diff --git a/LayeredSurfaceDetection_tutorial.ipynb b/LayeredSurfaceDetection_tutorial.ipynb index 993117757e5fbd8ffe67bfe28d5a73f6beb20005..2e7bdfbcc15c4d494939dd13129b83bd9b29767d 100644 --- a/LayeredSurfaceDetection_tutorial.ipynb +++ b/LayeredSurfaceDetection_tutorial.ipynb @@ -73,7 +73,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "a6f1e2a02bc04777883a7f487e57aa9b", + "model_id": "b57ffeeb08e0421ebe835122dde35bda", "version_major": 2, "version_minor": 0 }, @@ -101,7 +101,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -137,13 +137,13 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "254a871a082a4fab956c1f4466bb2aba", + "model_id": "838d134001d74acaa2176c0b21451d73", "version_major": 2, "version_minor": 0 }, @@ -157,7 +157,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "bc7b2e0abffd4ae28d996407a9dad8a8", + "model_id": "e3d70ef2e9eb41cd84cee7009fd16dc9", "version_major": 2, "version_minor": 0 }, @@ -171,7 +171,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "0b1a7aa450424f80a5caa87daf061eaf", + "model_id": "66583fe429fa4d419f6bde481a3ded60", "version_major": 2, "version_minor": 0 }, @@ -185,7 +185,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "b5979829fb1d4feebb781079587b881d", + "model_id": "09f8e57eec944cc099ab064a30805933", "version_major": 2, "version_minor": 0 }, @@ -195,13 +195,6 @@ }, "metadata": {}, "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "142.3643\r" - ] } ], "source": [ @@ -219,7 +212,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -236,7 +229,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -256,12 +249,12 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 7, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "<Figure size 1008x720 with 3 Axes>" ] @@ -297,14 +290,14 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Maximum flow/minimum energy: 10459449\n" + "Maximum flow/minimum energy: 15826\n" ] } ], @@ -343,12 +336,12 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 9, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 1152x432 with 3 Axes>" ] @@ -377,7 +370,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -415,7 +408,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -449,7 +442,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 12, "metadata": {}, "outputs": [ { @@ -483,7 +476,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 13, "metadata": {}, "outputs": [ { @@ -518,7 +511,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 14, "metadata": {}, "outputs": [ { @@ -554,7 +547,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 15, "metadata": {}, "outputs": [ { @@ -588,7 +581,7 @@ }, { "cell_type": "code", - "execution_count": 131, + "execution_count": 16, "metadata": {}, "outputs": [], "source": [ @@ -619,7 +612,7 @@ }, { "cell_type": "code", - "execution_count": 132, + "execution_count": 17, "metadata": {}, "outputs": [], "source": [ @@ -635,7 +628,7 @@ }, { "cell_type": "code", - "execution_count": 133, + "execution_count": 18, "metadata": {}, "outputs": [], "source": [ @@ -651,7 +644,7 @@ }, { "cell_type": "code", - "execution_count": 134, + "execution_count": 19, "metadata": {}, "outputs": [ { @@ -670,7 +663,7 @@ }, { "cell_type": "code", - "execution_count": 135, + "execution_count": 20, "metadata": {}, "outputs": [ { @@ -719,7 +712,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 21, "metadata": {}, "outputs": [ { @@ -754,13 +747,13 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "a035baf9c2004df590391e7f11317d34", + "model_id": "2136485b6d9e4968a262a14504da89fe", "version_major": 2, "version_minor": 0 }, @@ -774,7 +767,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "80991541bb304610bc40a8cb15bc5993", + "model_id": "f01bd92d54af40a99f0b48df9cbd2e5d", "version_major": 2, "version_minor": 0 }, @@ -788,7 +781,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "c44870e8667241fd978b3c667956f219", + "model_id": "a5814401eedc46bfbda0cdfeabf8d299", "version_major": 2, "version_minor": 0 }, @@ -802,7 +795,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "73ea8c7cae0e41e885af274f623b8f9c", + "model_id": "ce18c9a3050840bca19c95e12a3e6a00", "version_major": 2, "version_minor": 0 }, @@ -827,7 +820,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 23, "metadata": {}, "outputs": [], "source": [ @@ -858,7 +851,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 24, "metadata": {}, "outputs": [ { @@ -897,7 +890,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 25, "metadata": {}, "outputs": [ { @@ -945,7 +938,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 26, "metadata": {}, "outputs": [ { diff --git a/NerveSegmentation2D_example.ipynb b/NerveSegmentation2D_example.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..69cba882a2f827bd40c01a57b16768b6254032e4 --- /dev/null +++ b/NerveSegmentation2D_example.ipynb @@ -0,0 +1,613 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 2D Nerve Surface Segmentation \n", + "\n", + "In this tutorial we apply the layered surface tool to an example nerve dataset in 2D.\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": [ + "# Load modules\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "from skimage.io import imread\n", + "from scipy.ndimage.interpolation import map_coordinates\n", + "\n", + "from slgbuilder import QPBOBuilder\n", + "from slgbuilder import GraphObject,MaxflowBuilder\n", + "\n", + "import utilsVisualizationLS as visualization" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The objects (nerves) in the image have two different sizes which need to be handled differently. With small nerves marked in red and large nerves marked in blue." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "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" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Number of objects: 25\n" + ] + } + ], + "source": [ + "# Load data\n", + "in_dir = 'data/'\n", + "data = imread(in_dir+'nerves2D.png').astype(np.int32)\n", + "\n", + "# Get centers\n", + "path = in_dir+'nerveCenters.png'\n", + "centers = imread(path)[...,0]\n", + "\n", + "centers_small = np.transpose(np.where(centers==1))\n", + "centers_large = np.transpose(np.where(centers==2))\n", + "\n", + "# Show image with centers.\n", + "plt.imshow(data, cmap='gray')\n", + "plt.scatter(centers_small[..., 1], centers_small[..., 0], color='red', s=6)\n", + "plt.scatter(centers_large[..., 1], centers_large[..., 0], color='blue', s=6)\n", + "plt.show()\n", + "\n", + "print(f'Number of objects: {len(centers_small)+len(centers_large)}')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Unfolding\n", + "To detect the objects (nerves) using layered surface detection, we first need to unfold the nerves using a radial resampling." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "def unfold_image(img, center, max_dists=None, r_min=1, r_max=20, angles=30, steps=15):\n", + " \"\"\" Unfolds around a point in an image with radial resampling \"\"\"\n", + " # Sampling angles and radii.\n", + " angles = np.linspace(0, 2*np.pi, angles, endpoint=False)\n", + " distances = np.linspace(r_min, r_max, steps, endpoint=True)\n", + " \n", + " if max_dists is not None:\n", + " max_dists.append(np.max(distances))\n", + " \n", + " # Get angles.\n", + " angles_cos = np.cos(angles)\n", + " angles_sin = np.sin(angles)\n", + " \n", + " # Calculate points positions.\n", + " x_pos = center[0] + np.outer(angles_cos, distances)\n", + " y_pos = center[1] + np.outer(angles_sin, distances)\n", + " \n", + " # Create list of sampling points.\n", + " sampling_points = np.array([x_pos, y_pos]).transpose()\n", + " sampling_shape = sampling_points.shape\n", + " sampling_points_flat = sampling_points.reshape((-1, 2))\n", + " \n", + " # Sample from image.\n", + " samples = map_coordinates(img, sampling_points_flat.transpose(), mode='nearest')\n", + " samples = samples.reshape(sampling_shape[:2])\n", + " \n", + " return samples, sampling_points" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now that we have a function for unfolding image data, let's test it. The result should be an unfolded image, for which we can use layer detection." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 936x360 with 3 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "samples, sample_points = unfold_image(data, centers_small[4],r_max=35,angles=30,steps=30)\n", + "\n", + "plt.figure(figsize=(13, 5))\n", + "ax = plt.subplot(1, 3, 1, title='Sample positions in data')\n", + "ax.imshow(data, cmap='gray')\n", + "ax.scatter(sample_points[..., 1], sample_points[..., 0], s=2, color='red')\n", + "ax = plt.subplot(1, 3, 2, title='Sample positions and intensities')\n", + "ax.scatter(sample_points[..., 1], sample_points[..., 0], c=samples, cmap='gray')\n", + "ax = plt.subplot(1, 3, 3, title='Unfolded image')\n", + "ax.imshow(samples, cmap='gray')\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Detect layers in object\n", + "Now that we can unfold the nerves, we can try to use graph cut based layer detection.\n", + "\n", + "Since we want to separate the inner and outer part of the nerve, we will detect two layers per nerve. We will use the gradient image for this." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 720x360 with 2 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Create gradient-based objects.\n", + "diff_samples = np.diff(samples, axis=0)\n", + "outer_nerve = GraphObject(255 - diff_samples)\n", + "inner_nerve = GraphObject(diff_samples)\n", + "\n", + "f,ax = plt.subplots(1,2,figsize=(10,5))\n", + "ax[0].imshow(outer_nerve.data, cmap='gray')\n", + "ax[0].set_title('Outer never data')\n", + "ax[1].imshow(inner_nerve.data, cmap='gray')\n", + "ax[1].set_title('Inner never data')\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The surface will be detected where the data pixel intensity in the images are low. This corresponds well with the data for the outer and inner nerves shown above.\n", + "\n", + "Let's detect the layers. We apply boundary cost, smoothness and containment constraints. Here we set both ```min_margin``` and ```max_margin``` constraints for our containment. Then we use ```maxflow``` to find the optimal solution." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Maximum flow/minimum energy: 4754\n" + ] + } + ], + "source": [ + "helper = MaxflowBuilder()\n", + "helper.add_objects([outer_nerve, inner_nerve])\n", + "helper.add_layered_boundary_cost()\n", + "helper.add_layered_smoothness(delta=2)\n", + "helper.add_layered_containment(outer_nerve, inner_nerve, min_margin=3, max_margin=6)\n", + "\n", + "flow = helper.solve()\n", + "print('Maximum flow/minimum energy:', flow)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can then get the segmentations and the segmentation lines from the *GraphObject*" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 720x720 with 3 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "segmentations = [helper.get_labels(o).astype(np.int32) for o in helper.objects]\n", + "segmentation_lines = [np.count_nonzero(s, axis=0) - 0.5 for s in segmentations]\n", + "\n", + "# Draw segmentation\n", + "f,ax = plt.subplots(1,3,figsize = (10,10))\n", + "ax[0].imshow(samples, cmap='gray')\n", + "ax[1].imshow(np.sum(segmentations,axis=0))\n", + "ax[2].imshow(samples, cmap='gray')\n", + "for line in segmentation_lines:\n", + " ax[2].plot(line)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Detecting multiple objects\n", + "In the image data here we have marked 25 different nerves that we would like to segment. We could segment each of these individually, the same way we segmented the single nerve above. To get a better segmentation the large nerves will need to be samples with slightly different parameters than the smaller ones. Although it is not the most memory efficient way of segmenting the objects, we could just add all the object to the graph at once and get a segmentation for each object." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "# Lists for storing nerve objects.\n", + "nerve_samples = []\n", + "outer_nerves = []\n", + "inner_nerves = []\n", + "\n", + "# For each center, create an inner and outer never.\n", + "for center in centers_small:\n", + " samples, sample_points = unfold_image(data, center,r_max=35,angles=40,steps=30)\n", + " nerve_samples.append(samples)\n", + " \n", + " # Create outer and inner nerve objects.\n", + " diff_samples = np.diff(samples, axis=0)\n", + " diff_sample_points = sample_points[:-1]\n", + "\n", + " outer_nerves.append(GraphObject(255 - diff_samples, diff_sample_points))\n", + " inner_nerves.append(GraphObject(diff_samples, diff_sample_points))\n", + " \n", + "for center in centers_large:\n", + " samples, sample_points = unfold_image(data, center,r_max=60,angles=40,steps=30)\n", + " nerve_samples.append(samples)\n", + " \n", + " # Create outer and inner nerve objects.\n", + " diff_samples = np.diff(samples, axis=0)\n", + " diff_sample_points = sample_points[:-1]\n", + "\n", + " outer_nerves.append(GraphObject(255 - diff_samples, diff_sample_points))\n", + " inner_nerves.append(GraphObject(diff_samples, diff_sample_points))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Here we also add the sample positions to the ```GraphObject```s as they are needed to draw the sementations on the nerve image." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Maximum flow/minimum energy: 212529\n" + ] + } + ], + "source": [ + "helper = MaxflowBuilder()\n", + "helper.add_objects(outer_nerves + inner_nerves)\n", + "helper.add_layered_boundary_cost()\n", + "helper.add_layered_smoothness(delta=2)\n", + "\n", + "for outer_nerve, inner_nerve in zip(outer_nerves, inner_nerves):\n", + " helper.add_layered_containment(outer_nerve, inner_nerve, min_margin=3, max_margin=6)\n", + " \n", + "flow = helper.solve()\n", + "print('Maximum flow/minimum energy:', flow)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "<Figure size 1080x360 with 25 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Get segmentations.\n", + "segmentations = []\n", + "for outer_nerve, inner_nerve in zip(outer_nerves, inner_nerves):\n", + " segmentations.append(helper.get_labels(outer_nerve))\n", + " segmentations.append(helper.get_labels(inner_nerve))\n", + "\n", + "segmentation_lines = [np.count_nonzero(s, axis=0) - 0.5 for s in segmentations]\n", + "\n", + "# Draw segmentations.\n", + "plt.figure(figsize=(15, 5))\n", + "for i, samples in enumerate(nerve_samples):\n", + " ax = plt.subplot(3, len(nerve_samples) // 3 + 1, i + 1)\n", + " ax.imshow(samples, cmap='gray')\n", + " \n", + " ax.plot(segmentation_lines[2*i])\n", + " ax.plot(segmentation_lines[2*i + 1])\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "While most of the segmentations went well, if we look closely we see that some don't look right. If we draw the lines on the original image, we see the problem." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "def draw_segmentations(data, helper):\n", + " \"\"\"Draw all segmentations for objects in the helper on top of the data.\"\"\"\n", + " \n", + " # Create figure.\n", + " plt.figure(figsize=(10, 10))\n", + " plt.imshow(data, cmap='gray')\n", + " plt.xlim([0, data.shape[1]-1])\n", + " plt.ylim([data.shape[0]-1, 0])\n", + "\n", + " # Draw segmentation lines.\n", + " for i, obj in enumerate(helper.objects):\n", + "\n", + " # Get segmentation.\n", + " segment = helper.get_labels(obj)\n", + "\n", + " # Create line.\n", + " line = np.count_nonzero(segment, axis=0)\n", + "\n", + " # Get actual points.\n", + " point_indices = tuple(np.asarray([line - 1, np.arange(len(line))]))\n", + " points = obj.sample_points[point_indices]\n", + " # Close line.\n", + " points = np.append(points, points[:1], axis=0)\n", + "\n", + " # Plot points.\n", + " plt.plot(points[..., 1], points[..., 0])\n", + "\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 720x720 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "draw_segmentations(data, helper)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "<!-- Some of the objects' segmentation are overlapping -->" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Some of the objects' segmentation are overlapping" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Multi-object exclusion\n", + "To overcome the issue of overlapping segments, we can add exclusion contraints between all outer nerves. However, exclusion is a so-called *nonsubmodular* energy term, which means it cannot be represented as a single edge in our graph. Luckily there's an algorithm called *QPBO* (Qudratic Pseudo-Boolean Optimization) that can help us. \n", + "\n", + "QPBO creates creates a complementary graph, alongside the original graph. The complementary graph is inverted, meaning that is has the exact same edges as the original graph, except they are reversed. This means that the graph size is doubled, which makes computation slower and uses more memory. The benefit of QPBO is that we can now add nonsubmodular energies such as exclusion. \n", + "\n", + "The ```graphhelper``` module contains a ```QPBOHelper``` class, which is very similar to the ```GraphHelper``` we've been using so far. The main difference is that it has functions for adding exclusion. One of these is ```add_layered_exclusion``` which we will now use. We will be using the ```GraphObject```s created earlier." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Two times maximum flow/minimum energy: 425058\n", + "QPBO flow is exactly twice the Maxflow flow.\n" + ] + } + ], + "source": [ + "helper = QPBOBuilder()\n", + "helper.add_objects(outer_nerves + inner_nerves)\n", + "helper.add_layered_boundary_cost()\n", + "helper.add_layered_smoothness(delta=2)\n", + "\n", + "for outer_nerve, inner_nerve in zip(outer_nerves, inner_nerves):\n", + " helper.add_layered_containment(outer_nerve, inner_nerve, min_margin=3, max_margin=6)\n", + " \n", + "twice_flow = helper.solve()\n", + "print('Two times maximum flow/minimum energy:', twice_flow)\n", + "\n", + "if 2*flow == twice_flow:\n", + " print('QPBO flow is exactly twice the Maxflow flow.')\n", + "else:\n", + " print('Something is wrong...')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We see that the ```QPBOHelper``` energy/flow is exactly twice the flow computed by ```GraphHelper``` for a similar problem, which is what we expect, since we double the number of nodes and edges. This is because we have added exactly the same edges/energies on above. This of course also means that the segmentation is exactly the same, hence we haven't fixed the problem yet. \n", + "\n", + "To avoid the overlapping nerve segments, we add exclusion between all *outer* nerve objects using ```add_layered_exclusion``` and call ```solve``` again. Note that calculating the new maxflow/mincut only requires us to re-evaluate parts of the graph that were changed, potentially making the computation very fast." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Two times maximum flow/minimum energy: 425666\n" + ] + } + ], + "source": [ + "# Add exclusion constraints between all pairs of outer nerves.\n", + "for i in range(len(outer_nerves)):\n", + " for j in range(i + 1, len(outer_nerves)):\n", + " helper.add_layered_exclusion(outer_nerves[i], outer_nerves[j], margin=3)\n", + " \n", + "twice_flow = helper.solve()\n", + "print('Two times maximum flow/minimum energy:', twice_flow)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We see that adding the new constraints has increased the energy. This makes sense, since our constraints are forcing a solution that is less optimal from the perspective of the data. However, our prior knowledge tells us that nerves cannot overlap, so even if the data suggest that they do, we know this is not the case, but rather because the data is inaccurate.\n", + "\n", + "Let's draw the segmentation results with exclusion inteactions." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 720x720 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "draw_segmentations(data, helper)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Which yields a better overall segmentation." + ] + } + ], + "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/NerveSegmentation3D_example.ipynb b/NerveSegmentation3D_example.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..2dcd3d5efe11aa325903da45c946d811bfa238e4 --- /dev/null +++ b/NerveSegmentation3D_example.ipynb @@ -0,0 +1,1477 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 3D Nerve Surface Segmentation \n", + "\n", + "In this tutorial we apply the layered surface tool to an example nerve dataset in 3D.\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": [ + "import os\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "from matplotlib.image import imsave \n", + "from skimage.io import imread\n", + "from scipy.ndimage.interpolation import map_coordinates\n", + "\n", + "import utilsVisualizationLS as visualization\n", + "from slgbuilder import GraphObject,MaxflowBuilder" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The data is a small stack of nerve images." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(200, 200, 10)\n" + ] + } + ], + "source": [ + "in_dir = 'data/'\n", + "vol_path = os.path.join(in_dir, 'nerves3D.tiff')\n", + "\n", + "# Load the data\n", + "vol = imread(vol_path).astype(np.int32)\n", + "\n", + "# Reshape\n", + "vol = np.moveaxis(vol, 0, -1)\n", + "\n", + "print(vol.shape)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib notebook" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "application/javascript": [ + "/* Put everything inside the global mpl namespace */\n", + "/* global mpl */\n", + "window.mpl = {};\n", + "\n", + "mpl.get_websocket_type = function () {\n", + " if (typeof WebSocket !== 'undefined') {\n", + " return WebSocket;\n", + " } else if (typeof MozWebSocket !== 'undefined') {\n", + " return MozWebSocket;\n", + " } else {\n", + " alert(\n", + " 'Your browser does not have WebSocket support. ' +\n", + " 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n", + " 'Firefox 4 and 5 are also supported but you ' +\n", + " 'have to enable WebSockets in about:config.'\n", + " );\n", + " }\n", + "};\n", + "\n", + "mpl.figure = function (figure_id, websocket, ondownload, parent_element) {\n", + " this.id = figure_id;\n", + "\n", + " this.ws = websocket;\n", + "\n", + " this.supports_binary = this.ws.binaryType !== undefined;\n", + "\n", + " if (!this.supports_binary) {\n", + " var warnings = document.getElementById('mpl-warnings');\n", + " if (warnings) {\n", + " warnings.style.display = 'block';\n", + " warnings.textContent =\n", + " 'This browser does not support binary websocket messages. ' +\n", + " 'Performance may be slow.';\n", + " }\n", + " }\n", + "\n", + " this.imageObj = new Image();\n", + "\n", + " this.context = undefined;\n", + " this.message = undefined;\n", + " this.canvas = undefined;\n", + " this.rubberband_canvas = undefined;\n", + " this.rubberband_context = undefined;\n", + " this.format_dropdown = undefined;\n", + "\n", + " this.image_mode = 'full';\n", + "\n", + " this.root = document.createElement('div');\n", + " this.root.setAttribute('style', 'display: inline-block');\n", + " this._root_extra_style(this.root);\n", + "\n", + " parent_element.appendChild(this.root);\n", + "\n", + " this._init_header(this);\n", + " this._init_canvas(this);\n", + " this._init_toolbar(this);\n", + "\n", + " var fig = this;\n", + "\n", + " this.waiting = false;\n", + "\n", + " this.ws.onopen = function () {\n", + " fig.send_message('supports_binary', { value: fig.supports_binary });\n", + " fig.send_message('send_image_mode', {});\n", + " if (fig.ratio !== 1) {\n", + " fig.send_message('set_dpi_ratio', { dpi_ratio: fig.ratio });\n", + " }\n", + " fig.send_message('refresh', {});\n", + " };\n", + "\n", + " this.imageObj.onload = function () {\n", + " if (fig.image_mode === 'full') {\n", + " // Full images could contain transparency (where diff images\n", + " // almost always do), so we need to clear the canvas so that\n", + " // there is no ghosting.\n", + " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n", + " }\n", + " fig.context.drawImage(fig.imageObj, 0, 0);\n", + " };\n", + "\n", + " this.imageObj.onunload = function () {\n", + " fig.ws.close();\n", + " };\n", + "\n", + " this.ws.onmessage = this._make_on_message_function(this);\n", + "\n", + " this.ondownload = ondownload;\n", + "};\n", + "\n", + "mpl.figure.prototype._init_header = function () {\n", + " var titlebar = document.createElement('div');\n", + " titlebar.classList =\n", + " 'ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix';\n", + " var titletext = document.createElement('div');\n", + " titletext.classList = 'ui-dialog-title';\n", + " titletext.setAttribute(\n", + " 'style',\n", + " 'width: 100%; text-align: center; padding: 3px;'\n", + " );\n", + " titlebar.appendChild(titletext);\n", + " this.root.appendChild(titlebar);\n", + " this.header = titletext;\n", + "};\n", + "\n", + "mpl.figure.prototype._canvas_extra_style = function (_canvas_div) {};\n", + "\n", + "mpl.figure.prototype._root_extra_style = function (_canvas_div) {};\n", + "\n", + "mpl.figure.prototype._init_canvas = function () {\n", + " var fig = this;\n", + "\n", + " var canvas_div = (this.canvas_div = document.createElement('div'));\n", + " canvas_div.setAttribute(\n", + " 'style',\n", + " 'border: 1px solid #ddd;' +\n", + " 'box-sizing: content-box;' +\n", + " 'clear: both;' +\n", + " 'min-height: 1px;' +\n", + " 'min-width: 1px;' +\n", + " 'outline: 0;' +\n", + " 'overflow: hidden;' +\n", + " 'position: relative;' +\n", + " 'resize: both;'\n", + " );\n", + "\n", + " function on_keyboard_event_closure(name) {\n", + " return function (event) {\n", + " return fig.key_event(event, name);\n", + " };\n", + " }\n", + "\n", + " canvas_div.addEventListener(\n", + " 'keydown',\n", + " on_keyboard_event_closure('key_press')\n", + " );\n", + " canvas_div.addEventListener(\n", + " 'keyup',\n", + " on_keyboard_event_closure('key_release')\n", + " );\n", + "\n", + " this._canvas_extra_style(canvas_div);\n", + " this.root.appendChild(canvas_div);\n", + "\n", + " var canvas = (this.canvas = document.createElement('canvas'));\n", + " canvas.classList.add('mpl-canvas');\n", + " canvas.setAttribute('style', 'box-sizing: content-box;');\n", + "\n", + " this.context = canvas.getContext('2d');\n", + "\n", + " var backingStore =\n", + " this.context.backingStorePixelRatio ||\n", + " this.context.webkitBackingStorePixelRatio ||\n", + " this.context.mozBackingStorePixelRatio ||\n", + " this.context.msBackingStorePixelRatio ||\n", + " this.context.oBackingStorePixelRatio ||\n", + " this.context.backingStorePixelRatio ||\n", + " 1;\n", + "\n", + " this.ratio = (window.devicePixelRatio || 1) / backingStore;\n", + "\n", + " var rubberband_canvas = (this.rubberband_canvas = document.createElement(\n", + " 'canvas'\n", + " ));\n", + " rubberband_canvas.setAttribute(\n", + " 'style',\n", + " 'box-sizing: content-box; position: absolute; left: 0; top: 0; z-index: 1;'\n", + " );\n", + "\n", + " // Apply a ponyfill if ResizeObserver is not implemented by browser.\n", + " if (this.ResizeObserver === undefined) {\n", + " if (window.ResizeObserver !== undefined) {\n", + " this.ResizeObserver = window.ResizeObserver;\n", + " } else {\n", + " var obs = _JSXTOOLS_RESIZE_OBSERVER({});\n", + " this.ResizeObserver = obs.ResizeObserver;\n", + " }\n", + " }\n", + "\n", + " this.resizeObserverInstance = new this.ResizeObserver(function (entries) {\n", + " var nentries = entries.length;\n", + " for (var i = 0; i < nentries; i++) {\n", + " var entry = entries[i];\n", + " var width, height;\n", + " if (entry.contentBoxSize) {\n", + " if (entry.contentBoxSize instanceof Array) {\n", + " // Chrome 84 implements new version of spec.\n", + " width = entry.contentBoxSize[0].inlineSize;\n", + " height = entry.contentBoxSize[0].blockSize;\n", + " } else {\n", + " // Firefox implements old version of spec.\n", + " width = entry.contentBoxSize.inlineSize;\n", + " height = entry.contentBoxSize.blockSize;\n", + " }\n", + " } else {\n", + " // Chrome <84 implements even older version of spec.\n", + " width = entry.contentRect.width;\n", + " height = entry.contentRect.height;\n", + " }\n", + "\n", + " // Keep the size of the canvas and rubber band canvas in sync with\n", + " // the canvas container.\n", + " if (entry.devicePixelContentBoxSize) {\n", + " // Chrome 84 implements new version of spec.\n", + " canvas.setAttribute(\n", + " 'width',\n", + " entry.devicePixelContentBoxSize[0].inlineSize\n", + " );\n", + " canvas.setAttribute(\n", + " 'height',\n", + " entry.devicePixelContentBoxSize[0].blockSize\n", + " );\n", + " } else {\n", + " canvas.setAttribute('width', width * fig.ratio);\n", + " canvas.setAttribute('height', height * fig.ratio);\n", + " }\n", + " canvas.setAttribute(\n", + " 'style',\n", + " 'width: ' + width + 'px; height: ' + height + 'px;'\n", + " );\n", + "\n", + " rubberband_canvas.setAttribute('width', width);\n", + " rubberband_canvas.setAttribute('height', height);\n", + "\n", + " // And update the size in Python. We ignore the initial 0/0 size\n", + " // that occurs as the element is placed into the DOM, which should\n", + " // otherwise not happen due to the minimum size styling.\n", + " if (fig.ws.readyState == 1 && width != 0 && height != 0) {\n", + " fig.request_resize(width, height);\n", + " }\n", + " }\n", + " });\n", + " this.resizeObserverInstance.observe(canvas_div);\n", + "\n", + " function on_mouse_event_closure(name) {\n", + " return function (event) {\n", + " return fig.mouse_event(event, name);\n", + " };\n", + " }\n", + "\n", + " rubberband_canvas.addEventListener(\n", + " 'mousedown',\n", + " on_mouse_event_closure('button_press')\n", + " );\n", + " rubberband_canvas.addEventListener(\n", + " 'mouseup',\n", + " on_mouse_event_closure('button_release')\n", + " );\n", + " // Throttle sequential mouse events to 1 every 20ms.\n", + " rubberband_canvas.addEventListener(\n", + " 'mousemove',\n", + " on_mouse_event_closure('motion_notify')\n", + " );\n", + "\n", + " rubberband_canvas.addEventListener(\n", + " 'mouseenter',\n", + " on_mouse_event_closure('figure_enter')\n", + " );\n", + " rubberband_canvas.addEventListener(\n", + " 'mouseleave',\n", + " on_mouse_event_closure('figure_leave')\n", + " );\n", + "\n", + " canvas_div.addEventListener('wheel', function (event) {\n", + " if (event.deltaY < 0) {\n", + " event.step = 1;\n", + " } else {\n", + " event.step = -1;\n", + " }\n", + " on_mouse_event_closure('scroll')(event);\n", + " });\n", + "\n", + " canvas_div.appendChild(canvas);\n", + " canvas_div.appendChild(rubberband_canvas);\n", + "\n", + " this.rubberband_context = rubberband_canvas.getContext('2d');\n", + " this.rubberband_context.strokeStyle = '#000000';\n", + "\n", + " this._resize_canvas = function (width, height, forward) {\n", + " if (forward) {\n", + " canvas_div.style.width = width + 'px';\n", + " canvas_div.style.height = height + 'px';\n", + " }\n", + " };\n", + "\n", + " // Disable right mouse context menu.\n", + " this.rubberband_canvas.addEventListener('contextmenu', function (_e) {\n", + " event.preventDefault();\n", + " return false;\n", + " });\n", + "\n", + " function set_focus() {\n", + " canvas.focus();\n", + " canvas_div.focus();\n", + " }\n", + "\n", + " window.setTimeout(set_focus, 100);\n", + "};\n", + "\n", + "mpl.figure.prototype._init_toolbar = function () {\n", + " var fig = this;\n", + "\n", + " var toolbar = document.createElement('div');\n", + " toolbar.classList = 'mpl-toolbar';\n", + " this.root.appendChild(toolbar);\n", + "\n", + " function on_click_closure(name) {\n", + " return function (_event) {\n", + " return fig.toolbar_button_onclick(name);\n", + " };\n", + " }\n", + "\n", + " function on_mouseover_closure(tooltip) {\n", + " return function (event) {\n", + " if (!event.currentTarget.disabled) {\n", + " return fig.toolbar_button_onmouseover(tooltip);\n", + " }\n", + " };\n", + " }\n", + "\n", + " fig.buttons = {};\n", + " var buttonGroup = document.createElement('div');\n", + " buttonGroup.classList = 'mpl-button-group';\n", + " for (var toolbar_ind in mpl.toolbar_items) {\n", + " var name = mpl.toolbar_items[toolbar_ind][0];\n", + " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", + " var image = mpl.toolbar_items[toolbar_ind][2];\n", + " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", + "\n", + " if (!name) {\n", + " /* Instead of a spacer, we start a new button group. */\n", + " if (buttonGroup.hasChildNodes()) {\n", + " toolbar.appendChild(buttonGroup);\n", + " }\n", + " buttonGroup = document.createElement('div');\n", + " buttonGroup.classList = 'mpl-button-group';\n", + " continue;\n", + " }\n", + "\n", + " var button = (fig.buttons[name] = document.createElement('button'));\n", + " button.classList = 'mpl-widget';\n", + " button.setAttribute('role', 'button');\n", + " button.setAttribute('aria-disabled', 'false');\n", + " button.addEventListener('click', on_click_closure(method_name));\n", + " button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n", + "\n", + " var icon_img = document.createElement('img');\n", + " icon_img.src = '_images/' + image + '.png';\n", + " icon_img.srcset = '_images/' + image + '_large.png 2x';\n", + " icon_img.alt = tooltip;\n", + " button.appendChild(icon_img);\n", + "\n", + " buttonGroup.appendChild(button);\n", + " }\n", + "\n", + " if (buttonGroup.hasChildNodes()) {\n", + " toolbar.appendChild(buttonGroup);\n", + " }\n", + "\n", + " var fmt_picker = document.createElement('select');\n", + " fmt_picker.classList = 'mpl-widget';\n", + " toolbar.appendChild(fmt_picker);\n", + " this.format_dropdown = fmt_picker;\n", + "\n", + " for (var ind in mpl.extensions) {\n", + " var fmt = mpl.extensions[ind];\n", + " var option = document.createElement('option');\n", + " option.selected = fmt === mpl.default_extension;\n", + " option.innerHTML = fmt;\n", + " fmt_picker.appendChild(option);\n", + " }\n", + "\n", + " var status_bar = document.createElement('span');\n", + " status_bar.classList = 'mpl-message';\n", + " toolbar.appendChild(status_bar);\n", + " this.message = status_bar;\n", + "};\n", + "\n", + "mpl.figure.prototype.request_resize = function (x_pixels, y_pixels) {\n", + " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n", + " // which will in turn request a refresh of the image.\n", + " this.send_message('resize', { width: x_pixels, height: y_pixels });\n", + "};\n", + "\n", + "mpl.figure.prototype.send_message = function (type, properties) {\n", + " properties['type'] = type;\n", + " properties['figure_id'] = this.id;\n", + " this.ws.send(JSON.stringify(properties));\n", + "};\n", + "\n", + "mpl.figure.prototype.send_draw_message = function () {\n", + " if (!this.waiting) {\n", + " this.waiting = true;\n", + " this.ws.send(JSON.stringify({ type: 'draw', figure_id: this.id }));\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_save = function (fig, _msg) {\n", + " var format_dropdown = fig.format_dropdown;\n", + " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n", + " fig.ondownload(fig, format);\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_resize = function (fig, msg) {\n", + " var size = msg['size'];\n", + " if (size[0] !== fig.canvas.width || size[1] !== fig.canvas.height) {\n", + " fig._resize_canvas(size[0], size[1], msg['forward']);\n", + " fig.send_message('refresh', {});\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_rubberband = function (fig, msg) {\n", + " var x0 = msg['x0'] / fig.ratio;\n", + " var y0 = (fig.canvas.height - msg['y0']) / fig.ratio;\n", + " var x1 = msg['x1'] / fig.ratio;\n", + " var y1 = (fig.canvas.height - msg['y1']) / fig.ratio;\n", + " x0 = Math.floor(x0) + 0.5;\n", + " y0 = Math.floor(y0) + 0.5;\n", + " x1 = Math.floor(x1) + 0.5;\n", + " y1 = Math.floor(y1) + 0.5;\n", + " var min_x = Math.min(x0, x1);\n", + " var min_y = Math.min(y0, y1);\n", + " var width = Math.abs(x1 - x0);\n", + " var height = Math.abs(y1 - y0);\n", + "\n", + " fig.rubberband_context.clearRect(\n", + " 0,\n", + " 0,\n", + " fig.canvas.width / fig.ratio,\n", + " fig.canvas.height / fig.ratio\n", + " );\n", + "\n", + " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_figure_label = function (fig, msg) {\n", + " // Updates the figure title.\n", + " fig.header.textContent = msg['label'];\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_cursor = function (fig, msg) {\n", + " var cursor = msg['cursor'];\n", + " switch (cursor) {\n", + " case 0:\n", + " cursor = 'pointer';\n", + " break;\n", + " case 1:\n", + " cursor = 'default';\n", + " break;\n", + " case 2:\n", + " cursor = 'crosshair';\n", + " break;\n", + " case 3:\n", + " cursor = 'move';\n", + " break;\n", + " }\n", + " fig.rubberband_canvas.style.cursor = cursor;\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_message = function (fig, msg) {\n", + " fig.message.textContent = msg['message'];\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_draw = function (fig, _msg) {\n", + " // Request the server to send over a new figure.\n", + " fig.send_draw_message();\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_image_mode = function (fig, msg) {\n", + " fig.image_mode = msg['mode'];\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_history_buttons = function (fig, msg) {\n", + " for (var key in msg) {\n", + " if (!(key in fig.buttons)) {\n", + " continue;\n", + " }\n", + " fig.buttons[key].disabled = !msg[key];\n", + " fig.buttons[key].setAttribute('aria-disabled', !msg[key]);\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_navigate_mode = function (fig, msg) {\n", + " if (msg['mode'] === 'PAN') {\n", + " fig.buttons['Pan'].classList.add('active');\n", + " fig.buttons['Zoom'].classList.remove('active');\n", + " } else if (msg['mode'] === 'ZOOM') {\n", + " fig.buttons['Pan'].classList.remove('active');\n", + " fig.buttons['Zoom'].classList.add('active');\n", + " } else {\n", + " fig.buttons['Pan'].classList.remove('active');\n", + " fig.buttons['Zoom'].classList.remove('active');\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.updated_canvas_event = function () {\n", + " // Called whenever the canvas gets updated.\n", + " this.send_message('ack', {});\n", + "};\n", + "\n", + "// A function to construct a web socket function for onmessage handling.\n", + "// Called in the figure constructor.\n", + "mpl.figure.prototype._make_on_message_function = function (fig) {\n", + " return function socket_on_message(evt) {\n", + " if (evt.data instanceof Blob) {\n", + " /* FIXME: We get \"Resource interpreted as Image but\n", + " * transferred with MIME type text/plain:\" errors on\n", + " * Chrome. But how to set the MIME type? It doesn't seem\n", + " * to be part of the websocket stream */\n", + " evt.data.type = 'image/png';\n", + "\n", + " /* Free the memory for the previous frames */\n", + " if (fig.imageObj.src) {\n", + " (window.URL || window.webkitURL).revokeObjectURL(\n", + " fig.imageObj.src\n", + " );\n", + " }\n", + "\n", + " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n", + " evt.data\n", + " );\n", + " fig.updated_canvas_event();\n", + " fig.waiting = false;\n", + " return;\n", + " } else if (\n", + " typeof evt.data === 'string' &&\n", + " evt.data.slice(0, 21) === 'data:image/png;base64'\n", + " ) {\n", + " fig.imageObj.src = evt.data;\n", + " fig.updated_canvas_event();\n", + " fig.waiting = false;\n", + " return;\n", + " }\n", + "\n", + " var msg = JSON.parse(evt.data);\n", + " var msg_type = msg['type'];\n", + "\n", + " // Call the \"handle_{type}\" callback, which takes\n", + " // the figure and JSON message as its only arguments.\n", + " try {\n", + " var callback = fig['handle_' + msg_type];\n", + " } catch (e) {\n", + " console.log(\n", + " \"No handler for the '\" + msg_type + \"' message type: \",\n", + " msg\n", + " );\n", + " return;\n", + " }\n", + "\n", + " if (callback) {\n", + " try {\n", + " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n", + " callback(fig, msg);\n", + " } catch (e) {\n", + " console.log(\n", + " \"Exception inside the 'handler_\" + msg_type + \"' callback:\",\n", + " e,\n", + " e.stack,\n", + " msg\n", + " );\n", + " }\n", + " }\n", + " };\n", + "};\n", + "\n", + "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n", + "mpl.findpos = function (e) {\n", + " //this section is from http://www.quirksmode.org/js/events_properties.html\n", + " var targ;\n", + " if (!e) {\n", + " e = window.event;\n", + " }\n", + " if (e.target) {\n", + " targ = e.target;\n", + " } else if (e.srcElement) {\n", + " targ = e.srcElement;\n", + " }\n", + " if (targ.nodeType === 3) {\n", + " // defeat Safari bug\n", + " targ = targ.parentNode;\n", + " }\n", + "\n", + " // pageX,Y are the mouse positions relative to the document\n", + " var boundingRect = targ.getBoundingClientRect();\n", + " var x = e.pageX - (boundingRect.left + document.body.scrollLeft);\n", + " var y = e.pageY - (boundingRect.top + document.body.scrollTop);\n", + "\n", + " return { x: x, y: y };\n", + "};\n", + "\n", + "/*\n", + " * return a copy of an object with only non-object keys\n", + " * we need this to avoid circular references\n", + " * http://stackoverflow.com/a/24161582/3208463\n", + " */\n", + "function simpleKeys(original) {\n", + " return Object.keys(original).reduce(function (obj, key) {\n", + " if (typeof original[key] !== 'object') {\n", + " obj[key] = original[key];\n", + " }\n", + " return obj;\n", + " }, {});\n", + "}\n", + "\n", + "mpl.figure.prototype.mouse_event = function (event, name) {\n", + " var canvas_pos = mpl.findpos(event);\n", + "\n", + " if (name === 'button_press') {\n", + " this.canvas.focus();\n", + " this.canvas_div.focus();\n", + " }\n", + "\n", + " var x = canvas_pos.x * this.ratio;\n", + " var y = canvas_pos.y * this.ratio;\n", + "\n", + " this.send_message(name, {\n", + " x: x,\n", + " y: y,\n", + " button: event.button,\n", + " step: event.step,\n", + " guiEvent: simpleKeys(event),\n", + " });\n", + "\n", + " /* This prevents the web browser from automatically changing to\n", + " * the text insertion cursor when the button is pressed. We want\n", + " * to control all of the cursor setting manually through the\n", + " * 'cursor' event from matplotlib */\n", + " event.preventDefault();\n", + " return false;\n", + "};\n", + "\n", + "mpl.figure.prototype._key_event_extra = function (_event, _name) {\n", + " // Handle any extra behaviour associated with a key event\n", + "};\n", + "\n", + "mpl.figure.prototype.key_event = function (event, name) {\n", + " // Prevent repeat events\n", + " if (name === 'key_press') {\n", + " if (event.which === this._key) {\n", + " return;\n", + " } else {\n", + " this._key = event.which;\n", + " }\n", + " }\n", + " if (name === 'key_release') {\n", + " this._key = null;\n", + " }\n", + "\n", + " var value = '';\n", + " if (event.ctrlKey && event.which !== 17) {\n", + " value += 'ctrl+';\n", + " }\n", + " if (event.altKey && event.which !== 18) {\n", + " value += 'alt+';\n", + " }\n", + " if (event.shiftKey && event.which !== 16) {\n", + " value += 'shift+';\n", + " }\n", + "\n", + " value += 'k';\n", + " value += event.which.toString();\n", + "\n", + " this._key_event_extra(event, name);\n", + "\n", + " this.send_message(name, { key: value, guiEvent: simpleKeys(event) });\n", + " return false;\n", + "};\n", + "\n", + "mpl.figure.prototype.toolbar_button_onclick = function (name) {\n", + " if (name === 'download') {\n", + " this.handle_save(this, null);\n", + " } else {\n", + " this.send_message('toolbar_button', { name: name });\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.toolbar_button_onmouseover = function (tooltip) {\n", + " this.message.textContent = tooltip;\n", + "};\n", + "\n", + "///////////////// REMAINING CONTENT GENERATED BY embed_js.py /////////////////\n", + "// prettier-ignore\n", + "var _JSXTOOLS_RESIZE_OBSERVER=function(A){var t,i=new WeakMap,n=new WeakMap,a=new WeakMap,r=new WeakMap,o=new Set;function s(e){if(!(this instanceof s))throw new TypeError(\"Constructor requires 'new' operator\");i.set(this,e)}function h(){throw new TypeError(\"Function is not a constructor\")}function c(e,t,i,n){e=0 in arguments?Number(arguments[0]):0,t=1 in arguments?Number(arguments[1]):0,i=2 in arguments?Number(arguments[2]):0,n=3 in arguments?Number(arguments[3]):0,this.right=(this.x=this.left=e)+(this.width=i),this.bottom=(this.y=this.top=t)+(this.height=n),Object.freeze(this)}function d(){t=requestAnimationFrame(d);var s=new WeakMap,p=new Set;o.forEach((function(t){r.get(t).forEach((function(i){var r=t instanceof window.SVGElement,o=a.get(t),d=r?0:parseFloat(o.paddingTop),f=r?0:parseFloat(o.paddingRight),l=r?0:parseFloat(o.paddingBottom),u=r?0:parseFloat(o.paddingLeft),g=r?0:parseFloat(o.borderTopWidth),m=r?0:parseFloat(o.borderRightWidth),w=r?0:parseFloat(o.borderBottomWidth),b=u+f,F=d+l,v=(r?0:parseFloat(o.borderLeftWidth))+m,W=g+w,y=r?0:t.offsetHeight-W-t.clientHeight,E=r?0:t.offsetWidth-v-t.clientWidth,R=b+v,z=F+W,M=r?t.width:parseFloat(o.width)-R-E,O=r?t.height:parseFloat(o.height)-z-y;if(n.has(t)){var k=n.get(t);if(k[0]===M&&k[1]===O)return}n.set(t,[M,O]);var S=Object.create(h.prototype);S.target=t,S.contentRect=new c(u,d,M,O),s.has(i)||(s.set(i,[]),p.add(i)),s.get(i).push(S)}))})),p.forEach((function(e){i.get(e).call(e,s.get(e),e)}))}return s.prototype.observe=function(i){if(i instanceof window.Element){r.has(i)||(r.set(i,new Set),o.add(i),a.set(i,window.getComputedStyle(i)));var n=r.get(i);n.has(this)||n.add(this),cancelAnimationFrame(t),t=requestAnimationFrame(d)}},s.prototype.unobserve=function(i){if(i instanceof window.Element&&r.has(i)){var n=r.get(i);n.has(this)&&(n.delete(this),n.size||(r.delete(i),o.delete(i))),n.size||r.delete(i),o.size||cancelAnimationFrame(t)}},A.DOMRectReadOnly=c,A.ResizeObserver=s,A.ResizeObserverEntry=h,A}; // eslint-disable-line\n", + "mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Left button pans, Right button zooms\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n", + "\n", + "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n", + "\n", + "mpl.default_extension = \"png\";/* global mpl */\n", + "\n", + "var comm_websocket_adapter = function (comm) {\n", + " // Create a \"websocket\"-like object which calls the given IPython comm\n", + " // object with the appropriate methods. Currently this is a non binary\n", + " // socket, so there is still some room for performance tuning.\n", + " var ws = {};\n", + "\n", + " ws.close = function () {\n", + " comm.close();\n", + " };\n", + " ws.send = function (m) {\n", + " //console.log('sending', m);\n", + " comm.send(m);\n", + " };\n", + " // Register the callback with on_msg.\n", + " comm.on_msg(function (msg) {\n", + " //console.log('receiving', msg['content']['data'], msg);\n", + " // Pass the mpl event to the overridden (by mpl) onmessage function.\n", + " ws.onmessage(msg['content']['data']);\n", + " });\n", + " return ws;\n", + "};\n", + "\n", + "mpl.mpl_figure_comm = function (comm, msg) {\n", + " // This is the function which gets called when the mpl process\n", + " // starts-up an IPython Comm through the \"matplotlib\" channel.\n", + "\n", + " var id = msg.content.data.id;\n", + " // Get hold of the div created by the display call when the Comm\n", + " // socket was opened in Python.\n", + " var element = document.getElementById(id);\n", + " var ws_proxy = comm_websocket_adapter(comm);\n", + "\n", + " function ondownload(figure, _format) {\n", + " window.open(figure.canvas.toDataURL());\n", + " }\n", + "\n", + " var fig = new mpl.figure(id, ws_proxy, ondownload, element);\n", + "\n", + " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n", + " // web socket which is closed, not our websocket->open comm proxy.\n", + " ws_proxy.onopen();\n", + "\n", + " fig.parent_element = element;\n", + " fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n", + " if (!fig.cell_info) {\n", + " console.error('Failed to find cell for figure', id, fig);\n", + " return;\n", + " }\n", + " fig.cell_info[0].output_area.element.on(\n", + " 'cleared',\n", + " { fig: fig },\n", + " fig._remove_fig_handler\n", + " );\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_close = function (fig, msg) {\n", + " var width = fig.canvas.width / fig.ratio;\n", + " fig.cell_info[0].output_area.element.off(\n", + " 'cleared',\n", + " fig._remove_fig_handler\n", + " );\n", + " fig.resizeObserverInstance.unobserve(fig.canvas_div);\n", + "\n", + " // Update the output cell to use the data from the current canvas.\n", + " fig.push_to_output();\n", + " var dataURL = fig.canvas.toDataURL();\n", + " // Re-enable the keyboard manager in IPython - without this line, in FF,\n", + " // the notebook keyboard shortcuts fail.\n", + " IPython.keyboard_manager.enable();\n", + " fig.parent_element.innerHTML =\n", + " '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n", + " fig.close_ws(fig, msg);\n", + "};\n", + "\n", + "mpl.figure.prototype.close_ws = function (fig, msg) {\n", + " fig.send_message('closing', msg);\n", + " // fig.ws.close()\n", + "};\n", + "\n", + "mpl.figure.prototype.push_to_output = function (_remove_interactive) {\n", + " // Turn the data on the canvas into data in the output cell.\n", + " var width = this.canvas.width / this.ratio;\n", + " var dataURL = this.canvas.toDataURL();\n", + " this.cell_info[1]['text/html'] =\n", + " '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n", + "};\n", + "\n", + "mpl.figure.prototype.updated_canvas_event = function () {\n", + " // Tell IPython that the notebook contents must change.\n", + " IPython.notebook.set_dirty(true);\n", + " this.send_message('ack', {});\n", + " var fig = this;\n", + " // Wait a second, then push the new image to the DOM so\n", + " // that it is saved nicely (might be nice to debounce this).\n", + " setTimeout(function () {\n", + " fig.push_to_output();\n", + " }, 1000);\n", + "};\n", + "\n", + "mpl.figure.prototype._init_toolbar = function () {\n", + " var fig = this;\n", + "\n", + " var toolbar = document.createElement('div');\n", + " toolbar.classList = 'btn-toolbar';\n", + " this.root.appendChild(toolbar);\n", + "\n", + " function on_click_closure(name) {\n", + " return function (_event) {\n", + " return fig.toolbar_button_onclick(name);\n", + " };\n", + " }\n", + "\n", + " function on_mouseover_closure(tooltip) {\n", + " return function (event) {\n", + " if (!event.currentTarget.disabled) {\n", + " return fig.toolbar_button_onmouseover(tooltip);\n", + " }\n", + " };\n", + " }\n", + "\n", + " fig.buttons = {};\n", + " var buttonGroup = document.createElement('div');\n", + " buttonGroup.classList = 'btn-group';\n", + " var button;\n", + " for (var toolbar_ind in mpl.toolbar_items) {\n", + " var name = mpl.toolbar_items[toolbar_ind][0];\n", + " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", + " var image = mpl.toolbar_items[toolbar_ind][2];\n", + " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", + "\n", + " if (!name) {\n", + " /* Instead of a spacer, we start a new button group. */\n", + " if (buttonGroup.hasChildNodes()) {\n", + " toolbar.appendChild(buttonGroup);\n", + " }\n", + " buttonGroup = document.createElement('div');\n", + " buttonGroup.classList = 'btn-group';\n", + " continue;\n", + " }\n", + "\n", + " button = fig.buttons[name] = document.createElement('button');\n", + " button.classList = 'btn btn-default';\n", + " button.href = '#';\n", + " button.title = name;\n", + " button.innerHTML = '<i class=\"fa ' + image + ' fa-lg\"></i>';\n", + " button.addEventListener('click', on_click_closure(method_name));\n", + " button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n", + " buttonGroup.appendChild(button);\n", + " }\n", + "\n", + " if (buttonGroup.hasChildNodes()) {\n", + " toolbar.appendChild(buttonGroup);\n", + " }\n", + "\n", + " // Add the status bar.\n", + " var status_bar = document.createElement('span');\n", + " status_bar.classList = 'mpl-message pull-right';\n", + " toolbar.appendChild(status_bar);\n", + " this.message = status_bar;\n", + "\n", + " // Add the close button to the window.\n", + " var buttongrp = document.createElement('div');\n", + " buttongrp.classList = 'btn-group inline pull-right';\n", + " button = document.createElement('button');\n", + " button.classList = 'btn btn-mini btn-primary';\n", + " button.href = '#';\n", + " button.title = 'Stop Interaction';\n", + " button.innerHTML = '<i class=\"fa fa-power-off icon-remove icon-large\"></i>';\n", + " button.addEventListener('click', function (_evt) {\n", + " fig.handle_close(fig, {});\n", + " });\n", + " button.addEventListener(\n", + " 'mouseover',\n", + " on_mouseover_closure('Stop Interaction')\n", + " );\n", + " buttongrp.appendChild(button);\n", + " var titlebar = this.root.querySelector('.ui-dialog-titlebar');\n", + " titlebar.insertBefore(buttongrp, titlebar.firstChild);\n", + "};\n", + "\n", + "mpl.figure.prototype._remove_fig_handler = function (event) {\n", + " var fig = event.data.fig;\n", + " if (event.target !== this) {\n", + " // Ignore bubbled events from children.\n", + " return;\n", + " }\n", + " fig.close_ws(fig, {});\n", + "};\n", + "\n", + "mpl.figure.prototype._root_extra_style = function (el) {\n", + " el.style.boxSizing = 'content-box'; // override notebook setting of border-box.\n", + "};\n", + "\n", + "mpl.figure.prototype._canvas_extra_style = function (el) {\n", + " // this is important to make the div 'focusable\n", + " el.setAttribute('tabindex', 0);\n", + " // reach out to IPython and tell the keyboard manager to turn it's self\n", + " // off when our div gets focus\n", + "\n", + " // location in version 3\n", + " if (IPython.notebook.keyboard_manager) {\n", + " IPython.notebook.keyboard_manager.register_events(el);\n", + " } else {\n", + " // location in version 2\n", + " IPython.keyboard_manager.register_events(el);\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype._key_event_extra = function (event, _name) {\n", + " var manager = IPython.notebook.keyboard_manager;\n", + " if (!manager) {\n", + " manager = IPython.keyboard_manager;\n", + " }\n", + "\n", + " // Check for shift+enter\n", + " if (event.shiftKey && event.which === 13) {\n", + " this.canvas_div.blur();\n", + " // select the cell after this one\n", + " var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n", + " IPython.notebook.select(index + 1);\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_save = function (fig, _msg) {\n", + " fig.ondownload(fig, null);\n", + "};\n", + "\n", + "mpl.find_output_cell = function (html_output) {\n", + " // Return the cell and output element which can be found *uniquely* in the notebook.\n", + " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n", + " // IPython event is triggered only after the cells have been serialised, which for\n", + " // our purposes (turning an active figure into a static one), is too late.\n", + " var cells = IPython.notebook.get_cells();\n", + " var ncells = cells.length;\n", + " for (var i = 0; i < ncells; i++) {\n", + " var cell = cells[i];\n", + " if (cell.cell_type === 'code') {\n", + " for (var j = 0; j < cell.output_area.outputs.length; j++) {\n", + " var data = cell.output_area.outputs[j];\n", + " if (data.data) {\n", + " // IPython >= 3 moved mimebundle to data attribute of output\n", + " data = data.data;\n", + " }\n", + " if (data['text/html'] === html_output) {\n", + " return [cell, data, j];\n", + " }\n", + " }\n", + " }\n", + " }\n", + "};\n", + "\n", + "// Register the function which deals with the matplotlib target/channel.\n", + "// The kernel may be null if the page has been refreshed.\n", + "if (IPython.notebook.kernel !== null) {\n", + " IPython.notebook.kernel.comm_manager.register_target(\n", + " 'matplotlib',\n", + " mpl.mpl_figure_comm\n", + " );\n", + "}\n" + ], + "text/plain": [ + "<IPython.core.display.Javascript object>" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "<img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAASwAAACWCAYAAABkW7XSAAAAxUlEQVR4nO3BMQEAAADCoPVPbQhfoAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAOA1v9QAATX68/0AAAAASUVORK5CYII=\" width=\"300\">" + ], + "text/plain": [ + "<IPython.core.display.HTML object>" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Instructions:\n", + " Controls\n", + " --------\n", + " 'up-arrow' : Next slice in volume\n", + " 'down-arrow' : Previous slice in volume\n", + " 'right-arrow' : +10 slices\n", + " 'left-arrow' : -10 slices\n", + " 'PgUp' : +50 slices\n", + " 'PgDown' : -50 slices\n", + "\n", + " scroll wheel : previous/next slice\n", + " \n" + ] + } + ], + "source": [ + "visualization.show_vol( vol, axis=2 )" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib inline" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The objects (nerves) in the volume have two different sizes which need to be handled differently. With small nerves marked in red an large in blue." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "scrolled": true + }, + "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" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Number of objects: 25\n" + ] + } + ], + "source": [ + "# Get centers\n", + "path = in_dir+'nerveCenters.png'\n", + "centers = imread(path)[:,:,0]\n", + "\n", + "centers_small = np.transpose(np.where(centers==1))\n", + "centers_large = np.transpose(np.where(centers==2))\n", + "\n", + "# Show volume slice with centers.\n", + "plt.imshow(vol[...,3], cmap='gray')\n", + "plt.scatter(centers_small[..., 1], centers_small[..., 0], color='red', s=6)\n", + "plt.scatter(centers_large[..., 1], centers_large[..., 0], color='blue', s=6)\n", + "plt.title('Slice 3')\n", + "plt.show()\n", + "\n", + "print(f'Number of objects: {len(centers_small)+len(centers_large)}')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As with the 2D example radial resampling is used for segmentation." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "def unfold_image(img, center, max_dists=None, r_min=1, r_max=20, angles=30, steps=15):\n", + "\n", + " # Sampling angles and radii.\n", + " angles = np.linspace(0, 2*np.pi, angles, endpoint=False)\n", + " distances = np.linspace(r_min, r_max, steps, endpoint=True)\n", + " \n", + " if max_dists is not None:\n", + " max_dists.append(np.max(distances))\n", + " \n", + " # Get angles.\n", + " angles_cos = np.cos(angles)\n", + " angles_sin = np.sin(angles)\n", + " \n", + " # Calculate points positions.\n", + " x_pos = center[0] + np.outer(angles_cos, distances)\n", + " y_pos = center[1] + np.outer(angles_sin, distances)\n", + " \n", + " # Create list of sampling points.\n", + " sampling_points = np.array([x_pos, y_pos]).transpose()\n", + " sampling_shape = sampling_points.shape\n", + " sampling_points_flat = sampling_points.reshape((-1, 2))\n", + " \n", + " # Sample from image.\n", + " samples = map_coordinates(img, sampling_points_flat.transpose(), mode='nearest')\n", + " samples = samples.reshape(sampling_shape[:2])\n", + " \n", + " return samples, sampling_points\n", + "\n", + "def draw_segmentations(data, helper,layer=0):\n", + " \"\"\"Draw all segmentations for objects in the helper on top of the data.\"\"\"\n", + " \n", + " if data.ndim != 3:\n", + " raise ValueError('Data should be in three dimensions')\n", + " K = (len(helper.objects)//vol.shape[-1])//2\n", + " \n", + " # Create figure.\n", + " plt.figure(figsize=(10, 10))\n", + " plt.imshow(data[...,layer], cmap='gray')\n", + " plt.xlim([0, data[...,layer].shape[1]-1])\n", + " plt.ylim([data[...,layer].shape[0]-1, 0])\n", + " plt.title(f'Slice {layer}')\n", + "\n", + " # Draw segmentation lines.\n", + " for i, obj in enumerate(helper.objects):\n", + " if (i >= layer*K and i < (layer+1)*K) or (i >= (vol.shape[-1]+layer)*K and i< (vol.shape[-1]+layer+1)*K):\n", + " # Get segmentation.\n", + " segment = helper.get_labels(obj)\n", + " \n", + " # Create line.\n", + " line = np.count_nonzero(segment, axis=0)\n", + " \n", + " # Get actual points.\n", + " point_indices = tuple(np.asarray([line - 1, np.arange(len(line))]))\n", + " points = obj.sample_points[point_indices]\n", + " # Close line.\n", + " points = np.append(points, points[:1], axis=0)\n", + " \n", + " # Plot points.\n", + " plt.plot(points[..., 1], points[..., 0])\n", + " plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Detect layers in object\n", + "In each slice of the volume there are 25 different nerves that we would like to segment. Each nerve should be seperated into an inner and an outer nerve which can be done by using the gradient image. The segmentations are prepared by stacking `GraphObjects` of each nerver image and then segmenting each one. \n", + "\n", + "To get a better segmentation the large nerves in this example needs a larger sampling radius." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "nerve_samples = []\n", + "outer_nerves = []\n", + "inner_nerves = []\n", + "\n", + "layers = []\n", + "\n", + "# For each center, create an inner and outer nerve.\n", + "for i in range(vol.shape[-1]):\n", + " for center in centers_small:\n", + " samples, sample_points = unfold_image(vol[...,i], center,r_max=40,angles=40,steps=30)\n", + " nerve_samples.append(samples)\n", + " \n", + " # Create outer and inner nerve objects.\n", + " diff_samples = np.diff(samples, axis=0)\n", + " diff_sample_points = sample_points[:-1]\n", + " \n", + " \n", + " outer_nerves.append(GraphObject(255 - diff_samples, diff_sample_points))\n", + " inner_nerves.append(GraphObject(diff_samples, diff_sample_points))\n", + " for center in centers_large:\n", + " samples, sample_points = unfold_image(vol[...,i], center,r_max=60,angles=40,steps=30)\n", + " nerve_samples.append(samples)\n", + " \n", + " # Create outer and inner nerve objects.\n", + " diff_samples = np.diff(samples, axis=0)\n", + " diff_sample_points = sample_points[:-1]\n", + " \n", + " \n", + " outer_nerves.append(GraphObject(255 - diff_samples, diff_sample_points))\n", + " inner_nerves.append(GraphObject(diff_samples, diff_sample_points))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's detect the layers. We apply boundary cost, smoothness and containment constraints. Here we set both min_margin and max_margin constraints for our containment. Then we use maxflow to find the optimal solution." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Maximum flow/minimum energy: 2372221\n" + ] + } + ], + "source": [ + "helper = MaxflowBuilder()\n", + "helper.add_objects(outer_nerves + inner_nerves)\n", + "helper.add_layered_boundary_cost()\n", + "helper.add_layered_smoothness(delta=2)\n", + "\n", + "for outer_nerve, inner_nerve in zip(outer_nerves, inner_nerves):\n", + " helper.add_layered_containment(outer_nerve, inner_nerve, min_margin=3, max_margin=6)\n", + " \n", + "flow = helper.solve()\n", + "print('Maximum flow/minimum energy:', flow)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The segmentations are extracted from the `GraphObject`" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "# Get segmentations.\n", + "segmentations = []\n", + "\n", + "# for i in range(vol.shape[0]):\n", + "for outer_nerve, inner_nerve in zip(outer_nerves, inner_nerves):\n", + " segmentations.append(helper.get_labels(outer_nerve))\n", + " segmentations.append(helper.get_labels(inner_nerve))\n", + "\n", + "segmentation_lines = [np.count_nonzero(s, axis=0) - 0.5 for s in segmentations]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The segmentations are visualized for each slice. But some of the segmentations are overlapping" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 720x720 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "layer = 3 # change to view other slices\n", + "draw_segmentations(vol, helper,layer)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Multi-object exclusion\n", + "To overcome the issue of overlapping segments, we can add exclusion contraints between all outer nerves. However, exclusion is a so-called *nonsubmodular* energy term, which means it cannot be represented as a single edge in our graph. Luckily there's an algorithm called *QPBO* (Qudratic Pseudo-Boolean Optimization) that can help us. \n", + "\n", + "QPBO creates creates a complementary graph, alongside the original graph. The complementary graph is inverted, meaning that is has the exact same edges as the original graph, except they are reversed. This means that the graph size is doubled, which makes computation slower and uses more memory. The benefit of QPBO is that we can now add nonsubmodular energies such as exclusion. \n", + "\n", + "The ```graphhelper``` module contains a ```QPBOHelper``` class, which is very similar to the ```GraphHelper``` we've been using so far. The main difference is that it has functions for adding exclusion. One of these is ```add_layered_exclusion``` which we will now use. We will be using the ```GraphObject```s created earlier." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Two times maximum flow/minimum energy: 4744442\n", + "QPBO flow is exactly twice the Maxflow flow.\n" + ] + } + ], + "source": [ + "from slgbuilder import QPBOBuilder\n", + "\n", + "helper = QPBOBuilder()\n", + "helper.add_objects(outer_nerves + inner_nerves)\n", + "helper.add_layered_boundary_cost()\n", + "helper.add_layered_smoothness(delta=2)\n", + "\n", + "for outer_nerve, inner_nerve in zip(outer_nerves, inner_nerves):\n", + " helper.add_layered_containment(outer_nerve, inner_nerve, min_margin=3, max_margin=6)\n", + " \n", + "twice_flow = helper.solve()\n", + "print('Two times maximum flow/minimum energy:', twice_flow)\n", + "\n", + "if 2*flow == twice_flow:\n", + " print('QPBO flow is exactly twice the Maxflow flow.')\n", + "else:\n", + " print('Something is wrong...')" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "# Add exclusion constraints between all pairs of outer nerves.\n", + "interval = len(outer_nerves)//vol.shape[-1]\n", + "for i in range(vol.shape[-1]):\n", + " for j in range(len(outer_nerves)//vol.shape[-1]):\n", + " for k in range(j + 1, len(outer_nerves)//vol.shape[-1]):\n", + " helper.add_layered_exclusion(outer_nerves[interval*i+j], \n", + " outer_nerves[interval*i+k], margin=3)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Two times maximum flow/minimum energy: 4751134\n" + ] + } + ], + "source": [ + "twice_flow = helper.solve()\n", + "print('Two times maximum flow/minimum energy:', twice_flow)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 720x720 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "layer = 3 # Change to view different slice\n", + "draw_segmentations(vol, helper, layer=layer)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Which yields a much nicer segmentation" + ] + } + ], + "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/notebooks/data/nerveCenters.png b/data/nerveCenters.png similarity index 100% rename from notebooks/data/nerveCenters.png rename to data/nerveCenters.png diff --git a/notebooks/data/nerves2D.png b/data/nerves2D.png similarity index 100% rename from notebooks/data/nerves2D.png rename to data/nerves2D.png diff --git a/notebooks/data/nerves3D.tiff b/data/nerves3D.tiff similarity index 100% rename from notebooks/data/nerves3D.tiff rename to data/nerves3D.tiff diff --git a/notebooks/.ipynb_checkpoints/LayerSegmentation2D-checkpoint.ipynb b/notebooks/.ipynb_checkpoints/LayerSegmentation2D-checkpoint.ipynb deleted file mode 100644 index bba977c5b533d19a9cec6d0326595da88f536f9e..0000000000000000000000000000000000000000 --- a/notebooks/.ipynb_checkpoints/LayerSegmentation2D-checkpoint.ipynb +++ /dev/null @@ -1,321 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# 2D Layer Surface Segmentation " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "**Add Proper References Here**" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Load essential modules for loading and showing data" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "# Load modules\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "from skimage.io import imread " - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "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", - "in_dir = 'data/'\n", - "data = imread(in_dir+'layer2D.png').astype(np.int32)\n", - "\n", - "# Show image.\n", - "plt.imshow(data, cmap='gray')\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Detect one layer" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "from slgbuilder import GraphObject,MaxflowBuilder" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Let's create an object that represent the layer we're trying a segment. Here we are only segmenting one layer. The image data is passed directly to the ```GraphObject```. By default, it assumes data is structured on a regular index grid.\n", - "\n", - "The algorithm segments layers by detecting dark lines. For better segmentation the image is inversed by `255-data`." - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "layer_1 = GraphObject(255-data)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Next we create the ```MaxflowBuilder``` and add the layer. Then we add layered cost and smoothness. Edges are added automatically for when calling ```add_layered_boundary_cost``` and ```add_layered_smoothness```. By default these edges are added for all object previously added to the ```GraphHelper```. However, it is possible to add the edges for specific object only, by passing a list of objects to the function. The graph structure is based on [Li et al](https://doi.org/10.1109/TPAMI.2006.19)." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "helper = MaxflowBuilder()\n", - "helper.add_object(layer_1)\n", - "helper.add_layered_boundary_cost()\n", - "helper.add_layered_smoothness()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The graph is cut using the [Maxflow](https://github.com/Skielex/maxflow) algorithm to get the maximum flow/minimum cut. This algorithm will find the global optimal solution to the binary segmentation problem. " - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Maximum flow/minimum energy: 86761\n" - ] - } - ], - "source": [ - "flow = helper.solve()\n", - "print('Maximum flow/minimum energy:', flow)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The segmentation for ```layer_1``` can then be displayed." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "<Figure size 720x720 with 3 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "segmentation = helper.what_segments(layer_1)\n", - "segmentation_line = np.argmin(segmentation, axis=0)\n", - "\n", - "# Draw results.\n", - "f,ax = plt.subplots(1,3,figsize=(10,10))\n", - "ax[0].imshow(data, cmap='gray')\n", - "ax[1].imshow(segmentation)\n", - "ax[2].imshow(data, cmap='gray')\n", - "ax[2].plot(segmentation_line)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Detect multiple layers" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "This time we will create two objects, as we want to segment two different layers. Although our graph cut is still binary, we will create the graph so that we get a multi-label segmentation." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "layers = []\n", - "for i in range(2):\n", - " layers.append(GraphObject(255-data))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We create the ```MaxflowBuilder``` and add all layers to the graph. We then add boundary costs and smoothness as before." - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "helper = MaxflowBuilder()\n", - "helper.add_objects(layers)\n", - "helper.add_layered_boundary_cost()\n", - "helper.add_layered_smoothness()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We've added the layers to the graph, but because they all are based on the same data, and there are no interaction contraints between the layers, they would all result in the exact same segmentation. This is *not* what we want.\n", - "We want the layers to be separated by a certain distance. Luckily [Li et al](https://doi.org/10.1109/TPAMI.2006.19). describe how to enforce a minimum distance between the layers. This technique has been implemented in ```add_layered_containment```, which takes an *outer* and an *inner* ```GraphObject``` and lets you specify both a minimum and maximum distance/margin between them. In this case we will only specify a minimum margin." - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "for i in range(len(layers)-1):\n", - " helper.add_layered_containment(layers[i], layers[i+1], min_margin=10)" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Maximum flow/minimum energy: 174018\n" - ] - } - ], - "source": [ - "flow = helper.solve()\n", - "print('Maximum flow/minimum energy:', flow)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We can now get the segmentations for all layers and show them. Notice that the blue line, representing the first layers is the furthest down, or outermost." - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "<Figure size 720x720 with 3 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "segmentations = [helper.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", - "\n", - "# Draw results.\n", - "f,ax = plt.subplots(1,3,figsize=(10,10))\n", - "ax[0].imshow(data, cmap='gray')\n", - "ax[1].imshow(np.sum(segmentations, axis=0))\n", - "ax[2].imshow(data, cmap='gray')\n", - "for line in segmentation_lines:\n", - " ax[2].plot(line)\n", - "plt.show()" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "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": "3.7.4" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/notebooks/.ipynb_checkpoints/LayerSegmentation3D-checkpoint.ipynb b/notebooks/.ipynb_checkpoints/LayerSegmentation3D-checkpoint.ipynb deleted file mode 100644 index 89ae894c9af5fb6213b20a4165f7f8be16e867ee..0000000000000000000000000000000000000000 --- a/notebooks/.ipynb_checkpoints/LayerSegmentation3D-checkpoint.ipynb +++ /dev/null @@ -1,207 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 3D Layer Surface Segmentation " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "**Add Proper references here**" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "**NOTICE:** This notebook is a continuation of layered surface detection introduced in the ```LayerSegmentation2D.ipynb``` notebook.