diff --git a/LayeredSurfaceDetection_tutorial.ipynb b/LayeredSurfaceDetection_tutorial.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..24c73382cfc04633518d7463c2b68154e3ce8388 --- /dev/null +++ b/LayeredSurfaceDetection_tutorial.ipynb @@ -0,0 +1,999 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 2D Layered Surface Detection\n", + "\n", + "In this tutorial we are going to look at the layered surface detection tool and see how it can be used find layers in 2D images. We will learn the following:\n", + "\n", + "1. Use the slgbuilder package to find the surfaces in images.\n", + "2. Create and use layered regions to segment synthetic data.\n", + "3. Use layered boundaries to detect and segment some real-world data.\n", + "\n", + "See the Github for the layered surface tool here: [slgbuilder](https://github.com/Skielex/slgbuilder)\n", + "\n", + "Let's begin by importing the required python libraries that we will need for this tutorial." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "# Standard python mathematical library\n", + "import numpy as np \n", + "\n", + "# Used for displaying our images and making graphs\n", + "import matplotlib.pyplot as plt\n", + "from matplotlib import gridspec\n", + "\n", + "# Used to read in image files\n", + "from skimage.io import imread\n", + "\n", + "# The main tool used for layered surface segmentation\n", + "from slgbuilder import GraphObject, MaxflowBuilder\n", + "\n", + "# A set of helper functions that this notebook uses\n", + "import helpers" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## A note on preprocessing\n", + "\n", + "Depending on the dataset you are using, you may need to do some preprocessing on the images prior to using the layered surface detection tool. The layered surface detection tool works best on images with surfaces that are oriented horizontally in the image." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1 Segmenting synthetic data using region costs\n", + "\n", + "The first thing we will do is look at how we can use the tool to detect surfaces using layered regions. Before we can start experimenting with our tool we first need to generate some synthetic data. Below there are four sliders you can play with to generate some unique synthetic data to experiment with.\n", + "\n", + "- The # of layers defines the maximum number of layers the data will have\n", + "- The smoothness factor determines how smooth the boundaries are between these layers\n", + "- The minimum distance is the minimum amount of space between any two layer boundaries\n", + "- The blurring is the how blended together the layers are in the image\n", + "\n", + "Be aware that everytime a slider is moved new data is randomly generated. You may now experiment with this a bit until you find something you want to work with. For now, stick with just 2 or 3 layers." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "a6f1e2a02bc04777883a7f487e57aa9b", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "interactive(children=(IntSlider(value=2, continuous_update=False, description='# of layers', max=6, min=2), In…" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "synthetic_widget = helpers.create_synthetic_data_widget()\n", + "display(synthetic_widget)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Once you have generated some synthetic data we can go ahead in try to detect these layers using the layer surface detection algorithm.\n", + "\n", + "Let's retrieve the synthetic data and ground truth images from widget above." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "synthetic_data, ground_truth = synthetic_widget.result" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 1.1 Cost maps\n", + "\n", + "When working with the layered surface detection tool we need to generate cost maps for the layers we want to find. Cost maps are images of the same dimension as the input image where the region we are looking for has the lowest intensity and all the other regions have a higher intensity.\n", + "\n", + "These cost maps can be generated in a variety of ways. There is no single correct way to generate the cost maps, it depends on your data and what you are trying to segment. For our relatively simple example we compute the cost maps using the formula,\n", + "\n", + "$$C_{i} = (I - \\mu_{i})^2$$\n", + "\n", + "where $C_i$ is the cost map for the current region, i, $I$ is the image and $\\mu_{i}$ is the mean value of the current region, i.\n", + "\n", + "You may have noticed that this formula requires the mean value of each of the regions we want to separate. We will estimate these means below." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 1.2 Estimating region means\n", + "In most real-world scenarios we do not have the region means readily available. Therefore we need to manually estimate these means. This can be done by simply selecting a region of interest and computing the mean value in that region.\n", + "\n", + "To simplify this process, I have created this small widget that you can use to estimate the region means. To use the tool simply paint a portion of the region on the image which you would like to find the mean of and click the calculate mean button. This will display the mean value of this painted region right below the widget. Click the clear button to erase anything you have painted on the image." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "254a871a082a4fab956c1f4466bb2aba", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "interactive(children=(IntSlider(value=20, description='Brush size', max=20, min=2), Output()), _dom_classes=('…" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "bc7b2e0abffd4ae28d996407a9dad8a8", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Button(description='Calculate mean', style=ButtonStyle())" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "0b1a7aa450424f80a5caa87daf061eaf", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Button(description='Clear', style=ButtonStyle())" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "b5979829fb1d4feebb781079587b881d", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "MultiCanvas(height=256, width=256)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "142.3643\r" + ] + } + ], + "source": [ + "estimator_tool = helpers.MeanEstimatorTool(synthetic_data)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The larger region you paint the more accurate the region mean will be, however given the simplicity and uniformity of the synthetic data we generated a single dot should be enough. The idea is to capture the variability of the your data in the annotation process.\n", + "\n", + "Save the means into a list ordered from the bottom most region to the top in the image. The first element in the list below is the region mean for the bottom most layer in the image and the last is the region mean of the top most layer." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "region_means = [140.7043, 127.7381, 142.3643]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 1.3 Generating the cost maps\n", + "Now we will generate the cost maps with the formula we talked about earlier." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "n_layers = len(region_means)\n", + "cost_maps = []\n", + "for i in range(n_layers):\n", + " cost_map = (synthetic_data - region_means[i]) ** 2\n", + " cost_maps.append(cost_map)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's take a look at our cost maps." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1008x720 with 3 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "cols = 3\n", + "rows = int(np.ceil(n_layers / cols))\n", + "\n", + "gs = gridspec.GridSpec(rows, cols)\n", + "fig = plt.figure(figsize=(14,10))\n", + "for i in range(n_layers):\n", + " ax = fig.add_subplot(gs[i])\n", + " ax.set_title(f'Layer {i}')\n", + " ax.imshow(cost_maps[i])\n", + " \n", + "fig.tight_layout()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 1.4 Detecting the layers\n", + "\n", + "Now it is time to detect the layers." + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Maximum flow/minimum energy: 10459449\n" + ] + } + ], + "source": [ + "# Create a MaxFlowBuilder object\n", + "builder = MaxflowBuilder()\n", + "\n", + "# Create a list of GraphObject layers using our image\n", + "layers = []\n", + "for i in range(n_layers-1):\n", + " layers.append(GraphObject(cost_maps[i]))\n", + "builder.add_objects(layers)\n", + "\n", + "# Add region cost layers\n", + "for i in range(n_layers-1):\n", + " builder.add_layered_region_cost(layers[i], cost_maps[i], cost_maps[i+1])\n", + "\n", + "# Add a smoothness requirement\n", + "builder.add_layered_smoothness(delta=1)\n", + "\n", + "# Add constraints to the distance between the layers\n", + "for i in range(len(layers)-1):\n", + " builder.add_layered_containment(layers[i], layers[i+1])\n", + "\n", + "# Find the maximum flow\n", + "flow = builder.solve()\n", + "print('Maximum flow/minimum energy:', flow)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's see what we have detected." + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1152x432 with 3 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "segmentations = [builder.what_segments(l).astype(np.int32) for l in layers]\n", + "segmentation_lines = [np.argmin(s, axis=0) - 0.5 for s in segmentations]\n", + "helpers.display_results(synthetic_data, segmentations, segmentation_lines)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2 Segmenting real data using boundary costs\n", + "In this section we will look into how to use boundary costs when our data consists of thin lines we would like to find.\n", + "\n", + "First lets load and take a quick look at the image we will be working with." + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Load image\n", + "image_data = imread('data/layer2D.png').astype(np.int32)\n", + "\n", + "# Display image\n", + "plt.imshow(image_data, cmap='gray', vmin=0, vmax=255)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 2.1 Detecting only one layer\n", + "\n", + "Let's begin by trying to detect just one layer and see what we can find. Remember that we detect surfaces by creating cost maps where the region we would like to detect has the lowest values. In the case here, we would like to detect the brightest regions defined by the lines.