From db99eb6dec2c10fc2fff43411a650d4c47161821 Mon Sep 17 00:00:00 2001 From: Vidocq <949867756@qq.com> Date: Sat, 2 Jan 2021 17:56:27 +0800 Subject: [PATCH] Done HW2 --- hw2_release/edge.py | 78 +- hw2_release/hw2.ipynb | 1629 +++++++++++++++++++++++------------------ 2 files changed, 977 insertions(+), 730 deletions(-) diff --git a/hw2_release/edge.py b/hw2_release/edge.py index 234a1d8..da36215 100644 --- a/hw2_release/edge.py +++ b/hw2_release/edge.py @@ -37,6 +37,11 @@ def conv(image, kernel): ### YOUR CODE HERE pass + kernel = np.flip(kernel, axis=0) + kernel = np.flip(kernel, axis=1) + for i in range(Hi): + for j in range(Wi): + out[i, j] = np.sum(kernel * padded[i:i+Hk, j:j+Wk]) ### END YOUR CODE return out @@ -61,7 +66,10 @@ def gaussian_kernel(size, sigma): kernel = np.zeros((size, size)) ### YOUR CODE HERE - pass + k = (size-1)/2 + for i in range(size): + for j in range(size): + kernel[i, j] = np.exp(-((i-k)**2+(j-k)**2)/(2*sigma**2))/(2*np.pi*sigma**2) ### END YOUR CODE return kernel @@ -81,7 +89,8 @@ def partial_x(img): out = None ### YOUR CODE HERE - pass + kernel = np.array([.5, 0, -.5]).reshape(1, 3) # Central filter + out = conv(img, kernel) ### END YOUR CODE return out @@ -101,7 +110,8 @@ def partial_y(img): out = None ### YOUR CODE HERE - pass + kernel = np.array([.5, 0, -.5]).reshape(3, 1) # Central filter + out = conv(img, kernel) ### END YOUR CODE return out @@ -125,7 +135,10 @@ def gradient(img): theta = np.zeros(img.shape) ### YOUR CODE HERE - pass + x_deri = partial_x(img) + y_deri = partial_y(img) + G = np.sqrt(x_deri**2 + y_deri**2) + theta = np.rad2deg(np.arctan2(y_deri, x_deri)) % 360 ### END YOUR CODE return G, theta @@ -152,8 +165,31 @@ def non_maximum_suppression(G, theta): #print(G) ### BEGIN YOUR CODE - pass - ### END YOUR CODE + theta %= 360 + for i in range(H): + for j in range(W): + if theta[i, j] == 0 or theta[i, j] == 180 or theta[i, j] == 360: + if j-1 >= 0 and G[i, j-1] > G[i, j]: + continue + if j+1 < W and G[i, j+1] > G[i, j]: + continue + if theta[i, j] == 90 or theta[i, j] == 270: + if i-1 >= 0 and G[i-1, j] > G[i, j]: + continue + if i+1 < H and G[i+1, j] > G[i, j]: + continue + if theta[i, j] == 135 or theta[i, j] == 315: + if i-1 >= 0 and j+1 < W and G[i-1, j+1] > G[i, j]: + continue + if i+1 < H and j-1 >= 0 and G[i+1, j-1] > G[i, j]: + continue + if theta[i, j] == 45 or theta[i, j] == 225: + if i-1 >= 0 and j-1 >= 0 and G[i-1, j-1] > G[i, j]: + continue + if i+1 < H and j+1 < W and G[i+1, j+1] > G[i, j]: + continue + out[i, j] = G[i, j] + ### END YOUR CODE return out @@ -177,7 +213,8 @@ def double_thresholding(img, high, low): weak_edges = np.zeros(img.shape, dtype=np.bool) ### YOUR CODE HERE - pass + strong_edges = img > high + weak_edges = (img > low) & (img <= high) ### END YOUR CODE return strong_edges, weak_edges @@ -236,7 +273,19 @@ def link_edges(strong_edges, weak_edges): edges = np.copy(strong_edges) ### YOUR CODE HERE - pass + visited = [] + def dfs(visited, node): + if node not in visited: + visited.append(node) + neighbours = get_neighbors(node[0], node[1], H, W) + for neighbour in neighbours: + if weak_edges[neighbour] == 1: + edges[neighbour] = 1 + dfs(visited, neighbour) + for i in range(H): + for j in range(W): + if edges[i, j]: + dfs(visited, (i, j)) ### END YOUR CODE return edges @@ -254,7 +303,12 @@ def canny(img, kernel_size=5, sigma=1.4, high=20, low=15): edge: numpy array of shape(H, W). """ ### YOUR CODE HERE - pass + kernel = gaussian_kernel(size=kernel_size, sigma=sigma) + img = conv(img, kernel) + G, theta = gradient(img) + G = non_maximum_suppression(G, theta) + strong_edges, weak_edges = double_thresholding(G, high, low) + edge = link_edges(strong_edges, weak_edges) ### END YOUR CODE return edge @@ -294,7 +348,11 @@ def hough_transform(img): # Find rho corresponding to values in thetas # and increment the accumulator in the corresponding coordiate. ### YOUR CODE HERE - pass + for x,y in zip(xs, ys): + for idx, theta in enumerate(thetas): + rho = x * cos_t[idx] + y * sin_t[idx] + rho_idx = int(rho + diag_len) + accumulator[rho_idx, idx] += 1 ### END YOUR CODE return accumulator, rhos, thetas diff --git a/hw2_release/hw2.ipynb b/hw2_release/hw2.ipynb index 38695d6..d1d4f21 100644 --- a/hw2_release/hw2.ipynb +++ b/hw2_release/hw2.ipynb @@ -1,830 +1,1019 @@ { - "nbformat_minor": 2, - "nbformat": 4, + "nbformat_minor": 2, + "nbformat": 4, "cells": [ { "source": [ - "# Homework 2\n", - "*This notebook includes both coding and written questions. Please hand in this notebook file with all the outputs and your answers to the written questions.*\n", - "\n", + "# Homework 2\n", + "*This notebook includes both coding and written questions. Please hand in this notebook file with all the outputs and your answers to the written questions.*\n", + "\n", "This assignment covers Canny edge detector and Hough transform." - ], - "cell_type": "markdown", - "metadata": {} - }, - { - "execution_count": null, - "cell_type": "code", - "source": [ - "# Setup\n", - "from __future__ import print_function\n", - "\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "import matplotlib.image as mpimg\n", - "from time import time\n", - "from skimage import io\n", - "\n", - "%matplotlib inline\n", - "plt.rcParams['figure.figsize'] = (15.0, 12.0) # set default size of plots\n", - "plt.rcParams['image.interpolation'] = 'nearest'\n", - "plt.rcParams['image.cmap'] = 'gray'\n", - "\n", - "# for auto-reloading extenrnal modules\n", - "%load_ext autoreload\n", + ], + "cell_type": "markdown", + "metadata": {} + }, + { + "execution_count": 1, + "cell_type": "code", + "source": [ + "# Setup\n", + "from __future__ import print_function\n", + "\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import matplotlib.image as mpimg\n", + "from time import time\n", + "from skimage import io\n", + "\n", + "%matplotlib inline\n", + "plt.rcParams['figure.figsize'] = (15.0, 12.0) # set default size of plots\n", + "plt.rcParams['image.interpolation'] = 'nearest'\n", + "plt.rcParams['image.cmap'] = 'gray'\n", + "\n", + "# for auto-reloading extenrnal modules\n", + "%load_ext autoreload\n", "%autoreload 2" - ], - "outputs": [], + ], + "outputs": [], "metadata": {} - }, + }, { "source": [ - "## Part 1: Canny Edge Detector (85 points)\n", - "In this part, you are going to implement a Canny edge detector. The Canny edge detection algorithm can be broken down in to five steps:\n", - "1. Smoothing\n", - "2. Finding gradients\n", - "3. Non-maximum suppression\n", - "4. Double thresholding\n", + "## Part 1: Canny Edge Detector (85 points)\n", + "In this part, you are going to implement a Canny edge detector. The Canny edge detection algorithm can be broken down in to five steps:\n", + "1. Smoothing\n", + "2. Finding gradients\n", + "3. Non-maximum suppression\n", + "4. Double thresholding\n", "5. Edge tracking by hysterisis" - ], - "cell_type": "markdown", + ], + "cell_type": "markdown", "metadata": { "collapsed": true } - }, + }, { "source": [ - "### 1.1 Smoothing (10 points)\n", - "#### Implementation (5 points)\n", - "We first smooth the input image by convolving it with a Gaussian kernel. The equation for a Gaussian kernel of size $(2k+1)\\times(2k+1)$ is given by:\n", - "\n", - "$$h_{ij}=\\frac{1}{2\\pi\\sigma^2}\\exp{\\Bigl(-\\frac{(i-k)^2+(j-k)^2}{2\\sigma^2}\\Bigr)}, 0\\leq i,j < 2k+1$$\n", - "\n", + "### 1.1 Smoothing (10 points)\n", + "#### Implementation (5 points)\n", + "We first smooth the input image by convolving it with a Gaussian kernel. The equation for a Gaussian kernel of size $(2k+1)\\times(2k+1)$ is given by:\n", + "\n", + "$$h_{ij}=\\frac{1}{2\\pi\\sigma^2}\\exp{\\Bigl(-\\frac{(i-k)^2+(j-k)^2}{2\\sigma^2}\\Bigr)}, 0\\leq i,j < 2k+1$$\n", + "\n", "Implement **`gaussian_kernel`** in `edge.py` and run the code below." - ], - "cell_type": "markdown", - "metadata": {} - }, - { - "execution_count": null, - "cell_type": "code", - "source": [ - "from edge import conv, gaussian_kernel\n", - "\n", - "# Define 3x3 Gaussian kernel with std = 1\n", - "kernel = gaussian_kernel(3, 1)\n", - "kernel_test = np.array(\n", - " [[ 0.05854983, 0.09653235, 0.05854983],\n", - " [ 0.09653235, 0.15915494, 0.09653235],\n", - " [ 0.05854983, 0.09653235, 0.05854983]]\n", - ")\n", - "\n", - "# Test Gaussian kernel\n", - "if not np.allclose(kernel, kernel_test):\n", + ], + "cell_type": "markdown", + "metadata": {} + }, + { + "execution_count": 2, + "cell_type": "code", + "source": [ + "from edge import conv, gaussian_kernel\n", + "\n", + "# Define 3x3 Gaussian kernel with std = 1\n", + "kernel = gaussian_kernel(3, 1)\n", + "kernel_test = np.array(\n", + " [[ 0.05854983, 0.09653235, 0.05854983],\n", + " [ 0.09653235, 0.15915494, 0.09653235],\n", + " [ 0.05854983, 0.09653235, 0.05854983]]\n", + ")\n", + "\n", + "# Test Gaussian kernel\n", + "if not np.allclose(kernel, kernel_test):\n", " print('Incorrect values! Please check your implementation.')" - ], - "outputs": [], + ], + "outputs": [], "metadata": {} - }, + }, { "source": [ "Implement **`conv`** in `edge.py` and run the code below." - ], - "cell_type": "markdown", - "metadata": {} - }, - { - "execution_count": null, - "cell_type": "code", - "source": [ - "# Test with different kernel_size and sigma\n", - "kernel_size = 5\n", - "sigma = 1.4\n", - "\n", - "# Load image\n", - "img = io.imread('iguana.png', as_gray=True)\n", - "\n", - "# Define 5x5 Gaussian kernel with std = sigma\n", - "kernel = gaussian_kernel(kernel_size, sigma)\n", - "\n", - "# Convolve image with kernel to achieve smoothed effect\n", - "smoothed = conv(img, kernel)\n", - "\n", - "plt.subplot(1,2,1)\n", - "plt.imshow(img)\n", - "plt.title('Original image')\n", - "plt.axis('off')\n", - "\n", - "plt.subplot(1,2,2)\n", - "plt.imshow(smoothed)\n", - "plt.title('Smoothed image')\n", - "plt.axis('off')\n", - "\n", - "plt.show()" - ], - "outputs": [], + ], + "cell_type": "markdown", "metadata": {} - }, + }, { + "execution_count": 3, + "cell_type": "code", "source": [ - "#### Question (5 points)\n", + "# Test with different kernel_size and sigma\n", + "kernel_size = 5\n", + "sigma = 1.4\n", + "\n", + "# Load image\n", + "img = io.imread('iguana.png', as_gray=True)\n", + "\n", + "# Define 5x5 Gaussian kernel with std = sigma\n", + "kernel = gaussian_kernel(kernel_size, sigma)\n", + "\n", + "# Convolve image with kernel to achieve smoothed effect\n", + "smoothed = conv(img, kernel)\n", + "\n", + "plt.subplot(1,2,1)\n", + "plt.imshow(img)\n", + "plt.title('Original image')\n", + "plt.axis('off')\n", + "\n", + "plt.subplot(1,2,2)\n", + "plt.imshow(smoothed)\n", + "plt.title('Smoothed image')\n", + "plt.axis('off')\n", + "\n", + "plt.show()" + ], + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": "
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\n" + }, + "metadata": { + "needs_background": "light" + } + } + ], + "metadata": {} + }, + { + "source": [ + "#### Question (5 points)\n", "What is the effect of changing kernel_size and sigma?" - ], - "cell_type": "markdown", + ], + "cell_type": "markdown", "metadata": {} - }, + }, { "source": [ "**Your Answer:** Write your solution in this markdown cell." - ], - "cell_type": "markdown", - "metadata": {} - }, - { - "source": [ - "### 1.2 Finding gradients (15 points)\n", - "The gradient of a 2D scalar function $I:\\mathbb{R}^2\\rightarrow{\\mathbb{R}}$ in Cartesian coordinate is defined by:\n", - "\n", - "$$\\nabla{I(x,y)}=\\bigl[\\frac{\\partial{I}}{\\partial{x}},\\frac{\\partial{I}}{\\partial{y}}\\bigr],$$\n", - "\n", - "where\n", - "\n", - "$$\n", - "\\frac{\\partial{I(x,y)}}{\\partial{x}}=\\lim_{\\Delta{x}\\to{0}}\\frac{I(x+\\Delta{x},y)-I(x,y)}{\\Delta{x}} \\\\\n", - "\\frac{\\partial{I(x,y)}}{\\partial{y}}=\\lim_{\\Delta{y}\\to{0}}\\frac{I(x,y+\\Delta{y})-I(x,y)}{\\Delta{y}}.\n", - "$$\n", - "\n", - "In case of images, we can approximate the partial derivatives by taking differences at one pixel intervals:\n", - "\n", - "$$\n", - "\\frac{\\partial{I(x,y)}}{\\partial{x}}\\approx{\\frac{I(x+1,y)-I(x-1,y)}{2}} \\\\\n", - "\\frac{\\partial{I(x,y)}}{\\partial{y}}\\approx{\\frac{I(x,y+1)-I(x,y-1)}{2}}\n", - "$$\n", - "\n", - "Note that the partial derivatives can be computed by convolving the image $I$ with some appropriate kernels $D_x$ and $D_y$:\n", - "\n", - "$$\n", - "\\frac{\\partial{I}}{\\partial{x}}\\approx{I*D_x}=G_x \\\\\n", - "\\frac{\\partial{I}}{\\partial{y}}\\approx{I*D_y}=G_y\n", + ], + "cell_type": "markdown", + "metadata": {} + }, + { + "source": [ + "### 1.2 Finding gradients (15 points)\n", + "The gradient of a 2D scalar function $I:\\mathbb{R}^2\\rightarrow{\\mathbb{R}}$ in Cartesian coordinate is defined by:\n", + "\n", + "$$\\nabla{I(x,y)}=\\bigl[\\frac{\\partial{I}}{\\partial{x}},\\frac{\\partial{I}}{\\partial{y}}\\bigr],$$\n", + "\n", + "where\n", + "\n", + "$$\n", + "\\frac{\\partial{I(x,y)}}{\\partial{x}}=\\lim_{\\Delta{x}\\to{0}}\\frac{I(x+\\Delta{x},y)-I(x,y)}{\\Delta{x}} \\\\\n", + "\\frac{\\partial{I(x,y)}}{\\partial{y}}=\\lim_{\\Delta{y}\\to{0}}\\frac{I(x,y+\\Delta{y})-I(x,y)}{\\Delta{y}}.\n", + "$$\n", + "\n", + "In case of images, we can approximate the partial derivatives by taking differences at one pixel intervals:\n", + "\n", + "$$\n", + "\\frac{\\partial{I(x,y)}}{\\partial{x}}\\approx{\\frac{I(x+1,y)-I(x-1,y)}{2}} \\\\\n", + "\\frac{\\partial{I(x,y)}}{\\partial{y}}\\approx{\\frac{I(x,y+1)-I(x,y-1)}{2}}\n", + "$$\n", + "\n", + "Note that the partial derivatives can be computed by convolving the image $I$ with some appropriate kernels $D_x$ and $D_y$:\n", + "\n", + "$$\n", + "\\frac{\\partial{I}}{\\partial{x}}\\approx{I*D_x}=G_x \\\\\n", + "\\frac{\\partial{I}}{\\partial{y}}\\approx{I*D_y}=G_y\n", "$$" - ], - "cell_type": "markdown", + ], + "cell_type": "markdown", "metadata": { "collapsed": true } - }, + }, { "source": [ - "#### Implementation (5 points)\n", - "Find the kernels $D_x$ and $D_y$ and implement **`partial_x`** and **`partial_y`** using `conv` defined in `edge.py`.\n", - "\n", + "#### Implementation (5 points)\n", + "Find the kernels $D_x$ and $D_y$ and implement **`partial_x`** and **`partial_y`** using `conv` defined in `edge.py`.\n", + "\n", "*-Hint: Remeber that convolution flips the kernel.*" - ], - "cell_type": "markdown", - "metadata": {} - }, - { - "execution_count": null, - "cell_type": "code", - "source": [ - "from edge import partial_x, partial_y\n", - "\n", - "# Test input\n", - "I = np.array(\n", - " [[0, 0, 0],\n", - " [0, 1, 0],\n", - " [0, 0, 0]]\n", - ")\n", - "\n", - "# Expected outputs\n", - "I_x_test = np.array(\n", - " [[ 0, 0, 0],\n", - " [ 0.5, 0, -0.5],\n", - " [ 0, 0, 0]]\n", - ")\n", - "\n", - "I_y_test = np.array(\n", - " [[ 0, 0.5, 0],\n", - " [ 0, 0, 0],\n", - " [ 0, -0.5, 0]]\n", - ")\n", - "\n", - "# Compute partial derivatives\n", - "I_x = partial_x(I)\n", - "I_y = partial_y(I)\n", - "\n", - "# Test correctness of partial_x and partial_y\n", - "if not np.all(I_x == I_x_test):\n", - " print('partial_x incorrect')\n", - " \n", - "if not np.all(I_y == I_y_test):\n", + ], + "cell_type": "markdown", + "metadata": {} + }, + { + "execution_count": 4, + "cell_type": "code", + "source": [ + "from edge import partial_x, partial_y\n", + "\n", + "# Test input\n", + "I = np.array(\n", + " [[0, 0, 0],\n", + " [0, 1, 0],\n", + " [0, 0, 0]]\n", + ")\n", + "\n", + "# Expected outputs\n", + "I_x_test = np.array(\n", + " [[ 0, 0, 0],\n", + " [ 0.5, 0, -0.5],\n", + " [ 0, 0, 0]]\n", + ")\n", + "\n", + "I_y_test = np.array(\n", + " [[ 0, 0.5, 0],\n", + " [ 0, 0, 0],\n", + " [ 0, -0.5, 0]]\n", + ")\n", + "\n", + "# Compute partial derivatives\n", + "I_x = partial_x(I)\n", + "I_y = partial_y(I)\n", + "\n", + "# Test correctness of partial_x and partial_y\n", + "if not np.all(I_x == I_x_test):\n", + " print('partial_x incorrect')\n", + " \n", + "if not np.all(I_y == I_y_test):\n", " print('partial_y incorrect')" - ], - "outputs": [], - "metadata": {} - }, - { - "execution_count": null, - "cell_type": "code", - "source": [ - "# Compute partial derivatives of smoothed image\n", - "Gx = partial_x(smoothed)\n", - "Gy = partial_y(smoothed)\n", - "\n", - "plt.subplot(1,2,1)\n", - "plt.imshow(Gx)\n", - "plt.title('Derivative in x direction')\n", - "plt.axis('off')\n", - "\n", - "plt.subplot(1,2,2)\n", - "plt.imshow(Gy)\n", - "plt.title('Derivative in y direction')\n", - "plt.axis('off')\n", - "\n", - "plt.show()" - ], - "outputs": [], + ], + "outputs": [], "metadata": {} - }, + }, { + "execution_count": 5, + "cell_type": "code", "source": [ - "#### Question (5 points)\n", + "# Compute partial derivatives of smoothed image\n", + "Gx = partial_x(smoothed)\n", + "Gy = partial_y(smoothed)\n", + "\n", + "plt.subplot(1,2,1)\n", + "plt.imshow(Gx)\n", + "plt.title('Derivative in x direction')\n", + "plt.axis('off')\n", + "\n", + "plt.subplot(1,2,2)\n", + "plt.imshow(Gy)\n", + "plt.title('Derivative in y direction')\n", + "plt.axis('off')\n", + "\n", + "plt.show()" + ], + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": "
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\n" + }, + "metadata": { + "needs_background": "light" + } + } + ], + "metadata": {} + }, + { + "source": [ + "#### Question (5 points)\n", "What is the reason for performing smoothing prior to computing the gradients?" - ], - "cell_type": "markdown", + ], + "cell_type": "markdown", "metadata": {} - }, + }, { "source": [ "**Your Answer:** Write your solution in this markdown cell." - ], - "cell_type": "markdown", + ], + "cell_type": "markdown", "metadata": {} - }, + }, { "source": [ - "#### Implementation (5 points)\n", - "Now, we can compute the magnitude and direction of gradient with the two partial derivatives:\n", - "\n", - "$$\n", - "G = \\sqrt{G_{x}^{2}+G_{y}^{2}} \\\\\n", - "\\Theta = arctan\\bigl(\\frac{G_{y}}{G_{x}}\\bigr)\n", - "$$\n", - "\n", + "#### Implementation (5 points)\n", + "Now, we can compute the magnitude and direction of gradient with the two partial derivatives:\n", + "\n", + "$$\n", + "G = \\sqrt{G_{x}^{2}+G_{y}^{2}} \\\\\n", + "\\Theta = arctan\\bigl(\\frac{G_{y}}{G_{x}}\\bigr)\n", + "$$\n", + "\n", "Implement **`gradient`** in `edge.py` which takes in an image and outputs $G$ and $\\Theta$." - ], - "cell_type": "markdown", - "metadata": {} - }, - { - "execution_count": null, - "cell_type": "code", - "source": [ - "from edge import gradient\n", - "\n", - "G, theta = gradient(smoothed)\n", - "\n", - "if not np.all(G >= 0):\n", - " print('Magnitude of gradients should be non-negative.')\n", - " \n", - "if not np.all((theta >= 0) * (theta < 360)):\n", - " print('Direction of gradients should be in range 0 <= theta < 360')\n", - "\n", - "plt.imshow(G)\n", - "plt.title('Gradient magnitude')\n", - "plt.axis('off')\n", + ], + "cell_type": "markdown", + "metadata": {} + }, + { + "execution_count": 6, + "cell_type": "code", + "source": [ + "from edge import gradient\n", + "\n", + "G, theta = gradient(smoothed)\n", + "\n", + "if not np.all(G >= 0):\n", + " print('Magnitude of gradients should be non-negative.')\n", + " \n", + "if not np.all((theta >= 0) * (theta < 360)):\n", + " print('Direction of gradients should be in range 0 <= theta < 360')\n", + "\n", + "plt.imshow(G)\n", + "plt.title('Gradient magnitude')\n", + "plt.axis('off')\n", "plt.show()" - ], - "outputs": [], - "metadata": {} - }, - { - "source": [ - "### 1.3 Non-maximum suppression (15 points)\n", - "You should be able to see that the edges extracted from the gradient of the smoothed image are quite thick and blurry. The purpose of this step is to convert the \"blurred\" edges into \"sharp\" edges. Basically, this is done by preserving all local maxima in the gradient image and discarding everything else. The algorithm is for each pixel (x,y) in the gradient image:\n", - "1. Round the gradient direction $\\Theta[y,x]$ to the nearest 45 degrees, corresponding to the use of an 8-connected neighbourhood.\n", - "\n", - "2. Compare the edge strength of the current pixel with the edge strength of the pixel in the positive and negative gradient directions. For example, if the gradient direction is south (theta=90), compare with the pixels to the north and south.\n", - "\n", - "3. If the edge strength of the current pixel is the largest; preserve the value of the edge strength. If not, suppress (i.e. remove) the value.\n", - "\n", - "Implement **`non_maximum_suppression`** in `edge.py`.\n", - "\n", + ], + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": "
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\n" + }, + "metadata": { + "needs_background": "light" + } + } + ], + "metadata": {} + }, + { + "source": [ + "### 1.3 Non-maximum suppression (15 points)\n", + "You should be able to see that the edges extracted from the gradient of the smoothed image are quite thick and blurry. The purpose of this step is to convert the \"blurred\" edges into \"sharp\" edges. Basically, this is done by preserving all local maxima in the gradient image and discarding everything else. The algorithm is for each pixel (x,y) in the gradient image:\n", + "1. Round the gradient direction $\\Theta[y,x]$ to the nearest 45 degrees, corresponding to the use of an 8-connected neighbourhood.\n", + "\n", + "2. Compare the edge strength of the current pixel with the edge strength of the pixel in the positive and negative gradient directions. For example, if the gradient direction is south (theta=90), compare with the pixels to the north and south.\n", + "\n", + "3. If the edge strength of the current pixel is the largest; preserve the value of the edge strength. If not, suppress (i.e. remove) the value.\n", + "\n", + "Implement **`non_maximum_suppression`** in `edge.py`.\n", + "\n", "We provide the correct output and the difference between it and your result for debugging purposes. If you see white spots in the Difference image, you should check your implementation." - ], - "cell_type": "markdown", - "metadata": {} - }, - { - "execution_count": null, - "cell_type": "code", - "source": [ - "from edge import non_maximum_suppression\n", - "\n", - "# Test input\n", - "g = np.array(\n", - " [[0.4, 0.5, 0.6],\n", - " [0.3, 0.5, 0.7],\n", - " [0.4, 0.5, 0.6]]\n", - ")\n", - "\n", - "# Print out non-maximum suppressed output\n", - "# varying theta\n", - "for angle in range(0, 180, 45):\n", - " #print('Thetas:', angle)\n", - " t = np.ones((3, 3)) * angle # Initialize theta\n", + ], + "cell_type": "markdown", + "metadata": {} + }, + { + "execution_count": 7, + "cell_type": "code", + "source": [ + "from edge import non_maximum_suppression\n", + "\n", + "# Test input\n", + "g = np.array(\n", + " [[0.4, 0.5, 0.6],\n", + " [0.3, 0.5, 0.7],\n", + " [0.4, 0.5, 0.6]]\n", + ")\n", + "\n", + "# Print out non-maximum suppressed output\n", + "# varying theta\n", + "for angle in range(0, 180, 45):\n", + " #print('Thetas:', angle)\n", + " t = np.ones((3, 3)) * angle # Initialize theta\n", " print(non_maximum_suppression(g, t))\n" - ], - "outputs": [], - "metadata": {} - }, - { - "execution_count": null, - "cell_type": "code", - "source": [ - "nms = non_maximum_suppression(G, theta)\n", - "plt.imshow(nms)\n", - "plt.title('Non-maximum suppressed')\n", - "plt.axis('off')\n", - "plt.show()\n", - "\n", - "plt.subplot(1, 3, 1)\n", - "plt.imshow(nms)\n", - "plt.axis('off')\n", - "plt.title('Your result')\n", - "\n", - "plt.subplot(1, 3, 2)\n", - "reference = np.load('references/iguana_non_max_suppressed.npy')\n", - "plt.imshow(reference)\n", - "plt.axis('off')\n", - "plt.title('Reference')\n", - "\n", - "plt.subplot(1, 3, 3)\n", - "plt.imshow(nms - reference)\n", - "plt.title('Difference')\n", - "plt.axis('off')\n", - "plt.show()\n", - "\n", + ], + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "[[0. 0. 0.6]\n [0. 0. 0.7]\n [0. 0. 0.6]]\n[[0. 0. 0.6]\n [0. 0. 0.7]\n [0.4 0.5 0.6]]\n[[0.4 0.5 0. ]\n [0. 0.5 0.7]\n [0.4 0.5 0. ]]\n[[0.4 0.5 0.6]\n [0. 0. 0.7]\n [0. 0. 0.6]]\n" + ] + } + ], + "metadata": {} + }, + { + "execution_count": 8, + "cell_type": "code", + "source": [ + "nms = non_maximum_suppression(G, theta)\n", + "plt.imshow(nms)\n", + "plt.title('Non-maximum suppressed')\n", + "plt.axis('off')\n", + "plt.show()\n", + "\n", + "plt.subplot(1, 3, 1)\n", + "plt.imshow(nms)\n", + "plt.axis('off')\n", + "plt.title('Your result')\n", + "\n", + "plt.subplot(1, 3, 2)\n", + "reference = np.load('references/iguana_non_max_suppressed.npy')\n", + "plt.imshow(reference)\n", + "plt.axis('off')\n", + "plt.title('Reference')\n", + "\n", + "plt.subplot(1, 3, 3)\n", + "plt.imshow(nms - reference)\n", + "plt.title('Difference')\n", + "plt.axis('off')\n", + "plt.show()\n", + "\n", "np.amax(nms-reference)" - ], - "outputs": [], + ], + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": "
", + "image/svg+xml": "\n\n\n\n \n \n \n \n 2021-01-02T17:44:09.354666\n image/svg+xml\n \n \n Matplotlib v3.3.2, https://matplotlib.org/\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n", + "image/png": 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\n" 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\n" + }, + "metadata": { + "needs_background": "light" + } + }, + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "0.004954806714090564" + ] + }, + "metadata": {}, + "execution_count": 8 + } + ], + "metadata": {} + }, + { + "source": [ + "### 1.4 Double Thresholding (20 points)\n", + "\n", + "The edge-pixels remaining after the non-maximum suppression step are (still) marked with their strength pixel-by-pixel. Many of these will probably be true edges in the image, but some may be caused by noise or color variations, for instance, due to rough surfaces. The simplest way to discern between these would be to use a threshold, so that only edges stronger that a certain value would be preserved. The Canny edge detection algorithm uses double thresholding. Edge pixels stronger than the high threshold are marked as strong; edge pixels weaker than the low threshold are suppressed and edge pixels between the two thresholds are marked as weak.\n", + "\n", + "Implement **`double_thresholding`** in `edge.py`" + ], + "cell_type": "markdown", "metadata": {} - }, + }, { + "execution_count": 9, + "cell_type": "code", "source": [ - "### 1.4 Double Thresholding (20 points)\n", - "\n", - "The edge-pixels remaining after the non-maximum suppression step are (still) marked with their strength pixel-by-pixel. Many of these will probably be true edges in the image, but some may be caused by noise or color variations, for instance, due to rough surfaces. The simplest way to discern between these would be to use a threshold, so that only edges stronger that a certain value would be preserved. The Canny edge detection algorithm uses double thresholding. Edge pixels stronger than the high threshold are marked as strong; edge pixels weaker than the low threshold are suppressed and edge pixels between the two thresholds are marked as weak.\n", - "\n", - "Implement **`double_thresholding`** in `edge.py`" - ], - "cell_type": "markdown", - "metadata": {} - }, - { - "execution_count": null, - "cell_type": "code", - "source": [ - "from edge import double_thresholding\n", - "\n", - "low_threshold = 0.02\n", - "high_threshold = 0.03\n", - "\n", - "strong_edges, weak_edges = double_thresholding(nms, high_threshold, low_threshold)\n", - "assert(np.sum(strong_edges & weak_edges) == 0)\n", - "\n", - "edges=strong_edges * 1.0 + weak_edges * 0.5\n", - "\n", - "plt.subplot(1,2,1)\n", - "plt.imshow(strong_edges)\n", - "plt.title('Strong Edges')\n", - "plt.axis('off')\n", - "\n", - "plt.subplot(1,2,2)\n", - "plt.imshow(edges)\n", - "plt.title('Strong+Weak Edges')\n", - "plt.axis('off')\n", - "\n", + "from edge import double_thresholding\n", + "\n", + "low_threshold = 0.02\n", + "high_threshold = 0.03\n", + "\n", + "strong_edges, weak_edges = double_thresholding(nms, high_threshold, low_threshold)\n", + "assert(np.sum(strong_edges & weak_edges) == 0)\n", + "\n", + "edges=strong_edges * 1.0 + weak_edges * 0.5\n", + "\n", + "plt.subplot(1,2,1)\n", + "plt.imshow(strong_edges)\n", + "plt.title('Strong Edges')\n", + "plt.axis('off')\n", + "\n", + "plt.subplot(1,2,2)\n", + "plt.imshow(edges)\n", + "plt.title('Strong+Weak Edges')\n", + "plt.axis('off')\n", + "\n", "plt.show()" - ], - "outputs": [], + ], + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": "