\n", - "\n", - "Previously we segmented 2D images, but the ```MaxflowBuilder``` module actually supports N-D data. If ```data``` is a 3D ```ndarray``` the code still works 'as is'. The surfaces are always found on the first axis of the input data." - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "# Load modules\n", - "import os\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "from skimage.io import imread\n", - "from qimtools import visualization, inspection, io\n", - "from slgbuilder import GraphObject,MaxflowBuilder" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "in_dir = 'data/'\n", - "Vol_path = os.path.join(in_dir, 'layer3D.tiff')\n", - "\n", - "# Load the data\n", - "vol = io.Volume( Vol_path )" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(164, 200, 8)\n" - ] - }, - { - "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": [ - "# Convert the stack of 2D slices to a 3D volume\n", - "vol = vol.concatenate().astype(np.int32)\n", - "vol = np.transpose(vol,(1,2,0)) # Re-order volume\n", - "print(vol.shape)\n", - "\n", - "f,ax = plt.subplots()\n", - "ax.imshow(vol[..., 2], cmap='gray')\n", - "ax.set_title('Slice 2')\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Like previously we want two segmentations in each slice of the volume." - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "layers = []\n", - "for i in range(2):\n", - " layers.append(GraphObject(255-vol))" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "helper = MaxflowBuilder()\n", - "helper.add_objects(layers)\n", - "helper.add_layered_boundary_cost()\n", - "helper.add_layered_smoothness() \n", - "\n", - "for i in range(len(layers)-1):\n", - " helper.add_layered_containment(layers[i], layers[i+1], min_margin=10)" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Maximum flow/minimum energy: 1386559\n" - ] - } - ], - "source": [ - "flow = helper.solve()\n", - "print('Maximum flow/minimum energy:', flow)" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "segmentations = [helper.what_segments(l).astype(np.int32) for l in layers]\n", - "segmentation_lines = [np.argmin(s[..., 2], axis=0) for s in segmentations]" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "<Figure size 720x720 with 3 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "sliceNo = 4\n", - "\n", - "f,ax = plt.subplots(1,3,figsize=(10,10))\n", - "ax[0].imshow(vol[..., 2], cmap='gray')\n", - "ax[0].set_title(f'Slice {sliceNo}')\n", - "ax[1].imshow(np.sum(segmentations, axis=0)[..., 2])\n", - "ax[1].set_title(f'Slice {sliceNo}')\n", - "ax[2].imshow(vol[..., 2], cmap='gray')\n", - "for line in segmentation_lines:\n", - " ax[2].plot(line)\n", - "ax[2].set_title(f'Slice {sliceNo}')\n", - "plt.show()" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "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": "3.7.4" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/notebooks/.ipynb_checkpoints/NerveSegmentation2D-checkpoint.ipynb b/notebooks/.ipynb_checkpoints/NerveSegmentation2D-checkpoint.ipynb deleted file mode 100644 index 80357648f64de57ee9a437a077b9efd7920436bd..0000000000000000000000000000000000000000 --- a/notebooks/.ipynb_checkpoints/NerveSegmentation2D-checkpoint.ipynb +++ /dev/null @@ -1,609 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# 2D Nerve Surface Segmentation " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "**Add Proper References Here**" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "# Load modules\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "from skimage.io import imread" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The objects (nerves) in the image have two different sizes which need to be handled differently. With small nerves marked in red an large in blue." - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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GrF+pVNJ8PjfFJMmIOGA0rDFyA46zWq00mUxUKpVM8ZTLZeMpeA+RNLfnkXgsBkKSJFMAm83G8ACU42azUbVajfAQJNnc4z0MBgNdXV2p2+1qPp/r9vbWZC6ZTNq7gdm8arw2SoAJgajDmM/n5oaxKNLencKFRYDQtHgL8/lc/X7frj/ebDQ/Pt4pkhefJ6zI5/Mql8vK5/MRsA6ikrRz0dDab04myo3HSi6Xym+3enB3p5ty2UIKNhHkFxB6wgCEFlANy14oFIzE4132MAzV7XY1Go0k7bMIyWQyImjz+Vzvvvuunj17plwup0ajoc1mEwGNsGRYwVwup6OjI63Xaz179kw3Nzf67Gc/a/cpl8sR0hAucjabNSTar2UymdRkMjHglgxNq9VSo9GwkEraWXZcXZQJ18tkMrYhmR9AvNVqZZsayw1nA1YjAyUv7UHVxWJhqbNkMqlSqWShF0oZQBnjwmYFvOQ5ySD49wbkhuzknymRSNj7QLQqFAoKw9DWF+XMPOCJzedzyxRdX1/r7u4uQpaSdkoOhuKHKQDpNVICm83GyD/ZbDbC0MMyegqlZ0KRGpNkgtBqtYztVSwWzRp7N4mBIkin0yaYbBrcaAQIq7RarfSNWEz/YS6n/HarcT6v5RtvqPFCiQRBEEH5ibHBDYi9QX29JeNvn5Xo9/vGApNkyo/PMS+LxULf+MY31Ov1VC6XjUAzmUwisSY4Ch4LHIC7uzubJ+LYSqWiYrEYwS+IgcnkYHl4DpQ57MRMJqPxeGypWy/grCdknR0KnjZSFwQmPBkyDsPhUNKesosVT6fTxgeRdhu6Wq1aGBCPxyMYADKBImLAC0AZ4535NfJuNl5iOp1WPp+3bJAPAX2Ggu8WCgU1Gg2Vy2Utl0utVivz1phT7s2Gh+hFaDAcDu3ZeJbBYGCK0r/X4XhtlAAUVlx5JlmK8uxZMOJNyCho1cViYZoXJmE8Hlc+n4+kpJgU2HjSPlbGjZxOpwZweV4BYct0OtXf/tEf1Wclrd98U9Vi0VJVEH14ZnLCk8lEw+EwQi2GGcfn8WywLu+++66ePn2qzWajUqlkAB2bgPkgJ71er1Wr1QxYBDDjvbD+KB42VafT0XQ6tZw+irhYLNqmzGQymk6ntolgY/raDN6lUCiYhZN2yiebzWq73arb7Ubi48M6g1gspkKhYC67D/+knaULw9AAvs1mo8FgYJRlPEg+i4Ipl8sRz5EwAEamr5Hwv/fEKa4LCUmSMQRJbRJusDETiYSFTlxjs9moXC4bNR1MJ5fLqdPpmJvP83hSkd8TXnFzP96fufPPfzheCyUAuEPO1w/vtmK5YGvhInraLMUafIfYNxaLGfhWKBR0cbFjNRMTM+HEvuTmDwGgxWKhcrmsWq1m99rkcko5NLlWq5nnwPDKC6H19OfxeGyWdzQaaTQaWczX6XTsnbrdrgkDAoLLjSuLJzKfz42/DrtO2m3GSqUiSYY5TCYT22S5XE61Wi3yGcBQAD5INp4nz7/hM0B62W63thFR2IRFrAFzlEwmVa1WzQOAm8C9JUXui6UGN+F+s9nMwM1yuWwhpS84g43J77zbjAL0mFE6nVYikYjUj/hNSnjglRtkLEIFz11AATMn8/ncNvtgMDBjxuf5m72C4mRt8YqlvReDsfTs1cPxWigB4q/VahUhYEh7th2LgLbkZyymF0aPsoPqplIpSz+CFzAoMEIJ+RoDBAuBwpokk0nLKpAWwqXOZrNW08DwVX24pdyTTY1Vefr0qZ4+fRqxBBBmfJqIGB9eu8cRCGHK5bJlChgUo6xWK+O6+1ChXC5/wHp4dtxyuTQlh3B7nn61WlWpVDKvoVAo2DrwHjAypb3i9iBZLpczTwdFzDuAufiiGV8LgjJlzSBdLRYL3dzcWAjjLTybz1Oqt9uter2ewjBUIpHQYDAwNqanF0sfZACu12sVCgVVKhXV63X7HoqMjBAy3Ol0TP4BI7PZrIU0FLTxe2Qeb5XrMmfFYjESHhQKBUsRH47XQglIUffmENDBbQVRlWT8b5+79d/hM2xIgCTiWtKLACpBEEQyEs1mU6lUyizMYWkqaSvugQsdj8cNjEF4cQNhqkkyYcELub6+NrT/2bNnhlkA9IGXoDxw6bk+FZA+bw06T0zMqNVqWiwWJhQoSMKYl3HwsSx4HVi1fD5vc+NxE7I9pA/BeTznng1EwRQ5edx5nk2SbSJpXyGHJS2VSuYBkGWADSntGJhQzn3OnDlCSXhmIhsdY+NrWZjnfD4f2WhkH1AghUJBR0dHevDggS4vL9XpdOzz1Jssl0vz9Eh1EubwHJKsinK1WlmVrPdkDhUlvApk8+zsTF/5ylf0svFaKAEQWCwTyLO01+bD4dCEHgXAmEwmkbQbi+TztaDs0m5j+U1WKpUi8TlCC9iEGyjJrAjKhJJVNjqbP5vNmjsNNx+vQdoJzN3dna6urvTkyRNdX19/oN8BMSYWBg+Id/UhBykwrO5yubT4tFqtGi+fz7ZaLfNqIF5ls9kIdwFFgIIZj8dKJpPK5/Nar9emDHK5nNVoSHtcBkSea3lPxmd6fFYEZR+Px1UsFu0ZDst2wREAEfFsNpuNKZxD4BGXGYXCepPt4NmlfRjgsSm8Q8BhnyLEG0IJQZQi69ButyOANmvkK2AJNQAVAZElmYdK2IDH40FHSF+STEGWy2Ur/f7Sl7700v33WigBaY9skwP2C14qlcxq+vgWF24ymVg8nEqlIuAiXgEA4KEbJymiAEirAFxRHeY1LIsPqo7iINxAqTBarZaGw6FxBEajke7u7nR5eWkuvweyUDSAebh+YCdYOd5luVxayON7J/D81DZ4XjyKFIuFu3yYSpRkqUMEC3ILWYFcLqezszPzCDqdjq0B1n80Gll/hvV6bSk2aaf0qtWqhSA+25BIJGzTEvLVajVJsrgZL4x3AsQ1QtcLT5DN6VF3QlE2sU+18n28UbwXUsooae6FEmJgQFAcx8fHEaVC8ZrnjoBxeUBU2jMSuZ8nNgHckmWQdjgIHIvHjx9HOBkf2Huv/M39uB/347tivBaeAHlMwDqPZOPukeLBTcL64XKh6eAUwM7DKlICm06nLUaU9rRkLKAHWSRFNL20jwnxBMhMeJDHVwlKUq/XM+bW5eWlnj9/bkAggJJPN+EF4HJSy9BoNBSLxdTr9SIkEPgTMAN9vF58kbbk3SRZSS91AB6DgfiDq8oakA3AwpCdAODzcTPWj+tJsnVgbWnWIe3DGvj/njAEpwPsB3nBO4rFYuYVwUYkhcvn4daTFSCjQGoWL4n0LwO+AfPD9Xxtik9bAmzm8/kIZwDvsFqtWoh4d3dnZelcA2+X8AkvjQFGAd6C93d8fKxcLqeTkxMdHR3ZnAIYl8vliAdyOF4LJUCxRTab1dHRkVFfpd3EUENP6o7ae+J/YltJkbJVwBE2OQUjAEHSPl6Esed7tBHD+npv3wDFKxBPvAG99oxDGkvQc8CnpgA+UUyTycRQ/na7rWq1qvPzc6POArgdouvlclknJye2GY+OjnY1Ey+49vycWgPSfWxQ/mY9wGUAyd544w0dHR2pUqnYpqL2wDfMQPmOXtRSFAoFA8RI9foCJVx+hieC4fYChvJzn9ID7MOY0P+Qa9JejbgZpe3pwoQLrAHsSAYhGr/H9ffcjvF4bHwAH8NXKpVIyMnnWQuIU4R7hASHrfa4F9yISqWik5MTK4U+PT01TAAFCs7jFf3heC2UAAvMZiiVSpH4GAIMmxcmFpsUj0CSWQY+RxzIIHWDgPiOK3R54TrEwB6I9Pf1wusLT7B0nus+HA51dXWlwWBgACEsSCwBAoZFjMViOj8/N849G69arRqnQZJRcgHnSMXxHoCcFEHRDQlvxGdTmHNSWJIM66CqLZnctV9jjslcsHm73a5ubm5sY1KVSHbGA6/SPr1GW7l0Oq3BYGBZESy2J3vhMaAAwHvOzs4M4yBVSA8IgEcwG08IgnCDsiJb4Fl/3AePAeUhResxAC4Bc18mh2zO2Wym8XiswWAQ6ZDl5UCSkeLo9UDW4eHDh6ZcIJLx/Hg8fq5fNl4LJeAbN8IC9A+NRgV8q1arJgjwB9CSoNtYaAQVgce6eNQZ15D0Fd/NZrMGWPnUEawuvBGyG5KsQw+5XmkHlD1//lxXV1f2M9/nkEwDgz5+fE6Ssf58Wy3caMhJ8MtB8fFyqFhEYCmwORQMNikgEwDcycmJarWaodfSnr+B243l4fpYzng8bsIOuAa5BwHHs/OWC9APMpUH3VCqIPEoA/o6ogB9lyBPTfZALrUPWGPmiGYigKcozdFoFAnfPI+DQjA2vgeVC4VCxMhIMlr7ZDKJKAhAbc9/IVuSyWTUbDbVaDR0enpqGx+lxvU9kPxhXoD0migBSbaREUSv9UlRSbL4ytfDS/sOr0w8sS3CQy0+GpPw4dGjR5rNZur3+5FUFqEBmIOvWCTWhgtPOpKFJpdLZ1kqvSjwwKp0u11Ju9RYvV43b4PcNGEH71Wv15VIJIzdh6XO5/Pm3ZCD5z0olb25ubH7+Z55WHjeVdpt8Gazad2eyC74HgGkJH2XHtx16jcIW1DUPg0HMi7tO//4a5MRoFrP1ybgacxmMyNDMUd+k/p4nVAAZcCzYNFx1z0mgDVnY3mWJjiIx5aoliRMw533tQysQSKRsEKoZDKpT3/609YZyHMXfAYlFoupWCyq0WioWq3avXl2T/oiZYrn5bGFw/EdK4EgCC4k/Q+STiRtJf1qGIa/HATBfyvpr0pqv/joF1+0GnvliMViqlQqtiCeRw8RBLCNjcGiUmGGEgjD0LrdkqdGIeBppFIpA1AAWUjRAYrRffdQw0IuQiBw4SiKabfb6vf7arVaRv7BVYd1Nh6PLVamlZRPW6HoGo2GCoWCisWiqtWqYQIIum9QMR6PrZHJZDJRp9OxmgBIMt4KIVSETvROAFD0tGHPf6dYRZK12loulxqNRpG0K3G3Ty2CXTDXWD+sM0VGFMcAghLGIMhcs1KpaLPZ6Pb21qrrhsOhEXlQAqT1eA+MAWEAniPpZ0kR4tQhjdynLf37YsTAnlBu2WzWQkDPXYGfQH2Fx6m4/mHfxlqtZiEPPAG8N+omeGc8QGnPqHzZ+CiewFrS3wrD8PeCIChK+t0gCH7rxe/+QRiGf+9bvZB3S7EmvkyWTYgCYLK90LHghAm+1gArAhLM56RobzhJVkjiCUJUIPJvasQhGnFtOvxC28VLwXXudDrWV//o6MiaRMA7wPJeXFyo0Wgom83aoqMIJVnWAMLTZrMxjrrvUgOyzrN6yqoXEK4BoNZsNi3HLMny95T8gpcAOCLQ3mKiJIlleYbRaGSuNkoA8JaNwrMNBgO12211u12jMkuyZiTdbtf6QzInzC9ejiQrD0e5SzKr64k63rKjQAFUPdpPubCv9SdEo3oU0hbeBxsaJeN7Q0i7cI9emZDQwI14XgDwo6Mj4ztst1sjR5XLZdsHgMuSjMvyqvEdK4EwDK8lXb/49zgIgq9qd/LQd3ItS/stl8tI/QCxJYKH5c5msxHL4DWsZ1oBXOVyOdXrdfMifNUhghGPxyPFKiwCikTaCQExLy4byLIvhAL1ZQA6PXjwwGLrfr9vocDJyYkdNHF2dqajo6MIgw6hxkoQpkgyV90LuSSLN0Gb+XwikdBoNLJiLFiI2WzWzkyQ9mlRAKnxeGysRM9Y89gA88hconShxy6XSzvTASUTi8UsJKMWodfr6fnz5xqPx6YwsXJUAlJezZpRMENa2cuXz17ATOVneHRBEJgipiUaACRzJe0Zqjy3pIgbjzcLtoUVL5fLBkQDhFerVYv9mTMPTntvBgXEHthut9YDgzlHriUZlsEzv2p8LJhAEASPJf17kn5b0g9J+okgCP6ypC9r5y30P+z7uHS4hOl02jQv1gQrh4vlNZtfICx2oVAwiwfXn4otfxwUC0BIwSQDKvI3SgWrDQsMdhspxru7Oz179sxy+9LevUP5ILhHR0c6PT3V2dmZGo2GhSjHx8c6Ojoyd50UHQi4L9vlHeLxuI6OjiyeBp94WQs25ogYfLvddSo6OjqyFCCpNEkRj4oQqd1um/Kls7KPO70iJ60Lt4p7fXsAACAASURBVAOsgDnFyyGUwwOYTqcWltCYhOfnenhtWFFfa4AlJN2ZTCaNTs0mxhOkSY2v2mNDe44C2QhfpyHJ5IZ74vl4jkalUrFNys8Ia6V9iOYV/SEXZLVa2dxg0Ij7fRsxr/ioT3nV+MhKIAiCgqTfkPRfh2E4CoLgVyT9nHbHjv2cpL8v6a+85Ht2DFm9XrdNA13Sp958RR5KAteSMAHBJtWD5fOHQ6AYPODiY1dcXg40gd/vq78AZxB4hJfFobiDNJ60c1vZ+OTnm82mHj16ZAdNIOiSIg0pCD/oKkPMP5vN7PPwE3hGQiayDLe3t5FzB3hXPCw2A/ErhCM+jxdVr9cVBIF5BPl83kBQz0PAokmyZ12v16pUKuYi09xV2vMcZrOZrq+vbQMdHR1FavxR3LTylnZcCJ+DJ8zw9Gc2MtwOFEQQBIbxgBEwQPVRvJ5Axbz5IjHSpB6co68kwBzGQ9p7M4RpGCxf28B3GRgwUq/QljGIeC3SvicFJ1txZsPLxkdSAkEQJLVTAP9jGIb/y4vJu3G//8eS/tXLvhu6Y8gePXoUEsuCAXjett+AaF+sIaCYzxKAdsO1Js4aj8fmrqNkfMzlW3xhCX06SdrzAZhgtHUmk7GUT6/XM1RbiqLf+XxepVJJDx480BtvvKGTkxNjfHEP6vv9e+9SZ3F9/es5VSpj8xKkfZUcwolbSOprMBhEPg86TtYkm83q/Pzczv6DFIOSqVarliIja8Gc8twcOybtqxJHo5F5IqTPvNfG36Q1W62WsTo9M9GHXJLs3ECYoaRKiekJG/k8VhWDwlp4b4dwi01NKEW6lyI0MCeUppdTDBjhXrvd1nw+twYvUhTr6vf7hgsQDvCc/NxXHR4qZpQGxsunIMfjsWEekMNeNT5KdiCQ9N9J+moYhr/ofn76Ai+QpD8v6eX1i/fj2xqLRVx/42/8GQ0GaZVKM/3Mz/y6stkPHmB6P+7Htzs+iifwQ5L+kqTfD4Lg/33xsy9K+rEgCH5Au3DgqaS/9m+7ECQMT7bwtfge5ENTEgfRlQer6YG0xWJhJbxck7w47jzaFWTXhxb+vocYAlqaZ4D1+N577+m9997T3d2dWSgQcuJWSnsrlYqlQNPptKH9rVZLq9XK4m9Juro60XCY1mKR0GiU0bNnOZ2dtez6vkRV2jMtaRnmee5YMsgy5XJZDx48sAo0vCXiW6wRffHInYNPQFv1Oe3hcGisxiAIVKlUzEIe5q273a51RQYXApxlHeEdSLu4nLXy7D/SfMwD60hPhUajYYxH1pQmKlzLhzHecyJ9DUrPwPKSkZFkqUrkh5SoB7MBin13LLgppCoJMxnhi1OiIAAxH2SjZrOZpW8JZ3z15KvGR8kO/Bu9/Ajyb+noMT+Wy6Xa7bbFbIfdharVqpFkmDDSKORxDxmAPu3om3p6Qg6/49AR3zgCxBsk3PMQYKzhDjLZ4/FY8/ncWpf7gQAQptCxKBaLGa8doSHGJeTJ5XJ6662NqtWV+n2pVJqr2eybwFMEBLLMPBGaQGryGRHo0IBTKEgKryDgSDshpgeeL7mmCOhwTimPxqUH8efdoUtD6/Vl4/P5XJPJxMpjN5uNIeEe4YY0AziLwqBQi1BIknUhqtfrKhaLymaztslpxkrtPZvOt+7y5KLpdGqpVGRXkm1MmKlkXzAYhB5sXJ8+TSaTdt4CA3n1IVM+n7e+EL4kfrFYqN/v6/nz5zanDx48iGQ1PimewMc2QLGxnD694+NcMAMP4ByyzwDzEAyEStqf6OJpxsRRoMaw74j5qLhjUwBKUa0Iks79fA8DrzjwaKi681VdfmNJ+5730v7gjPm8p1/6pX+t29uayuVrJRLViECBcyAUvV5PnU7HMhY+fUgbNOYUMBAQDqXIM65WuwYc/rhwD6ZBtmKewRSwfmwM2rTBMfDYALUWxK9HR0dGD0fRACR68hTzg5dBxabPDoBhcA2akbABqbTzGQsYl2xyOgFjhCgU8t4iVvewEpLrAahK+1bqKBhfcEQ9DF6QtE8pgg2wB6iOvbq60vPnz01uBoOBMVtJyb5qvBZKIAxDq7JLJpOqVCqRWgBSHWhUX0QEmOeLUXxFH//2PfQ4WUbag3ZYUCjHbJrxeBzxEqAfAyyBOnMNFhlih7TvNsz3CSUoL5X2KSVJFjrAQqS8NB5fqNF4/wNoNhwFb6E7nY5ub2/V6/VMaBEEQp7ZbKZKpaJGo6Hz83PbdFSo4c3Q1w63k1ACpQ2xh+dBEUKlxcJhcVGazNVoNLKToNjQPryDau15EXhfdHFarVaRY7ikPQh3cnJi4QEHc3pX37MYfSGYL70GuIOUxGb06T3khAIt1g+PzhcoZTIZ83AwNr5s/dDlL5fLNnf+Wdvttp4/f67r62ul02ljebJ/yuWyPvOZz/zJUAKQUbLZrMU1kiLaGtefVl7k/smVSvtuLVgr33WGuAlcQdqz4cj7QjbCikl7d1vac9A9GQZvgXbieBG+/BgLgttJmS+DrsDcw9dPYLm8ZfFsv2KxaNkPzp577733dHNzY3E/XAhpT6gqFArGSchms2ZN6UbMpvMsSQSW9uMobz9HvhUbvAp4D7irm81Gz58/lyS9//77urm5URAE1k2p0Wjo+Pg4Ujzkww5fCYmVpeyYlCbkIkKt29tb3d7emtVPJHbnWJJq86W7YFM+M0TWAgXsFRnyg6LwhB8yDOBVkqxHIJuV+1G0RUrSMxjxPMB0qKF4/vy5ptOpTk5ObI4ymYwpd9KorxqvjRLo9XrGkydekmRxFPRIT8Yghy/tCTB4ApxDiJXwMRSpImkff3tXvlwu2+eJ5XwDT9xbUkjD4VDPnz83MAy8wuflJVkDCH+YJ94KQCDPRFoMhYZF8KAUSgpPimPHWq2WAViH7ibXQAHAg4cbwQaHWMMa+HDMcyg8PdXXApD2gw5LQxVPfPrmN78pSbq+vlYikTB+AkCd73hcLBYjMTPKV5L1aSBlWa1W1Wg07LnG47F5RqxHvV63mB+l70Fh+hH4HgJscEkfWBeUMtgPnpPnpaB4+BwpWs+ULZVK5rXgAUr7VDbGgDMIYVUSqvGsZ2dnevjwoRqNRqR462XjtVAC6/Val5eXEXCPxecoMWl/+g/xGhvTu9sIPO3G8RS2222EjMTGpLAEoAh333sX3EPax+iAT1jI58+fq9PpmDIhFpZkpA9cQc8SI6Tx7j09E8kVswFB1gGtyCaw4ahd4HMIuVc40o5gA/o+m80ibcOpkoSQIu3bY8NNxxUHQ8GD4vnJInhXHvQfoR+NRrYpqY+Hg8A5fNfX17ZGHuhFUcDUlHaWdTweq16vWzEUFF0yRHBRwE9YZ+TncL09398TuFg/X0qMofJdhwj98Br9PfCcCB98JSDKFtee6x1iXd1u13ph4kHBOm02m5Fel6+9EoBEMhqNNBwOjbQiRS0fkwkxgxjYx+xkAGiOyaJjEQ8px7jqbCA0Og0+fdMNaX/ApKfzEgJ4sMZ3oqXzMF7EZDIxzjh4hq8wwwoDWOJKZrNZs66+VLnVatkG5vs+rYbr7t1p0kaAhAxq/Tk/QdqfpYhryxzm83nrpzAYDGwDcPhpoVCwhqqcmYeVC8PQCoGOjo6sKzFt4p48eaLBYGCfx83n/SSZxxWLxaxW4+TkRNPp7jxClIxn7DGvPq6GQORpwAx/MAuxPWli31QGC41M+JQmcuAxBDJcsBt9mhcl7uN4jhRLJpMmcxDSaCWWTCYtBKJOhlDOy/DheC2UABrZu388NItMW2s0sC988U09qKfnCCiwBl8LDjIu7VzF29tbo4YS2yEkLBaL3W63NZlM7B4g3bh9KIjDSScnjCUkl46geAwBYSFMINUk7Uul33nnHTs3gNN2vMuPK++LkEDvsZjHx8c6Pz/X8fGxZURQOB4Y9JsGYaOugkIe0pySrLkHChMeAMonFovp5OREDx48kLQ/H4K0JYoGj9B7btK+AAjWIsqb77RarUiFH1WRPC8WHgXpOyj5e/h0YafTsY3pU2++B4MkCxXJJHgPwdcmDIdDUxqeq+I/S4MV1pjwYTgc6ubmxiomee5SqWRKlDoZ1u8T4Ql8nMMjwRCH2BxYFW+hyB8DwPnOKb7RCG40FhJh9hRKPAncZqwUOXDAIV/L4BcLd5j0D1YaDEOSoeGkfW5vb62sGdde2jfcPDo6sspKKUrDHY1Ghv7ze5BpLBRhEBwGSZY/l3ab9OHDhzo7O7Mjv/CuyuWy6vV6pB6fLj6+IAah5WRcgClpX1bLM0OCIYVGCIalq1QqBsCxeX0pbyaTMcvG8/jwZzqdmutMmJJMJg1kk/bdhRgAcT488EAtHpqvIWCOuI/nUmCEUNov+x4hBgNjQFiDokf5+pZt7A3S6RDSarWahbwnJydG+MJjRmF7JXo4XgslIO250Dw8C+Y3OZseoEraTxSfP0yF+PZKuN1+IfAcSMcA0vgqMSZSkgF+Pj6kSSffRZARGCzcdrs7iLPX61mrKBSbPzAV99PnvwkRUAI+ZeaLXGhqKSniNSUSCTt/8cGDBzo7O1OtVrOsAa3U4OITgzJH0j6Nyf14F0BNhNi7rR6EZU5Bxv0pw3yPzQevnly3J1NNp1Oz9rQmOz09lbQ/l9HX0Pt1oWXZycmJdXMiJvd1DSgk6gVQWngblDEzDs8T8BkNjMChAvBFa1h0itxWq5WVViPnZHV8lyqa5Jyfn1uDGp6B9DfZq1eN+3MH7sf9+C4fr4UnQKwGCOZBNQbxn48PsSxYY2nPNvS19wBFXN+7huTn6U0PyCftj7Sm0k7aV9ThjlKXkMvl1Gg0jFMfj8eNLARlE/cVq06oQe0/5Z4g1lhngB3fmOOwGStUZFxx3oGwAOsn7cgzMARB8HO5XOQkYDoAMUCkB4OB4RnPnj0zCjJ8BO5JTHzI5qQxCteU9iAZnXdvbm6sZdjx8bE1A8Xy3tzc6PLyMtJYA08kDEOVy+UI2Mk7EY5Uq1XV63Wr2vMpNLxGSso5z4A5ms1m6nQ6VjaOl0P9BKXWlMZXKhXDmjwgTUYG+SGdnUwm7Ug+33kIL/Xm5kaj0cgajPL+tBzz3BKfHfoTEQ4Q3y4WC7Xb7UjrLH7uN6/ni/vS42Qyaeg8f3DdfEko14UA4rMTFBORd/YDJYMrB5DGhu/1etYbwANrCKwnJXGclW+4Ke1PU47H4wYeAg6i0EjDSbINsFqtTDBRjBBviPWlHc6C28/84erikkuKpAjJogBOgaXw2UajYZgGjUbv7u7U6XQMQMPlJuWIooeVOZ1ONRgMjOfQbDYjxVWw/d5//30rCydcpLcE8+aR+MP19mw9AF6f0kMemXuUxXA4VKvV0tXVlWFLPiPE9UlNFotFO5OBfgMoVjpUgW+x5qSf2bQwIFGC3W43UjvDXJIJ8OC3D1Ffe2CQOnsKcABT+B3WDSCHLAKop3/58Xisfr+v29tby+PS1MNXazEppLGgYKKMACM970CSUWb9+X0w8thwdEE6HHAIsDbes/GpS1B+tL9/T/oM+O7A/N4XSOEZlMtlNZvNCNpPlx6eZb1eq9frGZORfLX3xrDitMcm555Op+1wEQT87u5O/X7fcvO8I9V+WF6PrE+nUyP0zOdzNRoNUywUyLTbbbs+6TAUGf0JYZFut1tLEQ6HQ6uP8AfcUlVIlsljUSgkZDEMd4epPHv2zCjS3hNjzpEXWn55TwNWorTnjhCz12o1u55vhoJC6XQ6RgEvFosajUamvIvFohWI+aYlKG7PenzZeC2UAMJESmU4HJpr3Ov1jEwDo4uUICWtuJ7SroJtPB7bqT+3t7dqt9uWh+e7LLavsBsMBpFyTQBB7w0gKBA0aI3F/Wu1mtLpdIRLPxgMzLWjmMW7oGxOFJCvfsNb8AQplA/eUiwWs0pLPkfKrVqtqlQqGbjGfNNog9CE9mC+ww0DEhWDo8FJP9KSDHeduSAjgeJgPsfjcYTRR7oRN5pTdAEyvXKQZGESWYzlcmnPxJyi/HneRqOhk5MTUxC43QC8oPrM/eXlpYGeVLnyfISutHZnDaAR43FBSSb96msifLYpnU6bF9Vut03B+JO4SWOTBcE7KxaLxvz0IYcvTjokvn1g/73yN3+EAwtGYU88HrcNwQJC3sGaYnVIFTJZNzc36vV66vV6uru7s9ZKWHV/6Ie0UxqkCH37KJ/ioXxU2rPn8vm8EYCwdiD+bHCE0KcBeX5SOeTfvSI5JDmRWoS9RiiAQPjORbjbzWZTZ2dnOj09NTKOb89Ft6HT01Nj2R12XWKO8ajITMznc3OjSfd5pcT7oIjDMDQh3W63Nk++SSdhw8nJif0pFArqdrt69uyZ2u12hOoNhkGpMp6QtLegviCH8l/oyN7ic93BYKAnT55I2m1GcBtoxcgEa+h5GXgMxPNka1B8voJRkrU2AwcgZCI8nEwmkc5MeDh4mDArz8/P9eDBg0h3Y2RoPN7o+rqqx4/nSnzITn8tlIBnrsGvJ8dbLpet0yw18758FAUAxbTdbqvVan3gbHesnhTNGXNNUnLk5AkbCDW8JcQK8T0Pwni6sy/dhdBCvI7X4zn+DLS8r1GHf4CyPGRS4mpvNrtzAy4uLnRxcWGbRVLkWDRSTDQ1Id2JJ+F58VT5AUqSpoXTMRwOI7jMdrtVu902V5Z32Gw2tpZwMSSZm3t8fKyzszN7psVioW63a0e34epWKhUrt/abjAIb1o3nAfNBCZFu5KwE3Oarqys748D3LvDhGDLyMi+RVCuepa90Jf2NN4bX4CsIfVkycodi9b0wk8mkjo+PdXp6aiAvoC5KqdOZ6q//9T+twSCtanWpX/u133nl/nstlIBHoXFhvbUmBEARIFBsnG63a8UoT548sSpETxbydeKH8boH56Q9jdnH79wLXGE2m6nb7Vpund9Ju01PnwF+zoEkbEDfM0/aWRJf5dfv963JB2cNAh6hTPyc0aeAuJciHF8j4IknkG+woCgR+P2eYel7FUoyUI/mqf6QE+YdBqikCNXWP4cvjsnlcuaxEB61Wi1dXl6atSb74GnJeFBsopd1G4ZwBFiIgkWuRqORLi8vrRkKa4DSQCljaT0I7Yu+qG7FSNEDwJ9N4Yu4aLrCmnp2JM/nsxzUv1SrVesMzToz77j9776bVr+f0mIRV6+X1LNnr3kpseeTV6tVnZ6eRmIfFsNXDHpkmVJUac8mI2b3gAghgS/TxSvwBz8kk0mjvgLGIRykjjhyKh7fnY1I7I3i8EiwtO9jX6lUImXPKARSWJIsXUQDDpBf5gRMgE12fHyshw8f6vz83JQn1gqCEVZK2oObVK2RLgNsJXXF8/h4knQTMTFzsNlszGpxr1KppNvbW2viAnEJa0xIBLAIuAjr7+rqSre3txoOh7ae0o5RyZFsAHjgOXgRXmkVCgULe1AGdBcaj8d655131G63I8Ag6+OzDL6MHMXLnEIJ9gQrWJwUPLF20j5ml/Z1B8w1hUXUfEj7sDGZTJqR8TgA7E3k+tGjnCqVhQaDUJXKUo3G/uDdw/FaKIH1enc6D1rPlwwT41J4wwujGAACPXoP9x/03QMkAEN+sUHCsXBoXF9v7uNRPAVqGfgOnoe/n7RXcqenp5EKR5pxSIpkIDiDIJfLWbqInD7CzulEkvT48WNrXQ47zHfAQXg967FcLqtSqZhHwJzA9PNpKmivlUrF0mgIPWtz2M0Wt9wrEjZ/pVKJMOxYY5/mnEwmltqdTCZqNpvGCjw5OTGFDmBHow+q6fyGgFZLByFqPFarld577z1dXV2ZBcfKU13J2uTzeWMYArp6bgTzJslOmkIm2Lwet/DFReAJZBII6aRo6hxsg4pU3oNUoX/nYnGrX/zF31KrVdHZ2UhhuO/GdTg+jnMHnkoaS9pIWodh+O8HQVCT9D9Leqxds9H/LPyQA0h87TQ5dayKtKfqSjKrDHkF1NjX+xOvoj1xe+HVc2aftEf7vQCgmQuFggaDQaRvu3fV6IMAXZdGqbVaLVIQRCqH9+j3+xH6sUfuGd6i+eO56vW6WQlfa0C9PfNDXYOnrPI89Xrdshjew4JYwrMzpxzq4TcqA3zAg1KAmjy3DznYpP6dfR0BaS5OJYb8wwEt0j6bMp1OdXNzY23UfOci30QFl5sMAEr/+vpaNzc3Fr/74ev+6U8APuUxGeaUa0s7JJ85Zz49OCrtS5XJFqEs8TyKxWIEY8Kj8PejwKjX61mmA+W6y3LF1WxutFgktNm8rB3oi3d95W++vfFnwjDsuP//lKR/HYbh3w2C4Kde/P8nX/VlXEXcb4+UE3dRUAOBwzcP6fV6pjSIOT26D5INg4suv5IM4fZpFFJWxI6eRQiQiPb2DTxZbEpTGQi/z9v6a/icu6QPKA+8H98bAM9AkrHHsERUxvl2VIdWC+XHPNJfEPzisJMPAkaKTFLk2ZgLSZE4FgWLlT46OlKz2Yykafk3LddgxnFdvsOaYQWvrq50eXlpsTdZFK7Dc+CxwV9IpVJGIgPoo0wYHgFFQHAn6vW6zSkhn88OkDaW9mQprDJYAHUOfJ4sE94r7wuG4GsTAKyZZwBaPIfpdBoBo31mgj+vGp9UOPAjkv70i3//95L+L32IEvAdeD3oIu1LYamUYzMyyaC8TDiuEXEYcRvHOfuuuZIMXNlsNup0Orq7uzOlwbFZNGqQ9qcYe2Qaz4T/0+YKLc5psb4QCd6C75HgyUIoIgAnPuPbh3tLCqDGEWugzygglI20B2J5drwgrLfPZDCnZDjW67VZXLAANpMnQbExmW/4GfV6XaVS6QMhFs+aTqctVicV5zs1S3vewnw+t4wH9/bZEzYoMgHrLh6Pm/fA5oWE4wlVGA2MBCQrnsP3tkQuWE+ay8KLIL5H8cFsZI09kzAejxt+4sMmL08YHN7db34GfTa45qvGx1FAFEr6P4Ig+N1gd7SYJDXDFweQvPi7cfilIAi+EATBl4Mg+DIvdz/ux/34ox8fhyfwQ2EYXgVB0JD0W0EQfO1b+VLojiHL5/MhPe9A2kFTaZEEAYXcOu294FPjoqIJccn5A4kHFxwNS+yL5QPwwmrW63UVCgVzRa+vr83aY+2Wy6Wurq6MwINlw7JTiATv32c5vCUipCGG5T2wQIB7FCj5cMB7JnDF/ft7S4CnAShFjJxOpyNZCt+dmHMCEomEqtWqFcqAT9DIlfcCXJVkpBu8OnAf3weCULDf7+vp06fqdDoW90Ko8SlXsBmal0gyHAR8hs8zz5CaCAXwLCHykKVgzTzGwB/f68/XJHiqO1kf6ixI9fnyZvAYwhAAV+YV4JABXZywDS8DliRzyTPgCREWH2JOfnxkJRCG4dWLv2+DIPiSpB+UdBO8OI4sCIJTSbcfdo3tdqtyuazT01NL1fmGHD7P7tHmwWCgfr8fKfwAoMGFIxQ4Ozuz1tmH6SkGyC+uuLQ/3Ydwgw4z8NlRLigoUoA+xic/Pp1OrTqP6kU2tk970qmoUChYPT2LSszomY8Qlbwr7AWbze3jV08F5hk4f0/aYyX8O5FIWLwOYMlGBHzkfb3AEV6VSiVD9XFTUbT9ft9y5sT56/XaAMSzszOTB2mPmdA3AB4BmziZTFrDFmSCEIpwaTqd2u8BiiFPIQvQq1HUuNXMIwzTw/lKp3enamMkAGy9vHklRUjD91AiyLi0I2xBkPIyCm7gz45gf3yrHvZHPZA0LykWhuH4xb//I0k/K+lfSvovJf3dF3//iw+7DloTLU4O9sU9LFWE9iWXDHpcKBRsMkjHpNNpFYtF1et1PXr0yOJ6ACQW2x9m6dNoTCDaGg3uQS+AKIhL1B947j7PBA8cABQlBXou7clGWE668IDKQwbxZcg8h+9eSzoMr4p3QWDBFQ6bongevH9X5oUNTMVeLBazHD2sT2kPjOFpFItFnZyc2Ak/hz0Y6fEo7YhfeAnQYjlpyCP4Hnil2xRxP4VcDOjbsEtJQYIDcEAHjWgZeJ0oF3/i0yHLk2coFovGwJxOp+aRoYR5bpicKG8AV1iMGA7Wjq5PtVrNMkG0UKf2o1arRU5GQm4Pa0EOx0f1BJqSvvTCdU1I+p/CMPzfgiD4HUm/HgTBfyXpmaT/9MMugquGW+npjwiN//9kMrEUkk/7MHCx8vm8Tk9PVavVDO1lUnzYIO2bmGLdcKPRuF7oBoOBeSSEEbASURpYAd6Pwf3Z2Dy7R3A9DxzQB4virQqKjZp13GTAwGw2a2AitfEMlAqeDN/3oROWkq485OMlmedAyzNfquxTfv6cPxByCrt8H0BP6UaBPXjwwLrleOAR3j1ZItxtmIqk3TxLlN6O9ALAG2PdPe+Cd8ZgoGR9hyu6P6HoWU/W22d/VquVkZtYYwqYUB6x2L4SMplMGuLPICOB4SCkobAolUoZh8TPI926P6yz0EdSAmEYPpH0/S/5eVfSn/1Wr4PA87DEmZKMiebr02mxjab2OWoEkD+guygGSca64t9kJg6LQlhMtLq0P6gSywXRhQ3Kc/jsAK4fWRAq9kj7EbvhRuPKv5jLSOkzSoTnlvZEEvgQbIRUKmXEFW8JEIjDQzJI5fkDSCVFwiEoxOAo8XjcCrz8SCaTajabajQa5nXQEwAFzr3ZXOl02rI19XpdJycnu+daLFS9ulKv0dDmhXKiAQy8CKwn6+7DKxStP+YMjGE2m5llhV8h7TYRHimZAY9JSDK+PmM+n6vX69nGZL48KcunCDFKvibBz6MP+ZgrFEWv17MSeSphOciW65+fn0ewtFeN14IxGI/HrRDCbwwGqUCsyGAwMO8Atw4gERJNrVbT8fGxNWiczWZmef1m9fXuPqUE24t7sqiDwUDdblej0ch6A3pPxlM92bhQkGezmVU3HpagEtdL+5wwmxC3EiE6zFHPZjOz4FiWZDKpwWCg29tb4zvgQXi3lM1Dis5z8H19AilQWJXzNIYgmwAAIABJREFU+e7gVWr+DzEGrwCTyaQ6nY5arZaRc+LxuHkyAJfQYUnVxWIxhZOJfuRnf1bZ0UjTYlG//jM/o8ULPgOAMDgJBCsMCvOJB9JqtayoSZKdHA0YPB6PIylCDIhPXeNRHYK/0LM5/MXzSmq12gdkAk8B+eOEZPCaeDyu4+PjiAzApmRdwWUkmVH0hK2bmxsLDz9RYPDjGIlEQp/61KeMG8/kSPsOweSFcf8O4zGfY6dAhqO0cLVZALriSDK0VdovDIILhx13XdrHWljLZHLX1RYOPucLAlRJsufwio2FZkN5ItB8PrfYUtqj24BvEJs8cQjrzzOhNBESj677CkW8B4Sb6stqtWqCg+XHPebncCiIaQG4AN+Ye0hdHMeF9/Do0SNbP1xyOAVkMKqtlrKjkZLLpbLjsTJPn+ru4UOLsVmLWq1mhsCX5Eo74PHy8lKXl5dGApP2h55wBgQYDHMaixV0fd3Upz61kDSLeE2QczzLtN/v69133zXwF3o29f54s8wd34vFdrUrq9XKyt7BaXyDEbwA34WYtd5sNpEwjJJm5PlPRFMRX9JKWzBpf0LP3d2dbm9vDZQCnPGNLSQZw8sfU8XkeJfabwjqt9ngWHbiNq+U4L/j1mO14MQTA3uGHm5ztVo1KwitlE3haw28J0C86+seJFm8L+0r2LyL2+l0rA9CJpOJlKqijNho4B58Bqbl4ee5PkLlq/Q8AxC3mve/vb1Vv983Zlyz2dT3fu/3qtlsStr3W+CeWNhUKqXpw4ealUrSaKRZsajR2ZmdXoQ3BqmHOUM+eO7BYGAt0/H4MpmMlS5DvAGP2r1DTD/xEz+o4TCtWm2tf/JPvqxkco+3gAnwzhRdoeikHegMsAkegFL2vS/z+byOjo6sDgAZ8x6b7zWRTCYtFU1fCMqrPW0Yz9dXL750/33o7vwjGslk0g7oJCXi8+SpVMpiUUpEPbBVr9d1dnYmaXcGG+2WpP0pNTDcPL1TirbrBvFlU6xWu7bRnipL+gn3m8INYjysiefG+zPmfCiz3W6tixGKh+EtOFbesws9T4DngBrLs3pcxQNrfB/vCoXnW3V5Nlw6vWt/5RuGsqF9AxY+j1Ij531zc2NnBZLy8z0JfQEN1t3aozUa+j9/+Ze1/YM/0DdiMa0XC7333nvWaLRSqVhTDeQCwBDPBA+Ke9CzotlsWjjHHGPtnz8vajBIaT6Pq9uV3nknqT/1p/YnP6P4mdPFYmGpXZ6jWCxGsl2kISWZZwoF2nMWDj085AC5gDdRLBaNAs3cMtg3eGGHBV5+vBZKAGvF8LEoQgl/H9SarABC9fjxY0mySjM0IXlV31sA10zax8dMvq8IxDp5kAkPwG9YKVrLDTjHArL46/Xa+gwA1vnY3B8jxt+ECzyfDwWwtP5ADNxkPsfiF4tFQ79JydHzzndyxgpJ+xQhJJxEImEhBgoTT8rzEHw+HS8AjwciGLGwJGsPN5lMLAWMcqpWq4oVi3rv+FjvfOUrkqR33nlHy+XSUo8PHjywwirPI/GNQVjLRGLXd7FarVr3Ir9WPNMbbyxVLi8UhlK5vNDjx3NJMQMfSQNzD1qRkSkixUmWxjeikfZ9Euv1uqXAfb0KskhIeXp6GkH4UWj03vCZLGQQcDoWi0UUxOF4LZQAGxRB8ekpBAMho1efd8Ug1Eh7xNvHfqRLSFWhgfldGIbWE5B4i+tTF46H4mMstDdZCG9pPQbh6+4pUMH99qknrwQ8I83H7+l02uomDivPmB8skhcoLOHhoHsPz8DmRXgYPiWHgoXwg/JjDVAWvV7PWmSDJ5C663Q6lmEh5MMzQSlns1nd3t5qvV4biUiS9Ucol8t69OiRLi4uzAuCJOPz+CgYjAGeEJvQh0v7Rih3+vmf/xdqt+t6662NgiCuxSJh64nHgRIYjUYRpU7tAfcBuPTovd/s1F9g6HwZNOviW4qTbfFhl8eJ8EwIw/zhpofj/vCR+3E/XjHS6Y0+9am+0ul/t2tbXgtPAHTUx1QMyoexToBOxPbkYNGGNNzwtEni/MUirq9+NavPflZKJPbkI/KusPmoPScex7pKUTqmJ+1Qa069OelDSeY+guKSDyd/jtfhcQwwiUqlYi4fYBLos+9vhweDd+A9IWmXQvJWhPgb7wsMw9NWeR4Yj1hWPBTPJ/BsO0IorBEAZTqdNuak9zKoA+H6kFw4epuzCJjvfD6vRqOht99+W2+//baKxWKEtUirczABjvOCNo78gJVQMZpIJAwABidCHjywl0qlrIsQPQmhtPvUKLRtPAJfSowL79O/HJy7Xq8tpsezYI/MZjO1220LR5ABvILD1DPeIe3aXzZeCyUQukMSEFDin3a7HTl8AzeP/nucUONz1NI+dSLtlECrNdLf/Js/qH4/raOjjX7jN76hbHbXowDhIpb1WABZCcIBQgWUUiazO8H35OQkwjLEDWSQ+qJjMM+K2y7tCSFBEFjc6rsAQ5pCoBmQhSRZg05fz+5LcKVoE81DvgSC7GN8QEDWCLcThUYenfstl0srP65WqybcpCDhVHB9P6f+vqRo+/2+xdCSdH5+rrfffluf+cxnrCGHn9PwxRkBUMl9Vx7CNzoMcV02uA+xksmkvTuKMRaLWU5+MBjY8fC3t7emdMjUFAoFMwy8n8/XbzYb65YsyTYsVGVCY+THn0PBfVBS2+1WNzc3RgqCwg5RzR+eejheCyWw2WysNRJ/ODiC02iIi9HiFBzVajWrspNkXW4kRdDbr3wlpV5v13ix05H+8A/j+tzn9i2kqPcnBwxTsd1uRyr/2LgoK1/LDdsOq+crxvge2QY0OXG7r/n2XH1SRsTfkEZ8400+58lDCAPpN5/S8/gBQsL7EBfDw2fwnuSzsYg+vemzCXg25+fnhjscgrDMDwVRnBdBpoE+/zwHx6h93/d9nz7/+c8rkUio3+9bbh1uAJ2pUEpYfBD0Wq1mLdWY0+12a4QyaV/VyM/BNFAc3W7XQE9pfxYDCs73IiAb5I+OA5SFjejBZ/8cyARKANmB2k0lJz0V2eye1bjZbD7A6PTjtVAC0ECZ8JubG3OzeClcelIj9KanmYYHR6Q9aQir9vDhWpXKQsOhVK2udHEx0Xq9tQNMfDsugJnBYKD3338/UivA5mRTe22M9WOBWEAsCTl4vi8p0o4aIUAAPNGJufH5XpQPXgEMShSbDwHgUzBIjVIVCFONklUUFoM5hsQCr8I3NOGdfFhyfn4uabepPEDoqdEcnEKhD1YXZQegy2Ekp6enxtXw7E9SbHgtbDjc/GQyaVa50+lEGp7gXWF5fQaE2hHei6PBaULDWlB3ggdAjl6Sgd18HsXp58wrGrw23wgGpeiZm8Ph0EImT++W9iFHOp02QPpl47VQAiDNlHhy/JO0P1yETZrL7Q7WfPvtt40T4JUAGhWLg6AWCin9o3/0/6jdruvx47kymf2r45J7RmK329V7772nr371qxGaL4UlkIJ4BrQx+Wbid0kR602JMGkwrxwYcBEIORAWrBNos89RI2DD4dBiYLCNQwXCvHS7XXsXfyQZCL2vtYAkxGk6bNRSqWRlwAzceryFo6Mj6+YDH4Jsh7RnbeKiUx4O34JqQm/NiIG5Bs/D87KZmP9cLmeMThQgKdjFYmGxuyeR+UNnYJPe3t7q6dOnury8tPMWuCdVq5Q++84/pPTY1LFYzE5m8sVrhC54LoRu1NWAH8GZIXNFuIqi54AX6M8Ud71svBZKQNrnNf1BotK+/BOgBWZepVIxui5CLu1TL9L+vLc90WauR4+6Wq83Wi53AoVVQjDYUJTM+oMrJZk19O4+sStCtVwuI/3gfXkyHgPPScpvMBjYPeAUwIDj3XgvXHA2NS7i3d2drq+v7URcrBxutg8RUAqcxejddCwjn/dn+EkyPMaDg74ZyWazUbfbtWIvmsAQMoAt+B4QhyEc4VK5XNbFxYUajUZEURKKYEEBbPEGoALzPPAw2Di44f5vXy0KPuJ7Q3S7XV1eXqrVahn5ySuBRqOhN998U41Gw8Id+Bp4Lbwzz0nIwbr4wjPWTtorvUQiYZWb9CxADlKplKUCCZEBlj0+dTheGyUgyY7n9j3vmThAmcM+b4cNObAqfD6TyewIJ7GYHU9O3b0kK/hhQRaLhVkxgBuPwvuGFAB2PibebDbWpty7cgg/bhyuIiDTarWyPDvdcuLxuLUm93x3SeZaS/v+dr7jjo+LOZaN5yEjAM0ZQeTnsMxYA+JbDislR87asKGJQwFTnzx5oqurK4VhaEeGYamIxaV9GTfUYwhL/pAR32MQxhy5eUm21r6q1IOlvDeKq1qtWrESRgAAk8/Sd8A3raX7NEoKT+H4+FhvvvmmHj9+rHK5bM1AyTpg4VljNjpKxod94AXr9dowB2SLFvt+3SF8cfYFc8rJRIRwrxqvhRJg0Sh68BoZPj+CCupKnMeEMUivYNl89RbgoZ8Q7kc8TCFMt9u1MIANIu0PksRKNZvNSPMQ3wiCTYGwoJxg0GGVCDEQwMViYRrdM9mg8mL9KJjJ5aLn6xEWcIQ2nXwYuVzODuik5oKqPG+1fM+Ebrdrnsx4PDawFEuaTCZNYFutlp4/f653331Xl5eXSqVSevz4sW1e1o52atvt1og0YDl4OnQ72m635tJygjWYBpkNSGCERngy3tqi1AFEKY6C3ch3oPLS+ZrUs28OUigUDPN4++23dXFxYR4gBgWFBqjqvUfmmk0MGQg5OQwTab3mFSY1E7VazcrTmSM6DXmc4GXjtVECvsEFG1jauTigq8TPCDQoqnd1+D3UXl/4g6vui3UkGarqN5mP3XzxDXG9dyMBp3huz/+W9ik26MrUgfvQB8xDkrmyYCW8K2czvAwHAdRkc1CyjJLM5XJGGyY29ucC0gGIajjYe7wzKUqsrSSbA0AxX/OOQikUCqrX62o2m5ZGBXfxRTGSIqEbMTAW0BfBTCYTO+zUU5ZhhUp7tJ75kWQAIyEMShL58K3uae0F4o/ioQdALpfT48eP9T3f8z2SpLfeeitSRAUeggzjoSJXvI9vA4/b7uUDT2M6nZqS4ntHR0c6OzuzakbKhiWpGI/r5Ppam7feUu5F4dqrxmuhBCRZTObTaZIMRMLlp7EIYJYU7dwj7XsFgsiCfKMA8vm8WVFcrOl0ap7F1dWVrq6ujLpLXCvtSSC4WhQnAeZIe/fWk57IXT9//jzSWMNvNM/tn81m1kCU6+MW41p7sJI0a6/XU6vVMpcRQaFklrlmnpjbdDqt4+Nja1x5WC8Ri8XUarWMsw+egQL2+ABzLO3Ses1mM9I8VpKBgLyvzxaMx2NrDX5+fm4gH1Ya3IZ/k8LDolIvgqcBnZjUGqAfoNpisTBl5hUZtGY8Bio3i8WiLi4u9P3f//164403JMlARXpG4OaTmgXQw5h4JUGoANbigUueodVqWTgL2HpxcaHz83Nls1mrJsxkMkosl/rPf/7nlR2NtKhU9H//w3+odeLVW/21UAI+hcaLeLCEgye9y4x7xgZBGEnZ4VLxc89y8wLlMQLc2CdPnthhm6TLENBYLGZNM0kH0kefGBmB8BmOTqejJ0+eqNVqGZ+bPwgKDS9A7tPptLmbvhsulherguDR0AKP4eTkRI8fP9bJyUkE2AOI9IVHpLYgJ/mWbrjWnU7HshqVSsX+/TLvx7eKg5+Pe99utyOWiboKrD48/2KxqFKpFKmmY3CSlLQneWHlq9WqarVa5PAOAF3fYJTTnXzK1h+gcnx8HOFuEF6en5/rM5/5jB49emTPIMlwBRh9KEPAPmSEZ+Y7KFN+j8InDJNkJ23RS5Bj5+AhSLKqwlq7bT0YNBho9fu/rxvXOu1wfMdKIAiCt7U7aozxhqT/RlJF0l+VBE/xi2EY/uZ3ep/7cT/ux7c3hqenmpXL0nCoWbmswcmJdHAStx/fsRIIw/Drkn5AkoIgiEu6lPQlST8u6R+EYfj3vo1rRcAb4n9pzxPAdfIuqE8LAc7ReIO0FPE4VhpPwueQ+Xmn09Hz58+t5z2eAEAM9z89Pf3A0d94DFzLE0V6vZ6ePn2qVqulwWBg1Wekd9D8x8fHkmRt1+ErrFYra7gJukx6SNqdxEyN/WKxULlc1oMHD/Tw4UPr/OPjUbAR5tzjKqQffdPNdrsd6fhM12CeM5lMRsq/pT1aD4uPbABtxoiBpX3XZsKSZrNpoR6xs6dXQ1PGOnsADh4GIRtrjdz4dSdcAIcgbSfJOhyz/qR26/W6Tk9PLePkm4ECDJMy9qg85COuT5ZIkmUSwMb4HbwK1oVWZQ8fPrTuVf1+3zwEvNxtMql//sUvKv3uu3qWy2n4zjsfCg5+XOHAn5X0ThiG7x0Kw7cy2GQc4+SRadJPKAJ49bVazQArX98PULfdbo0xSKqM+gNfpAQ9FZbi7e2tFTJ5WjDhwNnZmd58880IcQXBkvan73JdaQdAwX8fDoeGMQDwQOagMQqKDGXGO9LKm1Jd3N12u63r62trsnFxcaHPfe5zKpVKpgSlPc+Afx9Sfn1BEX0R/Rzx/IQw5KA9ZViS9Rz07DhJ1hyUEmrmEOYeG51NC1BH6OYJST69CD5CWEAcTTahXC7b54nvM5mMGo1GpFSbkEKSYSgYGa5zfHwcAZl9fQV4ArK1XC6Vz+eN+ONxD186z0ZnHnlvfu/fpVarGWMS+jLvJe1Tj3fzuS63W90+eRIBeV82Pi4l8Bck/TP3/58IguAvS/qypL8VvuRE4hdHln1BkrUDm0wmZlk8qk/MRjzsJ460IZ9HaMgQgDcQ93IthKLdbuv999/Xs2fP1G63LV0n7WsBfCrozTff1MnJifHnEd75fB5pGXZ3d2f174A6VClSHOI3Jw0teSdiRXLUw+HQSCgoNd6h1+tZnA6xBgAR7oBvO71arSLdltl4PAt0aF/7AEV1u91aswzwl3K5HNkE9CuE70HOHy49mxklwPMGQaDJZBLhH+BdYSAYh81e+D5eAelInodNzuc9QxJZ8Vkjj9rj8ZD/9wrTg3se4MTT8vfz/RlXq5URsuLxuOr1euSMDZrbepYnDXRoI97pdCyN6dmEXB+Z870NXzY+jqPJU5L+E0k//eJHvyLp57Q7o/DnJP19SX/l8HuhO4bs05/+dMgkkRrznXu8u+lBHCw0qKykSL9/31DjxT2NCYiVpvFFr9eLWAuUDx1oQIFPT08jmxWNjaWkWg62nLQ/uLJQKOjs7Mxc+06no16vZ9RQ3gFLCx233W5bKhHXDy45nwdZPjo60vHxsb0zwJEn1vh5ZW4pfEGpeuYagCz3oT9ftVo1VxpFxj0B0RB8mrlA4aVFl7Tvxkyhk+clVCoVA9e8NSMrgIWF74ESKBaLkcNK8ehYW3L+1E54dJ8BDRzSkk8Pcz9f4OOb2VQqFbPkKBefyvaeE4qeLBbpU0rGkWUak8zncwOAIYJxX9adnp3sm3q9rt/+7d/Wy8bH4Qn8sKTfC8Pw5sUL3fCLIAj+saR/9a1chFSYP4SE4Tc1lou4UNIHmF6QRkjT4Y4NBgPrw4/LSCoIocMNx2IfHx/r4uLCLCcVhqQTof/yBwsNCYWRzWZ1enqqt956Sw8fPpS08xC++c1v2rV8m+pSqRQh7eD+jcdjpVIpTSYTyybABTg5OVGj0bB0lySjPPsmpQgMCsCXMjO3MB+5Bh4P1Yv0TaBo6cXa21oeHx9bKfF2uzWaK8U1fl39WYVgA3gMcCL8BvJ1+8nkrtyXbkNYQx9/o9yQK8JIskWwBpE9SSYfnriE7GFcfKEUSg/GIjgP12VefVqXTsn0GsCgwE3x2Bgch+Vyqevra2t73263rfmuf36vqP1pTC8bH4cS+DG5UIAzCF/8989L+sq3chEAmGazGal3l/axLJaMCcQt84w+T2SRdpMxGo2M803zEBZvPB5HYjsE0+flETRJkdSc7z+AtcIF9laLJiJvv/22Hjx4oLOzM7NOKCZYaYzNZmNpIawVLjJFQmxSNhdn90Ek8j0GOX8hNp8r/s47mj16pNiLIhcsqj+XYTab2UZAED14uFrtW2KhPHxs+/jxY8MjPNUagpG072vAZvKbFiNA63Uaj/B5Nh0xO+lKT79l+FOCqMugvJb1JATyzVRJTXrW3mFVIcqITU5cf8huRX49kFgul20ucf9RFIRavmksIRZeJjgTJcmkq6V9X8vD2pqXjY96FmFO0p+T9Nfcj38hCIIf0C4ceHrwu1cO3Dvc4MMOOZvNxlhwnF6DdvaU2EQiYd2IqJKj8IMYymtYSELw9CUZBgDJhvJTad/eG9op9E+ak1C+y4aSdpjH48ePdX5+rlqtZsKOUNZqtYjgIniAPpIiSgU30LMaYVz6nDqKEuVSiMX0+R//cSW6XS2rVf3uP/2nWr6wQlhfrN5oNLJNCjsPa51MJs37Ijzzp+VIu1ANejFzfehxMA/QY8fjsRGwUGawLD3gzEZBRnznJlB+33jF07aDIDDPCT6E3+Seiu3rI6Q9xdz3/eedvHI4JK95Gbe1eHHSdTwej6wz5zUASuLRLZdLO7ptNpuZnOFpEDbx/HjVeFmfWBVhGIZTSfWDn/2lb/c6fsMQW/oSUf8Hjnu321W1WjXiDItCaq7dblsPeIA1qgI9oITW5b6QMU5OTqxhiefle5wBFhogDUrKV8BJ0htvvKHz83OL01KplGUI8vm8Tk5OlE6nbdNBFoLIAsWXPgeAYj5ldkgjlhSJUSUp8/SpEr2e4vO5Uv2+9LWvafDiqCosNliIt1rUzQdBYCcBex48oRMW15/axLNifQE9wTV4Xp5hu91a2S+bGw/Ie3tkjTKZ/5+9d4+tdF/v+r6v7eVley2vq+8eey5n9j7nNIkaEan8BaIFoaqChlYtBQkVKGoSCKoEUVpOCkoUCYnS0igCmiYVkEZqQ5GOmqKKqoVWLSASVaFIKD00ydl7z56xx7fldfN12ct++8fy53m/7zuevTd7nxxZZH7SaGbstd7L7/Jcvs/3eZ65wDSctutpwVJmxcB+ROh6eLRUKkW1ammCFx0dHYVG51ndNXEFxJqzR7BSWAcPdTuuRGo5guTm5iZwCu5FWBW/n98RHaGCEQoA/OX09DTK+b9tPAjGIDXa0fgeQ+10OpEhB2+eijJSttgIAUel+/2+zs7OgoPv6ClalFJTAC/tdju0P2CV8wSkjOHI5ib+fXh4GNrIy6A/ffo0eAUeTuN9KpWKms1m1IGjoMr8/Lzm5+e1vLwciT6YmWgqSSGUuK7npp+enkby1HBjQ9d027kjkYCboOX4w3eZU0mRgwCTD8CL1Go/dGh66iywDpLiZ87SAxwj4kIZMn5OrUKG1/5z0A2siDWSlBNA1FCkziFz2W63cym3+Ot0jwI/cf4IVhP3pSRc0U1l77kFAZaClUIWIDgTac/gPqSGgx8AdHoFZUBySVFjwC3Bt40HIwQwA5kADjl+MclClUpFo9Eo+qyxGVlwNBAbB9SfjYIkZUNWKhW12+3gHrTb7QivobU8dMTigdZT+LHT6ejk5ETz8/NBKyas6A0oSqVSdK9hw2FmMyiSiXBAKLm74DgFG573w7TGVYn5mZ7WL/+Nv6Hbb3xD3ZUVzVarqpZKYb144Qs63koZt79er2ttbU3tdluLi4tvmL1eRYewqZutxcpI7rfT1wAhxByQF1DU6mhD99nRvpJypbYIr2HdcDDPzs6i+w+tyZ1MBn+DKBDXQiF5pArknmdwQhYclSK4WXRxmDeIYoPBIPYFz8tcsmfq9XpkU0pZhAlXgueh6Mh940EIAXKfHZVHCOzu7kaii5SFU9BeTryRskKTbP65ubnACJD6mNeSoglmq9UKv4pN5gwy71MAEQaUls1aqVS0vLysR48e6enTpwHSoDlICqEWQbVazVUy5l4LC5PW3Nwfkw8f1hmKDCewEC93lljEzUsl3f6W36LKXZ4Gwo3DQ0rtxx9/HL7q5eVlJKzwXmhzQn5oTCnLOnR/2qMOuAJsWLcmsI5ub28jxwLBynCykWftgRd1Oh11Op24N4fbE3lwIRAk5K046Yw14RnI73eLy3v/sQbOYWCOEQzhmlltRz5H8hPFVV1QzM3N6erqKpcDQqowvj8WF+tNGBRX7m3jXd+Bd+Pd+E0+HoQlIGX0T0xmePSNRkPD4TB8Gw/LEF+HDShlvqJXDiIsRM7++vp6UHQBIQmveTwcXwsNK2VRDPrDw8oiW251dVVbW1u57C40B5gAiPft7W3gEV5AAl+PkmDMCdqSmgmu6dEoaCF8VnzzYoYfVheRjpubm2A2fvzxx0FDlhR89Y2NDSVJEusB2OXumKSoPIRJCiaDdoUYU+QLeIgLK4A5g7vP57kHcwnlGzYlFoekIAURbixWhfaW3l69iHnFoqTaEpEUqNysMRqdP/QNYA95NShCjGAUvN/FxUXkA/i8AirCcsRy4Iw4Y1FS7A94JUWimI8HIQS8HBR+GwcH4ISJBeQ5OTmJcsvj8TjCU7y8t4Vqt9uREAKBhQQZWG+elEK4jTAYNGApAx77/X4Ag8SZ8ZkxEZ36DLjkm4MFZvM4Dx2fHh4Cv0PYUZWInzEPHjZigLUglJhf3BSnOn/00Ufa29vTyclJJOA8ffo0BICX92bAXfCQHCZtkiRqNBohFNik3J/1l7KKvSSUud/vuMDt7W2U+IJd+PLly1xkxkNinsQDjgSm4cKMSA8DIZmmaURIHJxk7fwduA/cEU9aajab8XlwAqJSRL2YFyjfXhcSrgefgT3qe4F196ayFIp523gQQgCwDl/XtUq9Xlej0YjFQhI6QOdaDoSZA0oBBsovQaxgk2xuboZ2df6A+8j4mtIEqIRzgF/earW0srKizc1NLS0tvVFpx8NB+IXOHuO5+fxoNIr4Lovd6/VyhVb4HN9FQ0lZnUU2CxmEfB6/1oVur9eLgieJRtA2AAAgAElEQVRoOuaIXAGe1wlThOjAAfz5eV9qI7hl4prJAUlCmlgJjmwDbnU6nWg3DgruFZTAWVAMHHYoxhxYyoC5QPT8CvAb1h8LwwV6kS/g74VlB8vS15v9icVBBExSMD6pdsUgn4QGM6y7l1fj3TgHgOis133jQQgBTG+65jjgsra2ppmZmWhC4nF+AMNi/HU8HkfMlMPpNFQQWCkrQsmEYUq7hgB0khQ13ilGWiqVAjSjqAU5DROBNq2dnaqSZKg0PYnkHTa+vytoNmmuMAU50LDuMHUBiWjAcXh4qEajEQATISMSTLzSDhx7IgGvX7+OBCG6Kq2urkrKePEIVylr8uqgrQtQhA9WB8JCylLH2eBe1Zh7sTa3t7cRYeDz+/v7kfCFNqTIprthaMezs7MAhT2L1EOLMPecD4IJz56g9Zu7NR7y84gPUQ5AZq7nZcjH43E0ecWU97CiA4lUzuasEG4kv4CqSDw/wpAqTQ9eCLAp0O7u90sKreS52mhK52tLWS6+x/1h0oGmutbCrwTFXVhYCG46AsBjzrgIuDC0IGs0Gm+k1EoL+uEf/lfV75dVr1/qJ3/y/wh3xcODLDSCxsuZISTcvAf59b4GZ2dnOjw81PLychBgMDcRrlx/NBqF30ll4P39/ThMKysr2tjYyJnu3tQEfAWXBnKLZ7DxGbj3js6DZHt1J7L6wF+8ngAps7T8enFX9//m5ibyJSg3RwTFqdvQZvGP2S8caJ6X+ZYmhxjrCreMcm9gTjBXGWQyOo5ExmiRNcnPyBr01mxYt0VaMlYDtHlSjrmmC2nyKRD+D14IEG7CjHTT1v00NppnSnnRCSlrj83vAW7cX/a4v7d7cjOaRQQE9DbaAIzT09PRFIPQHJqmVCrp9eua+v2yRqMZDQZz2t9v6P33M3MT2jFFRtBcaGmwg1KpFFlpThDyLDySST788EMNh0M1Go0QkmgPNqKH0nZ3d8OXJvHn0aNHajabOXeDezoABmllbm4uF84iHOl1+z0hzJN/+DwHB1cJQcz99vf39Y1vfEOSdHBwoLm5OW1sbGh7e1vtdjsOJxqYUmm8797eXmAUCC24IMy1lIG4Hu4jBRwlwXBWJTgS9yfpCq3Oe/F9xwoAolFuWAyu2eF/uMuFNYxA4vxIkxR5b5P24BmDtCFziczLukCA/MD/eTHizFImYTkAmLxeZZjqrJICZKT6EMk0DHIWOp2OJAUxo1qtam1tTY8fPw5rBIFF5d/3379Vq3WtXk+q10daWenq5mY6d5hgNmK6MahwC44Bhdafiw1FgZVer6dvfvOb4aYMBoMwSa+vr+P6e3t76na7kR+QJEmUIHdgkznyenhO78V6g+qLUAKolBQceCnLRsQacH8aawHh6/wFav1z4GZnZ7WyshKApT8fAsDJOQ6aShm2QP0CLBQELsMjK54yzIH0YjMccvoA8H9c1+vrrH8gcwsjkaxQksj4vL8DFqmvIwINzMhT5KFu397eRmPbX/mV+3P5HoQQQINcX2etupCArs3YeAByTv5hspC8nhEHAQV+vQOJsNNwQ7g2jEM66SBRWeRmsxnlu7gvmxppXq1e66d/+h9pb6+uVutQ4/GlSJB04AY2mGcF4rdC0aXYKkkoDkrNz8+HICM1mnr0WBr0IZAU5dNmZ2f16NGjsABIOsH8x7rCVCc0x8ajkw8AmiPnHB4Ya4BaCGm0HmtMyA/aNeYu4b9erxcHqNlsamtrSxsbG2rPz6u+t6fB+rp0d332gudiSFlEAoKN56wUhQD7DAGCQiGciEB2ixIKNgIOfj8Zkk6HJ6zcarWiMpaXiidnBCsYAeyZg4CWlLH3vgm4g9SYcLJVcTwIISBlh4LNjZZ3swktgSYi5u7hI/K9YQ2CgpfL5cADPJ4KKo8W8sQPsg8pD87nETwwsnhOj8c78PWlL0mjkTQcZvgHB5n7eRjn6Ogoyo5xcHxT5nGHvEvDZtrZ2Yn6hISQ3Ayfn5/PWRqe9IJZyXVvb28jrDY7OxtWG+7MaDTKlQuj9sH19XWUR3eAy/shSHmeALgKPny/3w++BM8PxbteKun3fO1rmhsONarX9fUf+zHpjlOPQJEUWhbN3Wq1Ah+iDiX/5h4w+jzvgEgH5nuRheeRD9aoSIlnH/FdDithVWepeiEYDr+UderykCWduxjX19fRHKfdbj98ngBmDofbzS/v5oKUdWAHMIhJJy/eDwYuADX3pMwvhV6LReDgFcVH3CXhHsXiEh4yuq9wKu8FMUTKtM/FxUXOfwMYIgzEoeB92CSebg0hivfpdDo5xNjJNsS/vbYfmx1LB1+eOUKrYpGhySnNXq/X4zPMw3g81urqauA0nlvgQKKTam5uspoMYCXUJeS9aYu2fHysueFQpdFIGgy0uLur7pMnEeqD9kxfCUmRIUquAqE5kH8GGAf7gtoMALWeRcqcstaQerAOcOVwzyQFD8CxL4Tp9XXWDcnL4CVJEpR674iMAi0muaFI6RfxtvEghICUmYSY+PjlHEgmh0Pg/r2U5dt7HJgD4P0JxuNxZBfyvcFgEGEkioOQhIS56y4EGpC4Mxq9WJ0WIUDCEOYicfvLy0v1+329fPkyWqBL+WKlRAIA20qlrIklz+TaDGsK9iWhKR8U9nAyiyPRWCkewsP8v7291fHxcdQ1pLYiyDvX5yAArnrDFGcCsmYIPa7newJhiKVBss5Vq6URpbVrNR22WhrfWRqYx5Kik5FniHJAELBF68rn0xmjgInE6BmuFFwA0Ema2goMBBoWi4cT6TYEbsNclEqlsI6wwAAd4SJwbrg+URSU6n3jwQiBd+Pd+OcdN+Wy/t5P/ITmXrzQQbOpsYXr3o3PPh6EEHA3QMqzrtAK98VzkdJwu/165KhjXSDx8b0xpZxlRXiH60Io8ZJYAIekyZKD7k0uMZc9ZitlABUsREJ6ZCN6jQNKkFPXwGvpAzyhWTwG7yQoTH1JobUlRS46fi7IM+Z4t9sNTMXXxys5A0YBcK2uruYqC7Euw+Ew1x2XeWBufT6cWMR9iHEDkkpZW/JyuayL21t1trd1dteuG1PZ91CpNCkWsry8HNmOvo8gKBW5/bgvhPawRLwgbXHvuDXoFiXf4fNklBLeo2IVKdyQfHhOGKZYrW5tMC4uLnKhTkrnSfnQeXE8CCGQJJOWUsSV2XRSFnrxasOgu0y0uwCYtvxbUnT+xSxzBpUnp3CAQajn5uZi8oqsPg4xvjUcc0wvp8ZyeOACEBrc39/X7u6uhsNhmMiStLq6qmfPnunJkycRz2ZzOSrNgW+1Wmo2m5FK6j4uJay8TwEYC+8J2k2xDSIsTl4CL/AICE1H2+12jvbMhqdPQq/XC8KTm/iYugheTFn8cHI0pqentby8rMePH0tSdGwmMQiiFKzHIu2ZxCtcO1B2L8XG+/N+AHaLi4tRtYf+hrhcU1NT8cyOCzlfwd0sJ6kRQfKD3O/3o9HL6elpCDsG8++FSBDI/M5Li/v+9dBncXwmIZAkyV+X9HskHaZp+p13P2tp0obsiSa1BH9/mqa9ZHIaf1LSvyHpXNIfSdP0//m0e5BI4ZuBh3eNv7KykguNVSqVHKGIEI7XBGBTnZ6eqt/v53wkAEfn97OAU1NTcYj4vJOZ2KQIETgJpVIpfGhpUugEiiulpEG/WbRqtRqlrd577z09fvw46hE6S43EmtnZ2Qj7+Jy59VEqlSJRBlCLd8R3hRINww7Aj+fkmgBjWB1+DQQG6+K06IuLizisEIAcS2DweSyo8/NznZycaHp6WktLS/rqV78a4VgOGUSuDz74QLu7u8HsW1hYyLVdJyoEPgFQS40Jjzz4M4E3+f4g2cwjAOxTciO8liDzxz5G+ZydncVcetVmIidYsK7picg41RzsiTnzdu8bGxtRps2vUxyf1RL4WUl/RdLP2c/+jKT/PU3Tv5AkyZ+5+/9/okkJ8vfu/vxWTfoQ/NZPujgvhQl6X2cXrAFvKkEUgQPJRPEZR+rRhNTtc/eBiWVRZ2dnQzhQFoxxfHwcG5XYNQsA8AUdFI2IhMY0xDJAW1NB6NGjR5Kkra2tYCE6X8KTeNxaQould01aEXoU7mADOw0YQXdxcRHhJTdz3TKhWhPPT34Cg4OB6UoYjRZoEH6IjDh5SNIbrsFwOIyq0DTcaLfbuQaqRA1evnwZHaS5J5ob892FMqXgEXoIeJ6Fd6baVLVaDZenXq9HuI/reK8FAGPyGdzt4D19QDpCEbgrwzq6SyIp9i/gJPvbU995nlarpY2NjZybdt/4TEIgTdO/nyTJk8KPv1fS77j7938r6f/URAh8r6SfSyei8JeSJGkk+TLk911fksKkZuNIWZ6889UJG7L5YQhKioKXHGrolGgkrxUgZRl5mGUIDgQDbgGbhEQdSB3n5+cReUBjo+FdqLDgHoculUpRtHNlZSVorpCHYJXhEuH2oNE8YQeti4AhHs+c+uHDbcAXJyMSy8GFCGtACAriEAQXKiQ5hsDaICy5j6Tg37slwNzj5/Ndfg9xi9Hr9aLyEYISVtzS0lIki7EnWA/KdVPindAk8ycprLF2u51jqLKH4KBICtIY4/z8PHAaN+Px/Qkf8s5o/DRNdXR0pFevXuX8eLdYcY9QMgy3npyrUa1WtbKyEkShg4NoB/LG+CKYwCoHO03TvSRJ6HCwKemVfW7n7mefKAQwvzGrvMY8L+nZZ1gMmK5oJhKIXPtQD9Bj9272FfsYYIUgCJwzDt/AXYIi98C1gZT5ZviZXGt+fl4rKytaXFyMRCeuA3eC3n+QP5x1Bz7haaVYTR52Yw7BBI6Pj9Xr9WIuvRaezxGWA9130DwIWg4sc+UuFsQafgfrcXFxMUeN9fdlbhYXFzUYDCKVFlxhb2+yhQ4PDyP8h9YHmMUC9PJqcD2Ojo4Cg/HCqAjV6enpKPaKgHj06FEU5UBwSopQr8f54Ra4AGYdikQgKSuwOhqN4p0QoM56lbLkILfq+KwLWHAQBICkSA9/2/iNAAbvK2b2RrnTxHoRrq6u5goousZk8hASbDBJuc2KqehgCTn0HAQ2CKbw3XNE/j8FGvDtJAW9FAkL2UTKsv6KFY8w1RxpZnMjCCQF4kw8n+FREiwjCDscHiwRn4eZmZmg20KYAjjrdrt69epVPDdzwCE7OzuLDDyQfMBWz0oslSY18bEEXBOhwYhhU9SC7ESANKw6r9vI2jHn7spdXl7qxYsXkb8BD395eTnXx5D3cnBTUmTqUbcf6+Hm5iawFSIEzOXu7m5UnarVamGCY6FRA9Jj/2BCLtxQbLyrKx/W4uDgICICrL0LCIYLAFxW9jaUeEx/lFW321W/3w8w9b7xRYTAAWZ+kiTrkg7vfr4jacs+90jS6+KXU+tF+JWvfCW9ubkJ37PI7Zeyev8QePAhpcnk8/JsBj8YxYKUUj6DDdOQir5sUgfcuN/y8nIkEVHBFkSekByLBDK7srISJa0JL7K40HM9DMlh8MoyWDOu4bmGzxcCjENE8Y3d3d3QzL4RvZw7G71InKFkOem0XpqbA49VJmVNNqjIA6LtiTVYWFKmddHIXrBkamrSH5BSbpKiPyTVoqrVqm5uboLERJQJIXl0dBR4hoOZ5XJZjUYjAFbHRSBFoVRw97CA0jSNsujSxPx2OjXrABWayIDPPdYDlgpz5+xTD2UifG5vJ5WVTk5OIvkLAeCHnZAn+QlvG19ECPxtSX9Y0l+4+/t/sp//ySRJ/qYmgODgk/AAXhB03Zl/UoZkI6URAN6cxLUoG9KlJNoeX59Nx70xuzArQZAxt6S8tmq1WhGr5/CDTINEs3GkiZlGaShMRPw9NhY167mH+8PODEO7eMRCykqIYQpzmIbDofb29vT69etwHxyX4P8U3GCuyCtgLQDBms1mZGGORiPt7u7muuowVwjK8XgcPjmZbXQ0djcKi+T29jbcIwQxmA9CEv+fgwXou7u7q6Ojo2A2speIRniVZ3gY29vbseblcjmSrHhWrEfakktZxWsEGvvu9vY21gQLCOo2LifvXKxFwLy5peuhb+/LSGm96+trPXr0KJRRMc9GyqoUOUBZHJ81RPjzmoCAS0mS7Ej6UU0O/99KkuSPSXop6d+9+/jf0SQ8+E1NQoR/9NOuj5Tz4SQhKSO/IFX5vEcUpAw59pgvcWIpM80d9MJVcF8XzVGkWy4sLGhpaSlCdvh7Xn7KE36kDI0HrAJh9mfyQ43VUy6Xw193y8YJKVI+/wHgiojI7u6uPvzww8ilZz4AvNwtKpUmdQuow180P+nO61ED6t4X3R9HwsEwuB9rw+fhIRDHL5fLWl9fV7lc1nA4DCvCKbHOazg7O4sY++npaYQWPb0ccHdhYUGbm5t69uyZHj9+HNYfh557EFk5ODhQqTQpfAvhDIDUrVGen3fkQHoxFi/sgquE24SViytDeXFcz+XlZVUqldjbWDGtVivm8ebmJlymxcVFLS0t5bCet43PGh34g2/51e+857OppB/8LNdlOOIJIMIh50CgPfgM3/H4tZQlqeAfE+pD0KCV+RymF3FsNqGUlb0qgipYDXR4oX691/XjvRgcJMxbBA/ugwuFqampiDyMx+McEYq/vWYg7897oBnJgry8vIwMQL5P0omk8NkbjYY2NzfDzHZ3A/8Y5N3j6mhaJ6qQg8F6Fq0qj6V7ghXaHfYj6+h7BKIS/i7WH0k3Nzc3ubZsRG/o5vT06dMoBlMqlQJQdTQe7UkZOYSrd/0prrHvFc8+xELzwisQuGg3h2VAeHl6ejpqO0qKile0dH/+/HkOd+H6KEN/L3e97hvv+g68G+/Gv6Dj+rqk/f0NXV+/nS0oPRDaMD6u+8nOdUYT4UsTgsMScAAPHgCsLo//o2mQkJJyyDzEGTrsYJphdkqZ6Y1ZDzAmZZlkmIRIX9wBUHS0klNZnaaLGem1Cvg+VoAPtCfhPhBqogRYKV68RVLk1y8tLWltbS3XZoz35p0lRU0Gd2OkiTn/+vXrnPsFFuOf63a7Qect0mmxonh2MinBBbwoKDURj46Ocll2Pu/eEwDrBoo32IKnT4MtsReIXrCv6LTkZDWPYmHNpGka0Qf+zzp6RMQjH2dnZ1HzEQuRfhCs1f7+vkajUbzD1NSU9vf3c+/vzMbLyyn9wi/8x7q4qKlSOdUP/uB/fc/Jm4wHIwSonEMRBuKdxKed4APvnAPlGwSzk5gs1XVYDP+dlNUb4Dk4/PwfwM3Dfw7cMOArFGnHUoZJIISIVgAcYS6zoE74AVknf8D5AM55wGQlnXQ8HgeC7KEwnpuoBKE2/GPCmMUEHKewErPmHZvNptrtdq44quM85E1IE0AMoVR0+Vyoe/FYnof5AU33wjFwMfh7a2srGJj0FATLAIQkXZh95TRu1o11wh1wurBjKp6HwfqzV5wAx+chcBHu9TwKCrjU6/VcBWqqQDs7k/kuJtH1ek90cVHTeFzW+bm0t1fX28aDEAJShtIjxb3whvtdHpPHckAKMpxUgYYFyaVwA7932ihAHJuc6zpvgI3AYvJ7Fw4sigNxfMaz/RA+DhLxf3827g1zjtAP70BfejIbIZ/0er1cZpk/Dwe4VqtFH8Zms6lyuRzPwabCskJY4YsiTAkbej0E/HmALEnxvdFolOsHKSmQdS9OWlxrQK9Op5Nj4CH8KJaytLSkzc3NiLZgSULr9sgPwgcCVZHmSwET+P3dbvcN2jlzxN4CT2FdCanSrcr3KfRj5oDokWcY8g5ExdhLYDMoMj8DzeaVqtUznZ1JCwunWl4+1tvGgxEC/iJFzjXmtwNILig8uw2AhJ9THYjEEsKEDCabjYalwD0x/4oEEIQT5hsbysEwrz/n9fSwYKggBAHISVDcQ1IcHOL4bEDPK7i5uQmUvNPpBCeAkCXzIU02X7lcVq1WC7qyRwJ4dw6pM+PQ1gw02vr6eghGALo0TYOEw3vB10fLMphPNBrcC1y6y8vLEAJHR0c5qvnc3FyE/JaWloLXwOC63ANewfX1pGjn8fGxDg4Oct19sd68QxWuIA0+nX+C6e+Ud/Yp1G3KnrGmWLgULxmPx5EQR0MV9rVbaayJA92E2Bnz87P6vu/7yzo8bGllpavp6Yx0VBwPQgggnTlwoNxSlvbKIfFMNuLXXuEFU4nFhXaLxGeTYxo6Ow+iEaY1ms8PAQcA9+Tk5CQyBIuhOt4BxBqzHM3gmEHxcPHMSH6eUVJkR6JhyYw8PT3V/v6+9vb2cnOCkPAuwBBLVlZWYiMxpzDouC8JPmh+OAhoPfARFwLMOwg9mxZTn3VlLjksWEpUz0FbHh4ehqUBaQgW5sbGhp48eaK1tbUc6xSLioYwcEQQeGSVvn79OgRXMamJZjXwQDhw9yUDuXvIPT1M6XOEssGig05dKpWiJwPCS1J0ZoZD4uXDsIDm5+fD7Zo8r/TkSffufl88i/A3dHBoMXfQXJJyvHY2BGYXCwtVVso0rfMEHDT0cKHfn0MICYjvYK6xYTElCSkeHBxoZ2cnfFjnN+CDeziJgpa8A74jbDwpn0iFj1/MbXCpD3DZ6XSCMXd1dZXb8P5O3APWHQQgt3rcf52fn1e9Xs/x1OEr8D4IN2mitQDtANS8lBkFNRAQHDQOL4Qe8iN2dnZ0cHAQ74yFMDMzo9XVVT1//jzMfw6/u1u4GPV6PeaDg0zfxePjY01PTwfjjirP8/PzYdovLS2p3W6Ha+D5ITSDQfC5Nct7uvJhvxBirlQq9wpIt5ZwDdkL8E4I8U5PT4cQ8NJ3DmzfNx6EEMCERxu7pMVM8srCSGWfIOcZuH/OQLNz4NhQrtkxzzho09PT6vf72t/fV7c7kagwzxBKw+FQu7u7wWf3FmQeUcAUxS1pt9sBVkFUYtOihRCGAGBsDtBnDiSb+PDwMNhyzI8zFH1TbmxsRIoumEARoGNwoJhvageChEuZzyop3qlUKuVMelwD/nilJTgaDNwhqMSsO59HUEBsorszGvnq6krTo5Hqe3vqr61pyhrbOsg8vKtI5PtAUrA4EeywDLEK+bzvMy8QAq6E4APbAOiDROQKiUgBwsQtAVxbXE1fG5iuuIycKYq5fNp4EEIAHnav14sDwSHFEuAgTE1NRbqrF8BwIgpkGMxyQogwsxyEg1bJZy8uLqJc9ng81s7OjnZ2dsIEBUD06+BfevgOi4VnAlxEK0iZmc6G9KYfTirBUiEiwr0QTPv7++p0OlFBibTfarWqWq0WAg6ttba2pu3t7fAzMSd5Jnxw1oCNyjt7ZMBHkd0JM9IPvlfE9ehG8fD4+hUr7BD+W15ejjArlmFETc7P9bt/5EeiHPnf/6t/Vbqzcrg2zVd4Lhfc/mzValWtViueHXeo+P7MEULKCWtEp7zArZQBiuw5ng+Xl/e+vp5UIKYUGfOK1YgSRTgR6bi8vIzs07eNByEEiuh+scS3lHXCxS8FpScExqFhQr1wBxPKYAG4tyP9bPKjoyMdHx/HwXIACGDI3QTcEp6VMmiSApUmFIqZjobznAApoxG7BqeIBu95cnISPPe9vb1ImnI3wHMk0jQNU3dpaemNyrRsXA64+7jMEeFJF3wkBTkYt7GxocPDwzhUzCvzRfVh11IednMrjfknp4HPzs/PB6MOa8fLu7WPjjQ/HGpmNFIyGGip09Hp+++HMKKiL2vJ/uKwkGdAbgddjQA33Z3juQFJEeLOR3E3ywd8lpOTk1i/q6urmM9iGXTHOR49ehTCAfeX/QjPhNDlg68xKCmkG36h1xPwg8rhRzshKX3xMO/YuF6MRMry3aUsucT59DTv+Oijj2JT+eJ5qA8ONwuOq+GmHN/1rjf3Fdp0FB0NjWkLWMRG293djdRg3CU2mVtCl5eXWlhYUL1eD+5Fu92O4p/cn+ctzq+Ucf8vLi6i8KeHL527LilAT67hRTKp0rO8vJyj6PrAuvPOUFLmH5PHAHdeUuTv4/Kdb29r1GhI/b6uWi1dPnkS70JkhrAg7+vP4nRu5sijQGBXPBvYkc8pwgIB6xYN+xGeAjRiMjqdv+D7znGHfr+fexfHiRwDclfuvvFghAATRCYZEo3QCtIV8KQYRvPcdzrPShmQ576ZA2TOAGSSDw8PIxtNUsTQuT4aETeDRSsKDPfdJOUOBX42EQYPT3GQ2RBoB482eFYgOAMmPZ89PT3V/Py8Wq2Wnj17FkUmKA9G6Itn41rc24UY84Rl5QU8isw4CnT4XDtiD5ZCcoxHaC4vLyP9GaGHBciBnJub0/r6upaWlgLDkPKu2lS1qn/00z+tyqtXOn30SFfjsdI7bOL29ladTicsKA52vV7X1tYkC35tbS33ThQWwfJgndlnmOFYLuwtz5R0pifzR13AXq+XC/96ApSUpWx7uJeQKbkURT4N+8JzFu4bD0YIvBvvxrd63M7N6eS99yaC6BNSaX+zjwcjBPDnnFUmKefbghZ7hpaDJ1JmZqGNimYYPjhaBf+Q6jvHx8fhX/t1i5IUy8T53mj5ohnHIM7sCC7AnyPH7l876AjwNRgMci2tJEWJasBT8IetrS29//77wZ2XFOFANA0mK2zNCTZQ0j/9pzN6/PhCuKUemnIQrMjCpHDKycmJxuNxVGym7gIumPu3zCl/WBd4G+4+UZcRFxL3ChCZtGHHa3h32JS/9mu/Fq28zs/Ptbi4qGfPnun58+eSFOxRLMTLy8vIRWAfcn2e3QFqnoFQHaAfVg/mPtaadzbCAnSuiWdWSlmXKuoKENp2sx/Q0fNS7hsPQghgUrIgmJ6SYrOywdmwbEgHt3wAxnnCB/xsQnhSdjAJzUC7ZfGkDDCUsjAQpA2QXBBx0HV8ed4PogqHm/vx3p6PjwkJxx7Tns1XRIKdD8FhnJ2d1cbGhp4+farV1dVc2y+fk5mZmYh8YN6fn0t/6A/9y+p2S2q1rvXzP/8rKpWucwlNhFxBqT3s5oxLBwjCCXIAACAASURBVGR5rmIkhTLtAJrn5+e58lkIAC/LRuIXhx0hwyGXlHMfELLdblcvXrzQ/v5+VFmemZlRq9XS6upqLr/CyV+8y9TUVAiw6+vrnLD2ZDUECPsV15E54rPMKS7a7e1t4C5eZYm+DSi12dnZSLa6urrKJRvxzty/KLCK40EIASnb+Cyma27nUKM1PUSH9pAybQUdk2ve3NzkCnx6CAhJCc8dMMp7z9/nU83MzKjRaETSB9mHTvbwd/PDgbWDgPBN7ll6HByIM/jLNzc3b+Q/OOC4srKi9957T9vb22o0Gjlw1YWTU0+Z029+c0rdbkmXl9PqdqUXL+b03nvXEfKSsvg4QCXPK2UVn8FmPAyKoHKuhq+bY0GsP4KV9eB5iTZMTU1pMBgE7jAcDnPcfrCG4XCoFy9e6OXLl9FlicMHOQgU3WnUhKXBrGDzOWaAAoDzQPQIQJfDy9qenJxEklipVIpKTsyrN8iRMoYq/AU+hwAAvC0CgPdxZt7Yx5/422/joBoMZpDHNTmEhOFc2zq9VcqAQHjrfI+NCHCIULm4uNBgMAjqLeQQ/g0ry5M8YJZ5/LXZbGpxcTFMWA6slDUMdY3uP0fDOEiHqZdp5zwQWa/X41Bz0LhGs9nU8+fP9eTJk6in58QeADQ0Oe/B5n76dKRW61rdrtRqXevx44uYc6+o5CncaCpJ0RIdV8YPJFmiaFxJYQnhWrhm53mlTJiiXV3zDgaDINNQugzhRBhuZ2dHH3zwgYbDYViAMBdhHLI2pO0ihAjpFvNMGMwJz0aFZPYdlpib5Qh5766Ndu/1erlS95KClQmb0sOpzJUrHwqiYGW9bTwYIQC3Hcadp/dKWccWijkWBYDHmSF/eMjLMwOdZry3t5dr8+y16Fl8R/xhaG1sbGh9fT2sCiYa1hfkHimr89/v9yOzDx/29PRUMzMz8bc0WVBCZK1WKzY7PyejjwGeArEFmi/Xc3OUuWYO0VJsqgmdNdXP/Mwv6tWrira2zpSmiUajqVwSFdf0bE02INEOhC/pw2hPzH+PPhAeA1FHUJE+7VqRNSY1fDAYBJZzenqqSqWi1dXVEBpTU1PqdDp69epVtPjmgDebTT1+/FjtdjsOJd/BGnQ3x2tMDIfD2EdFoUBrNITe8vJyjjdA2nPRvB8MBpEn4HOKsPBaCTMzMzo6OorolLte/X4/QomfJACkzyAEkvtbkP3nkn6vpCtJH0j6o2ma9pNJg5J/JulX777+S2ma/sBnuEdoCxiDbooDqni5LTjmUj7dGIAEH5vFwfTiftSw//Vf/3X1+/0A0hj4+oT1yKiDb0+KKXx1NgALgTCTFKY8Jmy3242NjH+JtuAdcDVwfwBCPdWWwRwxDySTuEvkG9QtnaK5jns1N5dG8snp6Tj3GU9FZq4hu0gT7MVTfQHWMPcB9FzTF60dBABsQM/KRGiB33S7XfV6vbAirq6uVK1WQwjv7+/HvvD7LSwshDBHyLIPmS8UgReP8dbngLkuFClfx0Hsdrs6OzvLdW6qVCrhCqDM0Nq4mFgdUp66TcLRwsJCcFR8H0gZ8OiYzdvGZ7EEflZvtiD7u5K+lqbpOEmS/0zS1zTpPiRJH6Rp+t2f4boxnHkHdx8pjk/GBvTN76CgZ9p5cU7is57lh28oTTYIFgj+N74bmrrdbkdM+/nz51pdXY1n4KB5SrL7k/584/E41xEJDS7lO9xi8fR6vcjo8+KnfvikjHbLO4CpOPUYjcrn3aeFzOLcAQet2GRcl7RaJ3Dh+0qTCkLcq1arhblOBIJqxc6QdGYnh5QuOlTT9fwQz7NHuJycnMQaclAl5YBPeCfLy8taX1+PZ/HOz1Le5fB+isPhUMfHx9rZ2QkXkn3HIQb7wX1gbYus1UqlEteH6dloNHIdmRlYpEQaTk9P1Wg0tL6+niuG4ueG53Jg+77xqUIgvacFWZqm/5v995ck/Tufdp3PMtCeXtaJg+sEFLQSG8APkAsMNg6FOKTJht7d3Q0EGbOYe7KoSFJMbMhCzWYzQl5YKEh0THwp318PoouHQD2PnEV3EpOUHW58Q7QlUQ/fgMwfZal9FME8rCgsJCkrxkkqNrn0/A7zu0iDBSMg9VdSuDvFpiqEdD2jkIEF6CXQCItSSZjrOxuSz8KY5DAi3PxZed5qtarNzc0oNooA8GfyDDzQ9X6/r4ODA/V6vVxfQ9+/KCHHB3DjEFKsra8zwolcFs845J15BqwktwgAvotg4vz8fC5n4b7xrcAE/gNNuhMzniZJ8k8kDSX92TRN/8GnXcA1uoeJ/HcAYh5jdz46EhDTGk2IEMCX63a76nQ6cX38KSi9JJRMTOKJ/7+yspJLHoH7zv0uLi7CD282mzkNwADs4h3Pzs7Ct/P4MgPthtvg6c6EmjD1OcgLCwu5rjzSxApA43tmINdBu6INMU39gJJY5cxKZxHiihQ1HW4SwgNNT6jLqzpPT0/ngNaLi4vwoen645mlXJfNDc0XVH5mZibmoBhyfvr0qba2tiIpyKneHqblPc/OznRycqJOp6Pd3d1w55wdCIDs+QFOvSb+z77r9XpREcpdYYBIejwwmP/r6+u418zMjF6+fBkFRRwo5GwA5v6G0YaTJPlPJY0l/Xd3P9qTtJ2m6XGSJN8j6ReSJPmONE2H93w32pBR2JLBAkgKgAlNzWJ50U60AJNVpO3e3t5GG2voth5bZ0MD/FxdXUXRza2tLVUqlRy1lYIOzo9nOJ/BzVcwh3a7nRNKTgDx3AFJuSYq+PH4465J0BheD79cLucSiLysFe/svrGXdHerg/XgHaSsTJhbBfPz89HrkLlk0zvluVarBfDKe9I/EkuAVPFyuRwCoFarhUIYDAY5IYsrgXb03AnuiXWztramzc3N6DjshBx/JuYMQXN8fBwJZZ7g5qFmBB8WCuAjgg8+CtdmP3j1J7f06vV6zrryPYEQROB5KTaeC+ugUql8Ymfizy0EkiT5w5oAhr8zvVudNE1HkkZ3//7HSZJ8IOl9Sb9c/H5qbciePXuWFlF+BhsGqcbLE17jwLGQIPMIB/CBq6srdTqdiL+6WUZCDKNSqWhzc1PvvfeeNjc3c+FKzGIAIYgzHByewyMXThIhkgBHnoIhTrZxK8cZgFgSCAY2FBrWNz7Zb4THIBpJWe6/p1DzjqSq8tx3a52bAwBX1ury8jJ6/UmKsmlSltVJvgHz4jgOACDzCEaBJmed3dQFu/EeEmhE5s0Hh5+qTtPT0+HGERZ2S4Dnpr+BA4FYihxu30cIdW+lxvN6zD5NUx0fH2tzc1O1Wi2iA17UBv4AwxO4SJJDAbqlyfUBiNnTbxufq+9AkiT/uiZA4L+Zpum5/Xw5SZLpu38/k/SepA8/zz3ejXfj3fj2jM8SIryvBdnXJJUl/d07M4ZQ4G+X9ONJkowl3Uj6gTRNu592D2e7ofWdQUjRC37H327qFs0zEG60HAAKKcMebSj63M1mM8puAVZ6zB0zEbIJQCGMsvuYW1K++g4Ib1Fj8TmAMkA0QqS8q7tPIMAAXJ7lxndci+KauPbxUCHWijMX+Rnzi2VxcnKiw8NDffTRR1HkhIFfT8wfH5jQajHiw/3dFybrb2ZmJghGHiIdj8fq9/uRouy4BINSaktLS2GtoZXdckusICw5DpRt29/f1/HxsW5ubmI/+vexRjzCwPP557AcIAQNh8MIUUJkgzIsKTI/5+fnNRgMgmaOG8A9fN/wPoQ8PfR53/gs0YH7WpD9tbd89uuSvv5p1ywON4Xx/Zm08XgcPiOouptwXp9fmkwEyD7mMQi+5xowPBmJmnGUmPbrud9OZMJ9fkJAmMpF9FfK16kHmCO0480yJOVAULAKXB1/Zq7PQaNNlqRwF5wpKGXVmf2Q81miGE4wwefnnTlslLx6/fp11Db0+/FeCJBms6mlpaXAIBBkzhBEoMJIRMD53Hj0h6IlCAGAy+Xl5aAAc8A9ldmjSXNzcyGs/NlJ193f349UX+bRmamsF+Dm48ePVSqVdHR0FE1DGL5Pr68nxUSoeAV+QBEVz/FwynGj0Yg05LOzs1xI2N0Pruct2e4bD4Ix6P4fAIeXx3ZQjgVcWFiIcJDHxLEQ0IQQT/i+h+6kN4svNJvNiB97pqH7ciyg++uAizxvsT26cwBYYEJvbEwvbQWf/eLiIqIcbD42INentiGVaDh4aIzhcBhhO+bBn8FDg34IHPgDtAO0pZDFzs6OXr16lQMeuQ7vRknwra2tqKvo5BUwEMcnUAyej4BfS/SIRqYrKyuxJqPRKBidLrhhE5JXwprgywO+AupdXl7q8PBQr169in4EWKEeWUIglctlra6uRuQB5qhHB9yCoQCKl9UDNwDQdUHMHl1fX4+5w3pjHxZrENBpGUv4beNBCAFeEEkN8UPKsq3I7AO8AVgCIPJKRFKeQOT8AibQM9iGw2EIC8KCkHQQSG6284xoXg6+389ZjF5NFj65lLVRhy+OVcBz1Gq1OKROduIgOtmm0WhE+W9CWDRdoUGpzzfz02q1woTFkuGgOKMPFiAC8ejoSDs7O3r9+nUQpNB4bmpjtSwsLKjVakWjEl8DUHUpAwk5cAh8d+GYY2cd4t4Asvph4BqEXZk7DiqWG2QuSdrZ2dH+/n5YI/wcGjCkIA71+vq6vvzlL2ttbS0AadYRoeVEMp8jOAeQtTzk51W0XVmi6JhHQEIHNnFRXendNx6EEEAiX19fh9ZyTMDDaZixIPwcJM8dkDJiiiel4EcV/XCkNK23QbB9Qp3RiDUwQeqn9eGH81pfH2h+Pqv84uE5FhXhRq6CU4KLNQi4PhtDmjTdAHl2jc1mu72dJB3hz7LZ0Ta8N0IAZJkIBa6El1pjkBgFXtPpdKL6EpEKd7XQSpCDKAWGgOVZWTPyCTikxZJYjqzz7KD7uBeeZ+ARH4QKJBtKirk1BdcfdiFVh4hOYYHhLtEnAfbo06dPtbGxEa6qJ52BH3ipNNYBF6TX691b9t33KJZspVIJTgcRM5SSr5n3kvhCjMFvx2BjEYOVMrAInrgDbkwqL+ckCSljm2EGenFM7sfwjLxmsxk1+DGfEBBFCyNNUw0G1/ra136bBoM51WoX+vEf/x9VLt/ExDsY46a7c7zd7OX5wAM4xI1GQ/Pz81GHkCKeTmxBc3o/w9vb29y93JfmDy4MfiaCEmHHM0O0grTS7Xaj/Dp//JDiHpXLZbVaLbVarQBSi+slZc1OnSwDoxKAjvfl8GLJVCqVcP8825G9RE6CC3/co/n5+cj43NvbC4vSCTaeQ4J2pdrx+vq6JGl5eTlATP6wb3BB/b1RXP1+PwBrmI7ck7mUFMKR65GjwBxxbXcp6ZuApfm28SCEwHg81v7+fphMRSQTjY4v6yBeMUGCSEPx/5VKJQAkrsnf3I98cjQNPmKRccZ4/bqlwWBOV1clDYfSy5cLevKkG+/gJCLMTRYErgFJNrVaLZ7Jc8T5P9oRAYMvK2UVkGE9ov2ZryKK7HFxLCQy/STlrCBJkRcAz4K5QDNhnfBzMiDn5+fVbreDnssB8EQfKesMTWYdAgFBiqXgJBzPEsWCYKNjYvv8YB5DZ0bgOibgzFNITf1+P/Afd2u2trYii5R7MHfOAOW5HT9iX15dXYV1t7m5GdmkrL8LSlwf1o09g+sDVlGMjkA8otL0feNBCAFpsnEGg8Eb4QwnmziVFrDKgTkpvxhoKEzTubm5cDdYDA4roUB8cDaea0sGm6LRuNLi4rlOTha0uHiujY1haGhnb+Hb0SSEajYcZja1l9RmUTlQnh9QLpdz1snt7W2AUJBy0MxsGNeCbuoDOnId5sIRdApyDAYDnZ2dheXCvCLg3Hyt1+vRGJT+AGAOaHf354u0Zc9qLAK6CB7cR94Tv525825JWFyenUh7MywcrziFxsXCYL5qtZq2trb0+PFjLS4u5oQl644Q5XuwWN3lAxgkvdxdoGKOjJQpM7cAAZC5j1ufbjkUQcbieBBCABDKGWNuNrk5S/jQE3UA4hj8m4Pm/iUbl0Phh9vBQcAWN52lrCIMk/v93/9XdH6+rSdPLjU3J11fp+Fn+8BUGwwGUeseE7FonSC4PEPOIw1oMhcaUpY3gekLawxXwVOvvboSpi7ChI7GPtCUrs3JmkvTNMelkCaJVnQ48nqAHBAOtpSBgawVuQoIFXARbxnPvOHqlUpZOTcOBWuONYT1wNyenp5qMBio0+lEoREHQ+FkgG1Q5XhrayuyD53pijviAoDngdrLGiDwcKuwMugk5MKWPSFlzXJcODkN3AUlQsLxlPvGgxACUhaLBjxzTQVo5ZEBzCtChEXiCaCLU3H9sBUBGs8fQItS0BNSh5T1wQPxr1TOtbSUamFhNUcf9hAYmhQBgmWAG4NmZKEJ3UH8cTzD+xtyKLyZytnZWe4wwqtw14TvSxnvAYHnGwsh4+E3zyFACDgVWFIkXVHclD+AeMy9x+r5P2vJYXLSUjFUjLYfjfLtt9gnzBXgGXPN371eL3gA8Ay4FziEE5U2Nzf1pS99KVq4++evrq5yuS1nZ2c6OzvT1FTWrBXFwXOC8cAR4XeeOeo4C/kEPtcuaHyOiKjgOruVVhwPQgi4CU9ZJs9uQ3o7Moq5joRlgM765OCXEVt2HIBBujIHX5Jev36tDz74IHr8SZONT8wan2wwGAQIwyHq9Xq5XoTe8gqzbTQahdWBEJKy/H8Qb7IAS6VSVAxCO/GOoPPE/NmkJD+5lkMIec48YVjmwecIcx9hSWIMFhmCATB1fX1dGxsbOZ4+z+A5ED73CE6KtRQBRE+0krKsOtafQygpTH63JqUM7Lu5uVG329Xe3p729/ejapXjGhwg3mtzc1Nf+cpXtLm5KSmzQLk2Vpek6GXgyDz+PBbocDiM5iGrqxMF0uv1cgQhKUsOY3+x/0ulUo496nPI8/k8fVKY8HPlDrwb78a78S/OeDCWADXikKDO4UZzeNEJl5aYeFIeBwAg8gwxwituYrpmPDk5CUtkZ2dHH3/8ca5SDgAXuQaXl5eR7txutyN2C6DHcD8RM384HMZ3iyYb6dPgGRCTpCyfgkEkgHRa0kcpMOJAmzTRWkdHR1HNBoxkEvYcxM/RbHAHitrb0fpms6nl5WVJiryLVqsVz4lFhkXjQCL+O2vD+mEt+TyyX5gjwoFEkNz6wYXzrD/M8FevXunjjz+Osm8ezpMyAk61Wo3S7Wtra7logIfksO6IvDhPAwsFi03KiqsuLS2p1WoFBZ53gELtLEkH+DxfBtzMcyeYI1zb+3JUGA9CCEgKIVCtVrW2thYmOdxr55K7+Y/v6OYOQJEj9Jhv+KbO5uPabJybmxsdHR1pb28vymIxiZifzkP3mDMhRjctEUIQRjjgTnd2fxFeAEU/OIT4uLwzm4DQJ/69Fxv1WghFIBEXxDERD5W54GMwdwgNGpzQ5VhStFl3QcKh4l4kbvF5MBuEPRu+yIWQMqHBAcPMR9CdnZ3loh78rlKpRETg4OAgirY6cFwkmzWbTT179kxbW1shQIjmOFWa+WQPoUjg99+XCj0zM6N2ux3RGOYJ7IT7MMCcSNxCyExNTYWCdGHvgsKB8+J4MEIAbUzyDg8Nu4vBRBdps0XLgGQjz0L0klxOG3b/+vT0VJ1OR4eHh7HIgDFS5m965AChsb6+ruvrrPILAwTYDxwHDC2MYOB+AH+lUili1vxh4bkH2XE8D/6z5wU4JjAajQJ4nJqailg4c1W0thCyDjjy3aWlpehzyOcRcAhjMBrQajaqg6eg3RTxcP+fBB8Xqk6TxcJgX2BdcR8S0LwgB7gLcXQwCNeYzWZTT58+1crKSkRBPITId9hHzD/JVKD8ni1aLP1G2BT+iwOtTj33qBnP4bgZ12KNmdv7+C3F8SCEADTcer0+Kbd0e6vF3V0N1tdzJg5cbUeQcRU8duqfQVv7BBNR4PMuWECdAVqKpjDhLNwMTyWlis75+XkupfT09DRq8GEVANigcTGHpUzTY2J66IwBFZnhAoL3dW69DzYuzMjp6emo3OsxeZ6HGouEAREopP1ubW3lgDieAeSe72Gqw2JEs2Pp4Q7AqeD5iwi4pFyJbdxILBQ+z7tzAD2Mxr6CcefhSCljkq6vr+dK4E/mqKQXLxa1utpTmmYhU0hK/X4/58bgbji4yX7k/5wB/sbN5PfOPXGgFyWEUGOQPMe+8N8Vx4MQAhyKVqul1tycfvcP/ZBmez1d1uv6r/74H9fgbsLcTIRzz2FxX8j/j3ahy62jyFIWHuS7mG/E3NnYHn8t5itIiprxxHedMYjQODw8DIyDDQObzNNlaSVOrUAW3HMhpEyrIPiIKBAWwloajUY5GizWDCg/8+Wxchc6tVotR8/lunNzc1peXlar1crVK8RfljLXDEHAZvQDzeYuhjPPz88jhbxINYZZyL28EjPf4Xn4OYLK2adSFvb1PA0q/8JmxHqYmqrqz/2536fBYE6Li+f64R/+Oc3OjkMpnZ+fRyUiIiwex3dlRTIVFiDPC3bhuQ38jMxAL4zKWmEBS3pD8RUtEB8PRgicnZ1pfn5ezYMDzfb7mhmNNDcYqL63p1+/MyNZJHx4/EEku5RV0qVAxO3tpNz17u5uFGWQsji5Z525r8UBca3MsxIaw89dWFiIBcFUc67D0dGRjo+Pc5qf36GlANekiXnfbDbVbrdzJdjZwBwYBBOAlLsWuCwk2XAwpGyDcCidfjseTxqIgktImU/tITh4EiRzIXikjJvAgcJkd1yH5+R6aDPmmSQyNrJbQfjQpVJW5p254TC6EEMRuImM3+70Yp5VyjpKSQrBvrCwoNevaxoOJ1Txk5MF9Xqr2t7uxPyQhwDuwT5BKXgptKWlJa2trYUr5KFErCOwMZ4NEBTshgOOAvMMVYDoT2tA8iCEAJvs+vpave1tXTUa0p0l0Fla0tXOTmh9XgYUHjPTk2Og45IqSmad16p3M8urFaE13f8lEsB93Vd2oo6DMKPRKFh3u7u7QQ0FF3DfHUIJVWQwvSUF9dktH69NwPDEJJB1r1Pgmk9SxJRJswVXICeDhB9JEQ1xs5sD68Qt1gaB4o1PYFli1vrBQ7BLWVs4MBx+DstRUkRfYPxBHZYy1qSUr4cASHZ7exvNSgaDQc4Sc78Zi4j5Zv2bzQMtLoIVXepLX7pWuVzV2dlZFP7knldXV7my5PA7pEnNw7W1tchpwTpx9ivpyJICIAaHAAD2uXOwGNeIPfHgGYP4lpI0mp7WP/ypn9LUr/2aTjY3lX70UZh9jtA7DdXRfrQS0pQF5yAXiRNoQikrmOn+tBNAivcGfIM5h4ldLpej6o4kdTqdAK6Q9JCdACUhyfBMSHcOHFgGB8zLq5FxBwYiKecqIXz4PK6VZ/753255MACwvHDK7e1troVWkQlI6Naxluvr61zfQkk5C8MFBNdBSzpYiEWEIOBgoAC8iAr7gc9ilUEh5zPsRd63CNJNrnugP/Wn/rouLh7r8eMLSRe6ulKOvZimaXSWcirzzMyMNjY2JEkbGxuq1WqBhRStTQ/xMTdeZwDyEAcfAecWpls+RRq4j8/bhuzHJP2Hko7uPvYjaZr+nbvffU3SH9OkxuB/lKbp//oZ7hEb+PLyUsO5OfVbLenOh6/VasGUc5MbbePddbze/fX1dZhnaEWXrlJmFTiyLmVAm6dtSpkvKmUtxzGrQcjPz891cHCg3d1dSQo2n5t78ALY3O12O4QAmwOTDmCJayAkiCE7s4/nci1IhSLmiOcGyPQy2hwuwmc+TwgjKhhJyrkRDOLyTkNGAAIYEvGQMgHEoQO3IQrg1po/j4dIPWSI28Hwd+p2u8EfwIXCohuNRuECIFCwSNhjSZLo4uJU9foHOjvLlM9oNAqKOdYJllUR8+H6rAWuEgoJYNpDrHwWC471YQ49JC0plAb41Re1BH5Wb7Yhk6SfSNP0v/AfJEnyL0n6A5K+Q9KGpL+XJMn7aZq+nbisrLHIaDRSp9PR5eWlOp2OpEmNeQpReIso57CDOksKSjGSkew33ATMSq5FHB2/DQ3sfQ483MRm8sKR1LAvlUrq9Xrqdrva2dkJ6evcddwYR2uhIDuY6SQUjzQU6yz6fGC+QuS5ubkJf9CLV5LEROMUFwBYNP55KQsJEh0gzu/C02nJHEpoxZLicGKNOQjHgXfLAhPesyKZEzY87hSEKf8MxBwHyRw8Q3hICmDNhWcxHMtBRbFQHEWaWHv0tHBrlGti8rsgg3PiEQvuzf/dvPfz0u/3A6tAuF5fX+cIZf7ujqkUx+dqQ/YJ43sl/c100n/goyRJvinpX5H0i5/0pampqej15zXVJYWWhH1GWA4pi4R1gUBcuVwuh2l2dXUVSDv97RnkcM/Ozqparebium5BSFmRTgBF+sVLisq0XjlIysxal8bkPVQqFbXbbdXr9VhAvge/AT8R7IMwJIfUDxHPTD09nh8mpKTQWE5iwepxvgUb1t0w/rBunjTlJjWamusD/KF53XT1mvy0c8enljLgkDXGcsNUJsmMd+VgsMYOEvPHcSjPiWAU3SGQedYNF4t+h7/6q7+qTqeTmytpIuAB7SgZJylXFdotIqxbDi5zxB7l+Z0I5dWguJaTqIqWUXF8EUzgTyZJ8u9r0ljkh9I07Una1KQ3IWPn7mefOJIkiYMEcQWt4pNCuyoAvGLxDSnfNts1uJSFxmD2SRn9lYIiRCBA/vHzHFSTspRkLAAKb/R6PR0fH+e4CCwGi+hssY2NDa2urkayDe/g70PqMQcVxiKblLAjz0USEBZFv99Xt9sNXIOag2hkElNwM+r1eo6oAr6CUAI4LRJWigDV+fl5HFBcBOZjNBrFgSetligRtQZ4l/vWEUS96Fo5RwKgj8PkoV3P4KRuoJOB/HqeXIT7dnNzo+PjY33wwQeTjb6zE5mggHbj8TgyEefmJlWsO6iNaAAAIABJREFUAX8RUpQAQ6DjpvHeuC6dTiesSRKmEKzsZ86QlHdVcTfeNj5vAtFPSfqSpO+WtCfpL939/L7+x+k9P1OSJN+XJMkvJ0nyy9599d14N96Nb+/4XJZAmqYH/DtJkv9G0v98998dSVv20UeSXr/lGtGG7Pnz52mpVAqu+30hDaQfZhZ+NqE9j496CMjr+qNNPQyDbw3gNzs7q6WlpVxCkQspKhDBWJuZmVG32w1eAMAX/iPfwRrALKvX61pdXdWjR49y5c2lrAy6A3kzMzNqtVrh/6ElpXzkAo1brVZ1fn4eVYGPjo7i87g0WD2VSkXNZjPi/lLeGnGtTlIT/qpX3+F5HU/wHod+zWLRFZ67VCrl3BkHgPk+GhDtjvb3kKu7Jzwn7EDKcLEebpKzL66vJ3keUKDR8OARkIKOjo5iTsFCnF/hVOqlpaWYC8x37sfa9Xq9cF+ZB0nB6ORZPGyNOwwexp5xt+tbHiJMkmQ9TdO9u//+W5J+5e7ff1vSf58kyX+pCTD4nqT/+9OuNzU1SYAA4HJ2Gy8EyorJBnCHj+xACGY58WNisZhePjj4TBauB8/AYnmugdNfPdEGn9TDPrwfPqukSLqBkkr4ieGoOBsbsgmbH7ensC45X/f4+Fh7e3vq9XoR4+edyfLjHZyGXWSreQbgzc2NNjY24rkxT6nVICmKZWC2c5DcnJUy8Mo3K8/AXvDv83nQbqJACHe+y3pQzfj09DTyMYg+XF5eBoMQoNN9cIA/mnm6azAej3VychK1CBge3UCoMY/VajUar/DOhE9vbiYFYo+Pj0OZ4I4WuR3sIYSZcz34w7PwXQ8n3zc+bxuy35EkyXdrYuq/kPT9dzf7f5Mk+VuSvqFJt+If/LTIAIMYOwvnmACaEJ8MichBA5FlIEHdn+cQsYgcukajEZVpSV3le064cNSVMBRSHTIS1OQiTZPrAGI+e/ZMX/7yl9VsNsPf5tqStLi4+EY4jGdko6N9GfAQCHd5ZRzCehyOWq2mtbW1aGSBlpEyTIWDzP2hQi8sLEQLNqjMrqH5G03Ee3FIneHngBgCgIMk5RubemmuYuEMH3yOWpL+/KVSKToUwx6Flclwgc5hRrFgcZycnOjFixfa29uLQ4mVgUBjDfDtKbcGH4bPXF1d6eDgQP1+PyJZ43HWdcuxHp7PmaOwRNl/PL9Hw8jJedv4lrYhu/v8n5f05z/tuj5c46VpmqNyegjEPy9lAsLbkAFYsaFqtVpoeDQMLDwGWkBSbjIJe9Xr9TgkSZKEK3B9PSl02e12o1ry3RyEdcHzwkXf3NzUs2fPtLa2pmq1mqtmy2YkTMkGRBOT6w8YBrDmeQVsRrQj4TY48NKkPDZgpGt9QDMiNP78EFOcUEUvAY+pS1nyCpaXA3YMBxX5zMzMpCAoRBjqG0DG8mrIDqI6sk8quOcOMDdekQnLx/MHACglxf07nU4uKkNrMeoQcF+3EpwaPjU1KXO2urqq1dXVCGVDXWbvYLViBbrQ4/PQzjkXXp1ZmqTjEwEaDoeRkbu4uPhGTQYfD4IxiEmD9HK01EcxjuvS0esHwo4DY2BjMIHOW/diHsPh8I0eBb5RuD7od6/X08nJSdBPpUzr+T2mpia9A9bX17W2thZkICwMJzhJGQbA4aEdtpRV32WjSxnPAB4Cv/dYNaFWSVpdXY2wojPtinOCqetkGS9NTgEN3qOYqUZ0wmPVrI+7eyDlHgbE2sHVqNVqIbixqlwY+Fy7iS4pBGd6V0h2fX09hPT5+XlgPO6j406Re5EkiXq9nvb29jQcDqMOJHuDvYjFgNtKOvLS0lIu85NoEm4A+APvQDQMQeZp0Dyr4zNXV1fq9/tx2GnSur6+rpOTk3utptjTb/3Nt3EU4+hOkqC+HhsA0Aw/msPjPjsAVrvdVqfTifxujxEzIKhgXpfL5TDl3LTyz2O+FvkMUkY39Xh6s9nU5uam1tfX1W634xC5BeNAINqH8OVwOIzPukRnTgirtdvtEFCY8x6e45CSC8C9PcEEQM7DtBC1wFWoWCQp50bwPO7jU2IdHMeBQn8Pd23QhJBsOOzci2eDPu0CwwFWzwXg581mU0+ePImsSTebXdNSf4D9BFDotGwsFN/DUrZ/EfyPHz9WtVoN0hrvCN/DhT/3p9em73uujZXLWgOak6vA9bF4FhYWHn4vQkxsT7TwXHD8ZvxIFh6T0jc0IBzXaDabmp+fD/+SP56I5KASFWNIPnJATVJustFwgJkeZ56bm4uY8NOnT7W9vR0HgPg0lF060yI0pqenA5fgQJ+cnMRcFFmMbh04M46DyMHmoKH9sTh8YC47qxFGJEQrUOiisHRUfDAYaGdnJwQwNRkQBsVyZY7oA4oB+BbpxR4dAXxEiCI43Ex2VB9QdmZmRoeHhzHPuA9O552amhRcYY7YVzwfJjr7lL0By/HRo0d677331Gq1wlVkUFB3OByGu8V1JYUF4unZU1NTAXIjHImQ4ALy/LhSAO7f8ujAt3pwyB3sYuHdTJyamoqUUM+Oui8VlL8huLh28ugD5r0TkMhkY4MXM9OcGee8eaeFVioVraysSJJarVZsJK/Lx0EGXPO6+g7+UKEGFhjP7VoP94TQH6QT70jMhsIc51ByP4Qrpn0xuYbvetZerVYLs5SBAPjoo48CsORQnp+fB5vTsR2wCyw/wF0/wM5gdPfL7+3Cyz8PDoRwxtymPyAHiXWGno2FA9LPAUQReBgXAHFqakpf/epX9V3f9V1qNBqxt1xoYLq7UHflUMzdSO9KuaEovUwebdbY7+wH3h3c5G3jQQiB29tJzr9zp4sHrVKpBEKO1vWMNgZmEC8PewupzuI6eu/sOEw+R4Nh6XF9QoFYJ/4eAIBPnz6NPnWNRkOVSiV8SA4wPjkHFFAH/1lSMM3QFFKGivt7d7vdaChaLJ6BKcv1OTjO0wfMYlMVacjFWDrCC3Oa+eBZyNzks8WMTKco01HYn9e5AvjBDjzCksT6AghtNBoql8s5bgdYyeLiYg5ncVejeJh8nhC8uAz8cYVAFmGpVNL777+v999/X48ePVKlUgkA9+DgIId1eYSAPgNuXXkECpfMk+n8WlgyCEQEIYzRrS2n7+THgxACxfx4T6bwzjbuh6ZpGjF9yDhS5mfjX2FJoOWRiEWyCocR4eKgFrFfSdGFV8qTQUCv19bW9Pz5c21vbwdPHKkNMYeNAxmp3+9HMRNJQeEF3GQ4hsB3eXY2BHiJCwi48177gJAfcXWy4CjtdXNzk8MQOOwAsu6uITzwR93PJfQLJZn36Ha7IeggKXm41NcFoeFhWqwdzGD2SJFLwfxzLYhPzC0uH+/JcP+cZ/N0YT/80iRMnCSJVlZW9OTJE21vb0fa8MHBQUR2WAPcHl8T5hGMw/NSqOa8tLSkSqUSAgs8gPn2kKK7V+Q43DcelBDwirQcLtcYs7OzWllZCUQeaYkWkLJab1JWOIPsQK/w676fp/pijkH44Y/Hq6UsbIaErlarWllZiWIRXtkGoNCRb7QK/QaxWqQJT2BtbS23oaWMGYZ7wCanGOt4PM7lRsCfZ6OgHQkfsVH4LgIAf9SB2mLRDTQ7azU7OxuHCSCzVCoFiMiGvrq60s7OTnxWUhQ3xWxl82J9EKngMBdrSRTdIkkRj2dPeK4/70TtwEqlEiQwvw5KA6VAOjYWIkxGKasBsb29rS9/+ct69OiRqtWqdnd3dXR0pMFg8IblwJzzvhDTZmdn1Wq1tLy8HC5lvV7X3NxcKIhWqyVpAiI7H8SFP8qg0+nkwo3F8a75yLvxbvwmHw/CEiBTzlFur58nZV2GCXu4liiSf9z8c87A8vJy4AVF9pnH9TE7iQ9jHfjzAsAtLy9re3s72m/fF/OWMj9ayrgMw+EwiCK8m6RgHKJlyJVHO3sjTp7doxMAXbDFFhYWQjtLivp67lrAPvMy5cwNGtfDYFhX3JNGptKkpuLFxUWuddby8rKazaYuLi50eHioo6OjeB5i9pjdzBfri8ZFU4N7MB9YUVgHo9EoB4Q69wPLEZeiXq8HZkDsnuHmOpYQz3h7e6t6vR4WR6PR0OLiop4/f65nz55F9OHVq1dBBz45OQkOg4c2PZel0Wio0WhoeXlZ6+vr0dDF9yTrQyGao6OjiJgwsKDJQH3wZCEpC4F4WqmUxYTZgHyOJh+E6lhwTCKvzcZnTk9PIwTosVkECGYeKDWuBIJDyvoElkoltVotbWxs6MmTJ3r06FEgzvjELCyfdzeFCAQYw/z8fGwouASY6x4OJbZ8cnISJjUmOSE13p1ioICd3P/8/DyausAkxH0hPs1cSlnlJ+YFYJQ5Go1G2t3d1cuXLyUpmog0Go0IL7JeuAgkyzAfV1dX0cEYHx/z16njPA/fY2+w5ggCBzalLP+BZ15cXAyAlhAsQlmaCDJMdDAduP5gHJ4avLS0FIKO8nKvXr3SN7/5TR0cHEQRFz+Mnh5eqVRivjjczilxVwVAuVwuq91uh0B15Yny4tkffIgQPjba3XnlknI+D0IAquz09HSOUSdlmxbfmAPFxMGrlzLfr1QqBTbAZkP6O9mCzT83N6eVlRVtbm5GcwqEi7fLlrLmHWzOm5ubOMQIoVKpFEKAQ4JgI3bviUb++yRJ1Gg0Im+BQ8Kzz8zMqN/vh2B14omUxznQwO7/9/t9DQYDpWka7MTBYBAClzwNDh3dklqtVrATicCUSiW1223VarVAzSFH8Y4cfKIXsCrR0qPRKCyRWq2mWq0Wh5z34rmkLGuyCDxDLqrX6xFd4TOsDUIMUBGCEAKABqVYgQjFXq+n169fa29vL/av81M8QazVamltbU0rKyuq1+tR6hwLhWdmr7rGx8qis5VbuMwnivBt40EIAS8dxUZnwTGV0AQe3+b/xYq/8A0ImWBeQ5t1Zhhxa+cJOErroSkp3wGYQ0AWGIcfMNEppQBKMzMz0Qvv1atXOjk5CXDLBZ+n6AJoEkYCrSc6QMLJyspKRDKYTzRBrVYLwecUZK7v3AksK6egQlaqVqsRwrq5udHi4mKEFD08RbGUVqsVoS/WDjP64GCSkX5xcRGCBDCTECSmrKP95DiUSqUIFcKeOzk5ifu49puZmYlai7y3CzoEBxGdtbW1qG/J+vf7fZ2enkZl6NXV1UDvoXkTanz58mVQjNmT3unKU5PpP7C+vq5qtZqLhLAmCHyyV6ERLy4u6vHjx5qentb+/n4u/wRWJLUk3zYehBAgVx6NmCRJrj4cGp0F97RSDquXkvLYtKRA+zHtfANAjHGuvpSRety8krIW1J4qixtB4lO9Xs9tMI/Z39zcqNPp6MWLFzo6OooUUy/xTbyfEBi+LAdkPB7r6OgoctnR3LVaLedKYXkQnsK0xKcdDAaanp6ORJNSqaSTkxMdHh7q+Pg4Dh1+cJqmUUKbgwR67XTshYUFNZtN1Wq1OKBEZfjc8vJyrt8kYcOFhYXQ9LgJPAcHiLmlvgQWCm7W1dVVtPCWFLgIQhiB5pYRgoP1JnoCyQkLxa9NBEbKBOr5+blev36tjz76KFwKxvT0dCQQueBvNpuR54IQwlJwNxeWpeNiWLpeTYrPY/E6pfve8/fW33wbBxIY+jDSVNIbZj6jeGi9jzufdc3GAsBJZ3FwFfgcVgbap1hWDHfh5uYmpC0+GkLMQR/eAWrq8fFxUGnn5+e1vLys58+fq91u5yoao+0xY6H9Es93HrpbOhCFCAdeXFxEaMtDrcPhMAQDWpAiJB9//LH6/X5oo3a7nUuB5TmwYqamptTtdmOOeB5i+QwOSrlc1urqag6XIeTb6XTCAmBtsIicDUr4lz9ubrPp+Twp21gJ5H10Op1wNzw2L2WChn1EP0qsEIg8TmnGZTk8PMzlq3Bwi9hWkiSR0bm4uBjMS3gb19fX4YZyLw+Nekr02tqazs/Ptbc3KfPR6/ViDzvR677xIIRAsSiE937z+LmnVzrV0s0nTFuvw0YBEkAn9x+5JwcYfsDs7GwAfA4wYbUAXJHSC0LPBnVMAHfh5OQkav1RYBRModlsxrvNp6lmP/xQnaUlya6JuUuDED5fq9VyfQrAMrA+iNMj+GBNEg0gQ67X60WrNPx6SWG+43oxrxcXF+p0Om/E8XlnNK/PC2tWqVQi1u0W0uXlZTDisGrcFZAU7gL34OBLk8NS7LbDmsKcZB392uwTPyy3t7c5HgAFTom8QNVmbwL2AjJSvJaUY39OKMhEAdzt9ErT3B9rDO0/MzMTGZBYMcPhMFwsB0adjn/feBBCQMpaVUkZICcpd6ABONhUHFpfdGecYRpyODjoWBt8fjweh7mFRiAkBaDiFsH8/HxsRJ5zfn4+V4jDM7rIwafc2dRUVmQCUDEwkctLfc+f+BMq9Xq6ajT0D3/qpzS+K61FyjR4CdYPCD+axyvMUDOA+ZCUSznFbzw6OgpwD2oqjLdWqxV5G5jcWEkIVT+oJMZ4IU1fJ68SJemNw4el5inWnpXJ4XL6OBbaeDyOA8X10apgP6XSpPaBp+pySD3nhGeD0MM7V6vV0LLcw/MdsMIALxcXF0No+P1oNQeWg2DFynBl6FRxJzzhqtze3qrVakW0oljTwC2y4ngQQsA3ExWF/eVh1gG8kdxCtpaDgxxoTHpMaQ8hlcvl3AZxhiCmE/0E6vV6Drj0Ftgs1srKShyg4+PjAGJYcMxEWHT1ej0wAI/Bj8dj1V68UKnX08zlpZJ+XwsvX+poaytYghxkBKCUgUeAaR7VcMYhG/vy8jIsHarZkM2G6U9DVGniDng0Be2HZuIg8hwIQBBufsb8eQUenqter0fGHpYUv8cyc9P74uIiYvxeaQqBU8zaQ0Dxecd0PKrAvvPcEvYK78v7+TPC+yBSRd1I3KcivXdtbU3b29u5+hJEd3gWBxJxW3h3XBPCtVio5KugcGBGPnhLwJN8+H+RQ+7UTz+wxZfzzQWA57jBfb7RxcVFaHbn+HN9tJ+UxfjZeBTABITBXAfxljKsgbJetKBi4APe3t7qotnUZa2mOUlXjYaO2u3QiAge71Dk7w0Cje/pGYqejIL2f/XqVWhGAKq1tTUtLi5qfn4+OiIBUno+xeXlZS7274KVQ4x1gOWBViKdmudxAcJB9uxQ3AMGBCUKnDiRZnp6WmdnZxoOh7HW3I+1YN3gjCA4PAfBLUDmnX15enoaVpc/F8k67CM0v/P68fEhAnGweffRaJQjfrlLybPf3t7GnOJ2okjcgnZ6fBHb8vF525D9D5K+fPeRhqR+mqbfnUyalPwzSb9697tfStP0Bz7DPQJNpoCIs9WIEOBH8dIOeHjiBIcXthnX8FixZ+mhETzOyqH0ZCH/m+t76jHuAJYM1gkCANNvaWlJ1Wo1ipI4cjuendX/8hf/olqHh7p4/FjXkkp2ALE4fPMhEDkMuEue/ee1DiRFFECauAxbW1t6/PixFhcXA0T1asnE3WlcgqXRaDQ0MzMTdRGkrBAoBwZXDK4HYTfem8pP1ATwg4Mp6yAcxTiZf8BcLC1cpiJBBu2PCe0RH28Xxs/Iz8CtwbxmHVy48GwAwBxkrxi8srISLha1DT0XgegPCgaQkOdx/IJDj+XAfLPGWBG4Ml/UHfhZFdqQpWn67/HvJEn+kqSBff6DNE2/+zNc9914y7gpl9W/o56qYBG9G+/Gt3p8oTZkyUQM/n5J/9oXeQikHH67Z3sh/fgdEtxpuZi8UkYDJgwEio/ExqxCSxQ5/phXSFAAOXxEJ3HwO7SHV4Fx8oykAHqwTEqlUsSdmYNiFhvX410ODw8DdCLeLGU1F7BiPLZOtEVSIOOHh4fqdDpRgLRarUaaKqFafHMpDzIBfBHRcZo2cX80MXNbKpU0PRqpenCgwZ3PCuNTyurtHR8fa3Z2Nlqzw5JzJiPfRbuxnlgAaF3PqONvz6nAIiDcSf5CsVIQ32dP8XvMcmdbMsewDx2rAtNwn98tT0K1WADsUTfj+RmAo9e2KO4hrCS3Bt42vigm8NskHaRp+uv2s6dJkvwTSUNJfzZN03/waRdxIcDEsgAsMqQggCjAPF7a2Xn48WxkzESnihZjzrggDmZhemGqSdnmorAEftnZ2VlUqQG84R5seBcAHE5P52Ug6Lj/2dmZdnZ2tL+/H7H9ubm5XJstn4siEQbzGfN/f39fFxcXcfg3NjbCN3WhwQYmwoIwAHgbDAYhNIouCqb99fW1kosL/b4f/VHNDYe6rNf1f/3lv5zDWY6PjyM0CUgI5wFB66g4BxRXjvtzz1KplON/AFwywCnYc8wf5d74DFElwpCQrxAkXlEaN8mBQpSZE3ycz8K/wUdqtVq0MsOdcTeDPU+48urqKupQIBhZM8etKJX3tvFFhcAflPTz9v89Sdtpmh4nSfI9kn4hSZLvSNP0jT5jSZJ8n6Tvkya92t23hynHcBYUlgJkiWKyC5yA0WgUsXFn6zmqzsCX4o+Ur3nnUhQt7yg3mxAgpsjQwgpwZqOHl7iuazHqAJydnWlvb08vX76MKrdUmOGdPQuNKIQjyzQjffXqlaRJCA/uwMbGRrDjSH4CI3ESFREacJk0zRqOEK1xngBWgyRtdzqaGwxUurqSBgOVPvhAHWXx8FevXun8/DyKslAdiIPMwSPXgEQgX3cODnvEq0FxaMFhvDo0QKprdUkBQs/Pzwe2AlGHEDOIPnNKD0ruCYiKtdVut6PxLrF+KSv0iqB1hcjhRasjjFhv5gjyFs8DdlEs2HPf+NxCIEmSGUn/tqTv4WfppBvx6O7f/zhJkg8kva9J09LcSK0N2Xd+53emHDSKNdrncoU+HLgjrAWiLynaeCO1PU0UTe2mM1rb3QKsDjdZPRmIWDHWA9mJUuaaeJiTQh+eH+DhS+6BOY21cX19rU6no5cvX0b5tXa7rcXFxTfSQ9lEFK/wn8MhwJUYj8cRCQCh9sQZ11g+17ACca/YyLAwHQWHEFQul9VfW9NFrSYNh7qo1bTfaOiy14uMvYODA01PT4dL4vF6FzgIDebxPhQeK6Uo7F3IsS8cmPM+BdyXfZAkSa57FKQjFII0ATfp8uwmOiHh5eVlbW1thVvJHEM9xpJEsJyfS7u7S1pfH6hczsq64yoQ0YLHgKBkjbrdbpwZomlvG1/EEvhdkv6/NE13+EGSJMuSumma3iRJ8kyTNmQfftqFeEiIOySbSFns1k06R2uR3i712QAceHxAPkcMVsp64PF914BsQDY5n/cafGxIWpo7cca/I+XLVLl5zUbjnUejUTSS+PDDD0MDUp0HTj6HgiQVas9LiqQUj907B5+NSagSkxL8AReK5/cyXJBxMGkJjfF7j7FjVXz9x35MrcND9dfWdF0q6XQwyFGNaWRCf4F+vx/WHM/nLbxYN+YOQc6aMI+ScvgRSsPrRECC4veSwi30tXcLBCGNpkZIYWkwD7Sdp9kLe4s9ibJygX5xkehP/+nfpcFgTs3mlX7mZ35RpdJEqPg+Ya+x1weDgV6/nrT+JF8Et6XIovTxudqQpWn61yT9AeVdAUn67ZJ+PEmSsaQbST+QpmlX/xyDA+VmvmeJYd7MzMyo0WiEW8Aokn6krCaBm3F8B4BLymjJTlnmQLNJnCyD387zTE1NipkeHx8H2MR1yuVybGJPCnJflndmM8FBL5cnpdPJWvO6iZK0t7enw8PD8AEJwXmpcU9B9b510Hph3PFMnmsARRnX6vY2y6mHdIT5y1yAI4RVsbCg81ZLyfW1ru4yBnlfZ88lSZIrAoKVh4BiPllf3g9LCx/YrUZ+5oVjEACnp6dxAN1dw9rBpOfefg1nuQKYHh8fB1W72WxGchY4jvcKhBPgWM7MzIw6nSUNh3MajWbU70u7u4va3p7Qs7G+nFtCKPb4+DhqCbqwcyV33/i8bciUpukfuednX5f09U+7ZnFAfsAfdVSdxYLDD8iBNi8KDQYbhY2ItET6+oYCmPSf+eS6ye5xYO8eBBCDaebo+tnZWYBxoPpIaT7jlgN1BzEvW63/v71zC3H1uu74f2tGM6PR0egyl6Nzjs/NxgTSh5hQSqEQUuglyYvbh0IKoaEU0ofkLQ9JSaANeakDTsHQBlowTh/ckIemzYN7CaHQp7pJITiJIY7tcxvNRZeRNBeNNKPR1wfpt7T0ecZOYvtIZ0YLzPhoNNLe39577bX+67/WKmhtbc0QYZhp+PhvvPGGGo2GEomEisWikWtwgeKMPg8u+ZsFgIrDxcZpNBra2dkxs5tYv7/xvRtHhWRcMzIfWUOUIMKzj1O4+R3+PCa5nwtrFq9W7C0H8AKAOvZUt9s1q455ezfEu6isD5/N+7C8sAhIKiO7j8PIZRXPCyDRCQt0YWFBH/rQvJaXT1SrBeVyRyoWGwYS+ggUe4+cj+3t7RGLgu/07slpMhGMQY/2cxN735+bwRNISOnl5mdRyEvnfdzAmF2SRrK5AIV4wCTIcJh9qI2fgIWYpYeHh0aU4ZB7cJCblkpCbHifA+DRff4Ok5Q5Qh5pNBoql8vmU3urAwVKtRyvrHh+vlYAG5SIBxaKH9/GxobW19dtjXjurAkHAIbh6uqqVldXR3oreFZcPEzLZvXmO+Siw8NDA9a8SYsFxTi99cfNz5r5PUZ2H+vgS6p5JQB+ANDKmnI5QOHG9I+iyJQeFZH4frAffxvzDFgfsAGUz4sv/livvtrTrVttLSzMqdMZUtfJP8EFqVQq2tzctGQu9n6cNn+WTIQSQLgB/KA95xqznnAbYIlfbGm0bRgbA1cAN4DwGp8FOs+h5hZgUdmAJCVRaINNWK/XDY8gF54FwaRFK2MqS7IiJH6Dw08HgIS6isJqNpsql8t2+Lh5iQgQDSAM6Cmy0jCrkWIkbEi+Mw4iEWbc398foQoDGLZaLeXzeUs3vnr16ohf7suqgbrznzTsC0AoDYXFumKNeQuR/AwUBSxHT1f2t2Kn07GymLUuAAAWbUlEQVTDAruz2+1qbW3NohG93jAFG3fLu4Lx+fhqRx6jQGlhgaBEaNTC53S7Xa2urhpFm2faV1BHun27O3CDh1iWB0Hb7baazaaq1aru3btnIWCeabfbNdB64pWAD8PFE4gkGRHEZ0+xYbhZPC6AD+S58ygW/Ck2OnncBwcHI4k/PsYLN0GSae+DgwM9ePDA/DI2LkAmY2Q8gDOgtRA4PPfeRyLwzVFSJycnlolYKpVUq9Xsmfl0VPzSer0+4iuDIzAH8ulPoxR7k1mS1TXc3d01kBY8BHcjm83q8ccfl9TPOuQZ+qYY8f4QcW6E51H0ej1rF4/CRmlA2+31egbszc/PW6s5lL5XIpVKRevr65YtiZLhWXBZsI94VpjwrAHmPMrQJ1ZhdeJmeVzDW7e8nwvD4xS9Xs9cm1arNbInoCFjoZCtWa1WDYfyoCFcA49jnCYToQT8JvQsMGnop+KLcSi9qcWEpaEpiRmN+U5Vorig8f0N4m8RfFkONOZXrVazjkYoAq+kfLJSvIusNAShfNyXGyMMagYyHqmvKLe2trS5ual6va75+XlLRqGqLxYIYUI2FQfJb9h2u61KpWJVdxgD5r3vMYjf6q0VX1yDBDBcIc/85AbHJQIH8SXhACnjURqE8SL8v/fPT06GRUPy+bxZXVIfKb9//75KpZKkvtviY/LlctnqGIAjMH5IUbzmU3oXFhasJgLuI2xWnpvP/iPpijlTqITiIFhluCKsOz/BqPzhZ/95YJf18bkEbyfTvgNTGZHZoyMVNzaUfBsgaSrnSybGEmg2m2b+ePReGlZJQeNjUqPtPWjoLQoKg3gTifdgWvoCkZiRzWZzhDjC76Q+++7u3bsWkvOo8WkZYVI/FRbU26PizF0auhmSDH2XhtEIfwNQkYZ8/0SiX/+OKr31et3CdOApgFZ8JiY+6bgLCwsKh4f65LPPKrW3p71USs986lM6Tg7LhGNVeN8UU9+HTqW+uby4uGiuBc+f5+qr7GCB8DrkIJ9f79l5zWbT8BIPaHrLqtfr2Xio8QBlnFTpdrvf9t03WPVcfV+V2tO92U+EYyVZYRZ4H7irx8fHIya9p597VxWU31umuMaSrIoVPATfrwJXxOc2gEkR2Xq/yELvmXAo/cA9H8CHlDC3fGwVpSANC2vEX8ds9IAdf++7AfuoBGPx9Q3wuWu1mtUHSCaT1lMQU/rk5GSknoAfn99IKIvZ2dmRGDJhPDYNrcbwLZeXl80URTHOzs6OlOFmQzI3zHVi3zQpzefz/Vj99rYW9/c1NzgQV3d3Vbp82ZQSypADA6kI39pHX5gTdGqP03gFKg2pu4QSfRgW96ZarY5scB9RYTzLy8s2luPjYwvflctlA0EXFxctlduTvlAEKCwKfxaLRYsk4CbiyxN1kYYcExB5TzTiMz0wzV6GHeojYN7VYp8DgIJh0MeAdmYoUj6fz/CU6bNkIpSANCTbxH3wOMkBjeY3uDTU4L60lH+QIP4+/svn+6y0S5cuqVAoGDUTAI/Fpv5eLpfT2tqabty4oVQqZbcAvqL3YVmQeHFUSSOAYlxbowy8IiMGXSgUbGH9BvVglK9Z5xNqIJFIGvEbqysral26JO3t6SCd1u7Vq1oY3IBLS0uWX0/eBDdRoVAwXgBrRNgOZcCN7UO4vgSaJ2hxMFD+8BSYTyqVsm4+6XTawF3AymazaQVdpb4CDSFoZWVFxWJR+XzeCnCAF1WrVTUaDfuOfD5v0RbwHpQa4yRkyjNljXgPVo0vXeatH+oEMm6UH6ClX7ODgwNThuVy2QrNouj4bg8AsneSyeRI1mlcJkYJ+Coo8bCMR1d9vN9ndPlmlZih0pAtBnLsQSp+TxViTHli8izG7u6uVXGt1WpWOiufzxuwA68fM9MfaM9b8HFzH5oDgZZk4BENQkn9bbfb1vjUHxxpCJ7BD/Blp7j1fX5DnA4t9QuavPD5z+vS+roqy8uKZmY0O3g/ipXNR9k1biefF0HoEj4H5rlPqvEFMaD++htT6ison5jjlR49CigBNzMzYy5lqVRSqVQaSfstFAq6du2arl27ZhT1KIrMZfTkM/aRNIxW8d2eqYd7wJjJHC0UCtZk1dPafUlxngXrTi4IezmZTNq+kGTdke7evWtWoSdYEVqP9xdYXFxUsVjUzZs39fLLL7/14GlClADJJsTS4yQdH0Zjo7Dp8Rs9RZibENP/+PjY/Hx8Yw4p7sPc3Jw9dFB1xtLpdCwGCzMPMoin5vLZ+P++94CkkQViA5CCSuVeaUjTBdGv1+vWQSiTyejy5cu6dOnSW24Vn+nGvGdmZoxY40OEvkW2pwN3EgntX73at4oGSgMsgHHzbx/ua7VaRhaKWzue5NRoNHRycqJCoWDuTCqVGmkRhhWws7Oje/fuGXKPMsXayWazWllZ0czMjLljOzs7hp1wQIvFoh577DEVi8VTi9JC8Y0TepiHz1Xh/YTwfLo1pB/Sq8FeeJ3ojTSKT3GD4zbhOsH4lPpJVqVSyTp1QVTyF6dPKkN50c7Mt7iPy8QoAV8owVsC3tziBt3b27ObLJ6P790JHiRFKzwP3IdqvGtxWi02KMjSsL9foVAwvxQT2Ssjf0vgr/lU23Q6bTcHNfcBvnzHGOLzbPpisWhKwBcdXVxctAxAwqHcIrg8bDz8Se+3e0afZwVKoz3/PNMwXnsQoo3PuvO9IjH1SRTyadUobmnYkahSqejg4EDZbFa9Xs8UMVYX5KSdnR1tb29bOfder2cFUiTpxo0blpdweHhoa0ysHzyAAp6MwR9Iak2Q3s08WeNMJmO3vWefYjFw2H2iG7gHVGNoxIS5fUIY9Q9yuZxarZa5Oj6EHscbaGHuXbXTZCKUADFzzEJpNHUXn5rbk8kSSfCMO1hp+/v7Vq9tb2/P8rE9w0wapuBKstsSPAFwDwSczyfZBe0OsuutFp/1CFjEd0iyxefw7e3t2aFgPO122/y/RCKhtbU1Xb9+XdlsdsT342bmALfbbbN2QJr9GMht8EAoz5H8fZ6/JNtgHi3HZaKDE2Qm3g+JiM/hGYIv+FRl3BMUZ7fbNZ+f3ANPA8avPz4+VqlUUrVaNeAwmUxaURLKb3MAyE1Jp9P2nfv7+1YjkU7KrBOgMAcby5PPob4i82PMsC5JEYYl6lmSKEcAYP+cqcyEskbS6bSxBHd2dkbcYDAK1hhLFPbixJOFMK+9pvS3KKY6GlKSseBAxD3yjenvLQrMTG4ubjSSdLiNsBawLkjW4f1sel+dCN+Umw5TkO8GMPSmn6SRucb9R27Ter2udrttHZBXVlZsQ850Olra2FBvdVXJQVRAkjH78F+bzaZZWXwf7hdU1lQqZS6Gv+mk0TZqRDHIbAQTOTg4sFsLPILKP6wjf+tzCaRRUI3vIiOSv19YWLA23SsrKwohaGdnR1tbW5Y7T1dfynj71GNwC087Zwz4/N4VmJub0/LysgFrnU7H0ps5XPQukIY3O/uBfca+rFQqI2CuT0kmQYnv2dvbsxCpt3ABB3nOuE0oc+/qzM3NWaNT393qNJkIJSANtSBACRqWA4s1AOsMxUEox3MBfOwYReABRW4baVi5lvfj80rDxB9vaqHhcQX4PEpDedckXhHYuxo+ejE/P2/NUqVhhWVukGQyqdXVVZur1O9S9Dtf+IIWmk0dLi3p3772NYVBpWCfT8EYPVi5sLBgXYW89YEVEHfFUL7csrlcTqlUyhQSQJXn1JO6TPViT5H1n8fz89EKblQf7iMCwHtarX579a2tLbuZsTKWlpbMN2dP8Pn++326NjUWWIdcLveWkvV0fka5wN2QhlYGVgB7FMsUsNZbrB7wZu/Rz/Lw8HCkhgMdorDivFL3UQeUDFWjisXiiNV1mkyEEvDmN7eBp0tKGskuRGv6UJcHveC9+3LLKBD8W28e8bc+IcQfcNJfGSuKiIfr3YBOp6PjZlOpe/fUKBZ1Eqsj4E1u79N7Mg9gF/kS0FOTyX779NnZWa1sbWmh2dRsp6OF3V3N37mj5hNPGD7gW4+l0+kRcg6+JbcycwUx53mx+UnD9dhNsVjUlStXRnof8jl8F4g7z4h5E9Hxa4yCQIHv7e2ZBUZHJJQMYCokIB8SJVpAsVJJI2AvPJN2u61SqWSlzVBwvsHq3t7eW6oY8feArr4LVLvdNoo2YHS8XwXv5zLhcvI9I1EAW1tbpmRwDbh8vAvMc/Gdpwhfw4fwbkVcJkIJSMMGjSR+xG8yHj5Zd/jj0rDOvTQkwvjPQHw4zLPziMdzCOAHeHSdVGH8yN3dXSO5+BoIyeNjfeTLX9Z8o6F2Nqt/+epXJccg46bwRU2koSKQ+jFqwEwiDSgu5lq/fFmdXE5qNNReWlJtdVW9oyNzkyjYKfVJNLOzs7ah8H15Hr4gCCEz2GmSdOfOHa2vr+vkpN+F+Pbt2yoWiyO+ticLScNOUBx2z/Ik/u6Lw7LOuHPcgiDmR0dHxuHncAGsZTIZK5hKV6LDw0PNdDrKlErq3rhhwB0mdq1W0+bmprktnhPAM/GWEyxGFAB7xkeZfG6BdwUlWX0ILA0UJWQibnhwqVqtplKpZGvA53Lg6avpMbJkMmk4yPXr15XL5WzvooxOk4lRAudFLq2va94V1cxubqr5xBPv+feczM/rv557TpfW17WZzeqk19PZPWYunsx0OvrdL31JC82mOrmcvvf1r6v7NiW2LrJMjBJAc+IneVpwPC/Ao+8gux51xa/37gLmoI/9SkOABn9Skt0W4Au+EGez2VQmk7EONDAUYYcd3rql9tKS1GzqMJtV/fJlJdy8cGnw/zB7KbctaaQ/YLfbtQw7D5hFUaR2IqHG2lrfxdHQqgAl9taUb2SK/0koMZHotzbDpaHs1vp6v3zk1taW9QmEoQfVlTbpntYLAu9Dp5CDKOLhLQFM4mazqUqlYkxELK3FxUUdHh5aERVYdktLS1pZWbECpaDgx8fHWiiVND9wl9RoqFAuq3bzpgHEoPU8AyJUHngGW/GvcWOHEAxP8nuYegCY9d6VbDQaxqWQhvki7EWsJjJVPRuQz6GqM9RkBEDUVzP2LvHbyUQoAQbpKcEoARhvkDNIFMFH42BgzjJpFsqH2zy45wVTnBAYPh2obSaTscXDZeBzYMXB3DqamdE/f+UrSr7xhg6uX1dXUnIQHgMElPoHsVKp6P79+6pUKpJk5vvBwYHK5bL5pFSd8bX+fB153CMwA9+Eg7wHeP7SMCxKRSQOE25Kq9XS3bt39eab/Rqx8A9yuZwxFQnDws7zSVepVMp8cpQuWEg6nbZn65VAIpEwUMwnvQAsohTZL6urq7p165ZtfPYCyu/g+nV1slmFZlPtbFaNYtGUGNgQBCaANkhBjMmHQbkMOPzeFZBkf8fz881jAThxPySZOzU/P2+5JjA+a7Wa0ZR5pp4YhrIBA6F5Lr0apCH3ArwlnrjmZSKUALK4uGiD5xYDvKLDqiR7QJ4l6EEmQlE8MPIGCL35go9U5eWwsNg+XpzP5w0TwF/1+d4kf6Ct24mEqleuKBmCNIgFEyf3DTdKpZIqlYoxGT2hgxsHcpKP24MGe3ATX/K0UKrnWCAAV41GQ3Nzc6rX60ZQ2d7e1sbGhvngUh+svHLliiHkNAwBvMLS8uvR6/WsjTcYiqdm+7AV/rAPi2GlAI7iT0PNha9Bzj74QafTUSuR0EvPPKOljQ0dPf64wiAEjR/uw7tgAVgHkqxSE8qM6r3eOvDjhytCEhkFTPH9eTZYMycnJ1peXh6hrPsIC1mbKHN8f/ga7NHl5WU7/B5sJVztsxnPkolQAiTo0FDDM58SiYTdzDAEAewkjZhyfBY/iQRwA4LOez6CdxEAbzjU8Qq10rAsVLlcVj6ft4Pq3+8PIWOUhtmEnU5HGxsbqlarZsmc1j7aF4ngcz3fAImDVURHaDPGrcpz8NYVmXCvvPKKhcXYwL4EWzabNdIOyDxujE+YQXiNzDisOGlYZIW5+dsNCyOKIsvP4Jb0lgy0bWjf3Mwc4mQyqZlMRgcf+ICZ8URbEomElVz3z49GKpIsxOhBS8bgM1rjYLN3tSBp8X2pVMoOdalUsvJvWEkoKR9i9MrfU7bT6bTVcsSCZA9Io2XfT8spGNlnZ/7mIYo/hBCAeLjUk5eGOd1oe5JI/O3BQfC1+H2NQhh1PpzFLY+S4Hfw2Tm40uiGYVMR54ZKi7mO6U+yjdS3JNbX1/Xaa68Z4g4N2dNopWF7tnq9bvRmXAOfPMQzbLX6rdGr1ar5uiSttFotK0eNvwq/odVqaXt72xRbKpVSJpMZqVyEad9oNPTgwQM1m01TqKwZ5jE3OqHF4+N+PQNcKd9+jfnyjH24i0SparVq0RLWjI7IuAFYFxB5/OEhisB4sQYzmYy5Shyg04hL8PpxD0lK83uz3W6bm4Grwd9CmmJvSv305v39fV27ds1ISShUMCjfEIULjRBwNptVoVAYqU4E6YtnxPnxocrTJMRTdcchIYSKpANJ1XGP5X2QFZ3PeUnnd27ndV43oyhajb84EUpAkkIIP4yi6NfHPY73Ws7rvKTzO7fzOq+zZFpjcCpTueAyVQJTmcoFl0lSAn8/7gG8T3Je5yWd37md13mdKhODCUxlKlMZj0ySJTCVqUxlDDJ2JRBC+FgI4WchhNdDCF8c93jerYQQ7oYQfhxC+FEI4YeD1wohhO+FEH4++Jkf9zjfSUIIz4cQyiGEn7jXTp1H6MtzgzV8JYTw4fGN/J3ljLn9VQihNFi3H4UQPuF+9xeDuf0shPD74xn1+ydjVQIhhBlJfyvp45I+KOmPQwgfHOeY3iP57SiKnnJhpi9K+n4URU9K+v7g35MuL0j6WOy1s+bxcUlPDv77jKRvPKQx/qrygt46N0n6m8G6PRVF0UuSNNiPn5T0a4O/+bvBvj03Mm5L4DckvR5F0ZtRFB1J+pakp8c8pvdDnpb0zcH/f1PSH4xxLL+QRFH035J2Yi+fNY+nJf1j1Jf/kZQLIVx5OCP95eWMuZ0lT0v6VhRFnSiK7kh6Xf19e25k3ErgmqQH7t/rg9ceZYkk/WcI4f9CCJ8ZvHY5iqJNSRr8XBvb6N6dnDWP87KOnxu4M887l+28zO1MGbcSOK0OxqMervitKIo+rL6J/NkQwkfGPaCHIOdhHb8h6QlJT0nalPTs4PXzMLe3lXErgXVJ192/H5O0MaaxvCcSRdHG4GdZ0nfUNx23MY8HP8vjG+G7krPm8civYxRF21EUnURR1JP0Dxqa/I/83N5Jxq0EfiDpyRDC7RDCnPoAzHfHPKZfWUII6RBChv+X9HuSfqL+nD49eNunJf3reEb4ruWseXxX0p8MogS/KamJ2/CoSAzD+EP1103qz+2TIYT5EMJt9cHP/33Y43s/ZaypxFEUdUMIn5P0H5JmJD0fRdFPxzmmdymXJX1nUDFnVtKLURT9ewjhB5K+HUL4M0n3Jf3RGMf4C0kI4Z8kfVTSSghhXdJfSvprnT6PlyR9Qn3QrCXpTx/6gH8JOWNuHw0hPKW+qX9X0p9LUhRFPw0hfFvSq5K6kj4bRdHZZXoeQZkyBqcylQsu43YHpjKVqYxZpkpgKlO54DJVAlOZygWXqRKYylQuuEyVwFSmcsFlqgSmMpULLlMlMJWpXHCZKoGpTOWCy/8DBQFvUnRFGiEAAAAASUVORK5CYII=\n", - "text/plain": [ - "<Figure size 432x288 with 1 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Number of objects: 25\n" - ] - } - ], - "source": [ - "# Load data\n", - "in_dir = 'data/'\n", - "data = imread(in_dir+'nerves2D.png').astype(np.int32)\n", - "\n", - "# Get centers\n", - "path = in_dir+'nerveCenters.png'\n", - "centers = imread(path)[...,0]\n", - "\n", - "centers_small = np.transpose(np.where(centers==1))\n", - "centers_large = np.transpose(np.where(centers==2))\n", - "\n", - "\n", - "# Show image with centers.\n", - "plt.imshow(data, cmap='gray')\n", - "plt.scatter(centers_small[..., 1], centers_small[..., 0], color='red', s=6)\n", - "plt.scatter(centers_large[..., 1], centers_large[..., 0], color='blue', s=6)\n", - "plt.show()\n", - "\n", - "print(f'Number of objects: {len(centers_small)+len(centers_large)}')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Unfolding\n", - "To detect the objects (nerves) using layered surface detection, we first need to unfold the nerves using a radial resampling." - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "from scipy.ndimage.interpolation import map_coordinates\n", - "\n", - "def unfold_image(img, center, max_dists=None, r_min=1, r_max=20, angles=30, steps=15):\n", - " \"\"\" Unfolds around a point in an image with radial resampling \"\"\"\n", - " # Sampling angles and radii.\n", - " angles = np.linspace(0, 2*np.pi, angles, endpoint=False)\n", - " distances = np.linspace(r_min, r_max, steps, endpoint=True)\n", - " \n", - " if max_dists is not None:\n", - " max_dists.append(np.max(distances))\n", - " \n", - " # Get angles.\n", - " angles_cos = np.cos(angles)\n", - " angles_sin = np.sin(angles)\n", - " \n", - " # Calculate points positions.\n", - " x_pos = center[0] + np.outer(angles_cos, distances)\n", - " y_pos = center[1] + np.outer(angles_sin, distances)\n", - " \n", - " # Create list of sampling points.\n", - " sampling_points = np.array([x_pos, y_pos]).transpose()\n", - " sampling_shape = sampling_points.shape\n", - " sampling_points_flat = sampling_points.reshape((-1, 2))\n", - " \n", - " # Sample from image.\n", - " samples = map_coordinates(img, sampling_points_flat.transpose(), mode='nearest')\n", - " samples = samples.reshape(sampling_shape[:2])\n", - " \n", - " return samples, sampling_points" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Now that we have a function for unfolding image data, let's test it. The result should be an unfolded image, for which we can use layer detection." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "<Figure size 936x360 with 3 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "samples, sample_points = unfold_image(data, centers_small[4],r_max=35,angles=30,steps=30)\n", - "\n", - "plt.figure(figsize=(13, 5))\n", - "ax = plt.subplot(1, 3, 1, title='Sample positions in data')\n", - "ax.imshow(data, cmap='gray')\n", - "ax.scatter(sample_points[..., 1], sample_points[..., 0], s=2, color='red')\n", - "ax = plt.subplot(1, 3, 2, title='Sample positions and intensities')\n", - "ax.scatter(sample_points[..., 1], sample_points[..., 0], c=samples, cmap='gray')\n", - "ax = plt.subplot(1, 3, 3, title='Unfolded image')\n", - "ax.imshow(samples, cmap='gray')\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Detect layers in object\n", - "Now that we can unfold the nerves, we can try to use graph cut based layer detection.\n", - "\n", - "Since we want to separate the inner and outer part of the nerve, we will detect two layers per nerve. We will use the gradient image for this." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "<Figure size 720x360 with 2 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "from slgbuilder import GraphObject,MaxflowBuilder\n", - "\n", - "# Create gradient-based objects.\n", - "diff_samples = np.diff(samples, axis=0)\n", - "outer_nerve = GraphObject(255 - diff_samples)\n", - "inner_nerve = GraphObject(diff_samples)\n", - "\n", - "f,ax = plt.subplots(1,2,figsize=(10,5))\n", - "ax[0].imshow(outer_nerve.data, cmap='gray')\n", - "ax[0].set_title('Outer never data')\n", - "ax[1].imshow(inner_nerve.data, cmap='gray')\n", - "ax[1].set_title('Inner never data')\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The surface will be detected where the data pixel intensity in the images are low. This corresponds well with the data for the outer and inner nerves shown above.\n", - "\n", - "Let's detect the layers. We apply boundary cost, smoothness and containment constraints. Here we set both ```min_margin``` and ```max_margin``` constraints for our containment. Then we use ```maxflow``` to find the optimal solution." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Maximum flow/minimum energy: 4754\n" - ] - } - ], - "source": [ - "helper = MaxflowBuilder()\n", - "helper.add_objects([outer_nerve, inner_nerve])\n", - "helper.add_layered_boundary_cost()\n", - "helper.add_layered_smoothness(delta=2)\n", - "helper.add_layered_containment(outer_nerve, inner_nerve, min_margin=3, max_margin=6)\n", - "\n", - "flow = helper.solve()\n", - "print('Maximum flow/minimum energy:', flow)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We can then get the segmentations and the segmentation lines from the *GraphObject*" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "<Figure size 720x720 with 3 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "segmentations = [helper.get_labels(o).astype(np.int32) for o in helper.objects]\n", - "segmentation_lines = [np.count_nonzero(s, axis=0) - 0.5 for s in segmentations]\n", - "\n", - "# Draw segmentation\n", - "f,ax = plt.subplots(1,3,figsize = (10,10))\n", - "ax[0].imshow(samples, cmap='gray')\n", - "ax[1].imshow(np.sum(segmentations,axis=0))\n", - "ax[2].imshow(samples, cmap='gray')\n", - "for line in segmentation_lines:\n", - " ax[2].plot(line)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Detecting multiple objects\n", - "In the image data here we have marked 25 different nerves that we would like to segment. We could segment each of these individually, the same way we segmented the single nerve above. To get a better segmentation the large nerves will need to be samples with slightly different parameters than the smaller ones. Although it is not the most memory efficient way of segmenting the objects, we could just add all the object to the graph at once and get a segmentation for each object." - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "# Lists for storing nerve objects.\n", - "nerve_samples = []\n", - "outer_nerves = []\n", - "inner_nerves = []\n", - "\n", - "# For each center, create an inner and outer never.\n", - "for center in centers_small:\n", - " samples, sample_points = unfold_image(data, center,r_max=35,angles=40,steps=30)\n", - " nerve_samples.append(samples)\n", - " \n", - " # Create outer and inner nerve objects.\n", - " diff_samples = np.diff(samples, axis=0)\n", - " diff_sample_points = sample_points[:-1]\n", - " \n", - "\n", - " outer_nerves.append(GraphObject(255 - diff_samples, diff_sample_points))\n", - " inner_nerves.append(GraphObject(diff_samples, diff_sample_points))\n", - "for center in centers_large:\n", - " samples, sample_points = unfold_image(data, center,r_max=60,angles=40,steps=30)\n", - " nerve_samples.append(samples)\n", - " \n", - " # Create outer and inner nerve objects.\n", - " diff_samples = np.diff(samples, axis=0)\n", - " diff_sample_points = sample_points[:-1]\n", - " \n", - "\n", - " outer_nerves.append(GraphObject(255 - diff_samples, diff_sample_points))\n", - " inner_nerves.append(GraphObject(diff_samples, diff_sample_points))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Here we also add the sample positions to the ```GraphObject```s as they are needed to draw the sementations on the nerve image." - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Maximum flow/minimum energy: 212430\n" - ] - } - ], - "source": [ - "helper = MaxflowBuilder()\n", - "helper.add_objects(outer_nerves + inner_nerves)\n", - "helper.add_layered_boundary_cost()\n", - "helper.add_layered_smoothness(delta=2)\n", - "\n", - "for outer_nerve, inner_nerve in zip(outer_nerves, inner_nerves):\n", - " helper.add_layered_containment(outer_nerve, inner_nerve, min_margin=3, max_margin=6)\n", - " \n", - "flow = helper.solve()\n", - "print('Maximum flow/minimum energy:', flow)" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "<Figure size 1080x360 with 25 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# Get segmentations.\n", - "segmentations = []\n", - "for outer_nerve, inner_nerve in zip(outer_nerves, inner_nerves):\n", - " segmentations.append(helper.get_labels(outer_nerve))\n", - " segmentations.append(helper.get_labels(inner_nerve))\n", - "\n", - "segmentation_lines = [np.count_nonzero(s, axis=0) - 0.5 for s in segmentations]\n", - "\n", - "# Draw segmentations.