\n", + "\n", + "For this image, a good cost map could simply be the inverse of this image as that would make the lines we are looking for dark." + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Compute the inverse\n", + "cost_map = 255 - image_data\n", + "\n", + "# Display cost map\n", + "plt.imshow(cost_map, cmap='gray', vmin=0, vmax=255)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Next lets create our MaxFlowBuilder object and find the layers." + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Maximum flow/minimum energy: 95802\n" + ] + } + ], + "source": [ + "n_layers = 1 # Only detecting 1 layer\n", + "\n", + "# Create a MaxFlowBuilder object\n", + "builder = MaxflowBuilder()\n", + "\n", + "# Create a list of GraphObject layers using our image\n", + "layers = [GraphObject(cost_map)]\n", + "builder.add_objects(layers)\n", + "\n", + "# Add boundary costs\n", + "builder.add_layered_boundary_cost()\n", + "\n", + "# Add a smoothness requirement\n", + "builder.add_layered_smoothness(delta=1)\n", + "\n", + "# Find the maximum flow\n", + "flow = builder.solve()\n", + "print('Maximum flow/minimum energy:', flow)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1152x432 with 3 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "segmentations = [builder.what_segments(l).astype(np.int32) for l in layers]\n", + "segmentation_lines = [np.argmin(s, axis=0) - 0.5 for s in segmentations]\n", + "helpers.display_results(image_data, segmentations, segmentation_lines)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 2.2 Detecting multiple layers\n", + "\n", + "Now let's try to detect multiple layers.\n", + "\n", + "We can visually see at least three layers we want to detect. All of these layers lie along the bright regions of the image. So we can begin by trying to use the same cost map from before in 3 separate layers." + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Maximum flow/minimum energy: 287406\n" + ] + } + ], + "source": [ + "n_layers = 3 # Detecting 3 layers\n", + "\n", + "# Create a MaxFlowBuilder object\n", + "builder = MaxflowBuilder()\n", + "\n", + "# Create a list of GraphObject layers using our image\n", + "layers = []\n", + "for i in range(n_layers):\n", + " layers.append(GraphObject(cost_map))\n", + "builder.add_objects(layers)\n", + "\n", + "# Add boundary costs\n", + "builder.add_layered_boundary_cost()\n", + "\n", + "# Add a smoothness requirement\n", + "builder.add_layered_smoothness(delta=1)\n", + "\n", + "# Find the maximum flow\n", + "flow = builder.solve()\n", + "print('Maximum flow/minimum energy:', flow)" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1152x432 with 3 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "segmentations = [builder.what_segments(l).astype(np.int32) for l in layers]\n", + "segmentation_lines = [np.argmin(s, axis=0) - 0.5 for s in segmentations]\n", + "helpers.display_results(image_data, segmentations, segmentation_lines)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As you can see above, the 3 layers detected by the algorithm are all the same. To fix this we can add some constraints to force the layers to have a minimum distance apart.\n", + "\n", + "### 2.3 Adding constraints\n", + "To start with we begin by setting up the MaxflowBuilder in the same way as before." + ] + }, + { + "cell_type": "code", + "execution_count": 131, + "metadata": {}, + "outputs": [], + "source": [ + "n_layers = 3 # Detecting 3 layer\n", + "\n", + "# Create a MaxFlowBuilder object\n", + "builder = MaxflowBuilder()\n", + "\n", + "# Create a list of GraphObject layers using our image\n", + "layers = []\n", + "for i in range(n_layers):\n", + " layers.append(GraphObject(cost_map))\n", + "builder.add_objects(layers)\n", + "\n", + "# Add boundary costs\n", + "builder.add_layered_boundary_cost()\n", + "\n", + "# Add a smoothness requirement\n", + "builder.add_layered_smoothness(delta=1)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Looking at the image, we can see that the distance between the first and second layers is about 110 pixels. Layers are order from bottom to top. Therefore we want to define min_margin and max_margin constraints such that the distance between the two layers is constrained to 110 pixels. We can do this by setting the min_margin to 100 and max_margin to 110 using the line below." + ] + }, + { + "cell_type": "code", + "execution_count": 132, + "metadata": {}, + "outputs": [], + "source": [ + "builder.add_layered_containment(layers[0], layers[1], min_margin=105, max_margin=115)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Since there are three layers we would like to find, we need to set another constraint between the middle and top layers. It is not required to use both the min_margin and max_margin values. This time we will simply set the min_margin to 10 between the middle and top layers." + ] + }, + { + "cell_type": "code", + "execution_count": 133, + "metadata": {}, + "outputs": [], + "source": [ + "builder.add_layered_containment(layers[1], layers[2], min_margin=10)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we can solve the builder and display the result." + ] + }, + { + "cell_type": "code", + "execution_count": 134, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Maximum flow/minimum energy: 293316\n" + ] + } + ], + "source": [ + "# Find the maximum flow\n", + "flow = builder.solve()\n", + "print('Maximum flow/minimum energy:', flow)" + ] + }, + { + "cell_type": "code", + "execution_count": 135, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1152x432 with 3 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "segmentations = [builder.what_segments(l).astype(np.int32) for l in layers]\n", + "segmentation_lines = [np.argmin(s, axis=0) - 0.5 for s in segmentations]\n", + "helpers.display_results(image_data, segmentations, segmentation_lines)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "That brings us to the end of this tutorial. If you would like to experiment with your own data I have assembled the important functions into section 3 below. \n", + "\n", + "This tutorial notebook was written by William Laprade for the QIM group. If you have any questions you may contact me via email at wl@di.ku.dk." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3 Experiment with your own data\n", + "\n", + "If you would like to experiment with your own data you can upload an image here and try these methods." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 3.1 Load your data" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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HtlbMMK3+6v/02QKYVqC/BYS4oC2mBFgspFMCDA1awulrCIT7swoordjgnEVVQb5eX9ekAl6dH58zJ59z11JGrfFM/T8XY3b/c0Dlda6g7zm15l+tr9ZYKn3q85bNgfY6lthpkv+47/uf6LpuL8mPd133l5N8c5K/2vf9d3Vd9x1JviPJH1zWWRVwPqsN7VqzP1UYIWDN1LmfKmDurz5zTiMs0xpTL85w317EqrnrPK7TWpYMv6ugthRBpWdLS/O7Anull4WgatopK6fOoxWHq/1W4KsKoDVuz7cmB+r4W33P0cSftdak0q5lbVZatACndb37rlZOHU/SPjSz8uGyZ7Ysyjml4DG0xtYyGFrtA4NY3/efS/K5y78fd133D3Px5u9PJfnqy8u+P8lfzzVArKUJWt+buPW7yhxTWh+UtzVStcjUYn+QMU9p8GXM1WIAxtvScHPzn9PSLTegBdytcbfG2nr2lOAtW8c6vgoc9Rmt66aEoQU+7quOz/8vE86WJVKFvLY6jpZQt8Cx1er4W/wy5Va3vp+b5xRt56ywV2nL7v+8xMS6rvtkkl+X5MeSfOwS4JLkF3Phbs62OdDhe35Xxqp90KYslxYztAKRyxZgaqwWnDouC8ec0FdmbwW8p4LqnlMdV0vrTYFICxTsjlaXrrqDNQg9BfhTIF7HaPdrqsyiKoWa0attShFMBdArHafmVq9tWYSe59y4lq1THdMcuM7xXeX71hingHcZmM995/V7lXvdXhvEuq7bTfJfJ/kDfd8/KgzRd13XXOGu6741ybcmyf3794cShlZrEaplOVWGbt07Z/nU9HwV/MYcroyx1XcV+MrQLYunfjdlqk/RawqUWwJYgXWOkT0ffp+dnY1qf6bcjCmQbQF7Mn9mW6VJ/WzZfCrPVFosU2ZzJQRVMAH568zPY6zxprp2LUU1NecW/aZo4s+mlKuvmRpffXYdo+9vxVZb97faa4FY13XruQCwP9P3/Z+//PiXuq77RN/3n+u67hNJ3mnd2/f9p5N8Okk++clP9su0W0sTTTHY1L2Vsfz9dUGB580t6NxzbcnU1hL2qVbHX2nRAnkL6FSNVGtMLaH0vRV0W1bHMqusxqGqizt3fUuY+b5VKT8F6hUEloFm5ZsWCPh3q0/f3yrD4b4Wz7f6n2p1nFNK9DogNmc9+V6PvyUz/t9ZeRsSy+aVvF52skvyvUn+Yd/3f1xf/UiSb0ryXZe/f/g6/V1HcH1tFcqpeyuxr4v0VUvPteuYvVPXtISk69qB/DnmqSA8ZZFUhm8J2BTgtGhUv29ZY9XCabl5y55d58lzWqDE97W41vRrgUFrLJVmvm8qITSljHyNx07zZ3OW4BSdpgBoCmhbGfpKB98/BehTBsAUT7Va67pa4DzVXscS+zeT/M4kP9V13U9efvaHcgFeP9R13bck+WdJvuE6nc2ZpVMCwee1AK/2uwwg57TE1O+p6+pzWgIzBZhTc67PqX1MMdkUE9VSi+RqsefUGlTGrtdUEOMZjmnVZ3j8U3SudAWg0N4uZaGo16UmrflX+tXxzbVKv9Z9LVrZemyBcAWwqXG0FEX9fy5htba21gRQX9+qY/P455RadZ+nSjEMngbVZQDr9jrZyf9fkqmV/poP2m9t12Goy/FM/t/SQm41KN1iCPfTcqfqdy0BdX9TmrUFuC3wbQnlHNBOMUjr+zk3olUQasFrMWurWrxFszmA9HVTFg40wAqzKzlVw1f/d19TQOD+7PpV2lQeaCU+bJnVsqHqCtesdC3d8fOqYgc0rWgqyJu+rtn0vbVNAdUUD7bG1OrLY1lWL3YjKvaTsWaY0h71u9b3revmQKxl0rfuq/ewCMn4GBVv3Wi5IbXvVjNDf5DWur9aABagyjyumWpd589blke15K7jNlat38q+ektLPV7HJ2TU+FqdI335OwOfaeUfj7cCf92mNsW39ON9nJXvDTR8jzXLtRWkTcfWmOu4fL9dc/dR95ca6LzG9IcMV2vSNKvjrQqzAqnvnWo3AsRWVlaysbExTHLOP2+1qe+qBVUZz9fwfSV0/cxErv27ENeLwBzrmKesp9Z3rQWfosOUS24G9EkF9TneodASqApiUyBvmtR7q6VSLduWpWYA49QLhM8nj0zVs01l+yyECHeSK0DpMZje1WriswqaNRs5Z91UGthqqYDrdWOnQsuCNJDgctsqq1ZY7QfZ9DWMxyeVVH40vVuyZJrY+l1W/Eu7ESDWdV22trZGzL0sBV+1/VRrgRSMz/dTbg6tZQbXsVUNuKzKvyXY/g5mqFuIarlGnZvn1NKgBjELRZ2ft3/xvTV3BbM6RltInpO1/lSGtLo6SUYAhvC4zGFtbW041M+0NAhNgW6S0f1c1zqVgf857cGAUtfXdOEIINaiNcdKA7uftoa5tx4XdXJyMgCPQbMmN6rl6fHbCqtxMp4DDTymtbW1bGxsDGOy9VQtq6rEfE21xGopS6vdCBBbXV3N/v7+8H9rQnOmOve0WstV8fX8rqZ1HcvU/8lYwGD02mpcyMJSwaRqSS86/VvAmJuvr8+rv32958w8qNtjLBXA3CpdLeSebytbWBtzrSd/QGPGape37/vBEvApHZVOUxYl4zMo8FkVqtPT08mz2iptff/KysrgniVpnibSslbr97ac7L4BkObFOufaKojZgPD4PRb6Pzk5ycnJyYhHoAOuMnM1mFZ+Md+15Ork5GS2hjS5ISCGO1lbFUS3utBTpqcZsGoErjVTsKDVrKWv1nPq8+oiuR8zsYXa46kCVQ/UY7wti6kFYhWEPbbaP9cYtAyontPUnOnHmtTCUe+vFjb3VvBuaXToYIGvWt7jNr0rYLSUnZWMn2FLuaVUa7+2RKuybAlwpWl9hpVltb7mLFzzYeURg6pp53nUeKR5jUMRj4+Pr/RTW6V9S3ZRGCcnJ80QE+1GgBjM6GZBaH0+18wALbO1tchTvvxU/61mDe4Gk7U0bRW+qefX62BIm+4VDFomfWseBod6HHGSkVZfRk9bi1gejp8YMOl/ylKo83b/tvRa4MO4/dw69ylhreOqFlPLMq/xrpZ1Ovf8lpC2PjMv1ZiZ1671HADHlvb5+XnTCq3PtvV1cnKS4+Pjgf/gQSwzP5tW16YqBtOcezlWnPjnVLsRINZyLSrT1r8rilurVGGuWqp14FxL41TryYJO3/yeshhbGrFltUwBQ9WOLeu0JQzVeqkC2LJiK+AgKNb4tiha99CIAdWTa+vaVGFs0XGKXtUy4LN64GHlLY+3WiEei11t81mLJ1rn8zssURVntXztMk0BYQXX+r2ziZXed+7cGfEvIITnwXHpLasSQHn58mVevHgxHPVd45zVanarFnBtlTeSDAmcj4Ql1vd9nj9/Plp0v6mm5Z5YQ7bMYhOjfl//ZxGtkRiXgdFWQDIfm6v38hmLYTfI162srOTk5OSKZWja+FlzbjRzr+NqWYVTIMZvP8M0SjKKW7RcD3/n+bSsUQQmGQvr1BxNU07KrUFwW6vV6qy0b42xghFz4r7Wyb2Mv461AnhrHVvK+Drg3pIPfjtraSvZoRSHOEy38/PzHB8f5+HDh3n27FmeP3+ek5OTIRHihErl+7rWlT9bBgpzq2OdajcCxM7OzvLo0aOBoMnVYHkFoDkmqATzPTQzfzIOclbmo0/+nzqwr5r2XFNjbACmmWwOiJKrL6fgey/+nKC3LLdW0sBWhulgS6GCmN22arVUgW9p42qJ2QqtIEarn7XmDm05cNPXtSxt1srPrEBfFRnjbx1EOTfeqTl4fDXe1rIg3fyZAYR5GWgZfz1S2seYw7cnJyd59uxZHj16lMePH+f58+fp+z6bm5tZX1/P6enp5Jl55ts63uo1THkZVVZruxEgdn5+nhcvXoyYoaUtPemWoLq1NJgZsgY2/RKNltXjZ1XXqVoV9W06jj/wY2039TwvXMscr9aVr6331zm4nym3x/Q2KAPC7q+lWWsAudLfz6zWc7UYKxi3BKYyP0J8ft5+5ZmBzJbanDByX6XTVByKsbb6bI3bY/fpIMnV90C2wLI+0/Mx39pa8toiC77n5OQkL1++zLNnz/Ls2bO8fPlyADorLNPI90+Nc85DarmXU+1GgFjf9zk+Pm6a7hW8WgSZW8wWgNG3icYi1DcPca/7qpZfclWDV8vQoGwQc41Oi5n5Xa291jUtq7HOodVM9xaNq2Vp96yOg/4qfafmxt91fao1XIGiNZ8KJFxXLV8+r0Br93PKFZwCrmWuX3WprgNCDuL7nhZotizcSps576QqIdPn9PQ0L1++zPPnz/Py5cucnp4O1u1ULK8lB24VuJKrbwyvZTlT7caAGJmNlu+8DMQq4LSEt1oLZgZAwkzs1hKoKpw1zuTntO6pVlILROrfczGF+rnn36KprZvaf2u8rWtbYOlnzFlN1BKZFnaB6vNdStIae4sO/qz1PkU/v8YnrTgMYvWeajnQ6vp23dX3FLSAo9IKl64+t4JS5Y/WGrTAwPxbm8t4SNQk7R0VdX2gZbXy6rNbignlTt1fNW5quxEglrQFi8+r61GFowrq3GK2PjPwVYZ1fy2hnLJ65tzZOg4LsZv/n3L5Ws/1fBCeFhBVl8j0q8fM1BKFSoMWcPN/dW0sUP6sFY+cs+bqNZ6/gdDjrMF681xLCfk5/nsK3FvXVzpUS9Xf1+xoS4nPAVZLYXmelY9aPGm6cu/6+vqwq8anhdR7amutp6+1hepazfX19VHZx423xJLruUmt63x9BTFbPS0mhUmmQHHqef6uNc4pgFk27xYTzD3fwF/Ha2FGo05ZVy0N6mfVwHWdb20tYG6tb2VQW8FTMacqwF5jxui5V0ukZWlX8GvF5+aaAble31J8WCg1XFI3hU+NY04GWuDpZouzutDV0jR91tfXs7m5mSRXSh4qH5qnWuDvfqEfFf9kSfnxNVPtxoFYS7tNWUb1+5aGShYCUWMiXkx/5me0rKMKGi0LZw58uG6OGX3PnIU2JWAGH2d8EaC5e/2MKSZ3H3xuVwea+t4WQLaeZZpaCblPt1Zsqj6vlg60BHlqrnPgUS2SFpD5O34AgmopMT+7UVg/U2tkOlQa1+fXcbTGyvpaZu7cuZOtra3huS7RqABGH63x+VmOC6+vrw97L1vFt3PtRoFYy5JpCXQLxMzwNd7RAsQ54lRgrIvs+/39lMXnfvndsvo8ZtOkZR3UGEalXRUstm8gPLVIcUrTmaZzlqULW2uVPExJfwTaHaMiJlrXj+e3QgrVgmspIT4HFGpcyrSqGWPGimvqMRlgDOJTPNZ1i7onsn0GZW9Ax+ohDNDK8FW+nLKMl/Ggwd7KiXs9JoPY8fFxM45W5XFqPKwJP+vr68MpGMuy9rXdGBCrAjJnjZjw1ZpKrtafcA+fVVfHAmptVp9jM99jrvGNVjmEr68lGfRhofU8W5ai+2wxjIX//Px8KFAknoHWw4SvY6wbzE37ul71fwdm0bCulXNMBcE5OTnJixcvhvtN1ySjY17Oz8+HufB/Pam0WoKt0pkK3vVaA1gLIKtyrBncmlGmUv7Fixd5/vz5ANirq6vZ2NjI5uZm1tbWsr29nZ2dnWEMAIZ5vVq8tLoPtmUFz/GKaeOkwsrKylD1X2Vg7sfPs6ULcLdAqzWeufb5eNvRapK/neTn+77/LV3XfVmSzyS5n+THk/zOvu+Pl/VTtdcyC4zPW/e1iOffVeBoBhI/18wIsSFwK0U/tSm4zrOOufXsFsO0BGqKNmwXefbs2eACGFjQhK2MV6VnpXkFYwMTR7PcuXNnOCvOm4ZN89PT0xwfH4+0e3XvsAgqzZOxq+jv61pX+ri13Ehf13IZ+bvyDddXPqAcAavYfZl/sMRWVlYGy7nyCsqg8ostVPPL1HrymUFuCqQAHuZn5e01mZJBgBHaeJtTS35N/6l1TD4/ltjvT/IPk3CWzncn+RN933+m67o/leRbkvzJ63ZmoZwy2+fM1NYi1QBv61mtLFgFsDqWetQLfvxcbUtrgbzvz3OuWrTlClQ3r/Zr7d/aA8mYlwl9tTrq0UUwOQ1LjJ+W62P3ijEitLYSSbXD9Jxu4LFUS6sGnlsZYAtQtbZMb1sktV//mJ8cj+RzTnnwGtZ1s3sFXVtbeloK17/nrCKDkgHMNKjAZ4XB/Fg/wKtVM2ZerQXlDjG0eMztjYFY13VfnOR/luSPJfmPuouZ/ztJfsflJd+f5I9mCYhBpFZMomW+tlLTLavscoxXtIw/T+YD0mZGAwu1M94MmyzqkWBCCwljb52PZOZyqpk2ZSVyb52bP6975VpCZobk/grGfk5l5hoPdKZpdXV1AB0zPODFDzE7QOr09HTkinprGK4e47TQ+/BBxs2+SltWrZNNud5Fz3zPOuDKek281jXGxb1YxVjCfjZgzz3V0ocePLPumIDmVcF6vgYsg5b5rypraOEQAHPzmBwHdV+tPj3GKgP+u1p3U+11LbH/c5JvT7J3+f/9JA/7vkdKP5vki67TEYLhIHDSDpy3fHcvRkvrtvrhp7WhtxVkrEKLG/T8+fPRGBywZNFhBLsUtKqxCXJWN4Q5VW1ZQccB9ZWVxWF8uDB17yNMaEuN+dOHmdlWEH8fHx+PGBm3CEZ/9uzZcA1rBGBhfXnsPIex2HLs+z7r6+vDuhrc/HyPF0sUHrhz584QgwIoW4kZx24837p5vPJK66hs5rK9vT2qg/LnjOPly5dXYmgvXrwYKXXA3JaUPQefj7e+vj7i9cpPjM909rYi6FaVOmNwtvU6xkQrbl09oBpTnGqv897J35Lknb7vf7zruq/+APcPbwC/d+/eiGFqkNYWAhrYyGyASa4eg1I3uVarxqDHghvEqkYx07TiL16EljVT9x7aIkRAAXILfb2W/yugtSzaJAOIuG6s1T8xGaybJMOZTlxnqwBhoy8DytraWk5PT/P48eMR0FV3xEBgIbPCalkHdvmq9cz4Tk9P8/Tp07x8+XJYx83NzZyfnw+HcfK7KgQLk3nOlgWAXS0Ngx5tbW0tW1tbo3ICWzes0/Hx8aAkOQLHu1oMgF6H6qZWy73Khi011qAmfJyMMX95zsy1lt4YBFsubbWw7Hra3fSYa3vd907+1q7rvj7JZi5iYt+T5G7XdWuX1tgXJ/n51s293gD+pV/6pb0F3hqMifk4jiq0Booq1BDTwto62qOa9j5vvWponjsV95rSHFUoqsbnOTB3dSksTJWpqstX6cj9nCMFHaqVSaZsa2trUCZoWVs2ABJjw3KwO8z4j4+P8+jRo1GWrRbPYnl6LufniwJWrzFjsUVo9xurCXphCT579myggzObFfhtaXgtTQO7kOvr61cEGvrawgV8bKGb75NFBtMlMQCZj4OuPOY9uZVPa9JminftDRGHrIrGlqYBE+OiloNUQ4HPpkIjtgRxud8YiPV9/51JvvNyEF+d5D/p+/4/6LruzyX5bbnIUH5TrvEG8OoS1gxVnaRN6gpcUyBoYvqkSLsLaCCskNYiAzbr6+s5OTm58oKJZHGuFc/jf8dPaozNAmJAsrVUYxqec98v9p+enJwMLhLPWl9fH5jRcSe+w5Vh/ltbW0PM78mTJ3n69OkQC/LJnozRlhjrCZ1xuX3yJ0JfBZ85UZNkdxJtT/zM1iCbkr1Hks+TjDK00NvWy9nZ2WB9OBPKHJkzzzVYWwGwXlhP3NN1XXZ2dkZWfi0xIL4K4FpRuNylZj3hsZai5Ww6flcvoVpLJFI2NjYGHodeDpPgRk5gw/C7WoUtb8U8aiVSz+qfam+iTuwPJvlM13X/aZK/k+R7l91gEDPjMdHk6iGJELY2a2Qvco2jASaOidiMbrmR/szjc+ygnpjpBbGWcZ+M0aBQx2331fMk1sERKbzxZnNzcxD+5EKIERIY2hrV7vP5+XkeP348CJOtKP9UbV6BNsmIxrhLjN/3VnB2kaVfAGIFZssUUKZftHhyAerb29sDALM+8BWFp1gguHo0QBpgcWwRQUchwKPPnz8fTn1gTVxw6xgWPAFAP3v2LI8fPx4Bk1uNaznZUN0zKwoXldqdpQ/WwXIDrYkfWuk6AVPrCm1Y1FCM3VErDvP56elpnjx5MtB2CjCTzxOI9X3/15P89cu/fzbJV71qHyZAjT3wmc1iE9uvz+Jauwu4Q9yLmVzjXw5itwASIavHAPu5Lig10NjtBSisQVmoyri2bDwO3D4yfxYy5nB2djaAlI8VxoJEcE5PTwcmwp3Bcnn+/HmePXt2JfBvZrSVbME0UBoUWNfqelWQtOVg+vOs+rnjnVYwGxsb2dvbG/FKzR46tleznzR4CdBbW1sbFAIgxnWAF/TFla/Wj60QJzmsrE2DFj/WuVeLh2YXEOVnhQkNasjFQOvnwq8t8KqhE6+JXVZ7MdDfyQzk6Y2D2Os2hN8awEBmawXmrm5IaxEhMn3bn08W22Hq8br1qOWqnVwtboaw+5dkZBkwD57tcgK7C46LmQGru22L0XETHy5ppvRZUMfHx9nY2Bju429rWFsSvL3GzZkvQNbrVjO0pqGbgcFvycG9s7tcQaq6fJ6vBXB9fT07OzuDW1V5KBnHlNxHy+V1VhUasNbVc6hhDObCNcxvY2NjpCAZewsMLBPVM7BMVZo5HlktJ4/FsVJ7Eo6RVQsMQDavV4vZitz1cOY7wOvp06eD++95t9qNALHz8/M8ffr0iktBs1WC62PBsIB3XTfEchDq8/PzoXq8lk5U64ijeKupbyG1IGxvb48WwTVEtLW1tSHOtLa2Nozr6dOnV1L/tiCY4+rq6nAMCozedeNaNTMl1zAn17PZKuX+58+fX6nj8hw3NzevrA1r4DHaUrWCwH0xk9sSxQX3+Ksis6LyKQoGBXgEl9GCS5zTAke/0MexHOZgxQef4V56vV6+fDm4zAi7edNlCBwAakBG+dDIlprPW66iwwu2wJiXPRInZrxjADoZpLDiHY/kevOOg/4kZwxkrQQJdOv7fuBdtp0Rwnj69GmeP3+e5CLpM9duDIg9efJkIJBdkUoAx8KwgmwJuS7o+fPngwnvZ1VtzgISHzk6OhosE2dqrF02NjaGnzt37ozcMMxgXEr2wiHIWDgsmhMBMIEDxjzH80BjA0IwHX04BQ8Tes6ATrVMcG1MU+4z4yYZrZcDxSgAgxgbmg3E1XVm7jXeYvem1qqZL6rAWvnhLkPD9fX1od9kcaqo44xYrrZ2p+JU1b3GoqthD1s5BhCSMV5/u5M8w3SqcacK+r6WBo8n44M4kwx8Dm3s2bCmzOHFixcjj4UCXoyEaoUlGSU7SFqYp+gXA6R6HFPtRoBYkiuWhJmhonstJLS5D8NZWLe2toYFMvonGUzrO3fuDMyEe8PzcBUQVoKim5ub2d3dHdyxly9fDpag4292q2qrIM19CAAC//Lly5GLCTOhwZi742/VenI8xpaINbGBm+9tFU3FW1ogScyDH1th3DPHD7hfrJGtMQe2oaMVoGMwPBcAw0q0K2Wl4ZiirSeSJ85OMj5qv8iwsZm9ggHzNg1sAZtHaiijAr7vb3kwBkrmC+3gFwOlwxC2uADvZPFmK9cc1uy+s7uMEflGcTve5XWgb1uyrUoBtxsDYsl4ca3JK4g5hpUsfG3+5j4YbXt7ezDPnaVjIS0UXjwWGCABjABE6qmwsBCilsZsuQL012JEMynak2AzIId76PcTtBifZ9u0bwXLHW/BcrFVVLU9zfFBu8M17kF/FZBaMVCeacukxnd4JvegQGoW0CDmGI/LKwzMtjqtKBysTxZxwc3NzWxvb2dra2vgQ6yK2r9bjZnVtZhaSysn07PyjmWDexy4Z6xWftWCsrsIqDsEgPUPvzgE4znBw2Renz17dqXUydY0n9nCn2o3AsRWV1ezs7MzCjRvbW1lc3NztCWEVoOdDsBiIQE8SYYaKBcPEvdCyzvlDPpX4UrGm3uxrhycJtbld0fiZlrTupjPwVELkxkVAbKr4hiX3d1kvMeU7z0HM5gD57YKknG20lqTecOgjMnbpWishQHRWSe7aC4/cPyL53lNKnDbiuJ6xmJL2sWpBvVq6aHwXCrB8y28m5ubOTg4uHJ8ji0haFYbY69Jiuqeek0NKv5pKbJW8sPrBi22traGkAe0aVmLjqlVfmXtsWx9PQXPjx8/zpMnT4ajiBxrdNDfwD+lBGg3AsTW1tby9ttvD5NNMpyvhKXj2IGZzRrT2TKC+F23KJy0m+rF5DvuMTjBULYqCHbiZpyfn+fo6CiPHz/Oo0ePcnR0NDCIM27ECxBoGMyBSxgRwccKQPMlV7fs+F7/dn/V9av/Jwuri2QInyHA1S01/QF2nmmLgL4c+3B2C5ByyQOMbIFjrI7DeS2hTX0uY63WbbU8bW3Ci7hSADVA5IwdQGCl5NM7eK63cVX+s3VcAcwAW2ni/12L6DXw/FHayAhxrJ2dnVEtWLW6Aac7d+7k+Ph4WB9oQVybl2DbmmaMjnU57GBaen1YI29Xa7UbAWIrKyvZ398fQAokhzE42xtGcrU4GtOmp127GkDleXzuBqNUAVlZWbkS3zEzYoVRlsDLRVmsly9fjtLw1aUy0xJz67puiAm5/KEylxnfzW5HK3bl/w1YjKvG5BgnzFeLQVsWEf3DjFX5WEk4lsW1tXYuyRWg9Pgdl3EBMtdbEeKCV2vCbpeTGA5YJ7kS6zOYQyvH3ZKMQAK6tcCormN1vU1Prseyr/FirxE06vtFnSEgVotZ3eyO2wsxb+Fqouz8v/nLVjd9tTKY1dK/8ZZY111syUjGB8aBzg4SViugBuFtjdkCsHtZhbBmL6tJ7hhPa3N4skhMOH5kV7EWMbq4k2cAjnZ9+r4fqsLt5tW4VsvSsnDyuUHCzMVnBndbNGY8aFGZ3YBa7+Xv+mNL15akXU8HoD1Hz8MARgjCwGVwwnpmvDXu4n55bi3PMVigoGqZhN0i91HrycgwU+Zh78B0tOto2UHJOiRiQDbQA7qEXbwjosbTqqKH3wm3mMbHx8d58uTJIL94EC7+dt+t53ne/sy82mo3BsQcHIfJmIA3LdvHtuVDP0Z2iA0oOljs86dqfA3Lx0TGPTTDwJRJsrW1NcTEyHRWELYmdUwIC5OXMRCXcBV9jU8wT3/veIrHbuYwHQ0uvt4xMpqBDa2PxUywtwqcXTgDil0Fr5stCDJftnawIshyOQ7EUTasC5ZCFX7H5AA+H31tK91WIsF7xoOrSP/eI2lwtMXiQyJ9bhjuEmULdrcqsNqthreIy3m/rPkNmjluDNgbjByXRZFM8dXGxka2t7cHY+DFixfDmIl3VV7wGldr1EqF51UrfKrdCBDr+36wpvCdbTV4Il3X5fnz54P/TS0YYGQAq7422t3mfm3WvsnC3/dCerM0DFl9dpiMJEWSEfjWDB2Ldn6+qI1BwOgPBiI2gTZDKC2wLZcC+lXAqG6gLV3To8YqqrVjq5PD/xAYFFR1MabcnupmImxofdx46OUYKjRzxtnWDllDymM2Nzezubk5gJGLb20pomR4TnJRckC5AGUVjJf5WWFCnxq7YozeDeKYmGmTLM6cY+zU4Xm+dQ0dv3P9VV1XN2czPbcaH+bZgNvLly+zubk52ilimao8VuXOvDoXD0tuEIhhTRHjshtSg8reW1WPKHFmxLGVpH34H6Dgsdj8tbWSXBB2a2srx8fHg7AYLAEtrD0yPzAVwseYYHJAGBpgiaDBt7a2RvSwa2OLjDHWuB5zo9V4RGUgnzhhC47xG5igMaDSdd1Q5W8r1JuU52JnXp+qkPic5/Cb+I7LViwk7MTgcEHGv7Gxkd3d3Wxubo7eQETcDIsaS4E13tjYGOjhRAv84DUw/XwSBsrZwF5DBnYvDQKAiUEYOtfCYIcsAB8UQg1zmD9qGMLjslfENdBmdXVxqOjGxsYwZ/OYLS3HHt2cqa7K2O3GgJhPsrQ7mYw3eK+tLXb7s/iADo1Jk7FsBQhbMS1bf9Uvt0Z7+vRptre3RzEOu6Uwid3OrutGQU9va3GhpS0e94nQJFdjf47/cX91N90qMzuI6hhEjZtBZ2ecbEHgFhmYbU1zH5aNAc7PhU52x00f3EfuTcZ7OZ2BY/6AGAWru7u7A113dnaytbU1JFGSRT2hwbvSzfzhAlivDc0uJwqKzDXfVY/D/Rv4+W13GPeW8Xv9UOzVPff+XfNIDd5XuQIcvd6ME36CRt6ja1fY4O2SDVqNq954EDs/Px/272FlGUgwRSGqN07XRZ9yo1rxHwhesz0WKI9jZWWxORamYeEQEGI1rmJGk7ty34zoGAmfW/M56G3QYV7MCeZ0PM3aFjpZEA2CtlzMWDAhc4WJrSlZE7v19O9tKliWvM3HAGeA99paERnU4Q1bsaaHBYHsMSe8cv/6+sVZant7e+m6bnSKha0H5g7teDb8SoYc68h7RfE0GAMlLD4qye6c3Wh41vQwb9giq0qHRl9YbcRs8WIAGIcVuK/Kj2OTZOGRDYcpiCN6S55LWOAx+Mx7V22lW8am2o0BMZjcaVoaaO+AuIUS5vLCV4JaMznGkmRkykNAWwd2Eyj8fPz48RCfWVlZGQAMl8SWh5lzY2MjBwcHo7iI4xPWgnbXEBDoAVg6pgAgbm9vD8cvAxx20RwnTHIFBFwjRY2a6/DW19ezu7s7jMf76OzKeH8cdNrc3MzOzs5gCSFMbNliDKyF41kkV7Dy6nhxs1EKrJkzd9Di6dOnefLkyXB8EetjBYe154xiddNtJXmXgpUpYz0+Ph6ee3JyMgTjGSvNY4AmLWvJSQafRGIwYCwE/5mLa/scWwVoiGlaBuFTXEXWDXk1bxnIGS9/26KsIFYNDBTbjQcxa2MT0prUgGIrwFqjZj/s3tlyqcF+x2GqFq/a0VaRtTUatpVJxTJLLqyq7e3tUXygxt78DMbGWGwx2aVjnjCZtRjjMRPZ8kRJeMzWsK5OJ3C7u7s7WMZoSiwyALWOm0A6lo/jN9VS5Luzs7M8e/YsSUbZvWRxFj3hB8eWvF4rKyvZ3t7O9vb2sHePE2uPjo6yv7+fO3fuXHllHNYiMSfiaFVxutAVq5bsZ7W0rNzMV1j5NYxRPQi7kIAg9PJbo6plBWDUGDJri3tZgcw86oA+1xNntCXqHQCu10P2oJktLqxgGnxgD2uq3SgQY5EdVHYVbzKO+XhiBi27Sc7wuU+7MjzXxAYoveB2D52ZM3NaKB345BgetJSfZcZJxie6AjQIR7XwoIm1MvMzU2JJJRm0sEHR8QfHd3yUMoKzs7MznM+FYNgiYs5YBoC4A+kkOxAGZzyhC1k/W2F+GW91h3CpcJ3s0m9tbY1e0GEQo3QCq5A+tra2BoFk/WxZOB7l8ALzoh+7645ruvbQlneNQ9ka93N9ei/WKt4AhdXVmjW4OthvheYMKWMFwB2qwIPi+HL4kKp+1swJKJ5XjQ7LEfOv1021GwNidsMci/DiJQtTFKI6rVxNUQhQzx+zdsR6wkXhfo+FivuWFrxz587IAnDMzmaya3O8PcXxHwMWQJAsYmIG+Wq5wNDQBXDhZFYDP3SwlWaGB3xcu5dkKC04ODgYZcNwF8kYux6PtTk8PBxpaOIynre1c5JBmBBONLgTJS523t3dzerqxYb/6pZjAeJqc+y2lRZABgCsr68PgA2g2a3xeKhHhH7J4uUntuhtwXFEk9/2bYuNv1E2rpczH52eXrzN6b333husyRrPcgzNLnYNI9QgvIHOZRWM8cWLF8N2O+Z8586doZTF5Rzb29tJxu9NoDmk5NgZCuaNBfa7rrub5P+e5Ncm6ZP87iQ/neQHk3wyyc8l+Ya+79+f6+fs7CxPnjwZaSyaYw4OhFtoDQbJ+LQCFqtmizC/YUyE2LEQtJIPwCO2QHaSPXfJhbvF4iHMzrY5iF/nhQBxvQ8q9NaWqsktqA7Sw2DPnj0bzmqrMR+DTK0ZMuBSg2R3grqop0+f5v333x8OeHQszTE/CztjdLkB64YQYC2S9Dk6OhopJkCU8aJccHUBBtY6yfD9/v7+EM95+vTpIMBkKLEEtra2sru7m/39/SHGmIzrz7yutmIdnOdvu50bGxvZ398f1bX5LUeM2zxrawUeQfk/fPgw77///sBrGxsbIzBwXJexsM62hh12seKGZz02yxzy4VALbj7P8Ty8Li1PzBY1fU+117XEvifJ/6fv+9/Wdd2dJNtJ/lCSv9r3/Xd1XfcdSb4jFy8PmWxYYgglGsyWg4lZYxQ+2RStA4FqzZHjT15QiIQwwIhVi8GI3oaSLI4icSDWlg7js+vkWBWuEOBDFu309HRUxmGhceC/1utg3Zge1Zo1/VuCaXfcrhTJDdyIR48eDfebzrZcoTGCgAWF5VCvB6QdY6pxEmiOlUAhKgLnGAvhgc3Nzezt7Q1BdmjjHQBWDLj/KCvHswAHW7nQvioK8xbjwCqE30gcQWNnJQ1E8KKVlo9yNng7LlrlAWvZoQWHbRyzSjIoLmjgOjoKwKGV6xjthlYgdIjD9K9upl3s2l7n5bkHSX5zkm9Okr7vj5Mcd133qSRffXnZ9+fiBSJLQQwCmhAmoAGH7SVO9TrACxiiKczsjrkkY3+f52AJmFltCdpEpj9cUGu4GisjfV+ZpWbcsD7InMHolbH4cVLCLprWavS344a+z/P1+GuszseqUFpCcqCWk7hCnLGidPz2IOgIUHm9DL6smctEoDdWzcrKyuiYIvMZ/AMoOjNdz2Wr9II+jkdWPqrWsunm5AuKGIUI7wFKyWKbXI2P2oKxYrDww2eeg3nA4YQKdKaXf1Cw0ALFQJwRD8m1aF4vFDG0Zo09Z+Scv5mb17G217HEvizJLyf5f3Rd968n+fEkvz/Jx/q+/9zlNb+Y5GPLOjLDbG5uDtkiC5pTxfjJTPDs7CyPHz/O06dPBxfRMajj4+MhDlOzJV3XjSwviAgDEY8BRPhtELGbZk3OYljru+yA+ezt7Q3bWGwZcC6ZAb4mFJKFe8Oc0WhYBIyxZtOgravTEUKfA59k2DFwenrxItp33313sBbRqAiRFQ3rRgX/ycnJ8DZw3CffDwg6bLCzszMc8YIlzjscoQWfUz5wdHQ01Bs6vpdkoPna2tqopKdWzRs0qkUEjZOrh/cZDLAi7c7BR44xAQYABDyA1QJt6dvJGn4AcYSfWCH3uxGXsmUL7ezeGZBQQvYAnEwi++zQBM9i/CRjnEGlPyxUrnXczVZoba8DYmtJvjLJ7+37/