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+B0Zu2le8+zYDM2vkR3/3icORNZJasmqOLQzRdNcl2xX2ckua8JyG744lcm6Zfoc+mpis0onyyx3krdb9WegEf7UDts7diU7Imd06nGovN5bgOQ1fzdiE26pGt1lRsOgzawsZ5TtLjCS9ON0pv8y0M0qeltdl+0farqf120Yd8FpAnWgHFIrLebt1WJUgke1hGy3/SH+PJr6l/6w8gXwxv45cYC32RV1ERnUekTlbzl3pFN+0AyYod6Ld8Topd2bbaLFT0x62aa2pblo5vvDmH+NHvTPlmfT02JUnkC/mVwgN38sXFvuseaLhFcVTK3O2nLvSKb5pRC04dpvfhUu/3cu5EJzfMEhL+thXfzR9OfS+gzK0uqwEJ7v3iffztB59oDws7pqvGmIxHtkmYu2r8R/Xl/tykoXviB7PiNP80XKbnwlZI2nctUbC7WrwX+naDbdkYb/7bW3W7W3PXiMvf/Rf7Fvx1caskWfiNH+QNZKaZbVDnrqVs2ak7qcHVF94DDsP+1vk9/13+0/jH4sfsfZRdnrjjOk4Q1cpF7z5YrGn5+vNzQj97kin2t4OWO25E+2OV59Pu3UYzWuqb38M+5re9RvC6ru+z8yvq3m3bmntkvxgjY20zU7bntNR0tUTCykXvPmCxZKDVh+PDc9Mp9reqFpAnWiHFYpdDh0dcBI/ONioPtpjmJ47/EddRDi9R3wp+WY3ReaQxHun/dGxfDY63c52wATlTrQ7XjCvdud0hA4Y+nNUH+lY/7lzeA47NvNT1XBSKPnQ61vOXqvOI8etE6xov0PeIzJGJ9rRsXw2Ot3ORtSCL5QboP9jditxyau1fomkthIgr56nZpmYO0fpKOk+C1eS9TZf2yl6unS0orcL+mJ1rkiAumr007aDvtVsA5kFLh6cPVh+PBvg9SSRiELWSF7mtUWs59tvG8N0n/VHVPv/36FGUn6wfoFPanuXGjnyGfhLF0xW1sib10hqltUOeup2UfRMFfJbPRu2yjpltj5TB4q3RuYp/vHaSunfH7fYJ8HaJ9Lunp+kz+44Rdp6OrUFqznPRLvjNXu8QH6z81n6Q7XSBx4uzPz6Wf+FPG4L3CwdMP9fK12SzD5+s300w1Yq//rj/XmtPyhY+0TGuOfH5fXM8biCZl9TJuiL1wLqRHvyQqEdpLMTCJN7p8SK9gW03xqXGRc2Tf6M2C0d6+XNuGBreUb6VstnVTxn5MdN9d4+QbkT7Y4XlnezeK3MZ7glr5eLvTc1+/PfUBb2/5m6QD/09lvjgvl0Vvyi7JaO9T6JHgMWX0X6FuODTeJXxHMG3Vjv+0+mrgBE89gdUCh/tz47bYfxWeEHj4zIC6ZWn5l5YeULERV7yS+nj4076Cjov32CcifaHS/t2BnlsTunofyd+lg+fa45brUdxmeFH1qzf7pdGyOML5wsYCuQWF9OZsTf/PLYP5KrVF9qsjoqbwXdQUdB/5xM9YE8LajYxfIEvXb643T7Z+m3y26tXOkijsETU6rtqblxql5GG7ZPUO5Eu+NlGTeePIZj+CS7IvSSJkawrebvSEn9re2tX9OLphGbtfpJEypqMkXFk9Nx9OMREj/NRAdDvxqr9Q/lh1PG7F30MtqQkymsSOy2h7Ntp46n+eZU2yk8q/9H9eJgkXfa+D1NnwE7tk9Q7kS742UZM9Y8PjGnoT6jOnomCdeNbWu+96KoG2Ooi3XitSoG1i18FEZt8MY9euUwSi/JX1e+YRNL6l2qk8bvafoM2PEck6krKBH9dgYWSyzq2G5/R9v57MQVDI/fIvg9I53ij2eKDVcPkrJGRpI0YcDGFXVsVA/s/6NttXygTRYdNMet+mht9+rZ2zwSu75/BL+IydSKSS21YklNtGbrY43V3YmsBR+lUGguzF5E6k/pudvnEf5e2Z/iF8lXw2dEHpWfM2MW5eNZOkbrfDd7F9i0fYJyJ9odr8hxgeUyPOYFJVOzfUnzXozH3p4/9n8vL7jVbMY2PWxL2OgqGYRm9UyjoyfvvDk76lONPEsucR+LmDV5O2lCpbkG3I3aM02mrAmyMpiRsmYl4u7E9sin+vT+2TFod8mcydNjE9eH44Xh5DjMGpOnEFcPkrJGRo6h/hg2CbHwitRdmgSsWMG45Fu2+7VGbwO7znG+mvmekTY+0ntiFpkUb69dPU9PznF9uJhgkPw3GodR36+8nqwmshZQJ9qTFYrVumlk7ki4ExL95Nid6ANtfyyuWjlYP20OY/1G7NMWDo39J8XsDsTVg6SskZG6YTLhk/0LK98Jkq49katXUjyiVn8iaFYMqNUVyS6tD7HYevwH23E5AttRq1Nen0FofTQql5OzMhd3ElkL7looDIarE96L3TZ6/bJb7l19Z7WXsnMkf7T9Rtpp83yk74j/on2alJMpK+2OV1DMVWNmBBg/yyoE1W5kpYGS09vLtfGspFm3krXGTyRXTjJ35N8Fz4qVJqc1Pub4afJ8tO+I/7AcGZUn8X92akQt+EL5AKi1qtt5qH1aXFWwtN0Nra6adn0stHHB5Fj9PSJDSxiuHLGek6DNOwt/yKfPcey8pJ+3L+Rz9ad49MdH5SUSHxE7auTj8fgSQTweD7StBE0b2N7aB+vXWlPxeXl5+YwPxOvr65f+f8XFqmPvb499VhmjNfL19RXV88ofT5yyRr7hGkuX/2bUyFk5disIib99FjhKkTPwSHnRTwdO8I2G36jM2X7r4e23I64RsqW+EfytPPq2WD+O3wlj7G7E1YOkrJEr5WnGb+THIzAerflWRUZsx9pQsrl3pLQ2emzwXFshZuaYR29NLkl6j9rm8U/fFuvH8RvVN2pc3InIWnDnQuG5MGkQoZeG166LisV/M/iNyp3ht8j474wtJRcep3Tz5qzVVgtGfErxSiL9tX2CcifaHS9N/lvbaBChl4aXRV7EjR329TWszax4XLxHfUz5bcRHkfG3xjaSKLnwOKWbN2ettlpg8Sk1+bbG4yNOpN79hdaC22/ze4s9fQ5bwrVsSdASxZ/Tz7vF6zRgPtD0sfK/+sBlbY98DCPb7ihe0Tpq5JbyuX85u2DbiJy1jBGONPpywLZSrIhDInEK7lAjqW1CmuvN1Rf+qwFsK/X1bCMsRX/dgVsHtbK1NdK7rfHCSTVSsoU6/5FrJLeVUlMj4dbc3N7XQbj4bZ8FRpN19r1Cn906rPI59L3Wdk8fj+8xHSPspNp580PibeVH+dkrh+ur9Y+GX1SsovLpGag5bpI/MvW+4z6S0H+sIHLb2KQcmDYuPHZrdIn2pZXfaDwh+uPWjyNExg7yGr1uUnZS7TS+hu0eyN8ps+STpJdGRw0f6rzWPxp+UbGKyqdnoEbVAupEA4XijqRJ5hMSZYYO3kEeJZvyr1X2LN9oL0Y7YyBdcEdjMyofO2flreUxKo/z2ezxcCdqB0xQ7kQjE6MTJlRc7nNjdIQ8PoM6SH0l/tcNN/dujHdCpZ38UP61+ltq73mvjNIrOhek/PPoifW3+MCS95J87JyVt5bHqDzO59FxvzM1ar5EnXjz3X7FFzmHxCr5EXqvkMsN4hk+m8EP039Fbml00ZyL0lvTX9LRqrMnp6Q80+SelKMzcveO1A6YoNyJRv19woTKc/OvGXNa260rLxafYbrClUJOP499mF8ifcb5xhtfjf6z8o/zC+cvjS9b+3xSPDKJx/pLOsJVtBk5JeWZJvekHB3N3WehRtUC6kQLKBR3p1XJo70ocMd2JflsuRf/qFhQF6RVMfbIt+hntUUrP6JNVH+qHYQn7qvy4VRqB0xQ7kQRPp85mdLyHv0owYgNlskcN5GixjP2f89qjUXvfqI4ej2RJp2XXyKuXZi+q66JPSzyMZ2xCRSMh2ZSrvWrZhyM+tHSn2oHwfWh5K3Kh1OpUbWAOtGCCsWz0Ozk0QzW/v93TWivztH27vIhJlfSg7uoRfhI4wvpwhvpmyheEm9O3l3HV4Dftk9Q7kQRPp/xvo91xUuzUiP1nz1eJP79+R6UnyO3aEoTK68fPatwo7nD+XAFYXIlPbDz2omhxscaX2CyvHkwM8acvppjM3S5EzWqFlAnWlChSAoL4FDiQuy2Z6cdJ/jActGi+liOeXTa4UOtHzQ5QPm4P87xeZYxY/T/9gnKnSjC55GTqZFtg7u3Gwbkbmvt89Ur7URxZLyPTqYoHakJoNUOzeQvYjtadDwxuzgfwvPUu3EYH+t2U0s+RvtF0kOby5SP++McH4i7X0OU/r/vZGp0YHv6Y31G9Zjlm8h2p8cYDvIVubAqdlG6cRe/iL7ShXVWLmC6cTI5PppjH5HaAROUO9HueMFcH92uN9rHw8dD1vettNu5MBkWffrf2P8t/eBvrW/7Nv3/+wlbhJwVZM0vytfUe04eO6m+lA/hFsMI31J8MN04mRwfzbGPSI2qBdSJdkihmJ18VFvYDx7b7Zco33p8qOlnHaQen3r199o0w/+UPrP4R/TleEaOV6tciz4z/X5nagdMUO5Eu+MVmbsXrE/oe2DnZxM36fFsdaTs1PTHfGGJG7VdUuJJfVQD48+tdmFyLDZFE6fPLP7evpzfZ+hP5YmlPafPTL/fmRpVC6gT7YBCsWvwYscyiXBfYYiMc39uJAbaC8+IHaN+PE3OSDwjbNLEnpIjHcP6Sfkwmud3oHbABOVOFOX3kRWlWTpQkxRunMzOz7ttI4q4dmDvUVHxuP7v+fAIFVfOptV+tPrNuu0Vk8PxofSS5Eb5EIu9VkfpGNZPyoeRPD+ZwDjBawF1ogUWCm+S7AgGlTwjCWLp+6zJSPnX0n7EH9qLiSdmUX6Bts6QTdlFyeP0kPQbtQGOPUymFENLTkA5WvueaZy2AyYod6Iov3smCdG5Z/nQAfZ7ZDxY+kJE2i+9s7SCoE3SlsG+/fV/2EdakcLkUsc8MYvyC7RVI9s7ocLynPIRdlzzUZZR/8Gxh8VMiqElF6EcrX2rcmQFNaoWUCdaYKHwJMgO52ODdbct1KCOsneHf0d8ou2naWfhtcJXWP7NkmvJK06PmRfTqw/lk1HZnA8s+o7m9EnUDpig3IkifT/6BH2FfCg3QoeeZ8Sk0vNlQc0q3MjHPbS+hoBtqQ9HwEmR9IEJbey0fpyRjxo5M+VivClZnB6SfjDeVh2hjJ7XqGzOBxZ9R2w8hbqtsHgtoE604ELhSZCdckcDPytxopJytY9HdLb2sw7y3THlZMyUyV0oLb7S5KQ1b6EPRuLAtY/07+oxNSkntk9Q7kSRvrdOpqJjr/1SXMTY4V7G90xYsJf8e97Sli9qIqX9EmBErDF/eFcLI9tb287ITU4Gl0dY3EcfWnD2UeewnNS0kbYKUnKtceDaR8Z0dm7MpNtNpjSBmxH4vt9I8kgJvtpXGj1XxXVV/5G2lvyb5cPZecPZy9k2Mi6tbaLzSbpmzPLv3agdMEG5E22KkXqcwRtK6Ytimvc8JB00E7L+gwfUuVW+omy4+llvxj1fANSspklfBbTYCdtqb9qt+efxvUf/WXIweznbtH7hfA/baFZMNT6y2rnKv3eh202mvMEeCT42WLz6RemUNN93EXGfVTSwi/dM32K+gDI1emjbrIyzpFukzLuPca4eJJ1RI7UTHolHa7rtYBhfSgY28ZDey4ETvdm+496L0qxkaCZTlgmh52MR2DGr7zQTRC7ullUzbV5aCOrF8fd8jEKyAZOpsRO20X7kpT83610+Sv/I2M0e47OJrAWnFQprkCP6YAPibgky42J1Enljz/llxsU9Kg6aC3e0Tdg48IwNSVcv31l5FCn77uMQqwNJ59RI7obQk3vaPprxSunWT5R2fNAB2jo6Udqlfy+//5da5ZP0h5DiHvGBDkmehxf1m7Jf04aTyemgjYOkKzy/cvxgellzi/NjVPx3EVYHWmvlqEIxy/GaxN1t54htu3W4E0VezDVxGJFHXai1F+sR/3DHonynKSaS/7x+tfhydo6cRFw9SMoaydGKGz3vByoi+Uqrb7Ptgf287wNRdlHXXA1vy0SkP+7NYayflldr/OSE8qtGpnc8Wj4SgsHidy5eVx+OL/fgxJuDkt92P8x41/G+k6nZfKJk3Nk/H4H6C4P34i3x1bSzyKUu3LP9xB3D/Bitk5afRr6nyKzyqyePJuu4fYJyJ9oZK2seY+9PQT7UzZAk44SbnFH/WMm6dYzz/YgPZ71jBq9HozfJmjj0GOFtHRMa30pbKvtjmB81Oll8rLVRkg/fD5RkaHw2sp3SGuvRCZxDR7wWnF4oFjjGFMyTyHrRSeJjvyoGEcVihV8ombBQzNAx2qenjHNPscDOz9D/Ypt0r8nU6pzFcm/0ZkZ7Q+vMabfsSKLkjL7Po7HBy7/3nfc9MM/1ytoHaz/yLpoUn0sWpWOvT/9vZC56fap9YGLlz9lhyT9JruTHHl79Bd73m0zNcIbEf7bMO/nn2Wl0wI363yJ/Zax7WZoLG7Qnwi/RdlhlQEj9tXZr2kXystqI1YGkrJFamfCdHo6071jMfNIt6RRJs3lj71Fp/ad5v0X7rpm0gmONn5bH7LFAyer/L01SekTJH8kXyMfyDh4EzAHoF8pubDVMK5vS3ZM/Ghvfj+G1gDrRNheKiITz8OdkrhysWht263B3Gh1oEfK9F4/dPunbwf9jFyGLP6LswPh1F0W3fI5vhI0WP2h5aWLSDpig3IlWjMcVY0XLX3qBf5Y+d5tMad4nid6eBCdUFpus7zpRkynLOz+WGGpyXWoT6W9sXGgmUphN1nEcOe4x+f0Yx+RQ8rHVO9hOk0taGy1+0PLSxKQRteAL5VDUWkutNYwfNPySgcnldLr6RmMW31X8PwJ6H0b5s89zjmffhmsXodfouLts8o7hqHGv8S0WU418jK/2+qCJpTbevVyKYDyir62J9Xg8HuX19fVpauTj8VDpNwJJhoa/xOPxeJBtruPUvxGyOXmavlpdqP4vLy9fOra7RlL+iNDr9fX1E/5Y3Dlfnlwjod7aGglzCOOLXR8wP92yRnICSsDM9wQSZpnq2au2jVfHWX0sM/idMTpdrjVXPLpIsZoRS43cVX6eOb4w3hCjfK18NPJXjo1mXJn56DQ7Ht7tWVHjA+bf9X/rSoaks2bVAPLV2N734VZrrON2NKbWlaNLx1lbBSXfWPLI2s+yNbSH1Kb3teRvTna/RW1mjmh5e3WQxhhlH4THLpgX1pyS5K8au++y8FpAnWgLCkWQYWGO5AK1IljWBNvt+7vFN9KXGas5sYQX3RU5YeXFFZwouVgBWuSL7ROUO9HsMRMxmbrQ31h6tzxF5SElW3PDZ5l8aPlq9PX0H/W35Lf+Rt+aF7DdyAQZ62/Jh8hrmMV3lt+Rsjk/SHnbn8f81udEVM5Z499fbzDbPGNY8lXUtUmhE14LdhaK04gLRhT/SF67/bXS/6P2cjw8vLV9vHo/Y3ytdp/sAyyfelDtsT4WGbNzhasHSWtr5KxViNG8x3SLykFtzlt0jfKllQe2IuKZ5Gj8POK3S9YFTLaGtzcnvHqP2sv9XzpnzQdrW+1KIczxUT0lXazxgTHqQbXH+lhkROYKwSsnU9rAW4JplbHbzpNppn+kATlL15FCQWF3nFblwK58iOLPXVNgO0qv1cWCqwdJ62pk1ErGiGxuKxyWpxb+2jyOuBGMvJGdHT9J59bo1YbRnOFiqI0vXIkYlSv1o6DVcTTHLHEdaU/51es7rX9n+gbGi7IFxhS79lzHRldXlXqfMZnSJPvsoEmOloI3osfsQM/y2w79TvSJVbdoG1bHwjJu7hLzVf7Tjh3seqO5/ky6Rm2foNyJZubNihzFcrV/h4W7iZuUf5/87nWwyvDewFomJRCjK09WHaP8HnXTPHMy5d0qp+E7Ognl5FnygrLV49cRWnX96WHxMXf9mT3xJGsBdaJNLBQrgkQ53aObdXB6bJ/pF8g7+iI3O367dRjJCa/+J9h96cDZGqln1DiL9K32Yj9ql3aMYoj0XWPqQdLHqJHaLUbU+xCzbOfOeScx1EQNk4WtGsF2GP8Z70v1k6rW5k/itHw9OaHNG8n3s+ziYnrpQNkaOeHF5MyKp6Qz9MHo+Nf014zRnhfUK/AahdcC6kSbUCiijJkhb4VuXPBn2q5NwhWxoHBCfKLiGcFPulCstm+FzB12WfpQvteML03cOD6UfKzNoG+2T1DuRDNyczSGo/Ko9y4uUOcjbuwo2yWfaORzL8Rz4wrzi/f9FG6LngRp+6Emdzg/jcbP+66VNWaaXJHiF2GbRp/oyY5mrM6Qo4015XvN+NLkL8eHko+1GfQNXguoEy24UEQYEZEQmKNX6rVKvuaiM9M+iNG47ciVlTyjLjZ38s8dibp4w1zHYiX50HttwHQasG/7BOVOFJ1bI7EbzefRPJylEyXfsupDvQOG/X/GTXevwyULwsK3tc8ntZJsqZ1k94wcsNiN5QXMg9W5Kq2URa1IeifvEXaNxJRCf47LB27MUjy0Og3Yh9cC6kSbUChmBN0i0+vESN0jg8rJoBJ6h9/vQF6duX4ST+q89uKAXaBm+ebivzqXTiStD7A2cFxKsdfK8ehH8No+QbkTReVU9HYgSy5b843iY53caHSi9Il+z6XHrMkU5/dRWdZVOc/qoldnrp/Esz9v3eKHYdTnlN97/pS8WROfaIpaYdb4HGsDx6WUM1o5Hv0IXngtoE60wEJxAkUNpFP1jLxYROoqJe0MvTl+3nMav0NbICJ9OpovUX6V/LkjLyPjG2WLpR9sa/X7iM3tgAnKnWh3TkeRdTIXMWnSnI/I6b6f1Fe7uqP1h0ZX6drCnbP4F75n5fGvx/e9/tAWiIj4Q/tg++hJjTTJa42eoFttl/QYtQ3qalnFHLXFkuOwLeX3iHxC2uO1gDrRFhcKz6CKdNAptEtvq9+ltpZYYhe+0UEZPaBnyRuNwap8oS5WlPyVus2M7QweUTKwcRMge/sE5U4U4XPLakaPiBsnqw6e9tETKpjrEZM6ql1/g4pd07gbWKltD4vN1/+lPOC2AXJyOR9gdml8rLVT4qflw8XMk3OevJT01dhinSD1q8OWlWLMBu/kzBrnKF9L7aL0ImsBdaIFFYpdzl8R0Lv4wiJbe2GHSQr7We2ITnovjxmDLzI2l06e4hTpT0n+Sb6L1mm2bZ5xGBULrh4k7ZtMYTH03CxRPO+yBQnzxehkipt0YO9saPx2Ad7UW7eqUXZbfWBdNZMmYpweUbmkfUcI+vjSCcZqNkFZUq6s0s0SE0qn0QceM3ytyV+YDxGxIGvB7EKxi1YOorsR5xuN3+DFFOujPUbxjLDRY6fGtp3xwi4MK+Rr4nmCr7z5sIuXJuZUDsB80OS0Qu72CcqdKCLWuyYyfV7caTJl+fCCxAP+e/2fGzOtNfEGFY7R67dmS5iWZ0T8tfI0to3GxJsD1La+CB+N+hIew/LAau+ovzz54JlMzfY/5Vvq/9Q4tOYKWQtmF4pdtHIgnUiei6SHt+UCz11wogsFJ4+zSXNB3BU3Sc9Z+lCyuIvZSRR9Ydfk8Kgu3JiA/5dywmI7rAFJcydTkU/yI/J4t74a/hHy4Q04t5XNo5Nm7GJ2U9cH7now4g/IF05SMJ9Q+s3KCUyWZiI7Uyftlkl4fKWfKH01eeDhIdkpyZDGgMSP+7+UE5a4wBpw0dRC4aWIhLPy2JXkJ/tQw5dK4FEeUfpzA07rtx4z4yXJmK2DVR51wTqNovXi7LaMgZF4W2Ua9No+QbkTjebSyBa90YnNlROWLUA7J3+SzyLevaJWqiz6QL7e64PEA9Pf4z94nen/j8Ubs6GHVgfvagcnw6ID5RNLvDX6ROo2QtqV1AjZnN2WMTASby6nqVgq9cJrAXWiBRQKbxA8CRchd4e9K31oveBJvvIOEk5XindUbCHPXo4kb0Zujl4wVueQ1q+e2OyyY0RnLJ8i40+d08j1xKcdMEG5E43kkfaGUrr5XUWrZVomTZatf5oVIIut3PtIkJfHhxQPeJzKJ81EAfLvefVyrn+ld8Wi807iGynX8nBBkjka+5F+WtsoOyIe1GD6W+2R4k+d08j1xKdRtYA60QYLRYTTV9KMC8AJeqz0K4yl9eJHJTt33DAATIPRytcDLd/RWFpkYjI8Mk+h2bpbctCrqyZvpVzR6tkOmKDciWbklHbLWLQcTX5GrkpJtmhu/CNt43hpJ3aa7VT9/ym51IQPa0/x6aH1AdUWnpPeK6P0sELLV/KRNKG0yMRktGb7I8pamrESzG1pnUEXPCun2nebruPcgycpVzTxf2+H1oIvloPxZtcbaq1TZUXzr7V+Sf9o3q01M09PH21/zM7LfiqGkFffrgfFp++vsa2PB3f+4gN/c/1mAdpohXf8SL5KfBtmjO2eL5eD/diA/+/5XeMFO5+4N7xj/PF4mGW9vr66+lHyuRo5Kufl5QXl1/OFMqixwenSn2utldfXV7Sdtkb2/aNrpBQ/S418PB7l8XjcqkZitkfWSMh/NIexnI1AND8Jfb5owI3RUg6ukdQsq0166gYJzgypcxZ+s2faq/yB2eW1L9In0mx/xG6JF+UDjQ6UrpjsFTnExVqjt8fWFflxCs2wSctzZLxa+3J5ax0njakHSfNrpPSOChdPrC/3FH7nu0/chw6kp/FUDlvHjYYv9g6VZFO/qsRtKfTqJ/GifIDlCrZKgfHHZEfY5IkJdtzqYy4umF8w/2F9pNyw0IrxOSOGHE8s1zzjg+qr3cYq5ZIgG68F1Ik2oVBYHK9x7kgwdtjk7RthX7R/uLhpYjIau9F+nJ/h+VX5BWWvzGtJzknjK8qmSJ4wbtS56FzRHjec3z5BuRNF5xf3/g08L+VUf8PYx916k0bdeEeOI817PZzdUl57dOp18b7bxo1BSWdtO04+Z5PUj/MzzKcI/2tj1Mvi5Fq2Z2p825ruK4KSjzXjKHKscbxmxEzKe6zNjPyRctjarzuP1wLqRJtQKKzBtDjXE4hZg38kMajgj+gRkajaBKQGCRxIfTvqt0Z3r22YTqvyQ2NDRMwicmaHDpG2zI4TJovKpRF9pHzl5Eu/wbntE5Q7UWR+UTc9fby0N+za8eCZuETYBsdDP2nxTqa8vu0xYqPEg5KD6QDbUb81umts07xHJPk9atLN6aK1i1qltejGTUAo30urw9oJnnXypbFFurZEEBcTmL+ePNXIhvl62c3Jl36Dc3gtoE604ELhcZzFsZ4gRCeSJXEsPjnFNu1Aie4fnSsYb25wz8oTir/22IoYzrR/NkXrLeWo1A6DR65mLHD6CHZsn6DciSLzS7OyED2ZwnjOHEPcmNFOpDCdPHrOsO2CtE1Ma592JZLyi1a+lAOc3zV5OupPyJ87hsm2TEg4X3I+oPwaMRGK8Kk3J63x0pzj/AvhkYvlI/cwR+oPzuG1gDrRggvFLJKc4g38qgSbqc8q+6C8GXI1A8szCDV+mxEXjCemu2RPlG4rZNydNP6x5J62LZUr2j6WfG4HTFDuRJH5Rd0ESm2k8zDPWsO/PMY9uY5+f0N7U4fdBHn8aBlbGv5ef1y+x2LgzREqzlwbTVvOdtjXYo9mhYjSD9Ndsseqm8e/2PGZK0oj/Gby0fjHkntYW+0KGxUTSieNHe/n8FpAnWjBhcJrvNXR1mCtIEvijPIY7XMKYTEcHYSr44npw+WrcUCH2KfhMxKHnflzB7kW31vzw9lv+wTlThSZO5oJhie/KD7wOLxxW/ECPGeX9Ul6a/JNc9STeeskN5qo95SoeFtyQyuf20Z3xcI6sZXyFbPXa5+0Jc/iJ0sc4HbIyHe7LOSNvZQX0nHPNUx7XsqPp5hMcQNEahOZDDMSaKaPPDy4i9Ld/ITZorUvygYLH41u1viMxnJEvmaMrvLtCXxHZVqvcbPygurXDpig3Ilm549m/HE54MmP2WOHex+EurnE3nugeErnIUbipZkwUDZy9lr1wPJEYx923nNzL8mBEy1JN0t8qIkl1Bn63epTqa3WF574RvKL4sutpFN+5mLEjXFOV+tqIvbAyPI+WaNqAXWiLSgU8DjlRCqpPckwKzFPJa29GPrjJ9gB9dDkBpd3Ft9E2hDBz8PL22d2XFfkygo9NbkGx9Wort6+jK7bJyh3ohU51h/H2nB55MmPkXzUEHfzo7mJ92yHpCYI/ZY17dYz6G/K9xqe0fkD9dDkBpd32DnqxjPCTk5fa455eHn7RMcbTi6icyjCx5oc0E6m4HiCseB01UyMpT63m0xxA5pTHvLwJkJEAkUnYJRMLkmjYjfi+5l+gAMRtuN0HrHH2m9G7mn098ZtZ6xn5Mkunn3faN208dfa0w6YoNyJImLY3zRJsdLEukd0Pmlu6iS51KTG+s4NJxO7WerbwJUqSb5norV66x/n+z6uWIy5uGtzCVuBs+agJ2dhf6iHRn/vmIF9ot6Rmp07o37G9MZ4au3o+1p1kx609DGi2mIymfGA1wLqRAsqFJKTRpxIOc16sbDyj0zCKIK6WfTUXGhO8QEn/zre/6vVXWsTl1sSRu32+GlE9qm5forenBwuB1fbi52n8qIdMEG5E0XHj4pVVP5AlCJP5nrSTio0W8Wkd0ZGJlecbh5f9m2xGzLIdzROETHm7Oj/1equsQnbcgdXiThobZQmy5oc8crmfLJjAh2h9yh5tn9yOWiRYdHDoieVF42qBdSJdrNCwQVkZLB4dI1O1Gj9LDpLMdtlp+R/zh5mkLht2+2TKDsieeyyfRVPeBz7LbWJ1s+S18Sx7ROUO9Gq+EXkD8wD+H8tb2kypdG1NXlLkJYs/UZ82bf3PtWeSZbVGO58D00/z+pDdFypd9I89msn9pDHrImUdhKhfTgxIze5XJJ+S220tkux4vhz+Y4cw2sBdaLdsFCMnI+wRZtAs6hPCEk/7mKiTKglNnltkOyj+lt9cxJF6U35Zbd9Wt1X8fT4yaOfpc+oru2ACcqdKDq/iJiE5LclN7mb06jJFPy94ma0HweSfn1bDV+MB7y53fEOFWWDZB/VX+MbyV+e9pr36aTjVr2peEE+ni2Nu2iGnpYcs1yHNLmBbeHVXqM8ujaqFlAn2qJCERXkmbyttliTxyKfuxhoLxTQDiJhzHx3EWeDpLtnsGviA2GNk0Z3T1utHbNixPnlRN01cbLEdobNWhnKvNs+QbkTRcfLmm8zc7mn6HcfsHHTy/JOOHpIY4CaIMKbM4qfpk3U6ltEjlE2cP6i+nrzkAP86AKUwW3T065EWfS23JBbV9E02w6t+lpisJIfljtSvlli49kiTMnQ+LxRtYA60YIKxexAUs7A5ETJtiZPhHxrQkbY1B9bMcgj48/lBWaD1S6p7Sz/XHyj47ArplJcvP6J9rfVd57cGMknmMtUPwWf7ROUO1FEjmm/eDVjzM0aP5Z87X1AHddu3cLshD7WrrJpbIJjDYKLc2TOSPw1WwApaPKGyzNMl5krORdfLg6eWGhtj/6IBAUqB7wTiVF/czmI+Y7Tgzqn7aPZ6kddcyT/NKoWUCdaUKGYHcgT5VouNtF8I+yESddfnHbEzqP/iK49ItuO6AFlRMmbqf+u2M/mRx3Txoc6J/XR8MT0MOq2fYJyJ4rIsdWTKSmHsBuy0S1a8Bxlo7R9R2tDb4fFv94VuH78SX6JuMn23Ehb3qnS2K/lYWlrjQcGLs4jkyiv/tw2RO/EnuPt3eY2kgvaY1J8pHNSHw1PTA+jbngtoE60oEIxO5BamTvkcnZr9el15xLMayOHXfFaEXONXZg/NG29fpPk9cci4sLZ5ckpTR9vnlp02JFvWHw4366y25qP7YAJyp0oInYnTKZgvo7e8Gtv6jm74W9sgndNuKQ87wH7a32DAcrUfixgxJ9a3458hEGbh5g/NG21/K3y+mMR+czZpbW7n9T30OSzl7jVsVHeXM5p/Kn1rUWW5UELdb3V5kujagF1ogUVitmBvAtpk4jqq+kjtcEg6RsxsHf7XWOnJQbSRUDrM20srLqO+AXTx6Kj1ZcrbN1FXI6M+s2aM4b22ycod6KIPDlhMjXz4w/aVa7ebixfOT7aMdG34T4soOF3ndPIhfKsky7L5NQqR2unlo/kO22sMJ6a9pJ/tETJxPSx6Gj1JRXz1sY/2jJrlVR7nssRDS/Ne2eSHlcbQ47htYA60YIKhdZJH4k8FwXuN/V/LFk8OlKIjOvsvOD05uzy8JT4W+T0sYvwESdfw9/jJ4nXzJjPzCmvfdbYe9tQuS7w2z5BuRNF5MmsyZT2RonbLhQl3/rCOOYDbgsg7APPU//vj1nf44E8MWAyVuSFZ5smpzdnl4enxN8i52qn6aN9p4jipdHJ4yeJl9UGbX5E6Diii9XP3JjwrMRRuS7ojNcC6kQLKhQWwz4CWS4QiqB+0nbkAhChv0UOlsSr/K/xq+WCiLXT9tXoEOUfKXbW+J06liN95vGj9NubU9p2XO4qcn/7BOVOdPlt5IZixmQq8oYrgrxbgbj+MMexCcR1HsI6LizE6c/pK/EZ1dHyPpgkS/Knhqe2r0YHjX+s79x5/KJt32/Dm7UqrLEz6lpj9aP025tT2nZc7ipyH60FXyiLUWu9itCHg8XuWqvY5/JlrfUT2gWtbGjTynzQ6Aj9eQ0WK0+NLGpgRsaz50mdt8rqfROlXwQ4OyNh0ddrG7QD81N/nejPU/HceX1I6DA6rh6Pxyf/jiCChwXeGonp+Xg8yuvr65IaqfXT6+urKj5SjXw8Hp+QRg+tjs9YI6Gf4DmuRl7nI2okjBunVw/Mv5JN1LnIGsnl3+oa2ccRazO9RlKJ2rqnbtEUMRt+NrL4BM6oZ/mTmrVjs/yT8oB76jBD/qp4aOxdKbuXFyGXyi2LbdFxoPhxvLXjxuIHif+oPd0xtiYk0TUy8gnzSIyjV5Ss7/dI/UbeYbG0jb4WaHXCxi/8bVkl0vrbqjem54jPT4gH916M1mYPf43dXrm9TCq3elhWPCPiQPHjeGvHjTafNPxH7emO4bWAOtFAoYik0YQ+nTBE+wP20cqyJBrFD5OtlbEy7lpfROgk+WO1XSO8tfk6w+aIeETqhY0xL++rvca/0fZhfiXG7fYJyp2o9130ZGo0dzHy6Cj1GX0/R2Nr30aauPVb6nq+Wlmj44qSLcm47OiPc77s7fZMeC8dtO8Qjeae5I9Imsnfkq9RNksTqp2xwMaYl/fVXuNfr33ShFuS06haQJ1ooFDMSMiZ/E/SZTQxuCTRBD9KHtcG00MzqDBwfGfFZ1TOyAVkp66SHC4+p9oYGQtqfHH5PNt26xix6NQOmKDciWaPg0h+3vcz4A2+xNNzY2/NYe6dE2l8aPxqHDOqNn27y6dQV8w/GOA5bDKJ+QeLjSYvMD9aSWNrBPU+ic53TA4XH8jXaxO0ZTQeVCxGefW/Kb4R8iQe2Bix2CC0xWsBdaLdrFCs0MerszWQXHssMSwDA/aPSkqPXlKfHTkQEeNZNozoh/E5bQxG2BodBy7fo2Ok7cuNJeqcQYftE5Q70ewxEMlPO+mhJkhQH2oi47lplPpB2ZxvsHFw/dbcKMP+Ft0w2SN6cX28cR+hC94Ya2Mwqp/Wdmqi2cM7KcNkjU6opNywxMGTSxI/7XGvXG1fbixR57Q504hasPwDFD3e9D8DMz+MYXnJkjvf8+rb9vw5WZCHBr1fuH4ST+0LqDs/UDL6crLHv31fiaJenp79sZJeZy+ol0YludHofdTrIeWzx/6RmPR9L7l93iTuiVNq5KP7mEP/0jn28rnmhXqI/sMMFLw18tL94u+pkdzHAiJq5KUjPIb142qkx/cW9NcZi6yr7ZU/tVazrtYaqc1HrF1fI6m4W9Hn0LPUSDi27lQj+ziE1EguMcvgjFWiiFnxHWVjuvT6SDNnjx3aGb0ko+cD+VHt7hybkThqbNT2GfGnx4YemrYr9KbkafSY4RdJnicfRttivjHaqbppSbp/jdRs7dL2i3p6rx1LmG79sX6rm2UMSm259y0wPq21z1Y8KHmUX0djA2Ok3YbJbaX05pnGxzBu2j7adlG52IPyUQ+Jn8bX2u2YkB+mR9RqG+cXKR6WmFliK/kbyzMDb7QWfLHcDG92x3zit7X9T205HaCt1+/+mHWVKQIe2SsRFVfO/xe0q4JYP4ue/ednsT4jNkO7pHy82sBVG6xvZI6MfF7XCsyflk+V9/+n8gYbz6OY6f/EPTC7RlJP6WetinhrpGYlCiJqvFyrTNYVGOsqCGzPraD15zX1QqPH5e/L3peXl8/awGuidqXo7jXy9fU1vEZKvpNWP7V8NGitfbaaOrtGjq4SXquinM5uULOstuCp2whZZ5MUjwg+0fL7Y9R56yx9xE5P35V+3R3HlQTt7G2HfsDOYYiOwyjPE+I5O+dHxyOWB0F2L1nReRaanYeWVQHYtjXfuy1SrlGyI2zVyu+PUeclvb0rJpSfqDb9b2qVyupPyBP7ja1MwPPevMNkjsY/iqBfe9thnLFzGCJ1i+A5yoPLUa+fNTwsOo/Yh/mntc+vh0678VpAnWgLCsUpFD1gPIkCB7iUUBH6anlw7agLU/971QDSxDjqIibxoXyxy/7dftPYuGMcnuIzaz7Nypl2wATlTrQin2beqGp5X4jSRbOlDeZ1/5v6P9ae0lkzGeh5c7ZjOlztL7/BSU3vV8sY7u0auTmEkyqLLlz8tHwoX0hye39i9lu2S1r8ROWNJ4aaGHMPF6xx9tjLkeQnSeZI3mvzSdM3J1MOmpHwo/pgv60Xl0gdPO00PLR2WNt5fGORoZHHYcTnu2g01p5YnDY2o+3T+sDDb0JMtk9Q7kQr8khaIYji3WP2BE5z00Xlen8cjgnNTR/UQRpzGl9z4xCew2zH7KB4UfZi7Si9OPu5fn1/LA6YDRwsvtRMHmeNFe2KYvTY0frsRNKOL8kmi+1YO65fTqaegKiAwwvUbj2j9JDssgyWUd20fbQD3Spbc3HYdeG0XrS19kTH5k5EXeA9+QX7RPurHTBBuRPtzq2o7XUR2188OkdMpjx+ibaPG4eUb7mVuNY+/9tRmusF5TduW6DVHthOamvxTc9T4o2d165WWf1B6aexCcIqzxubOxHmT8rP2BZWjpc1/xS64rWAOtEOKBQzA3eaDrt0sl6csfZaW0ZtjPCRdIGe6WdJNsRoOw9fr4xoX62Kx474W+Vi42tWbNoBE5Q70cpxAUlzI6BZpdHk3A4bsLyHfbD/a+y13jxb2sD21A2fxMcTO4qvhQ+8rnhzyErYNQ3GFIKyVdPO0x7GWdNHO7mjtidSE85V8Zgpg4q/VS42vjyxUcrCawF1om0uFDMDtlsHi17Xca3eFvu0vLELCPwNj43oRvEcjd0oD6xv78NZes/INQraPtZci/I3F1Or/pIvZsTOyw/rN8P/7YAJyp1o9ljlaNbNVFReSVvurBOeXi9s29X1b9SqC8ZbwxNeN3r0W99GdOtByfXki8TDkzu9Dz167yAO2j7YJFqKDRwr0rZFKd5wRdOiv8YXM2JH8fOMa0m3nExNCNQoTytfrg9M5Jl6a3jD81g/Cw9pQM+I28ig7/tiFxBqEHO2RMYTQ3SuSHJHeETEj/NBROxX+XSG74w8t09Q7kQ74796MmWVx70TpNWD6gPHt3Y8eFd6JN7wPNav/z+12qCJAeQjTdCgzJF3pTSx6sHZI8XXqwvHr8eu1TaJsO2dUvt+0tTbhY1BqJNlC2mUjVayrMJD3Ub5IvbitYA60TYXilk0K+AevtyFBP5/ht6YHI2eWFuLfrNt0banYI2RVSamg0U/i46ReWn1pccnkfkQzTea5yivSX7bPkG5E0X730IrJ1OeG0/rjQ3WD/bBJg7X/zX8R7Y7cvzhOawt1x/6t7XPb/Y17/5obIGrhdxWMgoau3p5Fn9Dn2MyJf369tyEhOKt0dP7nlUPafW27yvF32NDb4e0CuaJn5Wwa8bIpFfSJSdTB9JIAp2gM6f/6bZZ9NO01fgFOw4v5NiFPdoej6+gTl4dT88LzJeS3hAWP55GHt24epB0Vo2cNZnSbjXS3AjCfOT4Wm+aRid31jEkXQ9m+Nty88yds+inaavxC3YcXjfh70gdvbGHOllXbrDtdSM5aM0fK0EdOVut75d5YhvlE28eKR5K4LWAOtFyMjVEmiTamWx9Imn0HLV1p581tlAXCAqcDv1vjW4YP0sfj++j4sX5hfMf1ycqxyJs1NgXaWc0OXy2fYJyJ9oR055mb1OiZEatVEn5yY0f68SLmxRK40ejp8YOaQIpTZ64Sdfo9j3N+1xYPChwOvS/Nbph/Cx9NO0lmSOrI1wea6CJnbat1Y8R9o3Y6XnIgrXnVmAtcW5ELfhCSUxBrbWUUq6C+xmu41Q7qt+puOwoJV53iw8pgv0g1Vo/od4ujCgd+n4fAZg/oN8pH2Jxw373PLi4wr4RMYD6QpnXMc5GaCeGu433xMfE4/H40r/X/619L3hr5MXn5eXFpINVXy8o39Rav3SutfaJLy28sGOULyw1su8fUSMvfh+tRmJ5Hlkjr/zp+z8ej6etkTCPOHBjavr4F25Ah2etH4GoGTXXHva5flt5zdZf0od7ojBTP8p/J/iuP6bRa9QWj+0z/WW1f0RPiBE5Wj4j9lEyZsXDoR9bE5LOqpE7Vqa8eWhZGeLGiCano7bHSas13Lm+r0dnS4wx/tDns64xXt0selG5MKKDtY8UB8sKitX+EdsgtDbAbbwWPiP2UTIsunNtRnODrAXUiXZAobgDSYklXUiwY9o+q+zznJvpa2yQWQZ3hO3ceeuFxHrRmGFbZCyh/SO8IWbklUfuqC6r7dHmTTtggnIn2hm/GTRjctbnuvZmRjomnY+eTFnGETWB8fhWe4OO3fBSMdDaoY2t57wUS4mPVdcI2zw8NLw1sZF4UXGfSZzcKxcj+EO+sJ1lEmu5LlAxb0QtyG1+A3jzc/xyNbZU6oWWj6UdZnefVLOAbTHoj3P6SjHCBodmyVyjsyQX/n6m7Q+jtnDbHVblWp8HFnB6SlucEgkttNtXpK15M7bBwFoRJYOqkR7+Ly8vqnbasfry8vKJ3f22RMt1BNuydMWQ2vqH1cj+OGXXXWtk7w8pv0/FyhoZ6R+uRmrl9Hpi2yOvNhQ0W2WXgZpltSd86hZN0sybelIAj2PtqL7ROkqyMD05/S28ZsZF8h9li8VPGjut8dHGa9SPHrkn8ObiMTtvuDzHsMOGkTi9H2NrQtJ5NdL6ZHZkO5nEW5NjXP5TW+OwcYId89jA6ajZqofpyelP8YJP8zHbevsscaf8ztlO2WKJp8Zn1vho+mp0wHzLbYuU8sQSC49NI3GGumr7c1v9JHn9/7FtgtQYgPrBtnAbosUfM1emji8U0KHWpPP0kRwq8dTK1CRmlO+i+/bHo/ScaV9EHmh1seQqlluWPh6boG6747ci/ifwPImYcb19gnIn2h1HGFPtdQfrZ5Un3XhyPLHz3LtTTL5OHQ+cboqxRLaxbN0btU275cqbBx5fW3IVyy1LH49NULdov1hv6iN8Hi0L8uwnOTPtGuE5MuHtjqO14Dbb/OAypgZXu4htU1Amt2TOLalDHtq2dwL01ZVss8D575Id5ed+8MDffb555F16rsAz5Vy/5Scq157JP4nnB9zKtaJGwq01Uo28tmHdsUZGbyOCWwux6xa1lQ87Jm3fzBppx0w5q7YkXjL6GtlvQx0B3Eo6055bbOGkZlntsKduPWmeaEQ/ZbE8STmNRnTG+kp+wJ7orPbfDHkYP8xWSg8K1jh5+nAxvWNOR/vkFFo5Pojj21Z57ki78+UiaWsMlQOR+dYjwgZN+xlP2a36YX17P3DbH/tVI43/om2elQOUfzhfcbDESSPTmg+RPsJyYvbKVIRPPLZF2cWtgo/43ZID3XG0FtxmZaqH9oXFyCcLI0/ILn2s506GtDIH/z/jqRfmu/54tMyLZw/49zagTtLfVYD8pHzofeq15SPgo9jpwWgOJc7HzBrZPyHu/z9aI6knz9hYPurFcwKaGvny8oLWSGrFSWNv1siskRqssPPk8cnBk0NfnKTLVkTfKIwMzith+8SVltylNtHA7LuO9Rc/i06UzzzL+lx/TLdI31ltt8jGig5WADVF2YK+zzPeWD+bPYkEB+0WmL7N6+urixecSF308vJSXl9fVdvOIL9ry9tHqJG9X1praBwkP1q3V36EGnn5DNMta+TnqLWqx6gVmpyljll4noannEx50F8QIgZPf6Htf/eyKJw2cOE7KVLb/l8rtBMJTLdRYHy4iYwXMA+wIqfJQeop30dE1LjdibvrnzgX3EqO9kYF1shrInBNiKyrRVe+X+2ftUZCf1y6YxMAzWT0I9TIyzdZI+Owu0ZSD2IsOLlG5mSqQ9QEyitnZ6JoZM9+IuhdAYuQqZUb5QPsxsGzagefoFH+OPUClFiLj7KFJfE5qBsXyw1Nfx3xPC3+aDWyv2GUtuzBm0tqpaXnr9V7BB+lRlKrtbOxa9VlpVzPdtVdcI8XuL8W7LUNeXlsBrU3BcN4cfw8slb1ieLb+0DyxywdI3ymiSWERT+Ljta2fXuqr1Z3rv+oXVE2z8qjnfJP1l0T58bUg6Qza+RD+DACdT4yd/pzlLyH8Hd8NHrOGiMavr0PNGOptwnaDm2F5z0xoHwJ+2hiCWHJEa49tNEST8ib6qvVnetvtWs01yLG6Ij8u9CI7trriySjUbWAOtEOKRRex2oHXWSw+mCMXCRW+2qGLhY/eOVhMaYwYkNEWw6YTR69MX9o46JBZJ7Not3yTyRj/LZPUO5Eu2M7Mh5aa5/8MU54njpOtaXkYDfQlpzU5HDUhNGiP9VWMzG6fIvxwiZakq8ouX2/6/8UvD7T9pXacsAmh1a9oR+pPKZ8ooEnz1ZOpLg8j6RZNs3ia4wfWgtu+TW/Hm/2y8cwaJd/Lbp4vmgU9UWdmbD6hvIDxifC9n4/MPVVIAsuPS0v1XK2UnpR/PvtDRG5ienBncMIu4Bg9vbHo/RO+GDN48TzgauR0nsLozUS+1iC57r8+vp6fA73Pu3/xfDo/i4YtAv+DapS6L/ZBbcRSrHcXSPhVjptjcRss9ZIzdayPi7YO20zaiQW78Q6hNVIapbVbvDUrXQzSu4JgTTjtMxKqT4rZvujfprR18LX4+eZdnE6RvD18IiKkzUu0f6aEesd+bBLxqh+Xv/DGpB035Wp6ykuBUtOS/mEPTGGfTz5yPGfMW48+mArR/32vtaaesVK8rPHHyN+53T08B3Z5if16X2MEexrkT3iQ27MRcdmRz6skBE9/kdyGNaAi+obLxy1VvrkjdAa/eLoZb/nhU741O7kJ2de/STfaXzQ51j0F2Us+kl8Lv2idPHYGeUbqz293Oj4WPS4A04c63CMDfA5y7DDcXKNtHwta2WNxHTSfBxj9kvrkTXy8j1WE7AVj6yRPh6WHL/Qx6YU+jPh1KqqV28Kq2ukx2dWRNdIzWqvhNk18viv+WFBsV4ApMHrcexpN1MStBdoqU1/nvIjNkGftd1PugGQMPNCtjuvPEVKOmbl2W998PQ/EbtsEB58LdQkcRKkGindPHE3/Fe/6GsZnCRhOlI3UNS2ttEbREuNpP6uUX++lE+/EHdtIbvaYPIhH6kNhz52mC+jauTIzbnnC3qRX93rP++vAfTZo/s7aRe0Mbr89ow1MvrLiNJk6jq+tUZSS1btoC0M/VIcBm3fmTrt9pFVZ+o8bCP91rbR8NDGdNROytbZ/l3FY2b+UONPGz8Ndtt5Iq3yTWPqQdLZNfLazmQdU/15uH1tVCdJRn8MyvbKH9Fb4yvYRvqN2W+JCZR9gdrKpvGPJJ+yFfPvyJZDT6ykXLLkx8ztY3D8acekBpE6zyBvXKR+3PlVvmlULaBOtIMKhWAY68TZztUG8IQBoBnEWl9TftfaOcMfFv135sLpeRKh84gvuPx6FjrVNq4eJJ1XI6mJCZZrVL71xyNvLuHkTjMmZuhhzH9WV8kOCr1NGl9Y2lnt0+qvzTnrZGo0zqP9IyZT1n6YP7XjQpNn0XmygqTJE2bbrusC0Os5J1OC0dvknZrg1OCDunsHKdaPG/izCsaui8yozDvk0Eg8VtrkhYZnVH5cvzmei322fYJyJ9o9ti7ibhC53zC3rKscFr2gPCyvR250Pas01HjDdIO6e68FWD8IeG7mCorWr964cH4c7T/Ky5NjET7g4iHZFCnbCw1PTS5h57H8l2I9mgdGn+G1gDrRDioUnOMiHKxNEqteKwNs1ZNK2P7/I/pzA5DiO+ozbf/TYyP56e6E5UVEzs3ST3N9sOQe91tqv8D27ROUO9HuXC0Fv9nt80bKW4oPNSa8ekF5Gn4jN469fM9KAjdWW2vq7XKSDMy3F39oi+QzyU5tDC/MWAkYWdnC4hCpy6q+1tzobR21eYZ+musDdl66RmjsXe2PRtUC6kQ7oFBQwdEMJsuAg209wcH6nZT8nL6cDzGb4MDRDKQdeUK12zD4XG1PzJvZ/sGwWz9Jd26cjMZ3Q65un6DciXbmHndzrcmz67j1HR5KpnasYHxbw2/cR96huM57b3p7fTkfXrpT76zBY7NyIeJ9ktl6UrpT8dfk4qjsHX2thI2/HbHy6k6NfUx3a3xX29+oWkCdaJsLhSWxvG2ogFqDwyV0dKAj+XGD0WNP1MCWLhIYov0RydcSO23ePhNJdnLw+jkyVzTHR+xeHIvtE5Q70e6xo8ktzTjh8ozKc8948YwDC2E35hFb/jAd+2Pc1kmMX8RWOY4XBo3vtCtbFr4jsZPyJUK+JRYzP16htVkbFyo+oyuqFp0xHSy5o7V7VRzeZaK14HZ/Z+rSl/vef98GOw/bjnx6nWtv5XMKND6W+nv+lgSUqz3v9TPMfc2naSn9sLaaT+xy/Ffnz658jZYr5dFM/hZb+rYR16EItPw7UyZkjfwUD+ITxtoa+QCfSYd8tMe4/l70enE+fig+FY7VSM1nuiNqJMUfO76rRl66wM+Ow34R10hNvC5c8ix9IjBiJzY2+jyx2NK368cYNt4v/hCYLZrrxvE1kppltUOfumGzXPi7P4bNWi3nPTpF8h7tNyKrB+ZbiQfsL7XV8PKc97bV2ibpNRqH1XF/BtrhO23+afQczZ0BO9iakHRGjZS2dEm/+2NYnlnOa8eH9rgn71c8be/fv7pk9dC804TFQdNHaoPxgatlvZ5avby+wuCxy5tX1phacmxk6+iIntEyo8aLVjcs1v32WEqvWbkz4De8FlAn2sZCYQkG95tyNmxjTTRNADW6emxfmTyU767jXn0gPG3gcUmPHf4bkdv7eHWsV/totj0r/KWVp70m7IpBO2CCcifamePc9i4ql+Ckg8pdzfUAHuduiKgXzbXjgeKB8eN4TBgvbAwuYDeNEt8emq18Ui5IfrH6L+rm3hu33sdeXSz9LL6cQTMnU9b8lHTTXGcoedprwo4YvMvFawF1om0uFJjjqAuGJlmo49pAeS5K3uBDcOd3xsIiX9tHaue13aPrLJ95dJ8da0t+34FW+Csiltz43uS37ROUO9HOHNdMTmCOYX2k8aNpo+mDrZRYdO1v+CCixueI/0fla/tw7aBvtPpyceZ08PiK0kOKqUYfz2TAMsH1+OpUovwVsQrG5aEkA/bhxvcmv+G1gDrRFhYKzimS00YTnOLPHdsRRO9FZiQeUBYmn9JLq+uITRCWvJrhr1F7ovyStJa81x34/xNi3g6YoNyJvH7uJwbUTQW30gNzqT/PTZi4dlr+nE59LkflpHUb0QzZlE9b+7YbUmqbXw/NhFLrf0vsLDH0rlLAnMbyV9oKaV0pioj16i17H4Wo69fI5DV6fHuoUbWAOtEGCoXkIOxio3Go1uGW/lgbSUeLTla/aHhHJxS0rU9cLn6Un2bb4PFVpL+0+UP51ZKXM/XeLe/OhMU8mucmu7ZPUO5EHh/DG83R7W/wHPcOAtZWey2y6Ijx1E4OKZ/1kHTVtNOsllzHoW3Xb0wGPK/xndeG0f4QHlmc/6T8ofyqzZFRvb1+XSXvroRdV67f1vfU+uvZCb5vVC2gTjRnoVAo8tlAohykHUwaeRYeWHvtIKfkWZJAe3Hj2kj9of8xmRodrPpY+HnjibWLkD3iZ+hvax5QMdLK9PjK0/ejEGa3Ng+4NgfYtX2CcieK9j+1hY3KDeo491RYuz2Qk4O1749JeS71144/jd6c765zkl+wmHD8tVuYPDZBOZ54Yu0uaG52qS2YVpsp32p9wMHSz+srri/ckqqN6QhZVxX7VdUZ72RBu7V50Oul7b+KGlULqBPNUSgkR2mcrTlnkRtxHraJtFOTjN4EirZbsg9ra9Xf6ltOT23MLH73xsLjD05/zudWeyS/Qj2sMZ3hm9FcitRZkte3m61TgE3bJyh3osicbO3zG1luTHDnuJsQzUvfsK0mb6mxAG+MMF6cLZox6Ok74heuDRfHq23vC6v+F39u+6Emv6BcSQfqnTXYxhsLzk/WnIO8pFVRLg5SfDA/Ur7x+sWbK5bcnbHdUZtjfbtI+2ZQo2oBdaIpCwUFSzJ620oBos5T+nGyNQlh1U/ym8XHExIGla+JlUY/T55oZUX5R7LPK4PSt+cJ+Wts1/pdk5sz/Gn1xyx5M3XXxMjDZ6E92ycodyLJn9hKE5bflpy3tO37SFsLpd+U7lgfrI30wQbOVo1sbVvufbWRr7v1MqVVCSmG0vtXlG+1sqCuGnupySYnE57TrpxQ+l7A/KOxXfK7Zixw+ad9B9JK2jyIpN6WCN1HPjihjcMKalQtoE40RaHQJJc26DOTwzM4OP2s/bXJscpfvR0wiUfjYO3vlWn106ivRoiKszU3IvTFYj5q36xcGYkZh2jbOZ6SvNH8nBCT7ROUOxHnS+mmkcpL7XiJ+OKWJm+t447q751MecfLBc+HFHo7elkW+do49rnCbduzyqT6ePhLsfPkIlzpsuSSJWetW8WwmHtss/rREkOYp9CnWr4URmyXYsXFDZPnzf9Z1KhaQJ1oQqHwOhJLEI+jOAdz/EeC4u1L9eGOz0wcyj9SnGb4hssPrU6c7Jl+HM0bi28jYzA7v7xx97TBoLU9ygccz/43/P8pcQD6bp+g3Ik4X3pXOfr8gNvBLDK4HIPH+98jecnpGTGZkuR4SdpeSfnSogdsa1kRouTCPKF04uICdfKs2HGTwZG8sfiWyjXKN5b3vDwTck4PzGdR20y5ybImX/s2Wv9zfpB49r/h/zX6rqZG1QLqRAOFQgqGJUBSXw2vWcGf5HxWv1UJ45WxyqeSH7R6ePRdmTd9LozKtY6dHfZG+izKbyv8AHWO1n2SztsnKHei/iYIwpprXG70xzXvpcDzPW/Ia3ZOabd1YfppfOPVSeM3w7gJ8ZE0iZH8oNFD+14T1MdiozSJ0PiT2yZJ8YFyqYkoZyfWTpPDGrukbXNwa93ottORnPTE3RJzGJt+/EeO9WhqRC1gCwXnUIvBERcATdsTgwB16rFDf+nCEmWn1y9aXTl5Hj9K/GbFwDouosbSzDy7eHO5PstnpxCl7+m6twMmKHcibkxZcl9qC895VnkwObMnU9aJVP8bs8PiU04nSR+tPy1+tOpO+YXSDbs5bQ3fgmfRRXr/6+LHTaA8vpL8T00KrWNJ2047mdK0u3hzuW4ljc8sMYDxH9WPi51F993UqFpAnWigUFDBk5J25Lw3oUZ5RukkXXykCwEcaFG2wcTF5EHZFt6cXdh5qj31W6PXqP6e/lBXqi+0JSLXovLS006ycdROqMcOn2nt5OJ7kt6MPdsnKHei3neem1bv+ZEXw3ue1puqnkfEk3rOfupcf7xHf8M/cjMP5VLyelh9z9kFz3OTBuo3xsP7rhS2Tc5rP7TnihW3Cibxh6s5ljzW5gC1Re+Cdxxyv628MJ9x2wi9Y3/UTi6+Iz5YRY2qBdSJBgoFZ6RnQHmcphnA3gE+qpuHD6WrV762n0Um5UspHyyx4GRE+IfC7NhG51lUXu4kTxz6NlE+iOCD5SWla0TOLYrP9gnKnUibU574t0bfpFE3jxDSGPS+5xKVyxIfyhatfLhlivIpNWnQyKR8LeUDZ59FBjzHbePjtrRhmB1bKW7WOFvt1vKOeHCgleWJQ99G8iu2FVLiqe0jxRjaA/8/mnMrqFG1gDrRDIXC6gyLw7RJYuU7or9Vd43eVrkrLnaYvF4u199rz4kDitJnRwysvtQct8odsZnTiUOE7CgbIA/O19F6z6Z2wATlTmTNKSxXqHba1ZW+rcSbOq+9QdLq7xlDFrmRumpvKLXyerlcf6sfMf5SbnjOe+OIrYJE5Is0Fjw+pfyIHbduS7TqrOGlAdZf824W9hvTY2T1jfO1NXa7qVG1gDrRQKHQJq7kEMyp1sTS6mKRoe2PJe+I3hp/UoMmIClc57x+s/jvJJL8tMomz9iidFul76gMmDez/GnlzekDz90s17dPUO5ElhzT5oOU69yWKI6/JFeaVMD+mlUOi28046RvA7daaeVidlviZ9VXiiXk57VjJ0l+GrWJy81+AgfzQxMPTDfpHTGMP7bKyx3rZUdso4vOGe69Jk1sOH3guZvlOl4LqBPvRCad5Cgp8KOJE8XX0q+3WUpc7Jwm2aFvNfpp44Lph9mktVEj36pXZLysOnN6Wvyg4U/x8/jK69+omMziB/0+g7/HHkkPeG6lzgE2b5+g3IzQ3OihyZGLuC1asB32f463Nw+5ftQ2Q8846ftw2w+hb3s+0mSQiws1ScVs0tqokU8dh+8CRazOWG7aJWDtLe+jaUCNjwvS6go24bbmPtXH8w4Sxm90pbDn57GRI+46w8mT9IDnInWeTY2oBWyh8Bob7RjM8RHBGB1YlB5cG69vIDz6jvje43PNgKL857F3BmlyD7abFR+tP6y+G/H57BhB3jNkUXmoyQdtzszwzSR/756c3Iq8ccbaam+qNFtyYE5rJ2mefOfeNaLGFtfG6xsIrX1cW8sWL8rWEfmc/yCit+9FvReDtYuIj2VVVPtuoWUyrrHBMpHjHiBwq2CQt1Y3C1F5qMkHbc5E6juTGlULqBMNFAqL0ycoHy7H2//qRyUsdUwzCDmM2urxoea8pB88z9k2I3esPtH4QYqRxQ6OB5cD3DltjKL8f/WD/0bGypKXM2RacmaHvoF2b5+g3ImicquUsS+RUflq5e/JW2piR40Xbmz1oHSiMJj3rK7ed6o4/aj3ijjbOHnRkymLX2E7KUaWeHE8uBzgznExkh4OeH0J/8XeMRuJlSUvLcStEHM5I60uz9J3NjWqFlAnWnChiEyUCDlUf2ngafpr+kQmE4Wer9Yuj06UbI1foZ4RuaLRJyLWFA+vLRqdNTpo9NX6XaMLlB0VS05GNH+rjy35skPfATu3T1DuRKO53NPIV8Mwnv2xkZfHvWOB6y/1wVbSRsYRhZ6v1i6PjynZGr9CPbnc8KzgXbC+92KJaVQsJR9qddDoq/W7Rhco22u/RYa2n7QSZlmh1MqNyocd1KhaQJ1ojkIxI0lmOdk6+GfL1iYXdjHh2q60q5dplaPVjYMnrhafWNrN9jOnGyVfoxfmU3hcyrHZ9s2UMxrLXXoG2rt9gnInis4nz2SK4ue5IZL4UqspM1ZFvGMLgtviiPHk4uMhbuXO4jtON2w1BYO03ROTofWJZSvpDD9bcoqSr9ELAjvuyVtPXnk+REP1p/LV8h6cNQ6R/liYR3gtoE40Y6EYHRxccm9y2JQ+1GC7jkn/h4MX4ykN6NFYzfSfV68Zg5nyq0bPFT7W2CXpbLFJw3eWzbP9ScV6RL8dORDgh+0TlDvRjBymtsdQ/bU8R3NDunnT+mB0LEn/7/ti7eDvfoJojdXgWFPHhprEen3PybwmRZpYU37V6Dnq44gHBBgoPS36cnwpHqPb/aAcKcbUe1ha/tb4Ye1Hc2AHNaoWUCeao1B4nKlxtlfeiL4e/hrbsDb9cSrZuH4YKL3g/y0ISEKTrjOJ8zOmG6bXSbZYZUXGdVQXb8xm6ivJkmK/Mv7B/tg+QbkTReevNH6w81h77wcnOL7arwZS7WEf+M6INJZaw1dWNP0wUHrB/1tg8a/0AQWNrhqe3nacnzHdML1GbBm1EdPD0t8bV4sulH3eiRXki33tkFqNkj6+Icmyxt4b/93UqFpAnWiKQjEj2TQOj5CrSYRIfiP9r3N9G87+vj3muxEdtcD6SXwlOZE5puVnke+xXRPr6NzT6GT1O4xfVKxGfCn1oc5pfDND1xOoHTBBuRNp88CSC5ptNdIxj9yIccC9VE/xk56gw/7cJK2Xwdnft8d8N+IzLbB+Et/Lfg3PEbLws8j32K6JNZc/ngcLGp2sfu/baftYJ1VQH81WX84G6pzGN5E5dhI1qhZQJ5pQKGY5who4rw7WZIhIHm///uKh9Tts1/9ekcCeC43kgwgfzx7AGH+PD0byWgNtLmJttcdm+XckFtI5i2+sfrsDtQMmKHcib/5Fj4HrmGUSY5Wj+Ry7d+xQ5JlMaf0O2/W/Z8SNkq+VJbWNyDdMpxVfCfT4QOrDfUlOA44vzBsqH6lj0T6FciLew6POSX6XctQa89OoUbWAOtEUhUIbrJFAaORYgxLNMyIpYJJJAxq2oS4EGJ8RYHwi/CfZ4fUpxQee4+z16jKqPxcvbRxm6zab54i/LLpyftX6t29zii8cvts+QbkTWcdDxGeCre09+TjCU7u9j2uvGV/SuIRtIGA7qq8VGJ/RmGjscI53kg88x9nr1eXqE/FpcG8cIvKbI+rds1kTKmx8Se9fah7CcH7V+rdvM5q7u6hRtYA60RyFAmuDOV8bMK8MS0C9PKWBa9HFIk/rV+y4JektNmOw8hz1z4j+EXp6c82bnxG+GOWxgqc3vlpdqT6jOReVsxt8uH2CcieyjAftp6c1v/v8xWRzfytHm7+j+Q1h4U/x0frSIrM/Tunr0ZXia+Uvtad4ar7UZonZjDyz5oIlP0f/hpM3B7Q8Z06mrLly9cMmflSfkXES0X8XNaoWUCcaUSi0DuDa9cexNloHe4Kh1V1znpIv6cUlNMdL61Os7crE1crFzlnaRsd9dr5poc2hyDhFxz2avyWPNHKhvzFeGB+Jt1WP06gdMEG5E1lz1ZLTXB5p+Pfv1ljHWs9DasOdp+RLevWw+FHrU6ytx1cD40ydBzAe2rYjOlkoauLOvQsGoc2hCHtmxd3yLpfl74dpzlHtqE/sU7wwPpJNGj1OpkbVAupEQwqFlLzadjsdOCJbaz9sj0Fq7/W3lPyrfCcNGKiT1VYtZuRPpB8stnr5RNky296ovNPmkaZvf0zDe4b9K6kdMEG5E43kH9dO4jH7nQtM1ugNHcaDA8f/Ou/xN9ZHy8fqO21brB/UyWqrFjPyJ9IPFlu9fKgcneEjqKdn2yC1JU+zGmnJI01s+2Ma3lFx2kWNqAVfKEq01kqttdRaxXalFLLdxQfrsxqXEzS6SHZhuPyFEca/P4f5G9MVtqP6WPTm7InoB3Wy6Mj5FCMY49FcgzrPBMyXPt5R/Gfi8v8IrP211yg4Rqgc7PMIOy/psuvalliPVTXy8XiUx+MxpmwHjldrrby8vHzSzlojOf7PViNfX19d/U6rkdb86tufUiMjxsiKGnmNLy3g+M8aeQZUkylPsKzY5VBr4CVo7YCzWo2c/sKnKdyRRcIKOEjgYPQUCa8ePe/ISSUWOwqjkyDNBdCLyLEH475zEg/BPTzh/Ivd2ERO0BP3x4k1Et5Mem8uI2vk4/HIGvmO02ukJV/6G/zH43HrGok9rJhdI0cnfpTd1gcvWSMHQC1ZvRvfLhT9Epj7nEWOly4ZlDzqmFa3HiO29uchJLkaHVYR1GOXbhHyrL6Hdu+OhTZGp1CkTpiN2nGI9YNxp3Q+0a+CvWxNSPLVSO17GNI57Dz8204jL97373H08iT9tT6A78VYbaV8BcHx5NqObp/0fqWQsmWFfCquHl9YfQ/tHvE9zLOoOGrzMVJH7VjmdOL6WT6GoxmHWD8Yd0rnSL+uoEbVAupE6wqFJYjW4xMM/SxwI8HbEXhLAnv06ftF22PRacSG1bpGyjvl4nHHi5p17GLtpRh4rmGcrN0+M/p3+wTlTiTli+ZT6NjxiBvCnheXq1juUjp6P+0e/Y4XNd6wNlI7ib+n/6juXhtGJlOaXOH6Wd6to+SOxGwGYbk9833F0XhhOkv2Ye2x45oHQpxsTtZuPxpzAq8F1ImmKBTS/yUnBhkmBsYre/agpqBpPyoviqfkKw3f2X7m5HlkW/qsGA8rfbeTLHZSbbVjzCPfm/8nUTtggnInknJN+r+UdxE3bpBvZJ5K42nUDgqa9h5dsP4aniO+0vD1yB/JnV6eR/YFzSqpZTxY7e9XQz39ovw5or+lvcVOqq12jFl4SrFe6ddRalQtoE68k8pp1P+1wRk0TJ0gHr5evTXQ2KRpb9FFahMRA40PVuaIxgee2Gjt5GwesSfSN7P8vpqk/JJsheel35rc2O0To/+2T1BuRmiM4Y0N9X8ub0e26nFPkamcvI5rZMLtgFJbTD8NNGNN057TR8vDIoPTl5Ir2T4iX6sjJ8MTmz5XODsxntbJAaeHZSxR+RE5mYqemFkmf1J+ST6H56Xf0rmZOT2DGlELxEKhZK5ylnYwGoxSB9Irz5IowQEL9ZNHrhaauGhjN8O/kK9GBmVjVB6tzKWo3DiFuJzz5iPFezT+d/Nv2z85uRuhfsS2S0n5C/PYmzv9diuMD8XXK4/jD2/ytBM1rdwRP3lt94DioZFj7ee1v+erkUHZOJJH3LjRkndVieoX7e/ZEylK59F8pGIyGv8Z+TyTGlEL2ELhcQbm6IlGmeRJ57hEi0gaiw8p3lobKHuk8xF6a3ladNTYps0Ryccjbb057OU/S69d5I0vF+P+nMST4qP1uUXWidT2T05uRdoXvLm8iMwTbFWKk2e5ecXGE+wHz0faBvlSvLU2UPZI5yP01vK06KixjZOhPW7hMZq/mA88H9Y45T2niHchufhaV12xc1IcKT5SG+xcRM6spkbUArZQWIILgzPJiLAgSkmm5WnVn8KI7yx2UD4YjckIn1l2a+zVyo7KgUj+s3VaRdhYiMgbLi9G+mhybnRcbYzF9gnKnYjyozSZun5HrNRovrRH/ZYmU9pcps57bnwpSGNPy1fTTjpmsW1U95l2a+zVyvbahvmVmlRh56iv3s1YVdpF2FjAfGbNGy4vRvpocm5kPGyOBV4LqBONKRSSc2c4SRt0KQmu8zMDSWFzAojJrbVHG5sR/aw8JZ9bbeRsjbJ3Zz5E55Umv7Q+1vhJE09Lvkk8sXza7ftJ8dw+QbkTWcaJJX8vorYeYVvnuNyVxgb8mppFR053Sm8KozIGc5/1IaefZMeIHykdrDwln1tt5GyNstcT61NWoSi/SatHGh9rcksTT0u+STyxfNrt+0nxxGsBdaINFApNUnkSUnPcm3hRwR9Jfov/OF/Cc1qdNPyx4xF+0+o54rMonWbpOaPtDP2kHODyZ3Y8ufPwHBZXbS7MsO0EagdMUO5EnvFTiu6jDJoVKc/niiVdrvOjL+JbX4C36Mj1w8C1s+ik4Y8dl3hb8iiKF6fvqE6z9JzRdoZ+Ug5w+WMhz8dUuPPwHBZXbS7MyIETqFG1gDrxTqTDtQk0I1G541bZVNJMDIRpIEW1mWWL1+8RsdD6MUo3aSyM+vAE2pFLmMw+FzidLONohv9Pi19ALLZPUG5GrbXGbi+6/g8nS6Ox0r7vBI9rZGOTNIvOEZ/l1voqqs2k8WTyu5aflpfWj1G6YXy8vKUVV9h21YrUjlzCZPa5wOnEndc+jBnx745xNzkWaC34QmFQay21VvQ41546P4q3mMSi1hrC9+JBOfqi3keXn7i+nD+lNha7PD7oZY768bID8pXk99T7LRowVj1myJsBzj+afJuhByUT5hankyb/qfzw2Ar9d5f4J+LR597j8fjkOIbX19eja+RlA7Qla2TWSI2sS08Iq7zH4/ElsrSHx6w4uUa+vr5+0iaiRr68vHzp/6+vr2SNtMTi0p/7/ZTgLmrlgFlgT9jsWvq9Wr8ou7h2lvZe3bV9+3ZavSJ9N+LPKN67c86SO95citZZ0lOj18gYGLH5pPhPiI14s5uE18j+k+TY8RlEfflsJF+pF/y1+kjvSnnHnHa899C0t+jg6du30+o1qmuUP6N4W2VRY2lF7nhzyWKX1IaTZ9GLOq8ZkyM2j8b/ZGpELWBXpnq8+WIvpCfY129KV6sN1vbep9yaJ2uXLjNW/6Cdl04awKcjEfJHgT0hi5KB8e6f+K0GfOIIcR2HOYM9/Z2NXhfqvFYvi6+p/Ib5AccaBewac8L1MbEX/VNebIVnBeC4eTwe6BNtqUZqnvI/Hg+UD9X2km0FvH5B/qfXyN7/H7VG9qseErSrIP3qFdf+pBop2dVaKy8vL9NrJPRZ1sgAULOs1j11O2VWqdUDa+d9uuC1HXt6gEHDY7VfR2R6dJ5lY883WgZmp2T7qnGkza9VpPGLVt9o2zxxxGJ5iq8D/MHWhCRdjVz1/gb33hSnA5avMO+5/vDJNtWWW9WCgO+UQX04HhrfDI4L0X8aX0k6W+IVbVe0DMxOyXYulzQ5pW2rza9V1Osyqi/XtveH9aMuljhi+XSKrwNihdcC6kRjCsUJCWcJ4mobKD2lhMSwSt9IP1l4YD6YEYcZ/qRijMVvRTyjZXh5aWNqzXOvfdS44nhJusHjK+K7gtoBE5Q70ehY0RDcckeds+Qh1kZrA3YTZv3CH6WnNK4wLBoXZj9JcbLIHpWv4T3Dn1SMsfjB3zMeSETaeE3+pTGJTeguXOconax5rm1L6QPlcbwk3eDxGfm1gxpVC6gTjSkUO52ikb1b314W9f9er1n6eXhH6DEiL9oP0P8z+UtxiI6vN8YzSTs+rfp67cT6WPOTaj87dzfFb/sE5U7E5UJUPlhvKjWyR/SNeo9F+n+vV6Q/Kf4e3b1xHJEX7Qfo/5n8Kb9gcqMmUzPyB67wUBMqbiKl0XmFnVgfa35S7Wfn7g5qVC2gTrSuUIw6NEB5d/uZes22w8PfMlBh2yhfaflg8mf7fYaM1fl2Uk5r/OrVddTOaB9J+XpaTJw2bp+g3Ikuv2k+OjGSz9KWO4wv9hEJ7KVzi17SFiHrCpW0YhO9OtFD287rKw1/a7sI2ZScmTKsPhyNe1SconTUfFQi2k7tNSk6zlwuzY7JCmpELfhiMaI1/MVL+ILfqpfaKVx6lLJfFwxeP/V2QXg+GgGPXzEc+WS0hc+K2EAZXvswYLxm2rRzfMHc6180xnwcIWfkhW3p5Vwrb2jvyrgn7oPVNfLxeHzy8QvsfP9vr2evm0YO9n+uPddOOt/rp/nQANYPImukTsasGil9iITKVQ2u/DipRr6+vn5pfK6skf1YoXyZNTIY1CyrdU/drE8VZjwVwHhKM/0ZOuywZZY9kbKoPj1m+dMav5W+3B2XCH9hsq2xXmmj9hp1lzispLZoRedZqBT8j/Rq8g+24V6shytLWp6cHto81sjG5Fmf3HMfaZCe7K8elx5ZVJ8enD9X2RXpS83qSATfiBzw6HbJwrYqWmM9mkfRPHbreCo1qhZQJ9p7oeCcKiVGtDM1yTrZiaH6S7xHBh6GGbZC/ly/UZ1m5NJOHTw6r/bPrPZRPKhxM1vfO+aP0q7tE5Q7UZ8P2LY6KU+i8wfKWp2fvTzNzanlfRLs+Mg4xOC1VStH6jeq04xc8uiATcAjJ1LcZMrDz9Me8431YYc3JtY+ng+gjOp7Qg7PoEbUgvpmJ45aK30SoDV6q0/033vYtVQYJZvyFfU3jKy8sb5cnClZUvwof1j8BPVaHdsZOToLK3NfkjUjbtw15JKhkav1U0Tsoayd16cItNbuq/wGrK6R2JYdbPtev63KumVqZKtV1sjPZd2xRvZ5481RuC3Uk08cb0xO1ki6RsKYQj7YNt6skZ+DrJHULKt1T90u4maY3Cw0cma6c6brfSoA+2F8rt8aGRyi7bPyhXZY+0bHFupB8d+VV9r4rdSPkhWVZ5oYcTpo+FlkR/pqRw4Fx8K8OvORCcsHaQuSN68psqzuWHmNjgdLHziOoC+v8xoZHKLts/KFdlj7jtog+Z/iP0O2Vb9efmTeR+SBN6beGHE6YDz6j75w+mFbbiN9tSOHgmOB1wLqREMKhTfJIhMMJtQGR4YmlvZctB+t+kkDQuqn1TvSNkpnTQworPA19EOkbCpGGv9H6hDhU29frb2eOEbnyGpqB0xQ7kTQfyPvNo2OByofo7ZXecbX5ROqLXYO+oF7l4rqG+FHS/yw41SMOZ01ekfaRunM6SJhha+hHyJlw9zD3omcHZson2J9re8+RtjU2xGdI6upUbWAOtGQQuF1HpcoozI88hc6XaWr148r9Z+hG5cHIzmi7eeVERkPjY93xTlqnGpjYonZCvs99p1w3Rm0Y/sE5U5k8S31kQVuQmHNJerdCOukheNpJe69mV6+d9zsHHOS3FHduDzw5gilV2QejtjMrYxQOkbJotpQMkZi4MkVjRyOj3csR9q3c7xGUKNqAXWiGQuFJwgjTu37YXyoi88iZ6Ow+ml30kn6R+rGybD4wesza58o2y8+2hye7W+Pz2fFRPJXpC9Os3MXtQMmKHei2fnnzSnNFwbhb+qmMXIyBfWBsPrJ65/A8cLqH6kbJ8PiB6ytdbVCK8eTO9iEu/+YSz8BGvWv94MRVp97Y+v5iMfFx+v/iNh7fHoXalQtoE60oEKhcaCUmJqLlPQ70pboZMH6nJZ0MEYz9NNcvEbjo7FPyyPS/lPiHyXX40+Jz0gbzt8njbPd1A6YoNyJAv0+lOPYcXhM+l1KzBfXpPFkHatUHw+fyWPnE51m6CflgEYebGP57L2Uh9ZcGMkrTI+I/PVs0x3NlxE7NDGxxg36+6RxtpsaVQuoEy2wUFiCibXxBHJW8Gfw1VwkTqFet5k+pnhrLhoR8aKw2/8r4hrBx3vR5vSBx6jfGtlRefJs1A6YoNyJgn2vyl9qbEh/00f6PPKqp9gjf8+H88Ep1Os2S0fOfsk3/TnN3++SdIDA4q15l1DKFc12PK8/ve86jvpNawfWlroO9Meo3xo7MN6jtj8DNaoWUCdacKHgEkDbxpLMswI/wpeDx8aNyTTVx9BXXj/ujD+ll4bXqO4WX0Tmm5UPJlvjMyn/NDZhcmfky92oHTBBuRNNioEqf2GbfisUPK65QfPc7GrGFsZb88VDCIt/dtOl30w9Md9Y/TjTdoz6SQulF8ULvkfVf53Omre9TGlCGZlvkm80sjU+k/JPYxMmd0a+3I0aVQuoE21SobAEEmsTmdgevS3Hre122ub1w2x9pQvHDh9aZXC5zLX15JXVTzvHEpSt1SeiDSZ7hx9Oo3bABOVOtHJ8aNvA49oPS0R8gILSWTu+vDafRr2Os/XtYWm/QqfR9lge921b070XhMVDuxK1K98w2Vp9RttgE8w7jLtFcUFrwRfKBmB/eI9qoz0+E5ezrv9b+vSk0f0uf8zs8gP2R+IiUWtV5ctK9Dpx6H1k5a/ph8VA+iOCfS5r7dCAik0vD7bt4+r1FQUpL2fnbeLjIeKPkl5YUSOxP9KJtdG0yxr5ObJG1s/yB0J73Yc8LDXy8Xh8KQaPx6O8vr5+iSfkmzVSfz7xKb64S/AVKO4CerXZefGE8qXk6s9b/yr6XYoEHGQr9IbFAvsr4NeF74QLAKYDl8ujeW6ZeEXj0r3/t9cL3mRBHWaO893Xj8THwXVzFjWpiqiRnC7aiZJkV9bIzwGvg9cN/GyZpZxVI6+cgbnzeDzEGglz85oMQd5aHZ65RlJ+tuiG8UsYQC1ZvQd19fKZ6tjd9JGWSy/ssjPKNzt1OdWnXOy1+eW1o0e0r7W8r/NUu4jx5MkPKTYflbh6kGSrkVHvIEk5ih2TZM98P0oaR5r3t7Dfp4xPy9fvJLtXEeY/jU+9H44YyaH+tya/ri1p1Dt5q7fyYdDY37frfa7VDb5TNpofUmw+KpG1wFsoJimpOjbCb5U+1IDCkjYTdE7+nOBXTCd48cQuupqLsEZGtC3W/Of6evX09sF0Oi1fdlM7YIJyJ9L4NPJGFMvRkbwdzfkRfTD0xyP1jKKRicXsSYknXif4FdOpzwWYK1g7ye+cjGhbrPnP9bXwG5lMcT4+LV92UyNqwZZ3pji8xeq+uBxbyrftt+WW3+9u72mA/jzRv/1+79YamieWPfAwn2bs8+b49hcUrG1vD9R71bYdahyemB+J50O/DWd0C010zsKtU5FbFTHcvUZ6fXPK1qk718hru6RUI/scvt6ZunCnGvn6+qrSM2LMZo38HJbrYeUcVWslT/b9Im+I4MWUSrIVgDZiF3rY3npup33PCOhPKWYr9aFuFKi97dh5Lo8uRNiKXUypGxytfd5YaH3g4RfN+854j8/HNN4JrEZehffl5aVvh7bxvuPQ8/TkLLzZhHrBNpIulz7YGO95vLy8fOgaOXuiqsHlz0uXrJF+vS9eWSOfC9g18fF4XNd0+gJGUdm3jIb+/wRdPPpQ/bz8kmy+3uljLpev3/2/Vl17zNCZ0tVq76iNkfHk+n/08cjVgyRdjVyxlYsaZ1rSbDnT2gF1ofTRvLuiPX4Xwmw+Yatf9DV1VB9Kj+t3/y+m6473oqBMqKvVXslGLc+IeHL97zweg2KP1oLjtvlF4b3Qmc9B9DNwz2z8ksV9jSkRB2zpf9dSdWv0VoT+XP/bkg99bkU9aYN6XZC+JtTrc/0fGzujeko6aMDlw0ff1pD4GOiesqLnWmvqFRRNjeR4PXuNxGzfuTr1LDVS48OZNRLKzxr5wUHNshrx1G0FcU8qdhOlD9RZehoS/aQkiffvan/38jDZEU+OouyRclXqI+U4ZrtVVpTfNDp85HHZDljtuRNB/61adZgxJi79NV9Ck1YCNDpT1wfYZveYiPDprjzhCPp3tb97eZjsUV0i7YG5qv2aozbHMdstus+4Hkh6r8qT06gRtcD9zhSHi2fUkwANn15mlHytbE97K++EDzAX+nyf5X+Yi5r93317TLfoMUXpZ+kLj0fwwdrN2q8dZcszobX2MQ13YrRG9n9/yLJa0b970+cr9y5WZI3s3wvTrkZdK14fsUae8K4UhayRev3g+MLGW9bI5wZZI6lZVkOeunEkzYy9M1lNP2pm75E3QlqZH2FWf5KNEU9+RmRJ8jg9enh1ufpivCy8JRusOmrH9sy8irxWPQO1SSs4z0reXLPm3fUkHHvX6erHvQeFjU9MnnXFhJIJj12/tWPrGccgFbcTiMqPGTpSfPvjFl/18Opy9cV4UbypsUjp4dFR014zrkfj5dHrWalRtYA60RyFgkvqkWS/S7ApnKDbDl/s1gGLjXQsIvbQB9hxrF2kbpbc08rxjkWrjhy/6Lyi8iJSxp2oHTBBuRN5co0bm57c845Lqp/m4xSwvdcHnC92j4VoOnky1cdGOqa1lZpo9Pyu/2PHW2vsJNyrm9RfewzLe25MeeKusRGL2Yq8mJGDd6BG1QLqRDMUCmxwjCSHlCya86cE+2TdZtt9mp3URWFUT44HPDdjfFB8sN9e/to+0WN7hLeH74l5u5K4epAUXyOpG7LocYSdh8e87/Fo+kmrZlZ77krwpvo0OzGdIvTkeMBzmlyO8Btm5wh/bDz1K8pa+yS+UW29OpyYtyuJrAWWQgEx4tjIBDk1uJhOJ+q50v7dhOXKiJ7W3KPajuSwZkzCi2Gkjb3cmTkyK5+g72bIuAs1ph4kxddIaZKhXSWS8hbTQdqeZ12h0tol6f3MY/D01SkqV0b01OaeJIsbR1oduDHZ/7bKkXTr5Xp0n9HWa9+JObuSGlEL2E+jw8bX5yUv6o9ZEfny2swX4d7yZl2/Z8NpfpjxWdiep8QHvigKx5YW1LjU8IL6YtTLgXpDPUbGn+Vl9FmgPs2bSEiw1EjqE9nUhwmuPtYPF2Dt4TjjeHIv12PAxo1G7xxvbzjND1kjs0ZSOpyWqyeBnUzBwoCdPwnaQEvt4ICxJpA0uD4KTh2A3N+1GOWlsbnPLc/DCK6v9suXkAd2E7g7j6EPZ+rBXecSCQon1khuItOPKe7vH13tOD5ZI+2AsfmoNfL6siOFrJE6ZI08B1M+jR6N0Zn9Svnc4Nptx07svuhQoJ6+aT5H2oNrD2V49IpAdP71vhrhjfXtj33kcbMaLT+NbsKKGqlZRaLGyMgnuft+mlUmbozCT7mX8rFrJBaXrJFyu9E+Gp5ZIxMcyBopLGNy+wY/gbadpg/WX9N2Fkn2edt+NDrVfiyGmrzWxlxjt3VsjI6raL+NyMX6RvFOMseCrQlJa2uk9r0jiv/Ie0/GvCHlQzskX+weAyvI8jGOEwjqReU1FWdN/mt00Iwnqr2l7wy/jcjF+kbxTjLHAq0F7MrUe2dyD+0nDRv/h9ZGgPFeCYv83bqejKh8WAVO3yvOVBvJVqy/xj8anVYA6jEiG/a1+iQRh5YrU1ZMq5GWVSVu/FlWmLyA8jmZWSPfYPmDr6diVo18PB5f+oPQM2skNcZGVnQpPbJGPgfIGknNslr31G3Wk4O70DPZstt3z+JL6kmRJf81T5us42mVfyPlcDnyLPlyF+LqQdK5NXL08+SWPtLf11mxEvYsdK3cUb68M2F2WPOf4kHxi/jy5RWXGfZH8YI+2B3rj0RkLdAUit20O1ks8nfrehrdpVBY9cLsGuXRH9Pwo4rKif7y5sip+fKsxNWDpOeqkdwNI/xEeqT8HNO8P071j1UvzK5RHv0xDT9YS7Q65GTq49L1AInZinvfydROsl4AMrHH/LdTT89xywWa4otd8LU+9cqf5a8IXnfIl2clrh4kfU6nrMJEvxslTabguzHYmL3be0G7aMf126un57i3RvXt4f8lXn0br3yJpDEXKQ/yukO+PANhMaZqwRdLAsVbrr7B81nO3L/6hn5P74W7+AfqTZ23fNUI80cP7h0rrM0OP86O5x1yI5EoZd47SFZEvONB8aUg1chLJ4zHXWrACmSN1NfIx+NxRI3s33fj3n3rf2eNvB+w2FK4xafRd8E7ALB+d7k4zgC8oJ7oC0vMRgsE9SKphscKSPGB50fjyfn5tDx5drT8AIUJp9VIS/GP4CWNUYpH1shPkTXy3jUSPjTIGvm8IGsktWT1nqDbl9nuSrksy/vkNH9I8aK2CcDjkl1au73bEqL8yvFZkdte+5OG/b5ke9yz0O54XXTKdkNjrrG/PyJZaslp8aKu2fC4ZJfWbm2NQLZpuey38FmR21r7k8L9jtaCL5REYhNa90TpJEC9rt/UE6DIPxh4Ua2+v/oepcv1lHBHjCR/JxKJTzG6zY/bkqfpG9FmZv+7Imvk53J31Ug4PvoauTo/s0aeh3xnSgHsgpZJbEf/V8Cld4dWA8ZTu93C8vfHrvYXT2j/aTm1832s03yRSDwzRrcHZo2MQdbI2Bo5613CC1kjExdyZUqB/gkI9scZsd+J+6CP3cw49jnUF0zPE7YZ0NgOC+foahjm+xN8kUjcDTM/QkHxvc5ljXxuZI18w8vLi9gma+THxG0mU7O3HMH9jxhgscDOJWw4scBiNwOa/Ojbwj7YC7WRiNjid0IOn6BDIqHFSdvPWmvl5eUlfNvd1RZeA7FJFlUjH49HeX19VctMfBuyRvqg+eiJFSfUpxN0SCCgXqZqB71ce+KLdtILhtLvj0qn+aXPrV4XeBzTuwfFU5Jzdz+OyuV8nLQlnmxNSDq/Rkp//8bzsQrYh+IB//4U1FE6v9uPJ9Bpfulzq9cFHsf07kHxlOTczY9RH7yA/TGfJa0nqhbc4tPoremfKFjajvSReEi/Pyowv5Ryxt7jXjfq/1hfiw1ReSDptwpRY6eUfOJ2Alp+Gt2EU2sk9kGJfoXp9fVVvTr1eDzKy8uLanxi8igds0biyBp53xqJrdZmjXwukDWSmmW1w566cee0s3WJT6R+u56K3JF2PHGBMq3yqZhTiMyDaH6SXRFtk+5BXD1Ier4aOfK551H94LHTryc7Pz/PxXCVTKt8KuYUIvMgmp9kF5Ujp+d0kiv+aC243TtToJCVUj7/A2/9OS1yxr8Pu3zfy6V0wPKtPwf5YRQJT24nEonnB1Yjr6fkVI20fLQCew8q8o8Dn4zdOmaN1CNrZGIHbjGZ4gagZjncO8Gy6Je4Byy5APOJmsBbeY3m4sytC1r9ZshOJBI+UDXy+tLehf461E8QNNdFOKHoP6cuTTa4j0/snqhocRc9R5E1UuadNfLemDKWqSWrdtAWBi3tWlKllrNP0O1E4pb/Z8u1yJBiaOXVI0L/Wf7S8M18fk7i6kHSx66R0ja3/sMXmu1OI9fTlbRjex/lr9k+ssqQYmjl1cPje6j/LH9p+J6az0nfdq3yjG2qFtxiZaqUonoSYPm0ZlcMEwdg9hOcK9baF2Dh79bwl4K1oFZTrTjloxOJROIsXOOSWym6PjzxeDyGaiTGn/v4xJ1xii1ZI/V8LvkrayRc6U2ci/4aGTa+7/LUbfSpjObJWCRveDyfUuj8tetJEiYbPiUb1XM0f1fmE8c/c/l5iasHSc9ZI68ntH3f64lta820IsXphrVZeU27E1G+8MZ4RCYnu0eEnrCPZeUAypydT3C8cJ/9TzqXrCtUVC24zcpUKb6nFY15QhD11CL3xcZgph853q19219a7/PF8l7eCmheBp4NbjwlEom9sF4Xrs+eU+9DWT+HTsHyKfYEjayRPHbWyP5PDyTug7AVqjs9dYtos0vn03Q7xS+75WFPs2Y8FdzVN9pvmcfPTVw9SLpXjcSeuLb26QoR9X/umJdyZcofy53yYP3h6tFIrdrVN9pvmcf3JO0KFVkL7lIo3o0wJ28PibeGn1XfaJ7PQJZYjOaKlBuz5Ufwg/1X5RJWRHfnTtL0mG+foNyJdscLiR86TrFj/VY+2C964kPdpOT1hY7jyHlLrnC8qHOR8jF+jq1X4fpZbVgpN2keSblH1YL6XhBQnPLX3Xtc+mKfP4ef5+T+LoJmSTtC1xM+GHAaZvq/z2dJBtYGHvfo0vMYjTvWf2Uuaf2ZeA406q+7J1A8c428PmeOfQIdXoO8W2WyRuL46DXS8jfMskYmosF9TIeskdQsqx341O0i7GmK5ilL37b/Fx6P1HMW7zuT5Auvryzxx9pp+1t4R/CL1jEpiSKuHiStqZERW+uw60QPzQcj+n8vva7f2PZAz6eGI6+Vo77d8Ql0jV885y15gdlOtaOOj+gA+Y3kUJSOM+ik/Eryx4ysBasLRRRZBov2gh05CLEBvttnp5DGF1Z/aWPHtYuIUXTcM4+SVhJXD5Ker0ZiX/KD/eBXyrjz1A0j9f6WVd8R4iZ73r85E6WT52twVn9xtU/bLiJGXNydf/dnaR6Nxnq3Hkn2uPW/qVpwu21+HrT2+d8/0C5RS+c9Mj86NL6w+OvKYe3fx8DaUTysevRfOxrdeoDlEMY3kYhCy21+Jty9RvZ/c6r/4p62Rl5fA6y1ilv94PmVNVKj20lfG8waiUOTQxjfnYB/04jbQsbxSHwbMH/M8hGSc8+zze8i7xOIq5/mSY32aY6k26lPS06Nm9ZfVHwgvHGw6BGZA5hdmUMfl7BcniRn+2rPnWh3XmjyhjtPrSpd/TQ5d0Hz1J1bfRnJbbi6Y10BOG3FQOMLrb+oGEJ442DRQzqGtYGxgR9OicqhVYStRGr77Nb9ZMJyeZIcvBbcvVBoLzrYoJvp+DsO8pVxi2pDtdNcuEf4W+WNFqgVF4mkexBEMO/tE5Q70e5c0OaKth22pW/WdQe7xln6Uzel3gnVSaSNmTX+0lZCawyw/NB8uRE7RsnmJlOSLs9Gd87plQQRzPu5JlNwEGodtmqwjRaKO5A3US1FABsUniLC9aEuypIcqZ1F31F/JSVFFA+uHiRljZyl3yy51tWyGTa2plu1s/qCgrW/RiYWK01OSe00+mK+k96/uzvlpGkOafNW4IHWgtu+M9Uavle2FP5zrz1m7quF+t0ZVI6MfJo14j00TfsLVK70567j2n3lsK/nvTzJJotOicQFzfWQ6JeJZkDWSD921kjPeyscn5eXF/T8ZZ/0zhZE1siCtsP8+Kw10pozCRuia+TTTKauY6XgjsEGNtd2dGCuLhTPNHm7MMsm6qKuuShzxcdbcKQbm2eLa2ItLEUjJ1M2fOQa2X+wIkq/GegnPNzfzlqlR6S8Z6iRkl8+eo2EfsnJVTxCaiS1ZNUO3sIgLRtT51cuBT/bsvPuWEf6E/LS8NfqAdto2mv4JCVFkJTHXD1I4msk9TGHnXG25kB/jLIh6p2kE65vXhtGPggQ/TEBaUx7ZEFeHH+tHhQvTXsNn49C+TGKuSTlMVULvlhuhiY8iYBPPrBzGj6JvejjNxKj1j1Ru/hAfv0TtxEdsJwa0T1zMxEN67avBI/TPqldSlyNfHl5+dJqzmk2RsFiV/TWwFFI41e7Era7Rl6rhR58xOsWjOuzjs1d8NZI1Ta/fpDthHUCRBULik+knaf47I6InOj2hYLjCdt55FtjTrXP3EmsRpf3mXgGYDVy5wRrZY0ctXP2dc6iHzZROnl7FRdn7/tZWSPviZPz9Jkg1khqyap1WxhOWEq1LulibaXlYml5z6rvbp+dSBq/eHxHxa7/TcU2Iv6efpiuUfmXlOQhrh4k4TXy8XgsH7PYNh/s2sFtB8J0puzAEJBr0/1DbYnqP6uOfXo7ehuVhZ/GLx7fUbHrf1OxjYi/NT8xOyPz71kptwDOJaoW3OIDFJeO2pUky3HtMY/O+eTkU1BxlM5jx/u8peJnzY8RjPDMXEmcgpYfoDDhqpGjqzTW1QQob0eNvMsHKKLBbfcb3Xr1kWqk1lePx6O8vLzcMld2QpODuYplB1kjqVnW+0C8ZmLSTG3aEwPqSQolx3pu1hMOjO9Hfpoi5YYUN48vLfxmxDsp6W7E1YOkOTVy9MMVGE/pemo5h7WNePqN8aVknfDSvVYPr65cXDRx0xzTttH0teYEl/dJSXchshZoCwU1WOE5DFQ/ihfXX7qgSBcBTN9JDlcds5y/M3G29THR5I/WV5LMFbYlJd2J2gETlDtR5zf0OoBdx6Rr3LVtsLVP/9grB0wmEV/yHNWGai997U86TvmL0uvyy8ybcLj9zzvR9UyoONv7mEjx1/DTyrT6zsIrJ1NJd6Q2Mpl6ZwAZmgeboOByHpH6a3jPlHc6jVy0vb6MLBReOUlJdyKuHiQ9V43U3Mxy7a03w6OTKa/cER1X0t1rpHUylZR0R6JqAfvOVCKRSCQSiUQikUgkcHxhtwKJRCKRSCQSiUQicUfkZCqRSCQSiUQikUgkHMjJVCKRSCQSiUQikUg4kJOpRCKRSCQSiUQikXAgJ1OJRCKRSCQSiUQi4UBOphKJRCKRSCQSiUTCgf8fUFCbUMf2kH8AAAAASUVORK5CYII=\n" + }, + "metadata": { + "needs_background": "light" + } + } + ], + "metadata": {} + }, + { + "source": [ + "### 1.5 Edge tracking (15 points)\n", + "\n", + "Strong edges are interpreted as “certain edges”, and can immediately be included in the final edge image. Consider its neighbors iteratively then declare it an 'edge pixel' if it is connected to a 'strong edge pixel' directly or via pixels between Low and High. The logic is of course that noise and other small variations are unlikely to result in a strong edge (with proper adjustment of the threshold levels). Thus strong edges will (almost) only be due to true edges in the original image. The weak edges can either be due to true edges or noise/color variations. The latter type will probably be distributed independently of edges on the entire image, and thus only a small amount will be located adjacent to strong edges. Weak edges due to true edges are much more likely to be connected directly to strong edges.\n", + "\n", + "Implement **`link_edges`** in `edge.py`.\n", + "\n", + "We provide the correct output and the difference between it and your result for debugging purposes. If you see white spots in the Difference image, you should check your implementation." + ], + "cell_type": "markdown", "metadata": {} - }, + }, { + "execution_count": 10, + "cell_type": "code", "source": [ - "### 1.5 Edge tracking (15 points)\n", - "\n", - "Strong edges are interpreted as \u201ccertain edges\u201d, and can immediately be included in the final edge image. Consider its neighbors iteratively then declare it an 'edge pixel' if it is connected to a 'strong edge pixel' directly or via pixels between Low and High. The logic is of course that noise and other small variations are unlikely to result in a strong edge (with proper adjustment of the threshold levels). Thus strong edges will (almost) only be due to true edges in the original image. The weak edges can either be due to true edges or noise/color variations. The latter type will probably be distributed independently of edges on the entire image, and thus only a small amount will be located adjacent to strong edges. Weak edges due to true edges are much more likely to be connected directly to strong edges.\n", - "\n", - "Implement **`link_edges`** in `edge.py`.\n", - "\n", - "We provide the correct output and the difference between it and your result for debugging purposes. If you see white spots in the Difference image, you should check your implementation." - ], - "cell_type": "markdown", - "metadata": {} - }, - { - "execution_count": null, - "cell_type": "code", - "source": [ - "from edge import get_neighbors, link_edges\n", - "\n", - "test_strong = np.array(\n", - " [[1, 0, 0, 0],\n", - " [0, 0, 0, 0],\n", - " [0, 0, 0, 0],\n", - " [0, 0, 0, 1]],\n", - " dtype=np.bool\n", - ")\n", - "\n", - "test_weak = np.array(\n", - " [[0, 0, 0, 1],\n", - " [0, 1, 0, 0],\n", - " [1, 0, 0, 0],\n", - " [0, 0, 1, 0]],\n", - " dtype=np.bool\n", - ")\n", - "\n", - "test_linked = link_edges(test_strong, test_weak)\n", - "\n", - "plt.subplot(1, 3, 1)\n", - "plt.imshow(test_strong)\n", - "plt.title('Strong edges')\n", - "\n", - "plt.subplot(1, 3, 2)\n", - "plt.imshow(test_weak)\n", - "plt.title('Weak edges')\n", - "\n", - "plt.subplot(1, 3, 3)\n", - "plt.imshow(test_linked)\n", - "plt.title('Linked edges')\n", + "from edge import get_neighbors, link_edges\n", + "\n", + "test_strong = np.array(\n", + " [[1, 0, 0, 0],\n", + " [0, 0, 0, 0],\n", + " [0, 0, 0, 0],\n", + " [0, 0, 0, 1]],\n", + " dtype=np.bool\n", + ")\n", + "\n", + "test_weak = np.array(\n", + " [[0, 0, 0, 1],\n", + " [0, 1, 0, 0],\n", + " [1, 0, 0, 0],\n", + " [0, 0, 1, 0]],\n", + " dtype=np.bool\n", + ")\n", + "\n", + "test_linked = link_edges(test_strong, test_weak)\n", + "\n", + "plt.subplot(1, 3, 1)\n", + "plt.imshow(test_strong)\n", + "plt.title('Strong edges')\n", + "\n", + "plt.subplot(1, 3, 2)\n", + "plt.imshow(test_weak)\n", + "plt.title('Weak edges')\n", + "\n", + "plt.subplot(1, 3, 3)\n", + "plt.imshow(test_linked)\n", + "plt.title('Linked edges')\n", "plt.show()" - ], - "outputs": [], - "metadata": {} - }, - { - "execution_count": null, - "cell_type": "code", - "source": [ - "edges = link_edges(strong_edges, weak_edges)\n", - "\n", - "plt.imshow(edges)\n", - "plt.axis('off')\n", - "plt.show()\n", - "\n", - "plt.subplot(1, 3, 1)\n", - "plt.imshow(edges)\n", - "plt.axis('off')\n", - "plt.title('Your result')\n", - "\n", - "plt.subplot(1, 3, 2)\n", - "reference = np.load('references/iguana_edge_tracking.npy')\n", - "plt.imshow(reference)\n", - "plt.axis('off')\n", - "plt.title('Reference')\n", - "\n", - "plt.subplot(1, 3, 3)\n", - "plt.imshow(edges ^ reference)\n", - "plt.title('Difference')\n", - "plt.axis('off')\n", + ], + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": "
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\n" + }, + "metadata": { + "needs_background": "light" + } + } + ], + "metadata": {} + }, + { + "execution_count": 11, + "cell_type": "code", + "source": [ + "edges = link_edges(strong_edges, weak_edges)\n", + "\n", + "plt.imshow(edges)\n", + "plt.axis('off')\n", + "plt.show()\n", + "\n", + "plt.subplot(1, 3, 1)\n", + "plt.imshow(edges)\n", + "plt.axis('off')\n", + "plt.title('Your result')\n", + "\n", + "plt.subplot(1, 3, 2)\n", + "reference = np.load('references/iguana_edge_tracking.npy')\n", + "plt.imshow(reference)\n", + "plt.axis('off')\n", + "plt.title('Reference')\n", + "\n", + "plt.subplot(1, 3, 3)\n", + "plt.imshow(edges ^ reference)\n", + "plt.title('Difference')\n", + "plt.axis('off')\n", "plt.show()" - ], - "outputs": [], + ], + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": "
", + "image/svg+xml": "\n\n\n\n \n \n \n \n 2021-01-02T17:44:17.660040\n image/svg+xml\n \n \n Matplotlib v3.3.2, https://matplotlib.org/\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n", + "image/png": 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\n" + }, + "metadata": { + "needs_background": "light" + } + } + ], + "metadata": {} + }, + { + "source": [ + "### 1.6 Canny edge detector\n", + "Implement **`canny`** in `edge.py` using the functions you have implemented so far. Test edge detector with different parameters.\n", + "\n", + "Here is an example of the output:\n", + "\n", + "![iguana_edges.png](iguana_edges.png)\n", + "\n", + "We provide the correct output and the difference between it and your result for debugging purposes. If you see white spots in the Difference image, you should check your implementation." + ], + "cell_type": "markdown", "metadata": {} - }, + }, { + "execution_count": 12, + "cell_type": "code", "source": [ - "### 1.6 Canny edge detector\n", - "Implement **`canny`** in `edge.py` using the functions you have implemented so far. Test edge detector with different parameters.\n", - "\n", - "Here is an example of the output:\n", - "\n", - "![iguana_edges.png](iguana_edges.png)\n", - "\n", - "We provide the correct output and the difference between it and your result for debugging purposes. If you see white spots in the Difference image, you should check your implementation." - ], - "cell_type": "markdown", - "metadata": {} - }, - { - "execution_count": null, - "cell_type": "code", - "source": [ - "from edge import canny\n", - "\n", - "# Load image\n", - "img = io.imread('iguana.png', as_gray=True)\n", - "\n", - "# Run Canny edge detector\n", - "edges = canny(img, kernel_size=5, sigma=1.4, high=0.03, low=0.02)\n", - "print (edges.shape)\n", - "\n", - "plt.subplot(1, 3, 1)\n", - "plt.imshow(edges)\n", - "plt.axis('off')\n", - "plt.title('Your result')\n", - "\n", - "plt.subplot(1, 3, 2)\n", - "reference = np.load('references/iguana_canny.npy')\n", - "plt.imshow(reference)\n", - "plt.axis('off')\n", - "plt.title('Reference')\n", - "\n", - "plt.subplot(1, 3, 3)\n", - "plt.imshow(edges ^ reference)\n", - "plt.title('Difference')\n", - "plt.axis('off')\n", + "from edge import canny\n", + "\n", + "# Load image\n", + "img = io.imread('iguana.png', as_gray=True)\n", + "\n", + "# Run Canny edge detector\n", + "edges = canny(img, kernel_size=5, sigma=1.4, high=0.03, low=0.02)\n", + "print (edges.shape)\n", + "\n", + "plt.subplot(1, 3, 1)\n", + "plt.imshow(edges)\n", + "plt.axis('off')\n", + "plt.title('Your result')\n", + "\n", + "plt.subplot(1, 3, 2)\n", + "reference = np.load('references/iguana_canny.npy')\n", + "plt.imshow(reference)\n", + "plt.axis('off')\n", + "plt.title('Reference')\n", + "\n", + "plt.subplot(1, 3, 3)\n", + "plt.imshow(edges ^ reference)\n", + "plt.title('Difference')\n", + "plt.axis('off')\n", "plt.show()" - ], - "outputs": [], - "metadata": {} - }, - { - "source": [ - "### 1.7 Question (10 points)\n", - "\n", - "![1.7a.png](1.7a.png)\n", - "**(a)** Suppose that the Canny edge detector successfully detects an edge in an image. The edge (see the figure above) is then rotated by \u03b8, where the relationship between a point on the original edge $(x, y)$ and a point on the rotated edge $(x', y')$ is defined as\n", - "\n", - "$$\n", - "x'=x\\cos{\\theta}\\\\\n", - "y'=x\\sin{\\theta}\n", - "$$\n", - "\n", - "Will the rotated edge be detected using the same Canny edge detector? Provide either a mathematical proof or a counter example.\n", - "\n", - "*-Hint 1: The detection of an edge by the Canny edge detector depends only on the magnitude of its derivative. The derivative at point (x, y) is determined by its components along the x and y directions. Think about how these magnitudes have changed because of the rotation.*
\n", - "*-Hint 2: You can assume that (x,y) lies on the x-axis, i.e., y = 0. *
\n", + ], + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "(310, 433)\n" + ] + }, + { + "output_type": "display_data", + "data": { + "text/plain": "
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\n" + }, + "metadata": { + "needs_background": "light" + } + } + ], + "metadata": {} + }, + { + "source": [ + "### 1.7 Question (10 points)\n", + "\n", + "![1.7a.png](1.7a.png)\n", + "**(a)** Suppose that the Canny edge detector successfully detects an edge in an image. The edge (see the figure above) is then rotated by θ, where the relationship between a point on the original edge $(x, y)$ and a point on the rotated edge $(x', y')$ is defined as\n", + "\n", + "$$\n", + "x'=x\\cos{\\theta}\\\\\n", + "y'=x\\sin{\\theta}\n", + "$$\n", + "\n", + "Will the rotated edge be detected using the same Canny edge detector? Provide either a mathematical proof or a counter example.\n", + "\n", + "*-Hint 1: The detection of an edge by the Canny edge detector depends only on the magnitude of its derivative. The derivative at point (x, y) is determined by its components along the x and y directions. Think about how these magnitudes have changed because of the rotation.*
\n", + "*-Hint 2: You can assume that (x,y) lies on the x-axis, i.e., y = 0. *
\n", "*-Hint 3: You can also assume that G_x(x, y) = 0. In other words, the gradient which is perpendicular to the direction of the unrotated edge at (x, y) only has a vertical component and thus only consists of G_y(x, y).*" - ], - "cell_type": "markdown", + ], + "cell_type": "markdown", "metadata": {} - }, + }, { "source": [ "**Your Answer:** Write your solution in this markdown cell." - ], - "cell_type": "markdown", + ], + "cell_type": "markdown", "metadata": {} - }, + }, { "source": [ "**(b)** After running the Canny edge detector on an image, you notice that long edges are broken into short segments separated by gaps. In addition, some spurious edges appear. For each of the two thresholds (low and high) used in hysteresis thresholding, explain how you would adjust the threshold (up or down) to address both problems. Assume that a setting exists for the two thresholds that produces the desired result. Briefly explain your answer." - ], - "cell_type": "markdown", + ], + "cell_type": "markdown", "metadata": {} - }, + }, { "source": [ "**Your Answer:** Write your solution in this markdown cell." - ], - "cell_type": "markdown", + ], + "cell_type": "markdown", "metadata": {} - }, + }, { "source": [ - "### Extra Credit: Optimizing Edge Detector\n", + "### Extra Credit: Optimizing Edge Detector\n", "One way of evaluating an edge detector is to compare detected edges with manually specified ground truth edges. Here, we use precision, recall and F1 score as evaluation metrics. We provide you 40 images of objects with ground truth edge annotations. Run the code below to compute precision, recall and F1 score over the entire set of images. Then, tweak the parameters of the Canny edge detector to get as high F1 score as possible. You should be able to achieve F1 score higher than 0.31 by carefully setting the parameters." - ], - "cell_type": "markdown", - "metadata": {} - }, - { - "execution_count": null, - "cell_type": "code", - "source": [ - "from os import listdir\n", - "from itertools import product\n", - "\n", - "# Define parameters to test\n", - "sigmas = []\n", - "highs = []\n", - "lows = []\n", - "\n", - "for sigma, high, low in product(sigmas, highs, lows):\n", - "\n", - " print(\"sigma={}, high={}, low={}\".format(sigma, high, low))\n", - " n_detected = 0.0\n", - " n_gt = 0.0\n", - " n_correct = 0.0\n", - "\n", - " for img_file in listdir('images/objects'):\n", + ], + "cell_type": "markdown", + "metadata": {} + }, + { + "execution_count": 13, + "cell_type": "code", + "source": [ + "from os import listdir\n", + "from itertools import product\n", + "\n", + "# Define parameters to test\n", + "sigmas = [1.4]\n", + "highs = [20]\n", + "lows = [15]\n", + "\n", + "for sigma, high, low in product(sigmas, highs, lows):\n", + "\n", + " print(\"sigma={}, high={}, low={}\".format(sigma, high, low))\n", + " n_detected = 0.0\n", + " n_gt = 0.0\n", + " n_correct = 0.0\n", + "\n", + " for img_file in listdir('images/objects'):\n", " img = io.imread('images/objects/'+img_file, as_gray=True)\n", " gt = io.imread('images/gt/'+img_file+'.gtf.pgm', as_gray=True)\n", "\n", - " mask = (gt != 5) # 'don't' care region\n", - " gt = (gt == 0) # binary image of GT edges\n", - "\n", - " edges = canny(img, kernel_size=5, sigma=sigma, high=high, low=low)\n", - " edges = edges * mask\n", - "\n", - " n_detected += np.sum(edges)\n", - " n_gt += np.sum(gt)\n", - " n_correct += np.sum(edges * gt)\n", - "\n", - " p_total = n_correct / n_detected\n", - " r_total = n_correct / n_gt\n", - " f1 = 2 * (p_total * r_total) / (p_total + r_total)\n", - " print('Total precision={:.4f}, Total recall={:.4f}'.format(p_total, r_total))\n", + " mask = (gt != 5) # 'don't' care region\n", + " gt = (gt == 0) # binary image of GT edges\n", + "\n", + " edges = canny(img, kernel_size=5, sigma=sigma, high=high, low=low)\n", + " edges = edges * mask\n", + "\n", + " n_detected += np.sum(edges)\n", + " n_gt += np.sum(gt)\n", + " n_correct += np.sum(edges * gt)\n", + "\n", + " p_total = n_correct / n_detected\n", + " r_total = n_correct / n_gt\n", + " f1 = 2 * (p_total * r_total) / (p_total + r_total)\n", + " print('Total precision={:.4f}, Total recall={:.4f}'.format(p_total, r_total))\n", " print('F1 score={:.4f}'.format(f1))" - ], - "outputs": [], - "metadata": {} - }, - { - "source": [ - "## Part2: Lane Detection (15 points)\n", - "\n", - "In this section we will implement a simple lane detection application using Canny edge detector and Hough transform.\n", - "Here are some example images of how your final lane detector will look like.\n", - "\n", - "\n", - "\n", - "The algorithm can broken down into the following steps:\n", - "1. Detect edges using the Canny edge detector.\n", - "2. Extract the edges in the region of interest (a triangle covering the bottom corners and the center of the image).\n", - "3. Run Hough transform to detect lanes.\n", + ], + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "sigma=1.4, high=20, low=15\n", + "Total precision=0.4010, Total recall=0.2058\n", + "F1 score=0.2720\n" + ] + } + ], + "metadata": {} + }, + { + "source": [ + "## Part2: Lane Detection (15 points)\n", + "\n", + "In this section we will implement a simple lane detection application using Canny edge detector and Hough transform.\n", + "Here are some example images of how your final lane detector will look like.\n", + "\n", + "\n", + "\n", + "The algorithm can broken down into the following steps:\n", + "1. Detect edges using the Canny edge detector.\n", + "2. Extract the edges in the region of interest (a triangle covering the bottom corners and the center of the image).\n", + "3. Run Hough transform to detect lanes.\n", "\n" - ], - "cell_type": "markdown", + ], + "cell_type": "markdown", "metadata": {} - }, + }, { "source": [ - "### 2.1 Edge detection\n", + "### 2.1 Edge detection\n", "Lanes on the roads are usually thin and long lines with bright colors. Our edge detection algorithm by itself should be able to find the lanes pretty well. Run the code cell below to load the example image and detect edges from the image." - ], - "cell_type": "markdown", - "metadata": {} - }, - { - "execution_count": null, - "cell_type": "code", - "source": [ - "from edge import canny\n", - "\n", - "# Load image\n", - "img = io.imread('road.jpg', as_gray=True)\n", - "\n", - "# Run Canny edge detector\n", - "edges = canny(img, kernel_size=5, sigma=1.4, high=0.03, low=0.02)\n", - "\n", - "plt.subplot(211)\n", - "plt.imshow(img)\n", - "plt.axis('off')\n", - "plt.title('Input Image')\n", - "\n", - "plt.subplot(212)\n", - "plt.imshow(edges)\n", - "plt.axis('off')\n", - "plt.title('Edges')\n", - "plt.show()" - ], - "outputs": [], + ], + "cell_type": "markdown", "metadata": {} - }, + }, { + "execution_count": 14, + "cell_type": "code", "source": [ - "### 2.2 Extracting region of interest (ROI)\n", + "from edge import canny\n", + "\n", + "# Load image\n", + "img = io.imread('road.jpg', as_gray=True)\n", + "\n", + "# Run Canny edge detector\n", + "edges = canny(img, kernel_size=5, sigma=1.4, high=0.03, low=0.02)\n", + "\n", + "plt.subplot(211)\n", + "plt.imshow(img)\n", + "plt.axis('off')\n", + "plt.title('Input Image')\n", + "\n", + "plt.subplot(212)\n", + "plt.imshow(edges)\n", + "plt.axis('off')\n", + "plt.title('Edges')\n", + "plt.show()" + ], + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": "