\n", - "plt.figure(figsize=(15, 5))\n", - "for i, samples in enumerate(nerve_samples):\n", - " ax = plt.subplot(3, len(nerve_samples) // 3 + 1, i + 1)\n", - " ax.imshow(samples, cmap='gray')\n", - " \n", - " ax.plot(segmentation_lines[2*i])\n", - " ax.plot(segmentation_lines[2*i + 1])\n", - "\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "While most of the segmentations went well, if we look closely we see that some don't look right. If we draw the lines on the original image, we see the problem." - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "<Figure size 720x720 with 1 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "def draw_segmentations(data, helper):\n", - " \"\"\"Draw all segmentations for objects in the helper on top of the data.\"\"\"\n", - " \n", - " # Create figure.\n", - " plt.figure(figsize=(10, 10))\n", - " plt.imshow(data, cmap='gray')\n", - " plt.xlim([0, data.shape[1]-1])\n", - " plt.ylim([data.shape[0]-1, 0])\n", - "\n", - " # Draw segmentation lines.\n", - " for i, obj in enumerate(helper.objects):\n", - "\n", - " # Get segmentation.\n", - " segment = helper.get_labels(obj)\n", - "\n", - " # Create line.\n", - " line = np.count_nonzero(segment, axis=0)\n", - "\n", - " # Get actual points.\n", - " point_indices = tuple(np.asarray([line - 1, np.arange(len(line))]))\n", - " points = obj.sample_points[point_indices]\n", - " # Close line.\n", - " points = np.append(points, points[:1], axis=0)\n", - "\n", - " # Plot points.\n", - " plt.plot(points[..., 1], points[..., 0])\n", - "\n", - " plt.show()\n", - " \n", - "draw_segmentations(data, helper)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "<!-- Some of the objects' segmentation are overlapping -->" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Some of the objects' segmentation are overlapping" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Multi-object exclusion\n", - "To overcome the issue of overlapping segments, we can add exclusion contraints between all outer nerves. However, exclusion is a so-called *nonsubmodular* energy term, which means it cannot be represented as a single edge in our graph. Luckily there's an algorithm called *QPBO* (Qudratic Pseudo-Boolean Optimization) that can help us. \n", - "\n", - "QPBO creates creates a complementary graph, alongside the original graph. The complementary graph is inverted, meaning that is has the exact same edges as the original graph, except they are reversed. This means that the graph size is doubled, which makes computation slower and uses more memory. The benefit of QPBO is that we can now add nonsubmodular energies such as exclusion. \n", - "\n", - "The ```graphhelper``` module contains a ```QPBOHelper``` class, which is very similar to the ```GraphHelper``` we've been using so far. The main difference is that it has functions for adding exclusion. One of these is ```add_layered_exclusion``` which we will now use. We will be using the ```GraphObject```s created earlier." - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Two times maximum flow/minimum energy: 424860\n", - "QPBO flow is exactly twice the Maxflow flow.\n" - ] - } - ], - "source": [ - "from slgbuilder import QPBOBuilder\n", - "\n", - "helper = QPBOBuilder()\n", - "helper.add_objects(outer_nerves + inner_nerves)\n", - "helper.add_layered_boundary_cost()\n", - "helper.add_layered_smoothness(delta=2)\n", - "\n", - "for outer_nerve, inner_nerve in zip(outer_nerves, inner_nerves):\n", - " helper.add_layered_containment(outer_nerve, inner_nerve, min_margin=3, max_margin=6)\n", - " \n", - "twice_flow = helper.solve()\n", - "print('Two times maximum flow/minimum energy:', twice_flow)\n", - "\n", - "if 2*flow == twice_flow:\n", - " print('QPBO flow is exactly twice the Maxflow flow.')\n", - "else:\n", - " print('Something is wrong...')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We see that the ```QPBOHelper``` energy/flow is exactly twice the flow computed by ```GraphHelper``` for a similar problem, which is what we expect, since we double the number of nodes and edges. This is because we have added exactly the same edges/energies on above. This of course also means that the segmentation is exactly the same, hence we haven't fixed the problem yet. \n", - "\n", - "To avoid the overlapping nerve segments, we add exclusion between all *outer* nerve objects using ```add_layered_exclusion``` and call ```solve``` again. Note that calculating the new maxflow/mincut only requires us to re-evaluate parts of the graph that were changed, potentially making the computation very fast." - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Two times maximum flow/minimum energy: 425476\n" - ] - } - ], - "source": [ - "# Add exclusion constraints between all pairs of outer nerves.\n", - "for i in range(len(outer_nerves)):\n", - " for j in range(i + 1, len(outer_nerves)):\n", - " helper.add_layered_exclusion(outer_nerves[i], outer_nerves[j], margin=3)\n", - " \n", - "twice_flow = helper.solve()\n", - "print('Two times maximum flow/minimum energy:', twice_flow)\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We see that adding the new constraints has increased the energy. This makes sense, since our constraints are forcing a solution that is less optimal from the perspective of the data. However, our prior knowledge tells us that nerves cannot overlap, so even if the data suggest that they do, we know this is not the case, but rather because the data is inaccurate.\n", - "\n", - "Let's draw the segmentation results with exclusion inteactions." - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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0tTlG8tkUTSvNNnKvlXzSMiBpkbwzRc/J3x55LfcDvZfK5Ksm06tNBk3rS/JRjsE073Iv7fQXycS71mTRNv3WSXky7Z8SMilrbPc+Xn34I6RUyOdHj9MZ91vakn2bMpLLa1Nkny2KUbsYSN7ZIqs1DWEYsr1aZfvCDPF4Oy/uOkht/DLT4yupEM6fP28cc5OuK/41whUxWltaKL0qt86TK1BKoXJzqGp56ToMaJx4k8Y7r6EqJfzhHcT2HIBYAop5CO1mMXf5cLQe2isTJMMSc/7N03R1u4v8Tts3eahtijcKKwvomYWtnK3Z+3GVw6FgB/uCQePfv9e4n7eDXTxSfobOYNb4TIQIESJEaEWlUSTpX5uG5Jra79vCdx/6MH4Q8BuXj9HZuDVuJTcD4x09dBYXSdWvjeZNoUHyPK/llCpxxdwPmJ1mbadQ6RSmv3BtJ3R54tdan9Xp/qeK7XT6AVvbM8DSM/rrUb4vnVMz5UXyR18FwInFceMJguIiHQcP07bvLurLJ+R8rUJl/DId/QMkLA6No6Oja+i15Znoqs8yG+uj3mgYc6C0nPyrBdooMU874fKHk9Q69FYv8DuDL+E7ii/OPMgLpW3s2LGi6dFagy31du5U28gly0xkF+mnk11jnaQCn/FEjtnumvHr8u8aH2Sv9yWeWPwa303/C3SacfnlJudYj0O2Zco7Y6sRZyo1ImGra2RyLLSlt9fyZmvL9PVmKl8BK+OUX8DyC0p+3esvajlGKUMm+bdperSGwuToDObcQzbnf/mVrWFywAWzY7vU0Jq0OnK8ttxSprwvtpIfJq2PlEfTl60cg9zf9N8ln6UTttwv9HqWWk6bk7ymwZbrR0LTJmVIrvH1tImm/GS23EdyT9Jt2PgsoeVJzp+81poLqTmT13J+NW9se7yUXS2HcowmDa5sV75vytdm03zIsWs+SbrknEhtkXYulnLRkcyR6Eq3BHRcC6QsyTEODQ1RbO/i9Cc/R8xx+NyZ19mSScHyHJpKeMGKjEmexy1pAPQ+I983lYaS2lnJJ1PZEi3bITC2814Gzp/k7NmzLYEN2hpiw6Y4IN2uiLuKfMNlrJFhyL86oSxfPIuXyZLetZ9Gbo7GYo72fY+Q3bWv5bl6fgHH91dqaTXqhLl5mJ2CxQUIA5yuYdRVFkxtbywwnthG3Vk/DPQj3os84b1JVfmMq17GVS9nkxkuN7poKJf/cuhFimGM3x99mFnHoi1ScH9pJ+1BiqFCO/tn+nFwqMaWNoq5mJ1fBVJcdLaxT52hI5gm56+tixchQoQIEVbQm9lKqZZf/8HrwNgdd1NLZ/iFYy/RVS1D5spuB5sJE519NBJJusYvXfO70QHpBvCxvkXGKjG+WxrhZzKn6PTWUd8FAfX5GdK795Me2dO8bTpVu4kkjYU58i/8E2EQoArLgu+4kExBpUysXqGWuDqnvPiyj1TdWT/9+wvBIQ665+h28vQzz4Azy6PtwnYfxPmfRx9hupHBlhdsqN5JZ5DmzS3j5BJlhhc7UGmXajzg4LleZuPmA5JDyM/6z7JPneEl5z5ynlmzGCFChAgRlpD2O9nWtZ+XLvzDhrTff+4kFw49xESmncHSxhzCrgbjfoJ0GNARXn3o3LGtu/CrFfovnrnm/jbFASkMwxbVWkuFd3FfHySkyt2mateQam6p+tTqTNmWKdU+rJhHVucySTjwi4Nz/PHFbp4u7+Iz7eeAwpoxNFXMpQKeUsQ6uq15hXQ+m/YPf4LRZ75FaWqcZE8/qZE9pLYMUlAuqlFn8QffJhk2UMtqTlPafalqbZRykIVcJWiqPOV4pRp8nna+WP85Ph/7O7rI82eVj3C+EGerP8+gn+dYuJOwo4se1qq5s2GSjlQndxe3UfZqTGTzKAdO9cwQBAEjuSVTQqlSotgotvA0k4zxC973OOSd5sXkT/Bi6kN0C1WvVJ/LedWqVpMTPqzMpRyvzdym583kaLu6X5NDsE29bTK7SNnTY5BjlCp+6WBryoNkc0o2qe0ln6S6+fLly2vakvmVNL22/DDSTKTXrezLZlbR82Ir+2PKZyPXp82RX0PKts3Zdr1+NU8kP9YrrWFbX9oEIPk1NGROjqpNADaH/fVKtshrOV6954wLh1W5ZkyBKbY8OtocI2mx5VfSvJHtyjkxfSzK9037vWxLrj+TqdiUwwha59o0f7YyOJpnNvOwHput3IYpP5b8uzSBypw9Y2NjwIqJbdfww4Qq5MTUi2v60/yzjUfPpXxHzmV/fz99hJxZmOGt/m08srgSWAOtcyZzh5lKtki5MOWtM+WGA6jUanw91c33BrYB0FcpMjw7wbaFGYbys+TEPqb5l8vlqKQynO8boufl55geXdrfpFnSlvtJY1MckG5ndMUCPp69yNcXR3i53MfdXMGxuLEkEO5VpGN3XI+tH/4kSoVNV+zy5DiV0+/QmF2OIruGUHg/XFoEDTcOrJ8PKU+WP6r/HL/ufZ3fSH6XP6k8ymvV7bxRtfsMAHym/DDu6BK9JzumUKu8yKfTRcI5xUOV3Xwj+3rzfowGv+J/j/3uBb7VeJRT6Q9f9dgiRIgQ4f0Kx3HZ2/cQF+aOUqxdfcDQNfUB7D1/khcPP8aFdAcHbrAixLVgSjn8YXaQd+Jp7p0bp7tW4Wy2k7cHR3hjeDdeGNAzO4XfqKMch9BZiu2uhwG1VAblevS8/sJ19R0dkG4CBmNlur0qi+E6/j3eEruLp48RLszipbOkh7bhJZKUJ8eoLczRe9dh3OXn6oU8sbYOVBhSmhxj7B//AVwXv6uX+PAI05WrVzMGzlKbnqpztcGLRVL83+VP8lupp/ntzh/zxznFq5UdV3xHsVIjruC3Fs9M12M8MLkNULwTX3Ewdwn57fR32O2M87XGk7wU3sUAESJEiBBhPWzvPEA61saxyR9vaD87xs7xzsH7+e7ATu6YOMk15AC+Lkwqh++oOE+rOMQUv1icZs/4GRzg0dlRpvN5xtp7uNTZy8V0O7VYfCntTRiCAtWAeKVM/5svkJi/vojoTXNAkmo4qXI1qcxtOTRseRw0pEpPq1GlKlHm5LH1pyFViUEQkC051FWCgb6ln3YZfbBiSnFo6+qlll+gNj0BwNyr4MQTqNrSYWLx7AkIFY7v01jMEevoIrn3ILXJMXBdyvvvax608rNjzT60KtYUuQFAYkkNnvFCuruXomRs5QukuWBiQvGnjZ/md/2/4JHkWV4qbjWWf9F4JX6Wh2tL/lUFt9I0DfXX2nk0vwtQ/HX5WS4Vp5u86/Py7PXHeSn5JBfTH2GApWrRYM9BZIpmsJU80BovW94MU9kSWxSUib+23Ee2yDLT300Vt00lUOR45JxJtbE0wWkaZQTMuXPnmtfSzGcqbSOhZVqq6qVJUNKg88LINSnNSFL2TFivOro0q5lypUktp638hJYXKWOyXzlnug9TJffV7eqxyX6liVTnORoZGWnek2YKmZtF89wWWSiv9TOmUherx6ZNUfJZyTM9XlP+ptXvadmUOYgk7yR/dXuSbimDkmd6XZnKj8hrOSe2qGRNr63UiCkyWo5B9ivbNeXvkdBr3FaZXq4ZUwStLW+TNo3Ozc3xkzvvI1+e48zkm8sfqK17mu5P3jPlrJKyIser4QcBT144xjf2HOaf4m08OL1ksuro6CAAFvw4ZT9FJgzYEVSb7crfWEmDnPdnEu2kggZ+DSZiSc4mMlwOUjjA4UqeR8+/Q3u9xoLgwdjFi8A5tgFJkYfKlH9pXrxnmj8bNs0B6XZHZ6zBm4sZnp7v4+G2eXN+ItcjftcDACTicerjlyifeGtJIzS4DRU0KL39SvPx5MAw9XyOxVeeW3pn6whl79qnTAGLsaVos1h4fbkr2twqF2tX/lFDwWCwkkRwMVaFGuwu93N/cQc5p8R3Ym82D0caM0GWchgjpa4vPDXCzUFHMk4jCMlbDkgRIkTYXOhI9TLSc5Afn/n75uFoI7F3foqRhWmeG9jJYizBfCJNLpVlLhYncFYOGz9bnOEnS3NXlaev7Lh8s3d78/+eCtleK/NUcYaHyzk6wwaT15i/6GZh0xyQ5BeyzQlbf02ZnAlh5eRv+3I3FbGVf7edJvUJ3Ja5OJFI8FMDFZK+yysLWd4pt7HXz/BAfIyU02g5yV64cKG18eHl8P65pbG5Ow7gNWqEno9yPUi0k8jNkiwXmAx9Fi5ebL5qOgnLL/psNsuim+VI8m7m/W6GvTx3jAw3v75NuWhgrRNhjzuLl1CcLWdbeAsrX4epVIrhahfbg17OZWY40jFG4Cq2l7t5sLiTcX+BbzuvU6dhyIviMRp00RPONOdIz7upmCOYHVVt+YiuxC8wF+K1faXLZ/UXl5RRm2ZKa3Lk303FkaXTtITMjaPblVqhlq8l8VWqc2VNTEw07zUdxh2HfQN9bO/IsL09Q0diaTyzpQqXcgUu5Qqcn52n0ljiuynbt02josdpW1M2R2MNWy4z/ayt0LJ+1hSQAWYnXZssyPHovUc6Acu2pEbLtF9ojejqZ1e3v3o8q2ld3a6ca70WbYW/pWZRz5spZ4/sw6atN2lNZftyrWUNgRZyv7dp7TSktt6Um8gUlADmDOm2XGpSHvUcy73UpmnT8ijXosmh3qTpA7P205a7yqQdu2f4oyjgyOgPW/owObYbA4fE321FuaX2MwgCDs7nGP3Qz/Ja7zAdpQI9xTw7qyW6KiX6VYNXuwf5WkcfF6oNPjZxhh7BR9N4n+5eKoD7qfHTDMxMkq1X8VXI2NgYJ5ef1fyVcy33SpOTvS0vni0vmgmb5oB0uyPtKZ7aUuS+9Bw/WOjkSLGXrFPj3vjE+i9LOA5BTKhrHZdSWzeltmvLgl1xU1xO7OdcfCe+avB4/AL7/FkM+8+66HWX1JOLoVmN7CqHLbV2HizspOzUeLNzVLshES5/1byVvkT9Cj5Ti2GS7nDtoSbCzUU65rO3M8uu7g52dLYR9z0aYchYocyR6QU8x2FLOsGB/i4OD/ai1A6mCiUuLiwyVakzXjAnuowQIcKthYPD3cOPc276LRYr8y0fZBuJbKnArz//LbwwxKH1YJVMJtleytNVq/Cjvm2cz3TwmfwEd1TNUcEzfoLn2/u5b36C+xamKNU21/4SHZBuMrJegO8oXEL2+HPrv3ATUfbbmE1vZya5lUJ86UC1tXaJ/dVj7GjrXedtM+71z/CLqR8y20hxsbr2S/+e2g4O1XfgLzt+570yUq8aOktfLc462l+Fg4u9QG+E60dX3Gf7cB8jnW30Lyd4y1dqvDM9x0S5zuhiiUB82ZVKJVwHtmTTDGXTbO9s497hfnzXJVSK2UqdyXKVyXKNsXq95d0IESLcGrSn+sgmO3nu1Gu3vG//CsXUHeAnpy4wUlzgW4O7+X/6dnJnOc/jhVn2B5WWEKFvdg8TUyE/MX3tSRxvBTbNAcmm/mvJ5WNQh0nVmVap2XIpmFSXsk1bHhZTUUvbab1IkrcKWQ6m86Sz7UzU44wHHjNBkkIY44B3jm3OrHW8pnwqUu0s+5X0VuIdvJp5EhyHbpXn7vAs+7MVOrJVoK9FTa37MDkFwpI601EhH1I/5LH0y5yq9vKHc48RxJLEaXXmG6SreTgCSKk4vWEbi/EqiYbPXcVBSk6N8WCuqdY3OXm3ezUKKtWcb/2sNL+sLvWioZ0X5fyach7ZnKlN5SfkPMgvJMlHUxFcW44gzWupipdOlxrSBCD5ZDIZShmS9F6+cJ6BVILhTIJDA+1k4jFCpZhYLPHjixPMhg4L1RWHXi8Ww2OF55qPF+dyTBYrvD45h+c4bOtqZ7gtzXB7hgNdWe7qdmC4h8VqjYVKlUI9JFetkavWobuLYiOgJnh7UZiHZYr//fv3rxm7nF9ZHNdkhpB8MpWJMBXQtPFRtiX3Hs1fOf/yWrahzZmyUK80q+n1I9u35Yox5Q2yBSNo+baZkaSMaPORLb+SydRlc3DWbUgzodw/TXulHI+pyO7qNjTkHizzAplolO1qXstx2Yrv6vmxlQQxmaJspWBMJTTkvmuSN1tZoNXFtocydwAwvnCBRqNh5bm+lu1K6PUlAyfkGCW9pj3LZmZPJpN8+vQJTu67m9cHRzjWt++acjwAACAASURBVJOucpF9s+MML85TDAKOZzp5+OwRxo4dBVplSObo0n3IvuTvptzv9bqU/JLX65nVJDbNAem9gufms4Q4HCm183ZpaZN3UXR5VULl8Dz7SKkjdHNz81WkwjKZsEjoxvhg+CYxAjrctRqfq8WT6sc8pl7m+8Xd/MfcvTSU2ZfknfQY2UKStiBJxW+wmKzy+Niu5t/rBDyTPEJ4BRWSg2LQm+Ocu/+66Y0Ajgrprizy8yNb8FyHahByenqOM7MLTJRrTV+i9SLITAiUYnSxxOhiCW9ynpjrMJBJ0RFz6Uwm6Ewm2NmZJum3/hAUGyGFeoPFesAW1cd8ucpCpUpF0azzFyFChGtHb3aYUIXMFkbXf/hdgqdCHhw9w71j5zjdM8CRLdt5aXg3avlA2l4ucujyWdamvt0ciA5INxkpV7E9WaXHK9Mfq9EXq5JpLOI5inLo8bcLO3iGu3iU4wxfKankNcIj5J7Km/w4/RhvOnt4QJ247rZG1EUeVy/whnOQL+XuWr5r+DVT0Fdvoy1Y+nJdyFQYyGWZT5ToqqaZThZ4xnmLknvlCIQeJ0/GqTLhDl43ze9rKEW2VqK3lCOmAs4VK5zOFZmp1LmwrLUxhe3eCOqh4tJiiRNCA5FOp4l7Lh2JGEPdXbTFPNKuQ1vMZ0c2xt6OFUflUCny1RoLlRrjLhQj62qECNeE3ratzBcnaYS3Lmnj9cJXIftnxjgwN0HV8xjPdnEpmWX73ASe2ryLf9MckEwVn8GcT0OqJU35QaQpxZZHR6t4bepqU/Vm+axJxQzws7EJoIbvJ4AE0EaptPLj9OvZWb4y1cdztYPclV7kgx1zxMK16eYlDSa1JiypTmvE8GmQTqdIU+OAO8Y7apid7gJ9cfPYNK+lulKrINOqxK+qbzCtOvlP1Udob1/i0+rIGFc5/HLuMRCWn4FclgvxGb7Hm6jlKViYX4mA0DyXGox0Ok1MdVKoZDkcvsmZ9BOEjtecd6kalWpuU6kKabIwVay3lRkwRbdJGbKZ5nQfNlOlVLvra5OpDMylOUzRTJLGarVKLKjTX1pgsFEl1wg5uljjtVNnm89qU5XkuZQxyTM9TmlClZFJmh6pvpdrVZs0qsBkAyYbQYsZJDc7Q3cqSVc6SU8mxZZshl09HczOFrhcqLSY0mR0qqksjByDqYyDlBtbFJvJJG8z6Wt5k3RJuZB80rIr6TKZIWxmM/meqSK6lH1JgzYtyDFKs4qkXe9fcv6kecNEl80twESX3Lcl7fq+lEc5BlNeu/XKh9gixGxmS1Nfkmcm07kpelXCtkeYojhXRwKvplGabuX7q8fWmx1mKn9pzfurr/WasUWUalmQJmFp4pb0ahrknEo+SRpN+4lcB26hwGXgMit7i1xzplJMUkZN8yDpldF3NvPxlapCwCY6IL1fkPVCfmnLFD+cb+PVQgfHyxn2JRZ5NDtD1rv6/DMKOBvfxYnknfiqzoCaZ4uaZa87yWjQxQvhLnaGZ0m413Y6/wg/pN0pcTzYTptTooI5FUBPsHL/1eQ5crEy3Y0sx5NjqGsMRKg7cb4Te4qfr/0nDhef5bXsh66tgfchnDCkt7RAZ7VA6DgcWaxxsdK4BZlQrh/leoPReoHRfAHP8xjpamdXTwf5+tX7BESIEAF8N05Xup+jo8+/26S8pxEdkN4FxFzFk53z3JUp8FqhnSPFNmrK5ZOd4+u/DNTxeSd5gNH4NrbUJ4ipGrOxfi67/bwaLNU1q+Pzo9IAH8qOrd+gwEl20R9O8pB/nIf844wF3Xyr9iAXaPUPmvYW+dv2F6m6K0UGJ2LX71d12r+D084hHij+I2eSdwPX7iezmeEEDbgZ0V5KkS4v0rk4ixcG5OMZZlPtXJi69krV7zZ6dURdPUpMGSHCtaA3O4TjuEwvbs7or/cKNs0BSar/pIpRqsC0WtemzrSZOjRMqlhTOYHVfWj1qy26QKoNTQkB5d+12jiTydAO7Oypkxwt8XIui5tqJ+utpVHzIFQwmdzG8+VBSsrnHn+Me5NjOA4oNcW8SnGp0cZY2MGUauNErZMn1DgxRxmTQko1qabrMvfyp+X9dKoFDqjjfIgfsj82ysnqzuazpkSetmgYmeBQq9VtSQALlWG86lt0JUJqy6ZROSc2db8pKkiqYrXc2FTQUr1uMpvZzF6advmsLOOhS0YkVMDesISPIpfupuwn1o59WUYk3avVwlkX7ki6dPkO8/WAF8Znma0sPSNV093dKzmz9LqSfzdVYpfXttINJvOjfF+OR5ftke/L9xKJBIMdbRTrDZTnE/NaTUA2M5K+lu2aTDDSBGSLyNHPyDmVf5fvadm1JVeV6n5t1pcyKqMX9ZqR41pPzk2lIVbTo/u1mRPWK5kkadDyYqtCL80Xeuxy/kzRxbI/kxkRWk07puhhCdP8yWtTiRNbOSpTgklbyR0JU2S03E/0XinHK/ks+aSfsSXGlDLW27YFgPnShFGeTEl15T3JZ20al/fk+jOVepFluaRsy/FoXst+bRFk6/12r46wBfNvgKRBPmtbE+vN8aY5IL2fcaitxIu5LEcWUzzU2VpuQymYrsc5V81ypNzBYhijzyvxVOoCHcHKJuU40O2U6fAK3OWNU1cubrqT2HoJiCxYcDqZVUs/tO8EI9c9tqtFe2Oauxe+y/nMvUwnd3H98XebC6nlwxEoajhsK80xmuqiGDMf8k3wgT1Jh60xh7qCN3IVLpbr5Cub3znzSuhOJZgrm3/8IkSIYEdf2zD1oMpCyZx5P8LNwaY4ICmlWk728rS3XgFak5OV/AK25S7SJ1lbCnl5EtbPypOnpNH0hWNygIaVLz55Kt/R6TI82+BHC228tZhmshYj5Yb0JgKmqx6VcOnZfR2KX9nuc29fB67T2dKHKRX70niWvkZMeZ3Wc2K8q3yGYpBiNLYTqubSEFpbYeOHdO425XTxPI94WOap6T8ncBOc3v15uuPd1twoGutpA01fvpIHtpxX2tlWOlhLJ3l5rb+ix8ZWzJjyyyoTNjjUlaKuFM/PlaiH8GhPmuHSHG8V6lwur/BMy1hLDpVajf3dbRzobiPhOZwpVDiyUGJhcW1WWvnVKfmg25NfWPJLU37RaT7KZ6XjtIattIrU5Ji0FZLn3d3ddKeSnBPO2bJdW0FkU14ZSYMpd5iEHJt+RjpYy7UqnVY17VLuTDmxJA02LYpuy6YJN+Vlkk7Nsl+TtsLmfGxq18an1SV/wF5Gx8QbyUdJu947JD9sBcdN2jOpadB92NoyaStWF9fWyBuKmdry6cmxm/JymUpcyHGZ8iStbldDyohci/317cwVJ3A981ybgp5sml+TvJo0QbJdqUE0WVBWv2e6Z/rNt2lSdbs2Psvx6HkzlRZb3YdN/jU2xQEpAvzUljLPzSQZLy9Nbjl0ibkNDrbXONAXZ08HdCcgmbxy9eGbBU812N04SQ2PzznfQMUDFA6vNfZxnsMAJFWZe4vfpy1c4Kh/NxPeNq6nlskTs1+ivTHDS/v+NZX4tZVU2azo9R0OZ1OUgpDn58pUlpP+vJSvcV9bnHuyMTwUF8prN/G057KvI83u9hQx1+XSYonji1UW3kO+OhnfxXcdcvUg2oUiRLhG1IIKA+0jpOPtlGrmKOcIN45oa9ok2J1tsDtbaDm566/dri5zOONGIsRlzNtKopGngwKBo0hT5VcT3+W5YJEEVe5RR4gX69SJcRcvsuB2MeaPMKU62R5c4A3/fsaWD1NXQld9nPHkXmbbD9yCkW08BmIud2c88o2QF+bK1KRvh4JX8jUOt8W4uy1BzHE4XVr6Esr6Lof62hnJLn3pncsVeXs2z0K13qI1eC+gPbb09ZivB7jmTBwRIkSw4Eenv8rOR/57Prj3s3z76J+82+S8Z7EpDkiO41hzWdiqTWuYVKo21ajJ8UyqBG15SbRKzpSOHswp3KU6Wr6n1dHyfTkueV+rCE3VzqFVtalptJkn5X2Ts7tJZf4M/6p5z3VdXNXgsZm/5vHiC4SOx6WuRzk/+ElKiX56xp5hqHiE3eWTHAiWTC27amf5v4L9NJylMWmeSvNZPB5npnA32xZeIJ3wUW6r6t+WM0TOm8nRzpRbxVRJevX7ul1pItDO1quvV5s1HWBXW5JDmSzT1To/mlqksWpeNA++NwuPD/WwP5skpgISToKt2SSNMOSdmRxvTc+Tr6yM3ZRKX86ZpFc6MJscMKVJyWSGkLyT/eoxSEdy+b7JZCTlWdLQlVi6X1KQMsyfVJmbklxKuTCZY23lHEwmFmkCkm3J8WieSrpM61ret5W+0W3YzNLrVVqXbZlyF9lyu8i5Wl3SZ/V4TOYe2yFdy7Q0S0tI/jYDTsT+KscuS9BomTY5UK++r2EyB8HKHmAzb8l8XVp2JA+kSUnSoOdQ8lFCy5t8x+ZcrOdHzpOcd2li89JneWfqhxwa/BBnF15nPH/a6sCsxyEdvk2/ddI9wPYbrO9Lc7psV+49ehzy76a2wPwbawoisuUtlOtABwvY8iRJZLNZLl++bP37pjggRbg9EDo+z/X+ClP9T7CQ2k411tncAM50PsGZzidAKUq5We4ov8Lj+a/xoeLX+U7ms+A4uKrB7srbHFx8m4XEMG/3fhqIM5m9i11z36cjf5KFzoPv7iCvAS7QGfNoT6ToS8TpSfrEXZexUpXnp/OE2M2NCnhptkA9VOxpT1ENQt6eW+S10SmqwebNLHuz0O67FBshjc2cuClChE2MI5PfZ6TzEB8Y+Qxfefv3MVY7iHBDiA5IEa4NjsNk+6Er/r3hxjmaeYx4WOahwtOEeMRVha2NCyRViaLfxWDpHbYW3uDVbb/FVPZOQjx65l/b9AckD0W/G9LjhGS3ZPGWv3hytQYXC1WmK3Uul6oors4d6/X5IhdLVWaKFRpKvS8ORwBtMY/FxnvHpypChFuNQDX48fmv8tT+f87dgz/B2xP/9G6T9J7DpjkgrZcHAdavCm3K0yLfMannTFFWYI6MWK/0g61dqWLUKkRb3iBTWQWp+rRVM9bt2miUOUq2bFnKoSFVkLYIFZNZ05RLRralx34i9Sn61RQHiq+z6Pcw3n4PFzoeIdd9Dz2FE9x78Y948uz/wrn+j5HLjNA1+yrlgc+28MGWD0eOXdNjM8dp2iRvTRGAsFJBempqJXz24sWLZF3YGnN4wAffdVioNThbbTBbazC2WKK27IRti/7Q8yNlpTm/lToLy2YvW94gSbuWY9uaMcm8VEFLNbapcK3MoyTlyaSKtpmKtcxL2ddz5gBtvsvkFdIU2CKxNH9tkVy6D/l3WySsNqfJtSrnT5otdR+mMa6mwRQhazKdSzOFlF3Zh37WlmNIwmRSMJmDwFz6xhTlJE2Okk9yL9WyJfuS78mxaZ7KdS1pkGY6k/nXJNuyLUmXKepY8sAWfaVlz5YjR943rUUpe6Y5kbJtiji1lbSSOeW2bt0KwOjoeS4sHOHe4Y/y9sXnyFdm1/Srr2W7ck7074spx9tqGvQ4bfmMTL9ltt9VaerX9JiiFOV7V2M+1s/K9Wkz8w0NDXHkyBFjm7CJDkgR3oNwHH7Y/+u8FP4CFa+tKZgJx2W27U7+af//yF3jf8OuqW83X0nU5qnGN0cWbUcpsrUy96cdOj2HQCkulWqcK9ZaIspqUVn6a0LWd3Edh3zj/aEtixBhI/Hq2D8w1LaXn7jjc/zdm//h3SZnUyLpZxnpvouYlyAZT+M5Pp4boz3bAXzV+l50QIqwoVCOR8VrM/4t8JIc2fGbjHc9xD3n/4h0bZqexWOM9Tx2i6lci3S9Ql9pgXjYoOTAyUrIeB3m8tdYaC7CGrT5S1/QUYmRCBFuHKV6nrcm/pH7hz/BTx34DU5NvcZE4QxBeHsnkr05cDgw8BgP7/gUCV9oQFVIENZRzpU/0jbFAclxnBaVoFTDSdOAVtVJVa/JRCDfsVVP123YEodJaFW4bEtemyLebOYPPTapPrSZhnS7MomZ7EuqsbXq0VZCw2QasFXnNiVFs1VH16pNOV75vkm1ufr92faDPHvwf2L3/A8o9BwikUg035ORG1JGTMkb1zOBSpW6TO549uzZ5vXsxDj7kg7DMZdioDhSbjBZXaHXZNqzRcZIek1RkybZtCXIlH3otmwRVVKe9HvSNCHXzMDAQPNaz4/sa2JiYk2/MhpNyoXJrCznRNOVSXmESlFotCYCNJkRoVUVr2VamjHke6aK9pIuaarSz9rKBklTiJ4Xm8neFEFki6DVz9pMZXJe9ZzYzN5yPCYXAimvJrO+rdyJflbSbYpolH3YTI6mMik23pki++Q90/4m/27bz3VbpoSQYE/aqSH5aIrylLwx8dkWSSl/qzSNcn6lbMv3tDxOT08DcDb/Cgmnjb39D3Bg8FHqQY1L88c4N/s2c/ULVBrFln3BVgpLw5QME1bWjFwb0lRsMtOZEmeuvjZFQprk2VYCRe5pen629uzhvi2foDs1zFz1Mq8tfI1KkKe7twvFUttb+res6UNiUxyQIkQIvBQXhn/63SNAKbobZe7IujjA6XKDc5WQyAh089Ee8yk2It5GiHCzoFA8c+JLfP/kf2S4cy+7+w6zs+dudvXeg1Ih08VLXM4f43L+GPnqzPoN3saIuQnuHfop7ux/jGpQ4qXxr5FzLjb/rq5h59k0ByR5GrR90ZkKVcrTqT5V25xxTU6vtrxB8otBn5DlSVlqB9YrqGty4paaAtt4NWxfRaYvVFPpgdXX2inZVtrBVLRS8snEf8k7OTaTFsuW98mkEZOQ2gz55aW/NCRd8ktR83R0dLR5Tzpmq0qZ/X6DrKOYqgUcLdRYqKx1LAVzEVRbMVRTensbn/QXnZx/+ZUnv1A1z0x5sOTfYWWO5TxIJ2yTJkby0RTEYHMiNeW2kfzS9Ga3tDNbrjRzy2gZkk6otvxKplI9cry6P5sGaWhoqHmt50IGQZjWsmxP0iVlTGpPTPuQ/DI2OePKL2BTMU0TLdC6LvVc2xyzZbtSBjRM5SNWFxjWMMmF1PRJmEo+rFcAGsylRCR0W6YSKquvTeWVbPuqli2bjJlka71itLY5W69Yqk2zr+dFzkNfX99Sn8xypvwjzlz+ER3xfgYz+xjI7OW+oae4b+gp8tVpnr/wVcYXzwDm/VPCVHZLyrtNxjRP5BhsWlPdt40fWlMqeSD3nv7+fpJeG9syh9ievRufJDPqFBPOW8T76+xI72g+OzIy0rzu6ekx9tccwxX/GiHCexwZ1WCXX8cBjjc8TueK674T4caQ8FzKUYh/hAgbjlxtilxtiuPzz+EFCYba7mBvz8N8dO9v8fyFr3Jq9uV3m8QbhMNQ+14OdX+QvuQuQDEfXOJy7U3CxI3v5dEBKcL7Fl1hnRFVpgoca8QoXyGx4/sJIS7uBhrA4p5LLYgi/yJEuJUoNfKcnn+ZC7m3eGTos3xg5LO0J3v44amvcjslmXQdl77sdnb238XengdoS/RQDYqcXXyJS6W3SWSXNH8pbryG0aY4IDmO06I6s5XWWM/co9uQ6k5TniRYMZfZzBgm5zipjpOqWqmG1rTbKlBrVa1UNUpVveSDKWeIrfK1Vk1Ks4upMrYNNtWnHrsp9weYTWySd1LlqtWytpIukgY9r7ItWQ5APqvnUJrQLl26tIaepqlMKfoaZXZ4AbnQ4Z26SwMFqOZ41zOrwYq8SBmU/F+tAl49djke3Z8cr1RjS2iThHTQtVXy1iY0/awCwniWqpem6meYcjPUlq9r/tL9Rn+cPVM/oKd0oWU8+lquL1NuMgnJxzAM8V0H13EoVavNOdTzJ/ko16Ucm15fkjeSZ7pNU2kPaOW/5pMt15ZtHBo2s6Zpn5ImNn3f5pAv50/zQfLAtn50u3I/sVW61+vSZhLWz9qceSWfNA2SR7Y9WLdnMpGvvtZjtrkC6HVgc9iXpjvT/Ml5X6/MislNwvasySldwlRKBlbGYQvakfRqeZMyJM20MrhFz5uUi++f/wseHP40dw/8JGm/k2dO/RWwtkyIfF/Sa5szudZM75vWKqzMj8mVwHdj7N9+L33pHQy076IrMYTvLv0tH0xyqvosbmcB2hTbGGjyRNIl25Xni/Wc8zfFASlChA2HUsRUSJqQHlWn2wuYCl1OBx7BbfT1JKEcj2rbMMrzqcUSKNcndHxCHJTro1yfYiJNPZYlTHVS8zPU/DTKaU2c6IU1Eo0iiaBE6Hg0vASJhrm21I0irn943ycZwyNE2IxQhLw0+nUWazPcN/gU2UQXX37l31Oq5dd/+Rbi7qEP8sG9n8VzYygVkqtNc2HxLWYrl/DaqjRYOmT1Or3rtHR9iA5IEd57UIpY2CAR1EkGdeKNGqmgjr98EFLAxcDjUuiylNf59jsgNdoGmTj8ORrpdTYGFeLXiyTDMtnqDPFikVRYIr58IIrXC/hqScvgeDFeGfw07eVxsrXZK7d7nYh7y1np13FOjRAhwsbj2PSPmM6N8eF9v8avPPLf8bXX/0+mFy+t/+ItwIM7Ps6ju36a87NHOb/4GjOlS8SSKxq5gbaBK7x9c7ApDkhBEFgjQmRki448spXm0GpbqTaTph+TKcSW8t6kJpWqOVvJAZN6Xf5dv2dTs5oi02wqW3lf0y7Vlo6lGJip2rhsS/LUFHkm1ZX6ej3TH6yovG05XWSUoJ4faQKQkWdSRa/NF7MzM/RX8rTXSuzShyEFhVAxFSgW6gG5RshiQ6Esptdmtm8xD5IuSbtWC+tcJNCq5h4eHm5eaz7JSB9TKQupojblhFE4OHd+lMK2J4iFVfZM/YBEfREV1HFVgKOClX/DgL7ebhw9Lh/wl8fjAR4E3vJNYDS+jZqXZnjqn5q0mXKVyDmzmZn0/dURZunEcgReubLGHGYrA7Fr167mtd4PpAnBZK6RMmqLGNXP2szhck/Sciznx1YtXNMu+zJFgElZsuXwWk3rapjcDUy5uiRd8j0p+6byEbbSH3JvMbk2SN7Isem1IufM5kKg+5D7p5RHPU7Zvi06Tvch5cYWHadhM7ObImxtkWma/5IuuQdInum9R64vWw4hPQ5bri1TBJ+ElO3z02/z9bf/d57a/9v82iP/hlfOf4cfnPgK9WBtXiZNg5QFW3Sjhi0noGxD80GP6+Htn+buwZ/gcuEoRwvfpq0jS39HT8taHhwcbF7LfVevFdtvsJSL9VwENsUBKUKEm4Fso0JXrciin2SyUqeIQ1E5lMpLi7ouMjebPQo2N8JkJ8VDnyXo3kl69gT7C28QC9eG00tcrdu5Ai5l7iBTXyBbXFtz7WZBm9giDVKECJsHM8XL/Mlz/4Yn932Wh3Z9nP2DD/Hdo3/FyYlXbikdDi6P7/wF7uh/iHP5Vzk6/8wt7X81ogNShPcEnDCgv5yj4vqMpbuYKW+MiejdQm3wHkoHfhoch57T/0Bm+iixgZunYp6ND1CKdbB//oUNjeWLu8tFlaMw/wgRNhUq9SJPH/0z3h59jo8e/Gd85oH/gtOTb/CPx75Erjy9fgM3CM/1+dDeX2Nn9yFeu/w0Y8FbG97netgUBySllDXFvzSXafWaVJ1JNahWG9rUfyZTlS3NvckD3lTxGVqjDvR7tsSXtsriGrIPrc6X78vIJxMkLTatgqbNlIAPzEng1uPT1ZgLTPTYEqhp1b5UR0sZkSr6sbExtoYVYirkjUKDfG60RYWs6ZHjlSpXU6SJLWGg5K9+T5rSZKSj7E/Ta0sOqFXXst9MJkPDjXOx7xFKbbvJlCcZmXiW3gyQGWmJ3pFzZjKtyjHKsWt63uYuEo0ifZVLzAoZNEVnyTVni+4xqdrL5TKxZR+kAKcpM5oeWwJReW0qJSLN8Kb1J9uVvNHPStPt5ORk89pkUpL9msqHyPdsZnjdr8ncB61rSfcr+5IJHaXZRfdnivRafa3ptUUL6vVniwqTa1En37QlDZVmOr0O5Po0lVaBlf1ejt20f5qSkcoxgrmivSlqT75nczsw8VSuCZPJT5q55LMmk7rkgalckby+mt8WU9kfSYPeY7VcXZ47xV++8Hvct/3DfGDPz/JbT/wPvHThW7x+8XsEaq0Z1rY/6nHY5FGOfaB/mA9u/2X6MyOcLf+YUttFDm0/1Py7KRGyNLeZIrbls3JNmdaiDZvigBQhwo0gpQL6VY3RmiL/HgqOyqcGON//BHU/zeDMKwzMvYWDgqS5+O/1YoY2pp0Odhdfx91gh/UVE9t7aKIiRHiPQamQVy98lxMTr/DhA7/EY7t+hkPDT3J07DmOjD1HuWHOmn49GOrYw8/f+V8BcLL0fabqp25a2zeKTXFAchzHmsdFOnjpE+l6Doumr6rV1/rrXX5lmLQDsHJ6lbSYinDKPmx5g0xFS+Vp3uR0aSsqa8oPItuVz5ocp+VJ2lbqQNNjy6eiNQU2Z3fZlsmpVX5JSm2R7k86SMuSECt5jhR3BCVqMY9nz45SM8iGlhupcZGQPDM5FEptiClvhi2XhpQL/bUk+ST7lblxAlxOJfZxNrGLNip8yDvCrn0p4OGW/my8M+XMkTIkaahWq5wMthNXDTpmj1JSjZa2bIEL60GPZ7U2NxWP0QgVaTEXuuyFLJwrS2HYCmeuHqPsz5aHx5Q3yOY4b1o/tq9wU1kKSYOpUKjUdti0Uaavf1NJEFiRU5uTr0nTIjWxpsKpJq0StO4XmkZbUIjcj03O4Tbtme7btofrfuU8SH6Ygljk+jZpyuV7Ju0pmIuH20o86bFL3sj9wqTFkrxZrwSU1MKsZz2QcybXtd5jbRqoF8a+zPn8Gxzof5yHRj7BgyMfZzR/nFPzLzNVPGfNpaXbk/na5Ni3DuxgV+YRhpIHAMhxid69MXpZ+r9JQ2TTJsrxmnJ8yWfXc8yW2BQHpAgRrhcDbkhvLMZLM4vGw9HthoKb5Y3UYfJeB3udCe53L+A7IWBOKnijyKkkl1Q3Gb1O7QAAIABJREFUdzmjeAb1+c1G3HWovwfmKUKE9xMmCmeYKJwh7XWwr+9h9vU+xLaOg+Sq05yafYnzC29QD68cianh4LK7+wHu6fownhPjYukNipnzhE6DQQbXb+AWIjogRbgtEUOxywvodUMmyzUuFK9ucW5WKGAis4dzmfvwVYP7Sy9zZ/vGH1iOhUO4KPa741zY4L4SrsNQOkG+tvHjihAhws3HYm2OV0e/xfG5H7Kt/SB7uh/kgaFPcnjgo0wXLzBdush06QKz5VHj+73p7dw/8Am6UoPM1S5xqvgcpWCe/mz/LR7J1WHTHJCk6kyqxkzOj7Zq1frvNlOAqXK8zG0kVaOmdO9SfWhTfeo2TKp8MOfusKlUTTTu2LFSlVjSq9XfUn1oo8Gk9jWVVpG0SdWoNFVp9ak0U5iq2Mtrm1pY0qjbGxsba95bulYMuIp7vQDXgXfyVY7M5AhpVZmbHCylM66EpEc7WUse2JzzdX8mh+TVbeh2fd+nFrqUlIdfXsBxoKx8flTfyaWgg+2xAh9uGyPjZlv4LGnUsiPVylK2TfMuadRmiJLyORP2Mly9QK442uSPNFOYzM42B2qbPGnc39tGzHV4Y6HEli1bmvd1FXJpVpNjN5lYbCULNI1S7kzmLTlOyVubM62eS5PpXf5dwuYgremV45Lvm8r2yDHa9j89f3IMtiAI/ax0Spfj1XuOXNcSsl1tcjKVCYH1gyBs5aBM5isJTa8t35SpbJOEzRnaZJ6yyZuGrZyNpsFU5gpax2Yq02HLMaTvyzUn513udfo3QZqsTDKye/fu5j05RpPZcqn/PGf4R8ZKXfT5e2lPDzDYtnfpORWQr0+yUB8j1xinHOQZST/AQPIOqqrImfqzxHorDPZ1A91N858px5S8b3NRkHNpyqtmyu0HZp5LbJoDUoQI6yHtKPb4AR0uTFcD3lgoUwzCDSyrevOhFHxzcSuX6xkS1NniFpgKs9TxeCR+ifvbClhcOW46jjf6UbjsKJ/e8L62pmJsTSd4a75Ivh6QMedYjBAhwm2GYjhLcTnzfqOq6IgN0OkP0REbZHv6Plxn2Q9SBYw13mYiOEJIg35nc2qNJKIDUoRND0cpOss5dsYCAuBE3eXYbHHd9zYjztWyXK5nOJCYp9YImAyzZJ0qTyQv0u1WcJwbr0B9NVAKTgc99NSnSIcby8uk63BPR4qZSp2Ti+aiyBEiRLj90VBVZmsXmK1dIAxDXHy6EoNkvV5maufxM7fT5+wmOSC5rtuSAt6WU6JZbkGoz6XaUKvWTFXh5d/ltU3VKyO8TOpMSYOMKtG0y7YkjSYTnC1qT6t9ZZ4XUwVked+Wy0maFnS7Ur24XnSAVLNKek0mAKk2lqprreqVbckyHTJKZmJiAoDS1AR73DopRzEZwJm6Q53WyAjdrpwHaRowlYmQJh5TBIophwq0zmV/f/+adiVdMmoknU5TD+FvXlH0JwJ++Q6P4mIRlosthmEWyLaYSKVaWI5H0yDNULZoP03b6pI7U3RQdBL0zx1nvrDEd5NpwRSBacr7tXq8+tkgCLi/M4njwPG60zTdSHOaXvu20h2SJ1rOZMSVhB6v5J2kV0YgmUw3co2bSgjZcoeZysKYordgZS5sVeplH3re5T5oM/nqHGl67ayGpNc0HrkHa1mYmpoy9iXHpudC7l1SNk0uBKaq7auh37NFOOt9xBRFvHpserxyTuW1KWLRFsEp90o9hzazp4btt0M+q9uy7cWSD5p2U743Wx+yL9mWXre2PFYSpvxLpshr+UwQ1KkyThuJlnWv82fJvuVvgMlNQvJGyo3cd/XYVkfrmmCLbNa4HSsuRHi/QCn2uTVcFO8EMY7XXeobmud5Y/GDMZiruXxyuIL3Lg/jAv34KqCzeHFD+9mR8umLe7yzWKN8e308RogQ4X2O6IAUYdPCC+okHBhVPjmunIF8s2OxDt+6BHe01dnX9u6W2QhwuEQfw8xsaGh/2nW4MxtnqtrgYiWKXIsQIcLthU1hYrtSAjppjtGQqlFT9IdUl5rMarCigrSpHU0wpaMHc2SMrWKwqXSHfNak8rN549uiN0x/N5kMbQmzJP903/KeVKOakllKM5RpnNI8IudXmgxLpRJt1SWz0WwtoKZCa+VxbVKS6lmpXtcmShkNKMcux6Pp1ZFVANu2bWtea7MarPDUpDYeKwQcz3scn6kxVQyYLgXUQ8Uv7PVpSy+pg6U8ahpMFeSh1fyhVctS7uR45Dj1eFqqd1ez1JM+A5WLLTmJTGVjrkZNbaLX930Otfko4GTdJZVKtZg1pTxqPkgzhGxLmg9NpUTkXOtnTTK8+lo/I2XJFq1kKptgM8FoXtuSEup9SvJAmlJMZhPbPEizsjZXywgmKQuSvwOGOn7yvdHRpTBtyQOTvMLKupPzYEqcKemR+5zJ/C9hi6gy/TbYEoRq/kkzki3RoL42RTLLtmBFHqSMSt5omJLCQuuc6P1P0mgrh2IqlSX7Ncm0zTSuIf8u50fOq5ZpmzzKZ/W8SbqlPErXET0X8jdA0qjXilx/si1TlKDt903+Pq33m78pDkgRIpiQalSpKyhtbPWLmwal4OXxOt85X+fE/NIm25ty2drusyXtcN+WGAPpd9+5/LI/SCKs0BvMMb5BfexMuHT5LkfKIdXbZP4iRIgQQeK6D0iO42wD/hwYAELgi0qpf+84zr8F/jmgvW//W6XUN6/UllKq5QRuy1uiT6fy5G8qDWD7ujQ5OMuvOFtOBH0CtznXSdpNX9mmwpnya0wWODXlurDlQDF9bUne2PIrmYplSj6ZNF7yi8FUmsFWFNjktGdLAS95ms/n2RZUmK01KBTWfsmZnKi3bt1qHIN+VmqYTLmPYOXLWmo7hoaGqAQORwsptm7JMJRWuM5KG8lkkvFCwP97pMI7sxX60y6/cjDFEyNZ+jNLdGgZmpkxByDov8t5suUC0mvC5twqofmvZbSqfCa9PrZVzlGrlI35ryTvpDZD37dpXHRfHXGfPaksk/WQ2JZhti5/BUsnbgndr62opZQ3LdPrFUa1FRo1aRhspSzk+jFpduXeJB3j9X35hWzSZMv2TTnNYGWtSN7IgtUrJXdW+CT7lV/Z0pFV3zdpguS1bQ+R11rLIduy5bPR47EV6pXQ69ZUAkW+ZwsQkdoXrRGW/LAVWTWtA1NeL1hZV3Lspnm1lUAxaWJs+7J8z5QLTY5NyojuW9Il16KeE1OZkNXvmQI5bHmsTL8dcn5Mv8dyjHLN6bHZ1qopN5Vsy7ZXyt9uE25Eg9QA/mul1GuO47QBrzqO893lv/1vSqnfv4G2I7zP4auQJCHz9c3h2fv0TAdHCmm+PQNZX7GvI+SeLQEHul0mcnX+w+tlXAc+fyjNh0cSuI5DIrH5FLSnGEQ5HoPVS+s/fB1wgUf62qkrOFYOGbxVSZ0iRIgQ4SbjundwpdQ4LGnolVKLjuMcA4ZvFmER3t/IsvSlMrsJDkjny3GOFNI81FFgT0+SEzmHk3mX12YDIADq7Gh3+d0H0/RnN28GxJxKc5RtbKlepj0wh8nfKA52ZehKxHijGFCPTGsRIkS4jXFTPnEdxxkB7gVeBD4A/EvHcf4Z8ApLWqZ5+9tLajuZb8OWE0Sr6qQ61ORIKdVpthwZJrW+DSbTginXBayo/m2OrlqdKVWV0lxgyskj1e+2ysmmXE02dabu25aLyaTKNTkywwrPpQlBtmVyarU5XV68uBJy3lErE3gQJlNkl0P7pfrW5KAu25XmAv2eND0MDq4URZT5OHr7+smFcRbTfUzXfKaqPpemEvQkFL94Z5qhLb18GgiV4nJB8fZUjUKlwSd3J0j6Tgtv5Ng0vfKenEuT6tpmitTjsJleTaVcpmdmeN7bg0+D/cW31vBGwibbpjIfLZXY61Xu7OznxFyeGT+D4zgtPJeO5rJfLbPrBTbIsck1JXNpmczh0kRny2Nk+rupurlcB7aSLHotmEqVwMo45ZqRc2nKsWZyxl5Njw4WkHyWZgp5refYNgbteiD5bHPcNZkvbHOpTbZy7JI3pr3dZr4ylZ6Ssin70PflnNocjTVvTGsDWvcWU3krOX8atr3Y5Ehsc/6XtOt5k/fkvJv2WNvYTeM05T+T1zaey2vpvqIh9xaTHJtcTGS7q/O5mWhcz4wrZd5Wfkrjhg9IjuNkgS8Dv6OUyjuO84fA77FUf/P3gH8HfN7w3heAL0BrxFCECH4Y0O9BLgR1C/Ie1fA56wxxyd3C4nyaEBdyAIruWMDOdnhqqyIufi9dx2Gkw2Okw7dGu2wmnHK2Me+081BwlLjaGHofGOimEYa8ND7L4LYrJ2CLECFChM2OGzogOY4TY+lw9FdKqa8AKKUmxd//CPiG6V2l1BeBLwLs3bs3UsZHWIJSbK3m8VjKmr2RqHppxtr285K3l4bj06sWuCc5R5dXYXdPit54g5h7+x/gFxoxjrhbGQxn2KamyK//yjWjL51gpCPLKxNzVIN33ywaIUKECFdCoubx4OyOKz5zI1FsDvDHwDGl1P8q7g8u+ycB/BxwZL22Go1Gi9pLqr6lmk6r56TqTJomtKre9kVvMteZ8pesbtdUHVjSa8pTZCu3oWGr4ixVrqYojfVKIdjyx0h6TZXJbeMx5Z2R0TAmM4XNXKDblapVaf6o1WoMBmUyYZ2L8SyJVAIl2pLqUJMJTfYr51VHpO3YsbQYCn4H472HOa96AIf96SIPZnP8/+y9Z5AdV3bn+cvM5115Cw8SIAg6iJ7NdmSzDVtqST1tZjSaliZWCmm1Exv7YWNjJiY2YmNNxM6n3Yg1mlVLuyM/Ujup1ZbqbpJtSKppmxbel0F59/xLsx+qbtV5hXPxCkABKBDvH4GoRL7Ma8499+a9x/Yn6iti6qxVNaHFwrLFiJL8ZN6zpQcx6hj5u+QFKVrWvH60GF8A6XSGr4/14DkRj8XOknZSTAl1tmyj6Y8Uk2vxYTSR+6PDfVQaPm9NzhKG0SqPSR7V0gHIem2enfLa8L/m2QZr9JM8rKWdkdc2jx0JM1ZSbSbpJNUbpo2yLGlCoK0nck2TdYyPLy+lNrWLVGEaWmuqwfXlGs8wm4rBlCvVHDZvJNMfW1whTdUs+y7HXVOjy3kg1z9Trk2l30ptbYspZ8q1pWqS19qckOUamknayD7YMtKvbws0r2+mPFu6G1mW5rEYXkb8M41P5T2tXRKa2Qg0993QRI6PzTvRQPM8hLV+2ubUwsw89wQ7OeTvVtWhElcjQXoc+BLwtuM4v1i59++B33Ac5xDLKrYzwO9fRR1t3ELIhw0GwhrTToJ5T3cTvlqczN3NuewBYlHAHc4FDrjj3C4CPb7f8E4xzblqkkfdk2Sca6NaG86lGcqleWFkEj9sC4PbaKONrYnBaoGP1e+gI8pw2p3kH8uvXvL5q/Fi+xmoBiKXjHmkIQxDa1RgLVK2vCd37trJWjPekrAZymqJQmUb5SlASojMfVmWZkhuMyLV4gLZ4mJIaAaNWmwIWKOJzaBbizWhncZk22wnA+2EJGNwmPZ6gc9Ao0gpgrfLVaZmRi/qjy1xo7kvpS8yWqqJj7R3715eLe1h0FniN3eVSHsOMNykQtNOw3LctajOEraExwY2Q38tEaykqTzRaadWW0yQ6coyn/WXT1Nk+Voa/MoyTN2yX9qJfH2E9gcHuliq+ywmc2zbtnyiNYbvWrvX3zfjJvlCziktOauUOmiRfrXI1dBMU3Nf1mWLaC3jHGn1yrmkOXVImPuyfLkGyGSz5hlJLxnvRpMit4pDJvsjeUGTOsh5JKFFqbbFnNMSjtuklNqaZJPwOUoICVsEb9NGSQ85lyX9teSukm+0LApaPDF5bVsXtGS1NkNmSVNjkG+TeGrZJqTUXYuqbYuDpI2VLSq3pLm51qTF66Elj9ei3tviJUoeMmPZlGC9WOfj7i+x1x1kKljgL0s/5JQ/bv1GGmy9QC1t3HqIIvoWJ3EdeLsScS0tWKpRjJ2xBdLerSHpSLsrCxpxUmy+BGlXPkNvOslPR6cJE5nWL7TRRhttXEdkoySf9B4hT4qfBO/wk4U3CTf4lWknq23jhqOzNEeqUeNINaJ8DXdHQeTQwCPl3DqJU80GqeZsfnwmF7i/v5O5ap1TCzc+hUobbbTRhkRHmOEztQfJkuQbwUu8Hp3c8OYItogEyff9JnGzTXRtxIlSDCefbZXmQxMVynu2MOZGZCdFibbUHFqcCNk3c62JqEEXUdriJGlJOCW9pJpBE23ako9qofJt8ZcMTWxqCnltypCiz6XzZ9idjBjz4eWTZ1fvm2ekiF/SXEvJIX+X6hqTPiRZ6IYSdGcSFAoXJ0uFtbGQYyZVHpKOWkweCVmuEXm3SlEjRcW2NAMGmooB1iV8rCwBg0wtlmnUltUqNmNNTc2nzQ/Tl32dOTqScV6aKVLo6GhK9SKT+q5/H3TVgi0dgOQ900b5rGYQLN+RPCSvjXhd0kCmtZDidy3OmDTM1lLbyP5qzgzSQFrymJyXhs9tvK+Nn3xfjrWWzsS2Xhg6Sd62zWtN7S/LlWNt6Ct/l7wi1eSaekr2wfCAVDlqfZBl2FQ0Eoamsi5JU8kXNhWXgeFNWzJpCVOuLbWK9qykrS1tlnlGUznKsmyJmuVYmbGWz9pScGm/S0cNyUOGPpLmEua+jZ8lzUx93UGOX07cT0TEny4+w0SwzPOSpjaHhtV2XfLXNtq4xtgXjyiG196lH6ASrmyw3VvHDT25Ii3z3c03er+nt8Bs3edC9daRyLXRRhtbH9vo4VcTj1CjzlfrP1vdHF0u2iq2Nm4oXGc5IGR4HQJCxp3lk4Uf3Tr5wfyVKe6Fm7+JycVjTLY3R2200cYWwm5ngM96j1GMKvx17cfMRcXWL1mwJSRI9Xq9yVrfFhfDiPdsYjGjVpHiTClSlWJDLSWBzePG1GdLzaHFLrLBiAhtnnhavActYzo0q6pMP23eZpqHnmy3LTu6Fp9C1mtEm7ZM31rbpcdIPIzwwpBqtd4kEtdUEhKaOFmKgrXx6cktj6/vpZpoLsWzhge0VCbrr7W0MZpaTbbNpqYwsKluNTWuLeaV5POF6vIz5flJospyhm9Jf0kz854tbYn08Is7y9HEnUSCfP7irN2a+kPylWyD1m75nkZ/W2wVozqSon5bOiHDm1LVZWuDGUs5D2yZ4824yLGUvGDaKOeyhBZjRo6vVFNoa1aTilXQXMtcLsuSqi4z1rYURHL+mDbaPDDlemGuJb1knCvZHkMzm1rMjI9Up0t+leNnaCrHT/ZHS59j4xs5bq3Uw6a9mjppfb2GZlK9b4sBpcWnk79L+pvxsalpzbVcB23eZtr7NjMW0w+pNjXmDuvbI3lEq8OsSdIT7/z5tYTbc3NzDCS6uSd/G5/pf5jJcI6v11+gsuKYYqO5bJuGLbFBauPWRSOMiF+njO8JJ8JzIsrBrSM4rbHiKu1f2p31cpFwl8dsC+QSbqONNm4xOBEMx3rYnRhkV2KQXX395GPLm50z/gW+Vv4pUfzqvyvtDVIbNxT1CDLXab/iOJBxQyq34AYpFmzyBslErW8RibaNNtpoYzORjVL8s+ARsn3LEqhZf5F3i6c5UR7hRHmERP/yRilO60T0rbAlNkj1er0pEJstOJnmLSRFwEbUZxNntgpDL6EFN7N5LzQFpFopV4pv5XuamFuKZ6XIz/RXioVtwbHMfVmXLEuKnrV0KJK2TV5mK6oQKX6VKgnTTykutWVt12gTui4Jb/l9zSNEio0lHTTvRanekv01z5YDh3rksH7ktRQKUkQt1SMaD9rSgMggfIYPbV5BJlilJhoHPdy/JoIGmJ2dZTFM8Hajn6NhF8moSq28tGrlZcvgbvhQzj/NOzEWi5FaOZ25iSTpFTsnTT2iZSCH5nlgxkf2UdJJqlBMn23phszv8p6Npppa2haozvRHU4lAM++Z9koelf01ZciypOpAqh+NmkK2W6YXkbTRAhxqKUFgbazk+1pwTcnPmqceLPPb+jbK8ZHvmTps6h4tZY5UaWmqIfmOVKtp80P2Rwv4KCHLkr9rphqyj9raJNc2W/BOU8flBEK2qa010xS5jmnBYG1eploKp1bpYWBtvtuCd7b6Hst6zTwYGxvj6dwjpNIJ/p9TX+fw4hnmGovN68X8Mk/L759cm+T8kf3QsCU2SG3cumhErOzzr70k4pnJPI3Q4bGuMvD+DGo4Xovz4+puzvidOEQM1c+zu3Kc8davXhaMBMm/Dsb1bbTRRhsAGSfJA+n9vFk9yYszb13z+rbEBimKoiYJhTxNyV2mkUxISYIm6dES8YG+G9eSj4KeskOWpdULaycJuRvXfrelDJE7bCMF0QzGQd+By5OqpJM87ZqTiqxLnj5kGVp6CS3FhY2Ocoeune5Dx8V1QuKu2xTn2ZRnM/LVTlOyjevD35+u53h7Kc0nhhvs68s0nZwlzLjb0m1oyWQ1I1T5O6ydNC9H8iGf1YyD5Zi+N1XntdoAY0GeWNTg9uAMe/3zTJw5Som1U75sy/o2mrGyxc8y9XV2dpL0ljdGnX19RM7yWG3btm31WUNfLd6RKcPA8LmcE7Y0D2Z8bPHLNOmzpKOU6mnG1FoiXlibEzbjVc1QWJOeyvu2WFtyLmqJRG2OIKYfcvxa8bHNAcScyG1pMSQdtTQsErIMY6Rri5M0MTFx0fut4hXZYhRpqSpsKZUktJhX8llJX0Mzm2TEjLXNWF5znpFlyXGXa4vmICL7K8swfGEz3jft1WIjrYcmbZJtlHWYtVtK8zXjftl22R/puGUMsh/lDmJ4fP30D5vaK9cTLaWY/I7s379/9botQWpjS6OxwstXry22oxa6PF8cZCgd8uTg+88tvRK4fLe8l5Tj82hyjJ6FI8QvUiRuLhIOBFFE1JYgtdFGG9cBCSfOk70P8sbCUcar0y2DPLaCF9Z54PR/uuQz7Q1SGzcUZrsSu4bf2RdK/ZTDGL+7u0bsfWif/VYxS4DL05nTdHtVJq/x5ggg5znLaWGukwdiG220cWvj4cwBsrE037nws6suKxGU+PDoH9JbOXXJ57bEBimKoiYxqRQxS/GsVMMZtDLas6mnjNhR/i6vpVjQiPKkONom1m2VMsKUpYlpoVlEaeqzZbvWYpTYwr5Lsa65r2WbBz3+jhRntlKxaYbmsCYibjLQrVeJYnEmFxapNC7OiG2LG6QZSmoxUCbo5L1aF493l9nXo/dXwoimtTGTdYGeBkDSX46rJmqX0MqShoWyXDM/Lly4QBTBq41+uoNZapOnGQfOnl1L2WJUFpJ2WnwmWOunjW8Mfft6e+mszzHrJZsMHmW5WmZyKfaXInFNvShppxnp2tINmWubyl7jbXlPQlPtyf7Ivkv+l/UZyL4ZdcHIyMjqPalakmNiaC55W8YrMsb9sDbGmmoJ9Phkkp/l+Jj7NiNgOSamDrmm2WIbaXHGJicn1Wszh2W75ViZ9si5oaWHkW3TUldB6/hksizNENz2HdHmvWyvprqzORDJ9pq+y7G2xVAzKkpZr6aGstGmu7v7omdlf6QKVNJJU51rRumgxySTc2J8ZIxH7/sib80d560LR4HmmEqSR0x9cp5I9f+2vMP97/7vZKoXOHz3vwX+/UX9M9gSG6Q2bl30JzzmGuGqqm2z8QZ76Y77fLS3BLTeIG1FhBE8O5lmquYRRtDwU4QRVBsd+LgUSXF/48h1a086CvCAkhNHzyrVRhtttLF5+Fj/w3QlCvwfh//mqsrpbEzw0Fv/K/GgxOsH/3vK/Q9c8vn2BqmNG4ZYFNIZ9zhc1I0wN6UOAiLAu4k1Qd+7kOalmRS9iQDXiSCM4RDhs/x3lzPDUHCxceu1Qi5cPrWW3Fh7g9RGG21cM+TdNJ/MPMRdPbs5vHiat+eOX3FZ/bUzfGLm/8XxErx69//IUm4vrTJUbokNUhRFTV42UpwsxbNayHQtvLoU/2lifwlb6g7NW0WLRbP+2oj2bXF0TBlaaHXQPdM0Ncj6ay0ekRSTSrGwVrctZL0RxbYKjy9VMVIUL1UdRrVg7g24IcTh/FKZaiNQ075Imst6JYxqQKobjIj/l2pL/LDUwdlKEplf3uZlaOrTVKzQzFuGd2zxX7TM1K2yf0teiaKIf5pJ8tJMigdyCzzRuTxHRkdHgWbPp1PiWovXZfNm0mKfyDZKOhj65gioOR7EE2rcE1mHTRUm22BE7TavIS2WmS1WjKbGtanQZFwnA+lZJvnYtFGqj6WKwIwJ6HNc0unEiRMAjI+vBV+QbZBrnumnLWO9TeWulaWtaTZ1uIFUF0r1h5yrpj3Sk0+qNzS1mPR8k2o1CTPfpbpOSw+imQ/Idsn7Uo1o8yhtFetM83xqtQZoKnTQUybZPDg1T0ZZr00VaeqwecgaPpb8LOeq9Aw1/CbbaPPc1Ty1NbMDWBtDo1ZzcDhQHeLXBj+M67j81cnv8vdnn6PQudYWWxy/4eFhAHbu3Ll6b192iQ+M/RHVeBfv3v+/UE8PklxXhoYtsUFq49ZEtxtR8gMWG9fOqPi2xCIvVkNenkvy0M7Wz28VRBH8ZDrFDycz3JGv85HCbOuXrgsiMoHPUqzV2auNNtpo4/JRcDJ8IfNhBgpdvL14gr8aeYaj4yevuDwvanDo9B9R97K8cOB/IJUebP3SCtobpDZuCBwiutyI08VLJ0W8WnhOxAOdNX42k2KuBl03wXe9EcK3L2R5Yz7FvR01PjtconRxbtcbggwRMSJK7rUMzNBGG23cqrgvsZd+t5M/PP01Xl84etXlHVp4hnx1lJ/v+++oxzvQIxDq2BIbJN/3m0TUNk8fIyKUokIpetaCW0lxqBZATYoKNct++exG1BSaukBT18iy5O+aOk6qlmQfpLjYiCilmNQW3FHzyrPBtNOWTsPUp3n8rL82Krbp6Wn6kzG83hxj5aqqHtRSO8gSu/esAAAgAElEQVTxle3RMmlLkevD+To/m0nx03H41d3L92xBQTWvFCnC1zKLS3rYVEOmPvm7lln8FxMNfjTfw0IQ54HkBe4PJxgf1dWWNpWwNlaSjjY1n3lPemdJPg/DkLy7XN5sI6TuV6zZ7c21HFOpzpHtMXNFUwtA8xw3bbcFODQ8IuuyeXaaMZa/aykaYG3eybGWKk5N5S7nolTdGZWSnPc2jzhNfSV5U6rp1r+zvr0SmupOjp+kqYHsj+RHowKTbZR9kOYThg6SHrJcbc60WsdsAWS19c2WakT217wnecgWCNe0Qf6upbaxBWnU1L+2gMTaOmNLRaIFg5V1aQEqbeYbWllaAGdbP7RUXOvba+g0MzND1B1Qjdf5wakXL6pXzhnb/BkYGACWVYNd5dPcu/gso/1Pstj/yEU2R20VWxtbEoOpOH4YMVm9thIkgK5EyF2FBs+PxfngIHRfzhHiOiCK4HQlyasLOU5U0nTH6nyxd5zOum6bcSPR74VUcKm3A0S20UYb1wBJN04tvPrvghs2eHD0/6MS6+TYnt++ojK2xAbJcRyroaQ08jXGV7aYPBrkaVpLIyBPqnI3KXf8WlJLWZZ8z+xkbekczOnDJo2yXWv9kRIVTapgMww0O29bKhKNpjapkDn92Yz25PjJuE6DqRgT1QahENrJ/mhxZ+RYyVOLoa+kuZT0dHV18YmBEseKnXz1FPzenZGagBHWaGaTjGjJguU9W1wS0/b1hr9na2meW+hjLkiQosH+6hH21k9RnI04ISQUWpwPCVviWkNHOb5a3CBZhi3WU2fco5D0GI2liHvLUjtNeiehxWNZ/56hjWyLJjWCNfrZ5ok59UseldJcLYGwNGSW1/KEanhaSrql9EbyvGbIKvnJxG+Rp15pCCtpJg2UDU6dWgtuJ/uj1SvXLC3tj4TmJCFpL9dl2V/TH0lzOe+lEbZZvyRtbUljTdtbpQ+R4yv7ZdMIaJD1mrVD9l2WJWlq7ss2yPEz88dmnKytm7a4eBKawb3NccHMZ1v8JS3ljk3yqEnCbek6DG/akidr34mZmRnoiKjEqk10MPPD9t2U89bMmXvnvk1HbYxX9v9bak4KVvppGwsNW2KD1MathULcIxvzOLygT/5rgc54yNM7Ir551uXtmYh7Lv7uXHdEETy/0EeAw0eSZ9gTm2dycbTlezcK2xMOQRQx6156U9RGG220caVIeUkqoX64vxSSUZWd0XnumXiDvvJxuitnON/7UaY6D3GlCRTaG6Q2rjsK8eXTx5J/7VNiSDwxDC9PRXz1tMP+zojk1aXyuWpM+wlmgwRPFibZG14cfXkrIebAYNxhvBERpt6H+VraaKONLYGUm6AaXF5sPDcK+IPGl8lQIZiNMZvazYnhz3Jq6DNX1ZYtsUFyXbdJbdYqtodmqCfvS5GfFL1phnRSnWAz/DTtkWoB2S5NXWCLt2FUBDbjYwlThhRnShWNFF0bcaXNYFELx2+LMSSfNW2XmZWl+sq0Uaq/pKhWi0czXq7hhzl2ZhKcnVlTEUgxdyvRp6Svlr5AlrVqLLi0wC8PxPiT03n+51cDsl5I0o2IuxFJJyLhRqRiDlkv5OGe8uoGyia6NvXZMtY7Sp4ySdu35uM4RAzUxzh26hjQnH5CitelAayWUkJCy34uVRq2lARmrDQD3O0JB89xKGU7msL2y9hTsg7DTzaVo1SRmvfknLKpVcxYrjceNwgUMbqM5SNVP4ZvJG0lH2tqZRkLSBppa2pJySsyLcL27duB5nVKi4cjn5FjosVKk9cbiR1mnpH0kONj+NSmstfaIOmhGXnDmgGt7K8txYxpo03lZNprS5mkpQyRtLHNH9N3GavJplIydLDFiTPXtvVMiykn56+cB5qht6xXtkuWa8bYptozfbDRRjMqt/GuFgPKFn9J8p6JfzQ3N0c88lioLTXxozaWUi29pyMiM13h5fynmL3jNwjdBPF4HBcukh7Z0o9p2BIbpDZuLTTCiHOlKjuzKeKuQyPcuK3A1WJ31ufXhkscXXCphw71yKXUiFELHRqhQy1yCSKHNxd9vrSrSEdc18VfLaIIzgTdDLlLpJzW3oQ3GtsTLiUnRtVtLxlttNHGtUHSTdCd7OB86ULrhwW6/eUN1vnkftKbaALQXu3auCE4uVRlbz7NbR05jsxd3yA/D3XXuTut2z/F43FOFON8dayDPzpV4Dd3LrF7AyF/aqHDaDXOtkxENtZ6wzfZiLMYpbg7dnkLwY1At+eQ9RzOejdBEKk22mjjpoSDw397z5fIJ7I8O/bKZb3b5V8gwmEuNrCpGTe3xAZpvcW8FK1JUaHxopCiRs0DZSOeM0a8rsWDAHvYdgPZBk2lYYuHo3kg2VQLmupN866TbbeJUaVqx6gc5O+2zNZGJCrbqIlfZR9tMWiMmsB1XRb8kNlagzu6srw1MdP0uyxXim9lGzXvHPm7VD+aPtjatZ7/4sDnu3r5h7lt/MmpPJ/fUeKuQuOi90qlEmEEbxez/HS+k1K4TLe+ZMDujM/2bEguFpGJRdTKy6qKhcUG1SjGsXoGJwrpXDrDHI1Vcb4cU9kueV/znLHF3dI80yQkjxk+NiqnpOtwqL+TznoZH+i+7Q66XbdJJWWLFWPGTXqjSY8s7T0pcpfXWvwXWwwoTXUkvc2kusaovSRtbPGkzNoj6SVpLss1/GaLWWbuSzWjLZu8pqqS49vKG0nSXLbH0MeWFkjzqLLFu9FS7sj1U8sGb1t7NNiyzJs1x5YCSltrbd6rcl4bfrDFX9JUepJOkqYGNm9PTT2vtcXWHtkWW4wnA83sANbGyub5KSF5T3tWlmvoL/sg2yBVmGfPnuU3d32KR/rv4f9886/52bnXmvjG1CtNaqTaesh7g1Kin56Bbau0sXmat4qVJbElNkht3Jo4WazxUE+OoVya8eL182jbCHpjdf559zm+NT/M35zPc7BQ59ODJQpCOnSmkuTZuS6mGgm2JWt8vDBLyc1ythTnrYUEr8zJRcZsCAZW7wyFkyS49nGgLhedMZfd6RhDSQ+nVqQUSzKdzNPT4kPWRhtttHEleLL/IT49/EG+cfJH/P2pZy/7/UJ1lMXUttYPXibaG6Q2bhjOl2vc05HmYE/HltsgAWS9gM93j3CUbTw/leZEsZMn+srcnm3wg8kMx4oJOmI+v9Y7xR2ZCo4D+XwM+mqEERTDGGXfoRQ4vDoJldBlv3OBlBOQcnyKUyOtG3Gd4AJ78mnu6MrRm0rQCCPOVHzo30bDay8TbbTRxrVBj5Pnt/Z8jDfmjvIf3/qby36/EM6TrU0w2vHgprdty6x8UvxrCwTZSnSmqcJsajMjFrRZsWtiQy0FwEZgU7etLx/0zPISNu85U65N9aeJV22B1DRxpBwTTTyuhd9f30ZTn2zLe1Nz3DfQQzwKVXVCK+8e2UbpYSTTGxjVqxS521SvRvUjx2F3psjn0glerG3nmYkOngHiBDycGOWu+BRJ38PE0FvvHZJlWXb0VH65PuOtAbAwt9ZGzTtLtkGqlMyzUuWhZSCHtfGRfCHnRCoe4/Zckt2ZBCnPpRzCVLaLpWSWyHFXg7PCmqpEzg1Zrxwro4aTKjbpdSJ53vRN81iFZtG/ec9GG8MDcvzlmEge0gIr2gLZaUEJJTR1jeQxOdcMP2rqivXtMSohWb70ypN1GN6VZgdyfLQAojbPM9N3+f7Q0JDaXi29ixxrLdCqbLdWL6zNcalKkSpDTX0s26t5ltnUl3J+GPpratH1/TF8IcdEXhto6r710Lxi5ZzQvGltpg8ShtaSTloqJZvXmORTTa0p+yv5XJtf0lTAzNXP9X2AalDnD49+lVRmbQ2RZZmxkB60g/293Dn/LPfNfY/QjTPV8xDxeHyVjrIPknaSRyS/adgyG6Q2bk28MznL/UO9HOzrYmRyqvULNwh5t84nUqc4H3YyG6a4Mz5Dcguqxy4HLvBYT5aeRIwL1QaTvsdcCNv78i3fbaONNtq4Wtyf2cfe5DBfPv4NlvxS6xcEHpz+OgcWf8L5zL0cu+2/oJLsa/3SZWJLbJCCIFDTV4CeUNC2UzbQ4nmsf69VIkMt7L5m5L0eZvcqd6ayLNMHaRBp66+5lpIr2QZNImIzdNX6K098Wnh8WJMKSMNc2QZjkCjrkikJNKlbf3//6r3x8YDRYpV7B3t44WSSetCcHFdKIGR7JbQ0K9qp1WaILk9I5lmZwkGOdRiGZIFz6LSxhbE35UrDRDnuZixbJWoGPbVKK96+2HA7Yr8X0OOGnPYyzOcTDA4O0kfziV1KI7SUILZk0GasbOl7JI9okkwtkSWsjYv8XfLeuXPngGYethk1m/5o47++XlOeLWaZNkdtxsdaAmFb2h8zv6TkUTogyDpMTCopyZNlyZO+KU+mTtHi7Mg5p0nfZNvlXLUZJRt+sCW3luNm5pWUGsnx05Ks2pKPmjkjJRhyvZDXhr9tvC3bbuazjBMnjbQNnaRETV5LOpr3ZFskzaXEuFUCdQkzPvJ3bY2W/bKl4DLjaksPI9ujxXWSfOwX6zw9+AinyqO8VjlKoVCwJkU3fCgl2lF6mmjR4c09v0eNDKxLE2UzxtbSsNjQtrps44bjrZlFUp7LB/dsv9FNuWWwww3oc0PG3BTz7dQhbbTRxnXGx3sfIuul+c/jP+BKIuFN5u/GIaKveHjT22bQ3iC1ccMxXa1zfKHEg9sH6c9t3LarjStDnxOw0wuZCF0m3HZsozaWETkR1durLHxigco9FcLktQmS+n5EFEWEYXhZCXJvZXi4fKDzXt5aOsFo7cpMK+Yye2i4afqX3tnk1q1hS6jYoFn0KSFFrkaMKcWDmmGnzdBZE3nL96VITlPH2DKIa1notTQFsCbmluJuW4h3LVS7FCdLkbYRIUvaSNWDLNeIdeVkbmV0blMpGhGlzVjQlqHdwBjTvrtYZUc2xacP3s7fHzu3KlKVImZZh6YOsKlITXtkH6VKUVObSFGvFBFLkbh5RtJZtktLO2LLeG7aK/nOptIw/dFE+aAbyZuycpHPvqhCNZGi1jXMXiG2N6oMqVbTjKxtqkrNkFUzOF4P03ZJL1mufM/wgJbSANbWEVtdUr1r+iPpbDMYNqoUW2oizThY9keqLLTxk+ufbINRKUpjatk3k7oD1ugv2yLXA6neMCltTBsa2xrUPl4j6A5wiy6N4QaV+yv4Iz75k3mSc0nruqs5vNjS82hrmoRsu1k7tLkOepojm8OLuS/pbJu3ph9aug5oHouxsbHVPqbTacIwpF6vUyqVCIJgtZ82fpT9lY4FBnIuStWcZoisqT1lHZLfZL2mjbZ1TtJUM/iWkCYEhqbyW2cMs+/P7idfyPDc9Gv4vr/aXpuRvRnjpnQqocNk9gD9S+9QKZdhXUowSQObw1I71UgbNwUaYcRLo1M8uXuIO3s6OFfd+uk3bjako4Dbowq+F2eqc3B1QWnj1kXQFVB9pIq/w8ddcsk9myN+Jo7b51LeX6a0t0RxV5HEXIKe8z10jHXghm3Fg0QymSQWi1GtVnEch1wuRz6fp1qtsrS01LT5amMZjxfu4UJthiPFM1dVzkTuLrYtvUG+McVSor/1C5eJ9gZpSyBkcOgoyWSRWjVOo5Gk0UhSLDo0GgkqlRiNRhx4f3/Qjs0ucqCng0e29TFxZoJa0BbxbxY6Ip+9UYUAh+muISL30ienNt7fCFIBC/csUN5Txqk7pF5KkT6axglXpHnzMQovF+g/0k9xZ5HFvYuM3zvO1P4p9v50L07w/l6LNoIoilY3R+VyuckoOZvNks1m6evrw/d9fN+n0Wjc8io4B3g4f5DdqSH+duyHV2R7JFGLLUvYumrn378bJM/zmrwlpChQ8ySxifi1DOJaaHpYEyFq2bDXl6uJSWUbpQjReJjIU4N8z4gYzTv5fImHHn6Hvr4iQeDgeTrLhCHUajFqtQSLCxkmJwssLQ2xsFAAnNU2Sm8Km9pSS8kiReKaekmKVDUPMJtoW4q/Dc2lSkOqPBKJBIcrAU/kXB4a6OaVmY3laDN127LUG2zEo9HQwUYPTQUqRbateMiWSsTQxharRJZleNrmtbLe423Yi7g9qlDz4ozletm2bc0YXnrGmHGRc1FeG/raMpdLFYFRzfX29q7ek+Jzmwfe+j5Cs0eUoZ9NBWraJuuS/KbF5ZKqNDmXpUrJ1GHjG1mfaZvNu0pLCyTValJNYdYTuYbIOaOpDOX8k/2Zmpoi9ELm980z98gcuJB6L0XmrQxu3VXVOa7r0j3bTTQbMZ4bZ+KRCea75kmcWKOj4TdJZ8nb0uvOqKrkuiDrlR6h699Z31/Dm3IcbF6k5lpTX4KexkOuF5IXzp07h+M4dHR0EI/HmZiYaOL9MAxX/5/P5+nu7iaXy5FIJFhYWGhKfaOtM1KtrX3fYI23bKYekvfM/VZxgWRqD5s3rRY3SNJO0sHwsbm3JzXEfz34eXalBzldGePN+snVsTf0tanszXNS9ZdYPMv9o3/KfGKQ2e5fIuUtr0+GfjY1vS2tj4YtsUG6NRFx+74R7rvvBL7v8vzzd3D2TC9RVCOV8kmlfFyvRDoVkMmEy/fSPvkcdHUX2blrGjhFoxFjdqaLqelOpqe6mJkJCW9iEfiSH3KiWGN/PsXpYpWFthDpqnBbPGR7DIrxFBey3UTOzcsbbVwdgkTA+AfGqXXViJ+Kk3olRbKyMSN9B4fsWBav6lEeKDdtkG41uK5LR0cHsViM8fHxSwYbXFpaYmlpia6uLjo7O+nq6loNa9PKxfz9gs5Ynl/teZz783cw31jiz8a+y6uLh0lY7Fo3hCjk0cm/JMLluaH/isC7Ns49W2KDFIvF1B0vNEtizElC7vzljtWcDuTuWO5CNUNleaKU1/IUbk6PmiQImqVJ5r489cgT1NTUFPl8g49/Ypy9e6ucOJ7m29/uplisAOebd8iJBBBrOgkt7+y7yOcbbN9RZfv2Ctu3L3D33cuSo8c/COfOeZw65fHG6zEmJpZ3yPKUphmdyxODZrCtncZg7cRui3LdKvmuPLUYHpgjohxUeaivwBuLNRb95bbJcddib8h6pTRJO21JaBGNbfFSJMx9m/G3ljzSliTXnMJsMaTkydrUYUtOmU6n8YB7Mi59MZhwEnjbb6dTicmiRV22xcQyC7oWYwqaaW5oKsuyRWPXypL1apCSESkVMPXKtkgplpSYmTJsBrRaIl/JF7YTuRkXuS5IyYc2fnK9ke8ZHjMxjqDZMHvHjh0XtVuTQNVSNUY+NIKf8en+STfJ88tj0dW/xldaMmE5JnNzc6QupCgPlYlX4jiRc1HfDWxrpaG5pIeMu6VJobQ4PKBH8deSv8IaHWXcJ1u0ddNnLbaR53l0dHTgeR7j4+Or9LVF5jd9WFhYYGFhgVwux+DgIPl8nqWlJebm5lafkfRfXy80rx2GTnKTZVt7tLmkOf7IdUFC0sG8Z4tD1iShm5rlqZ6H+diOB3Ec+ObYj3mh8g71yMdbJ+E3bZdzSq5Nhv/Nc/tLL9NfPcULfb/JktdFh+ARI520xYiySbI1bIkN0q2DiDvvXORjT03iuhHf+U43v3gjx5WopZeW4hw5nODI4WWmdpwSO3bUGBhYZM9enyefrPPxj9c5ccLjhRfinD0TEYY3h91AiMO7pQYP5ON8uDvNkh8yWvU5UvIoNnTvlzbW0OHBnWmPnAvnnBRTboJdbYPsWxaVbIUT950gcAN6n+slOZ0k5MpEs+kLaUq7SwS9AbGpW+vzEYvFVg8qo6OjLTfxGorFIqOjo3R2dtLR0UEmk2F+fr5lyoubEf9mx+e5LbONn8++w1dGfshMfaHpgHLFiEIOLT3LdHInJ3OPXH15l8CtxeE3EMlkg0cfO8nu3TOMjKT45je7mZ8zu9qrN9yrVDyOHcvw8svLJ5lsNuShh+s89liD3/7tKkuLE7z2eobXX9OjUW81TDdCnp2r0R9z2JaKcSCX4EBukKlKjdNLFU7M+FTbRtxNiDtwZz7JrrRHLYI3yiFR4dZVhbQBxUKRk/edxA1d+n7UR3xel6JuFOmJNERQ316/pTZI8Xicrq4uoihidHS0SWJ0uYiiiLm5OYrFIr29vfT09JDNZgmC4H1lxL07PcSzs6/x56e+vanlDtdO0BFM89Pu37rmnrhbgsNd120Sgdli3xjxmxRzS1G7EdvK920qDSOCtzGkrNeI4aT4UMYUkaJac21OBLFYQE/PeZ54cpJkMuT738/yws8yLHdlWawr+y5VA1pqDSmulnQwbVxLBgnf/pbPd74Nd93l8MST8OEPF/nQh4ocPbLAy69kmJ5qYDzjtESWy+2/dEwX00Z5MpDPamlUpOhUU4XBGk3GZ2YYLwWkKgH5eoU9hTQP93fyYF8Ho0sVTs4vcXaxRCOM1PGFZnG+gVQBaLF65O82MbZ5z6ae1IxwbeklzLOSjjYVjrkv27IjHWd/yiXmwHQszUQsQyzjrIbml4lGpcpJitWNOluKzKVa07RRliXVAlINaNooaWs7cRs62BwbpNpRU4tJlYYWL0X+LttgyrXFapJzzdBEjplNpWGubXxu+qnFWYJmHjHqJ6mGsqmkTHtNupWFrgWOHzqOV/Ho/XEvXtFbdYQ1c01LDwNrdJT99TwPL/RIziaXwwK82WzPZjPWlTQ1fCxpZ0sKa8wNbClbzJyyJRCWvHvq1KnVdsXjcVzXJYoiXNfF8zySySSO4xCG4Wr8onq9ThAEuK5Lf38/vu8zMjKixmWyJXo1vKUZgdfrdRqNBrlcbnUeFYtFNTE16GpcmzmJljRWlqulErHF+NJixslvj5yfho9TTgJvm8tMfcGaykfCtF2uITIx7fbty44luVyOO8ZO4LtJpvsfJ+sut11LH2JLQn052BIbpPcTEok6vb3zdHROMjCwSE9PCdeFyckkX/vqIMePX9+YGFHk8M47cOJEip6ekA98wOfRx2ocvKvKzMwS589nqFVdoqhIre5Rr3lAhno9Rr3uEYYp6vUbzybVEM7NLvHu7BKdiRg7sklu68zx0Z0D+GHIW1PzvLdw68UbybrL6rSumMO8H3G4EpDtuzmkhG1cO8z0zXD6wGliCzH6ftyHV/OINkFSDZCdyDJ7cJYwFeJWbx6jf8dxGBgYuCigYhAEq1GwY7HY6qZJolqtMjIyYg1weTUoFovU63WGhobI5/NNgRNvVmTd5Q1j0S+3ePLykGrMMVB8l5n0bYTu1UlDN4Ib/+W7yeF5FQYGztLZNUVn5xS53PJu2vcdpqbyvPXWNk4cdzh/PrNiA3TjPuIzMy7f+laCF18scPCuCo88UmffviKpVIDnzV3yXd93qdfjHDm8i5GR/depxTrm6z4TSyVevTDLQCbFXb0d3D/QTXe6zEsTcwQ399qyAUR0ujCUcemLOfgRvFsOGGssd7y9Pbq1UcqVOHXnKfILeQrPFXAbm7uJyUxkmD04S324TupUqvULWwSe56264AdBQLVaVSPYy8j8nufhum7Ts9cC9XqdxcVFcrkcsVhsddN2syKz4nJfCq7+e+dFPrtLr7Nv6ecMV4/iEHGk79NXXe5GsCU2SJ7nNYn6bZ5lxpJdej7JmBHmWoq2pXhQi58kmdAW38WIcmX8iqmpKRKJKo994AckkzXqdY/JyQLvvD3E+HiOkRGPIFiuT1MTarF31sOICG2xnDTPMi0Uv6wXoFoNeP21BIffM7SLSKdjJJMhqVRIPu+RTAYkkyGuVyOVDEmmQoaGqtz/wDESyXleenEHUeSsioZtXm6aitMW60fCjKXsg+QRKS5+r1ajWqxzsJChI53k1YWa6hVpU+Foi6OELQWGpuqSfZPiZOONYlMla2oEWVcymcQjos8JGHQD0kQ0IpcLkcdoFCPZncP4NknPJnNtU6VIaNnE5fiYMuQ42LxEDf1tnnZaqhApqpfpHKT6ydBU0lFKBAz9bSl3NLWlbKP02NFSP9jGWtJJW4fkPDBqQlm+LEt6rBkVqY3mko4zMzOEhJy4/QRezaPvxb4mNaFUAxlVrlS1aCpuTcUTK8VwKy7BzoDUWGq1DVpKGPkerNGmlXpStkdTi8pybfFuTBoQWOaxjo4Ozp8/39Ig2rRdi2O2vo1mfbocj2BJZ0l/WJ572WyWeDxOrVazmgKYb5IsS64hWioR+bvm1aXFHFwPU4akh6YOd3LLavxSUG3qo+27Z3hequ/39zjcufgT9pZeJzlVphzv4tS2X2e076OUU4N0ivclbbS11ua5ZlPfGmyJDdLNiYi77nqVWKzBM9+/m8nJDqLIWdXNBsHlezjcODj4vovvu5RKUCyuMVPzRIn46EdneeTRSQqFKj/64W3Xv6kWnCo3qAQRhwoJHu9KcTiIKEfvD8+trBOxw2nQ5wR4DhRxOUWcqdAhXDEqaaecbQPgRPcJ6h11hn4+hNe4NtHSHRxiSzGCzM3jUVooFC6y79mqqFQqhGFIMpkkDMObUpL0UMdBwihkrrEEl8uGUcS9wVt8YuwHOFHE2ey9jPY9wWTuTrK5fOv3NxHtDdIVYvv20/T1X+DI4fuYmLi+g3bj4PD88z3Uah188ENn+dVfO8LP/ylPpZJu/ep1wIV6wEvzNR7sSHJfPOBww2U+unlsJDR0uxH3JCEiYDryuBB6VL2V0z03zweqjWuPxcQix3qPkRvJkbtwcWyvzYTruwSpm4P/PM8jCIImh56tjlqtRhiGpFIpXNe9qTZJH+36JR7quJNvTvyExaBE9jKU/omoxicb3+eu8D3GUvv5ae+/ohLraJLGXk9siQ3SpXS7Ug1hLNxtKgIjZpMid5u6TctCb2NCI6Y+ceIEAOnMIg888Abnz+V5/nmXhYXxi96R4llZrxFz20SYWuZkG1plpJeQNDHvtUrNIdsjy//pTxOcH+nnc5+b4iMffZF/+OZOjh9fU3tKTwSpAqVd6VwAACAASURBVG3VVqlGMCoAKQKV78nFzqhjisUiVeDVUsihrMfd8ZBj9ZDx8sUZ4G0wz9iCGsp6jXhd9lHyphxLv7E8lnIcZHs0T5zBfJa7klCM4Gyqk2AlCnbPypywpWiQ7TEifpsKoJVHjvRSM2VpaU9AT7ch+6gFnQRdBSpP+tIbyUCK7bXxke2Sa4hsu1FTrFdlGmhjItcLzVNI9sO2nmjzT6piNC9DLZgprPF+SMgrPa/gNTxyL+co1y728NLSe0geknVo3pzyOqpHhNmQWq3WpAY3kGMt1xZDP9l3yZuaGYQt1Y/pm1S7yUCQMzMzdHd309HRwdjYGKVSqel9m2pPC1oo6WhTVWn3DE0lX8m+a+YX0gaqUqmQyWSo1+tNa4/hC5vaWku3JdcFLQWUfF+2S0uvYxuT/YWdfG7wCd4pneL5pTdIJBJNtNW+57DM8/3hBF8I/px8OMOrhU9xfvcXSTguCXRVpS0Ni/luyjGzBeDVypW4uY/XNwCOE3Lw4EsEgctzz+3i/Z5A1oYzp9P82Z8O4vsOn//CaXbv3jqns2oEb1RhNoQ7krA/ERHbJA+eK0HSgX+5bxv/ct82CvGNyZvTrsM9yYh6BG/XnNXNURttaDiWP0a5UGb7se14tWufiNhpOESxre0NkclkKBQKLC4uWvNSbnXU63VqtVrTpmqrIuMk+deDn2bOX+KvJp65rBX3vuBN/rX/F8TCOt/t+wN+Ufg4bIE1b0tIkBzHadqFypOZ3GUaAy5bzB258zbQUhrI+7bfZYj3kZERYDn20d33nKJQmOXv/26A8fEKUGl6Vku90TIhniVprNkVtzoZwJrkQk4kSUdZrqGpPEXIE4NcTLS4F+Z0PzsL//f/ledffWmRpz5+kh/8IM+LL2Sb+ivHz1xLSZFNimV2/zbpojwNmbZLvvB9n/EoImyUGKJCf8zhfLbArBMHx2nqr4z7ZE7/2j1oppnpj00SEAY+w27IDnetrk8Od3Gq3OBYqU5dBLo0Y+w4DnHX4cGBDlwHjjhpYmmXnTt3rj5r4oPYJKnyRG/GXUoj5WlKMxi1JSY2/ZTjJyVMmlGrzVhXtkGLEWWD4XmbMbxmNGsztjVtsBnNyn6alBLyWcmbkkdM2zSDY9DjtdkcU0wdkh/XGyJXkhXe3vY2qfMpGu80mozS5ZyS9RkplRw/+aypT0rv5HVYD4m8iHq9vkonyfs2CaBpgy2WliZZkmMi1yGz7p48eXL13szMDB0dHXR3d1MoFKjVaoyNjanGuHJdtUmxDGzG0Ia3bKmWtLhcknc1m6j1a3GpVKKnp4dkMkmxWMT3/dX2ahJ6aOY9LfWGhBlrm8GyFhNJtjGVSuHg8Ln4B8m6af5w8u+JEi6ssKktHpGcXx+Ovsai18Mzw/8NNS9HDN1BQJYl+VyOpRkrm3TNNpYatsQG6WZBT+8CBw+e4fSpQY4ebTtTAxSLLn/yxx188Z+X+OQnlygUAt57N2JLSNYch4lEjvlYim31JfaEVXqjBufcFNf6PJkL6uyLNUg7MBM6vDlTohFFHMgl2JOOMZz0eG+pxki1eVPgAo/35snGXI6SotoW8rbRAuMD40REdL3WhXMZ8851XYIgaHmA0+A0HKL41pEgua5LJpOhp6cHz/OoVCqMj4+zsLBAFEXWYJI3C2ZnZ+nv7yeXyzUdLrYKHo8dZJfXz1dnn2O8MdP6hXWYim+npzFGzbu2tnOXi/YGaYNw3TqPPfou5XKK117bD4y2fOdWge87fO2rnSwtLfLYY2UcLvDuu0OtX7xOqLkxTiU7yVWLbI9qHAxLjBNnjPiqF5iEA+RjLoW4RyHmke1I0ZGIUfED5vyI6brPbF2XdsTDgGG/REfYoAK868eYj1zK4fLH5O2lOucqPnfnE9zfmWZX3eftxRpTKwech3py9Kbi/NP0Em7v1los2th6iIiY7p6ma6ELr7qxjY7ruqsBEcvlMq7rkkgk8Dxv4xsJH/AgcrbGJqmzsxPP81hYWGB2dpZKpdJSOnAzIYoiisUihUKBXC63pTZ9Q043j8YO8KZ/mtfKx66ojLH4bvbW3iXjz1OObUK+tk3Cltgg+b7fFOtEM/qDNVGhFAVr11IkKEWycSVugs1QT8YPWVpaYs+el8hkq/zjM/dQLofWlBFG/C3vaYaBthgNWjbrjYg+TR0241XNUE7SzpY12kxCm/GqKSOfz/PiCwV6esZ45NFzFItpzp/vVttgM2DXRKq2emW5Rlwvy5VqF2mEuBj4ZGbGGV6ao88Nmcl0sYBPmpAMEalUnowDrrNGiwoOlcghG4/T70QcYDl7Xj2eoJZIU3Jj1LwEhVqJzso84DCVzLOQLpBwHPpZUx3Mz89TB16vwpAfcnvS4yM9Gc7nl8dtR9JlxEkSHyiwe/fu1T7IsPsm1YSkjRTVa2lSJJ1tImZDf/m7FOEbFaZmuC3fl+VKPpdtlONj2ijbIvlYqk6NqNwWa0brr2YQboMUxctnpYpLK1dTp8l2azYktnVM43M5P+WaNhaOUUvW6D3au2rEK38fGBhYvTbzJJPJ4Lou2WwWx3GoVCpUq1VqtRq9vb0kEonVeFCy3iYarAxf4Aar64lcu2zqD81oWY6f5DdDU1mvnPdnz54FltWf/f39jI6ONsXP0mJeSVWoTX1v3pMqbMnzkqcNn9pMKszvtnkgYb6B0hhb8pXnefi+T09Pz2reNpsqWc4l2WcDTf2kpesAPaaSpE13kII6jGbmm+atKVe20RZTbiqzD4rQXznOqewDQPO4mzbI9208ZhwPtHECu5OKhi2xQboZUOgYZ3S0m8lJXefbBoDD9747RNdvjvGRjx7ne9+960Y36CJEXoxS/w5mnDi9pTkGi9OYzFZ1HIo4zAWw2AgohlAOIZES9iM93aT8OpmgTjbyyZfmKYjyF+MpplId+K6H2+KEN9aImGxE7E067Eg4OI7DpBNnwmknmG1jY1gcXMQJHQqTBea52NtvPTKZDJ7nkcvlSCQSxGIx0uk09XqdhYUFGo2G9YDahJVvTOTdeAmS2WBpm9jNRuiEREQbUmVWnSqLziL90cW5IK8Uvu9fsVr0WmHCXSAiYiC88m/jbHyYiptjb/mN1Q3SVkB7g7RBuG5AvdYOx9cKvu/yox8e4Fc+8zYfe+oIL/98G9Xq1oiTJFGNpxjpGCTTqDC/VKSMS4BDrbF8Eqn7eoyX0HEpx1PL/zIZiELccpGUX6caS1B0Lm9K+cCxWsRoPaQr5lDK5q95huo23h+IiFgYWCA7k8XzL/3B9DyPbDaL67pUKpUmiYjjOKsn842m0wi7Q6iBU7nxvJrJZJYlvS2kAVeDiIiRrhHeG3qPtJ9m1/wudizuII1wdCFgMjbJeGKckdgI0940OLAv2MfTPE2czckdttVUh3XHZ9YpMhheuWoscjyOZB/l0NKPyPmzFGPdrV+6DtgSG6RGo9EkdtTiZoCekkBCs16X0LyzpLhNitSN14q577oNfN9dXUBsInEjmrSFiNdiycj35bWx8pfiTFtKD1OeLW2JPF2Z96RYWHqayBQI5r7Ns8n0TS6so6NFvv61Yf7Fb5zj3nt/wre/fRDf91ZVDlLdIPsrU8hoaQTktRTLa+MuxdTa75J2PT0NetY9a4OW8kHyruRNzXNCfpjWe4IAbBPly3g4Ml6N6YfGz9DMm4Z3ZH9tMU4MfWUb5Zi0Sh8ioanNbOoAwzuSL6QUQ5trtnq1umzzy7RNli/L1cZyIzGgNJWTHD/zrC2LvYQZV0kbMycXUgs0Mg0K7y5HiTZ0lGqq4eFhXNdlcHAQz/OIx+Ok0+mL4ioZnvB9n1qtxsTEBNCc5kXyWGIgQWI2QS6bWy1L0kPSWfMStKnLNdWo/F2mezJtHBgYoFwur9pTXQq2eG+ad6rxNgycgMPDhzmeOs5QfQg35nK4/zDH+o5x0DtIv9PP69HrnA3P0qCBi8s2dxsfcT8CDvyYH1N2ynwh/gWyTtbaBvPNsc1P0zfHcXBdF9d1m9bdVulbtO8QrPGWTQKnefhJfvZ9n6lgidvrA0RBSLji4G/aZpv3Eo1Gg3eSD3Lf0o84UHqJ17s+07R+mm+SnDNyrDXvbdv8ssV70rAlNkg3A1w3wPe31s79shFFxIOAVBCQbDToKJVJNOrE6w1OpFIUM5sn6ZmeTvLtbw3z2X82whNPnuCHP7ixCW7baOP9homOCQghM3bpYHfGRTwej2+OasYDv8sn8+6l671eyGazat68zUDZK/Py4MvMpea4t3wvh8qH6OroYjqY5m33bY44R3ibt+l2ujnkHWKPt4fd7m6SzvKm0PM8BrwBvlH9Bn9a/1O+GP8iXXS1qNUOx3G2jHG2xGRskQP1YYZjPYz4061fUFD0OhlLH2Bv8TVe7/rMJrfwytDeIG0IEZ7n4wc3xwbJ830GpqYYvjBBz+wsiUadRK1OwvdxLSL0gb4+nnng/k1tx5kzWV56aTePP36Ghx85x9EjV74wtNFGG82Yz86TnEteMudaMpkkn88zNzfXFHvoqtAPuBCf2RyV0dUgHo8Tj8evSSDIqdQULw++TOiEPLH4BLvqu1Z/66WXJ8In+GT6k1Sp0unZ1UsHYwfJxrN8pfEV/qzxZ3zO/Rw7nB3W5y+FrWR7JDEZW5a27ooPXvEGiSikozHJYryv9bPXCVe9QXIc5wywBASAH0XRg47jdAN/C+wGzgBfjKLIGmp5vf7YFsBQC3+vhXWXYkc5caTVu6nPlgpBPjs/P43jQKnUWBW7aykaZN1SJSXLNWI/2Ucp7paeL52dnew+f56DR4+y1NHJ7MAAxV07qeaX7VSk2LBQKtFx8iSFEyfpOH8e1/cJYjGKw8PUMxlKySR+KkWQTFJPJPBTScJMBj+ZZPjV19h2/Di9XV1ErtvUd80rSIo2NQ8IecL5xRsdZLO9HDp0gXqtm9OndzSNmS1dg6YqtHn7mUVD8oWmCpHjINsrPapMP7W0Geth7stx0DwlQVc5SRh+kKJiqc6TbdC8YOR7Gm/ZUra08rjRVLq2OSPr1cZEqj21AJK2LNuyb6bvNnWAllrFplo1/LYRo2TznqSXfE8Lwig9yDTVgE1dIO8bHpA8alRLgRtAda1/pgypmh0cHCQMQxKJRBM/mTrM2mVosbCwwNzc3GrKDslrq20cXmlbuUAsE1P7o9UFa6oZ2V9Zh5bKR471eg8vo0I2KU/keiJ5zKjN5Domn5Vqyd7eXk5nTvNK9yt0Rp18qvYphvPDq7/LsTa8afPOMmOzx93D7yd/nz8v/znfCL/B76R/h153bZxkubK/69MjyUCpURQ18bako+apKuenNNsw887meS3HSktxMjc3R9VtMO+WOJjaxQuVd4C18bOppeV6X6/XGW6cIe/P8Fr+E/i+r3rPSdrIMZM8pnmK27zVW+W42ywJ0hNRFMlt478DfhRF0X9wHOffrfz/325SXdcdnrein29cPwmSG4Y89Is3OXDqFMVCgfz8WXYfPw4/g2o2y9zQEOUdO0jPz9F1+gzpFbuESlcXE/fdx9zePSzu2EG0MnElIxhmM4w7d9te+g8fpnN2lrneXjYbL74wzNBgmb23nef06Ss7ObXRRhvNCJwA9xJS7Y6ODjzP21AOwsvCIHgVD69yY6UZPT099Pf3s7S0tKkG2nPxOV7tfpXhcJina0+TYHO8SjvdTr6U+RJfLn6Zv67+Nb+b/t3LLsNsMDZqTH89cTw5wUPhXoZiPYz7lx8s8mD9F9SdJGfS91yD1l0ZrpWK7deAj65c/xnwPJfYIDnrUj/YUm9o97TdvNwMSAmSlsrAtluX15XKskSlUg3UZKZae7WEobC2izcGgHBxotFUqcRDzz1P9/Q0p++9l7Mf+iCR65KdmWH7wgKZs2fpPXOW+IkThPE4tdtvZ/qJJ6jceYC1KCBQKRZhpc9yh23aYE6lCzuWNy3bZueo7dzZdAI1kJIAuRgZOth26+a9qekYe/bUCcPQ+qwcCy1VhXYSlXXbTgNmzOSiYjvVaPF75LPaRtOWiFIrV/ZRixsky7KdyA3Py3GQ15JmWrlyzmiSNNviqyUu1mLNwNoJUxo6yxOulqhXtlH2V75n5rCcM5o0UdLAFldG89xSJSaszWdbXC45VsbIXfahVWwxm8G3udZSbPiOj9tYy/RueC+dTuM4zmrsrGQyuZwOYt2JHS6OK+X7PvV6vSn+kcFqnLkhn+RcctXV3Yy7ja+ktEGLZyN5V46VGUvNULyzs5NsNsvCwgLnzp1TY+BpiXil5EST3Nep8w8d/0CaNL/u/TqZbOai9+S1Zg8k58f6OZMmzWeCz/BV96v8Vemv+BXvV4itfIa1zY9cT9avlUEQNP1uW3tMG20pd8yY2Oa9Jk3XUuscd8c4FO3k0dxBvld9Ra1LoumbFIvY13iX0+l7aDgJWNcWM742aa+29ss5o/VX9seGzdggRcA/Oo4TAX8URdGXgYEoisYBoigadxxn8wJB3ADEYiuLx3WQIPWNjfHAj3+CG4a88fGnmNi7l+TKIJZ6e5k5cICZRx6BKKI7DAlzOaJEYo0Bpi9f/9vIZlnq7KRnfJxTh+7bzO6solbzSMRb59pqo402NobADfACfYHv7Oxc/ZhsxKjXcZwNRWeOvAi6IfHejYnV5TjOqtH59PQ0MzMzmyZNiYh4IfMCCyzwWf+zZBLXxgh9iCE+FX6K73jf4bnEczxVf2rDKWLMxqeVauhGoO4EvNM4w93x3Txb/QVVLh2UVWJP7V0SUY3jmQevYQsvH5vxxX88iqL7gaeBf+M4zoc38pLjOL/nOM6rjuO82srV7kbDbJAa/jX0Hogi7jl6lMf+8QfU0il+8iu/zMTevfbnHYegu5toI0HdNoCZ4WG6LlzAuUYTr1ZziSd82CKpCdpo42ZH6IY4ljWpp6eHUqm0YY+njW6QWBG6xEo3xr+nq6uLRCLB7OxsU7aDzcDxxHFOJk7ySPAI26Ptm1r2euxnP/eH93M8dpyio0fW1mA2g1vVWPv1+gniTox7E3su670DlddZdDsZT1zim3cDcNVcHkXR2MrfScdx/g54GJhwHGdoRXo0BEwq730Z+DJANpuNpLizr2/Nil3LBi/VV1KMrcW7samGzH1p/GgT9QbB8nVxqbGqIrHt4M0CI9UN2nWTaDQe57GXXmLH+RHO7trJaw89hB+Pk17ph3xWix8DzdngDWwZpGWfV+/t30/svffYWauRvf321fuGvjL+iKYWs6kmTF3F4vI7M9MjuM5aH6RRuqZykLSTom0t87g0Ltfi5NgMD7XYK1I1JI0btQ+IvGcTxWsnP0kzM642I21JG02lKMdUU3vZ+FFbaG0qRUM/qR7T0t3I9so51cqwWlNFQ/NcNGMl1wVJf6Ma0mJMra/DtKdVSh4JSWfJQ5qqX4vhJvsgYXNMMX0/c+bM6r3p6WkiIkI3JKyHF6UZKhQKqwlbJZ00Q/31Zgeu6+J53mpZ68cszC/TJ9FIrPbD8LkttYqmbrMZpUveMnUbGqTTadLpNJOTk8zPz6+2XfKzHF85JqYO09aIiFh3jFlvlqpTZTw1zs+dn7Mj2sFj3mO4nmuNOaeljZF00tTdmoNInTrJKEk2yjY9I8dfXtdqNSqVympssqmpKasaXktlpTkT2doon9Xml83mayKcY8Sf5v74Pr5feumisjRHDicK2dY4xbv5j+C4a2uPpKnpjy2GlDZWcl5HUUSuPkUx0WdNo6LhqjZIjuNkATeKoqWV608A/xPwD8BvA/9h5e83r6aeG4143ATaujYSpLvfeYcd50d48757OXrnnTckkvLSzmU7pMK5c8z0bb6bZa1qbGG2trSwjTa2OqodVS7cewEc8BYv3uCaj6Z2ELoUNqRiy64Eyq1eXwlSIpEglUoxPz/fFNT2chASMpoZZTQ7ynRqmkqs+SPfGXXyqfBT1yVSdUTEGc6wLdiGexmKnCiKmJ+fp6enZ8tKkY75IzyZOkTWTVEKW6vZslERl5DFeGsHoVhQJXDjRM7l9f2XJr/Cgblneb3vC5wefHrD710tlw8Af7cyqWLAX0dR9H3HcV4BvuI4zu8A54AvXGU9NxSx+PKicC02SHsvXODge4c5edtejtx55w0LAuZnMpT6+iicPQcPbH4unGp7g9RGG1eNs11nOXvnWbyax9BrQ9RPXbwJSiaTBEGgOqVcCo7jtLZtWRGKXs8Nkud5ZDIZGo1GU4aDjSJ0Qk4PnGa0d5RaokYySNJX6WOnt5O+oI90mKY320uM2IZtga4Ws8xSdIo8EFz+Wjs3N0dvb2+TJmUrIe0k8aOA8gY2RwD5aFlaX7pELKl8Y4r7Fn/I7aVXWUoM8NrAbzCdv3ND5af8BfbN/RiAO2ef4XzfR/C9jdmXXRWXR1F0CrjIqjeKohngYxstJwzDpsGWAc2kmkJ6aRhoYmMpkpfZnVtl5JYnE1NGLlfno09MEQSwuLi2gNjC4xsRrxZeH9a814aHh8nPzvLBd95lfnCQ0089RbfnqWoK6fGmif0lNpLBWLP5SqVS1Pbvp/PnP2dbEFBbieFixK7Sk0SeXMzvkuZSBG36UK+viFOdapN4Vorl5Vho8Yjk5lFT3Ui1mBQhmxO1TeyvqZHkOEhvCDnWmmeM9JxppVqQInHTNlmWbJekTSuvIU3lIJ+VNJV01NoopRCau7iNjmZMbAH8JG+aNsp7ks6STqY9UpWiebnZvBQ1b5ZWYnZZh02lMTg4uHpt2m7zojF9kHNGrn+SDmNjYwCMjI4wvm+cqaEpMuMZ+l/tx/M9krm1thvey2azRFHE8PBwU1kS66UPURStpq+IxWKrfZNrpuM4VLoqBH5AIVnASTbHkbKpw7X4OpoHJ+iemalUijAMmZqaUg2y5TjIeg2PTKenOTV8ir56H3cv3s2O+g5c3GXaOIAHYS2kTr2pPZIHbZ5PmipfzhlzvZ7fj9SOQAX2Jfat5nNbWyvX3tdMFyqVCouLixQKBas0TVP52iRjmsei7K+2Bkh+Xv8NzfTEmXOXWFhZj2Xfte9i98p3u+gULlIv94TTPOa/yMHwPQI83k38Ejv9Uzx5/n/jROZBXu76VapevqkO054gCHCikA9P/DGR4/JC9+d5bOarHDr/n3hx6Hc3pKlpR9K+BPr6Snzq6ZN4XsDf/m0/xeLmiTTjtRoP/fBHNBIJ3vzkJ4i2gLh09kMfpPDWW+z487/g9B/8lwQtNmOXg1UJUiqgvPlBb9to432Nyd2TTO2eoudcDx2vdVglHa7rbkwStA4bcZSJiGjsbBCbuH6SFs/zVo2yr9RbLRksf5T3l/azK9jV4unrgxONE3S73XQEVyYFmp6eZu/evSQSictWpV5rdMXyzPkXb7psyIVGgrRGi67GBT5U/x53hodpEOcV72Fejj1MmOkjFtV5qPoTHii/wO7Km5zM3M/p3o8xl9p5Udn3LPyA4epxXuj5FxzPP0YyLPPg3LeYzNzBic7W/mTtDZIFu3fP87GnTlOtxPnLv+hjejoBXDpB5kbhhCEPPPc8qXKZFz/9aeri1HMj4Xd0MPJbX2Lnl/+YHX/5l5z9nd/ZtLLNBimVDNsbpDbauAxM5Ca4sPMCneOdbDu6jRL2CaQZEG8EG9kghd0hYUdI8u3WErfNQjwep1qtXlUgyJS/TJOKV1nO93CD4Uc+p/3THEocuuL2LC4uUq/XSafTW3KD9F7lzIafz4YL+MSouRl6aue5v/gj9lbfoUaCl7zHeCX2MBVnRcoM+E6Cl9JPca7rce5eep7bSq9xx9mfM53aw0juEOPJvcwmd9BbPcmh+e9xMvsAx3OPAvBO4UmG66e4f/IrTKf2Uo1dOnDxltggBUHQNEGlmFSqYIzYUIrXpdrFiKyl6NrmXWBOI/L3ZXFmxF13jfHAg2eYnMjwve/tpVqNyOWay5WiVc1jQKpaZHb0Xbt2se+11+kbG+Pkp58mcfddTXFapRjU9FOKkOW1hHnPpvKQ0BZD82x5eJiRL3yeHf/5bxj+2teYePJJcJyW6RjkmGgqDUPmeNxv8iyUImJJUyMylaJi+bv0WDNjaEtXo6k9pbpIM3aUbbR5LpkyZN+1zPOyDps3oZbKwubVpXmdyL7J94wXk/Rmsn0MTXtswSwN/W3BLOUJX+M9m4jflGHjXUlTo7aS6lQtMKbkK3kt6WvmkuQx2XfJb4bWcl5LtZpUkZn3JA9p5crfJT9LTC5McvLDJ0nMJej4pw6WwqUmeshx3bZt2yrP9fT04LqudV4amLXLcRy1DXJ8q3dUIYTOqU5i3RcHepR0lGYBEpprvpwTmhnE+Pj4Ks20QJByTGSQ29XUU0TEozhhNqSQWls/Na9m+Z7su23jacai1bory5rxZqhTZ196H/nEWtvNWEm+k/RY750aRVFTmi7bN8mUq6UX+f/Ze68gO64zz/OXmdf78r4KhnCEIQwJgg40akoiJapH00bqHhPd0xMT0bsTE7EREzMPuy+zsRP7MrEzEdsT29uzbWbaSGq1WqIsRVJskqIRQRIkYQgPVKEK5d31NjP3oXBufbdwEgVTBRTI+kcgmLyVefKY75w85/85ea9U58n3yrkm5UVB9qPhQNyKMFNJ19csOTeUBx4sjluqUMA2A3xx9s/pL56kRJC3zEf56dwGCm4QyFCpLJh4yHHINjdzmscJmg+xzzzNA+WP2Fv6PnuBKj4cTOZI8XfFx3CvpucB+KH/ef4pl3l66D/hW4b0WBMbpLWEXbuvcODAEOfPp3jtFwPYtgms3A7dV6mw8cQJZrZtY3rPnhUrdyWRvf9+Jr70RTpf+jkbw2EuPfrobZdZqSxMqFB47QU4W8c67hZcXDLJDLVoDdu0F1z3TWfh2nJI+9PUgjW63+7GdJb3dlIfrpt19ljODsvFpdhXJDgVxCrfGXOAUChEsVjU2vncMvfVZAAAIABJREFUDAwMYsRuKt7QaqLZasbCYrAyyBZryy2V0dTURDAYvCWj9dVEk29h03MzKrZILU3QKdBRvsQb1uN8YB6gbIQouDfWtrIR5Kj/IY76HyLi5ugsX6LfHaHNneYV8ykqRgCZj6NoRvlJ5Ld4pPQa40YH8Ipn2Wtig2SapuduXZcIVE4YXcwjrwmlM7yVp8vu7jEOHBjj1KdxfvCDFLCwc9aFsZfQxZSQu3VpdL596DL+apWJxx/TpjpYLn6F18KnThfyJCPru1xsnKVG3JmnniI0O8fAkSOUW1u5KE6tss90Jz5dGokdOxZ+m521PONt6FI+eMUi0UHXd7A4frLvdLGPZH284uHIMnTGnF4JSJcz/laQJ2DJnurSt3jF85D1Vac4WZdrWdNrrxV0LJjOCN+rjnJMvJ5T4y4ZNVlHaUSqkzedcbg89cpreZpVzK4cM7neSKjnGhJECzZXlzRUMjLyQ5Yv5im2Fyn0Fih0F3CC1x4ajJqBYS/8S51IkSqnuGrL28Aa9fYuBjTs6OhgZmYG27br9fVi4tS4yjGvVqv4/X7K5XJ9jqp2uT6XWqJGeCiM67oN64kaS9k3cqx1813+JsddOYOEw2Hi8Tijo6MNf5djpVvzJNMq2YqEnSBv5D2N92Xdl3MakFBzUM5lXXws+XzICvFA6AE+LH3I4chhgkaw4TkdS7309/b2dvL5vGd8LTnuag7KvpPXavxk+XLOyDqosiRrK+dks29hTszVstpEvjoW/3j0Mc4a93EydIALI1NAESg2zBmdk4T8DjU6ArhAD5HIFqAMDDfM+1KpxEXgLQ5r1zyJNbFBWgto78jz3PPjjIyEeOmlDlZDWW3YNl0ffsj8QD9FsWlakzAMJv/RrxM4f57OY8dg//7bKMrl157NMT3t48TxKClvb851rOMzCcd0yLfkyXRlyLZncQIORtUgMhohciVCNBfFtM36pkgZQdc3Xst4Jbuuy+zsLKVSyXOTdz1Uq1V8Ph+1Wk2rIjJqBlbGotq0MnaYyyEcDpPP51cs0W6z0cxx9zhp0iS5++7xj0Ye5WjpKMdrx3nQf3PpNZqbm4lGo5w9e/aGPDDvJG6FQRoM76Hg6oPI3m3cufT0axjxeJkvf/kC+byPF3/QfVWttvLouzRIIJdj9ODBVSl/xWFZgEslcntG5Hv3lujosHn9H1K47t2J87SOddwtTKWmOPf0OYYfGibbkSU8Gqb97Xb6ftRH2/ttREej+It+rIq1sEm6SQ8x13WxbZtisUgsFmuwebzR5xVjcD11VnAqSLmtjMvqpgsKBBaidM/Ozq5YmYeMQ5iYvGK+sur1vxEM+Afo9nXzfvX95W9egr6+PsrlMlNTU6tQs9uD31jgXMrundlIrzbWBINkGIY2nhE0UsCK1pP0raT61CT3UiHIWD7q3kolzW/85gSGYfPnf55ieip7TR0UHe0VHl9Hz8rfUqkUuC7bT5+m2NFB9f77kVp8L6NZRWd6hZCXzyka0ystiW7h81Jf1e91XYLpDJN9/Q0UsqS8dYadjZSqxTNfyDM8bHH8uA+oeqb8kFBt80oZoctW7XWvornle71SZCiqVpfaA/QqGEnvemW615Wle8fS1ALXq4NOzbG0jkpOpex7ORsoeNHOqlwveZVjourmRetLqP6TzIUXc6BUCrKOupQ7sm9uNY5Yx9VYYLIMndE6NKokJq4ahE4XppnYNUG2O4t/1k/qVylCEyGc6kIZrs/F1jDVciyVylWnGlR1nJqawnEc2tvbCQaDnnNKzlvVZ+l0GsdxqNVqZLPZa+JXSXn2j/lxN7sUw0VtSiMpd15mEDpzBalCzWQytLW1Ydt2Pe6RHBNdzCRppO2VZirii/AkT/KK8QofOR+x297dIAuy7qr/damClkK+Q0E+J+sunym5JSpOhbJdrm8ElUrJa/4Vi0WSySSpVIrBwUEsy2qQBV0bZN29TDnUfJayLefqcnNGrrXV2kJZ7bEWJirXbnC9VHeqD6QRv1ynlIxIuZMxDnXflJ6eHu3fvdKP6fC5Z5Cee26W5uYq3/u7NqanVmm/6Lp0njpFdHaWyccevSupRG4FVi6HZduUxAJ0szh0qExTk8NLP4vAHYqdso513E24uEy3TXPpqUvkOnK0nWqj/ZV2wmNhDOfm50AgECAYDNb/OY5T/5dOp6lUKqRSqVtWt6iPznKpK8zs1XyCkdV1tAiHw5RKpVuOe+SF3eym3+7nbd/bpA291+CdgOM6fC//PWadWZ6tPXtTz27atIlKpbLmjLMVclejZ8dMfYDSew1rgkG6W+jry7Frd4E330wwOBhiwThs5RCoVtkyOsb+I+8TnZsj39TE/M6dK/qO1YT/qhFcKR6DW7AFCAZdnn6myLlzPi5c8LPG1OXrWMeKo2gVObvjLHMtc4TmQnR90kUwFyTn3rgHlWmaxGIx4vF4PfGsxFJnBp/Pd0t2RwqGYWAYhqchcr1eV2OZOaHV2yCpwJCSaVgpGBg8XX2abwW/xS/8v+CbfPOOBbyUeLP8Jqdqp3g+9Dy9ld7lH7iKaDRKe3s7Fy5cuOlAoHcKOWeBgVzfIK0gLMtqiCniRZkqWtZLT64oO0ndSbpSqoOy2TkOPznJ9LTJyz+3qNVynh5G6r2S5vbKuq48J/qiUZ790Y8JVKvkOjs5/9xzzGzfhs91oVZrjB3h4V21XOqHm+kbnbeRXHh1/WRduQLAjM/HvIgjIWlQtZBJSlZRzIcPl4nFXF5+OdrgqSj7zutaQdZReu9IDxPVl9JmQbZnuZg8UmWk7pUqAJ3nDKA94XrFLdHFYpJjre6V4ydlROcNpvNEWXqv8vSQJ05ZL3mtZN4rnoruN51Xn6yPpLPlvJR113lm6rxwYHHcvShzNRelWk2XqkTWx0sWJFSfy7pIteX4+DgzLTNcGLiAYzg0H2smcCJAyS1RotTQz0ptJstS+cZisRjBYLAeDVvVTao5YrFYXfZ8Pl89erZu7i8XC032neu69bmt5LghNU4wwRxzBJNBEuZinyrZ9jKT0Kmz5fyUqhJ17+TkpHYs5HNqXOXm0Et1p/qvM9rJF5wv8DP3Z5yLnOPR8KPXlKHmpU72l9ZBXetUWrIMJXdnK2d5tfQqO9jBzvJOhsaHrukHL2/pQCCA67o0NzfXYyB5xWfSeet5eQ6qMZHrjZc3rnpOlt8mkptn3AW1WEeshagx1lA+NI6J9ELTqRd1/SCfl/WVdVTjNyG+WV4x45ZjXdfEBulu4LHHcrS22vzpn8ao1Vb+FBEuFAhUqxx9+CDlJ59c8fLvBILKpusWIn1How5PPlXhxPEAV0b0C8061vFZwWzzLGe3nSWWjZF6N4U/56fk3liyTp/PR2trK+FwmGq1SrlcplqtYtt2PdSD3EQqxgeWV4tdD0s3T9eLyOwGXSYeWvjg+PI+uHWt+3XR2tqKbdueOfxuBHkrz7xvngEG8HPt2rPb2M0Z9wwvFV5iW2AbLdbNGbXfKmbtWb6T/w7ttPNl48s3Hasqm83y6aefsmvXLgKBQD1P31pCiSq26xAxPhvqgjWxQfL5fGzcuLH+/ykPP3C1C5QTWZ4y1KlF7hZ1J9hkssoTh7McPx7kzGkfcH26UpeMUS5MchevjObi5tUYHe3t2nhDcnHyWuTUDlkuFpI50T3nFUND1lHVR7IduhOff26eit9PxefTGniC3vDW7/fz7BfzBAJw5Eg3zc0L96gTnzQslKd7yRCpxUOenKVcyD5dLpCc7tTjxUCotnudhiW7qVNreBmgKzn1Or3o3uuV5FH3XtkfOgbV61SqM4D1YpjUyUy+34uFVNdSdmW95FirtnkZXuvi1Xid/NTfZTwp2Ub5DnUa1SVIXfqcLn6PYlqnQlOc3XqWcDpM3/t9ZOeyVKl6GooPDAzUy3ddt4HR9fv9WmNbXTwqWS8JWUfZj1IGDMMgm83W31+r1bh48eI1zwUCAeyETf6LedyEy6ZTm2iptmgzyeuSTUPj/FGGt1eustPq2u/3s2PHDhKJBBcvXqRQKGjXN7keqDGWsuS6Lr9M/JKR4Aima9JWaaOr3MV2dzstbkt9Tv268+v8cfGP+X7x+/zrtn/dsLaovpb1Xs4xQa6lsm/kWvti4UVc1+XpzNN1leulS5fq9yo2Xo6ZlHNV7tjYGF1dXQwMDDT0s5dzkm69kPeqNkjjcrmOSaZHvc8rgn4ul6NYqZCwovXx8zLMljKtk2PdmibHwctRSv2ui4QP3o5MOnwujbSffXYaxzH46U9WLweacdWV1L1HDLJ1CGYyFG4hYW0yZfPII2U+/CDI7Oz1U5SsYx33MuYD87zT8Q6BYoCBDwew7BtndGzbxnEcDMPA7/djWdZNswq3CsdxcF2XarVKpVLxVsU12eS+lsMNuWw7to2WyZVnW+LxOHv37iUajXLy5EmGh4dvuSwHhwn/BD3lHrbnt1M2y3yc+JhvB7/NXwT/ghdLL3KydpKAEeDrTV/nQvkCb+beXMHWeKPklui2ukm4+nRRN4rZ2VmKxeKai4GkUDQqhN21VTfLMPnXm37rpp9bEwzSnUR7e5nN9xV46aUomYzFcuzRrcJw7u0NklGrER8dZfQWAlo++2tFXBdefTWEhxp/Heu455Hz5Xir4y38jp++D/rwVW98OZWhQ6TK7E5BsarLJaktby/jWi7x78eJd6y8Xi0WizEwMEClUuGTTz5psDG5Gcxb85wLnuNC6AJVs8qW0hZ6Cj3sy+6jYBZIN6e5bF7m09qnfFT7CAODDdUNAPw4/WO+2vNVfObqfg6jRpR5Z375G28ApVIJwzBuOTnxaqJAmSi3v0EygO5QGxPl24uHlfBH+W/7/lcA/usD/47/MPTnlN0bSx+2JjZIPp+vQdXiFU9D0YJeCSXV75JelMapmUyGp5/JUqnAe7/yY9t2A0WpCxEPi5ScpO0ljSp/VzRl4Cql5w8Gkf5fiv7zUlNIKIpRF18GGilgpcrwUoXpYjhJClPSleVymaaLF/GXSlzq7b3mhClPLktjU7W32+w/kObIkTiOk2roR/WcpLNlP+r6RKqZvBLMKordKwaRqqNXbBZdGhavhKw6I21ZlpfhtOoHr5O6LiWIfF6nItXFhIFG42E1JxpSHYiydCpoL5Wlartsw9IUNUvLlWMmVTDy9+Xeq1MDetHkOk8sL1pelSX7QD4vZU9BrSdFs8gb7W/g4LD3zF7SuTQ1Ftqn5ELGUdq9ezew0F+FQoFwOEx7e7u2T3V9ozP8XdoenfOFzq7IcZz670vXx6XlVrurBGeCJJ1kw7zVzQNdXDbQq2vS6TQ9PT20tbUxNzfHqVOnqNVqWoNuOdbSILi1p5WLwYt8HP6YKd8UhmvQX+1na2Ur/W4/gcRV1T4JNpgbeIAHiEVijDgjnLfPc8ldUG/tDO7Eb10rY7Iusm26ee2VakRd+/1+YlaMUWe0oZ/lhlAn//K7KOP6tLe319Wjtm3j9/sbZEjWXZeYXTosqW+W/I7Je3UOPvK3pU4dJadKd62ZpmqEMbtxc6NLkguL34RgMIiFyYHYNh6P7qEr1EKmmue1ifd5beJ9ENY3cn5KGVHtNQyDDeEu/mXv16g6NaaradoDTfwvPb/Nn4y8yFh5elnzjDWxQbpTCAYd9u4tcexYiGJxlbWL7r3NILWePEk1EmG8Q5+V2wuPPlrCNKFYtLCsux+xdh3rWGlUjAqvt75O1ayy79w+ouUoaW4sro76QLS2tt6WgfWtwnXdGzaAdgIO1VSVxInbUwnp0NbWRltbG5OTk5w+ffqWyng5+TIz/hma7WYOFQ9xX/U+Qs71GRXTMOm3+um3+kkmkxScQj0X2mojbIQpOisXSsYwDAKBAKVSiWq12uD1eDdxwj9Mt93M7yW/xN9n3+Lj4tkbei5kBDiU2M7j8T0kfFGGCuP8zcjP2RHfwNd6DvO1nsMcnT3NK+PvcXz+/LLlHW7ay292PsN8Nct/Hv4OI+VJNoV7+P3O5/l3G/8Jfz36MkdzZ65bxudqg7Rvf5lAAN771e3Tkpvn02DAbDCI4Ti48uRfLLLh7Xdwgcot2PDcbVilEqnzF5jcu7ehXTeC998P0tvn8vTT8xw4kOXYMYdTn7auWvqWdazjTuNI0xEyvgx7zu8hUbjxzYOy+YlEInWX7TsJ13XJ5XL1Tdpyar3qfVUwIDS68moc9SG/HU8sx3DoKffwXOm5ejyjm00jEjFvPX7UzaLslld8M2bbdj158J1W03ohYxb5SegoT2S38o34U8ScIG/ljnvenzAjPB7bw4HQVkJmgDPFy3xr5lU+GD8JwD/MfEikFuDpjgd5uv1BHmy5n/HiDMez5zmbG+Zc7jIVEZE+YPj53e4v8nBqJyeyF/iLKz+lYi7I/MXiFf7PS/+DP+h5gX/R+1U2z/XwIi961m1NbJD8fn8DvSfpMmlBr7DU5VVB0cJS3bCobnM5+FCBy0Mmly45+HzmNc8v55nW3d0NwMDMDF/75Fj9786npygmEhSSSQqpJO0XLhIolTj1679OKZUiqPFKkKonrwzTOnWBV4wnRX3K55dThUh6UVLI0U+OYdo2lzdtrFOtkg7VhdJX/ZXLwbf+xmJgoMgjj87w+OMj7N07xpEjKQYv9VOrWdrUENCoYlPeYl5qJkk9qzGUsiLVJqqdsg+kN5qu/73SYui8wbzSh+hUhl7pXdTfveJC6VTBcvx1We6XlqGgi/sk3+Gl0lVjJftW9pPsBzU+XhnCZRk62l5mYtelc5Dl6tQJso1enlw6lZRXjCelCjmTO8NwzzAbRzfiDrrMMHPNO5RsqfUCFlQi2WyWfD5PV1cXiUTCM1O7Ts0ky/dSZSl1tRxTFRusXC7X54dpmgwODgKN3mRy3UymkuR25ohlYmyKboJo45ol36v6ST4v2ybVSKru6plIJOIZ+0bJllSrSbXlsDGM43MIBRdl3Gv+6Wyt5G+yDjovKC85V23WmRLAYj+Vy2WytSxhI9zA4Ml+VNdS7uQ6JVWcsViMSqVCLpcjGAzS2trqmTpFJ+c61awu9t/S9uoYKp23rQP89cRrfC18iK+mHqUz1MJP80eo1hb7tC/awaHADnb6N2AAp+0R3q+cZZJ5SEC7s6i9KBQKvFE+xi8vn+CB2GYOJu7nybYDPNv+MADTtTSDlXFGalM8EtlJm5Xi9eInvGWfINXZfI336X+98ve80PoYX2i+fqLgNbFBuhPYsrVMR6fDt791e6chy7Z58sxZsokEHx56mFg2S3OpTDSdJpJO03zlCpVQiGPf/AZ5MZnvJXSeOUM+lSLb3g5DQ8s/cA0MhoYiDA1F6OnJ8+hjczzzzAzFYprjxzrI5/uw7XXr7XXcW3BxOd97nkAlQP9kP/PcnMFtJpPB7/c3fPTuFNTm6EaZhlJ3iVqyRsfZ1VnD1Af4VtWMNaNG0SjelUjYt4qCWyDMykSYrlar5HI5AoEALS0ta4Y9kqhh8/fFtzlcS/N4eDcpM8a351+j09fME9HdbAv2U3FrHK2c46h7gYyrP+RJ2NgczZ3laO4syXiCbl8rA4EONgQ62RnawIPmNvJOib9Mv8ww057lODi8OP1LzmUuX/d9n4MNksuBA0We/0qa6WmDjz++vQ/zg0NDJEsl3nz8MWba25lpb2dWLHhKTMO3Efr/bsI/P0/T6CgXHj64IjnjhofDfOfbYbq7Szz5VJaDD1+hWv0Jly9vYfjylhWo8TrWcWdwKXCJTDTD9sHtWM7Nf9gNw7jjajUF27Zv2FvOtVzm98/jS/tomVqdIIqKvVkuvYn2WcPmSPcRZo1Znq3cXC6zO4352jwf5j7kV4VfMeKMsNO3MqmmstkslmXR2tq6JuyOrodfFD5i1s7ylegh/m3rNwiZAfJOkTdKxzhaPUfRrXhGLb8eHFxGalOM1KZ4u3ACA2i1UuTdIkW34qkFkDiauQdskHw+3w25K+omt47CVxb6Pp/DC1+b58EHS5w96+dvv5PAskwsS++BJCerPOUpqnx7WxsHXn+Dkc2biDz8MAOaOkoLegVJuSo60svzRqdW8fLak0Kl82yS9+oCU+o8Z1refx+AkU2bqFar9TIkHS3reCNCCDA6GuKVl3tpbc1x6JFZNm8+SX//GaYmdzE+sRu7FtJmp5d9J1V7uvQCkoKW/aCC0y2XQkP+rvMa87rXK+ikjprWBYeUf5d0tc6LChblQao0ZB1079CpqaBRzpVaS94rvV3U715qT/nx16k1veK2KBmS80COtfxdF/hSp1b28vbU9Zmsl1cw0bGpMY5sPEIoGyJ0IcQcc56ekMqrUnpoVioVIpEIs7OzzM3NEY/HGzzMdB6psr6yb71UnOq9S4MHqrQU6XS63n8XLlyo10tByUL2gSx2zGbrx1vp7+mv/10GeJXrgU69K8dHZxSu+s4wjAb1h05lKANBtnW28fPwz5mypnjefJ5d4V03lDpCN9ayjjJNkRpLryz2cm1X65CUhYq/wofZD3k/8z7niucAaHVaecR5hPsr9zNSHdGWpeaS7APZ9lgshm3bFItFLMuira2tYUzktZwTaszleiTvVeuj+i80jq8ucKzXd0b2WdfVEDG5XI4hZvkh7/GQsYVz7hinjWFqQQdfMEicoNZzULZdrQe64K2yvjnKWJafKP6GNshrWffl2Nw1sUFaDSSSVb7+9XE6Oyu89lqE134RwXVvjxHpP3MW03E4vX8/+ljf9zaCMzN0vvsrxjdsoJhYec8VgOnpGB8d3UY8Ps+mzWfo6v6Yjs4TDA4+AbQu+/w61nE3MJQaohAosPnk5ltW64TDYUzTZHZ2dtXUbPl8vp6uxLIsyuVy/aNzIwlOS70lcjtztIy1kJhPsFoLndqo3Ayj5hgOr4RfYdg3zOHSYXZFdq1O5W4DeTvPf7z4H8k7eXqCPTyfeJ69kb3kLt94smIv2LZdj390t7wgbwcjzDDCzPI3riGsiQ2SZVmecTN0rIKcVLrTVnf3HL/xm3OYBvz5n0U5dcoP1BpOSzqjZi+qMhqNYjgOG86+x+yGDfi6uz0NANW1l/Cqtsnn5bU0PlZlyFOi7BvZD8rGQNbFK5S7amdDKoxajYEf/wTHsvhw/z5KV/tVlbtcqHYvAz/ZNsXw+Hw+isVWTp5oIRQ8QlPzEH5/Ade5PhPgZSip7pEnDgldYk7Jzuhofi8GSZ6Wlbx5nbZkuboUGbIs1b/yNy/jSCUDUp69DD9VfbwcAbySbF4PUhZk4mJdP3oxMl4nOgVpNKsz/pWyL+VclSv7xivNitqk6BgqEAbORpkzzWdIziZhEDJkrqm3lHMlO7KfVGwqleLj1KlTnobX6tp1XSqVyjWbCF3yXoCLFy82MH4KKl7O4OBgfQwU294Q76s/wPij44TmQzxRfgJrwKKvr6/+dx0rAYv96zWmcu1Rc7CtrY18Ps/ExIRn+iSZ+sbF5dTmU0z7pnm4+jB72FNnQZaL6wXLG5LrnFDk370Caqo1SZX/5vyb5J08/6bj37AltGXBQL0Co5lFb73lmGzJnkpGplgsYhgG0Wi03mfyeyGvdSmPvNYAda9kkLxiKil5kX0joXM+kr95PbdULmH5mGReLLJ6h1wTZdvkc15pzep1uO5f7zm47N03yoH9s0xM+vjb7zQzMnJjETOXw8D4OMFCgTN79qxIeWsNHUc/IjEywoXnn6N0R+ynHO7f+QFNzUOMju5lYnw37TcXcmkd67gjOB49ju2z6b3QS4kbS0DrBbXoK7WXDjK6tvqA1mo1TzWp2khVKhVCoRDRaJRSqYRlWUxOTmrNCZbC7rUZPjSMr+yj9/1erC2rx05Eo1FCodBNxT8qB8pMpxY2me/53+O47zhd8110+Droq/WxM7yTpHVtfrg7Ccd1eDP9JpuDm9kSWjn7SikLoVBozdscfZbwmdogbds2xYMPXuGTT8L8+EdJqlUTWJkN0qYro5RjUWYH+pe/+R6Db3aW7tdfZ37jBqZ37wbh+rsaMAyHnbveo7NzmJGRA4yN7oN7yBtlHZ8flIwSZyJnaB1vJVKI3PYGyTAMrd2Kjk1U1yqBbTgcvmaT5DhOXY0WjUZJJpPYtl0/td+ICqu6vUrlyQrBXJDeI734Kqv3WTAMg0QiQTqdbmALlkOoEuKRTx6h9f5WZo1ZZo1Zcm6OD4of8E7xHVqzrfz7jn+/avW+Ebyfe5+p2hRfSX1lRcqLRqN1ZspxHG3S2XWsLtbEBsk0zQZacbk4ERLy3tbWNNWqwd9+JwrYgK1NfyDL8oo7JKm3luZmuubnydx3H+Gr9ZQLj6T/dHSzhKIudSov0Mdk8UqRIRdSpQ6QFLKsl1RDqDL8fj+4Li1/+7dgGFz52tcIhkJa1Y1X2P2l9y3F0vQshmGzf/8HNDUPM3z5IMXiYZQtq6RiFXXtZZit6wevdACqDrLPdRS0vJb95aUKUWVIWdEZFsoy5IdQfiDU370WQZ261Cv2kZfKTwcZo0aX8kMXk8dLBS7talT/S1nyUlmotslypapIZzsj5dwrlYiCHD8pY2p+yHotlauaUcNwDWq1Gvl8vqHP5Xoh5U3VXZcxXUL2jWyPrr3Nzc20tbURDocpl8tUq1WCwWBd1WXbNnNzc8zNzTXEAxsfH69fyzlaTy/R1crFwxcJz4R5OvM0/oGFNWfbtm1A45jKcuW4K9WOlGfZNiljfr8fwzC4fPlyfVykikznNFN3YHDC9FZ76aUXgP6OfhzXYSw0xh+N/hFvFN/gSf+T1zwv66OLHQf6tVI+76VyUvKWKWf43vT3GAgMsMXZUn+P6n85DlIudGtpJBIhFovh9/sxTbPeZ1J21bUcB9k2nXOLl6mAKkOuPXLMZHt1QUa9TB/UuMl1UMr51NRU/VqNuxwH3VropYLTfU+XrtWm67KnUCDtOFzy+6mYZkMddFgTG6SVQihHfbT7AAAgAElEQVRsUyxarDQbEUtnCJZKZPt6V7TctYD4Bx8QOXuOkeeeo7qMPvZ2YZo2e/a8Q1PzGENDjzA5sYvk3WXF17GO68Lv+hnID3Cp+xIdp+5eXLNSqcTo6ChNTU11GxSZi+uWy20q4VouTRea8Lesbmwy0zRpbm5mfn7ec3N/02UaJntiezgYP8hLcy+xp2UPTZbeFnE18YP5H5Bzcvxhyx9iVm5dBebz+eree7lcbs3GOLrXkKrV+KdT02xWh2lg2O9n1O/nF9d57jOlzAyHbYqFldedt0xOAJAVBoufFURPnKDa1MT0Q9ePKHq78PlsHtj7Fi2tYwxeepzJibXngbKOdeiwObd5ITZQ78pkYr9V2LbN9PQ0uVyOYrFIJpO5rc0RQLG5CC6EZlY/K7xiPWSC3JXC/ZH7qbk18s6N5ZlbSbw2+xrv5t7lC4kv0Be4vW9EKpXCMAzS6TTlcnl9c7QCuG9ujn87OkZPpcLftLTwR83NvByLUTMMHihePzfemmCQlJGhgrzW0f2SSpQUWTBYJZc3tWHwQe9ZIelBGbdEhrdPjY9j+3ykIxHQZNeWUBSjl7W+eq9XzAlJFSrq2ctrT6fW8orpoot5VK1Wqfj9+B2HnChLLmCKVvdSCS4XJymVSuHz1Xj0saM0N89zZeRZyuU9KIcLr7gWqu5eMYhkO9UYy1OpznPJS52qU0N5eQNKGVHqNKlW8/LaUtSwrKMcV10cMC8vGwVJQct7vexZdO2RUPNuuWSmXrKvm7de6gRdPCJdypCl5aprLw8W9Q5dugdo7EfVN7J8+ZxSHSVIEM/ESW9M03q8te7mL+sg1yTVf3Jt0amRlptTsNhPXgbWcqyUCYFcW2S9ZNtVZviJDRMkq0n279zP1q1br6nvcnNK1l2OmVSFzM3N4fP5aG9vZ3x8nFwu11AXOT46D1g552Sfyfg+H85/SMJM0Gl21u+RZelSJslrnex5qYTlWL03+R5/M/M37PDv4Gnf0+RyuQZVpMo1J9dUqb6SCIfDJBIJarUalmVhWVaDWk32g7r2khtdPCjZBqnK0tmpNcR10sTr8kqVpYtJJee6LEu3uZfzRKf2lOM/MTFRv5bvUHVMz83xlalpnpif50owyLd6upkJBKhUKlwCXsV7LBQ+UwxSJOJQLKx8kwLFEpVweEUiS6811CIRfCtEd+vg91d5/IkPaGmZZ3j4S8zP71i1d61jHauFzolOSuES5Q79wedeQylaYnT7KFOhKdpKbcs/cJtQdigyLMRKoepWOVM5w87gTkzjzn3SjuSP8Kczf0qPv4dvxL9x2++OxWL4fL6GTcQ6lkfH3Dw9mvAWz87M8MT8PO8kk/w/A/3M3GBQY4k1wSCtFCIRm/wqqNj8pSKVG4j0fS/CjkQwq1XMahXnFsK9Xw/hsM0Thz8gmczy3q8eIB7fuvxD61jHGkTrTCuDGwbJ3ZcjNHHvrgVOwCH9RJqJ7gkMx6Av38f29PZVf280GqVarXqGKrgdnCufo+JW2BW6M2p727X5eebnvJx9mS3BLfx+y+9jlG//8JxKpahUKretNv08wbJtnjt6lFCtxum2Nt7ctJESsHtqmi/MznEkkeDF9rZbDo2wJjZItm03eK0sdXNdei3pSuUd4PO5hEIu6flaA13q5QWnOkzSlio0OiymXTAch2i+QDke12aQX3qt4EXxK3gFsZIUonqfpIK93HaVt4lXcEGdqiOTyZAsLFCTmZErFGMLpzw5Fopq9VJP6dQjPp+PYNDmm78zTiJR4/0jDzE93YFyiJGqB3mt8wqS7fEKaqie88rOrfOQ0IXPl+/wCqomx0e9V9ZLF/4eFqllr7QxSoa8AljKd+jULZJiLmr06lJudKpM+T4v2l61QdLgXvcqedAF65Pv8qqv/LuUEcVEeHnaqXt13qCgHysvuZL17evuY64wx+me02S+kCE5m8S6YOEvXOtpqt7nNRfV73I9kX0qaX/FuMg2yvGT9yqZ1/UnQEdnB4MPDFJtrbI3u5f7ivdxYMcBVM4k2edqTZLqIq+1VG165HuXerRFIhHm5+frc0K2QcqmLvWNLjO9KhfgY+djggTpqnVRrOrngW5+eZk2qOd0gUCHqkN8f+L7jNXGOBg5yJetL1PL1RqYMfl90qXxkGuAklcVxmFycrLB81d6yMp+UH0u5U7KkC44p1dKFt2c8lLpqr7xUtPr1lI5Drp1WdZd1kvKdj2ViHh+fn6e3VNThGo1jiaT7J6eZsPMDO/G4zyRTnM2HOK7Lc04tk1U9I0cd690MgprYoO0Enj44YWOGxpauSaZts2hd94lMjPD2N69K1buWoBZKnHfSz+n48QJ8m1tlCIrk2UawDBcXvjaOC0tFY4cOcT01OpT+OtYx2pje2Y7s9lZ0i1p0q1p2Ar+jJ/wRJjASIDgVBDDuTUmwcWl5C+RiWSYbp7Gsi06RztXtP4zvTNk2jN0n+lmd2r3ipZ9PUQiESzLWtbe41bguA5namfY6tuKz/DhuMunU7lVvFN8hxdzL5IyU/xe0++xO7R7WXu9G8XAwAC2bZPJZBo2SOu4PvZNTDIdCvG97i7+oa2VF8bGeTqdZtzv57+3t+PcplnMmtggqUSKCrrdPCwaZcmYEtlslmTS4fCTeU4c93H6NFiWPkmrPNGpk0pn5+IiJK+bQiH2vfwKrVeucOXLXyJ36BARTbyjpVA76JDHjlW1x8tIWMc6eMWckPeq8mTMCa+UEr5jx+n8/vfxZTKcf2AP5/btY/jy5frf5alRnXZ0zIl8h/zt2Wfn2LixwKuv9oDbj+o21Q6dISw09pmOyZEnTR2z6MUc6uhVeYrTMQg6dmcplDzJvvG6Xs7YVsHLsFdClSEXZy9mUX2UbiQ1wHKG4ur0Jm0k5KlW9rPO4NtLhnQqBV28IljsHy/HBfVe2Y9SxmS5qr6yXl7u58qoOXAlgDvlkvPlOFM9w2xylvTmNO4WF9M2ic3GiM/G8Vf92D4b0zaxHAuf4cN0Fq7jwTg1s4bdZjPjn2HGP8NsYJaSuXDSN1wD13CZ7pmm71wfzbPNngbDOjnVpS4qRUuc23aOtlwb+9x9dbZcyr6uXC/VhJxrah54GdYnEgkcxyGTydTHXf5drsuS0VfvVmlalv49GAwyaoySD+bZYG8gl8t5Oj6odi6X5BgW+2GpA8nR0lG6rW7+IPYHBN0gxWKxXrehoaH6vbK+as5IeZR1sCyLlpYW4vE4c3NzRCKRhjbKeaKbw3L8ZNt1xvnLpRXychrQMXhedlLyd1UfHcsp6wWLc9wrFppi6OS3qTufpzuf54cd7RRLJa4Af9zWyn3xGOOBAGY8jqq5F4vc1hbnpZe0TQHWyAbpdvHCC2VME158UZ/J+WYRLJc5+OOfEJ+e5pOnn4ZDh1ak3LuOQoHwt79N6pdvUW5v5+0XXiDdvrLszoMP5nlgb4aPjrZy6tNmdqzbZK/jMwYDg3gtTs94Dz3jPdimzZhvjExrhmxrlkzbjUeIxoVkLUlPpYfWaisttRbcSZd0KM3xjuOcvf8sTTNNdJ/qJlC+MSNTF5fRZ0bx5/xk3Sw1f418Ko/P8fHA2AO3nGz3VhGPx8nn8zeULPdmccm6hInJJjateNkSrusyUZvgQOgAQWNlvjOwsEHq7e2th25Yx/IwXJf982m+NDlJ0TQ5mkiA2nQaBuevbrai1ykDwO+v8djjv+K//Bfve+75DdLmzTX27a/x85cCzM7evgdDtFDg195+h1ixyEdf+iJTAwN0Lf/YmoeRyRD/D/87xtwc0089ycwzz5AWrNFKYMPGMs9/JcPgpThvv72y6oF1rGOtwnIsEtMJEtMJXFzssI3tswlEAjiWg23aGAED27SxLRsraGG4Br3+XpqrzfhdfwNTMOPO0Fxs5onBJzgRPMFI/wjONodNx5bfBFSjVab3T1NpqlBpqlCsFvFVffjLfvZM7SFk31kDc5/PRzgc5soqpC9ycbloXqSf/hXdtOgw78xToUKHtbLBQnt6erAsi6GhIc9k2+tYRKxW45sjV9hYKHApHObFzg7KlrW4QbpBWJbNr/3aaZLJ3HXvWxMbJMMwPGOkSMp7aWZ503T5+j8uMTNj8OqrVv13udh4papQ6jQVUh+gr7mZfX/5V/iqVS7983+G7+rmSNHykur3MmjTGWhK2lFRrbqUCEvfsVyQMJ2aziubtf/99zFnZ5n6n/8nzobDkMk00MKnTp2qX+vC8cs2SPpV0cFdXRa//Y1J5ueDfPLJQbq6FuomjS51hnaS7pTjo0vNsZyBs+wPqUpRZXn1jbzWqU51mb5lHbxSnMh+UuMq75XlKlWIF6Wuo88lBS2NQHWZ7mV/eamwG1LQXIUcd0Vz19OxOBZJXzdmPoFRDjOTLGA0pzECtXo7ZH/K/pfv0Kk0ZN9JVYkaV1muTv0k1WpSZaHLCq6LO7T0HWq+SvsQqf6VahVV9wYHBHzgAA5E/AtyHrbCYF1blqzvrrldGGmD4eZhAuEApms2tFfNGddwyd2fY3TDKBYW943dx8DUAH3di4ELY+3XGqR6pW7QpXlYLru9HD/1vMw7F4lE6nNYlt/S0lK/luOm3uellpmyp0ibafbZ+yhXF+7VpeMAfUZ7r7QxS58BGCmNANDsNNdjGwEMDg4CNGwA5bzUxXNTa2I0GqWtrY18Pk9bWxvd3d3A8jGKZH1lHaW86tZrqYrWOal4laWLx+ZlZK+LyyXHT5fWSd4j3yXLmp+fp71U4g+GLhN1HP4qleRX4TBuuQzlcsMaofpX/ibX7aamOHseeIuWlixDg88CF/DCmtgg3SoeeihHV5fL//ffAlSrt08bb3zjDYLZLJ/8zjcxBgZWoIZrB8HzF3AiEcpbt8Lw8MqWHbT56gsjuC78+EcbiMXuabFahxdc8NViBKstBMpN+KsJDExc08YNlGCiBXeiBTeZw2nPYsTXVQYrgdZcK0PNQ2TjWZKZa3PzlCIlBncOUkwUSU2l2D25m1BtbYQi8Pl8OI6zKrF9Bn2DAGxyVle9BjDpLHimtZltZLl9Y/NAIEBPTw+1Wm3F0q58ltFbKPL7ly9TAv5zSwvDgVsLSWMYDrt2/YrW1nE+/fQhKuUt173/nv2SRaM2Tz6V4dNPTU6cuP3YRx1jY3SeOMnwwYPkurqIL//IPYXAhQuUN2+CW4wH4QXDcPnar0+QTJZ58QcbyWQCLOM5uY57DS4YuTjNcxvw1xZmRtWXpRgdwd9cwQ3nwYCgEcedScJsklo6DsEKJHIYlg0+G8MJgGXjWrWFoKuWvdJpEz+TaC40YzgG6VT6mg3SfOs8QzuHMB2TzSc20zTdRKhpbWyOYIElWK24PoO+QVrtVuI3sFrX3BpnK2dJuknarLabCupYcktcti8TN+KEjfBtb5Asy6Kvrw/XdZmfn/dkiT5XcF3PQMzxYpHfHB4mb1n8X81NzC+TgPs6L2H/gZO0d4xy9sxexkY3IchLLdbMBsnLk0unYikUCnzlKzl8Ppfv/q2PWs1u+Luk1iSVK9UfKr5EKpXCqlQ4+OGHlNvayD3/HM1+fwPVq+hESb9LelCXqkKqE+TfVX3kb16qH9UPkiqW7dGlTZB0Zl0VWSzSMTVF9oE9lEqlOnUp6XWvbOJKTaDzJALYuq3Kpk1FfvlmH5OTTSyNNSnHT7VT1tsrpL1SM3jFQJFQ/SRVkjpVl1dIfJ0aV7ZR1mGpBwo0UsxehpY6GdHF6pH94RUzRP0+NjamvVfKi2qn7BtdnB1Z93p7XLBKSTqNXUSNVqpuliu1X1ENz2IbZahAcC4Ic41tIG4Sd7oJF7vxTyVReqSlZ76qP0Mm9Sn5yoJKQqpjl7PH8EoRpGTBS4WtU9/L9Ub2h1Sbqbki56pXihKdWlpeq7/fiKdkMBgkSJB4Lk66KY1v1Ee1Wl0wxN4wytiGMeK5ODvO7aA93A6d0CdyRra3t9evdepj2U+61EReahfZZ+p3Oa/V+AUCAWzbrqs4dOpUuV7rVCy6mD1Fs8ikOckh+1CD+mSpV57rupyonuDnxZ8za88CEDbCbPBtoKXSQpQoYcJgQ40afvxUrSpFimSsDJfdy0y6k7i4bKxuZCwz1qBOUx7VUm7kerBUxWYYBhs3bsSyLHK5HNu3LwbpVGOli5m1tG2qz708GuVaqRsfrxhQujbIe3WbXa+1Rc0Zr/hZmUyGSD7P3mPH6B8eoWZZVCyLis+iYvkoGlC2LNoLRUzX5c+6u5gXbZSyK+NFKXmQcpFKpWhtHWTDhlEmJw5SqRyio8M7lVW9vtf96xpFPO6wb3+Ft94KMTV1+54RW957j1A2x+Dv/C7uCkeTXgtwgkFKPT3EP/iQuWeeWdGye3sL1GoGp08vsxVfx9qGC4ZrYblBTNeP3w2TsjcTMVuouHmGnSNMVs/i4hIzlqEIDYdSaIJSaGJhsXdNTMeP6foxHT+G48O0g0Ry/aRm9lGJfEjVWvkYOZ8lNKWbGOodouKrULNqXNpxiXRrmo7JDu4bvA/TNWHlQpmtKFaDIRkNj4IBm1xv9dpwbZifFH7C5dplunxd/F7T75GtZBmsDjJYG+SUsWh3qfsS+hwfPUYPj5mPkcwl6bRv3/Gks7MTn89HPp//XEfMNms1dp08yY7TpwGDk/392KaJVSkTqNkE7BpWuUJTtUzVNPlOVydTgQAsEybFGy79A8cp5JNMTh684afuyQ3S7t0VTBPefz8I3J6dQ2p0jP4TJxnavZviQP/KVHCtwTSZeeGr9Pzx/0vql7+EDRtWrOiengITEyFs+zOV1u+egOuCMxvHjNxk+gYXjFoAsxijKd9BoJbC54QxlqRmrFJkxPmAWS7i4uByix86w8GxyrhGBfVJcF2XSmCO5NwuOnIHmY58Anw28pytBprSTQz1DTHWMcZE8wSVUIX+s/30z/Xfcbf9m4FhGKvi3j8aHiXhJmhxrz2YzTvzvFp6lWO1Y8SMGF+PfJ3Hko9hGiYlo8SB4AEAxmbGKFCgSJEhZ4gxY4y9zl5iVowIEVKBVF0VN2PfXg450zTp6uoiGo1SLBaXjYf2WUb75cvsfOcdIrk8Q319fLxnD+P2AsslmVbJiksnlFtBS8sw0eg8p089zs2koF2TGyTZSTIwlKLsdu8uMjJiMDRY1tKKXpmXJeUWjUYxHIedr79OIRHn/KGHG9z55aRW75Dv8kpbod7t5YWjqGf5d+n1oMt2LGlnWZa8VlShbLt8bra7m9iO7aR+8Rrmb/0mlUjEM7uzzoNFp5rw+13a24v86t3Esl59sEgRe6XjkPSsOnXqAo8tLUPd4+VlqGhd2R/yXTpPLqnukeVKdZwad0kxy3fo1Gpeoe2VbEu5kOocXbbq2nwAd7AdG/AH2nETGdx4hmKhWLftUeWWy2XMSoRArgN/vhufuyA7plsm505ScjOUanlqbolSLU/VKZGzZzBFExSNrVNpgX7OyD6QfaNkfoxhBtzHacvvY6zwMTOcb3gXNHqO6VSGuvHTycfS33VeNjJNxMWLF+vXynNJyqBcT6SM6AJuyjooGfJKZyNVB+r3SDaCr+bjcu9l/BU/Oz/dSTKbJJFcNAVQMuvlySX7TNVXzk+pctd9wL3WNNWPsvy6p+PV39R7dGuLfJeUJ9UPUt2aSqWoUmUiNMF+334SoQQ+n49pd5oLtQucz53nknMJA4NDHOJh92ECxQBXsleueZdaA/z46cp30XX1C5B38+TJM1ZbVGFL2ZXfpNnZ2WvKXZouyO/3s3HjRkzTJJ/PMyAcgDaIw6qaV7IfvdS0ujVN5ykHerWYLqjujQS81aUtkWXp0mbJ96fHJ/jyK6+SicX42b69jDY1QfFaMwxonNfqfbpvKSx4P6ZSMwxsuMDQ4Hay2SbRBy4bN71LuZykUtlDKLQ4v5ZjN9fkBul6SCZrbNzk8sMf3n7V/bZNJJPh8p7dK56odS1i/ItfZOv//Uds/fAoJ554/LbL6+uvYllw+fLqxiBZhwfU3G6Zg6IfY7oNc7od11/BTaRx4xmwapi5FNG5FnyVOK5hk7cmKFmzlMxZJtKLsbAq1YUFuPHjuPLJnyVqlDhZ/ClbQk/S7duPjxATnFjVd96LMDDomOggG8uy9fxWgpV7Z86ttIptxDeCbdi4uPyo+iMuVS6RdRc2O01GE/usfRyyDhGu3n2dYzgcZmBgAMMwyOVynhkYPi9on5vFcl2O7NrFaHilnAlc7ttyii1bTgPQ2jLNkSNPwVXj/aamYcLhaYYvf4GbYY9gjWyQDMPwPEEtPV1s375w2jt+LIjfb2oZBq9Trdxhq5PV9IYNdJ09x6XHHm8oS+5k5W5ZQQq63PHr4iDpTpTy9ChPohK6hcXrtKVL7SBPxtlsFnw+YnsfoPfoR3zS06ONd7T0Wr1PF+a+r7eE48DISJCOjkVWoaNjMZiajjHxijujO+nIcfBK5Kr6Uj4vTzK6NujSU8DiydcrDohkNhR08iHfK9vh1c+65MnytK07nVdiAXJAvM+lbE3gVk2cdJTKVBBzpgVzpg0TBwOTMlmmjI+ZZ4hsdvEErOtz+V5p5Ktih3nlipJjpUuy6mVQmitk+KjwY3YknqY7dD9zuckGo1f5nOoHyQDqkivrDHuhcV4qGZGpi4ZFCIxLly7Vr5Vhrlyb5OlfyqZ6h5RRKWOKqdElppZtgMbURdsnt8Mk+IN+CF57r2KmvNK7yHhDqk+80kCo+sp66+oF+vQvqqyWlhYqlUp9nuuS1UromOylyZGv+BbG4gP7A4JukD63j4ech+h3+uubIhubi5OLDKB6v3yvLmaPvJbtkfVaLnaYWvOam5tpbW3FdV06Ozvr90gjet1899ICyLor+dYlcl5aHyUXXnNRx87IdVvHinvVUbcBlGvxpgsXcYAPsxlqpcV+VO2Q+wC51qr3Njc3EwwWsKwawWCKWi1AX/8HdHWdZmJiM6NXtrNr9y84ePBt0ulDWL4csdhZarUmTPMRWlos7bfMC2tig3Qz2LmrwNCQuSJRswFG9+ym7dIl2i5coNr22U8SOHzoEG3HjrP7zGneuU1//E2bbCYm/JTL6/ZHawGG38FqzVLxj4BtYeWTFGZdCtYEc5WRFXOpt4GT4QQnQwk2l/PsLc4TuG2WwOVc/k2CZoyt0cNkyiepBueXf2wdaxZqM7vSNkjbatuIu3EGzAHa3XYMd1Gwq9x9255wOExHRwfBYJBarUapVFrWW+rzgoF8nrFwmIpl3SSXswC/v8Qjj/4Uy2o82I1e2c7Fiw8BBhfOf5UtW39IW/uruK4BuMzNfZ1bYcPvqQ1Sc3OVrq4qL/5g5ejl2f5+CskkPcePMXjo4RUrd60imMngq9UoeiRCveFygi4DG2yOHr3WpmAdawCWjZ2YZSZ3NervCmyOyqbFJy3dfNzRz5wvQNCxORpt4sdOJw/l59hvj9FSvXVDaxeXT3Mvsy/xdeJzO0i3fILtXw+id69itTZIHU4HHU7HInN1q84DKwyfz0d/fz9tbW1Uq1VGRka0jPPnFfF8np5CgSOtt+jxbLj0D5zBsmxOnzpAMBTEZ5Wx7QAjI5tRi1yx2MbJE/+ERMJPrZYEXMLh5TKz6bEmNkiGYTRQtroszABbtpRxXTh5Mozff204f0WNSirYK6VEnSI0DEZ37+K+t97GGBqicFWloFObSXiF3Vd1l/XSRZHVqbGW3qvLwiwhjQUVVS6p4mvUOY7Dfa+8SikY5IPNm0GkGvEyDlbtlP3h8/l46GAJvx/OnkkRDAY9Y5HItql3yP70utZlm5b0raS/lSpDGlBLFY2ieL3SluhSDjSGpl80BtSl8fBy15VUvFI5SLWLNKRcLp2NrI/qm1lnYfwdxyZXXFSPKMNR+V4vlbFUpzU3NwPXpn6oGAYvJzr5dryFsmGy3a3ye26WA0aV047Fq0aIt2OtvBlv49Fagd+uZuptk30rqXY5f5Ya+Z4qvsx+/z8mPns/M6kPGoyH1fyS7ZFQbZP95ZVJXY2bLF/KjbxXjY/sG6lKVupHWJRj2UadutXLHuVm4qbp1ORe6g9ZB6Veku2Vqkr1Dp06SdZr6bXC3NwchmHQ1NREtVqtl60z/pbPS1WjLpaVTPOhkwGdQbG8ln0u108pp+q9UoZ0DiSwONbxeJxNmzZhWRa1Wg3HcWhra2Pnzp0AbNmyGLFZZ4QvoUtxsxS6+HRSRuR3RMmAlyH50rZA45onf1fyIueyV8oW9fvk5CR+2+Yrx09QNgzejMWu8eRT9ZHqe5V6JRTK0D9whaamUwQCebLZTbjuYdLzi7ItlSELZUWwrAiqS7zk1Wsdqbfnun9dU3C5f2ee4eEQmczKqnQmt2zhvrfeJjl0ub5B+iyi6/hx4hMT/MO+vVRui/J1eeSRMsPDFuPjaydq7zpWHmP+EH/d0s+UL8jBap5fq2TZGV3cYO2gxg43xzwGP675edkX4xMrxPNVeKR4ayqyiptnLnGMlvR+UpnduG7NK8juOtYwXNelVqt5HvA+S2hubsayLAYHB+sf9nVchevy3PkLtBSL/FlPN3M3+O0xzRobN31Id/dZXNcgm+1ncuJpstnVTy2jcM9skJLJAq2tVV56KQErTKmGrp4Ois2f3WzKwUyGjW+/zVxfHxdvcwJv3Fijo8Pmu9+9NdpyrcIFSuEowWJ+2Xs/63CBo02dvNKxibBj8y+nLvFgSJ1Qr/3gpXD5rVqWx+wif+VP8t1EJ++GU/SGMyRrVZK1CmbVJVYpk6gsH7ep6s+Sjp0lldtBaSxLuHs9RtK9iGq16smCfFZgmiZNTU1ks9llGYnPIx4eHWX77Cyv9/dzLnRjm+VkMsvefR8Qjaa5cmU76flD1GqxO27LtWY2SEtDxC/9PRBcoAx9vkYaryFj9tXfvWLySDpapRFIJpO0X1mgbb3YIx0NKiEHTVGFsj2SkoYQmjoAACAASURBVK17IHnEt9BljveKOyPpcUVn6jzxrEqFB777dzi2wxs7tjN6NUWFpEYllS5VDqoMqfY8dMilUDD4+CMffX2LmakVZNulN4QuE7SELi6MLss2NPapqq/0QJqYmKhfKypdjn+pVMIOBCn19FPcsJ1C7