se6rvueXLiOQ+v7vu+6rmkHdl33rUm+NUkODg5GoEOswCltAwQTtRA/evQoDx48yNOnTwftRn/Pnj0bCOyAot0X1wHRALGHDx/mzp07w6F3m5ubAwNB7KqR2SANsyFQmPCOA2GN2YKw2U9/ZtiaYXU80YzBM6Ab26IAbgLnyWLXAiBmd9da0e+4bFmr6+vruXv3bvb390d1UMybhErdhjQw1qV7gkIjMQGdfDzTJZ+Nzp17/PhxfuEXfmHYy8jamZ/6vh/WnbVyfM41eQT6DWrOoNdYbit+43gRzyf+s7a2NnqxbpK8++67I0vYFoqBjPXd3NzM3bt3h344VQI+clbR4RT4iL7wAp48eTLsf0TebN1BBxTN3t7eoBgYm58DuPkMfdOqWnIrKyt59OhR3n///eF0jKn2OiD22SSf7fv+xy7//69yAWK/1HXdJ/q+/1zXdZ9I8k7r5r7vP53k00nyK3/lr+xrMJ7JtDQIPzUtTEDdpQPck2TY78j/xKLspjXGOVgpLAbZSgTczFZN+SRXtLi1NYBhMz1ZvO0myXD0sVPOgIr7pj+DEfNEQMgOQj8f2mhF4Rgkli3PAEQQLoM4Fh+1YFjNLppFeB1MXltbHIJowaUkwxYJ1gbzIx62uro6BOspKEVJ+Nx2xlmbLV0nd1zFX+NBpr8D+HaTDN7MDUuX8WNJASiAOGvj+jivLc+ETnt7e1lfXx9lpR1HdQiBOWOVnZ+fD7FO5An+cXjFPO313t3dHYEzyZmpMIhddeZv44X4G+GKqfaBQazv+1/suu5fdF33r/Z9/9NJvibJP7j8+aYk33X5+4ev058nZjMb4fEkbNJbMyTjuhpf6xIOwIq+axCyNoQdTcJ2i+rnO61vNw7T3sznwKzjZTAGIJ5k0IauUWNcjoeZQWuc0dlBx42gkQHPa+AsMOOG2WvsCRB3VpN5AELM1WUppofXzO7j1tbWKGBumhNj8lrXREMLsKuV7xgcNCYBQR+43gZkWzv2AgA+6OQYGW409GIefd8PQX9KEs7Ozq4kRwz+ABQ7IQi18FyuS64e/Mj47ty5k93d3Tx79mwAtFb9Yw1ltMIwgDxWJmDuvniuY92sc7XcvTG/1V43O/l7k/yZ7iIz+bNJfleSlSQ/1HXdtyT5Z0m+4TodtYLtgBgaAALAfBALRtjc3MzJyclAEFwZrnWMBwJNgZgXB02ElkoyaFszLOCAELs84fHjxyPhcmYzyQBiSYb4gjUdz+FZZgrmUgPAMDp98OOsj+tyPF/o53lwH+PEurL7i8tn5QNNGQ/rxnOnEgAGBwooHWMiFoY75XPtnSWjfAX6OxbDD9fz23tB4b0KYvXFIVSor66uDjVrhBKeP38+CsIzf8ZWFRz1aUkGnka4fb2B3i4dtHLyBKAkNsnWIkpJdnd38/z58zx+/DgbGxvDGWGOC9LMa6wV2WZqx05PT0elKcT5vI0Na9PhHOSVtZoDsOQ1Qazv+59M8usbX33NK/YzxB1c8+VMIZt3YQYEyQyEFmNhEUgLpzNd1S1zytnuERoNV+XRo0dDbGlnZyf7+/uD4BJjQRDX1tZGAdZkUarBWADIZOH6Mn4Hyy3krYLEqqWrdWVa1y0jPpOtJifs5ttiYb8e61VjQnbDbalSrmB3CuFirclgQhvelGPga63n+vr6sCXK9YF+uw4Ba+7HCuE+xo71/Pz581GBp4EbWgP80MD1boCtrR8ye4AAe285b+7p06cDr9Anz2QM8Nz29nbu37+f+/fvDwmix48f5+TkJE+ePMmjR4+GsWDREzMjHrexsZG9vb3cuXMne3t7OTw8HPGrk2HmMRpF3wA2e4vZbI8CoZIAUEVB7u7uDuBKwuXp06cjo2Wq3YiKfYOSM3jJ4ohfF1ei7UFsNG9y9W3BdvHssjij5Iyls3MuxkT4k8WGabSo3TW7Xi5K9JxgPubrQLGtUJdxVFfS2tGg5cyYXUO7Mmhhu3V1bmYaGBdhtfvlteAaW1x2PYg1tRIiyeKdhiQaUCwvX77Mo0ePhuSIAcpAgNtEvRjz5nvWy+4ytCZ+Z+WTZGQR8Ld5IhlnDg26ACUWnnmwAjeWOpYMcVKDJWvF81GeOzs72dvbG2VnTVPiYyQnADQfpYOHgcuNksZqNT9g0WFRPX/+PI8ePRrWizBBLf3BGjaIMS/GQRaahJNjtVPtxoCYzWXHG2wlYYbDMA6QwzDOCvq7GtCv4GY3C23Ij2MxjNdWEovqILizcGTzEEBrNhbXMRxbYbaGDC6Of1VLyHM0+OFOQ8caXGdMNZOWZOSCIVR2QWsNkPdQVmuYMdnqdrCc+2x1+G3u0Jrx2YpeXb3YzuM5IDwuKnUd29bW1hBIJwkAP7h/W17mCcerjo8vXgdIlpxn4aZ6PSqIPXnyZHSIgK22vu9H7jvPZxcCB3EaROyawYd4HlYulABxLSCO9Ykc2TuxIsKqt6I03ayooF/1GFCez58/H8a4rLSCdiNAbHV1Nfv7+4OGIo7gfVgOAjt+gCBhiQFCPh0WhoRpHLch7lYtPl7B9uTJkxwfHw+a1Pd5/xlM6a1IMAdWhBnYGr7GaZzhqtkcjx+tDygZVByQZ1yAlF0iB1od1HZ8COG0cGEt2c008Bmga+wGawx6+9hoWxu27HArsLQI9LPmCB4/yThuA02w3ExHJzy4lmSBg+MORPM3PEApD/NgrJQ8YNlYMcOPFA/jPtn6sQKv8SQOdMQNJP6FFUeg3O4jihq+Ty6AhTpG5IdrDDrQBn50FpyMPX1aAThDmiziX7bUXG/oZIzjyFPtRoDY2tpaDg4OBoKdnJzk0aNHV7QzlpbdJhjR/roZ31qaZzkb4jOWjo+PB+B68OBBHj9+nOfPn2d/fz/3798fXI4kIy3CeGyVcA2ACuP5cwd3Kcatez2ttRB+Sg5gPrQs8yNYWq3NOiYH17kekLB7kmR4pwHuDjSFjnWLjzNRXOujbbDcWJcKrBU0sKRdM+c4jbN/JGIAQuhC5gvwrNk2XqhMNT/WmS17K9CadCFuR5Ey4L6/vz+AKEqVdQX0Hj9+PFo/hNz7Ke3GEgvb39/P3t5e+r7PO++8k0ePHg0KZm1tLXfv3h2FNLCY7M6yBn5BMskF+BvXE3myV5JcPd02GR9myXoCboCU5dV7lOm3uu5N/FgOMW++AU5oELsTnGlkH9vNLmWSK5OtcRcEwy9YwNqAsQmsUiezs7OTt956azi9AbDjhE5rm1asyu4nprIXZ3NzM4eHh0OVO2NxRTuMx/idEaIC3tlD10jBNNCj5Q7W5AcAhYXLMS7UYJGIMSiY+fgMa9GxD8c/HV/02VhJRtaoAddZaX4QIoQDIPE8nC1k7azorFxWVxcV8M7+Vh50WYb3szr24zge88XFAzSJ65IVxrWCV8zv/OaHuT99+nTwILquy927d7O1tZXDw8M8evQoDx8+HJ7H+jkhxBwZLxnW8/OLLCcZRwNxMo4Jmq/qeJl7XTdbdHZzkeca663tRoAYGg1GNdMDYhauZPxOvuq62Od3fQvCaisM0HCAncAsweDd3d0cHBzk4OAgGxsbefz48ZB9YQEcu3P2ClDBmrAZz9zZpbC3tzfE9MguMSbX/ji2hUByDSCJ9jazm1a2ZGus0GMz3RFyMn1YIcn4fZ3JAiwZY91qkiyyXlhnBN4RDmquVldXR0dLQ2OAyVttUIS8hR1h5CRZj8PK8vz8fLBoccVwEw3WjjtCIwTUisr9YtmwhriQjgvBB7jK0JQAuOO48AEAB6A7O5hkKHzd29vLvXv3RrtG8HCILZo3aI613blzZ5TJhiaO3VrJVD5qBedbgDyFDx+JwL4DkD6/ywzv0gRPvJURY6EARqy9tbW1oZ4GITBwYd5zDyb7wcHBIAhHR0dXAqyMg+ch6EmG57qYD7Duuou3J/EM0tHWwgQ7bYaTqcXNg0YG42Th2hn0nS20eW/GcywGC8auBXEfx66qi4eA4YZ2XZenT58OsRu7rHfv3h3AHZDxaSEcJ2QLFjcOi4Es3IMHD/Luu+8OMSnHhkjWsObQg0AyCmp3d3dwJ50Jh3a2vG09rK+vjxIL8CHuG7Sykksy7FIhs5pkACfWh5hdcqFwfLAja8bYWCtAseu64QBD1gRgtvKzwt/c3Mz9+/ezubk5WHJ4IEkGS481RPE6K23r3oF/+LGlVKET8/zIgBjAQ3DUrgTXsHCu8XH8y4QBwBDwJANTE9+CyYhjOEOEkFAFjfmMJcLz7OYBwk6TE1uhpoxTTRFMhJt5YO3UIC7POD09HfaUPXr0aKjDoU9nR72/0fEfB9sNjDAK8+y6bgi44kLCZLaYWA+vV7LYpGzrB6Ax4wLgCK9LaRzcBSgQaLY2UdOEy/NLv/RLOTo6GvYS1vIaeA2eAKhwz9lzyOm1BNGr62XF6bifs7DwIlaYlYMBCZDzM6xkatAcaz25cPU//vGPZ2VlZXTirr0NCll/4Rd+Ie+9914eP348xF+9M4Z1cTHswcFBdnZ28su//MsjGVlfX8/9+/dzeHiYO3fu5J133snR0dHohTkAmS3+5OrbxZJcATy7m763thsBYsnirdMInzM4tXk7Q7J4OYX7qUFQZ9xgNAiE9YUlxnNd7U1g1KY4Au0gPEDmICfxEIBsa2trdGgiVsDKysroIEPo4GC/Y3bENe7duzdsNyFeBhNBR+IvLYZJMgI5u4x20wwids1xLarGTcYHLjow7MQCdMTaQYAMEiiaukMDS8AKzNXp8A+WNesHXb0nsWp9KxSABFrV5AW0qRlenk3QmjnbCnP5jF0seJDkAp8zBujBvtu333572K50eno6UmoAHBYpdWFeL4Pz8fFxHjx4MHgHbDA/PDwc5rK9vZ2Dg4PBWnNJjMMZdjuZoy0/Y4DpB787TNFqNwLEHFeAyZOF2enaFse6DB5MNrm6QdalEYCOAdNuJ/14OxEB7SoEaBcztzU0z0aganreC0utTZLB5YEOtc7N70SkUJP4B30lGQkL1gxuHzVTzhBBywoGSUZzQhlAJ7Q99K4g5mJaW3zus8bccDkRBlfcGzDNOzwfq8dbu6AJ642isvWIxeWDFVlTp/ltTbkcxGNy3aF5xqBnHqpgQrIDcLDlC6C5IHZnZyeHh4ejV7LRD3RBGbo4mTlaYaBIHjx4MJRv3L9/Pzs7O7l79+4wF+rrdnZ2sr29PRz5zSGZyGiNvzr8wnwtS/7te6fajQAxN4juGiYHj7nGwEWRKcRB+GBgArQwNf26Non+cAkAva7rRkfBOFvkOjO7aYzRrgHj51lYGsliHyfM7TgX43B2DWFA6HZ3d0dHzfAdcTsXi9YYSLIw7aErlpeDyayLx4IVQ8ylBr4NMIzLSsLryM+zZ8/y8OHDPHz4cAAKA4+zuyifWhNIuQpWR9/3gwsLQHqNeDbhA8Zex8h62VqExsliP6wD8FZqKGBbtVzfCp+4rGR9fX0E6vAPyuno6CgvX74cYr1JhpCA41Ns8SHGmFx9wzdzfO+99wYl3vd99vb2cv/+/cHKxPpnPTkXDwvKriSyYplwnZgBtyrOZe1GgBhCnWQoCMRUZiHq6abJYg8iR+M61oEFlyxADPP+6dOng8bhekzcO3fuZH9/fwRGDvTzHK5FoGksaLJYBFf/80IFTHJbfQAZrh8WpAGYcdqyJNuFkFMewN8wPrE+BBM61fhEjZcBljAjAXmfpArwoghquv7w8HC0DlgwgC3B9idPngznxQMALgmxi5EsDnRE2HA1bb1SdFyTEqwRgXfem7Czs5Ozs7MBpG3x2xsAQAExrETAAb5yjMtCafeq8gx8S+xvc3NziJMSk2WHAc8GVFFUjt/RJ/tE7927N6rtc9IsyRArplwDWhDTRUYAUIdPiAGzFs7yWn5rPBteMeBXK7TVbgSInZ6eDgKA4CbjM498aqU/Z5EtjAg6TAIzw3jWQjTcEBdiOpNkBq7BRxbFrkSyOJMcRncsyZaMAZo4F8+xGc19GxsbQ9zDLooFwtrQ2t9g1TLzaS6FwIqCwdHmWDpWBFjCWH7JhTXpguGtra1hY7Jr82y52J22e8p6sAOCZ3KCCYIArZyMsWJCYG0RuNiY8oyWVQDdnNXmmtPT08HShZcNqA5j2EW1W1eV9MrKylAA6/ADVlff98Nv1tsxRvgD8Gf9XAxcrUE8AsZBxhyjYXNzc9jvSYIJuaV4m3sZs0NAphdKgOdCayzsjwSIOQNlgYKBXNfF9iBQ3xtVMe1hYIMZC+wXU1TLioW3tnXJRnL1LCrGb61q99IZtmQBRLhgzI2AfA221x/To1ZR8/3p6emws8FzcNDYbS5wCi0cH3Ow1vSyu00qv+u64ZSEu3fvDkmI999/P33fj7a7WJCZm4P+9Rq7lAhAsji3HVqQEWWNUSDV3TdPOFbn8ZkuDkl43IQYKF5mexB9OUZIX8zVoQfmSn9Ya8SjmD/X0D9gUQPtuHco/rqjAQsWmeAZNPrhupWVlQHIqa1Dtjg6CRpbFtwfY3AixLS03E21GwViCCqTQkgItmLuo+FJj/MZmsY/dgUwt7kXLUlcApcJgXBpQLIAsJoKtwXAj61K3M0KhMRtOMKl9okgetxoTEoHcGlsxdgyg6mxDu1mw1jVorQ1wP+OXzBeArzQ3m7W0dFRnj9/PtADEHv77bdz9+7ddF03ADtxT+ZM34zb2ptWlYjXifVEwCjbQVmg+Mwjtshq38kC4Kzg6ivxcEuxdvAe9vb2cvfu3WFMuM5kkGtMqO/7oaaLjDZHuHtNsJBshTMurwVgwbxI6jgri4Vl99kJL+QBi9k7bDh5lfcwoIy9HdB1hk52kPSiINlWKlZaVSC13QgQS8bHTjv7ZWsKUEDTAAK8nh4BgFC2yEy86nY66AhTs+iAE83bTDDrX758OYyNWieYCuZgUfq+H86OJwANaHG2OfvfANatra0hO+d4FuY/GpCfmmDg/QK1rsm0soXpYsNkYSlwrwXfAVya4zQAJRuVeX8CQg5AsoHZwEuzlkaJ+J2N/o71dADcuwtQiNCdsRLO8Nqx1i7VYGzE2XjrUzIO7BN3Io50eHiYtbW14TQNu7g8yyUZ1AJScb+6ujq4aFh5zKnW4RHPggasmXcfMH/zvK1TYrUuM3FSxDR2LWKNc0Evgxk/lAcdHh7mV/yKX5H19fXhNYDIBHxg/qrtRoAYmsuIyyQAHGsua0xiShaceo3dM2I7jrPA/P6MvhiPgZRGf1gQ3pxu7Y4lAjg47oaQuVoczeayCgfKnR3FsnBiwCDmwLLdC6wBM1gynRFCE9tioW9AyoHwx48fD/Qii0VchCSHt2fZ1XByBEVFxg1AOzg4GHY/EGKwm+m4pxUjoFdjqNxX42YAX+Uj7/AgsQDfORPLDxaa3StnhckyY6G+//77o2Octre3h35YT8f+7G2wTljKBNtrgqha21V5oDDNn9DI4RfHQr0O7s+Axs/h4WE+/vGP5+23385bb701ysqvrKwMhy1Uuavtdd8A/r9P8r/Nxdu/fyoXx1N/IslnktzPxWvcfmd/8U7KycYiIqRMGnPWLgu+vxfQZqvdQFtbyaK+5nLsoxhRdVdsibi8AGLaxcScd9/EVZyhg/nMHACJNR1Aa3cUGjA/mBahtOtsy8rBYZ5Hds7HK9fgqQXWiQAYka1Qzq7ijnddNyq+JXtMvRcb6DlZ1oyP0AFiPqsfC2F9fX3YToNQOkhs8GAdAaRWSQx8Q9kCa1Szeqy71y1ZJJicEHLMzmUW8DQJHwMCcTPWnevPzy/e8A2NUQgAI/OvBcJY7ozNJ7Y4YcG19lLgH683gEroo4KirTHoi4xURXp+fp6dnZ3cu3cvb7/9dg4ODoaQidfMdXtT7XVenvtFSX5fkq/o+/5513U/lOQbk3x9kj/R9/1nuq77U0m+JcmfnOsLS8yazKl3VyUTWOQ+16Gcn59nY2NjAAFbYzQT182uRXWxXPvDc1r3AEwW9mQhAF5IB4SZJ6DSdd3gJpMBdKzI2TAHoA28xD4I4kJPb9vCrakWGfNzHAxQhZ5cDzjgIkIPsperqxdHB52fnw9v0Tk/P8+77747uM0nJyeDe0SfACJ9synaQo6VxH221O1aA+Su0HfxqUHHWTxbasQBfR1giqXtDDiuHftbOW76+fPnOTo6ytHR0ZD9w+KGBgYrtrC9//77Q/mHLUoU3Pr6+sA/rrH0jgq/C9TxM3iAUiKDEHyMwvFWOK6DnxxLdXjC8mLwp0CXIl17L7ibxBPfCIjp/q2u606SbCf5XJJ/J8nvuPz++5P80SwBMQOGGZRKcCqAk8WpD7gYmN/WJDRrd/9fYzi+PhmfisozATHiZA7E24qBeYl3EB/hebiQdilw8ejDe97QREkGi88Wl90xa86u64bXaDlTiVCzMRp60B+MCbPaMjYdyfI6jskc79y5k3v37o1id2wbAsCxyJz9ZZ6Oibo63893nZlBHlq6b9bS8TB4gHuc5PAz4AfidYyf2jeSFBzSyHE4gFfNLD579ixHR0fDeXUrKyvDvfAYiZu7d+9mdXV1oPWzZ8+GZJSTAA7gO5DPnKBBBT4A0q+4syKrBcVOnsC3KGIn4mwlWv6gufkNN5XnsE7HxxenlLz11lt5++233wyI9X3/813X/edJ/nmS50n+Ui7cx4d93+NYfzbJF12jr0EzwnCOUZG1SBbFemhAtAlapKaVrV3dqKvh+U4lG6h8nxMGvhbrjOfw/CSD9eh+HOB0cDxZHLeMgCLIPNMukTWl3ch6fJGFHgbCDQAw7GIAUp5vjTk6dmc6uTbPIM3G4XrkN8kPZ3yZZw0F2K2FLgSYARhfw/owT1slHrNjl15rrxVjhibwIcJLMSpuOic9kAB45513hrXhSCHW29nUZJGtBcR8tp15Fvp6r6tjyAYNrmONkoxAqirDGkd239X7cA0hrWZzLdv08eLFi7z33nuDJU7mk4wuSphypKn2Ou7kYZJPJfmyJA+T/LkkX/sK9w9vAL9///6oZoW4CAyIKe8aF5CZ4lW0PMxn4uPHO+vi2AUAyvMtOPzYlaJ/g4/787Oc1aIhGE5AOBBfg6GAgoPN6+vrI23I9bjj/A94OShL/AWrhJiDNbxBsjYDMIJhKw+gxfXCCuMN7T7KGPqQbnfdXove/ABeDkFAP4Cl1gC6rAZa2ergfq8Fz/b2otXV1ezt7Q3JDJRukuHNSD4d4vz8fPAm7OZiofk6u6q8tg/6miccAwSIzPs8wzEygLMVwzIdDUimHbzodbH1Xv92eMNrwziRXcYMuEE/impthbfa67iT/26Sf9r3/S9fDvDPJ/k3k9ztum7t0hr74iQ/37q51xvAP/nJT/YubDs+Ph7MXgstVgNWFBqovuocK8PxJ7QFTIOF4r13JjSERVi9vchxEb7H2oLZyEA6K1cX1nEzf0dcDPeBPXGcQrC/v5+NjY0BoEXTkQXBHJ88eZJ33313iBlRQc+7DaELwVoUiEHDAo9iASAQJq8ZmSWEn83Bjx8/ztnZ2eDK2mIC9A1IphVCx7ryg3DxbGoKWSuvuzOo1T02sNV1qu7r5ubmcMIDgOo3cbFe0PPp06dDYa9LZ4h9AvouSt3d3R2Nz3SoVn+NR6GY7a5jXRvIa59WAk4c8GOQssVWaVdBx/3AU+wCcPbefNg6KLPVXgfE/nmS39h13XYu3MmvSfK3k/y1JL8tFxnKa70B3O6VLTK0OswCOsMU7EV88ODBAGKrq6s5PDwcihldV4bwcSY5tVloPq6pdS9ra4vz2Xk2ZyY5I5SMty+hjWEqx9y86HYlTY++74eMJeBD1fvGxsYQOIaBAR4HmZ0NZD9qkhwdHWV/fz/7+/ujdDiJE8ZA0gF3CnBkrNUFszaFObG8DLIwdZJBwHxfbU7lO/5XXRUrIQL4Z2dng3ZnTQzQPi0WZVqzvU4SoUw5vWFlZSXvvvvu4GKfn5/n4OBgOGcLqwdrDEvu8PBwsIhXV1dHBd9JhiTVy5eLN5BT2Ez8iHW/e/dukgzvhXC1PLyAEgMoCeYDJgCs45zMdXt7e5QEQlZp9AsfwNtYcayLE2P+DACrAOrM7lR7nZjYj3Vd918l+Ykkp0n+Ti4sq/82yWe6rvtPLz/73mv0NdKydZe/A+uAEi4KYIbmQRBc0e5MGgkBgIGFwOIjkOpgr6uvu25xtLBjEUmuMD4aHEvAi5MsLK6aOEgWx+jwA5jZJfAOAe5DgHE37ZpVyxJm4zhn3k2IFQmT4wJCX5ibhrDUWEmySMSQaUUIXDNVg8KM1y55a34AI8DgNbhz584oi8baVV7jOXaZHHNz8sbxO4+57/uhUJliUF624oA+1pafwby884L7mTsAXF90vLm5Oby8+eDgYKhbY7xYnVhdBOedoPLBAdDb8SxoCn2w/i2nrEGtAvD6Ibd+RrWOXSqEfNhTmWqv+wbwP5Lkj5SPfzbJV71iPyNTFHBBEFhIED1ZnLnltK8DxQgipQX0g4+dLApIbTnB9M68ETdCENCMyUIDWSjRvBRBUivlo3wdH0kyzA8rxCDG/NiK8vTp0yGpkWTkGiEcMCVCZ8EjeOraJoTPzIV14rcbGWz8A2hDO7u5yXi/J/sLq6viHxoCB22rGwMQoxBs7UFLLALWy/dgfdQ3RAGENYvtJIQB0SdIOC5IaQj84yw6Fg1BfWf6zA/04+JavAU8hL29vRHwYgUD9g5dsM7QEPcN2tojgPasOzTHA3FJitfKNPQYbMVbeVuBw9dOiL0pd/Lz1myu+3+shidPngxZFhYdy8THOANyrrMBxGAOLygaEdegVauCJQETkn3yFhOYwAxuc5uU+dbW1uAa20w+OTlpVpMnFwsJcBH/e+eddwY3F0vLm8GdVrf16WJUXEkyP9QBMee6CyJZvC/QcZBkkQDh3iSDxUrMDBBjnaz5bW0YcJlLjb3Qf63xMv/YzUwW7x+wFW2Xx3HGOkbT2jVhjocCQIzVOwSSRdkM4RJCGUlGdWXVYyC+uLe3N3geZCv7vh/2VPo0V0DPPO3YcE3AuKQFsDA42WJmjg4/OEZm5eltTvRNXzV+Bt/AS6yRM/hT7UaAWDJOaUNghDHJsGjU6LAoaCWbngiks5Fci1VhF8kBYYAKV5TMpDUU7gfB6ZWVlcF1IKbG8dIAqAFtd3d3EHCsE4QDpocW5+cXtUe//Mu/nOfPn+fhw4cDw+/v7w8xQlts0JPPV1ZWBvcaS4F4DGY+rhCv5QJ0ObnTMUEE2BaFA/vQE8sWwKEsocZe7BKz5vTJtbUEBLfJLmiNtXi96AfhA0BQYOxPNO0AmwpSXAdPGviS8fsW+d9z5xnEz+pLek9PTwfgwnWHvszFiRbWAuVzcHCQ1dXVK4XAFBbDA/AsY0sWmecaG6xF3gYWaOIEHEBql9xWPPxGmAalyXNRODV732o3AsSczQAg+G1tDBhULeA+jo8v3qaM1sOEr9s92O4C4XwCAZYTgeEko9MCbPYj6Pfu3RsFaDc2NgbrCZDFHSAugavh7SeOm7H4BMcd6H/y5MnAMDV7ZFcF68xv0cHywLUl8A4dmSeMuLu7m/39/QHgiaMxJsf/oCkgZDcBJZHkCshYOLFSvCnb21us3PgfYeUzW4y2pKANZ2PhWmNNu0YRxYCFZFcW0CHw7pNzDWwIIckheNZlJi7odcLByYoKEEmGCn8Uet/3A09h7Ts549MhiG/ZA0KuUPQ17mpr12AOYHovK5Y/tATk+Ns8w4tZmDe0JiTBWky1GwFiDvbBKDAdkyUG4RS7g63J4mgZCgqTxdnqAFgNVBPI915AnwJLettgSjwAKw8hN4g5i0e1NwzvokMsIVs11n6MiZeLICjOMiW5UtHs+BSC6myQ971hbVrjoqF9DBKWgPcnsl62PHi+Gc+xLtaXZnDhx9uwkgxC5cAvzW6QP7M7XF1Pn9aLm2vLyXFG92l3F/cb/kExojj5gRewOAA6lw+xNlVYa3AcjwGeQE6w7A0UVOHXrUjQs1rSzAWwc3IBsISm0INnEVN2mU2NkcGjgBL0s4VonmCsrfV1uzEghnZhgU2sOgFbblg0lDIgXD73iDgWldQ1m4nrw70Q3Jknl0EAoCwOb5jxaQcAJAuJoLPlxtkfNLe3yzA3B3exyCycjMMWWbJ4d6PjPjV4bkuIOAylHFhuLtp0YsWZT8cXoaGDttWy5DPPwRXhCJXff4AL5LmaB5hHteppdhUBMgCS4t8kgyWDhWrrmediURKWYCsR73+ket+lJUmGewADx1rtYlt5O0NIlhegpL4MxUpdGsoUviXkApjapcVKYw0AFBJe5kOSJ6Yp60HMzwH+GsA3wPEdz0emzJe2fm88iK2urg71StXqoU25nM7IJAsLxAyBK8eeRmIP9Mc54iw2WhMmff/990fHZ6NxXHtULUXHzWiMkxoehIm9a4wbq9ExOqw3azgY9Pj4eHAtkoWWxT3AaoSOZ2dnefr06ciiwYUmSYBrlWQYo4EQCwJ6u3TAAXXWqLp6XjMDGH3ZMsMyTMbnztlSsrXVcjWtlMgGolAQ2oODg9GmexJHFJpC47W1tSG+xf1HR0d5+PDhYKmyxcrWCGNhTV1WwBgYP2trlxKew5pj/aCVs+9OGgFg9m54hjPP3nOJcibM4ue4QJwx2aKEB5ElgAml6FMpHj58OEpyODbKMz8SgX2DRhUG/50s0r62UAhQG91pBMZrIaOtimRxXjrMa2uAjBBgsL+/PzLtaw2SN8zCIBV8mKu3oTA/hNoxJbuSNbCNUCSLF1+49MTud7I4YdbWG2tg96XGIU1zXFG7mK6ts1VUwZ3vHBqw2+NQgeNG3h7Ffe6T1gJMQBAaUEfHs588eXIllsebyynEBQgQ7mopeW7EqbwtiWfbOqMP+MF8zviw/nkOPMTYWYNqBZn+Nf7oGLLn4rifXW92XTx58mQIyjM311gyJxSoQyKuL8Q7YpcDPOlkjRXvXLsRIJYsFpYaqhpT8YQQMoKJnNTA4jluhBXhkg2nlE1ACI/ZbKvAQWszFEBQ7zeQWQu6eK9aSg6WOn6RLAr/GE+yWHAElDH7eBWDly0dCyVM4jiVBaFaSX4211Uh9vOYpwXELo0tLoTJGUlcKbS9a+To0+UQDqY7S+q0PgJfXSv4jFipi0sB8CdPnmRlZWWgs3kqyQCyjvEluQK6ti4cNK9JCXgXuvM5lo6VmwW+rouB3uvDbwMh8gjvE891nNL09VY+r7P7q+EVW6LQxwDPutbwUm03BsTMjHXgXlQYEM28s7MzgBhMD6GPj4+vmKUEckkvw4x1b1qNq1iL0ixoju04ieAx2ExmLg7yYukYiKogGFjNfC725PnWrNzDD9q7/ticr0Bmt5EftKvBqma8bGnatUKQAX4DJC6rXXivseeGtvc4+r4fhMRWvq09LGSeyVh5vj0DAtDQw9bJ+fn5cJxOsjhxF9fLgGDXCKAzjeApZ4tbigtrnL7gF6+rs93wiZutLwO7FbOVhcsfWB9v5UrGBeTwNH9XUHMigDkZiFvA22o3AsROT0/z4MGDAckNInUrAkT15ln72GjUepS10737+/u5e/fuEAB9+vTp8LLWZLFDgMYLEGAMUskWQpgd85xtKMTSXCJQg5u4KCQoTk4u3r7srFeyCKRCBxj3xYsXg2WZZLD+kjEIW/DdF31Xl8TxLlsRLthsCbwVkF0lM3Yr0G5F43IKGN4xP/rDGvehhQgs63t6epr33ntvKBJ1rKn+WEkZCHAPOXnB1/V9PyhSGlln1o5WLVP+h5YANjztMgbTDsvIMVYnlrwLxQrRzXTmfxsMreugycnJyZWQjGN+jJ01JaNP8gHg44f1g1+sRJe1GwNi77333ige4x+ClSw+pijEoBiQvYwUhCaLzNvBwUGSC8DY29sbmM7uDYTmuckFg7q8wJlCXDHMa5v+JBLYmG7XiEVDqA3GdumcWYKxHNS2K+ZrbPVUJqhMCsMD8s5cGmBcA8XYahyvZW1Zy1uzevxYNa14qOdrtwmLmncoOsZ1dnY2VKwnGYqETS9imQYGj88lCElGQG3AcR8GcvODN2ubP2pzNtqhCltfxKhsIdcYqC0h83Z185APGoDqZ1IrSI0bY3r69OmwduYjW8UeM3Hqs7OzoaQFGiAPrXDLddqNALG+vyjihMhO1ybjwkisBJupq6urQ/nEo0eP8vDhw/T9ohIflwIAoSQCM9+uSBX8ruuGtDaMW7W2Ce+sWq3RsXB77GZWuw/+qWOqYEI8ge8QfAsmTEUsyHG4WjibLISQPhFCJ1qYt0EnuRroJqZkC9CuZHUj3CeC4NhZTecDLvSBhcYYUBqug6NEAcVBgJvnTc0V4eJerArG6PnUmBaggyXmOVSgd6wP9xgFiuKu8uFmfvLzqqXMumLBch3AxI4GeDi5sPYfP3480AdZglbwELFhF0Y7zsy9Gxsbg8Kocbpl1tiNADFcFGdJWNxK3BowrFXkfuUTwER9DVqTFLqDwHZZHXhOFmegw2y1lsX1MyyQa6eSsZbjGQZi+un7flRdbQGqzUBmZmotfLWCYEiAuYKYYxTW2l3XTZr7gAHMXwPUXGOX2CUA9MnfzIlr7BI5I4zbhluF6866dV2Xvb29oT7v+Pg4u7u7o61iPo7HL/Gwi8Uc7OL6hSWEEpJFbKjGZF2/B61MO8/ba4eV5gJk2urq6gDSDh84C854WBuUHjzqzeuOz7L96a233hqytkmGc/9rIszxR9xI16kB4liTPNMFx7ZoK7C32o0BMQfuk/EiOK6AFVODktbitjBYjFodTeCdtwxZkFhwGq4Lgo4p7PQ08Reup/QDRkH4VldXh3OoECAWles4ZsiatgUI1TVwsLXGdhAOx43coBUatQqs67Toy+UPXrsaW7Om53snCHi++3Aw/OzsbKjZwqLb29sbBOLly5d58OBBzs7OsrGxMbw5h1jh6upq7t69O1j8Jycnw7HHrNvR0dFQM0UZgd1/JzwQut3d3cFKWV9fH8BvfX19AEUrPgTWawoNV1ZWRmUq9Ediw/HTra2tHB4ejvgDYLNV6tfiYcUSAnF4A5rbGmTeu7u7wxl2lsOnT58OSTEUIll2g359tst0atGy5R6FD+h+JEAMzZpkVLjprJXdEkDJB8kR3CQWQqzHKe9k8TIPAAzLDasERq1jtOvC+Vu8hYlCSeJaXTd+g7J3CFhrmtkAMVxjm9sV5N0QBh8cWWvAHJuo26LMvMn4xFmDn3+bJjzLGrQCmYO8rXHb8uu6i/dYulavumfHx8ej7WOcb+/vibnAL9QTEjNzssCnkJhmSYa1q9a6z0lzLJM5wtPVdauxRxSns5fwBcIPGHtnixVjDW04WQJdnVCA3ngEBhWXTvAZ9GcsgDfyAC8zH1vJ9k5sxe7s7Ay0sqw4OcRYarLB7UaAWJJRNoYsD9m+ZBx3wcxF+3hB0SAmgGM5aAvHqky06o/TJ0J+fn4+vHYLIeKFBsnCGgKYMdOdDjdjYHnVPZGOq9RMGAvvcZr5sMa8XagKNlZBK+Buetodqq4Qc2BedlusCCy4VZAsyF5fYj64/cyBxAvBatdX2ZoECByjc9V+tVb5fmtra7BerCBdVFqtKFs1DnV4zaolWssoqjcBPfmbdeX/Ov4kA11RiM4o0y/j4/n81A3crntDYbg0ZWNjI3t7e4OyZrwOC/Abq8pKiEJg5NzxTsbKT51nbTcKxExcMoW1YBNTm20wZC8hQtX+MLRjEJjU/I02oX8zkwUwuWCUx48f5+HDh0OGBkvPca4kg9biGgdXk0WQ98mTJyOwNlCYEaoLWC2iqkWdgSM+wdh8QgDNNDaI2VJwwNuMloy3DyVXXSbT19ky1tExPn5znY9o9vPschCfwrIzP5hOjM1C1ff9cC4/9wII/G3Ltlqu8EZrnQBBxoulznxYc55t1xVw8xoDHDwHi8eJDehn+po/bWXBp7u7u6MECNYzx0rheqJI9vf3s7q62NngtedZPA9aO3lixW46m+8MwFPtRoDYysrFeVwQ2htXffa3TVReuvDixYtsb2+PNDkmOMSyK9l13fCSDJih67qhFAJLjXgVGofsCckDxri+vn7lFXJ1MfjNmABNu47VffMimtmd+PD31Zryb+KIFjzAnechYNb80A/wMpCxbgg6lqOFxsFjGs/ieHAAiLPquQb64KZiJXjuBhTWiXgjjTIArG8rEbtZq6urwyGRHDAIsEBDW6707c3LLk42EGPJkGxy7Ip5kpQg1nZwcDDQt1rj0IxnHh9fvEPh8ePHA3/h5vJaObwRAIwDIKt1aPcYV573QtqCBKR8eCayZ8+Axv/wDzzjV+FVeTEvVMXgthTEuq77viS/Jck7fd//2svP7iX5wSSfTPJzSb6h7/v3u4snf08u3gL+LMk3933/E9d4xqCdEGwC53YTrUlZAOqxatzIVgDCb0107969weJ7/Pjx0A81RH6nIG6ZrTS0/ubmZvb390d1QtZIjvUwDwuPzX3TogoMWtFAUQHSII8FAwhVgLVSQBj8TAOjLQHoyzXJQlDR/CgRLCFbGigCbzQGiBy7dGYtyYgmdbMxY8MKo9If/gG8zAMrK+OXUDiWiRsK/yCoTlL49AWA1paYrUrvETQwQhcUBDG2zc3N4cUfjhU5K+z9stRHPnr0KMni3azEhiknOj1dnPy6urqax48fDxYUcT/oiXJCFjndAprg2pqHHfLBKrc1hqJCsTx48GAk46wpMoJFOBcPS65nif3pJP9Fkh/QZ9+R5K/2ff9dXdd9x+X/fzDJ1yX58suf35CLN3//hms8YxB8tJIZuMYaWHxn0WxF1Huqe4P1tL6+PqTdYTSEn8U2YzprsrW1NTC4AczWkgXdfydttxVh5NkWGsdNEERrK8eX7A5aeBk/QFaZjr6tDGqQteVO0Z/Haffe2tRKCsukJm6c/fX+U5IIfmmL58f/tnCsxQ3QdsGw+Or2KfcL35lehDxWV8dvyPI6GaRsjfN53QbFuuFes/4+w25tbW3gX4Clup3Qqeu60flmrouDDxkba8a6QR/WwYWtdd8j6wcNoIv5huy+gd4yBeCxjg7qv5Y72ff93+i67pPl408l+erLv78/yV/PBYh9KskP9BfS+aNd193tuu4Tfd9/bskzRjEwfGUHImuMi5/qgljo7GIli+JEFzomFyDCsSwEHIkfUYZhZiTTBeD0fT/aq+gYjDW/QccAZkFBY3EgHe6XQRENlVzdIGwBtXtdzfLKGDWGZAsShoLW3t6CS8/1TqDUoL/3lda38uCikjkmDoPwoZm9nYb5e36UNiTjM9VwOR3fZCxYjgAqVpafa/CBvi9evBiEzNYja+tkhGnOvAEHnyHHnO2i4i2QXMBNZMxO6HRdN6pfW1m5qItD6RIHw50zwLI+0AgQ4wcZTRYvfvHWKIcBzs7ORhvDHbNFbs0f9ngAMZ5hL6vVPmhM7GMCpl9M8rHLv78oyb/QdZ+9/GwWxM7Pzwd/ngk66EizW1K37EA81xPZHaKxvcEBSIMkJj2LSL0QgXm/TAMBxj1CQ/k8eubgRWAhqwvM/QcHBzk4OBjF/+wK+5hnGN01QQiFNSDXVsvVQsVnMFh1t7xnlHWBFpzJxlyYjwWCo7X5SS4AkXgLIMILURyzMT9ACyusly9fDmeyIRBuWG+Ou7Kn0O4/a8p7Og16josli5CGQxbmUd/DnkGsbJQGgW5A/MmTJzk6OsrOzk7Oz88HQH/06FHOzi4OQzw7Oxt2nSQXynlvb294HjyMQrMnwXpSWoSsJBlA2XJiD8TZZ347EYBlWC1Cew3VSnYoANCFrzY2NoYTkxlXq712YL/v+77ruvkDfxqt67pvTfKtSbK/vz9sOwJILABMHGZD2Le3t3NwcJC7d+8OC4757UChTXzHKGCi1dXFSxPW1tZyeHg4CryiifxuQQssZrZjGh6/gSpZ1EfZXcQawPznpNlk8Zowb5Y1iCHQuAKcapssaqSgo12Ems2syRPc+q7rBgDjt4XC2UoA35XsCDkASEY2yQBgOzs7w7oBLrbGqzVb3VMnW9bW1obEjelventHhPeyAkwIaS2DgKcczHbIwALrLJ+VG/QrcjTwHGfY9X0/HJjJcVKA3cbGxiiBQ4YRZQBQYTECWPAIhws4oVTLHOBTF6n6Gocf1tbWRjth+r4fHVltpYeyhT8ZO7FH4wDK801YYr+Em9h13SeSvHP5+c8n+RJd98WXn11pfd9/Ohcv283HP/7x3iUGPpyPz2BoCGy3cH9/P8kF02B+1+BqtZ4ePXo0Aord3d0hy3j37t3RQhPk5I3jjx49GsWFHMCsrpSZvQbIfb+1nLWnmQWGcqqda6Zigr4HesCI0AxwhNbe5oO2rNrVVlqN/7lPv6+AV9YDklh8XiMEtfZL3473GcSwrAAbsq30AdjUGB1zshUKEKMgEEDHnWi172Qce7XH4Lf/4LZWOlrYHT/E7eP5T548GYDd4AptqT0ENOwxWEF5PozZcTMH5h2PxvPAxWXspqPf48D4HDvmPrwLlD9zgG9eOzs50X4kyTcl+a7L3z+sz39P13WfyUVA/2hZPCwZ7z80Uzig6hQzhOYFFlQOr62tXan8heB2FzjpwoLLewf39vaGfXa8hQWtTXnFgwcPRgwKY1ZLwa6FLcOaWeP6Gux1lseg7NhKTQq4SNGniiJgDhIjBGhMx/28pcpgw/OZU9XaWB1eIyrjARsDBSDnhIStAWhk4UFgahLAQW7ut6XEOG2ZOyZpBbm7uzsqmnYypAIiYGjLz7E7W+iAA2/Egt7woev6UCQuhIYXfLJusjg0k3HiGkJT9uO6H9MXo4DwzJ07d0Z92Cql9ML1Xyha+A0rivlaOXE9Y+e5u7u7ozgw91GOM9WuU2LxZ3MRxH+r67rP5uKN39+V5Ie6rvuWJP8syTdcXv4XclFe8TO5KLH4Xcv6h4gGKZupjmkZ4W1qguAw4tra2mhfpAsDX758mYcPH+bFixej+Mrdu3eHF8oChsmiULFmukhjY705tlYZ3nECm912WQwMro/zAYfJ+CgdCzdgRP92E7BMocezZ88Gt8eFkAinkyeAMcKEkFVa8Io76G/tTvyG4PD29vaQQIF5ceWqBUgzEztrxfxXV1eH7WqAZg0j1Gal46TG7u5uPv7xj4+E7unTp6OasJo4YryEAzis0+fKOzkAjzBu3HnAn4A8fAyv4I5zgoQTC+wLhR64Z+fn5yP32cYB9Nzd3c29e/dyeHg4xNO4DiAyUANW/EZuUdIkF1AEJycnw3n6yCN8h5UKH8D3vLeAqoGpdp3s5G+f+OprGtf2Sb5tWZ+1IYAQob4izBkcgpt+iQbbU1ZWFi+JxZJynMhBWAdt9/b2Bpc0ybCt6OjoKE+ePBm9TIFxHR4e5uDgYDhvv25jShb1U2Q3AQ2sILSkNZhdRAMJQAYo8iYdMxbgc3JyMmwTsZZ3BtOuOiUG1f10BqmWvNAcszJYAHrQBosV5uZgQcaPYFtZ+PkuwwAoWHMLguvE4BsDh90kLAncHPpjE7ndW2jD+jqLBs2hA/sC/cYoJ6jsOieLQlBctpWVRckPWdIaXoGfATEEn/GhaGqmvModz/ehnXyGlUxWl9jv6urq8HYl7xutB5EyLsepDaD2jqx0nUU9OTkZ5Hiq3YiKfTIqMBRMQKAS5kIz+iC6ZPHyWVtqCH6yMH+xWHgmgk/KmaA3b0XyaRJcj7Z/++23c/fu3eEEA8oz0Hg8H6ayeWwXB2vBAm3LE6Z2HAiLyAFXhMoxBebkRAI0NTM5qVBpU8HUQOO6Iv8kGcZcQZA1NgAgbNXirtfY+oOGgCNhhZ2dnWxubg4gsLKyMqw961uzsPRnOjiehhA6luZiz9b+TR/Y6fn6h+bnMNfHjx8PPIXyJTmTLDZ6o4CYA7S3ldnydOrzCTNQWoR76fAO8WEADUsL2XQpBrSudDJw82zzrOOT9jQ83tpuBIhhiQFEmJaYtTAWoADjwmg+C8naGSIQ7Eeg7QqsrKwM/j8ujssAvL1obW1tqND/2Mc+loODg8GP39raGgVP2UZSNZHjXRZWgCYZA1uyqNYn7oPJDpgTOIYexJ6gC9aJ9xRiDdoKqjEex30cf8Iigen9Qg0zqV1qx65gSj6vQXho4exb3UML3zDW9fX17O3t5e7du9ne3h5lkAFT1oRWrRtbq866Jotqcu5zmQRAg5LEqnKZTQUvCzFAz3xOTk7y6NGjUSzIIQcrxsr3XGc54H6DgkEcGXGygLIQ4lYAF3PnzWAoOugAoD979mzgSRsOtvb5nN/UDtoitPxPtRsBYkmGolEAYWdnZ4izIDQIG61mSmyGOthbA+OOY5yeng77zpxFM9AY7La3t/PWW2/l8PBwFA+jAJZx8kqrvu+HGh+PBUYCgLxQ9MF8AHhrOwpxscIMBGxQt6vKSRvE4rBSbXW4MpvvkwyaljdKU23vV5pZyxIHY40ogXjvvffy8OHDIWHC89nbCK0BDNbXriRAZ8sMGvAmdpQfYwIoXaLAc/jbWUFvQaOxFrhXHEoIMLqand+2kJ3YoS+SHShYXi1I7NLuF4ADsDoGS3iFwlALPPfQF3PhOwDo8ePHg6IElH2AwOrq6hAvrufhE68ihIM8Ihu2fAF4qgqQ7/Pz8xwdHQ2GBDFCbwGcajcGxAwWZl4WLFkE2fu+H51B5fQuTA2zrq+vD9YSmpI30/AM4m4EvOmfwCnxMBbAFox39+OuIWzPnj0bxuTMI0LpUhIzH26ZXUDTwbQBmKm3AkA5gwtBddbJWTyE+ezsbLA6caMtQMwVV73ruivvZUSoAARicy9evBgFaVmbVlzO4QOe4+RFMt5ihlD5aBpA2q59dfsAJIAGaxeBpLzGlpCPvK47BqqLbdeOdYF3DWisJzsUHCtj7aAF/AO/O7mF5wJtvO/RY+G5teyBxA+NI648TsDX47YCA/yhIe6k+cJxYdaMwD+1fmRzwYTWsUNuNwLETFRcByq6cQMqg/A9zI17hGBjHW1vb+fu3bvDkThorpoloi9v7UDrOltmFwIrI1lsULZGt+Z0KjpZHNhIQLrGLHwtglotSGcs/Tk0sbtaac04oRNuql08M73nTzDZ9VxmVMcqEToyTDW54LiXn+ffjn0xdoNYq0zDLz0GjBAqhNOFqCg+086uIjzmZyJ88CU0NBCZt5y1RoEwd9e54bI5eUD/0A/+IUOOBQoNyMp7DHYvbYF7LMifT4QlvultXO63rqeb3X94KFkkfnyMFiAKn9iAuPHuJMACowEQPoXUhXoIDSYvFpIJDKMRk3B6vKa6yW4mGYKoaFosEwiLxnIMK8mVLSXE06jNqQvud2ai3e0uW3tagGEouzoVDJg/vxEsqvQdd2AeZjCP1Qxk98Oa3JlNgAzBtBVas5tmeluVrWCuC2e9pcjFmAg7JRGPHj0avTZvfX19sCbR8HbvWG/ozf+2tgFx3EnCFo5XAmK2HquFBvgzVyxau631FFfzByGC/f39IUvOqwXtEppXWB94jb/53GBGH4RESHjBz/CFLVXWCD6scTk35s/9Bk4UpPdN3ngQI4hIOhwAQIAJKnqvG8j94sWL0cZurATHmu7evTu6N7n6yjBbE045OwbDtVTuexFgIhaROBsbd+0m3blzJ/fu3Rv2SO7u7g5AjRtE5scBeRaUmAmMyOfV3eIH1xYhZ27OBCXj003r94BWjV05CM/flDe4PABwdxzKAGnBQIi8N/Hg4CD37t0bsta2aFxSgNJ7+vRp3n///Tx8+HDYjgYv4RJXQId2KBi27VgR8TxAmbVwFpF7iIuiJOAlnoMirhYqeyG3t7cHAEkyKnHg5R337t3L/v7+EDeCf9iVAp/4ZBT6cHmGM6SEV46OjoaM7fHxcR49ejSMteu6UeB+Z2cnh4eHw64ZaGGgJlnlHQwoW4M53tf5+fnoZS5T7UaAGEBDCtd757Ae0Hau2ULoiImwUGgx0tyujHYtF9rSLobNdwdDscAePnw4xLqSxdllFHES9GSPJRagQWxvby9vv/32UGu2u7s7xKSIITn7aHPeVfR2F/lxDMvZWOJWzJF4EPOoQWtX+zNHMztWrd0FB5HR2rZ8cXWc2PAPVja0Bmg2Njby1ltv5a233hrqAG0VencDlofjdU+fPh34jLWmDAOewWJlnba2trK3tzcIoQt9cSMBaopMk0Vi4PHjx0kyKLaapTOgQTtnWu/evTu83OT4ePHeSuh5//793L9/P3fv3h1owpiePHmShw8f5sGDB4OsONtLq/S3dfj8+fO8//77w1Yx1tT7aZOMPCF2vVSLk4QB60kxMAehIocoGcZGGGVnZ6dpzQ348Wpw82Za13XDQJ0Kx4R2Jbe1lutmHEd68eLFIIinp6ejPVyOH9l6sUDSl10dzGmsK57vjGhLiBGwZGHp7OzsDFYYtU1YLDA3sR8HnF29DeM5S+XEBgBGg1EMzg7C2zLxd/7eJy5AL4OYrapWNtiKg2xqdTe8jlglOzs72d/fz97e3hAbdFIGpeNstcdli5l1cHGy44iOp7Lzge8c78RawWIE6Jk/wm9FU13kWi7CtWx/4yQTH4FDsglLzdYVIQP41KfJmv6Of1W6G3zINDqRZfD1GgA65mEDGMDvzKz5lywkygx3n58b706ifexnU0LAqZVoOL8iCu1i4iWLzBJCaFMaRuVa18+wiM5i2b0hznJ0dDQshs8T8wLa4jOIra6uDuUOnL7JIhlkHCilWNdnmTuQXt1CAxJz9LydHTNzAD4WeAshYGFAdPKhxi4cZ0kWgmKQsSvLNQAJFpG3d5GU8f0GCQsqfXiblGOhNatoehBT5b5koei8sdoxIluueA7wX7JI9tia5VnOimMF7u/vD7LgxNXq6uqwtxMaMwdkBIseOhjIbRHTzP9OSAFi/MB3pqPXEVkkRolB4nVlrX2SCvE8Emmnp6fDjge/SLvVbgSIWRA4zx6N8uTJk7zzzjujI6ST8SZwI7Uzm7gaSYbMzenpaY6OjpJkZEXVGJKFgxoejkR58eLFsJXE8SLcmxq4xpqydeMMm62smoZHaCi+JfBJkBsX0NYXzJKMXUdAFCZ27RSam+fgknKvx1cZHUF1iQPPtqtid94xNMcfAXBcc2oGbUXXDJqziqwrRzwD8NCHcTnoTSmIEw8EldkORwmAd0GwRigmHxlDnI61Pz09HZQxc0SwNzc3h/do7u/v5969e8NOEJSYLS4sVGK08JITDC6ERflQqAwNakjCiRVceoAGD4L6LfgGmWPO0Nq8Di0cAmBHAgpqb28v9+/fH+2cWV1dHDl+4y0xtAQExRVEUDGPsa6o/dre3h5tPLY2woylCpjfp6enefjwYZJF6QLmtsED5k8yOv/ozp07QxAfISNAaesnWWTuYCoDLe8FQJB4GQOCZHCtllw9eBGBYsxmeDMn96MlAaVHjx7lvffeGwLUgJe3dxl8XPKBQBELwcVyMS0CZgEm9kb/8ACuXD0Bg6AvYATwA2Z93w+xLQSNNXZc0JYhFq4tXsaHpWPrxEF81paYzf3790chEcd44D+7sIyNdeP1Z2ybIsPqY4bqGjJerEjosLKy2EtqJZsswijEGj1GhwtsZToo78oAl2CYT+FrMvxdt0jsIKOOb5Ptvnv37hAD5r5k7Ha32o0AsSSjGJQBBHcCTQXCA2LsZYQwxBDsFnHiJ8yEJUYmxUfyJFetF+JMFMkmGcxchLG6Q86Y2RRmIUnbs5iPHj0amNLgShwG4LGmg24oACwz7nUGFubD7YEJOZbo3XffHarUASZcCQsBArC7uzvaH9j3/VCw6VQ5QOcxEOfyMdcIomNSWCsE6hl7Mo7xoWBcTAkwJotYka2HapkkGaxgu0ymsV1I5kHsxsWmjhVxP80xP/ME88XKgWcdBzU/4ObWGBR0wIJ1Esjr52JZ1tjJo1rvyDxQxszRoQ/kzffYKnO8q5acEPKpcTSHIqbajQExm7KYwQasw8PDQXskGYQAAKlBZ8AEjU3/ZI4IeBrEaGhYMw1uBZmmmg312J2ONzPzNy4iDEA2CQ2NJqYWyS4XfWMd8AyYBeb1+WCUHZgpYBTKRR4+fDiAP6Y/GtI/zJfEBELAaR/J4sUhySIuxvPZ3M8WFhg6ubqB2TE4mBtry/OvPAQI8hmuHCUf0IxiUIDbZQ523Rw383OdAMArQMDtdtfwhOfKmjgkAb8CmAg0rlWNb7pPQJySJdaighiWro/tBqSrdeb15G9oAQACYlwHoHmTOM82reuxPOZNrqvxu9puBIg5I4f1AoN1XZd79+4Nm3qpwIaYaHzHAmxJUVMEA+OaQrjnz5+P6p0cJ7M1aGa2NrMFhrAxNjOZFxmQYMwPHz7M0dHR0LczUUkGixMmIy7nYDXgSv+OQSBQBjHiKTBpDXwzBgMFNNna2srbb7+de/fuDWDpzdUIka0c1mRzc3MAQNeUMV6eZXcFpfb8+fPR9imvAzzkADLlFE661AwmIG83BveZ2CDXOVGwtnbx8ljOoathCfN2pR99GoCYMwoHdx9hBwyScXGz6eV5456yxngpBnonhWzhEeOkLwDEVQLE3JAjxkCzdYwcunA2yah2kdIlh3Rw62u2ubYbAWKkpNHqniiHD+7t7Q0B2HfeeSfvvffeUItFY5FwQWGsly9fDoV/jmmYMDAmAUwOqsNlsKnrjI+1kjWv3QYWOVkEjR1vob/k6mkDmN3JIlGBdemtIZxzRllA34/PZ6dvrB8HfwEdu6w+H58xEcuCJsR5nj17NigGCxBry9Ys71LgxRa2fkw7W7QIoDWyhdfACz1dVMs4qqXnGGa1HB2f5DkINXS+d+/ecByT43ooGt9vy43/AWjzS8tNrsF4hxKYE3RMFocc2qKliNThBD8DpcqaOm4H4OHZsJ7shMBwqJYmJ13ANy6rOD09HU7DQKE+efJk5DG4ds+0rO3GgBi76JNFDAOryAtHxga38P3330+S0VHA+/v7OTw8HFxPChLZgoJb4/ILfijCc9CTMdJq1s0MCTBY6yWLMgfXycCEmPYISmV0g5gzajAcQOSjcZKLWCA/fq77ThaKAo0HkPtMeMx+AJDq7b7vB+WAW0bQv7oC0BsQt8XneBdzRbBNU2hs7Q89bEk59uJnWEBsfRusUaKO6znEQQCeOJiPOMJFd5Gz3Sg/0xZ3BWnmgYdSf2zNOf7L8+zRWGmbfoARc8NiM80cX8QN7ft+2PNoK9Nnh7kMhT2QJDEYX4074+onC0WD8nmtmFjXfgP4f5bk309ynOSfJPldfd8/vPzuO5N8S5KzJL+v7/u/uOwZZ2dnw9G1jn+QpYKBLcQvXly8VuvBgwfpui53794dsnaHh4d56623sra2NhATIGPT6fr64v2OlCngqqBZEQoWwK5NdQNYMITdFlZLUPiOID5ztMtHP45DOD6D8Pr5aLTz8/NRSQiBW2s3mMV1akmG6msyv13XDVYvLvnDhw8H9xVX3Qya5Eq6HCA1iDNPxlL7sHWDgDBf7q2AwzMNpMnihbT87bonhw/gP6+HLQ0sMe9sYL7U8wFinosVmZMHTmgwZ/MXHoLvc3DcysDAV3cjGCAdf6JvW/aMqxWPQhkRSkgyOuEDOfb6M04rEQwF1sFADm9dp33QN4D/5STf2ff9add1353kO5P8wa7rviLJNyb515L8yiR/peu6X9P3/bQteEnI999/f/QqdhjFGgfrg429Pi8eQh4eHubjH/94Dg4Ocn5+nkePHg2ZKLTz9vZ2Dg8Ph2p5LwoWHaCBu0T1Mu5qsnA9SNX7WBJbXQYvZ7n4DEC1C9piopo0QEBwd2Eg3tlYdwwwJ9wiYiIoCwSVGiv2xkE/3AmXNGAVw3jMiboqygPY2wd4YBE4k+mYUzKu43OJQQWAau0kGQkSCQFqv+pYnUV1fxZmx99ccZ4slA2K0sfRGKztbvnUYru6rJMtebtWXscKOvCI18beBjRhPZlLjaF6vPAL13vOBleSNYSG4L86H1taZPvhP5JD0Bx6e11b7QO9Abzv+7+kf380yW+7/PtTST7T9/3LJP+067qfSfJVSf67Zc9hQTj7HnMVIGKxXHS4srIybEVhr9nBwcHoUDzHY2DEw8PD3Lt3b3AHTKjV1dXhPiwrH+dis5nFxI1DK9maQHhgCApXAR7H4sxEjn9UQXVsK1mk1BF+H6qHG1D70loO1/k7B1jtIhEHwfV1QSNWE/vuWCdo7nicEwsAcstl8u8KBo7h2VVxmQPfoyQQSNPYNOenJiXqeFCqfveB9xbW+UAn1str7qyeaV8zovAyFnUtU2DMNU7LM9lDzA+KweOpVie/AUD6hy7ETjkOiFIQr5VrDhkjIIbSxC0HALEQa4lPq30+YmK/O8kPXv79RbkANRpvAJ9tCIMD4wAWmSVAAiBg8jAo7k+tKMb/Z5P16urqsO+sVvtjVVnAXFTJWGFqZ4jMSABGXQTubbmbbtbK1Z0xw3EfsUBMcB8TbGGyNnNMzPU+9MnLhbuuG0DMcTFbTQA09GYTMkJCTR0gy/icfTMoAajOtjp7WnmHeVXBszVcLRGX4rQsO8Zka8DrkSxit4zLyQDzAeMz32CBGWzdsCIdBwS0sJwcL8LiMhg5FAEd7NVAa+ZQM++2Ih335ZnQNVm4vLiGTlrYda+hGIMcHgLGA3REzqbaa4FY13V/OMlpkj/zAe4d3gBOEN4lEgzcggYDJhkJMXsRqaNJMtosjqZgMZ25bAVIEVrcHdd0VZeHRa4uRwUPxz3426CdXC2E5Jn0z3yrtYIbbEEyENgKgJYOnPt6LFg0IUF94mHMARr4tWD07U36a2trQw0VNOO0DtO10s3WIfOs1opdE8caDfoOEAMECAig5Qa9sewQMAs0zUkHAKbG0awgmYuTRdC/upMOrp+fL05dJVDu2kZAkdiuk18OTdhiNh9aeTtEUennxBVj9gmw1Wq2O16tPGTYgM7fll17HFPtA4NY13XfnIuA/9f0C+76QG8A/+QnP9nv7e0NDFY1oCcKUpMlwSx1lsiuIIR2DILMJMxRCyodawBUnVnDdavWlONUjn/AHF23KPbENWCxbSXZXUuuanWEnXERUEWQoCEWEOfdOwbF39aWVUPadTLg1ON6LAhYD9Boe3s79+/fz7179wa3hB0KXGs3aCpw77o4j5Fx1jPSnCmzG2QFAuggQLaobb04TooA13iYyxIu5eOKq0oWGd6mP/jMVr2/Q4k4nOGtbi4NwjtpgavX1ZYZc8LDsQtqZWkl4nmzPsglMTIUopMWLqkxrVZXV4c5nZycDPuna/ij1T4QiHVd97VJvj3J/7jv+2f66keS/Jdd1/3xXAT2vzzJ31zWH5OEWSxA1XKxpofYPoMbYbOA2t2omRBnUSxAHpOFBYsGdwTG3NjYGAUkYUILPtbj2tra6B19BrxkfMQJDO0SAuYGwDsuhwVJLdbe3l52d3eH2B5Mx17U09PTgYEseDSb/wC03+zssgLGSJkKuwc4OhlX9/T0dIjZuXwEy4FspgXFRaC2wizEjkEiTIzTiRtcF7LV0LNa0NS1UYNnl86udwVfW9NOEthVBmQNqPALoIYLDxBUxeaz8wiP2ArjNIv6zlXW0jLGPHiOC6QBM+LUjhljCDx+/Hg4TgcjgRcmuzzG/XsdGZOTGDUuOdU+6BvAvzPJRpK/fNn5j/Z9/x/2ff/3u677oST/IBdu5rf1SzKTZgK7PrY2bPYi3M66YflUQHKswe6JrYfKQDUYzgJam1uzcS2Wohm6uoqO17j+jevqQldgq9qM632aJ9oLxgbECGaTbbX7bFfTY8F6qCBu8DRYMz8EizdWeZM+47d1mCyO03b21SGEVvDbNMVSdqlBsnC9UXSO9TiWZYuJ+8jqca9LBCz8gIvXy/E7gNmfAaRktXHXDdzwMjxulxGFD60BDvgJ5eK6QdfWtRrK3UDu7CY0YG8l15PMoVLALnOV3xouqW40DTm9TvugbwD/3pnr/1iSP3atpy/uGSZTA8aVCA6S+x5rQWsWa0j68RYTxyzMyBYMzHMzfc0OGnxaBXpm8KpluMd1P8wDJnEfBhrXzcH0VNXjTnrbFFaQM7KudWoBqF1mM6itIlu70Nib5BEA1+Rx3fn5+I3aWIu1BspxJgsE99ciTSuLmiXE8sPqcyyLedR4YrUCDVIGNz6v8S6DMeOiroxjzK38DNysEYDC1ivcQiv9ZJEY4KfyuZVrtRqtiABIn+WG2+kSFrwAwLTyiOPZLWVUP6/r/VqW2IfRIB6ThegwEBNgMg7IV62Nm1VdRltSdh2ScYW3Y0/uw7/t11f3q7qRgCGWS01VI7ROLTMH06ea3snCavE9MJ9dWjJaPrP95OQkOzs7Q5zR/QBipjuCUs+1stCg/c/OzgbrC7fJFdw8k/ss/LZAlmX7PF6HGKB53/eD4FW3yDs8iMF4PqyXx+H3keKGex2hiXkL/sMF4wcep0CW1+wZUOB/QMtb4ZifrXvG0nJnWfdaemHQxEggEXZwcDAc6cMPtO77ftjO5tiYT8CwjDppx7imMs7cS/jlIwFiLLgDw7wABNPZDFNNTQdmk4y0ekv4q8tkBrDGMAjVTGNlmmT8qjELnUGMexwbQBP7tAmOdcEiqK5KrUS3e4pwUOh7eno6BFoBMm8FSTKKDbnsoYIZ9AZcsPC8KR33jfgMh1sSg8NyctCcMVvL89vWMb95tt1Iu1vc660sgDs0pF9XttvyRWABIL+Ru4Y7+HHQ3LsTcBfpj8M9UYqOMUFrFyDv7Ozk3r17Q599vzi22nE0eMWHQt65s3irvd9f4dCNx+39ymTyWU9oZpl0osPWtC1WJ8lYO4OXY9EozZogm2o3AsSScbo6GdcuUTZBs+luIbN7CWj4Wpprzfp+8WYdzH0H9nG3yLZZO7SsF/o0U7eCwAZZMzfWAwJaYwyOyflZtSgQs5/vUAg+FgWA47ld140sjPrMymiO0SEcySKIbvB2vV3f9yPBYH3tIrNbwOthxcE6O/blYL4tIXjL2t/uNxYIJSAGKujISaQWMlsJ3G93jD6ggzPhrdIh8xI87AMIoNXq6urgOZgmjA1rc3t7e+jPFiRrAMD6LHsrAtedwcfQuvJbsojbOekDv8Nr5hu7kXhglrsqK1PtxoAYk3TsqpXVMQNXt9GtxjeSsfvm7F+1QlxOgHZG0Fj05OrbnyE4zG3LqLpe3M//jucYwKyRHLermSaDBpodxvBuAvrsukUGy8zlLTXVbbOrbOY6PT0dZcAM9u4DlwKgThYC4edAc9afteM3Y3BMzwBtoHdIwcDhF7nUmBZKo+u6wTvw+yuJgUKnqkQs5MyVPlkPhzkMYMzNlqhB0jSFz+EBxs51lCl4AzheCH1ubGwMdZY+pLJmLs2v9k7M147PYRx4XmR1WzEx5A6FQh/2XqbajQGxqklqoNLBTq7hvppZRJAhDv04NlE1n/uHyaxRLSQOVDsWYDfHi8/zEQw0KfMyYNoVq1aF4xZu1IpxbYt5ACEDKvU9T548GehkADXtDbIGNbQ8Fpzvra626WJrtgbIHWi3tcezudb94hImGdVs2VrnWYASuxKSRbbQJQtJhjPsyCJCkxpHhfbVRePZlJsQE/M7E6x0bImZLjX+WxUm3gKAiWtv4yBZFImvry82+fMDOLPm8De0M2gDfux1ZHxra2uj9xI4jmwrv8bxeBbNPLas3RgQcxDYJrrjGNasyeJ0Caq/W/GyZPwuyZcvXw4HsJmB7UogsDwXxuMc+VZAlfHZ1fCYawzOwdCVlZVhU/nq6qLoL8ngonlBeW6N901pQgSXmFTXdaM3ZHOOE/fb1UOYEBqXtvB8BNruHUFqZyV3dnZGdDC9oYnng9Z2NtmKjPtd/Izw+PlJhlovu1auP3NJABldnvfs2bMrp+xSV8c9fmeAwxnMA2uR1/NBc1xx+nFQvJ5AgfIF5F1PhfxgvR4dHeXdd98d1QPiYuJu1pM4cDXtETgcgnVoPt3e3h6FLlAEKysrQ+mPkyNW5K24mL2tmmCaajcGxDBlXcviOIM1bzJGb2/QZvGt+R3bQAtyaB31TLiIAKPdNYTCPn896QLBqMFe5sKYDcB2i6omh2ns7tJ/rZRPMpz7bpcIJjk9PR1O4QBgYbBqtfDbRa12PXy9LQMXR/Z9PwIHg6tdcBRPsniHqN0pmhUGbmYyPuPNli3rnGS0x9CtrlFVNtCBeXPGHIDhl5Gcny9OYnD9VI3lEQzHEsfdY8uYlaNpZh40nzgGiBImafDgwYPRexNWV1eHsgzHvAAVwJR1rCUdtTg3yVDG40RNTUbZnTftoS9/MyaMABRpvafVbgSIoclgBBPKbpmvTxbJAE4WhZHtjpkRXPyH0GMFoXmxKBy/wYqB6Gtra4Ppe3Z2Ngpqr64uTlSozRrGLh7M4iA+18JcDipzaid9YmHyGQwNndCuL1++HJjYgl1jOa58R1jv3LkzAr1qjZFdM/ACYmh76GX3g9/enOyxVeVV40FcZ5ry23Eg/zhkwRhsPfEDTTY3N4cTGriPPaOVVwFG1oTnJeMsMoqQpBJ0sEJzvBBwcsjBIIaCYEvXe++9N7wBfHV1dXAZ624GB9VxQQFS6sO4p5ZorK+vD3JjEK+AY+vaSsPJMGhqS5fzypa5lDcGxKiBAX0d07GG5nq7lpQTEKSmHxd8OgbkvYV3797Nxz72saH40pkoChERUDYuv3jxYnTWmV9oCwMiGIzXWp+5AEpYg9aMZmy2dRjwyN4lGVk1zB+BBGRPTk6Ge/f29kYZRLZWoXHZPgIjATDOZlqzJhn291G57UA6dWrJgnkdp8FCNChUy6kG3510oTkGaJclyWCZ0cfOzs4wbgsu43n58uXg1u/u7g5lDcnCUnWyxVX/gIJLMmroAhDAvYM+KDGUIc+Et/kOLwKewX3DjXznnXfy8OHD4RnUfTk8A72cHYcfOXOP9wckydHR0eg04ZWVlUFuT05OhmOtkoyUgDOWrDFGgi23/f39QXaRWZ8DONVuDIgRKMRNY5JJrmhYa1+Q2hZJy3VIFnVoZqCDg4McHh5ma2tryFq5ytkgtba2NhDVIMI4YUYsE4TNbl7N5th8rkF8u4TMk/vRfMRAmBduHJrZAVoYj0CzkydmNu9D9HPox1lk09aZTc5Mc9zIFknNWmIBM/cpdw/gqHFB1hY6YUFAQ8bLGPf29ga3jvW2qwp4AFbwpS1DgMZFygA01j7KjM/43tYOfMO1/BiU+UHgk4zePdr3F6/Me//994f3T6ytrQ08zv5V6GfgAmjZf7m9vZ179+7l3r17A5igwIklo3hZHz5zjZ73EztpgPXnjCUxU45Fx01tKbTabgyIITB2K2z+W8M5VWsTnOCk3TIWuAbXaxrczGIN2DKNWy4LAsUYAQy7P9Vd5G9bYDyDZzs+RR+mlbOBgGmN6+D+Wuu5LojP/L1pWtP69GvaODAPfUxrAzh9V8vaTM51LSA0XatAOG6IldP3/VAeYSDH+nHmz3FYfux6mb7VxbUV2bIkeb7nZKvO91SFZ2XtRA1ysLq6Opx2TKLAe2e90wIgtXu4srIybHi36wn4YFn6xFonoAjaOxHh4l0UhhWyy2AcQmGNHX6ZazcCxGA6FxCi5SpAWGvXoCBCwP/eU+agqYOQyeJECuqdnOnkels/MH9yVeCSBdFrtoWFrkJiIaj+P8/d3t4e/nbhrU113Azu4zOq8+3uGgxrOUDrhz6rm8Y8W8kOZ7m4v7qCaG0DyRSP1Pt5disgDw9YCO3K1r6dwKiFrDy3xnO81h63x2Hacb2zfP5dwwzVKvc8iXHCVysrK6PjncmEcnqxs7e2GKEFAORYKC4+64kBAc/Ze6hxwbOzs8GawhJzOMLKzrxflYDpMNVuDIi5xsXBPP+2pjdzEefBYoGJLaC4WNbCPOvo6GiU1aLsgaBuslhkFtcMZRPfn9VxW9DqlgqXDVShJ76HYJJNBUwqGFSXmz6tLAyuCC/jNX0REM8Denh9DHDJ+K3bNN/r/Z12yfwcW3otK9Hzs2WHIBqMECLXI9m6seVphUqrwgTvVIC39cyceb6BjGdyfeURx1Shl5MhZ2dnQ2kRFhl1Z2trazk4OMju7u7AK6wlwEFCwYrGFqYVmxMWgDyxZhsJDgNYtr0jBhBj/e3GW8m4btEGQqvdCBAjJubYiwOAlbFdQtF1i31cvGDWrhpEgHmdCWQBODveG3P9HseDg4ORFUaMA7CA2NZy/tv7yGrjuhazwzQ8lywqxYQGFafAaxbJFhg0gR7V0jLQVs3oNZjKvqIscOUcL0quVujzDMII9OH4loXKlivj8DsM6jMQECwRrImaKLKS4MeCg0VhvqPv6nr2fX9lk7YLRe1B0BfxTAOVLTLo40QBcTe7X87u+aQLW8hYVXb3koxokywUH3ThiHdvf6oWarWIvRb+zLFGaFtLVPi8xWtuNwbEaK0FZCLW/pUhnC6vGsH/w9D0h7lcmdG1KrifNrEtnDVuYYvI5QjWZv6p2s5WEovuzfBkg3gm90MfAzeaDTCryQL3UxuuWHX35hirWqcGP6+3wdrWh101xx0RBlu4ppdd6SRXxldjWzV77O+x4qtQ2jo0P3Gfn28XqwVi8JgVT1UiFTD5XUMs0NvlMYCYebwqJa+n55Qs4mb2Ykh+2QNwzNp9tioKTG8MF6+TrT/LE/dMtRsBYsnCIkkWBad2P0DvOhlr5tqfTe/k6jn1NtdrUNXlBmhmmBsQw+xt+fMGuPp8x+Q8DjM5i+6x2IKEQaow2eViDLZuKwMyNo/RQFoVDNe04j0tIazrVa0XA0QN7NvVctC4jtcWUMsVbV2X5Mqa21WtAFxB2Lxn68JjtgBbYQFqdolr8NrjbYGYwa0CBXxbg/m1me/sRjN+exBYvKa7QcYBe8tAiw4GYa+H59uKNU61GwFifb94Q48XBQIg9Aah6gZVy8za4OXLlyNLzuABMTc3N0ebpQENuxiOJ+Eq2eIx0wM0dZEIiPr8qgrCfd+PClbPz89HQXgHtpmv5+QiRoLaBjxrW/+2ULpvAwyf13WobgVui62per2fwX2sv4EYi8DPqABeFVK1ipz8cLGv41NTmdgqSFXR2D1yTZ1B1S69s9SM1cDIGBzTc5KL/wE27idma96Fvx2nY37+vbW1NbwFjPibi3W7rhv1h1x5PWy5tuLAtrqguZu9kRqamWs3AsTOzy/e2WeGNiPBLHYn/F0FNH+XjInHYleXDs3jLStz7mt9dhVk7q9uTtV4FmhbMCwyQowQuvDPrmG93+Oz9UUzg7WspRoLwzquVgVzcNKEcRrIapDWz6xWguM7/l1dQI+1rr0B2fzDfFquLvNsxaa85rYe7T7b6lldXR3FJWt4xOtFv6yxLXDoikBX2qMsV1YW76iwBebx0R9xLdfObW1tZXd3dxgDGXtkhTV1zIxaSK/f1DxrqKACXIt//bw5ILvOGfvfl4u3Gr3T9/2vLd/9x0n+8yRv933/bnfx9O9J8vVJniX55r7vf2LZM/q+H73ZBCau2qklcK2+zGgVfCpzW5vaMqvPtUDzHBOWMftzWwcwnp/TAkVaBYlkHLeaA4PqSk8JY52rA/DWhGSzaE6KeL2sZOxSc9qn5z7HzFgXleZ1fQ0+lVZej5albhp4HAYeP7Ouua0FJ3haPOf7Gav7rm661wSgsmVf40b06e12FWzpz/zuOKmPckoyOpzAcbUa6nGrSsTGQ6uMZs5V53nLACy5niX2p5P8F0l+oAz4S5L8e0n+uT7+uly84ejLk/yGJH/y8vfS5gpwB6j1vCuCVxmq9b81A31WIPT3zpL5c8eXKkiijVoAi4at9Vse25S7UgGhBZBc79hWC3hrkLSO1W5DFU7vIwWADBweCwxfyz2wJluuWms9k0Vg38Bqq7IFAK31nXpWpbutBYNS6367gk6cVB71fdCsrmUrHsZ9nheWuedvAK2lIZUnve41CVTjjZ4T83JW15bxlHKofdbkkQP/de0ZfwvoarvOi0L+Rtd1n2x89Sdy8dq2H9Znn0ryA/3FE3+067q7Xdd9ou/7zy17jidEZsjxgKrN3Fr+txmnxZSVqaz1qntS3Y0aU8Bc5xo3az76cQyktUAtIWxZUnU+tiYqvSw4FrQKBHU9YD6DGKUqtmq5ls+9VcYJm9Z6tYTNAgpNqzVuCxMLhe+9plY0XF81vMdDH56j6YiigB8MJLamDOKOP1bw93isIKw4WzFB5o2b6X2UlhM/h/tbBc6sE4qrFpW7lu86Fi58jgwzF/OY6TPF0/w91T7oeyc/leTn+77/u0XgvijJv9D/n738bCmImbHr2UM2Y1vmpYHO/VSUrwCTtEsLKjEhMgtrbWem8jx4bmshABkWuWVSO/ZVA5yOT7UAqY6han4+rwBfXaAq8MwRmnEP4FGBw/Rmzo7vVbfNYzP9vA4eY41nVTA0yNb+KmB5vtAD5dSyvB1Tq6UEBrJKZ3sb7ts8znWuZjev2aqhr7of1bxULTv3XQGoWu6mF0kvPq/usxvhifp8j60mVzzH1npNtVcGsa7rtpP8oVy4kh+4dV33rUm+NUnefvvtJAu3KcmIAHWy1XqwaZ20waMyP211dXWUveN6xx18Pc9rxSVaPr+ZvI7L43X/9TMLu4O8U61FhwroVWitpd0q7VrftayMCjQtZdFi3qrl/RnXTQF/bXPuZaWv6ebPDHI8x6Dkn/pcj72uFzxEqzxkYHURbwVFALclHy1ryXSt26+Yt+djS6rGqKp3Y2XINf7fPAZwmwctU1aedb1q+yCW2L+S5MuSYIV9cZKf6Lruq5L8fJIv0bVffPnZldb3/aeTfDpJvvzLv7yvGiDJFUGYYojL/q5YIf7cxPRCVvPY900JTDIWkMpYdTytVHFLYMxkZjBr8BYYmVYtWrQYoYJY7aP+b4urfl/XpFqyfmbLkp6ivVulUV0TB8SrIvE1LVr5uha41bFU2lYQmwItr5UtIX9ff9yPlVPLRTUvV8VXk1nIROWNqtQsgwbaqQRNbVUJmLZVLmoflX+n2iuDWN/3P5XkV/B/13U/l+TX9xfZyR9J8nu6rvtMLgL6R/014mHn54tD9GoMoQVMl8+t4xpNusUcNvWtKSGo+6wxiLrIBpwaaLbl4Tnxf73ezGbr03OrWrTeXxm0BWKmXQWjlttRW52zn1dduUojP7MFDi3Loa6tlZDXpDXWCqoIXF331vO5x+s/pSRaNG0pxcrDfGfro66fwagmhuoc65yctWQuznhXz2OKFnXtWmtYeQ5vgeunlEY1TlpK9DpAdp0Siz+b5KuTvNV13WeT/JG+76feAP4XclFe8TO5KLH4Xcv6T8YlFlX4WlpNYxvu9w+fzT2vhf5VeFouUH3OlNVR+66f176qy1KfU+fcslQqENVnmqG5p4Jy61nurwWkVZiTcY2dx+LnVSXRWr+qxFqC1QI+z4/vvDNjav39u4JeFXoHxg04fnZtlRYOdld6T8VrW1ZrlZfq0WBFAzCV9i1AbK2Rv2/xmO9tjb9e735aPLwMwJLrZSd/+5LvP6m/+yTftqzPRh9XTN8pLVcZrWU9TIGS71lGmAoo/qwFglWbTrUWUNSfueta/6OxWrQxY0+BVI1FTD2vRZ/63ZQFxz1ztPNn1VKov5fRKxkDSS1JuW6bUqDuy24ZwtuyzCrPOZ7Velb9f5mC4p4a0/J10HVqXpXGc/P2M6syNu/V66f6qePl/9cGsQ+rMfGWVl8m0HPtVa6t4/Hfy/6vIDbFcHVsVSCn5lqtvamYk+9r/V3HXgFv6r4pq6yOtfW5hbileX1Py9KdAtCptTUQtgBzGfhNrXWlR6VjS+Ba827NYwrgp+ba4qta2OzrAcyW9TqnZGrwvjV/GyF+jj/HGlzWlll7rXajQMwDtoltovBZbS2LqcWoLQDy82qbiyu5vzr2aqq/LsC09pkxPjPjFI2mgrh+VoteLavO4/V3U/OpQjWlXf1ZK9lRadqKA9Zn+tl9v0jwTCV6fK2fNZe4sAJu7ZCoAm06mS71mXM0muKVOcCsVlaNx1VX25ZWXZ8pxbRMGc2Ncypht6zdGBBrxSrMbMmC+aeISjNTTxU11lY1VzXP/VlLoPz9nDbmulY8qDW+Cla0mjio86xC1nqO512BqM6/BcSVXlXzV+Gt5Q51DKZnS+D4DLAg+dIqkGxlvjxWjxlwa13LeFq1V7UuriXUU7w2p5DnFJ/XhX5aVtoUD9Z+Ki/7d1UgLeXQ4lfoWcfSkltf0+KvFn1quxEgNgVMLc3dYpR6X/1sSqu1rm0xw5zw+ropl6L21RKiKc3m/+fKFmogd4o2FTD4XUGyfrdM8Kbm2nJtpgTX91grO27U6tcWRW2ttUrarmwdR2sN3G+Lbv5uiueuw7c1meFxtJT51DzrWOr9cyCWjDPm1dJsPat+9iqg7n4MglP30W4EiCVXM4EW2iqUU1qAVhe0FpXOZRNb/9fPW5pvqo8KVFU4W3PyNY4xVJevJfT1+int6vG2gHdOgJfdW+dTr/f4/V0LwOir9ZmfP2XlTc3J45gDSd/rnQqMYcqCnVJ+1xFKP4tWz+FqjWeqrzlXuSqXKmd8zvXVKp9SHlPKYGru5vsaPpqjVXJDQKzv++GE0aQdB5tieGsn7m25ey1waQnnlEC6tdLOLWHmM7SYF6oFRnVONCwtM0w9m8ljM41a4/d1U5rY46lC0qJbyxIwU7bGWq+tSmZZLMbAgEXWek5r/Tx3K0wLqsdfFUuyqKA3nWy1mHZzAFf7bYGMN/a35tcC8WoI1O/cWnxg2tb7KgC2+l5mZPh7W1/+bsoFdbsxIDaV8q0aMrlKhBaTtrSTAaTe29o+MdXmQKHOi+e19i8SU1k2R67l8xbzLEtM1D4rc0zdXz9v0aZFf/cPANeK/zqW+jm/5xRNpWerH1sgrEWLhq5ta4FWnWPLHa1jmitlmApLtEAbYPTz+F1dr9Zz55QMfbTWtcbEWuNz/611A6BaIDUn09cBsOSGgFirmflbYGMrY0pTzpm6c61aAq3vpr6f+q61YL6u9V3rf/dnJm65UlNxRgPRlGDMucGv0jyueorBFH2XMW9rrK9CvxatALfrtErvlmKplsV1QMVjqS6gx1r7qbIxFY5ozcNhiBZd/dzWGFuWYf1/ij5zrdJ3rt0IEKsLnkwDRAu0kqsmfzJmgGWatVoYy1wwTPXrCnd1gbyZt343df+rtrq9ZNn4bK0siy990Da3fi26VmFo/e3/WxZOy9WvreVetdqUxXqdZ1y3mf6tsMeUKzfV5nh5mdxMWb2t1gLh1r1zcbg6xmUGSXJDQCy5Osg5a6il1aZA5VUYq2ZcpgRjmYUwpZVYXExr+vWBkLQKqFPWw9w4kvHJB3WuNvGvK/jLtqtMjZ/rbTlM9Wuga7lRU3P3eK9r8fmZVdAs6PW5czGmKbr5vkq7Vr9zMjAlL9dtU7HOOZ6v9Gl95h/u43m23urf1cp7Fev/RoBYjZfAuNexdqYymO77VYCsBRCtv+f6rAzmPXut59TYRrVMW67JXPzDAeapOdqtnAMEP9txCmq0HNyu9065UHOuMM87Pz8fvdjFfU/FMd1az67P4YUqc+53HbvHUYV8DpznLJOpZ8yFGlo84zEYNKbA0IrMa1v7nZuzx9Oq6TRt/B3XV9pXvqi81Wo3AsTmNFlLgN2mgvCOBSxzPVsFpdeJZwCyrXHX6ysQTGnSqs14Ru17DtgrWFT3tTLKlGs2NYc6zqk2RcPW81vae8qtmlNYfnZrjd0qOLQC5JVGy6zwOv+6lnPNY67jb7mQdU5WAAYKz2+K71vjrs9tgXad4xQt5oB8zqL7yIBYba1J8fmytsyshugtF6G+Xm1qbHOCO/U8/18tqdpaVkOrzymAnuqzfv8q8+D6KfDwd3YTWvfWz6dAYk4w5ujn8+Nb4NmaS4umLQGde36lve9/nXjZHDhMfV6tHizvuVatrykenFMgU2M0fWsf/mxZP61240CshbyVCa7j8k3FR1pCs0yoWs+fClRaQ9Xv51zAqtWWPcdjrc+oINISwCng4Dtbfy1aTdG3NTbm11pXfnuuLUUxFQet4FyfOwVklcZWbC4sbVlpLUvRFq77awl/fd5chr2O2/Oqc6Vfv2ug/rTKXNyfnzenTKsXUufoOZgWdh+n1vxVgezGgFgl7JzmajF5FYhlIDX3fx1DtXiuG0SdA68pU74F4nPuZx1ra+FbzNKyLnx/DcZXgfU8fJS4LY+qdSs9WlqZ6+qzavzOIFCVTAugTLOWZVTHP1WWMGdpzCmcuX6WrWUrbtlaQ69ZC+Rac5pTdi25mFrT+p0BbJllV2lQFcWydmNAzK1ljZi53ObMVPfn31MEagFIy2WbEv4KVi2wu06ZRgt467Ous7h1Lt6mMic4UyDk/mqw3Zuh+WyKGadcxjpH7newmvHX6/yM1mc81/3WObZ4Z4qvWhZv6765fqpl4s9prbWaah5PS4G2+m/dX6+ZArCpz3yP763Wl3mNa14FvGg3FsTmvquuw6sAmFu12KZAzG0qa9NqNbbSGtMU8C2zRLm/ZVUsu3+qtWjUKpaswFMFkesNQK0Sg6n++Ow6c5hj+jmQmevL/1uJzim/OSB7FSFthT48l9Yz5hTeFLjM/T9nUXr8LTCbk7NqENS5LZO9qfaB3wDedd3vzcUprmdJ/tu+77/98vPvTPItl5//vr7v/+K1RpIxISzMjqe0zGhfR5sLzFc3w5/N1T2Z6L63ZTVM1eD4hznZGmvFR1qW6ZQlRWvRwv22mL8+o2UB1bXh3tZzp+hA31MuBH2aPv58as7XsZBb3/t3y0qrazJVllLnWX9XJeVxTcX0piyqFphMAU7l99a19R6P1fy6DKSqnNKmykWmDJBa8jG3hh/oDeBd1/3buXhR7r/e9/3Lrut+xeXnX5HkG5P8a0l+ZZK/0nXdr+n7ful+jimromUaX4eBqDOq7lGLmfyb1kpfu/8pq29ZXZAZgeuW1TjV8+rPz6++iHTq3larNTlTLh0Nl8bXVdeg1VpgT38VPOoaz9W+1ee2FFNtrXFOJV/qtTUY7hq2Obq1ntmyTFsgMaVQrttaFlbtsz57rk6OPirwTike2hSoTY1p6nlzdP6gbwD/3yX5rr7vX15e887l559K8pnLz/9p13U/k+Srkvx3y55TJzJVpT2F5Mm4CnuqRmeq9obf9WyqKbCq300JZWturYWpgORxGrDmMliVDr7Ob7rxGKrwW5isBDwPAGzO8p0C8alWrZ+W5b3MCms9Y04gl7X6zGrJ1me3+KHVWlb9Miuq1aYs0Snhn1LEU0A61eYs4GowtK5v9TMnZ8vaq+1VWLRfk+Q3dV33Y13X/X+7rvs3Lj+fegP4K7WWSX9dpkvmzf25Oiosjrn6oOuMYU6AbcFUpq9j8P3VvJ6aW6sOzp/5mlabGtOcZbCsv5Zr9UFo2xrjsuumQKAlaK3AM7+XWVxza+o2V6fXApmpPucsmNqmFMEHve66zXScskqvY80vax80sL+W5F6S35jk30jyQ13X/epX6aDTG8Dv3bs3a6XonuHviuIQaqp+xvdP1TXxu2VpuU09u2WFVUZEm9tFnDK152JYdR7uo+u64RncZ/BysL7lhnlMvsd0nKq9a63flFV9XUGZoyffex1aFsCchVGvn8ost9bEfdQ40jIh9phbY6njmVKQ5qc6rtY8W8+aqvky/7QMi9Y601pyyP+tmO/U+izjkw8KYp9N8uf7i9n8za7rzpO8lQ/4BvAv/dIv7SHSlPnbuP/KZyb21HVV2Kp1UJmo79vv/2s1M9KcGd+y9Cpwmh71+a0YVRWGqWLV1thadWimk5m50s+0a4GNn1c1fQVG0771bsQKXHUOy476marNe5VWLVPGVuvYpoCkJgeWgVayCHFM0bRlCVflVP+uY5zbWteaz9Suk2XWq+c8VTLD72U7W2gfFMT+X0n+7SR/reu6X5PkTpJ3k/xIkv+y67o/novA/pcn+ZvX6bAy6XXMZK6jTWk1vpu7t3WdmQhGrc2amdM3W89bZgXU/82stqjcX2WUFqO3mLs+t5VtbFmy9N2yNlrzaFlN/n4OTJZZFi2hTObjhP77VYCsPr+6+nw2ZYnz2VS1fBVq2rL1aymHKX6q9/I8g+mUIvP9U5Zuve8640jaJUv+7vMCYl3jDeBJvi/J93Vd9/eSHCf5pkur7O93XfdDSf5BktMk39ZfIzOZjAk0ZX5fjmfWNaCv6zxr2f1V61Xmd6ypun1V8KvFtGyRW2A6BcTVWmlZXHPgPuWOTQlQy3JrzaeWjcwJcH3e1Nhb39OmwKml6VvXvo6lNgc4rXG3vpty0X39lGwsc7nqmOratMa+bA1adKpHaE/1gdxMjf064EV7nTeA/68nrv9jSf7YtUdw2SpR/Xmt0WnFLCqxptw0/p6r56oEtJD7+Waylnae6s/uR2vsrTlVhp4Dq7rlowWcLaBsAW9Lw5+enl55Z2FytRaoZkirizu1Di3hdZsDi7nAef3coGVBnoqHTVkgLcCZUpRTQD0FWO5vrl2XTi0QnIqpLbPiapsLYZjnPde5tbzOvJOkexXEe1Ot67pfTvI0Fy7pF7K9dTuG2zGUdhPGcTuG5Ev7vn+79cWNALEk6brub/d9/+tvx3A7hpsyhpsyjtsxzLcPWid2227bbbttN6Ldgthtu2237SPdbhKIffoLPYDcjoF2O4ZFuwnjuB3DTLsxMbHbdttu2237IO0mWWK37bbdttv2yu0LDmJd131t13U/3XXdz3Rd9x0f0jO/pOu6v9Z13T/ouu7vd133+y8//6Nd1/1813U/efnz9R/CWH6u67qfunze37787F7XdX+567p/fPn78A0+/1/VfH+y67pHXdf9gTdNi67rvq/runcuC6b5rDnv7qL9Xy555L/vuu4r3+AY/rOu6/6Hy+f8N13X3b38/JNd1z0XPf7UGxzDJO27rvvOSzr8dNd1/9M3OIYf1PN/ruu6n7z8/I3Q4bWaC/M+7J8kq0n+SZJfnYutS383yVd8CM/9RJKvvPx7L8k/SvIVSf5okv/kQ6bBzyV5q3z2f0zyHZd/f0eS7/4Q1+MXk3zpm6ZFkt+c5CuT/L1l807y9Un+30m6XBw68GNvcAz/XpK1y7+/W2P4pK97w3Ro0v6SR/9uko0kX3YpO6tvYgzl+/9Tkv/Dm6TD6/x8oS2xr0ryM33f/2zf98dJPpOLM8neaOv7/nN93//E5d+Pk/zDfIAjg95g+1SS77/8+/uT/M8/pOd+TZJ/0vf9P3vTD+r7/m8keVA+npr3p5L8QH/RfjTJ3a7rPvEmxtD3/V/q+/708t8fzcUhBm+sTdBhqn0ql+f19X3/T5NwXt8bG0N3UVL/DUn+7Os+5021LzSIfV7OH3ud1l0c+PjrkvzY5Ue/59KV+L436cap9Un+Utd1P95dHE+UJB/r+/5zl3//YpKPfQjjSC5O5TWzfti0mJr3F4pPfncuLEDal3Vd93e6izP0ftMbfnaL9l8IOvymJL/U9/0/1mcfJh2Wti80iH1BW9d1u0n+6yR/oO/7R0n+ZJJ/Jcn/KMnncmFGv+n2b/V9/5VJvi7Jt3Vd95v9ZX9hw7/xFHLXdXeS/NYkf+7yoy8ELYb2Yc17qnVd94dzcYjBn7n86HNJflXf978uyX+Ui9Na9t/Q47+gtC/tt2es2D5MOlyrfaFB7Nrnj32+W9d167kAsD/T9/2fT5K+73+p7/uzvu/Pk/zf8nkw1Ze1vu9//vL3O0n+m8tn/hLu0uXvd6Z7+Ly1r0vyE33f/9LleD50WmR63h8qn3Rd9825eDnOf3AJprl04d67/PvHcxGP+jVv4vkztP+w6bCW5H+Z5Ac1tg+NDtdtX2gQ+1tJvrzrui+7tAS+MRdnkr3Rdunnf2+Sf9j3/R/X546z/C+S/L167+d5HDtd1+3xdy6Cyn8vFzT4psvLvinJD7/JcVy2kcb9sGlx2abm/SNJ/jeXWcrfmORIbufntXVd97VJvj3Jb+37/pk+f7vrutXLv391Ls7K+9k3NIYp2v9Ikm/sum6j67ovyyuc1/cB27+b5H/o+/6zGtuHRodrty90ZiEXmad/lAtE/8Mf0jP/rVy4Kv99kp+8/Pn6JP/PJD91+fmPJPnEGx7Hr85FtunvJvn7zD/J/SR/Nck/TvJXktx7w+PYSfJekgN99kZpkQvA/FySk1zEdr5lat65yEr+Xy955KeS/Po3OIafyUXcCb74U5fX/q8u1+gnk/xEkn//DY5hkvZJ/vAlHX46yde9qTFcfv6nk/yH5do3QofX+bmt2L9tt+22faTbF9qdvG237bbdttdqtyB2227bbftIt1sQu2237bZ9pNstiN2223bbPtLtFsRu2227bR/pdgtit+223baPdLsFsdt2227bR7rdgthtu2237SPd/v/z9lZzeirXjAAAAABJRU5ErkJggg==\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# File path to image\n", + "image_data = imread('data/layer2D.png').astype(np.int32)\n", + "\n", + "# Display image\n", + "plt.imshow(image_data, cmap='gray', vmin=0, vmax=255)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 3.2 Region mean estimator tool\n", + "If you need to estimate region means, you can use the estimator tool." + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "a035baf9c2004df590391e7f11317d34", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "interactive(children=(IntSlider(value=20, description='Brush size', max=20, min=2), Output()), _dom_classes=('…" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "80991541bb304610bc40a8cb15bc5993", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Button(description='Calculate mean', style=ButtonStyle())" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "c44870e8667241fd978b3c667956f219", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Button(description='Clear', style=ButtonStyle())" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "73ea8c7cae0e41e885af274f623b8f9c", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "MultiCanvas(height=164, width=200)" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "estimator_tool = helpers.MeanEstimatorTool(image_data)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 3.3 Create the cost maps" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [], + "source": [ + "# Add code for generating your cost maps here.\n", + "# The two methods we talked about are here for reference, you are welcome to use your own method as well.\n", + "\n", + "# Using the region means formula\n", + "# region_means = [132.6561, 123.9585, 134.2254]\n", + "# n_layers = len(region_means)\n", + "# cost_maps = []\n", + "# for i in range(n_layers):\n", + "# cost_map = (image_data - region_means[i]) ** 2\n", + "# cost_maps.append(cost_map)\n", + "\n", + "# Inverted image\n", + "cost_maps = []\n", + "for i in range(n_layers):\n", + " cost_map = 255 - image_data\n", + " cost_maps.append(cost_map)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "View the cost maps." + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1008x720 with 3 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "cols = 3\n", + "rows = int(np.ceil(n_layers / cols))\n", + "\n", + "gs = gridspec.GridSpec(rows, cols)\n", + "fig = plt.figure(figsize=(14,10))\n", + "for i in range(n_layers):\n", + " ax = fig.add_subplot(gs[i])\n", + " ax.set_title(f'Layer {i}')\n", + " ax.imshow(cost_maps[i])\n", + " \n", + "fig.tight_layout()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 3.4 Use the layer surface tool and detect the layers" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Maximum flow/minimum energy: 191604\n" + ] + } + ], + "source": [ + "# Create a MaxFlowBuilder object\n", + "builder = MaxflowBuilder()\n", + "\n", + "# Create a list of GraphObject layers using our image\n", + "layers = []\n", + "for i in range(n_layers-1):\n", + " layers.append(GraphObject(cost_maps[i]))\n", + "builder.add_objects(layers)\n", + "\n", + "# Add region cost layers\n", + "for i in range(n_layers-1):\n", + " builder.add_layered_region_cost(layers[i], cost_maps[i], cost_maps[i+1])\n", + " \n", + "# Add boundary costs\n", + "builder.add_layered_boundary_cost()\n", + "\n", + "# Add a smoothness requirement\n", + "builder.add_layered_smoothness(delta=1)\n", + "\n", + "# Add constraints to the distance between the layers if you have more than 1 boundaries to segment\n", + "# builder.add_layered_containment(layers[0], layers[1], min_margin=0, max_margin=150)\n", + "\n", + "# Find the maximum flow\n", + "flow = builder.solve()\n", + "print('Maximum flow/minimum energy:', flow)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 3.5 Display results" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1152x432 with 3 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "segmentations = [builder.what_segments(l).astype(np.int32) for l in layers]\n", + "segmentation_lines = [np.argmin(s, axis=0) - 0.5 for s in segmentations]\n", + "helpers.display_results(image_data, segmentations, segmentation_lines)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.9" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/data/layer2D.png b/data/layer2D.png new file mode 100644 index 0000000000000000000000000000000000000000..330c4f679fda8c026cdca9b2b3017c38ffb027f9 Binary files /dev/null and b/data/layer2D.png differ diff --git a/data/layer3D.tiff b/data/layer3D.tiff new file mode 100644 index 0000000000000000000000000000000000000000..f2f9a045efd8f255c4f6d65aef81d65e2c120219 Binary files /dev/null and b/data/layer3D.tiff differ diff --git a/helpers.py b/helpers.py new file mode 100644 index 0000000000000000000000000000000000000000..fc9584386efb99f01298f49f86d93ac16391c7ae --- /dev/null +++ b/helpers.py @@ -0,0 +1,193 @@ +import numpy as np +import matplotlib.pyplot as plt +import matplotlib.patches as patches + +from scipy.ndimage import gaussian_filter +from skimage.io import imread + +from ipywidgets import interact, interactive, fixed, interact_manual, IntSlider, Button +import ipywidgets as widgets +from ipycanvas import MultiCanvas + +from slgbuilder import GraphObject, MaxflowBuilder + +def generate_synthetic_data(n_layers, smoothness, min_distance, blurring): + + std = 30 + size = 256 + sigma = smoothness + + line_locs = [] + n_unused_layers = 0 + for i in range(n_layers-1): + if i == 0: + line_locs.append(np.random.randint(size)) + else: + possible_indices = np.arange(size) + for j in range(len(line_locs)): + possible_indices = np.setdiff1d(possible_indices, np.arange(line_locs[j] - min_distance, line_locs[j] + min_distance)) + if len(possible_indices) < 1: + n_layers = n_layers - 1 + else: + line_locs.append(possible_indices[np.random.randint(len(possible_indices))]) + line_locs = np.sort(line_locs) + + boundary_lines = [np.zeros(size)] + for i in range(n_layers-1): + mean = line_locs[i] + boundary_line = np.random.normal(loc=mean, scale=std, size=(size)) + boundary_line = gaussian_filter(boundary_line, sigma=sigma) + boundary_lines.append(boundary_line) + + synthetic_data = np.zeros((size, size)) + ground_truth = np.zeros((size, size)) + for i in range(len(boundary_lines)): + xx, yy = np.meshgrid(np.arange(size), np.arange(size), indexing='ij') + if i == 0: + layer_region = (xx <= boundary_lines[i+1]).astype(int) + elif i < len(boundary_lines) - 1: + layer_region = (xx > boundary_lines[i]).astype(int) * (xx <= boundary_lines[i+1]).astype(int) + else: + layer_region = (xx > boundary_lines[i]).astype(int) + + ground_truth += (xx < boundary_lines[i]).astype(int) + + synthetic_data = synthetic_data * (1 - layer_region) + loc = 112 + np.random.rand() * 32 + scale = 4 + synthetic_data += layer_region * np.random.normal(loc=loc, scale=scale, size=(size,size)) + + loc = 0 + scale = 4 + synthetic_data = gaussian_filter(synthetic_data, blurring) + np.random.normal(loc=loc, scale=scale, size=(size,size)) + + f, ax = plt.subplots(1,3,figsize=(16,6)) + ax[0].set_title('Synthetic data') + ax[0].imshow(synthetic_data, cmap='gray', vmin=0, vmax=255) + ax[1].set_title('Ground truth') + ax[1].imshow(ground_truth) + ax[2].set_title('Synthetic data w/ layers') + ax[2].imshow(synthetic_data, cmap='gray', vmin=0, vmax=255) + ax[2].set_xlim(0,size) + ax[2].set_ylim(size,0) + for line in boundary_lines: + ax[2].plot(line) + plt.show() + + return synthetic_data.astype(np.int32), ground_truth + +def create_synthetic_data_widget(): + return interactive(generate_synthetic_data, + n_layers=IntSlider(value=2, min=2, max=6, step=1, continuous_update=False, description='# of layers'), + smoothness=IntSlider(value=20, min=1, max=50, step=1, continuous_update=False, description='Smoothness'), + min_distance=IntSlider(value=10, min=1, max=150, step=1, continuous_update=False, description='Min distance'), + blurring=IntSlider(value=2, min=0, max=20, step=1, continuous_update=False, description='Blurring')) + +def estimate_mean(I, x, y, width, height): + + mean = np.mean(I[y:y+height,x:x+width]) + + rect = patches.Rectangle((x,y),width,height,linewidth=1,edgecolor='r',facecolor='none') + + f, ax = plt.subplots(1,1,figsize=(6,6)) + ax.set_title(f'Mean: {mean:.04f}') + ax.imshow(I, cmap='gray', vmin=0, vmax=255) + ax.add_patch(rect) + + return mean + +def create_mean_estimator_widget(I): + return interactive(estimate_mean, + I=fixed(I), + x=IntSlider(value=0, min=0, max=256, step=1, continuous_update=False, description='X'), + y=IntSlider(value=0, min=0, max=256, step=1, continuous_update=False, description='Y'), + width=IntSlider(value=20, min=1, max=256, step=1, continuous_update=False, description='Width'), + height=IntSlider(value=20, min=1, max=256, step=1, continuous_update=False, description='Height')) + + +def display_results(synthetic_data, segmentations, segmentation_lines): + + # Draw results. + f,ax = plt.subplots(1,3,figsize=(16,6)) + ax[0].imshow(synthetic_data, cmap='gray', vmin=0, vmax=255) + ax[1].imshow(np.sum(segmentations, axis=0)) + ax[2].imshow(synthetic_data, cmap='gray', vmin=0, vmax=255) + for line in segmentation_lines: + ax[2].plot(line) + plt.show() + + +class MeanEstimatorTool: + + def __init__(self, background_image): + + self.drawing = False + self.ix = None + self.iy = None + + self.background_image = background_image + self.line_width = 20 + self.radius = self.line_width / 2 + + self.canvas = MultiCanvas(2, width=background_image.shape[1], height=background_image.shape[0]) + self.canvas[1].sync_image_data = True + self.canvas[0].put_image_data(background_image, 0, 0) + + self.canvas[1].on_mouse_down(self._on_mouse_down) + self.canvas[1].on_mouse_move(self._on_mouse_move) + self.canvas[1].on_mouse_up(self._on_mouse_up) + self.canvas[1].stroke_style = '#00FF00' + self.canvas[1].fill_style = '#00FF00' + self.canvas[1].global_alpha = 1 + + brush_slider = interactive(self.update_brush_size, + brush_size=IntSlider(value=20, + min=2, + max=20, + step=1, + continuous_update=True, + description='Brush size')) + + clear_button = Button(description='Clear') + clear_button.on_click(self.clear) + + compute_button = Button(description='Calculate mean') + compute_button.on_click(self.compute_mean) + + display(brush_slider) + + display(compute_button) + display(clear_button) + display(self.canvas) + + def update_brush_size(self, brush_size): + self.line_width = brush_size + self.radius = self.line_width / 2 + self.canvas[1].line_width = self.line_width + + def compute_mean(self, b): + mask = (np.mean((self.canvas[1].get_image_data()),axis=-1) > 0) + mean = np.sum(self.background_image * mask) / np.sum(mask) + print(f'{mean:.04f}', end='\r') + return mean + + def clear(self, b): + self.canvas[1].clear() + + def _on_mouse_down(self, x, y): + self.drawing = True + self.canvas[1].fill_circle(x, y, self.radius) + self.ix = x + self.iy = y + + def _on_mouse_move(self, x, y): + if self.drawing: + self.canvas[1].stroke_line(self.ix, self.iy, x, y) + self.canvas[1].fill_circle(x, y, self.radius) + self.ix = x + self.iy = y + + def _on_mouse_up(self, x, y): + self.drawing = False + self.ix = x + self.iy = y \ No newline at end of file