waKvRtwwhGiF8+y7d1XiczPNvQBNPaTUgcs1175u/y7Lo6OV/yehlgiV9UVuekyJpDJZhifXfTEkuoABR11rX6vGgbDgQjTqRayhsUpn58xw8cZM8Aup8y/qqVJJCNa7yw5v4LBIBuB/40cbzsVfuoLcyzeSkHlvWrfCEBHtcQ/ct8mXGuML7Y0flk5PEGl3EX2XIy0MwI+u94nUj2pSyHjtZDq4uzo5txSKBWaVKtJNYScozrIv6sxlnIl66BTWckxleoN2faenp5rnpfyJGVXqV28XPDV373SK0mZV2uD/E3KcyAQqKuN1ByUaiQpQ3KdUW2T69TSDO+yruCtWtWpU6VKUUK1U64XUiUl+yEej9PU1IRlWQQCATZs2MADDzxQ//umTQtsh5z38nnZv0o1rotRBI1jrX6XZclrnWeZ10ZV3Stl0CuVjy6llXxO9un4+Dj9s7M8cXmYTxIJXolGqBSv9VyDxfWpr6+P9vazbNr8AY4TZmL8d6hVN9HautD/Ui3qFZdLN/flPGhMHXV9o/41s0FaDpl0nNErQfbty/D6P6RYySyXiZkZyqEQlc9gllXDcdj10s9JZrO89uijZGMxEDmmbhaJhMuu3VXefitItXrv6D1coJxsIt8zQL67n2xXH+WO7oXkva5DcGqCxKef4MtnmD14mI+++a/oPfouvR++fberrkVlzocx0YkbyUHo5qPJ530Bjrd2M9zSyUgwgn11E2O6LjEcEq7DN2oZvmQXbtrbxAAep8LjboVCoUAJgznDYrhQZMoX4kepTn68ZR9fP/0+vut5vxmQiZ+lZfYhjMlO3O4r3veuY02iVqsRjUYxTXNVImrfbSg7K5X3bR2LMFyXJ89fYCYQ4PvdXZ7JaCWam4fYfN87zM93k8v+No6zGlqKKv7AdzDNK4TCU9e9c01skFzX9TSmlrvE4yda+dKXrnD//RZDQ+H6swpqly5PZl7JFuW7EzMzZFpaCIudpY4J8IptpDOUkydV3Y7WK/6P3FXrkuR6sQqqzxpiuly+zNPnL9A6Nsa3UineGRqEocH6CVT2jVy85KlF7bbVvY8/vhAc8viJZhIJf/1kLY0rZd/I39VYeSVV1J2yvIzhZSJRFfFYtl210TUM5rfcz9zjz1LuXYhga5RLBIYukjjxEYGhC4SvDGFdjcnh8/mIvfs6c8/9BsMPPcH45h1sfONnpAbPAY2snToxq5P7UkQ08iTHV2c8LMdXd7oEmBieI3xlB1WjwBX3bZyhasOJTo6fGh8Vs2c4GOGX7f18YIWxDYMthsMLps39ZpWtpkMCKKrItibMZxZP7DrDTl1kcdlexbJ0Ab3mwvi3V9P8SaKZX24/wG9MXqrLg2zDYtuLhCPDROf7mWUQ113ofznHpaeQkjEvdmY5RwCvRNfqOWmkLe/VxSOamlpcfHWqF1kXXaJYWJR5yZzIcZBMmppr8u/L2f9I5ws5V3XPyzrqjKklo6YM/tUz0Wi0YS57Jb+W8qTbcEgZ0SVD9WL7VTvlu9ra2rRt05XltfYrNravr68uLzJStq5PvSL6K3nxykQg2TElF3JNlP21lNm9Xh10rKtXWeoerzhJcn3sPHee5kKB/97eTvbquib7TskILKyhsdg0W7e9TLnczfzc7xCLLf5dN3+k7OvWUq8E7DX7PB0d71MqDpDL7wTOXFO2wprYIN0ozp1NcPjwOPsPZOobpNuFYdvE5+a4tGvnipS3ZuA4PHnxInvHxvigt4d3VqDIcNjlicNVLlwIMTe7tuN6OJZFes9DzD76NJWWdvwzUzT/+LuELp4hMDGK7RH0DsCXy9Lz4t+Q+uQIY8/9Bme//s9oOneSgdd/hq90d93O3apBaHwL4DIWPIJj3Fjcl5zp42fNPXwUbyHsOjxj53mqluf+1LUL+GrjkF3k/EyB11p6aKmW2CE2tjrkooOESu3Es1ugYxDM9ZP6vQL1YQoGgzcVoO9eg+7w8HmG4Tg8Mz3FWDDI8ejyoWACgTz37/wHbDvCxPhv4Lqr932Jxz7GtkNMTn6DTKYE/L3nvffUBsm2TU6eTLF//wyxWI1c7varH5ufx3Qc0i0ttxS4ai3CqlZ5+O136L4yytGebn65cSOIqMC3iq++UCUahdd+sXZje9T8ASZ2P8iVPQ9RiycJjQ7T+Z0/JfbpJw2bohtBdPA8m/7kP5E7/CWuHHqS9MB9xMdHCM3PEk7PES9kCafnFrJQ3yH1QeliE0Y1QKn7LLX5G9usnekc4H/03k/VNHlqfpzfDrqE7nLsmKfmRpnxB3mtpZdUfJCu7HWSURoOmfg5mtK7cYY34PQOed+7jjUFxUR81gy1LcvyjHS/Dtg6Okprpcpf9vXiLts3Llu3vYVp1hgb/V1se/WcfyLRE0SiZ5ifO3x1E3YPuPm7ruuZHkSiWq3y0dE4B/bPsHv3HK+/nmh4bjljNEk1KqoweZUSzLS0EPMIxa7K9UoCqYu9IVUluvg9XmomnRpQ/l1S0LrniiMjfPnoR7Rks/xdSzPvBAIwMtKgklLv9lKx6dK+bN5s8sgjBd59J4xpDtB1NbOvMuDTqSOWlquuJSXu1XZdMkapZhocHKxfj4+PUw2Fubj/MeYOPIoTChM6d4qW7/w5oQunKeTzpGmk571obDWuin43bZstn35I7/B5hvY9QqGlg9mOHqrBRar4iOsSymeJZtMkSwXi+Qx9Vy6xSbRHxkvRQcmLrKM0eBwaGsJXSpKY6WWSE0yOftrQN9KQsre3F2AhpP+OA7wRaWKHW+VfkKEnGfBU7ag6eMXl0qWJWC5emCxf/r2luZl/Xsvwf9hJ3t6+nz8cPoklVFLSEHnheo6iVaarsB/7fC/j7Wf+f/beLEiu9Lrz+917c8+szMra9xWoQnej0U2AvZHNpZukKDYpUaJFjmhLmhmNRuMHP9gxL7YjPA6HwmuMY8IvljyyZ4KylqFkURqJi7h0s9n73kA3dqCwFapQe2XlvtzFD1lf1cnCd5FVQAFdIOsf0dGJW3f51nu/73/O+R886+Yk0soM4ee02exD5uf4qcajpPp1CWhh0/wrTb46jRk5Z+RzdeYR6RyuS10Eer2bZk6+fiZHnZaTLtWFvJd8JzY6wtobJjbJKG191tZnKMi2lU7WumfJOtqa+SdT5/g5s29NtKvKaxjGhmafeo9Ho1GGhoYazEWyHWXZFfxSLalz5RiT3zKdyVHW0c8kqNgtnQaVrKccz7Lusk1195LfFtM0MV2XY1OXmIlGuZBKERD3le00NDQEQGvrLK2t89yY/Qy23bXhqiTfAbpgIZ07ijy3MQn1NQYGz9DRcZKV5XbefrsV1z3dlNXcEwuknWBtLcSFi2GOHSvy0kv6j81OEF9bwzUMCskk97WLtufRde4cj7/+BgHH4QdHP8Zrq7fYle8Apunx1a/myedMfvKTGOvf3z2DbO8g5375N6jF4yTPfED7qy/gXTq/q8+I5tY49NI/bEzQaihMNpqglGylnG6n2NJKMdnKTN8wlXCETCrN2PVdLINnEM+M41glFp2zTU+vmhbfHT3MpViazxZX+b2ot+cY0ggev1Fc5o9benijtZuJxVs7TGbNacygR1f5YyQXj5DrOIUb2A+r3uuo1WrEYrEN1qVSqeB5HtVq9baSt96Ow7dpmrS2tpJOpzEMA9d1MQwDz/PwPG9j4VOr1TYWQlv/g/oiJRAIEAgEsCyL/v7+ffZoCx66cpWWUom/HRnehmO2x/DIcarVFlZXD7N7lkqPoeGf0dlZf1c6joVlOczPj3Di+MO47vbSjtx3CySAt9+K85/91gqHDpV57707G5yeYdTj4e7jQR5cWOCR7/wN6evXmU8lefGhh1htaYFdWiB94hNV+vpt/uLPk1Sre+cz6wFTBw5z6sgThHNrDPzf/4boXD3S6W57CoWqFVKFPKmluYbdWjKZ5MVP/BK5+K3DvneKSG4Ay4mSbT+Jt3zrj4ODwd+NHeFqso2v5+b5VHkNM7o38ww+UiswUcjwQls/vaGLtDTRSCoFFrkRfZPeyuMkFx8m137mHpV0H7eLbDZLIpEgEAjQ3t5+E3Nt2za1Wo1arYZt25imiWVZWJa1ca78t2malEolbty40SDnoUMgEKCjo4N0Ol2XjqhUcBwH0zQJBAIbidKlyr9aNHmeh+u6eJ7XwBrtm9b8kcoX+Pj581zt6uLCNqLC29quk0wuMzPzOTxv95YjsfjVjcURwNyNcebnR8nlOnCc7X8dbrtEhmFMAt8Wh8aAfwW0Av8cUNvB/9bzvO/f6l6maTbQZZJ2lPSeovU++MDhK2sGk5N5XnvtZnrWT6pdDmZlkggXixieR3tra8Pfddoc8l5+6TRUGSQVKM11iiKW1J6kwbem9Nj69wYqcXaWrrfepuvNN7Eti3c+fozvVat4hQIUCiwsLGycK6Ng1P389DZkPbu7w3zpSzmmp5PkcgcZHjY4cODAxt8TTSZBs52eLIPOHCejPGSagcV8gXOf/mUWxh8gef4Ug9/9NpnZGRSZq9Ny8pPal1FQKkpJagX5mVN1eja1Wo3g8iIro5MNJjJ1Dz9ZfkUHS1pZRbUYTpBE7lHWmOb66tmN+SHLrTKEe8A7R57kSiDOP6lm+EpbHIj7pmmR0EXyyGPqt1wQynmgS5/jlwFeRjz9s0qF/85I8t6Bh/nafD0i0S/LfL1NF6i1lumvPUnL4kNkjXM4kfr5qk3k/f3KqCAjjaSZQT5XwU9fSfa1+i3HhRxvaixIs6jOZAWbbeZn3tKl05DvT4lmUYgS6rnyGr8yqHP9dIVisRiu61Kt1mUfDMOgVqttsDCBQIBQKEQ0GsU0zY2FieM4G/+vVqsbiynP84jH44yNjTEyMkIulyOTyVCpVBpMh+l0esPkWq1WKZfLDSYeOUbU/DAMQ8tqyb6S0W+qTfzM0uq4LsXNVug03+S9ZBSbeq4u7Qk0LuJ0+oA6zTkJvzmjxtjWd956Yfj0yZM4lsVrjxyhXWPSk+3f29vN4NA/UK224jpPkExaDXNORsTdqqzQ2Kb5fI6+/lcoFiP8+EefxfPM9W/hMrCsTXPkh9teIHmedw54FMAwDAuYAf4G+KfAv/E871/f7r2bP9sgmzUJhe/c0dRVglu3QfV+JPA8QucvEHvpJXqOHwfPY+Xhh3l5fIxKJIJ3Zvd21Ibh8ZVfyWBZHq++MsRuak/dCdYSKd799FcoptoYe/NF4i/8AGOPJKwEiGZXqUWiVIIhwrWb8/DtFKF8FyYWC8appue+1znIi4E4z9VyfNopAvc+Sm2n6PQcPuUUebGlnV9aukbCaT4Xa2aB6dArDFeeJZTvphS5WRxzH3sTyrymy1EpmRrdAlV9rFdWVggEAqTTaVKpFKlUilKpRKFQIBqNEo/HcV2XXC5HNpv1FQBV2GeC7hz9Jz6gZ2WFlx59pJ4MvUlQTGvrO4TDi9y48VVgeyav7aClZZaWlnlOHH8Iz7szi8ducVqfA6Y8z7t6rwaa49RVte8UGwukHUY43VMUi5jnzmOeO0vHW28TnJvDjceZf+IJFo8epdqWpnLx4q4/9stfLjM5WeF7302Rze6NnGvX+oZ562NPY1SrPPq9b5O+cY3lPbQ4Aohl62qv2ViCzrWVJmc3gVdfIOWZo2rc/MGQyIQivNQ/zqNOma/Z99eC4Rm7yPORBO8nO/nU6o1tXePhYBKgFty5UOY+9iZ2IrZYqVSYm5tjeXmZZDJJKpWio6MDx3FYXV0ln8//XIpT7kVEMmuMv/Ya011dXNyGk2o0mqet/RXy+QMU8hPcbrq+cHiOROIimcwk1Wqdnerrf59qNcbVq3fuLLtbC6TfBP5C/Pu/MAzjd4B3gH/ped4tnWEsy2pY4UtzkC4apb778LAsTytwqIvC2vpbUYxesH4s4LpI4lPeVz5XwS/9hKL6ZLnlpFf0np/A3gbN6ji0fv/7RE6dJjgzg+F5eKZJYWCAG7/2VTIPPcTlmRkoFqBY4Nq1a0CjOJ0sr46a9GubRCLBsWN5Pv2ZCqdOdjM3N8Lk5KZZTWYu11HIfuYC1WaSDm2WFmZmZlM9+VQizYXHniExe42eb/87Krk15thsf50ZA0Rfb8O0pKhpP7OmTmBN3te2bSKZOjU8j0Vo3eygomdkP0gzoG5crKysELO7STlh5mpnKXv19lNmJGVWA+js6uLv20ewgP88WCMZqtdfzSs5XmVf6TLDy37QCd1tR+BQ93fZplvn9SQwls/xTrqHZ4srDWWQphv1jHQ6TchNYWAQTDkE1/tb3VeOBWke0Zk6JFOhEyKEzX6RY1tGJEpzpxpDfto4amzKiCo5XuUmU70L/aJe5RxX7euXXkRnQpXj2W8uNiujuod8rqy7HC+qff2i63TP1UUTwmZfyn5UitahUKgh8k/1m1+f6AQZ5XPlGJJ115nY5G/1XvUz6+jMYn5iwM3aRprVdC4g8j2lGxdSBFXW8eaI0sY5mc/lePhHP8I1DH724APU1vtFF7lbd13wGBr6a8CiUv4aqVRqo01kRJxcB2yNTItGC0xMnqa3t55eKt32FteuHSSXS5NM3uD0qSOsruqEZxvfsTqWUuKOF0iGYYSAXwX+m/VDfwj8AXV3iD8A/nfgdzXX/T7w+9CYJ2q7cGwI74K0hhvcNLHpLcMfDTq/+z2Sr71G+eBB8l/6ZSoHDlAbGWFBE+a62xgfL/Ol5zKcPx/hzTeHm19wD5BNpZl69tdJ3Jjmwe98i1xO7++wFxDJrYHnUUjcoaO2B8naMLZRYs27dZqNk5EkZ6Mt/Gpmlrb2+zMe86ncEn/WOcrZ6PbMghF33Yckus8g7aOO/XQf9x7DZ8/SMTfH8ac/ScFHgkIilTpNPDFNLvuruO7O3pHBYIXx8XMMDU/heSaXpg4xOzvM+PhZhofPYRhQqYSZnh6h7nN0Z9gNBulLwHue580DqP8DGIbxx8B3dRd5nvdvgX8LMD4+7vmthOWAl3LxrlclGHK1DJOfmU8nSa9MbIZtN7AoOo0SuQqVK08dO+PnBKeTfZd1LBQKpN9/n/RrrzH3xONc//znNx1Wr1xpTDkhIjjUcT+nS53mkWwP5bDY2Vnl69+YY3U1xptvHGZ8/CAAvUr4CL0zoc6RDxp3Paoesu3kjl6XTDibzWKHo5z64jcwK2UG/79vUc7ntClKpGO13D2qcSF3J7Id5U5FQfa1LKPsV7WrlLvSxcVFLMchnM+yFo1v9IdO40THMm70tQet5QmiTgeLgZOEQps7TfVcubH4m7Zeul2br0ZN7RiT41mWQbIkfjopCrqUO3Kuyfmj6qZjYqFxZ6x+Hy7niDk2p+KtHBRtrgu6iEQixAvt1MwC3T03O976aePo2EI/DS/dO0m2rWTX5H1VX8v7yvG0NQ0L+DtDq/v6pXOQ7ahYLF1KCtA7pMr7yjKq8SjbQ44PXZojWW7JGkiHe13giRw3uveUbBtd2iVdSp+t99I5rsv3jY4ZlHXQBc/I6/zaRvWfXzJ23bmSjfRzrFb94qcnJdHMzKj62k9TSed0rsaSWa1x5K23me3u4lR3N55oU1VeOU9aW026e16iUhkikzmCEmpUmmGyTzbf0R6ed4Px8SxHjy0SDLqcOtXK22/1UCgEgVlOn+4kkUgyOblELt/F6mq+ebSh5/G0FeDNW7TNbiyQvokwrxmG0et5nnIi+HXg5C484ybYtoGGMd4xNn2QbPaCtTp2/ToD3/0eudFRrj/77D19djxu8/VvzFGrmfzkx4ew7d1znAMoWwHWQlFi+fy23b09w+Dic1+nmkgy9md/RDB/9xm03UAsm6GYvE3FcQ+ia8NEnH4y1mUy1iW4hd/yTCjKlBniP7Wzu+jqeO9hAWOVApfDcQ5u4/yQk6ISWGE3HTz3sY997AAGuKZJNRTallROqvUfMM0y+fwTWFYO1w3jeY2moFCoQqp1hYHBWTrac7R3ZAmF6gvJS5cSvPJKFyvLkZtMxvl8mHff7de6BTQU2fOYKBb51OoqB4sl/odbnHtHCyTDMGLAF4B/IQ7/b4ZhPErdxHZly992DbvlpO2s7xKDhQIfdaYgK5tj4Nt/Sa2lhatf/416pvl7hPb2Kl//xjzRqMs//OBBisXb9JrTwAM+aOngH0YHKAbDtOXXOHJ9ioML15tee/2Tnyc7coCRH/8t8dlru1amu41odpXF0YmdX6gWR/n64mgx8OEtgwc94JWWTkKexyed+9/UNFopcDKWohiJEbtF3jvLDRPwImStNaDN97x97GMfdw9uMMil4WEmpqaIPFLmVqEhhmETjZ4GoL39rzaOe55Bb18Qxwnhug7RdZO560ImE+fq1S6uXjG5cSPO8vIOPvqeR0ehQNWySOXztJfLDORyDK+s0mbb5CyLf+jrhXP+wrt3tMTwPK8ItG859tu3cy9JFUqaVEfb16mzKoGA4yvXr+CX6kAdr/b14QSDtM5cZ+WJx7VlUxSxpCD9qE9VXlkWncOvNKtlMhkMx2HyT/8Mo1TinV/7Krm1Na1DnDSJyOOKdvdL2aJzoFTtPDpa4Te/OYfjmPzg+w8Qjz+Aala1GpemO/kMRb9K+r7BETmR4qWDR5ht7aQ7t8qx6Quc7h7ixUNHeWvsQQ5dPc/k9SkitWpjSoFSmcUHHuHGY5+i8/ibdH74bsMCVtLuyvx38OAm76Bk7CVk6oeLIupP53zvpxEldyeqHXSZ3K2VJWoPPErRcbBse4M6luYGObYLhQKeB8Z8NxG7n7XAFabtt1GOcXJ+KCf5aFcP/z6U4rgV5ctGla71pJC6VDuy/7c65G89R0f7g96ErXP8lffwc9KWz1Bt4rouw+X670x3P+m5azddp57dYtbbwIiVGxxoVX1kn+hMqLA5B2XbSo0b2dfKHCbbUc5FOYZ0OkcSan74BVHozESyPvKdJ+eBMgnJ6/3MLmqc+mnyqOvkPJD1lW2myijr4Jf2Qmd69XOvUH3tZ75S41iawuSzdN8OP60mnauGXzoincnWL22Tamc/0618b6r66lIf+dXNb37pHPnlN0cXsCTNW35uEqqe8u9nhoZ44OJFRi9Ocb1n07VB9aWcR9enf59gMINpVsjmFghYVaxAlVotRzBYw7arrK72srzUwrlzFWy7/rz62Ctq+x8a21T9ftg0+fI77yJRDQSYb2vjxOAAV3t6cE0TfvpT/HBfKmnDOoO0C8y6Z1kUBgZouXKVOwzIvm0YjsOx/+V/BeD45z9Hrr29yRW7h6NHC3z5K2usrUX50Q8nyOfDNJEMAWApEudE9xCebRNwHbxqFct1sFyXoOdiuS6r8RZODhwg6Nh85vxxDi9exwAenr3M9dYOjveP897BI5wYe5CDM5dpuXKR1Y5uVjp7WU134gUCJK5fYejFH+ysUp6BZxsYgY/OYdO11k23Ph8gLQpRWu0h1gJXWAqevKVZ7VIsxf8R6aSAyTera/xadO8onN8Jeqslwq7DfFsXo3P+jGG02IttlbCD95ecwT728fOGbEuC2c4OJq5e5ZWuLjzTn/K27TZsu874LsxvuiCoDb5chNv2rVMP3QrdhQKfP3cOgPcmDpJpa6MQi5FJJqnt4J18/y6QbAPL2p0PYG5kmP6fvoiVz+NsQx59N2Flsxz61p9s/HtufPyePNcwPD7/hSxPP53nwoUwr736ILXa9lec15NtnOgaJOA4eIDjwyRMzl3jycuniNWqGOvnGMBgZonBzBIzZpBTwxOcHxjDHTqI4Tq0rizSc/xNkrNXSVy+gOluf0Cb1RjxxUmy10ME28uEegtYyeo9zyTjhCNYlTLGTqJqqvUdYiYwdUuz2httvfyoe5Ret8Z/VV1myLMxjTvPS7gXsBCMUDVMgra/w3jCaidYS5FvuXU77WMf+7g3ODs6yrNvvc3oyjKXbiMqfTfRVSjwm2fOUg2F+NtPfYp8LObLpDbDnlkg+WWTl9FIkioPBm2CoQJdXR14Xv0tqaP7/SJzJO2YHR6mH4hMXSL38OGbrtNpXfhJlOsiiCT9p1bIMzMztM7OcuSHP8KqVnn12DEuDw2yvL7qhc3IC2l6kiYaXXSBhJ8seypl8bWvFTj8cI3j76d4/vku+vtTG2JdcjApil1S7dVqlf7KJczBCSZvXOaTFz4gEAziGia2aUIgiGOaGJ5HrLLuFyO0riRN2jI/z5OZ13nkzPtcLldJLi9g2bWNiDOHDStTQ9vKCK7JyUkAuoIHKV1vxQi4tI4arF2LUliKEk5B+0GT/r4AxnqTZDKZjetldJvqV79wYVl2lcpFl+G9GgwRrFZuShUh+0zS/aurq4RyEaLAWmEFF1trtgF4v62X4UqB/zHmEg5Fb/q7NLuofvMbr3Js6s7VmU389FR0EaeS9vfLYr6RmqNS4e87Rom4NocvbyrCb3259UcfxjMcaolFLNNquK8yS8v3iZ/JUNVHjquRkZGN37r0LH56KrLu6n5+6s3qPaYzxYDeLOZnhpJQpib5dzmGZNnVs/1MP6rN/FLUyDGi7uVn0pfQpSaSY0SWfavO0dbr1d91WlBb67MRdSXGs5wncgw0S6CrG1uyHXV/9zOF6VJ6+EV+yrrrIol1pn4JafLVaU81aBsJc5vOdCfbNhqNsjQyQvHDkxyZm2N63eVBneOnLSbfu+q41FzSRRnK9pJlSCaTGJ7HsYVFnjlzlkogwE+feQY3ESdGo5nPTydMhz2zQNoplpcjWBa0d5RYWtS/MLaLYk8PTihE/NLmAumO4LoY1SqexhcEAM9j+P3jHHjjPdTnfAAAIABJREFUDUqpJD/6xCfIpO5+SgjD8HjiSY+vfW2NaNTjhRc6ee/dVm5nGx6tVRhbmOF8zzCPXzpFELA8F8txsYSy9XYjA6PVMun57Sko3wTPILwyRCmXxkpViE2u0jPSQ9cRyE5DZgpm33Exo20kJnIE03dfNd2JRAlUdpZp3nADuJ6DeyvbGlAwAxwo5wnHd8+Rfi/gXLyVS/EUX1q44puiJWCE6AodoBJdxDP3knLZPvbxiwvPNFno7qJ97tbJg+8W+vIFvnTtKj3FElfb0vx08hDhxDZ8RZrgvl0gzc3VK9/TU7zjBZJnWeQHB4lfvnzH5WqZmmLw7/6eYD5Ppa+P8ugo9uQk1fEx3EQCs1ym7zvfIXnqNPNjY5x69hkyK3ff+6m3z+Ob33Q4cACuXAnwt38Tw7bTzS+8BR6cvcTFniEudg1yZOnWQoZ3C0GiROcOEai0EOrPExnJbpjTzAC0jkLHwQC5WZdrb0D2RJpQVxnTDeGad54nzQ92JEqwurO4SNMJYjeJpXQNg5JpEd+B2fF+gI3BDzuH6aiUeCyzwFWf87pDk1hGkHx8zueMfexjHx8FitEYg5UK9WiTe2P7Drguzy0t8YnMGvlgkO+MjTIzPAyGwW5sH/fMAslPsEwnzFenDz1KxSmGhmpcn25tOFdSslIQUJdSQJ27NjRI6qcv4q2sYLe0+IraKUjasVAoYFUqjL30Mr0nT1JobWX2Y4+SujFH8rXXsF5+uX5eOk1rrUqsUOSl8THeHxiAixd95dUV9SnbRlKnklpWdd8qiBUKeXzxl2t89rMO5bLBX/5lhPm5cSzLYHBwU1hRmqwkFaszQyhqs8Wz6SoXOD88wWe98gYPJcso6WpVN1lHaTKU9dSZaGQZR0ZGMO0IqeUjWLUg0YkVeg7FUCHfW80UyX6LjqeyFK5EKVyJ0MWTFNunsGOrDRmmdTS3H/2uyza9cV44Qji7ests0VtF0brKoxheeaNfpTlA9W8tGMYzDFKm4WsikFBmEVkfP/OhziSki4rUpYTZelyZSvyEBiXVXigUeCndx0oowq+eeZtMZqmB7pft0B89TN5bxIxXManfW44h1T86UVhopOV19ZWRMfK+qjxyjErozPvNogHlveS4ks9VZfRLcaIzu8j510w018/MpyBNXrL/ZNlV3fzMcVvNMfL58vqt5VVzR9ZdnquLOPWDeqf5iXf6pXLR/V32qyqvn0lxq4l96/Vyfvi5RGwXsk9k+6sx4idseqv3GDS2kyqvFDlV9QnNz2OdOcNIOk0lGt14jylXBGgcY/K+aszLOuii9qSI5jDw3NlzdBSLnBoZ4d3JCWrBIF3r9ZVz2S9itL1JQNSeWSDtHAZLyyk6OnZHODC7HhaeuHKFzMMP7+ja1qtXmfjxTwjn81x+9BGmHnsMY31SG45D6+IiqZlZWmdnMXI53nnyKU7cwgl1NxAOezz+RI0vfMEmnfZ4680Q3/9+hGLRZHBwd1b3BnBs5QY/6DvA9WiCwdKt89rsKjyDlswhDM8k/sgiVtwGbs0kGhYkxktEeivMvxMgtjRBufUadbmu3YUbjhC4xeJoH5s4lWjjhY4BDizdYCTjH7liESRiJJl1j/Pz4ZK+j338/KCyvjCJFotUfHLe7Qo8j48vLvGFmRkqgQB/ffghMsJ3cDexJxZIhmFonc7g1qkBsmsdDA4u0tIClUpoY/UpV6F+SQLVqnnj/4EAh8JhOn/2EmvxOCWho6N2KFsT45qVCoPPv0DX8eMUWlt5+9d/jQumCaurDbvAWq0G0QiMj9XvVa34ahvpdjV+uxu5M1PtNDQU4NixPA8fyRMOe8zNhfmLP++iXB5geD2tmtLRkcyJ3E3LXZxabfulTnnSLvKC6/B+ex/jC1duKq9sc8WU+bF68jq105Rs1tjY2MbvTvswTq2F0MEF0r03p4yQuwfVvhtlMYHRFbzZAaKZYQ7GguRaLoDhbexWJcsldx9yt6Xuq9NJciIx4rgb5Vf39RubtVoN2ysTNVo22lreV+0CYxgYnkdlC2PkF4ygdnd+bIYOcseuS2brt/PWOW/rkknL6y4Go/x1zxB9hSxH33yBJffmBLIb+jBGfbxbIa9hNyzHrs7B2S+Jsfotn+XnqKr6StZXl/hW1ln2ry6tjF+CU9mO6l5ybMtdr47h8Utmq5uX8u+6d4tfKhm/9CAKfik/FPyiimQ7bqSD8nH+1ukG+T1DpkpSkO8hmeRbXadzKAd/fSQddNYHv0TKOk0leb1uvPn9XfZPs9RQqp66cbf1Geq3Lr1LaL0/ekNhIj09G7pzfhpSOu1Dv3NVm3VHozx76jQjS0vM9PTw+sePUYlESGlYRr+ktNISEWmSO25PLJBuF6urdZqvvT3D7GxXk7ObwDS5+OXnGPvhj3j4//1TFo8dY+azn8H1acDk5cuMfO/7hLJZrjz6CFOPP15PWyLoxHsFy/I4/HCZJ54oMzZWw7bh9Ok4Jz9s58aNCGDQdpfEhsOey9H8Cm+1tPOlpevE3eZ0950iWGrDWUlhdWex0kXgNnYrpofbPw2LVWLLfVhuhEzqw10pn2tauKEQgR36IDlGlUATy7mJRwyXPPe/7tENK8QfJ/tIVcv8J5c/2Fgc+UEtkByjym31+T72sY+7Bmd9sRfK35k2meF5xB2HqG0Tcl1CrkuiUiVRq/LMzCxh2+blyQmuHT58132d7usFUiaTwnUM2tvX7nyBBKweOMDxwUEGX36ZnnffJX32DNOf/wKLkxMbHWFWqgy/+CI9J05QamvjzO/8NjP3WDtJYnDQ5rd+O0cq5bGyYvL88618cCJBsWg1XR3vFp7ML/N6spP3kh18KnN3nWdNO0x89QBGrEJw8A6d2w1wu+bJV1dJ5iZJ5iZZ9V6/Y22dckd9LEYLO3tROFQwDQuTIC7+JtgWzyVn3t/5xyoY/FGqn5Dn8Y2pE0Sd5gvrgCkXSPvYxz72EpyWFjzDoO3CRTzTgmqFSiSCZzuUwyHsLUyW5Ti0lUqki0USmQwd5QptpRId1SpBHz/JlXic7x79GMstLaTugSP4nlggGYbR4HgoqTVJ7ymaTVKca9kUnZ1ZwuHwBq0vzQKSXpTPUMel7oLC0rFj9Bw6xMHnX2Dsb/+WtqEhLn7uc0Sza0z8+MeEszmuPPIIU0/UWSNpIlO0ntTZkeYaRQvrqOStvxUkDS6pzeHhGL/9O9epVi2+89ddXL4cp6UlRTwO8XgjFa9zwvbLIC7LoEtbIanYSqVCa6XCUGGNN1s6+PjclQaqV9KcysQmnfZ0zp4AfX11B3KpSzMyMkrhgw4c06Ln8RrBeGdDm+g0RST8xkJ80sWeXSE628OBjidx2xcaKHeZokRCtZ9sx87OTqYePgrARDlPdItomp/GSSwWw6oARYgEYlQpNPSDrFuXU2PabKT25bmy/VX75jVZtqHRPKXmlTxX57jrl0ZH58jql7n8rBFg1Qryu0tXsFaXyW95roSqe9Rcp+GjZkP/SXObLsu5HMO6FBkSfqmJVNllGXXzWkLWV16nniuvkXNK9p/6LcstnyvrpsvKLs/V9aUcu7qM9dvJFq/OlX/f+o7YWh+/lEjyXaeuk+XWpTDxMz9KR2J1rl+6Den8q86V9ZFto0u94Tev1blynkizmiyjLghC3lc3v2R7yDLqrpNjQfa7KpvcUMty6XTR5Lmyf/PDQ7ReuULrlStslTx2LItyKEQ5HCZcrRIvFjf2oi6QjUZZSyY5HY+TjUUxolFqgQB2IIAbqi+w8skUrmWSBt80Y+rbK7/B2wlS0WFPLJDuBCsraYaHr2IY21Xc2R7y3d28/5v/iN4PP2T01dc4+q1vYbouxXSaE//oGyzew3QgOsRiLl//Rl036C+/3Us2+9GaHI6t3OBvBg8xlUgzWLk7LJK9GsbJhYgeXCUY99GYuk1YvRm8cpDAUi92sArcvsz9Uv8IyaV5otWdOWk767IDQeJU0ecPAzjgVPggGGPVtUnfp5a2S6E4pucxXskzu81rIutq4a5x93Ws9rGPfewcU//4H2PUagSKRfLXrxMslbDyeUKlMqFyCdayRCplci0JzvT1kkkkyMTjLAYCOJbVsGiVizidf9a9wH2/QFpdSTM+fplkKouGDLozmCY3HnmElYkJhl99jWo4zLWnnqz7GvmE+94LBAIev/07WZJJh//wF32sroZo4nd71zGRW8F0Xc61tDO4fHcWSLWFGEbAIdhZAnZ3gWQYEBhZpFwysOYGCSRnsC3/bPK+ZQyFyXT2MvbhWzu+tmrVHYTjdFDA35dtwqkvvE45Bk+bH12+uTvB5XCcgWqJ0DZ3cymzjx7rYcqBZTzj7vu57WMf+7g9eMEgtVSK7DobqFO6h0ZW1anuTbP5nlggGYbRQPX70eCK1pONfONGna5Mt65wrlyn3GSUjaQd5TMULTg/P3/TMbiZtp87drT+93UzkV+0i6KQJZ0poyUUXexHXeu8/GUdEokYv/61BYaGbJ7/yQHK5Tba2zdpWxmZJulmGZGh2kHSjn76E6oMftnRVX1eSffimiY9c9caIr2kqUqZ2GSEn9wlyDZXkXb9/f0AeLZJ9YMILUM26bbWhvroNHdkGdUY8jMRbIwxE8IHl6idGqSz9jB29yUwGml/nUaNpKNzDz0Kpsmhcr6h/XUmP90YKLmrxOjAtm1fM8Uh0yPgeZz3TD6zPlz8dHRU/8i/y3bQ6fpISl1ep/pKXu8XhajadGuKmoph8EqsjWuhKI8tzbC6uqpN2SKf0d0ySn/1SapGluD4PD1WT0PbSnPbTnaYqu6yH6QpRJanmU6LX2SfDrqxIN9Nsgw6U6XfeFRlaGayl2XXRRLJ434aQ36RVgrSvCHLqJ4r+8wvRYY6Lu8v57VqM+k+IH/r0pLItpdmNd1c9dMwk/2uzpF9ptPgku82+VvXjrI9ZF/LdlDjUD7L7/2m2tRPE0tXbr85ob7BDW4u4lso21yVV/aZ3/xR7SCvl6ZI9Z6p+iyk5Pzb0GXyibSU7SjHqQ73KUG/iVIpSi4XZ2Bwu0T9/Y3PfW6Fyckiz/+kjStX7lJo2g6RDYZ5e2iCkeU5xlbujtS8u5IA1yAxeHfZAyPoYPWtYBZbMHOtzS/YgusdvYSrFTrXbs+BPOctkDA6uZWneBYT2zBou48StZYxeD7ezh90HuC7LV2M5jM8sQ319ajRSl/1cWyjzGzoDbB215S+j33sYx9+2BMM0p3i0qVhHnnkNJ1deRYXPrqIsruNpz5R5LHH87z1VpK3307R2flRl6iOFwYnAINPXTp5157hLLUQTLqEUnffpGR2ZqktxrEW+nDj2xci9YCZjh76lucwub1y5r0FuoxJYkaagqdXuD1j1Xd3H7u9BNX3HJcCYf6vRC950+JQJc8X84vEZ6ebXhcmwcHg53BxmAm9vh+9dp/Ac11K1y7h5HN4To1quYzn2OA41CyL8IEHoWVf6nMfex97YoFkWVYD5SppUJ3ImzSxzczMMD83Ru3B8xw5sshLP0v7ik7qIkX8onBkZJqiUXUmBL/7+mXJVnSjpCWDwSDRqIttG7S1RYjFHGIxl/b2MNGoQ2s6RCxWZWIiz8z1LqavPcrEhNFAESvTmjzmJ6Cno8/96FlFU/rRvuesCBdau3jwxBvkLl0kR6OYos4EIMvVKVZ5AwMDG79HR0fxbItgvpPaahCvGKblcE0bNaLoV78oGmW2lPStrIOkgKHuj2T0zmNcHiWY7yQW26yPNKdt7evV1nZK4ShDK/NYlqV1MtRlQZe/y2Z9XLRY3VStrPbcUwRJuA59tk3VUWXepJP8xCh1kGVU9ZDUtrxel3ZGQmdqKdVs/iQ5QMhz+O2LHzBQrNfpytXNbGtqvMi2Geo4xLDxFCYWzvAUvaG66WR0dBRoNFPoosWkqUZGu+iilfwilJqln/DL0K7KoxOHhM15sJ1IO3Vfv/ejfBeq8ehntpZQbe0noqkzzcn3hS5t09LSEl6lRO3cB3hrq3iGUQ/3Nk08w8QzLSy7Su2tl7APH8Nq62yo49bn6qL9ZDup8sr20o1XeZ3f2JXvDl07yrrLNteNC/lcNfZkuf0i03RipH7fHFUPOfbluXJsqnEor9c9wy8lj044VraBX2obdQ/5rpXvTx3kOJftr9pP3ssvolQXXSxNcDoRWj/siQXSncJxgly/Pszo6CXeebuCWHvcF4jFXP7Vf39rW2ilYnHtWpr33j3CHQv17CI+7B8jUq0wfv6DXbtnwI3hTfdCpoW8Z2IEXcLdZVqGml+7ayiuf1QjZdimr/ZSV12aoG/lTsRC633roRdN9ICzgQiHnDKmsfen7wvxNhYDYf7F6jRtxe2wcQYjsWOMGY9Tpcgl76cMhbrvejn3cedwluawL5wC16XUO4KdagfDaFRtDgUwL56i8sHbhCYOE+i7l5N6H/vYGfbMG1YnKw6Nuz+1ypesg9oRrq58jJGRKQ4/vEI+v/lC3Y58uoJcncrdrFoh+5XRb/euIFfjqj5qRxKJuPzeP6+vaKemgkxNtVEqWZRKFqlkH5VKiPb2IZS72NBQ7KZ7weZuSq7A/RztVHn90ofo2CJdMuFcKMKV9m4Onf+QjHDGluyYLtGhdIjs7t7sq8GBQYylToylTihBoKtAqKeIGathGJAv6iPXdDpIsr6q/2T/6yT+VT3dqkl1sQOSeaxUhZCtDz1VzIeqo7NUb4MMJla5rE226Lfb3RiPtSCEoVBbo+I2piIBWIsmyJgBDhZXqFQiN/19az1VGfz0fXRMgRyvOjZX/l3+lnNqbm6O+WCEH6XbOJRZoG36ElcFa3Tjxo2N36r9utsGGA18khazm0pskWLrJTrN5IYmFmyOXcnw6ub1TpzS5fzVOXvCZv/Jc+XfdcyELINsZzX2/ByoZZvqGCAdawT6eSDLqwt+8au7LvGt1AOTWmbZTIbY4gzh7DK1UIRM5xBV04J19ljWp2RZMDRJdOYS1fMfUlhdJnrwoZvqAJtt7pc2Q9VHltuvTVU9oz45wnTpQ2S55TtN50guyy2vU+9lP9ZIx5j56dDp5q2f1UOnF9VMb8pvrMj2VWPPL6BCp3nl13+6+eEnbqy+836pw3SaZfJcacmQ5WkWULFnFkh3ikqlhdmZDsbHZ3j7rU4cZ+/7n4fDHv/s9wp0dTl861spLpwPk05vmgCMAUV57826fNg1iIfB+JVz3ClpZ3oBzKsjGMUEbjJD7EAeM+Tec90LgMp0C7gmRu/OmKDU3HUAFts6ac/enpN22KibH6ueXjSxEFnPSeRUgXujlH47yJkB/n3XGGHH5vOzU03P7wiP8GDwixiYXLZfpfV+8kD/RUYxT/LaOaxahXxLO/nWzrqNWrMB3YBlUR2ZJDx1isDq7euN7WMfdxt788t7mzh/fpBIpMbY+NJHXZSmCAY9/unv5hkYcPj2f6gvju4nOIbBya4B+uamiZf8RQ23A9MLMFB9Goox3L7reAPXMUMfTbSSUwxQm4tDRwYjsjNBwkghR7yYZ77t9k1CoY0Fkt6uV7PWFY53oAZ7r1EF/qRrlIIZ4OtXTtJi39q5OmIlOdL6HFWvwJna91lxL9+bgu7j9uE6GDOXMc++j+E65PrHyae7dpQby6hVcOJ6H6l97GMvYE8wSIZhaClB0Gtk+Dlxz852sraW4PDheaYudgON99VlQ5bUm/yty5IsnYt1mhSwSXP6ZXxub2/Hslye+/IqfX0OL7wwhucNcOhQ/e+SUlcObVLbSDq5SVpXJ/cv665z2pP1lW0jy64c2qRjWzabZa61g2IwzMSZ42QyGd8s55LKVWWU5q2e7l6i8xNYXoLQwXnMVBWIaa/3k/NXv5tR034Oyw2aHtfCGAGP8GAOI3izM7tOY0i2bdfyPLNdfTiuq6VvLR9FT1W2iB2hapXIFda0KXcqRr2Oll311RTRpYeR8NMZU5S1NCHoUtD4mQtqtRp5TP7PaDvTZpivT5+hfPpD1HJHmtVkOz7Z83XAo9o7RV+gA+jQmtVgU7fET3dGBzmGpKlEzQP5DpG0vTRlqTJIJ28/c5wu4EHXjn4OorL/1NiTrgJ+pj2d07KfJpIqj9Ro0zkMy4CLa9euARCrlmjLLRPGZcUMcc0NYt9YaGjHdp9MA6oeRqWEYddwEyltahzYfBf66VypOvhltJf10WkayfLqHOqVbhs0T7/jB1WGZs7AoNdq8gu00TmHy2+Dri/lPJHvFvUdkW0k+103dmW55HVyTqh2lG0r+0d3X3kvXTqTrQE1CnLOqG+wX0CM7D9dqjGJnysGCQwuXhimra1IT8/2w7PvJUzT5Yu/fJn+/hw/e3GUS1N7Q8top5hLd4Ln0bZuVrpdhNZ6CJRTlNuvYKZKzS+4i6ismlSXQ8RHyxjB22OwOlfmqYSjZBO3tzOOWAkqrn+SW3sPM0hzRoD/OdbFZTPMr18/x2SuuZmxO3qA9tAwV0rv4Ab2w/j3HFwX6+JJAideZ2h1lsHMDXpzi3gGXAy2MB1MYBs7/4yY+fr72b3NebKPfdwL/JwtkODatV7K5QAPPnSj+cn3GKbp8YVfusLwcJaXXxrmwoWPNp/bnWC+tZN0fo1g9fZTroSIE1rrpxZbwW7ZA2ZRt77LC8Ru4T/RBF3Ldb+luY6+JmfqETBC2K7/QqGmkoh6e0cw0fXgx26Q/ynWTdEw+ZelBR7KNu9PywjyUPpZ8vYys5W7p6G1j9uHeeMqZi6D19pOORDCNi2WY62cD6YomLcvxGUV1nCDYbzQ3vWj28c+9oSJzbIs30zsfukwFKS5RtHfly8PcOjQFbq7TbJZfWSTovqapdCA5pogOlpXHguFQhiGx3NfnmNsLMf7701Sqz3K+Hq6Y53Ev/wt6WqVemPruToNDT+Tki6CT2dWk79l1Mr07Cxzn22j7+LpjVQisp9kO0vzYFdXV0Md4msHMEoQP5AjEerQmhZkWf1MKbos2DqNGh0tLRFqdcDwKK+YuF16E6o01+iiToLLC7SuLHD8gY8x+OHr9Kw7a+vKrjOFVexSnUWqVBrGkBqP1fU6XsWiX1yn01ySdfYzt+qiWfx0XhTFL9v5Ys3jb9oHmA5HGcqv8qXps1Atc2m6LgQpU/nI62KxGA8kPkc0kOSS8VPa2tMNJgI5J3T95mfGVZD0vDRv6DSP/PpXZ0qUpodm6YL8XAUU/Mz/uvQSss/kO0+iWZZymVZBmY/kMWl+zGQyxOwKQ8UV5jyLK0s5YbKoNNRdmWj8tMWkOcY0TfA8zHyWWksr1Wq1odyyzXRmKelWoNpGZ6rZely9x/xcH2QZdG4F2ohTcQ8/1wZVBj/TerMoKr9UL7qoPL/3m+6bpIvmk+YxvzQrqi/lu0uay3XXybbTjRt5ju6dB5tjy+8dL8eKuoef6Va+k/xSlyjsiQXSbmPq4iCTk1f50nOvUqkEKZXClMshisUg5VKIUilEvhCgXAqSzZqUSkFqtbtJpnl88ZfnOHQox4kTB7l4cYi2+9OyBkC+rRMnGKJ1vnmqCD8YrkWk1IXZVsAI3T5js5swLAi01LAzIcyu27wH8IlXfshLz/wK33/4KX71+Mt0FLZv7q25JVqCHb5/H716gZnJR/iT9mHGvTW6+eiYpDXT4g97Rgh5Lt9YusrI9UvbVugajh6jJzLJpcKblFr0iuH7+AjgeVh2jVS1SGclR9EzuOrtrmS7VSlhuA52bF9Nex8fLZo5KuyJBZJhGA2rQbly1CmjypWnSmoKm7v0ubkk58+laEnOYpo5QqESiXiJdGuWULiMqcmAbtsWuVyYS1OdXLjQzfLyzWzTdvQc1O5uc6Xs8eznbjA8nOXcuUN47rMcPNhYB7malw6J6hk6HaWby18vg2wvP22cZs6NOsVcuXNejteZOvf61Y1dh5/ujEweOTg4CNSdL81sK4ZnEekrYWn0TlQ9/dhEWTe1g5HHdAkh/XRpGvqiwyZ3OUjQBeVaIcej1BpRuw95vWVZxO0qn37lh/zsmV/hew9/gl99/2fEc/XduZ+z7YbabcgjZEVJp9MNTI7c6f/a+Xf508nH+Ndmkv+6OE8cz1f5VpVN54wNNzvfbz1WqVTwWH+RrLe/qveP+8axDYPfePtFUuUCZ2c38yEqNkL2mSpjR2CMsdgTZLhCKTG9oYUly70dx1vdMV3iYj/mUc0V+Sw/pk0XIOLHUin49bVqf7ljl9BpmelYX2gce6psckfvpxujNI2U47XpeQTXlhkIGSSsel3KjssHJY+8W29/yfDJ+aVz8pWQbFKhUCBVqpfPW12iVK1RS6Y3ot9kO6p+80uiqnOGl32m0xvy+7uc1+q47GvZl7LNm+lf6dhtv4AkBdnXfs7/6rl+9ZHlVe0nyyXHnhojfrpCuvfudhS81f38mB7dcfks2SeqPvIb4TdvdYymnBPqvVppHSF78LPw/PP4YU8skO4GcrlecrlejYe9RzBYxbTyhMNlAoEikUiFSLhComWZYx+/yqMfu8aFC62c/LCd+Xn9gqQZQqEaPb1ZxsaWGR5e5uKFg1y8MEF/f/Nr9zpq0XqbBEpFbtet1ijG8UwHM7G3HHOtmAeeAbYFd8BsxUt5vnziFf7uY5/he488zZfffoF4pbkTuu1VsIwgBnpKHiBdKfFrlz7grw4e5Q8jHfyX5burJfNiez+vpXt5cuUGT63MYgK5QIj32/qYnJsmVd6+zEOL1c3B6GcosMis8d5eEoX/xYTn0eZW6LVLBKIma47H2ZLLXLFM3vF8hfvuBPlQlIhbI1YuEC/nsXPLlFvSVBI7Tw69j33sFNVEL7nRZ6i2jWGWb63g93O7QPKHQa0WplY0yeeSjSHea2u0thaZmJxjfHyeQ4dWWVyIcuJEmnPn9HZ/hWDQoa+/yMjIIv39OTo6ShgG2LbJhQsTnD93iJ+Xr4EdrduhA+UswHyIAAAgAElEQVTS7S+QKjG8SHEnsin3BFawvlPxbOuOTX+txTxfOvEq3/3Yp/jh0U/z3Ds/JdzEqb3mrYfkGrfWxRrMZ/ityirfirTxgRXl2TsqqT9yVpBX071EHYeXOgZ4K93DEwvXyISieAYcvXZu2/dqC4wwEf0sFTfPdOB1PGPvOJr/IsKwa4zXciQ8m7wR4HSuQna9S8rO9qMkV40WpsxBvEiVB8unsZqYfR0rwEprN6uuQ7ycp6VcILF8g9jqPHbvCE66c0d6SvvYx3ZQDiaZaT/K6oFRjFqRlos/Inj1jVtesycWSJ7n+VJ2kp7VmYYkFLUmnZollShNJYpZutnpNs2F8/2cPpVjeHiOAwdn+PwXZvn0Z+a5eLGb8+d6yGZjtLREaG/P0Nm1Qk/3KqnWDKbp4bommdU2pqcnWVvrJZ/roK2tiwMH6s/Qaa/4JehTtKNsD106gM2y+zvBybrr0jHI35KeVfSrpCir4QhmtYpXLm2UUVKcUitGmkDV8XA4jOcEIVpr6jgt6+OntaSoWj9tKh2N7WdKMUP1updyVTy3bmrSJS72u9fWVAn91SJfOfM2f/fgE/z46Gf48vGXCTk3J8NUv7M5D2rQnupirbAZCSbngXKYP9R5nVhfktddi2Nbkh8rqDGyHRO2Mq3JYz9JdmMbBl879QY5x+HtkQf4We8YAAeuXWDp9ElUKWUqCjXOlVmmJ/AQQ8GPUzZXWUy8x9jA8E3llWNB1lfnfCz7X84DneaVHBeyf3TpGvzuq+qjS2q69Vx1X7/EmmoOy79LpkaXQNvvXAlVZ/ksaRqfFSbQuctTHHCLWK7L+7ky0yW7oZ3UvFWBFdDoHB4OR5h2U5yye5hzWwjgYFsWpVAbn7XO4pb0c0b1sWqDohHiRtAkYkboqeaJz1yiMD/DQiy9cZ00y+jMW379J6H6RNZRlzJEHpdzRpoUdalcdPNo6/MUZACCrJtuPMp+l9epsvkF4siy686V5nv1W5qv5BjTtY2fM7ysr3quX3oXWTc1x+VYkb91Tu5+pnd1XL23PeBa9AALfZ/EcG2C535M8NJLuHaF3C+ik/ZuwLYDTE0NMDXVT0tykUOTN5icvMGDD86yuhojmSxjWS6ua7C21sqlqQMsLXeQXevEdQO+WbTvdzhWgNzQGMEdOB433sDEu9EJtQAEd6ZUfS9grjNIuP4mrp2iP7vC45dO8vrBRzg5MM7Rq/6sS8XI4uHSYT/AZc7g3cKN0AIeKmX5MJaiViqwu660sBYI8WHXEA8uztBaKRIpl3nu5BtcDkS43D/K4Ysn0SdE2YSBwXDwSboCExQCN1iKfLDPHH3EMGsVJt0iLvDqSpE1e2f94XgGr9RGuOh0EDcqPBG6zmRwmculCC+7k3zoDvAQp3d0z7IV5EqklU6vRkdpjeHsPOVwgErq/pVC2cdHDxeDM/FHWGgbJpGZouf6T7lx+fy2r99fIDWFweJCksWFJO+8U+PAgXl6+zIsLnaxuNDG0lKaQODmlf3PI1zD5NTnv0qps5exv/vznV3sgbXWQXClF5wApNegY4W9lk/MVZsSc/c+4plInOPDk8TLRSbmrt3y3JpZYCHwAd32oxyIP82Fwsu3PP9waY23E22csSIccfROsreLl9r68IAnZhpzqXVmlujM1HmjWy2QWkN9PBT+AjEzzWztA6qJmZ8XK/N9C8OxSd64jAecN2Os2c03OlmzhYIZp+oFiFHlNSZZcpI8GpjlkcAswUD9nZc26uxCyrhNwVfDYC2coBCM0F1cJbZ4HdOuwsDA7d1vH7/QqBohjiceIxPsoH3uLTrm3tzx62dPLJAcx/HVnJA0nKL3tqY3UNCZP3SUOuijDyTro4sGCwQCFAqTXLxQN4vF4yAkPnzvJalRBT+NBl0KDb/s3BI6OlOnhyPrI9tWmu5k+gEVjVSt1bjw7K+wPHyAkZ/8Rzoun4dAYEMXQz5LajUlEglC1VYSuQMEFxPY4SxO3yxepAQ1MEs3R1vIuvtFfOiy0/sltlX1lX+X9Lqsez7jAHFK1RwOdTOP7B/ZjoqS1vUZ1E2K2UCIvxs9AqbJN6dOEDM80JhIVNkSiQQuK+QLVxngYQhXWfLON5j5lPbUpUuXCBgmofQAPys5JGevbDx36339Iq5kO0oTTSYU4b1UJ5MzlzBXlsizqZ0zM7Mp7yDnrWrnsBXjoe7PMxA/jG2UmAu/QyWxsBHFCI0RUToNFF3bQPOoIFUenXkMGvtdpyUj+0+eq8om7+sXUarg5wqgniGfK+ugiwqSz9WZy0HfNtLsefr0aSYCDobp8fLCGkuVpYa2keldhoaGAGhra+dbmQmKItQ/gMtX0nNMREtAeqMMC5UwODAYLBC1WljzIqx4cTKxBDkvzGOhGQLFuslPpp3RpXS5hsexRJhQZrnh71JTSdVXNye3Qneun2aceh/I/vFzXdChmblOtrkuYk2W0c/FQKeP5Tc2dSZsCXWdfC/Ib6n8Tqgy+EVo6lwXmkWhgl7HT85FnfnYb52wuLhIIZDkRPKT2FaMvqs/xLn0JptxwJtoFoSwJxZI+9j7uPrkMyw88AhDb75I14fvbvu6WGGQlsI4jlmi0HEeO7pCOLJ3E/N663pYnqn/WO8ERSvAn40cpmwF+ObF92mvFNnu3joXm8IumvQbR6l6ebLod/qW5zK8PMf59h6ygRDJJolhtwMP+HcPPoVrmDx6+eyOru1vmeSJ/l8naIW5lHsbs2cFz9gbOle/6EgZHt2WxzXbYKmyvfG95EQoekGejM7TFXFYrIUZjxToCt38oZt1koDHT6tjZLwo7nqiBgsXDwjXHI6yXc0rg0IgRKJSoVKrQHDvvjP2sbewHO7lTOuT4FQZvvgdoqUFmic90mN/gbSPpjh/4CGuH3mS3g/fYfCdV9iu51DaGaelME45vMBa8iyR6K2TqO4FuNX6rsc178w/qmoF+Ivhh1gLhvnm1VP0lJp562yBAVfd1zlofo5h8xOsmPMUXX1ixQdnL3O5s48/OnCUTy9e4wtO8RYiAbfGdDjOXz34AI5KSlndvtmuJdTOUwO/Qa66zOnln5C3l5nsnbzNkuxjtzEScCh7MO1sXxT3aq3Ofh8Kr5KOBBiPKPbqZibbMjwi2EQNm15jjjajQJtZpC3o8Hp1kAt2Ow8RIMz2FmelQAgqYOZzuOn9BdI+bg0POG8McjI9TsJepefCfyRY274EiQ57YoHkeV6DzH2zqAQdhbn1uIKkXP1obAU/uk3RnPJeOtOEfIa8l6Q2FRUoKUGdABhsRo3Iv0s6U0aWKcrTL+KtWRoCeV9pYjuV6uT0kSdJnf2Arh/8NQXP00ZWyGi14eFhrEwHoaUhvGSW8OASXUbHBm3rZxa9KSXBlmN+ESiq/f36Wmd6kNdLEUZ7pQ8jXCJX0OtjyGeosm1NFWObJj956AnmIwl+a36KQ9jUtmmOkdR4ui3FivsBvfmnOZB8iqveq8CmSeLixYsb536tWOD1yUf5Sc8YH1YKfGX+CkPl/Ma88hOcU22yYlj8eXqA0209RMolHj37PgeuXWR2ftMUosx8MsJM0fIGJp8e/SYYHqcLPyTd20KaWMO48DNN6EzJEjpztxzPuigaP5FUWQbVb3Iu+5nFlEnQ7+86s4gcg7oUJjozMehNEvJ6v3ZSZZPjWc3lkF1l0IQzRZt8pboxjmWU2ujo6MZvr32UN3KtXC1F6Q1X6W9vDDrRRQl+pW0BqEdY1s02BhAnGAzyVLXG2TmT2WA/DwYWfF0MJOZyBQYNMAtZ3HRdcFaagdQ41EUQgr/pW8Gv/XWikhKy/XVmJJ3grZ8pTL6jdeKPuohG+Vse8xOLVXWT5ZJmeHVczmv5XpZzTfdcnWsEbLaJ7npo/H4pyP7ViatKc6t0O8jlckx3PMZ86wFaVi/Qe+0n5DKbbKWcn9K8n06nOXnSPw/knlgg7WNvohIMcf7pXyI1d53h7/4lxjYzyFtr7YSWhnDiGczB2fvGMdfzwCjF8FIZ7iSDx48njjKbbOcbi1c4VLrNaL91uGaVfGiaVHmEEHGq6HdEyXKBXzrxKlc7+3jrgWP8P0MPcTi7xC95ZUZtPQvkAdfMIG9aMX4ajONEPJ6au8LQ8TcIrksRFLVX3ozDHc+QDHZxIvM9Km4B2E8jsZeQLOdxPI/Z6q0HtufBSQb5cLGPuGnzWKrAsdSd7cIBOkM1WgM1brhJHmSh+QXrqGAQKW93FO7jFxVLLePMtx6mK3Oa9NXnd+2TsycWSFsdj+UqUyc9L3cJ8rdaQctr/DQa1HG/1a/caSqHa7/kk/K+6tl+K391XGofSQbCz3FT9yxdcki/1By61ChyxyD1UpQz7rnHPo0dDNHzvb+ikt9c7cvdiVqNK6fOYL6T0OIwVmuJ2EQWw9ysm07CX0LnDOjHfOjYQD8HwGbJCzeeUYpguBYlc4XcmtB9EuWS7ajrS9o7udTRyyfmr/K0WYP1vlU7IPlcubNS9ZFto8aCHVrAq4zQZRxizjyxcZ3cQSmmKL22xj9xKrzRO8rxzgFOWgF6K0U+UVjhY8VVgp7HRc/kdKKN04k2VqMRDM9jYmWOg+++SqKU3+j/rW2qdpoDIqooHA7TQi/j1lPkw9N0jIXp4NDGmJa7Vj+dI11KHT9WQM0v3e5S3tcvJYVsc8ki6s7VvWf8tLZ0rIJfmg81nnT1An0aCMkqyDrI+6r6SMdstePuc4tkXAMrFMZic95Kx/m+vj7ez7fwYaaDR1sr/EpvkbAFcGvTuC45r4Tqk/5giQulBJVKo5+cX7LZnlCAmF3G6+jeGEe674FEMwZJ9w3Yely9J/ysALJ/dNpFEmpc6PSOttZBjQv5LPlt0AUQyGPy26GzJMhzZRJxVU85V6UztLQo6IIgZECSHI86x2vJAMlnqHbSJQ2GzfrK75TSg6vEOpl98ClCq1cwPvgORU2KGqnhJdNfNZPj2RMLpH3sPRQTSa498ChtJ98lujS/Lediww4RXR3FTJYJTyxu5DK7b5BtwcPDjtw+6zMdr0/EyewStO4Oi+JaVbJM08ooC15zfZmQ6/DpmYs8eeMyVwZGeSvZxV+3DfC91l4irkMmEML0XEaLWY7NTHEgs0jMrjK7Az8pA5O42UHa6KPTOETJy7AWu3An1dzHXULEc4jiMtvEV77gmPxsrY3RSJGv9Vcwd5n57QuVOFVKktuGtIcB9NpFSoZFpLN3dwuyj58bOFaYhYNfxbRLpE5/Z9tWju1if4G0Dy0uHn0aw/PoeeXH274mkqnvRsPjy/ff4sgFVtLY0VU86/YdtKfjKUKOTVcpv2sLJIBl4zyt3jBpRpljpvkF1BdKj2eXeCy7xI1EK28k2qkYJs8sTTORXyXmOg2+f80QNlroDh0kFegjYXZgGvXXR8lb5Yr7Gskm6VH2cY/hebR7NYa8Mjaw1GSBdLqYwPZMnkmtYBo++iV3gKRVZ2bKTRgpgOGwSRiXqUALY/fdy2Qf9wIesDj+HHaohbbj38K6Q4dsHfbMAskv7YXO2VZSn35ZhxX8ZNsVleenOaGj+P3SU+job11GZ1le+SxdehHYpCv9HDh1tLCfPozuXElXSm2b6+EYc+OH6H3zZ1RvzFLd8lyd+TFGG8FiJ07bPBU3j45yUvXwM2NIqPJKytav/RX8tDnUcT/TrOM4GGspLCdALniNSrHYQAUr3SFo7CuZOkVhOp5isJglaFlaOt+P4tehYSwYa+S9Bdq9AwSsN/FwfSnx69evb/xWfVyr1Xhw/VilUuHS+m9p6lJl09H2HcZB+sxHMTCpBfIUA7NUgxmMeAnPsummtTFlSxOTlJyLukzekvqWJkxVZ7+gDvVcv3Qqsv+U+UL2n07XCTYd8v10xiTUmJX3kuNY58QtoXO29TPxSEdX5Zy9vLyM6bl0lzKMemUyrsG5mkne3qyPMjmYqV4u2Smm7SQLazG6wzZDPhFj8p2oq7scj1oz4forZK3s4Ij22OrUHMRj3KxQCscItXX7pmJSY0i+m3R/h81xKNtWtr/uveqnmSTfmzoNIT+tOgU/5/BmLgjyvmo8yrGr0wPzK48uHZFsOzleZdvozKjS1K8zp8mySMj+UWNXZ1aTkAEI8x1HKaXHiZ/5e4zlKxvR1aoM0qzW3d298VumIvMzjSrsmQXSPvYGPGD6U18kUCzQ984rbItf8MBa7MOzajjtCwS3sUP8KGBnQ1Snk3iugaeScXoGlutCLYgXrFAJ3q5iBpSDIZYicR5eW2x+8m1g2TjPsPc0XaGDzFe3nyT2ThD6/9l77yDLrvu+83PDy7FzmpxnMIMMEiRAgiQoEqRE0qRMWZK5a8n2SvTaW/IGe1WO67TW2mtVSSV7LblWyV7LlF1MkkiKYgABIggggAEmYnLonF73e/3yDfvH69P9655z5k3onukB+luFmot+9557zu+Ee84vfH+k2Wa/h7TVR9meYDLyJvHM8rIRcza1RhsRHfUFMs0aFz2bYd/CFCnxtcoe6qFLt13hya4KD+fWlo1doRlaHKu3TxtiEbLHbmIDc9nutvdv4t2JcnYH1V0fIjp6lNjwq+v2ns0N0iZWYHJwO6WtO9n+vT/GaZN5XiETDmJX03h9V9c0Rcdawq+4VE91YzkBdsJbzAcWggWh70G0QZgvaDVfN4qJfA8AWyu3F7lmwgLjVJhhV+J9FJpXqXJtmOxaotfez5D9MBBwJXiZemxy8Tt7LTP8JjYW1HboepsjAJuQ/ZEZnkoMM9gzaLzvdjDtxfmzhSEKQZw9zYv0B1NGI/Fuq0neCjgXuMTcjXnQ2sTdg+cmKHUfptD/KM7CJOlTf7SuQdIbYoMUhuEKVZeJ40THTyHNPUo1KlXquigBoG2maKmKVe+TdZF1bKdelfVVKlGp/pPmBB3vk8lMoYvEMkVc6ThZpBlJmSxOP3WYSGGa9J8/RyUItCpI2XbXjtDjHSaM1bA653Esx5jpWZcSxCTTdmpu3biQ8lgRydiwqZzqwrJD0vfPYMf9FXKWUT8qMkLKRqp6Zd1Xp8i40tWHG/j0l+cJwnCFmUHBpF7XvUuXhX4mOMZg+Unuy32UU7VvX1MXYEUUmjJfmNIBSDm1xqZFX3Qf/d5DAFTdKWYTJ8Cu05vrFfe1oIuOlO/T8bysvleVIdsgTX8SOnOcLkJM9p9sr5x36h2m8SjrqFT0KyIWBXRcPqb0FOp90rRkMjsrOUozhilNjmrP/Pw8cZp0AV6tvkTLKN+hzItdUZ9imCafz6+ory6VhcmEreuThYUFppoxTtbyHK8OEqXJU7yFP3GCAnrzyZ6YTY8dMB3L4MczSxxakgtNxyFk4uzR8W7pUs2sbo/OdGcy9at3mMa2WrNMGe11UaKyjaboN/Ve+bw0O8v2KPnJNujWdVPqFV10nFonYeUYlPJVrgmyDTIqT85RtWbpzHEhUEn0sdD/EJVdB8B2iRYukjvzJ7iuxeooSzUGTLyGcr2X30sdNsQGaRMbA140xnz/Vrpf+j5WG/8YhWiYJhqmCHLjG5LvyK+4lE90EjZtUkdam6P1QMONcHFwJ4fnpnDXOJJCwrMrjIVH2WI/Sq+zn0l/bUxtLnF62UeXtZuo11pQK9Y008nXN2S/buL6iC4SeVkWrS+MBg1cyv7aJtcOQ3hjPs6LhR1Me3EcArYxxYOcJ4Zn1BxtjVrsjNvMRZPMxDY1lPcypsM04+SJuR45r3DLy0do2ZS676PU9xCNVC+WVyM5+jrJsdeIVG40Zc3tYXODtIklFLbsANsmc/7G82/VrSJVa5b4TDdhxyw4G8fE1pyNUXm7A8sOSR2exs3cfn41Ey4M7cR3XR6eGV23dyjMcI5sOMjWyKMUgzFq4a2b9FJWNz32fjrsbdiWQykcZ8o9TtmeACskbrUPyd7ExkKcgD48pnBphvoxH2DxinuYec/lp3on1uzdl6sRvj6eodut8VR6nH2xIsXp8es+4wD74jZTzYDZbG5xV7eJexHzYYLvh/fRxIXcdiJBg67mJF3NSbqbkzdsnK9lhpje8WM0k91Ey5N0nPsmyamTBI3b8IG4BWyYDZJJ7a8jb9QR7MGyusxEmKUzb7RL8yEhVZTyOZ1ZzWTSUHUzEYBJ9azy2DdRwEuVqrpHlmVK06HUmPJdsViM+R37cOs1chOjWBpzmK49lWqFq7zC3vDjWBN9BAOjbcn2pOrbRBKnU9tLOejKVarpoG5TvZClPhnDSXkkD7Y0R1J2MhriypUrS9cqAmxF+hFDROJSVGUiwdkd++kpzrLL8mGxj3VZ4k1pY1RZpvQUqyN1psJjJOsfYnf0A5z2/lQ7xmBlqgM7iBL1c7iNNPEgTyzI4xDFp0nRvULRvUTTLhOLxUjSKkOOIXVtihw1Ee8pmOat6hepqteRP8p3yEgiSWSnnpPPm9LzKJOGnPfS7KUzz8s6StlImas6miI/1ftM80RHMGlKcXLNnAlDtgVVfAvON8IVdZBrzpnEISb9Lj4zWOZwZwyIaYkR5RjURaadrqR4qZjHtULcsMFCECVmeXyw/gpOPWCOleYYtfbIsbK9M4cdVpmNJunu6Vn6u1qDTaYSVYasV7vIUFPEW7v0LhKy33V9rTMfmqKedaSRJrOarK8aD3I8myg7dKZ8XV+aSHnl/FBtk32q5l/DivJy5gNgNTk88S3q0RxziUFmEoOMx1rkssnGLPnqKPnqKMHEJNaiplOVWw0cSruepjrwIHZ1juyb/4Xo9Glcx8FfJRspD7m26Noro7RlO02RqAobZoO0ibuLEJjesoOu0ctY4c1pgarMEXbMYBW6IF+4a1km/KpDfTRBbSwBoUVyZ5nktipNw8dlrTCa72EuleVDp34EejLhNYdv1bjiv8Iu9wNsc95DOZjBwsa2bKJhDAsbK7SJ1GO4YZy434EbthaUkJCGVaTsjFFzCiw4Y4TW+spo4yAkbnkk7CY5t0LSauA6US76vbwTbInJaom8DWebNk1De2bTO7ng93PQmeCxzlt3hD5fTfCN2R463SZJx6fSdLAIeSQ2iePd+BqSCX0CoIzDZtzavQkfm6OZ99JwEhwa+1NSjVky3hzdlcu4kQhlN89sfICZaB9j2UOM5g5j93yIVOkqqdIVHP9tqrkdFLZ9kNCJkbryAonzz2IFt5c0/HaxITZIYRgaNQkSOscy3clK7njbJb41cWHI59SO1HSS0Tlsm5y4VVkmXhN5+tDxSMgdbzvNlY77CJbbJk/I9b4h6sk0/RPDK+SnTkumtCXqhDufOE9uPoM1PITTM4sVCVe0F5ZP0SYuEp3j7er+C8NlDXwYgFdyqc3a+HNx/Pk4WCFuZ5XYtiJ2wqPeXJaf5DO6cOHC0vXY2HJCVqWZkKdHefqXHBqDg4MEWLyx8wBxr8mDtRKJ7PIJWJ7YVRnSyVeXwFSeAnWOzCDSG8QrLFRG6GEvPc7epd+Vz0lIAF5I6HgEqQrN2AxBvEwQq4IdEAH8Wo0OWid1JXP5Ll2qENOc0mmITEmQ5b26pJYmJ2w1V1YnLrYJ2R4vcR/D9MSaxJN1Mm5AOuKTjYSkXZ90xCft+jiafcOZRi9/MP8oE83lRJZy7Conadl/UpMg5aRgCphQ80vK0cT/ouN+k+vFCjnMFRiszjLnh1ypede8N5PJUHYyXO58kj6nzBPJcRxnOUGtnPc6Oat+8EJ4djLBG40+uuwqT9RfJ1r3VgQHjBn4ZZRMBwZa7NhWGNIVVvCIM9C3ZUUSVXWvbt2G5TGmcy6HlY7t6l7Zp6YkuUpmusTGq6HTFrVLjaMLvgC9Flmn+YdlmejeL98rnzO1Xf0u5SjHm3SmVpojqbmaLRS42PcU85Eudox8h0hplDpCox8EROoT9JUniM/P49tRKpktzCUGqXTsopTfDVs/DEB07grZs98gUpkmIADDXgBWzgPdOiXraNIGmoIuFDbEBmkTdx+Tg61car2jV24teNz2Weg6Q2bqPqpvd5E4NL3mbNpe2WH+1dYGxYoEhM3lEGY70SS6dZ5IXxk7ur5+UM14grltuxk+9ADjfUM0onHeO36JyE1q3tYCs4njzMfP0dILBYRWQCIZR1EYqEVPl7fq3kbIUKTEwcQ0+7smOJSaJeO2PhpV36bUtCk1HRY8m5mGy+VyjJLnEMayVHyXcuDiuWkqQYStyQafybzFP+j+Jt+pHOQb5SMtH4p7CWHIlnprQ3CyqvfK9iyH4/n3YePx0cSlm0olEoZwqRrnUi3O8XKaSuCwJzLLB+IjLMzdgm9fGNLp1+n1qkQJKOZ62j+ziQ2J0c6HmM3sYmj6R+RLF9ve7wQNMvMXsEePEQJeootG126cRhln9M0Npce9x1aBTawXJge3k52dIl6r3DK7jh8rUek8R2p2H7XzHcT3FNo/dIMIQyifbe327ZhPpLOBHQlwMh5hYn03RSHQHNxKdf9hZu9/hFLfENg2sXqVwfFhjnhV9s2tDzlkW1gtc9vKv61fFN3dQ0i3s8DO9FUOxqc4EJsi77ZOwRONOK+Uejm+0MnzwzDTiK44XcqTs2TUVRqgi1aC12tb+VzmKB9PneTR+GX+sPQop8Nl7cpGR3R6jFjQZDiaoRpe64sSAm9nHqHiZHhg7nlS+Wt9LK+HF2ZifGuqA4uQXYkqB61RBt2bT+3gEtKJz5bGHNEwoGI5LHRtoR5f+9Qmm1h/DEeGGMs+SPf8GfrnjnGzhnoLiFRnSIy3xuz60JTeOjbEBsmyrBVcQFJtqFPhS/W7NDnpnNwk5ClaOXhJ1ZxJtakW2BXcOgbn1Ov9DZYdTnU0+LBSLahUm/JeqQa9lsPGbLKSKlUlM6VGrTkuhe5+Dp0/fo3KUamAZb0krjVfTbGzIwNTAxS8IsmdC0smMfU+E5+KzolemSGqwzG8uSjRbQUig6WV/C9zLZlKZ15pvtBlOZdOe1IVr8abatGnUngAACAASURBVLefSDL9N/4uld6WSaBzboYj544zNDnCIx0ZLHVvR8s0IM0uOvV5u6zfUrUtM26r7OuwLHOT876OC0bOLylnqbZX460d75bJyVTHoyLnsvxdZzqQ/aB+P5Sa52MdIzyUK9IXb82D6XqEV2cyvDHXz9H5DFeKy/NAmUjluiHNojqupkqlQgX49+X7+V58iJ/rfpO/kf8Bb9bP84elRykEqaV2SHOD7F/dOiLnp5SjaqfJBB5qaCJ0PD2qrGi9Snp6lKnA5nK5tqJ/ehadnkeSe5hMbONhd5j7BxIrTFkKck6pd5TLZfwQXpjK0GcV+Wj0LJEwYHRklEuL9yqzsOxfJRs7DBlKxYg1asSaVaJ26x4vmqDUNYCXzBCPx5fS1+pSb0iZS8dcuRaufgZWylzNP12KDVhpalHO4TJQR75Xt16Y0hjpvlkm5/x25rh2QRByvOlSbMm/mRzBFWSQinRNkG4fVSfNscwRcrVx9sy/hh2N4mucnk1O9FKmqi/k+rfajH69snT8SbIskylN59AtsSE2SJu4uzjTPUho22wZu7om5XmdY1helEhhAN+Zx9k2fVuRu82iQ+lMEidfxR1YX/ZoidBxmPrCF2l09rDjO1+n4/wp7tsytPS71XGXvNHf8Qh5ODvL5/uvcDhTpOQ5vD6X5UvDA7xWSHO12iK0XMb1yd5uBmdqXfzD4Q/x8dx5Ptv5Nv+o64/4RvkIP+K9BKwtZ9BawAp8Ogpj+I7LeWFylmjYMc5nH2CLPccRZ+zaQgwIQwhCOFNJUPJdHotMELFuXFPrhAF7vQUS8/MElkU9EqeUy9OIJ7Ez+c1w/nsYIXAu9zB2GLB35kVsNg69y1pic4P0LkcIHO/bRsf8DJ3za0S+ZUGz9zKh0yQy3U/YiODuas+1EoZQnYLAAzcHTrR1PX8sjR0NiO2euWNragjMfO4L1HfvZ9c3/xvdp9+6My9+F8Mi5PHcFH+x7zK7kwtMNaL81pXdfG04Rz24ls1+veBj8435vRwP9/L5zGt8Nn2U9weX+ar3FAsbLM4qPzeJ43tM9WzFH9XPsYnEdkLL4RH36g3Pn/mmxe9fTDJaXdY8brHnrvPEKoQhO/0KMQKm8v1UY0mwrGVqhc3N0T2N6fgWCvEBds+/TtS/s9xEdxIbZoNkSh/STvWs4xDSRaAB9Pb2Ll3rFlqp8pOmElWeLpoGVqoo1ftM1PO6lCBSPShVmzq6f1MaFZ0Trkklq65t22Y8lWM6leUDZ46SWzTD6Dg7ZH11ZhOpdl5qgztHd28Dd3Ir9ZP9zFvz2AlvRb2WaP0XXGoXszRmVX852MkmQZiEqo2zd5ipwvIHQKp9ddw3sj6qr6SZ0JRhWkWr+J/6POVH3s/WP3+WD1hNOHgQgO3bty/dq0xgJs4QnYlF9oOOf8eUdkY39k3mOl32bali1nEQyb+bIkrVGJPlm6KvdH2iS/UDUC7N8ZHuGX5q7wjbU3WuVmL8y5Nb+PZ4Hi+0qdWujd6R411XX/m7KRJIPSdlLts72Yjzb2ee4P7YCD/bcZS/Hvka/67Sy7yVu6Y9uhQxso0mXibde3UpLnQmY7taJlUtMRVLM1v3luZqd/fyJu7AgYMcm9lOv13l0b1C+6kx56h5MlW3+e0LSeqBxZ7mRc5FdtLhz3HyxHFte9V71bptEXIgEpDwPOY6+8lv34My6Kk1Vs4NE9eSLru9jPJUY9sU1Seh+7uO6w6Wx44psEF+n9Q9pjRIq+u6+lq3tuvm+mqo95k49KRMlSneFBWr1jzZBmm+l3OmVqvRxOV87iHSzQJDlfNLnHmgN9fJck2mSF1aGJ1Li24ewMr1Xt07OLicW1Ca2XVpf0zYMBukTdwdHOvdgut77J0cXpfy/dwMYaROZGwn5aN9RIdKJPf5WIvrQlC3qV5KUx+PY0VCMvvKuBmfyjT4xShBMYI9OI2VroGeB23NUXrovUy/7yN0n36LLa88B3v3tn9oEzeNqOXz4Y5RPrXnAv3xBucXEvzTkzv4wVQHDW/j8DK9VR+CSpq/lf4W+XB+aYN0txGZmyYAClGzg/N4M86sH+Pp5AQ3QtJ1teLw+5fTWGHAT3WPULpylvu8swDGNCESLiF7qZGotiLTqqk8m+7X7yycje2lYSe4r/AilimPzTsEmxukdzHqjsPbXQPsnxkj6q9fGo4guUB9+ynSpd00hrNMz/hk9lfxSg4LF2MQWsS3VMjsbmAv8icFidbJ2ZS0dD0QAoUPf4K5H/s02asX2fPd9c0U/U5GxqqSsWtEYyXSdoO0UycZVsk4DTJOg5RVZXt8gbzb4EQxzW9c3MELkyk2KlljOVh0ot8ocTZBQKQ4S9GNE1yHT+NELYdLwN54Ceg03gdwtuTyn6+kyUQC/kJ+hLzr3UREa0gHHttp4BBS6Bqiltz00XunoWhnuRTdyUDlAtnmbPsHNgxCki1mOJwwwMe6IR+4DbFBsm17hdpLRyIHem98nfnKlA1Zl/phdT0UpOpTZ0aSddCV2y5LvS56aPU7dJ79pvrqzCMSMspGqXLP9mzBc1wenBlboW7WqTtlagddVmjZBhNRZyVdxO3KkS7uYe5oS63rpWZpdI5QjtQZPbdsPlTl6UjzYKX8dKlTdOZQU6bvVCpF4DhcfeYnmTv8MH1nj/P0+WM4O3cAsHXr1qV7JWGcGo8mNa38u3rO1D+6aBdTRI66V5d6QNZL3ivNECbTgW7s6kyzsixpEi4Wi1iE/LWet/hQz3L6Fomy71L0Isx7EY6X8nxrZpDjC3laG6NlFaGuf2G5j2UUlml+KOhMIrIsObbl79JU1XRbepBYUMEPW3KQbZf9ozNfSSj56sgjV0O39szOzpKql8kEPlNWfKk/lBlVmRaaoc2z9SxHcnUGezpWjBc1r9QB5FQ5yR9P5+hwavx4/BLj5y4wDoyOjl7zzOq6b+3I0dsskwnqNNwYU/lesv2DqBbp0iqZUsnIvlZjV2e6heU1Wq7VpvmlxoA0tcg1T9ZRyVN+I+S90v1C9Zuu3vK9JrOOrm1yPJtMaDq04zqTcjKZyRXkeq4IQEPgWOwhImGDQ95ZIovjyRT1qquP7vsG+pQtuu+m/J6bommVrGUU8N6OLF3zk6qShEDgRPDi137rJDbEBmkTdx4h8FbPFnorJforRWiTk2at4MXnqedP4ZQ6CCN1vNidi0oz1ynJxc9+gfK2Xex89Xm2v/EizpYtd7ta9yBCfq7nGB/KXeEb01s4Uc5T9KKUvAhFP0I5iOHTWsjaLfYbDZWw9dFKbBANUrZepmk7lCzzEn7J76QRWDzcoWeMVjhaSvOnsx30OxU+kbpEzG7vCJ+woNOFoYhFpj6Hj0Uh281Ccv2TzWbsJLuiA1SoM+uXKFMjeIebejYCRqxe5iOd3LfwGpHw7qYAuRlYQK40S8ONUkzlSbgOlu/jeA3c2vUtFDe0QbIs67eBnwAmwzA8vPi3TuBLwA7gEvBTYRgWrNYW79eATwIV4OfCMHz9euWvdkqTO2hdEjq5Y5WnbHVtckbTpb0wlaXjf9FpBFZf6zQ5coeuypKncNPpXu2W5U5Zl9JA3mviQVqdBmIskWYymeHjw2eIRiIr3qFLWilPy7pEhSZnXd3p0eTIrHOilm2QbdedhkwndtUe2f/KMXd2+27OP/VJaskU9//gGzxQLsCWLSt4h2S58rSryjPVSzf22jmnynFn4slR95qCBuTflRxNc0rWR6fd1HFLyd+X00uE/A9bL/B0bpwvjQzyn8Z3AlZLq2HRWml8fylQXqflMmmGpXxVO6RsZdvUvbIf5BjUaadNa4CUY6UZ0AwdYmGZZnCtHCTU2JLjXOekbeKikXXXpSXxKmUSzRrTkSS+f+1mRrVr3m+NuZOz0BWs/BAUCgXCEL49DCfdTvqDafaM/YALrAwikfXq6MizjQad+EQXNyR1J0K5q49GpoNkOoM6j0ttlSxDzXEpO6lVkOlK1HWtVsPC4lB2J5/pfx8P5vbhCLOiHwbMNuaZbswx6RWYqhcYqU1xqniRRtiShUptIjVIJg48JWs5F+X8kv2jc6iW/S7XEQW5PuoSzLZLoArL64msoxwjsm1qnMkxKMeeaoMMfLl6dZnyRfXZ2ewDxL0FukoXqHKtdmd13dUY0jlQr667Du2CFeQY032PVVBWl1fF9SrUth0gmc6tCMqYmJgAvmqsw41qkH4X+A3g98Xffhn4bhiGv2JZ1i8v/v//DnwC2Lv433uB/2fx301sIBztHCAS+Byam2x/8zsQ9XSWC0/+GDO7D5Kam+E93/pv5KfGQEQ6buJGEfJzWy7z2YFxvjw2wO9c3UYksjF9iW4dFpUwSoLrL+p3AnmvhgUU3Dj45pP8/fYwdiLPS8UcBc/lLyZrlD2bybrDlYU8o4045900W/0xHvFPUWjDg7yNBv14zOLQTGaoujGatkt3bv2oD9JOgg/3P8yHex+lP95FySvz7cmXeWXuJJloiu5ojk43R080T080z0O5/WQjLRNY3W/wVvEcr82dZsIq0biHtB4bDQtOhkKkm53FN+8px2wrDOn1qvipDEEq2/6BVbihDVIYhs9ZlrVj1Z8/A3xo8fr3gGdpbZA+A/x+2NqWvmxZVt6yrIEwDG+coWwT64q67XAi38fBuUniwcaJFroTCG2b6UefZOKDHwPLYvtL32Pf2WPYd4Bf552Knx28yk8NjvDHE3381uXtbFRH69tFJYyRWJ3W5S4g79Uo2xGatguYP/q2FfJM5yydbpNn5zr4F6eThKJvUrbHPv8S9/nn2/ZYv+3Tj884LleI0RHTJ29dK2yL9vHpre/jkdwBIrbL6eIlvjLyfd5cOIe36AMW8SKcrVy9RtMat6PsSg3xSP4AD+cP8FjHIZqhx7n6CFPNClfdGRrWvWXivdsYju/EDn0GKu1zrW0kdPs1IoTU+rbekun3dnyQ+tSmJwzDMcuy1NF7CJCUzMOLfzNukMIwXDHIdbxC8tpEN65Tw5nSWixlpjZwR+g4W6QqXzrq6ejRTQ6cSr2q401Z3R7d7xI6M4XJyVden+gaoOk4PDiz3CVS5lJFrEyR0klRlxZGlq+j4r+R9rRzWDRRx6txIc0uqx3Nm/Ekcw88xsihh6hl8wyMX+Xht14mXVkgM7TMD6NU8CbKezmeVJulmly2V8pEyU/KVseBIs2MctzIcpWcZL1MpmTVr7q0C7BS7a4cM6XTsnTW1PH7fK73Ml/YMsy3Jrr51dODhIus1jreJ5MDrY6rSZoAdI6bJhO3ziQloTNlmcwUUg4Ac1GLWLSyJH85D2QdVDt0Y0Vem8aVbhyv4LGyIHBcotHoivGi+kXOo7m5AvsoEE8UuFKPk7Nq5KwqzZmrRMImk5OTXGYlXEJ2JiKEFli5JDGvQa7RoBpP4XcOMmRZWkdik/lEXqu5IusoTTv1qTJf3PuTHMzupNys8q2rL/DdiVcZrrQ40KScFVabqkvA1PwMP5o4gYXF/ux2nhx4mIdz+znY2I5fD3ijfpbTkWUH9C3C51CZp0y8QLqxJftMF+Bj4u+R41z1nzQ/mhy21TiWc1HHfyahM6vBcv9I1wl5XQ8sRju20lW5gl8t4rNy7MpydUEQsu3tAkRM5m6dOVvOP2k67e3thTCkL5UgNXKeZipLICIqW2a1a9+hw3o4aeu2adfo5CzL+gXgF2BlAslNrD+Odg3RU12gr7bAghul5rh4sThVx6VuO3ixBFXHoWo7lHIhNcdlbnA/sUadx068ererf8MIgYW+ISbuf4yZfYcJXZfc6BX2vvgdDtZK71A9x53DZ/pG+evbh/neZCe/enbHYhDtOxcLfpRB6+6b2OpOlJh/c+lVtkVK9PrLG5FJg7kpQsh9rkfKW/y9ufwxL3QMrKsD9uHELn7ygQ9iY/E7F77On1x4jrrfMEb43QhCQk4XLzHKLP917Ds8tv0BHo8f5NH4fkb9MkXnncsCvVaYSu7AtyMMlM/e7aq0RYSQgeIE8WYDezYktGxq3YO3nCTodjZIE8p0ZlnWAKC2nMPAVnHfFmB09cNhGP4W8FsABw8evHeMmvc4ZmIJJhZ30//6yAeve2808Il5HnG/ieWVGesZ4FtPPMPO0TGS0+1Th9wNNJMpSkM7KG/dyfyWnVS7e7EbdXpPvM62M8dIF1qOn9amr9EtI+82+Ez/GH9pcJjnpzv4v87uJHgXbDfLQYSkpXfMvpOoORHSzeqam4UjhBx2PWKEXIzlqNgREtEICa+Ob9lYbViHb/m9lsun8u/n8cx9nF8Y5jfO/CGT9VnqN7kJbIcQGPGm+XblNQ7HdrK12cUJZ30Ict8pCIGx1F5SjVkyjRk2umEyTUCy2aQYS+F09eEn0oSue1c2SF8H/grwK4v/fk38/W9ZlvVfaDlnz7fzPwrDcIUa1pTtWBd1olMxmsx1JlW6QjsTgPSab5d1WKp9depmU3ZnHQeNSZ0pIxVU22W9dDJ1LJsPFMYIsYgHHonAJxF4ZGxr8donGQYkglbEkZLT+Pg4U8kMXz/wKKd/5hd45IVv0ze6rJw3RfRIVa5qWzt+GNmeFakuIlEqW3fgVis0+/ppxpN4iSR2Lk8lk6PQN0Q524oacbwmnTOT7Hv9h2y7fJaI12yZK5Itc5pU1UtznC6CxMRzpGSji7SElfJXKnqT2VMXDWgaj0pNLd9rilBR17rUA/K9sBy5Iuuw3FchBxIFfrxvnCc6ZojYId+b7OAfvdGHF1auKVfJUdZLmqV1UTay3qas6+rvMjpIF8Vm4sTSZTmXJg/ZZ/K5IAiYTDVJZGpLZkdZB10Gd1M0rc6EI6HjdZLymrZbZUW9utaFQNb70qVLy8+JCDH17qUIT0KORDxcH8ayvXQPbQNWzhPZP7oxoktBJH+HZZOt+nco1sMXBz7F1lQ/X7n8PX77xFeWfIx0kXSyLF16Hqlt0pl3R0ZafODnoyMMBFm+U2h9muQaoMozpbPRRbLKsSD7XRelpku1BPrx0M71xBTVbFpjFWT/KZOTNKsp020pMUAlmmf75A+pt4mCA31kWjuzmmyHyTSrZCbHoy41WNKvQ7OJ1ztEpn851Yhc56T7i+RT0+FGw/z/gJZDdrdlWcPAP6a1MfpDy7L+GnAF+Pzi7d+gFeJ/jlaY/8/fyDs2cWcQCwM+Pntt0gDdB2s1eiol/tLxF/lvO+/nlQ9+ksOvPU9ifHzd6ioRApNP/zgz7/+I9vdIvUrn1Djbz5+ia2qUrmIB+wZyGm3i+kjYHh/qnOSTvaPsSFRY8By+NtrDH431cLUaX9ocvRtQ8lzito+Lj3fLZ9LbR91ZpMu4TgTbzSBCyCGrvrg56qEWiXPz8T43j6c6H+In+z7MQrPCPzn6m7xVOLu0OVpvvD5/ms+nniZnpZgP7xxb/72ESqyLC4MfIdIs01m6N5yz1ZofXodd/mZwo1FsP2P46WnNvSHwN2+2InLHK3fdcqerO8nrdsomhk25s1cnjRuxb6vdqzwBm05TulO/LjGgSSuhc2qWO225a5YnRbXBkc7UOo2MrE+7ZKiwLJ+enp7Wv8Bnjj7Ps0fey/HHnmJbKsuBV3+wwonU5Nyo6itlbnIuVu3JZDIEboThZz7H3JFHANj/4nfoDz1ijTqxeo2+VAI3CJbLSsWpOcsnOt2pRp7cZF+qupmc8CVUe2TQgIQ8Uatrk3ZU1VHWtV0iRVPSSx3/lTw1yfmlTtSw7JTs+z7d0QZ/eds4H+ubJekGnCkl+Ndvb+N7kx0Uyg0gACorxqAuebKsi0kjpmuDlL/8uzrdyxO7ziHVpBXSBWLoWMpXX09PTzOWbrV1dvQihWZkxVzUOd9LeeiCIOShRLZBx48l/+bbDk3LIe43VoxN9Q45HqWjuex3Jb+hnm7658ZxAmjsOEDHYii00qjIE7tca2W56nQuZW5iap6ammJ7aoBf3PEZHuzez6uTx/lXr/0Oc43SijbAsvxMCZ7V6V9qkCRksIiqmxqDb5XP83meZqiW58LCFa1FwJSEWhcUIMeKXPNUH8tnZD/oErma5rWso3qvXLtMWjvd7zouJvm3cryHc0Mfxwma7Lj4dbxmGU/UzcS3J/td1x45b+VzagzJoAPZNsVpZEoor8ZCqjwHpTLY9or+l/WVDNvtWPg3mbQ3cdOI+B5PH32RV/fdz4lDD1Hq7GHf898iNbf2uXnqHd1c/tx/R62nj12vvcDOoy9hsTJqwU3cuhPnJlbCJuQvDE3yV3eM4toh35/s4GujPZwqJXmnhu/fKIqN1iKbjXgUmu0Tv64nKm6UbLNKl20x49z8+LcIGXRChmZbPjgTuX5yt8ATczPIOEk+t/cn+cjAYyw0K/zGsT/gG1d+SNNbG03YzWCmOc9wY4ojiV08v/DWHX//RsZ8tJuzXU/h+jX2Dn8Tu1ls/9AdQsyCh5IWtQAm8CliI9cl5Zd3RzVIm9jEatiEvPfMm1hXL3H6sad45XM/z7a3XmHHGy9Bm9DJ0LKpDG1jYcceovUa6asXiU9fS1hZPvgAlz//V7DCgJ1f+m12lec0pW1irXAws8Av7b7MnnSFl2ey/Pq5rYzVNjefCvPN1mk+H/GuCY2/05hI5HDCgG1elTgBI/b1T8IS/TGXI1GfhAWVSIJCupOmq/dluR3YWCTtOJlYjMPp3TzT/TgRy+UbIy/weye+yoJ3dyPIjlcv8kzuPWSdVPub3yWYi/VxsuuDRLwF9g5/k6hXuQ7T1p2Fa8GDCYuYBa4NXXaDcmgxFrqwqMFzAo/QurFEtDf0zjUp5TZh2/YKFaaJp0XB5NSs1Ggm7hX5DnWtS8wKK9XuOsddk9peZyqRdVBqQ6leX50GREHdYzLL6PgnTElnpdpdx8Nichhd7cwJK1WUD46Pc+C5P+K1Aw9x8aH3Mb3/CPe//kMGxlrJSpWc64kU872DzG3fw9y23fixlQu6W6/RMTlKx/gwHZMjVLbuZvL+95CbHuehH3yDRKNMVmiNZH10DupSZqqduhQOsFL9reRncgLWqa6lWtmUKkS92+R0qUu8KSHrq0tnY0qLoKP7HxtbjpkYHR0l43r84p5xPjU4y2TV4W+/1M13RxNAafG/FnTqaNkeOd50jtdyzEv1uJK/7DNTYmHVL3Kc6xzjpenQZD5W7zXxrch57Xkep6ZDyp7FL+64zC+8tNWYUFeZLOS40o1XU7CJLkGzNGEr7Wkt7MYbu0RvbYGUYzMSyxFattFM25dJsTdm0ela1CyHS9E0HTt2o2qpM9eYkmpL+U5NTZFzU2x1e9mf2c7+7Ha6Yx2k3WVzCMCrUyf4zRP/lZHy5Ir2yv7RpYiR2mKViBdg27aWI7lpnZNzRiXdle15efItnsm9hwPWFt6YvLD0dyVzOcaUi8Fq6BzydemGTN8D3XyXv+sCEGB57Oi48FbXR7W5neN2ITbAqe4niXsLbLvwNSy/SpP2wU1y/umSw8uxK+eENKepa1m+5KbKpNNsrxdJBQ3OOykWLJce26erWWVP2MSbukzTiZBo1qjFU9fU0xQg0jYB8HV/3cQmbgDxRp33HX2R3VfO8er9j/PSk88wMHKJnedPMrq3k5ktOyl1t7iuIgslui+cpvPyOfLDl3Byeeb6hij0b6HQN8TU1l1L5Q6dOsp9r/0Q513G9n3nEPKJgVn+xz1jpF2f/3guy2++3UGpvuncrsNUzeHvvT7Arz42yj9/aIz/t3xoBTP1HYdlMZPqpGlH6K4U2OZ7LETiNHyfEIsAiNgBAdBph/RHLTzg7VpAs6MbLItrM4XdOFJ2nEcS+3mgYxf98cVNm9/gXOkqb89fpuSVKTYrzFbmGKtOc6E0rD3w3g5sAjqDGTqDabrCGXLhBDN08EOrfXaricYspxcu80zP45yZGaUc3n2W9LuFEbo42X2IZHOew9Pfp+JvLH6ovF8nEzS4aico2a0NWcFNUHDipIMGfUGDqNdgNt1JPa/fzN4KNjdIm1gz9M5O8swP/pjj2/Zy+tDDjA3twAoCcpMj7H71OdLnTpGcnsAVp6bEQpHkQpHB86ewLIt6Ikmhdwi7XqVr5DKOxgF3E7ePiOXzxf63eH92jGNzSf7N20McHVOnqXtwQxpCrpkgX+lgLLp+ptgXp9L8mxO9/N3Dk1TmTvCfZw+v27tuFMVEBs9x6VmYobteWvnj4vQJQrjahIv1EA/ou1UTRAj95Hk8v5vD8Z24lsPphUs8P3qUt2bOcLk8hh8Gba0AtwKbkAcTo+yMFhiIFNnO9+lkDqcmsgfgYAEvho/eUJlfGvsz/v7un+fjmcf4cvH5NannvYZhunnZPkS6Mct908/irnPOulitTLIyT9rzCLAJLIsgHcMLQ2pNGy8MaQYhaQJ8WhHM/Y0FyrbLtL3KFGxZLDgxyC1rGWNrSGa6ITZItm1rI1FMMEU1KEiVq86sBsuqQNN7depKqc5c4fEvohZ0PEcSSr1nip6T9VHtMKUs0HEptUvBAMsqV5NaWAcp0+7u5eSUSo5SDTtQLfD4sReYSmbomhpfCkdeyKYgu6utGaqnMNH6ezZrjIKSzylVrjQnSJVqu4hFXdSIlIcpKlKVtyLCqE1qDVM6FHWvibdLJzNTVnFZB9XX0iRSGD7D//3oKPdna/yr11P8h5MJQua05l9dlnOTql7HYyR5RuS4kddKJpFIBCuEg8EWkk6ccWeeGbtIMnttGo9kMonjWXSU4nSUYnQU40S9ljwGww7GcsucP9Ks0i7KxsTZouA4Dl8e7mJ7uslf2nGe4WqMP5vbpo0gMplV1Hul2dO0pqm6yb+pzPSr/z5R7IAwJPA8rDDACkMatSp2GOLZDk3Lpm9VubLeupRIcm2zFwL+Yu+HOZzeRTlS5c/GXuY7469wZqoVAi5NJnJsyvGk/i5NR1I2ck4MLaYAOrRriPdGz/CB6Ek67QUCbObs7wT4fwAAIABJREFUThZiQ5yIPsyc08NcpI/5SC/dhaN8ovyH7Mk2KBSvnR9ynlSrVS5WR/jmxIt8auADfHf0zzlTvrokG2lWk3WUZjzVNl2EmYSpf3XjxuRCIvtCZzaW/SfHvNqgmkzyR63dZIMS983+ANfywbK1qY1kfeWaJ90R+vv7l66V/NRabDdqxCeHSdQr+LaDE4TYhDiEdGV1PnTCfAhMpzqJ+Pp1TnJ8qTVCrjHyXtP3R4cNsUHaxDsPmUaNTKNGbY24WjaxNhiKLvCrT1ylK+bxd18b4MunNg43biyM8LR3hC1h15ISyyeg0KgwHV1gOrqAG4nSVU7SO5IhW45iYdF0AuYyNQrZOrECbC3liccj1Kz1G3u/drqPPV0uP99/islmghK72j90J2BZhLZNSGsT1nBE/94iL5iDzRPJw3yw+34CQr469RxfPfdd6sH6zu2BaIWf6Bnmo5nniVke571+Xsz8BBcj+wgsd8lHSH74J92Wj1KvNwp064q9Bn809hzv6zrCzw59nH929rfXvB0bGWEIdSvGoDeGG67PWmD5HonCJPH5aULLppDpopTMURDUI2Ojo7gWpBNxHFoO2T2dndhhiE1A043ScKPg39lUP5sbpE1s4l2CI8lp/uctR6k2Q37xpa2cnI8DhbbP3Qn0hTmeaT5MnCg/cE4wEp+jz8/R5+cYpJN95T4OlPuXqruQaHC1r0QhW6eUbCxF+gZ+je2lDnb6vZxyryVEXSsEWPz66AP8k+1/zt8eOspv+XuYCLvaP3iPodvJ8dO5j9Dr5nmjdIavTP2AOW9hXTdHD3dW+MKuAk/0nsEPLd5o7uH5xiFGgm6292y/7rPzdid1K06Pf+MbpEbg8Qcjf8b/tPPzfLT7PZzg3ZN+pIlNYNnEwrVN6wJAGJKuFslPFrACn3qmk+l4hsC5dtsRAs0QaqG19Idk5FqOrzuNDbFBCoJAS+YH+jQbJiItJURT9IiuXJPaUZeqwBStJKFLAyHvVb/raONhJemZqvuNpGHRpU0wEZ0pmAgO22Y4FmYIdYqTRIRSplK9rvrFRGqomwTt0r/Id8jnZdtUGe3SV4DeHCfLlaprJWs5Lkws5Lp26FIOmFJd6ExDUs1tijZShH4Phcf437aOcLkS44vPdTFeBaitiDBRcjQRv+kiPuT8kqp2ZVpTZhJYJnsDYUoJYet8jgcXtlGzm3w//zZzkSq5ZAc14DIlppI+dmCRq8RIOwmK2SZuNgZYWMRJ+cv9VwYWZhocDLYy3dOSj5SjvNalx5GmWbn2qGvZv+Wmxf956UH+5e5X+Cvun/Dr1c9QCpdNRCbzlVobTOZyXaSqjlAQVspft/aY1jc1dnSEj9CazwczO/iru38KP/D5lRO/y6uTx5d+l2kp1FyT8jKlhNBFLKrfLUJ+cd80n84PU/SjPGc9zo+s+8nt3EcWyK4qV5Uh1zw/CJiw++n1RvD9+5b+rtYcUwTTK5PH+FHuPn6i9wkuFb7KfFA2mrBlGaruJheFduSourVW1stkstdFsko5yHGq6ibHu+r3BeJggV8tGlIMrRw3am2R7ZXzfmmND3wGCmNEGlVq0QRz2W6akdhiHZsr7gXYs2fPNe9anerneu2Va6F2XBiih9sRRd+dbdkmNrGJO4aP5i7yy4dG+NFsmr/x6m7GqxviXIQT2DxS2MojCzuYiBb5s66TzEX0qUsCO6SQrjHTVacZuf5HZ6qzSkcjSaq59tw+qzHrxfmVyw+Ssmp8NvbCur/vTuHJrgf5X/d+gblGkX/w1r/jzbkz6/q+hO3xD/ee4tP5Mzxb2s7/cvXjPMv7WODmOYomnUG6/Qlsbi6Z73cnXiXmRBmK3Jjm6Z2A+qKOJBKsnenKDTy2ladxmzWKvVuZ6hykGbk3+dQ2xEpp2/aKHanOcReWd3vy1Lu6HFjp6Kfjw4Hl3aXcpZo0SOpaniKkBkLHRyRPBvJ33c7fxG2k6mjimtGdWqTmRGp1pGaqXXJJnbOmyWFY1V2evE1pHnT1ltc6h0UTP5aOQ0Y+rzuhmhz2dWPElD5GOkrqNHCm8aZzlJSnHh1MaQRUWbq0Gbp7H+4f5fxCnF9+ayd+aK04uUn567QVEurkbHLYlw6aSrPY399PxHdI+BG6051EPJuIb2PXobeYIlWPcKZjivMdM9CwiWjObLKvdH0pEYlEqCcswtGQvcEAVzpLK5yhFR8OLPeF1AjoOMtWl78aF2tZTta66XDmmJ2dXZKP5O/RjV3dKX/1vapfZZ/ItUneq0shZBrnSgM0vphL0QLS1Sj3d+zjwc593JffzWtTJ/nnP/otKl5rvOkc9mV75LukZkuON6VRlNrELYk6Pxf/U7qteb5pP81r+YfY0WGtWFN0bVfvlfOwXq9TDOK4+OTdBvNhqwxd+pfVXHSPdh+iGXhcaLR4wuQ6Jse81IjpxoOujiZtofym6JLzmu7VrT3Xa5usCyyvIQt2GmLglecpC82zTnsDy+2V/SuvrXqVrfV5nDDkQixHdaFGvT6vvVfyTKk2j4vcnnLerr5vdXvltZK/7D8puxX1bRPxtiE2SJvYxCbWDzm3waViFD+8M5w9WSvJvmCQgbCDLePdZLzFBWkVWXot4vHmtgnGImsblu/FQuYydXpnk1zpL7V/YC3eGTq49yA9wpH0bh7NHeRgajtpt7UJuFga4fdOf50vnfsWfnhzWpibxYHIKD+feI4Qi/9Q+3GmMwdvv0z/FJNWL/OhngRYBwebx/KHeLN4ltp6+ONsUDSs1obHDWrcrg4pbcOuWmsuX4znqdn3/vbi3m/BJjaxiesi79YpNPRa17XEDruPT8QeJWunIIA6TQpuhSvJWcpug3hHkqYb0HQCqmGdpf3aOgSmTHZU2H+lk2x5/c1sAM3QxrXWdzOx1hi0uvjZbR9ivrnA8YUL/PnYMY4VzjLfXNCe3tcSFiEfiZ/g08k3mAg7+J3axyiEWXLtH70uuoMpBsMxvuM+zc3kDrwvs4tsJMVLhWPcglXvnkXdas0P9zajw3I2PJC0CCyLS7EcjXfA5gg2yAbJtu0Valip3pMqMKVylapr+btSrZlU1xLK9CMXApOJRqmOTeYTnfrb5Eiu1H4mdenNlKUzM0gVpM6kaLrX5JSsc2ZvRzdvglIhm9S3OqdYXeoVU31lv8vxpH430fbL59R75biQ9ZV9pTObmbJNKxW9iV9EJ2cpDx1nlXyXKc3AfGGGnNtkrBQs8dTIcqUclBnWlFleyUnKUXLFfDTzCE7g8lriEtWOkFK0TiarNmYRwgi0MnTZhOVrF2T5XlMwgq6NOnPPQkcDbzhg10ieye4e6m7rfrl2qP6T5ZuCJxRk/68wtzZ87IhPsbjs7GoyZapyTfxaOlO/LmgE2psBpWzkmC7NF/lI54eZqc/z9078W+pBU8sXZUp7Id0c1N/l37Zu3bp0LVNG5PN5UlT5mcRz7PLPccY9yA86fpoOO3YNq7dqp5wnUg46B+kj/jF8bE44hymVllPq6Bzy5dh/sudBFrwK55tj9MZ7ryn3RrjodL/rOLFM/a7uNTlmy3JVfUzfJHmt7tWZ7Gu2A4HP/PS4cVMsy1JrhOzrLdkUe8IqTSxOeBEaizn2VL/JcSN50XRmMRN0nGWmACwlX5Primmu6bAhNkib2MQm1gf5SGshnKlfnwj0dtFj5+jy0ryeusTZxAS52O3qAm4PgRNyZucc+y/meWJ0J6/2XaEUWz8OFS+07ikN0uPJ++iPdPLr5/7LOoXshwzFqvTFauyINYlYHuUwRtae5JPOCyT9Ot+JfYI3I4+StNfGgdcKfe7zj3PO3kPVunHzWsKOcTi1ixfnjxHcpGP3vY6m5WIHjdtKmLMlrOMAJWyihIv0jncxBc8aYnODtIlNvIPRGW2dzNZ7g3R/ZBc+AZdiM+1vvkOYy9U5tm+G/WfzvH9sB2/0jvD2Or3LC20i9r3xcU0T5yOph3i7foXX59ZWItmIz99/YJr39l4lF9FvvKbCPF9NfoEpp1/7+61ia+00acocc+6/qecezOwjYru8Wjy1pvW5FxAJPQInxu1kX7xgJegLG3TR5IjjsxBaTIQOV+Ce325umA2SSR2mi4wwqcvacU7o+EFMakmdGtSUhkCqPnX36FI/6DI+w0qVn1Ihy99NEWCqPVJeq7ORr66vKSJAZ9IzqZh1VO2mslQdTVFSOvOGKRu8rlz5Xh1XjCnySWfyM/FxSLRLSyKh5C/NMlKlrRtj0kQnIz5UfWRqB1lfyVGzpd6KTBmd95bMQ1KOErpUIzr+EBkR2dnZiR1a3O/vZCpVJtmZJskyN4qUuUmdrZvXpihRnclCxxelxsdCvMFb+6c4dLGbRye24qfrnIq0CCRVlKecGzpeIVjuN1Mbas2QiNXic1P1kfdKmcm+VDBleNdxbcl63cyaptIxPJF9AisG//HyN42Z2tUYkHWRJl15rWTW3d3N+9NX+VjvZd7093CuuYXJsAM320eTCAmqJKwG4/YgsXSepKYsnUnJ5M6gxqNqw67SS5TCBK/O5QmYWcEHpjPhKDm+J3uQyWaBaadEMplcMgNJE6l8r+SLUmWYzD0Kcgzr1nhYNsO34wKC5fkl18H5+eVoMV2Um2yD+g6FYQliNv6qHGcm06p6n3xvsdGkiMUFImQbVbbGbXY7IdvSFqONkGI0Qt26foS5ep+Uh+57LNcT0/dYrZvyXpPZsp1ryIbZIG1iE5tYe3TFWwvDdG39KM+2hT0kiHEyO7Vu77gdNCIBb+2e4sCVTh4v7qWJz7nIePsHbwL3ioktbkV5IL6blwrHmWnOt3/gJrE7VqAWOHzJ++hSupMOu/UxXyC7tKlZa1acVFBkZ/MMP/TuI7gJer/OSJa9qa386fwra1yjewOK/yhwE23ubA8fi6uNgKuNgA7XYlvMYWvUwg7LzIcOU1akldtkDZPJrjc2iSI3sYl3MLpjrZPzdG39TGz7wyHK1JhOltvffJcQOCEnd8zgE5C/ifDvG0UztHGsVsb5jYyHEnuJWC7Pzb6xLuXvihW4WM8vbY7uCMKAjy58hQCbl5o3RxNwON3KofdW5fx61GzDQ22Q/Mjtb5AkCl7IsWrA8yWfEStKgoA9YY2esfMkSxsjvdGNYMNokEzRWTpzjcnjXakmTYRmOnLGGyGNUupKU2Z5XYSYVHFKVa9Sg8r2SrWjVJnronekSlCXlbhddJ18TpZvIj/Tqbl1UT8m2ejKMkXa6dLKyLEg+0dHsmjqdx31vOledX0jaSB0/WMiHlXj2KS6ble+lI0y90giUJnNemZmhqFEnc9tmeGTA3NM1RysaBLVw+3GuWy7lL8yE0mSv/5cD9tneng7MYYTuXY5MY1X2TZlcjKRhkqoMtpFvch5tCKqFZtEOslA18CSTHVpM1aXoeRgyv7tsWgCcK2lMWDKaK8bNyZXAR0xnzTTyvGmZCbbK3+fmZ7mkT17OVce5ujwyWvaKKHeJ98rIwA/tbPBjyVPcb7Zw2h8kItsYbs9wXZK/DkP0ZXW56XTpf0xtV2ZuExrmjIxH5z7Ltvdc3yl+RQnx2vAIgmiiFxT68XqSNj9me0UmiWCrEPHYhydWo9Nrg/yWr2jXQStifDRFIW2+nnQkzOaUqDoom11KZEii5xPbjKPK75D8l5p6lfyl2uPyQyo5vVCtpuFMCTt1RiszpEpTtHsWI5+heW50i7tlok4WEJ9y0xrhM60Z8KG2SBtYhObuD1YhBxOTPHFBy7yeFcJP7T49kiK3z2bb//wLaKzmcLGYiQ2x9obTtYW1uK3JLDWXsvjha0PWcLZuGSR96V30xfr5E+mbi8lyqHUHP999k2KQZwnEueIWm/jhxYOITPkeZ0ja1Tj9uj1x/i48zIn/J28EhwCRts+I7E7PsSZ6tV3rS0lqjRIbpx1DeOwLJwwwApDyl0D94yZbUNskIIgWHEyMGkzdEk6dUn1dBoB0DtzmhyK5c5cpyEycTioU41MAimd59S9Ji4G3YlbaphMWY11p0cdrwks79Z1zq/yd1muaTeuypDPSOfhqallvxSd86pOCybLk30tT0U6zZM8QckEikqmJidtXUJPU3t1SWNNjocSOo2IrI8qV8pDntJ0jv6Klj9ueTzCST47NMm2ZJ3pmsN/ONPBly/nmKyq8aLXTMpylXxlveTpUTmvSg1SV7R1SrRzEaIaB2fTiVCXAkPOKZ1s5L1yLMgxotYO3ZyxF4tJZtP09UW0GiTdXJXlSsgxf7bRA5zjqe5Znq200q/I9Ua3Tsn5Z0rdoEtuLceFLl2QnPeqbTuTg/zcrp9mtDLFt8+/sKKdClJmiudmcHBw6W87duwgSZVfcv4TC24nX859kaYVYWs4wlD9HA0nycn0E8StCK6Bt0nNUZNGTf5d54Qr21YuTPLjzS9T9KP825GDlIMxozZQF8gxlOol66a44k2S6Vrm9VH3SNnKvpb9o8apyWFY93w7x2ApA9O1rlxTomXdGq5kHl1MHBtEU+QFt5FJy6Xkr5Pt6nvVnMlms9hek57iOF4yAz2DxC1Ly9VkcnZXZcnf5ZyUWlXd99pUbtvE7Nf9dROb2MSGRczy+Hz3GT6UvUrS8ThVTPIvTu3gjy44NAP18V1fx+G4FyEgpO743BnO6luH8qEO7bXXIF2s5ThbzfGxjis8W9nLRuKB2ZUc5G/v/hnmGwv8H2/+Jl5461quZ+wfEqPBVzN/mbrd+kCNRvcwGttjPLytF37M/y6dzPIrU09QDm5+9O2MDQBwoT5K8rY5vO9NOKGPFXj4zvWj8G4LYUiuMI5FSH1wxz2jPYLNDdImNnHP4jOd53gmf5GXSoP8f+cynCq1TpDNYH3TREgkPJea29xI+wEj7MVNY7BO3/FvF7bxNwePcSA+w+naxsgIrzZHC16Ff3z03zNbv/nItYTd5MHkBE/Zpzhsn+MHwSMU3N72D64jdlTe4sHgLV6w38fpWk/7BzTYGR2g5FeY9ubZ9i7dIFmA61dpuuuXXyVeKRKvlSnme7Gj67gRWwdsiA2S53krzDJSvS7VvjrnUp25zcTtIdWz6h6ppjOpfZX6T6qKTU6+qlyT85fOKdKUlVhHry6hc7yWf5OyMTkJKkjZyN91ZkupGlXvkGrNiYmJpevh4eGlayU/k2lPQo0BaZYxcQzpODRk23V9beLFUO/QOQiCXvVsSvmh46gxmX9140WOYynf6elpXHye2naFlwsd/LMz2xcDAVr3yLarMW0yAbQbF7Lt/f0tYj9pYktPJfDiLZOm5PdRMjGlvdCZSKUcZVmmOawg26bWC91YULyF0USUVCqyZIaV75ImYclTpeQv1yNp0ohEIrxe386Cf5qnMxc4WelcUVed6UGmazBxeKn5LMe+dAKWY0StoWrO7UoN8Uv7fpq5WpG/8+KvMllZ5u9Rc9HE4dbX10fSbvJ39pxgL5dwCKjYGY4nnuR89pP0d/VdU0e5PurMUKDndZLy143T1UE7Eb/Ck+NfYZQ+nuVxSqW3ln6Xrg1SZso8rGRuAXsSQwz702Sz2RXjRclUtqe7e3nDK53VVV+YXDmUHGT57VKnyLFiMvXrTL5yLMhxqlt35bxP1WepJvtW9IMptY3uGyuxWovoEpKbm6QZS1DLdZMxpG/RreE6B3XpOiH7V5rYdGlYTC4tOnPcyvpvYhObuOfwWHqcjmiTP55YWzbim0Ws4VDM3BvZz5dMbOuk7WqGDs+VtvOx3Hny03py0TuJn932DGWvyt958VeZrs21f2AV3p8Z5QAXeJmHOM4+wv5HwLr73sz3TXyFmFfiT+xPE1i35lp8KLmTrJ3ie7U317h29x7StQnm0ttpOAmi/rUEk7eDXprYgY9n2URrZchkNk1sm3h3ICSkaTWp23XmY/M0nAZ1p86MO4PnetiBzUJ8AbtuY9dtvJKHXbOxGzZWcO9Mko2Ij+YuMVKN88b83TMNuL5NtGFTj27cyC0JL9biQ8qO2iz0rU+dv1fcwSfz5/hQ9govsm1d3nGj6IhmeHPy7VvaHAEcSM5SIsW3eAqwGNoAm6N89RK7Z7/P+c4PMz5/64eDj+QfZj4oc9q7soa1uzeRqbY0/sVYD92VtZXHFC6dmQzx8jz5icsEs2P4+R78jh5wNv72Y0PUMAgCbTQG6NOOmCLI1LWJR0mq2dT7TJmVdTBFXLXLdK+DfK9J9anukX9rF02m47pYXS91LesgI2NUdBQs0+qXghLljjKVjgrlfBkv5uFHfbPDa0ArdHa7/uewFkIVrIIFw8AwJIqJpY2TarMcFyYenSAICK0QO21jVS2s0FqhYlYqcakaN0WeKZW5aQyZeJmW2iXUxrIvdKppaQpT7ZFmGWl2lqaD1MIl9u+Z5ddO9zE3X1ySgYJuTOvSBch6yfpKNbeMYlLXXV1dxOo2+892gAXhljidHbEVmbp1GbV1WeolTGYZ3byUfSLlqOSv48kKojC7J6T7bZvMdEgp3nqHaSzIa51JSrc2zRPjWLWPp3OXeaH03iVWZ51ZWpYlx3m7KCcTV5YqV0UYZdwkxWZ56R7dGmsy3XV3d3MgVWQ2Mkh3ruXjI00wuvQ6st46+cOy6Vrea1qjdRGyD479ATU3y/G+z1K8egxYaQpttz6m02m2RnrYlRjieU6SyWVX/A7LfSXlIdeOm4ny1X0PTKmydG3Q8bnB8nyX816OMbl2KPOTiWMvFxSxgybFWN/SBkma1XQRYrKOpii2arVKFbia68BKx0h5NbqCBrGpESJTI9ixJNVkBt+NYrkRfCcCmtRisDz25FzV8czJ+hQKBVyvSaZWwrJtotUFCgM7CNwbd+jfEBukTWwshIRUI1UKqQLj3eOUciXqyUVySc8mMZcgUUzgNB2ogNNwCCshTsPBrttUpivQBCwYLYxiJS2shIUf87GSFpFcBCthQRKcfgc+2Hpv1atiT9jYozbWtIU74YJYX8JoSJht/efnfcJsSJANWn/LhOCAPW0TfS4KpWvb9U7BpwcmqfsW3xhdP36j6yG9EGH/uTxWCMOP+FQ7NjZ7tMTc9pDMaEj3KZvx+yFYB/KX7y3s4pd6XuJI5ApvNnes/QtuAFHbJe7EKDau9dm6UVzwenmseZYj1Zc5lnh8DWt360g3JhnLPIDn3Dob+pPJI1SCOqfsq2tYs3sXFiGZ+hSl+Po53oeWxUIkgZ3tw/aaJCpFkuV5coWJFfcFjkPoRgkiUexMnqBvyy2b5OzAp29uHDfwlmJIEqUC5Y6+6z4nsblB2sQSAgJ+lPoRFw5coB5pbYicpkNmPkPHlQ5ScykSxcSKyHGdE7fVXByOIVCGsBwSEuI1Fx1O4+L0GXUgAQyBu8MlGAzwHvHwbA8CcGYWtWiZgDC+6kNcA7to///svXmUJEle3/nxI+4jI/LOqqysu6rvu+ljZrp77hnBDDDAsJLQAuLQoEW72mUlFvSexCLtspJW2tWi98SChKQFhARvxMAMzNk008xM38d0d1VXVded9xmZcYeHu9v+EWmZFllmFZlVmVlZVfnt16+9I93N7fiZudnv+P6wZi3scy3TnX+vT/0zdTgDqddT2I0bbxbYTCTsJh/pn+e5uR6KzS2ldtMi5yW480yeZiTg1NFFkt03WfSPDbN3hQy/5DA0mmD8wOb6XAC8VRtiMYhzf/TSDdsgZSItB/Lr2SD9p/KT9GRiPF35IhaCKb5/s6p3zWg4GaLBtae06XWy3BHbz/OV79LM3Bym4e1AtjHDaNf9+HYUN9xan8LQjVDJ9lDN9mAHPo7fxAmaOH6TKALb97C9Bs7kJQh8wr0HrygjqFZojF/Ccl0iQxpTthD0Lc3ghj6T+SHcTI6+y+/iehvzDdwRGyQhRJsaT03NoTN/qCo9XRSbycyhqhVlNIOqllTVimq5OvW6KQJJvs9EvCj/rtbRFB2nyyyvRs7osq6r71LJvFTTjU4tPDY2xujQKBf7LpIcT9Iz00N8Nk51rIqFRT2sU1+m8NeZP3Rki2v7Qb73ivErA7OQPrus0o5AOBRiDVt4Qx4EIC4J/HmfsBASLoQ4ZQeWXyPbnEgksF6z4HGoP1Snvq9O9MUo4rLAwjISJOqi40xmF51ZTTe+a/tBmgE6yZCaKVw1dcpUIj9+cJqEE/I7p2JG04IqF3LOqFF5aht0mexltBrAyMjq4tOf6ObhqT0EUcHFhz0i0aQ2q7sKnckE9OkJ1Hs7paIwRcSth4unnoel4ZCBsTjFYdE21iaSTF2qEdN1NBrjPa+fo7FpWqeEdpmRbVhPveX4mNIG6eQ4Go3Sl+oGoBTUtPItx0o1I/X1rYbLy/Y+1/sTZGb/NU9VvsRLjePM5B5cecfaOpjMPeq17GuTCVXXTvX5KnGcxiLFYnHlm9He96v10qWDeixxFwEB36m8Q1emW1tH2Sfd3at/15E0wuoaqzOXm2CSbZ3ZUzUd6aKL1d/U9d6UjkZCnYuNRoN4aRxyDzDeiJMuThrXKTkmqgyqddSZH1XyTvU7pMpALBYDO7Y6F4VgsFHCmRknjMYIMxlEpcTipbP4s5OE5dW1r37pHMHACCLZGrdSqURPpUCiWWfUTbFQbRALFnGjKfK1MqHnIZbraSIPXmnbVf+6i9sG5WSZS8OX6FnoIfNiBmt5UW9ZkbcZTeAiiIsCr7G68KgT1YnotSdW08L6S4vouSiNpxp4H/RYnF4k82JGe//NhM+OzPEzh2d4diLJycUYsH3RYxHhcN/lAezQ4uJ9DYKdzgrZAQtHBZlxi57xq/v7XCvOev08mrhMj11mPtx+2Xuq70H80OfU4oVrLmPQXuDj89+krznGktNLNXZjuY8AbEKC6/hs9bt5xrxZKmH9NmU+0iNVn8UKfWrpPaSL1y4zmwbLwt97ELw67th5GnOTiHrrW2R35YkevhOR60VUivjnTxE79w5hNo/fPUDwLTeZAAAgAElEQVS6USFXLzFnx1hwVjdAS5EE3V6FRK1INZ03vbkNO2KDZNt2R6p2WD0FdHKENnEB6VIWqDtwXSJEWD1drN11S6i7YrlbNyW91KU4MUG38zdpQSR0zmrQ3jbJ9SIdf0M75OQDJ3E8h57Xeqh4q6cPnYZIba/sE93pxlR3U4JM3alE1VCo17oEsuppOFqPkvpaivqROpWHKxQ+VSA8G5I7mcMO7LZ+VE89sk9N2gxdygCdozO0n+JkagdTolgpbxMTq7mkJicnV67/6r5J/vtjJb46GucXvpOhGVa1fEfQLgPyd5PjrzoW0sla5XyRff5o4QDJRoTvjkwRTa1+Wkw8R7KfTJoeXT+aZFvtU7kGdNJSqidDnUMxSajsgfx0hH137CVwWv2gnnZ1GgjT/For/yfCLuiCQe8C58ojbdooVWOlK0uFTuuqQidvcRHhqb6HeH76dRa90orM6bQr6pxa4YVy6vzV9As8yAmazQSv9PwQZ7o+QE92CDnaant12mvTyVz+rusDtSz1WnUud70lFqwBZmZmtIliTWu/fG/KjjHrLyGEMNZXriPqemIad136JB3fmjoPTImU5TxQf1Pbrlvv18MzpoPantZzTSLFCUrpEWKlryAMVhp5bUpxohtXtQ26bxqsyubw8PBqvXyf5p5DxMfOEgD+YD+VaALhRkBAON/StluDB4kuTJMuF4kVCwwAFcvlnG8h/NZ3uDU+gkEsoqUCM8uSrHKR6bAjNki7uLEYPThKI9Ng5OUR3OatIxIWFomzCVITKYoPFlk6tkRpf4n4bJxsOUuykCRejONsbZrG64TgZ4/O8zPHSnzxUoJfeilHM9xep+j+RoaRejcXegsU0nUGbpGzd2k/ZMahr5Bkqvfa/Vp0mGhmKQcRjsfn+HZ5e8P9P77nSWJOlD8Ze36DTwq+r+s9PpU7TQTBSzzI5ZEfxXO2jmV5QxCCpKhSs6+djTllx7kUTne+8TZEYvptlo5/L83sMO7iDqE/cBzq+4+vbCqF5vAtbIdipodiuptkvYxVWmTKTSJqazdjFnO47PM93MDHXwfNwK3zNdzFNWEpv8TM8AzdF7pJz6U7P3ATwvZsci/lyI3mKB4u0uhpMDXc8u+xQotEMUFqKUVyMYnTcIh6O8V+JPj5O+b48cMFPn8+wT98NUcoLNTEs1sNW1g8sLSPslPnUu/G01TsZDRy0MjCnvkUUz2VTU2XIrA4U+/heHy+882biKjl8om9T/LK3AnGqzOdH1DwSHKCH+k+yWuVQb6d+iQL5Di8UzZHQNqfJ0GdWevaUotYWCTsOJXwxpN47kTEZ96hePjDVPY8QtdO2SBtBJZFNZGhUNdTLgDM47KPJhmvSiGRNd4nsWM2SFc4bC1DR7tvyiQs7zWpF3XmtPWYUnT1UsvSOcuaTAS6LOcmdbMuQkxVUeqyZJscHlWzmExFcH7iPLUfrWEtWFS+UuF8cB7Qm5xUqH2uyzau9pPKjSNVrSZTi1quvDZx9qiQbVdV07r0LalKiq63WtoPkRJUc1VquRqVrgpzw3OI/YJLXMKtumTLWVLFFD0zPW31UlWyutQAqjpa7XMpsyb1+vj4OACjozL0WPALd8/yY4fL/Odzaf7p271Eoq375biauLh0TryqrKjypnLb6Pii7mnuIxPEeW3vOInMlXJqClboZMLWzTtVFlSThTrf5VxT+1lnQlsPv1kQBizts+g/EaW7kaSUaRrXHllHk6lFmlDV+r7pJHloeApRmsbzVj/qqjP1eqELGln7e6VS4Xt6HiYbSfFHl5+7wiyntke+W8qzjeBHek8zFXTxO97HOLTvEN20Q5Vn1SFfyrGJi0uVNzlndI73a5+TfS7Xjd7qewC8XcwyL+ZXgnlMcqUiGo2SdOI4lk0dr5WyRJm3OpOgiYNI9z5TSizZNlMqJ9U8pStfHWtdCi21v1R50vWjbhzUeyNWSGrmbcqDD+H4Fvayq4VaB53rgykFlITOVA36NCsqH5/a5/I5lQ/OZHaWv+tcOapAOeWSbpQZD52ODvU7ZoO0i+2FQNB4uoGIC+J/GofbLOI10ojQNd1F13TXCtFkLVujlClR765T7i2z0L9AJVNhz/yezgVuIiwEv3z/HD98oMzvvJfhn72Vw3G2n3ncEjBSyDGXrDCfqtJ1i5jWVJSGBL0nBfnFGKXM+khe14sT5VZ/3Z1eYrbDvZuFj/Q9yqmlC5xeurih5z7YN8egs8Rvl59BsDOpMfbUTlEVMWbE+hxsVVhY/LWRjwMwG9xamtDNRGrydcp7HqW571Fi5/7iRldnS1BwouzzqyRE54/ezpwJu9hyLO5ZJDgcEHk5ssI1dDvDEhbJpSS5czkGXxnk/pfuJz+Tp9x17Twy14pfvm+OHz5Q4rdOZflnb+XYVNvPBrCnniMWuFzOXVuqipsBwoVyqkmmvPnRbOeraeqBzd3p7em//mie/lg335x6fUPPOVbI39g3zqjfzVtNA/X9DUYsqLC/+hZv+ocRG5wPFhY/dfDTPNX3EM9V3uCsN75Ftbz5EaktEFu8SHPksQ33882CRTtKCOTDBhgChiR2jAbJpB5UVXI6XiBVjaaL2DFFOEi1oc5Et/ZaV5Z6rdZd56Wviy7Q0cavvdapCNW261JvmNSZMjoncALOj5ynekcVRqH5nSZN0X5yVs1iMrLF1I866nm13qpJQqpRTSY2nQnNFPWlQrbdlL5AmgNMkU1qxKJUhXueh8gIvIc8Li9cXvFL0kWwmNJemK4lVNORjF6rlIt85kCJPzwb5/98I4GkElfV4zq+IdO7ZHtUlbjK73Lo0KGVaxm9Jsf/ztN5GrEQ+2Cafiu9UgdTBKZuzphMqOo80UUDmuRcypaOv0ktaz1zSvZ/JC7YN9dFo1I31lc3F3Xmf7VtzabD+UqCvdFSmxle8kyZ1Ps6E4tqetCZ8wCOpvYB8ObsqRUZUOsV06RxGBoa4p7ENHviDT5vfZSe3r62upkiUtW+keWa3BV0KY9MUb4689Tc3ByPeC/giiZ/MtnHpNeK7pSybTKxdXV1YWHxt45+hqf6HuLZ0uuc7ppmMDN4xXvV+kio67r6DjW6TfajaR2T42dKRaJGuurWiE7peXQpbNZC1lFnsoJVs7U0WWam32Tu+A/Q7DuGO/2udr0xmfZU6CJOTeu57H/J97YWsm3rMbHJcTWZecu1OgXbpttvkFsY05YhsatBuk0gEMz3zPPmg29SvbNK4mwCvsB2+vvedIjOtyZ+pWtzI5yuhlxUYFtwcsHlhmiOBOQWo9x1Kk9XKcrcUONGKbC2DYvJBjYWXdWrk8ZdU9nNCNmI2Wl0M3EsPUKxWWGssrEorXEvSyAshtiZ0V1RUeeR5ouM2iOMeZ0dayXk5uiZgUd4tvQ6f17emGbtdkWycBartoR/4IkbXZUtw2To0sCibF9dc7xjNEg6Xg1o333qOCc6cb7okjmC3pla53wMeic0k5O13AlruVeUOpoc23T8POrJr41VVjkFyJOIysQsd9v1eJ0LRy9Q6a8QW4qR+0aOyFwEz/foFOHeSYOj4+7QsSSr95o0PZ2c/UyQz6knHZ2Ww+QMqnNqLpVKiIoAH+Zj84iFlnzqnCp1PDxr3yfHXb1X1QTI672xVl3maqLtXtXJU5ZlYolXr+Vpd9++fSu/HTt2bOW6v79F/meFsK+WZ890imQ9QjMumDrapHk0Qc5Otr1Xhc5xFFZlVh0T05yQZZg0KuraoOPv0c13tS4mjhopI8Wsj0CQryfbZFfVLMq+VhnJTTw6cl7W63UW6hZHU01tcIXp5K1LmGsKVlDXgKND+3h36byR5Vito2xHKpXCI8V3G8M8EH+HF6IfIrBcbWJwk6ZU1kcdaxOzvi55sgr1Xqn1vnv6CyRTZf7V3BNtGgY5J9Q+UIMofuzeT/FM1yM8W3qNy4MljnCkrQ9M7Ney7uqYqVojFfI5tSyd1k2X+Bj0nH6mflTngSzPxHittkfKvCqv6noi/66ubZnZtyiOfIDonR8iNvE6lmjvE9O6rfaDLhDKNO5SZtX2qvNPlqWWb7L+SJh4C4MgoAiMA7Z9db/DXQ3SLYzQCpnYP8GJR09Qy9foP9HPgW8dIDK3NezBtxqs0MKZc2j06M0MW4Hu2HIm6m3KIeeEFiNzXTx5dh9HLuUQFozf7XH2iQaFkQDsW1x9BASOoBJvkq1sPr3DUtOhKxqw1aravJuhL57n3Q06Z0s8XztGkhp3BCc3t2LXiUHvIh9MneWb1SNcaq6NqzPDwuKJ1N1caEzybGlXc7RRpCdfJ1oap3DkE8x8z39HZc/DCOv281XdMRqkXWwuBIJTD56imq2Sn8nT/VY3kfruxmijcGdcGnc3ELbACrd+s5BfTsi7UN/6d2WCOI+c30PKi7KQqnH2wBJLGY9898ajhG521KMBCW/zPwCLnkvUFsQtn7rYuvl3MDYEwMni+Wt6fszPI4DecLvi7Toj48/zicXfYTZI8YXivRt69oHuY3S7Wb5afGWLandrw/Fr9L/1O9RzB1kafpLi0U9SHnk/sQvPExt9ldvFN2NHbJDCMDSmslDVp1JNZlKZS5W1qro2JQ+VKjud+n7t7xKmdA0qZH3UskzmAAnVgVOFNN2ZTEOqulKa2GR/VRIVqtkqfSf76D7XTaPRIKA9ma+pPTquF1VdqVOZmnif1OtOiSp1tPvrUanK8daZv+DKvllblipvsr4rjt+zERpOg2qmSmy+3UdFqt1NKma1XJ0qXq2PlMfcsr/KbCU0ptSR46czF0G7/O/Z06IoOHhwNSP2wMAA3aUEd431gQ3vHitQ7GpxACVxO8qr+i7VTKhC5yytzqlOKnFVnnQOtCbOMlmGySytvkM+5/s+nu2T8SNacxB0Tg2k6/9ms0kxaNUzZTWoBq33SRlQZUFtjy5tjCor6t9lfYdzfVT8GucWLhvNaurvci7K/z4TeQ8LOBW9H8dxtAExJpOivEdN06JC5xyujolqSpEuAomwzKfnf5PQ8vmHp+9jstH6XXVWl+um2i4ZgPB9B56mIurMdVUZ6BpYMSmq/WwKBNClG1Lfof4uTU4ms5lck0wyqDPtmUx/uu+XKThGNyfUsnRzSg3OWf22lAkmv0J5aYjpnoco3/G9eIefIT32EqmpN7ADr60ste5StkwBWOrv8lpnolN/V795pvVR3mPqu07mUBU7YoO0i83HUrb14UpP3prs2NsFd6Y1Rbxe74oN0lage1mDVGhskQZJwMhsF4dmcpTjHmePlfBi+miQ2wlNNyDib74GaWk5dU/G8Zj19YSwm4G0k2CxUSK8hpO9Tcj7Iye45BxkzhnYgtptDN3+NJ8u/y5xu8xvVj/OZGNjQRI9kS7uzRzhFXHmmvpjF+2wgEx1kkz1T5kJMxT2Ps7SwQ9RGn6C9MTLuGefxwo3l0Nsp2B3g3SLYjG7iFt1iVR3zWrXA7tm45QdvF4PTm/9+7rjgrIHjcCiA8nrhuEKmydrxzhQyjPdVebUnnnisUTnB28DNJ0QG4soLh6bF3UmN0hpZ2v92GJ2lFpwbe+4171Azq7wXPSxTa7VBiEERxtv8aHqn+AT4V9XvpexsA84u6FiPjP0DIEIeEdc2pp63saIl8cZOv15ytEeiiPvo7j/aRJ+SPL8cze6aluCHbNBMvFE6NS6pjQCUl2mmjZM79CpUU2RF7pIEpNpTqozVTOFrj2qytWUakRnrtNlu4bVNlcqFQSCxfQi8Yk4XsNb+X1tfU3v1alnO0FVQauqWrWOUs2tRgKZ2qNTfZpkRP5uMo/ooh9N5jpd9I5X8Kj11ojG2p14dekndOYPWDUjmPhsZNt7Ei0Hbdd1jVFf8n0mU4qMTAM4evRo67+DB7n3Uj8pP8L4gRqzewO6rFxb22UdTHwquvQv6liq6m8dL5fJDNHJdK22U2f61qnaTdw6KuR70+k0dq113ZPKU7JaJgMdv5mJw0v37kQiQX25e7si/sr9Ov4W03qimwe6PojbUerNOrZtG83W6nyX4xaPx3naOcmc6OKcfWSFOE8XWajKq44DSnUVMEUrybFSZaFYLJIL5nim8iVG/HNcDnr5D9UP89alBeByW2Su2na5zqjverjvLh7N3cVXCy9hD0fJ0p5SxWQq1UVCqhFxJm4+aV7qxLVlcitQZVeWq46ZWpYudZHJZKW+T649qilMx0OmuiioUXu6+RUUZkic/iMm7v9Jmql+7Zoh26HWUS1XTXOke4dapo5vyrTe66COj8k0p8OO2SDtYvNQS9UIogGJ2V3twGYgvhCnvK+Mn9haPhvHEjza73OptLmqI0fY3HO5n3jT5a39M4jha8+GfqsitFsfIlc4m8r75IWtsYxaW5vLJ2ZHKVxDCo1hphixpvhi8BSs8zC0aRAhe2unear0HAeaZ2haUT5fe4LvNO9YTney0LEIFRHL5TO9TzPbXOTPl17njuE7t6beu1iBW1+kkezpfONNit0N0i2Icr510ojP7H4INwNupTVNgvjWfuQ+ddBjXybkf315c31V3hfcQaYZ5a39MxQydXLsysVauP4yc7S1ub4UGbe1qS4Hm08hoCJuR6n5GzexPWF/l5qI8oa4k63zkNLjA3O/y+HKa1StFK/Gn+Kt+GOcXJrv/KAB37f3A/RFcvy/k3+Mv448W7u4fkTqBWoD+xFYWLegv9eO2SCpkQw6c4L6uy7zsvp3U5SALopGFzm19h06E4AufYj6DvV5XX1MqnpdChOdahXaVd7SdBMEAcVckWg12grrt66so7xW36WaBHV9Zoqkk2puVV1qGh+ZtkSajxzHoV6vr9RDbafOJKUj+lR/10WNqTA9r4tQaZM7sSxXrqUlMjOljdFlrjalYcl1Zfn5+8c5sxTh5cU86bTVpgZXx09XR9m3AEeOHFm5fl/+Pu6YHuDyQJFivomLq5VXWO0fXRoJ0EeImcZdZ3rQRZCp95jILnUpfkzqdV0/q1DNTHJ+zc/P4yxP51KzSmi16qMjADWZjlTIOqZSKQZSy30az5N121mgddGT6rtAH7mrczuIO6s+SKYUDLqI3uPWRd4ODlJpWqQ065RalrreyLQUoCeKVN+ljp+U2eHauxyuv8bLkSf4L7NHCXCAWc6dO7dyrzTZmSJ35bxLJBIcTQzzg8PPcCoYo9ITspe9bXNClzpFZxJWr9X5pa67uog3E1ms7plOkWnquqHrZ1jtE1We1fmnczMxEfTKMkykrrrIMlkvt74ITpRoVx9Oo6iVPdX0p46Jam6T/WAi2tW1UYXOFK2OmSqPpohRHXaJIm8xCASVfIV0YWdFr6mCGAQBjUaDarVKGIYEQWBc1HcCJP9RaG9dHZ8ZqnI42+TfnspuWpLIfquLO2b6mE9WuTxY6vzAbQzXtwnscGVztFnIOss+gGJrIyDjVpT6NThpL4oUSWv7iFABHNHkw42vMG/18K3oB5c3R9eO/kien9rzKWa8RZ4N3tykWu5iPXDrrY1SkFg/ied6EVguXiRzQ/VSO0aDZOI9UT+snXh0JFSHZHXnqJ6A5E51I1ojk6OXWndduhP1NKvjrzBRxMvnVE3C5OTkyrWWdr+rShAJSM4l2/pOl6rAxPOhS7yoni5UrYHk2RkaGlr5TdVGBUFAuVymXC4Tj8fp7e0lFovRbLbSL5TL5RZHUxCQTLbqHIvF6Olp2bVVx0/1VKSOsdQyqactVYZk20wcRWrb5e9tKRYirev5wjxO+cqTlZr81aS9lLKljuXqOwQ/fWyJy2WXr42vnghN6XfktXoCU/u8q6uLqHD5/sajNJ2Qk8OzWNZqe1R50/GomE7DUobUvjU5TeqccXXaKhWm4Autk6ihjrI9JmdcXSBAqVSCWoKGE1Be1Gsh5XOq3Kj9r3PS9TyPJK2+ajhpInZ7sIcplYzaZ7KO6jjpNHxNfFKxBMlkUqtdXQvZZzNhjiF7niAI2sZV/l1dM9VEobK+KbvJ3e4l3pef5XikzD8Z/R5GvSwDA6t0Ab7fJEYTH4e03eBJ6w1yVoH/u/Bhzk5fYnR0dOXe2dlVoko5l0yannw+T9KO83eGfwSw+Lrz1kqyXdBrTExBOaomRud8r0vQrfaTKvvqmqVz7u/kJKyubSq3lLq2SIfqvr7V9qr1Ut8nnc1NGiIdf6AqN6oMyHVmxcnf9ZkB7Gw/sdqkNg2YScvlxFNUSFAhRj2VokKMxYxNzU5SsxI07VZ94t4ig+X36CufJxPXp75RIb8H6pjp+BLXgx2zQdrF9SNwA8bvGcdu2qTn0ogbbBMWQlAsFqlWqyQSCXp7e7EsC8uyiEajK/8KIfA8j8XFRRqNBo1GA9u210XMuS2Q6+gWMe0/ki9xd77Br77ZSyA2QXsk4BnvLpIixhvDUzTdkK31gLn5EfUdms7m+61k3dbHsCK21u9rwS/RF9v4KX46zHG3cxGHq7fdxafHKZNzauTsOkm3wL2pOe5JzuFagulGjKTT5KmucX5vtt2U+PPO7zNotfsWvVw/wJnm4IbrqyJqufx47ydIEecLvETJqtGz7Z5UtzcizTKEPn786uz7AmhEuhiL7mPRybPo5ik77XLiEJCwqyREjVywSFiaww6bzGcOc7H7US7nHmSwcZm9tfNk/I0HJFwLdjdItwiEJRi9f5RGqsGBVw/gNl2a3DjyLiEEhUKBWq1GKpUik8kYw60tyyIWi5FOpwnDcGWTJDdKN9r8ZgXL9d6iDdJfH5liuubwpdEMdPhQrQeHgwH2hb18J3KaenJ3a9QRAjKNGPOpaud7N4is61P2HcIt9mYoBCX6YxtPETMT5nAsQa+9RIOW1jYtygwHswyFE/RFRtljzZG2arCGQ3KmmeDLhYM8N9PF2WqGXzn2Lo9lpvi92TtW7hm0Cyubo28Ej1G1UpRJ8kLx+lwA8pEMPzfwAwxFevgabzJtLXZ+aBebDguBW1/ET7TLnrAjNLL7aGSHKfYeopLoJ3BahwQ39MgFBfZb82RFhSQNsk6TGD7FyurGZ3axpU0cKJ6inuxnKnOMqdRBJhKHyDbnyUUuk2nMkG5cu2N/J+yIDZJlWUbnR1WLIFXaJnWoVF3quCVA7zio/mbiNdE5LJpSYKxNVQF69aqJk0KFrKNqVnvvvfdWrqUqUSAoP1am2lel/41+IpMRGpj9CmQdTdng1T6X5rTBwdXTnsqzk0ql8H0fy7JWfImq1Sq1Wo16vc7Q0NDK/TrVsk5Nmslk8DyParVKuVzGtm2SySS5XG6lT1Snfik7qglH5U6R71XHQZddHQzOj4kYNjY1r9amPpcO6jp+rbXXUkbWyuO9XRUeyJX5lyf6EHYE19U7MuvMsKrcqfMnGo1CE5YSdeJWS6Vt4uXqZL7SpUgwOY/r5o+OT8xUB3VOdCp3rU+bhK5v1PFR5UbeEy40iAYOk1ZBayZU32fiddJxF8ViMboiTUpBtM20IK/VZzbi3K+WJeW0aNW4M7qfeCxOM7Fab/VQ0mbeWO7TsXoc4vBB5zXijdfYZ8/SZVUggEBYjDczvNboY8ZPMl4MWWhGWfBiTFUERd8FrOX2FnluOssvHJ6l1xujUskQtXz+274/ZymI8Y8mP0IxjDM1NQU08LxpbdtVrIzPGlPYcKyfzw3/AAk3zh+HLyH2xRmiZeLXmbVhdX6YzFs6dwNdmqu1kKZG1fyomsWkvJnM2q7rEgtDjtdq3Ot5HKzWuBiN8u1shouxGIuKeUt9Tq5vqjlOnypk1Ryn4z6C1X5SfzM5Nct3qHPufLOIl+7H3/sAlUgPzewwzfQA2C0ZSzSX6K6NkWnMsTfWIB2WsWh31ZBmwFQqecW7oDUWh7mA1xjlsrOn9W/+QQBsEZCsz5KpTZGuTRMJR7H9OmnlTLKe1EM67IgN0i6uD9U7q1SPVUmdSNF1uavzA9cJIcTKv3LDIBcTaRqLRCIcPHiwjUhwI7Asi1QqRSQSoVKpUK1WsW2bWCzWMS/WpkPOpy147Y8dmGHRc/ij0c0btxm3NSb9fhZ9lr9dqOj1WgevuZieYPZ6kHWaFP3Ilq+0i2EJ13bIRzKUWL9D/kyQpSFcHoldZDbs4nwwxFjYz/lGjrGgh+mFVQlSffwaGkqBFxby+Act3t89zzeAz3a9yZ5IkX8x836K4eaYGO9LH+HH9/wVKkGNPwj+knlKjDCyKWVvJ3p9n7trde5tNDhcr+MCNdvmUiLBXbUqD1cqTEQjfN11eTEapbHdHFUbQLS+SKXrEFMHP4kVeERKE6RGXyDrzREvTzLYvUq4mYlcXyLsKD5HgsscCS5TqDZZdHsoRHqYs7qYzN8H3Tbsbd1rBx6OX8Pxawg3TiOW4+jFLxCvTK37fbsbpJsc9eE65YfLxC/HybyZgS0OXovFYlc4ibquS29vL7ZtY1lWWyinif16vXAch2w2i+d5lEolarXaukKtNxVyg7TJVpLD6RpP9pb4rXMD1IPNK7zqeJTtOn3NLMUNfCxvV/R4aep2k/IWpAPpi9YZrae2fKUthK3NXV8sx2Um1v2cR4RfLfwATVysxOqJvXENEXHlIMKbxSwf6JlnsTrK06nzfLl0Byfq15/fLRfJ8GMHPskTvfdxqTbFb4z9EQMH91x3udsFWwgONhrcVa1xV7XK4PK6OBWJ8Hw2y4lkgqmuLkLLQtRqPFip8L5iiR+v1vhstca3Y1G+4bhMODsv8Dw38zqR+gLx6ize7AUs0fo+rDJzZ8wPXweiwqO/Odn6t1AgsFzK8X6WApfATSAiSXw3QeDEqaRaFpCLez/C8TO/u+444R2xQRJCGFWYqgpMFwGmo4g3mco6aR5M3Cm6VCO6TMOwqr4zpQeR9+oiVdZeS+3MxYsXV35rqagh6Aqo3lslvCfEmrZwvuZQ9stEXD3Hg46G3hTVJSPIYNW0Jrl1SqUSlmVx6NChq/oUSegyw+t4RMDJ0+YAACAASURBVEA/PvKZeDxOIpGgUChQr9dX/t+yrBV5UNugvkOabkxRYSp0/Fh+wydKlNAKtVwwqpZMZ0pR66bK7ieGFvFCiy9M9BGG9Sv+rjMdwepYmlKNOI7DXKTMoNfFecpXMEOr80M1Jcp360yDsNp/uminteXKTaxavikjuixPNWmo0JmG1LJM8rS23qDnFDtWG2bSLrBQWDBu6OUYm3iB1H6Q9R3Ox9kbr/Gt6iHtOmWKdNVxdJnMcdLtwFsOyDjUu58Ja1XTo+NUgvaovPJyCWmx2v86U6UudY5ax2g0ygtLA/yd3Bl+MvoS79Vy/N7EAWbmx1buVftMwtQP0WgUG5sfOvIR/krPEzg4fMt7hxfDU+T29KyYaNTn1fVGjTKUcmgyoarzXcqFKUu9amaXprWxsdU2qtxtac/jE+UKj9RqpITAB065Ls8m4nzXdVmUh70gILZsLms0GjxrWTybzTBQLPJRP+DphsdH8Hgb+Arwqm0RLAe8SJi+b/Jbo6YS0bVXbaP6vVBNXfJedZ71FIv0NEchAsX06jtkfdR1wfQNlfNSfZcaGS3lrVMasRwlev06NEF1wW3O/Dkz2eNc7n+S+aHH2LvQooPo5N+6IzZIu1gfBILmcBPvbg9/xIcA7DM2zrecVUfirXy/EPi+Tz6fX3eOts2Ebdt0d3eztLRErVYjDMO2Sb9l2CIT20P5MieWUpT9zZ+Gs5ESBxq9JDyXWmxrU6TczEg3omRI8LZ9edPLPh5v0XCcrm99KoYSNQIR0utcm0l7s/DiYi9/e+QMvrD59ckHCK5D7ZpyE/zSXT/J4cww71Yu8vm5vyDSe3NEqSXCkI+WSjxdKmMDr8SivBGNcjISpRKubi6uGqdrWZy1bc5GbX5XCN7f8Pg48PeA8VDwWzZsvtTeuugrnqYS72Wy+0FS9Xly1dGOz+xukG4CBE5AcV+RwoECXtrDqlrEXo0RvhliVZc3KtsQrCR36duyKTHAsqyVk2OtVjNqgjYVAYhFgX3Ahlc3p8i00+RIusa/v3B9oc4mzEZaJ65cJU5tC3xrbhUML3bhE3DOme588wZxLD5PI3S42MgxvOmlt0MgGPVmOBrft8VvujpKQYTfHD3KvJVntnl9m5mfOfyD7E8N8R+nvswb5TMADO3wMP5IGPLRYomPlErEheCVRJwvpdNMqdaJawjKLVkWX7DgTwQ8DPwE8Cuh4IVKhf+SSFDskKx1Fy1F+v7ZF6lFu7kw8AHuHPsS0cbVox87bpAsy/pt4PuAGSHEPcu//XPgU4AHnAN+UgixaFnWAeBd4PTy4y8KIT630YboyCHV31U1rM48ZSKy05m9TOR0umzvJhJAnUnPpNqWUQeqmlaFama4sHCBuZE5Fj68gIgKnBmH6AtRnHMOVmjhWu7KEUTXN6bNg1RD6wghoV01Lf2J8vk88/PzWJbFwMDAyrPyv2p71Wtd5ISqCjYR2cl7VPOKanqIx+NUKhVmZ2eJx+Mkk8m2flbfK8dNVb+rZemip9aaW4M3AtwPutDNSg5NHeGm6h+lM4vI8X2wewHbgtcWUoRhuFK39RDKybFWs42rYwYQLDNC2+GVmj6TKVlnwtZF0qn9pUKtg26s1XLVcZUypj5vIo7VybROba/OVVUu2lLXlOsMFQ/xnphgsV68or6dyANVqGMty7gzWeCi30s8lTGmo9G1Qe0HnabWlI5hrFTg/eJOjvUfpCBam2KVeFEXHWeK7NS9Sx0z3XyXZX5xqn9ZRmtX3CvbaVovZHs/OvQ4j/Xewx9OPMtMvsLerpbn7d69e1fulf1kMqvp+lxn6oR2GZFrkklupqdXN9PSzF4rl3msVOJji0t0BQFvui6fT8QZtW1Ys8ap3zedq0anVCTfAd6ORvkBIfhBr8l9XpM/iLi8GoshlvtPleNOh0jdmqfWUT0Qy9/VeqnzRIWUB1M/6qIx1Xqr65v8u9oW9b2674jJ1eOOub/kraFPcm7oQxw691+1dZdYz7bzPwCfWPPb14F7hBD3AWeAX1L+dk4I8cDyvxveHO2ihabd5OzjZ1kYWSByOUL2i1m6vtSF+567kvpiu1GtVonH4x0/FtuFVCpFd3c3vu8bqRI2C+F3Q4Qv4P7NKe/+riJV3+bdoj78/nox5LW0bIW0fjOzC9jf6CUiHN7m0qaXnXR8ht1Fzjb7O9+8SThPyz/xeOTGapGuF8PJAX7iyKc5UTrP12dfutHVuTqE4K75ef6XsXF+ZH6Bedflf0+n+FfpFGNbuE56lsUf2Da/GIty3rb5yabP35+fZ8S7cdx3NwtiQYWjc9+iFulibM/TV723owZJCPH8smZI/e1ryv++CPzwNdRTLa/t/03J5HT8FLrTsCkhqM6JzeT8qNNSqSdgHXeOem06wUoNko6uHlb5LWb2zBBEA3q+1kPlTAVv+R+1DTr6dPW9KkeGuvNWHZ8lVE4KledIllsqlWg2m8Tj8bYTvc7cpvaNeq+sr/ouNeJNlxBSl0pG/XsymaRSqdBoNNoi7FS5kf2gtlc9aar1NaYB8IDTIO4RiOcFNPUJFtV+1iUHlb89kF3i7cUkzdACxIrcqGNq0tTIk5OaZkAds3Q6zXClh6rrUV32P1JlVJVtU0JH3W/yOVNAhc5Z1pS+R6dFUetoSg6qcx7WpQ8xOeOuyJOAo/UBCm6V6ebqqVaVBV06IJM2a61j9V3pErYluCj2EI1GtQlmTZruTomf1efUdaQclJmtFbkzOsJr4ixgTlAq66v2jVquunbonlfLlWuOad3VJSU1yVA2meF/PvY3aIQNvsF3OXDwIPv2rW741LQ+co6brAQ6K4ApZYs6lrLtqiO6mtZpfHy81a5mk8+ev8DhZpNRx+HXs1nejkZa3EXL7ZOaDVMycNPaobtXxyM2Fob8Y9viCcvmJ/2Avz8/z3OxKN9wI9SXI96klktdq1UZ00UFmzRt8lrV3qhruAopT6a5qOsTVW4uX171sNJxh5k0qfJalce1Ca/zjWlGFr+7wqVkwmYYLv8m8GXl/w9alvWGZVnftCzrA5tQ/m0HgWBmzwyR+QiR2RubbkMIQRiGKwvEtofYrwPJZJJIJILjOFvqPC7eEFgxC+68vnLykSYHUnVe26KEwraw6K2lmU1cGcG2ixb6amm6/ATnU7Odb74G3J0pEgiLS35f55s3EZecWYbsbrLWzvbV0cHC4sf2fYLhxAD/7vIXqYit1QpfD4ZqNT537jzDvs/v5Lr4J/kcb8eicCP4iiyLF2ybf9CV5dlYlA82PH5pfJxDW6xVv9mxt3SSruL5q95zXRsky7L+AeADv7f80yQwIoR4EPifgP9kWZY2rMKyrJ+1LOtVy7JeNfnj3K4od5WppWokzySxbuAXznGcFXbsSCRCX1/f9pM0rgOWZa2cUk0ap03BBIhpgfXg9Y3Jg7nWyfS1ha1xds/Xk7jCZia565ytgx1a3D0/SMmpczmx0PmBa8A9mSVGg168q8cpbTouuq2DzFF7b4c7dxZcy+Hnj36W93Xfzxcmv8mJ0tU/XDcSdy0V+enzFxCWxb/s7eHFZHLF9+dGomZZ/H4yya9m0tRsm5+bmuYRQ1j8Llpnx5Gp5696zzV/7SzL+nFaztsfFsu6LCFEA1o5LoQQr1mWdQ44hib2Rwjxm8BvAhw6dEh0ynAMq+pRVZ2m8iLIj6NqXlHVbDo1nMm8oqNiN6mjdapRkyZDvld9Xk2LMTExweIHFrEaFt7bHk2/aTT96UwLpqzTqhObLn2IqsZOpVqOw/K9juOQyWQQQtBsNtvqIDVKqimgk1pYhTpWOpOUieNGfUc6nV5Jd5JMJolGo20mAtkPWlMLeq2YkQvoTYH9cRuxR+CVr3TmNNVXXkejUR7urlD2Hc5X0ziOdcW9EibnR9lnar3V/h/yuggtQanLJx5tqbFN46Az45lkzJT6QUI1pej6tFNqjfVwQEmYHPI7OXEnEgkOzuRI+VG+nnqHSr3aVpbJjC7rqM4jU4DB/u4Yd6TL/EXz8Mq7df2omjxM5l+5jqhzWWeug5ZpqOzUmRVLHI8M85Z9sY2jSx1XyUekM1+qMPEz6fitTOld1LbL+qh/z8TT/MTAJzmeGOG55nd5LzfL8dzxFYds1Ryk9o3sB9M4mOawhCr7OvOimj5kfn4ehODJiQmeGhvnQizGvx/oZ7RYhGbTaJqX7zU5w5vkTUKVC106FHX9lPfOAL8WjfK5Yom/PjfPn9ZqfDGVaus7letOmrpM3yxV9mR7VPOYOj7qvbq1RR0rnelNfUZnsjV9z3VjbXLoVuddp4DsazpuW5b1CeAXgU8LscouZllWn2VZzvL1IeAosHOPAjsQQSKgMdIgcS6B5d+YU4m6OdoO09VmQE6sLddwnQTRuD4t0v1dS7xVzBJukXawp5ykkKgR2vpotdsZiYbL/vkcU9ky05GtyQj+sZ4JHEvwin9H55u3AO+FE+yhm0/aD3NHZB+RrcqyvAlI2XE+N/j9HI0P859nn+VV/73OD90AuGHIp8+d46mxcV5Jp/g3gwOUd0iwig5V2+ZfdWX5djzG91aq/M1iEecGJ/2+GbGeMP/fB54Bei3LGgP+Ea2otRjw9eUPpwznfwr4VcuyfFr0ep8TQmyNDvsWRe1IDWxInElQY/sjkBzHIQxDLMtaSR1yM6Ber2OtYZbdEjSBE8B9IF4QG97EDsTq7Ik3+OOpoc43XwOSQZS0F2Uit2u2vgICjk/1ElghZwcXWkftTYZjCT7WM8FrxW7mbxBp45viPBmR4LA1xPHUME3hc645wWvN07xbu0hD7IxIp7yb4W/v+wy9kRz/cebLvFO9wGB6a3jBrgeJWp2/dvJdhioVnts3zBcd58b4Gm0QgWXxH9NpZlyXHyxX2Pv22/zJnXdRi95Yv9abCeuJYvurmp//neHezwOfv5aKmEwAnajA1ed0fA66VCWgp1dX1Z06c496r2rC0WUsV1XfulQk6m/SAVpYgspjFaxLFqXLpZV7TJwWahmdQu9VtaJUXR89erTtt3K5zOLiItlslt7e3ra+M/HSqJEeEuqY6CJM1DE1qcd1GabVcV0blTU+Pk4ikVihqlefk6prlYNDLUsnL1eLjLHOWTgPOQR9Ac6E0yYruogPtbz7ci2F68lqN6pFQ8qQKle6lBPq7zpz0qDfUncX8z6xWGxFra4+bzI16nhYVDmW6nz1vSZzj4RqAtf9HVb735R5Xge1jp1MKXL8981l6a4keCN7menS3ErWddUs0ClqUm3PWl4ugA8MFOmJevzb6QNEBlZlUJVHea2q/XXpVNT2mFK6rOW/kvV6iXO8LM6TLrkcs/dyNLKHO/pG8EXAOW+Cd9LnmG4WKFk1SmEVgd5cY4o2U+urixq6Wg5GG4vv3/8MT8fvQwDfSLwDh1Lcwz1tEVGyn9T26njVTOuULopNbY86lqo5Tbo8zM/P01Wv85mT7xLzfX67v58Trtu25sn3maIFdXNGXfN0pn7TmqgzW6tjZorw+mPHYSKZ4GdLZT77+uv8fyP7qCt8UtLsqZZlMiXrxlptuy6qWf1eqP7GuvQtJq402R51/EwpTGTd1P5STYIqOpEe7zyP29sYXrcHabD/cvtZUev1OouLi8Tj8Ss2Rzsd1WqVIAi2LcJOjAmEEARDrQ3SRpCPtBaFqUYCtkBDmAhbi1x9N71IG3qLCQ5N5RiNL3A+Odf5gWvED+1bYLYZ541yH4euP0frdUFYgtFwltFwlmf9N+mqxrk7vp+7Ygc43vPMyn1N4VMIyiyGZRaDMgthiaJVImpFcBI2cTtKzIoQs6PE7SgCwddLrzIfbFxLuT82wGf7P8zeWB/vNcf5Su0V0ulc5wdvANwg4DPvnSUahvw/e4aYjG5DuoItwiuRCHb/AH9jdJTPXbjICyP7mR3YPo6umxW7G6QdhEbfMvfP2PZukIQQzM/PE4lE6O7uvqk2R7B6Euykddg0NIAZCIY2nuYk7fgEAurh1oxxVLgEdoi4uYZwS5GpRrlztJdiwuPVrktbRn2wP9XgkZ4qvz9zFLED+RVG/RlGyzN8pfwKyWaEHreL/niebidL3snQE+liv9tPzI6CcrAOREgj9GiETRrCI+dm6I5m+Y2ZPyZkfX5uCTvGp/vez/ty91MMyvxh5XlON1u5sNLswA2SEHz84kUGqlX+4PgxJg1anZsJY8kE/+bgAX7i8iiPvvIKf/Z933ujq7TjsSM2SI7jGAkdVdWkVJ2ZUiFINZqqSdA9r/5uUhWqkCpCEzGVCll3UyoS+RHX0agvDC5gFSxiQQyiq2Woz5v6RkfrrvaTqrqWpILyt1KphO/7DA4OEolEtBEqpgg+ea32udqPahTN2vQk0G7e6BRRY0K1WiUWixmjvmTdTeaRTtBF5YUTIeG9IalMqk1Na8pWLdsZizUo+y61Wt2YbkH3m44gVBc1lqjF8J1V4kkpI6boEp06f22EoIRUwZvU77poMpOpUhclaiKS7EQwqTMTSjNIpGFz7GKKuu3zQvc5zp1bjRlRo0d10BEyqu9XN+SpVIrPHpqjGVq8Gt5FV1e8LTO5Ov9kn5gCCnQmTBMZnwp5sNGlPYH2uej7Pk1g2q0xTQ1YTp8hIEYEx7do4jO7NI+/nK1Z9sc9sYP8aO6DfLj7Eb5dP9ExMOKT8Ud5MHoEgNeCs3wnfJeefb0c4hAAvb29K/fqzO8m05FOdtUxUQ968l51HuiiFKHl8vDgzAz3zs3z5WyWb9dqbSY4dXx03xxdHU2mSnV+mdYvCR1xqckcp0tnUigUKADfiUX5/lKZ2vw8zUiEoaGWP6Q6j9S+05neTCS26ljKvpERk2COQJffYZMs6dZrU7S0lAFVFkwRv52sDrsZ7nYIBIJadw1ncnsjIzzPo9lsks/nO4bk71SkUikajYZxsdgSTAAu+N0bM2WlXZ+yv3VjHBUOvrMbrQIQrdscfTeDI2xe6r+I52xdYuO4HfCx/nmen8tTCncemeq6YUHDalK0qtQsb2VzpOKdxgVOepd4OnE/fY5Z+2Nh8VTs3pXN0X+u/gXfDN6myc42/+4pl/nopcucjMf5ateNcbTfSoy5rXW+R+M/uot27AgNkmVZRidjHaeRybFanuTVXaEuaSl0dvBTd8iyDJ3TH7Q7gMl2mHhA5G5erVcYhjSyDcJISGQiYkwmerVydbxOaj+op1l5ahFCUK1WcRyHfD6vTeoqyzA55uqcH1Woz8ny1VOCydlW54BsSrqYyWSYnJxkaWmpLRWBhOwztV/LBgI12V6d86ta93A+pEoVf8gHJSuDiYdKOl8nB5qUmjaNRkM7lp24PWD1BKTOjZXUHkTx3dV7dSkjTBtJHUeXSWMioW6qde9Sn1HbE9X4c+hSlYA+eafJKVbWPZiocmxsEFvAn9mvMTnbSregao103EYmSLkwabY+c7BM2g14rnyY3uHWKdrEEdXJ4VTtM6n1MSXV1mkVTGk+VHRKsC37Rte3AC+6ZzkgBvmhrqf4gvMSoSXa+mZvzyCPLR1i0OtiLLPIyb4ZcvYQA7EDQPu6a+IC0iUeViH7QV3ndJw9oB9jtT0yUCbhefzo6TMs2ja/7jpUlgM7TBYDnRO9zmqh9qMprcz+/fuBdrlSkw1PTU2tXJvW27X1gtV+knW8uGwWTc3OUopEVvrcFGCiSy5uSgSrSxNmcn1Qv0nyOd2aqZah9p1aB1UG5HtNbVDnhMl5W2JXg7RDUOtpTVZ7cvuGpNFoEIYhyWTypvM7UuG6LtlslnK53DHqcbNgV22ckoPXtzGtVdoNtlSDFAltAuf25j/KTNs8fHkPgS14Zf84k1ZhS9+XjzT50f5zvFXu5nRtB/rTbAHqlsfz1gn66eJBcajtb30iy0fm76LPy/Bq5iLvDEzfFJxclhD8lXdPkQpD/l1fL5WbeE28GhZtm5rr0qc50OyiHbsbpB2CWk8Nt+pil7d3g7TW/+tmRT6fJwxDrRZjqxCbidHoayDW6agK27FB2riJzRLgBjZR3yHRdEl5UbKNGLl6gnwlTk85QapxE0TwCEHPRYfhd6KU4g1e2T9GNbb1nD+fOzRG1Ar4t5N3cjslvztvTXOGCR4KD9EjWj6Vd4phflA8jgU8132KC1sYMbjZePzSZUaWlvjDfJ7xmzhirSMsi5l0ir7y7gapE3bEl9FxHKMqWEctrqpGTZwuur+r11JjoqrB1b/rHMFVLYvJuXutc+zae3XqRq/pUe2pkphOtG1WdPea0o7onlEdO6UjHrTUumEY4nkeXV1dVziq6UyC6rt02ajXwwUky+2YaZ1VE5jJ4XStxisej+M4DpVKhUQioVUBqzJmov6X9TGp6ttUuc0oIiqoNCs4/pUyorZzJb2EG1BstN6jU8sb36Us2NKUrMquvDcSOjSdxko55XIZJ7SJew4JP0LCj2BVYqTCKMkgRiKIkBQx7HV82M/FZ3grNUY0q3fI13E1rcd8peOS0aXbUMtdm6okUhT0vA3xQoSZfJWveq8STLVkdnR0dOVenXOpKrs6zjJYlRF1THp6ergnNc9HBxb4WuMB3IE72MdqGgd1fHQaWlPqFZ052+R8bOKCkVD7UQ0mkGOlyrnKUSPrIAM6QD/vT4ez7Jvp5SPcTynlMVLKMxsvM3lfQE9kDz3og2ZUE7d6rfaDziSvc4kwpa/QjZ861yUPFsD8xYs8ODrGG6kkX216UPDa5MKUfkftPwmdOU0dv4GBVf6HgwcPrlzLdE9qHdUDn258Tdx9ah1k/6t9NxGN8sjSHNVymUKhcEX5Jn4l+bvpXhW675P6HdLNCVPaINk2U/CTrg7qXFf7X71Wg6V02BEbpNsdYSwkjIfECjECjVPkVkDmLtsu7qCthmVZxGIx6vX6VX24NgsiJageqZK4kFjZHK0HaTegtEUaJEuAG9p0laLcdb6bmOcS9QaJhO3vCwmp2h5Vx2PKWaRiNWhYTYRjERDihU0CQgJCQksQWCEjfi931/cy3MhzypplLL24M5QlTUH+pCB7AUIXzuwrMNNdJTi39TLgWiE/PfQuU16CZxv3b/n7diI8O+Dl1HmeLt9BvpTibNccp/Mz7InsudFV2xDeXywRE4Kv53JwQ5KnC+LxeZpNvaJgszGTSBARgp761X2ZbnfsbpB2AILYckh03dmWDZIQLYfKeDy+oXD6nY5YLEa1Wt1QCP+1Inw8BAvSb6XbOGOuBscKSbqCcnPrTGy1iE+s2ZrW9ajPXKxOzW1Sc5vU3SY112eusrDCk6SesnSUDvKUN+sUGU8v8nDpAPfP7WFfKcfJnimqke3Z0F+BUBAb80m96eHUoDQChTtgZubKE/1W4VM9F9kbq/K/XXqIZv72XUrHowVeTp6DTITZ5M2XPT4SBHygWOSdZIKpbTatpVJlhofHGR4eJ5Wu4vsxLl18mJmZY2zlCWR6Was+UKuxMxLP7EzsiFm99sRvimqQ6lOV6l1V0+kiqkzZf+W9uhQA0K6yk9em6B4VsgxTyLxUC7Zxe7jLIlrTqx1NvDOqSly208TxoEZLyLD4ZDK5cr9aH7Wdus2Gbkx0KSlAb0Lr1DfqvTr1rmzD2jrKZySz9lqocmHqUx1n0to+FTmBuFuQu5Sj2+luM2PoUpzId2fdVj0L9fCKKDbZThO3hxrxIU036r0yOuvPehZo+qt9Xi6XodHet2rbpHpdhcl8PBuZ5W1O81j2br6ncZj3Txxizi1zNjHNaGyBeGo1IkTHB6YznwBaGVRlu20+V31SlwSpiwGRmkUjIzh1Z4Fy2ocCjI2NATAxMbHyjCoLqulBlrsenp216V2G4h4/3Heelyt7OBOOcFSJnpSRZybuIlmuKau7CjnWqgyazD06twGTSUL3m8kMIaHjxJL1CZff30v8ir+r0NVR7X+dWVptg878ZIp+VftUyryUD1iNCvtIrUYqDPmCbVMoFLRrgK4NsLoOqfNEZ+pSTUv33HOAwaFRhoYuk8udQAgol4eZnnqCTPY0h498h/6Bs1y88KRxPdeZSE1yrou0m7BtfMuit1zm7HI/qu1V36VLiWOaM+r46Hj8TK40urQyKuScMaUi0UW6qmV1Solkwo7YIN3uCGPLC4G3PdocKdC3inlNwnEcbNvWki5uJsInQvCh50zPhp5LL2+QSs0tHOdtMHu9505yyZnlaDDIXeE+Hi8d5oHyCGPeIpfTBSru5vNRRRZCUucCEuMhVgi1Hli4Q1AZgPL8dvPqCP7u8QkCbP7T/L3b/O5dbCYcIfhYrc4px+HcFgerDAxWefTRGfbvfwfbFhSLXUxMPMli4Ri+nyYWi7G4eD+u+yoj+1/mnnv/mGh0mHfeOYTvb27dAttmNhZjsF7n7KaWfGthR2yQLMvSOgZD+0lSajZMTNpyN21y/NVxuqinRN3pUr3HtGtWIe8xJQeV5bY5E0ZbbbdrttbR1QSdg57qdKZer+WjkT47Oo2VWjd5bXJQ12mFTAmCZd+o5ZvoBXTOgLoEmWp58gTked4Kr4n6u4lDysTxpMUAiOMC+2WbhEhAxHzaUjE7O4sdtQgF3Ncb8OdzcaMWS9de9R2y7aom1cQQrDuFq46fqgZJxxel6385pqOM807fKHvsPHcGwxwq9nGk2EfVbjAfqzAXLdPsc1uRZFa7VkHn8KtCbY97ocGe00kCRzA74DE32KASXe6vAm1jLXljTMmk1d91vmomx085L1OpFN83MMX7+kr8UfVRRGaIHLTxb0ltrcpcrcqrHDeTtkrtc52Wy3Ry1sG0ZumSausSwZq4nNTfdQ75pkTa8n2mwBW1XCmbJo4hnRZfHV/VCVuyOU9OTq78Vi6X+VAoyAvBbyh8QPIdpgAfHbeXOj/Va+mQfddd/Tz5vj8nCGzm5x5icfE4jUYvkUgExwHHkWuhxcLCcZaW9jO87xWOHT/F8L4Zvvxn/NaFRQAAIABJREFUj7W1U75DrZfadl3frLWmzEUiDCgEu+paoFocdDxHpjFRIeXClBFAtQKs8LgZghF03GG6ZLYqdBo3tQ1gtgStPHfVv+5iW7DdGqQwDHFd96bmPjLBsqwt5UIKngygBs7rDhzY2LNzXowvjOb54ZEF/nQ8x4n5W8D/y4IJp8CEU6Av0c1eL09fM0N/I8u+WjcsQdMJODtYoN7Vubi1cOowfC5OJeNz7p4KgeTTuUFkzI/kCvzcgQu8uJDnm9adN6YSu9gU2ELw/UJwHnjL3rq10LZD7n/gZUDw0ovP0NNzvOMzQRDn0sUPsLhY5siRccQWJFe0AHELfgM2E7fACn3zI4yFWE0LK9weYQ3D8JZyzt4uOAccxH6B86qD5V3bWP3Ge/0seQ5/765JrA3wJ90MqDkeZxPTvJA9y5cH3uGr/Sc4tXeOaqzJHeM95OY2mMpGQP8JGzu0uHy0Rrh1vu3rwuF0jV8+eoYL1RT/x9mjiN3l86bFYd/nn4aCvcDnbQu2cKPw+OMT5HIF3nn7YWq1dUZ0LCOfL7GwkCEINl/4HSEIdvdHV8WO0CAJIdrMH6qqcL08E7CqfltPAlSditKkepP3mDQTOjOSqnZUnd9k3daa2Oy6fYWqUmcCUNuuqkHls6pjqHqt3lsul4lGo20mBBOfhmyPyZld1lFVz6vXqqpdZ+4xtU2+w+QnpRuLeDxOGIbU6/U2udCpXztxyegcHqMfi2KVLaIno1iupW2P6kytqqalDIyPB/zW5f384tHzfHp4kf96KdvWHlMaCZ1jbtEQjqwzsXXqD/Uek2lBp+ZW/65LHVAeaHAqY/P+5hH2n0lRbc5TyDa0Jtu1CT/zUy6p2QRnBuaZrBehvmpmV+ugpg+RbVf7y3Qt667Kszru6juGMjb/9P6L1EWE/2v6cZK5eJtZTZeseT3JrSVUc4EuzYoqF6oZSr1XyospCauOk8yUOkW2TTWDqDKk9pMsVx1T9Vqtg7w2rTc66CItYbXtqql5cTk1CLSb02QZaSH44XqdZ7wm88C/cGxesW3U7YeOc0fHdadeq+bHvr6+lesHHoD7H5hlZvoewvAB+vra+0bHhSX/a1k+3d1FTp/ai+/7Wk44k5mpU9LfxcVFgmaTZhiuJOI1fQ86cYep6GQeNvHayWt1Hulk29RGHW+dauJWy9IF5ZiwewTaAQgjLQ3SdsDzPDzPu2kT03aCXHw223xoDVjYwzbuay7WdR67np3t5btLGf6HuwvkozcoTH4bEdgh3+4+SzXe5I4LPWTLnUOpI3WLPefilLt8xrpvBC/NKuJOyK/de56MG/DPxx+l4N9awQ23Cx6v1/m1UpkPeE2+EovyP7oOL22hJj2dbnD//W+wuNjF2Njj1/D8LI4jmJm5Btv0OmAjtol17+bF7gZpB8BqWojI1ptbGo0G5XKZeDy+wvZ7q0FqCDabLNLKtDZF9uxmTBmLXz9/gKQb8nfvXuh8+y0A3w555/A8jajPXed7SFwtpY6A4TOtTcjosfoNJaS0EPzKvRMczdT4xyf3c6mxNR+rXWwdbCH4b0pl/mapzJRt8yuZNP8lkaC+hWY12w750IfPgiV4/fVHEWLjJrJMZhqAmZlshzuvDY6AcNcH6arYESY23/fbMhWbuB06haXriO50pHewqoZT1dFq+bpIBZNZ5mopMEz3ttH+N10a8Qau62rVmTpV5Nr6SqhqRTWKzfM8KpUK0WiUI0eO4DiOMd2GLoqtU9ZjFSYTjA46tT8oqTMMmi4d34nneSsM4ep7ZZ+qqnj176pqWfbf2gzWYXdISEg8jOPEW+Opi3jTmRRhVZ5kuRPNLL93Ps9PHCnwpfEcLy4nKTY9r5ppZX11HGDQbqLWZUQ35d6T/ahL56DWx8QzptZRx3cSiUT4Vs8i758+zKG3U7xzbJ5awscKwfVtqrMNIr5NvhQjsxjnRP8040vFtig1GWljymauy2ivzhNdWgqTSTiRSPC3Do3xzGCJ3548znv2CAf37tW2UWdC080j9R2qqUyVJXXeyrqbTHDq/NC5Dajt0a11quzrTOc6k8nad+jepcqgTqbVskxrqewfU5RUp1QjjUaDeBjyU0tF7vE8vhKL8ZX+PoRlkV3TNtU0p0ufpNZBHTdpipRpQqDFeXT06Bv091c4deoZ4rHhjrx5sDo+8v3p9CSFQhLPi1zRTnnvelI8yf5Vn5+dnSXwfZpYKybqvYpsq+OgzmtZhi6qdi2kzOq+pWufk3Kofr/UdUj+3ZTmpVM+UfVd6vxR3QJ02BEbpNsddsNGRARiizJeRyIRyuX/n703D48jve87P1XV1QfQQDdugARIADyHMyTnPnXLsi5HtmM7TuxNdiNv7MTO7jqbddbxZte5d/MkcR7nsHfjI3E2ji0r3lgZW7Kk0UgaHaM5ORfJ4U3ivo8G0Fd1Ve0fwNv4dfN92TzQAMjpr5552GpUv/WeVe/7O77fVWKxGKlUqnYq+12MMAzrk5238Tyw81tndP3NCx18/54VfvH4DD861UOpDpkquw35SIkXu6/w0ckjPHS2y3jdTPMq46mdc63ZhPzsgTF+rH+GPxrv5IuLA7V/1MCuQpvv83NLS/SVfH6nKcE3YzFatsFi0tk1zr795xkdOcTC/OBtlhLQ0jrDpUvmNXKncKDBol0DjQ3SLoBT2GDXjm59eno0GsV1XRKJBC0tLfdkar9EvTZIYSJcTy3fwvTyQmDzz0538yuPTfAXD63w787Xx5S+27DmFrk8sMzwaIqZ9iz5mI8XCSjaJbxIgOf4zIcrO+ZaSzgBf/fEGB/oXuUPx7r4tUv9tHXc2+vmXkNHLsfPLiwSDUP+dTrFm9v03GtuznPs2CkymTYuXDjJ7XLxNicXiURKzNYp/gjWN0iNGKQbY9dskKT5V5F6gZksT0GaVHWEgCYae10GizSZ68yVtUjKZHmmzBllvZGm7Zi34X5pjRDObF6rXEO67LvquqvypPlXuvHa29vLGwfVdlM0fy1TuvxO9fXNZFOo+prIO3XfmwhE5XxRrrP5+Xmi0ShBEFRkeCnzqylbSfap6sdqNeuwKcTP+wT+9ZkTJheNru8qxj0W4+XlGC/MrPLX7lvmuckWri1fLxEAelVvOc9lG3SZWibJFl02Si0SR7kBNbm6dNmP8r6n2jxO9YnyfMivbfajHD/5PFD9YFKx160vk/yEznUz3Bnn7x09x1DTGr8z+wBfzQ/Rt3fT/SAzlOSclyZ+1X8myST1O5NEjXQBqGtNWVQSaixMxHy6+lZnDiqo/jetZZ0Mh8n9Ia9V9zWFK+hII+V3sixFBCmzGHO5HM1eiR+7dAnLgn/V18dUNEpk43emLCpdhp4pPEC6gZRrbf/+/ViWz4mTX8a2LcZGP0V7e0qbsWt6/snnYzq13rbJyaS2PurdcDMkt2qMZZ8vLS2BG6UQhmW39c2Qkeqkskx1UJ91sifV5er+Luemrg907mWonT1neibp0AjS3gVwiusTyd/ijCZT2u29jHoRRYaJECtXnz781XN9BMA/fWyGhFM/kssGboxDySy/evxt9sRz/N1zR/nq8tBOV6mBW0QkCPiJa9doLpX4zZ6ebRWfHRx8g9bWeUaufZhi8c4sP62tM+TzSbLZm9cNu1XE2TG+1bsGu8KCpGQvFOQutBYfUa0TuyxLnqzV73QSD6A/XZj4e3Tfm6jNVTsrduVig6STOpAn0VpBz9UU/p7n4ft+hayITvivFveNDHDWifaaJEF0p2RTYLa8b60sNB0HRqFQIBaLkclkKk6aqt0mK1etwPgwDAniAeT0QZG1xDZN5aoT8gpN/PJb/fyTh0b5p09n+Nun9hJi3ugpa4ScKyZeGR3HkEnsVDfPpTVDVx8TV4y61iT9oBPJlTAFONcKhlZt1wUcQ6WFVY7FY6k5/pfBi2TDGP948n2MxlIM7NlT/rvK+pRWWZO4q26e66w6OhHQ6rqr7+VYy/mqs4KZpG90nEimdaDja5P10j03TWtZ9oNai7LvTYHiuvko17WyLKogfisM+aErV9iby/HvOjsY04yPSZRbl7RhCvSXwrPKgtTfv0D/wBnm5o6Tzx9D3Vq1x2Rx0XsqSrS0TrG4uNf4vFdlVD+nFOR80cl45BcW2GNZfN0vXSexApXzRn5W80Gua5M1V/cMl+tHjrsqo9b7wOTF0VlHTdaom5EMU2hYkHYByhuk+NZ7hNWiM20E7yW4rksQBMaslztCE3WzIAF8Z7aFf/luDx/uXeXnjszW7T4NXI8f6Brjl4ZPM5Zv4u9NfJBRr5HKfzfiIzMzPJzN8Ww6xVsGTcR6IBZbY2Dfc+RynUxOPHPH5SUSGaLRAsvL3VtQOz2O2Da2ZXGmjrJM9wIaG6RdAKfg4OQd8ul87YtvEWqDpLOS3AsIwxDf98vWo1ongtu6RyyENDBX89I7wh+MtPP5a2n+4vACP9i/VPsHDdwxHkgu8dMDl3hluYNfuvAgy36DBPJuxP61NT40O8d3m5t5XtAk1BuWFXDs/u9iWQHXrn6CMLxzp0xLy/qDZiVTvwy2Y7ZNEIaca2yQbohd4WIDc5CiNPHqVLB1kgXVAbYKOneAiUdCfq/Mfya+DglVB3lfXfCc/Hs+lyc6GyXbniXF5ulVZyrU3Qs2TY86dwOsB122trZWcATJ4Ff5Wbo/VLCmDDLVmaOl6dQkT6CCG00uVPlZFzMlTcGzs7N4nkexWCz3Q6lUYmFhgWKxqA3olpYlWb4umFb2beKB9fkYjoYVLkP1WRcgWH2/6j6ohuqTX78SZSDp87fun2Iy5/LyvFm7SZq5a/GAyPaaZGNuVC8JU1CmzmV7My5UNYdMLildn5rc3ToXm8l95boRPjvwBgt+E7+b/wgdvRG6uzdP7fKzGmOTarssV7kkTOtWjYWpDboAZtnPJr4bVQfZXgld/8p+1gVWy743zbFqiYzqe+m4bUzPcDmH1PfyO/lsUq612clJfmZpmTnb5rfCgMJG0LZuDphkWHTB27LekiPowQc7SKXniboFurpfIpWaY2L8U1hWD7GY/r7Sgi/nvu75F4tPUyo5zM5GKta47FP1jDW5nHTubumevM+yuRIErPg+6Y15bEoakFB1uBmXlSpDvs+l5FWt55DusGvyDuikeEzB8HIO1PI23FUWpEKhwNLSEmtra2SzWfL5PMViEd/3t5w5ebsRnYniN/v4zfVxsxWLRWPG0d2EhYUFrly5wurqKsVisWIzPDk5WR9XYj/r0YyTtS68c/ihxd87Pci1bJz/86FxhpJ3/5jtVjyRnOJgYplnV4/j7Z6zYgO3iI/m8vT7Pr/f3Eyh7skoIQ89/B2OHTvFwUNnSCYnmJ5+iJWV+7bsDqnWJVYyaerFc2GFIfc5DmeCRpJ/Ldw1G6RSqUQ2m8W2bRzHwbKssmtFbZbuZsRm108apZ6tzyuwLAvLsiqsRHcrpBBhe3t7Betw3dAPTLFtpCFZ3+EX3xom71v8yiOjtEcbuSZbDYeAH+86x0ghyfdygztdnQZuE62FAp/JZnkj6vJmrP4Za83NHvF4jvPnH+CrX/mzvP3Wf8/kxFNbeIeAltYlljM3Zni+E+wNQ5otizP1iNW8x7Arjk3Vpmhpbstms4RhWHb1qE2RvFa5jYIgwLIsoytMun6U2c9Ey2/KDtDVUZqIa5kF1T2qTb1hLsQqWmTbsxTeKFTUoZbECmyawmWskdwQdXR0sLq6SjQaLZseJyYmyn+/dOlS+bPMNlImXmnmlqZY1acminhZB3WNNLmaXDDKlC7N4IVCoTy2a2trFZ+ry9JxZMh5Y5KfuM5VGYV4T5zgxQC/6FdkdKh+kN/JuSLHQtVHmph1mTzquzzwv75Z4N88epl/9ug4P/VCD4XArriH67o4Vkg66tObdGiLlmhzS3Q1QZvrkY6WaIv6pF0P17EohTZeaFOS/+GUPwe2ix/aXMi18OpqHz62VoLG5B6RJm11rexzkyq7GgsTX5HOlSzHT95Xl52qyxr6aPsofdEs/2LmKXr7Nt0ne0TmWltbW/mzGj+Tq0v3vSm7R8GUnSf7VM0xKYkgyzLxFOnqqHuOyDHRudN0mb/V3yvoOIyq66Wz8JrmkBo3yXM0Oblpxp2amuJTs+tutt+2bNbW1irmjU6C5GY42NShS7rVjh49CkBn5ygA8dgJ9u/fnCsmTiVVB9lfpuf5utrBPJGIz+JCC57nGbOhy+44g4xHdXgFbMqpPGE74Lqcs2xc16Wnp+e6ektXpknaRgc57rrnve4dLMs1ZRaqzzezZnSuYNM8N7mjy2Xd8K87jCAI8DyPQqFwQ26bMAyxbbt+MhPbACu0iExH8PbWh/xdplGaYh/uBkQiESKRCL7va+Njtvx+AxEs2yIY2f5gxnMrTfz9dwb4hydG+NUnp7m84tIe9WmPqf8CUlEfWzPlvcBi0YuwXIqy7LkQRnCtkIgVkLBLuHZIhADXDnCsENcKcK2AqO3ziVTAcinK1zP7+dPZHua8m9fhuxsQt0v8WPcl3s138laul8GdrlADt4XeosfJXI7PRyLM6RZBHdDaukAY2hQK9QmgjifWD6dLS/WzIN1n2yyGIVPc3WEp24Fdt0EKw5B8Ps/KykpFgFo8Hr+hG+1uj0EC1jdIj3qE8RArv7ULPpvNljcXdzsSiQQrKysEQVD3zV5kMEIYhITjOzO/XphN8a/O9/Gzhya5L1VgoeiwkLe5vOJyatFloeCwUIiwGiZY9CIsFiKsWU2s+Q5glU9mJpb4ahZji5Cj7gQfbb3KZ9ou8GfaLvDaShdfXhjglUIz4U7pf2whPtN5jVTE41dnH2DH9EwauGM8s7qKBzwX2T5tyZbWeQqFTsLwxpaU20VTYpJSyWF19Xqx563CfZbFu43stZvCrnhbBkHA/Pw8sG5mVNlq1YRr6uUuTafKBaM0x3K5XMULQL4YdNalWiZD0Kuc1yKCNNHuq+915l133iVHDnuvjXPNKd/DRPuuy9TSZf21traukx0GAUtLS+VrxsbGytdeu3at/FmatHVSIrLt6u/yvnIjKzMnVN0V6V51ubJ/VRk6k7wqR1kOdTT0ctyVSVvKV+jqJe9bzpbqt9flX4rXX6vcYqbxkd/rKO11ZG4S6oDwhek9/N7l1vLmRPW5bGPZtO2sm7HV+VO5C0wZKjor3EzYye9xgj/NrnDce50PtVzl8dZZJnoTfGmuj6/N97Lqu9e1S+cWky5WOZbyd2p8ZB+YyAN1MM296vIB9nfE+UznCK9m+8l33E8fldlq0q2mlNqr66agc53Dpjlf1lsncWIiU5TrSyeTY5JfUv1wM4kKtdxxai2annm6bCXpPpFlyXWn2i7bY5KiUGt0dHS0/J16TkWDgL+8usorURcvkVBa0kaZKd27wxQ2oNysQ0ObTOq9vb1YVolUaolc9v7r5oMpG1c9+02yGJXvpFVS6XcZH+sin79eLkP2qc4gIOejNC5US3CV3Cgx1yWdXB8vNc/l702uLl2mpAyvkHNAN3dN0h7qfiaaFjVuJqkR0xxS0MkvgV5qSWLX+VpKpRKWZZFMJonH4+WA7FooFosEQUA0Gr1r1eqLg0XwwVrYulOtEqpVgdr3AmzbLm+M6m459MCK7Hy/7YTlZjFs4Q8Xj/E3Rj7Or888ymLJ5af6L/ObD7zEieSNmbB3K36g5QwRy+e/ZI7vdFUauAM8lMmQAJ6vEUOyFYhEPLq6v83BQ7+B4xTI5+sjQdPZ9Qa27XH2bH0lbk77PkeCAOse8LrUG7vCggSULUilUokgCMpWDLmz7+3tBSpPpVNTU+XPKysruK5LU1MTjuPgeZ5RTqPWi1XHNWIK6NLR8Zuo5RWqg/pKLSXyh/JEz0Zp8pogri9L7sB1vE3VJ7d9+/bh+z6Tk5PlNs/OrjM1y4BH2ae6HbYpaF393cSTpAvMlacvmYWmkzIw8QrZtl1mzVb3M3GGqD6TG2fTZrFaOiWcDbGOWqTaU1iBVVF31Q+yjiYriI7/SDfHTEKjOnkJ2R65TnS8I6bTvYSqr+4EdolevjPVx77oMn+1+3X+j4Pv8M9HT/LaSud19QJ9kLaJo0tnpTRBtyZ0livZHwMDA1iE3O+O8sHkZd5yH6H90GPlvpHXmqx+usBakzVCJ4sgx1J9L+9rksDQuUhNJ3LduJqC3dU8M3EqqWtNAdS6Q6hcfyZBY10Au5ybOjHa6enp8nf5fB7CkCcXlxiJOIzEYjQbAvYldDJVckyk5XB4eBhYnzetrefp7fsmkUiOTOYAiwvHyeX2Aev1VPNCjkMtUl5d0oBl5ejoeIu5uf1cu+YB6wcQ2XfSE6FLnjFZDqsTQN61LD4FHG9NMR51y3+vZb2Bzbkng7F1Yt8SJt47Wa7ydpgsZuqzySOkm48mK5hErRCNXbNBUgjD8I6sAp7n4XkeruvelPtst2D1wVUs3yL+xtYx+abTaeLxOBMTE/dEjJaEWhz1bpc/7YMNYVuINb/zlqSdxkgxxS9ffZT/bf/r/MK+N/jV0Qd4MdNbhzuFfKR9ms90j3Et38KrK528udJBNri1R1ar4/GR2Ds8E3uXTmeVZSvFi9EP1KG+DWwX+jyPPZ7Hf0w2Q92s4iE9Pd+ms+s1stkeRq59hnx+PdurHmGPyZYXiUQ8RkdOUG/CtdMbz8wDxQLj0bvnHbkT2FUbpCAIbvjCK1Jk3BrHi3i0+W1EQ70/8043WdsNr92jMFig+a1m7NzWrD7Xdeno6GBtbY3V1dWKU1oDN49geoMluCPAnt91Hukdwaof5e9ffZRf3Pc6Pz/wNvFxn68v7a39w5tE2vX4n4cv8mR6nqu5Zh5tnePD7VOUQoszq2leXenklaV2Josmva2Qw00ZPtU9wfvbZonaIRe8Hp7NPcJS7/sIrLvTBd/AOg5uWFVOG+JZ7hwhDxw/RWfXNRbmjzM5+SHqGY1iWTmSyZeZm9tHNttGvTdIs8CC43CgUOSF+sWC3xPYNRuk6sBrZWqT/B9n42f5hv8NSK+nxZ8ITzC4OFj+ezU/S7VrS2faNJn0JJQlymSR0klVmMx/yv0hzZLZR7LYBZuOyx1kI5tmVAXZN6ZA1+rstKGhISzL4urVqxQKhTItP2yark2mYB0dvInjRLVdx1kBlX2uXHtSDVteK11DurGQweP5fL7sRlVmaJNKvS4QzxRcrO5b/vsK4IO7x6V1urViLHUBmNKVpqPSl9/pTMjyu87OTfeVjs7fFOQr55YySZsCGquz2KDSrK+TVlH3+pWZZ/jZju/yc/1niIRF/sv4ZuqzKleOqcmtKZMxnmpb4H8avkSTE/A7U4f5k/n9uBGHQ4klHmqe4eHkDJ/dc4HP7oGJYjOnVrt5I9fL+Vw7jhXwdGuWj7ZeYSi2TD50edk7ykj3x1iIrJ/++0SfqvvqVMWr+0Fda+I80ymHm2Ihdf0gr9UFy1Zn9N4IFc+WKh6x6nvIua9LNtAFn8u/g17KwuSOUwc1Ew+ZrKPqX/n7pqYmDi8usRSJsJpIELMsI09PrWBc6VaTAdknToyzt/8a83NPMj//DK5rGeVBdN/p6iDbWP2s7Ox8G9sucPqdfSwvLxjH7EaB19WQ61aHy9EYh3M5Io4j3Hyb89LUHjVHTM8xXbC6aZ3o+tSk9qB798rnmCnZR8FUri75ouIeN/zrNqHa2mPiPFoNV4kR45P+J3nBfoFJa5JBDYuJbdtYlnVD7qTdgoXmBfK9edrebMMubc0pJZVK0d3dzeTk5D0hL7KjCCCyHKGUarBZV6MYRviHlx7gF4bO8jMDF4mGBT430X9bZTVHfP7mgYt8rGuWi2vN/JvJk4wV1h/yATbncu2cy7Xz+3NH6XKz5c3S96ev8en2K2T9CCHQ7JQYLbbwn3NP85p3gAJRhjc2Rw3cAwhDBnNZLjc11cW91t6xzJ69rzE/f5D5+WfYDhqIQnH9UNXcnGV5uX78RxKX4zEeXVujs0YW13sdu2KDpBMo1CFPngQJhhjiNV7D3y7thzohJORi30WcrEPLpa2RzLAsiwMHDpDL5SoC2O9FbBcxaGQ5QrG7Dhpv9wBKoc0/uXyMnx98l7+8b5Qmx+ffje67pTIebl/jfz8+QXe8xO+O7eX3xvtJ3OAEPOs18ZWlQb6yNEjMKnGyZYGHmmZwrIBvrg5yPt9OZ2f9lNAb2Dl0eB6tJZ8rCZN79fZhWQGPPXYOz2ti5Nr7aW7enpjDlcw+CoVWBoeuMjGxp/YPtgB7i0UCGixgtbArNkhKIkSZ6qSLpyXVwiuRV5i0JgkISNgJXNvFD3wiRLSuAxXL5LpuxeZLUgbUUsnWyQSYTIk6l4X8vS7DKwgCZlOzLDcv032qm5gTA6fSVKjqbsoC0LkM+/r6aGpq4u2339byRcGmuVGWVYuDRrrVZB1VuSZOGAl1X1kXUx11Mh7ShL+0tEQsFsNxHG0ddFlBtbKo4HrOLYDocpT8UB5ievV0k6q77Kda1BPqWpPVU+euM3FiyTJUuTeTIaYrS0KtS5l5qNr1H1aeocjL/PjecTqb4OWFFMsllwk3YNlzWClFrjOJR+2An9o/xo/snWYsF+fvXH6YC7kU8eZK94ecA6qMClmE2H08r+qTcjhA5e8HBga0Zal+MvWjnG9q7ujqApXjo9xIso66DFpddld1uWXpGfEMURk/UDmu6rNp/HTZtHLd60hkZR+Y5pjOzS6he6aZ6qWbu7Jv92702WhLkoRVyQtWXZaEWqOyjfI909fXR0fnKG1tq4yPfZJ4PH1TWcu67FOdm0n+Rj7z1iWTPPK5CJ2dC6ytzRmv1bVH9+ySf5d1UP14zPN4ZmWVF9rbWGlpQa1m6ckxcS6p701cdzoJoFrvLNhcK7LPdaEa1e5WHdS1st665+eNylDYFRukG3H0ZMnySuSV9f8TwJAzBCGkSHGWs7gx98uNAAAgAElEQVTtLg8uPIhVtRdWOjay3FKptGsy25T1qCnfROvo9Sngt4uenh6WlpZYXFy8pZfi3YjtsiC5S+tzxkvXRwbmXkCIxb+duI+cH+EHu67x0baJ667JeA7LnsNSMUJvwqMrtt6fX5jq5bdH9uE2pa77TQMNSLQVPQJgLhaDmyDEvBXs3XOefL6JTObwlpZ7IzQ1ZTh58jskmlZ5+aVhPK++r+REGPLZbI6ZaJSvini8BvTYFRskFTOkQ5IkXUEXs/Z6gG+C9RPPJ61PcjY8y6XWSxxdPkrCrwy2CsMQz/OMLMc7jcn2SbKJLMcvHycfmiVUbgXRaJTm5mYuX768JeXtVijroOu62xJnFsmsLxMv5UGmxsXvaVj8v9OHeXZ+P4lgldaIR9TLkHJLpNwSrZES6WiJlOuXN0f/+NwwLyyuxwjtjqNLA7sZTX6JnOMQbvHBKBIp0NY+xdWrx9ku/uS2thEOHnyBILQ59foHeffd+scD/flcjrYw5P/u66W0i96HuxW7YoMElRkSkuI/lUpxvHSc5/11I3rSTZJwErzhvQFFOLZyjFa7FezrTYnqs+d55c2DgnIjSZOfyfynyjPRmZsyhHTl5nI5fMvnUs8lmjJNREeiLOY2WYlrKWabMrVg060wMzOD53laYjHYNI+aXHcSaoMp26UzAd/MRkVdK0kpZb1kfZSpttplFYYhuVyOWCxGPp8nk8mUs/Jke3WK2ro+gEoztWqnzAIpHVj/e7PXXGGWVxIV8lpdVpgsV5qNdQH0JvJA2f/KLGy6VrZN50aS99URAZoyFtWY6NZGdR1nMhlmfCh4nbDR5Ap30FIM1/LxXIe+vvU+kxmA8hkg163qX1P2qapjV9dmDJIsS64fnavZNI/VtSbzvG58JHSuH5PrQY5JrQxaOedV202krbq2SZeIHB91rU76A/SuHVmWrIPOtS3HTOf2lHWXbWj2fbKRSnUFU3tlfdQ9ZPiAzJDu7l5/JuWyg+U5JssyyQKpdsjxq+Uasm2bPXveYGDfaywtpXjl5UfJ5RIsLKwfbBVpMlTOK9keHRmpaU2o7590XT5Q9Phqawure/agnNA6ckdTco8MY6luY/X3umvle17ON122rc7dKvtRlz0OelJQU+hDrWy/XbGFrOUmmQvXU9SPRY/xZPxJloIl/qT4J/TavRyvIRmwG0kjL7dcphgv0n+l/zrX4J2gvb2dfD5fsRG4lxCGIaurqxQKBdbW1io0nup2z5aQhSMLNE820zzb4JLaSnhhg4+ogVtDU8kn62z9ub6peZ4wtFhbq39wv+tmGdj3GgsL+/n2t54ml7txqvlWoCkM+fGFRSbdCF9KNVzZN4tdYUEKgqDipS536J7j8U7hHR6MPMhPpH8Cy7KYKEwQEtJn9+F7fjmbTQUvqp22CvxOJBJEo9GKk4raYZuo+OWmTRcsWB38Xf07aQmSO9ml5SXO7TlHdCrKyjsrrLBSYVHRnfJk+aY6RqNR2tvbmZqaKtdNBnPqeFpMMgM6C4GJIl59NskuyD7XlWXiF1F1V6eBUqlENpvFsiw8z2NkZKR8rTrtmAKvdcGjJv4Q1TfKGrfwgQUsy+LI+BFinbGK4F8lumvixtEJZ5o4olQZJiHS6rGuLt90ItdJwZiEM9U1JquDOhHqxhT0QZGyjtJCJE/var2bkiR0llSTJIiyNsm/m9aijrOsVgCnrKMsVyf7Y5oLOkudnAu6BBEJeQrXzbFaYsSAVl5C/k6tKZN1QGddMQk16zieZBtMB2RVB3kQihULzDkRFhcXy++MmxHnVXWT67dC5igySakUIwydcrmmgGBdQL3pAK6TVslm8xv/7mV5edMCuLS0BJglanTPXVOCiLQAxWIx/tu1LK2+z+cPHaGtqaks2yXrVitYXl5jSjCQ7zLd303ixzppIp2lRycEXF133dw18e2ZxHPLdb/hX3cB5oN5AgKOOkfLndtqt9Jtd5MJb86CsJtYtXPRHPlonvjI1kmKwPrLJxKJVBBC3gsIgoB8Pl9+mRWLRWOmylYjvzdPYaBA/2g/scK9HfDeQAO7HelCkc6ST6YOYuROpIDv14uZuxLqPo6zDRx1Ycin83me8Ty+3dvLVI2srQYqses3SGlr/aR51b9a/i4bZpkL5mixbo47aDep2C9uqKDHprf2hdve3k4YhhX+67sZYRiSz+fJZrOUSiWi0SiFQmHbyD8DJyDzaIbIUoS+ib7aP2iggQbqhkgQ8OeuXcMHnm/Zen0M34/i2NuTpWpv3Ceo94YsDPnzpRI/mi/wXdflhb56aCbe29gVLjbbto2cIfEgzkn7JN8rfY+OtQ4+nPwwWbKUKDEfzDMcDpfjeJTZsTowLhKJYNu21pxmoijXcZyY6ihNm+re0qUh3YczsRncokthqkCR9frK4MfqfgE9twRUWsbS6TTLy8vGIGBT23SQZntVhuwnnTlZ1ku2XYebUVZeXV2lVCoRBEFZTmR8fLz898XFzcB2HddILeVyU58qF03weICf9Bl+eZiOdEf57zq3i7yXKYhefTaZmxVquf4AbRCpyTWnc5tJ03S1PE815IZU/V1eJ/tDJ40i54Kslwyc1nHUyH7QcfHIeulcUiZ3uOx/9Tww8aXoZAhkf0k3kS5A1uSWVjC5bSTUPaTrQvZjLXke+Z1O9sXEZ6PuJ91bpnWrS/qQkOtA9a9JaV32mZIWWlxc5MfnF9iTy/EriTiXNp6n6r66JAvQj58uicK2S8TjGRzHq8ioNgUq64LZdXxUsm3yHeD76+3KZh2td0POQTlv5PjoflfBM+a6/KV8ng+XfL6XTvPHPd0MCYknmfigSyAxBajr5piso2y76r+bkYJR95BB07XWRy0eOFMYjKmdOuwKC1ItF9gnIp8A4Jp3DYAuu4uPRj/KaDDKpdZLxt+pyV6LpG+7EBKSSWVoWW7Z0uDsaDRKa2trhVbZ3YwgCCiVSmWttW2/f1vA7OAs6fE0zYuNwOwGGthJPLG6ytNra3yltYU3ahzubhXx+BqPPvY8LS0TjE88uqVlm5BsWQ+DWMu21bjy9uCEIT+dy/Hhoscfx6J8oad7y2kR3iu4KzZIAes7wj3uJg370+7TALzV/hZ5R2+xsG0b13V3jYttxV6hGCvSurx1xJCweXK/V9xrupTq7ULohBQ+VMDxHfrONVxrDTSwk+hcWeFHF5c4F4vxxS3Ovmprm+HxJ56jKbHGxYufYGb65JaWb0IqNUWp5JJd2/oNkhuG/I2ix1Neic/HYvzneLwumnXvFewKFxtUZhdIlEolJsNJAEaLo3wx80WGgiG+WPwiAHtye2iymrAjdoVcg7OhUhyNRrVuC2VWNJlGddTkJpO5jhNCmmeVZWcktZF5Nap3Y1V/1jFh6zKIuru7KRaLrK6uVpjMdW4oWa7JLSOhzLom5WT1WacgD5Xt1MmWVPOwBEFAJpPBtm2CIKhogwxA1ymLm7KCdIra0t2q2hYSEnwsIOgNOHrhKJ3NndfVV8c9ZHL36CQWTO4c9b0pi0qaqdU9TK5MHZ+XiV9Ep1gvr5XtVXU0WfV035vM2brsKwk533QcTrIsHeeLHF/5WbduTQconUakKZNL57aU46dz75sOhjoXjilTS1d3UzaSbo2bsirVupeuPZPbRc2Xar43BR1/nO5e1fdbm57mv7lwkVXL4jdaW8gXixX31fWpKUZRhltAyH33TfLwI1fJZls4/c4HaWoaQnW7TspH1lceRNW6lFmZEmrc1Pyw7SLDHVeYmd7D6mpWGxYg17X8rJsDsl7xSIRftG0ewOI/tbbwQlMTcWDPnnXDgswi1WXimfjNJHTPPAk5p3XvGdP6UXUzuYx1nFimstS6rZUdCZXvSB12xQaplgXJ3fjf2eJZzhbP0mP3kAkyfCb6GeKjca27KhqNEgTBruI/mk/M4xQcoqtbG5zX0dFxz7jXcrkcYRjuiFs0eDIgP5QneSpJV7EhdtpAAzuJPzM2Tqvn8c/SaVa3kPW5vX2Nx5+4wsJCL2dOfwDfd9mu5K72jneJREqMjh7Y8rJPYHHCsvm1wOetRrbalmBXbJBc1zWKu+bzeVpp5af5aeaSc3yu8Dmmg2kOBAcYWhtipLjJh6N2oS0tLQRBUHaxKej4d0xsm3Inq06CJuZOHeeO3NGurKwQEjI7OEtkMsLy0rKR/dUU8KZQHWjc3NxMNBotb5BMJ2sJnaVAJ5Cp7iH/NdXLxOKqYxiWwbyyDmtraxvijQ6zs+vSMjIwWwY66viTTBYk1dc3Oll7hzxKT5ZIjaXYM7mH9IHNE6Hp5KXj25D9pOPYkvfVWaZk8KTJqncrrMwKsp8l/4uOU8c0luoUXC22Wf130K8D3ZiAPmnAxImkxlj2U63AeVPAtq5epiBSdY1pfekCc6VlRM4hdQ+TJU7H+mti2Jd117FU34h5v/paXX1MljzdPXRcUNVQ9zDNBXnQ615b43w8zpXoZn/o+MBMCSLSUqDmvOM4rKy0kM9HCIMYtt2EbesD33V8YtV1UOtHcRiB3lpbKBSIuDl6e19merqdkREHWK6wYOgC400M+ao+cnzuS6UphSFf9Tx62ITusKnzhpi41GR71BqXfSstebpnlompXseGbhKArq5rdR0k1JoxeWlkGXdFkLZt24RhiO/7RmtShAhHI0d5wHkAgJawdor/bok9AshH8xRiBaLTW2s90hGG3a1Qk7UWeddWw+/11+OOxh32vL1nSwPoG2iggdvD1XiM/kIBtpjHLghsLl3spb1jhGh0u1QHAoaHvo1tlzj1+lGowzPmAdvmYhiyDexK7xnsig1SsVjE8zx83zeePBRUcHYavc8XNjdGu4kgcqll/YSx1Rskz/PIZDIVVpm7EUpcuJryoe5IQ+7jOawVi/hX4lhhY3PUQAO7AZfjcVqCgJ46EMOev7CegNE/8OaWl309Qvbte4W29hFGRh5nZWXrM2OjwGHL4p1t4ol7r2BXuNiUOrtlWRSLxbKchO/7FYG5+XweC4uPZD5Cq9fKWDhWEdSnhERTqRTLy8tYlqU1v4PePVLLJSXN+hVyKJpAVGlKzGQyzO6dJVKMsDqyioVl5FHS8ZbINsg6qGsXFxfZv38/lmUZg6VlfXT8Lya3io6GvlbgoLQASXFXnSChMjHbto1t2ywsLDA1NcXY2FjF38Es6aGT6TBx9VQgDvzo+rXt32gnEomUXSHS1CvbLt1ICqagZt19Zd/pJC7kd9IsLOuwyd+iF6CV91C/M9Hry/HTce5IN5EqV7rlTJxK6rMp6Fx3XwnZjzqXrdxE68bKFByuc4uZ/q6TFTGxuOvcS6aEC51wqs5VJq+pNWayHTpRU/l32BwXk5tCJ0ck3am1uGSqXefV15pCG2Tbz26shUNFj+mNMTa5/BRMYqaqf9W9igWX6akH6O17m4X5o9j2JomiKtc0F+Q8VpJI0sUm3alhWGLf/u/Q3f0uV68Mcfp0DxMTF6/7PeiFv03zQn2v+uO+SATXsnjTK+L5vnaeyr6rFaJgit1V35uurSWOLCHroPrPJF6uW6vys1wfugO2qV61DuO7woIUjUZxXZdIJEI8HicIAqLRqLHybcU2nBsIXQZBUHbZ7QaEhKy2rZJcTNbFfaP89lLB/G6C0sxbW1vbPt6jJuBHgFZIfyNNZGVXnBUaaKCBDcw4Dsu2zUGvttba7WB8/GGKxWb27f9eXcpPJOY5evRZurvf5eKFQ5w+fWNh9TvBI26UIAw5vUveefcKdsUGScK2bYrFImEYGi06tZDJZAiCoMLaspMoxosU40Valm5OGuVWkcvlyGazdHd316X8ekOl9MvTQ13RAfwk0Ak8C9HZ7Y15aqCBBm4ClsXFaJRDxfocmoIgSi6XxnG2fgOWSl3lvmN/SCye4dLFD3Pu3DHqEXcE4ACfisV4zfdZqXl1A7eCmsdmy7J+G/gBYCYMwwc2vvu7wF8BZjcu+6UwDL+48be/DfwU4AP/YxiGX651D9u2K9SFYd2cb9t2hVlRRffL76Q5OR6Pl110/f39xOPxCteCtCjpzJmmzBpl7jfxRMg6KJeDNEGupNenbfNiM6P50Yr7y/Kh0uSnTLW1OIoAJicnGRwcJJFIlNspy5XX6uK8amXVmWQVlJlUuobkfVMacjfVR8oFWiqVGB0dZWZm5rr6mrJHJGpZnVQbIpEIwb6A4NMBlm/R9MdNROYidOzdlBJR9ZUmW1NcnJpbOhkQ0M8X+Xc5B1SfyH6+GReMgkkyQif5UZ1hqaDcmdLFJl2cagMr7y/boMuKvBmaDdU2Uz/rMixNcjk69XRTFo36bBozHbeKbK8cEx0/j46fSZYrx9fE6SJdNwomKQoFUzanTmpH3ksXsynXnPy7bj6ZOMDk+lDlmXjkqj/PODaPBAExy8KrUkVQ9zVl6umem5XPkxwtLRNMTeotO7Iucl3Kuqt5WM0t1tQ8QhA4fO25D+J5Uc6dO1v+uwwbuRFHXzXkgV/dL5vN8nQsRrfj8K/zuU1Bd+HmU89j03NKt0ZNISDqmWdyU8nfqefQzYy1ztWrCzeRa8b0Pta9k0zu0loxzzdjovn3wCc03/+LMAwf3PhPbY6OAX8euH/jN79mWdZtRdw6zrpOjfrPBMuycF23vDmKxWLs379/V2V1ZVuyWL5FfK1+dZqensZxnLsqWLupqQnHcZiamtoWEdrggYDghwLIQPKPkkTmGm61BhrYzThY9BiJRPDqkJGcTo9h2yGLi/u3vGzH8SiVonhe/a3TP9LUzKRf4uWGe23LUXODFIbhC8DNshD+IPD7YRgWwjC8AlwEHr+tim3s8vyNgLNSqUSxWLzuxKRilUqlEq2trTQ1Nd22a65eSKwmCJ2QfPONRVzvBAsLCxSLxbsmDikej+O6LrOzs8ZA0a1CSIj/Pp/g+wKsEQvn8w722u6aIw000EAlmoKAYc/jdPx63rWtQFv7NYrFBKurW//MdJwSvl9/kuL9jsNjsRhfyGZp5K9tPe7kCP3XLcv6S8CrwN8Mw3AR2AvIiLexje9uCMuytK4Yz/NYWFioUHWH9ZdrPB6nVCqRz+dJJpNEo1Gt+U+aRqUpUFmlTARSJnOkgk7KAvRkbW2LbYwyymrXputDQpfhAptmRUnsZ8pWamlpYXFxkZ6eHqanp69rgy6DyKSYLu9Ri0tK9Y00fUoXmzR9qns4jkM6nWZxcZELFy6U/y4p/FXdZN+bTKY6d2k5Uy8SEv6ZkPBASPP5ZlKvp7DarDL9PkBPzyatmpK8kfWuFexvkk3QZamZMkl0JI0yQ0w3B+V3cszknFd1k2VJt40k5lN1l22QLjZ1DzlfpQtbR95ocrfq3E+yH2V75D3UnJZ9q5OyMG26dRmjJrea7DMddYiJYLL6N9X1Uf0v22WSY1irUq6vvlY3B0wkmxKqDPl32R71WZcRWV1HXWaaaY6o+8l+Nj2Dj+QLOMCbQrRa9qlOUkLOQV2mlmqDbQek06PMzh4gCMKa7lRZR518S7UUie9nKRbg0qV1MXWVlQuVfSrrqFO0l89oOR9VHX6opRUvDPlKEJBuby//XXoSdHJQ8rNaP7psUtCTxcr+kH+XJJfKlajLOIbKtpfDIIIEzXYHzU4HSaeTqJVkovQWy9EpoPJdqNszwGbfmAiL5bjWMqbc7gbp14F/AIQb//5z4LPoo9C0/jHLsn4a+GkwZ1+5rkssFqtI8SsWixQKBfL5PL7v4zjOrpIT0SFajJJYTbDcvlz74jvA3NwcPT097Nu3r4KBejfBtm327NlDLpdjcnKy7vcrfl+RYCgg8kKE1HiqQQLZQAN3CR4oFlmzLK4YYnLuBH19SzhOicWFfVteNkAkUqLk19+Fn7CgACyGIXeH70DBIkYLTVYbCdqJR1M02e1ErPV3fRgG5MJlIOSA+z6u8V1WmNj2Wt7WCIZhOK0+W5b1G8Afb/zfMWBAXNoP+laFYfhvgX8LcPDgwVBucuTOUJ4I1E50dna2bG3o6uq6LltNtzMFffCbiVtHnghUeaYTrjyF6wJdV1dXSUwlWBheWGf0KuoDF6HyJKpOFKZgNPm7eDzO2toac3NzdHR0kE6nmZqaKp9W5YlCnWBkG2SwrjwFKEgLkc7KZZIqkX2zsrLCkSNHiEQivPLKK2QyGW1Qn2yzSfBTZ02qDrjz+3z8YZ/kqSTN15rp3buZCNDf31/+LOdbLRkVndXHdK3sh/aN051OkgI2x1qOiewPCVWuyYIhT6DqxKekW6DyNCu/V/c2BeSrOWvi5ZKC0+p7XX9W112hlvUGNudALR4W2fcmK4nOUmA6ResCXWu1R6IWaa1pLNXnWkH48rNJMklnITIF2OpEgU1caTrOJFMwrm58ZB3LVqEw5P5igbdsh4JYZ7oA21oBx/J3m+1Z/7er+22mppKsrl7Po6Oz7lTfQ/XT+nwNSSaX6eq+TFPTCnOzyfL60vFVVbdH9oPu77q2jbkuScviYEsLrnjGy3mqSxrQWU5M3G/SiqzmoVwzprmp3imFQoGIFacrNkQq2kPS6SQZ6cCxN0SOwxKrpTmmCudZyE2SKU6T8eYIwhKO5fJkz59jX/RJ3sr8CWv2ZqaziYtQZ0EyJUHUSvC5rQ2SZVl9YRiq4/8PA+9sfP6vwH+yLOtXgD3AIeDl27nHjZBOp7Esaz1b4C4R5UvOJFk4uAD7gQs1L79tTE9Ps7S0xJ49e+jv76etrY2JiQmjGvh2IpVK0d/fz5UrV7SbsK1ESIj3lIe1atF09u6YIw000MA6evN50iG8VSdW/atX2zlz5hGOHn2dxx57nitXPk2xeCc0LCEPP/xtOrvWbQdra1GuXesErs9C3Epc2tjEDWMxWtc73R5STh9drYfpjh3AthxKQYFVf56J/BlWSnOslmbJ+kt4pfX3U7Vr3A89Xp75Q97X95M80PpJRsJvkbMWdbeqC24mzf/3gA8BnZZljQG/DHzIsqwHWXefXQV+BiAMw9OWZf0BcAYoAT8XhmFdQutN/sfdisRiAtuzCYaCum6QYH2SXblyhXQ6TU9PDwcPHmRubo7Z2dkdk1+xLIujR4+Sy+W4ePFi7R/cIfxhn6A3IPp8FMtvuNUaaOBuwqEN68ObkfrJDk2MHyCfS3L8xHc5fORZ3nn7L3C7XEWdnVN0dk1z5fIRXns9ydpqbKOs+m6QRgA/DBm2ds8GKUKMNoY4nBwi4aTwgjzjudNM5M+QCzc3Nzf7LvKCPG9mnuWh1A+zz3ofV/kmBau+B2yFmhukMAz/gubr37rB9f8I+Ee3UgnbtivcAiaJBWVqNwVW6ThfdIrq8lrptjGZVJX1xWSOluZTZY6UFhJ1bWI6QfZAlkRzAjei51EycWAoSNeCjkel2mWVy+Xo6uqiq6uLVCrF9PS0NpjTxC+h2m7iu1GuFBPFv/rc399PMpnkjTfeMEoW6ILqaimIQ+V4r18I9lM29oJN4kqCgQPrXt++vr7yJdLyKMvVuUpMHES6IF9TIKSOB6mWWrwJunVgKle5omW8lzSZS5O4+p2cY9JtptyEprHW8QmZ+Ih0Ab86njLQB53LIHvdWJqCQaXrTq1R2Qc6SRfZDpOkgS4Q1fQC0LnOTS4AXT+ano+16qh7pumCk+X3Jve/bu6ZOGWk+171tTzg6viTDq9luQzMeR6BaK8cax2Plcm1qtpTLQmyuBjFsoZ56OFzhOEyntdUfqaZxuT651vI8RNvsbqa4NSpfVy6eLn8dx35rexHOcd0cjamZJHy+yuZZCJf4JBlcVq42GqtCd1alO8smTAjx0/1g1yfqj9S9h4G3CdJ2/uwLZvl0iQj2dcZy5whwL/udxKqDJNr3bIsXsx9jvft+Un2he/jbOFLFdfK9upkmyTkuqwVv9wggtlGNE03sda/RtARQH3jtcvwfZ+pqSkWFxfp7e2lv7+f5eXlbXW5xeNx+vv7mZ6erlh4dcMJCFIBzV9ubojPNtDAXYiVqMsBoDMMmal59Z1hbW09liUWW8Pzbt0d39l1jXR6hZdfOk4Ybj99yFXb4n5/Z5L8XRJ0R4bojhwmZifxwjzTpbPM+ufJFNaz2NTm6E6R85c5V/gq98U+wZHo9zMTvIxv15cipkEGs41oml5ffP7+7Sf0yuVyjI6OrguzinTQ7cCBAwcIgoDz58/X/2Yu8BQ4kw6R0cb+v4EG7kY8v3c9ieIvb8OLP5tdt/RGY7cjdRSwf/8bLC8lGR3tq315HXDNsmkHmmuwQm8lojQzHPkAx90fZiD6MPkww4XCN3gj/3lGS6+SD+vjAsuFS5wrPIdrxenNP44d1jeDfde8QaSJTLompHlPwZTBosyG0sxq4q9Q35vMs9KErOpgsrroovi1vEIFsGds/H0+8fPXu19A756SptV0Ol3+LE2Iytwo+06XEdXd3U0qleLcuXMV/WFylShzvY5DCjb7yZTdE4/HSaVSXL58uWzelhl+0n0ix1W6XBVM9VXjlkwmyT+UJ9+c5+DZgzQPr5vKjxw5AlS6i0wZiQqyvZJ7o1a2kpw3uvExucXUZ1P5sp90rj05B+VndV8TR43MQlN9KmUKpASQclHKdsn1qetHE1+Yzq1l6hsdn5fsD/l31TZTRo6ubiZ+n1pq8SaXk+oHU7nqd6ZsGl3mkikbULoZdPU1hQ3o3A+13PsmqHvI8qW7Rjd3Tf0o594fAH8pDDm6ssqLGp6wjo4OY1uqoea2XBvqeb68bG/UYwXf98tjocs8a2+foKNzDs+L4hVjpNuu0dS0wh99eS9Xr14DKt3Z6n66TD3ZH7JtprWs4x5qa2tjKV+AhQXub2pmrLOj/P2NypXvMsWbJ92Pcvzk89ov+Qy1PMKRtvcRhiEjuTeYDy9RCNefAyaXrq7tOhemXDM6uadsNkuWEbzClzjR+mk6Vx/iUvB1rXvYtD6le7dWLPOu2SC9VwByHXEAACAASURBVOCMOngPeQTRALu4/Qa8ubk5Dhw4QDKZrHsmmeM47N+/n0wmU6GzVi8EiYD8iTzuFZfmzO4QKm6ggQZuD8+ynh301+MJTq2uUC8dgmIxQqkUIXYDC5JlBQwPv8m+/e9q/37p0s48byJhyCdWV/GAlUR95bVa3W6OdX6UdKyXueJVzq++QCFY3RFZr6XSOFeD7zBkv48h+/1Mh68SWltvbWxskLYZkZEI3iMexb4i8WvbP7Hm5+cZGhqip6en7huk3t5ebNvm8uXLtS++Q4SE5B/JgwPxV+Jw90jSNdBAAxr4Fvw/Ifwj2+YnYzF+q26SRBaFQrNxgxRx89x//zdpa59mbOwQF86fwHFKuG6ReGKUMLCAnaFR+cmlZQ4Wi/x2Ok2xuT6bNMeKcLDlKfYnH6YY5Hht9gtkrJ0nIs4wzkj4Evvtp3CL72fGfZOCvbVZg7tig2TbtjETSJqIVUaANA/qMiBuJhNIZ47Wuetg0zRpIgHUmeVNZuPiQpF8IY/f75OYSVzXBmlGVW03ZcOYMjYUpPldmklnZmbo7u7m7bffLn8nTfjS7KjqI83Y0lys6iD7PJPJ0NnZSTqd5t133+Xq1asATE1NXVcvCdlOZV41uTzKUiLxkNgjMfJH8hRbi3SMdNDf1s/w8HD5WuUmkm47aU7WZajI9srf6bI/TASjcp6q/jepwas5Juslx0SOdTkr0mC212UeSXO1rIN0bas5JJntdTIstbLR5D1030GlCV9H7CbbpnMlykw8eQ/lgpZxdiZ3jk4mQs5BXXapKbOpltiyzr1veobI73Xq7LJvZH3VHJNzwUQgqr43ZfHo3I8mS4EaS918hspnmu55Idsr52kkEuEC8OVsjh+Lxnje91kyuLB199VJuZj6bmUlSnv7BG3t32NifJhiMYbjOLS2LnLy5PeIRgucev0ko6MDzM5uEq1OTa1s/H7T1azLZL1xFlzlZ527CCrXQWtrKz9uWTyey/H1vl7Gens5LtaqdJ2r/pdrThL4queyLvO6OzHEU10/TDLaxuWl1zk1+WW8IF9RvknORt1Xjr8p01GVIcMZdK5zifn5eeaZZym6wNGWDzIQvJ+J/BlGMqfxKVaEo8i5L+9RK1lpV2yQ3kuwQovIYoRieueIG8fGxujt7aWjo6MuWWWJRIJjx44B1C0wO+wNCU4EhIdDspEskakI/Vf7Sc+ka/94F8Fx1kgkRvC8Pnx/+y2KDTSw2/GbxQJPRiL8cjzB3wlD1m4i5uhWceb0EY4fP8v995/n6NGLTE3uYXUtxcGDZykWY3z7W0+zvLx7ni0fsCx+0nZ4s72Nb4mN0VYhajdxvPOj7Gs9zkpxnm+M/A5zuRFKwfYFgt8s5opXeGlpgqGmx9gbP0E3BxjzXycIF26X1qqMXbFBsizLKPkhTzi1RPV0kDtWXbCmTtrDVIa8rykQXJVnkkvJZDLElmOsHVijFJSwQsu4q9YJ35rEI2X5CtJSI+s4OjrKyZMn6e3tLWu2mYKLde3ViXuqE31TUxNPPPEEAG+99VZF7NF1fEWYT/e6tttRG+4D6yELv9fH8iziF+IMLAwQX42vc+NsPCvkiVsXGCpPqjreLJN1QHfql9fKk6RufNbHISSdnmXPngv09I5j2yFt7VHePXs/09NdqFUt541sjxofk2xJLY4hOd/kKU0FvUqrkewnncXsZoKWFUxzV1mG5eleWrZ0osq6IH7Y7BsdP1B1e2qx8Msy1FoyzQtdsodJ0FNBjp8cB3nfWoHiuuQJue7lvNHJ5Mj5rJM4kTDxz6nvdZw/1dBx/ch6yT5RSQHz0Sj/0vf52/kCfwuL/8t18S2r3E6d9FF1fa+XGqnk+snnm7l8+QDp9B6O3T/HwYOT7I2OMTmR4oUXjjI1tQisP+NkELZ63sr7yrmp5qPp3aILBNfx9cGmBfchy+LnbYeLsRgvPvQQnRttMwkeqzUj76XjPFLjN5g+yWP7foCIE+P07Dc5O/8tgrAykcIkCK8THpbfyf7XjZVcn7pkLGnxkdb2YrHIOKOk49/hif4fZCj+NMsrk1zKfYdssFjBgSef0bUSE3bFBum9BnfJJYyElJpLuKvbL7QbBAHj4+Ps3buXU6dO1XQP3CxaWlp49NFHCcOQr3zlKxVuvTuCA84HHawHLay4RTgb0vxiM7FLMeySTbzv7rC8OJECA93n2dt/kebmFTzPZeTaAebmuhk+8C4nHzzFnr1tnDp1jJWMfgPQQAPvRZxzHH4jFuWvFYp81ivxG259Xl1LSwleeXmYU6/vp709y9xcC+Eu4lL7uGXx12yHadfltzo7GKihRn+reKD7QzzY9zHmsqO8OvksmeJs7R/tIizlp/nm2H9gsPVBHuj8CA8m/yzjhbfwwklC69bpdRobpB2Au7SR5pv2dmSDBDAyMsLg4CB9fX1lK9KdIJVK8eijj1IqlfjGN75hFFq9HTjPODhPOoRnQ4JTAYxBovt6YcfdiZBkcp6+vnN0dl3FcXyWl9s5c/pxxsZ6CYL1JTg93cnAwAhHjp7m+77vu1y4sJ+Rayfwt0ERvIEG7gZ8JxKh2/f5kZLPlGXxJ3XSaQMolRxmZ1trX7hNsIDP2jY/bDu8FgR8rqebwhZvjh7s+34e6P4glxdO8dr0s4TsjCzVVuBq5g0K8XmG4o8zEH8QL3+YOfc02cj0LZWzK56+1S4dU5C1jj9EmiOVqc8U1KxTZTfJTOgC5aR5T37WqY0rdwWsp9YrLCws4BZcCKDQUiBaihqVr3UmbVkvnaSASSqhmlsjl8uRz+cZHBy8Lg5J1/+mwEHP8+jo6OCxxx4jn8/zta99zWg50gV5mkz86vtIZwTrSYvwdEj6uxsxAG2wd+/e8rXKfCr7XOeCkX1gspqpeSHbK8dPp+Qty81kMth2iY7Oebq6JujtnSPZkqXkOVy92su5d3tYXFRBgpX9tLSU4ty5R3no4cscOXKVvXsn+eY3jzI/11JxD9VOnasT9BxDck2YpAyUq0KOiYm3REGayeV81NXFFOCs5ql0B0m3iayPmkMy0FI31jpOJtC7dm5G8kOtEV1wOVS2XdWnVvqzaUx0MEkmyd+pfjK5ynSuDhOnnI7byMSFZuJoUtCp1Jt+I/l7BgcHgcrx/9PlZfpXV/kLhSILUZdXXLcmHxVs9p8ck1rPczn+0n2oCxUwvTtqyV5I6N5v6XSaGPALEZenbYevx+N8LtnM4aEhoHLuy+euLihctlG6YT3P4+GeT3Gw/THOz73Ey+PPEhEaeLoQELk+Te9j3fPCNFbqe9MzTZVrGjP5nFH1nY1MMssXaI/181D3J+kLH+Ny5rtkmjbXsHyO6LArNkjvNdi+jbPq4KVrZ9vVExMTEwwODuK6bs0HtAk9PT088sgjrKys8LWvfU378LgTWB+1wIfwGyFc//7ddrjuCt3drxJiUyi4lLw42ZxDyYvS3LzE0ftGaG+fx3ECSiWb2dl2zl8Y5NrVHkqlSM2siULB5XsvHuHSxV6efuZdPv7xt/n2tw+ztLh7TrMNrCMA5ptbac9eT2bbQJ1gWfz7ZJIOP8Nfyea4mnTQ58TeG+jB4pdclwOWxe83N/N8Ig5bGqRu8VjfDzKUfpAzM9/i9ck/3cKydwcWCmO8lfsjHm76cySdLvxbkPVtbJB2CO6ii9e+sxuk8fFxhoeH6evrY2xsrPYPqtDb28uJEydYXl7mueee23J9N/uwjXXAIng+gDV2wQYpZGDgOZqaJwkCl0jkeivFykqSa1eHmJ3tZmKimSBYP4ndapzX7GyKL/7Jg3z4I2f40Ife5fQ7IRcuDHPHaRkN3DFC4EJHLy/1H2KxqYXW/BpPTVzhvvlJ7LvYLXG3oGRZ/JemJn4hk6E7CLi60xWqA1zgx+Nx/mI0ig/8/ZLHRNPWhhVY2Bxt/ihd0WHemf06b0w+t6Xl7yaEhBTDHBErdkvKcLtig2RZlpGfQkKZWqV5VpelZpIXqWVC1nGVyHuY3F+yvro6SrOxamdkKUJ+f54gEmCX9Ir1NxvZL681ZezITANl5VlbWyObzTI4OMjs7Gy5HToXW7Vpc3BwkJMnTzI9Pc3zzz9fYbI18eToVM5NG4d4Mg4fB2fRoWO0A6vbYmjDrAywb9++8medS0OatHUmZmkyl1kNqm90HFM9ve+SbBnn3LknmJo8SLGYw3WLWNYa0WiRXK6J2dlAlLtpytXJxujmUzUn1h98rp+Pff849z9wjoi7wHe+PVguwzS3dW4xkwuuFq+Tbn3ciiRFNa+NghwfZa6XmZ/SdSDroNxw8nkh66vGT5eZWA1Vhlxz0k0hDw0LCwuEwMW2bs7e/yiZVDutmUUeevtlrg4M8+XhB/huzz5OXHibRzIZ7Kq2y8+1MsR0Lnedenr196qfTNxGOmkTEwebes6Y3Gq6567OFSrLMtVR3leO+8DAwHXlqqzYvswKZDI4qdaKepn4l9R9Tc9wmRGlm9+6Zzxs9r/sD3lf9dk0ZvKzGpPHm5r4H9woA7bNa9Eon0s2s+Q4HDp0qHyt4vkyccpJqGskd9jqSpbHe36Yrugwb858hQuLL1WsKdN8U5D9bBpLHb+ZzMyV/ahzD8v5qutH+QzRzVO5lpPJJF40j225xqw6HXbFBum9CBWoXUqViM7vnGlkbm6Offv28YEPfIDl5WWWlpaYm5tjeXnZuHk5dOgQJ06cYGpqiueee+623XM3xBNACpJfSmLtgiySaHSVwcFXWVzsZWryAABhaFMsxvE8GSy6dcHpAL5v86df6ie7tsxDD4/Tkizw6quP4nk7E9z/XkQIjHXv5c3DJ1lMtZNcWeKx732NoekxbEIOXz7D9N4h3jx8gu88+Axncqs8OXaRdkoNNfA6IbHxzMnZNmxRFu5OI21Z/Ew0xve5LhNBwN8p5Jnp2npJAMdyebL3x+iM7+ON2S9xcfHVLb/HboQX5mm2b02ovbFB2iFEFte7vpTe2Q3S5OQkhUKBRCJBOp3mwIEDHDhwgCAIWFpaYnFxkcXFRWZmZvB9n8OHD3PkyBHGxsZ4+eWX67I5stoteAw4De70btgIhBw4+F0Azp97gu13c1m8/no/mUyM93/gCvcdu8Rbbx7d5jq8NzHR0sa3Bu9jOpkmubbCIy9/nYGRi9hhiL1hFbKAgZkx+mfGGOkd4PTRh/jSoQd5vZDl03OjDOcbMUpbjXiw/tzJ3iMbpDjwbxJNpC2L3/U8PlfyKAL7av3wFmBh0REdYrDpEZqdDl6beZbxtTNbeIfdDS8oEHFvjRJmV2yQfN/XmkPV36qhkwuQ1+rcVFDpZtIReJnUtXWxNbVI0ySk6VLV1110sTyLUnsJLm1eK++r6ijLNBE2KrOijqgLKtuuTI9S3kKZLl3XJZlM0tnZSWdnJ0NDQxw4cIAwDFldXaWlpYUrV67w6quVp45ahI8SJlJDhdinYuBD4pUE3d3d5e+lfITODG4KEFd9blKL1ym/S9P1wMAobW0TnD59gvWEttWKdsg2yP6Xbjw1PqZsFp1rVsLzPM6eTTM03EJX1zSLiz0VFj65DmQ7VTtM6uo6wlMTwaEaV5ObQpclejMkjTpZGRN0sgk6M7nMiDO5qBV0brUQ+GqijXePPUEit8Z9L/wpfRfPELEoBwXr3Eg9Vy9wZHmOS939nDp4nN/tPcBfOf8q+2ObLhqdHJFJCkb1o85FDpXu0lruK12mlWnNqLJqZajB5pw2EW/q7itdViZ5l87OdeuJjpQwtbQ+ZgXHIRD9ZZK1UO2R7ZVrUZfdKPtRly0oP9fKqDJlR6r2/FRzku5YnJ9bWqR48KDiu+X48ePla6V0hu55b/qcy3gMJE9wJP1pEpFWst4yL45/nsm18xV1M5EF69yDsh9NLndVR+k2NYXPlN+LBrkv9Ryr5S4HcxZ20c/hWjH8kl8+49Y64O+KDdJ7ERYW7pK745ls1fA8j8nJyTJbbDQapb29nfb2djo6OhgdHeX06dN1u79z1CFyMEL021Hs3M47KGKxHPcde5uFhQ5Grg3DDgfhjo228PQz4zQ310u4s4F8xOUrB09yta2bPdcucPKlr+OpeDKr9py0gIMzYxxx4DcPPcIX+w/zV5fHG+H1W4h4qUTesgjqIDuy3ei0bX6iuYnn83ne9Dzu26JyW50++qL30d6yH9tymF67xBszX2YqexHf332SIfWGF+SxLQcLh/AmQ7V3xQYpCIKKU5wpyFB3gtVZLmQgmNwJS6uALmDYFLxVi49IxxtjkjpQu2nbtnGXXXIDOZYzy1gbj0/dCcckq2A6vSuYuDvUqeVm5DR832d2drYiYFWWpcowBcbrYOKPSXWm8D/lwywcWjuENWRVUMTLE5QcY9U/cqxlG9QpWI6JSSxTtWNxcRHLCvnQh9/Bsny++Y1BVlbmtJIB8tQr62gKetTdV8FkmVTikhcuuDz9DHR1zTE9vXkveXrXnVZN1lE5R1QQp04AGjbHymTt0Alv6k6BUNuaYbJIKtSyBprkinSBn1K480Jg8cL9T5GLJzj20tfZd+6tivuZ+kbHeeQuzvHMtbN8Y/gBXlhd4OGlmYr6yHUt+1Q3VrpAdNAH3JvkHHTWdjkmukBXOX46EWTYnPOyP6SFT0InkyO5aHRzVycNkQgCco6DW8WDZJpvOsuDaSx1Vl4Tv5LO6qpLxJB1kWPmui7/XWcnESz+v2Qze1qSHD58uPz3/v7+8mf5zJNB5QrT09PYOAwkT3C4+QStsS6Kfo6Liy9zaek1VgpSWmVzDqk1LOeHTqxdfpb9aRKaV1Zc+WySll2ZlHGzMmKmIHw5fjpLZjabZc1Zn5Oryzm8DTuwSgQwYVdskN6rcJdd1g6uETaHWGt3/0noThE8HkArOH/gYLXufH+cPHmVvXsXeel7B1hZuckU2zDkoStX2Dc7xzs93Zzv7qa0hYy/c3NR1tYiDOxbZfrWSGEbuAFC4PX2Pr56bJhEMc/HX/wqXDp3x+Uenx7hYkcvX+keYnhtmbTXsPxtBWKlEjln5y3Md4pDbpQfSrbwHzPLzHTeeUD2kfT7GW59lIXcOK9MfoHRlTME4XvPWqSD529kKFsxvPDm2LPu/hl2FyO6tBF70XH3BxneKZxOh/DhEOuMhTWx85uj/YMzPHB8lAsXejl3rvfmfhSGPHrxEk9cuEgqm+Vj587zUy9+j/dfvEj6FgSWbwyL0dEkAwOr7LS7717Cl/Ye4st7D9E3P8Wnv/1FOpfna//oJmAB33dx3Qr1X/sONEZsixAvlcjZ9ZMa2S78fHs7K0HAb2osQreKmN3E/uRJRlff4fmR3+Za5q1duzkKbJvJvUPMde/ZtnsWg/VncOQWCPV2hQWp2qRpCsRSZjSdPALoXRYm95Qyz0kXmzRH69xAsp4m2Qr12aSYLrmaSk6JGWZw+1yaF5or/i5hCmyTUOZo2Qcm96HOvK6TfoBN86t0xehkHHTBvNXQuRZ6e3sJCcl8LENAwMmVk0QfjZZ5jqRJVvajbg5IE7TOzSfrLc320ly9srJCW9sKTz11nunpVl763jDNzZv1lfNN1SGVSkEY/v/svVlwHVl+3vnLzLuvuBf7DgIkuBeXYm1kdXWrtt4k25JsSS3b8jbjcExMzMOE52XCT55Xz8Q8jCc8cthjzYzValm2LKvdW7W69ipWsapY3ArcAIIAiB24uPueOQ8XBzgXOAcXZAEssBtfBAPJvCfPnifP+W8fRy5/zuGxMe4fOsTnLzxP8/w8Azdvcfr+fU4/mObO8CGuHjtGRdE/om5yvVTGnAD3xnwcObJCU1OGRGJdZSugU9MJyPNYVpGpDHZlNYTof/meLv7LRkeAjW2T57mK4kSnIhPXOvWIql46uhSh6riPxefxTk7PjnP4o7cwgI2WgaKO8hyU58JW1DaeQoEL927w5sGneNsT5pXVvpHnq9wGndF/I4g+k1U4cp+qqIl0xv2iz3RqaxmqMdE5YqhUkTr1r1if5PEXapmA45DxeAiFQlreR1V95fFv9J2R661TkYnx0ZkViOfkuS/69HwgwIVAgH9VLOJraVmjVpFjvHV1qTcQc6viY9k0pT94FtOwGFl6V/l9avSuy9C9M2KMVWYjUK82E/H/Wltb1+55e/u53T3Ine4D5L1+XNUqv3/5LVyJpU3lyt8vUXdd3CIVJc7G73KxUhsLp2JRqtby20iztRF7YoP0qwpX1YW34CU3nMO96MYz95WHin7sqMQrZM9lKXeV6R/rx1P+6vrAssocPDjF8ePjFAtu3n7rCLa9DSGr43D08mWGr15j/NAhrpx/AQyDpY4Oljo6uJ7LcfDTzxi+dZveiUk+O32ayZ7uR6YMuH+/9mFta0+ubZD28ei40t6Hq1rl+alRvvw5Xo1jcxOMNnfwwcBRTk9cp3lf1fal4C2XKQTVXnNPAlosi3/a2sq0bfOXlS/vqOMyvByInmUy8wXZcqLxA48RtmEy23OA+wePsdjZh+HY9CzMcGRlnrcGT/DW0Ele+eStXXdiKFVXJUhGY89Mgf0N0leMg3cOcnPgJonXE/jGfDhvOhj5r17FtOsIg/mSycqJFYyiQfCjIB3lbaqydhheX5a+vhE6Ou7hclVYXg7x3nuHKBS2sVlzHI5+9hnD164zPjzMlRee37TxKQYCfPrMOcYPDPD0J5/y4ocfshKJkAmFyAX85PwBUm43mYCfjNuN02DjlM1aVCoGAf/+R/bLIm9a3Gzu4sjSNL7q7nmUGsDLd6/yx2e+zl+0D/IPpkZ2raxfBXjKZfI7aNu32+h2uznn9/O0P8C5QICBVWnePy/kN0krHyl/z0ksw83t5fd3ILedQSEaY/74WS6feJqiP4Avm+bM3WscenCPYDFPMBik4HLz7uAJxjr6GJqd2NX6lOx1G6TtYk9skDaq2HSeMar4FDo2eAFZrCzH1BEiT1lEqbPMF/XTxRdReSjpvD+EiFmIJUN2iJWfrpA+miZ1JAV/BzwfeXB94cJks+eMnK8qzo5OhCzXUbRNFc9j47VIq1Pzid9l9aSOlT0UCmG7bKrnqsz31jx6DiwdYGhxCHfYTUfH+gZJRXWgG3eVSkl+Tvwuj5ksMj927B3C4RQzM91cv9bC0lIYMBBZyF42B91unnrzLapuFxV/AMO2abl/n+kTJxh/+dcIaMT2oVAIWlq4cuQIXdeu0Tx+n2g6TfviIm5pbN47eZJb/TURu0wNsJGdO5czMM382jyW+1+ur+hHHZWPPC+E55HsgSR75alE1yrWcFgX4atoXEDtWaYbXxUbvAyVN5ncRl28oUwmw+VIKxXLYmh0hFQmpa2j6FNZnaBTLYg+lT0/hVrm5MhnfHryOW7kywSk8dXF5FHRyjTy4pWfl9cIVdwmHXWRuN5OHCSV2kOmV5Ih3kGVmgrU68xGdbph27irVRy3h7BlUfH5MB0HCwh5PFiA6YBjmljAjGlSWe1fXXw7lVpTvieruOV5LvJT0f50mib/oLmF0243ratrUMq2GQF+Ua1yxbGpDA4iCEQOHz4M1HuuyXPswYMHa9cLCwtA7fvlMrx0dB9jKj3CSmF+U31UMYRUKjidd7G8vor7ckw6WYXW1tZG0ePl6unz3Oo/hGHb9C/PcezuFXoT84SDQQgFIBQgEAjw9WKK0XyaS0ef5llP/Tq+WAs6V9cGuY7y3FR9AzabHdhU7TLlQpXFRC1vlVeyjD2xQfpVh1k1iV6PErgfYP6peUovlagcruB914u1+OSckraCYzhkDmZInUhh+2xiszG6xrrob+r/Suvl8aRoalphZOQE4/cO1bl8q9B//QbB5Aorbe34UinchQITZ88y9uKFbanMHNPkwalTPDh1am0htsplWq5d58ylS6S2qTbI50x8vr1pgPmkwAYuRlpoSyzQnNkt5Vo9DkyN8fmxc4y09fBMRe0Kv4+t4Vr90J9/8IDz0qZBhwnT5H8Jh9Y2SY8DJvDPAkEGLIuL5RJXK1WuVsqM2zZBadOzE5GyD4TP4ja93Fx+dwdy+3KY7uzn8rmvUfJ4eWrsC45M3qXZ0NvQmsBvzIzyhwdO8UZ7P2cnxne1fiW7gMfcPunvntggVatV7YlCZezXMP6IgpQW1ASkOgmFKrJqoyigMlTxVuQy5BOnvAP3feQj+yDL8lPL5H8rT2g0ROhGaI3QVheJWZwOdAa68olgY1025quTPAmo4nzIfSC3p7evl0Q8wf2B+xT8BVrzrTy38hwtrhYY1o+lKiq6DF0cHAFVbCNZMjI7OwvAwMAdAEbvRshmU2tjrIqjZFWqdI6NsTh8mDvf/la91Gb1r3xiVxka6wyvexLLVEyTyUCAagNiRsdxyOVNvL6K8vSnioQtzzdZqif3iThVyvdkKVYjw3d5Xoj5Jp+AdRIilYRWNzdVkOeNKE9HiCyPz6WizbLbx9kv3l47kctjIktCxVjLhtXyPJclJiIPQawK6yd+gK6pMW519jJ19S4uZ/P46Qy2BXQOESKtfE+eo6r7KqcDUEeJ1xnGi+fkuaB6/2BdEqCbNyrJ/SZHAZ+PT8+fp7y4gGOY5IpF7NWgkbliARuD6up1tFLlNxMJfrdc5s8kySo0NlrWSTFV4yOPXzQa5dvAMcPk/wr4uehpoqmpiShwig0S6YMH164HBwc3lSvPocnJybVrYVycz5YY6D7LVGqE8dn1sBQq7YLKkFm+1q21shRZXMtzv7Ozk6LLzcdHn2as+wCtuTTfvnmJnmoJ4k11eane8V6nwkuped5uaudw/xB9q4cVuVzx/uiItGWoiG/F/iJVXKAjMMzNpfdJl5aU37e6vLb8dR+PHQYGoakQgdkAS8eWyAxlyPfkiV2NEZwMrgWUfBJQai5x48QN0tE0/pyf83Pn6cx3Eg6FGz/8mNDWPk0iESKbbXyq6J6exlUqMX/82I7Xo2N+gYXmZqrbLufUmQAAIABJREFUtKvI5Uyi0X0J0pfBlfY+AqUCnZNjj5xHNesCx6DiMzA9DtvxPO8bv81k/yHGmloZTuwHs3oUTBwcYj5SW0fkDb18ncnUBqOlUuHVdJprHi9XH0PdmoG/i8Flx+GixqN3p3Ao/iwey8+Nhbd3tZytMNXSyQcnnqXg8fHC9BjPz97DchxQHMp1eCU5y7VAEz/rO8LfH/l47eCw0/h09oe83P8PudD1e/xi8v9umH4/DtIehVkxiX0Wo/3n7Vh5i8XnFpn72hyl0NY73q8cLsgeyPLgew9YeH2Bgr/A4N1BTl0+RVe+a09t8PyBDLHYEg+mWhsnBg6Mj1MIh0k2iL76sPDk88RSKWbbtlcPqG2QfL6dJwr+VcGi5Wa8qZWT81OYj0h2Wp4PkLvSQe5qO9O/CDD1kyCTPw6w9H6M3IR+w902P40/l+FGy+OLAfOrjL+MNTFjWfz9VIrgYyC2/W8xsIB/hfPInqrbQdjVxpHm80ynb5MozOxaOTpU3B5uXHiNvzr3DbzlEt+9+DMuzIzVNkcPCY/j8JvLkyR8QS527J7ZRa6S5IPpP8XnCvFC199aHSk99owESUeAqRJt6oxExe86kbyqDFncqRLJyWXoQpvL9VUZNcrPiXzlestlyaowIaqPX4yT6Eswf3ie6Venid2LERuP4cpvHj4dfYiKAFNlPA5q6hRZnLlRLO9YDqGTIYr9RUq9JVbcNRGpVbb464t/HbffDQPrxocq8klQx2WS+1anDmhkJC/KkA3yPZ5pnnvuM8plF7fvxNfGSMw3WWXS3NyMJ5ejc26O+QvnCa3OGZXRss6gXuQv11W0t3VVdD4aDNbNBZ2hcalUwjAc3O5qQ1JRMZ9k1ZCOgkbUTR4HoYqU2yCPg07tIu7LaXUxTFTvrZyvau6q6G7k3+W85PdPGLr+tO8IhuMQv3yxbg6qKDRgXUW5psIrWxRvxvA0VQgeKOJyvFRLUC0ZFJYMsmMBwv0xcG2mHkok5mj+4nPunT3PF9Oz+Aq5ujY2NzevXYtx08Ujkt9bkVZHvaFSa8pQqfnkdLp1ThWfTkUlI0P+XTW+ctnyGq1SfcvvjOwUIEuT/hT47ycm+YN8gX8VDIBhaI2SZeJU03GwDaOuH1Qk0WKeny4WeT6V5r82NxONx9YId1ukKNk61axojzwfZbXa3bt31+ubb+Zs/98gX0rz9u0/JVlYUb7LMnRUMaJP5TVCNfdhfW66Orr40dPfIOsP8NzsOOdnxnD53FqVugobqZ8GygmOe+e51N7PhZW5uvdAqNjkNsrPq6hidLEIy64U11Z+yun4r1M1XgT+vbaOe2aDtA89DAziE3EisxFmj8yyPLTM8uAyobkQTeNNBBa/gnggFnAA7GM2zqBDypPCKBh4x7z0FfoIJ8OYjon74O6KmB8Fkcg4J05+TLHg5Z33nyGTbnDKcxy6R0YwHIflU6d2vD7t8/MUXS4WwmHINQ6BHwpVeeqpPGNj8YZp97EZ8/4QV5u7OHjnOv5C7qHdrB0H7Mk2HBuaTuRxBW38fsl+JwMTP3fjWmml0qI+2bfdusrUuReZ7D/EoVtXvkRr9rEdTPt8/KylmW8vLvF5qcxFr179E3QcnqlUeaFY5EilyiduN38UDFBoZAtn23wvk2Xa4+HdWNOWab8M+gNnOdR+nsXcFD+68Yfky+nGD+0gCl4/7519iZLbw3cuvcmxHdxFPLs8zY2mNm5GWojx6KrvRpgr3OV26j2GIy9umW5/g/QEwVVy0fV5Fy23WljpXyHZlyTTmcGT8dSMue+HNocA3kE4lgMDYBw04CAYHgMn72DcMojMRHDPujEcg+hAtGFeXyU6Oj8mn/fx9lvPUix6gawynVmtcv7yZXoWFvEUCiQ6OijuAF9SHRyHjvl5pmNNOA0iYAu8+GIWy4JPP/lq4kY9yXCAt7oP4qtWOPLFZ4+Wx0oIJxkiMlzbHG2EOwTBTofMXAuV+ByYm9MEVpaJL84yceAwg3euP1I99vFweDsWY2hlhb+Ty3HH5UL2IfQ5Ds848KLjcCqXxwXMmSYfut28UC4zkErzfwYDTGqiiQP8ZjZH1Lb5/9rbsHdBtWZgciTyDXoCJ7i/co0PJv7ssW+OSm4P77/0bXK+AN/89G3ak0sgSXq+LLryGeLFPNeaWnlpx3JV417mE0KerQ+Ze2KDZNt2nWhU51kmRJs60V2jWAkqFZv8u8rLDdbFtiqPElCrBnRxaYQIUheWX66PECeqVE9ts20Upgok2hIsdi+yfGqZxIkEwYkgkdEI3qRX68GnuifXV4iLHRz8rX6K8SLpzjSF7gKO28EqWvgmfPgn/USTUQzHqMWYGqo9393dvZaXHHtKjJssQlZRC8C6WkQea52IXxX/Rb4W47eu3jQpFr3k827AVqqyYrEY8dlZBienWD54kMTQEMvDhzAb0EDIonpVrKaNc2hgcpJwNseHff1Uq9W6POV5JUTewWCZZ56d4IsbEYrFKKIbdGpllbeSXC+ZZkXlESdD9d41io+l87hSxTaS6yKrQ+UyhBpA9jCT04p5IZcrq2C+cAe4H2nm/Og1zHyWCvVjJucrx3ppb28HwIWX5esxXJEy4cEKhlErZ2McnPhhh+yMi0i1F3drpi5f0c7Wzz7k1uu/yRuv/TbPXP+Yjvma+k81b2T1hy6uk7iW78kqCfm9E/NM5QEo94Ncb51aTFUvXf+LOjwM5YfOK1n8LquA5DAdcj+IMv7fZJL/eWGRf1wo8C+CQU5WKjxXKnPKruJxHBKWxQdNUa5FIty3LDAMrubz/P7MLP8sneHPm+O8Gwis2RaJuh13u/nGwiIft7ZgHTnCwGq5Yi2U+1alDoL1MZE9R6enpwGwcHMs8E26Aoe4Nvsm74/+BeBoTVNUbdfREYl5Lsehk9dt0b9ly+KNc79GJhDh96ZGGAr7IdxT1waV6lUXe0rlhWYAJ5PzvN3Wjx1vIVyszRehlpTNA3SezKI+ulh58hp7ceI/b6qDjD2xQdrHo8G0TZpnm2mebSbpS7Lcu8xK7wqZAxm8S14CtwP4J/wYtv404+Dg+B2KLUXK4TKVUIVEU4JysEwpWMJx1RYks2gSmAjgn/TjmfVgOLU8Dd/eMbreLiplL15PY1VW06ree/Sbr1NZ/UDtJBGKq1LhzNVrLMVi3Opo39YzTz89h2E4XLzYzBaH2X0oUAU+HDxBNJ/hxPQ9Zhs+sRmZ2yGcikH4SAbD0A+AvxnMUJHyTBhXu5orrPXODdz5HKMvfYt3X/wWPVNjnL760SPUah/bxbLLxZ9GI/y9lST/slTCBSQNgw+DQT4LBrjv8RAUB9rVD/u438+/6Orkby8u8jtLywz6/fxJrImiOAQ4Dr8+MUnK7ebNzk4imrIfFW78HPa+js8X5v37f8bo8qc8bqLqimnyxsnzzASj/MbYVYZKaqn7TuDESm2DdKe9l7MTt3etHACHrY3295fYXxL4U366b3QTvhwm058hPZgm8UKC5NkkgdEAxoiB43GoRqrYURs7Yq/9ddzSy2aDO+fGk/UQWApgpkzcKTfWjLW2KdoOee5eRrnsJRBs7A0YW1gkFwqtbY52Gsdv3iRQKPCugp5EhVCoxLHjy1y7FiWZdO+kZPtXAp+Gm0kEw3zzxscP52njQDVnUV7yU5z3EjiQxRWq0mj5dHemKN5ppZrQe7Q1Td3jzJ/8Icmvv87I4VPMtvfw+vgNhpf33f93Cx/7/XRUKniLJT7yuLlpWUSatrYZyloW/7qtjZeTKb6zskJvucy/jcdZcLv5tWSS9kKBPxk8QGmH6U9MXAx7X8FrBHnj7r9lLrN7djk62IbBm8efY7q5nW/du8HwygIEds/uNVYu0ptNcrutlzMTt79Sv+c9sUFyHEfr4SKLxoSIVxYVqygldJ4bKnH/dtKqgojpAlaJOuo83sS1LHJt1nzpioqAgbIaSr4Wm5ZoMQo5cK47LAWWmO+aJ3E0AXLoHhs8BQ/BXBDvrBdv3kukGsGX9+Er+vD7NizoYagG1PQFolydV58slhdeJSpVGqjpTnSeTapw//Lzslh/cnISyypTLH1BW1uSYGgBj6fM4uICYNSJ8GWxftPSEklJ1LyxDFEfVYDEjfUVqoy1wJrJJEdv32G8v5+V9nbKq95VsqpZbmMwGOSZZ2pB4+7eGaatzVvX57LoWvUuyaoUub2yCkWMi06VrKJgkNur83hS1UtF1SOr2FLpDBVXgJI7RNHyU3aHqVo+emdu47aLde+k3E+ibrJaW7RrrKkbf7FA3/wUVdbHWlY/yuzpcWuA8qKfaspDprzqLRiv0nLUwDADdXVQrS3xAx7mp6rYczFiTTHESi+Y2NfXsQp9n7xH881rXP7Gd3inZ5jOiVEMqY6ySlKeVyrPNN1cUKnIVBQZcp+p1teN+Yo5q1OnquajXG95rFRqQLnejWhndGo+Mc+FGunjzs61Puih/j1QBf4Vc/NyczNT8wv8/swM/3RhgY9p5dmVJKNtbSwPDdHCujoW1tVTcnt1tDGizycmVjnJHOi2nyVgxLg4+2fcmf58La3oU3l8dOp9VaBI1Roge9SF+weYDsd5EInzoKmVZV+A16bv8mwhCYGAMvAw6FVZArKqWOWpKp45lVrkh51D5Nq76Mil6e/v3/SM7GErrz3i2yr3gezRKH9/9gNF/orCwCCyEiGyEqHkKZGIJnCVXPhyPlw5F4Zj1E22RgvPk4zDRz6gvX0cw3CwbVheDnP9WhwanE3MapWKZ3e88IbefQ/bNLl66qltpQ+Hixw+ssQXN1rI5bZPtvgkIGf4mfT0kmx2UbKCFF0BipYfDMVpPN3E4PyjUSp47GrNZXsbac1CiPxYHMNTwdVUJNrlxtdsY/qr2w5tYxgQGiiRHPHjMeOUfFvT2AQzSQZGPufahddZDMdoTe8tVvZ91HAv4Od/7+/j92bnuLAa6frdVR61nUS78xQtwUNcXfwZ8/ndlxzZpsn1U88z29VPLlTb2LkrZXrzaS4sTHByZZ7Hpdc/nl7ix+0D3Ih30pF7vIboMvbEBsnlctUZROriv4hdoo7OQXzkVadHUIdX14UrV8W2kU8WutNyo7g0YseqM6hT0W3Imxc5rcrwVhcjqvYA0KSWiOnqK9opj4mqjqoYOBvrIOomj5+8g5eNLVUbNl3bVLQIgugwFFpkcOgeo3db+fQzDzPTfsplk1AotPahk2OUiHno8/mo+n34ypW6PpfrJcZQJcGQf4d6SUBkfJzW0VE+P36ctMcDlcpanA+ZkkKe+0ePVjAM+PTTVpqaInV5buwbGSoDdtmoWe5/cfJSUcnIz8njK8dLUcVAkSViMm3C0tISDrDSfJy5zgs4poXbyOIpZ/AXpgkXU7jKGdzlDK5iElcpw3L70yy1nyM0exlHIrJU0Va0bZD8AZjlEhXLtdYmMT7yexSLxXAcqNzswfTatL+Ux3SBz+cGTBxHLdFUxckxTZNQX4XsRJVI9hB038MwnbV+lE/A4p2M3h3BeOFVRiLNWPdH1+omt1F+/1SxznQSwEYEwPJcEGlVBvIbyxVSH/l5Oa1clnjHdfGx5DqKuSO/X6p5rjNUVkmGVeTLoCbylfOS2yPa+dbQEIO/eJPlaJRQXy9i9qvIonXUKvL3SRhk37t3j77QKVqah7k++w4f3/+ptu0y5PaojPp1xMRCcrRy6Dhjw0/RPf+AF1IL9GaTtOczxMS6LEnZdMTuKs2JvH7q6IZU3+PjhQwjLV28RJGOlaVN+cvSRlVMJPk7J/ezikZMhz2xQdrHPnYLnV23KZdNPvpokOnphzuRVzxeXAox8ZdFdHwcgLuDB7aV3jAcDh9JMDERJpv10MBc4olA2R1kpvcVsuE+AqkJ2u+/QchUq4PEh6F57hOSsSPMdr9Ey/SPMB7SUNVjV6laFrZhYG6xMNpLYZycl+ip2uboy8AwoelokcVPArAYg7atpUjuYoHWhWkedB/g+LWPv1zh+9hV2KbJ9//6XwNgJ+Xvrb4BTsRfZS43ykf3/8sO5rw17vYMEsxneeWzd+ju+uqjvH8rPceEx8+/bBnkb5arHMk+HkJpGftUI/v4pYXfn6S1dZyx0TbK5Yf70kWmpwksL+NYO/+KLA8PA9A3NbWt9ENDRUKhMiMjT35gSAeYCwwwdvj3yQU66Zh6i+67f467rPb0kmHaZdpm3qcYaGMxMvzQZbtXN11lSz8XnIpJ9UEzRiiPv3NnuO58rVWIpGG+BWcb87Br6h7ZcJRUJNYw7T5+ueCxw5xt/Wuky4t8tviXOI/JW60QDDHd3MHBB2N7hgyqrVLif1gYo71S4E+6hvmgqeMx++7tEQmSaZp1RnKyuFoWz4qTpE5cpkIjJnCd8ZzKsFAWC8v1VZWnY0ZWGdfJ4lBZ5KdiipbVGCr1oIpBfmMeQkQsp23UT7qYSqKOcr1Uv8vl6VSo8n2VyLWqiUEkRKmC4RocmppucPrMbSoVi08/jZHL5ermkhzu/3BfH703bmCbFt7EChgGfT/5CZVImKXf+q06sbzcNtEeXUwX+b5svF+Mx0m3tTF45y6frKr3hNpFFRPrzJk8hYKLxYUuQiFzzahfno9yWbJBooAsjpav5fqKsZBF4nJeYt7o6ATkOS/eUVllODa9QGLoW+Tjw1jL9/Bf+Q9kc8uUV8uTnRVkg1EZocoM6fwsU81niaZGcdmlurkg1DKqelUDtTwX0hkC+XU1b516eLmNcsUkPJzD749sykMHlQpFzrflZJ7FDwzcM/30d1bBU1KqLwHaJu7C2Re513+I9js1elUdTYhqPdC9M6o4OHId5HzFtY5iQ2UioFNdyGnFuKrilG1MK94FeQ4uSqpVVdwnHWO96CedraXKZEJW+euojTaqa0HtECG/17rYVPPz8xz0HcGxHN64/W/IlVN13zqVQb2KemVje8Rz8j15/Wtvb+fKgaNgGJxOLRKNRuv6VM5XrBfyfJfbJqsXZcoWVV7yfXEtr0fJZJIg8D/l5vnXnhg/bevn7Fk3r0/fxaR+HzAzsx6xXsSR0jkr6IzVVdgTG6R97GOn4HKXOH78U9rbHzA7G+PixWMkk1vHPOq/cpWDn3xSd68ciTD+D/8hlUiEzT4tXw6ebBZvOk12G2zXPp/N4SN57tzuxLafXIHvgq+H2TO/jm15iN77BdUv3nhoFRnUzOr7Fj/iRs9vMNPyNL3zH277WVe1tvhWXJpF0YHSvA93vIQrvDPSo7WyAzbRYzlSNwNYyUPYzQsYzn0cY7Ndia+Qp/feTcaOnKYrk6Rv5v6O1mUfexcONhW7RK68+ZCze2XCne4DdCeXiBbzDdM/bnhw+DtL9/lJpYO3mrtIur38zYkvHkvZ+xukffzSIBBIc+7cO3i8BT6/PMTNm33UPqn6DZJh2/SMjLDY28PV116j1e/HVShAZye2wt33S8O2OfKTn2CVy7x5+nTD5OcvpHG54M7dzUbHTwLyVpB74adY8PfizszQdvuHuPNLrHwJYXmglKA1eZOF6BGaV27h22J8ZbgbbJCsSgi7aOEfaKzuexT4u0p44mXmroC12E6v8TUmPO+Asbkvnrr0DtlwEx+euUAgn2WfVOZXAxWnhMf1eD2K52KtpANhnr/zeePEXxFM4DvJWbzpJD/tPsRPug5xZHR019WBe2KDZBiGVlSvYpGXxXSyqFalclKpbWToxMYq9mxVWP+NaUV5snhPFTdG5x0i5yWek/PS9Y3IT9ePsihW1EFFYQLq0P/y87LHobgvi5VlEbIc20bkq/MAlMdCRTWiiqkENRG9x1Pg3Lm3wajyxhtPMzlhIjjWRP/KKhxBARBdWMCXzTL7zdeJ9/YSWVUB6FjqVd5zMnTtEWnb33uPpskprrz0NWYcB1b7SvSfXO7goIvz56cY+SJGudSB0KaoKEF0HkqiXLmuslpGvhb5yeMnj5WYN/Iz8u8yRcJ8MsdE+DgzLRcwsGme/hDni59SdmzKqOk9ZJWGrGJTxSQbzI6QCA8x3XmBptmfrS2UQmUhq2LEvEmw6lmXzWKurGyKd+PNNwMOZlOOatVReldtZ+6K+3LatXc8CMWTCxSngXtN9LYN4XgLSg/Moz/6D3z2m3/AW+e+TuvV94msnu51ahVRB13sIxlijujUcSIPeZx0eYl+1MXGkSH6RqWqhnoPV4FGZhA6iiGd95QqL5XqTVZh17HBK+J56WJEiXdCXu9ltZqsWk2n0+ScFC6vm2w6R9Wp1K39Km9nuV66sRLXcj/KKrbLQ8fwVCs8b1bxrN5XxYKC+m+GgI5CSMxN3TdaVseJusn5y/0v+vdbuRxOZoGfxTsInHqOpx+MAuuxxeTydBQ2ujmvwpMrs9/HPlZhWRXOnH0fn7/EO2+fIrG8vWD/VqnEwPUbAGRXA5HtNgavXWeur4+pQ4e2TGcYDr/28hSFvIv33//qPUq2iwoWt91DfNLxG8yEDhFd+oIDN/6I5tmPMZyt3ZQfBm6nRH/qCilvG0uB7Y1dxV37gLhKas9ET7EFK1rCdO++KagrUvvwGWW9lNJTzHP2jT/HNi1+evxZ7D1jPruP3ULZqc1Nr3v3IlVvxL1QjIPpZTw7+H7uJr6VWeRMPsmHA0e529y5q2XtCQnSPvbxqDAMm1OnPyQcXuHdd0+yvJ3NkePQc+s2w5cu4cvnWXj2Wcoao/udRtXlouj3NaQWefbZJG1teX7y436Kxb3/mtoYjLt6ue0+SNH00pybpD91hcz06K6V2ZEdYyY4zHTkGC25xnY6YoNklTdvkMyqB1clgDue3PTbbsD0rxKIlrxbskEFUwmOv/8zrrz817jWfYBTDx4/1cQ+Hh/Kdk1C6nUFyJV23w7JNgwybg/xPWh7pIMBfC85w0y5yhuHTq8R2u4G9szKK4sodeG/hRhOFuM1Um/J1vYy/YTK20ynnlKJjlVh1GXIYlSV14Ms3tV5dYl2qlRPUC9CVAXl0nl0iHzlsuS+kaHybpP7XyWq13mKiPtyWToRp+gzOa2s+kkkEhiGzdPnrtDSMsf77x/k+jUDqHmyqTxnurq6cJVKnPvZz2ienSPT3c3Ia69hHxxC9IRKbabz9BF9rfMWlNsmxqrg8WBlc+Tz+bo5IhAIBPD5Krz09RUmJ5qYmekkEKiPei7E0HJZsjg6oOBJklVWuoBzoj6yWlT1Lm4M4e8Anzd9jYSnjUB2mqG5i9gLYySon6Oy52c0GiVgOBx1VbF9fuaDzcSkgJ3y+Mn9JOou7rVkx5iInSXjePFWMkrvqzUPwtU8nWyWcrm8rnpLJPDaUeJAwU5TTNXmnKxmENc6OiLVGqGjQ3EcB0wHx1XGqgYwPZ4tvWna7t+ld2mWS/1HGJibqhs/VRm6wIvytRjXRqYC8nqj82QV5crvvdx38nMiP7mOKsokWH+v5LxUVCQydConMVa6tUlOK/pU59Ws8iLUeUyJ9sj1lsdMXt9SqRT+agLitQ3SxvbIqm2hntKp9lSBReU1QJgbpDw+HMOg2++hxbv+/slrl1x3UZ5cL3m9kVW+8hzZ+DyogzTqPN42el36gL89e5d/M/AUPzr+LK+Pj647YVTq/0J936i8OXXYV7Ht44mEZVV4/oVP6OmZ4ZNL/dy9097wGVexyHM//jGx+QXuffe73Px7f0C2+/Gqr0zbxm7wUpbLJtmsi0i0gGXtfWLgad8ACU8bnTPvMTj+Xwjk5xs+EzNsTrmruA0IlvL0pGYxS5sjvDdCc67GW5UINVazld1ecBys8uZNn+WsfiBdW9sk7Ci8RYxcEBp4JxrAhdufYxsmFw+efDx128dXgnJ11SbR9XhUbCnP6uapquZC3csIVis8k5gl6/JQbuCu/6jYExIkwzCUJz5QE9Pqdqli16wjdJV31WLXK58c5F2mvEMWu0zdiVBlKCmfKFSxcVQ0FLpr1QlsYxkq40ddvAfRZtkoVr6WyxN9ojpF6Noj951M+SBOS3J/rMcuUpMIquIdeTwlvvbS5zQ3Z3jv3SGuXYsAubo2yu2Jx+N4SiVe+MlPCS0tc+3b34Jnzq1JjVR0Nrp4RrJBvaibfAqU6ytfC+NTT6FAzrI2SY9EHUzTxHFM3vxFD3/jN+9x+swDLn9W//EX46qTDsinZDHPdfQvMsRz8jyX3w8xPrKB/FKmyN2Dxwlmp3GPf4CIaCPmgyq2Ubycp7OcoezysBjvpCUcwj1+C8+Du/iOncXV0q40BpXrLoxfPaUU/uISieAAHSs31tYOlQOD43Jh2FWKxRIGzlodS6USfqd2nSumcFbtQOSTsUqSqpN0i7HV0TGI+eTuSlG504lrpp9oZGmNGlCW4IlxDeUynB4f4dOhE9y5v0JfPl2XlwyVQwaoCWTleSi/M6K98hzWkeSKa1UcLB10kmO5n1VktSpKI904qKQRshRGB5VkQ2dorJJ0y30mxke+t9HBRC6jUK6tE02RZqLVqJZOSNRHrqtOiiUIevv6+jbdmw7UYrz1+n34pZAT8rxQ0VCpviegnnu6b6xchshPboO8DqkIyePxOMlIE6FqhQOxJgxqbRGG7/KYyPWV3+t9I+19/FIhEMjz6mufEYtl+cVfHebOncbu7758nlfffofg8jJXv/NtFg9sj+Jjp+EqFPCVSuS2QQw8ORni7p02TpyYIhbfHbfzncBMx3ls003X9DuNTYgdh85Smq5yhoI3yHxzD1XLjROKUhp+CtMXoHD1Y0rjdxpyJMmIZe6T9bdRsrY+dQfSSRzLRSm82d7MYvUwYj0+CZIZyWP1LeIkgwTTgw3Td67UvNvyW0QC38eTjdKqBMljPR5X/xWrtnGIO49RcrqDmHL56KkUds19YX+DtI8nBtFohldf+xSfr8TPfnqMycnG1BuxXI5vvvkWoUyGq9/9LksDA7tfUQ0iq2SU85JUZStcujRAsejmwvlH54WOAAAgAElEQVS78NiD7DfGiredlaZhWpY+x1famifJwqG/mKS5UmDB5Wcx1oEjqxo9PvxPX8DV1kVp7CbOnes49vYW7VhmvFafBmq2ULLGg5Zv3rypdqiVZTzmYJxWawqjKYMv29FwiBfCNQlcd37vbpj38eXQEugFIFt6ON7IR8Wyy0PIqeLdg+tLI1SAOZeX7srO82UK7ImjiGVZdaJPneGUEG02MpDWGWbL9xuppBqK3jQxUARUjPfQmMKkUehzGbKIUmUsrRMrCjWRrr0qpm7VPVjvU52RtpyvEJnK4ndZxKwKwS/Gr7U1zcuv3KJSMfnPf36IdDoEq/4/wvhXiI2hZpAdmZnl9A9/CJbF7T/4u1Q6O1H5qsmqENEenWG8al5sJ56Ubds03b9P1TRJtDRvotcR86leherm5kgnZ85O4A+UKRbqYyXp6ABkNYVKHaejn1AZIsvqgMnJSaAm1ncMi7mz38RVSBC49y4Zp6JkCO/o6MBVLdO2Moe7WibT2oMZidMszRFB5RIIhfCfu0B+7CbZm9fwLLfgHTikZD+vM4QtzOApLLPo76EzcxtQ0xi0FFefbevEOzOxJqWybZs8tQ1eNeei7EtvKkPUQWfArjICldcAeUzE/TUVku2m7M5hKnj/xFi4XC6WonGChRzeQg5Rmkq9JKvKVIayQF3bBeS1UqzHuthGcv+KOSbHMJLnjZxWtF1HbaSihJDXE7k+Yo3QGc6rYtltxxlFZTYgr2+q74uOEkTV/3JaeT5ZlsVw87PkykmWyxP4/X6t4bXqO6KLMdTZWXOFl2MfeTwePvRH+SQY53glvyk/lekKrPeTLOFVUaDA+jujo/mQnxP9oHOwEvnK+U9aHqqGwZCldtxSrYMb0Yhia1+CtI89D4+nwiuv3qFQcPGf/3yY5eXG4ueWe/c4+xd/QdnnZeTv/QG5zt2Nl9EIZrlM+8hNprq6qGpeVhWi0Ry5nJtiYbMdwFeJVO8LVPxxmsd/junoaDkcgvk0XcvTWHaVVNcgxcjWUj/DMAgMHcWKxinPTG5b1RZJjpILdlE29f3kLRVx5zLk4q2bfitQ+6Bb5ccXfwbAsaGa9lD2Nnbpng/HaEs/fkbzfTwehNxxOkIHGVv5bFdJah3gL0Kt/CDSyeFSln+UX2z4zF7EhFnbLPXZu2dgvr9B2seex7PPTeD3l/n5GwOk0403CgfvjfPUj35MNh7nk9/+bYoa4tPHifabt3AXi9weamxrsg6H9o4Uc3MR2ENBAsuBFtI9L+Bf+IJAUh1/yI3DYaNEa3qRksvNTKyLir+xgeza81292Nk0dmp7G4JIcgwMk0Swb8t0oYVZVnoGcDacHG3KlMljlYOaJ3cH1bQHHIOKZ+sNUtHlJhUI0Zp+PKqXfTx+DMXOYTtV7iUv71oZDvDDnsO8GWzmxVyC/2ZlCv8TqF6D2gbJ69i0aQ9oXx57QsVmGEZdjAZZ9SCrc8RpUhaLqTwzdCoeWWyoEtk1YvnVxRVSqarkclXiflnsqGODV+Uvi+1VHh06sbCMRmokGSI/ndpT1V5ZTKoKq6+Lg6Si94g3z3D48AJXr/aQzbYiNIXyHBGeUm1tbbSMjnLy8mXSBw8y+bu/Q8zrXVMXyGL/TXFptoA8VnIeYj41EjFb+TwDH3xAoq2NMZ8PFN58KlF8NFohGCyxuBCr6xuV2kNHgSHUlrq5rROVCwgVqAPM2hGqg+exO09CpUj10g/IB9br3dvbCzi0UGXQqnmKFdt6qcTbaTLqYznJ3oAqj9Jw/xCFW9exF6axOtZti8QckmlN/H4/3sIi7mKSdKifgeqDNbUd1Pdt39gIV/oPkj10HP/IFWB9vq5YU7TkD5JPz1P0LShVKbr4ZfJ9MXflOaqKC5RKpaiuqk1LVhJb4Zkk5si9UG19jC3PUzbVcaxU76qKWR7Wx1VHSyL6RBfjS1aHizTyuy5f67wmVeWqvHh1ajMBub90nsZiDshpZZWgXAcVjYcupo5Ql8lrmkq1qjOdWDNRMFwMRE9xf+U6K5l1iY6ubSpVoewx3NW1Hr5ErI+GYfBeWx/X4x28nprj9fQCjtQe1RyG+u+pyqRCTqtaV3VzTPWNlMdX5T0n53XfFaK7UqRcLNbVXawj8nsv952OXkyFPbFB2sc+VHC5ypw/f5eVFT9XrvQ2Tl8sMvzW26RbWrj/+9/D0dhfPFY4Dj0//zmeYpGPX7wADdyfZXR21oyK5+ejDVLuHqqmh0TTMMvx45S9MShlsUbfwRp7D6OYhoDEmYbDIaNEzLApuf2sxDsJxLdnkL4RptuDr7ObwoMJaOvFaLCQGYC3mKDg37qv2ibG8GYzTB55iuHVDZLAZPUTor42oqmjJEy16/hOwxWufSTcpRhF/5w23Rd9w4RzGTqWF6Dl0fp0H3sXPeHjeF0Bbi9+tGtl3Ii28m77ACcTs7yWezLVajK8js2M5WE3/e/2VWz72LM4ceImfn+J9987hF1tPFUH3/8ATy7HrVde3hubI6Dt0iVarlxl9NRTpLfpvVaDw8FDM6ysBFhZebxqH4Gc4+bWoe8x0/kiZrWE69M/xvPjf47r+l9i5DarejqoEDNsxm03S219VN2NyUu3gq/nAE65BImFbaV3VfJb2iABmI5Nz+1rLPYcIB+tV706VFmJXqNq5WlKnoDCl6v/duBuKmMFKvhzehu5RLyN+VgLRyduYz6h6pB9bI0D0TOs5OeYy9zblfyXQ1F+2HOYvswK33lwZw8p7B8dF4ppEpab67vIW7cnviKO42hDgctiNiHeUwUyhHWRne55lahWV64MIarTeXqp6qNSxUBjLw6Vx5tORNlIPKjyAgB1KH0VLQY09mYRddA9r1Id6dR5cn2am+cZODDJyEgf6XQLG6WtG0Pdx2dn6b5+namnn6bQ00NIodaU1Tq64HJiLHUicZ1Xier3wMWP6Pn5z5kfGuK9vj6Yn6+bFzLkugE0xVZobs5w9epJIpGoVhWsao/K005+RkVFAusqh/n5WiTsq76nqLrcNF/+d3hSU8zOzlLd8LyYHybQZdnkXD6qkTZaVj1mZDWTyqsI1sddnjeVSgUz1oLp9VOdn8ZeNe4WqgW5H9c8awppSjEvLrdb+957vV76pscZPfMCKz0H8CaW6tRBuWKaku8SHbnnscb7qA6MgruyloduXjTyelUFtxVtcQVtXAth8rkCGE5d8FSPx8Otp1/CXS5xcHIU27a11A5i7umoFFSBE3XqBpUHkvy83GcqdY+u/1Vrlk7VL9LqAumuUchIz8jrlCpfeY7p1gBRru47o3rvdd5ZIg/dWp3NZvFYPuK+Li7e+yHLy8tKihSoVxMJ6AKB1s03t5uLx5/Ba1f5m1M3cW9QdwvInuS69UbkK/eHjoZF9bsuGLMoWx4fVaBIGSfKZZqqFd7xRvkthWmDPL7bUbepsC9B2seeg2VVOPv0ddKpINevNQ7qaFYqnHrvfQrRKBMXzj+GGjaAbdPxV7/g6M9/TqK3h5HXX2tITrsRgwfuU6lYPJjq3qVKbo2kGWHK3UPwwSU8qamG6bu8Fi7HZsW/c6S/hmHg7e6D5DIo6EE2wqrkcAyLirH1uS8TWQ0rsKhWaVXMPPP+T8C2sCYHwN6983Zh1kNxwUPKew+MzdKhYjDM4tBRDk2N4a7unjHqPr46tAYHMAyTB4k7u5L/rc5+5qLNvDJ3j8Av0RyygAvFJDc9AZY9vobpHwUNJUiGYfxb4NeBecdxTqze+wFweDVJE7DiOM5pwzAGgBHg1upvFx3H+SeNythKgqTajetOyypjM50xtSov3WlLQBdXQSVZUp2QYX33qjLclusFaiPFRn0j17ERVYLOYE5lrKc7EYrTlI4CRUW3IRtHqgghDx6aIBgs8OMfPUWx6FALCaanmDly7TqhVIqR3/0drEAAC/UJSO4P3YlPdVLRGYmqDNTN0VEO/tUvCM/Pc2egn49On8aZm2N2dnZT38gnttppyqGjI0NH5yhtbdPMzg4TDrdtqoNqbuqoUVT35NhTcnuF5GhmdpY7PWew7CLWrZ+TrxTq6ivHU+nq6gLH4VA5RcmyqAbCeAxjLd/tSK7EO6EidbbaezDGbmEvzWO3dKy1U0VrUc3WPN6WMyWapTbKY1apVFho7sCsVoguzWNukHCukbSaKezgCmYmRqVcVa4t25HUbGwPrEtfFqdTVG/2QjDPneUPIOXUtQegeuIsjmXxVHpxLb6RTN+iok3QUZyojL/lPlc5gGzsu63yktstz23Vutsolp3cHjlWkOo7IeevIz0Xa45unVOtATrpjJyHaIeOuFjkK5wLoN7BwLZt2oL9VO0KM6l7dXluvFYR+eri+Il5UfJ4+fjgSXrSCZ4vZTAU76AYY3n8ZcmvLHFRke/qpIyi7rpvrDx3RdlyWnmdEv24kXrla+UsP3biXIq28fXJ23V109HkyO2Rv0UqbEfF9u+A/wP4f8QNx3F+V1wbhvG/Akkp/ajjOKe3ke8+9qGE31ekWjVYWIjQQItIUyrFgSuf82B4mNRXRCEiEJie5sif/IBSIMAX3/kOn3o925IceX0lDhy4TU/POMFQhkrFxezsEBP3Tz2GWm9GMthLJtBFz/wHZCqNCWTDdhmfU2Up2PLQkrJGMIMhHMPA2AaRrVleDQRpbX2aTMdbiCwvYm4VqdsBMxfFDq2AtbUY/lFhT7aCAdbALCyrbYtcpdVgksa+sP+XFe2hAyzmpqjuQjyf8cGjFFweXp78DMO/+zZ1jxsuHPyOzYp3d+yQGm6QHMd5Z1UytAlGbev5O8DLO1utffwqw+WuUC5vL5ji4dExbNPi5gvPs/0oO7uD+LXr2KbJp3/wd6n4fHBfHSNIRjSa4ZVXP8PjqbC83MzkzRMszPdj2y5tmIbdhI3Bg9Zn8ZZWaF25yXZILVqrBUoY5B4iztF2YRgGuL0Y21CxmaXaabDRBqno9RNMJ7dM47bDGLaLaqBxAMdHhVNxYQTzGB692sNdqG368l/S4H0fexOW4aYl2MP12Xd2PG/HMBgfOkZvepm2fAb8jamZnjT8mT9O3jB5YXp0V/L/skbaXwPmHMeRlacHDMO4DKSAf+Y4zrvbyUhn/KgSn6piBYHaUFJn4CfEb3K5ulgXqudlMaos+hT5yiJmlfhWZ3gt1+dhjLBFGTqxsQyRry5tIxWNXN9GzOUqEX0jVaXbbVMuW5viE200zMa26Z+dZbG/HzsYrPtdhujr7URlFu2UDU91MUFEftlsFhyHpps3menoYHJVhD4xMbGWVhgVy8/HYhZfe+katm3x+eXvksvF8Hq9a7GedKoDAVnMLYuNdezaArLoWhb3T05OkggNUOxqou32n7OSWK6bx+JajrHSGvARXlgmGWnBraCBkNVFqrhd8rXOELZiWVDIk8vl1uaI3K41Q9hVJvRc1SQlBZiURfkej4eyz49veUE5X9bUK9Xae5irJKhIc0FHCyQb2Yv5raLkgVqfOA4UyxGMssHS5GRdP8l93hIO8RlgRJpocmqbRLkfVaoslQoI1DQpundCFYNGTqtie9epwFXrozyf5TbIxvdCLaUyTob1ea5jvFe1TUc9Jb+XqthhchnyuIvndKpX0U/yeyYb4cf93ZiGxXTyrrJeOhojMQ/lvpNVrx0dHdyPt5MLRfj16TuEw2Et7Yxog87AXfVd1Jl6yCorMcfkcnVqS9X6pprbct9cKsNFT5iXk3OEl+YRM1LUUe47nVOUbi+xVq8tf22M7wHfl/4/A/Q5jnMG+B+BPzYMQ2m1aRjGPzYM4xPDMD6RJ88+9uF2bU+C1LKwiK9QYP6holPvDkJzc3jTaR70bM+o2rJsnn3uEh5PkY8+eoZc7quP9g2QCB/ALGcJJMa2TOe2K7SXMrQsTmEbJtng7sVqsl0ezEpj9YNZXt2sN5Ag2ZYL0956YTRWl0ZHYTj9ZWHnXBRvtuKtNGFvEW/JMQyuHTkDQLC6e3QK+/jq0BEexHFs5lYJl3cSI539BIoFjmR++b6veQz+U6ybtnKBV1Pzu1bOI0uQDMNwAb8FPC3uOY5TBIqr158ahjEKDAOfbHzecZw/BP4Q4MSJE/vBPfaxhu2q2LonJ6haFov9W7O4Pw60Xb+OYxhMS9IVHTyeCq+9PkpTU5pLH58judJES8tjqGQD2IZFKthLcOEGhibeTtiEvsIK4WoJByj4QqTDcRxz99SBtstd2yA1kABWvTWCTlclB1twPnuKBcoNvF6qRm3jYtruHQtE5ziQHQuQv98MlkMyeJuc74E6rWFy9/W/wVLfQU5+8SnDxu4xlu/jq0PU10q6uEy52tjG7mFgA9NNrQzNT2H9EsbO+oEVImm6+e/mR3HtYvu+jIrtVeCm4zhrPsCGYbQCy47jVA3DGAQOAVsfRVehUwfJVu2quBWNPDMaUW/IIjtZvKvySlHFf9l4X6SVxdyq8OmyqFfn1SXykusti1llMbcqBpQMlWefTiQuQ9RBpzYT/SCPg/y73E5VLCUVy7zbVSWXr9ngyHWU+9nv89EzOcVCTzeuUAgXejWtmA86Ty9V22WvE50H35q69NYtOq5cZXz4EHfn5pR5iLr19fk5f+EzQqEcIyPPk80eIBxe7zNdbJZGnjGN4vDIz8vzSRZDzxoxbNONb+HmWl/JFEAd7e0MZhdwOVVysXYKkTjuQBA/4EctrpbHv5FHm+5dzJTK+HFILq1H/1XROWSbatK7uFXSqniq1SruYp6ix6v0tFsbB7OmhgzQTCVYVqqc5D6X32HVO1gul3GKLqr3Wyj6FshERpmcuccqR25dHZrb2rj8wqssDQzz/PgITy9P45HIlhvFa5PbK4+vSt3ZiGppO2zyoj5y/o3UJ3JZdXGoZA++1f6V1xOVyl6ui6yOU3nK6byLVXNAp9qT135Rtm4NF22Q57Oc1tvqJ1/OUKlU1srTUbPIfSo8GmWP0hrVTw2F1g5KLjcHilmlF284HF6vw+pckOulm89irHQUXqrvrbz2qOJ2yfnKqk75OdE31WqVm6aHN60A51dm6UgnKALLy8tracW1bh8gX+u+e2tpt/wVMAzj+8CHwGHDMKYMw/hHqz/9HvXqNYCXgKuGYVwB/gz4J47jLLOPfTwEXO4KlQYSpKaFBfy5HLMDA4+nUjo4Dk99eJGi18vI2bNbJu3pSfONX/sIr7fEu++cY272q/W624hs0yHMSgFvakL5u79awmNXybZ0kY+347i2ENPsICqr0ilrK68zoOyrGaH6y3rD6rw/SDoax1Pc+sTeVK2NjePaOcoRJ1Nb/HOhCRxLrzIbPXqG6YFhjl7+gKen7mrT7ePJh88dolDe2tX8UTC1yt3X80tIbvyfXBFa7AqvLKmlrzuJ7XixfU9z/+8r7v1H4D8+bCVM06zbydUZaCoiazaKDqsyCtyIRoSEKgM/Xb6q05KOwFQVHVZXhnhO3knrDLpV9dXFgBLQnbI3nrg3lqs65cl9pzNoFCcvHVlt7UTh4PcVyOYiVKtVbaymjnvj2KbJXF8fTavl6eqoi9QsoDo9qmI9Qc3A0lUoYFsWudlZuu+NE19c5CeHh7n14EGdIaxAIFDhlVcXGBpaIJsN8/nnL1Iuh4nF1s3zRB3kesunTvm0tUauqigL6mOYCAmQTuog8rIxybYOEkjcxW2ZiLOTOKkCtJsOtmni6+zBp1CpqeJn6Yh+VWSnOolMplCrYzm7Pm/kk6Z4h5PRDjx2gXjYV3dalvv08tmv4WDQ9e7P1uojSwQAQtVOmitHqISXqIaX69qji5/VKEJ0JpPBvdiO6SqxkJpiI9eDTK77Rf9BWpPLXFieJrIqIZDfSXnc5bm5sR0b6yD3iSoCvkqaJEtsVBJrWH+XdGuaSvKkm4+qtV0Xi0nMXblejRxTdLHhVGueDFkaoVprVZJlWJ/HWkmeFWA2d59UKlUnERbQGWGL97K9vX3tniztvRaKEioViNkV5TdHFddJJ72WoVpL5Xzl9ULVjzpSbdUzKimlbdtUgHa7Qn4lsWaYPT09vZZW9KNOgiR/T3UMEQJ7gmpkH/sQ8PuLuNxVkkm/PpHj0Dk+TjrWhP04XeEdh9Pf/z6R2foIzBPRKCMSk7aMY8dW+PrXZ3G5HT7/vJflpWew7b312jnAnehZbJeP0OINZRrTcfBmkxTDMaxdtDdSwe2sLsoNYgEVPE0EbX1ggtmOXpaGjtJ/8U186aQyhIHHjtBePkPeWIbWiU0bmUeFUfRh5SKUm6fZKnZC1bRYiMQ5NrU7bsv72Fvwe0LkS9sJpvFwyLo9RMq/nHZrIadK2ng8a9DeWqn38SuPSKR24kqubBH4yzCouN1El5Z59d//MYljR1k8cYLq8PCOByoU8ORyHHvj52ubo4lnzrHk8VDyevm4WFSW29JS4NXXppmeDnDp4yOkUn66u3f+lTNw6HBnmS8HqD6CY+pk8AizgUGapj7En5pUponZJQzHoRCO87ipc73OKufWFouiQ22DFK/MKH+3DZMrZy7gTyzS8/lFZRrL8NBZPodNhRnPJTrNVmW6h4XjgHuhB8esUI0ubrlBSsRbqVoWHSvbI+jdx5MLl+nGbXnJl9ONEz8k8pb7l3aDFHZsZszHo97f8xsklYpGFr2pYqvoxJ2qWAiymkkWc+viIwnoDL1EHRqRnepi66jE9nL5chtUZcjiX10cDwGdOFMVjl/+XRWWQUXBsRGin+S+k9UFS0tLdHXVXDYnJ8vkcita9eJ/feVl2hYWODA+Tt8XI7RduUohGmXxxAmSBwbIRKNUVvtVZcBep061bYJLS8QnJolOTNA0N0cuHGK5o4Pljg4K5TJnP/oYT7nM+ydPcqu/DwyjRs1RqdQZCK73s8Orry1SKrl4952TxGLd+P31ImhZvasi3pyZWf/YCxoQgEqpwHA4x9djOZ6KZjgZzRByVfn+zAA/mDtQl69QZ+riWM24OrgXeYrm7D2aZi9iWFadGkJcx7IFbJcPb6y5br7r1BSqsdapOMU8lutdFwPKrlDCoCJREsnt8fl8lEwvVctLzCkRCATq5k0ul2O+vZtsKMLB//J9yhtiNIm6nom/htsJMG68Tb6cxrbXVRoqQ1cZKmJT0fdOwYOZD5MN3yOfT679LrdXqEe+OHwSl13lhOXga21d619ZLSPPEZWKrBGZrfycyjAb1vtXzl9ep1Trrqw21TnHqNLqYqipfpfVJqJ/daohuVyVSYU8d1XxhnTG0o3qq6I7kc0KhGo3vGozt7A8y9LS0lp5slpNVpvJ3yeRZjNdUQ0Ft4fucp5AILA2rvK8afQd0RGOizkgl6sba9EeeQ7JxuFyvqI8VWw/+X4mk8EbCpD2++viScnXKmJpXXsbxcbb8xukffxqoSlWoFCwyOUaiFANg/m2Nubb2phsbqb17ijdt2/T/f779Lz/PgAlv598c5xcU4xccxzH7cYqlzFLZYxiEatcxpPPEX0wjWf1o5ltijJ/4AC+ZJK+kZscuF5TOaUiEd59+WWmrO1JaIYOrtDRkeKDD4Yolb78a+Yzq3yrbYHn4gmOhjIEXLXFYyLn5a2FGEejBV5tnuFP5wa2nWeKAHeanyZcmOfg4ocsbZHWY1dwAuFdk9BtBS82hQYi9by7tvEMO2qD1wc9g7jKJZrGbyt/Hwg9Tbv/ILPGFXLGVj3xCPCUcahiVre2dyhZLu6293J8ZR5fA4P0fTz56I3X6EyTucUGKR8O11p7SLs8NG0j+vyTCK9jUzJNbAzMXQ5hsL9B2seeQqypwErCx8MYf9huN3NHj5B++izudJrA/Dze+QX8y8sElpdouXsX9/V6r6Wqy0XV7abi8bDc10eit5dEbw/Z1RNSuVzGrFaJLC7iWljkQV8vVZcLUo2pJ1yuKi+88IClpSB377Q3TL8VIlaRb0bHeHngHmFXlfGcn5/MxrmyEuJ6OkKiXDsNfacvzz8d+IKToQRTNDfItYYyLhzTRXPuPiZb8I05Dh67QsW7hV3YbsFx8DlVls2tNxeLgQFMu0LM2Tw+tmEw3d1P5/R9TIV0M+bpZjjyIrP5OywFdp5R3TAdSt4k7uLWwUBvd/RTsVycWZreMt0+nnx4LB/fOPy3mFy6w53ZKzuSpwNc6hrkg95hDmUSnE+o1c1POvKGic+u7vrmCPbIBsm27TpVi46eQKUmUolfZdGoygsO1r0LZHGbLgy6SrWng0p0rYq3oQvVrvI00Km/VGJ9XR1VajNZnCmLgFUxguS0cj8K0aUqZgXU97+KZVlOW61WaYoVGB+PrJWrC2M/Ozu7Kd81ugfLgs6O2j9q88JbLGIBFZertjlSiVaTSaqr6jLRXw+AnN8HCwub6ivqI7cxHo/x7LNjhMNlLl58gba2WgRIMYfktLJXl6D/mJys2QB1uDP8tucK3+lO4jYd3pjy8m9GolxZ8qzOnRIdHS5YXSRuMkS2eptvti/zR+n111qMq9x3Yt44LBGI9jETOkRs8eranNzIuO2qlDAAVzCMy+dr6IkCaoZwlQpHro+8Bgi1pWVXiQFZG8p2eW3uyO+JL9rMQmiQrtIU8fDmAJALbd2UPT66J8cobIir5nMFOd38XQp2ijv5txnsHlj7XRXrTFYz6aiJxH3596J7mXDxII4kTZSfyTjwWf9h2hILxFeWKG7IS0dzJEPlISa3QRUjSDd+qnVELlf+XbX26LznVGzwOsZ6VVw7uU/Fd0Je23TzTbRTFwdJhihP50GraqeuH8Wc3sga/8LB3yDki/GDj/43gsFAXd1kNZROlSXaJv46wFs9w1zpHuTw/BS/MX2XCg4VKY2KJknOV+f1LPepWGPluVDncSp9R0Q/yeOg8yoX/aj7dgizjvn5ef5/9t47SJIsv+/7pKksb7va2/Fud9bM7DncLe5uz+Nw8MAFLAUgwCBEJ5EKKSRKIQcyGEToD0kQgptRWVYAACAASURBVBQCCIoCQABHAAIP593urcHu3s7s7HjT3neX95VZmak/qrP7VXdmV89Mz2wv2N+IjenNynz53u+ZfO/nvusTCfxqk1Uh55ybmdXLTUZ8R7dv+oHYIB3iEAB+f4tQqEU+7x4u/DBo+v2di9geeNkeBOfOLXL6zDI3bgxRyD9Yeuwvpm/y+eQUhiXx14tx/mg6xdWl2q7PGLbC69URfigyz59UDBp2dydGCejLX2Nm8GOUQiMolVuu96kOzUfg0TBm7wZtg2KjsYvz+bw2jiUpTDSnILqzjvNjx1ENnf7VBbbTB59O/xCaFOQHpS9j2o+IzkP3EawPYmMh2e6mwkvHn6Spabz/0uXDVflvOVLhAS5OfIp35l9iKf/w0YqWJHHp4g8zN3yU80vTfGT6Okr4cYdSPD7UVR+hPVAP7QUR/+5a3YflYjvEIfYNyWT7dJHP7U4DcVBx7lyRCxdnmJ5O84M3HywJ5PnQOl9ITfFyaZgf/94x/uX1AeZre2Nyf7kyhl82uRBwj0RzQ6I8g69VZS15zvMeydlMPs6UChuINKuYQNVjqbKRmfNP0GOsEXEJ8a/5/CyMHmNs9u6ORJMSMkdTz5A15qiajyifrQ3y7BFky08h8Q6munOjW0imuTV6nNNz90j/LUzsd4hOfOLsL2KYTV6886WHLssGXv/gJ5ibOMn7Z2/zkenr+5WZ4kBClxVKWoDgPmyQVFnjc2d/Y/d7Hvot+wDbtvdED+KWrM2N+dgrJb4I5x2iqlFUJbpFqYnXRFWi+Lfb8250GW6JurbDec6NqgTck1F6ma9E+Ypp27vVwZG1l8nQTcUsliWq0kUWeQciC3pvb1vOH39hkUIhT7EYpFgItv8thmg0NBzfJLHfnMRgoqrXjSJBrIsItwR6e4l0cJ6TJInx8QKf/swqS0sJXnv19I7kp06/iape0aS0trZGQDL4LwcvM1MN8Fvv9LFaLsAGE5ibWWW7yXmymWRZj/A+/yRfX2/nZXJkLo4hsSy9USOxfpX1wQ8QU2No9WzHGNJ1Hdnp79ZOlbkXpYRThjgWvJJvOv0iJntbWFhAw+ZIwGZBt8g1Sh1lOHM1GzlCUw7yZOMqsixvluv0/9WTR7EUhaF33thh5jgx+AwhX4yMdI3eQDukX6RucFsPvGh/RDj9bppme4Nk+KgEpqlK62DsND1k+4dBkjh39x1arZarGUJ8lzgexbnoyNGLEsltDHklx3WbM27RumI7xGvi2uOWpFZ8l7g2iRGhznruNa+d9oht7DY2vWhNxOtuFCNuLgqwJSexjmJZztrktHcsfo6J9DleuvdnKJrdEaXmjDdxTXSTHQjmR1lhefgIE5M3uLjc1kZtX62cuntFdDtydKMfAXezpBcFjVuUoNc8Eb+bbnQ14t/T+SKX+0a4dO4kus/PxPQtMpkt53a3dcbLNNtug8QLZ36FVHh37swDsUE6xCEAFhd7uHzpCPFEjVisyvHja/h8WwNf15XNzVKpGGdlJUmpFGbfsvk9IMbGi3zyU9NkMiFeevEslvVgitmfS90g7Tf4B28fw7AfpAyJlytj/EzqBn2+KmvG3tTsydx1Mv0XKfU/S3rmmzt+t5wEjfuk1t4rRlQbCZhtuvuK2MBq/Cxhs0Jva2feIFOWuTtxit75KcKlnVnHxyJP0jCrlNVH6MwqAaqBYnXXiqpd+PQO0Ua42aS/VGJhaOhdiap8UCiSj4vDP0Kmssj15Zf3pUxfyyBcLtB4F8zfjwNrqp+XomneGj6HKcmMrsxzduoGvYUM7vGoe8P7xj/H0fRTvDL157vedyA3SF4OiW7aCreTiJsD4fZynV2xF1mjF7mnG7o5ermdtrxyH7nlXBLvFXfzbk6vXjQe3dLxi6dO8RTgyEF8XtyZO1oQUTvkph2ALUc7L5oWRYkwNXVSqKONptWJxarEYjUSiTrRWJXh4SLHj7fzAjUaAdbX06yv97K4EKXR8O+oo1t7xTqIMnU7ZYv9J5arKDYXLkxz5uwyuVyYF7/3JKbp21yz3ZzvxWsitcBA4y4vxGf4w6kUb60AVDv6QcyB4tRRrLcj/280kvxUEn419Sa/fXuc9Vx7foin7O2EkBoWqdJdcumzJBe+3zFuSqUSqm0xCljNJlar1XHC9XJedeQknlS7EUN2aEMqZQZ6Qiw1TRYzW2H3zinX5/NR1tJUA72c12+gbdOglkolFo6epuEPcvzya5unUefE7pOC9IeOkeUuQ8NbRLDd6DK8cu5spxURn5GVJrKhbf6/868jG2tDhprfj2YqHXPCkZmXY6nb2uQVcOHWNvGU7jZnxPkrvkscA9u1dtA5LtxkJs6/9fWtza2Y+8uZH5VKBcm2OV6r86FCgXO1GgrwzVKJtwYGOuaGl4bdCYgQ6+WVT8rLedvtObe2iX0lkrueH3qBsJbgO3f/HapPARRXAmdxrorfNy8tV8/6MsvDR4hmZzePiuI65tRX/LaImlJnPfDKAyi219GU7a6d6ay7WNZu5Mc2sGaYrPoCrPoC3IkluBvrQbFtji9OcW72NuvvvE0NmKUzN5wIZ16J9RLnxNH+J7k49hmuLb3M5flvu5bh4EBukA5xiDYk6nU/9bqf1dVUx0RLpSCdXqMnvUZ/3yqjows8+ywUCxEy2TiVikyzqdJs+qjXZJpNH6WSRa3mwzQf3vUuFqvx/PO3SfVUuXVziEuXjmJZ8gMdaDWpxT8+OsliPcC/vvtgjt0OskaAf3V7nP/8+AK/d/Em/+9Uin871b3MdP4G2cQZqqlTBPI3On5rIWEBUjkP6YGHqt9eMR704ZMlJmveh4+1yFFky2DU3KkBsoGZM88QKWRJLMzs+L3PdxIJmbw0TZrYjt/3E7baRNW7p0iw30PakMeFkNHiQi7PB0pFeowWZVnme/EYI02dH55f4F5idyfbgwJZUnii/3mmc1dYKU/va9k96yvMHT1Dxh+it7l7MMdBw7Ti5zV/lCXZx7LqpyHQGEWMJh9am+NidpHyQtuvcj/yyx9LP7XhA/YnXY0PhxukQzw21LU6xUiRbDBLKVoiUo1wZu4M8gOYkxqNEAsLEywsTNBqGcTjRRLJZfr7coyMrKFphutmxTBk7t5JcflynEzGy+xhk0iUGRjIomktdEOj2dTQmz5KZYvRkRxnzy1iGArf+fYZlpYejpLix2NXGQo0+afXz9H0SBCoSgote28mmK+t9vB6LsbfO7bArx7P8qmhEr8zdYQ3C3HPZwLNHL56lmrqJD3bNkhIEitygKFiDnt9GYST5qOAZNscCaqs6yallpd5TSIbHCVVX0SVd8ol1zdMKdXLk69923UN7NdOUiWDLlXgEW+QLFVHs1PtXZtLZaQNJYH9t9q99j5g2wwVi3x8do4zhQKqbTMVDPD1nh4uBwKYkkSi1eK/XlziM9PTvHH61IE3tVm2iWHptKz9N1On19u+e7ORxHtqg1SRZH43OogJDLWaXGiUSNer9Bt1+o0GrfyWP9p+krEMxY+zXJzGtFvIXfgdD8QGybIsT7Wmm4rXSw3uaBjEZ7wcbLfnkYBOE4D4txtjvVtZ4vtE1albWV5M4G7p18VroiOdWy4KL5W5qM50/hZl42VqdO7xcvBz3uvk7+koH5tiuMha/xrFRBHd366PbMgEygHWe9dptVqM3xhHQnLNAeXldLmdkdkwwszPpZifa19rNOpomoGmGUAFv99AlusMDJQ5eSrD2XMZVlYi3LzZz+JCHFU1GRoqMDpaYmAwSzDo5EKRUJSdY6jZ9PGNr7+Pej1AMOhu9hTV9o55UTSrLS4u8kwszwtDd/nTmTgvzhgd48JRg78/eY5fG/sxsmaRWX2VJSnHfGud+eKW5kRMtZ/P58kD/9VaggspH//smRz/4ok7/PoPTjNZDXXmEBLNeJUZ1tPPYGlh1FZ7DjmmiRI2qWQE/+IUtVgCou3NlpfDsBvcctzA1jh1/k0YdQKKzOvrBWoNoyNflFP3or+PlhIgVZtFiu6kuZk6dga1XiN+7VLHe+PxODIqIRIYPYscTR4llUpt/u42T2DLpCFe83IF2E5pZCs6EjKtBrSkxg6TvFXfyOejachWy3XMe+WQEue705eiCVWEW0CLlznO6QtxLRXbK77XLbBBrIO4njjvE81qCwsLm38bS0v87NIyR+p1apLEy+EQL/r9LKsq2DbKRr1WgW8ND/Mj8/PM3bjBndHRHe9yy4PjFYzill/Jay6LbXcgrsvic869hmGwUpqiPzLhGrQDW/0njp9utDJ+vx+tpRMv5riaGuR9hdUd22y3fEReAUkOvMxmzjgXx7AoDzcXEHH+iabBL/lT1CWZf7R6l0SpvT4662SZzjxxjkO2uM6JsnELEhLH7ibFlxoiHRnm5Tt/Sa1W88xftdmeXX89xCEeAKZssp5eZ3lgmVq4htJSSBQSBGeChAth1LyKhMTa0TXWTq6hGirDd4f3uRYSuq6h6xqNxhb/0927vbz+xhgnTqxz5swqH/vYJLo+g6qayDI0myqrKynW1vpYXe2h0fATCMr4NR1N0/H5Kpw8NcMrLz9Lvf5wp9Yhf53/5vhtZuoh/s9b7lqofn+KXxr5HCutLCWrxrnABBflNkXBV63XebH89q7veGM9wC99r58XP7/Ix/ryTE57O3PGi1Os916gHD9KMnt9268ShZ5B0iszqJPX4dxF8O0t/cB9wbbpMWoU9BarDe/TdjY0hmy1SNSXILrThFjuHSS5OINittj+SVRpfxxs5fE4nVtq+6PuI0SLnRFS/vrG4UYLEG28dzQA+40T6xk+MT2DBPxlfx/fVxR0Wfb08byU7uGJfJ4P3LzFQm8vtcDBTg+yUppiIvUkQV+MutE9I/9eIQHHp2/x1tMfYikYYbi+CxvyAcFNX5A3IymeL60zaDRwjy/ef4ykTiBJMvP523u6/3CDdIh9g67ozAzOsJxaxlRNwtUwR+8dJb2eRrGUzdODQXvB653qxQ7arI+t49N9jK2MPZ56NlWuXxvk+rUBhoZLnDiRo1rxs7iYpFJJY9tSp9avpVJrqdRqIQwjzNKSQx/irlHcCwLo/JOTN7Fsif/lzhnq5k4lsiop/Mb4T9CyW/xh4VuUrBoSMBoe5KP+83widoF3apPkXZ4VUdQVLheiPJ8u8HvT3mGtgWYWrVmglDpDIrszn4otK+TTw/SuzcHkDTj11AO0fHeETZ2AbXKl6L1RsBSNbGiMZH0BxcXsaMoKjViC/jvXXJ/30dZu2Orj2SBJ5kbYP+4O3v5a+4NW0w72B/5RQTVNPjo1zfmVFeYDAf54aJC8pqG7pE/pgCTx5bFR/u6t2/zQ9et889lnH0+FHxDL5XYYfn94gpnCO/ta9vjCJFeffB8/SA0yvLj/dDn7iWXFx+9HBhjQ63yytNr9gX3EaOoUptViKT+1p/sPxAbJtm1P9byb6szL3OOoDb1S3ruZkbrlmRDf66ayc+q/vT5euZyc+ohqyW5RciK8ojC6RZJ0iyrxok1wZCbWV1SPZ7NZbGzuBe+xeGwRUzWJL8dJziYJFoLoTZ3sBg2q03ZRXqHXQ4TtMEvHl2iVW8Tn2qYbt3xRotpelK+j9vUyvTrydYvOaxn93Lvr2ygTEol2uW50KtAZ6eHGVi1CHHsONcry8jIyNv/s2HWG/HX+4Q/GuZWvb9ZdVNX//MRnGA8N8PurX8YI2gQ3PuxlrcF37Xf4O3ySL/R8mP9Q+36H6U6sj9Ov31uL809PLTARrOET5CDKtFarMVi6wWzvhyglTxLP3+mQg9PvscFx/EvT6AvTaKNHN393yzsjjiUxV4wbpYBt26RadQxkFuvGZhnbIwtLox+mpQQYLLUzf2+PvirG26S64WIOWZY75lckEiFsJKAJgaiKFAh75ixzYxYXfxfHhRt1w2bUrR7Ask1KehYxS40zxmW7fV8rGiNUK3TNwXU/UbVuOX28rnej0BDHlRi16twj5vTxonZwxuncXNsWnq5U+Nkr79BnGHw7EedryWSbFVDXN+eaV5SvYRisKgovDg3ywsIi5y9d4s2zZzed3ePxLZ87R9Ze/Suub+JccuCVF2i7DKBznXHMt41GA5s6htVkKH6clUY7SF0cQ26aMrH/t7sVdDxjGJzNLnM1PcRHZm7RL4whp+2iPNzMj2K7vSJVnW+gm5kR3HPkiXLOVGv8X0OnUC2Ln7h7mYrRpMKWOU3MbeRGjSPKQ+wHUf7OeuA2f0dTJ1kqTNE09qazOsykfYiHQslf4tWxV5k7M0egFuDMm2cYvjJMqBBC2oPTqYRE+s00gZUAa0+tUek/+OrhB4WCyYeTa/yLU1d4LpHjf7s1wOW8e66i87HjPB9/mpeKV7hem9nxe4UGrzSucUYbY0LtToj78nocy4bne3fmAxLRW7pDoLrC2tBHMBV3E5oV3nBqfgR5e9p+zN40MHqol8rwc/SV7xLV3VnQy7H2hzpcyLr+rtgbHzv1wTWA9wPZCNKwS+xM4deGv1lHsi0qvv2n2DmwsG3OLy7yc29dImRZ/JuBAb6SSmE9gLP16/39vNnXy/tX1/jc1Wv4PHxF323Y2OTqC6RDj0ZTPl7KYcoK2eDBpRlZ8wXIq34+V1giZrjzsj0qqLKPwcRR5rN7M6/BAdEgHeK9ievadV6beA2f6WP8xjiplRQSEg0XP4vdINkSfa/1sfrRVZbft4zaUPG1fCi6gmZqBGoBooUomqGheHBZHWRIWPxI5DofDd8jrjRYaQb43bnj/MW8+wYkoUb4O6OfZ7G5zpdzr3iW+zfNmzytHeNTwYu8xmWsXTYWecPHO8UwP9xb5LVd3B8kYGDhu8yc/DnWBz5I3/x3d9yjFNsbEysU2fHbw6Im+4ibOv1BH8v1zhO1jUTh+GeQWw3GCpc9y6jEEmDbBIvutB2KHcDCRFF2dyrfL8itIA17xfN3CQgZOtX/hDZIz9+b5JnFRaZTKf4gGqH6EDQ2tiTxjbExcv4An5yf5ycvXebLT53fx9ruHzL1ec6lP4omB9Ct+1snu2ExEkexLAaqJYgczE1SqtXW7tTkd2EdlyQkJKw9RgPDAdkg2bbdod7r5hXfjbFeVMN6qYjdmMu91MJu5qtuJkHRdOFFx+BWLxFuKkovNmrnby+TlChfL0Zlt3Kd8kSV+szMDBYWb557k1A+xMQ7E5gVkzpbSdHc2ubIz8uc5/+yH54AO2xjhkxa/haNcINcXw4kkCyJYDFINBdlODeMX29/UBz1t5cc3eAV3ejUx4veJRbbGRLuRe/iROyk5RI/lrzGrWqC37o3xBu5KDYSqrozYq2vr4+fDj2PX/HxHxuvk+jZ0IYIKm/n77rPx99wh89KF3i65xS36m2zhThGxAix76+G+Qen1gjkK5StdpvcGOtj+Tw9+Rtk00+SXnkd1Wy3yZmX5VSCpKygzd1FCoWQNjQ2omnBzRzuZdJwZN1jGwwYVRqyStMXIKq2y3PGo56YoBIboXfmm4Q0G5Sd60Gz2aQQiuIv5WnVqrTo7D/DMJBNHy0alAs7N1CiidONhd4rktXL9I0lIbf8GEoFbUMj59wrrgWhZoOKqu1Y2xxTijhevSgy3EzM4jvcKDDEce7GHO8VReVmrvaKtHMik6Btkj8+NcUzi4u82d/Ht8bGqGQym+TRYhucvhDXMXF+bUZYbvz7nWCAzJEJfnp2jp9+403++umnyGyUsT2ycHtZbiYjrwha0cTptp6LvzvrhVPHGu3DRdTXz3L5bsd4cp7ziqwWx4abmW8unmakWiSkKh1ydP52i6aGrb4S6yL2mdvY9koGLLbdGSOinM1CDv9QiyVLYlj4JjkuCGLkmjjmN6PQts3l7fUS27O9jbrVYKU4y0jqxGa/dUtee2hiO8QDoRApYKgG6fk0qrE/+2y5KRN8K0jopRDJ7yZJfS3FyNdGGP2rUfpe6SM9lwYJVo+ucuniJW6dvkUhUcAWNCeWZGEoBg2tgfGYopS6Qbfb8nmxOMjrudiu+W4iUoCTvmHebN4mZ3XP/jHNKrpt8EToWNd7FzZIb1MuhKnb4deLGyeunTC1ALnBo1iygn3zMnbx4YleI9UCg/UCNdXPfCSN4bJ/dXxLtMbuhK7VeIpg3t28Bm0Tmyk9HvW+3AoiIdHEW21XiiVp+DTqLlnc/7ahb32d5y6/zVQ8xrfHxvY9f9HdWIzfP34MG/ipS5cJemQ+f7egyhuZ/s39jdtq+IOsBSMcqRxssmMJSDXr5PzdE6c+Cizk7jCUOIbUJf+RgwOhQbIsy3UHCO47XS/6gm65Ltwc4sTdugg3LZSX47VbHcR73U4ZXnmQvNruVi+3U49XHUW4EYmK73UjAxZ39tlslrmeOWRTxrhjkDWzHZqVgYGtbMuifB0tlEjS6uW469RtM09LHvxzfjQ0ouEoteM1ikeL5M/lud1s25Qtn7Vjy680FLSKhq/sQ6toaBWNQCFASNrSDrhRuYjaAy8NoJvjp4jNnB4b485v6/j9W3IS5dzT0wPAc4mzyLbMbDBH1L+lzXDLleWc+BcaeZ6MHOWbxiVs7I6+cMaLoihkNjRuKaXOLMkd5TqaqVqthq1FwLZQLH1z3jh95bQrH0xxvLqGubaMFQh3aBXc2thBkrvtwxVuVNBVjfXkID5J6miDMzY1n0QBwB/BMNw3ZcVSmUo8SXry1ub82E4w27KbBAltjjGx/7xofRw5imuIlzO18761tTWUZlsmJT1L0+6cd3IwxPVTT3Hr2Dk0y+T5xbv4/f6OOjjv9dJSivVx5CRqi0WnV7c11o2oWWybl7beGa9ie70onpz5HqpW+firr1IIBPjS+DjGhhxE7ahYn3S6nb5B1GyJa56bxaBUKlEC/iCd5h8vLxOZnmY6Ht+8R3RUFt8rrlnOON8LdYojJzeNGmz1lTM+ImpbbhUji6IorpQdXs7/bsEXDtb622lSxktZLMty1XR6acXdiGK9CN+d+np9v9y0iNuDmxKNKkvheMc3xVnnvbR6bt9VsV5uedXcSIVn1m7yvmOfIR0eZrU02zG23HAgNkiHeG/BxqbYWySWjSHfB22HoigEg0Gq1WpX/rrdoFZVElcTxK/HqY3UaPY3kUwJxVSQWhJyS0axFCyfhR7VMaIGleEKlrYxYSyIrkdJLCWIrkV3f9k+QLcVTBtCSnfn0VP2MCsUKEjVrvc6mFPXOWr2Mar2Mtdy5ycCWG+2F6+k0v30aioaimXs6jBtyXLbNPIQ/iNb71PxG1Wi9TLloHufKEZbJpXYBHYl56rdsmUZW/WhNL39O5pSiZg9ArYM0qPzQ5JMjWBpDEvWadqdGqTs0Div/vBnqYUiHJm7y6ezC4QeMxnw44RqGHz4pe8jWzZ/de4szS5JRR8WC36NpiwzUatzNe6dQf5xI6KmKes5Wtb+arbW+kcItnT63wM5kJLNGjeT/ZiyjPKIx8F2zGXah+mR1AlWS7Nd7z/cIB3ivlGNVzH8Bon1BK095AJSFAVN04hGo0iSRCAQYHp6+r58htwgWRLhuTDhufDme8R3OpBlGRsbUzPRozq1/hrl0TLl/jKKrpBaT5FeTRMuPyrHRom6qXbdIPUrSdLEeFHanqRxd8wrOVq2ySltdNcNUl5XMSyJlNp9g6RYOqbs82LHEG5U9yWarZzoh8wiPZUs4UaFAjb1bepAtVWjZ+0tsn0XWJZqDJVv7ShHtkyUZoPWLpE8TcpISCitAKbv0SRmtA2JaOYcsqVSSl/DXhD8BWWFd174AqFmg49//yv05dYIDXnnp3rPw7Z539+8TqxY5C/PnSMfCkG3HEeusEj3LlGtxKjXdz/5W5LEXDDIuEc4+ruFqK+HQn1/c//YwGr/CEfK+QNPVlPy+VkIJ0CSqAdCRGqPd0NXqK1TrucYSZ3grZlvdb3/wGyQvHIauDn0dssTspd3uJXfLb+IqKIU1eCietWpTzcVpKh2FO/1csLeXj64M1eL7xLVhyKdgiNHL3Zo8b3OdVHdmRvJIVkS6VKaRqL9e19f3+bvY2PtMFbTNNF1nVarhSRJHezOR44cYXV11TN/iFueFje2cdiSmXjNVUNVAwoQmg8Rvhym0d+gNlEjM5JhfXidYCbI0beOIm1LFOkFpy+7mVMBaqZCUG550sakUinez1lMLJYjJSJSpKuK31Eba7QzkxtWC9M0PSkFbCTWmyoxypv9KY4R0UnUTwskGVsNIJud/jqi+t3WAkj1yo6x6kapI5oexPe252CAauA4rUqBcGaJkz6Z6WA7D45ohk0tvEzTF2M2eQG5liVemdthYlEqZfRAcLOe4thPJBLt6P4ShJUUVkTu6BNxTojXnfnutU6JMimXqtiToygtP2vht2jqnebAytGTmJqf529fYsw2IJn0NNO6mQG91kfnXtGEncttvTvgkv9KDL4Q5eyYn7yojcS10HmvaNrbpISwbZ546y1GFpf43pEjXMaGXK7jeceUBp2mLievkqLoJJPXSPVcQdPKtFp+Jic/hWW11xxxbRJNitdMkx9rNiksLm62XczVJLbHbd31yrnjZr7yMsGJNCwyCiE1yUxjK4GpV44ntzqK9XHao2ka5XCUZjDEkez85vvcApLENrgFSXgFGohrsbMmbc8t5kC87oynYrGIicQP+kZ5eawdXXjxzttUZ6ZwauGMHTfTrBe8vrFu18S/FwuTjKRO4vP5OsysbjgwG6RDvDcwGZ8kk84wND+EaroPH9u2aTab7YghWSYWi+H3+zcXr0wmQ29vL+l0umNRfpyQbIngSpDgShB/zE9hvEDmbIbseJb0zE7qiodFzVIJKd6aFhmJUwyzoObQpfvL4zJKGkWSuasvdL3XtveSnQp8G06khi+CYno7NFuROMraAhj7YDKQJJqRBOHsMk3ZfWxJwMDMN1g6HWd26OOcnvoSPjrrp9QqtMLeGoaW9Dx+fAAAIABJREFUUms79uv7H1ZvW2DPDEEtQCZ0haa601dqefQYqt5kuLAf3OQHGLbNhRs3eXJxibcHB7k0PARdPnoiNC1PT/oKicRNFMWgWhlhcfEiAwOXOXHir9Gbz7C4OO75/F1VQQaOmyYHwfAUUpPIkkyxsb8aJH0jPURkP+bgPqMsK7zaP87bPUOUtQCja4t84NYlIo0a890ffyRYKtzj9OBzRPzdSbcPN0iH2DOWQ8u80/MOyWyS0dlRz/uq1Sq2bePz+drkoNt29/V6nVwuR09PD4ODgywvL3uU9HigtBRSkynqPXXWjq8RX95fn4XjvjV6tQaLDe/IjTF6CUl+Jn337rv8cfqoW00WjG4fXJu03+CteveNQURvawBqoQECDe+IMDPVi7q2gLK+DH3dE1Z2hW0jWSaS5L00yXaLvtw7zAx/AsMXglbnBkmtVtCTPR5PA5KFKdeR9nmD1KrJFK9FoKwiDa9Qr+z8EFqSzMrwBAOLMyj3of1+z8G2efbmLZ68d48rAwN859jRPUesxeMrDI/coKdnEcuSKRZPkcs+Q6PRS6PRoFgY5+ixb/Lk+bcIhSrMzIRwMwRPqSot4ESrhXfWrMcHx0G70NzfDZLpaIjsx+vPsxt0JP4oOcKVYAxTkpko5fj0/G2ikzvN4o8bi/n2GjuUOEaZpV3vPTAbJFHl6mXqclPbixAZjt3K8mJndrvmxhQsqqi9GJm7UQO4may8qA4cmbhFyEBnFIZzj1euJlG96rxDvFcsV4wucDYv8815bk3cIlQJ0ftGL0WzrRJ12i6qrm3bJhwO4/f7sSxrR44mJwJG36AT8Pl8VKvVDlWuqqodZjnoZB4X0S3K0I0SxC0yI3kpSe2TNeaOzxG6s9WnoplBhFNf0UyxtrblA5TJZPhIfJnf7LvOStPPv5ka7hhDolnyKe0Y9ZZOLtogKO3cSLnRRzjyGI31cKc2T7Fc6vhdfE5VVaKqiV+xyTZ9m9dFDZ6jzldVlQgNNLNOLTxIMts2CTh90TF3/EHMZC9KZgmreRrZ3xnJJvafV6SkA2eM6j0DJLIr1GSbuhbsKMNRxdcHE0hWC2N1CiO2pS2ybRulWsEYHts0l3Xk2toY+5avjs8II2+MPTeI40k0D7u1pzwv05iMgQz64BRWqIiR30mJlBscxfAHGFuZ65CBuP65mVq81jxxnXKiC0XGc7Es0RTiyEScU+La40R7iVFfYn3d8tYtLi6imiZ9hSLnJic5n8/zZjLJlyJh7NXVjjJEs+fwsENUbXPu3F3iiVcxzTCl4g9TrV6kXvchSRAMOv3gZ272x+np+RrHjt9mauoEc3Pt8sT+kTSNxWqN45bNNZdvgwi3XD5eEU6iTB35d6O0siyLsJzCsk3WigvY9k6XCEcmovuGV0SbeM3cSLoY8fsJ2+1vghgF6tRR/OaIfzv1Fd/lZiaErW+g2EbxXqfct0MJLiUSPJNdYvzGJeLV9ho5NTOzea+Ya8kZj165jRyZiyZHUeZu9Fki3KIjB3vHSEV8vP76657PHZgN0iEOLkzJ5N65e6iGyvGrx9HN7qrcvfjw6LqOaZqEw2Esy+r4sMdiMSKRCK1WC13XaTabm5opEX6/H7/fjyRJm/9B+yPeLSHmdvhqPmI3YhTPFylmi8SzD6dJei66xj8YucbNWpL/4fpRyi2ViEtWiRB+Rowkt/zL2NL9aRXScpyYHOZmrXtERo+/vcjkjL3l21GtJoave7Zs26e1NT97KrU79PQQUiFDbzXHvG/Q9Z5GdAR/ZRnJJSuuUitjhaPYkoTkoaVpqXV8tSRYEjxEEJ7VkqjcCdNcCaDEmgRP5sm4cHk5WBk7htIyGFhdhN79N+W+W9DqdT7/5g8YzOdRbBsLeD2V5K8HB7H3kItIUXROnHyJeGKBcvlpcrlPoyrOZtttHivcm7zA4NAkiUSDDWq3HajIMuHHHCnlhYivh2ort7k52i+YG5sw9YC0E2BFCyLbFp9anmSl2j2f2+OChMT7Rr5ATS8ylbvEcMR9fXFwuEE6RFdM9k2iB3VOXT6FpmvoHqzkIryclbejXC4jSRLRaBTDMKhUKiQSCSKRyOapzu/3EwqFiMVilEolWq0WwWCQYDC4q2P9+vq6J6miF6K3o1QnqiycXCD2NzEk+8E++6NKhn80epV79Ti/NfMM5Za7liItxfiwdg4ZmUnt/lXvx33t6Kdbe9gg9frbp7N8q7tpqexLUfMlGFh9e/cbbQslt4YVSyL594mNXpZZC/cwXFolUXdfXE0tiq/k/lVUqxWQZaxgCKXmLnfDnyNYHYbFIezxlfvOV2hbUJkMUZ/dyIU1WkIbLe9aji1JrI4dY2h5HsXafx67dxNHbt5kOJfjysQES6kkl+t1GntM/xAIlDh95tsEgyWy2U9TKV+gS+wkAJbpwzA0QmHv9UiXJFIHxJQZUXvI6Yv7Xq61oUE6SCa2FV+Anmb9wJmRn514gZ7QMC9O/xGG1f0AfSA2SJIkeSYLc4vSEFX8biY0Uf0nqlTdVNdezNduKfzFcr0ijJx7vBI+Os95UX+4UT+I2hivBJWO6tFN3QmdbXdLLe9lXpyrzDFzbobITAR9SidL1jW5oFMvpxzHbOEmB7c22rZNKpUikUh00LWEQiFs295MfuaY8iRJ2mRq9zKX9vb2oiiKKwO1KH9R1dsoNwi+GaT8Qpl5/zyhhVCHWUyUv6MKF8vN5/MEJYNfG/seeV3lv716hIJR3pSDaK47nz7JZ+tPY2JxJ7KGGVeQhaa4JYcU6+D3+xnV+qjbOrrSwif7OuQMnVEnutHu76jU2Ox7t0R0hmGwGDuKbBn4l6/QsDojAjvMPYUcUsuglexzNe96UXO4yVEstxSNozdKRLexbjuyVrN3qaVPUa7WO/pHkiTUjU2RGYmh1KoeyedqRPp6UdYGMZea2H1rHfLygqYGaK2FMZZj2Hq7T5ThHAX/DGxYV53oG7EfUqkUKz396IEQT9QKDA4OdphSxHkr9omjEfWKXBOj1GZn25tksb2iiUw0p7klixXvdcwQYj+JpmQxwqiQyfDCzVvcS8T5al+bMmdNMFuKZThRaiMjIwAkEoucOfvXgMzy0heRpNPsllB8u1a42QwSj1uba4po6rcsC7tSxW+aruYpr6hXZzyJ48prHDvvFZ8X1wOnL3RdR5F8NFvVDjORuB44ZjHR1CW2VxwjThnRaBTfxhoc1jQCys62ua2PbjRV4hjzSojq/O3l+uCs+8uDfnqyq6ysrLC4uLUpFMeQOC6cNVpcl90Ov2JbvEyCTlni84lEgpAvxvOnfpr1+jQVZYmenp6OMe+GQ6qRQ3jCxmb+9DyyKZO6lup+/8akceM92suzlmUhy/LmJHDKkSQJRVE2sww7//n9/k1fpe3/iRu2+62PtqChVBUqxx8s9uUne26TVBv8r7eOUTDcM7UD+DYoSL4RfIcbiQdzVL/emiWAjy/2vND1zP1WNshyTeUz6d0dEw3ZTyY8QW91CtnafcMg6+0FXCkX9t10UA9G8bV0wi6rlH/1BrYviJ46suM3Ldd2VtdHvCOcAOxUBiueQ870IRV3XyhtQ8FcTlG7PIQ+m0Lyt1CPr6BdmEId7B6ZlY8mePWpD6EZTcb/lkWvTayuEmo2uST41HWHzfDINc498R1arRiLC79Co7F7f7lBb4YIhbyTguqyhO+AmJ5M20R+GHuuV7kbGiTfAdEgNWWFohYgWdmFFftdwAeP/DiKrHIt/+09P3NgNEjibn1njpQ23Jy03Uw5XsSC4i7f2cmKO2EvZ2jnfV6pzcXr3XbYzt+ihko8cbil6/ci0OyWw+lBNiqwJef54DyVZIXx2+ME7ABsHHxEbZ/oWOi0IxQKbWo8xB2/aDJzsD2nlWmam4klt7fLK828G8WF8+5SqYTP59vM4i3L8qb2yYF4anFk6r/lp3ahRlkrd/SPmzOg+HvKWOJT8Wm+nhnkejEItNvvnFTEPC+RVBSWoCeRotkjd8hou2zEfnfGkKIorFDiVfsWPxQ6w2LPBd5o3OqQ2XYT47+fDPFfPFlg2F9loRHq6Aunr9btKLak4M/PdGgj3HIBNRJp7GYdLbdKa70Pkp1+NV55g8Q+c66L89rv92MqKeziGgOazFSzPZ8c+fuWr8O5BrWe0/jKb3XUMV6vMF8q0HzqOQbuXOsYg6I8SuUShMtEG+dQF4ep6AWqdlubKFkKWiuOZiTQjCStVhSQaGoZKvFZDF+J5moTVjtl59QdtubGbLKPb519Ds1s8QuTV+iPtzUF3bTQIsRxIa4n6+tbmy3n9C6eikWZigEE2wMmoFP74kDUUK2uru64rpomH7hzl7ymcSccho35I+Y2Eh2Gx8bGUNU6p8+8TDg8TaV8ikzm89i2hiR1ttNt/RLXQp/Ph02ScCi3OT9EmdbrdWotE59lbZbrNb/ccuuJ7/cKxHFz8HcLOIpGoyBZ+LUgicRWeLm4ljp18MpB5OYIblkWLecgaZmuOZyc8rwoapzvrVver+1lOfIVr4lrYqFQYCXaHkfa6iKFQqGjT8S2d+TWy+1MhyHW0VkvvL7Bbs+JfXZm9CInei9wff17aBHQaNejG9XIoQbpEJ64E7uDv+YnvdzdmbTRaGBZFoFAYE8O2m6QJGlTI7QfUBSFeDxOIBDY3HwZhrGZuHI3BO4GwITGKe/TqRt+qn+euqnw/yzt1Gxsh7FhT/NZD3eqvMIM9/RFPh58mohLBJyIP58OY1gSn0l7a6zC1QV8RoW1vgu7EusCIEm0whsfwAfsdy/YsoytqMSVnXWQLBN19Qat/rM76igB8VtXNxMy7grJptpzG0ttEsmeJlo5Tk/hIv2550mVniZcHwNs6uFFCr1vkY9dxfDt/WR8fXCCrz7xfhLNOr989y36Gu9O3q99h21zdD3DL7/xJsPVKq8MDnqG8WuazpEjCwyPrNLTM8mT5/+CYHCOtbVPsrLyBWz7wUl6LcuHqnrnDdMlCc2225Q47zJs20J+BJ/c4AatTkE5GGTHuY31IFY8GMS5iqTybP/nKOtZbmZfvq9nDzdIh3BFwVcg68/Su9RLt9SCkiTRarXQNM2T/PfdgizL+P1+IpEIqqoiyzKWZXmG+24+15Dxz/hpHm9iyntzqI1KdT6UWOc7uQGq5u5yUJE5nW2bJPRdEkjuCRJ8pfo6iqTwsdDTu96aaypcKSd4Jua9eClWi8HlV2gE0lSHn+v6eqW5cRIMdY942zNsm9jaPJLZYq7pbjpQctOghTB8O7Phxm69g636KB8/0/1VcotKz00Awo1hbEwqwRmyscus9LxENnGJWmwGcw8ULZtlAq8eOcdLJ55iLLfGL9y7TPQAJvJ7EMiWxSdu3+FHr1+nqar821OnuLJLRN6FCze5+NxNPvShdzh+4nuYpsbC/C9RKj7DXpyxd4NPrdFoeAcHrKsqMhwIyhELE0nafxNbT7k9lxe13Q9Hjwu5cAxfq0WodjCi1z568otE/T1cWvkKlkvU6244ECY2RVE8HWHdTvpe7OpuLL5euR/c1HOi5kN8h3PdKweDmwlNVFF20BBsmPZEtaQXvYibs5lXHRx4sT+75aMRf9/uwHknfgfFUhjODaP61Y53iar4VCpFuVxGVVV6e3t3mEtFOTvO0F65qdzU3F5Oim7950U744whR9XvqMU1Tdsxvpz+CQQCSFcl7GM2xXSRxMrOrKuOytoxXbw/NYlPtvnTqSjFerFjbDo5j0ZHR8GG92XHSdfD3BsrYKZ9+FxMxaLMRZk640Usf63R4IY1x3n/UdLRFDWz0XGvKMcrhQi/Np4nYFZcZWqaJuHCPSKJU1SOfIxgdRl/ZXnzfdvNuXKjjuXz4w9sjXnnveK93cxIovpcy6+h1coUk/0srk1tXu9gc6+08/1Y/hiq3W6vs/FNrC2hVstUzj7FxNKMax2c8ei8d1VepNIoY+s7zRRu9RVlKm64a/EUb5y5wFLvIM+uL/DC4j0ioZ0fL3Hee73LkZ843r3oQRyTgrj2iGYVN2dpcS6L8ncca0XqjkwmQ6DV4menZ5ioVPhuuofv9PaiaBoYRodpzzHdJZNrjIyusbLyLIX8CSIRmWZzANveaqPYp6IcHfOTl5wqlQr+QIN6bUtrLcqjXq/zim3zk5LEc5ksUxuaZAdeebmc94r94BXA49RdrLdoRhLnnySBJvs71hyxvs51t5x12+8Vnb/9uo7P0JlTNJ7eGJPi2HTWdrF/xbVDNEU58DJluZkqxW9Ho9FgPRgmUSlubn1FM6IoR9G1wTGxeZnhHXhRuoh1dGQWDAZ5aujjnBv6Ie4UXqVsrxAKhTrMat2irQ81SIfYAUM2mI/OM1we9qQTcdBoNLBtm2QyuW+msUeNbtojB/KKDAZUk3szizwVynC7HGS+vnu4+3gtxVAjwcxwmbX03rUS3XDFmkaVFD6UOr/rfVdLbT+OJ2LeJzwJGJr/DrJRJXPmp2j5Y573Ks0aZmDnIvsw8OkNWoqPetQ7OEBqtE1dhrrz3ZJtk7h7g9KRU5jK3s6BltSincHnwWD4NK4//SH+6sOfZT2Z5pPzt/nE4l1k3n3zzn7AZ5r80r1JRqpV/nRoiG/19WHtOuctTp56G70ZZXXlIo1GD43GaMfm6GGhKhUaTW/NiS5JvKxpnCuViHj4rDwu2DwaE5sEpEo5lv37OwcfBDaQj8RJVvZOKfOocCR1nveNfZ57mUvcKb7yQGUcbpAOsQPL4WVM2WSiOLHrfZIkoes6mqZ1aLYOOrxOpNsh2RLyikwt2V09r2BxIpjnSqGL058tcaY4QEarsNy3v/4o63aRrF3mXOzorvfdrYRpmhJno7urwFWzTu+NP8OWVdbP/Awtl40IpomkN7EC+6vely0Tqxt5dN3ZILm/O3HnGpamURjbXR4PC1uSmD16hm9//ueZPP0UxxZn+ImXvsyz2aUDz66+V0i2zU/OztJfr/NnRya4kvCO+vP5Wpw9+wYf/vBXiEYLLC59ENt+FMYKG0Wt0NzFxAbwXb+GAlzMv7sfbRsL6RF9clPFHCtaiHc7u1ZD89PUAiQr3slSHwf6YxN89PgvsFqe5qXJf//A5RwIE5ssyx1qOFH12Y26Q1SRueUCElWFbmWJ2gQ3MwZsebqLdfTKqeOWX8TNFCZqW7xYh50yxPaIala3SDqviB23HDXiNZFeZCWygtpSUTIKdb2t4RA3QI5K1qlrJBLxVFW60Re4RfyAe/4PL7Zr8X3OPd2iG702Q24mXedeZUmhMdLAUA1Uo9OB3FEX5/N5TobLaLLFpXXf5nWRTmFoqJ3Q8aQ6QsDycW+kiE9zV+E7EGUujk0xKsiB038rVp6TkTEC/gA29qbMRJV7plBmtaGSkKod+Wycezvyh1gNfDNfZeHo51k69/McW/wGsdhWJJHfMpAAORLrMO04c0bsay9KD0emYv9JrRamomAYRsc4deZlKBTCxka3TGx/bHMcOSYjn89HqlZmtlEnd+Icg4szO+rgtN2NmgW8qYU26yjLzJ95mvlT56km0/SsL3P++1/ltF8FVfaMoHXg5a/nlqPGi4JBfIdbHcU29Pb2bv7tRJmJ41mMJFpZWcFvmiSWVzjabHCy3mBM1/mTeIyXGw0SQrnbIzSj0SxDwzNUKgPMzrwfQ3+SUKgzn5Mb/cv2v52+9so/FwrdRZYNGo2IKz2IM4dLwF3T4rl8nhWfb9OZXIzgE9cLt2gycZ6I150xL5qpRJk7pqhms4mptZBRXee62Ha3bwDgyjzvRDGq0VlaR89yt1Knp15xlYMIN9cULxO4m4uI+G0RzW3LybYrQTiX2VxPxDknfisLLsTFXvm+3Mz7XofyVLSfHz//92m2Kryx9hfEk7GO6GGx370ioB0ciA3SIQ4WipEi8Wq8q3O2oij4fL4Hjlp7L0BelkGCWqJGbN3bzNTrby8yC7XdNWmJsh9DsShEm/jZfzb5NanIOWWMpC9KzvCOtiroKnFtb+fNcGWBsbt/zuKxH+X26I+Sal0hbW2Ew284Htu+/W2LbJkYvt1lKWGD1cL0cHyVbYveuUnWxo9jKgqKS8K8B0E9Emfl2GkmL35k89r7XvsWwwtT7RnTvw+kve8iJMvii/cmOV4qIdFOVDHv1/jTWIyXXD7S21GrtedJqThGLneacHj/9WiKskpP+ss0GoMsLu4eMRq0LJKG8a6bS2xMZGn/5zxALNv2g1wLx+mpP1j+todFKRTh9ac+SLBeo6eQcSWIedTQlACfPfMbKLLKiwt/iG4+nHP+gfmyeTmFuZHqiR9kN6ctUePipY1yIzgVd+iiw6Fz3WtnL1530yC5aZO6EedCdwdNt1OllwapmxbLkU1DaVAL1Ohb69sMiYedjoPO/YFAgFAo5KlBEnf8jubDK7eH2ynba/MlXu/m++TUdbtTpiMr8dQqni4A7JrNurVOI92gp9Djmnld13XC0gaBrB3Y7FvxxO6Mp1jFTz1qEo50fmic05DXuHHLHu92mjJMCwyIaxGK1tbJbXv/FHSFgaCxgyAYOk9VW/PA4oT+Bi8H3s897TgjXG3LxwnBbxmuTq/dNKli3TZzrLQMFKtFS1axbbtjrjj1SSQSWIpGXvUTllubJ3lHM+I8c2J9kaWTT/A3X/y7DN++yuCNy/hr7Q+Is06IMhDXjg759vaxPH6C5SOnyPe2+ZtS2VVaqo8Pff+rpGwTNuTmpiVxc8LuFowCW/PayzHbTUslvlfMGySeuN0ITFdWVgA4nS9wolTixVCI1yWJSVVBl6T2PNnoT7FPnHktajYNI040VqJWi3Zc354Edjvccp2JsiuVSshyndHRf0erpXDt6ofJZLbIecV1IR6PI9k2v7ywSNIw+NKTT5AQnNLFce5FZO1AdLwWNSZuDs6i07ITCFCr1TBkA58ieWrN3YIv3DTl4js28/lVKqhmi+VAmCONhmswjxfDhNtcFceFON6c+SHKoFqtUguGeenCRzGReO6rf0KxmNtsu8hUIL7DzUrjldvIkYPXtzISieBXQrxw4ldIhvp5ae4Piab9RGlr7kUNklufeeHAbJAOcTCQ8bejVuLl3TMLS5KEbduUy2Wi0WhXVeVBhNOG3WArNthgybs579o8Eatg2lDUPfxmbBhtJvHXFeq7cEc9LJpSe3EPK7v3R7ap8lxPldORErcq3poxEUG7QdiuYUmCD9eGlkcy9vG8mM8gAfUuTqctrf3xD+xyShxYX+KZb/w582eeZurpDzD91PtJz9xl+OZlwjP3XHWkNhJGPEl+ZIxGqpfC2FFKY8ewZZloPsPpt19jePYucV0wlbwHx78XLmTWySkKfxaPUa3fXxCBz1fBshT0ZhpNy3R/4L5hMTD4V6hqmatXP42uh4Gs592fyGQ5Xa3y7WPHWIzHOfEIarRXNK0KKW0UCQl7nx33Jdump1JkOfH4CZCbWoBXnv8cuubn4lf/lEhxZ9LHR42YP80nT/4qYS3B3yz+OWu1aUZ7Rh+63MMN0iE6YEntjYDu29tHXJZlstksQ0ND75kotu1QVdXz5FI7VcNWbNKL3gvPTwyt86n+HH88349h79SkJZQIHy6cYFCPU420WBl5dMpn1W5v0JpdKEL+cDrFc+kq//L0Nf73meN8O7M3mggJOpf2jVOp1IXD7H5g59ZpyQp6F7NdS2ufOv3W7h/x3sUZehdnqEXizJ18guVTT7J+9BTBfIaBa29BPkejp5dGqpd6Kk0z1YctnraLeY5ef4vBmTsky4LfxAHL+bUfGKlUOFqu8FfRKPZ9zudYfIaJiW9iWSotoxdNy8E+uw2n098lFJpldfWzVCq7j9lz5TIfz2Z5Mx7nyuDArvc+DpRaq4xI54lqvZT0te4P3CeOrc7z6smnWYsliT0md21d9fHyBz9NNRzlwy99hUB2/9vVDYOxY3zmzK9j2RZfu/2vqe2yYb5fHIgNksPD5cBLLe/mjOumtvdyXHTLyeKVh8ftY++lhhU/rm5qezfnYS/T33a6BfGZ3erjwCtfhwi38hzZjDfGuVa7xtToFLFMzJXUVPw7lUqRyWTQdd2VqqAbmbBXWn3nuhfdhgg3M6BbX4vysG27g1LAeY+j6g2FQliyReZshnQpzWhwFII7CRafCa/ym8fmeWk9zv89NUQgsFUHx0n7V7VPETNCvBNfpDQBWEDVPe+W2Ddeph9n7LnJJtaMgAGWXyKiRDbbI46rcDhMjjB//+0o//OTs/yTo3c5Hmnw+/MTWEie1AChUAgFGUuSUDb4n2TVh62oSK3ODZLTf25m7e31cd5Xr9fBNNEKWSpakOZGm90oByKRCHq0bcIcSUWISG1ZDA4OdshDfFccCF9+lZPvvM7q+EnmTp9n+iOfZqOiBMoFQvks6RuXCOWzxCpFQoUcWrO+5fQq9L/i8bcz3sSx3S2owI16RfzbzVF2+9/OGBFNWqKrgDiGHGdZx/wh2TZPz87xo+UyOUXmW1LbzOLluLvdDBuLL3P06DdpNvuQZYNgaB6A3j6LgH+rDo7pxo08Gzr72hkXzjyIRK+SSL7FwsIpJu+lmJ+f6ihTrGNvo8HPLq+wHI3y2pNP0L9hYhHfJcrOjf7IK1+bWx3FOSM+54zDUCiELrVlng6OUrPaWhZRjo6ZWCxLdGp2W8/F9kxM3+bNI+e4MjDBxMLtzevOOuNF8eS2Pop/u+VBqlartBSFVz7ycUqxJKf/+k9ozd5jXjCnOWZAcR0T56UbGbeX47UbxVMoFOJo6lk+OPoTVI0Cryz+MQ25wEBfu6/HxsY27xWd1t3IhL1wIDZIhzg4kJEZnx7n1rlbrAyuECvvbn6JRqPk83kqlYrrBumgwvlw75YoLD+cx9RMJuYmXH8f8FX5h0Nvc7cc4p/fOuJJy1Gx68iqwlQ0Q1p6tCrwuBnEtC1KZvcUAqWWyv/TwAmRAAAgAElEQVQ0+RT/2fA9fqxvnhF/hX81fYZGF0LNHcYBn7ZvJja5nEeyLSq+3dMG2EA1PAi2TVC6P5OlYpoMTd2k/+41KokeLCBYzKOYra7JLP82ImoY/OT8AseqVS4HAvxRIk65y4dDhKI0OXXyRQwjycryF7FtieGRb6Jp15Dl/Qmt9/nWSae/Tj7fz+Tks7veGzBNvjg9g6Eq/MezZzC7JAN8XNDtKrpdI6ENMle9su/l+8wWxxYmuTN+gurqDOH9NHtvQz0Q4qs/+osAnPzqn5GcvffI3uUOiacHP8n5gY+zXL7HGyt/jmHtf3sPxsg5xIFCspAkkUuwMLpAy7d7cjXHj8eNLPegQtd1bNtGkiRPs6CNTWYiQ7AQJFHdmUUbYCJQIiCb/O7UME3LeyrptAi3Hk30ynb0tmIsGRl0e29J8Uxkfm/xJL8zd4rz0QK/ffoyQ/7dIz+2b5Bsnwb7QaNhWSgr89hagLrqLS9bVpgffoFC4hSp3HUU6cH9OSKFLJHcOor57iYRfLcwVKvxm3fvMVqr8YfxOL+XTFC7zw3F6OgVVF+TtdUvYFkBbNtPtfKLlEp/j5bx8F4/kmTQP/D/Ydsat27+ELiYsUV8dnGRhK7z5TNnqO4xKezjQsVaJ6ENPbLyT83expJk3ul7eP8bL8z1j/K1H/l5AJK5NdL3bj6yd7nBr4Z54cQvcX7g49zNvMm37v3BI9kcwQHSIHmpWcXcKm7RO24aADcVKHSqqR2Vnhjl4eVo7Kj3xLK8cgy51bEbvDzzHYjt8VKTuqniRfOGqDJ11IpeauFWq8XI5AjXLl5jYWyBnrd7dqT4d1AsFrEsa5OPbXsdvf52e+/9mE7dqGDcIkKc9jiwbZtstm2jlmV5xwbJKVcf19FDOifnTpJKbuUzEtt+NR+AITgSrHIpG3Rt7zh9HJeGuB1dRZZlzxxd4vuD1XY7qx5Rk45stufw0iyFdCvC6+b85rwRTSwOxEg9R04v148xdVPlvz95m//x6CV+8c2nsJB2RiDJbfdS0YzkV3yo1TLVSgVp23wU568XdYOTw6lw5zr9zTrzwSSzc3OubU8NjjEz+mlqoQHOGHc4EVpiYODY5u9u7Nxec9Vt3rlRFoC7adwr2sgpQzQXuEVddlvHxLqLphYxqkgcj065opzdzGrO3z2Gwa8vLlGXJH473cNsqwUb/eKUJa6PYlTm0NAg0WiBZHKN/oF7FIsnMYyBTb7aer0B9AM6sCX/Dnb7DXitU05fRWNfRtMy3Lr5aWZnC0Ch43dx3T5ZqfJUvsBrY6Os9fRsfuCcfnP7BmyHU55YL68x5GbudjMdOe2u2hlS6jiRQALDrrvWwSva081PUpxH1WoVpVplYHmOq32jPLc0iWrbXSNkRYqh7fUGIcJZ9fHSsaeYHTlCZH2Fk9/7CtHsKjMbtDTQmU/PrW1upjLYihQX1+Od1GASp/vfzwfGv4BPCXB55evcyryC6lM2o1dhg86JTvcAr0hwLzeUzTbs+ush/pNFsBYkmUlSHizD293vf684aOu6TqvVct0ciSjGiygthVQ2BR7BVBkjwJoe4KlElf+wsNN05kPlYzxJ1i5zN76+twracPad9qZm7Yn7M0+M1XpQkLnSnLyv5xxcL8f4nemj/Hcn7/BErMw7JTfzqr3DlNiKJfEV1iG3DukHzAFk6KSbFSqKn6qH9qjli3DvyI9jqGEuNq8wbK0+2LsOQaRl8hvLK4DN/5FKsa6qsAcqDr/f4Nlnlzh56m18G4EczUaSzPpzPAolsiw36O+/zcrKGYrFEWDa817NNPnEvXtkg0HeGB09kOaRqt1eB+K+ATK6d1seBsfuXeOVoXHupgY4k13elzJnkn1898RT1FWNJ2+9TeKlryN7bOQeBVKhIZ4/9jMMxI6yVLzH96e+hOV79ATEhxukQ3hCa2qYie7aLUmSumrBDgqc01m3DV3L18Jn+Lomy1xqBBkPu0/U5zhOmABf5RUC0u5pExyEy4LjdkvGUPe2CMm2xLFqmoxWYc18cL+PNwsJmqbER9J51w1SlBrTJGjnBN4gPQ7HsHwa8voS0oNskGwLdXkWGZu1QGwz0/F2FEf///bONUiS6yrQ3816dlV1V/Wr+jX9GM37JY1H8siysGSQZIMhLOPwsnIQ2CwbwRIBG0vwh2X5Acv+4LGLIyDYYGM3cATsAkZeWyAZbIPDBu2y0kjWe0bz6pnp7umufnc9ut6VlXd/VGX3re7Mqh6Y6WpN3y9iYrKzsrLOvXlu5s1z7jnncSreCA9Mv8jIYOuEhRpnfNUqP724QGe1yu/1dNcmRy0wDMnJUwucOzeH319lcXGM1ZUhksl+enpqFrw7SC+zY+wSJZVy65M/cXuWzlKJrzz0IFXjXlQ9++eTl2tYskqXd+CeTZDii3N0F7K8PTjB8X/mBKno8fL3E6e4MjBKby7DE698h57MGnO7NDnyGgHOjTzDyYEfoGQW+O61/8W15dcBZ+v4Xf/9e/4LO8TNrOiU3Erd51Ru407Oq5pR3cyvtknbqUIyOCdkbBUR5xbF4RTdo5qQ3fL22L/nVIYCnE3XbskubZNswAogfZKKVWkwz6vmcbsfSqXSxrbqVlFlt8+rtsHJXK1uu0UKOemFW8SifX1yudzGb6vbqsnVPrZklPCUPBSLxQazsdoP5WySE+EUL83FNq6nHaUhgGNihGmxzJonR38ltNFPTjLashy+vdm33ZkgC7HstrY56dPhVB/haoDXwjcbdMvJ1ate662RKwXg1dVOfqBnjS+9H2/Q7Xw+T8w7TzU0ylwhQL+1unEuEYkRTi4hiwVEsMMxYtE2r0spyc7PItbTiGwa33oaA8ntCsws13LnqGUIvF4vZiBKtv80g9nrxI0cnZ2bYdtqe5xcUuq2Wp3evhZOFeShcXzY/eR2HdT9tp6r7j4nF5tbslhVXruUhKqD6vhR3Xi2DGqkkHp97USQP7uWZKRU5vdDHVyuVqF+jHrvsF0W/f19xONLnDx1ma6uLKnUEFcun8cwam6MaLR1Yky17U7LGNTvbS/B5Kda9SKMPOVyuWH82Nfa4/EQLxY5t7jIW4ODzIbDUK063jedrpN9DifZbdTvObmiVLndkvlCrR7burlMl3cAy7Ia2mM/Z5yixrbud3K3qWPm+NRVXjnxMNcNP0fr/eTWz47XxOfncu8Qrw0dJOfzc27mKo9MX2VpIUGeTb3c+rsqtoyqrG7lk+xjVLnGYqd4bPwzhP0x3l/4Ry5Mf4Ng2LettM3Wbfv5pLrz3KLKW7FnJkiavYevUruBWwELo+j+PiaEcJyc7kXsm1urBJGmzyRQbL7A8yO9aQIeyXcXtk9Kx4NDROjggri+Y9kiBT996yFuxVMMr0XoWw9tTJCa4TUNThSGmfavsOh3Ly+yU/5+qYsn4xlORrdnFOkx1zCkxbKnj35r89NSZ3dtgrScQIweohmlG5fx3LpWW+zdESYTDFP0Brm55J5YMDP6OCAZyVz6J7dLAyeLJc6WSjwfDPCOz9fUPtrdk+exxy7QH18hmw1x+fIPkVwbBQQOS73uERIhLGSLhdmDhSIG8OYeyHfUinRlgZGO0wgMJPfGEnN4fpq3Dp3imw9/nGupJR5cnGFwdbHp9ZbAfDjKe/0HuNoziOnxMJBL88mLF4hnd7fQ72DkEE8f+mlW8wm+O/k/mUvWouSC3HurkcqemCBtndG5LZ6zZ5lOC3TBOSeF+gaszvzt2aubVcJpcbdb/gRVfqc3CqcZq/p9tySFrWqcqfLab6vqeVV5VauO3TZ1hq32jT0Dz3tr3++Id+BZcn/DsidIhmFs/HM61u5HN6uf03VzSpkPzgtonRaBq21bXl7e6J8ZZRGw+jZkY/pMgukglUqlYVHs0tJmIrR/ObDMatHDxUwnHk/jotbznaeoYjEfTBMQAUd9U9uTy+Z4aDFOyTC5EkhAcIDRbDeVQhnLkA1WO/u623JJKfFgsEiKQqHQYN20UX9XfWtVLRN237yyEqVizfHxeIavpjdltN9mw94FEp4o3fPzDVaHnmgPLCWwhsc3dHdr2SCZzWDeus66P8RKuAfLMLh5s5bPRpVblbcjPk4ufpretYsMdAWBYMO1Vr9nb88pC0fVbafC0urYUFNVOOVSciqcu1Ve2wqlHquONScLkjpmnEo7ON1jtm7bOqLK0rC4O53mxwtFFoTgJaBaLjcsvJ6YmAAgGCxx/tF5BgdvYFlBFhd/kFTyIQL+IPaLulMeOLd7qZPuOS1khkYLXi3StIRhWJTLfizLatAn23Lh9Xox6tc95/U2lEGysbfdnh1OliUnqzo4W4vc2rP19wHSyQXGQmeJePtIFhMb+1VLt43bImK7T9XrMD+/6U6rVCqcmZ1j/vTDzJw6x+SJQaK5DMduT3I4MUWXZ1PedMXkav8BLg6MshaJ4jNNHkhMcWz2Bn3rtRQu9quLHeDiZiFU7y1Oyy7ccqHZ3wsGg/g9HXx07HNkSsu8PPcnWF6TkZERoNGtpgabqGPVyUPilnOs1dKQPTFB0uxNuoq1h18+lqdzqdP1OMMwqFarFIvFO6pz0w6q1WrLCENpSKr+Kt6y+/AIGFUej+d46XYXlsN72YngGHOeNSpiZ2uzhvNRekth3umZwzQsFkPrHMz20lsIsRxuntPI9FrkRZmYdXfW5eSqHhIFP0c7C5De/nlXPsFc3yOUPVtyFfUPw+RFSK1BfPtaJGlZmNcvgs+/MTnaCUv9DyNklf6Vt2Bo90sp3C/8kGkyIiVfCvipOq7zkpw4Mc2Jk1N4PJLZ2eMUC09hWe0ro+Lx1BIPlkvN82KFLYsqUPoApBtJV2quzi5fvGGCdLcJZjMcfPV7nJ+5xuzIQW4dOcVrx8/xxpEHObI0y/jqIrf6hrjZP4Lp8dC/nuLJa29zeHkOK9eegrcAjx54loAnxCuJ57F2mK7kXqEnSBpXOiod+PI+8t15Omk+QTIMg2w2u6cnSJZlYVmWa7ZWG7PXRBqSjrT7TflAIEfQI3ltxbm9UU+EWWN2R3J5LMHJ5CApf4GZSO2BsBLMUTGqDGe7Wk6QAFIid9cmSMc784yHS3x9ttfx82h+jjkeYT00TB+K9S3WC14fzN7EHDmAN9yoM9bcLchn8Rw/i7W8s3pNxegEqegR+lbfwWfeWV0wzSYd1SqfLVe4aBi86fGAg4vZ7zd58KEbrCxHuXHjSYrFTgYH21tjzh+oWXozmf6mx4UsC1MI/NUq5R0sOm8nJSuLJasEDfd76t3EY1UZvz3JqeQCK53dXB09xOTQOFeGJvCZFY4tz3JqYYbezOaY3Hma0LvLwe6zjMfO8Nb8t0mVFtokxSZ7UpOczGWwaQ5zSuWu7ldN7m7ZcG0ToVO5h63YMrgtplbPYcvjZkq0TaZupUacFs+pbVRdGqo7wG67W3kDdVLgtJBblUE9bywXI9WTwh/wb0R0qSZg2ywci8XIZDKYptnQNtXN5+Ric3O3OS3aU9ujttM2j7uZo1dXV7Esi7W1NQKBAMlkssGtpp4rEolQHq65NeLlOL5Io07YOhjz1G4hq5VgQ9+Gw2H8ePEKD6bHapqN2W7PobVeOqo+Xu+ZqhWxlLVg+pmuFIdSvcx1ZihGNq+PLYPqtlljnaPWMJVypeUiU7frY29/+kyagil4aSZMuGd72YNCKoUxlGfZ08dQ/vbG58l0Gm98lPDCNGsvfxvGj1LuquWQEoUcvpkb5IMRVlPrJBKJbedV6evro+yLMP/AZwhX13nQmMU7NLSR20S91rbZHzZdoPaCZGisJu4UHKHqndsYt13Yap+r7klVB5zuF60WKjvlnYHNdrqt8XPKpaR+3/6tZxaXCAN/He+n1+/fONYuhwMQDscp5ENUqxHC4QnC4cZ2ubmZbB1Xx5HT+FSPVdvrVmaqWq3i9SYwTS/lcieG0Wj1ss/r9Xq5FO3io9ksn7l6jeePHcXaknPMlkfNjaO2x8m12hCQoZzLaXG3U5+rqHqXTCYpyzwhX1fDs8q+r6r73H7X7ie3Bceq/tvH9vb2wsoKx25d53S0m9WefvpWF/HWywQtuix3cMpdpLr8VRlU2SulKl7Dx3phc/2S2g/qchC/309noIfzI59mOT/NZOoC/fHNSbHtTnMrVeKkQ245A52W5bixFyMhNXuIrkwXFX+Fcqh5pmR7wKgPjb2AaZqk02nm5uYIBAJUKpWWfufyQJlgPrixSN2JHl/thrtS2v6OERK1gVk0Wi9cD5V9TCRjzITWWNuSwXqye4V1X4kzS4N4zebpBqpYGC1SEuyELl+VZ4YyfCsRJWc6uysEEEpPk48dxBSN7TfDXWTGjkGoE3HrCt6Z62CaeG/fwDIMkl07c5FZwsP06CeRwuBs9jW8u1R8835ESMlD6TSXOoIkWlhPk8k+Yt0rOBSUaQvF4kG8XpP+/qmmx90MhfjfA3EmMhk+dfOWo4VsL1GycviN9qWq8Jtlhpbm8N2jDPIjXcf4wvn/yM889pt87twvcWbkCTp87iv7BYKnjn0BgAuJF2ovinuAPWlB0uwdZL2Mg7CaP3x9Ph+RSIRMJkOhUGhY+NoulpaWmJqaolqt0tHRwfLycssQTykklXiF/rXmJv0eXxlLwlrZi3/LC2PIqO04UhpgotxPUProyPpZ95W4PrBK3l/BWzUYT8YYT3ZjCcn70e35SixD8u5AgsdmJzg0183VcXe3VBAfRSr8U+dIfsOiO1zhcwdrrsOvzTiXV7HpWnyDbN8J5rpOM55uzCQqfX44fhaZmMZITBFI1qx1K9EBLKP1GhEJJIY+RrGjn/HpbxLuvAtlTPYxI4UiMdPkpWjzuooAmUw3wyMz+HxZKpXdcQE1o5A/RS77PcbG32F5ebzpsW90dTHo8/Pk7Czrfj/v7OHakGUrR8Rz/62nExicG/kEDw0/xWp2jovz/5dDfR/iqeM/yQ8efY7bqatcX3qDmyvvYJqb6RDOHnia4eghLsy9QL7isPCxTeyJCZJlWQ3mNtUFpJrJnKK9VDObUzVk1fSpmqOd8uyoOOXfUU2nbg9ap0rdahucqger7XIyPattaJUzaWvqeRsnV5dbJJ3ap9lIFl/Fh5W2KLHdRWa7NLq7uzeSRk5PT29EHahm4Va/63bdbNyulf09Ve5MJsPNmzfp6OigVCpRqVQaItDcStD4DviQfkk4GW5qaerxlUmWvQiPb1uZiJxVJG3l6BB+hKhQECXyvgqDxS4emw4zH1knnovgtzwkwmmuxZbJyzJbI34rlQqrRoVr0SWOpwZYCmdZiuY2zMXq7wYsHwVqWcJVk7i9bZumj4SzPNqbo9dXpNdfoutwlniwQrd/s62vLQe5tGoAZccoQ7/fj7+SJLt2hUTsGLHViwTMLO++++7GsbYrozvcy1iu5gKbXs9DttAgF2yOW1v3U31nSHYfZzRzkVFPio6OzbVQtu6objPVxWZHFW0vU7Adp7VobsfaOrKTCNmt7QLnsiStInpg02Whui7UsaG6HGw3kSpLsVjkoZVVqkJwJRLBWx9DdtvVqDGPx0OsO0m5HMCyuvB4jIb7kVukliqvjerSUPvZ3u+UY2pr2+zfW17+KBMH/4aJiXmSye0vLuo1eTkSIVws8tj8PNlAgLfqYf92P6muIfU506rsi3rPUredrrvqfnT7vCxz+I3xhs9tfXK6V0PjmLFlVKO6VH1T9cWO4lT72SlHl1uErVPeJyd9DhhhTk48Q1/HGFPpt/iHya9StSpcmPoGveERjsYf5nD/wzx9/KeoWs8xk7zM5Mqb5MppHp34UaaS75EPzG9EVqoRlk5JIdXr7hTR7YbaNrfSJxvtbfqpZt+TjWSJZCMtM0pDbaD4fD4KhcJGMdh2IKUkkUgghGBsbIzJyZ1Xmi4dLkEVosnm+TYGA0UWi84uuLTM8V+zLzI8vFmUMhaLEah6eWh9lAPrUZZCWa7GlsgE6jfbJrUWr3ctMVyKcWyhl1TIeflkzYLUfLAfj6zz2ycu4jck66aX1UqQRM7H5UyI5ZKPyaU88zkP14vNrUc2/fP/j/XYYeb6P8wD899zPKbgDXCjM46QQMFZ9oq/k2LnAcrRUfKRESrBHroLCcYyF3ckh6YJUnIileJWJEKxRYSXYZj09SVYXBhjL62+yGZHsCwPkcgc0KL4rRB8a/QAnZUKT09NkfX7ud7b0/w7baAkc3iEF78RpGy1a0n03aPHP8aZ6CcwhJfvL/wVt7OXqFqbE5jV3Byv3JrjH2/8JQOd4xwdeISj8Uc42PsgAPlymguzf0l8yDkwpF3oCZLGlYqokO/I07t6Z0rbqs7ZvSaVSpHL5RgaGmqZS0pF+iTFQ0UCU4Gm648EkkOhdb6zcGdJy0oek3cGErwXn8cScscZXaWA90eW+fDNYT40Pcj1oxmKQeXNVEIXIW7jnmhxIFDk145eZrXs51dvfpiUWbNqqla1xcVabbNIZGcPR18lx0DyXRZ6z5FNXiKYdQ5ZNo3t10ACS4OPkY4dwfTX3uoNs0RHLkF05RKHxQJij6xD+CAzWCjQXS7zfwZbl4Dp7V3A6zVZWhrFpW53WxgcvIAQVVZWHgRaRzJKIfj6wQm+MHmDH5uc5A9iD99zGe+UslWz7nf4uiiXPsgTJMGhyEc4GP4wWXOVC4mvsV7Zml62kcX1aRbXp7kw8w2Guh5goucMidxlytW9F6W6JyZIlmU1mMtUE6bq1rIfdm7mWSdzpmp6c9p2Kx+iusWcIknckrzZi5TdogDsbbcEieq57H5wi0ZTU9rbuLnrnMzGqlxOpu2ULwUCAsmAq7x2e+0+Mk0Tj8ezcT7VbOuUIE81CzckTqy7B9XroJpZnVxwdtSJLdPq6irJZJJr164BMDu7GXav6ortZigfL1PwF4jPxxv0bmukw1CgQMRb5XKmAyllw+eq60d1f9jXRTXxq21zS3Jpk/WVePvAPGcSg5x6v5tLB5aZq9Suf085TIgAl7I3WSmvNJjoPR4PYU+V/3T8Kl4DfvPWwxAZwLYRqcfariq3Ugf2tVRdE11zF1jpPMpM73mCl/9gY1Kjul5t1GudGnuS1dhpYrnbRDPv01laYjBYrdkpOyAU2rzWql7YyQFv396MnlOjjWydd0sM55Rk0a2avLrt5GJTTfnqfcQ+n1OErSqb27h3c6vYqOeNx+Mb23Zfq+VUxlZWsIA3vd6G9tj3EfVcIwdmMCtBLHlkY4y6Rfip/WhfV/VcbtGb9j1NfYFyi2gTQmAYa/T0vkc6dRYpx+ns3Ez6afeTGhiykSwYuDA0yGevT9Kd23RLt1qiAJvXQpXRLamufV3VZ5bTM0n9XEpJqT5BCno6SVoLDfK4LTtQdcTWabdILfVYeyyqzzd7CQRsRog5lezZKo+tN6ZpEvJEOR39JFH/IDPr73Jx7Ttksptj0W6Pm4yhUIgSSa5mXiYajRKPxBuiKtX7vf09t7Il6r3FyXWuXhP1fuEW+WwjWpVc2A2EEOvA1XbLscfogyYmgf2H7o9GdH80ovtjO7pPGtH90YjujxrjUkrHqJw9YUECrkopH2m3EHsJIcT3dZ9sovujEd0fjej+2I7uk0Z0fzSi+6M1e2clnkaj0Wg0Gs0eQU+QNBqNRqPRaLawVyZI/73dAuxBdJ80ovujEd0fjej+2I7uk0Z0fzSi+6MFe2KRtkaj0Wg0Gs1eYq9YkDQajUaj0Wj2DG2fIAkhflgIcVUIMSmE+Pftlme3EUKMCiG+J4S4LIS4JIT4d/X9vy6EmBNCvF3/96l2y7pbCCGmhBDv1dv9/fq+HiHE3wkhrtf/37uFlu4yQohjih68LYTICCF+cT/piBDiy0KIJSHERWWfo06IGr9fv6e8K4Q41z7J7w0u/fGfhRBX6m1+QQgRq++fEEIUFD35b+2T/N7h0ieuY0QI8St1HbkqhPhke6S+d7j0x18ofTElhHi7vn9f6Mid0lYXmxDCA1wDngFmgdeBz0sp32+bULuMEGIIGJJSvimE6ATeAD4D/ASQlVL+l7YK2AaEEFPAI1LKFWXf7wBrUsrfqk+ku6WUv9wuGdtFfczMAY8C/4p9oiNCiCeALPAnUsrT9X2OOlF/CP5b4FPU+un3pJSPtkv2e4FLf3wC+K6U0hRC/DZAvT8mgG/Yx92vuPTJr+MwRoQQJ4E/B84Dw8B3gKNSSvcCjB8wnPpjy+e/C6SllL+xX3TkTmm3Bek8MCmlvCmlLANfAZ5ts0y7ipRyXkr5Zn17HbgMjDT/1r7kWeCP69t/TG0SuR95CrghpZxutyC7iZTyZWBty243nXiW2kNBSilfBWL1F5H7Bqf+kFL+rZTSTjX8KnBg1wVrIy464sazwFeklCUp5S1gktrz6L6hWX+IWprwn6A2SdS40O4J0ghwW/l7ln08OajP4j8EXKjv+oW6ufzL+8mlRK1U198KId4QQvxsfd+AlHIeapNKIO767fub52i8qe1XHQF3ndD3FfgZ4JvK3weFEG8JIf5BCPGxdgnVJpzGyH7XkY8Bi1LK68q+/awjjrR7guRU0XRfhtUJISLA14BflFJmgD8EDgFngXngd9so3m7zuJTyHPAjwM/XTcX7HiGEH/g08NX6rv2sI83Y1/cVIcSvAibwp/Vd88CYlPJDwC8BfyaE6HL7/n2G2xjZ1zoCfJ7GF639rCOutHuCNAuMKn8fAJxLgt/HCCF81CZHfyql/DqAlHJRSlmVUlrA/+A+M/82Q0qZqP+/BLxAre2Ltpuk/v+S+xnuW34EeFNKuQj7W0fquOnEvr2vCCG+CPwY8JOyvsC07kZarW+/AdwAjrZPyt2jyRjZzzriBT4L/IW9bz/rSDPaPUF6HTgihDhYfzt+DnixzTLtKnVf8B8Bl6WUX1L2q2smfhy4uPW79yNCiHB9sTpCiDDwCWptfxH4Yv2wL1fqfV0AAAGFSURBVAJ/1R4J20rDW99+1REFN514EfhCPZrtI9QWos63Q8DdRAjxw8AvA5+WUuaV/f31xf0IIR4AjgA32yPl7tJkjLwIPCeECAghDlLrk9d2W7428TRwRUo5a+/YzzrSjLYWq61HW/wC8G3AA3xZSnmpnTK1gceBnwLes0Mugf8AfF4IcZaa2XcK+DftEW/XGQBeqM0b8QJ/JqX8lhDideB5IcS/BmaAf9FGGXcdIUSIWrSnqge/s190RAjx58DHgT4hxCzwa8Bv4awTf0Mtgm0SyFOL9ruvcOmPXwECwN/Vx8+rUsqfA54AfkMIYQJV4OeklDtdzPyBwaVPPu40RqSUl4QQzwPvU3NH/vz9FMEGzv0hpfwjtq9jhH2iI3eKzqSt0Wg0Go1Gs4V2u9g0Go1Go9Fo9hx6gqTRaDQajUazBT1B0mg0Go1Go9mCniBpNBqNRqPRbEFPkDQajUaj0Wi2oCdIGo1Go9FoNFvQEySNRqPRaDSaLegJkkaj0Wg0Gs0W/j9vIRUIznJkHAAAAABJRU5ErkJggg==\n", - "text/plain": [ - "<Figure size 720x720 with 1 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "draw_segmentations(data, helper)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Which yields a better overall segmentation" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "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": "3.7.4" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/notebooks/.ipynb_checkpoints/NerveSegmentation3D-checkpoint.ipynb b/notebooks/.ipynb_checkpoints/NerveSegmentation3D-checkpoint.ipynb deleted file mode 100644 index 508097719075e1e5afe2e24822e81050338cca72..0000000000000000000000000000000000000000 --- a/notebooks/.ipynb_checkpoints/NerveSegmentation3D-checkpoint.ipynb +++ /dev/null @@ -1,1298 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# 3D Nerve Surface Segmentation " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "**Add Proper References Here**\n", - "\n", - "**NOTICE:** This notebook assumes you are familiar layered surface detection on tubular objects introduced in the *NerveSegmentation2D* notebook. " - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "from matplotlib.image import imsave \n", - "from skimage.io import imread\n", - "from scipy.ndimage.interpolation import map_coordinates\n", - "\n", - "from qimtools import visualization, inspection, io\n", - "from slgbuilder import GraphObject,MaxflowBuilder" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The data is a small stack of nerve images." - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(200, 200, 10)\n" - ] - } - ], - "source": [ - "in_dir = 'data/'\n", - "Vol_path = os.path.join(in_dir, 'nerves3D.tiff')\n", - "\n", - "# Load the data\n", - "vol = io.Volume( Vol_path )\n", - "\n", - "# Convert the stack of 2D slices to a 3D volume\n", - "vol = vol.concatenate().astype(np.int32)\n", - "vol = np.transpose(vol,(1,2,0))\n", - "\n", - "print(vol.shape)" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "%matplotlib notebook" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "data": { - "application/javascript": [ - "/* Put everything inside the global mpl namespace */\n", - "window.mpl = {};\n", - "\n", - "\n", - "mpl.get_websocket_type = function() {\n", - " if (typeof(WebSocket) !== 'undefined') {\n", - " return WebSocket;\n", - " } else if (typeof(MozWebSocket) !== 'undefined') {\n", - " return MozWebSocket;\n", - " } else {\n", - " alert('Your browser does not have WebSocket support. ' +\n", - " 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n", - " 'Firefox 4 and 5 are also supported but you ' +\n", - " 'have to enable WebSockets in about:config.');\n", - " };\n", - "}\n", - "\n", - "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n", - " this.id = figure_id;\n", - "\n", - " this.ws = websocket;\n", - "\n", - " this.supports_binary = (this.ws.binaryType != undefined);\n", - "\n", - " if (!this.supports_binary) {\n", - " var warnings = document.getElementById(\"mpl-warnings\");\n", - " if (warnings) {\n", - " warnings.style.display = 'block';\n", - " warnings.textContent = (\n", - " \"This browser does not support binary websocket messages. \" +\n", - " \"Performance may be slow.\");\n", - " }\n", - " }\n", - "\n", - " this.imageObj = new Image();\n", - "\n", - " this.context = undefined;\n", - " this.message = undefined;\n", - " this.canvas = undefined;\n", - " this.rubberband_canvas = undefined;\n", - " this.rubberband_context = undefined;\n", - " this.format_dropdown = undefined;\n", - "\n", - " this.image_mode = 'full';\n", - "\n", - " this.root = $('<div/>');\n", - " this._root_extra_style(this.root)\n", - " this.root.attr('style', 'display: inline-block');\n", - "\n", - " $(parent_element).append(this.root);\n", - "\n", - " this._init_header(this);\n", - " this._init_canvas(this);\n", - " this._init_toolbar(this);\n", - "\n", - " var fig = this;\n", - "\n", - " this.waiting = false;\n", - "\n", - " this.ws.onopen = function () {\n", - " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n", - " fig.send_message(\"send_image_mode\", {});\n", - " if (mpl.ratio != 1) {\n", - " fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n", - " }\n", - " fig.send_message(\"refresh\", {});\n", - " }\n", - "\n", - " this.imageObj.onload = function() {\n", - " if (fig.image_mode == 'full') {\n", - " // Full images could contain transparency (where diff images\n", - " // almost always do), so we need to clear the canvas so that\n", - " // there is no ghosting.\n", - " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n", - " }\n", - " fig.context.drawImage(fig.imageObj, 0, 0);\n", - " };\n", - "\n", - " this.imageObj.onunload = function() {\n", - " fig.ws.close();\n", - " }\n", - "\n", - " this.ws.onmessage = this._make_on_message_function(this);\n", - "\n", - " this.ondownload = ondownload;\n", - "}\n", - "\n", - "mpl.figure.prototype._init_header = function() {\n", - " var titlebar = $(\n", - " '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n", - " 'ui-helper-clearfix\"/>');\n", - " var titletext = $(\n", - " '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n", - " 'text-align: center; padding: 3px;\"/>');\n", - " titlebar.append(titletext)\n", - " this.root.append(titlebar);\n", - " this.header = titletext[0];\n", - "}\n", - "\n", - "\n", - "\n", - "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n", - "\n", - "}\n", - "\n", - "\n", - "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n", - "\n", - "}\n", - "\n", - "mpl.figure.prototype._init_canvas = function() {\n", - " var fig = this;\n", - "\n", - " var canvas_div = $('<div/>');\n", - "\n", - " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n", - "\n", - " function canvas_keyboard_event(event) {\n", - " return fig.key_event(event, event['data']);\n", - " }\n", - "\n", - " canvas_div.keydown('key_press', canvas_keyboard_event);\n", - " canvas_div.keyup('key_release', canvas_keyboard_event);\n", - " this.canvas_div = canvas_div\n", - " this._canvas_extra_style(canvas_div)\n", - " this.root.append(canvas_div);\n", - "\n", - " var canvas = $('<canvas/>');\n", - " canvas.addClass('mpl-canvas');\n", - " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n", - "\n", - " this.canvas = canvas[0];\n", - " this.context = canvas[0].getContext(\"2d\");\n", - "\n", - " var backingStore = this.context.backingStorePixelRatio ||\n", - "\tthis.context.webkitBackingStorePixelRatio ||\n", - "\tthis.context.mozBackingStorePixelRatio ||\n", - "\tthis.context.msBackingStorePixelRatio ||\n", - "\tthis.context.oBackingStorePixelRatio ||\n", - "\tthis.context.backingStorePixelRatio || 1;\n", - "\n", - " mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n", - "\n", - " var rubberband = $('<canvas/>');\n", - " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n", - "\n", - " var pass_mouse_events = true;\n", - "\n", - " canvas_div.resizable({\n", - " start: function(event, ui) {\n", - " pass_mouse_events = false;\n", - " },\n", - " resize: function(event, ui) {\n", - " fig.request_resize(ui.size.width, ui.size.height);\n", - " },\n", - " stop: function(event, ui) {\n", - " pass_mouse_events = true;\n", - " fig.request_resize(ui.size.width, ui.size.height);\n", - " },\n", - " });\n", - "\n", - " function mouse_event_fn(event) {\n", - " if (pass_mouse_events)\n", - " return fig.mouse_event(event, event['data']);\n", - " }\n", - "\n", - " rubberband.mousedown('button_press', mouse_event_fn);\n", - " rubberband.mouseup('button_release', mouse_event_fn);\n", - " // Throttle sequential mouse events to 1 every 20ms.\n", - " rubberband.mousemove('motion_notify', mouse_event_fn);\n", - "\n", - " rubberband.mouseenter('figure_enter', mouse_event_fn);\n", - " rubberband.mouseleave('figure_leave', mouse_event_fn);\n", - "\n", - " canvas_div.on(\"wheel\", function (event) {\n", - " event = event.originalEvent;\n", - " event['data'] = 'scroll'\n", - " if (event.deltaY < 0) {\n", - " event.step = 1;\n", - " } else {\n", - " event.step = -1;\n", - " }\n", - " mouse_event_fn(event);\n", - " });\n", - "\n", - " canvas_div.append(canvas);\n", - " canvas_div.append(rubberband);\n", - "\n", - " this.rubberband = rubberband;\n", - " this.rubberband_canvas = rubberband[0];\n", - " this.rubberband_context = rubberband[0].getContext(\"2d\");\n", - " this.rubberband_context.strokeStyle = \"#000000\";\n", - "\n", - " this._resize_canvas = function(width, height) {\n", - " // Keep the size of the canvas, canvas container, and rubber band\n", - " // canvas in synch.\n", - " canvas_div.css('width', width)\n", - " canvas_div.css('height', height)\n", - "\n", - " canvas.attr('width', width * mpl.ratio);\n", - " canvas.attr('height', height * mpl.ratio);\n", - " canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n", - "\n", - " rubberband.attr('width', width);\n", - " rubberband.attr('height', height);\n", - " }\n", - "\n", - " // Set the figure to an initial 600x600px, this will subsequently be updated\n", - " // upon first draw.\n", - " this._resize_canvas(600, 600);\n", - "\n", - " // Disable right mouse context menu.\n", - " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n", - " return false;\n", - " });\n", - "\n", - " function set_focus () {\n", - " canvas.focus();\n", - " canvas_div.focus();\n", - " }\n", - "\n", - " window.setTimeout(set_focus, 100);\n", - "}\n", - "\n", - "mpl.figure.prototype._init_toolbar = function() {\n", - " var fig = this;\n", - "\n", - " var nav_element = $('<div/>');\n", - " nav_element.attr('style', 'width: 100%');\n", - " this.root.append(nav_element);\n", - "\n", - " // Define a callback function for later on.\n", - " function toolbar_event(event) {\n", - " return fig.toolbar_button_onclick(event['data']);\n", - " }\n", - " function toolbar_mouse_event(event) {\n", - " return fig.toolbar_button_onmouseover(event['data']);\n", - " }\n", - "\n", - " for(var toolbar_ind in mpl.toolbar_items) {\n", - " var name = mpl.toolbar_items[toolbar_ind][0];\n", - " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", - " var image = mpl.toolbar_items[toolbar_ind][2];\n", - " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", - "\n", - " if (!name) {\n", - " // put a spacer in here.\n", - " continue;\n", - " }\n", - " var button = $('<button/>');\n", - " button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n", - " 'ui-button-icon-only');\n", - " button.attr('role', 'button');\n", - " button.attr('aria-disabled', 'false');\n", - " button.click(method_name, toolbar_event);\n", - " button.mouseover(tooltip, toolbar_mouse_event);\n", - "\n", - " var icon_img = $('<span/>');\n", - " icon_img.addClass('ui-button-icon-primary ui-icon');\n", - " icon_img.addClass(image);\n", - " icon_img.addClass('ui-corner-all');\n", - "\n", - " var tooltip_span = $('<span/>');\n", - " tooltip_span.addClass('ui-button-text');\n", - " tooltip_span.html(tooltip);\n", - "\n", - " button.append(icon_img);\n", - " button.append(tooltip_span);\n", - "\n", - " nav_element.append(button);\n", - " }\n", - "\n", - " var fmt_picker_span = $('<span/>');\n", - "\n", - " var fmt_picker = $('<select/>');\n", - " fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n", - " fmt_picker_span.append(fmt_picker);\n", - " nav_element.append(fmt_picker_span);\n", - " this.format_dropdown = fmt_picker[0];\n", - "\n", - " for (var ind in mpl.extensions) {\n", - " var fmt = mpl.extensions[ind];\n", - " var option = $(\n", - " '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n", - " fmt_picker.append(option);\n", - " }\n", - "\n", - " // Add hover states to the ui-buttons\n", - " $( \".ui-button\" ).hover(\n", - " function() { $(this).addClass(\"ui-state-hover\");},\n", - " function() { $(this).removeClass(\"ui-state-hover\");}\n", - " );\n", - "\n", - " var status_bar = $('<span class=\"mpl-message\"/>');\n", - " nav_element.append(status_bar);\n", - " this.message = status_bar[0];\n", - "}\n", - "\n", - "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n", - " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n", - " // which will in turn request a refresh of the image.\n", - " this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n", - "}\n", - "\n", - "mpl.figure.prototype.send_message = function(type, properties) {\n", - " properties['type'] = type;\n", - " properties['figure_id'] = this.id;\n", - " this.ws.send(JSON.stringify(properties));\n", - "}\n", - "\n", - "mpl.figure.prototype.send_draw_message = function() {\n", - " if (!this.waiting) {\n", - " this.waiting = true;\n", - " this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n", - " }\n", - "}\n", - "\n", - "\n", - "mpl.figure.prototype.handle_save = function(fig, msg) {\n", - " var format_dropdown = fig.format_dropdown;\n", - " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n", - " fig.ondownload(fig, format);\n", - "}\n", - "\n", - "\n", - "mpl.figure.prototype.handle_resize = function(fig, msg) {\n", - " var size = msg['size'];\n", - " if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n", - " fig._resize_canvas(size[0], size[1]);\n", - " fig.send_message(\"refresh\", {});\n", - " };\n", - "}\n", - "\n", - "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n", - " var x0 = msg['x0'] / mpl.ratio;\n", - " var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n", - " var x1 = msg['x1'] / mpl.ratio;\n", - " var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n", - " x0 = Math.floor(x0) + 0.5;\n", - " y0 = Math.floor(y0) + 0.5;\n", - " x1 = Math.floor(x1) + 0.5;\n", - " y1 = Math.floor(y1) + 0.5;\n", - " var min_x = Math.min(x0, x1);\n", - " var min_y = Math.min(y0, y1);\n", - " var width = Math.abs(x1 - x0);\n", - " var height = Math.abs(y1 - y0);\n", - "\n", - " fig.rubberband_context.clearRect(\n", - " 0, 0, fig.canvas.width / mpl.ratio, fig.canvas.height / mpl.ratio);\n", - "\n", - " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n", - "}\n", - "\n", - "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n", - " // Updates the figure title.\n", - " fig.header.textContent = msg['label'];\n", - "}\n", - "\n", - "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n", - " var cursor = msg['cursor'];\n", - " switch(cursor)\n", - " {\n", - " case 0:\n", - " cursor = 'pointer';\n", - " break;\n", - " case 1:\n", - " cursor = 'default';\n", - " break;\n", - " case 2:\n", - " cursor = 'crosshair';\n", - " break;\n", - " case 3:\n", - " cursor = 'move';\n", - " break;\n", - " }\n", - " fig.rubberband_canvas.style.cursor = cursor;\n", - "}\n", - "\n", - "mpl.figure.prototype.handle_message = function(fig, msg) {\n", - " fig.message.textContent = msg['message'];\n", - "}\n", - "\n", - "mpl.figure.prototype.handle_draw = function(fig, msg) {\n", - " // Request the server to send over a new figure.\n", - " fig.send_draw_message();\n", - "}\n", - "\n", - "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n", - " fig.image_mode = msg['mode'];\n", - "}\n", - "\n", - "mpl.figure.prototype.updated_canvas_event = function() {\n", - " // Called whenever the canvas gets updated.\n", - " this.send_message(\"ack\", {});\n", - "}\n", - "\n", - "// A function to construct a web socket function for onmessage handling.\n", - "// Called in the figure constructor.\n", - "mpl.figure.prototype._make_on_message_function = function(fig) {\n", - " return function socket_on_message(evt) {\n", - " if (evt.data instanceof Blob) {\n", - " /* FIXME: We get \"Resource interpreted as Image but\n", - " * transferred with MIME type text/plain:\" errors on\n", - " * Chrome. But how to set the MIME type? It doesn't seem\n", - " * to be part of the websocket stream */\n", - " evt.data.type = \"image/png\";\n", - "\n", - " /* Free the memory for the previous frames */\n", - " if (fig.imageObj.src) {\n", - " (window.URL || window.webkitURL).revokeObjectURL(\n", - " fig.imageObj.src);\n", - " }\n", - "\n", - " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n", - " evt.data);\n", - " fig.updated_canvas_event();\n", - " fig.waiting = false;\n", - " return;\n", - " }\n", - " else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n", - " fig.imageObj.src = evt.data;\n", - " fig.updated_canvas_event();\n", - " fig.waiting = false;\n", - " return;\n", - " }\n", - "\n", - " var msg = JSON.parse(evt.data);\n", - " var msg_type = msg['type'];\n", - "\n", - " // Call the \"handle_{type}\" callback, which takes\n", - " // the figure and JSON message as its only arguments.\n", - " try {\n", - " var callback = fig[\"handle_\" + msg_type];\n", - " } catch (e) {\n", - " console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n", - " return;\n", - " }\n", - "\n", - " if (callback) {\n", - " try {\n", - " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n", - " callback(fig, msg);\n", - " } catch (e) {\n", - " console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n", - " }\n", - " }\n", - " };\n", - "}\n", - "\n", - "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n", - "mpl.findpos = function(e) {\n", - " //this section is from http://www.quirksmode.org/js/events_properties.html\n", - " var targ;\n", - " if (!e)\n", - " e = window.event;\n", - " if (e.target)\n", - " targ = e.target;\n", - " else if (e.srcElement)\n", - " targ = e.srcElement;\n", - " if (targ.nodeType == 3) // defeat Safari bug\n", - " targ = targ.parentNode;\n", - "\n", - " // jQuery normalizes the pageX and pageY\n", - " // pageX,Y are the mouse positions relative to the document\n", - " // offset() returns the position of the element relative to the document\n", - " var x = e.pageX - $(targ).offset().left;\n", - " var y = e.pageY - $(targ).offset().top;\n", - "\n", - " return {\"x\": x, \"y\": y};\n", - "};\n", - "\n", - "/*\n", - " * return a copy of an object with only non-object keys\n", - " * we need this to avoid circular references\n", - " * http://stackoverflow.com/a/24161582/3208463\n", - " */\n", - "function simpleKeys (original) {\n", - " return Object.keys(original).reduce(function (obj, key) {\n", - " if (typeof original[key] !== 'object')\n", - " obj[key] = original[key]\n", - " return obj;\n", - " }, {});\n", - "}\n", - "\n", - "mpl.figure.prototype.mouse_event = function(event, name) {\n", - " var canvas_pos = mpl.findpos(event)\n", - "\n", - " if (name === 'button_press')\n", - " {\n", - " this.canvas.focus();\n", - " this.canvas_div.focus();\n", - " }\n", - "\n", - " var x = canvas_pos.x * mpl.ratio;\n", - " var y = canvas_pos.y * mpl.ratio;\n", - "\n", - " this.send_message(name, {x: x, y: y, button: event.button,\n", - " step: event.step,\n", - " guiEvent: simpleKeys(event)});\n", - "\n", - " /* This prevents the web browser from automatically changing to\n", - " * the text insertion cursor when the button is pressed. We want\n", - " * to control all of the cursor setting manually through the\n", - " * 'cursor' event from matplotlib */\n", - " event.preventDefault();\n", - " return false;\n", - "}\n", - "\n", - "mpl.figure.prototype._key_event_extra = function(event, name) {\n", - " // Handle any extra behaviour associated with a key event\n", - "}\n", - "\n", - "mpl.figure.prototype.key_event = function(event, name) {\n", - "\n", - " // Prevent repeat events\n", - " if (name == 'key_press')\n", - " {\n", - " if (event.which === this._key)\n", - " return;\n", - " else\n", - " this._key = event.which;\n", - " }\n", - " if (name == 'key_release')\n", - " this._key = null;\n", - "\n", - " var value = '';\n", - " if (event.ctrlKey && event.which != 17)\n", - " value += \"ctrl+\";\n", - " if (event.altKey && event.which != 18)\n", - " value += \"alt+\";\n", - " if (event.shiftKey && event.which != 16)\n", - " value += \"shift+\";\n", - "\n", - " value += 'k';\n", - " value += event.which.toString();\n", - "\n", - " this._key_event_extra(event, name);\n", - "\n", - " this.send_message(name, {key: value,\n", - " guiEvent: simpleKeys(event)});\n", - " return false;\n", - "}\n", - "\n", - "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n", - " if (name == 'download') {\n", - " this.handle_save(this, null);\n", - " } else {\n", - " this.send_message(\"toolbar_button\", {name: name});\n", - " }\n", - "};\n", - "\n", - "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n", - " this.message.textContent = tooltip;\n", - "};\n", - "mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n", - "\n", - "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n", - "\n", - "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n", - " // Create a \"websocket\"-like object which calls the given IPython comm\n", - " // object with the appropriate methods. Currently this is a non binary\n", - " // socket, so there is still some room for performance tuning.\n", - " var ws = {};\n", - "\n", - " ws.close = function() {\n", - " comm.close()\n", - " };\n", - " ws.send = function(m) {\n", - " //console.log('sending', m);\n", - " comm.send(m);\n", - " };\n", - " // Register the callback with on_msg.\n", - " comm.on_msg(function(msg) {\n", - " //console.log('receiving', msg['content']['data'], msg);\n", - " // Pass the mpl event to the overridden (by mpl) onmessage function.\n", - " ws.onmessage(msg['content']['data'])\n", - " });\n", - " return ws;\n", - "}\n", - "\n", - "mpl.mpl_figure_comm = function(comm, msg) {\n", - " // This is the function which gets called when the mpl process\n", - " // starts-up an IPython Comm through the \"matplotlib\" channel.\n", - "\n", - " var id = msg.content.data.id;\n", - " // Get hold of the div created by the display call when the Comm\n", - " // socket was opened in Python.\n", - " var element = $(\"#\" + id);\n", - " var ws_proxy = comm_websocket_adapter(comm)\n", - "\n", - " function ondownload(figure, format) {\n", - " window.open(figure.imageObj.src);\n", - " }\n", - "\n", - " var fig = new mpl.figure(id, ws_proxy,\n", - " ondownload,\n", - " element.get(0));\n", - "\n", - " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n", - " // web socket which is closed, not our websocket->open comm proxy.\n", - " ws_proxy.onopen();\n", - "\n", - " fig.parent_element = element.get(0);\n", - " fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n", - " if (!fig.cell_info) {\n", - " console.error(\"Failed to find cell for figure\", id, fig);\n", - " return;\n", - " }\n", - "\n", - " var output_index = fig.cell_info[2]\n", - " var cell = fig.cell_info[0];\n", - "\n", - "};\n", - "\n", - "mpl.figure.prototype.handle_close = function(fig, msg) {\n", - " var width = fig.canvas.width/mpl.ratio\n", - " fig.root.unbind('remove')\n", - "\n", - " // Update the output cell to use the data from the current canvas.\n", - " fig.push_to_output();\n", - " var dataURL = fig.canvas.toDataURL();\n", - " // Re-enable the keyboard manager in IPython - without this line, in FF,\n", - " // the notebook keyboard shortcuts fail.\n", - " IPython.keyboard_manager.enable()\n", - " $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n", - " fig.close_ws(fig, msg);\n", - "}\n", - "\n", - "mpl.figure.prototype.close_ws = function(fig, msg){\n", - " fig.send_message('closing', msg);\n", - " // fig.ws.close()\n", - "}\n", - "\n", - "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n", - " // Turn the data on the canvas into data in the output cell.\n", - " var width = this.canvas.width/mpl.ratio\n", - " var dataURL = this.canvas.toDataURL();\n", - " this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n", - "}\n", - "\n", - "mpl.figure.prototype.updated_canvas_event = function() {\n", - " // Tell IPython that the notebook contents must change.\n", - " IPython.notebook.set_dirty(true);\n", - " this.send_message(\"ack\", {});\n", - " var fig = this;\n", - " // Wait a second, then push the new image to the DOM so\n", - " // that it is saved nicely (might be nice to debounce this).\n", - " setTimeout(function () { fig.push_to_output() }, 1000);\n", - "}\n", - "\n", - "mpl.figure.prototype._init_toolbar = function() {\n", - " var fig = this;\n", - "\n", - " var nav_element = $('<div/>');\n", - " nav_element.attr('style', 'width: 100%');\n", - " this.root.append(nav_element);\n", - "\n", - " // Define a callback function for later on.\n", - " function toolbar_event(event) {\n", - " return fig.toolbar_button_onclick(event['data']);\n", - " }\n", - " function toolbar_mouse_event(event) {\n", - " return fig.toolbar_button_onmouseover(event['data']);\n", - " }\n", - "\n", - " for(var toolbar_ind in mpl.toolbar_items){\n", - " var name = mpl.toolbar_items[toolbar_ind][0];\n", - " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", - " var image = mpl.toolbar_items[toolbar_ind][2];\n", - " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", - "\n", - " if (!name) { continue; };\n", - "\n", - " var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n", - " button.click(method_name, toolbar_event);\n", - " button.mouseover(tooltip, toolbar_mouse_event);\n", - " nav_element.append(button);\n", - " }\n", - "\n", - " // Add the status bar.\n", - " var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n", - " nav_element.append(status_bar);\n", - " this.message = status_bar[0];\n", - "\n", - " // Add the close button to the window.\n", - " var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n", - " var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n", - " button.click(function (evt) { fig.handle_close(fig, {}); } );\n", - " button.mouseover('Stop Interaction', toolbar_mouse_event);\n", - " buttongrp.append(button);\n", - " var titlebar = this.root.find($('.ui-dialog-titlebar'));\n", - " titlebar.prepend(buttongrp);\n", - "}\n", - "\n", - "mpl.figure.prototype._root_extra_style = function(el){\n", - " var fig = this\n", - " el.on(\"remove\", function(){\n", - "\tfig.close_ws(fig, {});\n", - " });\n", - "}\n", - "\n", - "mpl.figure.prototype._canvas_extra_style = function(el){\n", - " // this is important to make the div 'focusable\n", - " el.attr('tabindex', 0)\n", - " // reach out to IPython and tell the keyboard manager to turn it's self\n", - " // off when our div gets focus\n", - "\n", - " // location in version 3\n", - " if (IPython.notebook.keyboard_manager) {\n", - " IPython.notebook.keyboard_manager.register_events(el);\n", - " }\n", - " else {\n", - " // location in version 2\n", - " IPython.keyboard_manager.register_events(el);\n", - " }\n", - "\n", - "}\n", - "\n", - "mpl.figure.prototype._key_event_extra = function(event, name) {\n", - " var manager = IPython.notebook.keyboard_manager;\n", - " if (!manager)\n", - " manager = IPython.keyboard_manager;\n", - "\n", - " // Check for shift+enter\n", - " if (event.shiftKey && event.which == 13) {\n", - " this.canvas_div.blur();\n", - " // select the cell after this one\n", - " var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n", - " IPython.notebook.select(index + 1);\n", - " }\n", - "}\n", - "\n", - "mpl.figure.prototype.handle_save = function(fig, msg) {\n", - " fig.ondownload(fig, null);\n", - "}\n", - "\n", - "\n", - "mpl.find_output_cell = function(html_output) {\n", - " // Return the cell and output element which can be found *uniquely* in the notebook.\n", - " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n", - " // IPython event is triggered only after the cells have been serialised, which for\n", - " // our purposes (turning an active figure into a static one), is too late.\n", - " var cells = IPython.notebook.get_cells();\n", - " var ncells = cells.length;\n", - " for (var i=0; i<ncells; i++) {\n", - " var cell = cells[i];\n", - " if (cell.cell_type === 'code'){\n", - " for (var j=0; j<cell.output_area.outputs.length; j++) {\n", - " var data = cell.output_area.outputs[j];\n", - " if (data.data) {\n", - " // IPython >= 3 moved mimebundle to data attribute of output\n", - " data = data.data;\n", - " }\n", - " if (data['text/html'] == html_output) {\n", - " return [cell, data, j];\n", - " }\n", - " }\n", - " }\n", - " }\n", - "}\n", - "\n", - "// Register the function which deals with the matplotlib target/channel.\n", - "// The kernel may be null if the page has been refreshed.\n", - "if (IPython.notebook.kernel != null) {\n", - " 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\" width=\"640\">" - ], - "text/plain": [ - "<IPython.core.display.HTML object>" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Instructions:\n", - " Controls\n", - " --------\n", - " 'up-arrow' : Next slice in volume\n", - " 'down-arrow' : Previous slice in volume\n", - " 'right-arrow' : +10 slices\n", - " 'left-arrow' : -10 slices\n", - " 'PgUp' : +50 slices\n", - " 'PgDown' : -50 slices\n", - "\n", - " scroll wheel : previous/next slice\n", - " \n" - ] - } - ], - "source": [ - "visualization.show_vol( vol, axis=2 )" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "%matplotlib inline" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The objects (nerves) in the volume have two different sizes which need to be handled differently. With small nerves marked in red an large in blue." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": { - "scrolled": true - }, - "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" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Number of objects: 25\n" - ] - } - ], - "source": [ - "# Get centers\n", - "path = in_dir+'nerveCenters.png'\n", - "centers = imread(path)[:,:,0]\n", - "\n", - "centers_small = np.transpose(np.where(centers==1))\n", - "centers_large = np.transpose(np.where(centers==2))\n", - "\n", - "# Show volume slice with centers.\n", - "plt.imshow(vol[...,0], cmap='gray')\n", - "plt.scatter(centers_small[..., 1], centers_small[..., 0], color='red', s=6)\n", - "plt.scatter(centers_large[..., 1], centers_large[..., 0], color='blue', s=6)\n", - "plt.show()\n", - "\n", - "print(f'Number of objects: {len(centers_small)+len(centers_large)}')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "As with the 2D example radial resampling is used for segmentation." - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "def unfold_image(img, center, max_dists=None, r_min=1, r_max=20, angles=30, steps=15):\n", - "\n", - " # Sampling angles and radii.\n", - " angles = np.linspace(0, 2*np.pi, angles, endpoint=False)\n", - " distances = np.linspace(r_min, r_max, steps, endpoint=True)\n", - " \n", - " if max_dists is not None:\n", - " max_dists.append(np.max(distances))\n", - " \n", - " # Get angles.\n", - " angles_cos = np.cos(angles)\n", - " angles_sin = np.sin(angles)\n", - " \n", - " # Calculate points positions.\n", - " x_pos = center[0] + np.outer(angles_cos, distances)\n", - " y_pos = center[1] + np.outer(angles_sin, distances)\n", - " \n", - " # Create list of sampling points.\n", - " sampling_points = np.array([x_pos, y_pos]).transpose()\n", - " sampling_shape = sampling_points.shape\n", - " sampling_points_flat = sampling_points.reshape((-1, 2))\n", - " \n", - " # Sample from image.\n", - " samples = map_coordinates(img, sampling_points_flat.transpose(), mode='nearest')\n", - " samples = samples.reshape(sampling_shape[:2])\n", - " \n", - " return samples, sampling_points\n", - "\n", - "def draw_segmentations(data, helper,layer=0):\n", - " \"\"\"Draw all segmentations for objects in the helper on top of the data.\"\"\"\n", - " \n", - " if data.ndim != 3:\n", - " raise ValueError('Data should be in three dimensions')\n", - " K = (len(helper.objects)//vol.shape[-1])//2\n", - " \n", - " # Create figure.\n", - " plt.figure(figsize=(10, 10))\n", - " plt.imshow(data[...,layer], cmap='gray')\n", - " plt.xlim([0, data[...,layer].shape[1]-1])\n", - " plt.ylim([data[...,layer].shape[0]-1, 0])\n", - "\n", - " # Draw segmentation lines.\n", - " for i, obj in enumerate(helper.objects):\n", - " if (i >= layer*K and i < (layer+1)*K) or (i >= (vol.shape[-1]+layer)*K and i< (vol.shape[-1]+layer+1)*K):\n", - " # Get segmentation.\n", - " segment = helper.get_labels(obj)\n", - " \n", - " # Create line.\n", - " line = np.count_nonzero(segment, axis=0)\n", - " \n", - " # Get actual points.\n", - " point_indices = tuple(np.asarray([line - 1, np.arange(len(line))]))\n", - " points = obj.sample_points[point_indices]\n", - " # Close line.\n", - " points = np.append(points, points[:1], axis=0)\n", - " \n", - " # Plot points.\n", - " plt.plot(points[..., 1], points[..., 0])\n", - "\n", - " plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Detect layers in object\n", - "In each slice of the volume there are 25 different nerves that we would like to segment. Each nerve should be seperated into an inner and an outer nerve which can be done by using the gradient image. The segmentations are prepared by stacking `GraphObjects` of each nerver image and then segmenting each one. \n", - "\n", - "To get a better segmentation the large nerves in this example needs a larger sampling radius." - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "nerve_samples = []\n", - "outer_nerves = []\n", - "inner_nerves = []\n", - "\n", - "layers = []\n", - "\n", - "# For each center, create an inner and outer nerve.\n", - "for i in range(vol.shape[-1]):\n", - " for center in centers_small:\n", - " samples, sample_points = unfold_image(vol[...,i], center,r_max=40,angles=40,steps=30)\n", - " nerve_samples.append(samples)\n", - " \n", - " # Create outer and inner nerve objects.\n", - " diff_samples = np.diff(samples, axis=0)\n", - " diff_sample_points = sample_points[:-1]\n", - " \n", - " \n", - " outer_nerves.append(GraphObject(255 - diff_samples, diff_sample_points))\n", - " inner_nerves.append(GraphObject(diff_samples, diff_sample_points))\n", - " for center in centers_large:\n", - " samples, sample_points = unfold_image(vol[...,i], center,r_max=60,angles=40,steps=30)\n", - " nerve_samples.append(samples)\n", - " \n", - " # Create outer and inner nerve objects.\n", - " diff_samples = np.diff(samples, axis=0)\n", - " diff_sample_points = sample_points[:-1]\n", - " \n", - " \n", - " outer_nerves.append(GraphObject(255 - diff_samples, diff_sample_points))\n", - " inner_nerves.append(GraphObject(diff_samples, diff_sample_points))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Let's detect the layers. We apply boundary cost, smoothness and containment constraints. Here we set both min_margin and max_margin constraints for our containment. Then we use maxflow to find the optimal solution." - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Maximum flow/minimum energy: 2371864\n" - ] - } - ], - "source": [ - "helper = MaxflowBuilder()\n", - "helper.add_objects(outer_nerves + inner_nerves)\n", - "helper.add_layered_boundary_cost()\n", - "helper.add_layered_smoothness(delta=2)\n", - "\n", - "for outer_nerve, inner_nerve in zip(outer_nerves, inner_nerves):\n", - " helper.add_layered_containment(outer_nerve, inner_nerve, min_margin=3, max_margin=6)\n", - " \n", - "flow = helper.solve()\n", - "print('Maximum flow/minimum energy:', flow)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The segmentations are extracted from the `GraphObject`" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [], - "source": [ - "# Get segmentations.\n", - "segmentations = []\n", - "\n", - "# for i in range(vol.shape[0]):\n", - "for outer_nerve, inner_nerve in zip(outer_nerves, inner_nerves):\n", - " segmentations.append(helper.get_labels(outer_nerve))\n", - " segmentations.append(helper.get_labels(inner_nerve))\n", - "\n", - "segmentation_lines = [np.count_nonzero(s, axis=0) - 0.5 for s in segmentations]" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The segmentations are visualized for each slice. But some of the segmentations are overlapping" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "<Figure size 720x720 with 1 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "layer = 3 # change to view other slices\n", - "draw_segmentations(vol, helper,layer)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Multi-object exclusion\n", - "To overcome the issue of overlapping segments, we can add exclusion contraints between all outer nerves. However, exclusion is a so-called *nonsubmodular* energy term, which means it cannot be represented as a single edge in our graph. Luckily there's an algorithm called *QPBO* (Qudratic Pseudo-Boolean Optimization) that can help us. \n", - "\n", - "QPBO creates creates a complementary graph, alongside the original graph. The complementary graph is inverted, meaning that is has the exact same edges as the original graph, except they are reversed. This means that the graph size is doubled, which makes computation slower and uses more memory. The benefit of QPBO is that we can now add nonsubmodular energies such as exclusion. \n", - "\n", - "The ```graphhelper``` module contains a ```QPBOHelper``` class, which is very similar to the ```GraphHelper``` we've been using so far. The main difference is that it has functions for adding exclusion. One of these is ```add_layered_exclusion``` which we will now use. We will be using the ```GraphObject```s created earlier." - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Two times maximum flow/minimum energy: 4743728\n", - "QPBO flow is exactly twice the Maxflow flow.\n" - ] - } - ], - "source": [ - "from slgbuilder import QPBOBuilder\n", - "\n", - "helper = QPBOBuilder()\n", - "helper.add_objects(outer_nerves + inner_nerves)\n", - "helper.add_layered_boundary_cost()\n", - "helper.add_layered_smoothness(delta=2)\n", - "\n", - "for outer_nerve, inner_nerve in zip(outer_nerves, inner_nerves):\n", - " helper.add_layered_containment(outer_nerve, inner_nerve, min_margin=3, max_margin=6)\n", - " \n", - "twice_flow = helper.solve()\n", - "print('Two times maximum flow/minimum energy:', twice_flow)\n", - "\n", - "if 2*flow == twice_flow:\n", - " print('QPBO flow is exactly twice the Maxflow flow.')\n", - "else:\n", - " print('Something is wrong...')" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [], - "source": [ - "# Add exclusion constraints between all pairs of outer nerves.\n", - "interval = len(outer_nerves)//vol.shape[-1]\n", - "for i in range(vol.shape[-1]):\n", - " for j in range(len(outer_nerves)//vol.shape[-1]):\n", - " for k in range(j + 1, len(outer_nerves)//vol.shape[-1]):\n", - " helper.add_layered_exclusion(outer_nerves[interval*i+j], \n", - " outer_nerves[interval*i+k], margin=3)" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Two times maximum flow/minimum energy: 4750444\n" - ] - } - ], - "source": [ - "twice_flow = helper.solve()\n", - "print('Two times maximum flow/minimum energy:', twice_flow)" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "<Figure size 720x720 with 1 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "draw_segmentations(vol, helper,layer=3)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "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": "3.7.4" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/notebooks/LayerSegmentation2D.ipynb b/notebooks/LayerSegmentation2D.ipynb deleted file mode 100644 index 0dee3bd93fb14a2bdf0d25cb8cda4975e4824792..0000000000000000000000000000000000000000 --- a/notebooks/LayerSegmentation2D.ipynb +++ /dev/null @@ -1,416 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# 2D Layer Surface Segmentation " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "**Add Proper References Here**" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Load essential modules for loading and showing data" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "# Load modules\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "from skimage.io import imread " - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "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", - "in_dir = 'data/'\n", - "data = imread(in_dir+'layer2D.png').astype(np.int32)\n", - "\n", - "# Show image.\n", - "plt.imshow(data, cmap='gray')\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Detect one layer" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "from slgbuilder import GraphObject,MaxflowBuilder" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Let's create an object that represent the layer we're trying a segment. Here we are only segmenting one layer. The image data is passed directly to the ```GraphObject```. By default, it assumes data is structured on a regular index grid.\n", - "\n", - "The surface will be detected where the data pixel intensity in the image is low. Therefore, for better segmentation the image is inversed by `255-data`." - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "layer_1 = GraphObject(255-data)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Next we create the ```MaxflowBuilder``` and add the layer. Then we add layered cost and smoothness. Edges are added automatically for when calling ```add_layered_boundary_cost``` and ```add_layered_smoothness```. By default these edges are added for all object previously added to the ```GraphHelper```. However, it is possible to add the edges for specific object only, by passing a list of objects to the function. The graph structure is based on [Li et al](https://doi.org/10.1109/TPAMI.2006.19)." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "helper = MaxflowBuilder()\n", - "helper.add_object(layer_1)\n", - "helper.add_layered_boundary_cost()\n", - "helper.add_layered_smoothness()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The graph is cut using the [Maxflow](https://github.com/Skielex/maxflow) algorithm to get the maximum flow/minimum cut. This algorithm will find the global optimal solution to the binary segmentation problem. " - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Maximum flow/minimum energy: 95802\n" - ] - } - ], - "source": [ - "flow = helper.solve()\n", - "print('Maximum flow/minimum energy:', flow)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The segmentation for ```layer_1``` can then be displayed." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "<Figure size 720x720 with 3 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "segmentation = helper.what_segments(layer_1)\n", - "segmentation_line = np.argmin(segmentation, axis=0)\n", - "\n", - "# Draw results.\n", - "f,ax = plt.subplots(1,3,figsize=(10,10))\n", - "ax[0].imshow(data, cmap='gray')\n", - "ax[1].imshow(segmentation)\n", - "ax[2].imshow(data, cmap='gray')\n", - "ax[2].plot(segmentation_line)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Detect multiple layers" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Looking at the image there there are four layers. Therefore we will create three objects, as we want to segment three different layers. Although our graph cut is still binary, we will create the graph so that we get a multi-label segmentation." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "layers = []\n", - "for i in range(3):\n", - " layers.append(GraphObject(255-data))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We create the ```MaxflowBuilder``` and add all layers to the graph. We then add boundary costs and smoothness as before." - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "helper = MaxflowBuilder()\n", - "helper.add_objects(layers)\n", - "helper.add_layered_boundary_cost()\n", - "helper.add_layered_smoothness()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We've added the layers to the graph, but because they all are based on the same data, and there are no interaction contraints between the layers, they would all result in the exact same segmentation. This is *not* what we want.\n", - "We want the layers to be separated by a certain distance. Luckily [Li et al](https://doi.org/10.1109/TPAMI.2006.19). describe how to enforce a minimum distance between the layers. This technique has been implemented in ```add_layered_containment```, which takes an *outer* and an *inner* ```GraphObject``` and lets you specify both a minimum and maximum distance/margin between them. In this case we will only specify a minimum margin." - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "for i in range(len(layers)-1):\n", - " helper.add_layered_containment(layers[i], layers[i+1], min_margin=10)" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Maximum flow/minimum energy: 290144\n" - ] - } - ], - "source": [ - "flow = helper.solve()\n", - "print('Maximum flow/minimum energy:', flow)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We can now get the segmentations for all layers and show them. Notice that the blue line, representing the first layers is the furthest down, or outermost." - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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7pqTr/T4PQSOh9pHzOY5JhPIiIp/zmpu1JE6zs5aaOTdNkPzsSn5efaicKz/zmiP3kvC9oL/D5wOBAGzb3tNsrMewbVvWRcTyamMakYmoek76PLhXzCrRmT17BWRqogkEAkL4fE6bwPUe6guN42vC04TlbaKqP/PBBx8mG3w+4fOJSeUTEyFYBYNBLC0tAbi8saVGav25/l0jFTfdK1lqCVpLq+12+zIzH5/nYWmkD4VCY1Ku9rvqjedh659ZwZXfZ3E5LQkTqfTcmanC+TCNmMjC+eoid0SmSqWCWq0GAIjH41IQz3F2M1D0nIBRXZVUKgXDMCQzxHFGmSa9Xk8KyrGWiz6nVqslWojWqExzvA0BtR2OEwwG0Ww25V08Q+17tywL8Xhc9q7T6cjzpmlKjZV+v49IJIJEIgHbtmUM7pdhGHI2PDu+k7VbfPDBh8kCn0/4fOJ24RMTIViFQiHkcrnLpG0tTRI0Unv929oPHIlExrSKvQLPSJxa+tSSN6VfIpQub896JIPBAL1eD71eT4hCmym1VG4YhsyLh9Pr9aT0viZ8LTEHg0HJegmFQjIvYNzHTkLivvT7fYTDYdi2jVAoBMuyEIvFpMAczblaQ+A6I5GIvI8VcbVkzzlzfjTBO44jBEWEB3a1Q64JgOynfjYUCklQpm3bY3gSDAblM2ppfDfPsd1uo9vtSuVhXiKsqqu1Kr5TX9L1ev06MNYHH3x4teFG+YRruPhB4Adoo4039N6AKKK3NZ+oDWt4cvgkBhi5RofGEANz9LNpmggYARiugaExhBFUrs7h6HMAGGKIoTmEG3VxuH8Y0VAUFxIXMBOawVZoC5FBBEfaRzB0hmN8YmgO8XTwaXnfYngRxyLHbohPbBqbOB88D8MwEEQQD7gPoIgiVsyVXSsdDPStPobBkbBqDS28KfgmBBHESZxEHfWRhcwZlVIwDRMPRR5CNBjFGeMMNtwNOQ/yPitoIeAGYJiXEh4MwDV3z8IwLwlXpisSU88cL9DqhYkQrILBIJLJJIDx4mAE7bNlLQ0+OxwOpeotsMsw4/H4WNsBChraX8oN1uZOSt6GMWqfwFoXNGeSYFg3ZTAYwLIsqcFBgtGprNrcSdMpNRAiK7UPrUkQ9Br4v5bSKVl7fcb8X6+Pc9HaGr/PvTNNcyz7hs9xzfo5vpPv5X5p3zylfApDnAuAMSTXz/IZClqsjqvbPnB+wWBQLh9dB6bdbotA6o2j4Pc0jg2HQ9FM7wR48/d/CgDwxIOfeo1ncnOA67kZoPdEj3u1vbre564XvOt54sFPXXONV5r3Xs/czP16vv1HN22sVwplo4x+vI+smUV1UMWXu19Gy23J371BzQYuKdwYWRxabgsFowDDNXA6chppN41QILTLOOECJjB0h3CN3TsIAeAu9y7cHbwbp4OncSZ4Bsu9ZdzduBuGYeBs/CxWrVV5t2maMA0ThmvAGFwa23CxYC/gjYE3YsvYwpPmk7tCTfDyCt4B85IFzh393Q2MLD4mTBiOAQyBneEO6m4dIexaTjhvuAAGAIxLP1/aGgMGsMf11gv28PzU87CGFoqh4uhZ14AbclFAAff378cT1hMiSDWNJkpGCdbAwhBDPIEnsM/chwACcGwHjrXbl9AwDMC9JKQML7kDY+PFOl3XxUt4abR/MDHAAM8Zz6GJJkyYCDgBmbcLV9bUD/ZxGqdhGRa23W2E3BDgAEbnUukIDHASJzFlTGHNXUMQwZFQGcDof1zap92wvcvB0D9ewinz6o2YDc30Xyu466673I997GPCEHu93pj51DAMkXR12XkKE+12G/1+f8zcOTMzMyb86P/5fQBjAgTHpzlVS9P0OWuLjhYGOp3OmIBB4UgLSdpK0uv1ZC4URiiwAbvmX0K9Xpfy/FpD0xklXL++YLS2BIzqlYTDYensTZO1Fmr4OedELaXVao3VN9EBjBR2tD9ar1ULSwRtxaK5XfvUY7EYAoFR5WD2qEomk5dZw1zXRaPRQKVSQb1eFy2J69pLs9VBklrbLZfL+PjHP47t7e3XNDUwdve8W/9GXH6/mUzyWuBl3l4h4nrncisY/KsBt+u8byU899/8EZpnNl9bmjgYc+/+rbsRNsLouaP7LGfkRkz2EhiGIYIUgDHhajgc4lDvEKYGUzhpn8TQGCIUHAlWcHfdf/z/0gBoo42KUUHEjaBttBF1o2gZLdjDkfW8Y3aQGWZguZZYOAzsKquu62KAATaHm7BdGz2jhwgiSCMtQoIIC951DNVazN0MOtMwEUAAPzT8IeT6OfneK+UTF4wL+EH4B3BcB7PdWTTDTTw4eBDnAufwjP0MTNdECCFMDadkPsf7x3GPcQ8cOPiW9S0UzAIMGHCGDtyhuu+VcCfnofaXn0WcCB7rPAbbtbEd2MZ3wt9B3I3j7f23I2yG9+QTK9YKno8+Dxcu7hrchSONI2N8omAW8PXB19FHH3OYw6OtR1Gr1G45n5gIi5XjOKjVamIpISMeDodiodKCjw4081o8dHS/btLITaOAwY0ikvEZuo2AXasOhQddhbbRaIytgeNqt6S21NDSQ7OobqSpgx7pR+50Ouh0OiJ8tNvtsc7bAMasN7TcUeDRgowO9Ot0OiIoWZYla+a+a181iZNESV+1ziLRFkDuoxaWtAVSZ4hoaV8LudoiRque7sU1HA4lW4Vrrdfr2NzcxNbWFlqtFjKZzJjASDO0Dnbdy+xvmiZardbEWKxeK8bufe8rncftKpjcrvO+0yGDDB4wHsDQGCndR/tHkRvmXhGfeFv5bQiFQkgmk9fkE0NjiO+FvoeW0ULEieDe1r04HT2NKqoAgBRSuL9/P1zHlfua96GOw3nOeA4b7gZCCOHBwYOIubGbwifynfwN84mUkcJj7mOyP1So7zHuQTQVRd2q477+fYh2omN8ohqswjRNPBx4+KbwicFwgLpbR8yI4V3mu+A4DhqX/tuLT2QCGbyn/R7hE/VufYxPxEIx/GTwJ4VPvLT50qvCJyZCsOp0Ojh16pQwel1t1esS06BjdSgQsXYGO3sDlxeT00IU36ldULQmBQIBQWBt2dMuOD0Xb+bFXlkY3sA8jkdhku/0HmSn05F5EoHr9bpY8+gy41p1toQGbUFj3BWJUrtL9f5pF6PXneo9I90mwHteXDtjvPSloYUu/ttsNsfWw32ixZBZK+fPn8fzzz+P7e1t2LaNTqcj6+JYXvcyz9mb9cF4Mh988GGyYNAZYOGFBbmz24M2zjvnAdx6PrFgLcjdWXALyCCDeC8ufGI9vH5NPhFGGAfcAxgOh9hyt24bPhErxDBlTaEVaKFjdnw+cR18YiIEq+FwiE6nM7Z5ewlWeyEfANkMai7cfB2LowOVXXe3FopGBq3VcNNopdLBhURELyHyZ/1OHRjJ2Cq+U2dlaM1Fu7n0HnBNHCscDsueMR5Jj0ni0vup56stfF6tjfPUwfB6j7iH2uqnz0VL+SQCfUGQOBnsuBdO8NLyujZ5LnxPt9uVc2IvMc5RB4B6z0e7Prl/qVRqDG988MGHyQCfT/h8Yi+cmEQ+MRGCFXA5kWjrERGTm6cX5EVkYIQ83g7o3HRuMgOXtUmSoBGdz+i/6zloMy7Hp/tNIzDXqGO4KCHTcqbBa8YmkXBs/R269XgJUAvR+8p50EWqLwWv6VrvufciYPwBx/ISo758dIwYCZLf8Vr39Fnqy41EC0ASBbznYts20un0nsSlYwy8+8F1M3MyEokgGo36gpUPPkwo+HzC5xO3A5+YGMGKsUzcNEqhPFxgt6aFRiSm0VOS5Hd1jJCXWLR2wDE0Ye1lovUSBYFj8mc+HwgEEIlExB+stQ0A4ncmsmtfPAPhuUYSGf3B1LooeQOQvzGwTxMJcHl9FxKeLnlADYRxVXoO3nXzfboKMsFxHNEsXddFJBIRAud56L3luN1uV/CAZ6EvJK+GSXNzMplELpdDIBCQ+AIShHd+Oo7BsixEo1HEYjHYtg3btiWr0wcffJg88PmEzyduBz4xMYIVgZIuNzYYDCIcDo+ZJTXy0RQIYOw7RDKdDeE1ZTKWSrdBoBTMnxlErSV3IjkPjwerJfJAIIBSqYRqtYp6vQ7LspBKpZDL5eT9wOjQO52OaCcEbQZ1HAfZbBapVErWRh9yt9tFtVpFpVIZ03xYKoJZIqwBRYKjBB+JROR7pmlK4D8z8vr9PrrdrsyNwX18D83IlPSbzSYKhQIqlQocZ1Sr5MiRI5ibm8P09DRCoRBqtRpWVlaEQDmO3nsAcu6agOhzB3ZLYGQyGSwtLSEej6PRaFx2YfCC0WcXCoUQjUYvK7SntWAffPBhMsHnEyPw+cRk8omJEqw0wmizo/57IBCQlH8+R3AcRyRkXc+IkrVOrWRtJFZ0ZQA3MN4lHYBI9xxHEwmJW8+V39ve3kapVEKv10MikUA6nUY4HJYD1/PWxEZkBSAVYTOZDBKJBAAIAg8GAzSbTSEYaj/RaBTxeFzepf3joVAI9XpdJH7t3wYgJSo4L2or3Et9SfGiIjEGg0GpaNtut+UdgUAA0WgUU1NTooHp8XRAptfvDmDsQvRqqZynaZqIx+NSU4yXCrUham4M2Oe//JvWULyxAD744MPkgM8nRuDzicnlExMhWHHziLjalOdN1dcmPm2OBXZNl9RWgN0mlzRjmqaJRqOBZrOJZrOJmZkZqdDNdzNrRPufiXRM9dd+YUq3nAOBh0bJnxIvP+fcY7GYvMcwRtVqGUjHg6ZmQSRwHAflchn1el1SbFn7ipoVNQ1qHVyj1qpoTiaxcR3a9E0EY70waoIkwEgkIv7nbrcL27aRSCTEBB2NRi/L+Ox2u2NIzP2lpkVT817BntxzXlS6OGs4HAYA2V99kZEg+a8OTOX+t1otX7DywYcJBJ9P+HziduETEyNY0awIYEwS5eFohOMm6IwJ7Xcnotm2LYel2wv0+300m01UKhVMT0+LJB0Oj4qQtVqtsQrcrPsUiURkjgzc04GPRBAi3dTUlBAHzataQub8kskkhsOhtGOhv73ZbKLf7yMUCmF2dhalUgnFYhHNZhOuOyqKyXoatm2jUqmg1WpJbRYiELUBIr7ruuh0Omi326jVauh0OojFYkin00gkEmPBjoFAQFriUGvQvmcSGc8lEAggnU4LETGDYjgcolqtotfroVKpoNFoyJmSSHSAaSgUGmtfoy8oaoT0dfOcuPdak9Lr2Atn9tJW98o+8cEHH15b8PmEzyduFz4xEYIVADlcmu3oI9UmVW5uNBqVhfd6PVSr1bG2NsDINBqLxZBMJi+rLwLs+ugBjB227mVEgmClckrblMg18ukibETOpaUl2LaNcrmM4XA33ZNSdyKRQDabFbMrMPKlVyoVqTbOPUgkEqjX61LcjJI3LwYSHxGPEn673Uar1Rpr4klTd6vVwksvvYRSqYRsNotOZ1SjhE0pdW8q7cPm5UK/O4MQmcqazWZhmqYQk2VZqNVq6PV6aLfbqNfraDQaY9qPYRiXVV4n0GxPoGZFM3a1WhUNIxQKIR6Pj2mUzI7R+MF90uOGw2GkUqmxAFEffPBhcsDnEz6fuB34xEQIVgw8bLVa8juw2x5Fmx0dx5FgMu3rJsFQW5iamhprAEnJn80so9GoSP8bGxvS6iUejwuyEMG63a5oJuzcrf3OfOfOzg6KxSICgQBSqRTi8bj4ZYn88/PzWFxcFETqdrt48skn0Ww2xfxJwmP1dcuyUCgUxojNm3rb6XSQzWYRi8UQjUYRjUbFz6x984FAAPPz80L0+XwejjOqfO+6LtrtNmzbRi6XQzabFcm+0Wjg4sWLACD7xxiGSqUi/x8+fBhTU1NyyZEQVlZWsLGxIRkdlPZ7vZ5oS7VabSxuYWNjA6FQCOl0GqlUSs6EOJBIJMZM+DS9d7vdMTO9ngsACUicmZkREzj9/VtbW2Najw8++DAZ4PMJn0/cLnxiIgQrIpT26dJvqqVFbXYlArZaLamwCoz80PF4HMFgUEyp+vs0oxLhWq0Wms2mSLexWEx8zHye7xoOh+J/ZzNlx3EQj496upXLZWxsbMCyLDmAer2OWq2GVquFSCSCdruNUCgkRFipVLC1tSV7Qa2DptV+vw/DMBCLxXv3DrUAACAASURBVERz0dIz50dC5iXB+AFeRpS8tT8+lUph3759iMVi4gsPBEYZHq1WS6Ry+pqpTdBfTjMufffD4VBaEwEQbY0XlU7b1WZxrRXqLJ5GoyHmeZpzGdBpWZZoMyTswWAgZ0aNhv59Xi6MQ7BtG5lMRnCvVCohn89jY2PDF6x88GECwecTPp+4XfjERAhWjuOgWCzCcXYLrHEjKbFz0czSqFarKBaLGA6HWF5eFiTnAXe7XTGtaj8sDzaZTCKdTqNer49V802lUkilUmg0GigWi8jn83JIPDgAmJ+fB7DbI7DRaAgy9nq9MQSq1+tStKxWq4nWNBgM0Ol0kEqlhPhoGg0EAkgmk+LrD4VGfa2i0aiYIDudjpiGmRIMQMyZzWZT9pTaHQD5HIBkoBCoDXJMXkbUFvj3er0O27YxNzcHx3Fkb+r1ulxSnA9959FoVPZRA7NEbNsWgun1eqJRdLtdqTvCDB3+HA6HkclkBI+0qT8ej4tWxz0FdmM1KpUKms0mGo0G8vm8mM998MGHyQOfT/h84nbhEzckWBmGcRFAHYADYOC67iOGYWQA/BmAAwAuAvh7ruuWrzbOYDDA9va2aAc6MIyLpG/ddV3s7OygUqnIoRGpuBH05W5ubqLVasGyLMTjcUG2RCKBXC6HaDSKfD4vwXyhUAiZTAaxWAy1Wg2NRkMC6TgX+nmz2azMrdvtCvHG43Hxt7PAGecfDAZRLpdlnHg8LumxpmmKdsLvME6A2k4ikZCgQUrr1BJYu0MjGWufEAKBUWE0BgRyXgCEIOgj575SCyMieove6cJ8pmmKD12n3tL/Tl8/CYY+cs6F2gP/pQm53W6jVCrJu2iej0QicBwHpVJJNEfWY2GwJ1OSuc5Go4GdnR3UajXRrBgoWa1WRYt9pXCzaMIHH+4U8PmEzydeb3ziZlis3um67o76/TcBfNV13d82DOM3L/3+D641CM2uNB1yI4nkNNfRtBcOh5FIJEQKZRaEZY0KrLFOBWtxtNtteT6VSmFxcRGJREKQgRkZOgCO5kCdTcLAu2KxKBkc3HAAUuqefnFmsXD+/IwpualUSoIGWXeEhMZng8EgUqmUVH4FMOYTp1mcReD4fmptBB18SY2NmRCxWEz2gubefr+PRqOBdrstmSUAJAAyk8kgnU6jVCoJouqMDc6PBEVzvb5I+LNu2gmMiI/1VWi+5mcaoanFMoOn3W6PBUMywJLEX6/Xsb6+ju3tbTSbzbE4BQZ4Xq2i7nXCTaEJH3y4g8DnEz6feN3wiVvhCnw/gHdc+vmPAfwHXINg4vE43vSmN6FWqyGVSmF6elr8udVqVUyh1CrS6bQgZjKZxIULF9But1EoFACMiGd+fh6JRAKRSEQKhU1NTclnDMh7+umnsbW1hcFgIOPG43HxQ8/Pz8shUxJuNpvY2NgQKZupsTwkmmsBiFlT+4QBiN+82+1KjREAgiRc63A4FBPwYDAQE3G73RYtyTRNJJNJMW2XSiUAu3U3OG+dGUIpn0TLzAvDMBCPx4UIyuWyzFOby3O5HPbv34+ZmRmcP38e3W4XjUZDsmvoq2dtFs6DhErTOgC5LGhKJiHHYjG0Wi10Oh1JYz5y5IhoYzq2gtksXDdTdZmFwwq/9JM3Gg3pfE7tlPPwFua7CfCyacIHH+5w8PmEzyfuWD5xo4KVC+BLhmG4AD7uuu4nAMy6rrt5CUk2DcPIXWuQYDCIQ4cOiRSdSCQQj8cl1ZPSaK1WAwAkEgnZUJ0RYtu2EIe3Ai6zBpiCC4ykz0qlgnK5LFkBpVJJzKz0R4fDYUSjUUGsSqWC7e3tsY3ley6te0zq9moyzDLpdDpirqTpk2ZLYCSNMz2UmRi6Eu1gMJAASdM0EY1GJUiRf2O6MbUaZmqQAOlnLxQKYnJl2iz3HQCSySQSiYRoAqFQCK1WC41GA8FgUDJbMpmMBGnyvdvb27IfnLtuUcC/6YwOAHIhMQOHmqTOFtG+cZrNA4EAWq0WisWipFjn83l53nEcicfg9/k3XfDvFcJNoQkffLiDwOcTag0+n7jz+cSNClZvcV134xJRfNkwjBeu94uGYXwUwEcBSH8jZhpQYtT1R7h4YCTFB4NBtFotSeekmZKI7zijlFciADDakHg8jng8jlgsBtM0xafOoEGOT/Noq9WC67qYmpqS7tj0YZNg6NMnAnjra/BvTO3UVV1JLKyhoYMrOT4J7NK+CbFQMyACA7sxBoxDKJVKY8SSzWYly4H+8Ha7jXK5DMuyEIvFxN/MedHEvLS0hFgsJt9lYToAYn6nJsfaJayBQo2J6c+6rxYLyOVyubGUabY7YC2URCKBaDQqmSPcC12EL5lMYnZ2FtVqFZZlIZ/Po1wuy95zrxgIqbOJhsOhfHYDcFNowsolb2QOPvgwSeDzCfh8Anj98IkbEqxc19249G/eMIy/BPBGANuGYcxf0kLmAeSv8N1PAPgEAOzfv9/VWRHew9zc3ESpVEKz2QQASUVlATIWLKMJUSMvfcX9fh/1eh3pdFp8v7ZtS9YGM0BisZikvlITIVLEYjExQ2azWQloo9bUbDblO3wvgb8zWJH/MvWTP/f7fTFvc/1EEErZ7P2kA/ooPfPioGROQiMxUBsjMvZ6PZTLZRQKBczNzYnGwaq9vAAsy8LMzAzS6TSAkRl9a2sLtVpN/Pn0UfNCI/HTJA2Ma2y6gNv09LSMzViCwWAA27aRTCZlPQy21IX8qKHSfM2KwozFSKfTcvkxVsA0dzu8a6LRZ/ZK4GbRROzueb8TtA93BPh8wucTrzc+8YoFK8MwYgBM13Xrl35+L4B/AuAzAH4RwG9f+vevrzVWv9/HmTNnsLm5KQevg9Dy+Tzq9fqYr5pmVPrU6VtlLY5GoyFEx/+bzSZ2dnZQr9dx6NAhhEKj3kM0Kc/MzACA1DBpt9uIx+NYXl6WA2g0GpiamsLBgwcxNTWFarUq0jA3OxqNIhKJjKWrkrh1dkqv15OsEppv6aPnXDudDsLhMHK5nAQHdrtdMXcyu6LZbKJWqyESiSCZTApR7tu3T+ZIiZ61PBqNBjY3N3Hq1ClEIhEcO3YM999/P3K5HD73uc8hn89jbW1NAhBnZ2el+i/TjBcXF4WQDcPA888/LyZdxjdoYqHG1O12xVwcj8exsLCARCKBQqEgBe+CwSAymQxyuZwEH25vbwvSM4CVQY2sIPzMM8+ItsEigEtLS5LqTHxgxpCOMTAMA88+++xrThM++HAngM8nfD7xeuQTN2KxmgXwl5ck4SCAP3Fd94uGYXwHwL8zDOMjAFYBfPhaAzmOI4F5lAqZiknQkrw209EkSPMi/e3GpZoc2ldLhCsUCjLexsaGmJIBiP92bm5OiCAWi8m7GAzHFFciPYkzFotJaixrm5CYmf5KEzQJja0JGCS3sLAgAYeUlHnYNGun02nkcjlUq1U0Gg3JDgEwdlGwIF6n00Gz2US32xWfMRHOsiwUi0UUi8WxM+AaGQTIS2MvkzT/r1ar2N7eRqvVQjqdFu0CgJidjUsVbHmuvEi4twCEkJLJJGzbRqfTEdM3+1e1Wi25IKldBoNBrK6uCgHxAmGVX47BeiqRSETWy7ndQEubm0YTPvhwh4DPJ3w+8brjE69YsHJd9zyAB/b4vAjg3S9nLGoUlFgp0bNwmE6dZJn5QCAgPtepqSl5hgjKtEhtUqQ/F9j1j5fLZbiXulVrX63uM8UgPyLMYDBAt9uVLA9mLdBcqSv6sjgZ18PaINSMaNJlm4TZ2VkxO29ubormQV96IBBALpeTNGBK0UReIuxgMBBEqdfrkjUTj8clJTedTsNxHGxtbWFtbQ0XLlzA6dOn5QLhxZHJZDAzMyN7TiJKp9PodruiVbDiLU3SJErWPNFBiUTmVCqFXC6HeDyOcrkszT6pJdLUTkQm8TBtl/vO/TBNE2trayiVSjBNUzS25eVlMe3yjGhmbzQagmvMVnklcDNpwgcf7gTw+YTPJ16PfGJiKq/rDtyUbonsmUxGNA7XdYU46A9mqiQA2fB0On1ZjQ1uVCqVksOORCJizu10Opibm0M6nRazJbUXbigPiX5ptk9gOir7EnU6HZRKJTjOqIharVYTXzVL9VO6XlhYADDqcr5v3z6pLcLCc5yb67pYWFhAOp3GzMyMaCoAhEiZ+tpoNFAulyV7hfVT5ufnx7SqZDKJXC6Hfr+PCxcuIB6PCzIyRmBxcRGpVEq0BH0xNBoNOUeeAYk/l8thZmZGzNlMUW2321IIj+Z1x3Fw9uxZVCoVhEIhxGIxNJtNFItF+Z1ZJDRpU5uh6TqZTKLX66FYLGJ9fR0ApClpt9uVdg/ULpkd1Gg0RJtjcKwPPvgwWeDziduDT1j9Csxg+nXNJyZCsBoMBpLKCoynocbjcaTTaSSTSelNRImYVWYpOVIroAmPtUHi8bjU+0gmk2KC7ff7mJ+fR61Wk6wIAOKDpy+bNU6azSYqlQo6nQ5isZgUamOBMZ3B0el0UCgURCIHxqvXsoJuNBrF4cOHRasKh8NYX1/H+vq6mFxZy4MmYKaa0mQLjPz1HL9er2NzcxPBYBAzMzMS8MhieZTYud/UKmq1Gs6ePYteryem2XQ6jfn5ecTjcdG4aKYOh8PS8ykcDot2MTU1hVgsJpcPLxZmU/DdPK9qtYpqtYrV1VWJC9ApvLycWGmX86CmScSv1Wpj2RososeAVO0jJ7Hy0tFm8ZtQINQHH3y4yeDziQnnE3NzeGvr8zh6+mvoBBL4+vKvIxCIvy75xEQIVsPhENVqFY888oikt1ITmZ+fl6aUZ8+exalTp6SuB1sOHDhwQCqzsi8RiapSqUhp+v379yOTySCTySAajaLVaiGTycC2bQQCATF1sicUNYzjx4+j1+vh1KlTeOaZZ1AoFCRQ0bZtseaUSiVEIhHRYrjx9OvS187iY0Sger2ORCKBVquFnZ0dPPnkk+L7pXazvLyMYDCI6elpDAYDnD17FltbWyLkhEIhzM/PI5vNSrCkZVmYn59HNBoVU/L+/ftx9uxZ0Yzob37rW98qWovjOFhbW0M6nRZiCIfDKJVKKJfLY1V4acUiAVNDSafTQjCGYWBzc1PquvT7fUQiEVQqFeTzeVy4cAGWZWFubk7GZHNPYLdnk06HBiCI3m63peXEcDjE/Pw8Dh06JNWT2TaBGi7fSyIJBAJYXl6GZVmi+fngw/VA/69m5OfQTxZew5nc+eDziUnmEwYeq38GR2vfwPP2w1junsU7Vn4Hfz31y2jFpl53fGIiBCsy79nZWTHnMj00k8mIv7vX62FtbQ2VSkXMdZVKRTaUaZmsmmsYhvhfNzY2ZANJDJSKw+EwYrEYotEoKpWKFEzrdDqSHsv0UKbIxuNxMZNaliXSMeeizaisCRKJREQ7odmWxedo/mWAo9bGEokEjh8/LkXhaBJvNptSsXZnZwf79+8XkywDJ5nBwsq8tm3jW9/6Fmq1mvSg4iXFdFXuC9/X7XZh2/aedVJ4TgT+zmcjkQgOHToEx3Fw7tw50T5YARgYBVEGg0Hs378f09PTaDabKBQKEqyo66QEAgGpmFsoFCT4kfVGHMeR7I5cLif76jgOUqmUmINZ64axAIy/ePzxx0W788GHq4EWqvi7L1zdOvD5xKTyCRs/bn4Dx2rP4nT2vfgq3oaQu46f7X4SP1H6A/xJ6KfRNLJjZ3mn84mJEKx0nQrWD+EmcVOZKkkpHoBIlevr6/IcpVdWeCU0Gg1UKhXE43G4riu+V1axDQRGVWvX19clhZdjsnljIBDAzMwMpqamkMvlJMjRMAxJ8wV2sy1ohk6n05ienkYoFML29vaY9kCzazQaRTgcRr/fx+zsrBS+o+99//79iMVi2NnZQT6fR6PRkHfqbt/xeFw6iQOQvlPRaFSIh3OwLAvNZlN8+Lx0XNdFNpuVc2g0GggEdhtzdjodQSoGFFLzs21bqh9zf5kGOz8/j62tLakTA0CQnJrU0tISCoWC7DkDUFnpNpvNSkE3FqwjYVKzSyaTyGazmJmZQbPZHDPvEt9M05Q6LplMBtlsFqFQCDs7O75g5cM1wStU6c994erWgM8nJpFPZPBLuVN4S/Asvhv+Yfwg9mPolErYbln437vvw39pfxY/3f0kPhn6GbQTB183fGIiBCtK3awnYdu2pL3SN9tsNhEMBsUXm0wmJUiNgXE0qbJIGYEBcPl8XlJLWf5+dnZW/MmxWAzVahX1eh0AxDxYq9WkYiwzMViSnwGEruuO+XRZxZbFyJi9oLt/853pdFreZVmWpBRzXDa+5BgsEMd4AJqQO50OBoOBVLVlM0nHcST+oNlsSiBgIpGQFOZutyv7FI1GkcvlpGru1taWXFRsT8A9X1xclMuA0j1rxkQiEUxPT8sFMTMzg7m5OXkHiRoYxRMsLi5ibm5Oghd5MdJ33mg0MDc3h/n5eczNzUlQJLNuqI2wl1OtVkOxWMTm5qYIf6xz0ul0MDs7K2fDmi39fv8yK5wPPmi4klDlw60Fn09MGp+I4JeXXsRjobP4SusefKVzP5LulvCJlUYH/7D3AP7poZP4BfPP8LXEr6MZP/C64BMTI1jRDwqMKtd2Oh1sb29jZ2dHGk4ahoFcLifaA7UA1uCgaRWABCeyjkYgEMDKygq2t7eRTCZl05kyy0A1TXQcl53PKb0ym4GBiKyHwiaWuhAcx6PPnJknwK5pmwcWj8cRCoUuK1pnGIZksdCfT/8zzaCu62JnZwe9Xk8yZwqFghAB9yEYDEqDykAggHK5PLY+y7IwPT2NZDKJfD6PWq0mReUopTNzIxgMSoE3tomg67Df7wsSnj17FsViEaVSSYI4mbbMeivJZBLLy8tIJBIiyJ05c0aannI9Bw8elMq+S0tLY3hEbaVYLGJjYwPtdhs7OzvY3NxEKpUSS1uxWBRNrtlsiltTuzl98GEvuB6hyrda3Rrw+cQk8YkQ/v6Bi3gsdAZfbd+LP9o4hEBgC7VafYxPrHd7+O9bx/B7J87jPRu/h6fu+y04l7L77mQ+MRGCVTgcxvLyMra2tsTcyeaI29vbUjANAI4cOYJWq4VarQbXdceCAGkmpiaztbWF8+fPY21tDe12G/Pz85J6yz5Q8/PzSKVSqFarOHfuHC5cuIBMJiMmSG56KBRCLpdDOp0WX3swGJTicpTSAUj2x8zMjPi78/k8qtUqKpWKBBzSxw8AlUpFCsANBgOpIeK6Lur1EbLSb59IJLB//34sLi5KQPnm5ibK5fJY5oJhGHjooYdEUq9Wq4hEInjooYek9xQvHWpH9L3rPk00j7MIHbWGaDSKkydPolQq4b777kMmkxlr/UDi//M//3N0u11prcCGm7VaDZZl4eGHH8aJEyckuLBarWJ6ehrPPfccCoUCDhw4IILbyZMnJfOH1Y5JxOznlc/n8dxzz8lZMeC0VCpJRWYAyOfzKBQKOHPmjFwsvJh98MELL8dSxWd9Aevmgc8nXl0+8SNvmMNMbxXPhk6M8YkT0U28Y+o8jgcu4nuRx/C3wxNIJotX5RP/6GwC//Tw9/Dws/8YvaP/6I7nExMhWFmWJa6nzc1NMfnSv0spmj51NsJkkTEeDoPsotGoVIi9ePEitra2MDc3h0cffRQAZIPps+U7GHQI7BZpq9VqmJubk6wL+tjb7bbUOYlEIqjX6xJcSGJjUCKLvDUaDfHhUvMgEe7s7GB7e1vqiKTTael5RV8/e0UBIxMzgyepfbB5pGVZGA6HY5oZgwSpHTSbTfF3ZzIZyZQAIOZ10zRlfsyAAUaSOgP8Tp48iU6nIwGf7LfE89vZ2YHrumOBgywWx/3PZDJYXFzECy+8gJWVFQmQTCaTcgZs9QBA6qcw+6VarUoNFGCk4WmTO/dJd7KPRCJiedN72+12b7QJsw+3KVzJ0nQjrj/fenXzwOcTrx6fWDLzeH/1D2Gji5S5is9ab0Mmk8Ebek/h51NPoecG8YT1GL7SezNM07kmn/jiyZP4je69+J3jL+CHz/yvWE/8Anq97B3LJyZCsGL2BE2U1WpVguRIPPxZN1Wk1M5iblNTUxK1n8/nUSwWkc/n4bouFhcXcfz4cVQqFZw7d05Mi9xo+p1ZA4RB24PBAPfeey9mZ2fhOI40ogQgAZT9fh8bGxtotVpSWl8fAk3YJHT+S7NqJpNBrVZDuVzG6uoqLMuSQEKapxmA1+120Wq1JJODZQ/4Hkrf7NFUq9WkJxXNmOvr62i1WpiamsL09DTi8Ti2trZEmm+327h48SJisRgWFhaQzWbR7XYl+wWAmMMNw5DAP2ZUMFOmUCig2WyKJcswDBSLRbkIeMasV5LP53H27FmYpokjR47gyJEjOHv2LBqNhsRUhEIh2ctYLIalpSWk02mcP38elUplrCgg68Toqsqu68KyLGnXQHxinAKDYX14fQGFJ68g5MdTTQ74fOLm8Yn5dASRcBCNZhOrO80xPjE7eAnvr/4FGk4IT7QX8Y74SSBgoJzO4Ue6T+FkYwZ/4rwP6WwOF1eun0+8WBriE72fwN+Pfh4fbv4x/mL6l/DSIHNH8omJEKwoOZbLZak+C+xW+GYwGVNf6QOt1WpwHAf79u3D3NwcFhYWYNu29FVikbaZmRksLy8jk8nIgTH4rNVqodvtSuE5Bs5xnFarheXlZSwuLkrQNv3yRP5KpYJyuQwAYgZlsDdTUhkXQFMiNQpK5tSM2LmdQgrjmFhdlj2sqtUq3vSmNyESieDgwYNShC2dTiORSKBUKmEwGKBQKCCRSGBubg6WNer19L3vfU8KyE1NTUmGBhuHuq6LF198UWq5TE1NSY0YZpWwnUEmk5HU1kajMXYJMR14ampqrCM5C/qx/1SlUsGFCxfkQqSW8sgjj2A4HGJrawvlclnM4dy3YDCIbDaLw4cPo1gsYnV1FaZp4sSJE7BtGzs7O5I1w/gxmuRJHLoYHFOSSVw+vD6BwtXNEqp8q9XNAZ9P3DifyJlVHK48jkf6T4w2NQE8E17Gv7h4LxKJBB6YdvDB5qfRcm38yn+cR81IYHDCxo9Evgs4wHfrM/hfXrgLS/sHSL0CPrEzTOILs/8Vfmz7X+KDjT/Cn4V/Dut3IJ+YCMGKjHllZQXJZFJSJ1mM0rZtAOMpl8zKiEaj2L9/P97whjeINkOfeaVSQTKZxL59+xCPx/HCCy9gY2NDpPxkMomtrS3xWYfDYdx777246667RLp98cUXpVlkqVTC6uoqWq0Wjh07hn6/j1OnTuHFF1/EiRMnJMix2WyiXC6LJtRut6XyK323g8FAqvhubW1Jz6pEIoFqtTpW54NBiLw4SKDz8/O47777sH//foRCIXz/+9/HysqKtCaoVqtYXl7G4cOHceTIEQwGA6yurqJQKODIkSPSmJJaUyaTwcLCgqTXsgAcAwPZ2JLBlY7jSDVg9nBijRX2nGLQJAAhlGw2K9plpVLBd7/7XZw6dQof+chH8K53vUvSmGdmZmDbNr7yla/g9OnTY/VZms2maAy/+qu/KpWMz507hw9+8IPIZrN44YUX8M1vfhOnT5+WjBdewMCogjzPheb44XAolYl9uP1hL+HoeixSN9tS5cdc3Tj4fOLG+MRb4ut4aOXjMODi6eFRnOtNI9LbwY8lT+N/POSglDbwSPsb6FtJ/Kvqe/Hc+ldx5EgOX3QeQD91Apbbw788uYHk1NQN8YnVRhCfyfwKfrzwf+DDrX+DdfddKN1hfGIiBCuaJ4FRLRCW5SeQQbMU/mAwgGmaUlU3EolIETVKn8DIBMvgwUKhMGamZNYGfeXBYFCyQ9i/iem0zIorFAool8uwLAupVEpaAHQ6HSwvL0sQIgkyn89LkB1roLCXEzMwaL7k+1OpFKanp5HNZsc0GAYOWpYlFdGpsTiOg1arhfPnz6PZbI7V5GCNjlqtJhL5wsICUqkUhsMhSqWSNMO0bVvGY5Vi+v75rlarJZcVfeiMPWAjzGazKX5sahsAJK5AF3xjuwWOubi4KHvOS2x6elpqqlAbZQXfU6dO4YUXXsDMzAwefvhh2ct4PI6FhQVpKcHsHf6dZnddqA/AWGqvD7c3vFpC08sB33r1ysHnE6+cTxztfh8PrXwW+ejd+MTFfXi+EkKz2UK9Hsdzs8v4b+9+CUcbG6hbc/jG/v8O9WdXFJ9w8d3mPHq9HvrDzZvDJ2wb/5fzQfznxqfwa1Nfxf82eDsOWRt4sP//4bx1D86k776lfOKBdBP3X/g44D6G2sKDN51PTIRgRaRLpVKiGZimKUzYMAyp48HiXKytEY/HYRiGWEt0H6fZ2VkhRN0E0rZtxGIxab5J4uz1etjc3JR0SgZ427aNarUq5kJWYQUgkqxpmiKdE6lpTm40GpJiy0MCIMRL4mcNj0OHDiEQCAiRkzgsy8LS0hKmpqakHEK73Ua1WkWj0ZA2CzoleWtrS5AhHA6LRM5L5uLFi1L4jaZpy7Jw+PBhDAYDJBIJ2LYtBMssQXZfZ+Vi9uaiuR7Y7bVkGIbsKVsZUKNqt9sS7EnzOWMBeGbsOs6u8pFIBMFgEMlkEqVSCadPn0Y8Hsfhw4dFu6QPnIGjrH3DmAUAUsuE8x0Oh2Ji9+H2hkmOjfK6Gl8NQetOsJj5fOKV8YkD1W/jx3vfwpZ9BH8d+Wl88/yXxvjEn9UjeKr3NuxbnMfs8iFYxd6rwicabgof7/0EPmr9Nf7BzNdhGQM4TgBv6DyLr8Y+gDPzb7wlfOLNMy08WvsGUDAQzH8d9X0/h1Rq9qbyiYkQrCiRRqNR8c1GIhEpEua6LhKJBFKplNSfYPAZkZlIzrYGNOcBkGyIbreLUCgkAWk0H/MdhUIBa2trIoywOi27YVNSpz+bmsPs7Kw0wRwOhyI8sFI5/eK6pQID8ahltdttSa3N5XLShiAUCqFWq2F1dRWpVArLy8t4+OGHMTs7i2984xvSz1CB4wAAIABJREFUmHQ4HKJYLGIwGMia+v0+KpWKmC/ZTJLNNUulEvL5vGRNMOgcAJaWlsQ/zewWAGJeZRYhMwtjsRiy2axkBZIYAEhfKZ0GPDMzg2Bw1N2dMQqsbcILiAHxiUQC8/PzkqnIthJcc7PZxM7ODo4ePYp0Oo0nnnhCqifbto1cLic1ZFg3hkH3rusiFAqh3W5LsTnfanV7wyQLVQQ9x1fTinU7W8x8PvHy+cT9eB73vPAtXHCX8O+tD6PXc/fkE/lyHQhFMLTyrzKfAH6v9qN4X+T76JkRfKHzEH4h9jh+pPmX+OH2l/G5qZ/Cs8HpMT6RHJbxvgu/hZhTxcnpD+Lbg3uuySc65U38cuBTOPDcxxHAEI34QfyR8xN4r/M1HFv9JN4RfDvede8afii+DhcGvlI/gr9qPgjDMF8Rn5gIwYopq4zEByDl5nlg7FXE6rZsbGkYBvL5PICRRSaZTEomBOtNUKJtNpvSSNN1XekfRJ8s/+33+wiHwxKUx55UzKrjdyORiFQpX1tbEymdhKKFBHZBZ+YBxwN2s1aY9cJaJ7w86vU6zp49iyNHjiCVSuGee+7BwYMHcebMGbRaLcRiMfFnszIxrVT8l0hJgmo2m8jn86jX65iampK95n4DGMu20UGUlUoFL730klQIjkajOHLkCGZnZ7G8vCy1TNjPiib8YrGIQqGA+fl5LC4uSko0A1GpffBztitgnZZer4doNCqp0iy6V6lUpEI8tZNer4dUKoXBYCCXqBbw+v0+BoMB5ubmMD09jVarJfvhl1u4feF2EKr2gmsJPK/E4nSttju3WwNpn0+8PD7xQ7E17Pvu72LDOox/b/+nCMen4Ewgn9iopfCvy2+Wtf/u9pvw9ugU3plcxQdan8Qw9rMYXEoUCLe28Cvhz8AeONixFvGm/J+ggHfhe4ETY3xiKTbAsUQLVriNgGni/vozyDglnAy9EVYyh63l92H9iafxid4j+KVkD28f/C2QAL5WXkQ06ODHkqfR77bwB6sHXhGfmAjBKhQKIZvNIhwOIxwOi+mz0WggEokglUphfn4euVxOyvgz0E9LkWSYkUhEpG1mc1iWhampKQAjabpareKll16SLt/hcBjD4RAHDhyQomIMnnvuueewsrKCzc1NAKP+eJubmxgMBpIqe+zYMakBQuZ95MgRabPAom/FYlHij4ARUhKZ6/U68vm8aEJcs23b2NzcxMLCgqSNOs5uH6lQKCT1WwKBgJTxNwwDd911lxA9NaJz586hXq+j3+9jenoauVwO4XBY9oqB7zSLskeS4zjY3t7GuXPnsLq6KhkVuVwOBw8eRCqVwuHDh6UIneuOOoXff//96PV6eOKJJ/Dtb38bgUAAH/rQh+Sc2PB0e3sbzz//vJial5aWpJM5U26Z2kxTPuMRVlZW8Pjjj4+1qaC5tt1ui9ZBga/VauE3fuM3cPToUaysrOCZZ5651Psqi42NjVeZAny4GXC7ClWEvYSn6230/HLXvte43ndPGvh84vr5xNvSm9j33U9isPRmfGn4EzB6w9uKT/zPf5vHbNTGp/4u8MH2n2AQ+zAaiTR+pvtZBIc9fKz4bmz0EvhIooG/E/saouEYLmTfiYRbx9HmE7in8jVYvS5waQsHCOIPu+/F4xcsVKtVWNanhU/8fv0NOBbKoNIe4jvbQbjuEB9ddvGBhVEjb+NH/zmOHjv2svjERAhWDGpm3YhyuSySYS6XkwOn3zSbzUq/IWZAeKVHSvGU9tmtmhIt62x0Oh0Ui0U4zqi9ALWRbrcrJQs2NzfH/PnT09MAIO1eDMNAMpkcC660LAvLy8sIhUKSdcLu4CxDQB9ts9kU/zkzKighp9NpGIaBw4cPS9PMixcvwnEcrK6uSokEBkqy3gmbjLK7eywWk27fzALkfrKDOLWwwWAg7QvoV2caLRtZkihbrRb6/T4KhQI2NzcxPz+P1dVVrK6uYmtrC5FIBAsLC+j3+0ilUpKps7a2hmw2i2g0KkXkNjY2xMrV6/Vwzz33jDV57vV6UomXBdpY16RUKkmsA33rg8FAOtfrQEhqbPfeey+y2Sw2Nzcl6P7+++9HLBa7xRjvw82G212o0nA91qvXY62tSMDBz6S+i89ZD1+RT8w767j/zP8DOH08HG6iHxjdsYZhYMWexheH98HFbsXsSeETC/0LmCk8ha8lHsP2DfKJ9y3V8dadz6OSPo6n9/8aLjz+H29LPnFhp4p/tv4W/MPFb+Hv9f4deqaNoOHgY5V341QpiG63gn+2dRS/fSKOd7U+i9PpMJaL30C0m0fenMWnnXeg2RvFRFUdCxe3ayiVdvbkE9/vzV5aaxtAAL//4iIazSb+syN11CufQLv589i05q+bT0yEYEUkY80K27aRz+elOBvrdLRaLSkaBkCYa7fbHXP5ABCLDqunMriQJlAyZcdxpEs2AHFROY4jWW7ValV8uGwhYFmW9FQyTRM7OzvCvOl/XlhYkLGCweCYuZiE2263xfrCgOuNjQ3JbGHg38GDB2FZFsrlMr75zW+i0WhgfX1dOnWzfhV92QwyZC0XCnWDwUBMvTQ983uBQEAIhgREczUD5EOhEA4dOgRg1Hz0hRdekE7qFy9eRCKRwMWLF7G2tibBo6wNkk6nsby8jGAwiGq1KoQKQLQ69obiHNjNnWspFAqSMcNg1nw+L8KYZVloNBqSHcT94OXEc+OZ8aJkvMPRo0fHMo1eS7ieeJgrMdVJtjwANzfW504ULK61pptda8v73knEn6lhCW/E0zgeOY1nI0fxafsBrOfLwieORqt4x9q/gWOG0QqkEHMHcODAHboIYID3BM/Btsr4q95jMuYk8ImHp+p4W/4PEHT7uMs4iVOxN+DL+x/GACEMELgmn0jaJgyM2vb85KEuPmT+B6wFDuBPm+9B5euP39Z8Yq3cxe8n3otfSD+FqOng69Z7cLZeQqtVFT7xmfBP4edCf4OjG59CPxDFlw/8D/jK8+Ub5BNh/IsfTKHeN/FLD21h5m9/EwsLv4h4fAbxeBwPHshclU9MhGDFKPtEIoFwOIxUKiVS8MLCApLJpGwM/cqdTkckamDkI04kEgAgB01Bi4Sh+/uQgFgcjlkO1AroJ6fpGBj5jRuNhgTh0fwcDodRLBZlLey0fvHiRXE7EWGYassCZEzVZXVaBjeyyCYFy3g8jmq1itXVVZw/fx7FYlFM2TTxMksC2BU6K5WKzFVnbNCNyL9ZliWtCCgIOo4jrRBKpRLa7bZoR+y9tb29LRagcrmM73//+yiVSqjVaoKsDExPJpO46667pA4IABEwabqnG5CZO6yHBUAak1KIptZGYuH+s3UPxyfBcl3M1Dl58iRmZmakI/zS0hJyudytQvOXBW55RJpXE0CuxlQnOUhZVzkHboyJ34lC1fXCrVz7JOJPBxY+2XknTtireCOexiPJH+AL9qP4Yv0YHpl18IHG/4t2MIVPJz+C9eoArbbmEy18eOp5/N2pMzAMA1/Gj04EnzgeLeJd20+i4CTwhfoxPBpdx8Puk3gYT6JvWPh25kOoBLIYVYYIwzQMGIaBTreHLzWi+NnEE3h7809R7MzidPRR/JD5ZawY+/D7hbfg9Pnv3BF8ou5G8W/xfoSDYdSrl/OJVs/BV+d/EQ9FDmAz+SBWO0m02xs3gU/E8McrMTQe/Dv4mfBn8cjGH6MQeh9mFmfwzhf/CYDUFXF1IgSrwWCAYrGI8+fPi5Vifn4eR48exeLiIvL5PM6cOSNF2Pbv34+FhQXRFmKxGKanp8FCZZ1OB1NTU1L1labbgwcPolQqYWNjQ5pcOo6DaDSKffv2IZvNStNOXWSNVXGbzab4zI8cOYJHH30UDz30EOLxOE6ePCltBRYWFhAMBvHtb38bzz77rARNptNpvPvd78bS0hKmp6eRTCYRiUSwsrIiwlQgEMDy8rJoAJZlYXZ2Vsr2P/PMM3j++efhOA7m5+dFKGFQoS4YxxRc1m6hufeBBx7Azs6OEMDs7Kw0G11fX5dqxOzFxArumUwGS0tLuOeee5BIJOS8Tpw4gX379iESieCzn/2srOGuu+5CLpfD1tYW+v0+bNvGsWPHEIlE8PTTTyOfz6NWqyEcDsM0TczPz+P8+fPY3t6WeKqLFy9K08xutytNRuk2DofDOHHihFgzSWydTkcIkEGmkUhETNqdTgfVahXpdFoC4hm3Qc1wUsAbZHy9DHUSrQ97zf161nMrrDM+XB30flPQfy0h34/hK9tT+IuqiTemEnjP9BZ+PPYkDiwMcXf3WTTNBP7P5vvwvadP7skn/rr5AOKJON4Z/h569R7+9dljSE9lXjM+8eZcFx/ofBGbXRs//6UoTq9/DwDwofvSeNdDh/CW5AYeK/7bK+7HT94VRszo4qRzFMdxHj9c/xyqmQfwrdQvYvP0V19XfOL8ykvIxx9E1Iyi223eVD5RqjXxhX0/jx+vfRI/1vk8+oEIhghflU+89tQCyKLoBqKpkYW6GKhHnzqLPzIgOZfLwbIsbG1tif80m82iUqlIaXzWM2Ll2mKxKCZkmkObzaZYhyzLwurqKorFovhjAQjjpVmYGSrsjk2EtW17rBIwa33UajVcuHAB6+vrItGfPn1aitXRz63HYwXeeDyO6elpyU6gpB8Oh8VlaJqm1I+idkLTLjWxeDyOwWAgVYUBiD+fPnyW9We2ynA4FI2FBfKKxaI0YF5YWBDthHVamNnCYM7p6emx2i7b29tinma8E1sWsNZVtVoV7RCApE9zbD4biUTEZcgGpXyGVYmj0Sg6nY6kTyeTSSnJQE0ln89PdLmFVyJcTIr14UabGfvw+gbNJ75QBL6ysoB//GAAb00+hUpoFn/ofABntwpX5RPfCd2NYcXBuxM/gDPr4PHE+1GuVG8pn7ArZ3DP+e8iErbQHqYx23sJYbeNQ52TaISm8TtrJ1DuPSN84kurCdQWFvG12gHcHa0iEY/BCoexvraGziVmfjA5xM9mn8UXOg/hW6G34qmYgaW4g9R9P4JIseLziZvMJyKJKTyR/TW85aV/hWR7DV9f+nU4zu9eEVcnQrCiH5S+Xv7Mg6ELkBlhiURCmg3rQEJ+lwdIM6XjjPopZbNZca/R782KsPQPHz9+HIcOHZLaJo1GA4FAAKlUSgId+/0+zpw5g3PnzmF6ehqHDh2SbAkGPNq2jXQ6jVQqhUajgWAwiOXlZdi2jWKxKB3OWcCOCMleRMxQIWHk83l0Oh1Eo1HMzMygXq9Ldgw1DF0/hf+bpikZKBTe2P8qHA5LI89yeeSTDofDWFpaGiNGXiasRstidpVKRWITEokEotEo0uk0+v0+2u22aA35fF7KJtA6FAqFsLa2hlqthlwuhwcffBCpVAqRSATpdBq5XE6yYFqtlpij5+fnLwugpN+fPvJmsynmfVbSZXwbzdvUUvhdaqDs23WnwatdKwnwrUw+3Fzw8onGYID/6WQO9x58AHP7j2Arv3NdfOIvqsdRQRUfyq1gIfIkPhX44VvGJ4LbT+Oj1mcQyhuAGcR7hm0MYaJtRLEdXMI3Zj+CwM55pFKrl/GJrWIJL5yrIBCoX+ITNobD0X32kpXEk9vHADOIRKKH7U4crVAG+3bKPp+4RXzCCNn48vR/AbgOiqXqVfnExAhWvV5P0jbpB61UKlhfXxcTJX3clUplzIfNyrMsRhYKhTA1NSUmV/rFGbRs27aYRA8dOiSZJZVKBd1uF+FwGNlsFktLS5J6mslkxrI5qtUqisUinnrqKTQaDenFx1ooPJhsNiuIt7i4iGQyiUKhIF3OM5kMjh8/LlmDgf+/vTcPsuw678N+575937d+3TM9GzgASJAAAW6wSMqyJZGhTMm2Fv9hKYnKTCVSKVVxVJHsP6yqlKvsVJQ4kVNKqJglUa6IVslSxNhyooXWQkIECVAkARAzmMGsvb5967ffd/PH69/X5130LAAb068x51fV1d3v3eXcc853v/37PB4xKzOejN3KPR6P9GOKRqPSh4/WLTZSZlyAx+ORbBS+IFifhJI9n6dSqUApJam7pVJJBFO2auA5FD74smIwpcfjkZil8XiMer0ucWMkukKhgFQqJRWGJ5OJmOKVUsjn81JBudvtSjAk1+/RRx8FAHlWBiLyxUhtirFU4XAY0WhUmoCyIB7jt9gigcVI2WTV4K3BXfjSwOCocCc+sdnoY+zZehN8oo3f7J9BLBbD9+N5IKzwe6W/BnvQwt93fgflyzt4MfBhvBYs3ZVPXBx/G0/e+ENEcn8bzvnTCM+6SCbm2Xk9hJF1avg7p26jPbbw39/+IFbOPY4fS76MV3EOLw/msZyR7vS74hO24RNLySeWRrAC5u4zTiTBjAv2uZvNZrh9+zZisRjS6TQmk4mkubbbbalrwgq95XJZmmfu7u7KhMTjcRSLRTz55JNot9vY2NjAxsaGSNjxeBzBYBArKyuo1WoicXPzr62tod/vSwPNc+fOSSfz0WiEwWCAyWSy0AU9m83C4/FIkTgG15VKJaysrEgc0WAwwHA4xGQyWQiSZKG7YrEIpZRI27Rwkehns5mYabnJGYQIQLIgKPyx7gg1CWpNTPmtVueWDvrmu92u+NeZycf+WtnsvEpuq9USs6oedM5GnPwhkTE+4dSpU0ilUuh0OlJHhYHs4XAYSikpPseU3nA4LFoWNSymEtOdzPlgECeDKK9cuSLZOQBk3d6JOMxq9WYsWfdbxNLA4O3AUfOJ36pcQOHdeby3+yX4IjPEsIm8vY1N31l8aPAf0Qg9hn8dX0exWMLffDSJUXeG55MXcHtjE++efQcfqbwAwMIPjn4Nfz3gR8TpAfthN0MrDAsOOgji5185j+1+H7NYC3957kfnQdN21/CJdzCfWArBKhAI4OzZs7h16xYCgQAASDNHlpKnBYnuMUrprOvU6XTETNzpdBAKhXD69GmEw2E0m01cvXoVe3t7EsO0srKC06dPIx6PS8uXRCKBbreLfr+PW7duwePxYDQa4fr16wAg2gIDnVkMjXFQhUIBiURCiJdxYnqPKG6Q97znPej1eohGo5K1wGaWtH6xkJ3eAJIvF7ZSGA6H6HQ62NnZESGP3c+ZjUKzL02iHLPf71+oTbK5uSlBm08++aTUiiHBfOQjH0GhUMD29jYuXbqEr371q2K+plk2nU5LAbVIJCKd5Bk3x/pjKysrkk2TTqfFZ18ul7G7u4tvfetb6Ha7khJME/VXvvIVIVK/349Tp06hWCwCmPv/+/0+isUicrmcEBizL5mVWSqVsLa2hi9/+cu4du2a7EGv1yuE/07F3YLHKTTd6f87nW9g8CDwdvCJ/yP0DP7+yofx4b2/xNSx8C+2nsRfVKL4ubNjfDLxHfgDfgSTM/y1zX8FAHhv8nFUI2E8PX0Bt6xT+LP438Hf6v4mfLMB/s/qk7ChEAkF8anItwHLi/99+AnMYm1kw4ZPPEx8YikEK2YCMliOWRj8jhH6udy8hsRoNJLFZ8A6NxAAaYcSiUQQiUTQarXQbDalKm08HhczKbPvmO4fi8Vk4vQKuazcyw3KeC5uAqbR2rYtVi+aHdnnCID4jfXWANw4LMmQz+fFZEtCchxHmkHa9rytAiV0Svp6IGA0GkUymUQwGJQNoJt1lVIy5wDEtE6N5vbt21I3q1qtwuPxoN1uIxwOL3R6B+aBmt1uVwIcaXLld/ybz6BXTecxJACmBLOODO9D8/bu7q7sm3A4jPF4jGq1Ku0T6vW6VGunL53mcZ/Ph3A4LPVq/H7/QrkOr9crAZ4PIx7WwpMGJwNvD59o4ncj78HXIxdRafXw4sYmtrdv4Zcnq/C9x4+/Efom0AduxZ9GDWm8r/NHOAMHVz3n8O/DP4bJ1IvP+f9zjAc9vNK+NbfyjDz4aqcAj9eP7nBs+MRDyCeWQrACIA+gEwonKhaLoVgsolgsIhaLSeBZp9PB9vY2lFJIpVIoFosIBAILZkG947YeI8VaUqwbxYBydkoHIE17aY6kRNtsNiWjYTKZYDgcYmNjQ6Rs+nVpxiXBBINB2SxszEnzLa9FYmD1X/qoHcdZIDzGi7GmF8+j6Tcej4sW4vf7JfONAiHrY7HFCwnW45l3HmfzZhLiYDDA1atXUa/XhZAZF+Dz+dDv96U/F9eQhe1ms5ncn5/Tx811chwHvV5PqtnqMXEEg/y58Zl12W63pRo7+4CxojB7ddHUy7omLMDKPcAmp9wvDyuMMGWwzHi7+EQ1mEAXjvCJmQN8ofsBBBJ5xINePJ/6YTTbXfzb8Xm0Wi0kkil4JvNi1XM+MXsDn9hrdg2feEj5xFIIVuPxGFtbW7Lw7Lrt8/mkxD0rxgaDQezu7mJvb08C2UhMp0+fRigUQr1ex61btxZSNlmgjSZVFoKjr7rVaklJBxIvFySfzyOXy0n1252dHTE/cvy3bt2SlNzRaLTgl9ZNqsCB7zoej0s2xnQ6FaLY3t6WxqDcXEopmZ9wOCwdxUmw1EJY5kEfSzQaFS2Oz824gxs3bqBaraLf7yMYDIoET+GSczGZTHDlyhX4fD4RUNPptKQcs5M5u5Yz6J+1uZiRwgBKpr2yYz2fm7W9qNXofmxqWBwTwRcFs0MImo3ZpqHf72N3dxe5XA6JRALhcFhewNTy+NwGBgbLhQfNJ7w+P/7U+73IJDIYDeZ8otlqY2dnF41my/AJwyfuiKUQrEajEb7zne+Iey4SiUhW32AwQDQaRSKRQDAYRKfTwbe//W1MJhOJ5n/ssceQy+WQz+fFTMcN7ff74TiONFzkpgAgJftpJmUNI2o/iUQCiUQC2WxWJFuex95INAk2Gg10u13JqKBJkX5v1jeRuhj7UrBlWWIBY+YDCYhaAJ8DgKSMct7a7baYiLlBw+EwHMeROh35fF4aaDK4r1gsip+c1YcZQ0bTKoVOjoHXi8ViSKVSCIVC0saBmzUQCEhFfBIxXz669J9Op9FoNCSjhJZDalQMZuQ1WHOFQYnUbpRSOH36NMbjsdRCqdfroq0wIJHNTTlHLGfBdeVLh+ZrAwOD5YLhE4ZPnBQ+sRSClcfjQa1Wk0XnhmDWAtNrvV4vut0utre3xb+az+dx9uxZCVbc3t5Go9GQ7+nTzmazKJfLmEwm6HQ60lAznU7LZGcyGWkqmUgkkE6nEY/HsbOzg1u3bqHVakmxMj1jAoAEEVJr8vvnPQHZBHg8HqPT6WB1dVVeDEw/5WalD1zXoKiF0N9LqZmbQ48bYP0WZjm2Wi28613vAgDcunULt2/fxmQywSc+8Qn4fD6srKzA7/eLrz6bzSIcDmN3dxdf/OIXUavVYFmWpOwyU+P06dNYXV1FKBTC9evXsbe3J3PCv6ktMIOl2+0KIfCHdVAGgwF8Ph/y+bxoVvV6Hc1mUzJEqBX2ej0pysoYhB/4gR9Au93GzZs38Y1vfAN//Md/jFarJc1KvV6vlLDw+Xy4fv26vIRTqZTUx9FrnRgYGCwXDJ8wfOKk8ImlEKyUUkgmkxKox2JfAKT0ATP9AEg6KiuXs2J7s9nEzs4O2u22ZFjoGRJ+vx/dblfK4QeDQZTLZWn0m8lkhMC4uOPxWJo37u3tYW9vTxZRJ25Ky7FYDJlMRqrVjsdj9Ho9NBoNkaopUVML0nszMRiPpR1YdJQVblnsznEc6Y/Ia2WzWUSjUdTrdYzHY0nD3djYkLkMBoMynlgshmg0ikKhIGZh+sHZPoAaEZtxMnCSfnOaqbmOg8FAxsm0XW7yvb098b3n83kkk0mR/mk2ZtwD78kUamos6XRa/OY0BTODhaZsdnrXG5fqf/N/dmLni4ZFWo1gZWCwfDB8wvCJk8In7ilYKaU+B+BTACqO47x7/7M0gH8DYB3ADQA/5jhOU82juf4XAJ8E0AfwnzqO8437uAdKpRKSyaQU++KmoMQdjUYRi8UwGAxEOwkEAlIynxuYG5ebD4CYYofDIW7fvo1Lly6h2WxibW1NegN5vV4pvUCJFYCYQYGD5s7cIPS3ApDCoyzXn0gkpE9Vs9mUSrQ8l/5lVn/lwjEzgYtGMyefmQF2vV4PlmUJYc1mM8lypB+Zc8IAQ5aKYEoviZC1uUgcjuNIE8zt7W1JV2btEo5NjwtgcCV98NREGERJzYFaGQME2STVsixJ1wUgJli2VmC/wHQ6jXw+L7EQgUAAly5dEq0wEongzJkzaLVaohWxRRCJkyb6brcrc876N9Qej5smDAxOEgyfMHzC8IkD3I/F6tcB/EsAn9c++wUAf+I4zj9TSv3C/v//HYBPALiw//NBAL+6//uusCwL5XJZsgjoj6UZlamTlHopKQMH1Xjz+bzUB7l9+zY2Nzdl41FCnUwmqNfraLfb8Pv9SKfTksHBheeG0IPc2L/Qtm2RxgGI9GpZlkjuAIRQ+TlbHOjtakiQlIZ1yZtduPUgTW5OgscwXZaZGazdsbe3J/5qmjlZ6j8YDEqVeI9nXnWXz0NCO3fuHCaTicyNTsT9fh+1Wk1ShvnS2NubN79MpVISQ9Dv96VeycrKipipZ7OZ9GKy7XmT1CtXrsC2beRyOcTjcayuri5UEObLIBQKSSzAYDDAN7/5TYlP8Pl8CxoOKzXrqbOj0QidTkdaKXCtuMZcv+OkCQODE4Zfh+EThk8YPgHgPgQrx3H+XCm17vr40wA+vv/3bwD4U8wJ5tMAPu/MbapfVUollVIlx3G273WfXq+Hzc1NCRSkhOzxzEv30/fKDAc+IAMOn3jiCXzv934vWq0Wfvd3fxfPPfecFPiyLAupVEoKrT399NNSWf21115bqDrLbAJuXPYJohScSCSglJIefnofJfqM+/2+9EGi9gJAzKf00TLYkGmt9KcHg0G02200m000m00JnhsMBpLpwkKmugn75s2bIl2z7P+FCxeESGnCpKmaWk8sFoPf78fu7i7a7bYEcLI6by6XQyAQkMBfdSu7AAAgAElEQVRNpgSzBhgwD7YksbISb6fTQavVQiwWw+rqKsrlMmzbxsbGBp5//nkkEgmsr68jnU7j9u3bcmw+n8cjjzyCaDSKfr+PZDKJfr+PK1euoFKpSLAoAxmvXbsmvvFIJCIVhxmv0Gw2sb6+LgXhIpEItre38aUvfUkaW5NwC4XCPV2BD4omDAxOCgyfMHzC8IkDvNUYqwKJwHGcbaVUfv/zMoDb2nEb+5/dlWBYwI0bltkGRCgUQiaTkXobr7/+OgCI5MjNoDfVZZNGy7Ikq4B+aG7q3d1dqW3C+hl6U0YSgG3bCAQCKBQKWFlZkVL8NDuHw2ExTXc6HTHX0lRIM6fuA6bGQ4KKx+NIpVILKaI0eTJwkYRZqVRQr9fR7Xbl5REKhbCxsSGFzGj+5HMAkIaXsVhMxpNIJBCJRKS+SL/fl5RTNr8mwTAwkETPteMzer1eMdVbliWaFEtZbGxsCMFsbGxgPB5LvASDJLlujCeg9thoNNBoNMS/3mw2kUgkMJvNREtj7RU2TA2FQlLThZoIXx58WbCWCWullMtl0XLfJI6UJgwM3gEwfMLwCVk7PuPDwCeOOnj9MKejc+iBSn0GwGeA+eJyYRi0pwemJZNJrK6uYm1tDbZtY3t7W0yyNBl2u11sbW1hNpvB7/fjAx/4AMrlMgBIv6Br166hXq/LRu31elhbW0M8HofP50MwGFxoFEnzKDc8a2wAEGmYBEM/dbPZRKPRAACUy2UxvbJ/YT6fF22HvuZ+vy/Xi0aj0uYAgBADzbjAXOrv9/vY2tqSzBRK7bPZTOIBqFExOHF3dxf1eh2lUkn85sBcQ6rVahiNRtIRvtvtYjgcLvTe0rNX+DmzUhg3sLa2JpWRgTkh1et19Pt9VKtV2LaNSqWCWq0Gx3EQiUTErMqNPp1OUavVUKvV0Gq1xM/NoEqdYLluDDilluX3+5FKpSRlmnsLmGu9/X4fkUgE8XgcsVhMsk4YH3CEeEs04YumjnIMBgbLBMMnDJ94R/OJt8pBdmm6VUqVAFT2P98AsKYdtwpg67ALOI7zWQCfBYBwOOz0ej0kEgl4PPNKuqycCszrYeRyOaytrcHj8eCll16SlFtWY61UKrh8+bLUBHn22WdRKBTQaDRw7do19Ho9bGxs4Pr165IOSn83pVjdP83MEmotrLnR6/VEy+BYqf1Qi4hEIrLRvV4ver0e2u32vCP6xYuIRqNSlJStdOifprZBog0Gg+If5+K2Wi1cu3ZNarkAkGJzHBcw36zMMmm1Wmg0GtLpm2Z0Zq7ovabo8y8Wi1KzhH5wXYPiPAWDQSG0M2fOSDrtYDCQrukMCqTGNhgMUKlUROpnFgvbCwUCAdRqNfR6PdEm9JTjfD6PWCyGbreLWCwmx7HzPAM5k8kkwuEwMpmMZNcw6yOZTCKbzYpZl6ZzPSvk2Ggit3YoozEwOEEwfMLwCZmnh4lPvFXB6osAfgrAP9v//fva5z+rlPoC5sGI7fvxm7O8PheMPnHWodClfp/Ph4sXL6LVaqFarUogI2t10BT6zDPPIBAISIAjfdvAPLhxbW1NulozVZOBeoFAAKlUCoFAQCrX0uzZarWEYPTibdPpvAN5NptFJBKRtFvbtqVHEetsUMvhxptMJqKRhEIh2Pa8+BmbPdO0mkwmkUwmUa/XRWKm+ZWZDfRbUztj7Y/hcAi/3y81SBgYyI3PlGNqL6lUChcvXhRtsNlsYjQaScwCgIVx5nI5pFIpqajLtgskOLYKIkHY9rxYXLVaheM4CIfD0s9Lr9fCuAOagTOZDE6dOoVyuSzEHYvFsLOzI89AIqRJnf7xwWAg+2QymSAejyMej4vvvNPp4MUXX5QgzeOkCQODdwAMnzB84qHkE/dTbuG3MA9AzCqlNgD8k31C+W2l1E8DuAXgR/cP/wPMU2ivYp5G+5/d6/rAXApdX19HoVDAuXPnEAqFUK1WxbddLBbh9Xqxvb0Nn8+Hxx57DLVaTcyW29vbuH37tmzetbU1PP3007h+/TpeeuklXL16FdPpFO9617vwsY99DI8++ijOnDkDr9eLS5cuSTDd5uYmNjc3AUBScb3eeUdubjoG9t28eRPVahVerxfhcBj5fF78347jSDZENBqV72zblrogJOxIJCJmyXa7DZ/PtyCtUzput9vodrsyZ9FoFK1WS4Ijx+OxBFeSUEgkfIZz587hySeflPFvbm6i2+1id3dX2jgopUCtsFgsysskm83i1KlTYjrudDqoVCrIZDI4c+YM0um0mLn5cmLWRDKZxHA4xKVLl7C9vY3JZIJ0Oi3aSLVaFbM0NanZbIZIJCLBgtTObNvG7u6u9AVbXV2VaspMn00mk2g0Grh9+zauXLmCSCQigZZcW8ZhMLuI+5Ca2nHThIHBSYLhE4ZPGD5xgPvJCvx7d/jq+w451gHwM/e6phtqv4N2PB6X4ENKrf1+f6FIGlNcWVeCPlRqL0zxrFarUueEPt9MJoP19XWpauv3+3H+/HnZyMzwoLl3MpkgEAigVCpJ9gBrawQCAfT7fcmuYG0Pn8+HarWKzc1NZDIZZDIZ5PN5yUygqZPF1/b29uDxeESbGo1G2N3dFX8/TbGWZUnhtCtXrqBWq4lPnE0oaYqlL5qppGzwGQgEkM/nRepmQ0q2g9BTTRuNhpilqSmyuSnXjATMcxjz4PV6JYWXBfkajYZUyPX5fAsVbJmazAq/+3sJnU5Hrs8Yhmq1KuZopZSYlguFAizLQj6fl7ltNBrY2dmBz+eTgn5MqU2n0zh37pwQIAND+XI8bpowMDhJMHzC8AnDJw6wFJXXAUg6KBeP/7N3DzCfxEAgID5fZmAEAgHEYjEJ8vN4PKhWq5I+q5SS3kc0l7KhIzeAbdvit9bNpaFQSDYkiSkYDCKZTEptFJbX39vbw2w2Q7VaRbfbRSaTQTKZRC6XE9Mlq/S2Wi3U63XU63UkEgk5X6+hwmJyTKvt9XrY3t7GxsaGEApbF7C/En3MzGrh+Glq9fl8aLfbUhl4Op13gI/FYgvHsCt8tVqVQE8WX+PLg8XZmBXDazOtlybsK1euSE0WxhWQWIPBINLpNIrFIh555BH4/X6JNeh0OmJ2ZqBgq9VCq9XCxsYGkskk1tfXAcyzc7iWjKvodruo1+uioTE1m1V7z549K9pQvV6XvXQvwcrAwOB4YPiE4RMngU8shWDF+h8MtqNvlRO3vb2NwWAgZkCmSNLkyGaKbEw5Go3Q7/eRyWTEBEjCazabC7VNyuUylFKo1WpvWOx0Oi1aC9NT6WsuFApSybbdbosUT18vMzoo6bOWCTNKgIO+UcD8ZcBxA5BibWwGurW1JRV4SdwE/fvT6VQkdL0rN4MbY7EYxuMxdnZ2cO3aNSEGvdN5OBxGKBQS8+pkMkGrNe/kns1mpcotNTCPx7NQWZj1Svhck8kEjUZDXjLMBGHXeZrAz507h4sXL2I8HmNjY0M0B3aw51yFQiE4joPZbCYZIB6PR5qbqv2WBz6fTyrx6gXzOPd6kbxWqyUBkUwBNjAwWC4YPmH4xEnhE0shWLGv0Ouvv452uy2tB1iDg8GClIQjkYg0eSyXy9jensc9svZEp9ORWiM81uPxYGtrC71eTxpkAhDJfWdnR2qkcAOtr6/jwoULyGazUnCN16PUy+JmurTs8/lgWZb40Flun6ZaYO6nTSQSEjTH76j9kKDpj75x48YbWhOQuOlbZlaKx+NBqVTC+fPnpYbHdDqVFNR6vY6bN29iZ2dHqtoGAgGZW4/Hg0gkgmw2i3q9jk6nI0GMzLxgcCbbJjDFFTgIcGSBPMdxEAwGkcvlxGe+ubkJr9eLQqGA8+fP4/z580in06hUKuh2u9jZ2VloacA5I5iFs7OzI378ZrMJj8cjfaDW1tZEU7IsS0zD3G/Udqn9jUYj5PP5oy63YGBgcAQwfMLwiZPCJ5aCgwSDQbz//e8HACGSer2OarWKjY0NMVWyGSQf8tSpUyiVSshkMlJRFYD4ikejkWRv2LaNr3zlK9ja2pImmKwFAsw3Ps2q2WwWjz76KJ555hmcPXsWHs+8DxUJw+/34+rVq6hUKtKkkYXWEokEAIh02+l0JHOlVCpJu4VutyuSfz6fF99yr9cTnzEDIR3HEdMyffr0W9Nnbdu2aEQXL17EU089hfX1dZH4mdZKEyl9+dSSEokE4vE4QqGQaCcrKysIBAJIp9NoNBoYjUby0qlUKnLPV155BbVaTdKcmc7LoE6lFAqFAr7ne74H6+vraLfbkrpaLBZx/vx5xONxNJtNXL58Gc899xxee+01PPbYYxLHwJgAAFLgrdvtolqtSkAkv6P2curUKZw5cwZ+vx/tdlvSiIPBIFKpFNLpNFKpFGKxmDQkPXfu3FstEGpgYPA2wvAJwydOCp9YCsGKZsnHHnsMnU4HW1tbuHbtGm7evInBYCB1OaLRqFTIpaTOppK7u7twHEekeqblKqWkyWOtVpN6FgyE0wMdqU3QtOr3+2FZlmww3m88HqPZbEpqLP3O1CZYa4QF4Xw+H5RSmEwmqFarqFar2N7eliJ0gUBATKb0STP7wuv1YjQaLdQFodk4EolIp3HbtqWaLTuKW5YlGSP0y/NlUS6XMZvNhBAYcDkajdBsNmHbNmKxmATwjUYjXL9+Xcbg9XqRzWaRSqWEwBjgR789C7uVy2WcOnUK2WwWgUAAHo8HhUJBglFpPt/b25OeW3p6MZt3cn38fj8cx8F0OpW4inQ6jVgshtFoJC8TVkJmKwb2vmJ8QyQSwerqKs6ePYt8Po9+vy9aq4GBwXLB8AnDJ4CTwSeWQrCi6ZA1SILBIPb29nDz5k2kUimsrKygVCpJ0F2z2cRwOJS01mg0KmbedDot9TcASHNLVlD1++dNNZlVwgJvwEEQHTcaNY+bN29KsKMe2BgIBKT2BjNS9I1OAqOv37ZtXLp0Ca+//jrq9brU96DWNJlMJCYgEokgEomg0+mI+ZHl//l3oVCQjToejyXzgUXUGMjIFNzZbIZ4PI5SqSTP7PP50Gw2AczTb2u1GoB5O4JcLrcQtLm5uSlF4crlMs6ePYt0Oi0NOVk8jfED1JJOnz4thdcqlYqYy1k9dzAYSM8sj8cjdVh4X2abxGIxJBIJeWHwuejDBw7aQtCnD8yL4sXjcen8Ti3s+vXrUgU4HA5Lmi5N5wYGBssDwycMnzgpfGIpBCtgTjSUlKPRKNbW1tDpdJBMJpHP55HJZKR2B9Megbl5mLUoAIiZ03EceL1e0WBs28YjjzwCr9crheRCoZBkS9BszGqzw+FQSuy//PLLmEwmiEajSKfTQnAs0z+bzdBsNuHz+VAoFFAqlRCNRqU0PzWd8XiMK1eu4NVXXxW/czQaFcmdQZfPPvsswuEwGo2GHEuiYIZFJpNBqVRa2GhMNW21WrBtWz6nlsGxZjIZ2VBsA8B0V7YkYD2QyWQi1XTZOJNm35WVFcTjcalgOx6PJXWWhd8Yi9Dr9XD16lXpQ8XeS2xVAEBeOMViEZPJRLRDanu5XA6lUkmeMRqNotlsSnE/Vg/mOaytQh884w5IqDdv3pTAS8ZnMFPEwMBg+WD4hOETJ4FPLIVgNR6PpUhZtVpFIpHAM888gw996EP4yle+gldeeQXf/OY3AcwlTGZxsPjZc889h+FwCK/Xu2C6y2Qy0reJ6ay8xmQykQBG+mVt28bp06fh8cw7eXu9XrTbbQlWZN2P6XSKlZUV2LaNnZ0dtFotKYLGJpHD4RCXL18GADFNc9OyNgqrBVPq9vv9KJVKKBQKqNfrIq2fOnUKANBoNCRYkGZJmmhJIAzqtG0byWQSFy9eBACpHdJqtcSHH4/H5UUFHBSMY1BmtVpFo9EQAmLmy4ULF3DmzBmkUikJciTRM02WXdWZeswWATzuve99L4LBoMwLxxGNRvH444+jXC7j+eefFw0QgGx+3QycSqVkftjEUw8SZQZOrVbD6uqqdDQPh8NSGPCv/uqvZF8wtdbAwGC5YPiE4RMnhU8shWA1HA5x7do1FAoFDIdDRCIR6UA+Ho+xvb2Nb3/72wCAtbU1PPPMM7h48SImkwm++tWvYnd3F5FIBJlMRky8a2tryOfzsoCU2BkkRx83gwd1qVn/sSxLJlk3I7IoHc2FvV4PXq8XjUYDu7u7sO15d26/3y9aEwCkUinRGCh1l8tlNBoN1Ot1tFotvPjii6jValKsjRVih8PhQrNNBv4B815MrEg7Ho9l0elHZnoxsySUUgsdziml0zdtWZY062T2QyaTQS6XQy6Xk07frIg7mUwQDAalcrDewgGAXIP1ZRjEyVRjvbs4zcocq27CBbAQC2BZljTYjMViol1FIhEJEN3d3UW73ZYARKYmM1OFgY+8h3EFGhgsHwyfMHzipPCJpRCsJpMJbty4gWazKb5pmt22t7clE4I1Ox599FGcOnUKm5ubGAwGsCwLyWQSp0+fRqlUQjAYFE2FxeBarRZ2d3clqwGYb6JGoyGVXcPhsGSGsDgaC5OxQi21ERZ84+Sy0eV0OsWtW7ekGi4wl5BZmC2ZTEqabCwWw8rKirQrGA6Hkp3CGi3sDr61tYVmsymmZb/fL5I+Ay/D4bAsOvsY0YdPgqcJluMPh8MSWEj/NwM29aaWzLjhS4RzwarAwEFNFcYP0NdPfzS7nQOQNGNWBe73+6IR0ccdCoXkpTQajVCv10UDoVZHoiWRUwPL5XIoFArSLZ5BpRyHx+ORrvIstMf5McHrBgbLB8MnDJ84KXxiKQQrAFLvIp1OSy2Rvb09KXjGALm1tTVZYErZpVIJp0+fxunTp1EsFuH3+xEIBDAYDCQ9lgtLaZ2F5QBIhgelUwbnKaWQTCaFgCn1clOxDgcl8EQiISmbuplRrz3CbAOaHx3Hkf5PrVZLuohnMhlJH63Varhy5Qr8fr8sMol9MpkgEolILyoutj5m3oud4OlL9/l8SCaTcg/dlMqMGQDyzDRz7+3tiX9+OByKr9r9Ew6HMRqNFgrdUetot9tC6HqlYhbA0zM1ut3uQiYIXzic23a7vZBmWy6XhWBY7K5er4u2xvmg7z+RSKDRaKDf75uq6wYGSwzDJwyfOAl8YikEK07ucDjEZDKRmiF7e3sYjUZIJpPiY15dXYXH4xECi8fjeOSRR5DP58W8S9Ot3mW82+2K+TIajYpkStMmzYQ0c3LhGCip+5i5WJFIRIIYGWDHwMbxeN75m4GLlJ5ZCI3mS7YcqFQqkjWRSCTg8/mkoFqz2cRkMkGpVEKxWEQgEEC9XsetW7fg8XikczkDMTkHukRNcyrTUfnDTJtKpbKQrkt/tt/vRzwelwJ07N7OYE7dR01JnvU9GNyppx9z829vb6PT6SASicj32WxWupuz0SjN/fS593o9IRq+/JjNw/YL+XxezmXQ42w2QzgcFi1LKSWm6mg0ikQigU6nI2ttYGCwXDB8wvCJk8InlkKwUkpJgTV9YVk/g+my4XAY2WxWTKij0QiZTAYrKyuS2soUzX6/v5BSmc1mxZ9KCZ+TSQmY0jCJr9PpLPi9SdA0kbJaK9Nhu90uKpUK+v0+CoUCPvKRj6Df7+PGjRvY3NzEzs4Oer0eUqmUSPWUuNnvqVgsCrFUq1X0+30kk0n8+I//OMrlMhKJBMbjMTY3N9FoNMSMymJ5NGmzOBrNzGxBEA6HceHCBQQCASilUC6XUS6X4TiO9K7ihtF9+4FAANVqVbQOXpuZKJxnYN7GIZfLSSxBtVqVY1l4bnNzE/F4HPl8XtJj19fXEQwGF5qj8mXGjA8+G7WXXC6H1dVV6R/WbrdFc7NtGysrKyiXy2LuZ9E8uhBY7ZgvP2pvBgYGywXDJwyfOCl8YikEK26cdDot0qUOBsf5fD7pKcRaEuw/REkYmEvAJBYGubHxI9sYMLiPPltufAAirbJsPxtBUvpm13Q96I49pDqdDkKhEFKplKQC09RcqVTEPAlg4TkZEKn7rGme9Xq9yOVyyGazCAaDGI/HyOfzKBQKsO2DflCs8EstggvPTcIaH+l0GslkUjJhmDUzmUykAztw0LCSwX2cG70IG+ebGhjnkdrJzs4Obt68KWtMk2+pVEIikUA6nZaO6XzpDYdDIaxwOLzgbwcghfSCwSBCoRByuZzUrqlUKrh16xZqtRrC4fBCITdm+DiOI4GqnHuCWoqBgcFywfAJwydOCp9YCsGKpkbW09BNd9xgDGxjjQ6PxyPSJDUL+mLpNycRkbiAeREwAFKFltdkoBoACXzj941GQ2pu6L5V3RTY6/WkCB2r3NKvXSwWRTPiWGgaVkqJn1qvBhwKhSRgj0XdvF6vmDInkwkymYwURRsOh2g2m9jb2xNTL3+YSsqXA+uQcE7C4bCYOklAerYGTad7e3tyTb2oHc3Vg8FAKuqyF1W9Xsft27fFrM1gzHPnziGRSEizUWqevC7B6/IzrgubcpbLZSE+BkBeu3ZNisP1ej0hAGqvzPbhi4F7wuv1SisJAwOD5YLhE4ZPnBQ+sRSCFaXCnZ0dyT6g/5imT6aHApBF0rMHuLl5PQbAMQ3T7/dLR2oGJTILQi8wpvuNgXnK7M7ODgaDgVyDWgMAkWYBSMAb63NsbGxIjRRWbR2NRpIGSvOx7q9lrZbRaCTSOLudt9ttqRkynU5RLBYXekp1Oh2p7KsHTdKfza7frAlCcy7jAtgEMxqNyuYdjUbS8LJWq0l/JWoj1CD47Ldu3UKlUpGx8DlIFNFoFPF4HGfOnBEfP+eCcxyLxbC6uop6vY56vS7Py8wbalT5fB6lUgn5fB6hUAiDwQCxWExeoO4XIM3CHDt96gyCZJaJgYHB8sHwCcMnTgqfWAouopSSVMfRaCRSOU15zB5giX5ucD44pWRKqawOS9MwA+vK5fLCRmfqJM169NHyewDSU2g8HsvGoGmU9+KYIpEIAoGAEEWlUkE4HEYulxO/Pc2dABY0LgbbMaCRZs7pdCqbhD5y9mg6deqUpARPp1OkUilp88B76LU6aPKcTqeiEZFoq9WqBD8yhZXz3Gw2cfPmTenazvny+/1YX1+XbJNIJCJj5KalBqe/WAqFAqLRKAKBAPr9PoAD0zEJcDqd4tKlS6JBKaUQi8Vw5swZ2Rvstk5tkwTMPRUOh2WdGo2GBIXqfaQ4Xp6vvywNDAyWB4ZPGD5xUvjEUghWbMKYTqcBQEyMnHCmvDIVlhkUACTzY3NzUzppJxIJeL1eCZgLBoNSCTabzYrPnFV4k8mkaAOO40hRsm63i263i1wuJ9JvOByGUgrValX8+TSjJpNJpNNpWSD2kSJB1et1fOtb3xKpl52zA4EAGo2GEAglZEr9gUAAtVoN0+lUNhr91cwW4fHcSNygnU5HTMrs+F6pVDCbzZBMJrGysoJQKITt7W1sbW1J5dsnnngCa2trsCwLly5dAgBpckoJPxwOSyYIzdsf/ehHMZlMsLu7i2vXruH69esLbQcYgMmAQwBStI29qa5evYqXX34ZnU4HqVRKNC62rRgOhxJ4yrRlapFsocAU6VQqhUAgIF3n9awPj8cja0xiYxaQgYHBcsHwCcMnTgqfWArBSimFfD4vTTFZdXU6nUr38W63i83NTVSrVcRiMTF7BgIBNJtNqezKifX7512qdYLb3NwEAEl3ZTVd3a9Lf/xsNhO/dalUQiAQEOm11+thY2MDwLztABsz8hpMzW00Grhx44aYaSmVA3PJm/U3yuUyMpkMWq2WmBtp+qSkXqlUEIvFpNpst9uVGiEMVNSlaGpqsVhMKufSt9zpdGBZFsLhsJh29SBDpZSYfi3LQiKRwNmzZ6WnFk3y3HQMZnQcB/F4XDSfVCqFTqcjMRDU9DweDyqVihSIY4DkdDpFtVrFSy+9hJdeegmxWAyFQkGCVfkSYwZQMplENBpFNpsVrdC2bRSLRfR6PdFYvF6vaEMcM3AQdEltNZPJiAncwMBguWD4hOETJ4VPLIVgZVkWstmsdKRmwB6D9pjVsbe3t7BR2eWcGRU+nw+rq6u4ePEivF4varUaarUa6vU6ut0uXn31VbRaLSSTSTiOg06nI5vctu03tCPg/ZmCy/L+rK/BrJBEIoHJZIJOpwMAsqnYU6nVaqFYLCISieDUqVMSmJdKpZDJZFAoFJDNZiUAj0TV7/clpZRtC2iitu151V+2PGA6LcG4AJprCb1QGwDJWsnlcmLypMm91+shmUzKRgIgQaJMJ6Y5mym8sVhM2hVEIhGpcEyC4cuoWq3C5/NhNBqJVtbpdHD16lVcunQJW1tbePbZZyUFFjjIWqGPPZvN4vTp08jn86hUKmLaLpfLGAwGEitBvzvnjvPAQFQ984Q+fwMDg+WC4ROGT5wUPrE0ghU7iTNrggFkeroqg+fYy4n9nKgxcIFWV1dFMmXzzG63K8TIaq48h1I/TZD0DSulEAqFFsyYtm2Lv17397LdADWHQCAgvZioFdCkyowUthyIx+MLGRkkXm5uEgeABVMpNTRmvwAHvZaokegl/JkpEo/HkUqlYFmWbPhcLge/3y81WRj06fF45MXEFwj9+NPpFO12e8FMSj80fevUCqnpMM6h3W7LWJPJJGKxGJrNJq5du4ZqtYpgMChaCDAnbJpts9ksMpkMzp07h9XVVYzHY/H9s+ryaDSSFOrxeCzBpHpMBAvPZTIZqUljGjAbGCwnHjY+MbaCuDGOYOj3ozr2YrvuhaX8mEy8WI+EUQg6hk8sKZ9YCsEqEAigXC7D4znowcNMjXq9Dp/PB5/Ph2KxCGBu3gyHwxIMx3oTlJavXbuGSqUikf2pVAp+vx+pVAqhUEgC8vSu2fRXs1UAg+Oi0ajU3OCm9Pl8eOqpp5BIJJDJZMTXzxRfmmiLxaIUk+MLoVgsSqE5ClAAxLTMYEAWpuPmvnLlCoDFar58MbCeCV8qupmZUjz7RVmWhZWVFeTzeTl8UGMAAB6fSURBVEynU9Tr9YUUW5phqX0xLoDZHMwA0bUetjwAIKZxamlM/2WmTjAYFE1oPJ53UX/11VexsbGBbreLdruNCxcuIJ/PI5VKSeZLp9OR2jLsnbW6uopcLodLly6hWq0CAIrFIh555BFJx9Wzexj0SW1ya2sLACRYkXNmLFbHg+xn//KO39U+8+EHOBKDZcTDwCfi8QQuOSVMxnG83FSoDfUZ6MhfIa/CR9cCcJwZLCuIs/F1PP74nE/sTkPYGMbxZHzwwPiE5fHiL5sRjOHFx0szRLzLzycuXLiAP3x9DzdbY4QHHvzwowVcuAefuFyfYNQd4RHfCahjxfRK4GDC9cA8+juj0SjK5bIEo+l9itgYkz2BNjc34fF4pMt2sVhEsVgUyxBL39N8zHL4lHb1wDQSESeShdgKhQISiYQECDJFdDAYiKmUgYLMJODG4bMCkOBJvWcTAPFr06pF6Z/PzTTUUCgk8QF8STB2AIDMHQMng8GgCHWsg9JutzGbzSRLIh6Py5q454AvD77gmOXC5+U9A4GA9JxyHEeyTCzLkpgIaobsTJ5KpSRYk9oiNTzWZQmHw3JNCpm5XA6z2Ux835xb/qYwy/3G+jF80fLF6/F4jGD1gHE3gepOx+iCVvazf3ksgtdx3fe7gT6PJ23sY8fCv/jmFPZsivdkPHh/1POO4hNenw9fnqzjtVoCQY+DmM/Bz70byATm77B5nI+NzmCKz1+e4S9uz4WWmQP8vzbwI2f8CPhz+GIzhykstGcdfDzZetv5RCgSxe9sRPByJwALDi51HfxXj07h9x4/n9joAf/uxSEK1yr4ofI88/JW34vPvR7C9EYVV+pjhH0Kw6mDP7vZx3uSfvxg6XA+UVFp/P5WBlNH4XsyseUXrBgExwmlpOoOEGNQnF7IbTKZIJVKAYDUM2GPIB6fy+UQDodRKpXke5piKaxMJhPJAOH96W+l1cayLDFf0vcdDofFfcc6ICzcRlMwzdHT6VT89Sw+RvMrn0kPDgQg3+ttEfg/gyEZQKgvdDAYFAFE/5/zpvvWmaZs27ZsJpbvZzCfLpTwHPrEeS5TifUCfI7joNlsyvmcWz4Xtbu9vT2x6rEXFFOY9caZOiEyGJLtJRjEysq+PI/PQPM05z2TySyMadnKLJAJnjQG+GZwP0LVnc6rfebDcv6DFnKO6773g8PGdNg838/Yed7lzNGN762iOgC2ujbCPuALl2eor/jxPt/y84lgIgN/OARruCd8wuNf5BOTyRTPO+dxZZLGh6IN/ODq/N2ooGBN5u8rNbBhOQ5iMxs/d/GAT9gz4PNXLfzedQWFPNLeCUq+Pr7WSUIphY8lgJ6tMJs5iGAifGLmALY/CgRCgD1Af+aB1x+A3x+DfzaF1zO7K59wvEG8OMjiKxshDGyFHyj0sRKc4l/fjuFXX/XhJ8/NEPS9kU/MYCEeDcOBwtQbQjDgR9iy3xKfiCaSsMeH84l+II3/UCvC55nhlXoH16sefDxfwO9UvQh5FVbiDv7uxRA+fc6Hb+2O8cWrI/zJJlAbePGpsh8zeGB7PPAnctgZ+fH7lTSygRlORR38Re0gHu0wLIVgNZvN0G63xa9JwSESiUiNErp09KJdNE3yOL0gnOM4oh3Q/51IJEQwoNDD+zuOA5/PJ1oOMwkocfM4Sv0MsqM2ZNu2bD4KFPS16xkG9M3yXOCAaGmeJeEzNoD9jcbjsRAFBSD+z/vTr01Njffn9XRzKzdvJBKRDA4hfM9B+X59s3MNGOxIbYICn57VQSGH92dcmXtOdatSJBKRNWO6McE02WKxiEQigdlsJj57FtWjVkVNlmtAguPaUwvjdUnAeh2V44S3tgfsy8nLyLyPAm9VqLrT+Q9int6qgPKgcJjAd7d5vtvY9fO8tb0jHOVbQ8jr4B+9X8HrTPGFq8AfbXkwSKXx3nB/3yKlUHGimDgeWJY6sFxPBog6tfvmEwN/CoOZhXz03nwimkgD4RRmHoU6Qljx9WE5B9ah1zzr+Dc7ZQSsGf5uroqMz8ZfdLP4Ri+OH8z3kPDa6PpCuGzHcGWcxAcjdXwk3sJgMLew3S+f+NFVhYLPh0ZvgHf7KghbM3gtC8+347g2CKE6nl9jLTjGB2JNjKIpPNfLotELAT0g4xmibgcX5vuZaAtnIlOUQjOEfA5a3gz2EnFEZ3uoTIP48/EZzCoW3hWf4cnUCI9H5xa0z1yc4bOXLPzzl4O4GLPwZMwDX8SLhLOHV/ox/OleCe+ftHFzFEFlMg+Ofyaxh/Nq403xiVdwCl/byuBvJnaxFj5wOXo8Hqj0Gv5MvRcBj8I/fFKhMQvhV17s42rLh3zQwX/9hINS0rsfUzbBucgMP/fuGf7olo3fv+XFtxq64DR3XxaDNv7B+QHCXsCaKtzt7bUUgpVtz7uMAxDTH5m+LkjoVh6v1ytmWQASTEjXm2VZYq4FsNATCYAEHerWIfqc6WbTi59RcufYAEjVXgo5vA9rnVBAoWDCoEo+A5n+cDiUFFda6vj8OlExGJPmVHdlYFq7eH8GTnKsJEgKevzNsdMqBkCscHzxcJ30FxJNx2w6SsGP99QDIzn/jElgsCaP9/l8c7Py/rNzrCw0x4J6pVIJqVQKXq9XMmOYDsz+UmxtwHlnBWAKWHrhO/7m/mJX+WXDMjHvu+EwK9v9WlCOegyHjYOf3c21eD/XvdN3d7vO2+2GO0zQfCvnLSuSXhuTvTYmAP72KR+mtgdfrsXQDJWRsIaoToO4Moofeu5ZK4117y5sTxhDhOBVXuTCM6yuLvKJ7/Sj+OPdEBwoPB4DPpkaHMonAqEwtgKncEudRmMvBAsObFhY8Q1wLtSH4wANr8J3xmlcCPZQtwP47UoOZ4MRXB5EEfbY+Pe7MT4ZAOCDkTo+FK1jNlNviU98KDFAbVKbvxe9Xnxfsg6v14MX2hF8ILmHsGXjzxsx/NthAQDgxQwfCe2gjRBeGSTwRKiFvH8MS1m4NQ7h670kvt4DAtYMZ0IjXNrbV0QxwwwKBW8fz2bHeCLtQMHBeDznE+dSU/w37/HghV0Hf7Ljx6VuGkAK747s4eW9CELKxtd7KXiVg7+R7aA+8eHr7Qhq1kXEQ/Nsu7DlwxPRAXy+vUP5xGXvWfzVXhZhy8Yftgt4KuzH+WgDmUAAO0MP/iOegN+j8F++a4woFJL+KX7xmSCuN8a4EBnAO5mhXn8jn/hY0UIhMEVtOOd3cICZM4MFBxdjY/hmCtOJwrORFp67C59Qy8BETp8+7fz8z//8wmZhFoIe/EbBRg8gZGNNWm9Y+Iw+cv08Zt8BBw0heS1gPpEs6EYBgLE3vA6FPfZRcld15fUokNBvzI2h1ycBIL5hNn2kMEEzMQMe6/U6er2e9CnSXYO6wMg4LgpZtO7REqVnXuh9nkiwJGRmduhzQOF1MpnI8bTOUbDhGujaBuuJULBinynGKrA/FjNDKOTQRcx5p9BIUzsDKbnWdFnyuQiPxyPxAvp88XzdomjbNn7lV34FGxsbxxpoFVdp54Pq+97y+fcrPNwvsz8pzPck483O//1YpI4Kzzt/go7TOFaacPMJZXnwf9/24YUWrdoO3hdq4EKguxAi8dooge9M84de83yoj3cHGjgd6OPSMI4/bBdwOjTGemSKP61FsBocI27N3ysO5nzAcRzUh0ANcXhhI+0ZwVEWHg208NxeHlMcvHsueOv4iPc6nEAUf7B3BrWpH09F2vhwpIrq2IfZfkyRmo6QUIMj5xM+nx+tMRBy5u/f3syH/syHyXQC/6SHqHcGj8eLoRVEyBkKn/D5/GghjIny40vdPJpTH56OtrCmmvhyvwi/muH7wzdg2eO78omdno29KfCNUR7XhhGs+3v464FraDtBxHwKCb8Dy/Lgy900vt5LQsz0ANKeEUqh+RrOpmM8gi3Epi1cCVzA1wd5PBbq4PuSdfw/jQJujMLwqxnOh4e4PgjCZzn46TM9pP32sfCJpbBYARBGSasIMyc4CbrLS29SyaJdvAbNtrTq6BNB861uCaP1gsfwOvoG5udk8LR+zGYzWSi9Ii/HzEJsusVK70HEe/F4BkcyY4QWLr1HFDMfWOxNB+9FDYebQRdEdZeYbmWj9YagRYlzQOsg3YscI4/TXW7j8XjBhE1XIV2aFOwYB8Xx0OyuF69zB5Rz/OxMz3ljKvWdCIbn0XLGtdCtVfqeOum4H5fVW7VwGLw9uJMgfKd1eRjXy80nPh4d4xnvflKQ48BrAXAW+cT7ZhU8iqv4hvUIYtYYT3i2YXk8+KvZKVwdJXBtUEbKO0Fj6kPZP8DfSu4iEvQhaM3wtWYIe1P/vmDFQQAz2HjKuYpHrAoC3rkiObNtrAc24Gh8YjKct8vxjHv4dOA78ET9UI6NydBBxMUnBm8Tn3DGY/S1OQzOZgjs84nxzIJSE1jWCH0XnwhigKjXix+PtjCDgnLm7/cfCsy9S8q+N5/wjkaI2ja+19PEx2NeWI4Ne2ojYg+gbA8G9pxPPOPfwln1KibTKZRloWql8ZJzBpvDubA2sIN4HXFEMEZ7EMLFQAsfDW7CHgGfit1CJ+zFl3or2Br5kPFN8EP5JkK2jW73ePjEUghWHCgLn+luGz3mhcfpwdR8OH2C9GNooSGhjUYjYeJk9Ly2Hqit+3T1OCkKAiRsugPd0MfA65CI5sGKi7E83JT6+WwbQCuQbknidXWhkwsPYCEeSw88JxEz/onQ3Xe6oMnx6vPAz7n5KPhwDmkFowBLyxoAqbuiH89x6CnIuitVL/7HOSLx8zq6VqITh2490+eL+w04cBXqbsR3Kh5GZnxSYdZqEffDJyY4nE84sxk+6H8VFizMZsBsArzf/zreHw3ha4MihsqPtfAePhjaxXRkozuxcNE7wOP5OZ/Y29uTMegVxO2ZwsiZv290PjG2F8Mn5u+rETDoLzyT4RMHfGI2HQO2DQserKg61n1dieNtjhReGBUwhQfnA2084dnCcHDAJ4IeD/6T8FV538+GM3SHx8cnlkKw4kCHw6EQhS4RHiY08QH1wGouLNNkAYibjufqm58bV78nLSsHxGBLYDgXgtAD67ixKLBRiyC4sNzEXFh9gWlB0i1ANA1zc3LD6vPC++nazWHnErTS6ckAnEv3M3K8OkHoBEgBlNfX5xFYjG9yHEdeGuwqrrtOGZzJ8+n+43G6iZzPrL8keH99b3Ac7jIX+n31teQYDQwMlgtvB5+wxmO8D+05n7A8sEfA2PAJAMvFJ3y2jQ+iPXc1OgGMhsvNJ5ZKsNIXhA+kL7huRXJLi3xQXdq0LEuqzerSqZtoALzBtOe+j24h47VIuLqbivfWpXn3fSi58zN9fPybljF+pl8TOKiZoo+JbjTdracH/un35Mbj/7yO+wWka1KcBwZM0hytr4t7nhgrxc/049zPxbg3PS6Na0/Cc7s/Acg86Pfn/XhvWib1dXBbPd1/GxgYLA8MnzB8gs+07HxiKQQrSqcAZCNTGtWlTAYtczO502b1Te+OH9I3g+5aAg7S7fVjCG4aAAubmgHyvJ4eR8TP3LFHPJebyG2addfhIHHpz83PgAMzLrUAZre4g+wozQMQdyfdatyMNMfqLwDOj25O9Xg8Uq/LrQnxhccxUNvQ14fzQ81On3OOic/IUg36ODkv+nX0pqJKqQUzLQmfY9HNubqrV9+LBgYGywfDJwyf4P2WnU/cU7BSSn0OwKcAVBzHeff+Z78E4B8AqO4f9o8cx/mD/e9+EcBPA7AB/JzjOP/fve6hT6YuGesmWILSJReHE34nCVL3w+sbQjeDuiX8/edYiO/RzYWUxHXowdQ6sXDMwMHCMHuC46EErn/G+3DzUuLn57wnCVrXxHiM4zhynv4C0WOe3ITMNeALjBtYf7lwvHpgvD6H+lzpmoeuXelZf+6XhD4u+sN5fZ04eR2+ULjO7rg8juOwl6db49NN4XfCg6AJA4OTBMMnDJ8wfOIA92Ox+nUA/xLA512f/8+O4/yP+gdKqccA/ASAxwGsAPhjpdQjjuPYuAt0TUSXKPVJ0BdED7bj4utaAYCFSbuTz5vn6dKvW5thxXTddMrF1olbz9DQ/dGEHvSnZ8LpxHK3+dFN127tQp8HncA5D+PxWLQ23Reug2OilM5n0Tc+x2HbtgTsk/j1TX/YnPMzfU4433oshD5fbuLR76MTAj/ny0Hf9JwP97Poc6trvO69dgf8Ot5mmjAwOGH4dRg+YfiE4RPz573jNwcX/HOl1Pq9jtvHpwF8wXGcEYDrSqmrAD4A3LVIKWazmWSKsUAoP6cE6/aJ65vbransj/sN9wAONoR+D/dxunTKz9yEy27qJBx+rgfn6WPmd+7gwDtJ8W7ztm0v1qvSzc68hj4n3BzMDpnNZgv+cP3Z3Zqabk7mBnQ/i6716Mfp6+aeP56na2r6WPQXgG3b0gKB37uJgfemFqbPi35vHkfoa6S/+PSX4t3wIGjCwOAkwfAJwycMnzjAdxNj9bNKqZ8E8AKAf+g4ThNAGcBXtWM29j+7L3DhgMU2Kvpm5zFu6VFfWB4LLBKEbt51H6ebFIGDCvDMVHNL8BwDx6S3l3GbD92bjOPQszfuNW59jJSueR5Nk+60Xc4f708icM8Dic39UiJ0s7HbBE2TOz87TKtyF1ebzWYSJKjPhVvj0ovD6tfndfiZXvuKLwf32Ol7119Cuibp1pLeIo6cJgwMTjgMnzB84qHjE/cOKDkcvwrgHID3AdgG8Mv7nx9WhfRQsU4p9Rml1AtKqReohei+Sz6Y/hDuhaQEqpuDCZ2wDjMN6tfUwU1MqZ2bhH/Pq9IeNPJ1S928plJqIQ3UTSyEvmg8V9em3BoOn03fxKzBQZO0+xn0/3nOYePQNRXdv87zDyMkfYw8Vu/Hp19bn0f9moetg65ZuF8Cbk3KPQ73vDFugOZ0t1al75v7cAPeCUdKExO8sTaagcEJg+EThk88lHziLVmsHMfZ5d9KqV8D8O/2/90AsKYdugpg6w7X+CyAzwJAoVBwuKC6H5WEoC+UPrH83v03sCiB8ny3pqBfR19cHRyXfp3DJFi3FK9f807EwvPdJkY9gJDnu02UPE8nAt2Mq1/frcm4NRXOAZtJu4/R5103s7o1B/2Fp5tKdbMy50s3e+vry2fleHRi0AmE53I8bpO4vlY6YfCFpLsJ3Gv9VnDUNBFXaZOeaHCiYfiE4RP6cz1MfOItCVZKqZLjONv7//4IgJf3//4igP9LKfU/YR6UeAHA1+51PX0y968vk8yJd/tNDzPp6tI5oftjdVOmvkA6GGR3mGmYUrZ+XV0L4obVN4O+ufnZHeZ0wXR62Pcc72w2E5Oye5H1TeLWEvTjOa/6eLmR9euR8PX5dY/JTSxu6Bv7MDOq/jLkj074ul9f/9tNIDxW17zupvW54w70RqtvFkdNEwYGJx2GTxg+oY/pYeIT91Nu4bcAfBxAVim1AeCfAPi4Uup9mJtvbwD4LwDAcZxXlFK/DeA7AKYAfsZ5E9lP7k1KCR94o8R8mKahE4O++fSJ0U2y3FQ6AXFR3OPRF5A+cffGutPG0DUqXbvQiUQ/x7ZtaZLMsXIxmTqrj0s3xbrHeJg2Z1nWoS8FXatgYTeew8wU/b76udyc9GNz0+ta2mEvNH399DgAN+Hq99VfSO61cROt/sKg79xx3hjo6j7mbniQNGFgcBJg+ATkOoZPGD5xP1mBf++Qj//VXY7/pwD+6b2uexj4sDR16pPmNlsCOHRS3aY7d/aDPrn6huHfbtOjTmRsdMnrU8PQtYTDpF0epz+fvkl0XzCPYVoux6sXVONGJPSXiTstV0+3dc+je6zuzQUcEJ47A0bXrvg/n8E9D26T7p0IwQ1eU68Fo5tkeR6f232ubvblS0I3l9Okre+P+8GDpAkDg5MAwycMn9B/68/1MPKJpai8DhxsFr3eBU2ZOvQN6D6fC2XbB40t3SY+XVK1LGthIwJv1BB4Xd7TfTx9/e4eUToxuSVbfQy6hK5vJp6naxnuZ9Xvdafr83j3526/Me/J43RJXSdkfW4O09hoYtXHeDeftO77dhOgvuEPO5/35UtMP1c3cevmX/c99WfXNVYDA4Plg+EThk+cBD6xNIKVvpj3csXopkBgkYjcptU7bR79vocRiPt797mccC6Oe/O4J/0w86Z+LV1D0vscuTeMvnn1a3KxCV5PH9fdxsBx6NfTr0XCudO57oDQw+IAdF+4fn33BtZfGm7i5PGHBZa6102fI7cZH8CCCd3AwGD5YfiE4RMngU8sjWAFvLHomnuzA4stBICDdgZuuDUYtzR+t83j/k4nGvdiA4vZGLrplpqUvtndDTkZC6BfWw+808dEM6UuofM8d0yA+1n0Z+c59wO3qdatmRxGwO6XkG4SP+zeuqZ3p1gANzHp93U/k/sabm3SfV8d93pZGxgYHC8MnzB8Ytn5xFIJVveSCg+TJjkJ7nNJVO5J0TUFt5Rv2/MMCE6yHuzohttv7t4k+rVp/tVNnvrz6KZmmnapaembUCdK4N4vBX1OGRDJ6xw2D/p1dFOte2Pq8QT6uW6zqVvD0AnOHUvA+XRvYPf19JeYPh53Vsth2hRfYroWeVjshYGBwfLC8AnDJ5adTyyVYKWbSvXPgMViX/pGAhaJR584nVgsyxLTKTe2frw7+PEw8zCvQyLSJW1qCbynW+rn536/f+EYalL6Zvf7/aKRkSjYmVt/YfB53JtIN2u655CEqccIHJYFo0P3UevPdNg9+fLi9XXi5POyBYH+Ob+7k6n8ThoV76drY7pm6n6puK+lg/c3VisDg+WF4ROGTyw7n1gKweowbcEthRPc6If5u/UNdZgJk9IoF0fP5uB19DHp5lh9M3GBCbfZ9zBToz5O3RdPMzD/d5ur3e0H9Llxb/LDCFw3iepz6d4Uun/8Ti8KfX7uFG9ALUAfp75pD9M23POmj/MwP7n+PId9rr8MuFfcWtCdtEv3S9fAwGA5YPiE4RP6vOnjXDY+oZaBiSilqgD2ANSOeyz3QBZmjEeBZR/jacdxcsc5AEMTRwozxu8ey0ATXQCXj3MM94llX0vAjPEocEeaWArBCgCUUi84jvP0cY/jbjBjPBqchDEuA07CPJkxHg1OwhiPGydljk7COM0Y316YSF0DAwMDAwMDgyOCEawMDAwMDAwMDI4IyyRYffa4B3AfMGM8GpyEMS4DTsI8mTEeDU7CGI8bJ2WOTsI4zRjfRixNjJWBgYGBgYGBwUnHMlmsDAwMDAwMDAxONI5dsFJK/aBS6rJS6qpS6heOezyEUuqGUuolpdQ3lVIv7H+WVkr9kVLqyv7v1AMe0+eUUhWl1MvaZ4eOSc3xv+7P67eVUk8d4xh/SSm1uT+X31RKfVL77hf3x3hZKfUDD2KMyw5DE29qTIYmHgIYmnhTYzI0cdxg9dPj+AHgAfA6gLMA/AC+BeCx4xyTNrYbALKuz/4HAL+w//cvAPjnD3hMHwXwFICX7zUmAJ8E8B8AKAAfAvD8MY7xlwD8t4cc+9j+mgcAnNnfC57jXvvj/DE0cST7zdDEO+jH0MSR7DdDEw/w57gtVh8AcNVxnGuO44wBfAHAp495THfDpwH8xv7fvwHghx/kzR3H+XMAjfsc06cBfN6Z46sAkkqp0jGN8U74NIAvOI4zchznOoCrmO+JhxmGJt4EDE08FDA08SZgaOL4cdyCVRnAbe3/jf3PlgEOgD9USr2olPrM/mcFx3G2AWD/d/7YRneAO41p2eb2Z/dNzZ/TTOPLNsZlwDLPiaGJo4WhifvDMs+JoYmjxTuCJo5bsDqsi+GypCk+6zjOUwA+AeBnlFIfPe4BvUks09z+KoBzAN4HYBvAL+9/vkxjXBYs85wYmjg6GJq4fyzznBiaODq8Y2jiuAWrDQBr2v+rALaOaSwLcBxna/93BcDvYW563KWZdP935fhGKLjTmJZmbh3H2XUcx3YcZwbg13Bgxl2aMS4RlnZODE0cHQxNvCks7ZwYmjg6vJNo4rgFq68DuKCUOqOU8gP4CQBfPOYxQSkVUUrF+DeA7wfwMuZj+6n9w34KwO8fzwgXcKcxfRHAT+5nfXwIQJum4AcNl8/+RzCfS2A+xp9QSgWUUmcAXADwtQc9viWDoYnvHoYm3lkwNPHdw9DEg8RxR89jnpXwGuaR/v/4uMezP6azmGchfAvAKxwXgAyAPwFwZf93+gGP67cwN5FOMJfif/pOY8LcfPq/7c/rSwCePsYx/ub+GL6NOZGUtOP/8f4YLwP4xHGv/TL8GJr4rveboYl32I+hie96vxmaeIA/pvK6gYGBgYGBgcER4bhdgQYGBgYGBgYG7xgYwcrAwMDAwMDA4IhgBCsDAwMDAwMDgyOCEawMDAwMDAwMDI4IRrAyMDAwMDAwMDgiGMHKwMDAwMDAwOCIYAQrAwMDAwMDA4MjghGsDAwMDAwMDAyOCP8/XZG61AwCK30AAAAASUVORK5CYII=\n", - "text/plain": [ - "<Figure size 720x720 with 3 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "segmentations = [helper.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", - "\n", - "# Draw results.\n", - "f,ax = plt.subplots(1,3,figsize=(10,10))\n", - "ax[0].imshow(data, cmap='gray')\n", - "ax[1].imshow(np.sum(segmentations, axis=0))\n", - "ax[2].imshow(data, cmap='gray')\n", - "for line in segmentation_lines:\n", - " ax[2].plot(line)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "There is however a problem. The three segmentations are not the ones we were looking for. This is most likely due to the small break in the top layer.\n", - "\n", - "To counter this problem we can create more segmentations than needed and then select the correct ones." - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Maximum flow/minimum energy: 887443\n" - ] - } - ], - "source": [ - "layers = []\n", - "for i in range(9):\n", - " layers.append(GraphObject(255-data))\n", - " \n", - "helper = MaxflowBuilder()\n", - "helper.add_objects(layers)\n", - "helper.add_layered_boundary_cost()\n", - "helper.add_layered_smoothness()\n", - "\n", - "for i in range(len(layers)-1):\n", - " helper.add_layered_containment(layers[i], layers[i+1], min_margin=10) \n", - " \n", - "flow = helper.solve()\n", - "print('Maximum flow/minimum energy:', flow)\n", - "\n", - "segmentations = [helper.what_segments(l).astype(np.int32) for l in layers]\n", - "segmentation_lines = [np.argmin(s, axis=0) - 0.5 for s in segmentations]" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Since the segmentations are ordered from bottom to top the correct segmentations can easily be found by indexing." - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [], - "source": [ - "segmentations = [segmentations[i] for i in [0,-2,-1]]\n", - "segmentation_lines = [segmentation_lines[i] for i in [0,-2,-1]]" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "<Figure size 720x720 with 3 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# Draw results.\n", - "f,ax = plt.subplots(1,3,figsize=(10,10))\n", - "ax[0].imshow(data, cmap='gray')\n", - "ax[1].imshow(np.sum(segmentations, axis=0))\n", - "ax[2].imshow(data, cmap='gray')\n", - "for i,line in enumerate(segmentation_lines):\n", - " ax[2].plot(line)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Which yields in a better segmentation." - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "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": "3.7.4" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/notebooks/LayerSegmentation3D.ipynb b/notebooks/LayerSegmentation3D.ipynb deleted file mode 100644 index dd2da09a95bc0ea8828bae8d45f0bf4037bd8747..0000000000000000000000000000000000000000 --- a/notebooks/LayerSegmentation3D.ipynb +++ /dev/null @@ -1,237 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 3D Layer Surface Segmentation " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "**Add Proper references here**" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "**NOTICE:** This notebook is a continuation of layered surface detection introduced in the ```LayerSegmentation2D.ipynb``` notebook.\n", - "\n", - "Previously we segmented 2D images, but the ```MaxflowBuilder``` module actually supports N-D data. If ```data``` is a 3D ```ndarray``` the code still works 'as is'. The surfaces are always found on the first axis of the input data." - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "# Load modules\n", - "import os\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "from skimage.io import imread\n", - "from qimtools import visualization, inspection, io\n", - "from slgbuilder import GraphObject,MaxflowBuilder" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We load the data and visualize it." - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "in_dir = 'data/'\n", - "Vol_path = os.path.join(in_dir, 'layer3D.tiff')\n", - "\n", - "# Load the data\n", - "vol = io.Volume( Vol_path )" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(164, 200, 5)\n" - ] - }, - { - "data": { - "image/png": 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sO8BVoiLHo/iJLujRaHRlTvSFsbK0tOTdF95PZTwe4/LyMsDddE6z2SxKpZJ/JnH4Dfuhwu8vLy+D/tlNMSlIscjdtnQCvR/XBKVYLAbKgW3YTUjnZTQaYTgcBtfY4IEVdc8KhUJwT+KcqsDp0gHwCkznOE6J2Zp3umkzj1lF3wvtk92IeC9LKXkRuRFKLG5BvijIGve7ODKqtmu/18nM5/PBrk/fni9YnMWwSIlZ/MkujtFo5C0buxtTEfE7+xJbS0cVl+IR+Xw+WEDES+w4qGg5JlViCpZfXl5esXbiuFdqMWp7FlBXbM8+K2C+AViL2T5jna+lpaUrkT2Ony8zX+jRaHRFSem64vwmBQ4sn8viU7zGrlUbaInDbfVf7YPFKeMyTdSyscEMih2H5RJS4hRKHHatY7LPXAM4NpqqmKXeT9+7JEkxsVRSSeWVlhtjiRWLRQBXd4y4EPKiXdFeY3esOFdKzWhiQWrmAiEWprssTWy1LuKikToeZS6zTf0trTW7u1vMRvEMbcfOAbEHzjF/rxwf3cXjQvl6vziaiT4Ha2GQYmKtAs5B3C6s7dMqVR7dIhiBv7dpR+x/sVi8Ml6dsyTMUN1FtUJspFDbpNiUKHXr6GorPYLWLp8p3WHlU9lopT4jaz3HpaIptclCEFbs+JIsOs4J27LWe5KHlURdisv8sPK+lZhz7g6A/xXALQBTAJ+OouhXnHNrAP4egPsAHgL4k1EUnS9qK5PJgCceERuxfJckEJR/T1IyQDgRxMDsIlYFogqGAGvSZPIFVQUTRwmhWDAzibjK3+qYLRnWjs8GEdQUV86OXXCWI2c5OlZRxwUmOFa2oy8tXQfb/yTFZZVW3PPi3ynW9VH8x+KtVqlzPBYSUCVleYpxlBT7nOOUddz8JSnlOPfKiq47e41+5vzb+8b1Q0UhBYvRWfqEDd7E8fWue2a230lYucrLWGJjAD8TRdEXnXMrAL7gnPsnAH4SwD+NouiXnHM/D+DnAfzcdY1ZPIZCJaGkvEVirQA+vEUTpr+/vLy8sqPaWvD6+0W7i72G1ynIrfiYPrC4CJm+DIuCGxaItxIHZKv1xcXNNmkp6UseR95U5aTBCyqBpBeNY7dgu1VWi7hCVmwu3qIoGOcvjqsW196LrEXtvw0KxY2f1lfS94pXaT+SMK8kazlJkrDjRb+xv49rQzeEuN8k9cluKIvm+n1jYlEUHURR9MXn/98B8DXMDs39EQCfef6zzwD4E+/3Hqmkkkoq18kHgok55+4D+G4AvwtgO4qiA2Cm6JxzW9ddH0VXzzG0Lo5aLkltUOKsrBfxrSkWf4qLdiZRJGiVaP/jKBCLeGFJ+IqlaajlZnl01lUYj8dX5tjew2JkWuVTx8Fd2ka2bP5bkuUVt/vGuTI6r9YSUevTusU6Bv7Wjt1eZ/GgOPfOShIMQMtVLTBLGbE4rb2fHZvtc1LfONf2mfG+2q79zkqcu7joPYrDyTTqb3+rz8WO044vaa6BD0CJOeeWAfxDAP9tFEXtF+V2OOc+BeBTAFCtVj0REcAV/AG4WqpH2rnyt0UTbV0lC+DH8b7UbLdEybj2k5RD3HjiFmMcGTTpXnFt8gVRF8OG4J1zV15c/b3Ot1USnMM4Lhr7r3PA38U9q6TxWCBd+8E+Uph7mITxqYul7dvx6WcL3Ktct6HGYXC2nUUKIU6hJHHSkj7zb0kYV5yLbt+xRQEqGzDjxqmKWteRxYZtIMIGdwAs5BYGv0v85gXEOZfHTIH9WhRF/+j5n4+cczvPrbAdAMdx10ZR9GkAnwaAnZ2dyL6A7wX/AK4mSevfrZURh0Pp96oALEB53U4Y1we9jhKHDSjfKS7qmnRtHHkzbufX38f110bnrGWjY9BgR9xcxFlVNopqrY1F/DHbHhnm/D6OLEvhy3CdNZ4UaKAysBwt3fi0/hnvqQGXuBdc72uDQZY8SlxR+6CbvX0WcZZkHI6qm3hcFgYlTpnYjdFufqqk4p4hr+H31nuIw9Di5H1jYm7Wo18F8LUoiv66fPUbAH7i+f//BIBff7/3SCWVVFK5Tl7GEvt3Afw4gC875/7V87/9AoBfAvA559xPAXgM4EevayjO6rhu17Q7SpKlRO2+yDW7jr+i/ybRGbQtuwtaGsV10cxF/dT+2ghnEm/sut0syV2y7oRaTJbRnsvlgpSXTCaDwWAAABgOh1fwM+0fsDhvjr/Vfur9rJVoeXTWirDPjs9HLVJrheiYF3EI+XtLibGYopU4C0bXNfmMFhKgLLKKVZJwVx0H+6PWU5wbqmviun7YOdVouI45iVLxobiTURT9FoCkln/wvbRl3aHrRCck7gWMc934O7qHep2CjhaAtH+3Ji8Xg8Vj4kzxF5Ukd1oVtM7BeDyOTVq3PCurNBaFt5PmUdujOOdQKBS8e2OT+W3eYNzLzHxMbVPvl8/nA6VtgX1LUdD+22dmlZymmWn/VIFY10afUZw7bu/Pdnh/3dg4PkoclhX3TKwi0mcaB3ton61ipliaR1zQJE7YP5ufa5+1hY10PKwjp/340DGxD0oymQwqlUrwN6sE7CK0L6w+rLiXIQlwZHv2GhXFlJL4ZSp2gcaBp3EPR+8R99LYPlFpxEVO1bq1loEdJ1/quIAK72Wvi7OK4vhwen+rKFQJqxKzz5TEVMUvJ5N5VY3hcIhsNuvJqww6kJzJ/FS9t2JYTNDW+2UymcQgDu+vfLFcLheMN47sqkqPuKf+3c6NXbe8lmItF/LzFon+PpsNE8D1PeD6YXs85EPHoPePyzm2/bdBLl2TxDSVoKxVNRYZAu8bE0sllVRSuQlyIyyxXC6H7e1t/9m6U2rZ8P8t/pBktejuCoRRLWDOEdKUCnsasbViFlEoGFWyfYhz8difpH5reSC1RuPY/PYedsfWftpdlL+Jo0XoeG2btHy4A1sMyI7FjlXTcIrFYuKcLS0tBeWRptNZStHFxYX/vUbuAKDf7we7vM5ZLpdDqVTy1n+lUgncYeCqhawUgNFoFHym+6dWTdx61Pmxc6QSZ4nFrcG4dW/5gnY86t6pJaYVPrSPtIw4h2yfnzlnxWIxKJcUd1+1nm0f+V2S9boIR74RSiyfz+PWrVvB3+zgKElKTEUxsLjvFHOgEtN7WFIp+0Gxrpy6K5PJJBFXo6hrZRUiZWlpCYVCwf9GF7FdrFaRWwoAr9Ex6hzSFeD1XLj8ngnTdg648PmvLkBL5iwUCkGuYr/f93NIOoKlSGj/9H58vrZgIOddNwD2R5U03Ufm61YqFZRKpSu4jW6ASojt9/s+aGGfAX9v3WcLmivB27r5CiXEwQ06P0lKjPOv+KQNMDFYAMCPX5XUeDz2zwwI38XBYBCs9VKpFLj8mUwG4/E4wMbG43HsWmF/ud71fnEHLVu5EUosm81idXU1+BsHx7pPizCxRS+Ye84KTop82ciR5fvQqrK5knFAsP6/VVK6w+lLpgpXX2ILlMf12eJuSRYif2urV1hg286R5SjZsdgonb4AGn3iOJSdPRwOA2WhlgkVFD8TG2H7S0tLwUk9cXOvFne5XA4sOYv9sShjHNlS50Pn1gZG4oIxSVFRfta/Wywr7qW1QLjFdq217ZwL5lAVvwXO4/BQtdSm0yn6/b7f4Oi5KLePddnsPMXNAdukcFNVXHc8Hvv7JFmtQIqJpZJKKq+43AhLTCXO97cUBroHlDhfW3dVyy5Xrc5d2FpQ1orR3dPiYMqs5m6irpKlkKj1FRd1YR8X0U50jpJyQ+0YOEc2DM9xc5ftdrvo9/t+Lhj9sxwjtawsbmmtAh2r4mEqal1b67lQKHgMa2lpCVEU+V2aVh0/W0yTlrmN5PH33PGTIt7FYjGwVAgfWOuaYr0DtVbsvPN6u4bjOFzWWtU+cc3oM1HKg6VO0MOwEIauf33Gw+EQzWYTp6enAIBer4d8Pu9d8k6ns9DlsxHyJG6eXSN02xfVOrsRSmwymaDZbAK4mubDBWZ9fV0YFiR9LykpvDaJ42M5RfTTkzhUFE66bc+W0aHE4RXa3zhOD8WmalHpqxKxaTJKjqWrSCXW6/XQ6/V8+5ZkSTcjDvDX8Wv557j+2TEkkV+J7RDIt/2xBfes0qBbpS8CNy87x8DVZ2nr1VPBJuWOapv6r47HYrlKL2CfbRqQutCkdVjFofdQ2oeFEuy6H41GPoDCOQbglcjZ2RkODg5wdHTk+7u8vOx/H0fDsXNgcVIb3LGic7yIOnIjlNjl5SUODw8BwNdGZ6f5MiSR7uJAZLsg7QJR4NRaWnHsa1WKcYEABfrt4mMbav3E5aVZgNZiXrogrVBJ2WAH5zBpAVjrU0+qGY1G/v620gAxScs5UiFGAsxeBMUxLf6WJHq/0WjkiwQUCoVEnFDHRUlSthZcTtoker1eADpTmSRhiHajtZig5eVxw4njk+k97Gftc9z61XWeNAe8bjQaIZvNYnl5GQCwurqKyWSCVqsFANjf38c777zjLbGlpSUMBgNvHXNjsjjgIn6XtQSt9a7v0SIllmJiqaSSyistN8ISU3eSlpRqYFtf3Yq1eq5jMi+q8sn2dAfhkWNsX3llFnuwrpLFQZJqell30e5KyrOKwx4s5qb3tNaldbdsG5bHpKcI6ZjV0lD3iJCAjT7qfaz7rJYLLVfleVm2eKFQuPJ7i/eoFaJ4jLW44jA6iwEq7kkLQSEOi+fEcfkolhKTZB1Zi97ihHadKlctjhvIa2xf2LZNxQKA8/NZZfn9/X08e/bMu5fr6+v+PE+2k+RRxM0R3yPbL80QUA9nkdwIJTadTq9gMBRrQlvQmGIxMmvK6/XqWtoXRu/B7236CQ8i5W81dB3n5ui/ipXx71S0ltioysO+aHGuzyIXzdJG7O/1hbBzzBdClZIuVhZoVLd0Ea2Fv7VK0/KyOO9xeKFuPrYIoVUyLDkeB77r7+P4Wrw/r6HoxpgU/k9K8yIor0pQ5yruxY3DfvXeViFaBarufNz1bEOBfOccut0ugJky6/f7sSRgvd6uYRuAsoRfu0HqmtONe5FbeiOUmL6wVBr6kttIo1UyFl8Crmp2jSSpwqAkLURaCPYFsfezETht3/J7rMQ9oLidPcmyuU6sJWItIWvpxPXPntDEduI+EzPUBanKnf3RjIQ43h3/VigUgrMP4rIuFAPUa4H4vFNdM/z/pAhYHN5nAw9xc5f0zFV5XncfCjc7q4itpZ/UJ6uQtR/8Xte5voPAPD9Wn9kioXFglZ7irPpuU8kSe2SQQT2cxHst7EkqqaSSyg2XG2GJLUqfiLMS9P/tTsRwvFpy6kIu2u20fd2xrCuXyWSuHPelO+CLRN+SmP3sk3UH7BwlhbT1esvGVvcsziXXti3GpZYPKS/qHl1eXnoKRLfbDSq5MsXHpgXZnd7SJvSZAqFrXiqVgnFpSgvHrtY4cUWOT60ORsJU7PO31rvFIOPSwhb93kpcKWaL5S7C2ew9+HsblVTr2FKLtL+0pPnM1tfXMRwOg3QrXQMWZ42jIVnccjKZ+GeWy+VQLpeDVDDFPRdZYjdGiam5a7EaXWAs+WJdIQoXT9IC4vdWadrfqis3Go0CwNQeucY8Mv5+UQoQ27CulUoc1sDfcr6uW9D6e6uU7ZwAYSJ6HOdJeVVUhgyvO+fQbrexv78PYMYpyuVyqNVqAIC1tTVks9lgwSqBNJfLBe7naDTCcDj0eAz/rsnGlnJix6hjoPutoLUlINt50/XB52fxpuuSm7U93dgsZ03nRdtTDMzCIDaYEefSJnHI+P9Jier8fybKA8Dm5iYuLy890E8lZO9xHU5og1Uce6VSwfLysr8f3ckk7p7KjVBiqqQymUyAkQFXiZ/AYt/eXh8nFkdbhFkB4WEX+oJw8XKHIuhtdxD7MDR52lpGulvyngqU8xrLSrdRUV3gyn7my6CVWC2QrkJFzUjU5eUlKpVKEEUbDAbodDoAZrwqXZCrq6uo1+sB8VLrj5GXRqXV7XZxcXHh+5vNZlGpVLzSXF1dRblcTlwDdgycGz3lHZjn/+Xz+dhNwWJS2p61GgeDgX+BqbBprdu8RVqyirNqhJsHn3DegXnwRK+xwLgqhaWlJZ/ZwP7b+YrzfjTfVYH1lZUVrK+v+993uwgUotwAACAASURBVN0rm0BcgCyJs1coFFAul4ME9FKpFMxBXJQ/TlJMLJVUUnml5YM4si0L4PMAnkVR9Mecc68B+CyANQBfBPDjURQtPOfMhvOBq1UfLH7CXY/VDdT900gWdxzLR0lK0bH94TX8PfE2ft/tdtFsNr0VwRQVdX2S7sv2mFplo2u2JJBGjugSqdjILP+la6aWXLFYRLlc9tcOh8PEE6in0ykuLi7QbreD/tEyontYrVb9HNRqNezs7AAA9vb2UKvVAutVaSrdbhetVsu3f3Z2hk6n48dTqVSwurrq3dP19XXkcjlv+TnnAteDrqlCA2pVWA4V8TRezwwRfWZqfel9gFlGwsXFhW+vUqmgWCz6/toUHit0N7WszXg8Rr/fD1xsxTmt9ZfJZLC8vBxYMvl8PrF+F0XTeiy3TmVpaQkrKyv+c7FYDGAUe66ptcJYeppjXF5exurqaiIuSpqOXctx8kG4kz+N2enf1eef/yqAvxFF0Wedc38LwE8B+JuLGlCz2NY7Hw6HPsTP7/VhWg6X4gn8HJcWk4Qn2RIlXFx6/2w2612rs7MzPH361H+u1+tYXV31yqtarcZyouLyBFV50B0A5qY+FwndBsVQ1JTn7zVBWhecxQx7vR7Oz8+DBGptX10M2zfev1QqYWNjw4+xVqv5Qpdra2uoVCr+/oPBIMBXWq0WBoOBf8kHg0HAG6QrxvA73V/93oLASWlm7J9+T9dJ538wGASuvy29bDEwxTZLpRLW1tZQr9d9+7rRWtyVClaVLOEDxX5tehwDGuyjKg4bOAEQpO9xjLpmFLe0RSIBBJse15AWTWQf2J4K32E+w3K5fIWwrORZphtaiCVOXvbcyT0A/wmA/wHAX3CzGf6jAH7s+U8+A+AX8R6VmHaaD9cy4m1UhGKjkzZvLe6Ft9iHPkzu8PZ+7G+z2cTBwYFvn8XlNActl8sFCkUfjuVUsY1KpeL7TgVngwtcENclC3M+dIGpJdRqtdDpdAK8gkXuKKqE+LLYyrNqXSrHZzKZoNFo+AU6HA7R7/dxcnICYEakVEyoWCyi3W4HWRGqVCeTWVFFWmK8N18ya6VSadFa7vf7vk3Ot31pdV1ZkJnrVV9ADYysra2hVqv550PMj8LToNhHWu+anzkYDNBut70yp8JRxrst/Kj34eExbJO/tfW5LJeP67ZSqQRKieub1jfXFK3nOJ6exaptgrnliamSVa+B402Sl7XEfhnAXwRAO3MdQDOKIo7mKYDbcRc6OQG8VCoFSkUfqCXZWWYvAUvdNVUJUWnx4dEKsCkoFrjlZHPBaRkbG3lUs5d0AoLarIqqUZs4kFWVEiuNqrVJVw2YRwrVPdH2eDIQ56BarSKfz/uXGAjLE2Wzs6KU7HOtVgtMfSparXKh9x6NRuh0On5B26oa7XYbrVbLUzDoqvEF7Xa7XvHx/qPRyKeiLS0tBUqi1+vh+PgYZ2dnfo51/NxIlIJxfn6Op0+fAgBOTk6QzWa9pUSloxUZrGVks0g0xadSqQQvYKVSQTab9eNrNBpBsjQVhAY6tH267s1m088BKStcI1wznOPhcIiLi4vAg5hMJl4pcQwWzFfFoxsXK1Twvel0OoEHsbS0hHK5HChnC+rrHPFv1nq1jH2uOfaF/VlULfl9A/vOuT8G4DiKoi/on2N+GhtWiKLo01EUfSKKok/YI71SSSWVVF5UXvbw3P/UOffDAIqYYWK/DGDVOZd7bo3tAdi/thMSGmZqgrqPamb3er3YQIAl7Wk4Xa0IYkWaw6jhXEuRIMbGnUJdNGC2q66trfkdrlar+RA5AA/O0pXqdDqIoijY9Wn5qTunOBoQ1tDq9/vodrvBmKxLbo8gs/XLdRfnHNMdW15eRi6X830m5UEtMT1YheOi1RBXNoW4F+dUXRUbzMnlctjc3PRAssVf+v0+zs/PfZmYbrcbuI+05rWck/LYnj59ikwm4zE7uvi0dmmFKCShVkuv1/OUB843rViO7+LiwmN+z549w+XlJe7duwdgZhnrxu2cg3POz2mj0cDh4SFOTk689eqcQ7lcDqw37dNgMAiswfF4jG63663varXqy3RzTpWPyDXPdUJLSD0eLR5KD4njVvdav1dPJ+69pRCCobVqXe4PxZ2MougvAfhLAOCc+wEAPxtF0Z9xzv19AJ/ELEL5EwB+/bq2crlcEOlSM5TYioLCSecBAnOfX31qBcUtr4svs/Jr7EG0/A+Ym+BcLMViEVtbWwGoOxgM0Gg0AMxcKeVoAbhC6mOftP6X1vOyMplMAtzn4uICJycngftVrVa9K2HJoVRyXNDFYvFK5KvVavkCeI1Gw28evP94PA4wMRtdVazRHuTBaKbyxNTFZqCA0b0oioKNxgZB2IbyvuL4SZxzKmven66Y9p3X8H7D4dC7h+12G6PRKIhA00Xk9Yr5HRwcIJPJ+MAHXXnl5RWLRf/5/PwcjUYDFxcXfu6oXCzQr8EQbm7AbE1oBHo0GmF3d9e70Pl8PrYII8dsk9ILhcKViK6tmGxJ3Daiq+0T9lHYRZXs5eUlzs7O/EZgN02VD4Ps+nMAPuuc+ysA/iWAX73uAlUStvqBZSbbCAuxAVtEkfgMXw5LuVAfmyF6YLbAdQfgNVw8tKxUKZXL5WDXvri48FYM22H7jF5qpIdRGSU22rIqlgZC3IVz0ul0cHx8DGCuLDSZVi0HnQdePxgMghfg4uLCF8AjgK7Wg8UGl5aWPBnSOedxPZ0jVQ7ECtk+54tt1et1P2cEtbmQaZVo1FT7NhgMroT4a7Ua7t+/D2AWbFFgn2tMLT0eQcbv+/2+n49Go4HhcBhsCpoyQ6yH88l+UlESy1PKih4ezev0BCbiwjrnNgKo4Hq32/X4LzDHDXVNaeYL54qfrdKwEW0aAvoeqPXP39usCs3S4GbGa6fTqR/72dkZnjx54q1nXR9WPhAlFkXRPwPwz57//wMA3/dBtJtKKqmkcp3ciLQjmt/A3NLSHchGONQsZeoCdxDiACx3fX5+DuecPxJubW0taI9UBPW9NZppd3TiIbSKbPoEMTTuUFE0O0+Prt3m5iaq1WrgOhDfse4Fr2F0UUUPw0hKYrfkTS2qqBFXHkRLjImuI9slPqGuglo/cTQYzfMj7qiWS6FQCDhO5+fn3rKoVqtYX1/346dVyDVCV0RLI1tisBYxpOVH8u3GxkZg1dIK1giZRqhzuRza7XZgqWptLRJv1V3V/tDK4PxybrjGoigKDmYZjUYoFApXeFQ2skgXTZ+REqLV/eN7o89cCdCEUJQVoO6iJYvbY/nYhlr/2n/CNnruQr/f98+UkArn5PT0FEdHR94lv/E19qMo8g/44uLiShhWc6qIWSmnqFarBYz6RqPhTf/j42OUy+UAJGZ9cGDOVFYlpERMkh7ZPrEguoPr6+uezAnMHgYpBcDsYS8vL2Nra8v/HoB/OPv7+2i1Wuj3+8HpO4VCITDVdQETBKabx77qS6SHODCwwAVE95jt8yVWxrm6gsTnbD6iKil1v4jpcTwEhC0HSZ+BYmJ0zzWcz3b03kkEYpsLy3ur66KgtnWpuOmoy29xVf29zRKh62ZfPD25R5WcLYrJPqgo5MJ7K27F4IMNSCmu1263A9im2+36eeJmzM2ewSl1sS3NRpUcn39ScIRjVJzw/Pz8Sr6utt/pdK4c5BwnN0aJ8YVk+oYy5NXyssnDBOW54GjFcIEVi0VsbGz4SNT6+noQ6aLS1Eif+ubNZvOK31+pVLxS3NzcxL179/z9e73eFf4LyZTA7AVUALbb7V7JSphMJgFjHZg9XLU8GKEDZviBMto5V6okeA/2UfEMssnZ/sbGBkqlUhCdtOxpW2oYCHEUnVOSNFUpWG7fyspKEJ1lvzkOtX7ZH84R14eNnNkyzxqMUTKuVdAMevB5UMHrM7WlnBVELxaLAdmYc2Q5ifqCxyWzq+JKOtlIx6gbgaZZ8dkwWMDno2uC868Wqiox/p7r1p4ATuuYytluhPROGPD65je/iZOTkyDab6tqZLPZwPhIkjQBPJVUUnml5UZYYsx9A+buGq2CUqmElZUVv8splgPM0y3UF6/X67h16xYA+P/f29sDMDNzB4OBdzeZvkKrg5acZhCoFTKdTlGpVAKe2PLysv9MvITtcdfmDpjNZgOrIp/PB1YIMI8Wqond7XaD8LpiNMPh8ApbutPpXCmop5aM/p6RUJuloLQWHlDLZ2BzCQeDQbDzq6VHK4RzQB6guj6KKzJqppYc3SVgZkm22+2AQ6Ws+kqlciUNS60G3kvLUmv0ixaFRuwUX9JzUHm/tbU174oBMwte3WHlxalbr+2rFUUcUV12G6FW65IH+lrcUqP67XY7wKAUVySGpbXNSOVhXxXTogdjc5jVWlSeGb0P0naazSZ6vZ631hip5DMixMN1euPdyXw+j93dXQCzBaX4yvLycpCdPxwO0W63A5NcX2L+nXwYANja2goqLIzH4wDj0kVJV5RmMcmrXCz5fD6gVDAooefzPX361JvNxGPoal1cXHjQlPcrFAqBIhsOhz6/EJi7hXSfNMWHou4N8RJNheJY+a9WQuW8USkSW9H76sZh8yrVLVXRcL668FQo3Jg4nzYwwN+zOJ/iJereTafT4AWka6IYlioAuzGdn5/j4uIicI2U20cFoZuCKjVSdNRdHgwGHgOkUtLxqKtI2o6lH1hKhdJMiLnpGnHOBZv50tJSMOfq0tLdYx+VaMp72fxXxelIsVCl0263vXGgnEO255zzsBGfP+eMqXranuKQi+RGKLFsNos33ngDwDyBW5nJChDaap/ERkj0JOCtlo6+EEBYDZYLxS4We3/9vT5MRlmoYJrNJs7Pzz0XCAitkl6vF3CmuHiVPFoul1GtVv2C7Xa76Pf7XjHyJba7rkbXFENR3ITj153fkjsZGVNyqgLttD71OpvErlkLlghJBaA4p+YS8l6KOWn+KedblbNa7wSVreWjL2S32/WY4uHhIUajkbekaCVqwni/3/fPnceVUZjdQMuQLzA3UlpR/DsxUrbB6Ka1jvWZEVPSDUPXNRWYRrQ1AkqeIOeoWq0GfEXFcdmeLVypllmtVgu4fMPh0GcZAPN8UQ2aqDGSzWYDcivnPImZnxZFTCWVVL5l5UZYYprHBiCIPNksd1vnnTsq3TllKQPz0DOtArolmpa0srIScJjUbGcKi0aM9DOtNu66vV4PZ2dnfldmFEfxpLj+ax4adzlNY2ElCV6rtBBaSmpZabSLroTu6joHtrRxoVAIcD89U5NzqK5HPp8PigJyvuMqjujYtayLRnC13+xPLpcL5qxYLPo1ks/nsbq66nFQlj+yByaru95sNn2Gw+npaYDnkZLC+3c6HVxeXnpIwlbVYOSO1rdzLkjrYikm3r9araJarfpn1Gg0gjVPC0a9A6Y+2bM49ZktLy/7dUh4QqOL6sLX63XU63W/5jhmLYzJSDufmcIYzjnU63VPHeJz4PdHR0dotVpX0qZoKdoKF4zmaikhjhNYbIndCCWmnCUAQc6Uc/PzCSnT6dQrifPzc5yennpfm2FnxYf0lBbNJQPmydaWz0Kh26NAPwvA8XOlUvF5cZVKJeDrtNtt5PN5/wLUajU454Kqpr1eLyCjNptNjMfjANfjWPivUiIIwiqGw79TyN3StpRjxEqbwIwQrBQLK3zhFL8A5qkhinvoNereqavC+bfuJsU+fyV4AjOlevv2bY+rrqysBJgi6QZ8QYndcA3l83lsbGx4Dh9xU46j1WoFhGmWKuL9Ly4u8PTpU68UB4NBUBjTrhny+Cj9fh9LS0sBJDIYDK5QHnSugVARUIFxHSoPj3NUKBSupPmou6dKjwqVfR6NRjg9PfXGwtLSEjY2Nvy65ntFF5yYK9shcG8LeSbRdjhW3WiT5EYosel06ncxLghqdEbClOwaRVHA42q1WkGemuJW3AU1SqKLw7K9bQSIIDj/xogMJ3t7exuTySRIttaKD8xxZDLz8vJyAJRTgalSYUUIjoEAK9vgrqU8HFv6WHdxgshai0oxKFpebH9lZQXOueCYOzsvmjDN2l9a+6pUKgWgrW1PgwPOOVxeXvoFTytOLU3Wp+LvNShRrVZRr9eDOVbSNJnqaiWcnJz48d+9exd37971nKThcIj9/X0/nkajgVKp5JUYD83gJlIsFn2SPK+3mSGVSsXPBy1XPjOuF83/JT5k+WN2s1Ultra25tchNwK1ZjX6Nx6PfTFMICxEwO+tdU+CLD9rUjwDK9wIRqMRVlZWgmho3Huldf4Uc6MH9CLRyRQTSyWVVF5puRGWWBRFPvLWaDRwfHzsNTzdLO6S5XI54PWQXqGuiJadsaWZLVvamrVAeDw8MA+xA2HqC/vbaDS8FUCrQs1krTdVKpUCpjTz1arVqv8bd1jNOtBdtFKpBCWJ+v2+L0fM722kxzLSlUbCcLsy/SeTSYDrZTLzA4NJv9CIa7vd9vega0NXI5PJoNfr+TldWloK0oA4Bn3mGg21ZWNYakjdSsv2tlU66A4Bs3pip6enuH17VnT43r17+NjHPubHv7+/H1hizWYzqHLBSKjlxXFNlkolbG1tYW1tzX9P3hfb0/ZtmhZ/rx4IrSTFGdVDqFQqPhuF99A1nc1mg+hgv9/3JYWAObVI3xON4rMNTW1zzgVZE5qLyXJTGlG257PqGqOlpziirYCRJDdCiY3HY6/Ezs7OgtpVdLXs5CoHSF0lAt7q+9uyvFp6hylGlk9jy5zYh0lpt9t48OBBQGY9PT31JUR6vR5qtVpQPwyAf8GppBUvYNK4pQxwzJ1OxyeOs8/Mt2TbtVrN/57EWOW6kUYBzPExVVpq6kdRFLhD9XodURR5pXB4eBgk+5ISo0B+v9/3L7EFlenu6TNWV4L1vhRvsaDw2dmZvx9Bc3tYCNu/uLjA2dlZkCfITQiYu2qKx2hghalv6tqxBhowS9uy+bTKuzs6OsI3v/lNP9909ZRiQpoN1ymT9O1mquWkiQVyTpS2w42Qfe73+74AKfuo/3a7XbTb7WAjnUwm3phgOW8+k+Pj4+BcBL53FqrRjYmnQgEzJawBObrOStNJkhuhxOwLZP1nIMyjA8KTYuy/SjykQrOHQOgOd3Z2FjD29f5M1rXJuVq7vNFoeIUCICiIx5N79Hq1LFdWVnwWgkbTlNHOcfGzYkfss1p7BHiJd5yengb19QEEh99eXl6i0+n437Dgn2JSy8vLHu+4e/dugM80Go0gosvIFoV5na+99hqA2RFuWp+dG5HiH/rMms0mjo6OvOVCJUfhmuH4WQFDGfy53PxEcloImoS/v7/vFSOjkTqfmtys/CZg9oLX63VfJYMEaY6P2RcExZ89e+ZPSQfmnC0NdDACrNw/nSNGoNVD0eieeg/sQ6PRCLIwbABLcafhcBh4RAx+3LlzB8BMUS8tLV0heeuBOZrJwmi4JdvqqWB6eI3F9FJMLJVUUvmWlRthiWk4m1gPdxHSJTTfTHk6yjgG5lUmaCkxlcFiZoqXWPa7Rgp7vV5wFBYw2zWId0wmkyCPz/J5yCFS+oNNuQFmYXxGaOl+qXWqvCXWvFdTW8uo0F1Tzk+/3w+sF43gkp6h+Z6rq6vY3Nz0c7i6uuq5fPV6PaBfWI4Rd1RaZtlsFq+99pqfs93dXeRyuaBGvlp2tCo5frpftAoUT+T1g8HAW0rFYhErKytBxoFievV6HeVy2Vt2X/rSlzCZTLylxrJFbG99fR3VatVbIQoFsL+1Wi2IBF5eXvr+M02O42WUlByr+/fvo16v++v1MF+dZy1BRYhEK5dotJFj4LpjvTbFhPU9osdiM1fYZ1KJ1HIidQSYWeOPHj3yY7bloHg/Wrd8rxUrViyZ/68udpK87LmTqwD+JwAfx+xUoz8L4C0Afw/AfQAPAfzJKIrOE5oAMHtomrKhoO7z+/hBEFRVsqWGhovFoj+CC5iD3IrPKB+FmJSWdFbQmC+3kgyr1ap/wTOZDI6PjwNQXktNs790xahcNC2qVqthaWnJzwHxBYoepwYgcBN4jzjMQF92Nc0JoqqLTVwNmKc98aXd2dlBsVj09z07O8Px8bE/Au38/NyXFAJm7pgqWWKCfCZUArZIIMdIrh1x0kePHuHdd9/188OCkVpnTCkZpFxoqR1NqCcnjkrx0aNHGA6H/hnx5WM/6/U6Njc3/feZTCbAGMfjsT8wl6JrgIU6eT/nHDY3N3257Hv37qFUKvnvbRkmPjNgzr1jWpcWA+WGys9KoGVtLoVhLA1mMBgEJa1UaZKwTciB8AmfCSkjGvzQA4hZo1/TBjU/dTKZXDkAmdgg20uSl7XEfgXA/xlF0Sedc0sAygB+AcA/jaLol5xzPw/g5zGru58oGgmsVCrBYCxwz8gXF/xoNAowLWBOHgQQC+oDYb6gvqAE2bWOk4Lqk8kksPRsDa/RaHTljMVCoeAXeKFQQLPZ9DtmNpvFzs4OVlZWvGXw4MEDvPvuu/6Bb29vo16vB7uRRq50PMBsQSqGxsimKj+Lh2hWARnwWgn14uLCByuOjo6wv7/vMSVWOdXaUErUZZI7hVExzbLQBORKpYJGo+HbPzo6QqPRCCrBshgmxx5FkVcyNm+Q1jb7sLW1FXD52u02zs7O/Of19XXcvn07UGL1et2/SLT8KFwzWoSSh5sAc2uc19frdayvr/vTj7ghcnw8dEWVEA/81XWr2CCVutZoI7jPPqm1q8njnENdQzwIxFax0AAWgMD4WFtb8+u8Wq0GmFepVApI6lSymtCu5xRQB/D6RcD+y5w7WQXw/Xh+EEgURaMoipoAfgSzk7/x/N8/8X7vkUoqqaRynbyMJfY6gBMA/7Nz7jsBfAHATwPYjqLoAACiKDpwzm0taAMAghSaW7duBbsey0dzVyN9gJbS2dkZut0uHj165NtbXV31+NDq6mpAcbBRTeJTtlywVjUF5tQI7hYaGlbWf7PZxHA49L8/Pz+/Ul/s8PDQm+PZbBZ3797F2tqaN50nkwkajUaQNqPuFjCvw87+arlltsHvmfZkK9Ta03z4PcdPCsXl5SWOjo7w7rvvApi5u8rYpyvCZ7KxsRGUDKerp7ihVrdlf5TR3263r7jUlFu3buHOnTt+zdDS0ry8w8NDnwZEagCthHK5jJ2dHT9fllPFNCXFa7LZrP896R5qBenpU7Rg+Jk8Rs3qWFtb85HFfD6PKIqCUj6np6c4PT31OCkzTdQy0ZJSrKNHa3QwGASVVIhnaVUKfa/YT3VpW62Wt97L5TLG43HgEuvvOb9aQkur0bCG28HBAYBZhNbWoOM42F9WB+EzTJKXUWI5AN8D4M9HUfS7zrlfwcx1fCFxzn0KwKeAOQYDzEzt7e3tgMOkZUzoyinw3m638Y1vfMN/tmbt+vq6fwmosBTk1bIzAAJsYX9/H5eXl35x7OzsBAuUgCVfKCow9r9QKGA6nXqllc/n0Wq1fPs8KJV9B+a1ofQcAQVhbY6ZrbnU7XaRy+X8S8IjzjRtZ3V1NSgVo+cCDIfDoHRwuVwOjnAjBqT309zI1dVVvPnmm/6ZEivR0sa9Xs8vUJ1LYPZCTKdT/9Jvb297XhKfwfr6ul8Dw+Ew4P51u1189atf9RtbLpfD7du3A8jg8vIyKLSp81mpVLw7xH5NJvOyN8RJlSem/7LIoVIotGY/f6dFIguFgl+j3HAGg0HABaxWq75N8uAU+K5Wqz53kqltWshAS+cQl1VckfxDYE7Itcf/qVLRmnX1eh17e3uBi6/BMB5VyGeqeZV8Rpr6xkAHFbFNq1N5GSX2FMDTKIp+9/nnf4CZEjtyzu08t8J2ABzHXRxF0acBfBoA1tbWIq0iocXStCImMCftKdCuvCxmzivoqjlfxIv0YW5tbQWHk6qvfn5+jl6v5xf5xsZG0B4jqXy4PBiEeBJJfFokTpXycDjE0dERptOpx8Sy2Sx2d3f9S8KHr2xm9lXbpDC6ypeWkTkqO1bdYLSRmJiCrFoPnbsqFTmFSuT4+DhQ7AwKsP3T01M8efLE44BAyHAng98Gb/hC8mXRg0b40gFzy4rXv/3223j27JnH8EgEVQxRI+CTyQTlctlvRLVazZ8/CszP4eR4taouv2clEmAeEadSIuaqubFa6aRWq2FnZyeoPjyZTIIDkbmu9MRtrYxB7iE371Kp5POK+b09kFgVLS1hWttvvfUWTk5O/Hu4trbmK/hy/qbTaXD95uam3xhJfNWsEsUNV1dXg6wSBmvY/62tLXS7XXzta1/z402S942JRVF0COCJc+7N53/6QQBfBfAbmJ38DbzgCeCppJJKKu9XXjY6+ecB/NrzyOQDAP8FZorxc865nwLwGMCPXteImp6MRGp0UfkuTF/RyJLuKEyn0aiKVjCgG6B4RT6f91aDsqb1X96PUSytB6+hYrK3aUUQ/9HKr3rkW6FQQLfbDfLQKpUKdnd3/c5Od9K6l2ptWo6NLeOiLm6xWPTHpunYtPKozjl5UHRP7XV0x/mZkVSNpJXL5YCC0Wq1Al6VniBFvhLdUVs//uTkBKenp76/9+/fx/b2tv/+4cOHKJfLPjeS7HBrPdu0JFoRy8vLyGQyfs0w3UfZ7mrtZzKZwJ1dW1vDzs6Ob49RObpqJycnHq9je5r3yMjr5uamd+F7vV6QJcB703rc3t7Gzs6OX3ecX46Bz0CP1Wu320Elj1u3bnlrnRkdNlfT1sPj9eQ18vujoyPfd16vlUqIHbM/fOa2PLV9D+PkpZRYFEX/CsAnYr76wffaFk3rZrOJbrfrFzRBY+JGzWYzKH3MVAq6OisrK9jY2Ajqm1vMQ4VEVC4K1vfXPEFNi3ry5ElgFlsKBxUkX8BcLhe4ItlsNiANMvG20+kE+AVpAvxsjwRTJcHwvYartUYbCcI6p/bgCs0NtLWbstnZ0VksOhhX8lspDQTxuUDJg6GHRwAAIABJREFUheP37XY7SNrnXGgCuKbQEBtSF7/f7/vxcEx8ATY2NvDaa6/5F5J9U3dWD6EA5usGmLmn3W7XKxoC3Mo15LyyLVtqiLQYfi4WiwGHS9PUWOCR+E+r1fKHBauLzYObOYfZbNZz+d544w28+eabXqm0Wi0cHx/jwYMH/hkAcwiAaUXqzim/cm9vD4eHhwHp3K4L5R42Gg08ffrUP0vWBGR/WIhSCb+TybyUUK1Ww9ramp/D8/PzgET+oSmxD0q4kwGzwZ2fnwd4SLvd9sTKRqMRKA6SDsm10agS21YMjDmBWvHB8mu0WBxFMS+7C9uEc1Uw7XYbJycnftGORrPzI23u38XFRWC5KNGQCoy7Lq+1ZErNqwNwxRKjEiRATKXQ6/UC/IKAr9Z2srmcisORrKsRXcW8aBXSEmQkT09XYjSO4+WzBmYJ5qenp8E5Bzrntv2VlRXs7u4GVSEUwyIgroz7vb09b41HUeQtBWBO5NT5nE6nQfK1FiFkpWEqHFaaffLkiZ/fTCbjf881QuGZEb1ezyt2JoBrZsv29rbfWO7fv49bt24F3K+Liwt/TwaK1ANpt9u+jw8fPgyil8vLy9je3vb3KxQKQYFS4tLs3/n5ua8uwvluNpvB6Ug8aQyYGSOsNss5aLVa/jQk4roa1U+SNHcylVRSeaXlRlhihULBR/MuLy9xcnISaPSTkxNvane7XYzH46ACg7pn/Lu6Vpo3R04PrRJSNuh+5vN5nJ2d+R2M/2rKjNbeovvJHWplZQWlUsnv2oeHh3j06FEQidva2vJWDjlHnU4n4HWp9biyshJE11gqhu7J8fExOp1OgAvaPMlMJhPQSHgsHABfwUJrS2m9LOYxqiWiEVfOh2ZD0Lrk90z3AuYRXmXAn52dBXl6ijO2220MBoPgDIJarRbU6FfOEceq5yIoDYYpOhwP4QPFY/Q4My2xDFxly7MvjIaen59jf3/fl8ve2NgIshZqtVow36enpygWi368PK1bZTAYBO5VsVj0p88Ds3V1eHgY4H7VatXP+cnJSUBx4BkE6g4+ePAgqAyrJbSz2WxwChhxZ1qzg8Eg4M7pPfi9/Y7tsr86Zlvt+MPiiX1gUigUfHj5/Pwcg8EADx8+BDDHVxTf0JQaJncrqK0vqE054SGnCuIqT63dbmN/fx9f//rXAcwe7p07d/D6668DgF+YauarC7uysoJqteoX29nZWVACpV6vB3mhdOU0jcYemEGh4l1ZWUGn08Hjx48BzF6CdrsdlAfSWk42F5UvMMdA909diZ2dnWBBa64kFZLWO1N3khid0mA0iZ54lLp7bBeYl99WyoaSSYnpaU248/PzKwX4KFQgeiajJtRns9lASdN9p3tJBaPnaColheRnxX9049XyNMCM55bP5/3fDw4O0Gq1/JpkEEZdfM1N5Zzfu3fPBy/a7Ta+9KUvedhiaWkJu7u7ePPNGXmAh3yQssHDcZR3pkUSgZmy5fes8cc+MJ9Z3UvSnYA5zGJF15i6iMPh0J9lCcx5aElnmqrcCCWmtZ4GgwE6nY7XyrZ2FPEstVqUE0U8S2vYqyVG/g4DAWpFAbPF8OTJE7+rArOd9KMf/SiAWRTo+PjY4zetVutK3l8ulwvub/k8jJgCs4dXKBSwtbXlcb3JZOKBTX5WTGx5edljh8BMiWmWQNxBHKyMwc9AGIlVXJCWiRInDw4OPNu61Wohk8l4JVer1VCtVoMEcx7QwvvoM+IzU17W7u6u/zwYDAJ8BZhFu/T+nBNtj2vm4ODAF2oEZpwjfWlYcUOLANB64vPe3d31SkXHRlHyLiOdXEfcGNXK0Aj6xsZGEC3t9/tX6pVls1lvYXOdsO4976FZHo1GA1/84hf9HO3s7ODNN9/EJz7xCT9nx8fH3tolrqjvlkbdq9Uqtre3vRJhriw3Z1rSeso52wDmBGK2T9xbvQEbLNB803w+H1TJSDGxVFJJ5VtWboQlpke6x9XS0rxBRlBsmRma5mTocwfh9ZrSwtw+YM4jo5l9fHzszwEEZnl6e3t73o3M5/PodDo+msRQtx5FpZwglo3WOkz1ej04JSafz2Nzc9O7L8wrpCUzHA6xvb3td6l+v4+joyMfybFHq7HssJYT0ioVZL9bCofuwplMJohWKoeHuaAaLt/a2vJzwJIvvB9L5dgzEEkP2N3dxfb2tv++2Wx6d4hz9NZbb3mr5Pj4OLAa1tbWUCwW8Xu/93sAgC984QseBgBm1vPa2pqfT7rfmo87Go3w7NkzAPOS4rQ0y+VycGJ3t9sNeGt0LRXzY+VT/b26uLa+2crKSlA+ajKZ4PT0NMhnVW7f8vKyP7EImGcN0JrM5/P46Ec/iu/4ju/wY/qd3/mdoMaZ8ikZUVdL6Nu//dv9e/eVr3wFrVbLr3t6T6yJxhJTtC55ar1WXOb5ExTLQ9NyShRawIsqu94IJQbMa0sdHR15DgkwfyGTEkEZyucCZQqQcoyq1arnFK2vr2Nzc9MvQB73xvvzDEsuMC5I3pe1x7kYWGxQy7Ccn59712Y6nQZnGt69exfr6+tBPSb2l2NkbqGto65HfO3v7/s2yuVyQEalG2XLI2tSvZrn/F7dq9Fo5HlSbEcLTWq9dwCB+0dcUoskai2pdruN1dVVn2KSzWaxtbUVUCiUWOmcC45MG4/HqFQq3v3e2dlBu932GCGLHNIdzmazvp4VMK+ZrxQP0iqA2aaxubkZAPHlcjngWCmmZl0qpv9wjRFr4prp9XrBkW0MDmlghNQghU2UrJrL5fD48eOgdM3y8rJXhEtLS8EcfM/3fA+Oj4/x+c9/HsAM6Ldl3PXd4jmVhFFGoxG+8Y1v4Jvf/KZfM7VaDW+88QYA4M6dO+j3+z4Q9s4776Db7Qb8NK17p+sNmFOhVIkS5uB4k+RGKDHnXFDFs9PpBJEmZVc75zAcDoNkWiUikunLBcEqrFQi5DQpB6jRaHj8qdPp+EqpwJyISFCbViLb190MmJNnqSRIjOVi2tvbCw6m5TmVetAFI1EKbDPCB8yCH8xXBGZF9W7duuVfSlpySna1G4OyoUmi1AoGusBIrtUsCl30DIzowRh8FvpM9CVeXV317TGaqkqaz4XtHR0d+e+J19ByLZfLASjNTYVriOeOqlLUYA7xFwojvxot0/F2Op0A6LeWLDFSrpFWqxVUlSCGqWuaz4T3z2azWF1d9R5Gr9cLItbD4RAPHz70c3r//n1sbm76Z1AqlVAqlfyYt7a2sLe3h6985SsAZic+EdznM1IsOYoivPPOOz7gtr29jTfeeMOTZxuNRoAVv/766+h0On5dv/32294wAObVdNUyo+Ki6Gc1Cvj7JEkxsVRSSeWVlhthiQHzLHW6h8qH0ZQWhu5pRRCvsAx4fj+dTlGr1YLwtR7/dX5+jtPT0+AEIZZHZr8ODw+Dk3xYiZT9W15eDugEvA9Fme7k0yiDnzu61pzv9XpB9E6pGaysQXfs1q1b2NnZ8dYj58+W+9G0Ju0XLRXuosSeeD89WZpjZoQNmFUm1RQgWna8nrWo1IrQ48hIN2DE9+HDhwEuqZFAYF6qRyPAk8nEu5v379/3FXX5DHk+KUUpKFxP6q7qs6QlyfnhOZ+aBaKWMttUBj9Z+Pqc1XIrFotBxsXy8jKq1arHnI6PjwPsczQaBRHsYrGIN954A3fv3vXPlrQHzgGrIgPzbAilLmkqWbPZxJe//GX/3O/du4fXX38d3/Vd3wUAePz4MXZ3d/1zJ1dTj+Ej345jtDgsx8H+aeVZzoNmGCTJjVBio9H8CPfl5eUAowJmpihfaHtGH4utaUE6LabHQxc0eVYxNAKKWrZGa0nR1VX8g78B5i94kllMIisflvLL2J5N22Gyr57xt7y8HJj6+n0mMzuclkpDXSlgfpan8po0IZwUDM3902BFt9sNUqmYksKUl3q9Hrh/LK3MhceDNpR3dnFx4Z9Zt9sNylEfHBzg8ePHgRJRGQwGAX5CBUOlQKyMz4gKUtOoisViQIjW+SRvTykWvA/nW9OystlsUOSRh4RwM+Ba5hq3h2SsrKwEayiXy6FaraJarQaHrWjSPNO+FILg+aDAPKdXya98VsAMw9I6dHRVtY5ft9v1GFg2m8XGxga+8zu/EwBw+/ZtRFHkccjxeOzL63DOtra2gmKnqqBIwdFAQ7lcDvKBtab/jeeJaXIua4kRP8hkMtjY2PD4h60EyYfPB6IVU3l9Pp/3yoOTReHLrHl4rAfOvmm9MLK/tR69stsJmmsdJdYLA+YF92hF1et11Go1ZLNZv1MzK4HXcFfjmDY2NoKDKpinxu+3trb8aTTAHFinWKVAzpD+honpvL/ilKwXpoelkFUPzHbxJ0+eBBHhO3fu4OMf/ziA2YL8xje+4Z8xTwfnM2q1Wjg8PPT3J5aimJlaenxuVPK0shRY1yIBVB56DkKxWPTf01Kk8uLcUMlosUS2v7+/7184Fl3U+vO2CKUGRSyBm4C+5rcyf1Wx3vX1db/ubdSeZ2vaai961oMWTWT0Uz0MJXGTW8fDTba2tvDgwQO88847AGaBAmYPAPDvq+b/KlmW86/VZZipwWeixo1dsyopJpZKKqm80nIjLLHLy8vAfSyVSj6aV6vVsLGx4bV8LpfzpVyAea0oanStZMnf0xTn39W1YYkaNXWVcU/+jdYr19pZitUBcz/e8m80clar1fyuv7297dnbtITomikuWC6XA/dyb28voCy02+2AhqK5gXRZdVdXV4TujVqv6h6zVA//xhQgWo6j0QjNZjOoQa/uIGkqH/vYx3z7mUzGl49mZIz9Z0ULWgHKfgfmVT/0mStuSna4VkBwznnrgJa25cFp9RO9H7MNNJeUOb0A8O677wYZHkyrYntbW1u+5hnHe3R05Nck8xK5pulqNZvNYI618ke1WsXe3l5Af9EoK61vrqFGo4HBYOCtQZaY0uq2WjnWurh6JCHXjKZekRKk+ayaQ8xy5PS4yM3kmDc2NrC5uel/f3Z2FqQPLpIbocQ0z8qWtrEF/PjALb6jk88UDf5eiZoEL7Wgn31JiBEB8zxBfaltezyyTNtX1w+YBy4qlQq2traCF6rf7+Pw8NCHrx89eoR2u30FONZ8UJ5/yTaKxWKQN6dKiUEBLmiSUTlHfMkpLPSomJQSGamk1WXmoqboIQ9RFAWlh8fjcRBsAcLcwF6vF/CIiHsqlKAgNTcK5UwpEE/OmZZSVveNz0zxmel06vtLOgDnKJPJ4OzszONF7777LprNZsDpWl5eDsrkfOxjH/Of+/1+ADlwri0PjyWigRn2ure3d6U8ktZwIzYHzANk3Hy1FDaA4J3imtCNj+evauqUHvDc7/eDmmij0QhHR0dBEj35dMC84ADXEPvDQMT3fu/3Ym1tzY+XClJd7CS5EUqMoKGK1vLmTg/MFlCr1fL4CQsQKn6xsrLiJ4svg8UxFONSEJscM+Xs6PWsMKGRvUaj4e+vyegAfJRJiy6yNhMww/AODg7w5MkTX9/86Ogo4AQNBoMA1GWggdG0jY2NoGY+E741WLK5uel3QVatULxBQV6tbkAZjUbe8rEY22Qywd7enlcqxWIRrVYrOBxFq3qSMKygrT0jYHl52a+J9fX1KzgmT7Fi/1mnTcej3D8tgsg6WHr/fr8fWHaj0cjPL0F8zlG328WzZ8+8JXl2dhbwvMbjcbAmNzc3cfv2bW9Jc0Nje4zMUWmurq76DAIWIrh79+6VgzY0yZ7PXDNdtIIsCcXsEwuHch2TQM05oOLXaiuNRiM4uAQImfTKfVMcmb/XrIVer4d79+7h+7//+wEAH//4x9FqtXxwaGlpyWdiAMAXv/hFJEmKiaWSSiqvtLyUJeac++8A/JcAIgBfxqzG/g6AzwJYA/BFAD8eRdEosRHMIyPAvEoFd23uLLQiaGZqzpVWROAOqFYDEHKiNOoBINjlaaarO6r1ymi1KUagZzDyVCHuVDwqSy29Xq/nzeazszOcnp7i8PAw4A8xnw6A/9e6O9wlh8MhVlZWvOXA05o4Zp4mpLwztcQ4p5qmpJwhctmUkd/pdLz1tLa2hlu3bvn7Z7NZf7Qd+99ut/HWW28BmEUv33rrraCKJ2kmbE+r9a6vrwfscrpr9pg9TXOy5a+z2WyQkXB2duatAsIT/Hx5eQnnnO9fNpvF5uamv9/5+bnP7ABm7rpWyeCZCXqi92g08jy4p0+f4unTp77kOp8JLc+NjQ00m83Asjo8PMTJyYm3PrlOlTpE7hgwwxUfP37s35vNzc0AayavUDE0rek1nU7R6XQCGowe6zcajVAul4P7c654va5BQjB0fweDAfb29vDd3/3dAGaW5ttvvx3MWbFY9KWElKdo5X0rMefcbQD/DYDviKKo75z7HIA/BeCHAfyNKIo+65z7WwB+CsDfvK49DpYFCzXhmwczAPODQLhg+ILTNdAy0QB8WJemrR5fz+/VnSS+xheCBf+UR2axBL3fdDoNiI3Ec6xZrmcKMI/O4oA2hYQLzvKWWK+MD5q5m1q/XI9sA+Ylk4Gr5YxIluULwGJ4euyc4iPkbNG1yOVy2Nzc9JvD1tYWms0mfvu3fxvAjLi5v7/v544JzxR+1rNCdQ4pWoZbU9NIflWlpgX7eHCHrXfGNaWl0nl/JTTz/IBv+7ZvAzAHwbkGHz9+HBQBePLkSfASPnz4EE+ePAmSqe/duxeU165Wq9jZ2fFkV95XC01qKZzhcIh2u+0V5eHhIQ4ODnyfuQnYQgrqIjebTd+nwWAQHMbC+bH1vRRDU9ySXEat0Q8g4Drqe8VcVE1FI4GX402Sl8XEcgBKzrlLAGUABwD+KIAfe/79ZwD8Iq5RYsrUZcUD1eAKvJfL5QAUBeaKAZjvUBTiSXwhCbrrLm4DC2yTv1fAE0AQ2SOgrOdYZrPZ4IVvNBr+M+uA6elNZH8rcKwsdYv7bW1twTl35TQe3VVbrVZAVlVgvlAoBLmHKysrnpfE9s7Pz70SKRQKWFlZCXIzDw4OPEdoOp36CCEwe0Fu3brl56hYLOL4+NgfcPz48WP0ej2v5Bih1TMJNaGcZ0ByfIyEcQMbj8dBwjmtXb6gDGRYjqFNkNcXTBPEOWbOX6/X86cLATPLcWlpySv1KIpwcHDgx39wcBBE4tg3m9xsq7LevXvXK0Lm0rJNLT7I79vtdsCHbDabgaIfj8dBVoZGcBnt5ZriwTGab6tYMftiI9y6kemaymQyiKLIP1MWYeS5kmdnZ2i32348PC2KlUiSDvoBXu7cyWcA/hpmx7IdAGgB+AKAZhRF3PKfArgdd71z7lPOuc875z6vKSWppJJKKu9FXsadrAP4EQCvAWgC+PsAfijmp7FJT3oC+N27dyPuGMwH00gSj3MC4CN99M0bjQZarZbfQabTqTfvgXlFAprZuVwuiHqwkiw1/fb2NorFov89T4TRWlu0dAB4i0D5YktLSx67IGamu6y6x3qKt41a0bJhtIt4Bi0XYjYAghry3HE1D25/f99bq1rPHZinUtGyoTWru661YtbX1337PKmauy77yvam0ykajYZPUXnw4EEQLWQuKS3DarUanM7Eey86BVrPfWTlE/Zf8yT5uVwuB66RpmWNx2NP3eH9m81mMH+7u7v4yEc+AmCG12gJ8uXlZdy/fz8o9/TVr37VW0k7Ozu4c+dOEDHXyia02jY2Nrwl0mq1AmuREWq6oLSK+D2jvza1jB6JVjABZu/dxcVFwMuy1msczYHt0ALTiKtGneNOHTs5OfE0ldFo5OlOwAzD06ocH1ba0X8A4N0oik6eD+IfAfjDAFadc7nn1tgegP0FbQCY40jA/FBNPYPw1q1bPnzPyeIDJxFVy/gSdARmrpCW/l1ZWcHm5qaf3P39fezv7wclQDRlpNVqIYqiIF1DXT1VkGx/fX09SN9QiohzzitCYE7q4wG4HAPvBcSfE7C8vOzngAX+uOCWl5exu7vr+/Xs2TOcnJz4l5BYim4UOic2ob7f7+Pk5CSgJFBZA3PyKJ8ZS2mzqOFkMsGjR48Cd1n7S4XGOWFyeBJHSN11bU8TqsvlckDpyGQyQV4gMRtgjpNqEQDikBQe+Mv52draCtJs3nnnHc/zy2QyuHv3rt90Hj9+jLfffjs4Q1EpMcBsXVCJNhoNT37V1C4qGmC2+V5eXvo5vnPnDhqNRnB2JYtpArM1w7Mr+cy1eCjTpmz5aD3mT7HLy8tLdDod3x5hET4Xrmk9L0JhI3L5tAS7bsQMRCnXL0leRok9BvCHnHNlAH3MDsz9PID/B8AnMYtQ/gSAX7+uofF4HGBWnU7Hv/R8WBwcMD+4ApiBxDzDToVWwPLysifuAbOHWa1W/QvNZHB7biSFxE4qsfX1dbTb7SAyeH5+HryAo9HILx72m/gSeWMEUKkkNdJEXhVfIjKfNRnYHqYLzC0V4ohUOrRMVMnx7ElgXumUBe1YfZYLvNVq+XMQKTwchKKLn+xs3r9SqWBjY8MTGzkOzsnKyooH79l/YixsW+u123plJP+qUlRLjoEgexKW5vVp1gaDCnx2PJ1dLTUWIQTmSf5UIAxOEZSPogh379719+c5DKoQFF+yxQ8o+l6wSAAV5b1797C8vOwxJlZu5UEiW1tbKJVKQYRWa8wxyZ/PhPPLOVpdXcXGxkaQL6rBi8lk4mvnAfNgjxbqtIdI60axvLwcVLdlJJNnBixSYi+Dif0ugH+AGY3iy8/b+jSAnwPwF5xz7wBYB/Cr7/ceqaSSSirXyUtFJ6Mo+ssA/rL58wMA3/de2iGnBLiKe4zHY5yfn3t2NCtq0gxtNptBRQe6FtwB6vV6kILD/DLlBJVKJW+Ws8SIluopFot+h9re3ka1WvXX8ygsdXlonQHwJjp3mDt37gTnTvLkZMVgyMHS8smDwcBjYE+ePEEURUFaTrPZDCgParnQytMjw15//XU/R2dnZzg8PAwqgLDGFZ+PpmqxmoLuqktLS/7Z8V/Oyfr6OiqVig+Xc361/LNWhmVVEltDSk8+Vy4ezzRUDlKpVPKWGeuP8ZlxvWlpIeWpka7CZ0Z4g64NU6o0kqeWGa9h/0qlEu7duxfQiGwFBz2yj5HYer3u3clsNovT09PgVPTJZBK4tFrlolgs+vxKAN6T4PV0N9U6X19fD6zRXq/nvyftSY+lU1Y+x6s0oXq97i1JZhcoD0wtPZ6wpZQLW94oSW5E2pHmufFYJz1DEZinIZ2cnASld0h3UJC21Wp57EBrRAHwCk/dSQXimRhrI6bqYhYKBa/Ubt265Wkf2n9bX14DE6urq97VuHv3rucdqRIDQq6b1u3/+te/jn6/7xcIFz3HTNeRL2mpVMLm5qZ3qV9//XXcvXs3UOzHx8fedGewQvucyWSCOl08sJb9U7Iox00ZDodwzvn+7u3tBfmmNj+WokpR03qIxejhMMBcaRKT4xqislSc8/z83M/PysoKbt++7V94urJ0R3kwMe9DV0d5XornkG/FJH9iaBTy8BSf2traCgIYFxcXWF1dDdLZCoXCFeCcG8+zZ88CruBHPvIRX8aba0Q3OkIiCnfoxkW8SgNSms9LDIufoygKyK8k76o7fHZ2FpC+ldJBio4aB6S+AItL8dwIJcZ6WcCcsa8AoAKGtAqUfGrZ0YeHh56TRMuNWEKn0wl4ZYx+UnFcXFwEBfGKxSK63a5/mAcHB8HJxKwoQSuHL7SeBKSRQh7syheEL7RGXwhc64IZDAa+z0dHR1d23VKpFJzwpBhQuVzG7u6uf6nu37+P3d3dAFPSyh1MelfeV61W80qML6QedqIKjIAxX5hsNhucYL62tnaFXKpESeWD8ZmpkuRZniqKZV5cXPgcWmCuxHgNq0Po/JTL5eBAZa0YQTxQI3uFQiFItlYFwUitzhdPJwJmLzMPmOH9q9Wq/z1zN0ulUpBvGUVRENzR94YHf9CjIMZHJTUcDv1BzsBsHZJUyzm3a1Cr1fJAGw1Yra6uBpaYziErl/AzydxKttXDWR49eoTj4+PghC41JBZZYmnuZCqppPJKy42wxJxzXsMzBUZPp9bIhDLhKVqFlGY289IymQwqlUrAh1HOD39PVyqXy2Frays4TkxzxpQJD8x2vN3dXb+jMUrFXY34Ca0Q+vlq5ZCCodYF053ihOFt7mIs/6wYkOY+kj/EPtBdUfdtaWnJR7rG43GQu1kqlVCv170lZ7Mm6D7zGdKy1Fr+Omc2547seMXgeCo3AM9Et1VALc6pwvM/eb9CoRDgPcrVY3UGUlKYhaEnDU0m8xPHV1dXPVsfmFnnDx8+9Dy44XDocS/eX6OlvV4vOKKNGK7y/IizcVw8/VvPMlDYhec+0BJj2RuNeJ6dnQXu4dLSkp9TXq9R9Hw+7y0/5k4qzkq8me0B82j8ysqKjzpTWNacomtY8TFgnhFA63tRXbEbocRyuZwfHF0RWwpHF6mex8eCfxaEthwmTgLL0Kjr1Gq1gglUcutkMjsuTMvKKHawvr4eKBxyyBQErtfrQSiZ9a/Yn/39/SDPrVqtBgcK86Ba5RlxUQHzl1THHEWRX7AsU8w+PXv2DIeHhwFtpV6ve5CY88cxOueCUjyW4kDXTTcS3XjIO9O0IK2RD4QHQdgj0HK5nFds7E8ul7ty/JcNLCiGpe4sE9g5HpIued3GxkZwyAYpFJRSqYRarRbUkNONjn3QsjQ6b3yGmlqnEEUul/MbBTfbbrcbnIvAszf13EhNTWNOLl3cRqOBTqcTpAmNRiOP61n+4mQywcrKSkDGVthDDzPh77WOHoMhivNpeSWbn3p6ehqcDaEBBDt3Vm6MEuNk8BAIffDT6fTKCcCaLKv8Ep61xwXrnAuInsy74/0YZeP9qNAU43r69KlfDGST82Ewz09fIJ4byf7oGYdWqbZaLTx+/BgHBwe+z6zZr5ZAp9MJKgwQt+L8sdIEMOdJcY6EaQaFAAAgAElEQVTq9TrG47Hn1vEMTc4ZFTGtCxIVNW+OuBQAf1ALF+zq6qoH54F5DXmtCcfNg/3X8Vl2d6VSCTBBKjy2z8qyKlq0UNn6/L1eMx6PfcQSmK05BfrPzs4CC4KYph6o3Gq1/BqhtU9Mi3OkCkErODDSq9V+NfeVNeuIQ3FMyqgnGVYzSer1uu9jo9HA0dGRf+atVstbc1wjaq0Tl9R8Ut6Xc6CHuxA3tlgwhZV6lYunSrLb7QYJ7FxvNqfZZgTESYqJpZJKKq+03AhLTF0JxTmA+ZmF3FnJL6FlQy6KUiSse8eTWoD5uZLEDqrVauCa8RpaDVEUBSVQWNNf6QeKD2mdM/bX1ubS+u4nJyd49uwZzs7Ogj6R6gHA78B6grZSGFjVlLvwysqKr3EFIHDNgLCEDTDnWSlGo8fY0ZVQLp6WxmFKlGJgrIMPwLtaWpVD04rs7k8IQdeE4qbM9eRv2B/eT9cOAF8LjPdvNpuBZcXfa+USrXpK14j3o6uj9B2lSFh8h2lPCpEoZ8pWSWF6T6PRCCKgWtGYuDHnjGlctNRYMZgexHQ6DVx4Wl3qvlmKhcIupDvoiU/qzrKkFX9PhgHnkB4JhVU54lLK9JkrpJEkN0KJXV5e4uHDh8HfNN3BHsmmZipD/+pqKAmPxf74exbYY/Lu+vo6Li4uPLDPyVWztlareeVUq9UCIiUXoy5QDSWTrKu5nbpoHz165PkzVIzb29vY3NwMjhRTWgmTypkmdH5+jmq16hcJAXilMEwmE6/46WZq7SaOhX1WRTIej/1/bLfX6wWcHyp7AL6oJcfcbDaDjYR4lsUhtXS4JqmzlI7iQdPp1I93Y2MD5XI5oANoKZ9isYhGo+FdKx7qofXKbKkXrfHPf7mmHj9+jG63691HHuLC/hCY1/6okiJdxHKglFZE4F/bsOWFVInxwGUlBGvhASowzjlpJVwjPNhDixqqccEDpfWZKfbJWmW6kSn2y+ANNyKmGWkJa/6O19uzH5LkRiixyWTieV3MkyTQrxETYG5ZaVXN7e1tP+Gnp6d48uSJB1mZ6Exu09bWFmq1mq8OwHrmVDrHx8cYDocBpsbaRgA8iZKTS06WBgoUk+v3+0HeIa0erd1FzExPeGLVAWC+QBWUHY/HV7hvnCcC51rVVrl2bF/xDYuHaDIwI0X2oBKtQmEPUlFGu/Lk+Hv+Tp+R1srSKhPdbvdKQb7JZOKtb1YtZf/IPud88nBezRtkTi0wTzjX+w+HwysZD1p0UZPQSeTVyiiK8XHN2rxDCi1fPU2JwLryHxV3okLRfFLdeGgV/f/tfWuMZNtV3rf7/e6q6urpnu7p6Zk73LkXX2RyLQeQEggJCbEtwHkoyChSDFhCRHYIihDYshT4gwRBISIiInKEZRyBH1EgWAoRLyXxL/Ny/ISLfT2euT3T0++u6ud0T3ft/Dj17fr2qn2qeubenumxzpKu7nTVqXP22c+1vvWttbRilgZjA4hqPVDz0U3EFuhRi4VJAdieUqkUbYInJyeRg4sHE/uEnDfV5lW75iHSqfI3pcDECimkkGdaLoQmpp6mWq0WubNZMVtPHHXfM8aNJ87W1hZu374dTIfBwUFUKpUoq4Rychj3x1OdTHOeIPy9ZpZVtZmUEDXFlP3MkCrl49DDCWRaBNOk8J40vfgOu7u7UeZSxk2qCWQryWxsbLRla1BTQFMVE9/Qe2mGApo2msqYedEABE+i5Z1pviytNk3voZrHajrY3FT8jXr7VJNk+A3nDfPPEWNkhW6a68w5xxJqxB/Z38xpR9NncnIy0q5plvH59KLZ8dM5oJoZM7NQeB1/T63PxmNqeiFCJOr1tp49vivQiopR7VCpS+op5TsrH65cLqNWq4Vsvnfu3MHm5mawUIg1836Hh4eBCcB3UhoOq7hrCixaEGxHJ1qFyoXYxAYGBsImYycAbXt28s7OTjQJuAB4PbEjqqFaKg3I1F4FQPf29tBoNMKmxVzjfF6pVEKlUonKaZEXBGQTXvO3M3ZSMTtdsIODg5iamooGnwuUm8LS0lKU+FHbw2cwBznQ4hkRaKaZoQRBTf1Csq1SOjRhHftfA75t7Kjem7GkWmdATXSGJWm+djWX+bcGgPO5QGtxc5NiCAsPLubC0sSUOic4vzjGdM5ocPT6+npU97Ner4dNjiC1guB0ngCIUndTNKGgrWFAyhDnJqkGOocZc8t+n5iYiJIGcgOwNSUUZxseHo42Qda75PWK5Sr0wD4aGRnBtWvXAGQwzObmZujj+/fvY2VlJaLZ9PT0BKhgbW0touX09/dH6Y2AzES2jjA9uJT03kkuxCbW19cXBd+q983mFqeXSzWvVKEJCj1heioCLZCWWBNPuNXVVWxsbES5nzQOj9XGCQ7fuXMnVBsCWhkbOHmslnJ6eopyuRxOUObgV9yIhU2UR2XJoZrokROOE5qcKEumpBCzUc1IOTlcQJY8qhiRxhayoroG79pTVLUAVpbmGBCv0aB/y/gfHR2NeHOaIJBESeVtMZ4RaBGOlZxLbYztr9frESdKOU/adqAVIE7tfWZmJsrfVqvVQuyhvo/y7PSgtps06yEo6E0LQueIai72GQwGZ5+tr69HAdgE1jmG5C/qYWwdXKpszM3N4ejoKCpYzMMDQOBKcow4Jnwe5wDvr5YGRa2NgidWSCGFfMPKhdDEnHMBvxgeHsbGxkagPDD1tI17o6m1tLTU5vlSLUE9Qvx7cnIynAA0jdSVzYh8oJW7nidOo9GITI+7d+9GOf3pyaI2SHa7YgVqnhF/spwgRi7wHhoGxPfjM6rVKiqVSpTaV+MJaXLzpCNbm6cb8Sie4qzIZCkelrulmJqtScjnUk5PW+W4GCalvCyL76gpNTQ0FNL58Pq9vb0o++/169cDfkMTnvdnrjLNjrG9vR00UfY7vbuXLl2KygaqaQ204zXM4W/jN7Uknv7eajjOORwdHUV1LqnZKCNf8/BvbGxEsMnxcVZzkmOwu7sbeXg5jto2pa2Uy+Vg9gIIJepI49EaCkCmfWqZPmqXmiNOKRnkIWoEgnLxGo1GwJPZB/r/TnJhNjEtrKELmuAyFyhTFdP8W1paQq1WiyaFFtelKOhcKpUiDG5lZSVKlUPzDcgGU4mj29vbWF1dDSRCFn4lZsYQJE4e8l3U5tcYMy5GcqkoumGQ0qATQkucEZjXOgJaiIN8HsW4NF01+Ui6IPQd6P7WHPmsNcB3WFtbC2NiTV86Y5T4qPnrvfdRcV+NmQQQkuUp5YTzhNdPTEwEDGt6ejqUveP7sO+BOF8+3x9ASOUMZJuExj7qhsH5pzy4vr6+cFAS0NZ03ppahmmHNLhb50S5XMalS5dQrVYjAjLvA7Rz+9bX16ON/fT0NMR4ss/GxsYi848FUYBW6Bnv12g0sL+/HzYxwhO6kZXL5cgJo5AIybN6MAFx+ialSvEZ+r7KM+tEtei6iTnnPgzg+wCsee+/pflZBcAnAFwDcBvAD3rvt13Wgl9BVkD3AMAPe+8/2+0ZCqyz8AcnBCe/ahE6QZnZVUFXzQpK8FKJjxMTE6Hw6crKCl577bVwCjKnEUFbm3WVREYOSrVaxezsbOSZUpCeudm1wIN6L3d2dgIewAHl8xR01dObWhgn6OjoaMTxUVIk0PKOqfagxXDJ6VHgXzlH1MIsIVQ3Cc1BzwnIMdjZ2cHGxkYE2CtOx4gL1ZQITFMIDAPZZqPZe3t6enD58uXACxsfH4/yjzH7glbH1lhFcrg4R+iJJO754MGDCJc9ODjAwMBA2DA4N9QDrf3PQ0ILwKhWQnxLeWuVSgXz8/MRzqj1U3t7e1GpVMJmfP/+/SiJQKlUinBSbg7sM1b50joHzJ2nz+P9ba0LetgV07LZXlixiWM2MjISxuDWrVuhf4GWtUFlgUkMtGBQnpwFE/sIgLeZz94P4I+9988D+OPm30BWsu355n8/hjNU/i6kkEIKeT3SVRPz3n/aOXfNfPxOAN/d/PdvAPg/yAqEvBPAR312BH/GOVdyzl323t/v9IyTk5NQf+7+/ftRxWytmwekKwGr54LVsHlq2owG09PTKJVKwfTY3d3F7u5uUJvX19cxMTER1QDUkmzE3BhywowLPCFZCkzxKDXViKco/kWtR2P9NCSDJ77ms9JYSfK4LDdNMxEwqwCAkL9fs2yqJkXem3rzNMsoRU30wcHB0AeNRiMyN2miawryw8PD8HzmpeL3m5ubwRwCslN+bGwsnNIcU+X6aVYK8upsPjVqCY1GI8qpv7+/H2p7Ahnl4uHDh0FTIGbHucfoAWoV9OxqCT2NNSWmqvncNBaW/cb+pWeS2B+QrYv19fWgbc/MzGB0dDTK6aaZVcvlcvQ9MUbOmaOjo4iiQZjGcjapmWn9AopCDKenpyHtN3/b398fYBtSlbieV1dXI2/k5OQkyuVyVHW+p6cnSmmVJ4+Lic1wY/Le33fOMYH4PIAluY4VwDtuYg8fPgzpYba3t9uSJGp+sYcPH0aDYQt33L9/v83Fb3NZEUSkaFzi6OgoKpVKGJyVlRWMjIxE+IeCtPV6PYqDsxOWWAI3IJolmr6a5pvmwC+Xy1EO956entAnjBXVDV2Dyom/cAFwAiveASAy11RdZ5u58dLU4oRkjUmNnWTAMPtbaSUk8xLDsmRSBozbuovcpLz3EcjNdNkaS3lwcBDib+mo4IKkU4Pvz7AkjjmTWGpZPqX50NzU4GmgtfmwPiPnFPtfOYoMbQKyTWpzc7OtRoCmzyZXkAfY8vJyVCqQRaSVj0gcCmhtiJqOms9m2wkj8HpLxdnf3w9zEGiZeBRL6lbclbxAxV2ZPoiiGybxM+U6ahk/y8NTeaOB/RSZI4nIOed+DJnJGdnKDKC2Xg0FWQmmA1n1oPn5+Si6XzknnHzKlmauJaCVYUCZyTMzM21xi/yblbS5QTC4lwuAWWb11NZNl1iXZqSg5slNhZllNaBas2Ky5qOC56wOAyB4qTjB1AnAPlBNywK2zJqqHiIN3uV7cdOhR1dB2J6enhCIPjc3h+Pj46DZfO1rX4sqku/t7WFhYaEtFz4PkoGBgQg0thgfY/r0cElFIbC/WJ2cB4mSYrV/lXCtnjggJg9bbZ+5z3i/2dlZPPfcc6H/WC1cDxkdfyDTVI6Pj6PqRMfHraLQ9Xo9AtbJhdTIFv398vJy5PFVoi37S7Pf8nNdRxrLyD5RQq/2Dz2sGjzPcdR+4v0YQcL3s3n4VOu38rg8sVXn3GUAaP5/rfn5XQALcl1uBXDv/Ye892/13r/VBqYWUkghhZxVHlcT+xSy6t6/gLjK96cAvM8593EA3w6g3g0PA7JTg2ozQ3ZUS2BmTl7b19cXZTBYXFwMKjlPZGpmjA9TTtDS0lI49egJe+655wAAN27cwMzMTFCz79y5E7JaAtkJ+eqrr4b7e+8j3hk1HnqqbIgNc+GrZpSqraceW8WP+E4a2kTOl56Kql0xfTc1J2o17EOq7epBpReW92cmBhXVNp1zoY08VZXdzXdn3ywvL0cYnPLiiBnxe1JU+L1NdbO/v9+WvpthMLzf8fFx0JaJJ3IMNTIAQMgXp+auUiwY9qVUENUUqInzfRcWFnD9+vWoovj9+/fDc+lpVlOq0WhE2iq1KM6V7e3twAdkH2xvbweNkLCFxoNqKBjba2MxiUn19/dja2srfM/5xHW6v78fVQRnfjhqUqytqh5fxV0HBgZw6dKlMIYss6fcw6GhoTaTOyVnoVh8DBmIX3XO3UVWLPcXAHzSOfceAK8B+GfNy38PGb3iVWQUix/pdv/mM6K/7QLVNLx8UXWna4K9xcXFQEgFEGrbcQGenp5iaWkpylV1cnISUvMsLCygXC4H83Z1dTWKAeP13ISmp6exsLAQ2kMMT0FbbX+lUgnXAgjJBDWOjSC4UgSY0hlomQK6aWkAMImaGvKhHCIWO9FUx0q5oKmm5tvm5maEv6hjgbF/fD7pAsrz6u/vD+9drVYDIZVjquabBszz7729vWjT1IBq9ply+7h4gGyTZPodtg9ozbvBwcG2VM/e+1BzgLinLiSFCLihqXk/NDQU3pcFkzUfm5q+k5OTuHr1ajQv7t69G+Ye76dt39jYiOYEA/Z5X8bWcoxJJFWHk6ZTGhsbw/z8fGjD0NBQhMHxUOWcInatB5fyA1lflVYWa3EqRFIqlUKfsFAMN0EShImV2wNU5SzeyR/K+ep7Etd6AO/tdk8r6u3r6+vD1NRU0BIODw+xu7vb1jn0wvT29kYg8czMTMj8CWSdpxkO2Kk8ochl4SY4MDCAo6Oj8P36+jo2NzejuLfFxcVwqr/wwguYn5+PKucw3hPIFsru7m4Ul6cZNQnoqweTvDfF0TRxI3E6TshLly5FOdesJsXMpBocbDNgPHz4MMotpXF49LTxGQsLCxgdHY1i/RTH5IZCrWF9fT3C00qlEiYnJ9vyiikwrt49ehc1WFgjDug55Jy4du0apqamwkHEQ0XjZZmJA2jPQtHbm1VAZ/AzGf6qlTA5Jv9mkkH+zewnQDZn+/r6ov5UzbNarYZEmABCMsNarRY2LWJeerDpJpPSlBXXHBsbC04xzgFmYAFaOfsVY5ubm4sKe6yvr4cx46Fic87x9wT9dRNVbh65csQliS1r+/b29iKuXp4UsZOFFFLIMy0XIuyot7c3mHO9vb3hZAKyU0tDQBhDqBwi/V7zhAMt759muNQ4QFITiNssLCzg9PQU9+7dA5Cp9VprcnBwENPT0yG99UsvvYRSqRRMtbGxsZAuCGjlN6M3lDFvlJ2dnbbMGvV6PeRfArKTmhoe0KIoqGepXC6Hd2LFcjV/NH01MxZQjo6OoupDNDU0k0ij0YiyiirXbWtrC5ubm1HF71KpFGXb1bAkaqqquan3kPn71SOt7nxqZbw/UwExE8rLL7+MarUauH/UfHg9NXuOA0vAsU+2t7ejMClmbeX7j4yMYHp6Oswzm8aGpjXHh3wv9i/TMWkWEOdcmKO3b9/G7du3sb29HcaMNBH2IftM42k1hxtjdlXjVhOcmi7f6d69exgbG4tCx7QWBS0DDdcqlUpRzPDR0VFYB0zToyXbyB/k9Rqrqbw7Pl9TB3WKobwQm5ja1kNDQ1FCOwYOcxNgSI9OHNIYeL3GxhHoV36KjUvc3NyMNhkFUEkdUNu9Wq2GOLtqtRptnDQNOTlWV1exv78f7s/0JPyeeaEGBgbCBKrX61FA9/T0NBqNRgB519fXI15Zb29vlN9rY2MjXAtkmAuBVn6vJcdIlGWfsgCwOhaU28Z78/+bm5tR8V/WRaBpUavVsLa2FjY50jt0kT948CBMcKbd0dhCzfEPxLgSC0rw4JuZmcH4+Hjoz5mZmWjOMC6UYzYyMhJhhLdu3cLBwUEYs93d3bDxcMynp6ej5AKaAJDmrqYo59wBMh7a4uJiWPA6JgBCUs+Tk5OoDB3xWL4zkxPwHTQRATdpxRaVCsIkifybz6P5Njk5icXFxUAKL5VK0cHG91es7uDgIEAe9+/fj0KpiJcRJmo0GiGhKdv74MGDAOOo0wPoTLG4EJuYTkgm8+PA83TRU9JmfmUEPYBwWmkyuUuXLoXfj4+PR5liiVfxnuvr65icnAyTYX5+Hjs7O5H2ZPlZJPKxvcQfgBa+xeczbxWvpxeG4DLQ2njVWQC0MCMmYuSAky2uHlrFS6anp6NFZ3N9jY6OYnBwMIrTYwwpx0QnmG6GvF5PWf6fi/LevXu4d+9e2FRsplkCzFopZ2RkJDqlbVYLjVCg5kfNdW9vL6o1enR0FEVRUBNXciv7FcgW4L1798KCPDk5weTkZBiPSqUScaYYN6gZGpThT+Cfzx8ZGQnPBlp1IQhi12q1UBxXC9Jo8dqhoSGUSqVw2E9PT4cgbrZBvZUcR27UqTx7q6ur4Z1ZNezGjRsAEBgBtJjK5XIU78v5yD7/+te/HnKasb26Tvl8dSbV6/XIQ6wOu06M/QITK6SQQp5puRCamKbcoNZDrWBycjKKIdva2op4X+VyOXJNU/2madHX14fp6emgpZCeoaYOM3EC2YkyOTkZfs+sn0qZOD4+xsrKCoBWXJ+mUlb8RCvCAC2zgKbg3NwcZmdngxcTaJkj6jFVFz3zrfHU0/AMPkPj4GhyqymiDOuBgYGIXU28SUvA1Wq1Ns3GcozYhsHBQRweHgbNhniY0gr4XBXVClSzo9ZF06VcLkdl1h4+fBh5Z7e2tnDnzp3Is3VychKFCSlFhF5BPn9rawsPHz4M5i9jGa32TGGNR+WpaZgR4zptaBefV6/Xsb6+HsWeUjvmGDIKhZoZs1y88MILADKLgSYfkM07xa+ImWlUhWaHofnOucqUUxxDZonVzConJydhjJhZhe0lRKDeRoUQxsbGojl+dHSE7e3t8HzSZJQfmScXYhPr7+8Pi3p9fT3ik4yNjaGnpycsIKau0U3lwYMHUVoahg4BWciHJvjr7+8P5gDQimNTQFODi1kDkKbCysoKlpeXA14yMDCAarUapTRhu3i9bpLkcxFreOmll/D8889HAcdMecJFMDQ0hP7+/ogzpGFGU1NTqFQqEW+MbQMy58by8nKbOanER4Lb7PPZ2dlgZo2NjWFpaSnEJm5uboa8/OwjBhBzjNQRoSFJKmwH+1zzl6np1Nvbi3K5HELDpqenQ/EOPk9Dvba3t7G0tBTKAHIxcRMfGBjA1NRURHngRg5kG8SlS5eCc4cQBufY8fFxlLpoY2Mjoh+Q96bcRJrI/Nt7H/qHRV2U58eDSQ9XAKEN169fx4svvhhSSk1NTbXFpy4vL4dNiOPLMeOmoiXelJrEkoDsA2Jsen+tlcr6r+TWMfRN54g+n+RZxSUZQwu0DlJNOZ4nF2ITGxgYCIx5JlfjoHHycxNSrQjINKl6vR4W3PT0dMQU5oRSXtnw8HDEZmdmUj7/9LRVCIQxXOodWV5exp07d8L9ZmZmAjZRrVbR09PTVkiEQnIuT9Bv/dZvxfPPP4+dnZ0woAcHByELAZ+hDHXFjgBE/C4g2xS0uhB5bkrO1Lg0FgfmomOfsE9JnFWg+/DwMCx6Lk5usvV6PQLibZJEYmCaWZYLG8g2FV0ACwsLuHnzZqQd66k/NjYWbXrkWXEBb29vhygGAMGTy/YpFgNkc4Z54oCWd1YzPmhNx1qtFnmkgTg/POckFyS9pcq5Oj4+bttElbBbq9Wwt7cX5vELL7yAb/qmbwpaZH9/P3Z2dgKu9sUvfhGvvvpqhA2rJkZNSrFeDQBnrQserLwPM7rU6/WIlM5Eji+++GK4fnV1tS2xJuc0uY3EzE5OTlCtViNnjlYALzCxQgop5BtWLoQmZqsdaX09hjtoVk31TrIyj5Z31xPl6OgIg4OD4ZTjCczvmSZFM1Sqpw+IKQxra2u4c+dOyH9GJray47X9pFMoz216ehrXr18HADz//POYm5uLYhepLap2sLe3F1EUFIdTFZ3vpGlWeKLp95pDnplhLYOepyIZ+HwOM25q2NLw8HDoU71O/0+hBsA+ZyZV5YGxXQBw5coVXLt2LYrDUw4UU8Tw1O/r6wvaGtCKG7TpkbSKu4YtMaUNNb+dnZ3ggQVamW9t/jX1tKn2TTiDvyflRDU3jjnfl1kvND70+Pg4vBMrLCkuWKvVQu2HL33pS1hbW4synxwdHUXrRD2XuoZ4v4ODg+CRBjKN23qsaXHUarUQTQNk87pcLoff12q1iEZDzZh/U+vnGFvz+cKbk8rzunTpUlSaand3FysrK8H1y5AR5ceoaUEqAF/64OAAIyMjET/l8PAwqLHEEtiZ5M5oQPfDhw+DKbW0tBS5rrn4aIrpBktR044Aqwb7cuPkPajqq/nIUnV8ZzVx1Uzk96rqA3FqGuYi4wTkBOY7csIpJrW3t5fLtRsYGIgKDDPNjA0V0YNI+5hplHk9A/41Dcvg4GD4+8GDB1G6JT5LU+0AcT73/f39CGMEWpQVmq8Ubg6cI+VyGScnJ1HhFK1hQCCem5AudiA72DQV8+bmZkitA7RMPc7RxcVFXLt2DY1GI0pRZQvWKFGaZFkN49E07QwJ0pxyaqLR0aCJEnT8Tk5OUKlUIlhGE12urKygXq9HJHItbjM4OBhK0QEZjeXo6Cgc5tPT07h69WpEcudhDTwjm5hmRtWaiqyIwk2MFVyIBSwuLobBB1p5tXj97u4uyuVy5Enb2toKgCSLJWh+eg2sZRyfJpcbHh4OGNjY2BgqlUoUuKoxZTwBlWmtxNL19fXgLNB4TiBmgPf29obTqlQqRZ4lLmBuUpVKBd77MKEPDg4wODgY+olZWLlp7e3tRQRhJgFUPEKBeS4m3m9ubg4TExNhgq6srIR76vuoTExMhM2GnirNaKCbMDctLWRSq9VCn1Iz0jqQw8PDwYO8srISkU+5mDVjL3PCAwhFZ7nJcQGpI0C5gYODgyiXywFDq1arEbveORdho2wvx5cHAOc8x/fw8DBo39vb29E1DKBnGwmKc8yq1WpU5V0BdqBVxUu9rOxXIHM2qNVDTZxtJkar1oItIq2aHi0B9X4qQ599qLGY2v5Om1iBiRVSSCHPtFwYTUxPa5uhYGpqKmQU2N7exsbGRjjFFxcXo1OTITfUKhi5r2z25eXlcMKxirGm1WUmVSA7lTWOjhwznmzMd68nheI1PH00rQ3fA8hCXPb29rC0tBROPZasZxtGR0cxNTUVTlF6bxUjU/NrZmYmpIgGMvNQawzSvU8P68rKCvb396PQJXV/q0YIZB7Wmzdv4pu/+ZvD8/b29vCVr3wFQKbZaZQDvZE0oaenp3H58uWgvTLmjn1GNrxmyVhZWQm/Vw8b+wNApJWMjY0FbfnWrVtRmhpq1mqKaWyl5qbnc9R7yvxnbC8pNsR1p6encXx83FaeTNtJbY/PU42mVqthd3cXm5ubwQyt1+uBzsMxJJaoY8czRtkAACAASURBVKYZj8fHx0Mf05yjlEqlEDLHPj84OAhzanh4GFtbWxEt5eTkJLyT1VLJS2SfssaBeqh1nVDLo7Y8MjISZeHgGGpUR55cmE1MSXMKSlOFpuu2r68Pt27dily3mqqYidfU9TsxMRHRDdbX16PCqxqSAiBKG0OzhrY6Yyd1QSsGwhqPbA9d8xrnOD4+HpkWW1tbWF1djRJBHhwchEGl2s8JQeyD5qeC1tqHvJ9yf/jO29vbIecaQ4w0Z7663+ko0fTNN27cCGMyNDQUXPsUTc9MsikhgBs3buDy5cuR217j+kiU5Ca2ubkZFgHQittTSokGN9NU0+Bkdb5wXIhxDQwMRPgQ6R86puoIIL9Kc9wp6XpychJ7e3sRFUgPZh4QBMGZn58bxNLSEur1elSogxsf28l89EqIVhNfc9zp+2otiImJiSjxI8sdsg9GR0cjaENNZHUaUTRlN9NFsb0sBqM55tgvQIaR1Wq1cHCOjo5GuOyF38S0Jl+pVApkQqC16IlhEZD+whe+ACDjbDFfE9DKc8RT8ebNmzg5OcErr7wCoFVkVDOwWiBfOT3kiWkMmMY5knNFIf/HFsLlAiyXyyiXy2EBKLajdQU0amF/fz/yXm5tbQUsDcgmgp5kTJBHTYuaGt+JRUSUbKqZSsn4V01MFzExRG6CxNfY3kqlgvHx8XB/Hhgkq16+fDngRyocg+3t7Si/2f7+Pu7evRsWJflO1JZYt1HrYGq1I/6tHKSjo6MIv1G8h+x+zb+mhUdYxEI1y/Hx8UjT5RhwPGzsrUapsNAJcdc7d+5gc3MzKgTCMVANXwnGFE1cqYRg4nBKwFXuIR1e2k71YI+NjUWFS1ZWVgJfkPdTC4SbOOe9zieghXPy+awzoQ44zYLxeutOFlJIIYVcWLkQmtjh4WHgtwBxXBnj/mzqZnofl5aWMDo6GkyVarWKq1ev4uWXXwaQqdWvvPJKwBb4O6rypVIJU1NTQZsik13DjsiJAVo5yfWEIm7G70kDAVoeLd7fpu2lmq8mDblnpEAQb+ApuL29HRjcAEKEAU/+wcFBLC8vh3xazNhgU+voO1qTamRkJKoBeHR0FMV23r59O2gOW1tb2Nvbi3hnQKvOAOMqqblMTk6GlEW8v2qz/I3yyEgpAFrmJftDnwO0MpOwffSaKY/NxpYqzYbjprQYIE4HruYqTWfOgc3NTdy9ezfSlDnWvJ+aVowN5nswTlPTbPN6PlNNQaDlYVbunmrXQIarKa9LPdzk2fH3CiXwb82+QZyT87u3tzfCvBiFQIulXq9HYU2Dg4NRPC01b8tlVM0wT86SY//DAL4PwJr3/luan/0SgO8HcAzgawB+xHtfa373AQDvAXAK4Ce897/f7RmHh4fBPKzX6xFprtFoRKDza6+9hnv37gUAkuYgO/fSpUt46aWXAl7jnMPOzk4wfY6PjzE1NRVMm5s3b6JarYYFyDhATVSoISx7e3tR6mg6DTSERHNLUY1Wygbz7vP3NpEjcTXNQ0WuFoBQV1MXfl9fX/h+aWkpcl7QBNYAa5boomhYDus6cgGxZoHiiIqf7O/vR+YfTWoNuCZVhu+n5jYTQGqNQYUUiDHx/iz8yvspN4n9o5QRoEXNSb2vmmj8WxePEpV5ncXMTk9bxW62trawsrIS5XRTU8umwyamqwHuLB6iZef4HgBCcLimq97d3Y0K5ChNhrAIaSUHBwfo6elpS8ukc0BDo3Z3dyNzllivBqTPzMxEc0wTcx4cHERJAmgqa/yutoVJH9Xkz5OzaGIfAfCrAD4qn/0hgA9470+cc78I4AMAfsY59yYA7wLwEoA5AH/knLvpvT9FB/HeB02sXq+jWq1GFXKUaLi6uhoVrZifn8fY2FjYlK5evRpywAOtDAoc/JmZGVy+fDnkSbp+/XrgXwEtrECzrG5sbEScJ5tPjCAm0Ao25vOZS0zxrf39/Sh5nWWs24nFzxS/6O/vj2IbiVkArQR7qgGos4EZLPR5yltilgv1hqqmcHp6Gnm+WPCB39++fRtf/epXQ59cv34dV65cCfdn4VbFAPV5dMQoDqnvwxNbtRQNFiZeprGSNtMtn0tR0JpZUW28nm5ydkyZGBJoacrq4VQthLGkFu9SxwlxWq2Xqg4s5hfjM3h4atJDvg/QwvE4L/m+iovqQcq/NVGnkms5XlQ2yuUyrly5EvqMc4yHPw8NzbOndRvoRNBEl7Z+a550xcS8958GsGU++wPvPWfEZ5DVlwSAdwL4uPf+yHv/dWRVj76t2zMKKaSQQh5X3ghM7EcBfKL573lkmxrlbvOzNtEK4HoCrK+vB1USQKitp6deX19f4I1RTdYah6Ojo1F9Pn5O0Rz+dFNrjJqWDGOGAo3nYyYKXq85w2jL64kEIMIKtNIOQ06AOJ+WZn6gN07DWlQV5z2UUa7mpppqAAL7XcvQKU+pv78fR0dHEa63srISTmWGCVETYqoimk/M8KlRCxwXIMOMaJYDmblos3aoB5h0D8V76L1ie9hP/L+aOnwH/v74+Di6nzVVGAanGKVmamUWWs2aoVoecVHNNuK9D3OGpnpeymVmtWXGWKCVx47P5LpQSoOWnWPYmoYdMaYUaDHubVYLpUBo2JDliR0fH2NoaCjcf3Z2Npqjs7OzEe7KLBZ2DBnGxIpjhAD29/fhnAvXnxvFwjn3QQAnAH6THyUuS+qB3vsPAfgQAFQqFc+XIahJ85G5tbQmoNIFOFk1FvHw8DCKARseHg7mJtNHK4dJc+JTLdcJr6o+06RwATGcRNVdNUP4ey4Uq1YzzEmdGYovAS3ek6aC0dQtTEWjxW8HBwcDJYGxf1wQjDXkJpUyZzc2NqKEdGpKjI+PY2pqKopl3NraChjc6ekpLl26FA6ON7/5zVhYWAjtW19fx507d8KmMD8/H8x4oBVwrweXxmIyJEdLphH3A1oHmzqH9ODY2dmJCNYau8u/bTkymph8v+Pj44jiwZTS+r3+rXOI3EXKgwcPohqQ3MAIPbDNGu9I+oLF9TQI3QZ5ax8RhNeU5AcHB+GdyXtjH5fL5YiLxxJ25CoyVIy1J0ZHRzE7OxsgARKEFZZxzkUps3g48v6aiKGTOfnYm5hz7t3IAP/v8a0n3AWwIJddAbBsf5sS2saasBBoLTDFmFRLsXjC4eEh1tbWoiorqrXwt1r1RTEw8ml4P2ZU1UIhyrfRWn5Aqwai3s/iHYODg2EBcMFYvo/m/T89zQou6KJQOTw8RK1WC7GQjUYj2kQuX74cbQIs6EAMp1KpRFlB6ajgqcs+1mBeDdheXV3F8vJyeKe5uTkMDQ0FbfnFF1/E1NRUmIjk4vF9mORSs46qNsxEmMrbYs52oFWxW+NXNQvI0dER5ubmwt8s1qKYlfYpMTfOOevN5DMV01LeHQ9FjW1VEJ2eWh6U9DQrr+34+LjNm0cHCe/Bz9kGPYx102Yf6Fwlrsc20DGgzgYlz46PjweNGch4Yuvr62Ge37t3L2IRLCwshMrz7AN15lAzVO27p6cnrFNu7J0AfcpjbWLOubcB+BkAf8d7fyBffQrAbznnfhkZsP88gD89yz3ZWZOTk9EEZziITlj1LNFLxAGjV0+1COsN04R8TM2jm8rw8HDYVCcmJqJUxbu7u1GaFSA7RXQRKHnXuo45aGrKMXOGpvMB4vAaW95KNaudnR3UarXwjgT6teL22NhYm4mtkvJScQEx86tqgloRmxNezSOm1E49f35+PqrEo8kC+f67u7thk6UjQCkR6r0lMVUjEzTMitXH9TlKRt3a2mpLaNjb20qNw77XsCzV1OwBxMXHPmV7NMMEK2wD2Qag2YXZn7Ozs8HCKJfLIa020Mo4zE2N1otaEOpcoPmvm4oeVJw/NlyOY8oIC7Z5cnISg4ODgUZycHCA9fX1yGvPw5fv5JwL64oOLT0YNPSrk/lo5SwUi48B+G4AVefcXQA/i8wbOQjgD5ubwWe89z/uvf+yc+6TAP4SmZn53m6eyUIKKaSQ1yNdNzHv/Q8lPv71Dtf/PICff5RG9Pf3BzWVJ7pV9W3iP+7UPCWV16OYFE9QmxZG69np9cPDw22FIFSIVSgBUk0Falaa1kXd6XwW78/AW+I+vAfQinVsNBpRmTeatxqbx2cBLaBfcUGN/6RpyVORJdAshqMl2DQtik0ZzBQqmn9dQ6tOT0+xtbUVBQ9ruTD2OfvUnsbUnJVH5r0P73d6ehql0tF7UpSjVKlUAu+JouC8Jhrk/W2tUy20ArTKzPH3ChGQ50iO1q1bt0KqG6BVfJjj2dfXh7m5OYyPj4fwLFofqo0rt8ymuuG4a9C5rWOpqXYYAmShEWp6MzMzKJVKkbZv01sDrXx6a2trOD09jahEyu1jkL1CBOxroB2XfL08sXMX5eQwQZ1lAiunSDOzEjRX1d7GCQLtlXQ0eFiDnwn4qmOBk5i/V4CTz+f9FEwGWsxzC8DqxkliKCe5Tk69h+0zBT3Vk8R6hXz3jY2NiDg5Pz8fwG6KeusYV6g8LTWZUhyew8PDQCh+8OBBlC+dxFtidpZLR2+dbvAa4M2Ads6B/v7+yHljA9SHh4dDZgr2Z29vb9hkuCB0rJT9znbz/jS7tGKWLkh6MnlfAuiK0bEWBJAdUjzc2B+6SfKeIyMjARJg9lqa2PR+cuNm5IhuwNpH+/v7oZ4pv1cTfHx8HKVSKfIYl0qlqACOeuUZ68k5pJ5c9h0D+9kHioHx4NfswbopcszODRN7o6Wnpyfs4KQ0cILRk2PDUuymoBNcq8TQ7ub39NgoEVABUeJTqpWopscN0FYmtql2FLPTTUgDf7X9ik/Qpa9ZEkZHR8Pv6EnUST80NBS0WdITNPWMVocmMM/nMYunprLR59Obqqe6FsY4PT2Nym0xAaO+28bGRvBkkeSolXJ009YNh++mmB0XPT9j1XgG/ZdKpcjzpkVuOVYbGxvh/Yn96CEAtMKZlpaWQjB9XnvpEQVaxWAUv+rt7Y1KsqkGQ0qRjifHQythW01Jya/EvNSi0SSHTHxgU3hzk6pWq5G3k2OgOKdiVtyQlEKh3k/rMNvZ2cHJyUmU+FFpNKSTsH1M8pnnzFIpAsALKaSQZ1ouhCamIRKHh4eRlgTEuJXdmVUl5ffqFTk8PESj0YjqQe7s7ESpfki84/1suAjDdgAEnIIhPywUy1ObBSPU+6l/qwtb/6/mGcOKLIlTuUAaHEvzhO/IOEF+Ty1DT9nR0dEo4NjyzpSwSzVfKQCKW5JIqlw+zX1ltVNqKYoLqmnEz7QOJikB+r3+TdoG0PLUqSmjFJXt7e1AyGX7tURduVwOoT9sP1N2829q7ADCu3O8+G6qOQ8PD4c5RwqFelc15/7JyQnq9XqU0lrzfvF99W8mTFSY4vbt2200DsUVWSsSyMipWl+VxYsVp1RNjONj43GJ4R0fH0cB57akHTVXzjnOLz5f+W5sT55cmE2MC9ACmASpdYErW5pYjrqnR0dHI9czEFfg0WBmYj+cFDQdFXNTVZamgrZXCzJYEJqLTcFqDTA+OjpCb28vSqVSxLi3jHqgtZnZwqq6mbHPyuVy+Jv4mW606kggG1wT5ukmxIpRGqyb2qjVZD46OoooCYo5EUPSnPnsG46BrZatmNfp6WnIMU9R8i45STqHxsbGIixsf38/YFTMR6axl3qIkB/F509PT4cCxmy/OhJ46OqmPDDQqn3KAiDMMsIDR+uH0hTkmE1MTETziJu2ZtJQsujw8HBERt3a2sLAwEAw4avVahvpVrlljDxRrpwdF8V66Xwjhsc5wTmWok4MDLQKFh8cHLThX5a7lycXYhPr6ekJxMzT09MoTQvDK3TBDAwMhIVLUigrFbMILQdrbGwsyoC5v7+PWq0WQGimO+Hg8wSi8NRkh25vb0fXE+tQT6GCusTAFITXkB4uBCaDBLJNRUuocdPhJjE9PR0B/ZagyzAjvrPVbi2wzQnGezLDhaYPmpiYiDAwXVB8hlZp39nZiTSzycnJCMhWMi+1RD11FZdkezUp49TUVERopoeSogHtZP8rTmo3ZR1zeup4/9nZ2YixT2+sRkAo7knNTbUUm1FCqzMRz+SGoQcI5xWdPnqgMdMFf+O9D3OmXq9jZWUl8LhOTk4wOzsbIleq1WpU8u3g4CDyXlYqlVBZnmOoFgfnG+cIWQXquVbuID3guulpRmLei3OKiSqLQiGFFFLIN7xcCE2st7c3xFwxcFlzUQEtLAyI2dIMLOUJwaK25ETNzMxEp/bW1hYODg7CiXHlyhXcuHEjnIL01FFDIi7B+zOmi+YovUCa/JAufr4b0DIFqZVpChWg5S3ib05OTqJcUSsrKxGmpeWtjo+PQ1k2IDs11Quq2ATQ8vjSvKHpwz5gaJR6R5VCwPbz/kziyFNzeXk54igNDQ1FpzJNTTWpVRMiRqmnssY6khKh2vWDBw+CJqhhapwjzGfF9hADYv8xzAVAiJ3lPa5evRrFy5LKQC2EGqBqmrbupnrIGd/L/pycnESlUgn41Pj4eAgRshQGandMWqk8Ki0e8+qrr2J5eTn0calUwuXLl4NmRdNTtcW+vr7grbxy5Qrm5+cDTsgEA8pdVBMZQGSa8jfUFIl56TqgBcHnc96xv9SjbilGKhdmE6M5Sc6TuueZdQBor1zsnGsLltYinTs7O9H36+vr2N/fD7b7/Pw8FhcXw4Te2dnB1tZWlAW1VquFTQtARJ7lRFbMTU05huykEu8BLdNJw3oGBgaiupG1Wi0CbKmWa3ZZbmS8Xque0xzlM1lNSetUattI5mR7iI0oB8nG4Wl+djpTdEw0eJmcIcu9UyKzBmVbPIYbAv8mREDKxNjYWIjd4/WaoWFwcBBTU1Oh/5jlVOkKQ0NDEY53dHQUVeCy8b0aEP7w4cM2OoMSUUks5vUke5MiQtNNKyoxJEjBfy04w+e99tprALLDfH9/P2wslUoFlUqlLZsv70+uHg//hYUFzM3NhT4jRKBkcaVfMDGDYtEKCzUajZDsgKJJC2ieahUx3aSVWmLlQmxiPT09bZWFtdisajpMQqiMeE2INzk5GSVbI1FSg59Vi2BaFT3pdJNUbAZosdfVU+ecC0A/8S7enx4e3t+mXyHzWQm7nCB6smnak6mpqYiHRBCV7WRcoW6cOmFtQLdNBUQunLZZg+aJKenEajQaEQdInS/EStRbp9oSNzAb9aAMeJ38NoEfnSs8WPh+nBPe+ygppGXm22gKehfV23l6ehppgpo5BYiBaaaLUq2C6Y0AhCIw6j3V8SQmpplFGo1G5BHVKllAS/sjNry1tYX+/v5wQBEXVgtBMa3x8XFUq9Uozbt6oDc3N7G1tRXaSG2f43B4eBhhWFQ8VNvXzLPc9K1TRw9rPUg7AfsFJlZIIYU803IhNDE9NYeGhkJqFgChYIbyw5SNTsoCTYfFxUUALZc+TRHu5GNjY1Eqn3q9jtu3b7eFDWlyOBZH5d8ak8fEc+qVUYqG1bKUr8X72TqGk5OTGBsbC6cWo//5O2IFemqVy+Uor79qn9QUNW7NRg7o39YTRG1VvZFqxlMz4xjYqAiaUxpvqiY341/VvLQxedRm2Ieq0TK/mYbgKPtc83QB7bVB2T8ah6g8uRSHjTgf/9b2WW4T35cQBcNxrHmtWhJpJVoSTe/58OFD1Ov1UACH+b2Iffb29garhM/QeFOKUoH0Hfr7+yPtWyNQ+DubSkdTjGtNB+03zSTCPP98P5tiS9dEJ7kQmxgQu/m1ziTrSCphUoFzmiJKVLQpPh4+fBilZWE+KiCbFPfv3w+Da/GSy5cvh3vye5sWR/EcK5bGQA6SZm0lfqXmjA4e3e82AFvJrKpuW2CcpolOEJpYQMsk1jZqDnk1n/m9TngLvGsqI4rSZIaHhyOMi/2pC4htAtqLXlh8kaYNTSHm61JzUMOUCFBrALrWkSQPT/tUNzKaw3aTtKYQhQkF2IfDw8PY3t6OMstqADyJpGpGWxI2uW4Uzm+2geuHQkhGU1zp/cbHx9sOKU1nND4+HtFOKHoQaTwpa1Eorjk8PByZo8pVtLgw86dpiqw8uRCbmAZcs8iDcpY0JosTWomgNneUBpTzxKLY4F2SQNlJ3Ew0+FmBeUvGJWamWT51gqROcT2xhoeHA8NdJ7FqIiRSaiZT9e7ZTYpajUYJ2Aml8Xu2gAZBdUvg1e9t0D3bxe+5kXBMtc+ccxFHiVqgcqA0JxsPCRs3qJuizelms+taIN5iLLpJMvOvjrEuXqvFKhbE61UU8GZ7Cd6zfXooUCPRed/f3x8lXuQGpyRv3Yi5btjOtbW1yFvKcbBOMo45Cdf2PSj0ruocUgY/N029v44B1xn7nEkH9OBKYWYpKTCxQgop5JmWC6GJAa2MAVSRbTl13dEVQ6PZoaaIalpkXyveY+P6JiYm2u6vnsKRkZGIfqBpeGkWacoT1dz0RNf78YRlXB1LVgEtc07j5Kht8ZmqOaTc0BZL0L8tY99+TrHmi+bAV82I+IXiJnpyan9pH2r6Fh1DZvbVLBzavtTzradU42GtOUoKC9+H7HD9vT6PGgKvIbyh3kqL2fG9+b1+zs/4XgcHB8H84v2ppWi2FDUvVWvi/TRUiia20nR4H/b56OhoMPsZGcM+YXyxpQSpSa6QBCk3Sh1ithGgFdOs9+vp6Ym4gKqp0bt9lgyvF2ITOz09jWIZrejgpxaEXUCKvyjJEGi559U8KJVKUTCvcoKAFkWA7dNgaILymguLBFx+r+YY8RflkXFR64Ap+ZOLSAFqpUCQFsJncsHZTVHvZ5+nfU9CrhYzUQyJfWo3TQ3F0oLCFrS172PbwTHVBauHmvY376+bvt5Hn2c3bUug5vdaz5H3V7EJ/JTrB7QgCJ0jatIS/kgVg+H7Enbg3NX7AS1c0cZn6jN6e1uJLTnH9aBQXhjDwpSmA7TMcuv4okPLxu1q+ia2Q9/RprTS/GG6KVpct5M8VgVw+e6nAPwSgGnv/YbLRuVXALwDwAGAH/bef7bbMxqNRsDE7KZk8QjlH1GU/5ISi2d0OsUtkZEbjMVv9JQmWE/RCW0nGj/TZ2oAubbXblI2aR7bxI1dMScL0lpvnPX8dNKc6GnkZ8RrtA8HBwdDe0hkVdxSFySfp5uu7SPVbulNpPT19YXAeW2jXUD2/3qt9q8NRCeOqb+3QfyqJdiD12q6zKqqnj6rRdn2cZ7rYcdkl3pNXr4tJj1ULqFu9L29Wb4wy8VTZ4/tA31neqDVIlFtVYmr/F6jIkh+5hhzfmrSAu3X14uJfQTA2+yHzrkFAP8AwGvy8duRFQd5HllNyV87w/0LKaSQQh5bzpJj/9POuWuJr/4DgJ8G8Lvy2TsBfNRnx8xnnHMl59xl7/39Ls8I+AAxLVXVVfviaWDDWlRz01Pb2tV5KipPDZod9v6qxej1/F5FQ2JopqgaboVaib6DesCspqV0Btu+vPe03Ctrntg+0nsSn9I+UA8rcT+lIFgtQZ9vGfip8VBvpe0zzhU1WfR6W2KNmrp6O1VSpqZq1xrvx/bq89gG9f6qacT3V3PcPsv2P1Owq4dZTXhiwYpV6bxV+gh/byGFwcHBiHdmw/v4O4qWLtSx1OdZWoy215Zs6+1tFa2mt12Z+2phddLEHrdk2w8AuOe9/7wx4+YBLMnfrADedRNT29i68+2CsKq9/t6SJLkB5HUCO9oSPylcfJo2l89NtZ9mg51cNn01ha5pnZA6EYDWouAzUuRNVeXtxm83QU4g28/6ztqX7D917+umxsmthTT09zTPbFC8fQ9+z01C709czY4PxS54vc7iOXwfhQh0Y7UbgfaDtk8/VwoL72fnosX18g5efq9t4Uaqm4g1+fV7xq9a3E+FJh7/rQcNSdra1ymSud4rhbHaMaXw93YT5d8a66r9kJJH3sSccyMAPgjge1NfJz5LInPOuR9DZnKiUqlEwLp2CFnGOoES92o7IWznW7xI8R3rVVHp6clKr/O5lmsDxJOQk0snAwOmeS0/Zzv5n8VS1OOq2kJqY7QTTjEwXmMXp4rduFV4UOgmqxs/NzT2jdW0Us4a3ofP000u73q+b979lfuXWoB5z7ebDe9ps2hYTUwzOmhdTB5Ier19rmpGeZq0jT/V61KLWvuQbbQeWhW7eerBwYPOOqjsc3XTSY2J9fBS6N20fZTXJ280T+wGgOsAPu+cu42syvdnnXOzeIQK4N77D3nv3+q9f6sG0hZSSCGFPIo8sibmvf8igEv8u7mRvbXpnfwUgPc55z4O4NsB1LvhYUArTQfQOh30RNBdPnWqaYoS6/mz5mTqlE9pKdY06MQctuEhqomx/dZ0Us2QGFrqNALaw4LY3rNUguH97DX6zspxstfw/VSoOeaZE9QI1Bzm53qtalB23Gxf2VPZagUpFr7V3u39LSSh78fP865PaU55f9v+sJwoakwWgtB1QM3N8qo6tdF6qJV6ZOdayjucipKgULOzY2rboX1p14nVxFKQyhtFsWirAO69//Wcy38PGb3iVWQUix/p2gLEmxjQPmltR+p3DKFRPCNvo7HPBOICtby/Xp/Cjix+pve2RE8rqYVkKRb6rrzGtjlF8LT3VVXehnSkgH67sPT+OgF5v24Hi/7WttEuMMtr0/cH4n7jtXrgqPnI5ymGqN/nmYcpzCj1ftpuoB0nTWFcGuBtNx8LI+gcVt6W3fjVpLebamqeat+kxs6OWyc8rdFoROvC0mQstm0/4yaYendt71nkcSuA6/fX5N8ewHvP/PTW78K/U5qSLkCLdQBZByhnSk9KkkLtDq+/TW06dpJ1GqAUnqPt0fbmnfKqieRx3jQKwE4gu2g6vY/927bJYjZsX7d7Wc3M3tc6Z/LEbrDk7iljXheA3YRS46ViHQu8p3rCrGMhJUpEtSC2Fb0H54semPo8btDUUPWd1COq89pqXlazTR2IKWeLps/N9QAAERRJREFUbor2cLbvpgdJ6iDT51oLR+caP09hZN2sDKCInSykkEKecbkQYUcqdudN4TFAfKJYrcSaePxc72kxLOu+74QZ6Cln1fZuWEknNdmaT6p92tCq1LM6aWPWnW09l9bc1P+nTBbb1pQmot7LFIUhTxtj+3g/ZnmwnjYdM6sFpjzGNpUPJc8UV81ROUype6j2l/d+dnzy5oLVXnit/m37qNs78fcpbY9/29+rFZHyoJ7FW2o1+Lw5DnSev52wsQuxiSnZFUCbGpsCMPW3VuyAKofJfm9NHXu/bqaPNf3swPEZOsFTE04nBBdsN2qCqtypsKK8NqRUdPs82+YUcGtxlrz70XRS08EuCnuwpO6rjg51RiifiG2z7bX4IXFBvW/eOPP91cTV+2m9AW2D0n1Sc7jTpqhjqdfrGLIf9Bn2+tS7pP5OzQndOGnuaV+lNh1rwlrc0c5xO8fsHH5mkiI2Go2IA9QN1Et5G7WzdMFwMuWBxPYz6zmzpwe/UzA3xc+xC1hFN0rdIHRR6UakXiWK1TxUU7C8qRTxkr+z76V9qddZzEXvn9LAOp24/CxFKtb3z1uQHGPNUZ/aRLptiqn3tP2ikjcnmMnXbpR52kO3DUPvYT24+kx78GmfWpwt5Xzg7/h3aqPlurT8ShvbqfdSydPmLebHzyzPs8gnVkghhXzDy4XQxKzXxZ7S1vvXSbNKnTAq1iuSh31Zd7jex2pS2j4reaawvYe2laeihu9YVzjvzb9Tnh3VviwPKkUd0VPXYmRqflE0zk41R2ue2THRdlCsKaFtZh/nmT7Kllexmq319Nn+sO22fW773Y5hJyqOitXSSMtJabJ581jbkfeZWixWE7d9mrpfikajY6DtTI2ZpeV0okrpu1LUJL/wmBgQq4t201DhZMubIHYi5g2M7Ww7CDYkxj4jBQZTUmBlXnv0ne2isCay3l8nRZ75nUd81Htrm2yISKffq1iTIWWmpd5bJ6g+I+We1+/Jq8vDi/Qe2hcpk5rtsAenlU73BtrDlOwc099ZyCP1jLw+sWJNen1Hi0nZ+6Tur+Nksb4ULGLN/Lz28d52k7ViYZmzyIXZxCzeYEFfi1nleTGtV+Usz00RPe0EtItQBz+1QC3epPdLxaRZjc168xQfYX/YWD2LyXSbsPaUt/fT3+b1Ha/XSWc3wdR98sZPr9X313tpxhHbDu0flU4L2vuYcJzC8Gz/WedTJ9yTv9ffqLeV11utxb5DCmdToL+TRdDtEPXet907hT2raBtTbctrS6d26brQiIBO9yowsUIKKeSZlgujiVEs3mBNH556ukOruUUNxv5GT91OlA2esnmaINtkzYtOnq8UNpBil9tnaDxjJ0wgT9TctNqtbYNKJ36YitU2O2Feqj1bjSGlOen3VmPk77u1397PYnYpDy/bmuLNWa3BQhB5JrelPuRpwimGfLd5laehWBjEUpXYh1ZbT7VT++RRwoFse/RduMbU+9ppXXaSC7eJAe3mYycMLGW62M7oBIoD8UZp6Qkp0yJ1f/29XfR2k7PXsw0qdpNR1Vrfg/fL26BUUpgLkM6RZtvSDQRO9ZOK4iGp9M+p6+2/80DuTmZr3vsAaFuwuslZSCJlbp31YHHORQdSqn3dzEBeYzEmOw90Q7UmrLbZbtSUTmB7t35VTpflhQHtzgX7Lqnnn0UuzCZmF0gKyAbaeVyp64H8jAVW7MTgtXmncN59FJtItd06Ljo9i2IzS6im0GkBWZ4Z762k0JTWYDf2Tk4I/T7PM5jnADjraW4ralvcJI9Xl+d57qTd6CFh8Sr+Wzc/fX97yFitNPW+qfHrhkOmPPZ5v7E4KcfMOm9S2l+qPfb5qXWov+F3nRx0vE/qfjyI85wx0TO7XlFIIYUUcoHlwmhinWx/+7nFxKyXxN7P2vp5GsbrkTyKBk88PXksJmRP5dS7qEnCPsjztllcMOX5eZz+yMOx2C6b2kfFmvv6nmyvntpWC7XmslIU8jS7PEiBJ37KhO/2b/7eYqYq3UzDTlYBv+ccsaFdnUz6lAme9w72Xnm/6fRuqbAkm8HYhkVRUnUlUzDSWeTCbGIp8JZiiYYpjtDjAuv2+jzCowVEO6nhOmGsOcl/pzaO1ELl5zZEo1PoVDfJc5drO1ImvcVbUtykbs9R0ffr7+/PvT5lmqbCllSsuWdxSN2I7EHTTfL6zzqXOl2fkkdx3uS11W56FFvcFujMxwSQ3KjZRnswdit2yz5R2CVFO9H1d1ZHwoXYxFKeI9VG7IuqKGBMSW1ylBQ/KYW55RE9+ZtOp38nnMuCvPobi910WqRAu7ZitcFHAUm7TWbFibiB6IJJ1QPNW8jdxjRvcdkDJe/39nkp4WEItOOi1lOW0hhsnVHb/kflbKlzxnoN7e/yxB50FlNSbyDnvGp4Z40KyGuTrhV70DO2V9dSistnlYizSIGJFVJIIc+0XAhNDIh33k4qZF54iDX/7Mmvp7iecilTTcWaf/aESbn9O3mNzoL9nUWN7nRq5p2q2kfWdd7pxLXeuJRnST+3J27Kw2vDbs6iNVrM71EkNT6dcEHVYFKalW1vJ3PW9pNekxLrZU1dexbPr+KivMZmiejEAVTtm/1lKRq2DVbLTNGN9Hv7TJWzhh6dJcf+hwF8H4A17/23yOf/CsD7AJwA+J/e+59ufv4BAO8BcArgJ7z3v3+GZ7SBkvqyFnNRVd6qqdYdznt0MinzOpr/ThXR0N/aRZsyBezgW4yN7eQ1KRpGHh8qRR5NYYKd3tNOSnuopCadxRktJtQJeE5RGDptpJ3upe2kdHpXSqdx1XZZMmseDzAPh+VvbX9ZyeMw6j318xRNJo9A220z6Lah8h3sbzqFj3VTTDqRo4HuufwoZ9HEPgLgVwF8lB845/4usmrfb/beHznnLjU/fxOAdwF4CcAcgD9yzt303nc8ZnWAU8zys4B7eUC8JXLaDYETRyfYo3gvU5tm6vu8z1J4IEWTznUikvL5dpHpb+yCTU02u+j4TiQx8v42y6lt+1m5QZaXZQt7dMLNUnJWDDCvv/OuS+GinTZ9IB5Xav/dFm23z23bUhtcN74kJQ9z5JxJrYtujoCUc6iTpBxVNgrkLNJ1tXrvPw1gy3z8LwH8gvf+qHnNWvPzdwL4uPf+yHv/dWRVj77tTC0ppJBCCnkMeVxM7CaA73TO/TyABwB+ynv/ZwDmAXxGrrvb/KxNnFQAHx8fb/NK6C7ezfwDWju5taOtWq2lwVQsDtHJNOlkqqTUecXhuplBKmTYp061Trhb6v6q0XbCQfRebHMeppPHRbKaHU/4PK8i26buen2+Nb9se2xf8Nl5njL7vZXU9fo+bFOedmy1ojyNJM+MTmkjefdQLOxRvNF5mJp+30nbtnIWLdNyGy2kkHrHs9BOHncT6wNQBvAdAP4mgE86554DkBrVZCu89x8C8CEAmJmZ8XmLMJUQsBs+ouYiO64TaVD/7gYac3A7YWB2w+h2T/Kk7GcWj7AboaUF5KniqbAdaxpoH9nndFscFjOzfWz7x4YTEUTu5GzoRIy079tt4ltKC/vaEpAtNpqK9ctrr5XUhndWJ0+3azqJHWM7B/KcNfZ53d6vk2LB71MHRyp4ntLTkx+2pPK4m9hdAL/tsyf/qXOuAaDa/HxBrrsCYPlxHqATzC7gVIfmnfIprMziXrqA9VpKf39/m3PBsqu7dbbiSbpg+G6dYsTsJthoNNrIofb3nU53/t0tvs9+ZzlINqj5rCBvntZtMbCz4iN5WpV6Ta03VA9Djp/dxC1u+qiibe7kRDgLqG4/S+GYQHevY96zumnZqetT60bXqd4zb34rBpfC+M6ED3a9Ii3/A8Dfaz78JoABABsAPgXgXc65QefcdQDPA/jTx3xGIYUUUkhXOQvF4mMAvhtA1Tl3F8DPAvgwgA87574E4BjAu5ta2Zedc58E8JfIqBfv7eaZBLqnkkmZVnnmQ4quYSkN9lQ+izcyLzbThrSkcBDFF3htJ00y5Z1L8Zi6tbsbZ4eSxymzv+tEIVCzP9VH+gz7fqkQFNsW7eNU1IaOKdtmw7/y2p4yFfNwNLbf9kVK81VNrtOYd8tIoX9brfWs5mUqKkLXXZ7G00nb1nfs6+trM+/tulVt15rvee9zJv7go8RrnZc459YB7CPT5p6mVIs2FG0wchHaUbQBWPTeT6e+uBCbGAA45/7ce//Wog1FGy5KGy5KO4o2dJYidrKQQgp5pqXYxAoppJBnWi7SJvahp90AFG2gFG1oyUVoR9GGDnJhMLFCCimkkMeRi6SJFVJIIYU8shSbWCGFFPJMy1PfxJxzb3PO/bVz7lXn3Puf0DMXnHP/2zn3V865Lzvn/nXz859zzt1zzn2u+d87nkBbbjvnvth83p83P6s45/7QOffV5v/L5/j8F+R9P+ec23HO/eR594Vz7sPOubUmYZqfJd/bZfIfm3PkC865t5xjG37JOfdK8zm/45wrNT+/5pw7lP74z+fYhty+d859oNkPf+2c+4fn2IZPyPNvO+c+1/z8XPrhdQlj/57GfwB6AXwNwHPIQpc+D+BNT+C5lwG8pfnvcQBfAfAmAD+HLCPHk+yD2wCq5rN/B+D9zX+/H8AvPsHxWAGweN59AeC7ALwFwJe6vTeAdwD4X8gSDHwHgD85xzZ8L4C+5r9/UdpwTa87535I9n1zjn4ewCCA682103sebTDf/3sA//Y8++H1/Pe0NbFvA/Cq9/6W9/4YwMeR5SQ7V/He3/fef7b5710Af4WclEFPSd4J4Dea//4NAP/oCT33ewB8zXt/57wf5NN56vLe+50APuoz+QyAknPu8nm0wXv/B957ZqP8DLIkBucmOf2QJ+eSr69TG1wWG/SDAD72ep9zXvK0N7F5AEvyd27+sfMS59w1AC8D+JPmR+9rmhIfPk8zTsQD+APn3F+4LMcaAMx47+8D2YYL4NITaAeQZeXVyfqk+yLvvZ/WPPlRZBog5bpz7v855/6vc+47z/nZqb5/Gv3wnQBWvfdflc+eZD90lae9iZ05/9i5PNy5MQD/HcBPeu93APwagBsA/gaA+8jU6POWv+W9fwuAtwN4r3Puu57AM9vEOTcA4AcA/LfmR0+jL/Lkic8T59wHkSUx+M3mR/cBXPXevwzg3wD4LefcxDk9Pq/vn8Z6+SHEB9uT7IczydPexN6w/GOPKs65fmQb2G96738bALz3q977U+99A8B/wRNIre29X27+fw3A7zSfuUpzqfn/tfw7vGHydgCf9d6vNtvzxPsC+e/9ROeJc+7dyIrj/HPfBIKaJtxm899/gQyPunkez+/Q90+6H/oA/BMAn5C2PbF+OKs87U3szwA875y73tQE3oUsJ9m5StPO/3UAf+W9/2X5XHGWfwzgS/a3b3A7Rp1z4/w3MlD5S8j64N3Ny94N4HfPsx1NiU7cJ90XTcl7708B+BdNL+V3AKjT7HyjxTn3NgA/A+AHvPcH8vm0c663+e/nkOXKu3VObcjr+yedr+/vA3jFe39X2vbE+uHM8rQ9C8g8T19BtqN/8Ak9828jU8O/AOBzzf/eAeC/Avhi8/NPAbh8zu14Dpm36fMAvsz3BzAF4I8BfLX5/8o5t2MEwCaASfnsXPsC2YZ5H8BDZBrGe/LeG5kZ9Z+ac+SLAN56jm14FRnuxHnxn5vX/tPmGH0ewGcBfP85tiG37wF8sNkPfw3g7efVhubnHwHw4+bac+mH1/NfEXZUSCGFPNPytM3JQgoppJDXJcUmVkghhTzTUmxihRRSyDMtxSZWSCGFPNNSbGKFFFLIMy3FJlZIIYU801JsYoUUUsgzLf8f6bFn94tRVJkAAAAASUVORK5CYII=\n", - "text/plain": [ - "<Figure size 432x288 with 1 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# Convert the stack of 2D slices to a 3D volume\n", - "vol = vol.concatenate().astype(np.int32)\n", - "vol = np.transpose(vol,(1,2,0)) # Re-order volume\n", - "print(vol.shape)\n", - "\n", - "f,ax = plt.subplots()\n", - "ax.imshow(vol[..., 2], cmap='gray')\n", - "ax.set_title('Slice 2')\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Like previously we want three segmentations in each slice of the volume. But due to the break in the top surface we intentionally make too many segmentations and then index.\n", - "\n", - "**Notice** Making multiple segmentations on volumes can take a long time. The ```number_of_segmentations``` is therefore set to two but can be changed to a higher number to get that last segmentation." - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "number_of_segmentations = 2 # Change to 9\n", - "\n", - "layers = []\n", - "for i in range(number_of_segmentations):\n", - " layers.append(GraphObject(255-vol))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We create the ```MaxflowBuilder``` and add the layers. THen we add layered cost and smoothness as well as ```add_layered_containment```, which lets us specify a minimum and maximum distance between segmentations." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "helper = MaxflowBuilder()\n", - "helper.add_objects(layers)\n", - "helper.add_layered_boundary_cost()\n", - "helper.add_layered_smoothness() \n", - "\n", - "for i in range(len(layers)-1):\n", - " helper.add_layered_containment(layers[i], layers[i+1], min_margin=10)" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Maximum flow/minimum energy: 958474\n" - ] - } - ], - "source": [ - "flow = helper.solve()\n", - "print('Maximum flow/minimum energy:', flow)" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "segmentations = [helper.what_segments(l).astype(np.int32) for l in layers]\n", - "segmentation_lines = [np.argmin(s[..., 2], axis=0) for s in segmentations]\n", - "\n", - "# Index segmentations\n", - "if len(segmentations) > 2:\n", - " segmentations = [segmentations[i] for i in [0,-2,-1]]\n", - " segmentation_lines = [segmentation_lines[i] for i in [0,-2,-1]]" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The segmentations can then be visualized" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "<Figure size 720x720 with 3 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "sliceNo = 4\n", - "\n", - "f,ax = plt.subplots(1,3,figsize=(10,10))\n", - "ax[0].imshow(vol[..., 2], cmap='gray')\n", - "ax[0].set_title(f'Slice {sliceNo}')\n", - "ax[1].imshow(np.sum(segmentations, axis=0)[..., 2])\n", - "ax[1].set_title(f'Slice {sliceNo}')\n", - "ax[2].imshow(vol[..., 2], cmap='gray')\n", - "for line in segmentation_lines:\n", - " ax[2].plot(line)\n", - "ax[2].set_title(f'Slice {sliceNo}')\n", - "plt.show()" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "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": "3.7.4" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/notebooks/NerveSegmentation2D.ipynb b/notebooks/NerveSegmentation2D.ipynb deleted file mode 100644 index f18835fed8fef48e2dad4e87b3539412c9f8d229..0000000000000000000000000000000000000000 --- a/notebooks/NerveSegmentation2D.ipynb +++ /dev/null @@ -1,609 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# 2D Nerve Surface Segmentation " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "**Add Proper References Here**" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "# Load modules\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "from skimage.io import imread" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The objects (nerves) in the image have two different sizes which need to be handled differently. With small nerves marked in red and large nerves marked in blue." - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "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" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Number of objects: 25\n" - ] - } - ], - "source": [ - "# Load data\n", - "in_dir = 'data/'\n", - "data = imread(in_dir+'nerves2D.png').astype(np.int32)\n", - "\n", - "# Get centers\n", - "path = in_dir+'nerveCenters.png'\n", - "centers = imread(path)[...,0]\n", - "\n", - "centers_small = np.transpose(np.where(centers==1))\n", - "centers_large = np.transpose(np.where(centers==2))\n", - "\n", - "\n", - "# Show image with centers.\n", - "plt.imshow(data, cmap='gray')\n", - "plt.scatter(centers_small[..., 1], centers_small[..., 0], color='red', s=6)\n", - "plt.scatter(centers_large[..., 1], centers_large[..., 0], color='blue', s=6)\n", - "plt.show()\n", - "\n", - "print(f'Number of objects: {len(centers_small)+len(centers_large)}')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Unfolding\n", - "To detect the objects (nerves) using layered surface detection, we first need to unfold the nerves using a radial resampling." - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "from scipy.ndimage.interpolation import map_coordinates\n", - "\n", - "def unfold_image(img, center, max_dists=None, r_min=1, r_max=20, angles=30, steps=15):\n", - " \"\"\" Unfolds around a point in an image with radial resampling \"\"\"\n", - " # Sampling angles and radii.\n", - " angles = np.linspace(0, 2*np.pi, angles, endpoint=False)\n", - " distances = np.linspace(r_min, r_max, steps, endpoint=True)\n", - " \n", - " if max_dists is not None:\n", - " max_dists.append(np.max(distances))\n", - " \n", - " # Get angles.\n", - " angles_cos = np.cos(angles)\n", - " angles_sin = np.sin(angles)\n", - " \n", - " # Calculate points positions.\n", - " x_pos = center[0] + np.outer(angles_cos, distances)\n", - " y_pos = center[1] + np.outer(angles_sin, distances)\n", - " \n", - " # Create list of sampling points.\n", - " sampling_points = np.array([x_pos, y_pos]).transpose()\n", - " sampling_shape = sampling_points.shape\n", - " sampling_points_flat = sampling_points.reshape((-1, 2))\n", - " \n", - " # Sample from image.\n", - " samples = map_coordinates(img, sampling_points_flat.transpose(), mode='nearest')\n", - " samples = samples.reshape(sampling_shape[:2])\n", - " \n", - " return samples, sampling_points" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Now that we have a function for unfolding image data, let's test it. The result should be an unfolded image, for which we can use layer detection." - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "<Figure size 936x360 with 3 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "samples, sample_points = unfold_image(data, centers_small[4],r_max=35,angles=30,steps=30)\n", - "\n", - "plt.figure(figsize=(13, 5))\n", - "ax = plt.subplot(1, 3, 1, title='Sample positions in data')\n", - "ax.imshow(data, cmap='gray')\n", - "ax.scatter(sample_points[..., 1], sample_points[..., 0], s=2, color='red')\n", - "ax = plt.subplot(1, 3, 2, title='Sample positions and intensities')\n", - "ax.scatter(sample_points[..., 1], sample_points[..., 0], c=samples, cmap='gray')\n", - "ax = plt.subplot(1, 3, 3, title='Unfolded image')\n", - "ax.imshow(samples, cmap='gray')\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Detect layers in object\n", - "Now that we can unfold the nerves, we can try to use graph cut based layer detection.\n", - "\n", - "Since we want to separate the inner and outer part of the nerve, we will detect two layers per nerve. We will use the gradient image for this." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "<Figure size 720x360 with 2 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "from slgbuilder import GraphObject,MaxflowBuilder\n", - "\n", - "# Create gradient-based objects.\n", - "diff_samples = np.diff(samples, axis=0)\n", - "outer_nerve = GraphObject(255 - diff_samples)\n", - "inner_nerve = GraphObject(diff_samples)\n", - "\n", - "f,ax = plt.subplots(1,2,figsize=(10,5))\n", - "ax[0].imshow(outer_nerve.data, cmap='gray')\n", - "ax[0].set_title('Outer never data')\n", - "ax[1].imshow(inner_nerve.data, cmap='gray')\n", - "ax[1].set_title('Inner never data')\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The surface will be detected where the data pixel intensity in the images are low. This corresponds well with the data for the outer and inner nerves shown above.\n", - "\n", - "Let's detect the layers. We apply boundary cost, smoothness and containment constraints. Here we set both ```min_margin``` and ```max_margin``` constraints for our containment. Then we use ```maxflow``` to find the optimal solution." - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Maximum flow/minimum energy: 4754\n" - ] - } - ], - "source": [ - "helper = MaxflowBuilder()\n", - "helper.add_objects([outer_nerve, inner_nerve])\n", - "helper.add_layered_boundary_cost()\n", - "helper.add_layered_smoothness(delta=2)\n", - "helper.add_layered_containment(outer_nerve, inner_nerve, min_margin=3, max_margin=6)\n", - "\n", - "flow = helper.solve()\n", - "print('Maximum flow/minimum energy:', flow)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We can then get the segmentations and the segmentation lines from the *GraphObject*" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "<Figure size 720x720 with 3 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "segmentations = [helper.get_labels(o).astype(np.int32) for o in helper.objects]\n", - "segmentation_lines = [np.count_nonzero(s, axis=0) - 0.5 for s in segmentations]\n", - "\n", - "# Draw segmentation\n", - "f,ax = plt.subplots(1,3,figsize = (10,10))\n", - "ax[0].imshow(samples, cmap='gray')\n", - "ax[1].imshow(np.sum(segmentations,axis=0))\n", - "ax[2].imshow(samples, cmap='gray')\n", - "for line in segmentation_lines:\n", - " ax[2].plot(line)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Detecting multiple objects\n", - "In the image data here we have marked 25 different nerves that we would like to segment. We could segment each of these individually, the same way we segmented the single nerve above. To get a better segmentation the large nerves will need to be samples with slightly different parameters than the smaller ones. Although it is not the most memory efficient way of segmenting the objects, we could just add all the object to the graph at once and get a segmentation for each object." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "# Lists for storing nerve objects.\n", - "nerve_samples = []\n", - "outer_nerves = []\n", - "inner_nerves = []\n", - "\n", - "# For each center, create an inner and outer never.\n", - "for center in centers_small:\n", - " samples, sample_points = unfold_image(data, center,r_max=35,angles=40,steps=30)\n", - " nerve_samples.append(samples)\n", - " \n", - " # Create outer and inner nerve objects.\n", - " diff_samples = np.diff(samples, axis=0)\n", - " diff_sample_points = sample_points[:-1]\n", - " \n", - "\n", - " outer_nerves.append(GraphObject(255 - diff_samples, diff_sample_points))\n", - " inner_nerves.append(GraphObject(diff_samples, diff_sample_points))\n", - "for center in centers_large:\n", - " samples, sample_points = unfold_image(data, center,r_max=60,angles=40,steps=30)\n", - " nerve_samples.append(samples)\n", - " \n", - " # Create outer and inner nerve objects.\n", - " diff_samples = np.diff(samples, axis=0)\n", - " diff_sample_points = sample_points[:-1]\n", - " \n", - "\n", - " outer_nerves.append(GraphObject(255 - diff_samples, diff_sample_points))\n", - " inner_nerves.append(GraphObject(diff_samples, diff_sample_points))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Here we also add the sample positions to the ```GraphObject```s as they are needed to draw the sementations on the nerve image." - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Maximum flow/minimum energy: 212430\n" - ] - } - ], - "source": [ - "helper = MaxflowBuilder()\n", - "helper.add_objects(outer_nerves + inner_nerves)\n", - "helper.add_layered_boundary_cost()\n", - "helper.add_layered_smoothness(delta=2)\n", - "\n", - "for outer_nerve, inner_nerve in zip(outer_nerves, inner_nerves):\n", - " helper.add_layered_containment(outer_nerve, inner_nerve, min_margin=3, max_margin=6)\n", - " \n", - "flow = helper.solve()\n", - "print('Maximum flow/minimum energy:', flow)" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "<Figure size 1080x360 with 25 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# Get segmentations.\n", - "segmentations = []\n", - "for outer_nerve, inner_nerve in zip(outer_nerves, inner_nerves):\n", - " segmentations.append(helper.get_labels(outer_nerve))\n", - " segmentations.append(helper.get_labels(inner_nerve))\n", - "\n", - "segmentation_lines = [np.count_nonzero(s, axis=0) - 0.5 for s in segmentations]\n", - "\n", - "# Draw segmentations.\n", - "plt.figure(figsize=(15, 5))\n", - "for i, samples in enumerate(nerve_samples):\n", - " ax = plt.subplot(3, len(nerve_samples) // 3 + 1, i + 1)\n", - " ax.imshow(samples, cmap='gray')\n", - " \n", - " ax.plot(segmentation_lines[2*i])\n", - " ax.plot(segmentation_lines[2*i + 1])\n", - "\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "While most of the segmentations went well, if we look closely we see that some don't look right. If we draw the lines on the original image, we see the problem." - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "<Figure size 720x720 with 1 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "def draw_segmentations(data, helper):\n", - " \"\"\"Draw all segmentations for objects in the helper on top of the data.\"\"\"\n", - " \n", - " # Create figure.\n", - " plt.figure(figsize=(10, 10))\n", - " plt.imshow(data, cmap='gray')\n", - " plt.xlim([0, data.shape[1]-1])\n", - " plt.ylim([data.shape[0]-1, 0])\n", - "\n", - " # Draw segmentation lines.\n", - " for i, obj in enumerate(helper.objects):\n", - "\n", - " # Get segmentation.\n", - " segment = helper.get_labels(obj)\n", - "\n", - " # Create line.\n", - " line = np.count_nonzero(segment, axis=0)\n", - "\n", - " # Get actual points.\n", - " point_indices = tuple(np.asarray([line - 1, np.arange(len(line))]))\n", - " points = obj.sample_points[point_indices]\n", - " # Close line.\n", - " points = np.append(points, points[:1], axis=0)\n", - "\n", - " # Plot points.\n", - " plt.plot(points[..., 1], points[..., 0])\n", - "\n", - " plt.show()\n", - " \n", - "draw_segmentations(data, helper)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "<!-- Some of the objects' segmentation are overlapping -->" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Some of the objects' segmentation are overlapping" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Multi-object exclusion\n", - "To overcome the issue of overlapping segments, we can add exclusion contraints between all outer nerves. However, exclusion is a so-called *nonsubmodular* energy term, which means it cannot be represented as a single edge in our graph. Luckily there's an algorithm called *QPBO* (Qudratic Pseudo-Boolean Optimization) that can help us. \n", - "\n", - "QPBO creates creates a complementary graph, alongside the original graph. The complementary graph is inverted, meaning that is has the exact same edges as the original graph, except they are reversed. This means that the graph size is doubled, which makes computation slower and uses more memory. The benefit of QPBO is that we can now add nonsubmodular energies such as exclusion. \n", - "\n", - "The ```graphhelper``` module contains a ```QPBOHelper``` class, which is very similar to the ```GraphHelper``` we've been using so far. The main difference is that it has functions for adding exclusion. One of these is ```add_layered_exclusion``` which we will now use. We will be using the ```GraphObject```s created earlier." - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Two times maximum flow/minimum energy: 424860\n", - "QPBO flow is exactly twice the Maxflow flow.\n" - ] - } - ], - "source": [ - "from slgbuilder import QPBOBuilder\n", - "\n", - "helper = QPBOBuilder()\n", - "helper.add_objects(outer_nerves + inner_nerves)\n", - "helper.add_layered_boundary_cost()\n", - "helper.add_layered_smoothness(delta=2)\n", - "\n", - "for outer_nerve, inner_nerve in zip(outer_nerves, inner_nerves):\n", - " helper.add_layered_containment(outer_nerve, inner_nerve, min_margin=3, max_margin=6)\n", - " \n", - "twice_flow = helper.solve()\n", - "print('Two times maximum flow/minimum energy:', twice_flow)\n", - "\n", - "if 2*flow == twice_flow:\n", - " print('QPBO flow is exactly twice the Maxflow flow.')\n", - "else:\n", - " print('Something is wrong...')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We see that the ```QPBOHelper``` energy/flow is exactly twice the flow computed by ```GraphHelper``` for a similar problem, which is what we expect, since we double the number of nodes and edges. This is because we have added exactly the same edges/energies on above. This of course also means that the segmentation is exactly the same, hence we haven't fixed the problem yet. \n", - "\n", - "To avoid the overlapping nerve segments, we add exclusion between all *outer* nerve objects using ```add_layered_exclusion``` and call ```solve``` again. Note that calculating the new maxflow/mincut only requires us to re-evaluate parts of the graph that were changed, potentially making the computation very fast." - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Two times maximum flow/minimum energy: 425476\n" - ] - } - ], - "source": [ - "# Add exclusion constraints between all pairs of outer nerves.\n", - "for i in range(len(outer_nerves)):\n", - " for j in range(i + 1, len(outer_nerves)):\n", - " helper.add_layered_exclusion(outer_nerves[i], outer_nerves[j], margin=3)\n", - " \n", - "twice_flow = helper.solve()\n", - "print('Two times maximum flow/minimum energy:', twice_flow)\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We see that adding the new constraints has increased the energy. This makes sense, since our constraints are forcing a solution that is less optimal from the perspective of the data. However, our prior knowledge tells us that nerves cannot overlap, so even if the data suggest that they do, we know this is not the case, but rather because the data is inaccurate.\n", - "\n", - "Let's draw the segmentation results with exclusion inteactions." - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "<Figure size 720x720 with 1 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "draw_segmentations(data, helper)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Which yields a better overall segmentation" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "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": "3.7.4" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/notebooks/NerveSegmentation3D.ipynb b/notebooks/NerveSegmentation3D.ipynb deleted file mode 100644 index 77c407e90d9f972fc14b9a22f308b566fe5c3cd8..0000000000000000000000000000000000000000 --- a/notebooks/NerveSegmentation3D.ipynb +++ /dev/null @@ -1,1299 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# 3D Nerve Surface Segmentation " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "**Add Proper References Here**\n", - "\n", - "**NOTICE:** This notebook assumes you are familiar layered surface detection on tubular objects introduced in the *NerveSegmentation2D* notebook. " - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "from matplotlib.image import imsave \n", - "from skimage.io import imread\n", - "from scipy.ndimage.interpolation import map_coordinates\n", - "\n", - "from qimtools import visualization, inspection, io\n", - "from slgbuilder import GraphObject,MaxflowBuilder" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The data is a small stack of nerve images." - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(200, 200, 10)\n" - ] - } - ], - "source": [ - "in_dir = 'data/'\n", - "Vol_path = os.path.join(in_dir, 'nerves3D.tiff')\n", - "\n", - "# Load the data\n", - "vol = io.Volume( Vol_path )\n", - "\n", - "# Convert the stack of 2D slices to a 3D volume\n", - "vol = vol.concatenate().astype(np.int32)\n", - "vol = np.transpose(vol,(1,2,0))\n", - "\n", - "print(vol.shape)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "%matplotlib notebook" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "data": { - "application/javascript": [ - "/* Put everything inside the global mpl namespace */\n", - "window.mpl = {};\n", - "\n", - "\n", - "mpl.get_websocket_type = function() {\n", - " if (typeof(WebSocket) !== 'undefined') {\n", - " return WebSocket;\n", - " } else if (typeof(MozWebSocket) !== 'undefined') {\n", - " return MozWebSocket;\n", - " } else {\n", - " alert('Your browser does not have WebSocket support. ' +\n", - " 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n", - " 'Firefox 4 and 5 are also supported but you ' +\n", - " 'have to enable WebSockets in about:config.');\n", - " };\n", - "}\n", - "\n", - "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n", - " this.id = figure_id;\n", - "\n", - " this.ws = websocket;\n", - "\n", - " this.supports_binary = (this.ws.binaryType != undefined);\n", - "\n", - " if (!this.supports_binary) {\n", - " var warnings = document.getElementById(\"mpl-warnings\");\n", - " if (warnings) {\n", - " warnings.style.display = 'block';\n", - " warnings.textContent = (\n", - " \"This browser does not support binary websocket messages. \" +\n", - " \"Performance may be slow.\");\n", - " }\n", - " }\n", - "\n", - " this.imageObj = new Image();\n", - "\n", - " this.context = undefined;\n", - " this.message = undefined;\n", - " this.canvas = undefined;\n", - " this.rubberband_canvas = undefined;\n", - " this.rubberband_context = undefined;\n", - " this.format_dropdown = undefined;\n", - "\n", - " this.image_mode = 'full';\n", - "\n", - " this.root = $('<div/>');\n", - " this._root_extra_style(this.root)\n", - " this.root.attr('style', 'display: inline-block');\n", - "\n", - " $(parent_element).append(this.root);\n", - "\n", - " this._init_header(this);\n", - " this._init_canvas(this);\n", - " this._init_toolbar(this);\n", - "\n", - " var fig = this;\n", - "\n", - " this.waiting = false;\n", - "\n", - " this.ws.onopen = function () {\n", - " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n", - " fig.send_message(\"send_image_mode\", {});\n", - " if (mpl.ratio != 1) {\n", - " fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n", - " }\n", - " fig.send_message(\"refresh\", {});\n", - " }\n", - "\n", - " this.imageObj.onload = function() {\n", - " if (fig.image_mode == 'full') {\n", - " // Full images could contain transparency (where diff images\n", - " // almost always do), so we need to clear the canvas so that\n", - " // there is no ghosting.\n", - " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n", - " }\n", - " fig.context.drawImage(fig.imageObj, 0, 0);\n", - " };\n", - "\n", - " this.imageObj.onunload = function() {\n", - " fig.ws.close();\n", - " }\n", - "\n", - " this.ws.onmessage = this._make_on_message_function(this);\n", - "\n", - " this.ondownload = ondownload;\n", - "}\n", - "\n", - "mpl.figure.prototype._init_header = function() {\n", - " var titlebar = $(\n", - " '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n", - " 'ui-helper-clearfix\"/>');\n", - " var titletext = $(\n", - " '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n", - " 'text-align: center; padding: 3px;\"/>');\n", - " titlebar.append(titletext)\n", - " this.root.append(titlebar);\n", - " this.header = titletext[0];\n", - "}\n", - "\n", - "\n", - "\n", - "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n", - "\n", - "}\n", - "\n", - "\n", - "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n", - "\n", - "}\n", - "\n", - "mpl.figure.prototype._init_canvas = function() {\n", - " var fig = this;\n", - "\n", - " var canvas_div = $('<div/>');\n", - "\n", - " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n", - "\n", - " function canvas_keyboard_event(event) {\n", - " return fig.key_event(event, event['data']);\n", - " }\n", - "\n", - " canvas_div.keydown('key_press', canvas_keyboard_event);\n", - " canvas_div.keyup('key_release', canvas_keyboard_event);\n", - " this.canvas_div = canvas_div\n", - " this._canvas_extra_style(canvas_div)\n", - " this.root.append(canvas_div);\n", - "\n", - " var canvas = $('<canvas/>');\n", - " canvas.addClass('mpl-canvas');\n", - " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n", - "\n", - " this.canvas = canvas[0];\n", - " this.context = canvas[0].getContext(\"2d\");\n", - "\n", - " var backingStore = this.context.backingStorePixelRatio ||\n", - "\tthis.context.webkitBackingStorePixelRatio ||\n", - "\tthis.context.mozBackingStorePixelRatio ||\n", - "\tthis.context.msBackingStorePixelRatio ||\n", - "\tthis.context.oBackingStorePixelRatio ||\n", - "\tthis.context.backingStorePixelRatio || 1;\n", - "\n", - " mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n", - "\n", - " var rubberband = $('<canvas/>');\n", - " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n", - "\n", - " var pass_mouse_events = true;\n", - "\n", - " canvas_div.resizable({\n", - " start: function(event, ui) {\n", - " pass_mouse_events = false;\n", - " },\n", - " resize: function(event, ui) {\n", - " fig.request_resize(ui.size.width, ui.size.height);\n", - " },\n", - " stop: function(event, ui) {\n", - " pass_mouse_events = true;\n", - " fig.request_resize(ui.size.width, ui.size.height);\n", - " },\n", - " });\n", - "\n", - " function mouse_event_fn(event) {\n", - " if (pass_mouse_events)\n", - " return fig.mouse_event(event, event['data']);\n", - " }\n", - "\n", - " rubberband.mousedown('button_press', mouse_event_fn);\n", - " rubberband.mouseup('button_release', mouse_event_fn);\n", - " // Throttle sequential mouse events to 1 every 20ms.\n", - " rubberband.mousemove('motion_notify', mouse_event_fn);\n", - "\n", - " rubberband.mouseenter('figure_enter', mouse_event_fn);\n", - " rubberband.mouseleave('figure_leave', mouse_event_fn);\n", - "\n", - " canvas_div.on(\"wheel\", function (event) {\n", - " event = event.originalEvent;\n", - " event['data'] = 'scroll'\n", - " if (event.deltaY < 0) {\n", - " event.step = 1;\n", - " } else {\n", - " event.step = -1;\n", - " }\n", - " mouse_event_fn(event);\n", - " });\n", - "\n", - " canvas_div.append(canvas);\n", - " canvas_div.append(rubberband);\n", - "\n", - " this.rubberband = rubberband;\n", - " this.rubberband_canvas = rubberband[0];\n", - " this.rubberband_context = rubberband[0].getContext(\"2d\");\n", - " this.rubberband_context.strokeStyle = \"#000000\";\n", - "\n", - " this._resize_canvas = function(width, height) {\n", - " // Keep the size of the canvas, canvas container, and rubber band\n", - " // canvas in synch.\n", - " canvas_div.css('width', width)\n", - " canvas_div.css('height', height)\n", - "\n", - " canvas.attr('width', width * mpl.ratio);\n", - " canvas.attr('height', height * mpl.ratio);\n", - " canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n", - "\n", - " rubberband.attr('width', width);\n", - " rubberband.attr('height', height);\n", - " }\n", - "\n", - " // Set the figure to an initial 600x600px, this will subsequently be updated\n", - " // upon first draw.\n", - " this._resize_canvas(600, 600);\n", - "\n", - " // Disable right mouse context menu.\n", - " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n", - " return false;\n", - " });\n", - "\n", - " function set_focus () {\n", - " canvas.focus();\n", - " canvas_div.focus();\n", - " }\n", - "\n", - " window.setTimeout(set_focus, 100);\n", - "}\n", - "\n", - "mpl.figure.prototype._init_toolbar = function() {\n", - " var fig = this;\n", - "\n", - " var nav_element = $('<div/>');\n", - " nav_element.attr('style', 'width: 100%');\n", - " this.root.append(nav_element);\n", - "\n", - " // Define a callback function for later on.\n", - " function toolbar_event(event) {\n", - " return fig.toolbar_button_onclick(event['data']);\n", - " }\n", - " function toolbar_mouse_event(event) {\n", - " return fig.toolbar_button_onmouseover(event['data']);\n", - " }\n", - "\n", - " for(var toolbar_ind in mpl.toolbar_items) {\n", - " var name = mpl.toolbar_items[toolbar_ind][0];\n", - " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", - " var image = mpl.toolbar_items[toolbar_ind][2];\n", - " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", - "\n", - " if (!name) {\n", - " // put a spacer in here.\n", - " continue;\n", - " }\n", - " var button = $('<button/>');\n", - " button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n", - " 'ui-button-icon-only');\n", - " button.attr('role', 'button');\n", - " button.attr('aria-disabled', 'false');\n", - " button.click(method_name, toolbar_event);\n", - " button.mouseover(tooltip, toolbar_mouse_event);\n", - "\n", - " var icon_img = $('<span/>');\n", - " icon_img.addClass('ui-button-icon-primary ui-icon');\n", - " icon_img.addClass(image);\n", - " icon_img.addClass('ui-corner-all');\n", - "\n", - " var tooltip_span = $('<span/>');\n", - " tooltip_span.addClass('ui-button-text');\n", - " tooltip_span.html(tooltip);\n", - "\n", - " button.append(icon_img);\n", - " button.append(tooltip_span);\n", - "\n", - " nav_element.append(button);\n", - " }\n", - "\n", - " var fmt_picker_span = $('<span/>');\n", - "\n", - " var fmt_picker = $('<select/>');\n", - " fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n", - " fmt_picker_span.append(fmt_picker);\n", - " nav_element.append(fmt_picker_span);\n", - " this.format_dropdown = fmt_picker[0];\n", - "\n", - " for (var ind in mpl.extensions) {\n", - " var fmt = mpl.extensions[ind];\n", - " var option = $(\n", - " '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n", - " fmt_picker.append(option);\n", - " }\n", - "\n", - " // Add hover states to the ui-buttons\n", - " $( \".ui-button\" ).hover(\n", - " function() { $(this).addClass(\"ui-state-hover\");},\n", - " function() { $(this).removeClass(\"ui-state-hover\");}\n", - " );\n", - "\n", - " var status_bar = $('<span class=\"mpl-message\"/>');\n", - " nav_element.append(status_bar);\n", - " this.message = status_bar[0];\n", - "}\n", - "\n", - "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n", - " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n", - " // which will in turn request a refresh of the image.\n", - " this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n", - "}\n", - "\n", - "mpl.figure.prototype.send_message = function(type, properties) {\n", - " properties['type'] = type;\n", - " properties['figure_id'] = this.id;\n", - " this.ws.send(JSON.stringify(properties));\n", - "}\n", - "\n", - "mpl.figure.prototype.send_draw_message = function() {\n", - " if (!this.waiting) {\n", - " this.waiting = true;\n", - " this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n", - " }\n", - "}\n", - "\n", - "\n", - "mpl.figure.prototype.handle_save = function(fig, msg) {\n", - " var format_dropdown = fig.format_dropdown;\n", - " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n", - " fig.ondownload(fig, format);\n", - "}\n", - "\n", - "\n", - "mpl.figure.prototype.handle_resize = function(fig, msg) {\n", - " var size = msg['size'];\n", - " if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n", - " fig._resize_canvas(size[0], size[1]);\n", - " fig.send_message(\"refresh\", {});\n", - " };\n", - "}\n", - "\n", - "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n", - " var x0 = msg['x0'] / mpl.ratio;\n", - " var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n", - " var x1 = msg['x1'] / mpl.ratio;\n", - " var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n", - " x0 = Math.floor(x0) + 0.5;\n", - " y0 = Math.floor(y0) + 0.5;\n", - " x1 = Math.floor(x1) + 0.5;\n", - " y1 = Math.floor(y1) + 0.5;\n", - " var min_x = Math.min(x0, x1);\n", - " var min_y = Math.min(y0, y1);\n", - " var width = Math.abs(x1 - x0);\n", - " var height = Math.abs(y1 - y0);\n", - "\n", - " fig.rubberband_context.clearRect(\n", - " 0, 0, fig.canvas.width / mpl.ratio, fig.canvas.height / mpl.ratio);\n", - "\n", - " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n", - "}\n", - "\n", - "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n", - " // Updates the figure title.\n", - " fig.header.textContent = msg['label'];\n", - "}\n", - "\n", - "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n", - " var cursor = msg['cursor'];\n", - " switch(cursor)\n", - " {\n", - " case 0:\n", - " cursor = 'pointer';\n", - " break;\n", - " case 1:\n", - " cursor = 'default';\n", - " break;\n", - " case 2:\n", - " cursor = 'crosshair';\n", - " break;\n", - " case 3:\n", - " cursor = 'move';\n", - " break;\n", - " }\n", - " fig.rubberband_canvas.style.cursor = cursor;\n", - "}\n", - "\n", - "mpl.figure.prototype.handle_message = function(fig, msg) {\n", - " fig.message.textContent = msg['message'];\n", - "}\n", - "\n", - "mpl.figure.prototype.handle_draw = function(fig, msg) {\n", - " // Request the server to send over a new figure.\n", - " fig.send_draw_message();\n", - "}\n", - "\n", - "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n", - " fig.image_mode = msg['mode'];\n", - "}\n", - "\n", - "mpl.figure.prototype.updated_canvas_event = function() {\n", - " // Called whenever the canvas gets updated.\n", - " this.send_message(\"ack\", {});\n", - "}\n", - "\n", - "// A function to construct a web socket function for onmessage handling.\n", - "// Called in the figure constructor.\n", - "mpl.figure.prototype._make_on_message_function = function(fig) {\n", - " return function socket_on_message(evt) {\n", - " if (evt.data instanceof Blob) {\n", - " /* FIXME: We get \"Resource interpreted as Image but\n", - " * transferred with MIME type text/plain:\" errors on\n", - " * Chrome. But how to set the MIME type? It doesn't seem\n", - " * to be part of the websocket stream */\n", - " evt.data.type = \"image/png\";\n", - "\n", - " /* Free the memory for the previous frames */\n", - " if (fig.imageObj.src) {\n", - " (window.URL || window.webkitURL).revokeObjectURL(\n", - " fig.imageObj.src);\n", - " }\n", - "\n", - " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n", - " evt.data);\n", - " fig.updated_canvas_event();\n", - " fig.waiting = false;\n", - " return;\n", - " }\n", - " else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n", - " fig.imageObj.src = evt.data;\n", - " fig.updated_canvas_event();\n", - " fig.waiting = false;\n", - " return;\n", - " }\n", - "\n", - " var msg = JSON.parse(evt.data);\n", - " var msg_type = msg['type'];\n", - "\n", - " // Call the \"handle_{type}\" callback, which takes\n", - " // the figure and JSON message as its only arguments.\n", - " try {\n", - " var callback = fig[\"handle_\" + msg_type];\n", - " } catch (e) {\n", - " console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n", - " return;\n", - " }\n", - "\n", - " if (callback) {\n", - " try {\n", - " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n", - " callback(fig, msg);\n", - " } catch (e) {\n", - " console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n", - " }\n", - " }\n", - " };\n", - "}\n", - "\n", - "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n", - "mpl.findpos = function(e) {\n", - " //this section is from http://www.quirksmode.org/js/events_properties.html\n", - " var targ;\n", - " if (!e)\n", - " e = window.event;\n", - " if (e.target)\n", - " targ = e.target;\n", - " else if (e.srcElement)\n", - " targ = e.srcElement;\n", - " if (targ.nodeType == 3) // defeat Safari bug\n", - " targ = targ.parentNode;\n", - "\n", - " // jQuery normalizes the pageX and pageY\n", - " // pageX,Y are the mouse positions relative to the document\n", - " // offset() returns the position of the element relative to the document\n", - " var x = e.pageX - $(targ).offset().left;\n", - " var y = e.pageY - $(targ).offset().top;\n", - "\n", - " return {\"x\": x, \"y\": y};\n", - "};\n", - "\n", - "/*\n", - " * return a copy of an object with only non-object keys\n", - " * we need this to avoid circular references\n", - " * http://stackoverflow.com/a/24161582/3208463\n", - " */\n", - "function simpleKeys (original) {\n", - " return Object.keys(original).reduce(function (obj, key) {\n", - " if (typeof original[key] !== 'object')\n", - " obj[key] = original[key]\n", - " return obj;\n", - " }, {});\n", - "}\n", - "\n", - "mpl.figure.prototype.mouse_event = function(event, name) {\n", - " var canvas_pos = mpl.findpos(event)\n", - "\n", - " if (name === 'button_press')\n", - " {\n", - " this.canvas.focus();\n", - " this.canvas_div.focus();\n", - " }\n", - "\n", - " var x = canvas_pos.x * mpl.ratio;\n", - " var y = canvas_pos.y * mpl.ratio;\n", - "\n", - " this.send_message(name, {x: x, y: y, button: event.button,\n", - " step: event.step,\n", - " guiEvent: simpleKeys(event)});\n", - "\n", - " /* This prevents the web browser from automatically changing to\n", - " * the text insertion cursor when the button is pressed. We want\n", - " * to control all of the cursor setting manually through the\n", - " * 'cursor' event from matplotlib */\n", - " event.preventDefault();\n", - " return false;\n", - "}\n", - "\n", - "mpl.figure.prototype._key_event_extra = function(event, name) {\n", - " // Handle any extra behaviour associated with a key event\n", - "}\n", - "\n", - "mpl.figure.prototype.key_event = function(event, name) {\n", - "\n", - " // Prevent repeat events\n", - " if (name == 'key_press')\n", - " {\n", - " if (event.which === this._key)\n", - " return;\n", - " else\n", - " this._key = event.which;\n", - " }\n", - " if (name == 'key_release')\n", - " this._key = null;\n", - "\n", - " var value = '';\n", - " if (event.ctrlKey && event.which != 17)\n", - " value += \"ctrl+\";\n", - " if (event.altKey && event.which != 18)\n", - " value += \"alt+\";\n", - " if (event.shiftKey && event.which != 16)\n", - " value += \"shift+\";\n", - "\n", - " value += 'k';\n", - " value += event.which.toString();\n", - "\n", - " this._key_event_extra(event, name);\n", - "\n", - " this.send_message(name, {key: value,\n", - " guiEvent: simpleKeys(event)});\n", - " return false;\n", - "}\n", - "\n", - "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n", - " if (name == 'download') {\n", - " this.handle_save(this, null);\n", - " } else {\n", - " this.send_message(\"toolbar_button\", {name: name});\n", - " }\n", - "};\n", - "\n", - "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n", - " this.message.textContent = tooltip;\n", - "};\n", - "mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n", - "\n", - "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n", - "\n", - "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n", - " // Create a \"websocket\"-like object which calls the given IPython comm\n", - " // object with the appropriate methods. Currently this is a non binary\n", - " // socket, so there is still some room for performance tuning.\n", - " var ws = {};\n", - "\n", - " ws.close = function() {\n", - " comm.close()\n", - " };\n", - " ws.send = function(m) {\n", - " //console.log('sending', m);\n", - " comm.send(m);\n", - " };\n", - " // Register the callback with on_msg.\n", - " comm.on_msg(function(msg) {\n", - " //console.log('receiving', msg['content']['data'], msg);\n", - " // Pass the mpl event to the overridden (by mpl) onmessage function.\n", - " ws.onmessage(msg['content']['data'])\n", - " });\n", - " return ws;\n", - "}\n", - "\n", - "mpl.mpl_figure_comm = function(comm, msg) {\n", - " // This is the function which gets called when the mpl process\n", - " // starts-up an IPython Comm through the \"matplotlib\" channel.\n", - "\n", - " var id = msg.content.data.id;\n", - " // Get hold of the div created by the display call when the Comm\n", - " // socket was opened in Python.\n", - " var element = $(\"#\" + id);\n", - " var ws_proxy = comm_websocket_adapter(comm)\n", - "\n", - " function ondownload(figure, format) {\n", - " window.open(figure.imageObj.src);\n", - " }\n", - "\n", - " var fig = new mpl.figure(id, ws_proxy,\n", - " ondownload,\n", - " element.get(0));\n", - "\n", - " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n", - " // web socket which is closed, not our websocket->open comm proxy.\n", - " ws_proxy.onopen();\n", - "\n", - " fig.parent_element = element.get(0);\n", - " fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n", - " if (!fig.cell_info) {\n", - " console.error(\"Failed to find cell for figure\", id, fig);\n", - " return;\n", - " }\n", - "\n", - " var output_index = fig.cell_info[2]\n", - " var cell = fig.cell_info[0];\n", - "\n", - "};\n", - "\n", - "mpl.figure.prototype.handle_close = function(fig, msg) {\n", - " var width = fig.canvas.width/mpl.ratio\n", - " fig.root.unbind('remove')\n", - "\n", - " // Update the output cell to use the data from the current canvas.\n", - " fig.push_to_output();\n", - " var dataURL = fig.canvas.toDataURL();\n", - " // Re-enable the keyboard manager in IPython - without this line, in FF,\n", - " // the notebook keyboard shortcuts fail.\n", - " IPython.keyboard_manager.enable()\n", - " $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n", - " fig.close_ws(fig, msg);\n", - "}\n", - "\n", - "mpl.figure.prototype.close_ws = function(fig, msg){\n", - " fig.send_message('closing', msg);\n", - " // fig.ws.close()\n", - "}\n", - "\n", - "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n", - " // Turn the data on the canvas into data in the output cell.\n", - " var width = this.canvas.width/mpl.ratio\n", - " var dataURL = this.canvas.toDataURL();\n", - " this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n", - "}\n", - "\n", - "mpl.figure.prototype.updated_canvas_event = function() {\n", - " // Tell IPython that the notebook contents must change.\n", - " IPython.notebook.set_dirty(true);\n", - " this.send_message(\"ack\", {});\n", - " var fig = this;\n", - " // Wait a second, then push the new image to the DOM so\n", - " // that it is saved nicely (might be nice to debounce this).\n", - " setTimeout(function () { fig.push_to_output() }, 1000);\n", - "}\n", - "\n", - "mpl.figure.prototype._init_toolbar = function() {\n", - " var fig = this;\n", - "\n", - " var nav_element = $('<div/>');\n", - " nav_element.attr('style', 'width: 100%');\n", - " this.root.append(nav_element);\n", - "\n", - " // Define a callback function for later on.\n", - " function toolbar_event(event) {\n", - " return fig.toolbar_button_onclick(event['data']);\n", - " }\n", - " function toolbar_mouse_event(event) {\n", - " return fig.toolbar_button_onmouseover(event['data']);\n", - " }\n", - "\n", - " for(var toolbar_ind in mpl.toolbar_items){\n", - " var name = mpl.toolbar_items[toolbar_ind][0];\n", - " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", - " var image = mpl.toolbar_items[toolbar_ind][2];\n", - " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", - "\n", - " if (!name) { continue; };\n", - "\n", - " var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n", - " button.click(method_name, toolbar_event);\n", - " button.mouseover(tooltip, toolbar_mouse_event);\n", - " nav_element.append(button);\n", - " }\n", - "\n", - " // Add the status bar.\n", - " var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n", - " nav_element.append(status_bar);\n", - " this.message = status_bar[0];\n", - "\n", - " // Add the close button to the window.\n", - " var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n", - " var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n", - " button.click(function (evt) { fig.handle_close(fig, {}); } );\n", - " button.mouseover('Stop Interaction', toolbar_mouse_event);\n", - " buttongrp.append(button);\n", - " var titlebar = this.root.find($('.ui-dialog-titlebar'));\n", - " titlebar.prepend(buttongrp);\n", - "}\n", - "\n", - "mpl.figure.prototype._root_extra_style = function(el){\n", - " var fig = this\n", - " el.on(\"remove\", function(){\n", - "\tfig.close_ws(fig, {});\n", - " });\n", - "}\n", - "\n", - "mpl.figure.prototype._canvas_extra_style = function(el){\n", - " // this is important to make the div 'focusable\n", - " el.attr('tabindex', 0)\n", - " // reach out to IPython and tell the keyboard manager to turn it's self\n", - " // off when our div gets focus\n", - "\n", - " // location in version 3\n", - " if (IPython.notebook.keyboard_manager) {\n", - " IPython.notebook.keyboard_manager.register_events(el);\n", - " }\n", - " else {\n", - " // location in version 2\n", - " IPython.keyboard_manager.register_events(el);\n", - " }\n", - "\n", - "}\n", - "\n", - "mpl.figure.prototype._key_event_extra = function(event, name) {\n", - " var manager = IPython.notebook.keyboard_manager;\n", - " if (!manager)\n", - " manager = IPython.keyboard_manager;\n", - "\n", - " // Check for shift+enter\n", - " if (event.shiftKey && event.which == 13) {\n", - " this.canvas_div.blur();\n", - " // select the cell after this one\n", - " var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n", - " IPython.notebook.select(index + 1);\n", - " }\n", - "}\n", - "\n", - "mpl.figure.prototype.handle_save = function(fig, msg) {\n", - " fig.ondownload(fig, null);\n", - "}\n", - "\n", - "\n", - "mpl.find_output_cell = function(html_output) {\n", - " // Return the cell and output element which can be found *uniquely* in the notebook.\n", - " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n", - " // IPython event is triggered only after the cells have been serialised, which for\n", - " // our purposes (turning an active figure into a static one), is too late.\n", - " var cells = IPython.notebook.get_cells();\n", - " var ncells = cells.length;\n", - " for (var i=0; i<ncells; i++) {\n", - " var cell = cells[i];\n", - " if (cell.cell_type === 'code'){\n", - " for (var j=0; j<cell.output_area.outputs.length; j++) {\n", - " var data = cell.output_area.outputs[j];\n", - " if (data.data) {\n", - " // IPython >= 3 moved mimebundle to data attribute of output\n", - " data = data.data;\n", - " }\n", - " if (data['text/html'] == html_output) {\n", - " return [cell, data, j];\n", - " }\n", - " }\n", - " }\n", - " }\n", - "}\n", - "\n", - "// Register the function which deals with the matplotlib target/channel.\n", - "// The kernel may be null if the page has been refreshed.\n", - "if (IPython.notebook.kernel != null) {\n", - " 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width=\"640\">" - ], - "text/plain": [ - "<IPython.core.display.HTML object>" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Instructions:\n", - " Controls\n", - " --------\n", - " 'up-arrow' : Next slice in volume\n", - " 'down-arrow' : Previous slice in volume\n", - " 'right-arrow' : +10 slices\n", - " 'left-arrow' : -10 slices\n", - " 'PgUp' : +50 slices\n", - " 'PgDown' : -50 slices\n", - "\n", - " scroll wheel : previous/next slice\n", - " \n" - ] - } - ], - "source": [ - "visualization.show_vol( vol, axis=2 )" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "%matplotlib inline" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The objects (nerves) in the volume have two different sizes which need to be handled differently. With small nerves marked in red an large in blue." - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": { - "scrolled": true - }, - "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" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Number of objects: 25\n" - ] - } - ], - "source": [ - "# Get centers\n", - "path = in_dir+'nerveCenters.png'\n", - "centers = imread(path)[:,:,0]\n", - "\n", - "centers_small = np.transpose(np.where(centers==1))\n", - "centers_large = np.transpose(np.where(centers==2))\n", - "\n", - "# Show volume slice with centers.\n", - "plt.imshow(vol[...,3], cmap='gray')\n", - "plt.scatter(centers_small[..., 1], centers_small[..., 0], color='red', s=6)\n", - "plt.scatter(centers_large[..., 1], centers_large[..., 0], color='blue', s=6)\n", - "plt.title('Slice 3')\n", - "plt.show()\n", - "\n", - "print(f'Number of objects: {len(centers_small)+len(centers_large)}')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "As with the 2D example radial resampling is used for segmentation." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "def unfold_image(img, center, max_dists=None, r_min=1, r_max=20, angles=30, steps=15):\n", - "\n", - " # Sampling angles and radii.\n", - " angles = np.linspace(0, 2*np.pi, angles, endpoint=False)\n", - " distances = np.linspace(r_min, r_max, steps, endpoint=True)\n", - " \n", - " if max_dists is not None:\n", - " max_dists.append(np.max(distances))\n", - " \n", - " # Get angles.\n", - " angles_cos = np.cos(angles)\n", - " angles_sin = np.sin(angles)\n", - " \n", - " # Calculate points positions.\n", - " x_pos = center[0] + np.outer(angles_cos, distances)\n", - " y_pos = center[1] + np.outer(angles_sin, distances)\n", - " \n", - " # Create list of sampling points.\n", - " sampling_points = np.array([x_pos, y_pos]).transpose()\n", - " sampling_shape = sampling_points.shape\n", - " sampling_points_flat = sampling_points.reshape((-1, 2))\n", - " \n", - " # Sample from image.\n", - " samples = map_coordinates(img, sampling_points_flat.transpose(), mode='nearest')\n", - " samples = samples.reshape(sampling_shape[:2])\n", - " \n", - " return samples, sampling_points\n", - "\n", - "def draw_segmentations(data, helper,layer=0):\n", - " \"\"\"Draw all segmentations for objects in the helper on top of the data.\"\"\"\n", - " \n", - " if data.ndim != 3:\n", - " raise ValueError('Data should be in three dimensions')\n", - " K = (len(helper.objects)//vol.shape[-1])//2\n", - " \n", - " # Create figure.\n", - " plt.figure(figsize=(10, 10))\n", - " plt.imshow(data[...,layer], cmap='gray')\n", - " plt.xlim([0, data[...,layer].shape[1]-1])\n", - " plt.ylim([data[...,layer].shape[0]-1, 0])\n", - " plt.title(f'Slice {layer}')\n", - "\n", - " # Draw segmentation lines.\n", - " for i, obj in enumerate(helper.objects):\n", - " if (i >= layer*K and i < (layer+1)*K) or (i >= (vol.shape[-1]+layer)*K and i< (vol.shape[-1]+layer+1)*K):\n", - " # Get segmentation.\n", - " segment = helper.get_labels(obj)\n", - " \n", - " # Create line.\n", - " line = np.count_nonzero(segment, axis=0)\n", - " \n", - " # Get actual points.\n", - " point_indices = tuple(np.asarray([line - 1, np.arange(len(line))]))\n", - " points = obj.sample_points[point_indices]\n", - " # Close line.\n", - " points = np.append(points, points[:1], axis=0)\n", - " \n", - " # Plot points.\n", - " plt.plot(points[..., 1], points[..., 0])\n", - " plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Detect layers in object\n", - "In each slice of the volume there are 25 different nerves that we would like to segment. Each nerve should be seperated into an inner and an outer nerve which can be done by using the gradient image. The segmentations are prepared by stacking `GraphObjects` of each nerver image and then segmenting each one. \n", - "\n", - "To get a better segmentation the large nerves in this example needs a larger sampling radius." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "nerve_samples = []\n", - "outer_nerves = []\n", - "inner_nerves = []\n", - "\n", - "layers = []\n", - "\n", - "# For each center, create an inner and outer nerve.\n", - "for i in range(vol.shape[-1]):\n", - " for center in centers_small:\n", - " samples, sample_points = unfold_image(vol[...,i], center,r_max=40,angles=40,steps=30)\n", - " nerve_samples.append(samples)\n", - " \n", - " # Create outer and inner nerve objects.\n", - " diff_samples = np.diff(samples, axis=0)\n", - " diff_sample_points = sample_points[:-1]\n", - " \n", - " \n", - " outer_nerves.append(GraphObject(255 - diff_samples, diff_sample_points))\n", - " inner_nerves.append(GraphObject(diff_samples, diff_sample_points))\n", - " for center in centers_large:\n", - " samples, sample_points = unfold_image(vol[...,i], center,r_max=60,angles=40,steps=30)\n", - " nerve_samples.append(samples)\n", - " \n", - " # Create outer and inner nerve objects.\n", - " diff_samples = np.diff(samples, axis=0)\n", - " diff_sample_points = sample_points[:-1]\n", - " \n", - " \n", - " outer_nerves.append(GraphObject(255 - diff_samples, diff_sample_points))\n", - " inner_nerves.append(GraphObject(diff_samples, diff_sample_points))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Let's detect the layers. We apply boundary cost, smoothness and containment constraints. Here we set both min_margin and max_margin constraints for our containment. Then we use maxflow to find the optimal solution." - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Maximum flow/minimum energy: 2371864\n" - ] - } - ], - "source": [ - "helper = MaxflowBuilder()\n", - "helper.add_objects(outer_nerves + inner_nerves)\n", - "helper.add_layered_boundary_cost()\n", - "helper.add_layered_smoothness(delta=2)\n", - "\n", - "for outer_nerve, inner_nerve in zip(outer_nerves, inner_nerves):\n", - " helper.add_layered_containment(outer_nerve, inner_nerve, min_margin=3, max_margin=6)\n", - " \n", - "flow = helper.solve()\n", - "print('Maximum flow/minimum energy:', flow)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The segmentations are extracted from the `GraphObject`" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "# Get segmentations.\n", - "segmentations = []\n", - "\n", - "# for i in range(vol.shape[0]):\n", - "for outer_nerve, inner_nerve in zip(outer_nerves, inner_nerves):\n", - " segmentations.append(helper.get_labels(outer_nerve))\n", - " segmentations.append(helper.get_labels(inner_nerve))\n", - "\n", - "segmentation_lines = [np.count_nonzero(s, axis=0) - 0.5 for s in segmentations]" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The segmentations are visualized for each slice. But some of the segmentations are overlapping" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "<Figure size 720x720 with 1 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "layer = 3 # change to view other slices\n", - "draw_segmentations(vol, helper,layer)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Multi-object exclusion\n", - "To overcome the issue of overlapping segments, we can add exclusion contraints between all outer nerves. However, exclusion is a so-called *nonsubmodular* energy term, which means it cannot be represented as a single edge in our graph. Luckily there's an algorithm called *QPBO* (Qudratic Pseudo-Boolean Optimization) that can help us. \n", - "\n", - "QPBO creates creates a complementary graph, alongside the original graph. The complementary graph is inverted, meaning that is has the exact same edges as the original graph, except they are reversed. This means that the graph size is doubled, which makes computation slower and uses more memory. The benefit of QPBO is that we can now add nonsubmodular energies such as exclusion. \n", - "\n", - "The ```graphhelper``` module contains a ```QPBOHelper``` class, which is very similar to the ```GraphHelper``` we've been using so far. The main difference is that it has functions for adding exclusion. One of these is ```add_layered_exclusion``` which we will now use. We will be using the ```GraphObject```s created earlier." - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Two times maximum flow/minimum energy: 4743728\n", - "QPBO flow is exactly twice the Maxflow flow.\n" - ] - } - ], - "source": [ - "from slgbuilder import QPBOBuilder\n", - "\n", - "helper = QPBOBuilder()\n", - "helper.add_objects(outer_nerves + inner_nerves)\n", - "helper.add_layered_boundary_cost()\n", - "helper.add_layered_smoothness(delta=2)\n", - "\n", - "for outer_nerve, inner_nerve in zip(outer_nerves, inner_nerves):\n", - " helper.add_layered_containment(outer_nerve, inner_nerve, min_margin=3, max_margin=6)\n", - " \n", - "twice_flow = helper.solve()\n", - "print('Two times maximum flow/minimum energy:', twice_flow)\n", - "\n", - "if 2*flow == twice_flow:\n", - " print('QPBO flow is exactly twice the Maxflow flow.')\n", - "else:\n", - " print('Something is wrong...')" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [], - "source": [ - "# Add exclusion constraints between all pairs of outer nerves.\n", - "interval = len(outer_nerves)//vol.shape[-1]\n", - "for i in range(vol.shape[-1]):\n", - " for j in range(len(outer_nerves)//vol.shape[-1]):\n", - " for k in range(j + 1, len(outer_nerves)//vol.shape[-1]):\n", - " helper.add_layered_exclusion(outer_nerves[interval*i+j], \n", - " outer_nerves[interval*i+k], margin=3)" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Two times maximum flow/minimum energy: 4750444\n" - ] - } - ], - "source": [ - "twice_flow = helper.solve()\n", - "print('Two times maximum flow/minimum energy:', twice_flow)" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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- "text/plain": [ - "<Figure size 720x720 with 1 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "draw_segmentations(vol, helper,layer=3)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Which yields a much nicer segmentation" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "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": "3.7.4" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/notebooks/data/layer2D.png b/notebooks/data/layer2D.png deleted file mode 100644 index 330c4f679fda8c026cdca9b2b3017c38ffb027f9..0000000000000000000000000000000000000000 Binary files a/notebooks/data/layer2D.png and /dev/null differ diff --git a/notebooks/data/layer3D.tiff b/notebooks/data/layer3D.tiff deleted file mode 100644 index f2f9a045efd8f255c4f6d65aef81d65e2c120219..0000000000000000000000000000000000000000 Binary files a/notebooks/data/layer3D.tiff and /dev/null differ diff --git a/utilsVisualizationLS.py b/utilsVisualizationLS.py new file mode 100644 index 0000000000000000000000000000000000000000..412dd16a6a7bb41eeba2109a00f52ae7d99e832a --- /dev/null +++ b/utilsVisualizationLS.py @@ -0,0 +1,458 @@ +"""Convenience functions for easy visualization of 3D volumes +""" +import sys +import numpy as np +import matplotlib.pyplot as plt +import matplotlib.colors as colors +import matplotlib.image as mpimg +import matplotlib as mp + +def progressbar(it, prefix="", size=60, file=sys.stdout): + count = len(it) + def show(j): + x = int(size*j/count) + file.write("%s[%s%s] %i/%i\r" % (prefix, "#"*x, "."*(size-x), j, count)) + file.flush() + show(0) + for i, item in enumerate(it): + yield item + show(i+1) + file.write("\n") + file.flush() + + + +def plot_slice_from_axis( volume, slice_idx=0, axis=0, origin='upper', cmap='gray' ): + """Plot a single slice from a 3D volume + + Parameters + ---------- + volume : 3D array_like + 3D volume to plot slice from + slice_idx : int, optional + Which slice to plot + axis : int, optional + Axis perpendicular to image plane. `slice_idx` is along this axis. + origin : {'lower', 'upper'}, optional + If 'lower' display row 0 at bottom. + cmap : str or Colormap instance, optional + A colormap specification. See + https://matplotlib.org/gallery/color/colormap_reference.html + Returns + ------- + None + + See also + -------- + view_from_axis + matplotlib.pyplot.imshow + """ + if axis == 0: + im = volume[slice_idx,:,:] + elif axis == 1: + im = volume[:,slice_idx,:] + else: + im = volume[:,:,slice_idx] + + plt.figure() + plt.imshow( im, cmap=cmap, origin=origin ) + plt.show() + + +def plot_histogram( volume, nbin=100, output=False): + """Plot a histogram of the data based on the full dataset + + Parameters + ---------- + volume : 3D array_like + 3D volume to plot slice from + nbin : int, optional + Number of bins for the histogram + + Returns + ------- + n : 2D array_like + histogram count + bins : 2D array_like + bin edges + + See also + -------- + matplotlib.pyplot.hist + """ + plt.figure(figsize=(5, 5)) + Vflat = volume.flatten() + n, bins, _ = plt.hist(Vflat,nbin) + plt.title('Histogram') + + if output == True: + return n, bins + + plt.show() + + +def plot_orthogonal_slices( volume, z, y, x, origin='lower', cmap='gray', layout=(1,3), show=True ): + """Alias for subplot_slice_from_axis with slightly different parameter order""" + return subplot_slice_from_axis(volume, (x, y, z), origin=origin, cmap=cmap, layout=layout, show=show) + +def subplot_slice_from_axis( volume, slice_idx, origin='lower', cmap='gray', layout=(1,3), show=True): + """Plot slices from the three standard orthorgonal axes of a 3D volume + + Parameters + ---------- + volume : 3D array_like + 3D volume to plot slice from + slice_idx : int or 3-tuple, optional + Which slices to plot + origin : {'lower', 'upper'}, optional + If 'lower' display row 0 at bottom. + cmap : str or Colormap instance, optional + A colormap specification. See + https://matplotlib.org/gallery/color/colormap_reference.html + layout : {(2,2), (3,1), (1,3)}, optional + Number of rows and columns in the layout. + Returns + ------- + Figure if show=False else None + + See also + -------- + plot_orthogonal_slices + plot_slice_from_axis + plot_all_slices + plot_vol + + by bepi@dtu.dk (2019.08.08) + """ + + if type(slice_idx) is int: + slice_idx = (slice_idx,slice_idx,slice_idx) + + fig = plt.figure(figsize=(layout[1]*5, layout[0]*3.5)) + + plt.subplot(layout[0], layout[1], 1) + plt.imshow( volume[slice_idx[2],:,:], cmap=cmap, origin=origin ) + plt.xlabel('x', fontsize=10) + plt.ylabel('y', fontsize=10) + plt.title('z_axis view (slice = ' + str(slice_idx[2]) + ')') + if volume.dtype != 'bool': + plt.colorbar() + + plt.subplot(layout[0], layout[1], 2) + plt.imshow( volume[:,slice_idx[1],:], cmap=cmap, origin=origin ) + plt.xlabel('x', fontsize=10) + plt.ylabel('z', fontsize=10) + plt.title('y_axis view (slice = ' + str(slice_idx[1]) + ')') + if volume.dtype != 'bool': + plt.colorbar() + + plt.subplot(layout[0], layout[1], 3) + plt.imshow( volume[:,:,slice_idx[0]], cmap=cmap, origin=origin ) + plt.xlabel('y', fontsize=10) + plt.ylabel('z', fontsize=10) + plt.title('x_axis view (slice = ' + str(slice_idx[0]) + ')') + if volume.dtype != 'bool': + plt.colorbar() + + if show: + plt.show() + else: + return fig + + +def plot_all_slices( volume, axis=0 ): + """Plot all slices from a 3D volume or image stack + + Parameters + ---------- + volume : 3D array_like + 3D volume to plot slice from + axis : int, optional + Axis perpendicular to image plane + Returns + ------- + None + + See also + -------- + view_from_axis + matplotlib.pyplot.imshow + + """ + n = volume.shape[axis] + + # Aim for a rectangular grid. Should be configurable + rows = max(1, round(n**(0.5))) + cols = n // rows + (n % rows > 0) + idx = [ range(volume.shape[ax]) for ax in range(axis)] + + for i in range(n): + plt.subplot(rows, cols, i+1) + plt.imshow( volume[idx + [i,...]], cmap='gray' ) + + +def ind2rgb( labelimage,cmap = plt.cm.get_cmap('nipy_spectral')): + """Convert indexed image to and rgb image + + Parameters + ---------- + volume : 3D array_like + 3D indexed image, e.g. produced with ndimage.measurements.label + cmap : matplotlib.colors.LinearSegmentedColormap + + Returns + ------- + rgb : labelled image as rgb + + See also + -------- + ndimage.measurements.label + + by ctri@dtu.dk modified by bepi@dtu.dk (2019.09.17) + """ + + # define colormap + norm = colors.Normalize( vmin=labelimage.min(), vmax=labelimage.max()) + + # convert to rgb + rgba = cmap(norm(labelimage)) + + return rgba + +def show_vol( volume, axis=0, origin='upper', cmap='gray' ): + """Show slices of a volume. + + Parameters + ---------- + volume : 3D array_like + A 3D volume to display + axis : int, optional + Axis perpendicular to image plane + origin : {'lower', 'upper'}, optional + If 'lower' display row 0 at bottom. + cmap : str or Colormap instance + A colormap specification. See + https://matplotlib.org/gallery/color/colormap_reference.html + Returns + ------- + None + + See also + -------- + plot_slice_from_axis + plot_all_slices + plot_orthogonal_slices + + by vand@dtu.dk. + Modified by ctri@dtu.dk (2019.09.11) + Modified (added colormap option) by bepi@dtu.dk (2019.09.14) + """ + # swap axis depending on axis input + if axis == 1 : + volume = np.swapaxes(volume,0,1) + elif axis == 2: + volume = np.swapaxes(volume,0,2) + + # find range of data + v_min = volume.min() + v_max = volume.max() + + dim = volume.shape + Z = dim[0] + z = round(0.5*Z)-1 + + fig, ax = plt.subplots() + ax.imshow(volume[z,:,:], cmap=cmap, origin=origin, vmin=v_min, vmax=v_max) + plt.title('slice z=%i' %z) + + def update_drawing(): + ax.clear() + ax.imshow(volume[z,:,:], cmap=cmap, origin=origin, vmin=v_min, vmax=v_max) + plt.draw() + plt.title('slice z=%i' %z) + + def key_press(event): + nonlocal z + if event.key == "up": + z = min(z+1,Z-1) + elif event.key == 'down': + z = max(z-1,0) + elif event.key == 'right': + z = min(z+10,Z-1) + elif event.key == 'left': + z = max(z-10,0) + elif event.key == 'pagedown': + z = min(z+50,Z+1) + elif event.key == 'pageup': + z = max(z-50,0) + update_drawing() + + fig.canvas.mpl_connect('key_press_event', key_press) + + def scroll(event): + if event.step > 0: + event.key = 'up' + elif event.step < 0: + event.key = 'down' + key_press(event) + + fig.canvas.mpl_connect('key_press_event', key_press) + fig.canvas.mpl_connect('scroll_event', scroll) + + instructions = '''Instructions: + Controls + -------- + 'up-arrow' : Next slice in volume + 'down-arrow' : Previous slice in volume + 'right-arrow' : +10 slices + 'left-arrow' : -10 slices + 'PgUp' : +50 slices + 'PgDown' : -50 slices + + scroll wheel : previous/next slice + ''' + print( instructions ) + plt.show() + + +def rand_cmap(nlabels, type='bright', first_color_black=True, last_color_black=False, verbose=True): + """ + Creates a random colormap to be used together with matplotlib. Useful for segmentation tasks + :param nlabels: Number of labels (size of colormap) + :param type: 'bright' for strong colors, 'soft' for pastel colors + :param first_color_black: Option to use first color as black, True or False + :param last_color_black: Option to use last color as black, True or False + :param verbose: Prints the number of labels and shows the colormap. True or False + :return: colormap for matplotlib + + https://github.com/delestro/rand_cmap + bepi@dtu.dk + """ + from matplotlib.colors import LinearSegmentedColormap + import colorsys + import numpy as np + + + if type not in ('bright', 'soft'): + print ('Please choose "bright" or "soft" for type') + return + + if verbose: + print('Number of labels: ' + str(nlabels)) + + # Generate color map for bright colors, based on hsv + if type == 'bright': + randHSVcolors = [(np.random.uniform(low=0.0, high=1), + np.random.uniform(low=0.2, high=1), + np.random.uniform(low=0.9, high=1)) for i in range(nlabels)] + + # Convert HSV list to RGB + randRGBcolors = [] + for HSVcolor in randHSVcolors: + randRGBcolors.append(colorsys.hsv_to_rgb(HSVcolor[0], HSVcolor[1], HSVcolor[2])) + + if first_color_black: + randRGBcolors[0] = [0, 0, 0] + + if last_color_black: + randRGBcolors[-1] = [0, 0, 0] + + random_colormap = LinearSegmentedColormap.from_list('new_map', randRGBcolors, N=nlabels) + + # Generate soft pastel colors, by limiting the RGB spectrum + if type == 'soft': + low = 0.6 + high = 0.95 + randRGBcolors = [(np.random.uniform(low=low, high=high), + np.random.uniform(low=low, high=high), + np.random.uniform(low=low, high=high)) for i in range(nlabels)] + + if first_color_black: + randRGBcolors[0] = [0, 0, 0] + + if last_color_black: + randRGBcolors[-1] = [0, 0, 0] + random_colormap = LinearSegmentedColormap.from_list('new_map', randRGBcolors, N=nlabels) + + # Display colorbar + if verbose: + from matplotlib import colors, colorbar + from matplotlib import pyplot as plt + fig, ax = plt.subplots(1, 1, figsize=(15, 0.5)) + + bounds = np.linspace(0, nlabels, nlabels + 1) + norm = colors.BoundaryNorm(bounds, nlabels) + + cb = colorbar.ColorbarBase(ax, cmap=random_colormap, norm=norm, spacing='proportional', ticks=None, + boundaries=bounds, format='%1i', orientation=u'horizontal') + + return random_colormap + +def color_skeleton(B,S,D,fig_show=True): + """color map the skeleton into 0-black 1-white and the positive distances cool and negative warm + + Parameters + ---------- + B : 3D array_like + A 3D binary array + S : 3D array_like + A 3D skeleton array + D : 3D array_like + A 3D distance array + fig_show : logical, optional + show the figure produces by the binary image, skeleton, distances and the colormap + + Returns + ------- + U : 3D array_like + A 3D distance array + cmap : matplotlib.colors.LinearSegmentedColormap + cmbar : matplotlib.cm.ScalarMappable + cbtick : array_like + position of the labels of the colorbar + cbticklabel : str, + list of labels for colormap + + + by bepi@dtu.dk (2019.09.01) Modified (2019.09.16) + """ + U = B.astype(np.uint8) + ds = D[S] + minmax = np.array([ds.min(), ds.max()]) + ds[ds>0] = 2+126*(minmax[1]-ds[ds>0])/minmax[1]# flipping for symmetry + ds[ds<0] = 129+126*ds[ds<0]/minmax[0] + U[S] = ds + + #cmap = [0 0 0; 1 1 1; autumn(127);plt.get_cmap('winter_r')[127])]; + # sample the colormaps that you want to use. Use 128 from each so we get 256 colors in total + colors2 = plt.cm.autumn(np.linspace(0., 1, 127)) + colors3 = plt.cm.winter_r(np.linspace(0, 1, 127)) + color01 = np.array([[0,0,0,1],[1,1,1,1]]) + + # combine them and build a new colormap + colors23 = np.vstack((colors2, colors3)) + colorsall = np.vstack((color01,colors23)) + + cmap = mp.colors.LinearSegmentedColormap.from_list('my_colormap', colorsall) + cmap.set_bad(color= 'black',alpha = '0') + + barmap = mp.colors.LinearSegmentedColormap.from_list('my_colormap_1', colors23) + + norm = mp.colors.Normalize(vmin=0, vmax=254) + cmbar = mp.cm.ScalarMappable(cmap=barmap,norm=norm) + cmbar.set_array([]) + + cbtl = np.round(10*np.array([minmax[1],0,-minmax[0]]))/10 + cbticklabel = [str(x) for x in cbtl] + + cbtick = np.array([1,126,253]) + + if fig_show: + fig = plt.figure(figsize=(5,5)) + plt.imshow(U, cmap=cmap) + cbar= fig.colorbar(cmbar) + cbar.set_ticks(cbtick) + cbar.set_ticklabels(cbticklabel) + plt.show() + + return(U,cmap,cmbar,cbtick,cbticklabel)