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+bxySynSVYddhg0RfeVmsLlnI1V5XufxcwZvLTZLUfps56P8+LTuPddM+XpdWtot86yUNoDNq334mr1VJy0niG6FWiqzkKtdlzqbwzHJCK4ny8vW8++JQYJJWN3+HWDpC+k7+/vXXX5tj9qVSyQh/zkG1WkWz2cR8PjduED47Go1wcnKCTqdjXCrNZhMAMBwOAcAcva1UKsYlvV6vTf6PRqOBWq1m6uL8cx8UCgW0Wi0DVhjYyn7X63UTRLper42lhorZ+fk5drudAS42/7CP6PooEXS4jtxpJUquTZmEwpPKctXpMo+qj9g+T+5iFhwQ10a1QUJSW+y22xqgPRb2YvdpjElMReuyKY/m6ItpUL+m3UYFmnYdvrbkAYEMZGMbXW1NGwcfs/UJCZ8AdlGIUHcJJt8a8dVptyupna73Q9qp76qQ8o11EnDQZ1xtDhlT29Lley9EeCko033varNdrl0/25QWwAykJ9LS8nx1+8g1d756NKhf2x0ibH1lhlBI++2/D1WCQsrKu56UX1OI0x0RRRFGoxG22y1OTk5we3uLQqFgLAEvXrww5Xc6HRN/sd1uTcIw4A48dDodVCoV1Go1U/d0OjVtqFQqmEwmaLVapsyTkxPsdjvjYuFcM5lnu902n7MuBrNyfywWC3NCJY7v4jpGoxEA4OzsbA+MVCqVvTxKuo7L5bIpN8lKnh7WnDIRrmChrBSSedHl6kkTDi4GYedVcLXZxwx8bbM/SxN4PsZxDG0oibQeGwBpRr2kcfUxjaTPshI3AwXcsTTHUCGTh5KsBEntT3pPn81isTpEU+TcJ9VlryMX2PFpky4wYa87lyUmrY95FBvfc0kKQVJf7Wf1GRtIJbXRpyhk6YfdHhsQu9qbVLbP1a4UkijPNTaHAg6bQngX25L0rN02jp1q9FEUYTAYGKtBr9dDFEUYj8fYbDYmuWan0zHCfrVamXiN6XSKcrmMs7MzY53gkdnpdIp6vY5ms4l3796ZOBG2mZaIYrGIWq1myp/NZhiPxybItNPpmHe22y2q1aqJzdhsNqhWqxgOh1itVjg7O0OhUMAHH3xgrCiVSsXsUbqFOBau0ywHxXS4NpgtsFyLJmTzKKVpBqHtCyn3oQV7njpCNv2hFApsQhZNFmGQRyi6tO2sZRyTQtrre8clxFxAI6S/9rj4EjjlaW/anvaV7bOGutqbVE5avQ9BacDK3pcuP7+vvfa7xwK3Ida8JEp6/tC2ZaW8wOpYayQNWLosT7qvCcQ2m41JnkmLA1NMMG6j0WhguVxiOp2adORxfJ9Ei0nBbEsVk3YVi0XjNiNg4HqkdYFuFLUS8yQLgL0Mp4zl4HHYUqmESqWCXq9nLCKlUskkBmMqAbYJyB/zl8nSEaLB26g6RBsOMVGmmZpdZdhHoDhhIWbMpPYmMZwQzdVVLhfcMTT4JMuMr80+sOHacPp/mpaXl+hi8Y1HiEUhJEOuS7hkJd8aDwF6Ls3f9Z1d5iGURbtzvecSfD5G7RPUafOXdS+k7cXQ8mzelTaPaaAqqwIW0rZjv+fiifY7PtdqWj26B9OSRoVSEljk98dQWl3P6PpYLBYmvoFBpAQfANBoNPD8+XNjeVitVphMJmi32yiVSuY+lcViYU6cMH6jWCyi3W6bdch33r17Z+ItmK8DAGazGWq1Gl69emXcIMzVsdlsDKgpl8tYrVbo9Xo4PT017pzBYIDtdovr62t0Oh3z7OnpKaLo7nQN22jnfnGNfdL4B+XpsAfdpb0lTVQahT6f1BEiON00LpNgkv8yi4Czn/cJPN8EJAEo+xmf4Pe1y6V9ujRZXSAhc6nlqblYGZYLLCYBF1+daX7BEKaSZIHTZ9LSjWtsQGh9oQI8aT1y/brAKT8PsRKGrN8QsGwLUJ1/l+Kh2phdttbtOg1iZ9p0tdUmJlFyKT0h+Vdc45bUV7sO/h1igQqJo8ijSbr2q08pCbFApX3O71z73F7/efl8FnCQBvB9dYSUzb95guTm5gaz2QyLxQJnZ2eYz+eYTCbG8rDdbrFcLs0R1fF4bNwqUXSXcrzRaGC73eLNmzd49uwZptMpvvzyS5ydnaFcLqNUKqHVapljtp1OB/1+3+TMmM1mxgpBAEMXCLOIA3frnzlDaKlot9u4uLgwbpTnz5+j3+/j9vYWz549Q7PZNOWORiOcnp7uxbK4xpHxI7ljOpIESBLw0EV9DGTL+g753veca2NmFS6u3/q9j5nZZaQxAR/q9vXJ9z/wzcQ9eSwz+nkIcEkTxK56spBvfEhZmKx+ZwcRuiwoadYlV1tUQCWBTm37IdYAV7lZyAau9tp0xVCFCrGk/ofMow1W7HJCx8olOLVvPuCqn+URtCFkAxy7rtB3XM+kkUuBS+OdSbLh26A0nueK93MpVsVi0Vg21uu1uYgtjmPjtuDnb9++xXq9xrNnz1CtVnFzc2OA8XA4NPXNZjN0Oh3U63Wcnp5iOp2iVquZZ2n1WC6XJl6EYIPtnEwmiKLIZC5lfAcvddtsNuaUzNnZGQaDAXa7HTabDZ4/f25Sp8dxbKwaq9UKcXzvIXCB6iyyEwjI0xHH95kE7QvfVNOyN4Gt/Sg9xMJz1RWy6LOg6KTvVbsLEeI2Ggxl0CEaaVIZvjpCBHKSIPWBCZ/Wdygdk5mH1JU07jYQ598uLd81lz5hZZdnlxkqTI89Vq7+hgg3V1ts8GI/4wIzaW0KsTL65sM15izTF/Dqmje7TQ8lbH1g1mflcL2bdX349oBdXsgBgaR2+f5P4lVJ45wG2JOUQ+XrcRxjNpvtCWYFHcViEev12rgibm9vTXntdhudTgdv3741sRUM3IyiCN1u1wSbNptNDIfDb+TTODs7w2g02ptn3jDLwFK1FL558wY//OEPsVwusdlszMmWVquF8XiMcrmMWq2G8XhsAE+pVDJWi2q1akAPAJPC3TU3SXNESgQdPBccRZHzhlmX0HEd8TzGhnPVnaZtpG0Ouw+h2oMNtNIWvA1KXP1K2ox5rDEuZmqXZwsMXz98TDWpTte7oZQXWKW1J00A+d5P22BKLteWvSZd5bja4SrjGHsqZHyTjsv7yrIZdMj7aeBV93Ha2nO1RctIel/LscFiEohIEoChCoj9XtIaCQUINvAIBYU+ChHm9jy6rE7HuJn4EBCdBNR9lg77fWb9ZMDlcrk0uTPevXuH2WxmMn/WajXc3t5iPp+jWq0ijmPjZonjO+spj7XW63UTaBpFkXGt9Pt9cxoFAJrNpjlKS6PAYrFAuVxGs9nEZDJBoVDA9773PfT7fUwmE0ynU1xdXRmXD+M1ZrMZRqMRhsMhqtUqarUaqtUqAJi2MZcIjwonzUHI3CSCjnK5bAaGEbFa+PvWNo8BXvKi+yyUJsTsz46tEbnASZLgI1gMEdKudidRiMB4KDqWdpnW7hBrQ9Z6HlI7ztoWkg0G7Cy+LsCQZVxc77vK8Y2NCwxkBZppSkAScEyiJIUttH2HrI+sgCPkOZuHvO/9nZVC8i+FKJyMN2POCgp+pjbnc8Vi0Zw0AWCusucJkNVqZXJ18OTLfD7Hzc0NAJhEX5r7ggH2q9UKFxcXmM/nxtVTLBYNsKnX63vJvXiqJoru8nLMZjNE0V2OkcvLS9MXW9mgW4WxHNvt1lhBXBSyLhNBh33ToEsDsYGIS/u3BQ7NNr5G2os3VMO0tSKXeTsp3XkoIPGZ4fR916VlPkqzvGh62hBrgst3qc+4xspVTtp4hMyLy+ISai5P0tSyBNn5BJCrLa7xD9GOQ75Pes63ppLK8mmvLvDI5+0U8641RUUjqc2+va7fh6xV/cy3/ux4Al99rvdd1zTYVhn7e+URyvBdAD4UTKddVWATGXxaAGwS7/RZ3dLWuAv42fzNJpcl3EccC/t02iGgJYSnpO113x7S+eZ+4T0nmma8VCrh7OwMjUYDt7e3iOO7EyC0Fmy3WwyHQ5RKJdTrdZMhFLibq/Pzc/zsZz/DbDbDfD5Hu91GvV43LhFe8rbZbMxdKL1eD6VSCVdXV+aSt2fPnqFcLhuLCoGSJtMcDoe4vr5Gv9/HarVCt9s1R2jr9bqxvtCyQ+BRKBTM3TDKV3SM+Y6PMufpSKMkDUF/h9Tj03RIdmCf/UxS8FMSpT2TJAwU3PiElqt/+tvF3Hz15qW0eXI9E1L/MbRzzmsc38cRhZr7k+hYDM7WqEPymhzTapFWlgvA8LfLKpEV8IS2w0XHWsMh5dhCxtbkbFDrGg8XwDjE4pCl/ZpRNA3cJIG5JA3fVaYqJVnqzKOEPBQ9RNlaZr1e3xtfJuI6PT3FYrEwN7lG0V1Kch6vrVaraDQaiKLI3MHCFOaNRgNPnjxBsVjEeDw25fPCNVoYGo2GyWzaarWMS6RSqeD8/NxYTa6urrBcLgEAl5eXiOPYpGePorvEYOrK2W63ePXqFWq1Gtrt9l7uEAWV9prPugcygY68jDMtmNAl3FwoylVu1vb5EH1Se7KQjyHZmqk+m9bPNNCRpb1pVpVjC8is7aIQT9Keba3ER3nWR1Lb0j7LWkaestIERp5y7LaE7guf5pi0x94XcAXSkxe5BLlafnz7IwsYD7WEuEgD+WmWT6qH7cyzNpP6l1an7/9vg488JLnutFFLAC0K9Xod/X7fuDFarRaGwyEWiwWWy+Ve8q5ms2nuXGHujmaziVqthul0aqwh19fXKJfLJrEYYywGg4FJY97tdk1W0slkYo72Mq8GXT2z2czcVAvc38HC+Vuv15hOpyYglenNfbKLFDrfmZKDuSwKrmh6m1wCJIl8moavXB+5TG4+gZZESZspa7tcGvJDb84sGkiI5p6lrtDx4QbWOwFsUOZa6Gmk9buOuoakbvZtrCQGfQztN0njTqorDZzagD6PRcv33ENqr0mU1Bb+plaXRC53DNelPd+hAj4PEOB7aRYHlxXEN59Zrby+dX+osvabskay7lECQB5HVSUIuOMvdFfM53N89dVXKBaL5iSKzmehUMBisTCXvhGQAPuxH7PZzAAUnjohCCXvYirz2WyGV69e4fnz5+YUCvkp1z5PnrTbbQMsgDugUavVTDp1zUpqB4+6ZEQWZTXI0pFFC08y86nwyLrwbCRud9JVb1rSp9A22GXbrhObibsYBf3CWlaIH9LFUHxm8qQy7P74rC6uRE2HUMhGdwlBe+zyMu2kz0IBlv2MLbx8wCoL2HOV4wJZIe2115XrqLvtLrC/d2USzXPyIOsYkOw1rs+GMjh7XdnxZ3YbkoCYujrUj69WN1c/9J6OtD673rXbbVPInShZyDcOeSxsPiCo85EUd5e13Wl1+9qi9SbtQQptbS+fZ+rz6XSK5XKJm5sbI+BLpRIWi4UBLVwPtVoNcRyb+1kKhbvbXRl7wXIZQ6FZmu3g0lKphMvLS3MiRdOwAzDtjuPYWEzo/uE8MO35dDo1icT4rkve2muCCn0anwiydNiCzrUAVWj5KIsQs+uwGee3abrzmfyTyDVuaYKLzx1KWawxSYAjBISGgIw0bdEOduQ7WTQ2X51ZELm20dW+LOXkbXseoZ1m6QDSM+a6hJnLChDarmNYfvK899D1utaTa03n6cuxLAJpbfG1Nw/QOLRtD0l2Xa68Kz5yASV9p1Qq4eXLl3jz5g0Wi4VRTOi2oNCv1WomERhjK168eIFSqYRGo2HSoNsWWFo2NBgUgLnNlqAmiiLc3NygXq9jtVqhVquZdOt6TLff75sL5MrlsslwSnfMixcvcHZ2hu9973vG6uIbo6xzmPuWWZKtPbjuy1DNKpSUSdvaxCHCx1ePUpq5Ou17wH+JXZLW6mJeSXSIxpEGgJLKPtQtlDR/Noh1Ac2sizyJoeYVBgrODhVSSc/mKStUU0waB3v/ZS0vy3e+57OQbQ1xUUj9ecBCUsyavbeylHsswBTCr9LKCik3Dx0TdBwKUkPWjUsp2263ePfuHd69e4fFYmGSdFEWlkolc6nacDg0MSG0SFxcXKBWq2E0GpkEXgQ3Los09xJPssRxbE6d1Go104blcolOp4NWq2XiO2hJKRQKODs7M24dXvjGo77n5+fGtcL8IL5xyiqPM4OOJJTsMofqQPGZLGbaQ7UWu5yQMrKa93yMP8lECXwTzdpj52LUNoDLo7m73nMxmLSMgnkZUZoGZTNxtbKF1nFMSlrzecY/75zZ7ckLYOz96qM8wiqK7uMf1BVxSHuPJdy+TevobxK5BJn9PT9PAuc+y0EWOhaYSXKd+coNSeet39N9wHXN7zabjTlt0mg0AACTycQEeBaLRTQaDQM66OJ49uwZhsMhttst+v2+SZ1OEKHXydPSQEBCq4ce5y4UCubiNrZttVoZ4NBoNEwKdyYTYyzH+fk5KpWKuWOFrh8CD17wZssfe62E8IhU0GFPigbQsKIsZjgOjpIrp4UrT0CaFqImsKQ+uNrko6zaUZb2hmwUXzCsXa6v7y4rRlqdNqVpAlp2khXEV479rMv/nUcz1DXqa4uvjJB1nIXscl1j4LOOaZ32XOYZl6Q1bQOSpMvufKDap/mHChN7HHzCIanvPsButyePZcNXH8k+AXMMk7SP7HEJ5XVpCpH9Wch82n3OagX0tTuvpSatXH6WBqx0PTKQlDETjLng/7zAjTe7qjuEFoZOp4Plcoler4d6vY4vv/wS8/ncJANjewgodrudOb7KINNyuWxiM3hihkdqa7WaqXuxWBjQQRDR6/Vwe3uL2WyGOL6LKanX69hut+j1emg0GnvAioBH50MxgD2+PELso0TQkYQMQwVRCKUtMl89SYveV46r3BBh6mqHvam4OPOm+nVt0pBAsSybO4+26RvPLAw7Scjn0WyyWlR83/sAWRrzPobWrPUnBbHp/8cwuadZz9ge1exc79l0rNNYISApqyDKY2HJ8l5Sfe/DwuLaqyEAOi8wSCvXVf4hdX2bpEKWIIDAg9fWt9tt40IpFAo4PT1FHMf44osvMJ1OTZr0Wq2Gk5MTkwCMmUlZfrVaxXK5xHq9Nnew1Go1ADDvD4dDYzkB/Jbper1u2rfb7fDkyROTvr3f7xsQxAynT548Qblcxmw2M7fPRlG0dw9LGh1s6XCZzx5iAYX4RA/RFrIya0W2mqgqCaAkWTgemmzBcMiRV1fZh7Qpz7wde/yyuBFC6s5zEsH1fIigfGiBldXyF1JO0n7NY2kLeScvGHuIvepqyzH3ZBKF8rokMBkKso8B0ELK/TaBCnmHzV9p3VitVgBg7jxptVoYDAY4OzszeTYAmLtXGo0GVquVOSmy2WyMGwaAsYjQWsLA02azadwhdOGoGwWAOdFCCwnby3Tr8/ncgCHgPj8H21Eul1GtVrFarbBcLrFarUwisySLWlbKfLW9/f+xFkSIME/7TheGj6GEtNdO/65laYAPv39IwZBFQ7NN4vqd/ez7IGoG77M+3/+utZJF+Gs5h+YxyWIRSwLdIe+6KNT15YrSD6EkkBDqvspKPkHpsuIkvRNabhIluckeut9pfOlYLo+kZ3z7zlWGa6yOERtyLJ5s94n8//Xr12i1WqhWq+bOFVo5Go0GXrx4gdlshs1mY/J6LJdLRFGEWq2G9XqNL774wlhNNpuNOWHCS996vR6Wy6XJ50GrR6VSMQGj8/kcAFCtVs1Fb3T50C3DxGDT6RQ/+9nPcHFxYSzoPFWjbby+vsbFxQWiKMJkMkEUffM6gaT9lkaZAknzTqy9EXzmUxXu78MkmZdcLibfUaosdCytM+TYcl6Gm7VdLvdQmqUghNG7TPn2e3zGPmbmq8NVj4vy7ANd166o9LT3jg1u09aarmc7nwLJdiFoW7NYO5JivFxtzSo4fQrIIdbTJEraf7omH5qS1vj74LWucX8oQPHQoINlapwFL24rFotYLBaYTCaG18znc2w2G+OaYNBnHN+dWlksFiZxGOMtCD4AmIvaGP9Bq8dyuUS73Uar1UK73Ua/30ccx+Zq+sVigVqtZnJ3rNdrLJdL49JZr9e4ubnBZDJBqVTChx9+iG63i3q9btp3enqKKIrQbDYzjWWognTQkVlb2KZRUmPSBM/7EpIhzx7alkPJBRxUq0tiyiHCln+7glLt+tLamSSsdJGmtSukPy4Aoke41ewIuIXpQ1tlbBDh2qRJGmHeeCG7rDSXhdbDv12XlvliF2wG5LOS+taIj3zrwVeGPca+9eL7LAms+IR2Ep9Lu0gvL9ltydJPG4AcKrCT9mwI2MnDf/O6iPTZtDGjvIuiyCTMKhQKmM1muL29NXed6IV2dFlw3uk24X5uNpuYz+colUoGXNDqQLcIXSwEMUyR3mq18Fu/9VvmrparqysDXAhyaPXebrd7t9YycLXVaqFer5u+l8tlA6TsEytpFMexAdNJoDqTewXwn6YIZRxpGpbLPKjaUNJpDtcFT2ltd1FSf2zBFfreIe2xKWkM8zKzECuAnaAtrf2hbQkBi6FrTAGMne3QV49r/bjierSsrOSq/9A5y0t2W0ItB2lHqO1yOGccSzI/m7K6m1yUdvLH9W6ed5La4CsjL4Vq76696/rMBwDtz461HtME/7Gtdw9B9vomYG82m+ZURxRF6Ha7iOMYl5eX5tp4ujUIJIBvWl3jOEa1WjV1EFgwUJUAhBlPGWBaqVTw0UcfGffKcDhEs9k0d6osl0vUajVzpT2tMCz//Pzc5Pag8sBL7OI4NhYaBprabvKkNZTmUk8EHWlC3P7OxzRcKFw3gL1BXEg5q/CxKes7SYzQFk5/FjbPIZTErPJSlvnkGKum7UPSeSxkSfXnETohFNpvl8UhpGylPO6sY5RLZnYM60wahbhyQijr3GYBw3nrOPS9PO+HPHssF3KeZ47RlqykcoxxHHEcmxiL8XiMZrNpXBp6YR//JkghkAD2U+wD+/tKeR7303g8RqlUwmAwwGq1wsnJCRqNhkmlvlqtEMexCVLl0VomBqMVo16vY7lcol6v77WPwINWEpeL/BCZl8m9kpVJ2p/7tGn7PR+j93VSfc+uMohQfWX7yOdmSLKCZKE8ACpJAyfZSPpYzMoe57wAkOVxMReLRYOmXUBXTbIk2+qi7XM9Z7dd16MLYBLl69qx208K8c+7ALtrXb2vUw7vi5Rhpa1D15wCxz2CfgzS9eJbcySXOyUvs87iMsjTdzvW41A6FhA8FoVajpKe4fiUy+U9kDAajTCZTPDpp5/i5OQEf/qnf2rcHHZ8FEEH3S8ATHk8qk6Lhn5OSyFjSBjMGkURPvroI6zXa1xfXxvwQ0BUKBQwHo8BwNwcO5/P0W63Tb6ObreL5XKJy8tLNJtNE+fhGz+Xa1h5dW5LR9IEqCCyB5Wf+8gFDuzPfALFZwJPIh/YSVt0PpRn1+0DJzalMU9FvCGM1gdAQiKNbcrDCJJcXVnrtgGIluXSzH3jw3Jsi5mtTQD3iX7sd13tS/qf73LeXOsgxGJiCzEyIP0/hGmHuBHsekOAte0qyUrHtHrYfIZmaLs++3kfuRQX/TypDfacHMvtGEIKLux28G97bHxWRnVj22TfNGqTr26fC/GYAMdlSdc6+FmW+C1bKWZZdJUQUBA0vHv3zsRmNBoN49qg1UDbUiwWza2wu93O5OHodrsmPkP7oK6P8XhsTqQw5mOxWODq6srEffR6PXOy5uLiAj/72c8wHA4NP+l0OsaFQ7714sULrFYrk7/j6dOn+O53v4vz8/NvWLp9VjvFBLljOpImgqRCIolc2oHrBILrf76n7xzS5rS6QjSypHJ8gsfXdvbNxSSPEYfyUHQsrdw33mpt8DEvX3vS5jUUGLgoi4BJao9NIReqhayzLHUCYVYYV9muGB8bCPssjkppGmiaizOEksDgoZq3/f6xYrdCKATkhygH9rP29wpcKAiVf6tFJwRMPIQFiuSz8uSxdBCIMXfG7e0t6vU6NpsNBoMByuUyTk5OTMKu29tbNJtNfPTRR3j58qWJxQBg4jsAYDqdolqtolQqYTabmRwcFNjr9dp8D9wLclo+mNeDd6cMBgPM53MUi0V88sknqFarBhgxPoSBpJPJBL1eD2/evMFutzM5Rnq9HkqlEj755BOsVivc3t6aO1jYh6SYJwWzSUktD77wDdg3j3MT+1wdSrvdzqmh+OoADvfduQYtBPTY77g+U80iC/kYQJLm4ao7ixaaZwM+JCmyTxqPJPKB2JD3yShDGZHLusX5ymIGfx8UMtdZnvHF+Nh9t0/J2PXYbjtfW/JSqOBzWVtJeUCSPU55wXnIONgKn4v32M8wziCpHheA1OeVN9ngkuRThB4CcNhAJ3QfpxEBFcvjTazX19cYjUbGajAajcyYjkYjc5FbtVrF119/jcVisQc+eByVY8g7UwCYkyfMtdFoNDAej00sxmq1MtYSAhOCj+l0ikajgW63i7dv32I6naLb7SKKItTrdZP8q9/v78WDxPHdMV9eELfdbveSkNlj5lIE05Q6UqbTK0mTlCRoKUiSFoK9wJMEj21G8z3Huu3/k0xuecnWsg9Z9D6mnvROqKnwEMpTTogA9rm/9DOXiyVLnSF1hwIDbU9SeYdSCMhKAsB5wGfedvnWbIjGmUYhghQIyy3iaksS0A0hXQs+V1We8kMtyNrPtHEhJfFQPu9qd0hMWej3f5aIe77ZbKJQKBirAe8saTabaLVaqFQqqNfr+OUvf4lqtYpisYizszMT5BnHsUl7rre+cu3UajVTJu9NWSwWZp4ajQZOT0/NaZSTkxNEUWQyiJZKJbx588bk7GAGUwa7RlGEDz/8EP1+H7vdDsPhELe3tygUCvj0009xcXGB2WyG5XKJfr+PQuE+pbvGuCWt56O6V/K4IkLpGEIlRNgo4MhTTggdarL1adLAt2+RSKM0AAEkWyKyCP6077JasHzlJr3nArd55yir9SnPGORti+87F6insHpIE3qS+zFvoHPeuUt67xDBG3rvUto7rlgL+3uftScphu59upHSyG7LsZKv0aJDawddB5VKxfR3sVig2+0CgLE6xPHd6REK7uVyaawSXC8sk3EhVIJ5mVsc39/yqoKeLpfNZoNqtYooikw+kPV6jeFwiNlsZlwwu91dplHdk7RkvHv3DtPpFKvVCr/7u79rYj2Y8ZTlR1G0d/Gbb70nKcykINCRVJErkMkHIKLo/vIY/cy+xS6re8LVJpadJLRDtcGHJk6qy4T5kJr0oeWmvWOPb9r6UfeUrbH6NLNDLTy2YDqGkOa8aZtdJsj3QTbTdLXBXmdJQjTEMuRz8+Vxe6WVo3W55iDJzRuigIS0325PFN3fKKp+fJe1NbRcH5F/JjF7m68kgZC02DkXCPGBDVcZxwAmoS7nUNd9WjmbzcasEWYF7XQ65rK2169f4+zsDPP5HC9evABwF7PBo621Wg3tdtvk2Viv1wZoMMSAbdW+lctl4yY5OTnBdrtFtVrFaDQyAOb6+hqFQgGtVgvFYhE3NzdYrVYYjUYmRqNSqaBcLpu/r6+vUS6X0Ww2MRgMUKlUMBgM8PbtW3z88cdot9smIJYgi9YLBUEcH64hWseU17go2L3ickXwM26itE1CRuza/GlmuzRt06fVZBEiodphmjac1YJiC6RjC6as2nuWcg6pK5TZ2+Uee3zS1l7e+g5tc9561ZWpe47luU4yJNUfChbSQHwWwJhGPh7i8jVr+7KWG7KvXd9rfJH+zXnwAZCs7dW600AgcB9/4QKaruezUMh7Wdwzx6a09ZDEn/ksLSi73c7cCBtFkTk9Mp/PzWkSul2azebe6cvLy0tjLalWq6jVaojjGNPpFAAwm81MoOlisUCz2TSXrw0GA7PWmUqdMSBPnjxBHN8lKKOLplAomOyjbNNyucQPfvADzOdzFAp3eT06nQ5+8Ytf4MmTJ+YemNlshlqttpdnhHJWFSsXLjhKIKm9QG1zXIiP8BCm8z6eTQtE9JHLjB+qZdvvvy9N+H1ZTPIIcVvbOiYoS2vfsbQzZVTfhjXNtjomCTm1hLjGOGv7fQKMFgDSoS7IpM8f8jRXVgtfFktSlnrytCsk+DOpbJfl6CFByiGUtrdD1wc1/el0iuVyiZubGzQaDRSLRbx58wbL5dI8R6t9o9FAp9Mxybna7TbiOMZgMAAATCYTU/6nn35qjsFWq1Xz/Hg8xscff2xuqOWRWIIRBrU2m000Gg3sdjt8+umnKBQKuL29NRfA1Wo1c509wQpdNMyk+ubNGywWCwyHQ1xcXJjbczudDtbrtbHg2YBVf6vxIDfocLkmbKaUdn4b+KYQoblKLSRpJm5fJxRBHkIhp21IIQzjoUyLoXWl+XFdgieNbD/pIZo4EJ72Okl7TWpP1nnyCQMfqEyysPnqSWpTnhiUJEoSfGnPk/LERSi53GfHIJcAsYHTIRSyZ3zt0vt+bCuwzyocYvXLO35JQNP+TNtjt4998z2TxRV8zLXgIvYvC69xEfu7Wq3w4sUL3N7emkvXNP5iMpmgXq8bt8l8Pkev10MURRiNRvj666/RbDbx/Plzk5+Dlo1+v29AQ7vdxsXFBW5vb7FardBut1EulzGfz02cB2+jBYCzszOcnp5iNpuh3W6b0ynNZhPb7dYkAPuLf/Ev4l/8i39hXEOLxQKtVgs3NzcmrqTb7eKrr77Cn/zJn5iTNr/4xS/wox/9CJ988gkKhYI5UQN8k79ozEhu90rSonSBDduH6qO0UzF2w21zpCuvhT6XxGCTmGIoc3SZqUNQtJ0d09cm13fH0Hpc/XONtU9D1+jlUNK7A3zgKAkA+fzfvj4cInB8TFN95lEU7Zmo7fb6yvL53DmmWcc1iVzr3+fadLUpqRyltBNmvn0aWpcNOEPapWvhkEBH115x8SN91vW/b424xi5EiIdYEtPKTWqDj+L4m8dss1hrfONog1LGOCTVE1qv7luXzLFzTLlOAsXx3VHS29tbTKdTE9cwHo+N66FSqWAymaBaraLb7ZqkYIvFAvV6HaPRyJTZ6XTw5MkTzGYz0zaeOomiyLhsAKBSqZj8IIwNiuPYKO0k8lbmEYmiyNzJEkV3cZSTycS4hBj0ul6vMR6P99Jd3NzcoN/vm9Mub9++xWeffYbxeGyO3upY6Tjbbhgf5c7TYQenPQT5NiE7ZG8C/QklZcZZzeFZhYRvA5B8AuEYmptdT1K5SYDFLiO0PhcgzDpX75sO8XnbfXOBOtUMDh0H31zktRKFfpelLUllZf08pA1p74Yexc1b/qHkAhhqZeMzIUqS8jgfX9Vy0xSj0L1vtzeN12o8kq9vIcDZVb4NfKidU2jblhG6HUajEWazmbnIbbVaYTabmSBM3hD77t07jEYjI4xfvnxpLnOj24SxGvV6HTc3NwZsFItFdLtdvHjxwgRvMpaD7eJdKbvdDvV63cR5xHGMX/ziF/id3/kdfP3113j16hVOTk5QLpdRq9XMJXS8Y4W31r59+9aMOWNAarUaer2eCXhtNptot9v4kz/5E/zWb/0WOp2OGVedn91uZ1w2AAzocVEi6Eg7fmUvkFAK0UAUdWo9rmdcG8LHFJK0an3GFjhZza1Jgsn3XlodWQR9GmUp1xZaSQzPZ5lwaS9ZBI2tESVpmmn9CCG1TBAcuABqKNlgw67H1b609eB71zUHNpN4HxRiAQK+acnkZ0nvhNSV9mwWTT1vXVnKDSXf+s+yh5PaklfQp7XTV479ne69vONkW1Z9FheVPWqJZnIunkJhrozd7v7Ked7gyuDLQqGAdrtt4ijoiuEV8pVKBV9//TXG4zGWyyVOTk7MqZBnz56ZYM/1eo1KpYKbmxucnJwY4EJwwqRgq9UKw+EQpVIJ3W4XV1dXeP36telboVDAaDRCpVJBv9/HYDAwVhrmE2EfGAD727/92+YOl3q9jrOzM1SrVTx58gTFYhGj0QgnJydGJrP9BCmTyQS3t7d71h2bMls60pBj2jv2e4Af3GRx1dhWDgqINEpqcxrwSBIYSZs0FBC5ng3ZhCHMJ2S+bC1Fv/eZdW3m5isjCayGrKM8YDcLubSzKIpMpLhdd9oa9wnWJK0uBIQmtZ9kH1HP6u4IEWqusl11hQLurOAuy3rIArzyCNuHIhdYtecpqb2+edQysoxjljXvete3NvKMb5oy6RsvKq7c0/1+36QgLxTu8msw3wUtEKvVynwGwMR4vH37FhcXF8bFUi6XTabSzz77DFEU4e3btyiVSiaw8/r6GrvdDldXVyiVSnj+/Llx5SwWCywWC3z3u981sSLdbheLxQKr1QqTyQStVgvNZhNRFGG9XqPT6eDq6gqr1Qqnp6fo9/sGXBAc1Go1rFYr1Go1/PZv/zYGg4EBK5VKBZ9//jlWqxV+53d+x2RUBWBSvReLRZOUjHlJRqMRvvrqK0ynU3NE3EcHpUG3hU8oUAgtm2Xq/77P+LmtEWsOkDRBmbQZ8wTUpTHckLGy/eI+q4+rHnucfMDIFkr2M5vNxiTD4Zz7wJBaBOzy7Pp8/fAxKtv0qX10gRtff/W3Bv2FgB2fSd7ub6ilK0mj92nZ+pzr+CstM/zOvrY6tM60uVRt8hggMMREHvJuqPLj+k77S/7hejarFh4yt0kg0+a1LlDoI9c+UF6p+9+ez0MAmm/9KqXxVJdMCbHEMJZM59COQ2QMAm9tXa1W+OKLL8xR0e985zv46KOPzHX17969w2q1MveaNBoNM37lchkffPAB+v0+xuMxvvvd75o69Kr7drttXCbL5RLr9drc5XJzc4NisWj+n06nKBaLaDQa5qI5piYfj8fGLcKbZHl9fa1WM8CCFofpdGrcJovFAp1OB+VyGZ1OB7e3tzg9PTVxKj/84Q/x+eef49WrV+ZYbbvdxmeffYZut2tO1vR6PaxWK/zqV78y8SEcHwbJuujgu1fSgn5clGWzujTzUERMH5PNSGzyWV7sUzeHMkGbiYeQClONHk/SGG0hY5NLyCb9rQwpzXKhcQo+CvHbuvplAwx1e9jtBtJP2xwLJLv6m5SQKbScEFDmAqE+kMBnNRDNnku7LJ8riN/xfTVV5wUehwAWuw95eAywz898458mBEOEYigpDzqkj772JAF8W4FLo7QDAlnbdghpe1WxUNJA08FggBcvXmAymaBWq+H09BSXl5col8toNBrmPpNCoWCEuX2fSrvdNuDgF7/4Ber1Omq1GhqNhjniul6vzUVslUoFrVYLu90OJycnaLfbJgsoQQFzZtDSMR6PMR6PMZlMEEUR/uiP/shcQ8+YEd7rMpvNcHt7i1qthkKhgJOTE8RxjNFohEajgaurK/zBH/wBZrOZydXxy1/+EsvlEq1Wy3y+2+3Q7XbRarVQr9fx7t07vHz5Et/73vfQarUQRXfp4NfrNaLozgX00UcfeefmYNBhCw/X4gxBqmlkC+6Q57Mye1uDtPsTWl5SHYeWYzMb+4ieCpFQE3WopkTBokLfLtvlS00Cei4Ak5V8jFEtIy6mndS+Qykkq+6xUjUrqUasflcFBkkWKtd42OPrA0e+ctPI1nZDrAJpFCqUQ6wfh5RxTLIB9qHr1m63S7lKUrSOMU8h7cr6vYt8QDCO766Ln8/nJg8GLRLL5RLD4dBYDobDIT744AMA93tLT+dxzfHSNQZ6MsiS1g0CCJ5+WS6X5ntec893KpWKiZfgKZnNZoNyuYzdbmfubqnVauaeFQIb3uNCsEFgQN60WCwwHo8B3IGm+Xxu4j54Yy2tQdvt1gTU0kJzdXWFRqOBXq+H5XKJZrNpLqbjCRwX5b7aXjVbJZfmeIz8Dq53XMzP1oBtDTwUhNjHJKkVp7loSC5Gmue0gqbytXPwsxz7x1d+mlbjeoZjwefs7+w1EaL1ZTHxK6VlnE2yvtiURYNLI1f5IUnH7Kvhk6wMpDRriO0S4HrRsUgzafvG32cB4/8hLg4Xqak/bSzTgI/9WVZQEWL5UnDmAmrHBCFalgswHkOBc+35Y1us87SPlMc1FQKWGCz6+eef4+bmxlggxuMxXrx4gadPn5rgTGr0tBJ8//vfx9dff43VamUuW7u6ukIU3aVKn0wmJpcHj7vSHbJYLFCr1fbuYuFxVoIXxpPotfKLxQK73Q6j0cgk/GLuDlobgLtbblnuBx98gL/21/4afvWrX2E4HGK5XGI+nxv3DMsmL2Ld2+0Ws9nMuGvm8zl+9atfoVgsotVqmXpoIZnP55hOp6jVaibI1keZk4PZFLLw0rS+EDNyyMLToNKQMkg+N4r9jObIT2orcIcc0/qVFwDpu+pO4f/KSHxj4frf/sy2RtjM3wZ1+puklg+WrVakvC4OBXChjNc3LqQ0q4yPQoRXyEmOPEzcZW1yCUG1cug7Puuk3c6s5vwkpn8MClnLWfLhKKUBCBsocn8kgdw8yakU2Glsl677vOPLdZCWlPHQer4t0nmxx5BULBaNpt/tdjGZTDCbzcznhcLdnSYUzDwu2mw2MZ/PcXp6isFgYNwgGsdQqVQMAKH1BLgbdybuogCntWKxWJj36dZYr9eYzWZotVoolUoYDAbmtAlw7zpar9f44IMPcHNzg8VigUajgclkgo8//tg8wyRjBDLT6dQEmRKAsJ20+kTRXUwfk4/R6qLJzQqFAs7Pz017bm9vcXt7652bgy0dad8lLVgbaYdqJYpUXcei7PKT/gfSjwYD+Ia2qG2I43jvjLLrfbvOpL6GgLuk/0MYcoigt8clqQ4f+SLuk8py9d9uiwrLPO1KAhfHAAMhfUor2ydI84DHpDG3vwslXzuyat8h+9ZVR9q88zNf8LXvnbSxSBpHH+VR4PT/Qy7BdIFpVbQ0xse3p1TxUOtOVsVQyScbXOOQBNpsaxP/ttc9Az4Z+L1erzEYDDAcDnFycoLNZmPcEiz3s88+M8dlmZ6c1gKeADk9PTXHU3mElLEY4/EY5XLZHGig64GAArgPROdvvaTt6upq77bYKIpMwjC9G+VHP/oRisWiCQhdLBZot9vo9XrGQl4ul3F2dobLy0us12sTT1KpVIziOpvN9qwvpVLJBKsyZmM0GpkTPj//+c/RbDZRr9fx9OlTVKtV46ryUSLosCffzt7mWwAuk6Ov7LzMznZXpNXj+99HtrD0leNjBqGbyf6fdamZTSlkTH1WEaUQLTCvppj2rI8Bkg4J7rT7bmuhaW0hhfQ1bY2HluMjX/4aJZ/wclmhXFaNJIUgK7kEUZb3fPs5pI1pwDoUWNmuYNf+TgssP5ZrIk+5rudd4+TbY0l7z1Ym7c9C8p/4XLmqxIUoSUn1AzAxEoyjiKLIuDmiKDJaOk9c8B26OJgmnFlFCQBmsxnOz8/R6XRweXmJarVq4hgo6BWk8HZXum40u+hqtfoGuOYeYLIwumyo1LKt6oqZzWb4gz/4Azx//hyTyQSVSgWVSgWNRgO1Wg2//OUvzQ21zIR6enqKKIowm80wGo2MRaNYLJqYEYKdcrlsjgtzbnhZ3XK5xHQ6RaFQQKfTQafTQb1eR7vd9q6BXIGkai5PMu36mFDWzeOivMzcbp+rnCRG7mtDHu3umAIrK7gKEV6HBgCH9NFVT9Y6lHypt0Pb4irzGM+EPO+yriWVm2U+XJaDY+xDm/KWnXRKJqme0LaE7vMQi4IqBb/JrodQQOk6lWb3SwGw7Z6zy1XLQkj9oXzQfi7JDUbwSKuDKonFYhHT6RTT6dRo5HEcm6DIyWRirBbL5dJk8mTQ52AwMAm6KKwZXLlcLvfAPtcK3SUcEzuXRbFYNO4ughNmD+U7BBwsv1gsYjaboVwuGzcPgQyP1jLnB2NK1uu1ubZ+tVrh9vbWWFkYrArcATANluX/rJ9tVLq9vTXHd5nQzEWZQEeoiU+1yyTNJYvQziI0Qt+1NT+Xlmz/VlNfFqtD2vN2e/JqoHktO8cStMqMfP095mkmuxydaz2rHyIc7HWSZq0JsaKkPWM/H/KMCockYRrK/A/ZV656DyknbxlJFqsswCDEEnTo0eC874bm6EkaC9uaqp/bChmwv5ZcltekPoXEttjtTbJe65r3gSC2mXt/sVjg7du3JnMo4ymurq4wGAzQaDTw9OlTxHGMWq2GTqdjrqSn+2M0GmE+n5s4CCb+orWEuTWYYVQBBgEJ4zVceYGq1aqJASFoiePYZBMdjUbGWsObYzmWvV7PnIZZLpfmeC4DYn/6058auc2cIFEU4cmTJ/j5z39u5p1xGrwHhve+0OJhx+ZxDRE8FQoFvHr1CgDM3TM+OvjIrEsgJzFE3+e+RW7/rRSqGbraCeyb8pQxJbUvqQ++ehUh+rQHfn+o5uTSBlxMPUsdCiSS3ktjeK7/07RQnr6gBsDPfFlBtQ2u8Q0FV0mC0AYTvn4nxRu5KETguWJb+KytfbJtaWbv3wRN3SdQ0p4nJQE/X/+z9Nu3HkJ4RVL77Gd0HJI0e98+TnvHXiOudePrj73X9KKwUGBtl8X5SeJLvpOA+n2xWDQxBzz5MZ/PMRwOMZvNTJ6MTqeDs7Mzk5o8jmN8+OGH+Prrr7FYLPaABC0J/J8AQpN1AfeggW3T8eAP4zX4PdtKNxCFPXlbqVTCcDgEcOfe4LOz2cwEtDIwtNfrodls4vb2di9GYzabGYtEoXB3pT1TlH/xxRfY7XZoNpuI49jcHqv8bLVa4ezsDKVSyVwCx3lnmzj+k8nEZGtWnuOio4EODnjaMyHluRagSyvLyywVtbs0cp/FI29drrJd3+Wtx6ed+J7LS7YwPoRCTap8Vp93+X1djDPkxIh9GsnVR5sp+nJd+CgL2MlKNrNPA3Gh9WaxzCQJylCwlSZw0yhE4TgkL0qSUhLS5xCQFMJLs5BPkPuULRdvUmBtU55TiUkgPQt4cfFsAqDlconlcokXL14YsBHHMSaTiQkAvb6+xna7xcnJCa6urkyQabVaxXA4RLFYNMdReVKEdSyXSxQKBSPcmTBMAQYtGnEc7wWNAjDBrCTe5VKpVBDHsbGyrFYrPHv2DMvlEtfX1wCAdruNOL5zn3Q6HQMcaJGI49hYPnjShBaJOI5NECt5Hk/p1Go1Y9Fgv3u9HgCg1WphMpmYHCOVSuUb8SjsRxRFJt7ERweDDpvyMNe0TesDInnakiQsXNYWu/7QNuQRID5fad66XIwjCRjmBY1p1o80ChXaaYIlycqjYEJdLpo4y26LTxi71kWSwD0UTCZR2hy72npIDI3SMdxk9vs+0KeUZgXQ55L+z9M+rd+ltYdSUluyzHueZ471uSbGSjpVlQSm8vB1n9uGwZnD4RDD4RDT6RSdTsec5mDOiX6/j2q1isViYTR0WgOazaYJuKTLgYBBXT+0SMRxbE6k0K3BsdFTIGwj+8xTQ2rl4H0vAEyir263i8vLS7RaLRPTcX5+jvPzc/zgBz/AdDpFHN/dhssyOaa0zgAwQIEuFgam0o1Sq9UQRXc36DII9Pb21tyoG8exuW9lOp1ivV6bGBENxGWwadJ8Zjq9kkaHWh6SygrZ2C7mZJPrvLuPXM+40Ljr/7x+Xy0rVEPWd13/a5uTNJc8GibbyfdDBJotrEMYcEhulDRw6DIv+6xaPg0Q2F9ntqtHBbuW4QqUPKY266rTZwHzgams7QkRGKHr1zfGBIY22eOZ1PYs/QoVgkmCNMTCFmJ5OgR86OdJp9BCraSuehicqNdNKPlyi9jlct+E1m3vY2ryBBqvX7/GdDpFuVzG5eWlaWcURSYxF0+YMHMmL3Kz9/JqtTLWjCiKDKiI43hPwFOg6zUVi8XCjE+5XDb3nvBoLpNwESwQ5PT7fRQKBXzwwQcYj8dYr9cmTuL58+dYLBbGnXNxcWEyg15dXaFarZo2MFmYjlmv18N8Pke1WjUnawCYEyjtdhtPnjzBq1evEEWRiWNhplONVSFY0XnieGjOEZsOBh1EuElaXejmOQYTDqG89agm5tpgx9Igj0FJgONQ8jFmF5jxmVhdbU16R5/zAYak9ipjo6ah3yUx77QxS1r773Nduxh7muWGdAjYPCa51lCIpcPXt4dqo/4dOsahdAzQkeV71zMUskkAmQkQs4DoNOtTqDJo17lcLk3AJ0+r0G1BQMETFRSc5AN6ooQxFgQCdluZWEutHyqIWRatJ3rclHXSSsDneNqD5cznc5N6Hbh3k8RxjEqlgm63iyiKjBukXq+bfCAEUZxX1s+4F6ZPV1qtViaPB1O/02pBSw5j6tRKrFYdKgdxHJsx9FGQe8WnlXLSdJNwwtK0KhdQ0cWUZOkIZSRpz/lARBIqd/0N4BvJwVwAJEnDCGWkuint8mxmaPfR1T+7/ixWCBe5ytD2AH5NUAGs3Zek46N2H7h5Ndrafj6N+QH+y7Z89Ws/ddyjKD040gdc7HlNYtL2c74yyRySyPV92hFe+xldA0ng026na/71+6TxcLVN59HXbt94cB3ZAjgLMHC1M8TSEar02e/wb5/bI0kB0XfTKIlfuebIte9cvMbeL5QndF8wnkCPcjIRF+8dIc9otVomRsN1XFXnt9lsGgsEAQQvZlPXBa0cjH/Y7XbmVAtPh9CiQaFPQcw06CyL9REgFQp3qdIp4KvVqkk3zvtVPvvsM5OKnCdYCoWCCYYFYACGWmiYpKzb7ZrYDo4pjwdz3AiOAJh39cguA2MZ9Kp7jMDDR0Ggg4vBp3G4BFfShlZm7Fpgoe2x6wphAPaJAhcDZj98Qsv+LKmN2i6XsLefSasnRLt3fWe3xxa+rja55tVFKhhtBu0q21cOEXkaYGOZ9ucM3mLkuT6XxAR9TNnHmF3EteTaA7aQ8oHGECGT9IyvrUnCxddH1xxwfPmunX4/CcjZe9QHkFzva9muPUnml5VcdSaNoQ+E5rGm+IIwKQA0b0MS2QCfe1HXto+3pJ1qcr0TQnzWdTxUKa1ebedut8N4PDYnOmazGQqFAs7OzhBFd1YNxm0QDFQqFRNsqYCBmj3roCWCApM5Kzh2/Fs1eWr5PMqq89ZqtTCdTs1dKQQTjUbD3LfS7/dN/MNisTAxHYvFAufn51gulybepNls4uzsDNVqFdfX11iv1+j1emi323j9+jVmsxk+//xzTKdTAwyiKDLAhHUT5NB9w/5xLXKMRqOR+Z8ATceHVhE9uquu3SiK9twuNiWCDntRpGku+p0yjCQgEcps7fKT2plEIRoG/04TlGnAKq2OJMryvs2YfD5cZfi2tpN2vDMEcNjaoF1uUn+4qUOCae01wDJcvmWf9hQC2tLyW9hkW/iy7Bf92wVM+JndppBcCEmUZe/4hC1/+2Jb0urU8U4DYq4j+T4ekrYGQ/iI8jMKCXsf5SFfe+22hgAPV4xRlnb5QHde4vs8RZGVX9uAKYoiE0NAITiZTIwQpRVjNpsZIc/6i8WiOWVCF4XtGiHQAO5BnwI/WlZYJtswn8/NiQ4KYbpJeBSVGUhZr7aNAKbZbJqATq6xk5MTk06cl7sxRfl0OsXbt29xdXVl7jnR9rF/GnPDPCJMfKZHdXe7HVqtFhqNhsnQqsdj6/U6arXa3q2zDJLl+5xrzpXtmlLKffcKF4WLCdrCI4l0o7mEhT5nf3fIxtCyQrSuLGW4vnc9H1JPVuuN650Qxm9TErgL0fLSNHKf5msLXFf5SVYUaqRJYDcJQPmAZhIADV23SZRkDdH14poTe7zSAHNIUK5vzWj9CgBcVipXfgVXXT5yaeTaBn4eIph9lKYskI8lAY08fMi3ru259M17UntVK0/axz5Qltcq4Ztffsd50vWZpmAAMLetUrAx7wavem80GuZ+ED6rx0h5BDWOY+N+UKAB3Ftl6OaI49ic6ADu1zKPy7IMulfohqHbgcKe1sBSqWQsJGwLyyE4KpfLxoWy2WyMK2YwGJhbbqvVKorFIl6/fo16vW4ARKVSQa1WM4GzepKEMSTD4XAvwHM6naJYLJoyN5uNscYwToSnXUhqIZnP5wZUcfzohuJFei4KCiR1aZ+60XWxKWIM2YwupppXe8jCDFyWGFvL5HNJGqsPALkEsy1UfFYLe0x8ffT1L3TcfeW6/uc7rv6nCV2bwWj/+LmOSRoDc42NzkOSdcU+FWG3Tduta90WAj5ygSf939V3m1xryid4fOOT1D7XOyFC21Yk9B37WGChUHAKM2X0rvHROdHrtu01xvnz9YmfJ1EIv0iyGtpzmYWSeAnLD9nrNihynZpL4weHKm++PRSyT3zPxvH9UdRCoYDpdIrxeGyukaemrn0/OTkxacF5mZkm5XKtGTt3C9ctU5oz9wXbSMuHxizYblWCG/INCnU+q1YA9ptAhzESi8XCvKOAnhe8EagwYViv18Pl5aUpd7PZoFqtmrgSval2NpuhUqmY72jB4Fio9SeOY3MJHseFlp35fL4Hyjgmu91dsjAfpYIOmznrQLsYq89qkSTE7Gd9i9j1vlKo4NTvbEFot9cl3FyMKGkTZdnUdjvsvqTV5aJjARVXv5Pmyjfvuvnt/qaBGL6fBAB8beIRNRv0ZSknTbglgVAbTOkzdqxCSFyLj3yALakcO8bABUJsPpDUHlv42W3yBZxqO9RiZWvl9ni5En+l8YckcEuygVbSPsxCIe+GzLfdHh+wTyo35JmQ75MsrnbbQvq/WCwwn8+xWCxwc3ODwWBg4iSoydMqMJlMzPqp1WpoNBomd8ZyuTRHUuke0JtdARh3ATNtas4N+zsGs+oeIU/jOww0PTk5MfWx30ypTutNHMcmHqPT6Zh6+AwTd9GFw34woVi9Xjcgg3Ec2tcoikxCtNlshiiKjMuF1iO1WhSLRQwGAwMq1K1YLBbR6/UM+OB3mo1U3S0uSgQddjCekk84+Bi0S6tJKsf1zjEoaWOEaJah5bp8z6567LZkERShQuhQTYakwUKhdbjm85BnXdYH/S5NKLrSiLvWrk8ousgG2gq+tQzVhFxlpo1PXjdCyDp2ATTXM0l7Mgkkq0bE33YckT3maQHmIaeLkijL2NtrI8lSlVaX77u0OfABeC3HtQdcCmNaW7MqNr5y2EYXD/QpiTwiOh6PcXNzAwAYDAbGrRLHsRGOFObq5tCA5ziODUBQ15N+zx/NsaGuEn5WKBSMhUDdNNT8mQ6dwpvHV5mfY7fbGZDEOBO6NwiQ7MBNgg0KdibjWi6Xe+nXW62Wufm12+1itVphu92aNO5q9aErSi9l47gylqXT6eDi4sI8T0sJAR5jZZSXcdyTTq4AGU+vhHyXZXO5NroP4IQs+ixtydLepM/TBFFe8jH4PFrJsUiFpovBhVISQAPS5+TQMVfhHVJvWh/VV63Pu+Ib7GftOjQi3KZQwJHUXtuyyOdDtN+kz9m+EOuCr++6rpKeZz1pwc825dnrSd9lWYe+cTtUsbIBkL0GXfNt15823odQFosO29rv942mzdiAxWJhsoTqEU0KeQY7UmjSGkGNn3EHDHJkoKdehkbrgm0tUsBMq4d+ptfV0zpHNw+DOgkwCoW7rKe842W73WIymWCz2aDVapmgUtahOTJoTeCc85QJwUOtVkO1WjX9YlpzBQW09qpLSPurz/CUD4EV413YT/YZuF+H2kYfJYIOnz9T/w9FxGnoO+39EAEXstnTTOVZ6NjCPkkApmlih1LIKQi7DVnbwrHPG/Tnoixrwo47SHveR2mnhVzl2CcMfOX6tPssY+YCdSTXngXCYgjSNPG0d3x120InDdBmEeoqkG3LrfIhF59Qbdg3Fy7rU8ippxBLia9NWl7anPnG3FcmP0tSDH3tSwO7wDfdVSq8KfRms5k5MkrhTMGqcT7MiMkyGaxZqVTM5Wa3t7fGEsIgTT3hAtwJax41pbuDsSS2gkJrAQU6hay6PHRMN5uNcaeQGBPCz3ivycXFhTmpokqKunIWi8Xe/+wHhT/7x7/p/igUCsa1Uq1WcXNzY9w2q9UK5XLZxJEQWPD2XM4Bx4bWo0ajYYAH19lud5fvI+lenkwZSUO0ATs6OaTcEMrzjgvlu46XvY+2vE+yg3xD2pt1HEKPavq0L5KrbYdaiXx0rHIfqn1ZKW87XGNuaycuQXWMfqeVYWtfoZS2xu1yXS4wFdA+MOKiJJD3m0gh/CDEtZOHXFYVCvLJZILhcIjxeIzRaIRWq2WEubpM6CYpl8smkZa6PIC7Ey68dZWxH4xx0CDRer2O09NTAPd5KaIoMm4UFf4ENnbAJV0empmTAZ/L5dLUHcexiS1hPASP2TYaDXPrLS9OA+6P8PJeGV23u90Oz58/R6/XQ7VaNQnKdGyZFn29Xpv+8n26eQqFgrn4jcdo2RfNnsr6OR+si/0oFouJp1ZIR717hWRv3N9Uyssc8mqgaWXqAs9Dtr88qbxD2u1rX5rbJMl14KMszP99UZr2mJeyznuaGTMruQDioRQCKm1Xl63N51UOXPUnzZ0NSJKspEmf/6bxvbxKnsvdlURZ3Tj278ViYY51UtOu1WqYz+cGaPAzujm0bhXsjKHQ9RNF0TesiXTV8KSHfTssyybAUEuGnp4heCKxTq3Pbi+P93Y6HVQqFQNo9OQnQQiBBzOwAvfulCiKjKWGgabkDXS38HMAJtDz9PTUJDdj/hG+R4Cmbhj2Q607Shx/dbu46Oi3zAKHbbpjCnSXxeUQBqblqrnQRbYP31f3sYSGz8Tv62te7SxLe33AJ7SMrOsoxAT8542OBTzylBHqr7f3dMhayyrwshD5gm2VVWXJdn8ktSN0L+V1R7rKyDI+LvdJWrtccSJ52uuqx+bLGqNBq0Gj0cBud5fiu9PpYD6f4/r6Gu12G+fn5+YCsrdv3yKO73Jq8Ep7aut0j3Cc1us1qtUqms0mAODs7Az1et0EfFIw2+tVT7rQbcD2M36E71MgM4CT/3N8CARKpRJ6vZ7Jr9FoNEzMxHK5xHa7NYnGePxUMwDvdju0222cnJwgjmNzYZsdW8KL72azmYkb0VMvDICt1Wq4ubkxmV3VvcQEaHp/jLqjSMzpsVqtcHZ25l0HB4MOl1DPSz4/OE1k9qK2N7e9QVxR7Zz4JA1ay/X5PG0K3ZhJFohjaq0URr7I/jT/PMtwfWZvPFe5aaAshI6heT+E4LI1lpC25W2DC6S6YgiygHWXkLQ/cx1BtSmrmd7XLte+tdt3DHKBDJ8LObStLvLFnLhiOrKQbQHKSyH8TNvra2tIOUnvEPhRmLXbbfR6PaxWKzx//tzcNwLAJPyiIKXg5umNZrOJN2/eGOFL8HF6emoAyWazQbfbNadBCoW7hFm73c7cOgvcX9YGwGj0BCN6JTzbpi4eukbopmFcBfvLNkdRhG63a2IqmE2VgayMT9HsomwX3Rm8b4buEzuIc7VamVMstGRMJhO0221st1tcX1/vnUApFO7ygLAtzAPCvvNoLt1Y3CMcB7qOut1u4hrIBDoOsRL4GJ2WpwOmf7tMnUll830g+aSM/q/lKzq2GbJPiNmf2QhY6/IF2WRhRHY/bFCWlWEwalkpDTBo2WnjnBbHkfQsmZPvGR8di0knmdl95eYxuSeBal1Dun6UOdrPuspx/e/6LCkQLA+ltc92vR3DImmTb31njV+x3YYhc+3jO0pZ10waAAp1TR7qRs9Srm2hUTdEoVBAt9s1ibVqtZrRzguFAp49e4Z+v4/ZbGYEaqFQMMCiWq0aTX23u7uE7ezsbO/yM4IUAg3NbqoxHBSg6kZhSvJisYj5fG4sJtT8G40Gut2usVb0+/2946NRFKFeryOO729upStJA0AZH+EaSwKEdrtthD2tMZoSXt1JLmICsslkYpRTApxGo2EsGARRZ2dnZsxp9WG9APZus1Wg5azb+42D0rQuHUzXuy4Tu2ri9mJM0wxcgWAkFfpJ7ySRbRoGsGdiSyKOBf/mu0p2OaFt8zEnF5NxuZhcZSQBIR/zChWkvjb4yAVY8ght9UsfQnl94oe8owFj+l0eDflYloM8mq2rPhcf4Vy5eMRDBWYeYj0jhew1F7n6lDa+PgvKoXQsS11o3203C/coAcHTp08NCGByrOvrazQaDRSLRbx7986k/6ZLo9ls4oMPPkC9Xsfl5SWGwyHiODYxInQ78D4S9omXxEVRtKd48VmN8SCAYFZPWhB4sqbZbJqjqqVSCcPh0Fg3KEsKhYI5nUIrhI5buVxGo9HYC2qt1WrGukBXDC+yIwCgu4OAQ+NOWDdzfqhVg7ElGgfDDKq0rHzwwQdotVqmz3ryh2O12+0wn88RxzGq1eo34j2UcrtXFDT44hSyBEbawCNkAdva06GuHld7D2H2tsBNAitZhfL7ilXwARYX4DvE7eR659A+UisIqevPKuVxXyW9c0yzPbAPtH1uTV+dWdoSMg5ZwEsS4LHdM3lcLnmEeIjykIceqtwQUtM+gL17RJiTgzKGRzopVDW4FLg7Vttut3F7e2uSbzHolO4FAgzg3nVCQapWQ9ZhE4U3Y08AmHpo4VABz+OjeitrqVQygEPzeKiSq6do6IIhoGE+EgB71nT2heOlY0vXEIGTxppUq1UDKHh8lu/yqDGTmKl1g6THdQkWk/ZDIuhwbWSXVu1zP/gYQYjZjZ8lvWMLcU1UEkqufthmeQUPx4y7sNvw0O8kve8aazXP2czVft52r9iUxb3iYuQhWrYrlbeWdUxtLa0teawCLmEW8n7Wuuyy8wqdPKCALkv7O5dw17snbHoo6wfrsy0v2lfNXGl/56OQ9oa4U94X5eVJaWs2yRqklmFaC/h/tVo11gua+JfLJVqtFp48eWKsIIVCwdwxAtxZHyiQmWqcFgpdV5o4jBo+62H2U+AekDCfBUEPYyOYLbRer6NUKmEwGKBYLJrAWFpm1E3BcSLAAO4DNAm6WJ5eGqf8goCK5bKNPBJL2UWLDt9nEKneUcPjs6VSCR9++KFJDMa8HayPlhGe6CEwWSwW+a+2T1p4KhRCEHloPUmCxqY0P3QWs+GxwUSeMcgb06HvJrlDbPJ97xNIyjB8gitEa+Xidj0byshDtPVjaJdAPgGn/Qs9YZIlNkBBXhKI8PVZy0lzXWYBjDa5rHt2mmR1RSa1Na1cm9LcmUnr4aEF/LEsbFmsyFnI7n+e8dA4MyowFIgK7BRsRFFkbjWlgC4U7k58lMtl426ZzWZoNpvGuqF7jevr5OTkG4m2aA0gqfVNgQSFM10HTB3OZF+ayZSgmadwoigyAhm4dz/QzcLTKXy2Uqmg0+nsBaEyayoDXAlaWB77wHbw5AtzZ9BixLYRCBEYMXi11+tht9vtWTeKxaKJo9EL4lh/o9FAs9nEYDDA9fX13pxyTJPWZe6r7UNM16GUVxgcAyhokKpPWz+W9uuqO6leVzlpQt22TiSV67NW+eq2tdW0cl1laHvzWANCnk0DNFkpb0yEWsfUX3xMLd1eu6xX/86yFu1ylY4lKLOWm5fPkCH7TuIcst++DXooi1TIXOcBzS4+lGTpcBH3TqPRwO/8zu9gPB5jt9vh9evXqFarePbsmSmbGvdms8FoNMLp6SnK5TKm0ylGoxEGg8Ge3KJlhD8qONUlwyO1PDHDvvJ99olWBo2H4FXxbBvf1zwW7XYb7XbbZGEF7iw0dDExTwdBjbp1yFfoguHNsXrENYoizGYz0w4NIAVgTsycnp5iMBig2WyamJHpdIpOpwMAZhyYYKzVamEymWAymexZjni/jI+CLB2+RRnKDELM6Wn0UKbxJJO2S6s8Jh0CbmwzZhYLkasdWUzYSczDHj8XAFGfo7Y3K0NKqlvL9X3voryM3VVOEhA4lDhWGjSWt53A+xO2h+zRvHTskzh2eSHHi/NQCNg9Fu88BiXxsxCFzqcoMN6Bt592Oh18+umnxu1Cy0cc3wWGvn792gAInnSh+0FvTLVPF5bL5b3ATnWtcexp7aDlgVYMxnKwTKZiB2DcIgQotBQA95aZzWaD4XCIQqGA6XSK7XaL6XRqsqd2Oh1jBWJSMYIS4A4QzedzY7HgqRg94jubzVAoFEzG116vZxTI7XaLSqWCs7MzE2CqSmYURZjP5ybDKtuh/dBYmKQ9EWzp4ESpYEgz3YbSsYRBns3lY7ahZn4fhb5nm8nTytPnXRs5SXjod3msRHrvQZKly8dI1ASaNHd5tCpXXSHrIc+aydI+zQ2RFxi4SE3C9jpIA8khmu2xLB3ftqUgabyzWDqSynlfICQvfZtzoPE6Pp6l5AMe1KwZ2Fiv100eCV6axlgNDX5crVZot9smmRhdC8vlEnEcG4sAhS+FuKb5pmtHj/YCMMGiBA56JHc0GmG3u7vaXl0dlKG0WtC1wRM40+nU1DGZTDCfz02MBC+QIwiim0aBEtO8sw5eiMcx5PcEJrQclUolM75xHJsjvHSrlMtltFotk1Z9MpkY15LePqtxMD46SnKwNN9+GqM9lmA/NqI/ZLNm0UBCAYfvGS5mW+PN0n7Xsz6Te5Klw5VPI8nlon3LKiCy0rfBfA8Frz4KsW74vvcxdrv890UPxR+UQo+6h9D7HJtjUBpIfoigXN3z6rrQy8GS+Jm2i7EYUXR/lwhBAl0NvFEWuIvloIm/2+0iju8SilHQ610ovP1V402oqdNFoLxutVoZ9wLXgSYKA+6P2/L6+FKp9A1lUVOaU3jTurBarTCdTo11huCC1pUoisznOrZsI10uaqnZbDYmJTrnZ71em5wo5NMKWvgcy2JwL/ObXF1dodVqodfrmbGyg6xdFHR6xdZQVcu1hVwIQ3soOpZpXgc8q8WCZAOBJK3TJZiTyva102V9UNOg61377ySy68jiXrPdQfq3vc5CynUd2fXFmaS1zfcZ+2rH3oSUmWTJSWtjVrDoApm2Pz2kLWn7+Fju1DR3YFahntYf4P5IYlo77b7nsfgknfpLKjftnbwxbL6UBkmUJ45J33EFT4cEVFMgKzDhSQya9Uej0Z5g5dFa0g9/+EMT/FkqlfDmzRuj9dOVQesGgze5z9VdSVIrJd8jiKWQJYjhc51OxwSO2om6tHxaIBhYGsexyVhKS06r1TLP0TpDYMA8Ixx/3rxLiw8tIsVi0QCMarVqQArfJQDiSRVaR9j27XZr3ETL5RKXl5cGGNGaQ0DHo8I+SgQdoRqIor40cj0XshCzmEKT6vKV4WOCoUwnqQ9E0HYZvhMCvva5QIxrc+i73ChJlEUjTqO0ceBmSiKXedpun2oPIXVnJddYhlhl8lg2kixTCvCUabsAmpajmpMv54DdrzTKAib0eJ6LQtZ+KCWtX3Vv2ZQ3eeBvktUtpBwXQE/6/hhtscu0AUlaGeRdFMYUiicnJxiNRnj37h2q1SqePn2KZrOJm5sb9Pt9DAYD/N7v/R6azSYmkwlevHiBwWBgjsyenJyYfcR28PNyuYzBYGDa0ev1jCuCe4rBoxT+mrODwac84so9q/uWdSr/UmBANwzXZrPZRLvdNkKd7qAoijAcDvcSdlWrVdTr9b1jrLSI0BLDY688IcQgVbaD7hwmVKPrhKCPGV/Zh3a7jcFggEKhgEajYYJUT05OvHOcGkjqY7z83taOXEwsi5bnIjUd+coNLTuJ+fK7tEh+3TT2JrGtD+rH03f4YwczpZHLuuFqo86dz9KR1dqhDDyPoAi15IRYy2xN3ra+hdTjetYGd0nPaZl51rVvv7Bcu37dBwo+k8aGDE/77gLANrmAYVqsgmvf23UrKHH109U+31oLEWQ6Pnn4RR46xEqU9E5SLpOs7clKeeKs7JOBtFiowE8izWdBd8RyuUS73cbFxYVJuvXu3Tu8efMGw+EQ8/kcf/qnf2ouOYvju7wTTF2uV7azDh0fJt6ixs7PmNCL7xI0EFTQ8sLyaI3QPcN69Fn+T5cML2EjcKGFgWCE+UAKhYLJW8I2EhxQrhDIaNwX/2fsBq01m83GXFLHINVarYZWqwUAxvrBAFe6U5iNtV6v4/z83GSKzW3p4GLRQUsDEHmZr012AF7oe3nJFtKh9fqEkf23j7kmgTW+5yIXSHJZaJLGyAZJNrmESNqcuCgNpCSNodatxLFTZmgLxRCNziWIdGztctKAHj9PAt4uUtOt6x0XiEzbm661SCBi1x2q4YcKT/XHu8bFHuOHoqR1GmK5+U2iELeNi+x+hICvPM/Y5HLr6B5NsrIpyI7jOzfIeDzGdDo1JyZWqxVubm6Mu4V3sXz99dfGIlAul83dKoxHAGASYgH3J1KYp4OJsBiYytMcFM48NaLZPwGY+1gocO18ICS6RvijSckIIunKYKCs5smgW6nVaqHRaBgrw7t378yJF7pXtP38v1C4z7/BgFG2Q4Nk6YpaLBYGxNDSwaO919fX6HQ66Ha7mM/nJoA3aW0EBZK6mFeSzzjp/VByCdLQd1ybzBYWPquG7zOlJGFMcmkgtkDRenz9TLoTxSUY1cKSVK7ttlGLjA+wuJI6uSiEmScxG9f8+TRml9UpqV4XudZNmklawaLtKsgCxnWsbQ1I28ONbAMtFwDy7QNXe339Dc1t4QOrLouYz6qUZb34hF/afgP2j2qHACgXiPf1xfVM0vO2Zc7VnhDeF2Ix0LJdcRWudueJA8kakJq0J9QqoG0oFosmd0Qcx+ZILF0wq9XKaN8kWgd4SiSOY5NSHbgDL5VKxZwcYRvsNiqP15TpBPJ6rbzLOk+rCN/XoFgCD7pQ+IwCk0KhsJeYrFqtmtMyTMU+n8+NpaZWq5l20O3Cfuh9KQD2Yl5oweG4EhBpv3q9nnGr8K6Ver2ODz/8EF999ZUBdy7KnAZdJyCU0rRtVz0aFJjGsF2fkznbG1snMqlNSWRbB3wLM+n9Q600tvBRCgGESdYa/fxYGqkyPl+7Q8YtS1tCTM924FiaJc8lJEMAhYt8FhRfub5nksCfz3Jikx11nhabw5+kdZTH4uOiEBAXsq9VKPrWdQgYTupTqNXIVU6esQrlI0mA01VGHpBxLGDCcph+nO6M+XyO6XRqrnSP4xij0Qg3NzfmXb3tlO4AKks8GcLPeWqkUCiYS8/4WbVaRaPRAHCfUZTjp24Luimm06kBH/xO+6yAg4qF3n/C+SEYUoCkqc/n87mxxPR6PQAwlqB2u43NZmPSvV9cXKDb7eLq6uoblsfdbofRaGT6oq4ZghIA5mQPQRHXZLlcxgcffIBCoYDz83PEcbx36iV3TIdNPu1OKWSjqGXAV84hEdYuUBCqlYcwuCzMyvWcS0tPet7+X7UW+7k0rTCtXS4B7CsvqwAJ0WjTLAdZ+hTaPu2fy5qg7dBnfADEJZxcbbGFlYIyG/ARQKel8vZZq0IBkMty4nouzWrhAnHsh6/tvra4LII2OLQVDCUfkExzt9l7QQFZkmUpK1hwtU/3QVJ5Wfagb83mpTwBqLYFwOZldrwHtfbb21v0+30Mh0Mj/OhSmc/nBphQu9c4C5arMRZMMU53gcZ66L0nCg60jEKhYKwPdD3wiCxjLxiEquPE/tsB3hwTHmPlPPEEDI8GExwAwGQyMW6X2WxmTq0QZC0WC1xeXpp3AZjgV3utss+73Q7NZtO0g31kUjCCoFarhWazaQAKc35wzBgf4qJMd69oQ32LPdRv7irffiZE67TfsRe0zSh8Ai1JQISYPUM2sv1Mnk3rAgf83CegXXPlM7Emae1ZxiHNTOn6zm5/0vwfU6tyCRBbiGn/7TWVxPiT5iDNkuJam74g0JA2JJENpkJIn03bM2mfh5JPQPvAiOt9ttsXmOlSVmxg6mtTFnKVlfRZyFyH1PmbQjYo8D1ze3uLV69eYbVaYTKZONedWjConfPIKS0PfI+C1L4RlRYNAhi6CKj1U+MnWOAxVP5NqwmAPYDjcl0yr4jGU+gpE8ZxsH62YbVaodFoGHClKdevr69Rq9Vwfn4O4A40sR2DwcAEpvKYLW+FrdVqODs7w2QyMW4VW5ZGUWSsOgR9y+US1WrV9J35RObzeSJ/TrV0cEBYIT/TCVfKE+WcVHfW732WCw6i76y0T0O1n9VydWLsPrlQrK1l5bV06O8Q4KT9Vi1ex8IHFl3MNs30rnUkgRmXME8TGodQ2rqzrRn6uWvtJwlp7ZtPu/RZC9SU61ujdhkusJ3WPt//uq5de4E/LgDkA/0kG6i5nkkDwCzHfj+kr75x1O/ZRtf+zGJ1sNeQkuvIt82DdA25QHsWClEYjlWmCnG9q4TjqqZ7tXS4rGC3t7cYDAa4vb0FcHe8lcIWwF7OCjvuIIoi4y6hGyGOYyPMdX6p6WvSLmAfPBCQkJ9S6wdgAijpzmFQK7DvutQjqhTulAXs08nJyd7csywmPOv3+2g0GoiiyIAUjsl6vcbZ2RkKhQIWiwWGw6GR4QQ2DCRlfZ1OB7VaDdPpFOPxGMB9vAjngWNCUMJka0wUxj5xnA/K00HkaCdgeShN5lAK1UJ8TMv1ji+IMa183zs+hu4in3BIY8wKNPQ529THsnwWCRcYSwMSJB/ossclq4YN5HdNpT2fJIyAMIGoz2XdDzaYTasrxMJht90V5Mbn0vZPEpAKaXeI8MsjEHUdaV36f0gQqb1vXW32UQi4I4WkStd9eUxKA4Zp74SSAivyGloZbKCoN83qMc7BYIDRaGRM+LQ0ML23WgsIFCmrqIVTjvF0BS9yK5VKJmeFXtbGlN9cL4zH4DO1Ws203z5Wy/4yHoN9UoDBfrMMWip4WkZPkRBY0K1SLBYxmUyMS4ggh+2tVqvGIjObzczNs7Rq2OUCMM+xfr2wjSng1bVSKBQMCKRLi6RWIe+6SFs0msyElEdIvA9K2hhploG0/rjeT9LWQtuVlbKMuW1NUZDhch/YlGV80trssx7kcTHZbdMyk8i1EdJOqYTU69PUQ8pLqsOl4YbOgQssutroa18IuMqjPbvKTRPyx7CeJlkdlFSApQFQLS9tLLKMjeudUHCQhQ7l30kKD3B/7TsFrL3/XKnpabHQv6MoMrECakG23yM4oDUliiIjmPkd15JaNghcSLQ60MrBH9ZTKBQM8GA55XLZWBRYhp5UYd2uIH9tL2NF1CVEt429zph9FLizAGlfCY54vJd1szwFPAD2LB+MU+G88XkGsLI9tntMU8cnUaqlw7Zw6IC5tIIQOoQRJ1HSqQ3fd6FWB9WkQsyuqrFm0YDSKMkcTfIF1SUx3qRx8H2XBagkPZtV8IfUDYQlwUorw1dXyHuHkMvi5CJX21SbcT3nc4u4ykrqu2qnvrb59ltIuUmkFpdQCgVtodYsu2xSCF907UVXYHyetiS1LeTzQ4ltptCkQFWBRKuCbfHgewo2dB3xdAqFsgpI3ibL/BYATOwCk4FRwPPdVquFwWCA5XJpToZst1uT+wO4BxDcJ8z+qfOlrmr+qCWmWq2aNrp4Im+upcVEj80Oh8NvHKUFYAJX4/ju6PB4PDZHYKMoQqVSMXfP0N2hF8/xfwAmfiWOY3N8eLu9u4TOZRmlxUNdkQq4ktZWIuj4+3//7+P3f//397Kg2cfOjgEgjmUxCQUQWq8y9CSGqAvFZS05JrBIKsPVxyTkrwJFmVuooHBp7T4mCeybsH3C0jeGWSjE4hBCvoBaV7mhmr0rXicEzCjjdR0ZP1afXdqlr02+Nqr1Sn+nWWbsz0J4iG8/+t6126DPp9UZMsdZrBq+diqY0D3qaruvHUmfJz1zbH5rl233g/d5/OpXv8Jnn31mAIHGCWp5qiDaacH5OS0RDORUawatChS2FP5MCEZ5RoGrd5vw5tj1em0CRQlQmMeCrhYlCmFab6IoMvEfrFePnipVKhWcnJyYxGMEVpVKxfSPN+PqEVYNntXTLQQBs9nMuF7oQoqiO+vMfD5HuVzGxx9/jNVqhVevXpl26UkWzme1WkWz2TRHcnmkl22hJYq5SnIHkv6Fv/AXcHp6ao4RaaSvLhIf2SactOeU0pif672k9oQAiizlhJCLEfvqTCoj7fOksnwAwG5TWiCpUtr4pDF03xFDZTpkwmrG0+dcfVZBTU1K604bJ7st/AmJH7HLymtV8QGMLAAty3p2PR/SRltIZrUK6POh4+vSil37IMm65ivH/i6kLUl7U9eRz7Kk42j3wdUe15oI4ZO+Ml3Kg08xyWIFY/m8Wp5xEoyz0CRaBBCajpygXYMrmfyKQaE3Nzcol8uoVqtYLpcmQBKAsS7YLg3gXhZRqK9WK9Rqtb2kYgQmFPiFQsEIXYIJ+7I3Hm3lfGuwLIECn2ecCYVzHMdotVomyyfbO51OzRiTB/Z6PWy3W4zHY2ORoWuE8RVsz2KxMBYSAj1tw263w9XVlQEvPD2z2+3MbwIetof90ltlmbqd617DMlyUCjpmsxnq9bqpRBmNj7nqmWsgn3/zfSL4Q8pxaSi+MpKAzyHP5o2LUHIBw0PnzdaClWygoRqSj7mqsEgSGK76XADCpZVr/a7fdrtDKcucu57PYlVMWw95QX7aO1kBqu8ZV7lJa8K2YvjKddWTB5D5+Bqft4V16P7M2hZX2aHKmY6d69004BbSTo1NsNtCYcs9SWuFCnOWQ4tEp9PBYrFAv9835WggKculhWG1WhllGYBJB87TmMzuyaymdIHsdjuMx+O98dntdlgsFmg2m2g0GqYMAiMFPFEUYblcGguBWmo0qRhPitTrdQOCgLtTLbw3htaJWq2G5XKJxWKBer2+dzEdx5EWEo2joaup3W6bNOYai8F7aYbDoQEqbB+DcjnGg8EAcRybW2QJcnq9nrH08CQL3TwuSgQd7XYb8/ncTITPnJ6FQtB6KLl8oEohG/AQSiorLa4iqd/HbGMoPWSdvrJdQt/+PgSEZNFWk1xLoe3MQ1mBbNZ3Di3THv8QYHIsxSDkmbS68/AR15iEKiBZ6/M9n2dd+P73fZbUnqR1kXU9uOqwFQTXO5rwSoU8rZUUlAD2XBwKZlSQAvfWEr3TRHN42MGVy+USnU4HwJ2rZDweG1cH05WzDlpqXCCQp1ZYvj5jW2I1l4jmvtB7ZOI4RqfTQbVaxWAwMJ9rf3ScFSjQksI4EQ1MBWDcRwAMoOKYEmjQgkNLjfZBc6Dwh8eFk+KyEkEHKyVi9GmJPvJpjnYZeRY08E3tPESjOIZ1JHTzu+o6hlXiGJRHGISS5gEJHRu7PjKqtPGyGWOaq8C2mGQxZ/soz/FdF/mi20mhazVJ+w3tU1bLTCjleSdJIPqsXkB6IHGSxcJ+xkU+gW0Lc9u07avTZtRpbmmfRS+NfFYi+5k8ViD9jG4EzTujoEKBwmw2Mzk4CoWCuUOExzl5TBYAut0uBoOBcR3wRlnNr0EXCftAocjr2anNF4tFPHv2DL1eD6PRyFgHeLtqs9lEt9s1z9KVo1YIgiO2WxOI8agphTvnWNOwr9drExBKsEBh3+v1zAV319fXpjw9TWMHuo7HYxM70mg0UKlUMJvNEEUR2u22sdpo3pF2u41Go/ENGa8gBLg/pVKr1faCaTUxWxoFJQfjwGqErn3W2l5wpCxmYbverJTEKH1mcVc9NqMJOVMfQml9yiJojm2ZcDHXNGDiY1ZpLghXoKXreW6opOeS5jNJk82jJaoLKMt7dhv0M7u9KggO0WRd7/isbDYYSytH25/0v+udQ8CUi+y1puWHWEdCyneNn4JD/d4W1lEUGWZs38fhamMSpYFk+5kkvqzjFXKUPNTiQyHK+1GePHliyqdwpIAaDAbodDqIoghfffUVVqsVVqsVzs/PTS6K169f4+bmBsViEY1GA51OxwAH5p+gy4MggO1QRZnpv2ezGfr9Pj788EOcnp6iUqmgWCyi2WwazZ0ZNenGaTQaWC6XJoBUr7iP4/uAVLo/aDWgW4fvsl2864QBm4vFwsSkKFip1WqYTCYm06gCErXkcEyfPn1qsorSesSAz8lkYoATrUUam0KPBtt1enpqytVYTlp6CM5oObKP0Cat60TQ8fr1a1xcXJgAGw3wsxkkK/JtZHuRp2mlvvfzUpb3bZCRh1llIV95aZp+6PiFCJNjWHxCn/VphqFtyPtcUh1pDFo/1/XvY9q+8pPa6hJkrud87TpkntMARQiFgKQQ0HEsUHeMfZrGz1yfhVq1SKEuapcVzDVvaWDQ5ilpp9lcZbBuWymldkzgoUKK2jKt55PJBK1Wy8QGvHz5Ervdbu+UBK0I4/EYw+HQyCKmA2dZjUbDCEi9KZXtplVhMplgMpng9evXWK1WePr0KS4vL9HpdIxVpVwuYzgcIo7vAjx/+MMfolwu482bN/jxj3+MxWJhrFcKKllXqVQyeTP0EjSOTRRFJtZEAVkcx5hMJjg9PUWj0cDt7a1x7egc0M3BAx60CN3e3u7FbHB8FPAUCgUTS0LLEj0aLJPBuWpxIViK47s4FYIgJiPTOviOjxJBx+XlJer1+p7vhqhGF5tLU0pa+McS2lkYZRbmcSwXSFI/XVouP9fPfG3JKqjT2panzyGM3qfNp41N3rrT3k0TFqHCKwmkhJJdRpqFyPVdqDXEZ+XQ70LLSHrGJlug5rGo5QUdafVksbr42uSyhLhMzEl98uU7SZpbn0YZYomzgYmtQNrKpI/0PfaDbhBed/7555+bhFfD4RC/+MUvzCkUveX16dOn6Pf7ePXqFUajkckv0e/3TV0vXrxAr9czBxv0yCaAvYvSNpsN6vU65vM54vguePTm5gbL5RJRFGE+n+Pt27fG7XBzc4NarWZyYmw2G5ycnGC5XOL169fmxIierGHgJuumEC6VSphMJqZ/9ik6WkjsAxc8MstjuwQBOi8EOXEc7yX0ossEuM9lwlTpVIxms5lpD7Ox3tzcmGBTjivr44khBq0q+OHfTK6maekVhLgoEXT8g3/wD/D7v//7+Kt/9a9itVp9I48+kRsXBb/T3yHkMz27ys1LfN93NFQpRCu1n09qnw9wuZhD1nFME+BJbcraT5uSAJG2z/UdAZV9rC1UE8/6jGsd6Rj4tNQk8739TF6ymXeW90LBvPY/TUE4BMzaZK+RY4GZPKA5D5i1hTGfCRXMvvaGPJN2o7CvjKS5BdyAJY3fpgFZEi0PzWYTz58/RxzHRojOZjP84Ac/MMdeKTh3ux3q9Tq+853vGD6wXC4xHA7NCRMKujdv3qDX65l04OQdTOHN8ihof/jDH6Lf7+Pdu3cGYNC6EkURms0mzs/P8fLlyz03CHB/0Rpvoy0UCjg9Pd07vaEWgnK5jFqtZgAIb2YlCLLBGUmP9+q9MLyqnvlImAuDMZYEbJq6nKBMry+hwYAWkO12i2fPnqHf75txpfWi2+2ahGlMmsajxWw/g2xZD0GdbVnyUSLoWC6XePbsmZlQ1wL2BQvqonSdA0+jPII0jaG5GC7fCxGUSXWmbfSsdCyw5SsjSx8PIXtslVGpaZHfhYAhvh9Sn+9ZBXU+IJjWFgLvvO6VJK06bQxCtPbQdmQtgxTi9z/mXkh75tiKym8qJQX0J1m07Gf0WRegUgoFi7R0UGufTCaYTqfo9XpGwDFfB836ejKl1WoZAdZqtdBqtUzgZ7PZNNYLCmNbwALYAzKMR+ARWX7PNOYnJydoNBqo1+t7LpLxeGzAAI/U0kLAfB3MgKrjSfeCxk4waJTP6EV4VL44BwQShUIB9Xod4/HYOY8EPKyf72qSMtvKwjqq1aqJ/VAAyrgOjkWpVMJ8Pt/LQcI5tNPC6w29acGkiaDjb/2tv2Umh4vOlxLdBhg+IRxqDk4iPp+V2buYUZIGG9q+NNCS1Oc84MqmJAYRKsRd5GJo+pnPL+17xvWsXZ+rrXmPah867mnP2OZRH/nmICvwcwmEkH7Y5dpKQOiYp5WrbXNpwfp/lv2S5Vi+y/oQUifJxzBVi7PBps1jsqYR8JGvjTo39nrwHdVXssfHt3ddAMYH0Ll32X+2o9FoII5jYylnWRRqKnQJNHjEc7FYoNFoYDab4ZNPPkEU3Z3M6Pf7mE6nWC6X5s4TlsF66eK5vLxEv9/f0/grlcpeQisGoNIlo1r6bDbDcDg0t6o+ffrUgCoCCAAmYJNX1nMu7KO1eqqGCjtBSLVaxWKx2Jtfulc4T8wRQtfHdDpFFN0Fu2oIBG+zVUsQrRJMBEbrzHq9xtXVFZ49e4bdboezszMUi0WMRiNjYeFpFcbpqBtGx52xIEmUCDoajYbpOCfXpmNozGnR01F0f/GPXbdLi06ikOjaNAqpN1QY+Jh+GuNwPet69xighpSm9QPZ87a4ygkpI00ouspQTeaQdoa2MSuFAqEkLTaEQoRvkhsyyaKgoE4ZKz/L0+4sVqKs5YSSntZzWXDzlJeVfHwmrV9ZxsrlAvDxujRrSBTdnXDQ7J62Rk8BOhqNMBwOjYZ+fX2NTqeD8/Nzo0WXy2WMRiOjyfPm1O12i5OTE0wmE8RxbOIpoijCbDZDsVhEt9s1FpFqtbp33PP6+tqUMxqNjAVltVqh1WoZtw1zdjAzpx6/5WmQxWKx1z+Og14wpzEcPGrLMggO7FgJ4N6rwGvnOQZ0U3FceLKHt+zSPQTA9IOZSxmDwnwe5XIZk8kEb9++Rb/fN/EtCqQ495opms8R7CStyUTQoac4bEZ7TNNlFk3RZ0HxuU3sZ8n4kkywocxJtao8At5+3rYc5HFF5bVs5Hknr+ANyX2QVk/amtHjZ/ZcHxsw2G1Jyw+Rl+x+hGqyPjeIby+5/s/aDteaDF3PIc/5lJ2slqAQa5YrLkXr06OCFDhplKePeflLmmLo4uu6d7LyQz5Pwcu8Dmqm5/MEJKVSCdfX17i5ucHHH3+M5XJpjm2ORiPjXnn27BnevXuHKLq7l6XT6WA0GhkBuVgsTGrwt2/fIooiPH36FI1GA4vFwgh6uk54FJfUbDZNRtBKpWJiG2iJ4KkWWjt4hJZggRYPAi4AJh5CrWAcFwpsxomoECco4KkbjgXHjHEcClxUZmugLfurQJLuGQBmbMbjMabTqQmKpaLG/qjbhhYigiT7Qj8fJYIOBvzUarVvXOISyvBCKEST0bpdWnUW8KCMIY8A4uayQcchrgy2RZFkaHl2dLSr3DTKc6rAxZDTyvC10f6OmuUhQEFNf0ourZUUUo/9zENYPWxS0K9MPU/dh4Ig19ilrdcslrssbbDLT6ojxCqb5qrUz9SlkBVY5SEfIPcpHaFjrs+7rFL6d9I4uyxh2j4KKwVoPKLKIE326cmTJ+h0OhiPx+j1etjtdphMJiZBV7vdxnq9xmAwMBYTgg26SKjBMziTR2m5b5hT4+LiwsRhUKOfTqeoVCrm+O5isTBp2BmXQrcDLR/cixrfwP81eyhdPFw7BA6bzcZYMPjTarVwdnaG4XCI0WhkjuIy8ZcG2TI4l8CFrhrG2XBeCP7a7bY5PntxcYHJZIKTkxMsFgs8efIEcXx3ey0BEQNxtU8EHgQlmjHVR4mgg/noXZnGVGjr33lMoVnNf0SIISDI/v5Qk6haIHSzZtGufGVzc9sbNY20bp2PQxl8yLyEHInMQ8coN6n/PjCTpx6X6y+JsrrOVENSSoqNeSjytd3WiO11zGeOJZRdAMD3jI9crla7jTaQygK0XO0MbZvrHReRb2jaaztPQtbMpraFI2l8ktrOH70YjQKRv7WuXq9ntHgGi6q7hwnF6ALRfcffTKqlgo9/a84MWiUGgwHm87mJWeh0OphOp6aOKIpwenqKZrOJ3W5nTriwfloEeFcLx0utX7b1gc+xnYVCwSQk0zGiBYEBt41Gw9RLPq/HrVkPXRxcD5rqgs9WKhXjYuH4afwmj9+yz7wShTlTCPQ4N2oNAbBn9bApEXQQdakvXAfP9beLsjLBpI2cxGTyUGiQom1pIfjwbcA8bhuXlnWM+IZjAYFjlat9OravPK0+m9JcIyGU1+ztaouORZpvNJSStPe85dmCw67H9RnrztqerEAlqwLgcskkgau0erNaUNLKSyMKirdv35ojj9Tqs1qRXW1zjY/rc22Ly82igIMClu4I4C69OTVtuhGiKDJA4+bmBjc3N+j3+ya2o9frAYDJQcETMHrgga4KulO4ZpfLpUk/TuW63+/v5aPQ+BFmNZ1Op+bY6unpqRHAGmPB/QvAxHuwXFogGJsBwNyXQgsHLSrb7RZXV1cGPPB+lMVisRdnyTlkOYzhAGBO2wAwlqZut4v5fI5nz56h0WhgOp3i5z//OeI4NjlVCHY6nY4ZPwbwcnzoGmL5rVbLxMT4KDUNuqJEVxrfPBqG/Y7t6nCZxI9FxxDiwDcjtxWx+9rv0qrt89pJ3z8kHWtcQsjnI39o87SL8oxv0twSOCjj0rVix+3YpP1/KKuRgpksVhcVKLYJnX/brkdXuT4hdgyy10+IyyfrZ7516rMM6O+kemzKemqHAX/z+RytVsvMTRqw9sWPadt9fN433vqO/T7bxH2iVl4K4263a0AEs5UOh0MMh0OMx2Mj9Hkqplwum0SW2ibKLoICtpHfVSoVNBoN/PZv/zam0yl++ctfGrcLb6Udj8fmbhdtu8Y1ML7DthIxjoKCmlaS3W5nyi8U7o7HTiYTE/9CqwHdJky2Vi6X0e12MZ1O9y5gYx/pBiFgYYIwBcSayIsACoAJo9C06K1Wy9xOq/OpV9sTnDDoVi0oLkoEHYwOtuM5ADfz9G2wtA0XYjp+KBDioiQmSH+a/azdPtegu8olsNDjTaRQpuMTalko1OLjIxW6Wck+4eCiQ8GIL44jD+jwvaPmS86lvT6yjqntxsyzL1zPpLUnabztOXIpI3zOV85DAswkd4iSjkuSJSKr1TKr0nKMZygEmWOBpypoXUgq17bQJCmStrJlP0teZs8vx0RzVAD3p2ToHqDCxjiPzWaD+XyO6XRqTsBQSPPkBYWcBmGyHs2cyWconHlZXL/fxy9+8QtsNhtcXl4awa6JyRTUkXinCS9km06nqNVqzvFw/a9ulDiOTXwIY0biODbAALi3mDA+QwEOPRJ6L4svBKJYLJp7b5iOnkG6g8EA4/HYWC94tJZHn6vVKjabDVqtljktxPVBC0y1WjWndVyUCDqYeEVNYRw0zenORaQRtxrZqgiRg8OjOTTP8Bk1t+nCtE/SsL4sRLOe0iGWmhAzeRK53Al5Ywrs+l3lJ/XL9V2WthwSR/KQ7/jadQhICm2LK8DXXstJ5FoXWdvr2yNpeydN0Ca5P21LSJqrIsQaEkpZ3CGuMfC1BXADGHtvhbo0QvrnslDYVhSNA9BEWDoPaXuFZWgf7H1DoWLPK78nYFAByDIpPGl50XwdDDykK0XHdbPZYDAYYDgc7mXEpLBke+bz+Z4gBrBnmadmzt+uEx0vX75Es9lEr9czAIWnO9gvuk4ovxjzQVlHhVRBlZ7O0XWgwIxyj3k6WB7ziOjxXj5D95DWFcexucCO36sMB2BACfOgcC4YqzKfz7HdbtHpdDCfz42Fh9aOyWRiTvLw5A6PIS8WC3M7b+6YjuFwuBdwwgHVW/JommGn7MnYbre4vr5Gu91GpVIxaVUnkwk+//xz/PKXv8SPfvQjk+nt6dOn30BqZNJJ1hZOZBKFnLYIoUOtAsemPOmSbUqLYwmhY5rJj1F2EhBSC1NoOYdQSD0hfXSB7yTK66I7NF7HBTZCrVjvy82WR+FIej6LqyoP6VwqCFVwYR+fDF3fNniyLT32erCthbSGExhRQNMaQYV0Pp+j2WzuWQO3260x82uOjMlkgn6/j9evXxtXBPNP0Cpwe3tr4gfYd7aBR1A5DmotpIVBT5qs12ucnJyYMVkul+ZkShTd5cewLUuqSOtdL5plVUEdgSKtUZwfBsAyjTrnJIruEn8RtDGrKkkzkjKeQoEfx4XgpFAomDbyHbqlCGZ2u7sU7L1eD2/evDHp5mnFYGwHx4QArdvtGvcerT8uSgQdNJOodsaJJKggSt3t7rOg1et1g2Kvrq7w9ddf4/nz5+h2u3j58iWePXuGUqmEV69eYTAY4E//9E9RLBbRbrcNOLEXeFpq1RB6KB+56/usJtYkM3RWyvqOr+6Qfjwk0HgoUv9xCFNOeybr2rRBNSlE4B3DUveQpGPqsoyEuCreh9slCx2jPcfqo86/WhvsWIq8ViLbkhICpOh60Oc1KJKgg2BE4wOY32G325ljoZ999hmm0ymGwyEGg8FeYOJwODQCm1Z1DRLVAH+t03Zp+Ky/9vgRmCi40LgOnRda72nR4WcMMAWwl7pcQRBdQfV6fQ9I7nY7A7IYx8L2MPGZbYUieCMoYDp2zpFaZpR3zedzcyEeAHNnDseJGUk5ljy2SysNgSbjW3yUGkhKPxYHnSdaaKpioMtoNMLbt29xfn6OKIowGo3w5ZdfYjKZYD6f4+bmxpz3nU6n5sxzs9k0568HgwFmsxl+9KMf4fnz5wbMELnZdAx/fB4w43vHdbQ4lJLM1Wlka1tZ30lyEyV9r+bMLO3Nw/x9LqSksvJ+Z9MxAC+Zgh1wqhQiKA6x+GRxKeW13FGT498a1+KrO63feQX0sdamDZh8eywJWIXUE1KOa82oS0IFEPNC2GXZ5bIMBTCsiz/6nv6vVgL9jtk5GaypeTToBtBbWH/yk58YuTKfz43rnSZ/ClDgPg8GhZ0CAQW8KuzV9UNXjWbQBGDq0rFjUjOCIwpr/qZVg8CGXgCu++VyuRejYV8jwj4A9zEbtVoNxWLRJCIrFovmCPFsNkO73Uar1TJWInodKIvp8iDYiOPYuG0IBHnKh8BsPp/j+voam83GHA9mnhICP96Fw2RpzOHF8b29vTX9yg06rq6uzEA/e/YM6/UaX331FebzOb773e9iOBzil7/8JW5ubswRH5qgiEjpzxuPx+Z2OkYGj0YjAHc+uufPn2M8HuPt27f4p//0n+J3f/d30Wg0sNvt8NFHH5mJUcpqOs6rXYYQF6H+n0bHqtvVJxeTsZnJoZRXy3YxzrT2uI5t2/UdIpCTKK3ckD4r4OBve72ExHqEACAfsH7oYGw7eDa0zjQt+qEoRKj7vntfLiAle59QIFFzZh4L8mDf/vTtP31HrYF8hkJVNXF+TvDB7xjgyfiHRqOB8/Nz40Kn0losFvGzn/0M/X7fuAd++ctfotfrodFo4Pb2FlEUmdwdbA+TWqlLRe8pYR94nwoAY03Qe0Mo6AlANO8F95GeMmFuDSrcTBzGvBaMvyAQI1jh0Vx6BlgXE5mpO4rgQWM+GLTJI7u8O4b18Qr6m5sbIysZc6HBpXqKB4CxiDBQl58x1qNcLqPT6Zh+EiQSEzB7KT0bDJ1gWS5KBB3/5J/8EzQaDVSrVXz55Ze4ubnBs2fPsFwu8cd//McolUoYjUY4OztDo9HA8+fPMZvN8NVXXxmXTLlcRqvVwmg0wne/+12TrhaAsXwAMAPNCZhMJvjxj3+MTqeDi4uLPdChwlMXSR6fuAu0pDH2NOEXSnZ7Xe6WUIFml5GkibnKdQEml0aUhXzuGZ9JM6meLONgj0HSu3mAyjFM464yj2FRAfzrl30NDWTNSnmtI0l7N3R+QtwAaWW79pwPXCiwD9lreYC2q0y7LQzY0/JGo9He9e36rqtOBRHadgoXdQUA+6fNNIEXrRcADAChQD45OdkLcGV8YBzHxqUwmUyM60DvMeElYrQmaD80pwXLpYDX9cgwAQp2BlFSqWabGYMRxzGGw6GJ8VCwxXI0GJVt4aEI3vfCnBccI032xZMqetrItiLtdne33Gp/eOkbXR90g+iY0RLE8dBxU7BIKwczrHa7XTx9+tSsn263i91uh+vraxQKd8eZP/jgA3M0l0CKbeftwrlBx8uXL1EqldDr9fDu3TuUSiVcXV0ZKwVNTxzMly9fmolRmk6n5uTL9773Pbx9+9ZcHbzZbNDpdPDq1SssFguT8/7y8hKdTsekwz2WoCdxkPKYe/NSiPA7tG4XI8xifTiGBYTkE352e1ynlQ6hPAAlC2UNYE5rA+mhAdAx5/aYlNauvEAibU9ReNqCWSkNWISAh7yWnFBrCvlYoVBAq9XaO9ZPSzPwTXDh6ge/V4Chgla/Y520FlATp9WASt2bN2+MC0J/A3dWBCqik8nEtGm9XuPs7My4VRjbMBqNvmGx5RXzbKvm6iCI4FiohYPuHAIKBTJsC09q6DpRt4Zm9ARgQAcznAJ3FgdaLug+oZuD7hy2cTab7ZUXx7HJu1GpVEzcI2+9ZX+YEbXb7WIwGBjXEI8e68VwwP1dK9PpFBcXF+bm3V6vZ4JKx+Mx4jjGaDQyliXG3tCtUqlU8PbtW1SrVXNvDeMzfZQIOt68eYMPP/zQWCGYmWw2m+1FGXMh2EdpddHyAh4mK9FkKpvNBu1220wiv+/1eolRsA9FaRv9IZg3F8+xys4KXo5Vbwh4cgHTJHrfJvaHeOfbLNem9xVQnYfsQEkgzDIT4hbJC/KSLGcuN4ZLsLvKVEGf9lwS2XyDJnoVsi4wZtej5Skgs4/K2u9pQKICFwAGZDBVOC3gy+XSvEO3Df+fTqfY7XZGW6ZQZp/sQGWCH20328DTMxTytAbQRcKTHQRulD20ENBqoKALuA+UZdv4w+OjfJeAjXJNjybTksH50TFkvQpsCoW7/CRMJEY3yG63M9Yg9k3dW4yJsS37PPzB/CKa44WWJY4XZbi6aQiw2NaTkxMTC5KkOCaCjtFohJOTE7x58wYXFxcGobEDjM3gAiHC1o3CTnKRvXr1CsC+a2U2m+Gv//W/ji+++AKTycScYPn+979vAk7tZCMhUfwPRVnqcrk+Qp9/n3QM83TWukj2Aj2Wxs/N6toAWYIqj2GRCLE85RHiyqhI9hn5Y4GMh9pjrr18jLrSQLzWY2vPrrJC5813MsIuz37eN/9JwIMMn+9S0PJEh46Bb4+r60SP2fJdtWxoWQqaNLaiVCrh9vYW5+fniOMYH374IZrNJl69eoXXr1+bS9o+/PBDrFYrXFxc4O3btygWi0Z48mABtXXGCvAZWhFUGPLmVTs2g0nAqN0zoBLA3tXu/F0sFtFqtQw4YpoHAhJaOXRMKWij6P7+EbaJbgk9YaNWCgUYtVrNWGdmsxmGw6HJUhrH8V6ALmM5eEyVbWo0GqY/BGJU3ofDIQCYfBosV2/Snc/nxk1GAwPzcvA4raZHpwuGc3V5eelcq6TUq+1fvHiB73znOzg/PzcBMLROMPCH/iCagdrttole1RMo4/HYJB7R89ur1Qo/+clPcHl5iTiO8bu/+7v44IMPcHZ2ZtpCREkfIpEtJ4yTzE2kEcNcGDoRwH12PHtDu8ojWs2qpf9ZIfbpUHO9zdiOMVZJ9SQ9k8T8fYw+REDbmndS9j2SZjL01RUCvmxBas8b90aSy8BFLg3WVXcShYKbtLWRJ+bEVbc9t0nuEx+53rE/c1k67M9tMOMCGEnANAk82VmSya/YTs3OqW3XAGPyaJ6QIPhYr9c4Pz/fE6Q6PyyXCulut8N4PMbr16/xxRdfoFgs4uLiAi9fvsRgMMC7d+/QaDSM7KCwvb293cv5RF6reaEoLzT2gaTAiOnCqQzzXbUm0P3DsSbg4OeaylstMhqIqkm36AaK43jv2CmVcKaRYBtVjugNtWrx0XaxvpubG5MptdlsmntqBoPB3p07XA8cs0qlYn5Go5HJzbHZ3F1nX6lUcHFxYUAJXSuM6fz000/3gBaPzs5mMzSbTYzHY0wmE3NiJvfpld1uh08++QTPnz83lgk7Whi4O9/LxCHVahWTyWQvWAe4Z7qK/iaTibnpbzgcmo359u1bE5lL35G9sTQpChcUzVekNAbNftggg6Y0vqvxH7ap1Ud/HoGJTa4+hjDLb2NsfMI3j8UsT0yHy9oSYjZ3fWZrry7glAQi84I4m0JAkkvw629X+/OQHbTsKjPNosD22P/bY0lek3UdJ7lTVJFSCrGQKdBUlwRwn2acAleBB3mlrinmeFgsFiZuAMAecLHbonw0jmM8ffoUu90OP/7xj3F1dYXpdIqPP/7YlD+bzTCbzTCZTMyRUr2G3T4Bxf7x5AhBkc6LCmfl1XEcmzgJJeaCUoGulgjg/i4SHR87XobrTi0lAPZO0qibijJK3V8cU9ttcXJyglKphPF4bFwfFPT1et0AKlqHeDqUHoRCoYBms2kSirE+xm2wDZTpAIz1otPpmDbTcDCfz41FQ8eXJ1VZDo/T+igRdPR6PWNtICplBDLNXCQOJDsyGAzMMzxDTLNfsVjE1dWVWcz0JzGI9E//9E/x+eef4+OPP8Z3v/tdc5HMcrnE6empMa2x0wQ0ioB1AdqbjN9zovV/XSRKWpbN1PU7fT6N3pe75aHqCXnnoQBGVnBAxmWT7R/OIjiztCWEfBpz3rqyuJBcJndfeaTQcrUftuDNA/JcpMpD2nPaFld7bVJBZD+roCSEXJZAHRO13IasM1tIU4vV/BXMHE3BQM1aeSSPd97e3mI8HqPZbJr04zy+qgKfZnmCGGrghUIB7XYbL168wOXlpTHPU/slUF0sFsZyQKLgp4sjjmOT24NaOmMVeNKFgEUDG9WFAWAPpFBe0DpJUEFrveYOmU6nxjVSKBSMi4ZzpLEgbJsmyiQ4YTAny2UZnAeCwWKxiEajgbOzsz2wxyDOKIr20sVz7Gu1GprN5t5YqoLOEIhWq4Vms2nawTFXywVjUQaDASqVCnq9nrnllnKfP8vl0own+6B5WHyUCDra7bZBipqZVDegWjPUJMcNMRqNTEcZnEMTFgU1TXrcHLSGfPnll3j37h1OT0+Nn/DZs2f43ve+h2aziW63a5AjUbKd/tU2O+tGJakFg89ykrnAlDH4zLbHdClkIRczeggAFELHqOtYbSGFmNCTKMRHfww6xA3iAhg+K07eftiBaDa53CIuwJDVfZJktchTTpIVKOkz8gE1qdvW1BCyrRr2XnUBNR9R6AH395UA92Z9as/Kbyk0WC+FRrFYRK/Xw8nJiVHsvvrqK9zc3JikUOVyGZ9//jm22y0+/vhj/OpXv0Kr1cL19bVJ7sjMlRyz9XqNt2/fGnkSRZFxf9huBvJvCnLeP8LvmVxyOp0agUeXv2raDAbV8eNnanWnvNEASb6zXC6NnKGQZTyIjiVdQAQbLDuO473/uX60Dv7we556oZuoWq2i3W6bzKKc6/F4jOVyaeIrGCdDWajJwVhmq9Uy9XMv0IhA2c305gRjLNf2CgAwgaqr1QrD4RCdTsesSTsJmlIi6Li+vjbJQXRhu0gRf6FQMJfR6CVxtVptLzCFaM0+dsT/eXSHScR2ux1ev35tFsPTp09xcnKCer1uAmXiOMb19TVKpRLOzs72NmySSdTWPGwiIuXfqhnnMbU+NIUyLVIeQX8sM/1DkctU7nsupJ0+oR2qiadRiNsmCWCqydP3rI9CrSxJwMM1Dtoe28qg7VbKY1FRV08oqEkD63Y7XdbMvOs7BAhn3bdRFJlYOT1dwdiGRqOBbrf7jbZrmnJ1D3AcZ7MZRqMR1us1rq+vcXt7axS+1WqFy8tLc/07BbKd+pxCVGNNyPvVrcF39c4StkmfZ780sJPrkz88faFKMEEJre+sk+XZLg+1SNjtta2jqpDrpXYKAO2gX9avZRCU0KUE3OcZIVCiy4gJwDabDU5OTvaU7tPTU7TbbVMHx4RjYctddRPZ7hGCK36v8Zi0amjfk/ZgKug4Pz83JiFN/kIkyoVHoMEjsWRORN/FYnHPt0a3iqIqRbmMhFUfGAf83bt32Gw2+Pzzz43p6Pnz5/joo48wm83wx3/8x2g2m/ibf/NvotvtGiTMSebipylIARCTrJBontTbb1UzUNBBdKsaRxbyWVuyvmuTXZaLoeUBJoea/310LLfNsUz3vn4fajkItbC46ub3FB6ugOiQOvI8lyWPio/5JNWXx4phjwuQfBoklPTZ0HZlBfzKKymkqa2TgWsWS/JXlk2+GccxfvrTn+Lk5ASnp6d48+YNFouFESAXFxd4+vQpKpUKvvOd75i1Q4G/3d7d/fH1119ju93i9evXGI1GJiXCarXC119/jWKxiE6ng+FwiHa7jZcvX2I0Gpm2MdZA554asQp5uuypFdfrdfOdCm0Xv6LFgbKFc6XWbebBYEzDbrdDo9Ewcofzo0KflhV1mVD+UM5ptk7WSxeVxnhQXu52O+O+YF+5X2mF6Ha7e/eacL7r9bopR5VwgrJer4d6vY7z83NTLvvFBF5RdHexG/OFsM90TSlY4Lv6N9cn1wlPETUaDeOG4lFhxsHkPjL77Nkz44+q1+vmHDCZHAeWi5IdpXmI6G61WhmfEzvd7XbNUVheZqNmQNuUQ0DAhc3FxTJfvnyJL774wiyCxWKBf/SP/hE++eQTNJtNVCoVnJ6eYjwe46c//anxEX766af4rd/6LbMxh8Ph3jl3nXAuXNsfpm4YfTaNkpjfIQItRBPPAw5+k6wY3ybZ8T8hVoyQsQqda1u7ZRt8rhff51kp7T1X+1UI5AUBeU6z2HUn1f8+yGdBUV6nzH06neLy8hL9fh/lchmfffaZ4aHUMpnCWhUinhD8+uuvDa8l37y8vDTJHa+vr/HRRx/h6dOn5t1arYbPP/8cr1+/xmw2w/Pnz/H06VO8evUKn3/+OaLo/l6U6+trY1XhsVK9HIypsDkHmqCMLvbpdLp31FTjBQAYKwXXNq3ms9nMAJsoigwvt11Ho9HI3AtWLBaN8qj7t9ls7uXq0IMSjOOgnFFLjFoV6eKhK0Vl1W53d5qH1oE4jo1iTveEXuam8Yt8n64SEuVOvV43Zb19+3YvfTnBgioky+XSgAw+x2RuBLY2+FIFS3Od6PFi9pVzzzAMH6Vebc8L2y4uLkywJy0fRI60ILAymtNowSBCVx8WNwzdLgD2kLAGFal5jQuPf8/nc/OZ+ssYH/Inf/Inpj9cREx3u16v8ebNG1xeXuKjjz4yWgEDqPSMdLfbxenpKer1Orrdrokw1kuI1KSYR1s/xFRrm4GzUhb3gq8Nx6rrodxBeS0BSYGkoXN9TIDm0qRtd8Uhpn+WkVSvi9IsdTYICC03j+VDy/02wYaPOEcaLzYYDIyr4sWLFxiNRnj37p2xJjx9+hTL5RLn5+f4+OOPTXA+81Pwfis9CUL+uVqtMB6PUa1WjdDe7e5OJPAuDwrgwWBgEkq1Wi0j8Okap2WF6ccp2AgCKJQ6nc4eIFLXHIEIwQiVUyqycRzv3beirgF1gVSrVTQaDRPAaY8rte5yuYyLiwsjiJnwimuLCq/GBtqyiPWS52ugLo+x0iJPcMj7Y2iZoMDXmJXdbmf+3mw2qFQqaDQapq/2ulksFqjX6ybsgMBBXTkkWmjUUkHZTHlIQKNuEoIIdfWoBd+OCeKYE1wlUZS04Z8+fRqXSiW0Wi1897vfNUdiGU3LxrByXq7DCeAVulyYevyGkbLsJK/G1Q4TlRJ9KgBRNMXB46ASAOiA8eIbLnrWyd/c+PZtibPZzCwQtoUDXKlU8OTJE7TbbfT7ffzlv/yXzVlpAqkkSmOmLrNi2vNAvmOrhwrFY4KOYwkJe3wfAnR826RasgY4ftvkE/iutuUBoaFAz2XpUCUma1vSiALHbqdvD85mM/z4xz9Gv9/HZ599hn/1r/6VEVKj0cjwTmZ7pGvlk08+Mf50JnOaTCaYzWZ7PnfyQbZJ79no9XomLfdqtUKj0UCz2USpdHenFstar9d7MQQ0y9NKoS4fKoO6HgkQaJ3gOEVRZJJRAfdBjXZcCUGOHc/BsWVdalGhsjuZTMw4qeBUsKdgQE+kcAzZZraFbgXm3qC1XQ8wMKP2eDzGaDQyBy4qlQpqtRp6vR62262xwlNJJuDhZ/YaZbCnupba7fbehaq65zQWhbKJhoFyuYxms2kACC01VKYJ/PgZ1xLHmf/3+31UKhU8e/bM5P9YLBb4u3/37zo3U9DV9rxjhS4QDiotFXrkxw6aocDm5rHdJoq8CFDUEqEdJGBRUx0nmYsCuEd+rE9NklEUme8IhGja4rExmohYlpo+td7NZoM3b97g7du3BnARvT979gynp6cGMHEhcXPohuGi4IKnpYh1qgVDkbxqF+w/x5Lf6eYuFAomgYuPkXPMbG1Z/Z5sv5oY7SBBvqPvqpZjuwj03bw+fZcJO410fH3tUpefXW6okEoCPElg0TZx2vtH8xP4BFwawNS+sc5juYOO6VbyEddraLl83tU23efAHW/R21N1fSrIs/eA1k+eo8c0adlgIi0mV+KdH1R2lsulsTCzvdVqFW/evDFuAWrtbIP2QZUoClJ+T7eDBm6Sb5AnEhjp+DCmjdZq8n09NslxVnDA720gqPF6dAWQj7Jcrkm+SwuBlmHHc7AM8p/5fG5yTNDSQ+DE+jXugoCDZds8jvJG26GyjKEIHON6vY6Li4s9a0kcxzg9PcXbt28NgFytVubaec4dXVV6WoZHm7VurmvlKbQIcY3QpUM5qRYQvsv3VZHnb97+zh96AFqtFqrV6p67xUWJoINmq9PTU7PgdIAVKbLBbKSeRSb6UYap2eV0cGiqU4RGdEkBoYvWxXCVCenNhrrgVaBwk7k2A0nPmLOd/Jv01Vdfmc9+/vOfI4oidDodc7UyLUbr9RrPnj3bu3aYC53jxjaqtqCom+/Zga+6iLgJmYCH42FbdTRoSOtU0vmxQQ7JFlguoen7Xst1WTpCXDt5hJcKHx94st0CNvgKEawh7Xd9ntYnF9BwxXck1elz16TRoWAhlPLGdNhKgus7F9E9oEGFJJtH2POvPErf02RM3I9fffUV/uW//JfGUsF4DNXmVYnQvcm9p1egE9jwyKryCj6jFmAG/vMoKi0OFJDb7Rbj8dgADSqBeusrx4M8hAqNuidINPWz7Qw6VLmgSiYDWwkQtDz7AjNtC4Uzha22nzEomkSNddO1Qd5PoKfKLseP6ceVCoW7C/f6/f7eUdvz83Mz5qo4EuQQUNDtxevuCXYod2azmbGgcywo7zTOQpVijiHHKoqivdgWrjU+o0eIOUfz+dzk7eDRYfaj2+3i5OTEAJn5fL53gsZFiaCj0+ng7OzM+PqoldMiwU2kbge1aHCy+be+o64ObphSqYRms2mYLQWoaveKOG1ky3L5W8GQ1qnnpIlKlXlrvAknmKibfeWzbJO+x4232dxda3xzc2Pq/vLLL80CZdQxwQmTpK3XazOZnFyWT1MhF5r2TxeRajpXV1fmqBwBIDUSW/twATsb/XLstB4dPwUPNvDgM/qOlqffuyhJQNvvpblXOH8+y4UtgNUUa5eT1s6QviWVYVtdXOT6XNex/Zxdvm9sXWMSSg8FTOy2J4EI+ztdF/Z31JApXFerlREwygPJk7geyGvI/1TJ4bq5ubnBbDbDF198gVevXuHs7Mxk5uQY6ykkvkt+1Wg09vga9x/r4X7rdru4ubkx7m32mfyC9ej653Ps82KxQLPZRLVaxXQ6NWXMZjNjhlfLMdvM20Up8JQ/AXf8SHN4MNOmton8U2MIFEAq39f5UF5JjZ7vkh8z/oX5KFgvwwhoOeIt6CcnJybWIY5jc9FpHN8dMqDFgjJyPB7j+fPn5j4UBoVyXWi4gAJJto/yhGPKtcWgUYImWwmmjFJezuc6nY5x+SufVxnCfcT1zAzhnE8NZeDpJXWH0fJFBTv31fbf+c53zAS67pfgoNAtQWLD2VA2gMhTTTcc6EajsZefXgW+LjgV+rZvznbvcEG5mMxutzOL3zaduQQpE8tQYHNcNBsq0SMRLIEKhTuDr4ggp9Mpbm5u9jaS+v6+//3v4/z8HGdnZ6bsKIowmUyMmVAXKoBv+AGbzSb+4T/8h/j000/RaDTw9OlTE/zL9pChVqtVA6zYb46DMjUdG84PN4luKgUctgncBjEhQEPnyLaW6HMkW0O263CBCv1Ov7d/9PkslplQywjLcAEEX122sLLfs+fT11Z93/7OBujfNqWtG3tOlTf4LCA3NzcYj8d49+4dlsslJpMJfvCDH+C3fuu3AGBPwbLfBfaDErWdxWIRb9++xU9+8hNz/BTAnmKmfJPt5akG+4QAcC+odSyi6N6dqqBHrb8U1LRqKGnuB+5r8nj2bbe7j8MD7o/t8q4OjrOdOoDWDlppaDVgvCBBxGw2+4YFhGVyX6giartAOR9U1Nhu1q9upSi6P+FB0EkB3+12jQuDFgLNgcIYGYKQxWJh3FHlctkoeboWORd6aoRufo6/JkVTUMvPOQ5qwebfChAYk6N3oJEos7gGlb8xZgSAOR3EdXdycmKsOLb1nWOZ+/TKZDIxC5VHeQDsafy25seFzkGgFUBNX5VKxZiKWE6z2TQR0iROlPohOTEs075YRt0pCgTUYkJkyIHh85xEZUocUN1cauYkcUNqezkJ/I7t4d0GrEMtRzQXFgoF/OIXv8DPfvazvQjjKLrz73366acmRf12uzXoejAYGAvJYDAwx+b++T//56jX6/i93/s9vH792mhELO/i4gIffvihmWtubD0GpmhazWxcoHyHpmllei7BrGtHgQ7fcYEekprvFNzYYMYuX61G/J7tsF2A+j7BLduh/bN9qdpu9X3bwkEDrNWUrhqbUqiVR8dQ++573vW+zh3LcO0XBSCu9tnl2ozPBcJc/bZ5jC2MQsi2rGl5m80G8/kcV1dX+Prrr7Fer02A3mg0wh/+4R/i5uYG5+fn+OSTT75xgReJ/RsMBtjtduZ+kX6/j3fv3qHf7+/tF01uBdyfFuDaIS/l2lNLBXmJukwIYBi4qRZmvW+k3W6bvataabFYNMGXyu8Hg4Fx31Ag84p1xoltt1tcXV2hUqmg0+mYPpB3UBlT+UH+02w29/YqYwg1XoTjS4GvvIWKHceA48SEZQykpHxpNptot9tGHvHOkYuLC2MV4NzwzhEbSCmQKRQK+OijjzAYDIyMYXvUMqUuE4IvTcuulmzlL+w7cB9nyN/q2iD/4hhqTIyCGM6Lgjf2T5VwggvmZdFM4Dc3N+aenUKhYE7c9Ho95303pETQ8e7dO4PyptOpyd3OgWOwJxcPFwotFyrY2TAKMkbrMoKWQoybgANF9EvGwI2kGeV0MPkZJ4oTrCYtXbgAjEWCg64uCg1Q4kTY2rUKPdUoFO0pKmWZ+r2aSG3Bx8h0MttWq4Wf//zney6fP/zDPwQAc8SMFhOab3lV89/7e38Pz549w2KxMOP86aef4vXr1/jJT36C8/NztNttFAp3/slut4vhcIhCoWBcNBxDRf0c/yiKjN9RBb3Ojx6T4/dJ5nGOsz2Wujk4d6xL50v/toV5HN/72KmpzOdzY5rc7XZGgJAJzudzdLtdE+zV6/XMzclxvJ9Yx9ZutC9cN9oX20LE51zjkDQ+Nviyn7GtPLYQ1vmwLSPadl8Z+pxdhg1YbHK5g2yrgd0vF/DwgRltC4X2er3Gl19+ifV6bdwKk8nE8KBGo4HpdIp+v4/b21tjsv7t3/5tAPdKx3K5xOeff44XL16Y8rnXeDGmvU7ZLvIojgGfU/6lrh+2Xfkv4xJ4UmS32+1p3hS0HA8K5NlshjiOTYKuxWKxBxLYVgpKgm6ePmEqBbongPvr0/ku+6X8kWm8Vbsnj6DQtd9TuaIxg9znVPpGo5H5n+NzdnaGi4sLfPzxx9jtdnunPXgqhO/QraRtoOWH9VPwc983Gg1zksVWMjiXLIeWdq4Rzimvqed9N7TYcF6YOPPZs2cGaLTbbUwmEwOAFJyyXo6rniDlfGrsB2Mo2b9Go4HtdmsSkdFycnFxYYwFBD688yeJUm+Z5ZXDjDfQTcLFqOY0DSQiEdHroHMzk+jr40bhJNlaLv/WIB4Ke4IDBRxc3FwUeu2wmkMV8Slw4buq5fFd1XSUobJc29LDtrEOm7kzyErLZT0cQwAYDAao1Wp7QacUnDc3NwYQEE3TgqTn7GkWpM9xs9mg2+3i+voak8lkT3tYr++ut6a2QG2K88C+kDEq81QGp4LGZVVwkWo0NtlWEZdGrzErCkx0M5PxcuP3+/09rYEnCbi+CZiHwyHiOMZ0OsXZ2ZkxU5MpkAmrRcNlGeRasWMAbJBi/+0jFa4+K0DS50kARPeJ7YZLmiMle05dgMl+3kchVg5by+O+Jg8pl8uYTCbmcjEeY7y6utrbYxTaPHFyenqKzz77zPAdCpKXL18ahh7HsclnYc+vbWUjkZ+oJs22q8WVfOTi4sLk62CwI3AvEOkuocAiyNJTgKog6DrluLFvDCDl6RFq6mwTXRC73c7ENHCe1OzPNUXLCQWxKmZqdea4KThXxc21DnjnFwUvBSj5HmUNrbksW9vKz+01q7/JJ3TfqhxS5UGf16O4yqc0ZkitorZlWHkex11Bh1qZXIGpbBfXKYFzr9czwJaW8mq1imazaSwqzWbTXCyo64ZrK7d7ZTqdmuNYjKz96KOPUC6X0e12jbAmg+Yg6QkJIlC6UnTgNHspfW9cbAQyFHBEW4qCWZb6Gflb0Sc/I+DgwHMBTCaTPQsIEagyAtVCuQiUeaj5T/+3N4UuHmV8u93O3G9ADYJCfzQa7aXypWWIbhTgLhMhx6rf7yOO4z2Nrdfr4fb2dm8hkqGNRiNzc2OtVjNH6dQEuFwucXV1hYuLC9zc3CCK7nIH6JGtOI7Rbrfx6aef7gVDcVFqxLSenHEtUFsQub63/cVK1Ax0/BUsc7z7/f6eUODG8xHXLhkV20nthjE8ejpLb4akNsR9Ecd3GQoZZ0P3oAp17bMN0uxn7LHLSmR61Jo5JgRwGshIRsv3XPPkA5au5xW822W43ge+6UrS99VqyH1FLbLf7+P6+hqFQgGdTscEe49GI4zHYwMsC4UCzs/P9yL3b29vsVwuMR6PEccxvvOd75gTflxH19fXexd0MeEg51WVK3ssbO1cla/RaGTGn/FYdAUxt8cHH3xghKnGNDCtNoEJNVa1WDL4VAUwgYa6FdhP8hNNEU5eosBGNWD2XRUPFYx6soRzrMf8dW8xIyfHSt3ocRzj6dOnhg9wfymwUKsb+Xkc39+cqt+T57MNHAe+R/7Gtazrgc/wPVVM6QI5Pz83OVFsC6iuZ5aj/GIymZgcK9oXZj2lJZdxe9zPlL3qmtpsNmi1WoZv0XpOi67yAspfjhEBjIsvkRJBBxuwWq1MoE+9XjebhoOuAoBnf23zmPodKXC5AHjDLJPUEI2r9sBFq7ENChxYvgIfBSBcaByQKLqLzKXWz7S9ZOy0FnDx6xE69dUp2GAwDjeqJnsB7jRgmrHYFppbFfXG8X2AEsvlBmg2m2a8bm5uTLKZwWCA6XSKTz/9FIVCwWhp1Lp5CV6xWMTLly/NUTRNyrbZbDAajcxRaY43N/h6vcZXX31lNoLmB+Bc73Y7vHz50mheNL+12208efLEuG3YNzVFusz6qh3YAonCUbVC3cg0VXIDq6+X/meCE/7m2uL8uqxiAL7BkFgPrWncB9xHKkBI7Pdms0Gz2UQURSYzZKvVQqvV+oY1wY5lcZF+7nJd6f8+gc7xU+as88F3bSCeRjZY0faplc9urw1C9X/OK/ca28H20j3JEwmLxcKYotfrtbFYURBTWJ+enqJSqZhjo6PRCMPhEIPBAFEUmevfB4OBuRSzVqvho48+wuXlJW5ubvbM6WybzayVN/E39zU1WLr1yFP47GKxwMnJiXE986grb2MluOecTiYT4y7SI7AUQHpjKwBTDt0n7XZ7L58RAOMeYdkMoKzX63v8l/uBIIj8kEGjV1dXZj7V7ULeqy5yunq5zyg8yYPIM+0Th1SmCLiUb6iCpDEP2n6OPdcqFTc9bWLzMNarcpI8leP/ySefmP68e/cOs9lsT5lmuzRFgn5HuUCFUsdALSA2cKGCu91u947jFot3BwsuLi6w2WzQ6XQMEOEamU6npj2qZBcKhfwxHZxECnwifW58PsOOcxNwItSfpEGHAEz+CmbRI1NT6wLLpFtHT4qwbhIXBBeFLgwyIwUq5XLZWGj0EhxliqpZqumQz9lmOBI1Z04gFzWFvH2UjW3WBcm+28CNE8yNy8/57Gg0MpoB/avUyvVIL4kmU84FfZwsWxPBUMPSsWb7dHwHg4HpG60i1WoVP/vZz4zVipasTqeD8/NzdLtddDqdPcYB3OdHUcGjAICfcRPokT+b4avAV2bIuWS5CiRZti3gkwQkmbeaPrU+fZblUkAMBgOjReha5X7pdDp788d1wvG2BTLXlW1StS0F/JvryL6im+tMj3TaZJdN4jioVVIFLNtIhkmhx++ozatioyZs2wVBYl1v3rwxIINzxxTS1CbJcHnpFgUTYzl4TwjHh0KbPm6ut0qlgo8//hjdbhcvXrzAT3/6U5P5WMEa+8m2k79y32rSKrXO8n+CD+Au4J8WDI6dBrarNZYWEvJlja/ivOmRWM2roRo61zRdrhxr7kn698lzeKUEAHMxGMEEyySvYfmnp6d7d6PYlmfuWbWWKxjQtRfHsQHy0+nUWFhtgGpb49UazfVoW9NYB4/hKk9XlwnnUcEJ32V+C1XYOabaJuYYoWuDZVLmcB/pvHGOG42GAXN6UogWdipLy+XSBA63221cXFyYWKDpdLonCyg7VWbR2uujRNBBZtBsNtFoNL7h+yIA0UGkYFT0w4GtVCrm1rzpdIr5fG4+42BRgHLAGEWs4MYWTMoIuZDsSebGBu6YEf30RLSqAatGp4tXLRgKPMgYbaarC5fPc5L4nGq/3NSsm5OndTGJDxc/x5x9441/XHQqsKn1aV/JCHlzIAPk2D5uJAYNa7s4rjo+atlh/9QSUSgUjOZEa8MXX3yBWq2G8/NzXFxcGIaurjQVRKvVygR7cqFTY6BwspkPyQU8yJx1Les8klRo2FYRtQCw/xSSPlOjjr+WpaZrWlE0qFG14W63a7RKXau6Hzhny+XyG8ybpGZnatiqwbEd1Ip1n7LdnGMF7PqMaqGuY6Kq2XHN3d7e4s2bN2bdLxYLnJ6e4i/9pb9kgibVhabzXqlUMBwOUSwWzXpbLBbo9XpmbNgWDYDUVN/9fn/vWeCO3wwGA3zwwQf46KOP0Gw2jTWYzL/RaOB3f/d30Wq18I//8T/GfD43pm3ldQpkeDSR48u1pjxC55X3oxCwttttEwAIwORlIH9THqF8BbjPgKoWl3K5jPPzc1SrVVxdXe2BchU6k8nE3AtDQEO+wXHdbO5OwDA1AoF0t9s17hh1hTSbTQM4yuWycWWpO5pjobGBug9VSeI7lEscf7of9IQZ+SfXJ0Ec3yEpmNZ8JpwnrmnOl76jCiv3+suXL/Hs2TPMZrO9pGgKOmiFU6DMObm9vTWygXN1cnKCRqNhQBzdu1SeW60WRqMRfv7zn5vrS1qtltkLX375JcbjMaLozp1OkKmnp2g1oUvSBmY2pYIO1br0xIgGyZE4KIrgiEBJNOXwezZaTbgqoNRSocJaLRrqg7c1WB0APqumYgpQ9VGx3SqcuSHthcyNwD6o5qgMggtD26+mVT5Hhmm7G1S7t/urbiVFthQybJMGiKmZnvPAK5/ZP5fWbGvM+p0udhKPgHHsldGpBWCxWODt27eYzWa4uLgw1i8NBuN40cxsm0YVmNpjbwtCu902iLD75hoLmxS46Hsk1YDsclz1qk9cx0nBN7Vxnp6hsKC7kfck0aVAbZrWS5qtFZjqWCvj5NipdqqAWK0zylB1rRP8ULMD7tNjU2CzHY1Gw1xgRkDOtck1b/MFBVwcM71JU91sZJBsl80blNkrn+D/tVoNp6enZowIgtlnBuLZmjODU7nfOF/qzlXLG9cegQbrU6WL5bLfak6nMOX+VWDBtiqvI3/Q/aJxcLqeo+ju6D0VRArsOI7R7/eNVYaWP7pZ6U6n254CjGCaAfBM112r1QzgtQU4lRu2U9eQAn6VF7T+qWKsPJ/rWUGOjpOCG+Xfyv+UJ9qKqO797XaLTqeDZrNpgtlns5k5DafPsiwbAHJudb/VajV0Oh20223UajWcnJwY+UDgRwChAe8Es7YiS55CPkP5qQHJNp90USroUJM+N6yeUNGAQUXIKmhU8FMw6PtcMAD2FoSa2HVCtS5uTi4GDeJTpqSbWCN5ifrU/KhaAH1b3Oir1cqYodTdRObChWAvDi4u1yLUCXQtavaXdevGsi0NcRyboFLbpQDcZSTVOw44vhRA1Ghts68NJtgfl2Zrrx+Wr5qBLRjo3726ukK/3zfP6MYjU6Dmx7qUkSpotEGA63+dJ7vtJN9G0nXN+dJntT6tSxkJBSXHWOM8bFeGbXXjfhwMBibOgMyGFznd3NzsCUO2j2uczFVN+jR9M5jZJpZH7ZztVwZIrZfgEYA5Nso9rvtZBSsFXr/fx3q9xs3Nzd5zo9EIP/3pT42WrPkWGKPBsX7y5Alub2+NlVBBK60puv4puCks7ZMgBCy1Wg23t7f42c9+ZjRgBnZyTdIcbQtvji15pG194l5nO7ju6cpRbVLXAnkkn6EVSJU+7h9e8MZx4bgTAPA9AkHG23EMCSCYmZLjyBiAyWRiLJqNRgNPnjxBt9tFt9vdu52WykKr1cLV1ZUZh2azifV6bdzRCqA4LpQ92i+bT9nub8bGsF7Oh566AWDq1P3EtePS5HVeuJcJ/lz8wyUDVGa1Wq09JY/rgmuPIJN/E4zTylapVHB2doZut2tON/GSOYJd9mc0GplTRLQu8gQLx0nja1g31xpT6XPvM77IR4mgg6iVpiNePATA3Car/mVOsG2CIrqi74mk54VtIasWC9Vq1IRKBs36yPy4kTVQiwPEqHMAZuNzY2tkfhRFBtGpCVmDOtkmbkL2gX/TFKZkCzMGY5bL5b1LgHRMucE4LkTDZMIq0GlpIrjTY4FsJxcqACPwybC5mMiAuOC63e7eprY3kQIABYhkZrbViWWoZcXWNNQCppuSfVQGxDVG1E0mbB/hVu3HZsb8cblm2HZuOjXJqtDkGlSNW9ezDUT4v46Xyx2jAFv7rXuH7WYEPOuhWZ9gBrgHDpwzrUPrVBCuz7JetZxxjUbR/akzWwi4wKv9ve43Bhna62C7vbsXZDqdmjwqzJvCo5qlUsm4VdT8bccGcJ+oZsvvCP54yoPtIS/7+c9/vjdnm80GJycnxkpFMMi9xL3OceSJEo63nsygosOjnuS/2+0Wg8EAs9nMuKeB+3uVNB6HrmmOHfvB/hUKBWNR4trg/Ol6oBDm7bKlUgkXFxfGTN9ut8065+Vf5IHkLUx5bq/vQqGwl9kziiIjb/R95eVsl1rE2Xaue+4Jfr5cLvdOmJD/aqAqc5ywrxwjWgYVdNnKrAJL+1CBrQRx3xDE0tJMC9psNjMnRVQB5BqlpY57kwcwAODjjz82R1yfPXtm9j+BJPcDAQIBB9cvAST/5zwA2HMlEmTRKMB2sW0+SgQdNANywalflCZPCjGidW4mCh5+zoFT852eMFHzHidGLQP8UbBBwahaJsvgcyx3sVgY3ycZLjUbmvZozlMTnpoyWZ9qQExPrIyWjEvNx4pqddMRaCizYVnUnNSCQuGqAE/RsDJ6fkdBqALFZuK8dIpImAuHoESZDRejzTz0qLSt2WvEtcuawzm3NXFtr01q2eDmVmEK3Fu1tG61uOia0ZwCrrEC7lP6q3DS+dW22f/bVi6ti0yJe0YZLNtOUoCrDFDLtK2JCiBsLYvtcoEdGySou5X/c19zHLjX9X0FYGoW5zPsk35nu8a4PjgPBFIUFv1+37jdCLIHgwG2260B6eqmUWZJq4SOK5/jnuYP1wOtOWrOpgDVudarBnQ++Z6tQHHfFYt316efnp6avBLM5kxBwbgEvcmbddvZneP4LkaLx1nputztduaSOBU2ehU6gUS73cbp6Sna7Tbq9bqJedH4M/IIWrW4N6mgqmVZ95xtzVDhxjVmB7GrxYPrj3zYthJQ9qhM4Zzo0WHKgcFgYKwyTJCoFjnbUqfxG6qgqMVSeS4BG8vkGJ2dnWG73aLf7+9ZHjebu1xKPIUF3Ac+n56e4tNPPzVpDBTgqKXCHhPWzURk7CvHh+uLbjACTAXg3Bdqyctt6YiiaE/AUThtNhujTaiZkGiSAwTAmHkVNSrzUKarJkP+piDhgHEj6rlvMjxdBCrAAZjB22zur+blZ8C98FcBtdvtDBPjZuLAcjw4GewLFzUTqOgi5ETqKRj1matmwoBIthOA2Riu0zxqKeDG1XgO9kvvweGY2oJfGTyDg/i8BgpzvMvlsjm2p2OjY8J+c2Hze3WNcAx0Taj2YJsqFUBo25WZa/yLzp2LVGtSQcc50rGidqsmbt3oLI//U9NgO0i2e4xjwvdU61fTLZ+zgYIKHS2Tz/N9fse1ba+BJIuEAne1kmjZCny1bLutLIN8hoKJrkz1UfN5jqW2gXuQwpb7kCdHyPi5pzXvDedR+RyFnLqQ1NLGVOHcI+yrauI0dXe7XWPC5vvsL4WKnUSrULg7Ws78RMzzwfbRBUoLAteBBtayTcC95U+D4Lm2CoWCOSygZvV2u43d7t6yWize5QyaTCYAsHdChdYWClmWzb5Rg1egSOuC8gPdf+yHWmB0rZE01QF/q9KoAcCML+H3avVV5U7TNrA+5T2si59pm8gbde1zTFWB5VjxSngGEvO9Xq9nrHWaS6jT6aDX6yGKIpPfh8BDrXWsmwolLXAK0tjfs7MzMzavX782FquLiwuz/tmubreLcrlslHhbdlPJ9VEi6KCJkguZWrBOCjejukDYEbVkkInoBp5Op3taNSeTPwQcFJSl0n22QGoa1GDULcJFrGZMACZZlj7LNp+cnJiFz42hJmIyOtUW2W4bPXIhqWmN5dAvys2vAEmBibp6SESVHDumRmdgoG4gkiJwFfgK7tg3upomk8leAjb6V7mw2M/dbmdcVdvt1rhg7CPDpdL9Vdm62PmemkZ1UysYVTOmDTD1fdUc+FtN33xONSobpOj60HFUC4weg9S6lFRwE2S6NH32id+ppUyFJZk53yNjt0GDkloQ+AzrV4uTfXJK269rUBm0mpCV8ZDpa/mu+dT9qv/zRy2jSgosOVfkA8p/oujOfN5oNPbuB2EZGm+mlkP9jMoVffa0WvBmWCoWwH1gryoh5GvMCaTjybXGQEnyyM1mY6wQPDFEV3apVEK73TbXG6irl+PCfnLcbE2V5VNpJGjguqaQYjwO+8xTFeSNHEeNTVFgyzwdVIC4BxSkcc3bSqICX1U4OK76N/eE8jYFtJRZ8/l8z2qg1koGSJK/k1ewTbrv9HPdSxpCoMGVuvcp2BV4MX2Dxvvsdjtzu3Gv18Nud38pKk+AcgwVGOoJ00KhYIJA2V9d37Qi8Xv2U1Od84fz1ul0zFy1Wq29e2k4l+yHjxJBh6Y4pVCiX47BKBoQZgr9tQWBzIZaOzeZagQcYCUuOJatSJKDze/VpMWBJrOyqVAo7N2oqH4oXfCa1EuFoAYeqUangluZHsdCT7eQyPDs9rEtasVRRqkpa9ku7bOtpduBvGwvif3SttHiQvAE3JtEdXGqH18tIQws6vf7Rjhx7lzCUYEMx4xrgvOgGqRaAnwC12ZQvmdVQFJIsF/KUPg3+23Xo3/b8+oDBsq0yKgVJNogj+11WQRtYMHy7fa6xsbWHPmZAgnWzbaoi9FVri1AdE261r3Ok91f3Wf6jvZdBQ1/c03T3811quOl2rGOh/ItdadorIxqdOQldv/0WnO1uqlFUJUA/RuAESYMXldXg65pKiME95pMi7EXmvuDgoZtpwtdQQPLKBaLJssxwYXGwhF46Niq0Ge/lDfqWtB5U6CqZbgAto6zvT90X9ENBWBP3qg7WL9ToczkaAQIqriQLxBUaL/Ybwprtf5xX+pN4SoP2C62Abi/WkFlhCqtqpSxPXRB0kLOmBbWw/YVi0UDmBnjwvEmwOCcc57ZR5+yY+9xpUTQoWhKkR81aiIsdoCdnk6nxlRHLYSIiIPAHO7r9drkhmBDacpTBkStTyOZVeByU+tEuLQtPqMTaGsGZDj2omY96q8qlUp7pwNYl44J22CXG8exiW5nRkNuAgVztqlQrT9cuLR20MfH/nOz8X9GPLN+am0ADEInYATuTHM8agXcX06kWtRud5d6fblc4oMPPjAa22g0QhzHxkRMUyDrpV9aBbpq2Vw79vE29oVlsI/2u8rIOR/8frfb7d31w3FngBVTCitxoylAU2bK/1mXghf9XNelHQ+iAFDXnDJVNf2rRUy1dR1PZe7KJHRdcUzU5Krvat/USqT91j7yXRW0JHX7cZ4o5LhG7Zs9XUBZLxbkMwRZdl8VyKmw5ftkutPpdO/7KIowm80QRZFZL/xcjxvr+JBH6fjrnOuYcy7ZbjJ0jgXj6OhH5xoB7tY7s0RS8JO3/uhHP9obN46vjhUtmAycJMVxbECaxmIQbAL3gchUTjiv6tO3QaIqZtwXGiOjc6Lrh32z47UoMDm2uu9puSgWiyaYcrvd4t27d3undcgPGad4enqK+Xxujo0SZOkeptWR1hvbLdJqtYwM4+3sCm7ZXu5fBnF++umne0pio9HYS2PAcdQEjtwLg8HAgEtVCPgeQaIGvxNgqIuEa40eCR5VJm8YDAbmiHS1WjU5PHSe9beLUk+vEIURSaspUxmSMpHd7s6NwMvHdrudmcRCoWDcLPV63QygIkxOLm+0ZSf0SJt2UlEerRTcKGpy44SruYiaPIO/uKhUk1Dzkc8MzYXJ/+3f6ltUC4FODoWrgjlbU+XFe8zkyk1fq9WM6VDHTDejHrUj2lZNkhtI62UMjfpludjomwbuj4zxuCvrJ1NZr9cmwQ/zJjDSnz5pnRsFofxM1xs3CesF9uMHFPjppiXDAe7uw6BvX0EAQTZTPlO4qFbEfrm+U/C73W5xenpqgBfXmb6j+8bW2lW7GI/He35mCgEbAOic69rhGrW1EFsQU3jYgluBnCvYVQEG95sya9ar61wtDgSz7Bfnl4zS3usKSorF+/wQLnCkQJ+8jEyYblwKH/voI/eR+uO531i/uoDZBuWNHC8+T6ZNKwb5kQK/3W5nrIacc+7JXq+Hjz/+GKenp8YcDsBc2jibzYxCwrVqW+4ocGhZZP0KIli3nlawrWl8F7i//JP8heNBYcj6OR4aKK/AkOPDNUlZpNYDPkuARpCngc482txut/Hs2TOT94XySIOOVSne7XZ7AFSVU8YEUmEi36RrjQApiiKTI8Pen2w7FR0SDzzo+nTtW7W4bzabvVNVlAlsj8YAKpBkmgcN/KTspMVM54H10i1XLpfNcXbONdd2bvfKYDAwnWYlUXTvp+SEaNQy0bSap5UxKpOiq4MghcRnadKxmY2ehFBGvdvd3wgK3J/1JgPgYuTA2+ZRLoTtdj+XPlGtMln1X3JMtG/cbMVi0fjaKDQ0twFR7mAw2GMQtD4okCHypBVJQRktMPQRtttt0y4+o5f92MKabVLzKBegRvxzPOkn5WIlUyLA4pzwuJWexFHmwM2tfaxWqwYMKtDQ9cF2qvnbPubH36yPJxwoQPidDSaU+W+3270kayoQVquVubmX484jdyx7t7u7qZkBwPbpKBVMHH/+zzlQF5ttObAtJbo/FHyq8HW5Hkl8Vq1ObI8N+LQNtlvRto7ofOj3qqWqxgvAWPQ4P8pXFFioMqDjrnVxDHe7ncnuCtwn1iKAphDQtaNBrpwXCj2dazV1c62oKVzBL79T8Mx3K5WKuXSRae91b5I/URPW5Fu8KZfB+3yP4I3zo2PJvlCgcE2pu0DHhQKYR3g51mqNZDttN6Vq2sB+OnW1JKqVkHNBxYdyhvPPsVYXsK7VzWaDd+/e4fLy0gAxCuVms4mTkxNzdPns7Azr9Rqj0cjkGNE5I//dbrcmBoQAgDE2mu+DlieOJa0QdDdTIdO1wTWv60N5KvkyrTfc7zzto7Eq3B90HZFfchx137B/19fX5tZszWHDfhNQlMtlNJtNjEYjs7/ovnFZOElBp1d4jIfIfDKZ7KFSFYiM+VBtlSYkCmU1gymSs83fDOKy/VCqvZIB2eZdCjPWMZvNcH5+boLC9IQIb8xlGRSSOum6+FVrUWGnFhVFmwQ4ZF4ELTQRk/Ey3z1wrw0qc47jGJPJBI1GA61Wy0QRMziVDIJIlhtXgZaadVkXNTZlMlyEq9XK3JhZLN6fEqAbhgFwmnCH7ypQnM/nJnCY/Y6iyMwx61wul2bDE5Qp49b51bnXv6mh2gufG4j5U/i8uiXUlErgp0KEG51uANtUz/c0gFgthrvdDicnJ3tatGrkZNZkNGRUXFu2VcMGHEqqQXIt65pWq4ANEuzf5AW6ztlGW7jabdA61MKmTFTBLq2pnCMF1iqA2T4GX+ocsF1cB7vd/R1LahpnG2lxpTBQTZr9nEwme8BG97p9JFzHlkKGCkYURcZ9ocKfQp0ChQBW54YCn9YZ8kfyS65v9p37U4GiWmXZX/6vt3urFUpT45NfccxtYAFgT/jQWqfrnPUwLYPyKvIhAioFRVQq6VbVPcb9TOVGZQT5iQrPOL5zYTAYmAm5qMlfXFwYRY5giDdCsx9qsVR5RGBDtwvfpwLPIFuVC+QlqpRSTnDPqZVBXXsK9qmMnZycmER4XCcEfvQ2TKdTM5cED1zT7XbbANpWq4WTkxMTmM357HQ65q4tyiy20UepoEPNSLpoucCJThlVy0VOLZYDTRM6hTA3JWMUyNDZmTiOTcpfMgFlbrYwti0XrJsaNlEdJxK4t8DwojNlghrMqOZSbjhlSsos1f2iiJMLRkEZF6LNuIH7SHg1VfIdF+DjWKhFRrUpjo/6UDkPLFNTNiuzoVuF48PNpAKJG1k1GbZbhbpqnfbxLY6dntKYTqcm6ZNqUowb0fgA/qglToNYyQw5dmyDjhvngGOjplDOiwpCfke/Jzeq3W8yoel0ai5dUlCudXDcSDrO9nOq0Su5xnO32+3dc8T+KnBRIKYmUjIyuw4VsBqUbVtTFMzq+lDwoBqwWlrUGmX7qtlPPUWmoNoGbvyccRAU/tyTLg2Nigrnn8+Sv2gf2W7tP/ewWvfiOEa32zVrmOuTfJB7kAKT64f91jVjt5trT2MxOL4q+Pmu8jW2l+VwrG3Av9lsTF4TrjOCH32ec8K1ri5aauzc5zZPBGBkD/kpwQz5gWYKpSWq0WiY+Bv2k9YGzgGBG3myKiy81ZzvKZ+kokSZpIoALTEaB8P51nXLMbOBAudAAb4CdFpjuH5IGm+p8kjlD9cPlWmWrWtbT2lRcdITTwQoqlgwJpNxmwD2QLuLEkEHO0tEvVqtzAVKFxcXmEwmhnlS6yU65YIiqZmUzJxnvincuNCouRA1kbFp1LRqIHrmnotZE/IoKlYNVy8n6na739jshULBABNlYLamqKBDNTsKNQImRYC62eP4Ls6h0+lgNBqZDawars4JFyovkaLWxk1gWxnIbDm+9O1xHHjslZuEG5MoG7hP877d7qfoVQ2H2iLnj/O9Wq0M87DNebbZ0N5MHP/T01PzmQbLqmtITejMJ8P5XC6XODk5MWuB/ntl2GoG53pRBk0zPP8ng9G/OQec1ziO90zwrVbLxOLQhaQWAvWNkrnrWmHdKqCVlCFQEyKw131IP7OCWe0Xv1NQoDEzXEcqULnOFEBoGxXQsRwVgqpdc6wJyNk2Xbc61hQGCnQZv6M3O6t1gmOkmqiCGGX+rVYLw+Fwbz0w34dqsQriFGCrBYtByoVCAU+ePDHjw+dKpZK5yoBjxLVP/lKtVs064nhQ0HD98NijjqG6Dgm4dT8qL2ObdK9q35g/gmURWNAaw/GrVCpm/KiYcgzoWqVAA+4vqqvX62i32wDu3M8EDuqeOD8/33NN0WrAsaOyqZYkrsNKpWJSMHCMuFcYDxFFkWkDZZUGjXLv6LrlHDJLqz2u3GPqimKaAY4dAAOMNK8M+Q3nodlsYrlcotVqGf7KGDzOK4EELRSsn6CDfF6tdScnJ6jVauj1epjP57i9vTVBy1xvnCuOLWXGycnJNyyeSqlHZtlJDjgbttnc5ddnqlYuBJqcVcgy9fhsNjORr2w0jzNxolVLZSdUK+TGIQOZzWZ7C5Z3AdguGzIwPfnBzVMu36UrZoS4ghx1d6hrRzefrWmTwehGp0mVG1dNu/xtC9zr6+s994yaywlm+C77S9+umpv5DgBjadEgKRvUsJ56vW7mlXOq5mRuLkXXGtykJuYoivYAEgEqyTbDs83cIHozph4p4zpURsqy1uu1sZbR7Hx2dma+p7mbIIaCk4yT88fnbQGigVmqUZNB8LdanAji+b2ajjlu9lpQ4a9rjG3l2HP+KCAIstfrNS4vL/dAIpm+WjPYX103uh8UIKhWxvlVX7q2QZmtCgjtU6lU2gt+VE2ZoFzHg/zh/8fcnwZJelVn4viTWVVZS9a+9Cp1t0RrF5Iwi0BgQAhjhLFZjJCwwYDHjrFnJsYz41kiHPNhPs7HCUfML8Iej8djMxgzGAskhISwxCohiUVIQhK0utVq9d6171VZlfn/UP/n1pNPn/tmVsPM73cjKqoq833vcu655zxnufeSDrqtlGCDQEDXIutVwEg5VS6Xm0JmtJYZxqQly3nlmFlPrVbD8PBwCn1SQPf19SV6qKvbvVQKAMlPOj99fX3pIrBKpZKsUSp29S5rAipDI+rljbxRwLYHRQ9pU7mvfEdPD++v0oPA1BilQaU5ZDzddGNj68wQyjqVrbS8SWfKI/ZJPZR8XhMkOV6uKdKHHlOOg4YLvRylUil55kk/5TnOFetRY4B0YL4N+8V+qFdO1wrXA+WiekZLpVIKD6lxRpnS29uLffv2JZ6tVCqJ54Dm05NVT/MAS/Vi9ff3Y3BwEJdddhk6O7d3i/J/8iWjE2pQ9/X1pdBPUSkEHRo7W1paShWWy2WcO3euyXU/OzuL0dHRZOkS9XGBUiAzb4FE1XwPtTjUrUbLiINTKwXYisWxTvaXFqYubEVfLqyZPNTV1ZW2+mqYgePWwoWnz7FEl2WplU/lqOEmLhLWNzQ0lC5NcmZbX1/H8PAwgO0dO8C2QFZPA7CNSEmz+fn5JutUXd5cPLQGaC1qWIlWlc6NJluqt4hzzcVJmq2url5kfbBPas1ubGxgbm4uxYaJuJnLQrpwP32pVMLg4GACHJpvMjk5ic7OToyPjyee4Vxy3Gq9s2ifOH9ceEo7Cn+NRasAVAHANjRMpAKVdbF9VfDOh/qj3gneTUIaUJByzdHCcq+iAhsVwKro2YbSh7QgSHUPCnlK3fC65ZPH7et647s+Ng8ZULBTadCLR0uQdbFQiFOZUDkSyFJBLC0tNXnT1tfXMTAwgO7ubuzZsye54OlJo6VOPuEaJZ8zZMgD/QjE2H/1qKpCrNVqaSdCtVrFwsJCU34BZTGAdGOpJhuqklQgqzKLfSdA4NxwnskHXFdUcLzrY2hoCDMzM4nWpEdHR0cKkzKnge90dXWlrarcBbKxsdEUsiVY4DkpqnuYb7C8vJwAPZ+nXNV519OsdT2RJxV8sC3yqW6K0DClrhnmrPEqeK4ble2sg7qKsoTPsX+UeTyUi7SnV57zyiPrVceQRgoC1CAmT7NPY2NjKZ9IvZdqOKrxS0NSowPkLwfUWgpBx/j4eFLeExMTSbmtrKwkRT88PIyrrroKExMTePrppy9SwHS/Mf5GZudipwuJzDQ+Po5yuZzO7tD4v2Ysq0tQ7x7gJHKC6NXQREugOU7Mz2iFUinpaaeuhLRw4lXJsg3tq8Y+PamRyFut3M7OznTBDpl9c3MzbY0lY3J3DNtWF7l+RkBIz4BuoeX4gWa3MPuxtraWdhv592yHY+b/mvRH4ERG1kRdjpsLjp+psKAg1Jg8wRf7Qj7Z3Nw6VY9HBfNMGNZBD5nH3ymM1NPChcZ6NTxAcMfFv7q62uT5Y7IW6UGLnPPZaGyFyOhxIZ9NTU1hcXERExMTTZ4+9pW8yP6oUqZyYpKY3qiqPMkLtcrlcjr9kuNSrwW9BrSoSqVSsrjpOeT/yrsKRElL0p3hOfJWX19fOhvglVdeSWtBz2bgHNFLQAHreUHq9SDfKH3ZF/U88TMCSG6lJq2Hh4eTQlXQTb7VA5NUrrBNVQQ6Fs3vII0JMnTHA+eIdeu5N+opJY9oXh3DMFQy9F5zp4PKJY6FAIjrqFwuY3p6OrnwBwYGsLa2lrbHMxGzo2Mrt29mZqbJwCBo4pgZYuGa4+e8c6Re3z7KXvNYCEgYFtU1Mzo6mtaE3sTNeeK4ent703lBnEeVMZQBXLsaQuENuZqQqbQi8GV4Q72y6tnjvHK9Us+oJ5i6iPNKow/Y2urvvEQdq0Y5x+R5bFyXmq/CdriGuG4ZrtLNFaSReng4Duq7S7575aabbsLg4CB+5Vd+BV1dXXj00UfTZHP7Z6lUwuHDh3HgwAGcPXsWJ06cwIEDB5oGxMXCGCBjlsA2gODkLC8vY2RkBACa4lxEkBysxtDViuYipiLgDhbNKVGGVXeYKgkN2bA+tQzcqqSQ04O3NG7HPgNI/ebfvGGRdVHBKXAgM/E9WiRE4Bw721YLmQxAJUKBqmPTRUHlzaOjCYxWV1cxPDycrDfmnxDo6c4VAgIqPwo5tkf3L92nbBe4+MRMjbeTZvQOEGyo6579pnCjK1vdrrRSPPRBLwPpzvZ13rlgKRhIYz67sLBwEdjgOuCcMpTYaGyFLvft24fOzk6cP3++KWRIi5pAgH1QMMT6lScZVvEDlQhAZmZmUKvV0l0bulY1IVR5gjeRUhBREallrj/kR3WB07LXC6YWFhYwOzuLjo4O7Nu3Dx0dHemgJBXoHDPnfGVlBbOzs0mWsA3yLMGFek50p4DOO5/hdu3NzU3s27cv8TtDdQRhe/bsQbVaxbFjx5o8CiqM2bYaBKSVCnt1r1MeUjHyHYIR9c4xh4o8Wa1Wm854GBgYaALMvKaAYJeeDdKKMqirqysZGfRGEMjSKGPIiXzJdVCtVpMhuLS0hNXV1RRWp5yn0cQ1Oj8/j8HBwcQrAFJ4gHJ87969aacJDQ09g4L5B5RbPhcMSXFMXINu+JDn6e2mvCEP0stKo0JDawTkCrKUL1WecF4JTPbv358OKiNA0tNvFdSqcageHB2Hyi0fI0GC9o0GB3lJgSg/Z5/JYywEimrYu9zRUgg6RkZGMDw8jDe/+c3o6OjAP/7jP6Y4tmZUv/rqqxcpWE6oIibd9zs0NITFxcVkgVIwkXk9M5iDUatBkZs/R+XmeQvqClP0T2HU0dGRkJyGdliHvs/6FIywf+5BcS+CWtScNI0XuptMvSWDg4NNbi0+o8yh4QACNBbtm37mhRYxvVVkRmVmer+UThwDgWJuobhy0na1n0oHpaHXq++olaDAlc9ojlDkxdJ29W8NcZFn6Irl2CiAlIddQPA5/mYiHsfJeDnv8HH+0dCdAkf9TL9jnSpMFIzxOfZTLXr94dpuNBqYm5vDwMBA4g0FjTp36u2jpcQQCJWiGgSUBRHtmGcxPz+fvAgAkqBWOkYJhjpu/k0LnWueFidvUlXPF60+emg8R4J0ZlGe42/36vF9BWnK78xlaDQaSV6xP6yTCpU0qtfrCZRQ0SjQY10K0NQ7oP2rVquYnp5OfVAPILCVR8ebSfkOaa6yRhNBVRHTSt/Y2L7/hPxHzy5poztfPCdJwwUETtymr9uVOX4NO3AsGkLgWlF9oc8pDdRbwPGr51A9Y5wPDb2wL+RjnVu2QYMo56VRveO/uQZVdroXXnNdFIzo+FS38hmlkdMzKi23zG5ubuLMmTO44oor0sl3i4uLmJ+fx4ULF9DV1YWZmRksLy+nJCcedKWLR5mfKIzbnchs3d3dGBwcRF9fX9OlOURXZAIyrgoqV6IUQDoRKviIWpmZzMkkMxPRRwoPaL4rgwuHx+fS+6KuKrfm9ZAYjpMMS7derVZrOnyH1guAFKLxGCeFgrohtR3Gq515lXH5GZPqKMBKpVKykFhoeZFp1ePBedfxc+7Va8H5ohWuSpaLg1YoP+/s3DqMR0M+rHdoaAgAknVKYUrXcqlUSgKQgoS8zlg2FxLHQXBFq5UuW747ODjYlGy3uLjYlKzpSXEAmraZcbcC57xc3or9Dw0Npfc3NzfTkdwEyhomIx9SAOjFe0pLpTeFOusAtg/tc4FH8EpaHjp0KHklNclOgRHnn1vqNe9HAToPz+PcVioVzM3NJX7WdaueOIIMT2wrl8tNngA9ZIvtU4GRvuoZYXvqZfHdeKurq9izZ0+Tt0nBt8oqNSqALUXNJD5VZlQEvGGUXgQHBMx/oJKmpT8zM5PCG5rTQJ73tdXR0ZE8IupipzePddADRE8e6+B5FuT9lZUVTExMpPWhBgoPLGQh2GTYhu1zDTJUSD5UK1zDigSu5H/KyI2NjeTJ43dusGrCLIuCDm2bQI3fk67uhdX7dghu3NuhMkbrIWBknfxOdRz5RfMnFOx6qF53z7nnVfui3l9NkqdnR403bVcBhoKdXCkEHd/5znfQ2dmJ733vexgaGsLc3BxmZ2eTYuHEUHipwiGyA5rvbqEA7+7uborNafiDgloPuKJF5iiZ7i21Xkhg9sEta14ZzX6xTyQyFQuZU9EvJ4uTpxNNtyyFkIYO+AzvpSGapyBSxlKEqtYIrQe6fDl2eiJID3oXyEDVajVZlevr6+k8fVVIyjCsl4pJFxTPFiiXyynpj2BJXWocB/tEgUc+8ZwOWvZq0XBM9BhQQWkdjKdzcTQa23dKcLyMBQPb53TQFczM+83NrevD9XRUdWkqTWq1WlNegnrHBgYGmjLH1WJQYEQloB4+Kk+G+vgc22RclaCPYEwtJhWWeqw4FYVbuVQ45EXGjzs6tg9iYs4HaUHAzHrX1tZQrVZTH4Dtg9gIthiCogfKgSn5jvkKzEPgunRPAU9eVEOEHqfh4WGMjo7i1KlT6U4j3jBNGlDOkAe9fhWmVIZ8hjw0NTV10XzS4tcD99SDynUzODiYlDD5QtcYPy+Xy5ibm0N/fz9mZmZSOwRHnDeGLZhcrl5nGjEjIyNJlvCac/LP3r17mxSR5gHU63WMj49jcHAQm5vbO2P27t2bkiYXFxexvr6ewiss9DBQ8RFgeviYwIahXDcS1HCkQaafa8iM80QjmfxBHuMa4LpjXZQZ7BPz0NTzrWFpjkONNs4l14Rb/O7FpRyjrOXcKtiNDGdV7mo4+XpSWnn7yuOcM46Lz6iBSH5yOvnYqHtypRB0kClmZ2dT8iF/1GJT5bu5uXnRlhlFc0TAKkg01EDgoh4GJQwXons3WJd6N/r7+1MMeXFxMbmrmQlM64OKmsScm5trumyHk8DkWWB7x4hnDHPBViqVdKEdrS9alRwPEwpVoHEB0cugMVwKee7gULcW+0LkTkamgqIlzRwSZRhlao6PSFbniLdscjwqHLx9grfEaJ3Nx8JfuHABg4ODiaH1YjcKZ11EVMicK/Z1amoqKU56zCgogG2PkAI5Fnp8NNFQQRd/SBN1+/N/zs/c3Bx6enrSdkmCKtKR7bPv5GtaTn77Ma107f+ZM2fQ39/fxDNU7jqXDBuqBUq6M/Y/OjqatpezDa5belN0bZD+5MPV1VUsLCygu7sbFy5cwMbGRko859qgp0n5V3eosO8Uzpp81tXVlZJVOzs7ccUVV2B9fR3nzp1LY+I6oGdpdHQ0re+xsTFsbGxttSbg6OzsbPKgUuFSlqnnT0O2Ksjp8WA4hnVxbXH+BgYGEl9OTk6mLYWkA8GZ7iqjpUv5RA+JGl/eL/dwVSoVDA8Pp/o2NzfTjhy+T5qRX+gp4Tuaw0Bjb2NjI51TQjoRGM7Pz6fcObbBfi0tLSXgQyteATzlIIB0yR8/1wR7zRtjn3WelPb8jrlr5F2uRc2n0qRNNZo5T6SBghkNu6hRqflHlEOcG84V17+GOJwWHjrluPQ351/BAvmU/6sOdeNb55Hf8xkH4dou5UG9Xk874JxeOh9RabllVt3nwMVIiZOsHSTC0gXC+sg8HIQjQX1WhTEVsS4OMqRaO/4+LTclhh6qo8lQHBsvfyKAokXKSaYLjROrEwKgKfygHh+gOWanC4WJaFyAjiA5B7zvgFuk6LrWBbC5udl0zwcz2JeXlxNTO6MRYKj7VZU+BQVBjzIW+0pwx7ACBQ0Fsip/ntzJ5LjZ2dnkwqVXBthOfqUnjAKRbuDR0VFcfvnlKQRHniDvraysYHR0FIuLi6mejY2teykYhuGhUsoXkfXrSa9MimbIqbe3Nx045DuUKOwoeKn8y+UyZmZm0v8894Bz0mg00n0I3AbKxOPh4WEMDg6mZFnyOQEJeZuAuqOjI9V//vz5FJ6g9cL+cU3Tc6O7X8jn9JRMT083nRGhIFFdvFwDKysr2L9/P3p7e3HmzBmUSiXs27cPQ0NDuHDhAo4dO4Zqtdq0Hru6tu546O/vx9TUVJN3gEmp3DEwPj6eQidqsWs4kWcZuAdFw5BcB6rsyfcEMZonwrqZSE7Pz8DAAEZGRrCxsXHRtnueS8LPmbyprnt6MSjHVOYokFagrB4tpRWVnu5aI2/zMkblb9bJuhh2cZf/7OxsapNz7uBoc3MzAVBVeu4tVnmi4+LnymOUObpe1QOgPKKeYQ0zsqiHhe9Tvqp3kHKf/SX9WK8aV5SzHKfqKp8v9+aQJwmCXFZzvASk7FOtVkt8ohsUdB69Lcp+9/qp/vF5jVIPFDxzR1NUCkEHhaZawmQGJQ6LI0NOggssZSB9zwfrgyMB1ZVGomgiG9/VhcCJ7uzsbNodQgHKd1mXWvi07Pm9959FFwLHys9UALNt1klG4YSqMHALlq5bModukWKf2F8evkPmpPWsDKyWv9JOf7N9zq0CTX5Ha4jWMfswPz9/Uf8oBEqlUtrTTzdtrVa7yJ1PoME5JJhk2bNnD8rlMn76058ma5x8Mzc3h83NTYyPj2N1dRUnT55MljpjyQR66mFjHQCawBLHrzupVMCQZ+mtINhyDwcte4KZ1dXVdIKhClL2o1qtJtd1rVbDwMAAxsfHm8AOlaK6fpnzw3NZeNgQvV20rilgKehHRkbQ0dGRFAXr5fdcR52dnRgdHU1tajIfeYNzRv6uVqspFEA+YJI551xdxo1GA6dPn04AVXmTRgG9XFyvNAzK5XLyMLBeggkKZ9Kcc6Z5J1Qg5N9yuZzyz3gTJ8dKPqjX6027MdwVTU8H6c3PNATAv3W9aehaFYbWwX6oJc61pG5z0pk01mReV1L8Uaua4+F77It7SBXEKPBz+amGT04uRfJW84I89K7yWL0KOh5/XvOk1Nun4yaNHCxoPeqx4efufdD6KBv0M47R51f/VuNddZ3OB+tSvc1+K6BguzoPqrdYFLDrmBREqXz2Ugg6lCAay3JicNCOXimcmECmgsgHykXOwrwPuiopoOlyVS8ILVVaF0ygU8uWjMO/aUFTSCqIoTDQ/dgEJhRitGjUE0QFxon2yeLCU9eTbllTd62CDWBbIdKlzEmlBabCimedMC7P0JhnvfOoeIIzzgHnUt2spBnnxBcR3de0lhUwkldII02C5fhLpVLKFRkZGUkLv17fvmKa/w8NDSUlMz09jSeffBIdHR04d+5coovS+MKFCxgeHsbu3btx9uxZzMzMpHDA/Px807XOuoDcyuKcEGyUy+V0Zg2z5RuNRpOXieE1blGlAiT9FxYWksDo7u7G7t27U4hgfX0dExMTiQ8XFxcxNjaWlDbniVYy+WhqagozMzM4e/ZsU36U5oNwDuglKJW2zwVgvhUVsCozxu2XlpZQq9UwPj6Os2fPoqenB3v37sX09DR2796NgYEBTE9PN22tL5W2z5CgIKzVanjmmWcS7zDPi94eze9YW1vD8PBwOnuEIKG/vz+FtcifpVIJt9xyS+orvVIaElPlrIBEd+6wMAxFXiAP8Dv9XIUy16wmm5Kn1ZChPCIY1fp1R44qMlXuLByTPkt6E+yQd2ksqBLVNR15qlWBEUwzF8PBmhp9atRpUSCmoEA/p6xRz7aCCD6neR6UyQ5sFNToeucBZ2yXY6OeUhBDPlL9pflBXM+qB1QJUwYqIIiS6NlnBSLkKX5OxwBpTj4iX6r80nw2fqbj43cq31V/aahW+6lAk89fcnhF95jTvcSJY2NcwCSsokoSnwTghCngAC4+IY6IXNExCahCg6fh0aqgFc1cCWALkDCsQJCiipNMrFYrgQiTTXVCqeyoiGl9dXZu3yNA5cIJ7OzsTDt6SENlwt27d6ddFqTN3Nwc1tfXMT8/f1Hex8rKSnLLqruTc8bFpIy8vLycFAhvSpyZmUl3lHBx6wKi8OO8qaWiiZEsBH+6o4TzwPE2Gg0cPnwYr3/96zEwMJCU6vz8PI4fP46zZ8/i9OnTKRTA+eGNryw9PT2Yn59Hb28vpqenUxueNEWwwkv9Dhw4gLGxMZw8eRKTk5Oo17dv5+Q75Ht6l1RAkXe6u7vTMcLd3d3YtWtXWnR6VgHXDZNLFxYW0i4A0qOrqyvF/6noyU+rq6tYXFzE1Vdfjfe///2Ynp5Oc8krBtRDU6lUcN1112H37t340pe+hMcffzyFHjSngMrmqquuwrFjx1Kog7Tdu3dv8oxNTU2hr68P1113HY4fP45Tp07hpZdewvLyMsbGxrCwsIChoSG8613vwunTp3Hw4EEMDg7iRz/6UZORQB6hrGCohBd0dXRsHcDEQ7joMWMCo9KKQIprinTTQm/G4OAglpeXk+HAtaE7ldTaVCu2q6srbbskP6jipRxQ4K6nWSrQ8L7xM/WWKNDw/7UtzZtTr4ICEVU4/M0xAGjy4LJPHJP/cGwq/7UuAm+db8oHtktwRznEZ9wy1v5rSCDnZVbwrSCHn6s3QBUs61dgwH7yiAfVQewzZS7r0NAZdQgNVQUIlCEeAiZY5RpwXgGaN2O490KfZ19Zp/MH511px/fcQ0ldpLT3usg3Kj9pBOVKywvfuNOCipDKmR3hRDHXwZlS0SWAJjeeEkDzIDgAWqB6EA0Vy+LiYjrshtvH6ClgLIshBsbC/dREWotEzpxEFgozRX38n2CMTFOr1dKJejy6nLkhZ8+ebULA9Mqo+45WHhlhZWUleWnUDdbT04OBgYGk2DgHrEdjhaRrvV5PyV71eh39/f2oVqsJJOgJmWQgFWwKNkgjjpvtl0olDA0NpYXDud7c3MSuXbuS5bx379507kuptBVeYWjhda97HY4fP44TJ05gZWUF8/Pzid8I7Nh+rVbDZZddlpJSyYMaYiMPAsDp06eT8imVtpKML7vsMpRKWyeAMuGNbvmenp4UmlDAQT4rlUopf2BychKTk5Mp255Hbk9OTibPDZXi8PBwAiK6g4gxdRVElUolXao4NTWF/v5+/O///b9TyGhxcTGF0DRcVyqVcM899+DQoUN4/vnnL8olmJ2dTYmmH/jAB/DlL38ZZ8+exdmzZ9NhUGfOnEkewz179uDNb34zxsbGUK/X8eqrr+K6665Dd3c35ubmsHv37pR7cOLECRw5cgSl0pbLfmhoqMnt3tHRgaNHj6ZDnur1OkZHR9HT04Pe3t7Em/Tmse9cc+7qZr2M2WuyL70kFMz07LFd5Wm10CkwqTAJGNUTqvRUq09lHf+nlekeP3WDU1E40FUvBD1F2h7XuisfKkfSTj0Cvp5Zl3qjtT61iNXq1s+p3GlU8T1tkzKFdRNIqWGjc6t91HFp21yfKrsod1jIE5rLpiDCvdLq8VEaqKdTjTDKf82bIujQkKDXTTmqu9EUZLn3QfnUDX4FRuy3ekZ8N1LkVVJ+091lrsPVW6TrwEF7rhSCDgpJEnJkZCQtfN2ZEC0CDgJAExhR9xCwnfWtsVYnLK0aWqW0Cnk7rFoa9DBw0THJjdvQpqamkkuKYKOvry+FIEqlEubn55NSZrtkDDI1x0eLk/3t7Nw6Qv2VV15pOvJaT0LknSoA0o18l112GcrlraTCxcXFtIi4vZXKYM+ePU2KiwpYLSoVEHSX072uAowg4cKFCwndA9uol0CGc+XuVmaFa5uaMU5Bvbm5dbvqxMQEenp68MQTTzT1ubOzExMTE+nvoaEhnD9/PlnyZH6eBkglcP78eezduzfx2MbGRvIucJHys1qtlk77rFQqGBoawo033ojR0VGcP38ezz33HM6fP4/BwcGU78HcEobS9CAsglWGO6hk9Yjn/v7+dGLm+vo6Dh06hIWFheTW5uKmUlKXKbB1Ki6Pdz506BBKpRI++MEPpq2KDB8yVMJcE1qShw8fTnkZ3HlF79X8/DyWl5fx8MMPo7e3F9dffz327NmD5eVlnD59Gt3d3RgZGcH58+cxOzuLkydPYv/+/ajVarj11ltT2K5SqeD8+fOo1Wp49tlncerUqRQy49ZieuT4Oe94YMIt51fzp0hD0qhUKiXPhiZxk8/JTwo6uEYJJNUL4G5stq9eB/5mYque0+Hv8jNVHCoPXfE72ODnKrfc0lc3fZRnwL7o2lMlR6udhe1p+IV1qbfa6aZjoFxQwECZTaNIrWRa9EobghHtr24OcAWmXl/SSJU4++Tzw/o5Xg8BqFGoIQM9+0VBC2mq864AANi+5p2fUd8p/zEVQAGOzrHTCmi+xE09UapbFXiwXgWV6r1SHo50ubYVeTt0fpUfolIIOsbGxnD11VfjDW94A9bW1vDoo4/i1KlTTedr6CIloZTR2BndKkQCcMCMh5NRmOBFIcl4rCrSnp4enDx5EpubW8cVz83NJU8BBV5HR0cSGLSiBgYGklXJS3kajQaOHj2KqamppMw3Nzdx4cKFpEjoLeHCpVVABurt7U1u+o2NDezfvx9DQ0OYnJzEVVddleLsBw8exPz8fAIe3d3d+K//9b9iYmICfX19OHPmDL72ta/hz/7sz7C4uJjCRzwCmMyhiXdKVy4SCloyOeest7cXq6urTTteRkdHsbCwkAAdvSM8mtoZi4zNfIWenh7s3r07MbXe5EvBMz4+jv/4H/9j0zbNr371q3j44YfR2dmJs2fPJkvp+uuvR6PRwLlz59Df35/mn8c207I+deoUnn/+edxyyy3YtWsXJicnk0flwoULmJycxPr6egIQCwsLKQwCAO94xzuSNbxnzx4AwMGDBzE1NYULFy5gaGgobY+k25SggHR/8cUX0Wg0sGvXLgwPD+PcuXPo7u7GqVOn8KlPfQr79u3Dd77zHdx3332oVCrYtWsXjh49CgBN57UwFDY5OZnoUKlU8Oqrr2Lfvn04cOAAVldXsWvXruQVW11dTUfMM2RDIEiP2+23344TJ07g/PnzTbeNAltexhdffDFtYeWc9fT04MSJE4l/1ta2bol+9dVXcdNNN+ETn/gE/uIv/gIdHR3Yv38/jh07hsOHD2Nubg7Dw8Po6dm6unxubg5ra2sYGhrC8PAwJiYmMD4+js3NzSaASyCvipn/MzlVlSWVP+eAYEGBiFpstPTUstY1o3WpV0g9FOR7/a1Cl/JOt2aqt0Ldz/ytaxbYziVjf9hGZLDpb+0r1xtpzHd8DasCU6tdt6kqHfmsy3bPS2E/1Xus7WpSOQ05VdqsUz0ECroIQtTD414n9UwroFMAqnTiWmA/KGu0n+o9IxhiO+RhvsN7cnRu+azmC+lpztqO5tKRv9UTpukF2i/OpXo1SDMfA+dJeUy9b/ycfOVgQ+kfeYMiLxVLIei48sorcfvtt+P2229PFtqjjz6aYvB0VZNImqjirr5okehipKWqyJ6Fln6tVkttNhrbh6qwDkWndFsxcY318LTTzc3NpGAp5Akk+Jv3BihiJxOoEKjXt8JQk5OTKaRDJujv70etVkvbNukOn5+fTwch7dq1K22VGxgYwP79+5MSGBsbQ6PRSGOhZaKLmoyozE2rV8M0BAh0/S0uLqY2efHYyMhI2l4LNAsVnRMdP5PJeBjP7OxsWog89bG3txeXXXZZYmBugQW2tg7qWQKbm5sYGRlJ23N5WyMvQBscHMS+ffvwwgsvpHyCyy+/HHv37k35Fs888wxWVlYSkLzqqqtw/vx5lEpbbtbV1VWcOnUKpVIJp06dSrs5uI2UYJOWGT0T9Pysr683eXVeeumldP4BgdK5c+ewubl1oi+Vts4dPQCLi4tJKdJSYlu1Wg0LCwt49NFHMTExgSuvvBJ79uzB6uoqpqencebMGQwMDCQe7OnpwdNPP43z588nXia/9/f3J2Csh7Otra2lXUa0sPU8me7uboyNjWHv3r14/vnn8eMf/xinT59OXrvNzU389Kc/TeCyv78f09PTidfIi8vLy5icnExrU70cXPMECVQ8XLdUqGr9qRHiMWV1/SuIALbP5wAuPpZfQQcFuFqm5HlVdGrJs08OOvhbvQkOXFRQq7WpCsBlqlqvlIFuDati0fGqElHrXA1J9SR5W3xXPTc0ytzToHThe/qMAgDOJ+WY1udWuNPMAZUCkMgLpSDQPU6qo9T7AeCivus7pIXe9cQ+KY0VJFMmKxjiO+r9Vx2kW6j1WV0LXEvurdLPHNxQRnKcBN7Kp+7liGiYK6WiL//mb/6mcfPNN+Paa6/F2toaJicn8Z3vfAcLCwtYWlrC0tJSOmBpY2MDk5OTuHDhQkq8omWhnVRGcfeZxk0pfAEkC43Cnxn/CwsLGB4eTpnui4uLKZO9VNoKH/AEVSbTMSeEnwFIz5BBlpaWcOHCBZTL5XQOAmPTZCqCAvZxYmICL774IgBg3759CYnW69tbXKncmFtRr9dx3XXX4dZbb02W6+LiIk6dOoVTp05heXkZAwMDWF5eRl9fXzptkLRSpU0l0tvbm5Qa4/JU5NVqFQMDA7hw4QKuvPLKpICGh4ebzj/gOKNzPdR9SuYk0BoaGsL8/HyT0ibdOzo68Gu/9msYGRnBY489lnY/cDFTwWrYhbk55CcCFWaaP/XUUzh79ix6e3tx6NAhfOQjH0FfXx+OHTuG73znO5idnU2W8jXXXIPp6WnUajVMTEykJM2xsbEU6uJi5dkUHJuGU3Qn1Pnz5xOvra1tXZ/+m7/5mxgZGcHzzz+PRx55JM3hVVddhZdffhldXV3Ys2dPojG9CwTVANKlUXzm0KFDeOtb35pyLW6++WYMDg5icXER586dQ6lUwoEDB7C2toZz587hyJEj6O3txY9+9KOUT0QacifFzMwMTp8+nUCjehyALYODIZ99+/Ylb8Ojjz6Kubm5JCDVw3jFFVfg+uuvT7kfZ8+exdraGkZHR9M6YPjLFTeF3/DwcAq9kO5c35rXs7m5mXbdqFKh1c7xqGGgljSApjwLt0w1PEF5RDlGS1NlGgGKKnwaA6qsVNGpNavtsH8qmzlG8p4+788Azdv1FbB4uIR1kmYKlDRE4q541sl6VdYrCFEl6GPyMbB9/qbMZzseanEL2w1aB3XkbXpzlFYcL5Wve8Miy15DUKQH6a479TQcpF4dGlkcFz3HpKV7Xdgm+6/Gr9JNeYLvaB6ShhF1LTLPTPUA++/FPT/sBw2D1dVV/P7v/36Y2FEIOj784Q83+vv78eEPfxiNRgN/93d/l2LtpVIJCwsLTVevVyqVdB4AhTPzAtyLwIkkkvIBkaiaHEgBCWzveKGw37NnT5qojo6OdEjVuXPn0Gg0MD4+3uSi4wSsr6+nhL/h4eHEDIz/U8GNjY2l9qjA2Y9SqZQOXCLzNBqNZMFzy3BX19YR5rwSGtg+FZPj1OS6wcFBLCwsJIXLK6XJSJq3QOVN1KwJqCpg6GmJGEm3jnIeGGv0MAsXDmnJLaLMMeDCc6XW39+fclbYfzIu29Fcks3NzXTMMhfv8vIypqam0jNUUHfccQeuvPJKnD59Gg8//DAWFxebQg58lvkNfX192L9/f8pRIj/S68LC5GTNHt/c3MTU1BQAYP/+/RgZGcHk5GTT2R9nzpxJ4IXej0ajkZIkuUuDB3ap1cN+X3bZZbjxxhtx2223pfAaeVBd/9xiroLo+9//Pj7/+c83JZlybdBLSEFH/qhUKsmbuH///nSnzPr6OmZnZ/H8888D2FaqKug7Oztx7bXXolQqYdeuXTh06BBOnz6NI0eOJE8iDQigOXGQPMp8naWlpXTdPbAF5HlDKNtmIjkFMfulcXnSUeUclQSFrsoczT9ToK1eFdJRac3P9F2+rzv6tF2lnyp4Wr261riW3Euhf7vHw614tfB93aknTy1fjpdtq6dXFbda+O49Ujpqv1URctxOGwVlNEw4Bt1FoseHE/wpMGRR0MA+Ul7rPKjOUTnF9UnlrOCM41aPjYIB8qUeVsk5J905BuY/0TvNW6cVAJK3FVhTv6mhRJ2i80S+4TN8T3lFAZjST/nODQj+v7Kygj/8wz8MQUfL3SsbGxu4cOECvv/97wPY3pLJkAe3Mu7atQtvfvObsb6+junpaczMzODVV1/F1NQUpqammtw1+jcHrjE1dSe6RUQCcs8+tze++uqryTMxPDyMPXv2JDc94+V+XTSwJeRGR0ebwgmVSiUpI/aRwpKX1BF0EAmura3hiiuuALC1E2FhYSEpeB76RNc/rVQKVbbNk0Z5fDqtWAUDTOTVxDjW7dtn1UqhFcvjih0NK0jRnBW2qzk1ejIf6bhnzx709PRgdna26ahpAgwqB4ZeAKSQhoJOKnTOEd3wo6OjaYcJx8I8FS6a++67LyF2zWDXu2nUOzU0NJTuoCCg0OuyWQfPs9BscYZPlpeXsbKygvHxcayvr+PYsWNpTgie1tfX0xogHbgzqlQqpXDcwMBA05XgnI8LFy7g3LlzyYPA8wRmZmaaXN8EB5ubW9fFP/PMM4kXSDtXHDxOn2uNYTgCjqmpqXSRY1dXFw4cOJDmhyCq0WikE3xrtVq6lXRhYQHXXHMNdu/ejVdffRUvvfRSOohMwyvkVQehmrD96quvAgBGR0cxMTGRABjDQeRb0oE0Vje58rzGtdXLqS5wFgp4DV24q5p0cOGrgEWtZhauKw3hAkhgUD0uCjzUAlZ3POvX7Z86DipwBUOUj6qMVVnrmNxzQANGvTzaFgvpo8+Q1xRs8FmOWUONus2ZIJZKV70hukPGZZ3KFgVJOqfqwdC+sG+sQ+dSDSaOTdtX4EW+Zt8JYhgCLZVKSU5THlLe0rDTZGOlmY6PfWaaAOmlORoqm9XD5Eahg3SdZ00MJi08SVdLIei4cOEC+vr68PWvfz0dEU2LkydQaib5mTNn8MILL6QEN50AdTMqQgXQdOw1lUrkKqOQocDmwlTLnZNFlEjvBfMbHPmyaO5H5CpkSISWED0ozAkBtpQolXKtVkvomzRqNLbuz+js3D7ymguX1iWVBsMl7A8ZQ29NVXDB3AAqOl5IRuVFDxSZXoVlJGzIjKS7ekbo9uTuBCYOMhzCrcOaoEgFywOxFNBEghHY3sJHzwD7TstEkw15RgAXOLdgsk6CU2D7dtddu3Y1WXSl0nYWPenMBUoBmRbO/5/OzK3gtl0KG+aDsE0q2Y6OreRmFRhU3hT+5Jne3l4sLCxgfHwcCwsLaRs2+Vwtc9KTALWzsxMnT55M65RgS0NwCvTJE/39/Wn+Xn755aSICXJ5GR3/pvFB8KQJ4/V6Hc888wyuueYaHDx4ELt27cIPf/jDNE56FQnqS6VS8k5R+CnP0UvDBOdyuYyhoSEcPHgwzR3XgibOsU/K31yzOp8OPtTDp1a9865v/eTa1C2rtFhJa65NtXI5t5wfHl6oYIFAI/ImqIdHrVB9jp+ppd3R0ZFAI2UL6aNhVK4Vtu2eBzdkVJnTc6MeGABNc6Nzwf6rAmRIT/UAeYPyya14VZ6qaDln1E3q6SKPqKdKvUmaeKu6ieNRsKQAh/Tjc0rnN7zhDclbevLkyZRbpkaV0ko9/pTPpBV5R+tn/gfnhXRUHcdxLS4uNgESD8dwrql/3avGHMJcKQQdExMTGBkZwdvf/nY8+uijmJ2dTZ4DAg/N3eAWOAIOjX9zEpUR2GHerkfkqQtRGYlels7OzqRoSDwe5EV3tbq06Y3h5OkOGzIImTdyjXKSdbFwUnhJEYUdAQp3JJAx1dKmt0Q9FWQiKnS6zlk36yCg0cOTyMCM2Ssj6bNqCejcqNXG/rJu0psMre54en7YN93aSOan219BnVpVKux1oVOZ8hAugqjOzs60m8TnlO57hidWVlYSv1JRqqDi3GrMlbylFjMXqvIKaUUAQx5eXl7GyMgIpqamUs7BxsbWZVncxUH+Iw9zPjhnVARra2tYXFzEhQsX8LOf/QynTp1KwoQXg6m3h4qLwkY9YwQJainrVtvOzs50pk1PT0/aYaPKmXOqLmfyvB96p17LV155Bfv378ehQ4dw+PBhvPTSS8kAoBIlXynvqZtahXZXVxcWFxextLSEhYUFdHV1pRNxG41GujmY/MD3qSCoMNSdrKCKc6CKQ9eh8jGfcZe9AnoqHm6fpHHBLeGqKHXNsX+q2JT/1EPFdjUsoHyqfVN5rEBDLXvKCp17BxXlcjntdGOb6rEqKuo9oNxQ+aNtb25upt2DygcEc5EXhW0oKFIjTcNN7sEizVkHn1HZpB401VPqLeS64neUUxyb0mBubi4dbeCeF5ULbJs8TF5hGzpXNHgUTGlIUOUw+8K+aTtR7ojOMd+lPNTbwqNSCDq4G+GWW27B/Pw8fvjDH2Jubi5ZtYx1Ly4uYmNjA9VqFbfccks6tvqpp55KSsldbQwzMLGTyZxKdA5IgYqekqlMCiAlkfKQJj3mWokQudNIaE4eCa3nkej7voApiBUN8lldwNzpQc+PCi6+rxn0nHyti9aPCp5KpZIuTKO7jttqNRmLSo6ueI6Z86AWBa0JFar6vLrIneH5P/MMCEB8XnU+FHjwbyYVUpnU61s7JC5cuIBXXnkFN954I06fPo3Z2VlcfvnleOMb39gEKrlAeJIm6XX+/Hns2bMnJViq8KbypLepu7s7nfNCIccDwXhyLHdtsP6xsbGUB0J6njlzBgDSjpvXvva1TbxDNUiEZwAAz0tJREFU65whFgqUs2fP4sEHH0y3zLoiUoHgYJNhwauvvjrRk54nej/q9Tpe85rXYGBgAOfPn8eRI0dCwaf1s+gaYn/cVV6v1/Hyyy/j7NmzuPnmm3HVVVfhRz/6UTrfQz1C/J9rUnO+WDfXJ08qPXfuXNo9xr5RWBKIl8vlFL7i4Xo890VP7qW3Uq071qM0VoVFj5sqIwUsKpC5BgGkXWJ6lhCBk8oED8v4PKjCdJnIz/mZggfWq/kjug51PRAUsx6Og0egk946fi18R2U366TM19CwKmQdlxprtPCVR/W3Kmp61fTcJQUIHKPKJBrO5AM30tyaVxo72NE+EgDo2jlx4kTaPKDeKAIRGk0KEgisNzY20jwQ7Eb052/dGMD23QhW4Ol01TkslZovpQO2c7VypfDbc+fOYXh4GEePHsUPfvADHDlyJA2YcV4SiMCDcam1tbV0hwa3qSrB1K3HA7L0CF3fpqOWvro/6TFhiIJnW/DAL3o6enp6mo67LpfLTbd8av4GLUYyo7osfcGyLqD5wBbtOxcQBRPzEdgeJ50LwT0j2q4yqtKIB4YBaDrXYGBgICVOUmiQjlTi7Lffi9HV1ZUADj096lbT9unWV2HCtmh983P1UFFoEFxEWzbVbU1Qxm2jvCmWAOvkyZPJilQhRaVOj9gVV1yR+JZ3ktAz0dvbi5mZmWSF9/b2Yv/+/VhbW8Py8nKaP+aDDA4OYnR0NB3gxuKLtdFoYGpqqunenq6urqYzV6699loMDAzg9OnTmJycxPz8PGZnZ3HixAksLS1hcHAwnYSqidoE5qRrvV7H0aNHMT09nUDQyMhI2ho9NzeHzs5O3HDDDSiVSjh9+jReeeWVpoQ2ta7VC6mWoPI7+UNBZKPRSO7aWq2GRx55JG3FP3fuHI4fP46f/exn6b4XzrMaG6pE3RNJw8DP86By2dzcxPz8PDY3NzE5OZnmgeHPiYkJlEpbia/01CpvquJRK9DH78nwBAs6BtJFLyUcHBxsUrDq6eIa15i7K2IvChjU7a1GEmmo16+rolaw7uBGwa56PjSkpPUoL6hRwd+aH+FJi/qcAg/Wr89QmStYpBzlODjvPKqA8q7R2A5t6sGMqisou/mdFo5T6aN00dwieheZm0HeYS5cpVLB6Oho8kSrjPU1QPDA0Gu1Wk0hdq5FBXo61xoaYz9ZN71s9N5z3MpHrFd5RHNCikrh7pXbb7+9MTg4iH/zb/4NXn75ZfzVX/1VamBiYgKf/vSn8Td/8zc4cuRIOlb6+PHjAJAuYmo0Gjh16lTKqWCoo1KppHwAnkZJwmuehApSCgGN+bEtYOsmTQpZKkeeWKkolIxBz8jZs2cT0XTRUgDp+47udCIiYUzBQYDB/AwmDAHbJ7bquOhOnJubS9YqlQvrofuOAIKMSstxcHAwbU3VY+I1W5t9pPDWpEt1BzP/hK501qWLiUzHbZFq9XgIg+1GioULk/kbFBBc+PTQqCeqXq+nU3OZrEhPXG9vLwYGBlAqldJuJM4vQQrnnZ6y2dnZpripKg3djUDhTLBBwaauSlq5BAsEk4uLixgaGkJvb29K9GRsnWCUAoJHwlMwqdWtViTrVj4mz2mW/d69e9HVtXUV/MzMDKamptK4CEZZyJ8qvNXbAmwrJAXqyt+sj+ugXC7jrW99Kw4cOICzZ8/iu9/9bpINOibyh3oNtB4qZBohtPjoMSE/KXggXdT9zfkol7eS0fv7+zE6OopDhw6lU1Vpbap3j311RaRF50LnSYGG04zj9mRbl9dqQbt1SkNPDSaVTwooFFCqYuX/7inWdhWIqrfC+YX1+a4Vvhe5+hVUqCfN+Y/eFqenKkXKMu6AopeKyeB67YQaPpRdzM3TOeIcsA31IGhOj4bINYeLzy8tLWFtbS3d5US9QcDCsdGrRvmsoVSuM/colcvlxLu6QUDlhxqJrNs9ljoPpD91jvIJ6fJv/+2/3fmW2WuvvbaxsbGRznHgOQ+12taBRW9605tw/vx5nDx5EqOjo7jiiiswOTmZXLdUPmfPnk0JhIzBkmFmZ2exd+9evPa1r8Xs7GxKkNO4qyY0qguPQkcX0rFjx5LbcmZmBpdffjn279/fZBEC27dG0tOhwpKEI1hQi4HIU7Oo1X2ni4nP8zlg+6AjnkZJJiciZunv78f6+no66p1Mz/qZHFitVtO5Dkyi5YJQxnF07HE5tZBZBz0QfJbWnuZoqNdKLV1+R/pwkWvdmoSsyF8TkPm/LigFK6TV5ubWyaLMiSEPMq7Pq9rpvVhcXMTKyko6ql6tKs0TYTvq1qc3hNvYVGACzYm/pVIJg4ODuPnmm1GtVrG2tobTp0/j9OnTTZfhqXtavU9qZWj7nDMqG1UCyn/0oDBkw/M35ubmEh00EZvAQZUE+SSy3lkUUCoQ0cJ3dJ0QfFxzzTX43ve+h+eeey5tFyQvsm+a++IyQb2BKkzd2o36pZYk15W61UdHR7Fr1660o4f5I5w/5RUFV/ztn2mfFYCrUaHWPQEPFRBpyPfYd3owKdd4Zo6CeRafUypCjkH5gXKJcopjIO3YH65PNc74ncoP9bQoz1L25jxdHKMCYCpbVYScR7ZPWa7zwIsH6/V6Oo9I+UJlgF7FoEU9NOyr5uHQQFMZAmyvOeUBlY+NRiNdzsi5VD0UAVI9CVdBX2dnZzrgkvzqxrSuGR7voJ4hGpsKAhVkqOxTwz0HOgrDK2QSWtsECZys733ve4k5ecdEo9FIt35ySyQLhTtjaxcuXEhofHBwMG0xJRNojJQTFAk7CiH2i6iVLtvFxUWMjo4mJcDYOberlsvlpgvQyEgEPHRlczHS7QWgSQCRFvQksG8UBFws/JzvcFHqViou3r6+vhTH57jJMAwjMSGNjEzGU2TOftJKptBW1K67inSRKJJ3uutuEn6vu38ijxCLAxU+zz7Qg0XG5lZdzg2z+zs6OjA6Oorp6em0m4Jhvs3NzQQumJRKgUAlxv/ZlgJThmU4/6qg2U+9y2dsbAzj4+M4fvx4WoAbGxvp+nbfQUVvDQW6egXYHwpbbdcVqip6Wh/sK+m6Z88evPe978XS0hLuvffeREsCS9ap9fncRYrdecQtai1cz/rct7/9bZw5cwbvfe97cfjwYbzwwgs4evRoSgrX/A4KP9JFFRI/Y73sswpjt9C1n6ybdzvRe7awsIDFxcV0+F9nZydGR0cxOjqK4eFhDAwMYGxsLCUxU4mwzwTCHIeuUyoAKmeuTa53gnZaqxyL057zokdrE3ASoMzNzSVZQwXJ+aayZ34APYUs9JSp8lYDiPRTEMScIoIWBe7kAwVq7JsagKqwFZS4ktb6KB/0ffWcUQ/RK8g1wHlzr40CMsoFBUpqBCtNNUSjO8U4L5rYzdAu256YmEg3jGtoWvMlqDtLpW3Pu84rgBQ+1oP01BOr/M/8P3pmuV5o7FIu6Huuj8knrvu1FIIOHvhEK5xKkkzC7XMUiGtraylEwjwK3q6pCJoKl5ZnqVRKh2BxMfJH0T8HSiZX95aCAk4y61ABAGzHe5lUp0yqSpifqYXJyVcmo8KJrCl9Rt1XWrcKSzIk+8e2iWy5gHwrm7alHg227SETCgEFQkBzUhH7oYzFMXJh8TtVDPq5K1ifN0XwTIYtl8uJd3inzdmzZ5t2OHEBdnR0JBcpF5PuDNB5Ix+USqWU2+BxW/6tSk09IeQZJppq4h+wfbKoWjikI718qggoRFWgUvC6And6ci3o3HGtci2oAgSAmZmZtHuEHgXl5yLPJ4vyQ9Qn5Vl3Qet7mn9x5MgR7N27FzfffHO6C+j8+fNpXLo1T61ot77VA+Y851ZduVxu4gmuEbqwOzo6Eh92dXVheno6nXnArdK88+byyy/Hvn37kpGgyoeyjv0k2KUy4XjUklZrk884IFV5xc/ptdDcHL5H5aG87XRiHQQNAJoSwDWM5KFNKjTS1m8OZ76Wzgl5RQ0tzpH2TdcRZbDTTUGGjsOtcSpy9fYosNExKq/RY6KbHbRt5SPqSQ2lsc/0XtBbzH6obmRCM2Wd6jB+rod+eU4GaUhdoHJc6alrVOtQjwbHpDuFdC3p+BX85UpheOWWW25pULgTcFBJMzGTxGOD8/PzqVMMYVSrVSwtLeHs2bPJsufuCaK03t5e7N27N91s6VvJVDCyOFJjYZiBgnd4eBj79u1LDDQ8PJwmkWEgnqZKwc9zFtgHLn4uDlX6GxsbyZpWj0Vvby+Gh4fTLh16YTTPg5Oq1kapVEoATD0tFALupnSEr2hYmYcAjH1UYMExKlNSqOjnunh9TthPYDtEkrOYOU7emsv4KY9N39zcOuBqc3Pr4j0eKqZ7wzku1qcKl2NXMOoLnzTVRa8Z6Wq9s+9UQLt27Uo3surCVqFFodpobJ1OSyFDMMHv1NrztlUY50Ac63SvA0t/fz8OHjyIEydOpFCiWmukg3sONLdEwZ7ygysQfuYhD1WO5CM9h4AGzIEDB3Dw4EG84x3vwHe/+108/vjj6WJEBbzK3+rmVplAurHfbqE5X6r7Xeee4I3KirJAPQ+q5EdHR9P26LGxsbT+tU11Q5M+quDcM6rjdMXofEP5x7WuYIN0oXzhnHBcBEJMcKaFq4pGachx8YRg0ou7E5m7xncpw/g/w59qCFHuqGFDflFQo/WoglZDTvtKOU39w2d4vYTKbmA7IZ+7MSljud41TcAVNb1eBB7MK6KBxLmgR0HXuIJE0oDzQMDCrfrkV82vY7/1GAaOgfThWqHcZB8Y1qF3XU+CjvQt9bSCPXqU/+iP/mjn4ZXrrrsuNUY3pzLewsICgO34OE9SJIE4QcwuVw8F3XiMO9VqtXSAFYmpwokLRBcgF4kLEA1hENxwcVCJ9/b2pivsue9fGZkWtyJMKlIuFHWd6rg2N7cSC3fv3p1ut+VBTxwTF5kqOnXT6TjVFct3VAmQ0QkU9GwGdc3yHbWi2A6FJ4t6mzhOFR4qoJXmBKC+PVYVN3mKfd7Y2MCZM2cSAOV2UbdS9DAwHTMXgoMtVRisu1qtJuBC3tK2yDO60A4ePIixsTFcfvnliQd5cBa3BNPrwXr0Mwp9FabqweMaUEHpipNKU+dcBbLPCdcGc1tOnz7ddK8CsO3mV4Co4MDnQNe+exSUL3QdRcBUQzmcPypI7qI5d+5cOtb+61//Oo4fP57OQdHsfLZJmpKWpI/OoxoxfN7HpN4/yi8KcPVYqkVJpU0BPDc3h5mZGZRKpRTm1ZDC2NgY+vv7sWvXLuzevbtpOy77yhwOeoxLpa3boBlGVd7n2q3VamlMur4pZ/XANOaUUS7ofGqipwI9BW6NRqNphxDPn1FvjgII1kulr+uafVHvIA0D5jspSNbcAl3rKuPI15w70obz5oBEDTyuDfaT4aGFhYX0HHcdKRhjXRwXk8sVLJKPOI/qFdUDvLibjmPimT5qsJBXuClD+Z4GDvkoAm3sP/UBgWK1Wk1bdwcHB9PaYD9Vp1LO6RqizsqVQk/Hrbfe2uBx4kRKVJCcECJjJtxQ0XmyGN/hJKlLn+90d3djaGgoubMVvZLZFFGyqKBgXbooBwYG8NrXvjYRhMky6hKcn59PCgpAuquFCogEZ3vuQmL7nJBqtZoOsfIDu8goHJMKZk6WPqtuVdJNE910sXHcBAlEydpnzqEe9EUhSwbkwiYoYJ+U5hr2WV1dxS233ILTp0/j1KlTTed7KJ0Invi+9ttpyX5QObJ99ksVgApsoNnD4rRrNBrpxmFgO9nS+bWzc+sgsptvvjmdhMkLzqJDhyIaKd+rYKcyd2uX7Uc87uDNQZf+/Uu/9Eu444478Oyzz+KZZ57BmTNnmsJzLApy1bqPAK0qMq9H6aYl2qmgbTjddA6r1Sre/e5349ChQ3jqqadw9OjRdEkd+Vi9jg5wIitUv3dvmQpinQ8fJ4ueKaJz4x4zGmzkM7bN/g4ODqYbgg8dOpTy23QLfam0ta2XgIS3AtMgYDtq8KnXUV3nVDR81hPQVfYqXZWmWlQ+K+9wnhykRuFXnRe2xXwtNZIo7+iJVn7i+1yblUolGcMMWayurmJ4eLipbzzXiB4gemrq9Tqmp6extLSEUmn7Useenp609Z7vq8dlfX095QUxV4T9X1hYSM9riI3RA/KS6gFgW9/y4EnWw5A0QQaN4e7u7rQLjzSnEcR2OZfU4zxSQGlOwMf5pe5hwjVpp0Ccic+XdPfK0tJSOplQBZsqBbe8iN6UEVzYsIP8TAEImZ4TRibmonGQxAXBSSFgIeHdRcVEPh7hzMnWxcpDtpSpVXBqDJmCRl1tGsdz97IDFwVpBC0qxKK8Cb7P3y4I1EMDNIc6CBLUGqWHgn+zTt166e2qR4A0Pnv2bELd5AcHHACamFQtfqWvZswzl4NFBb0rEF38FAg6h7wXplqtYnx8HJ2dnenQLm+jVNrKD3niiSeaQowqsPUdtqvWj1o+6sZUq0DXFudP14vST/lBrRS1xN/+9rfj9ttvx0svvYQXXngB09PTaau0CjT3qnjdDor0naj42vQx5AAiC+eQFunq6iruvfde3HLLLXjXu96FX/mVX8FDDz2EJ554IiWj6/XhTkfnhUjB8X8Hf6SBr18t7L96UdWbyDmjMvFD6JjEzmTV9fV1nDhxAgDSIWY8x+iyyy5LeTgEWmyX4+H/EaBVLyDfIb15J1VkVJBPNY9C+YDuecoxpbN7E/g+AYjPA2lHsMTt4apr+D29xn6qK/tKL5eCfSrTmZmZdIgi+8/1Q5nEugAk5c5dh2xTDUXWxQPTuINyaGgo3ctEg5QKnnKkXC6niz/V86/HG5TL2/kkHOPKygqmp6fR29ubvGAA0rZx8gTBhq4J53ke9KgHQ1KfUmdwfjs6OjA/P5/uDKO3mDrT5b6XQtBBFxCZlpOuwADYtuTUenHrSQWbM6MDEgApgWtjY6PpLHhnXi4OtVrUlakE5eJXl2ulUsHQ0FC6+4SWg7rZ+Ly6Dn1xqetSf6u1r7sKVLBzkdCK4TiUSVhcoUVFFzTrJD10fsjIvEelXN7axcP8CQovnadc6e7uxvT09EWKRN+P+q7uVAVtyjuqhF1Z0EpQMAdsAxM9KKzR2D5DZHNzE/v378fq6mrTSaWsVwExPSqq4B1w6PjUUnYl7Z/5d0Ul8gywf8qT9XodJ06cwAsvvICTJ08mC0hLzmLN8ZSXqK+t+s8xODjQuSawIs03Njbw/PPPY3h4GDfddBNuu+02rKys4OmnnwaAJk+d8lKrvjlYd+8GSxHf59pTK5qCX70ftH41p4LJphwLrfPV1VX09/fj1VdfxZ49e9Df349qtYqxsTFUq9V0A7PG+3UN5vofAVxdm+QnFl1DDk7UuFSQ5gaHv1sqNW/PViNM+dsNT73WgEmz7IMCGp0LrlvKORqfpBnDdhw/FSkNKg8j8xk3LHV8CloYVtKdKwo6uHOEsowhMfaX+ifK2yP9KNtoLDLMrsnmyudu4PNzzT+il4zhGcpB9eSxDs0TcWNMS2F45TWveU1DgQSFAIB0eJVa4WQKT/bRASuK1Bg1icBzQPbu3Yvdu3djfX3rBlmezKmLBdgGPER5PBiKbp61tTWMjY3hLW95S2Ietw4Yl+KJmOpRULc+x+LuZrXaOTksnADW4Z4hZQBdOJqYxqJCISdY2B9NkOTfbGNwcDAtxkqlkk7UPHnyJE6fPh1apE4Dtqe7MGg9abKnCi7WoXPA8el4VHCoQHPLX9slDzIJjvPrrnN9j3NPOukFW9rfrq6udAKvCgKOX9vRMSgIIK87QMr97TQrlUpNQk49XfyfCaI8EI1gg8JH+SASllG7zut8PiqRdaN0yPGQGxS9vb2Ym5trEozMw3rDG96At771rTh16hS+8pWv4MKFC+ko8Qg0elscm39WpCydd7xOXVsq93xstNi5q6Ozc+uSRm5npEXKpHTmIdByJhDQ+R4YGMDw8DD6+vqwZ88ejI2NpQRQ5T2dN8ok1uVWMMftHtLIAHKlprlfyjuU0y7//ewQvkPZoZ4IjpnPbm5uptyZwcHBiwweAhrWSyOEsp7GDb21vD+J8kRvembIoFzeumRwc3OzKZGTYRnVT2yPtOZ4GQJhLgtDt8vLy03nczQajab8PF1H9IyVy+UUmtN53dzcTLqUfeRYSDtec0G+9EMfOacExQpi1KPE3Budu6WlpWwiaSHouPzyyxtkOnaCi2BiYgI9PT04duxYIrQnLerC528KTk0aIhN1dm7tfydT8IhrHnJDjwOJyMKLsTY3N9PWW1oTa2tr2Lt3L9797nc3IUUWFfTqotcFwMXi4Y0cmnOrwYW1KsJIILvl731VupXL5SbXoLY3ODiIyy67rAnUVatVjIyMYHV1FTMzM6kv3OZ84cKFpi1+Ou86HgpXdblFikvH6EohUl66aNRLpKEFTZhivUzWPX/+fPLuqMtdFS3nU93RbMMXtwpPFuWTCAgB27kM0Vz6Tgall4N89pW0VouCoaKbbroJ/f39OHr0aHLrMhwEXLzLyz1J5E3lHeV1FvKA0rFVcctbFSH/dtDB9t0bwXFffvnluPPOOzE+Po7Z2Vl88YtfxJEjR9IdPRsbG+myR77vYTwdB2nNz7Q9V9rKmzqvzhPO2xqSVXlKnlYApryp36+vr2N6erpJdvJ7vktwVq1WsXfvXlSr1XSeCJUc59LDQOQ/7Z+udaWfAnN9V+UAFa8bKMobmm/iOWqkBT0U3OVYqVTSCcPu5QCQQhnsr17B4WEjGgEbGxvpolIqY96arQaqnh/FE3RLpVJKGuUORp7BofJRw9ocK9umftFQFQCMjo6mdlUeECBNTU2lkDZlBz0mzE2hkapbXpmYOjg4mI7D4LlWNBpLpVK6OoT007OkGMaZm5trMhjW19exuLiIf/kv/+XOczrUwqWw5wTwanC6qhjC0KN3lTlZB4taEFw8nADGoZgVSybhaaW6OBuNRootqcchsqYBpFthXZG5t0AXs/ddLdsIVDjQ0u/UenMByLEqEvWFqv0DtsHatddei3379iWm18XBY37X1tZw4sSJtJA5BnWHKSij54DC0cfHeVSaqMBSAa5zwDlX2ik9yfQ8vZXuQt0OOzQ0hL1792LXrl0YHR1Nlv0zzzyDY8eONbmvI2CniVpqiWqJQkNqhUVeGp9jHbMqGfJbNH6li3qSKED8bIkzZ86kLd+Li4tNVhnfdc+Yl5xLVHmZa0qV006Kt6vghfzDHyoECmSui87OTpw4cQKf+cxncMMNN+Daa6/FP/2n/xRPP/00Hn74YczNzWFzczMlb7rn0hW805tFAa8DhhwNWZ97RfiZAkqtk/+7V1NlKD23CkaofPg8lRXvoDp//nyTshwZGUl3zYyNjWFoaAi7d+++aAu60q1c3r7JVemiSjwqpFWU66YgXunlNOH73C1CuabeDtYLbJ/eSf4nHyhQ7+rqStt41dhoNBop+ZPf0XugCb3Atl5kiARAOmhyYWGhyRPV19eHUqmUtpEuLCxgcnIy7Y4E0JS8qmBvbW0N09PT6YoLvWGc3vyBgYFEs1pt614ZzR0ZGBhIaRI0ugGk5xj24bkgPGV5cXExgdLe3t6UPsDQigK+5eXltE5ZDyMPUSkEHTxZlAygiunChQsYGRkBsH0KniI3RXJkLtZDZtX4GIEM31fh4HWTeXi3yMLCQlPuBRlS61hcXEx5G1ycZFAWDfVon5UGbhmSwXJeCdLLFXUUF2O/+Y4DDvWQeHn55Zdx4cIF1Ov1dDIs+0n3pNZDYaoWBevm55oop2PQhelWtFrxqlBVOCmgU4XDzwg4GGccGxvD2NhYugeDF9h1dHTg9OnTeOaZZ7C0tJRuKlYho0W9Espb2i9XRA4KtM865yrEVGjq8z5+B+Skk/5Ni13Ho1sV6/U6Jicn0/ceWuBc02jQedG2i4qvC5ZWoCNaR9GairwPBN6qrKho+fP9738fTzzxBN7ylrfgve99L6666io88MADeO6555J15nzPomAiGo963FQ5cQzsl8u1XIlCNNqGegf4vMsaDZGxT3oAF0ECQzMKEDc2NjA1NZXuFNIdCcPDw+msnNHRUYyNjaVkes4PkxoJZtXo0/G7EaL8qB4hpbnLB/JplJDvxiDbVONV+0AZz7o0FEAa8ORiPzVU5R/DMqpnNIeGcmdoaKipTYIFyivKWfXaUp8xfMtneWYRgRbboPeGYIXKn3V3dHSk8zV41hGNFnpAqtUq5ubmEvDo7u7GzMxMMi4IuMhTzKtcW1tL5+bQU6V0ZomM5TTnRQKnWq02gG2BSKRUKm3F0K688kqsrKykbTncRz87O5sWvCoUIiUOnJNVKm3dZcG9zwCSO42Ty3BJZ2dnchUODg5ienoajz76aNOFNjzYptFoYGhoCAcOHMCBAweaLCktRZ4HRbjK/HyPBNaFpejbFxkFgVpykXXEokBKF3ikBIl29TP2wUMECgYZuuIcq0WldHFlqshZFXpkPRZ5hJTmFBwTExO46qqr8NrXvjb1/dSpU8lSWF5exvnz55NLkHzCRUK3rbbrrmgFX9pnHQdwcXhCAUekMBWIUhiqggEuthDd+iMPsY+Mt+qV9PRm0T3KnA66Vz1UpOEk7TsVmnpfHHwr3ZTXtbgXwXlNlRBpo22QBgqYWKcmYDOTvlKppDtwdu3ahY997GPYt28fzpw5g+9///t48sknL0qE15Jbc86PauHqOPV99UDoGJXH9X/1bKjnVfvm4Qr/zn+zH57nRiWqNNU599w67hYbGhpKF3IS+OuuPtJFrWhdK8r/GmZwvlLg4TzlIIyKkO9T5ilfqzdG+6neRgXgKi+4pgjsdDt2o7GVS8EQDD+nzOU7BCZ6a/fg4GAKkUxPTzdt06cXgYmgPKSSc9Pb25uUPudSt6ITUE1PT6NUKiUvB78bGhpCvV5P22G7u7uTZ5Q8oIfvUYZsbm4mXqBBR73e19eXQBf5VI3VpaWlS7t7xbNeee5ER0cHpqencd111yU3jApUZQBl9NwirNfrCcRQGat1zsQbtdgY1yQA4ZkbaikSfZGIVEwqENzdx37pOBQcaXHlpHV4jFcXjj5DQaZeJP3OXePqjnZlqotNF7OOiX8TTZdK27cu+g4HthfVwe+cFq7Adcw5gKtCnIich4Strq5ibm4OZ8+exYULF7CyspJc6Dz1r7e3N9XF7W2KtLV9FWw6f5GbOAIaCsSKrFsFdQp0Fdj4+w5c6/V6Elyrq6t4y1veguuuuw7PPfccjh07htnZ2WSB0vWqB+npGBwsRHOp8+xWttJR5+wXURygUpaoXFEFXC6XE/jS5++77z7cc8892LNnD26//XYsLi7imWeeAXDxWo1AgXoa+KyuP193RTRw+jkPKrDS39oXBTFA88FqrNvf5c4qYDvcAGzLDdarxo6Gcer1errRmN7gqakp9Pb2Ynx8HOPj45iYmEB3dzeq1WoyHhXkAhfvUtScswioO0+qDKG80nd8DnV8KledpvV6PeVqUKeoV4iAnobx7Oxs01ZnNVz4GcEd50vnWj0dNJAYrmG7BEFuFHFsGuLmfLH/nEeCMd1ZR7pRh5EmDDnRO0Kdqtc6qC5x2eB3YnF+OWaCuFwp9HTcfffdDTJFT09Pcsmsra3h6NGj2NzcOnnzxIkTmJycTIRSF5cLLBJLz8bY2NjA1VdfjT179jQxpiostwQ46K6uLjz77LM4duxY050TPNFt3759mJiYSGNQweLJPSxcBC5wmggngKlcLqdLdYAt9/db3/pW9PT04PHHH08HuXAyVNDkrKJIEUZWYPSsj0cBoY7PXZdOA9apFpnSQi0GKjsyuQIe9yIVWTRcQIxF0hXs1pWXCOC6VysS9mxTLaBIqaib2McDXGwF648ubhemOqdMDqOF02hsJXz19fXh7rvvxute9zrMz8/jwQcfxLFjxzA5OXlRH9mHCOhS+Oi4o3mNjAb9vlVxq9OLfqbtKF08D4P9oOAnzdUooDf0tttuwy233ILh4WGcOXMGf//3f4/jx4+nXSJMNNW7K1gfBbvKCRX4Lpc4hy5k3YvDZ4E4SdffVT7mOz53Tl8HTfq50k/lDXfI8Dt6lHQMVHz04pHufX19GB8fx+joKEZGRjA0NJR2UlAWcG40F0A9DtQBKgt1/JQHTjftG3lCaUYFzLWk41VvMH94PQX5SROPuYZd/pAe6tFX3cIQBP8mkFldXU27Zdg/oPl2bQWdzK/hHDG0onzK0Bd/qAPr9XrKyWDeG+uemppCqVRKuzaV1hw7owyvvvpqU+6M/k0acpyc749//OM7373yn/7Tf2qwcSaIMBGTN+Ctr69jYWEBR48excmTJ5sWsTK3Wr6lUimdKEd0ycNSdCuuW1ylUiklQDLUwv/1kiMybn9/P0ZGRtKZHysrKyn00tGxtWVJt06xHe2rCtAcrdge3WqVSiVdN8/TAyk03JLKgQtFmUo/zTtg23zHlYpbROxn5J51Qc86va/aFtB8+p96ZyJF4opaFbNbQOqpohdGvVhaXBjp92oZKuiIBJi+r4KmFThTGrtyIg1UmCttddzkb3otJiYm8L73vQ9XXXUVSqUSjh07hm984xuYnJxMglbDIm4p5kCa5iLkaOp1RcXnzEuOZlFfvB71srIt9jOKF9N9zBh4R0cH3v3ud+Ntb3sbKpUKnnjiCRw5cgTPPvts6puHLnQu/fMI1Ct9XVa0Awgi70vUnj6jPOzzm5vvyCOpn9PKZnhB72rRzxqN7dCWAzCGZAcGBtI23sHBQezataspEZFWP5UUgYmOX+dAT/vU0KQDOspLBVgMlfBZzrceJsY2yuXtY75LpVLTGVWUmewXaeKJrwqqSFeG+zURs1QqpRwR5ZVyeTsfh++y35rPVK/XMTAwkPQBvSi+lgl4aOwypEKPCsNIfgkotxpz+zaNagd15fJWDsva2hqGhobQ2dmZ7pUZHx/Hb/zGb+wcdHzgAx9okPFqtVraIgQAy8vLCXg0Go3kCqd3QJEh/1YgQaTGAfDZjo6OpiQeXzRkVk6KJr0QSNCDQbDR0dGR0Jxm1arrUUvkmlPGI/NFhYuVCJGTxgXh9FZAUZR8w+LCS8fQjts/VyL3offV49V0HZKpdUsZn1ckrB6TSDCz35qsRVrqjg3tj/OZ0ymymKOi/VE+dfDgtHXeiaxYrS/qjwpF0v+mm27CnXfeiYmJCXR2duIrX/kKnnjiCSwsLKTMc9ahXo1cP6M+q+B13myHh7z/0XtFXrTIY+TAU5UIi8b1XXFSeBL4Ly8v4w/+4A9w9dVXo16v48knn8QXvvCFFJrRPmidDjgiD5H2Wb0f5HX3driVzHEpHd0g8PfUIOE7/r7T0ttVl7g/o145B81MSlTlr/NDT5Ov70Zja6fHgQMHMDIygj179qTzgVTJ6ZkSEfinzHGvodJBf+jVUNnL+pT3aZnrLdbqBaPyVsVMcKCKnvKI+oy7V+r1egIdOueaC8g+kA4ECeQFTRbt7OxMpz4DSODF55P00nXBnBQ1ZtWw0noINgA0Hbuv2/F5qjPpxOMt9u7di49+9KM7Bx2XX355g4CDk60IV10+5fL2KW8aQuBzyuyl0nZcSC0Oei7o9WDog/um6QIaGBhIiaL8nIy7sbGRthgBSIqRXgclGMfiWeiR8FariMCHgEkZQ93sfJ9uc10sGkeNkk7VfegK2gUNBYS7h5X+XiJPSU756GJRBc9QxP79+/HOd74Tm5ubeOaZZ/Dcc88ld6ouVB+H01npwrH496ogfBFzjvTHPTp8niVyi3Ns+pm/53TUQvoQQJBPyIOs08evIO6WW27BTTfdhIWFBfz4xz/G6dOnkxVBuvMQMPdquCuYY8/Rwec9Ai3Kczp2V1quICMAr+uNtHDrnVawW7Dst64v8j9P71Rrksdd33jjjbj++uvx+te/HsvLy/ja176Gxx57rGmefNwuy5wHI/ChY3A6+feR4lRly3c5dyoz+J1att6G9znyoJD+Kgf18DvNFwO2dgFS9lE5a46AzzONPN3Czt/0hAwPD2NiYgIjIyNJVgNIypf9UDr7qcDRvJBvmO/nYMp5WgGdhifIT0pL9VzyCAIFIT4/eiq2ywc93oBtajK/ngRK45rhGm2HR59zTvn+3NxcWvdckzz6XrdGs198RvW+elOYtL5//34ASGeF0FnAPMoPfOADO08k1VtRI8Hk6FERKoCmW+nIBGQ+EkFdWqXSVnyJ8Sd1yWmS4+joaJP1TCbgs4yxkcE3N7f3aytw8l0JaiVwAVK55RQ3x6rWPb/j6agUiEWeEgo4BwNqLbmSUsFChvLn1cuk7xWFUrRvZPKc4KzXt7bovvrqqylRiovUQz2RUPb+cb48EdcFtQsMHZPyJsEPec7nWesj/7pyiQQ16/F+cg5cIXNcHtpQEEbXc19fH37yk5/g6NGjyeVKwanvM//D6aHzT3535aR9cADrSjPiC+2/fu/WU46vvB6dF6ej943P6POULbpFtlTaCgvXajU899xzOHr0aDrb5Y477sDS0hKeeuqpxMc0anxXB4uDjKLxRQBNx+EGhr7vvK40igCPywEvuc9VdpNXHKiqkdZoNFI4WsvGxkY634FheD6vhgDHTCA3OTmJhYUFVKtVTE9PpxtOx8fH0+3cS0tLaQMDDSvOC0GHHn+g49R7eQikfC2T1gzL8bRR7gDjj86H0kY9NQqG3VNFPaDKXQ13TQ4dGBjA4uLiReEa0lU95/yfnhqGwdiObp9mH7gVV+dIQSHHz+f7+vqS0cQx8fyRubm5ptwq5uLp9tmL+DGy1FhuvPHGRqSUdbCcNJ1QKk+3HBhyYCKKTij3DmvSkApETm61WsXBgwdRrVYxOTmZAMXq6iqWlpaa+uXWky8+F2TsC5nYXbv6mwJHlU4TYUvNiUV8xgUvFV1k7eXo7sUVDxGxfqcCLFeH9l3/9sWqgolgkKBLF6de2Kfj4N/eb12k2vdonOriLSpc2A7iXHlFVmKOTjml7bSJgGqkYPRzCjKnA/nJ+6KCXYGggj59T+cyom9R8e+Vv1VR+v9OH+cD5zf+Vr71PjsYUGWgRkW9vpVIp5dhvelNb8L73vc+VCoVvPjiizh69CgefPDBdJqi0knvBtHinir97Qre59KL8wD/VgXm9PaxK82jvrJEIMr5RPtLo9EVq8pUrdsPK2PuA71Wyt/0ZunhZADSVuihoSGMjIygu7sbV1xxBYaHh9M4uRuR4QbKbO70Ylsastb8kJ6engRSKKv0UD3lMfX6qF7SrbJ6eRywfTo3C8EalbEe4EUZdejQIbzmNa/BiRMnMD8/n/QZPRjkBf5w2656uUlnts12FhcXkzHPoykIsCPjlXxBz4zSjnKdp5cqLywuLiavxyUlkt5zzz0Ndoa/I1eeF12w5fLWiZi6PUndbGQ65lsws7ynpycdeTs6Oor+/n709fXhsssuSy433hVCxLywsJA8LmSGCGy4FauKRAV8qyxzrc8tW47PLRz1rrBPOaHgRcejbbrS1kWi/WFfI+EV7dJhf7X4GJVBWa8KfPVkuPLT8aqA9bwHtqGhFy3aZ+1DO9ag8rHyAhe2jsHBkLv5tR0PCSgfqKKOduXoeOmlcVeqPqtWhYalSOcIrDjdXA5EciF6xkFHVPw9B14OPFivvudrUQ0AH4/WRVmhYKyzsxMTExP49V//ddx4443o7OzECy+8gC984Qs4e/Zs0/zy/Sjk4WMqAqvar1agFohPuY3aiYydXJ05PtBxUX7yFm6GANzrw+f1HZd1qiuo/DSnTg0VveaCNOfv9fV1DA8PY2BgANVqNW3VrVarKJfLTfmBbqxxRyGVO0EFrXjyBa19hkLYX50L6gTmSbCot0LPhdHzPDhONQwYjmFYoq+vDyMjI6jX6+kQLr1/h/XqnNNDQUNM5RfngJ4H9pO6WGWFglzqmXK5nE5p1XklsFG6qnG6sLCAtbU1fOpTn9o56PjEJz7RUIbkb7fAvCjh9TPuHCmVtsIgjOXdcsst6OjYOlBkamrqos4zgXVubg6Tk5Np0qmguDWJ7UbWMYmmVi/7T8HeynqOFL4KNWcu/q3FAUbkxYiUAv9XK0EBhI6Ti0o9NkWWlravfVe3Ys6CcgtI58G9DN6+85Jbsa28GFHJeTJ0bN4HFT6swz1dDmb1c1UEOaDq1iN/e+Kd0kLrj9zjWldUCPxZpwI8bacdgJEbkwsk5xOnd6ScHQRybev7Ojc6DgV33r7OKwGexs4B4I1vfCNuvPFGXHfddVhbW8OTTz6Jb3zjG1haWkrGkq4NbUd/s79RDov3R9dkRH/3JOj/Cqid5kVzlvPWOF0pWxjiqNVqOH/+/EVrU+tVuaO8zNAMeZhhDio2egoYAgCQrj3g32yDcppJkWrc9PT0oLu7O925NTIygt7eXkxMTGBwcDDlP9TrzTfYAtveC70TjEpZ6a7jJVCI1pMaLgRH3O2ivKgyXMN5BCq688aTpjkOAiSV08A2EFHjUz0gHoIkuGYdGpYCkHJs2AflYwVaANJdLAsLC/jjP/7jnYOO3/md32lwYnnAlqI/Iive8tjT04NrrrkGu3fvxtTUVDqEZWRkBAMDA03nZHCyFxYWsLS0lBY5jzT3nQkKCkhkTjwnTIVVhMQ8FOIIP1JKOtksZCqdWBUmyrCRQuJ37nGIwIYysVoUmqug1ggXtI4vnHgZp/YxesetLFci2tfIc6T/+1h1EWo9/pz3KweENPM6Nw4vXpc/p4mG/h776yAFaBbq5C2CZCZjUbB7PoLTIee9yVm2Eb30PZ0nb4v/5+pQvi0C2F5ygEMtK/bD4+jaL1WQ/CziLe+Trm/3vL7uda/De9/7XuzatQuTk5M4c+YMvvKVr+DUqVNN8kfd8Zpno/UrSFS5kvOwFXlUozmOgBU/05w1lii5PCrKA1RC+nkEOvRdnZecR8bXEN/jeTSkKy8upEego6MjbVRg/5R/S6VSMoDYRn9/P6rVKgYGBtDf34/du3eny/C45rjzEUATKKInhFuEfRzMXXFjj31aWlrC0NAQSqXSRTsmVZ4qUFFZp7yva40eC+o+zadQUM01rrf+EniUSqVEUx279kf/52+VrZRlBED8u1arpbvQ/vAP/3DnoOODH/xgo1KpYGhoKF22xjMuenp6MDg4iMHBwbRNdWRkBPv378fg4CBeffVVnDhxApubmwn5LC0tpVvr9DCW6PSySJnxb/3cwYSjfp1IV37uwuVzzhxuYSiQ0XccSOjf6pXwMwhUCfB/DVcQoBHBkmH4PJM3mXgbbb3VfkSWkbtHtfBzteJcaenn+l5UpwKNXN6DWxGRQnPBpnOXeycqSg/nFx2r9icqyqOuLHgGzdve9rYUTz5z5gyeeOKJJEiKknt3Ajq8uJImv0XtsLiHSp+9VNCRezYHICPlGHkHfX7070hB6/9M7q3X6xgeHsZHP/pRXHXVVUkZfeELX8D3vvc9LC8vp8RdYFtBuVcmkmf8vIg+ETCPeNs/i3g9MqooJ12uenFgpPVF76lM4HouAjc+PvaN59N0dXWlS8xqtVq6TwpA0/0nytOuxMnfDEsoaOQxCsPDw9jc3MTIyAjGx8dRrVaxe/fuNKcEllo3lXGtVks5JZS3bIMhE27zZ5hFPRlcQ+y/yzqdU+6KIU8xlEQ+1x059N6pwa76g3Xye/dMRaBfN4coH9fr9Sagod4abub42Mc+FjJ84e6V66+/HhcuXMDAwADGxsYwMTGBarWaDjvhhWs8i4Hb+2q1GqanpzE5OZmuGVbBQAXH356MQsbOCZLIKnNG1veiz3SSXRi4tcw6/EfbdyWl7xYpKn1GQxOcULrfybwrKyspeZM3Jg4PD2NmZgYrKyspi1zH6ImGjqSVdsDF+RYuDHWRRAIusjqLAOGlFLUutf9Fgj2nRKPvIz7JCd8IJHmhlTEyMpJupyTf585ncbrnxhCVKGyn49IxReC7VcnRslX/dtKOewLb6UtUv/MmhSata26tnZ2dxf3334+PfOQj2LdvH7q6uvC+970Py8vL+P73v9+0RVINAJcTTvMIMHrfWvEmn3FQ7J5Vf8bXub4XFVVGDlBazYV79ZQfcnOkHmkmVlYqleSN4OFTlMmLi4vpvBDWw3lRq55AkmPn37xxm7uaLly4gPPnz2NwcBCzs7MYGBhI23apAxgi0RCF3oGk3iYNaTBXUQ1IghHNE3H9pJ4/Kn73MrCwbjV4+ZyCE65zBRIEMgQvOj+uLzTM6HTVee/o6Ejbg3Ol0NPx/PPPN86dO4fz589jcXER6+vr6RAwJrlMT083XUFPonNQHR0dTRnNTY3LAiUT8Xcu3uhKTiddAYYzPd/xCXNmYT8dXOSEuE6Sj08FOifI+8fCet1KUvp0dXWlY4dvuOEGTExMpLtnzp07h+9973s4evQoFhYWmuqIrJdLKSpUI2ChtPD+6xxFilD7p3OfG4cCKR+bWww7Keo1azeRmCUHEDgebg9XAbSyspLGk1MEKjBcqeRKZNHmeDcqFHwRKHNlElnEub61Awr1GZ9DFazOS7rOtJ/6PPtIueHH7PPSyssvvxwf//jHsX//ftTrdfzgBz/Aww8/jFOnTqFWq6FarabwsdarCb+R8vUxRcaNjtVp7vwe8bgqHjXicvyl7UV1Kd2Lntf+e0Jz9IzLCZW5PBOC8nN9fT0Bgc7OTiwtLaVcDIIQ6hnlW103XG8cBw06tqE39vb396eckLGxsXQgF3MS9YJRDb+ybdapW1HZdz9eQb0G+kPgUC4371QplUopFMswWJRESjDB8fNZhuVV1lKH67rXd6J1zj4TfGmfS6USPvGJT+w8vPLv/t2/a0xNTTWdc6AdYAxtaWkpLT7uFfbJYGdVoURMqwRXBiU6VOGhDO7CSBGats2icVcvuthdSDrAYDuRa9zb1HGpy0oL+9Xf34/R0VF0dnbi4MGDGB8fT3cblEolTE9P49SpU1haWsKpU6dw+vTp5ClxpVQEmEgzPdhMGZggQ+de3ZoRLbQd3zqmtAG2T5JkUUEaAcjcvEQlardVcRS/0xJZtXR96tY3dX+WSqWWe9vdwsk9wzF4Ub7NWZ1aItChwiyai6J1w9JqDP5+TtFpIrWPOQK9rC/aDl8qlZosUj7f1dWFt7/97fjVX/1VDA4O4sKFCzhz5gweeOABvPzyy039UiXn8+ueWPUsOSji/3SL8zsH+ir7vB9Ou8hjy/8dXOd4yI3ASOZ5qCWqJ9fXiD8j4Fwul9Mhj3yPSpt/MyShyp1ykfJGx6Anajq/lcvbR4n39/enI95570x/f3/yaNDrpaEVvQFXx6ngRD/XsAvQHGpXAMBxehIpQ0A+T/xc51/vYeFGD9fd7B8PK1NdwHp1lxOwpatXVlbwR3/0RzsHHZ/61KcaHDh/KwFVQOvAvU61HnUgqrwiT0aRxaOTSGZx95L33fuvHhQXxCrQfGwqNCgc+BwXAMGXurGArYmuVqtYWFhI7t3FxUUMDw/j8OHDOHDgAEZHR/Ga17wGvb29mJubw9zcHJaXl/HSSy9henoap0+fbvIuaV9dOEQ0K9phoePPWSU6T0XCSb/PKQ+dF/5f5KHg86oAfXy5/yOXsY+/HWGpACwqjUajyevHvuT4rJWCLgJbOa+QtqFtqeJx0KjvRPPjYFb76XPIeqKx+fM+HgeaRcVljvOpthkpWW2DRhTnjcJ7z549+NCHPoRrr70WXV1dWFxcxMMPP4xvfvObWFtbS8mPWl+k3Ito5/IqesbH7SCC9NP3tNBNn+MJznsOePj3RXPTylvJ/EA9V0MVnXuevR+sX/NUGF7RxFme4cRcDT+kUcdDWU2doMqa7XJdd3d3p7t+enp6sHv3bgwODmJ4eBjDw8Nphw3P/tD6FNCrTswZBA4s3BDM0UnBq/N1o9FI3hr2Cdg+c4RjZU6Mrhu2y5NK6XXhVmMmtF5SIuknP/nJhg8mEswRUxQJ2EhRtCN4SUj/3pNd/F0WV8hEwpyQyFWrbeZAldahi5cuMea00E22ubmJa6+9Fpubmzh8+DAuu+yyFAcjSjxx4gSOHDmC6elpzM3NpaQonvrJfum9JK2sFAVZEZ0V+EXKyMfrNPGFwTr5vyP7aJ6KhKZ+3oqPIoWlfdZ+tgIarZSfKxRaRy4kfExOq9y8sE5/v1VfI4UcKarcc1F/dwKQtE79n0KU/KYgXuuLrMNI+Xo7ub+1LveQsF9M9uN80ENVqVRw88034w1veAMOHjyYkuW/9KUv4dSpU1heXk5WosbHde4jemnRHSMU6sC28mhHDuXWUg6gOEBiHW5IKa3clZ8bT65wXAw3trpzKuJFBR0s7mnRcfAz7rTQJEjuilG+YHgoOuhS+VLDvOVyOSWq9vX1YXBwMIXAmSvCol4KH1sElt0Y03AZ9Z6e2s16NHSjng6OnXTkRa6UXUDzAZ2bm5uYmZlJawJACmfRC8KfcnkrbPn7v//7IVMUJpJGQlsnMefS1M98MnPWjbYZWTm6QPxddyP69zo5rNcVrDOnj6NonGQI/t7c3ES1WsX8/HxihFqthte+9rUYHR1NR/3u3r077cvu6OjAT3/6Uxw9ehRTU1OYmZlJYKWnpycBi+Xl5bSDiElRysxRIbJuZ74ihm8VZoiUWo6OOYsPiEMIucXoimgnlnEONOZKrs4I9FBx6fcUCg7mipRzDoTk+hGBg6I6dG3mFGMUsvw/WYp4Q/usRfvm7xfRLwK/wLYXUO+3oQJ65plnsLy8jDvvvBODg4O4/PLL8Z73vAfPPPMMHnjggaYbbt3bF8kmbzvnRVB3tspAypucx9m9jL4++X20e9Dpqd6DXNjD+x0V9fy6x9WNNu2Ll8gL7cV3GTYa20cNKPDh/GpOiOoUP6UWuPiyvEajkbwps7OzSa6fPXsW4+Pj6dbdrq6udI0HQaaOlX1WeirYcxnJ0JHnEpGGbtjo3BPw+5zyc4IHvre4uJh4sV7fvnxOQ1C6OydX2jqRND1cao7nK8HDyjOLXz93IubialF9rf531xg/0+JKyBeRjtf34/N7bZfomPG/w4cP48orr0R3dzcOHjyIzc1NnD17NiXg/uQnP8H8/DxmZmYS6negxKQqFYgUBDqeIreojzMCGMq8fMbnOxJuEe31M/7trkx9JwKUXod+FilK8lNEA37m9GoFqNp9Tu9WIA3cglPLSceh/efn/rtdhV8EMlzpsESAlLzWjucp1+eoP7rmI8VRZNlF9bPOqG8aZ9Zn9W/3cmpddC8zH2B9fT3dCfKe97wHb3/729HV1YXl5WXMzc3hf/yP/4FTp06ltlmHu8IjgBTRKPre5WUr4Jprw+uLDD8FyhENHexEfcq1yfeBba+ChslzQE3f0/7oGPx73/7t4E3lLnfQ8FZV1ueHbUWyWj0EAJouvezu7k6eEZ4fMj4+ju7u7pQnwvCQgi8NiZAmKveV/rpjh4WeGOU3hpDobeHfBBJ6+CY96TMzMymUODAwkOqjZ5C/6T1ZXV3NejoKQcddd92VvlT0ooyaUzxRFjff5bMkqtahjKd16rs5xQc0J2u6snQ3obrAc8qIk6wuV/arVqul/fwHDhzAnj17MDw8jCuvvDKh2vn5eayurmJychJHjx7F0aNH06U8HL+7ZJ2GPj5/rpVFWyQ4WCI3pbpR3VNFGkV9LAKF7pWKBKUKO30nUtYqzF2JuYIhUIsK29AL0pRnOVaNIasw0i1w/K3tR1ZKJJxd4CjoyykR0iD3edQfpYtbOfzt5zq4seDtuqIkkG2nRIrYlV87QMPH5mfiKF/ldleofNDtiqyH4Pyqq67Cr/3ar2Hv3r3o6+tDuVzGE088gfvuuy9ZheQl9YDws2hugYvznfxvFspK5fcig0Dfc8VEpaW7RHz9eF2Un278OD25hl2GqCHnyZ0/b1GAAGzPWWSI+t/8n+CHOSEcK0GLhkj0klEdqx/iyOPldV11d3ejWq2me1F4TwvPyKpWq6jX6xgcHGy690Tlia5FTarVY/wVnLDPHGuj0Uh6iYmhTJDl7pS+vr6U48EzUwAkfuEY6X35vd/7vZ2HV1zIq1DJCUBOqLrsdCFEAkWLIj3viyvAiIk91tVqfP6MKkVOJJOCiPzGxsbwpje9CQMDA1hfX08HzJApT548iaeeegovvfQSVlZWsLq62nS8rit1Krpo10hR31lcoURCVpWJ08YtCk0YKrK6VDDlvBU5a8X7qvUUAWFty8cSvafPRe5c5xXSXfvN53iGAJ/PhfwioNeKDmzb//Z+RAK5SBm7lcPP9Lc+63U6n5A+RQo/V39RiQBi9N1OS8SzO+kThaiDj1KphJ/97Gc4d+4cqtUqfvd3fxe7du3CG9/4Rhw+fBj33XcfXnrpJSwuLiYBrnPqYWqtNwLeubmhElWFE3mGo3pZ1BPAMeszkfeZz+r3kdxVcBXpAQfx7ayTdgpp09XVhaWlpYtCFJTD7jHQQn4fHBxsqnd+fj5Z81S09Xr9om299JARKHR0dKRDxUhzhnV41QeVut+wPjo6isHBQYyOjmL37t1YW1vD3NxcGkulUkFnZ2fTqazULc5D5APeQ6Nz2Wg00tX0/I6XvtETxL+Zn8h3eSYX6ZwrbYVXXAi4pamMohfpuNDVeiJhqPUX7bCIFqNaotHz2k5O8ORAVVdXF/bu3YvrrrsOV155Jfbu3YtGo5ESPo8dO4apqSmcPn06xfVWVlYwMDBwEQImjdR1p+27y7FIMeT+dhpH4Coq3pa72H1O9bMIUEbCT4VkVIc+H7nXfYwu4LxOfSayIL1QIej3ys88CE8FuLatrvSIVkVKL6KZ0oG0azWf6qKO1nfR2tOSO9lW+6Fj8jCUy42iEj0beVl2ChpUTjj4zsmYCMRTSal1Tku3o6MDQ0NDeNe73oXbb78djUYj5Vx97nOfw89+9jPMzc2lunNnsnh4IBprBEyd/i7HcqAzap99V6MnR3v3/rJu5U/S0kG61u264ectboT29/fj0KFD2LVrF86cOYPjx4+nE7a93ywOEEkXnpzKXYgA0u4bXhOyvLx80XUhrKterzddEe88yHtXvG98p1wup8tPy+UyhoeHU8hjaGioiSfdY6XroVTaDqfzc/cEaQim0Wg0bYhwj2y5XMba2hqWl5fTWvkX/+Jf7Dy88rGPfSx9qYtNhaO7q1QIOSOpF0IRb64PzsxFLjyvM3ofuBi1R+2rRQcgIcjx8XGMjY1hcXERFy5cwOLiYlN7zMZeWVlJR1v39PQkpK3MxlixFhUYOeu9iFbRwlW6RWjehUCuRMKFtPLn+LnPh9eVs9D1tyuK3NiB1mcC5Pqi7UfP1Ov1pkOBOD56vvTyJwDJMvbxans+ZvXuFQnf3KFLUZ1+/kkOsEfj1nXq4DMHOrw4CCkqUV+8bgWzUZiRz0Rj8OdzgEy/cyWkt58yoXtzczOt5bW1Nbzuda/Dhz/8Yezfvz/N6dNPP4377rsPZ8+eTedH6HyzHQ/RFclmB/hOO5YIuEX1uBWs3iwNx3h7qhO8z7ouPY8i4osoVLvTorTk3FAO79u3D7Va7aIzVvQ9lWtu/FA+85yQcrmcbr7lmRf1ej1d97G+vo6VlZV0oR0NUPdssbjBoxsAdL0yf0K95pVKJd3KzkvuJiYmUl4S+ZnvcE7p0eClqZRlXPP0hjigZQilXC4n8Lm+vp5AV71ex7//9/9+5+EVJjASBWlRoinDUeBGyj9SJjlLjKWdEEPE6JHAigRTDv1r3cvLyxgYGMCJEydw8uRJdHZ2pvtO1HXGCVJG0d0lTLLp7OxMR/tqO7rQWwEy76vWEwmXVvR2AVskRPxv76e77FpZMJGF4X1uVUc7oTTnv6hQkGqMmQlS4+PjGB8fbzqdN1JQXl/096WWduPdrRRWbi6jokq+3TFcqps8mpt25j/iwWg95eYjAuP+OeugMlOXeX9/P+r1Ol588UU8+OCDuOuuu5Kn8+qrr8brX/96PPbYY+kY7yiPRs9viIrL1JxM08J5a2c+nH4uXyODJjc3CoBy+T85L2VuzDsptNoZ2l5bW8PRo0eTF0e9zTn5w8I1R/2mipdhkVKphNXV1QRIeL8SPRfcaQjgogPDSBulibYJIBmxHJueq8H+rK6uolQqYX5+HqVSCXNzcylRlbfw6m5J6nXmcHAcUeSC37HPeuEe55reFY4zV1reMqv/kxGdgXUBtOPubkdwtlpMOUVbZHlFVkA76F9Lbm91K1ekMxmfccszEnKtlILS3dFyNB8RbcnIykQRHYqEOEtktTuD7rREADPKxykaLxdGTng7b5TLW/vub7nlFtx1110YHh4GACwtLeGnP/0p/tf/+l+Yn5+/KAymITLti8e+tS0gb8nz/0gAR/MU0cpp0kq5RTzi67bIytWyU6URGSm+VnMgIXpfP9O14nRq1yvDvjBXg3ylFunu3btx4MABfOADH8D4+DhKpa1ThI8fP46HHnoIP/vZzzAwMJBOol1eXg7z4CK6+NhUkbsszPXdC/vNpHl/J2fYadgpWlPRulC6uwzXvrMvEXiM6HApxXlF5bHLd86zK2gFCBqyAJCO2K9Wqyk3YmZmBtPT02mnjB7Sxc0JasBG/fWx685Df4fgp7u7Gx0dHZiYmEClUsHw8HCSS/39/RftwFPAwRNW6QVRTwn5Rtve2NjAP/kn/2Tnno7czgRnFmWyaKsd3TI5l6hPsrZBorB+zy9whaFITQVrq+Q3L+xPqVRqUiL8n220a0FENIueI/PlhEP0nrqKNYQVPa/j0qJM4+P2Z91i0X60GybQ/hU9FymCnHIocpmzPxE41Lnk3HR0dGD//v249tpr8dGPfjRdcT01NYXjx4/j/vvvx8zMzEU7PFhPLgfFv49yOPwZB6lacsrA6errKapP/9ZMdO1nVC7VGi0q7SiWHNDICWrl2XZyKvx9lsh7oLk83d3dmJycxPT0NI4dO4aPfvSjuOGGG9Dd3Y2bbroJV155JR5++GF861vfQrVaxeLiIvr6+pqOpfZ+F8279ysyVtwIUXe5AgRdA/pObl1FMsJlQBFA1O8j8Oxjifi6yDiK+uteHOeLIlDmITu+z/d4lQH7TkNudnYWwPaptwQhfKbRaGBpaQmlUgkLCwtNRqD2zXmCR5br8+qJYf21Wg1LS0sAgKmpqZQKQM87DzDr7+9PHhGCFe7QpIe/p6cH8/PzGBoaSrvD6vV6GnvRbiaghafjk5/8ZEMZT4lLorZrHXAi+FsVAImozJNz9+SEnyK0iDFZlzNmjsH0xxdg5BqN6nBw4YspWjBu4fpnObDSjlBiv6L3IzASIX7vWzsKwevKKUr+70Ihok1OwOjzTtsIoLqiZe7Nrbfeive85z3YtWtXSsz66U9/iq997Ws4fvx4ShYryluIeDX6bCeWWzTXkdDNvZMDCD4ntDSLivNAEW8VlSKltJO2vLiQjowa76cCPRf03j/1euozDL8wdl6v1/H6178eH/jABzA4OIhyeSvz/6WXXsJnPvMZnD9/PsX7CfQ8RLnT4iBAP1fgqV6b6H/9zPvi+XHaRgSigYvz1hxg6fOqTKOxeJs6p5GMdnlWBFJchuj7Wh9poFuzNQzSiucUBBGQ9PX1oV6vY3Z2FktLS+nsDD6v61NlWm6tMQzobdbr9QQudIdVR0dHCg/19fVhdHQUvb29GB0dTR4PeugINsjTAFLe0h/8wR/s3NPhBCIYKEpmi4SwAhagWXD4pLAoYnT06QzM7z1By8egbXv7/kwrwezF++jAwpnVP2/Xoi+ycLxtjqXd+Loyry9QFTwumH0e21EIUXHBUQRsi6yfSED6uyx6gl65XMa+ffvw67/+67jpppvSQl1dXcU3vvENPPbYY5ifn09u0dwuhKLi1mWOVg50HQT7XPEdH59+HtEm9yyFaOSV+UWXVvwStdsOn7mc8fChgluVI/wu563KKZ9SafvsAx6JDmwl+f34xz/GiRMncOjQIXzoQx/C4OAg9u3bhz/5kz/BI488giNHjuDZZ59NzzNnLMcnOwUjLhMUyLtHW0GJ0s/5RmWeggkHenyWCjoHsnNAJTr0qt2xRrweyQsv0WcEkcwFoYLWIwb4uXqcueMlWrv6m6ELbn+lAdTZ2Yn19fWUkMocDO6mYR98HtXzpbytY/PQEOk+Pz+fElZPnz6deJGHm/HemZGRkeQNAdB050yutAQd0eT5HnMv7sHg+26lROBD64iAhjOuIsVcSMK9EzlFqt4SfU6Viy++nFWtbUWKVP8uUlwu8JWOkdWrz+QQvQtMjtHPCVFaUjhFIKYVDfQ5Z3oV/pFFkgO3frYA33EviY6b7/jOi0Zj63bkgYEBvPvd78aNN96Inp4eVCoVzMzM4Pnnn8fzzz+PhYWFpn3vFITKX0Ug1ue9lRJ3z06RIHU6RyXHK/rbDQNfyyooPdav/eSYdUdGlJsSAUcHc6oYc8q3FQCJFKn+zvFlVPTwJfaX7+iWZvabIPXcuXOYnZ3F0NAQ7rzzzuQpe/Ob34yxsTEsLS3hJz/5SXK989wH0o6AxsfLvxUIRzT28el7LC4rPbTstFNA7HIxAnVKL302CilH8r/R2E7mVBmlCpb/5+aY7WlypvbF23ZaaNEzTZQW2l+9v4V1K6D3NTUzM9M0Bs2z6ejoSHkUy8vLaV7m5uaa5Jrmmmj7UaqC8is/4xkcelIp1zNDLB0dHYmfu7q60oV3LY2BIvT4W7/1Ww2gmWEiwddUYUbRRc/kYqhaIouDhI5QY6t+RAiefYgWj/c/UvRcfPpMpNj97yhcEAlhLV5X7jktOcDii9oFjgqBSIjp+Pm7XWukyHLLCYLcZ76YI8FRKm1ZodwaVqvV0Nvbi9XVVYyNjeHgwYP4xCc+gYmJiSQIfvKTn+CnP/0p/vEf/7HpyGO9cI9CIQK8Dqp9HJfiOXDhFdGkXXpFxddaLv8kBzq06HqL1kfUl0hRuoLRehxg58Yc/a9gV+tqFc70rcisS/vOOvzyOIKQQ4cO4Td+4zdw7bXXptDKysoKHnzwQXz7299O+R1dXV3pQrKITvp/u6CUn0fGRa74sQg+Tn3Gn+McFoXJi3SA8oIqdx2f6gNvW+tRfskBa23T2/C6CDTVsxGVCACp9yaSH9oG+0nQwSRP5mk0Gls5Idya22g0Eg9FobpoLG7As38EPKQdwS37wHp5IWmptLU76C//8i9DxmoLdLBEMThnnpyl58WZ0IWiCjrPc4iYICpkrCJL1IUMx6mCTpncF5rXETFybixalLl8kekzkYVYpLyi+VVBzsK+KaDzd6L+/SKKt6UAt10Qw/54P3PKamBgAAsLCzh06BA++tGP4oorrgAADA4OYnV1FQ888AC+/e1vY3l5uelQHD2ng216H7TtqF8s7Xg6XDjkQCM/09/+d/R/1Cb7pt4JLWpRtRLO7YCOHGjkZxHoiN7T4vkYvs6jdRT1qxXo0BKBrHJ5+1wEglMC2OHhYdx222244447MDIykmTLkSNHcO+99+KVV15BuVxOx1O7HFRaRH/7WPWZnFc495nuyPASeTBUiSnoUFnsh1FFY/Q5zBWfk4gnWJd6tEul5qP6ldcc4ETKm221Cv9Ec+A6I+qzgimOkzRrNLYODeM4eFoon1tZWUlXz+tZQn4qq2/PddnCfin/6qFiBB8OQO+7775LAx2trKaoOKCICN6OwlKl4YLIEa6Dg1zbUbu6BUjbaYXGixZ7BC4iAOGfRUI8Ahg52njR7x3hR27OIsuoCHTsBIhEwC16pl3A4QsEiE8WJaDi1rU77rgD73rXuxKS7+7uxoULF3DvvffihRdeSC5Lze3gYUPRWHMA4VJAhz7rHihvUy2hXB3t0lIVSK7eItARKX+vIwLPfD963vlWP4941uuI+Daaj2gt5sLHOdq67OPcMS7Pz7gjoKOjA4cPH8a1116L9773vUl41+t1nD59Gp/5zGdw+vRprK6uNh2l7mBJ6cG/i4rSs8jAcFmrpcjgzAFClVuuzPmbrvzcGNzzToVY1Dc+696tdmRobmw+Jm3D39FnIz5UT7vXqwBOgYKDBdJB+6KAjmG+1dVVrK2tJU+I98s9mqpfuVuGvOtrkICoXq/joYce2jno4DHoqqSiyVbU7LdoOrEV/bpQK3JRR8LFF0Q7gipS/C6cvGh8zEu7CjT62z9rB+BF4aF2FpxaF14363Hk7fNzKScGRmOKrJciBZCr1+c3smwY/6R1WalUsHfvXtx999244YYbsLCwkJKgvv/97+P+++9PiVMaUvHYtgsPL/5ZZCnuBHjz+RyvuVKncI3cvlqnhoj4Xau+cSxF4ZVI6URhWj7jHkxfE97nnNXv66No3UaKRNdzBHyjOiMaMJFOL/ti/xQUcetivV7HFVdcgXvuuQeXXXZZut2zo6MD//AP/4DHH38cc3Nzie56K6rmWkV5Wa2Mksji9meKZIo+4wrdS6SgXVZrLgLbcRnkssn5yUGx0iRazwCacmZY6KViHRHY03bd0HB5q0mo7RhtURuaN6T0dkPFPfbsC3mT3g/eD0YgojR3fe/62OUg8z86Ojrw8MMP7xx0fOxjH2s4+vGii0gnR4VCtPCjWHFTx2wBRP2IAEnO8oqUXOQ+LlosEWPnAEsroJF7NvedC+R2hIrT0OPOuRLF8Ivqb6f/Uf36fSsaRfUWWUO6IIaHhzE3N4d3vvOdeN/73ofx8XEASKfCvvjii3jmmWfwgx/8oOmEQd2Spgu4nfFHVmERgMyNLwcMnU+LQEf0vVuZOeEdFSpRNTC8eP3ezxzoUJqqYPVnlT65UEEO5OWMIv87Cie3MjBYfDxqVfJ7/ug67e3txZ133on3vve9qFQqOHv2LEZHR3H+/Hn81V/9FY4dO5Z2LXR3d2N+fj4dx+5WLussApBuqTqt9Jnoc45FfxeBDpVZutswMho5z1SWzCMomhdfN/qM9pHvFNGnCIDr2srpEDWuozr0/SLwHs1l9Ly262snqqdUKl0UniHw4s26DO0xT0T7znkh76k86OjowIMPPhgStnD3ihLMY10Rozjqyi3QnFsuEnj+XREjeIjEkWek4Iq8HDlBFDFJEdO0eqbdEiHLIoWnNMrFgL1E+SpFbbVbioR1RMsiQZkrvsB7e3uxsrKC+fl57N27F+985zsxNjaGSqWCubk5jI6O4qc//Skee+wxHDlypAlw8Mh6lohni3J0fp6SA2I5+kc87DyifXXa5ua8Vf9alVY5K0XPRQDfSxRO1XfbAVD+nBdteydzrSA1R3dX5uXy1r1N3/jGN7Bv3z7s3r0b+/fvx+rqKsbHx/Frv/Zr+PznP4/p6WmUSqV07LXK6P9T/FgELnMysaiwv9oGlaSOhW0rLYt4I+KV6LNIHhbNT1RahVF03vWZKI+iHfmqurWVIej84ACbXgx+z9Adb5jlpXbLy8vp1NS1tbWmd3wM9JIU5f8ALTwdH//4xxueDMTO83PGKXVAERGAZkRctBhz7ztzaF9yVr8DI7XscqDCidZu+CSqr0hxtKNYfcwqAKL7cIBm7xMt9lYKgC5b/u0KvNWiiPoJtAYbkeLwRdVqkTmP8TNeI33bbbfhQx/6EPbt24e5ubk0xz/60Y/w1a9+FefPn08H3TAZyy0Zp0POStZ+eR9zgi9HuxzNtN4caI7qKjIEciXKsaAw83USWcHtjsMFeMQ/EU/oT9RGTqHk5jACGa2MqKLxFbXrR3wznED3d09PDz796U/j+uuvx+LiIrq7uwEAk5OT+MxnPoOjR48mOVyr1dKpuRGNcuVSZa8+o3KHn7WjGB3M6KFakQHpoZjIc5vzBHr/la9z+RT83r3rES00fBbxifbVQxetZHPEm5TrXnfULnVd1C+lPz1P2j/mtKnhsrS0hM7OTqysrKTDy1gXnwOQ9XQUgo5Pf/rTDUVFnGgdQCSMvHgcznM6XLlFgETbddDB9yPEq8DE+6h9bWccOgZtg59HQEWZV7ceaf+LSqSoPB7p9RT1vyiU1Y7FkOtbq5irvsO6HbXzt+YJcc6937nwnLqtu7q68Bu/8Rv45V/+ZQwODqZY48mTJ3Hffffh6aefxtraWqpLBR0XNPfyu3BtdVqnK+DIEiwCGZHy8zoi0BHRU78r4utofqMD0NoBHTkDwb/37yKQ489FdMzlG0UCO1p/RWvXn2kXfJCm0e4Md/Oz9PT0NPH75uYm3vrWt+ITn/hECqnwsKlvfvOb+PKXv5wukPMYvNInV4qMiVagI5I7Ufg7ak91gctOXWtUrvqZKkPlF811aKd4DoyWnFxXvaInzkZgIBqPPlc0L+xb0dqI+l10cKeOjXqUIIH9cno4cFXAR3ozN2RtbS391Go1PPDAA5cGOjjIaAH6BOcQm3ZUSw7ptWNJRs85s7nAzAGDohK1HVnnrQRVVNy6ywlaR/v6nT6j36ur0ttU75UDtp0AoQjI5QCP010Xa05Jer+dLnoYkh7009/fjzvvvBM33XRTus66r68Pi4uLePDBB3HkyJFkJbK9nOKPStTPImHCRe2WWc7T5+DC/y7iqVxx4BHRfyf1aL9bAdmd8FT0bC40qHwbhX9z/W5Fv8gA0TW/U/BRNB4FGL6+Ozo6sLGxgc7OTuzatQt33XUXbrnllnTMNADMz8/jz//8zzEzM5OuUucct6J9q3nJAZIc8HDeL+ILfV55kkDa+87noqR5VYJAMy95HzQkoJ7GnLGcU+BFSfXKH5EHj2MsAnAcm7anvBjp3lbr2uni8i+nd91QBJq9Ur29vSnxnlt0FxYW8LnPfW7noIO3zBZZBO0IlKIJcis2Z4VEysmFtjOOTnQOPETjKnovsphy9WsWtgusdnMsvE/82wEG64wQtd9doAs8Gm8OPDrDeYk8Evqd0is6ObGV5a9j0OP4u7u7kxA+cOAA7rrrLlx99dVpIXR2duLUqVP4whe+gBdffDHNoYcGWXdR21FRARCd3EgQ4Z/r8ck6nznrj89quxGt3DrxZ3OgcKfgo0jBRKAjUmKlUqkprOff+TjUQovWRE6QO7jO8RgtPZboCO4IdGvJfa4KNip+Ro56O5g8+p73vAfXX389rr/++nRI1NraGhYXF/HQQw/hkUceAYDkwdPzFJQO3q+IFlqiecv9neMjBYb6rHpoiuaUoCPyJPD4bT7nXhegeS796PJcX70teqyLxqgXnikoKjJyIrmjgEXPenEPCJ9h/e14YSkb2R9+zv8jY977TTrq7bSsc2NjI3s4WMtj0H2Bu1W8U4uGg1AB24rBo/7stOh7rSyUSDAVocCc4AcuXmiqEHLjaCUUIouoSKiwH/q8jy8S0FHRdxxdt/OOthWh63aLgiMuyquvvjod9LW2tpbyM86ePYvHHnsMx48fT7TX2Hc7bRX1MRdCYt98rtvl30uhS65cyprxUhS2y5WiMfyfGF+rOlWe5fhfyy/Cm6H1F/XPZcn6+jq6u7tT6KBareK73/0uXn75ZRw4cAC9vb2oVCrp7ovbbrsNr7zyCn72s5+hWq0m5VckN3P9ieiTk4f+d65uDWHmAFn0nSry3HpS2hWNKTIIVIZpuZQ1k+OXS+Uj9sMBhQI2HZMCjiJ6+HUOkW5zWukc8X+CDW+jKE+l0NPxiU98Ink6ImAQKZMcAgbiI5a1Pv3tbYWdbwONa72RZ6No/JG1qYRX4vtE0cJW9K1KNnonol00RirZS1FePgb93OuL6o8WT1EcXutywOLxw0hwRWMol8sJqVcqFVxxxRW48sor8Zu/+Zvo6+sDACwvL6Ovrw9PPvkkHnroIRw7duwiHlALy8cSlXYBtgOOKJ+D7efGlxPkKiCisKfXxfe9jiLe3UnJ8WEOOGtf1J1eVCKByKK0VTCeWzf6fzRu8kjuO/3dytOh30Xrq8gjAmzlE/FAp1KplG4fpXfv7W9/Oz7wgQ+kA5t6e3uxsLCAH/7wh3jwwQdx8uTJdH160dii+VO5let/bo75bJH1Ho3bS87QU/mlNFSvQtQ/vxiNvJfjvyKPQe7+GC8extZxtAOSIjCU+wxo7xA+/s+14xchap/acQj4+ms0trZD/7f/9t927ulotetBiRkRLmfd6aJVAco6+XduUebaiXI6NIbnIMTfV2EYgYSiRer9dBdcKwsrR8NcTDI3N95HZ6acwtTPixZiVCL3my6CHAqOkhS1P9p/HZ++X6lU8La3vQ033HAD6vU65ubmUC6XMTc3h8ceewz3339/2rGi9brAyvXV39HPCP5yYb2o7x5m0rlxQe8AdScgk0IlB2yKjAPtS6tSZNkWPef0j5RaVHJCUOuMcsT82SJhGoGYIrDdysqLYvtad9SHUqnUdDhduVxOCXvkua997Ws4duxYOlBscXERHR0duP3223HTTTfh/vvvxwsvvICpqSkASMf58xpzbUvngnTMAa4IbKisdPmuzzvoLwq9u+JzpRjR0PnAvSOlUnMuGMfshX2jUlY6OIjwkgNLRaAtV1fEd6of3QDJ6eQIcOsFmP6M3y+k9Wq7LrPYj6K13HLLrDYaFUe07QiOSFBFTNtO2UmoJAINub54n9pBfD45uWf5fU5oaWnHivLPImbTPkQ5A3xGlXNRv6ISgY5owbVjcUaF9FVBRRd0T08Pent7USqV0N3djdnZ2ZSzwV0rHlKhYPK+RuPS9r1POfAQWQuRdyJnVUR0cnCYs1IVdPh7Ps9R2+2Cjlwpkhf+zE75LNeerquIdt5eTg6oAFc6tJNP46Udi5RF+Vp5TZWjJvDx8q/V1VVcddVVuPvuu3H55Zc38fnGxgYeeughPPjgg0nJcHs4j1bPeXa0RJ9HYKCoDh+X0kPfU4MqkpPt5MTwEj3VTzkvSySHXYmyRErVxxt5QXLPtvrc61VZ48AgktlFulbf02dJc5UTOm9F76v38s/+7M/CQbWVSBq+GCzc6LNcyXU6sgoiq96tpVbtRP8XCSP/Tr/3epy5o3HxsxwSzZXcuLXkQEfUX7dK9PtcbFOfURpFDB4xYbRI9VmnT5EQY3JcrVZrOiaZjM7vKRzUKvCEWq87+t9pp/3Lgcvo0rwIKCjfRPTMgY5W4FzrjcAF6yhSNjsBHb7ui8BEJMT4bk5w7qToHHn/csVlQgTso+dzoK+dPuaMFv/b15P+39nZiVqthmq1ivX1dVQqFbzjHe/A29/+duzevTvtJujs7MSZM2fw2c9+Fi+++CIqlQoApDUUne2R63f0v68H9VxFRkUk+1rxm85rJJ9Kpa3TNUulUhp3JNv170gGtNIzvm60ROP0fLcc8L0Uns/JVC050MDfzl/8jMBJj23PeWKVNpR9RaCjMLzi+Qi5Z3QRFgnt3Oc5Rlcl4YIgAhw5y8UXeQ6I5J5ppRD8b6eXgxE+3+pMi1yJFqy7lZXhtajCaed5L7m5dOaOQi6Rws4pCBcEyvTRXBD5Nxpb8cTNzc10qVa9Xm/Kr/G2WhUXoBH9i3ici9HrzMVf9bOorktRdGxTf19KYmhRaQeo5FzZ6s7+eUAHkJcrRcrU16uHeKN32lHOOdnSrpyM1ocCWHoseH7H17/+dTz33HP45Cc/if3796NSqaBer2N8fBz/4T/8Bzz66KN48sknceTIkSZ6RwZA1OdWYJf9yhkbDoK9fqV95EEv0jF6VLf208emx3drYTg+kj2au0RjR0P37JcafZGcjWi2k/XcLkjx0FKubT6rdXs9rUL5ajSpLM72rbDnl1DcIssJyWgxarlUYajtRb9bKYdW/QIuDZX65Oui3EkOhS/iItT+f6PsZMG4BaCgI7c4oucApIuygG0vBkMlpO3q6moSELoAd2IF77S0smAvta5LBRqtioaX/m/UpXMUfXapfWl3XbdbflE0URDu+TX+o89EfY74tq+vD41GIx1RDQCnT5/G/fffj4WFBSwsLCRvR61Wwxvf+Ea8//3vx/79+1M7RcB/p7yrMi03Dn9Wv/ecDzVmiopb8V6X/h+Be5XDuToot5xXCUr8wLL/2+XnlT3Ki63mLWrPwVa2naLF+KlPfaoBNMexIjdRzmJrd6HnOphDtblSBG74d5FFyd9RnNGfjyzy3PP+vaJ5vzEwqqed/kR9UEXsY3RrrIhJdmI5Or3dcuH/GgrJeXo47miHhC4Kj8EXxdE19KHHCHM87dI3ogPHpPwf8RSL9zMCpdqHKBySs05yfffPchbJpQhOpctO163ymFterXJuon54f3bSF6C10UMeiqxJX29F/S5SkprgRyvcaeGeD92hUa1WUa1W8Tu/8zs4cOAA1tbWUt7T5uYmnnjiCXzhC1/A2tpauvJ8cHAQCwsLKQTjY/Y+R16diObtggb/jJY2/y56t1VfXH75OBqN7fAAcPH5R2oAadHwVJQDpN4O8kM766sViCA/UC4ov0S6LicziuZGZau/E4Vu2Z9arXZp53S0Y31HgKOVEsu5dXMCMueCcheeg5TIUvQkJS2RuylCfp69m2NsF0Q5JqQSbncB54ozZJGVUCTsfCxFQiTnecn1y/vE8ROA8LPconQ+8L57clX0jCuzS1WURYrf53KnlnZkATo/t+pvLvYdAY1WdAXyWzuj0k7/vK5LMViKSivw9fMUXZ8udNsBHK3AItAsq5gMHRkLSrONjQ2USlt5DfR0/Omf/ine/OY344Mf/CBKpRJWVlZQrVZx66234pprrsHDDz+Mxx9/PI2FR7G73HPZ5m73VqAksqD1swhcRrLRjZB2Lfxoznxs+r8b22rYsB79PxeS83m9FHngY/C2CAJ0V07kWePfWiLjJ9KF+tv7o/1qlevUEnREyiFqnM87oFAkxgHlAIczUhHg0GdaCWP9PgIcPhneZitL1+vz/9lmUQy9XeugSDBHVppa9DstrfqktM896zzk/SZvkHcixaaCKbLwXBgWKbzo/VxpBfxcGPnYHKh6iXgmt7iL+hfVlwPwEc+44twJWIja+HmBQ7T2WtVVZLAUPdNuX3I0yYGAnQJErS9aH2qJc6t4uVxOXgo+t7m5iUqlknKY6vWtSwwfe+wxPP/88/jUpz6FAwcOpJMkh4aG8LGPfQxvfetb8eSTT+K73/1uUhzqxckpaR1jRKtImUf0jb7zdigj2vXOuexwxatrMzJgCeC0ULG7J9L7qF5P8kWun+0WB156ei6/c+9HEd9G+jNqK/f5pYKnQtDBioFiFOdxOP0uUgzukswxXitLxd07ivoihA1cvJ0peienOBT9tQId3oa73dq1GiN3nY4hsuJpNUTJXLn2WgE7b9efyQGkyLrQ9otQtoIRAhgVPDo+jlnbZn9zIDeiwU4VZo6+RaETby8nDKP/cyUH+qiIPP7c7smFl1J2omSBPK0iftE2cv+zfYYZ3GD6RRQdo4bs1MBqpVCLilrZfFdvAW00Gujs7Lzo0rFyeevGWT2DoVTaunF5enoa/+W//Bf09/fj937v9/Ca17wGpdKW5+Oyyy7DoUOH8La3vQ2f+cxncOTIkZQL4kZZ5K0ELt5lGBkbDnBdOfNzN9qUFq0AMoFBrnhbOU+Ehqt03OQr7bfqBj9e3LdC63dFRpLzDEGQhnncqFOjPhpbVIqMF47X5zUHPtspba/CXOdzSo/Czrdj8be6YZSplbG59cnvQ1DkmENr3hYQ74OPYvC+yIoAQo7xGS6gkFBmUCSc83zQoonq1LY1JMG+e/ywyFJX2hX932g0LprLHNiMLItIAOvi1n7n+EFp521q3dGC5Lt8r8gFGIGlIu+c80skIJ1uyr/1ej3xuD/PuxZUCWlR75B/z78j8O7hvZxHQJPm1AJ2pRiBc51f9Wj52lTgVQReW/Grv0P6KeDwtlq1HRUX/NqHnwfYkA/cmPJxMWau2xk7OzvTgV+6U0vr4/PT09P46le/iunp6bTNtF6vY3FxEbt378av/uqvolqtoqOjIwEbbZ+ARwsVsa+FqP++7l1e+DO+Xl1me/E8NhadY50/7SsPUMt5rPiurlv9LgLQ6sVVIOJjZYnkkwK2SGZGct7Hp20pYMqtLY7P6aDjdrlRBPZSv3KCFwB+67d+qyU8LxLcWiJXXU5Y8/mmjhZYclF7kRCNwENuYfv7JGg0sVGJ0HvhNqLyxdteveTqcIGfQ6LRZ16Pj8kXhF/THQEwrcfBCMfK7ynAHJz5IojArY/Fx+TuzShptQhQRkl7kTAqUpZeb9F6yyWbRoq1FR/mlDHr9HZz4DfytBX1NxJykXXnfc31072K7b7rz+byuLw4f+T63E5xAa4lN9et6vE+8aIzVTARuNO1trm5iWq1is7OTnzoQx/C29/+dqyvr6NWqyXLfmlpCd/+9rfx4osv4siRI+kskFqthkqlkg7f8j62Q6doXbQL+iK+9xA+AVEk3/mZyybWqyEVpVvUvobNc30k0HDgr/324ms3MryKjCHvSyvdGV1qp+9FdMzpTcrYS77wbSdFma5I4EXI0Rd4pBRzE+9t++eRNdKO4NF3c8xVVFoxg/aPTNSOIMpNtv+fY+boN9BaifF5ByARuHQAxHf1b3ptfNxFVrEvAueTSEEqLXS3SqSEfN61RKGqCOzkeDiat5/HKmb9Ra7PHKjeSR8i0JhbP63c2rl6HJS0s3ZUeRSNURUM57Aduvx/qURrk+PgpYblchl9fX0olUrpYCz3ZgFba2BtbQ2dnZ1YXl7GX//1X+OJJ57Axz/+cUxMTGB1dRXVahU9PT348Ic/jM3NTdx///144IEHUK/XUalULlLMWnydtwLDrYCLzpf+5jMKSrXdrq4ulEqlFGris/w+Oigw6kMulOSgxYu/r54J5Un+rWFAvq/POP1y/Ou8rfeqROA9qkfXscqzSK5onQ5WsrQpWny/9Vu/1ShSTGyo1QL2ifMBR0DEn4sYjt8VgQ6P67dCcP6M1nUpSqIV/RTtFoGOdoRkpIhz48t5khQERAyuNGOmNN91V1zOStDQkz7DtqIx+xxH9fp9CjpG/u/bynJ0igR9ZB3lhKpeLOV1Kh38XS85T4d+73W1Uto5nmhVfA68/6SvzlFuTAAucttrHeQDBYjadjtAxXkkB+yjUuTpaLUWi+Rbrq87LbVaramtUmnrRM6urq40B3pYlstpJpLyeoCuri5ceeWV+N3f/V2Mjo4C2LL66/U6qtUqTp48ic9//vN4/vnnm5S4GwZOg4gmrWSiGyv6ec6gUSPGjQsNZ7py96LeZgdQ0Xj8uVaFOTKq0zgP7RiL7fJe1K+cAZgziEhLyj3VoUWgh3lFOU9HIei45557sl86kosGulPLsNWAWByZah2qbDzfwYGDErXIjZtDdpdSIkGtNHPm0/G0w3R8bidCUt/JKVKgOXyifcoBFTKrjo2oPkL8ES+xbY2H+niiMIgXBR3KuyqktK6ieXY+Ut6JcjMivnclmBPe/lkUgnNh4nFmH0sk2NqxUKLi600FKvvgc+s0dveuHuimc5YDVu2ui0iZOYAq8uwUAfCdgLZcqMXXeW4d6v/KN8wD6+7ubtrdoPF333pL+tIzUCqV8JGPfATvfOc7Ua/XUx4I5dKTTz6ZbrD1HTLteLm0+HzshJYu3xyc8vMcaPA6IpCpa7QoJKnzRZ7QevxCNV0jOwXDPp+RN0vrVsPQdY0aUk4L7VurLfaR7i6VSpd2y2zUgH6mRPbvVFjmJj7qeK69iBF9sK2YNQIVkbD1cXnfosXVrvXicblyuXkLmN+Km1NGRcUXQTslWvxRMlbuPf9MgYaOJ0pgyinJSFkXtd/quaLY605KES/upOSAVqv6HHhEa7HVeirq06XSRbfr5ZL5ohIBcf/Oha3zSrT+WuVH5TywRUVlTZGS9HHrM67EIq9jbi5z/eFzDCdoIroaCp2dnaFSXF1dRb1ex8DAAD7/+c/jRz/6Ef7ZP/tnGBgYSAmnGxsbuPXWW3HDDTfglVdewX333YcjR46gr6+vKfxYKm3tlok8VDka6d+qBCP94vI+0i/+WbtrwA0v0lBDyd4n0lZza7QPfrS61qdyPtIrrXjS9azrW734zo2THE38udxt4KyD4JaJx/V6PXniotL2ltlWHfTno3eiSXP03yqhMgcwWgGPnJDIPR9NJp//RbhHo/ZyFtVOFdrPozi8ntxnOaZ1CySaJ37Xqv5caRdosPjOhf8vlWie25nv3Br5f3N8DqI0np17PioeMiKYcYBRJDijdtW79vOUnQKOn6e0U5eCeN/pB2wbOG7RsmhyKHNEjh49ir//+7/H4cOHcdNNNyWlUqvV0N/fj2uvvRZzc3M4d+4cVldXkwdFt5M6eNwJrdoZt8+lgm/3ROSM46JStPGgaCw53aHv5TwF7s1j2CgXZt8prymv6N/RWFoZ5t736Puo7PhE0naUYSvCRIBDEV+uOIP5d60IEFk0EXE0+SaqZyeZ51p0IbSTIMrP2xWU0fhzTOWlqH6+78mUEeJ361Zprm7kSCC0Ahy5BcwSJTK5sNup5VPUH9av7e/Uq6Bz+/OAWeeRorWSe7/ddrR+z3HxEo0pF15ot+2iHKii4m5pFZxFho6XVmuxCJC3Q2cFW63eKfK8qAe1s7MzeTmAixX0+vp6U6hlbm4ODz30EB544AG8853vxF133YXh4WEsLCyk8Ncv//Iv4/rrr8cDDzyAb3zjGwCQLpjTnAAg3okUjUXHlJN9Ln+i31G9kR5yI6iIJ9QgVmCjsi0yGKP5y+UMuZdQPSCqJ7Veyl0dr9dLQOjevaJSJJNVV5MfCHpLpdJFW6q1tHUiaVEHPTNYiaVKJoqVkzi5PIyiosSIwESutBLMXq8zcg4YRXE//S56jvTNTW4RsCoqnuOwU5CUW6TtlMg17qEAgo5W3ikVPM4/OjZdSDnAoWOJ+riTEs31TgGD8tEvyjLO1ZMT2r/ocqnhq1YgJJrHKAdjJ8V5RQWmFl/7RYrL68+1G3kivLhXosgo8ToVXKni7+rqCmUKlRHHv7KygsHBQSwtLaGnpwePP/44XnzxRXzkIx/B2972NiwtLaHR2LpkbmBgAB//+Mfx2te+FidPnsT999+Pnp4erKysNIEnjknn0pWjzrH/XzR2Vdiqe1oZa5EidRAStan6TIFHBJRyffdzLlhvqXTxThYm+0ZjUSDuuo3hNADJk8XkYKVfxBP6O6fvtK8sXV1d2NjYwNraWjhuAMWJpB/96EcbOauWxZNMomSvIjeVDs7r9RiZFp3cnFB1ZB/FmCNG9775Im5XmLYq2rfcAnFA0g4g4KIoAo05OvhnEZ1zVhyLgw3tD//X+qO+RUpB26HLMQf2cnkCeq11Ea/maOYAKnpG62OdRZaC9s15z9to5X3UvheBkIj3dgLetW0+X5SMuZOS4zstaknzuVbAvx13P9tn390jwPG5xyA31tx3HGMkI3eSJKuKThWi0s3Di2qp+7sRfTQJ+4YbbsDHP/5xDAwMJDpsbGygv78fpVIJx44dw7333osXX3wRm5ub6O7uxtraGtbX1y/yELTj+Yisec1Lyc13q3p9jt248Xp8XWriaqvwoRtFRXMarcN2PUS5z1T3EVyyXvavHb2t9eb0QWdnZwId//N//s+w0y1BR+SB0IVIIvrJf9557WyRZdOOteYLPgIOKiTYlyim6e/o9xoGIDGjA8K85JgqmkRleB+vJ5k6HbSfRX1pR4lEDKQgTf/OAQJ+59sm/cht5aEi8FMEOqJnWpXcIsoB51zd7QALrbMoq1/H74s9N68KnFiHzrPPpfK4umi16Fpul6Y+JznQkTMKtO2i76M6Ipfz/wnQUVR03LmzK4o+4+c5z5snWEdF5zj3XcQXvb29ALYt5FzYV4HC5uYment7Ua1WceDAAXzwgx/Enj17Ur3q0fjxj3+ML37xi5iamkJ3dzdWVlaaXPwR7xQZPnym0Wg0HUzmO+HaAdxFoCPiM86R6g+CjsgLF3kwc3+3KlH9rtv8eW0np892Wtrts87tX//1X4cLrDC8wkxUoFmgRMpHETQ76Qg7p6wcNLCdCFV58T7ohGhsLLLI2I4zvHsJipSk9iPqkzO1PqPMGVl2l3pRW9SnnZYcEHI6AcXWt46hnXCCWze5MTh//KJKbjE7b3rJgbBcXUXlFyEYIjDuz+bo58/nAJ+viVZ00c9a8UBuXP9vlRxo2Gl47lJAcyt6RfW0AvO1Wq3pzIhWZW1tDV1dXajVapidncXs7CzGxsbw/ve/H93d3elkVN5g+7rXvQ4zMzP46le/mg4jo07QcMSlFO13zgjeSSkC2yoHXR8AcUJ3Efi91OKgpci7633W971vubXt37dDU/arleFSCDo0EzpCarmF6MXBgOdtRMTq7u5uQs4R8PDBRa4x3Tbmnhe2R1e99kcBEyeqt7cX6+vrIbPr+5E7jf0tcl3puLQvOQta0b4WbUPBn85X0d5r/63zp/Po88e2vW6txxWV/52zDCOmLwKUDo7VHU+a8T3f1qvtsi66l7Uf7sHT8Uf1sK9FAqmdXIWc9ysHrP3ZCHBE6zfqC9eCg/IioZUD9K1K5OKPxr2Tcik5PN6W8rDymYfsiupQujlf7URhFRljvjb4f7lcTlsaK5VK03pXj6byaldXF1ZXV9Hd3Y1KpYLNzU088sgjePHFF/Gxj30MV155JSqVCvr6+tLZHnfeeSduvvlmPPvss3jooYewsLCAUqmU7ohxPvZDx1TOREYcx+kGbyvPr9LI+TdnGCpNvb+uuHMHEOozlwK4fD693siTof/zXJX19fX0XVRnO4a1Pufyp6VRUfTl3Xff3fDvlXFdoeY6yc64Ai1ijnYsAv+M7jsVjBHQidyZ+hkTrhSQsP966Zn2QxeC1s2bIdWjQhcjM8r5md9OmFOkpVKp6fZH3xPtIEBdhAx98BQ8Muvq6upFdIhAhsZ3q9Vq6tPa2hpWV1cvusE0Go+DNu2v0qhcLjed5a88R/o54NM50d8srG9zczNZbhH41b64kokKackLCv1AIKVFbvH6GHJud/1evXoqdBQ0++FnESCL3OoR2IhKrm8ALgq15eREoZDKAEFdF+0qaqVLkczyvkVrnOugVYnmPBLyHmtX8BrRToW81+XPubIGtne0sE1VGO6hzAH7np4ebG5u4tZbb8XrX/963HDDDdjY2EB3dzfK5TJWV1fR09ODV155BX/7t3+LY8eOpbnr7u5OR7bzXA/e/6IlCjGQhpTRTtccHVhf5KGIihtJalB6m/q36zmfJ+1nLpqgxq/OSSQ/Ojs7wwPatF16o9bX1y8yjKIdmxG/6fkiUSGwWV5exmc/+9kQEReCjrvuuqvpy0joRt6FosUcWbuR1a1bborQfFHd7oLPMaLX70pQ22PsVusig0T16vPORFFf9Le+x6LoWrPSdZzReKL8Gn1e246+B5p32+hY+F50I7CWIsGh3wNoAlX+jl7x7aBDgZIKCqcj/9dERD8Eh2NXGkX8omCR9XiJPFQ+Lv5PgRitNecz92qRL3JrxtvNPacC0EGsP5P7LhJiUXtFQiwH0LyPl+LOjpROEd3aASmXWlz5+HiK5IUDE6e5rm1dE2qQKZ97H1zROvjgjoWOjg7ccccd+NCHPoR6vY6urq4UWmF5+umn8cUvfhGLi4tYXFxMB0qtra01GUZFhheLHtzF8eUMQC85wJgzbiNauFGttI/kZg6oOH21/9FzUT/VwNX2c8/RGOHcEPxF92lpfxQQe6lUKgn8bGxs4DOf+Uy4OFqGV1qhQRc0jgi1o62KCypXvl4iFJpDa9FEOoNGVhSLPhsJhMhKdWWu+6T5WRRa8jEreFLmd9DmiyBC3dHe/9xCo/KOiltDntQY1deOIHCLLBdai2ipwiFSiNrfrq6u8HbFiOc8ETbqt5ZW42xVV8Rj/I50yCWROnDV4vyhz7nQZIni1e2UnMXZLm2AOIveQVZRKfpeecXbiOrx9Vf0XjsAKPK4tAM2ojnUZz3sFb0L5G+LLjJaIt4ql7fyOHhi6RNPPIEf/ehHuPvuu3H99deneero6EBPTw9e//rX49ChQzh//jz++q//GseOHcPY2FgaT1dX10XrGtiWW04j5X+VHUUg1mWFjiWSiw4mcuDOSzv8yR8P1bquiYxaH1MrwAEggcGJiQksLCxgfn4epdLWvT0EIpFcVZ7K6QVN7i4MMxYR5sMf/nDDXdrtgJB2BFORsuVvfh6hr6J6c0yXs7S8REQls6tl7H12Zal1RSEAfVddq0XWoc5DJFwccOSAjM5rbjx8zvvE4qBDmVIFVMQP3mdtl8zPdxmyUea/FAtT8zi8D5GVnivt8KLPy04s8Vb1F815RFd/l985r/gzbl2qUGvV35zVnvMu7ASMRCWib7vzpP0qGlu74SVf60W85J5UB5yRl077FhkuUXuukFWGeF+LlJfKOG40YF3cOgtsWb2vf/3r8du//dtN46D3o6+vDwDwuc99Dl/+8pcxPDyM+fl59PT0XGQg5Gim1rqDj6KS4+ecXPHPPNyka8rnk89HdPT3fT7Ug8ex5uiRM5S9X2yXuzH5rns8coA1B4L4DOvf3NzMbpm9tKwqa6hICRBR5hZsZAk5Wm1XIKmbcKf9z/WHn6kVrs/lBHa0UJ0GXFytFpgrWw0hOCiIABAVOMegl5Lxc/ZFf+v3Pi9Rn3PApZ059s9LpVJyvUZ0aIcnmLeiLkEdSytgUWQxeSEN3cPF73ZSb8Q7Eb9FtPNniuqNPvcxtdPHVvVcaskpwF90O0DxWIu+a9fz8/O0z5IDlD6XuR8WvZeF7/jfLm+ionKFsfyVlRXU63UsLy/jhRdewCOPPILFxUXUajV0dXVhYWEB3d3dWFhYwMLCAm677TbcfvvtWFpaQrVabYNSMV0iuZwbf9HaawfwR0YLv4v+blWf1+0gZCc872PmvPCH884TaDVkq/mKufbcWNGfnGF9UR+LHvrwhz+cvmw0Gk2xObfo2y25pKCLOiaDjvIgnCiMz+sZBoowNWmS7zK2lUO6HLOGNFSx8J3I1RsplwglunWjiXeObnNxyFa0UQTqn+tv9kMVtdI3F1bKKTu10oqAgtKT9SitdMxRbPdSinvwOB7yivfFacTF6n1niQ7g4fust5Xwi4Sagq521k9EWxXQEYgrEnLRdfRRyXk3yF96+J+33QoQRe1yTiLBp3Xk5ouf+foqasvH+fOWSDbmwgp8xsfD/3P017mPDCFg++wLlZ3Kv67YlR6q4BqNBlZWVjA+Po5PfvKT+KVf+iXUarVUV2dnJ1ZWVtDd3Y1vf/vbeOCBB7CwsID19XVUKhWsrq5ic3MTlUol0ULH4+vWaelFeSQaM8cUARddK+rpaAcM+LO+7hRk6LiKwlpaSqWt3MHo6PFc/yhX3asSha/0b5f1kZePXq/cOR2FoON3fud3GqzYCZxDvxFzNjVoC4RKyYWyDlTbUytb31O05m1on3PjjYjp8WMlqD/vwtKBBHDxonGG8MVTLpfTBUwsEWM5rSP07GPw/mlYSgWILzjSvwjVOiCNQkbaz5yScCtL64k8LblwAEskbFwhRoLfeegXpXRaWQVed7vWjj6bAx2R4sgJEu1vq2dyfYn6o5+1G5bNgTWCGeVx55Ho1tUIMOdClyy502x/UYXtt9oFFpUiMMESjSsap3pR6Y5n7gZd8570GRluPIL7jW98Iz74wQ9idHQ0hVgWFxfR3d2NRqOBpaUlvPjii/jyl7+M+fl5LC4uYmBgIFnl2k8PQTmP6xj07xx9XMeR193gVXmoHlRvN0fbSJ+5Qc/vHQRoqMXrjTysSg+niesg8jT1m9OPa1RlgOoW7Ue5vLUL6ZJOJL377rvTlzlU1o61lQt7uKWTY5bcAuJEsQ5FhjmhQcbTBcK2qHzX1taaAJEep07ic2JotanXhALPTykkIo0mzxlIv/dtuq7wuO+dxZExgUKpVGo6/0TprkzIhcAtVhFI8BCNW+A6Z9HcF6F2/Z4hFt/2qePPlVZKrEhIRELf684BZa07ApIskeXq9UXKISdgXfizDX9ePYDRHBYZFApIc8XnuxW4ZkgvyrnJefeiMx6irZYKLDT+r5dUOdj0sXjJgeZ2QeROAVsrEBH1J+qL0z2Su2p4dHV1pfWnIINGB+USaeqyd2NjAz09PajVaiiXy6hUKujo6MBdd92Fa665BoODg+m00r6+vrTls1ar4e///u/x1FNPYWNjI23x1DtIVB7njJacnIgMNFfCkXdC39F10koOuXxvd23kxqFj12cjWhTV5+37nS8skXco53HnGltfX8df/dVf7Rx03HXXXQ1Xhh5nckZuqlwmrAhgRBPigtGJQ6Z2dBadE6HFhZouGNarx+yyTi64Wq3WdOQ73ycT8jOCE+YVsD3eQcCEKT67vLzcdBYFb3tUZMx+KBMqk+Qs+VqthuXlZXR1dWF0dBTLy8upbWAL1KyurqY2dOurWgeqsAhIlB56BkY0py4UI15gGz5W1qthDRVyypfq9YqKPueuROWFInBGnmvH46f942dKf21f/1aPWtR/fScSiuxHJOQ005x0agU6Go3GReduREXlg9fHsTvg8YTAnHeM9IyEK7eOK8hwuujWQFrtOkc78Vqwjz5POfCSUx5RnUoHDUeQfmr16t/aH123Dkhza9DfU5r39vY20U9lnK8Z9ltzsrheG40G+vv78Zu/+Zu44447sLa21nReDnNOzpw5g89+9rM4fvx4Or+DslnXajugw9dJTvHrOzl+iDz/OR3I553+brQ4uNT6qQ+iXXQcW09PD8rlrfMxckV1CQvnkbcDa1qC94Nrv0jnk2fX1tayoKNwy6xPpgvOVsheO+fCzwWsAwwXbPq+CkkV/O5SjSwqF1h6UBeFn/fTD+1SZcwTSnNueRU2KtzW1taaFocDh83NzeRW9EWk1ke9Xk99KJW2Dw1zoc02pqenAWx5R3TMPMyHDM76eGIhwcXq6ioGBgbSz9mzZxNIodu1UqkkULK4uIienh709/djdna26fhlCv61tTUMDQ1haWkpHbdMlyvp3Nvbi/n5+bSfv1qtphNiV1dXUx87OzsxNDSUhCBvO+S9ERRw/f39CXzRU6S8ur6+ju7u7osOUKOnSI9iZh87OjrS9wSvpEkEjlRZKc+wL5VK5SIAQFf12toaBgcHsba2lgSGgixdR1QKPBeBtCdvDQ4Ool6vpzmmEOPYWFZXV9OdHQz78XAoAtG1tbXElznlS/5SAe/CzHmYCo5jUiCvBwKqxep1dXV1YXl5OSU1ci3l5Jh7/1RJaPuuEFQp+vpThR0VVUClUimdHkkaRMWBM387TymI92dcHrtXRumrMpNrn4DE+6Rzq6Ga1dVVfP3rX8fu3btx+PDhBE54sy0AHDx4EO9///vx+OOP46mnnmrqH/vR1dWV5B9p731opav0XQfgLO5FV1AYKWE+7zqBvNjb25tyVsi/3sdI52lxAONAyfWY627to4I+rZ/98P5FIDYyBqJS6On4yEc+0rIGn5xcp9Xy8Y7780V1aYmQm3/fighk3iL0n2vPrQ5PAnUh4Qyo7eTQo3sachOrSs2tLvZFv2804jiij5UCUq0nnUdaIAqINEmQAkoXQrSfm6cY8qAh9oE07e7uTofOEAiyLm2LfVAw6uEZBYK58dOdqwuaY+W8U3G5dajeGNKR7UdeKQ9Z5HiWc8b5oOvaAbODHCoHj8OzD5qoFykqFgVgOndFa8a9VU4rvhMpVG1PvYsOqPVdtz5dsarij9ZSZL06r0R99TXHdpWOTlMCY30vxzdsI5JJ+nxEi8hq9bnwUuRi15NMtV8OvjxkwfYJ+tj3t73tbfj4xz8OAMlQIPCo1Wro7u7Gc889h3vvvRevvPIKenp6EuhdXV1N/O1zoF4j9bI4r+pv5U2Va1xfEWjMeT5UXzjoGBwcxNzcXOpXtJZ8znI6MDev/pyXnD7O6fToMzW+uFbL5a2TaC8ppyMCHb5wWoEOFSitQIK/W/S/1udoi9+5gHOlz3d9gWmYQ9tWResLShUtiyacafiB70V/5+jgQjpHB7bF/x0IaeiHRePbXo8rSbV4FN2q4NP26BWIrH1VBhqmApotUCpTVXT8u1KpYHl5OS1cCnHlMe0z+WB5eTkp24jOOh+RAI4ECcGAggAfq/OH1plLHNS/VThF73hbOj86/kiZKc0iaylatxHfs7Q6XydndSuI53c6BwpsI3kUAQC1Ur09pZWva/4dAY/IeND/vQ8arovWMsMKuhU1qj/qfwRSXIZ5f1mKwoQcq+fM0NtKGaNr3MNB2qZ+x1NMe3p6MDExgQ984AM4ePAgRkZGEn+vrq42AZovfelL+Na3voWVlZXk5dB+Kj34ntImUsg7UbJavz9HekdeC59vlxXK6xEoj/rjes35L8cjPm7/PDJcfe3wc9/pSDlTdLV9YXjFSwQE2kFL3ln1fORKkbDi92ox87OoL63qUYEA5HdbsDiD8J3IqvG2cl6RXH+VZqrAHETp/xQGTl9V2DpOtcrcJehzpQs3YnL97cJaBYD+Lpe3dukw/4ULkhnuvGDKEw11DtTTEvFVuXxxVrbORTSPbs0QOCot+J0KuaiNViVSYpFgI4iLXOr82xWrhuxU0Pg8OS9ENNR2lF8crDmw8Toi/uXfrTw+CuaLjIOc8m+ldHJ/Axe77B0Ms09Fc5jzsvj2eNalHqiczGR95I0c7aKxtzIC1fuiHlN62+i1oIfR6eFjApqvDmg0Gjh//jz+8i//En19fbj77rvxhje8ASsrK4mWBD733HMPbrvtNtx77704c+YMTp061RQedYCh91JFYDyiqfJJNE+R/OX4NPzkyZZaLw0kBZlR3UVF2/D3vc2oH7kSrRGX+fws8tiyjVy55LtXokUPFG+TjMBBjsCRIIoQWa64UNX+adtqVRQtFB2P9iOygv09Lzmh2ErQ6/tuuZA+yui6u0d/sy39nOjU+6OLQN+JitM8Qua58XuCotLPmV37rHPId0kbBSKs0+uKLFifw6g4oFALju23AhytQHE7gEWVgH7mc6HCSYUff3TbtOY1RbTXfBBVCq3WNHCxByqiR7S+Iq9Hziuh1qS/4wJV69LQk1t3Xly56V1BEahzAOaemdxc626RCAy1I0MiunK9se6i97Uep9/g4CBGRkZQLm8lMTJPql6vXyR/cgn+pLletPmGN7wBH/rQhzAxMdEE7pmI32hsbbH927/9Wxw5ciR5O3U8BEGNRiMZNSo3csZvpHRZPBTq4/J14+Ez/c4/8+dYt/Kl9lENUf3c+TAqCiLcSPH6vF8+Dg2hsk8bGxuXlkgalSI040SJBunISJVDVFSweYnaiH4XvdPugotKu0rBS84d3W7YKbconIFaKU2lU/RspOi1FPWhCHREYLAdZJ+zTBwAtNPP6D0W3XcfPZOjl4Zx2imt+DMHxv1/Fy4KEj1JLVIcCmIpuJ1HfV5ZZwTmtH6nRaRkc2BTx+gKMxLAnqvic+SWp7fn3jAtuXHwO6VVro4I0GqffG6LrHH9vEjesX/OJzkDosjwipQb7+4YGxvD0NAQFhcXm4CohlWVd3TsDnQ3Njbw0ksv4U/+5E/wyU9+Eq95zWtw6NAhzM3NAdjOt+rp6cEf/uEf4tlnn8U//MM/4OzZs+nm2nK5jKWlpdR3DaVq/9uRO1o01BvV53/7mS7Rs14cNPtzOePNx+PAN9eOl6g+/1tDhdGaKzKo2t8wnilFqNCtKZ+oIqWoCKqIONEPv4ue17Z3CjJa9b3IivtFl3bAUiv68pkcLYoYp93CuouUnQMpFQg5Zca6I0Gtv/VZLTm+8jrbpUvkMfF3Ij5tVe9OSq5eFwS59VK0llly9HXvSVEfI9rk+txO8fG1s7Z3IoS9P2ohq+XM9ym3nCcimdAOrdqdk3ae0WdzhoYbDa28tQsLC7hw4QJmZmbSzjHuXtNxRB449kP5p7OzE9PT0+jr68MXvvAFPPLII5iZmUnbQulF4XkQ1157Ld75zndidHT0olAiQxg0bndq6OTGzXHlAIB+l/Oy6We5Oc61F30XlVaANCdb/Z1WBpDyaisZUOjpKEJjUQe8E47G27Xkc3VGbbb7uX/GvijCbset7u/v5Jkcco2+Z8kdwuIAp8jiiSw8P8Og1Rzv5Fk+4xaSWwLO8Aow3MrT77QPvsUZaPY4qAKK2vBcHP0dhWP0+1yJ5rldntwp8MgJA1WI7Sh5fUeTeov64/PqJzNG8iN6JhJ2Oi7NgfC5ikIouboi977LmOh8FvYzmtfIU6F9d17Uz9otEQ96m+2u30gpFilfl93uoSLPLi8vo7OzE11dXejp6Unb2NV4ZLtOR4ID0p05XAzVfPOb38Rzzz2He+65BzfeeGPTVl16MG677TZcc801eOWVV/DII4/g+PHjGB4eTnfBaAL9TtZYBK5zReWYrmXyjtIw8k4qSFGZ50ZZ5FGJvCNO49x8u/HRCqBGBoZ/dsmgo6hECkA77MxV5LHwOiOE3WogLGQsV8TeF7aj2ymjZ/xz7Z8W71vkJt5JNn+uLbWycspDhYQyvy/2nNuUnzn9XXlHc+oCMmrD3YC+iJyRc7TQtiJB3spy5fdUHKXS9tXaRUcbe/zyF+UlauedSAgWCZFc3kNRe1Gd/NzHS77IGQsOVvUAMF0jDppdBrg8KRKuOzEefBzaHseszwDbuVLR7iSWCHi08ki2Umg5mduquCfI86Si8Jv2x/lFFZzmR0xNTaFaraKvrw+7d+/GwsJC0/kPzMlQeatgjn3i2RVcix0dHZicnMSf/umf4t3vfjfuueceAEjn2LC+0dFR7Nq1C7fccgv+8R//Effddx96enpSrhqTSi/Fw8ESySPOr66FCEQo6I3CLkp/Pu87HpVOpE3Ulo8z6reu8xwoifi6SO+0U3a0ZVaZzAegHYzq5ABbLVD9rF7fOimtt7cXCwsLF7Wjlmgrq4xFk5Jy7zgqdU+BM4zGk/k/S1GMtCg/Jvq8yDrRPrI/vruHdeR+a92OtKN3tKjwaadEwKNI0Uf90O/4ub/bSgHx+87OTvT29qJU2tr7z4OyopJTALm+t7sgXfH6d95m9Hw0BxFwjdqOiisnjdf7M61CjtF4ItCY43H2PQpbRB7L3Fhblaj9CGiqDIkEvdaV87K0AhrtPFu0hv1zfcfBR65trSMH9pQeXV1dGBkZQVdXFzY3N1Gr1dJBWKqgo3rUmHHAzATmQ4cO4dd//ddx+PDhlABdq9XSgXbkhfX1dfw//8//g9OnT6f2aVBEp6dGRUGN0iUH9lW2u27yd3V8kaHm+tZ1qOomXzteimSq8gLriPrj7+aADOfgM5/5TMiwbYEODl4JoIiMJRKYOYK1Axbc0va6ybxunfDv3GJyAkWLKQcInLHYD09i83paCeRcG0WJZlpPJIh910bOAvX/27EEckzcrnLVdskHKoxciLvFm/OyRO+w5OaA7lc92dPDMlqv/u/Kv0gxtFofrjzcEtHnXIC5IPc+antF4C7qt9IzOk/A29S/nccjOhUByog2kcBn0fyKIkVZNF7tg3oMIwXiY8nVCcTgP1oL/kz0XTtAwcdURNvcuL2OyKByJamJntVqFaXS1oFg9DQ4/0V98zkmsKhWq+js7EStVsPg4CA++clP4oYbbkC9vnWVBBNJa7VauvLhxRdfxLPPPovvfOc7AJCufNA+5AyMdvvndG5llHAtRfzE4p7ACEiqjC+Sv/656nOu6Whrttbdqk6+Rxn6t3/7t+HCaDvbURtuxcTR39pRF77+nBM4JzR84i9VWUalKPTgz/A7VVK/yETSHK39GaLnzs7OS8oP2GlRMMM+tFNcwRSNzwVvUVvtzi3QLDDr9XqyxnjqaVHIpEhBtipFYK/d93T97TRGfSltt1t2Qv92hWO732kfdtKPVsUBwy+aZu2sbe9LbnwqN/2nqOhzRWEgtc71PVXgvqa5niqVSrZPrfqospheyHq9jqWlJdx33324cOECOjo60NfXB2BrbVerVZw+fRrd3d244YYb8I53vAMHDx5MB3LpnTC50q4Mj0BoKzDu75Hu+sM+FNGmFe/sVN+1A67aKUX9auvCtyIr3dGXMq4f1BRZX364iX7v9UYCWxW8K6UidFY0pmjCte12LKcogYzvesIixxz109uLYvQEGEzk4px5u0UoPKJXZGFG7xQxZc4jEtWT81jpuFUA5YQCLQAPk+WS+XyLrI81sjL1c+dNjevupDiYb0fYcKz+Wa6ORqPRFB7MrU8t6mVRd27kdfH11Y7g1nWmB5hp+24d5+r1816K1nuuRPTzdttR5F5fFJLSdpxvonXQiq90LUXr3+vVEJGCWKevywIfA72Ful2YCr6rqwuDg4Po6OhICaYMc2jxcDnH2dHRgZWVlRQy1jBfqVRCf38/PvjBD+Jd73oXVldXUy5IqVTCysoKuru7U/3f+MY38MUvfhFLS0tN90+50nU5ERnK0Ty5bNDPdY70e8691+v6R+midagejEBDJKu07aiv+n/R2onaq9e37q76u7/7u52HVz784Q83fakMHXWWA9fQADuRm7Tc5PmgcgvNv3fBfdGAZZHkgEm04LStVm5S1lEUJ/TYdASqovc16VHfZRb3xsZGWnSsQ2mSE2RRydGGddK15/RUhlY+KVp45B1dJP6e00fvf1DF5PSi27CVoigSBkXKM8dv3m8XGCoktK2i+qJ8Dactj4Z2C1R5n9+3Ah0ObiOBFHkFvX/6fK7vrejofczxZ8Qv7eabqKxS726kDPi/j0nnlgCP/0cKLhpnubx9i7ErNRauP81niXJedDyu3BxgsH+U83xPr4bgM5Gc5Pd6BX2pVErejoGBgdRnza1wIKNz6GFXyjc9hr2jowNXXXUVbr75Zrz1rW9NB4OxbR7VXqvVsLS0hP/+3/87Tp06hbW1NZTLWwebcZ54tojKF+aDRKBIaUx6RqcV+5iK1ovnDUXz79EHzfEoKqqbIvnsvBGFXXL6ijTe3NzMhld2fAx65O6J0FP0bk75RMVBSlEyi//OLQotRaCgqD/6vvarnfwB/64oPuqf8ztnSMYGuUDoztQSMW2O6aOiykAVs7v2HZXre7kFGrXhgjGHzpUuRV6P6J3c2CNvy6UUp3kE+nLhuVwp6pPSx4Gp01OFWdSfIpduNKdFfKTKVscQATL+biUTojHrGGjsOKD1ceZKJFei4rkM2kf+jviJ67dojfj30fop2gLsz+cUpQIpfd/nzMeR0wM5niDfMReD8mptbQ0rKytNt7sqjbwugghg25PCvr788sv4yU9+gscffxz/+l//67S7RS88BID+/n78q3/1r7C6uorPfe5z+OEPf5hCMgsLCykBloU7cHJANzdeloi2Skt9XufW5zICFJcip4rArn7ma9LnNlrD7fRnR4kHHi7xRp1hXZAWCaccs+tvL5qN7AK9CHAomoySMKO+afHnVcjlrK9WShGIAQdBRUdHR7pjQIEGD+EplUpNt+Wqh4MWjtO3qM/aPwcHbM9zOljaUUb6vYOU3Hz7QlDLLadIonFriZSFfubKS2mS4099PgJsWjg/zsM6N0Vz5PUrGM0JE32XNGqn+LreCR9pe95v7ZvX0YqG7Qg57187a17lg88n50vXFd/xtdYOXXLjLvo7op+OS9e9vhfxlSs/BavqtfafqB4HW9o3ACkng96EarWK3t7elCBK2RYpNJ0L987UajXMzc2hVCrhzJkz+OM//mN861vfQnd3dwI49NjQQ1StVvHP//k/x+/+7u/iwIEDmJ6eRrVavUhnVSqVBGBaFZVPOTnQqqjedMOuqFxqDop/Fz3jciMCsuSBVvmEO757RTsRLaYcOm23KJPp/20hqIy1oUUXmVvIRa70Iq9ElJcSFQ/p+CL1cIuCI34GoAnds96urq6UYOWWmrflbZDJcwjWaRd978ImZ2mxv9EdF36HQSse0r5oyeVxRKXR2LrzoVKpoKenJwmmhYWFi+r2+lrRyZ+LBCn/9/nK5ZYUATI+594Fp1XuckPvl/8dfZejgSs5/zySJcofOTp5P1op9Wh8RXzhn+dkiH6vClHn3XMPFLT4+1HROXd+8H543x3AFikRd+NTTnleg9YVFe+Pu+VpFHF9Dg4OYnR0FFNTUwmw6dgZguH7zuPAtuxlLgfHwd8HDhzApz/9aUxMTKS+8J1arZaMt3K5jL/4i7/AN7/5zSZgpXPgd+DkdFQkf/17/V/p5zJbP9f7fThP0fy1Kl5v1A8+F13Sqc9EYKRc3rrH6+fevZIrEdppNfhWKMvrL2q71d+tyk6ebbeQMdupu9UC1t90FbJut2R26n5rd+yR0ih6xnkhR4tfFO0jkBhZRpGFy8Xc19eHwcFBDA0NpfM6tLRrbejz7Vg47Gcrz1y7bbb6bKdrLNefnfQpB0AutRTRs93wWLs5HjttPwICl1JPu30pChu1onekMHJ9ogeiXe9wriigWV1dTeB+YGAAlUrloiMCimikfe7u7m4CHPzs9OnT+OpXv4pnnnkmAR+eZtrR0ZEugltdXcW73vUuvOUtb8Ho6GhTXgY9W1H73o+ccReVHGjfyRrZSYpArkTAyMeyU51dyHdFk8pzOlpZEq064RPhhIpO6lRl1c7gmcQSocTof7/USg+uKRpnUc6FthV5RiJLk9+XSluxypGRkbQQ5ufnUa1W0dPTA2Arhtnd3Z1O2Nvc3MTa2lqT1yByx+1UYXrJIfPcsxFg0r64Bc93/IAn0lEFiX4f1Z0DSLl5bTQa6O3txeDgIAYGBrC2tobJyUksLS0lIetHxntfcrktOc9ZND9FVmxk3XhpBZL0f/d0RAcMRWAx6qPOY9Sm84PzaWSsRLklvq69j5EFyjpYZyuvV06BR3PrtPAcmZxCIU/r+QpFwCHyWHhfWpUihRFZutquj8ct8RzfuQz0OhuNRjobp7u7O92rUiptHerFw7xqtdpF3gsvmuOm/9frW4dLMqH0l3/5l/GRj3wEvb29KJfLmJubQ39/f2qDu1mWlpbw53/+53j++ecBoOnIdf6tstzn3Wmh/YsUvNMyJ2/5vya4uv6J+qHfe3tRH1TeRpGLosL3arUaPvvZz4YvtbV7pch1U7QQXFBECz5iXHed5Q5ucYGl7Wn2cFFx0BHd5VFUSJtIALtQ4W9N9NT3eYFRb29vWpDVajXRor+/H319fVhbW8PU1BSmp6eTK0uFbrTYo+IMmhMg7YAOXWB8p1W9Wlxx5OqNSgT8+G67loAqJM6PLm4VwJHLXIGD82MREIre+UWAxFw9TmdarQo41F3r60rH0w7QKZIb2tcImLJE4UsX0tF4I4srZzzkvmtXySvfNxrxNn4WB0B6SJTLOj/gL+pXq/7l5sVBoRt3EdjJgalW/3uoRvNemK/W29vbBPSp4HXsTudIeSpf6EFl9XodfX19+IM/+ANcffXVTQmi3PUHbOmCwcFBPPnkk/jSl76EM2fOJDBUqVTS4WJRTlsR8Oba03ejeYv42H/z/UjeeomOrvB1rm21k6agnys/8N0i0FG4e6UdF1qrDrG0a6Hx2SKFEblQdeC6cFXpR5Zn0Ul07RRFsL4YWyk8T8YaGBjAmTNncODAAfze7/0exsbGLnJldnR0YHBwEMePH8cXvvAFTE5O4pVXXmkam/fl51ViuZJjck1mdIuW70UKKULikSXm77aic0QPX6SudLWPrQRLrv/efgRMdmJJ5GhWlGMSKXR/th0h58Ld6dcOIGUhfzCW7h4WDU+2stj8c1eaLlTdA6n/R3yk77pnVOtQOeP98DajCxgjOrGd3Ly3C/IiYyg3xqg4Xynven2+XopkOOe5Xq8nw6lcLmN4eBiVSgXLy8toNBpNF7w5nd1TxELvRnd3d9qWu76+jnK5jP/8n/8zbrvtNrzpTW/Cddddl7zk5XI5nQeyuLiIm2++GYcPH8ZXvvIVvPjiizh//jzW19ebQDDPA1Ja5OZAfxx4sBStIybBEkw5nylg0KJ3uEQ60OVjBPK8RPKwaPxa2rpltt1ncguhqEQJWFHbKog8WUoVrS/SVoCjVRJO5Pr0RdauNa2M4UxYKpUwOzuLO++8E+9///sxPj6OmZmZrCV44MABvOENb8DTTz+N48ePFyqadksOebdT3NtA4crF7+248uV7EUDR+iNviNYb8U00xugdfqcnuhZZJN5H/T/n1YsAk7pdLxUgulVaBAoiRauCPOey1bocmOT6HoEcbZsexkhJFYHSdufC+3ApPE5Bzx0XvONDc6rYd7+Ai+DKn43oket3BBK0/nZ4JwLd+jn/5v9Rfog/57xB5eZAzcNl9ChorkS9Xk8exsnJSfT396ewMvPYaFCqsie/8oh1pQ/1gYZPOEdPP/00fvCDH+B1r3sdfvu3fxu9vb0pHKP9qVQq+NCHPoSNjQ185zvfwZe+9CUsLy9ftC2btM0ZKT7fnlKQM6D9HaVrBMqdx7QuTcpl/6PwseriVuskkrktdX7ht9b56KeoMf1fLyDThCRgW/mzRPkQKggjd3pO8bsVoovfmSNSaDnrJ2eF+Xs55mg0Gk3XP1NRdXZ2JobUbGwAyeV45swZ/OxnP8P3vvc9nDhxIi04BV9qUZHW3o8iq8iLgwQVWk5btqV5MzmAocLbF54+60I7KkX8qHPtFp/+rf2K6KULMuJ3tyYcLLmQivIWvL5c3yPhEI0pEgJKT/bTvWredtR/Kg7d8qvvUOmqIlDFzLmNwElkCXrx/rIO0rWdOorq1flxvvYwsCqFIgWuffXvtV6lhYMEXXdsSwGIAwP1OGqORNH4VW7ouLxPUYnAKsepvMcQpoOitbW1FM6gTOnq6kr91lAox63bmMlzKvuVJykzf/SjH+HRRx9tOvyM3hE1mPr6+nDrrbfi1ltvRU9PD2q1GiqVSgKUjUYDlUolHcxHPqGi17VKrw1L0Rr3udZxkJb833f6aB0eUlWApPTX+cnJGp9n9k/5r+iQsra2zBYxlwu2XCxTFSdLLobKHxfI/IxFBXlUl6NsJ1rk/Wi3aHs5F7EvXKVJR0cHlpaWMDw8jK6uLhw4cACzs7M4d+4cxsfHE2OzLiL2lZUVAFuH6jC2GKFuBTK5OVbBr5+xuOKNlGI0tugdr1fr97YjfvO220HgzleRUM69pxabxk+dD53/czRgnazPx9XOmKPPW9FBny9ydSvtfc1xzeYS2PTZqG6lW9R35wN/JlqfjUajiZ45oOjHqus8aQI2cLH16fIhBx60Pbf0I/qoLFR5EMku5becotd6XQ4VlWguovmP5s3XPOmj36nRkaOhuv6VHgQOlUoFXV1diT6684RyUWmna5YANzpHif1hyOKyyy7DPffcg8OHD6e6lpeX0z0tBCWdnZ346U9/in/4h3/Ayy+/jI6OjvTc+vp6dqwOINpZ21x3vNpCC4FBd3d3Ajg+Rm9T+6O37Bb1w3ko4u+ovXq9jr/5m78JGfDnBh1szAUrP/fwRascChXwjr58kPp3BCpagQ4XVEUKwEGGWhBRfE6tOj8OnkBhfX0dhw8fxi233IKXXnoJp0+fxvz8PMrlcmImunT5Pheeo9toHt3SKmKWSOG3AzoiWrmV44uhlWBsBwRGz2i9KrD1nQgU+JgjIM2+cq4j2nl7zk+ueFoBqZ2CjnYATLRGopKrN6JZpID0uwigRG7gHJ/leEzXZA50uIdJn4vq13i9egeAixPBc3Iomke1uLVvkTHFetwDlFsvfuS2j9Hlm/Kvyz2nn8r2XInkjI4rJ8dZP70SmrehdZdKpXQ4F73kwNbpy6SrnwGSA/98Rk9wpgLu6+vDG9/4Rtx+++3Yu3fvRTK3u7sb9frWmUhra2v41re+haeffhovvPBCqlN3Eyrd1AscgY5IBpPPKpVKUw6H1kvPOIGH8pJ7232+It6O5oe/3bOXk1fs3yXtXmkHdHhYJFpYCkQcdHDgviC8Ho39+uRE7eqiLRLCUYmIqQpH64yEmloc6olQq4YImp6OM2fOpAVQKpXS93TXKfOyvY2NjeSCjJSZCxtXiLpAcwpY6yxSiq2+i8IIUThL+73TovVGAMAt2UjI5lyIOncRPXVsOlfAxfkoEeDQOnw8ub7kni0Cl5ECjLx1Uca7gm1vYydzmRuX0iZSGq3qiECHrl0KZq/D6y/ybPC9aM1E22BzwEUBRQ50+E66nCyjcoqOHmDJAd/cc3w2N/acQeJrjs9Q6UZu94hWDCVzV0mjsbW1XbfWAkj3fGh7OZCkPMbwSVdXFxYXFzE0NISVlRVUKhUMDg7ijjvuwK/8yq9gdXUVfX19WQC4srKCp556Cvfeey8WFhbQ09OTjjTgmJQuXo/TWmka6UKXazomNy51ntybqfT6/7V3P6GbJOdhx5+a0ezOag/rP0LJOsnGlkEIrS9GbMhCUIwSkZBk2VwcI60DuRhiHXwwCEIOtoUMySGIECWnPWoJOMKJ0WIRE4MginIKMQYFbKR1YhSyQolEYHdWM7Mz2z7M1DvP75mq6qru6uqq7u8Hhpl53367q/9VPV3/WjfT+WOna5/8svqBS/8uVEN3//795S98s4m10azdqN+wZjO1XLaNym/fZiz2Bo0VBv7Axb5PFXSx5hTdFhg62U888cTlpUI6QvSverZz7NsLUh9zfVzm0qv3z2bken/n1mEzTJ25hG4eWyiGmshyMsdcdp/0/2M3rd0Xne5YQWALXbttu36dudj7IXSdpj6P7a/9PPZ7X/2sMxRfLe3/bd88G7oWbZAaOw6l59Ceo1w5zaM2Y9UFm33in7NkP3W+E3qQCq3D5y82r7PBog4A9L6mAjXb/B0KjEP3RioP8Wzgaa9J3ZSiAzWbn+nrTncQvXbtmty8eVNu3rwp9+7dk6eeekpu3bp1mZ/JL+trS3ytiE+Xvm7tsdK10c496uz6mc98Rp5//vkro1Z0XxM/d8cPf/hDef311+VrX/valWN99+7dy7tc/L764EQfJ59ee1/ZvFXvi2+CskGKbXbU59D/W//tj60N2ELXu80TfPDm8xj9YL74hW++YAz1wNZ0YmJBSCzwsJm5yOPNBnod+nehdjOd8aduQH3hhQIRLZRunaGFbtJr165dOhzp73QVoW5bsxmI3V9944TSajMEm1abvhw6I7DHQF+8seAt1CwWmouglH2K8p/Z9NkCUy+rrwG/vD+XtsreBln2PNnjaZexmX1ITtNH6LexICEWhNj0+G3FriX7WShILmWPj76Xch9OQjV1KbFa2dg5CRWC+v+xcx9aj7+mdF6n+xr4QlmnU3dS9EIFZyhNMbHC3e5z6Hex4xT6LpTHxAJ9y96PPh/3zS++PHryyScv27179+7lGPoHQR/MhM61vwdsUGTT98UvflE++clPysc+9jH50Ic+dGVdzjm5c+eOOOfk5s2b8sorr8iHP/xh+da3vnUJPnyzi9+Xu3fvXmpO9PHRzXqh86KDRF2wh8q40DEOnR+9HzkVA6F0vfvuu1f6evnfp/L05OOFrYIN3QB6J3Ju/NhTiT+AOrCZW6etxo6t16Y5dQPl0Cfcr9PyGYZvc7NvfrWZhE2j34a/yfTxT2WSoQInJ7MI/QktZ7cVKmxTEXTomJWcj9iyoZtVZyqxtkrLPmHGanfsenLPR2xf7DZyzktsW/r/qfsnFEyllg+l0X4XOxZ+/frvNey1mFrO3qv6M31Pha6R2HextFihe8FeF7n5UM751OmOpVXnL6HrJvY7uw6brtBDSCqdoe3awtMGxz4vvHfvnty+ffvKCBOdLj2iKpQX2uNjrw8fvEzTJN/4xjfky1/+snz/+9+XO3fuXIbU6yHCPvB5/vnn5ROf+IS88MIL8vbbb8uNGzcu6XzvvfcuTUWx2vHUtZBT3uljZf+tP5u7/kPHJ7au3Id0b3Ya9FB7r8jVp24bnISE2n/87+dmHrX8QfJpsBF0qCDQTxSxDCt1s9jf2ALO7qvfLx94+H3XJ0l3/EoFMPaYh7aX6qwXOw523ZY9ZqFmAluTEXqKssfc1t7YbccKcE0HBno/dZp1sGO3pZteQgVo6HoNnTe93dCxCR3fVIGgtznX5GAz+ZyCRuTqU0go4Ehd63q/QudNB2t+2VRBkgp4YoFa6Ht7nPWTrk53aB9D6woFBaHCLZQHxtgRUaE81X8XOqexzD2U3/ljYOnCLRaY2r4Bej9tIBaaTdX2EQit2y+XU7sn8miyL71d/5ZtP7rl7t27V2YyFXlUkxxar69xtnmU//v69ety+/Zt+cAHPiB37tyRd999Vz71qU/Jxz/+8cvvfJPOjRs3Lg+W9+/flxs3bsi3v/1t+dKXviTf/e53L8N99Syoflt2CG2oj4U+B3o5ew7tMqHyOJbX679D152+LnQTjr6f/QP2tWvXoh1Jk3fK+9///stO2Ixb91HwG09NPW6bZmKRs/63LUztMqHM0d5UfvlQG6n/3P4dY7evMxu7zz7g+OAHP3iJbvUF4m/SVEBhL55Q8KB/54+X/hMqGGzhELvR/cXlO7Xq3/unDVszZdPulwllcDaoSQXAetv23Op1hzIQvx96fhidllDGa2/o1LmI0enRTxSh/YkFZVasmU+fA32OYsv7688fm5zAz68/h02DDVRCmVyq+dafN38t+qdNnUGLPMpn9L1lj3HovIau41BhHGvOzQk67H1jR2rotPrt2WvE1jiH9k2z17k/lqH+A6HgJRUI2nvJnxd7X+k/vuZXT07l0xMb2up/59Pm3IOmllu3bsnt27cvUwf4t0X7+Y108ODLsFBe5ddra5RFHpSBb7311uX8fuUrX5HPf/7z8r3vfe/SxKPz8yeeeEKeeuopuXfvnnzkIx+Rz33uc/LpT3/6cj598OHzVb/foeNi0+ePhz4uNhC2eU2oDND5dug3oXvfXmP+OPr+KvravH//vjz55JOPreNyDaUyz89+9rPTG2+8cTnhtonAVy/V4hMeipR14RJ6gtQHQi+v/+8vcHtzhTKj0HpSN6PI1QvB13DYddknP5vu0DHR7Po830FLd9LUxymWocYyq9D2Quvwx0df5Db9sYImts3QuQstY2u4/PH2Q+lCTwX+t6FC2u5z7IlA36Cp42YzgtBQM12TqK93/29bq6KDGFtjZLftf+vvW78dfY2EgjWdCc0FJfp+0XMm2Gpxe1z1b+xxiwWDsYcZnSZ7rYS2H6rdCh3HmNx7JyRUg5ZiAxsbhOj7zy8Xysf0dz7NvvbAHvNQjbO+BvQ1Ys+lvsb0umJ5w71796IThPn91YW6PW/+WvMva/PL+pF/OrDzn+vC2Bbcemhq6OHEBzTXr1+Xl156ST760Y/Ks88+e+WetDWKfn6lb37zm/Laa69d5v24fv36pabknXfeeazFwG8/dD5i/S98s75dhz/f+prR94OuGbLXjr+nbZ7qR1/6OaTeeeedy3LPPfecfOELXwjeGMmg4/XXX5++/vWvy5tvvilvv/32Y094ei54e3PYG8QWVP7f/uD43/oDZatg/cHXN62uGrNspuxvBPuZTY+PMm3VrL2pLwfQnDwtNPOi3m99k/rlrZJ3w/igI5TZhKrsY9W7nt2fUEGnz439rb14bUHjj7WuZQoVzLHCwZ47fZOGqm31ObTvzvCSM+kFCueYVGHoj6EeRRI7z6FCSt+HOmAJ3TP6t3rkQCjzsWn115NNgz1m9p5MZZj2etf3QGg7oUA1FvDbGo7Y9eyvhZyq51jAq/+2tS2hBwUbDNjJwPR+2/TbQlj/0XNC2AcMTw/l1Q8net0+fTZ/CAWX/jObH3v+iV8X4jZf98vfu3fvykSI+jyGAmkdDOhAxJ8H//nTTz99acrQxzU0CZtzj2ppbt26dUmnvq98mvTIGZ8WP7xW75sOvPz+O+fkrbfekldffVXeeOONSyDg5/fQ+6oDulhtpa0EcM5dGbQg8mgeEp3P2sBCP2SE8l89+k1v37kH7wvTc0k988wz8swzz8iLL74oL7/8cnnQAQAAUEv54HgAAIAFCDoAAEATBB0AAKAJgg4AANAEQQcAAGiCoAMAADRB0AEAAJog6AAAAE0QdAAAgCYIOgAAQBMEHQAAoAmCDgAA0ARBBwAAaIKgAwAANEHQAQAAmiDoAAAATRB0AACAJgg6AABAEwQdAACgCYIOAADQBEEHAABogqADAAA0QdABAACaIOgAAABNEHQAAIAmCDoAAEATBB0AAKAJgg4AANAEQQcAAGiCoAMAADRB0AEAAJog6AAAAE0QdAAAgCYIOgAAQBMEHQAAoAmCDgAA0ARBBwAAaIKgAwAANEHQAQAAmiDoAAAATRB0AACAJgg6AABAEwQdAACgCYIOAFHOuZ90zk3OufftnRYA4yPoAE7IOfe/nHM/dM69rf78673TBeDYeHoBzuulaZp+f+9EADgPajoAXDjnrjvn/oVz7v855/5ERP6u+f6nnHP/2Tn3lnPu951z/8Y595r6/q865/6rc+7/O+f+0Dn3c+q7f+Sc+5OHv/2fzrlXmu0YgC5Q0wFA+yUR+Xsi8rMicktEftt8/29F5Bsi8jdF5K+IyFdF5CsiIs65vyAivysi/1BE/qOI/A0R+W3n3EdE5B0R+Vci8sI0TX/snHtWRH5s870B0BVqOoDz+p2HNRL+zy+JyD8QkX85TdN3pmn6gYj8M7+wc+45EXlBRH5tmqa70zT9F3kYcDz0iyLy1WmavjpN03vTNP0nEflvIvJ3Hn7/noj8jHPuqWma3pym6X+02EkA/SDoAM7r70/T9CPqz6si8hMi8h21zJ+qf/+EiPxgmqZ31Gd62b8sIj+vAxkR+Wsi8uw0TbdE5BdE5B+LyJvOud99WAMC4EQIOgBob4rIX1L/f85892POuferz/Sy3xGRL5lA5ulpmv65iMg0Tb83TdMnReRZEfkjEXl1m10A0CuCDgDavxORX3HO/UXn3I+KyD/xX0zT9KfyoLnkN5xzTzjnXhSRl9RvXxORl5xzf+thh9Sbzrmfe7iuP+ece9k597SI3BGRt+VBcwuAEyHoAM7rdTNPx3+QB7UPvycifygi/11E/r35zSsi8qKIfF9EflNEfkseBBEyTdN3RORlEfmnIvJ/5UHNx2flQT5zTUR+VUT+j4j8QET+uoj88qZ7B6A7bpqmvdMAYFDOud8SkT+apunX904LgP5R0wEgm3PuBefcTzvnrjnn/rY8qNn4nZ2TBWAQzNMBoMSflwdNLj8uIv9bRH55mqY/2DdJAEZB8woAAGiC5hUAANBEsnnFOUc1CAAAKDJNkwt9Tk0HAABogqADAICGpmm68idnef23XYddLjcNe0h2JKV5BQCA5WwZ61yw1UGmaXrsu9zPYtsLLbdknUvEmlcIOgAAqGyLgnxNGnxZPxew1ApI6NMBAEADawKOUFNK7m8snQbn3Gya9Pc6SKnZFEPQAQBAJaHahSVyg5bcbZQEM6FlagUeBB0AAFRgaziW1BKEahvmls/Zjl9vybJ2G7lpSiHoAABgpViTypp+HXv1CUk1D61NE0EHAAArxArpWk0SrYe3bhnsEHQAALDQzAjQrGVrBhVL5+2onY4Ygg4AAFaoPcJjLy2ac5inAwCABXKGxvplUsuWrKcWO4nY3KRiC9YfXEnyhW8AAOBxtQKO2DrtZF4l68lJY2iESgs0rwAAUCC38NeBQk7fj9BkXmvn+rC/37sZiKADAIACJXNWhAIKK7cz6praiNJJxLZC0AEAwAI6+Kg1+2iN2UD1G2hDzSiht9WG0rIFgg4AAFYINYWseYdKSa1ErPkkp8/GVu9XSSHoAACgkrWFdyiAye0M6ms2cl/sppdtFXgQdAAAUIEOGNYW5rnNHLE+H0uG2LYIPAg6AACoqPYbYrdMQ63f5SLoAACgIhtMtJoDY80U6LH11EbQAQBABbERI7nWBicjTMdO0AEAwEq5nTi1LYKEnHlBctaxVfBC0AEAwAp71m5sofZ7XjTevQIAwAqlBXTLybhy2Knat0wTNR0AAFSUaprQBfseAUcobaF5O7ZC0AEAwAolU4nvEWzo9KVmJm2BoAMAgBWWBhKtCvvQzKV7oU8HAAAV5faNaFnj0arPxhyCDgAAVtqrc2jJSJNYjUfL9BJ0AACwUstZR/X7XdbOx9EafToAAFgh9Ir5rdgXyi21V78Ogg4AAFbQb5dtUZjXnDG0dfBB0AEAwAp79I2wQU5p8BCaLr1F0ETQAQBAJS1fuqZrWLSSt83aDrBbp5+gAwCAAr5GoJcJt2zzTk6NSyztS2tOcjF6BQCAQrlzcGz58rTYNuc+i33eIq3UdAAAsIKtFdAFd4uAwzanlPTN0Mu3mLmUoAMAgBX2flOsDXJs59DSdWyJoAMAgAK66URrOV+HFdtuqvZCTzDWKt0EHQAAVJAzQ2hp80fJtnOmYre1Iq2H+xJ0AACQwc6LEapF0N+HakJ8YFKrkLeBRiiYSQU4qaaYLQIRgg4AAGbYd53MjRTRy+rahNScGkvTFEuD/iw0FHYuyNiiRoagAwCAhF7fdbIkTSVDeWN9V9Yg6AAAIKBksi0vVQMSKry3eo/KXC1GbJ9CTUg10+hm2nr26YYLAMCAQh0zl9SUrO3guXSbqd/krFPFFMEFqekAAKCCWM1AqKYjNKGXljsSJvb/3N/GOqKWvr9FB0mpbRN0AABOb66QzelUaYeg2t+khrEumdArtJ5avwkNrU1NnZ67bYIOAMCp2QI1VDOR27chNTtorpIOnGsCFBsUpYb7hpZZkgaCDgAAAkIFc01z684dXeLXldpO6DMbFOk5RHLfnFsaVNGRFABwWrFJvuY6VIrs/86VOX4/Wrw91m5jmiY6kgIA4MUK45wahi3msFirdVpKOq56BB0AABi5zRU913akZk+ttf7S5ieCDgDA6cw1OfQcTFihSczm3gFTS2ln2fdV2zIAAANYUuj21Ixi5bwHZm75tXL7uRB0AAAOK9YUklPwtnjr6tZi71qp3bk0d12MXgEAHNLWBW0Pet0nRq8AAE4hVtXfY+G8Rq8BRwpBBwDgMHrue1GLnWp9JPTpAAAMb5QJu0odaZSNCDUdAICDGK0AXio0g+ooCDoAAMM7asCRs18j7TtBBwCge6nXzY/0pL9W7DiMgj4dAIAhjfSEX4vtPFoyI2gPo12o6QAAHMpIT/5LhF4/P8o+E3QAAA6jh6f5PYyyzwQdAICulQQSoxS+W5ir7ejh2BB0AAC6ozuI9lBYjmCE5haCDgBAV3zNxtpgo9eCt4VeAzWCDgBAN2r1yThT346RgiuCDgBAFwg4yozY/ETQAQDo0pIn+LMEHCJjBRseQQcAYHehYMFPhFUSfIxYEC8xUpOKRtABANhd7DXtuR1KRy2Elxo1uCLoAAB0LxZUnC3YEBl7nwk6AABdiM0zkdNPI1ZTcjSt+6z4Y1rrxXoEHQCA7ozafLC11sfFb6/Wdgk6AACHQKBSl63Z8Md3TY0Hr7YHAHQt1HTiPyPQqG9u/o81x56gAwDQPVvAxQq90OcEJ3lKJhtbejxdqprEOXf8XjkAgO4ROIxlmqbgyaJPBwCge7kBxxlGsIyMoAMAcHgEI3UtHUJL0AEAGEJOIRfqz0HTTH1LjydBBwBgCKkJwEJP3j7YOFrAsWetzdqZYQk6AADDSI1YsS+IO1qw4fUy+6qetyM3TQQdAIBh2aaTI9ZshNhCvlUQsnY4MkEHAGBIZ++r0du+56SHycEAAMPQT/S9Fbp7aj1Da6gJK2f7BB0AgO4dtVNoTS0Dj6XNLDSvAAC6dfROobXt0cm0JNChpgMA0KUeRmiMqEWAtrSZi6ADANAtajj6xORgAACgawQdAACgCYIOAADQRDLooBMPAKAWyhQkgw468AAAekHQMj6aVwAAQ+BBeHwMmQUAdCM2GdhWM23a2hMCm20RdAAAdqUDCvvGWPvvtcGHDWrm1sWMqHURdAAANqUDBV2IzwUQ9ndrC/5QOjw7fXjrF6idhZvpmDNxwAEAa8QK794LdZ++s9R21Dwf0zQFVzQ7eoXewgCAGqZpuvwRefy16DXLG7+u1Dpztnmmt9vGaoFqmh29coYDDQDYju2bESpXbIG3ZcHngw2fltS2zvTw3WI/GTILANhUTmFmaxTW1oLE+mSEai5iD9e5nU2PZstAi6ADANCFWEGng4SSmhAbuNjPcFXNTrsxBB0AgN2V9pvIXbY02DhLU0rKloEZQ2YBALvLnaSrpEDsfXTMGVHTAQDYne4/QaDQTm7NTq0aIIIOADiA2kNOa8oNIlIdGJd2Js3R63Hb2h41QTSvAMABHKV2YI9JxHJGshyR7WjbYt+p6QCAgzjqE/vWhWHrWqIez1POfCU1EHQAALrUKhg4Uj+SHgMabdegQ4+37v1AAQDaO0ow0Mqa49ViVtjNgw47135IzlS0AIDjsuUEw13bsm/Y3Uq1jqShgCFWZRWbrKXFbGgAgH3E8vVQnn/kMmCrfVtadrYsc5OvtnfOPfalDRhqJDY2P75Kx6r1AwD6xEPm/krPQc7yi15tn1N7UeNiCb1O12+HixEAgLQa3RNCXSFiccBSyaCjdMVbdAilnwcAANuJzQa7tPxN/a5aR9LQ64JLElJjeQAAzmbLsjK3TNeDRlK/yQ465nYqp1Yk1Yko9hnNKwCQp+cHtdhIRvL4OrY4jqm+lvb73C4RWaNXWnT0YagUAKzTW76ZGhDAYIG03HJw6/JSr7/GdmZrOloEAKEIqeeIHQDOYG2bvi6sQk/JDBaI6+W41E7HbNCxx47rycIIPgBgH6WTNsZGOlB7nSc0Qdqc0qGue+v63SuhKJhABAC2l3rFfEysGp6AI19sQs2lAzF6a8Ya7tX2dk6PHg4iAJwBNRZtldQSxTp59na+ZmckHeUis9EcQQmAM8mZxCk3X4zNEm1noh6lfOjZmqnLvR7PQWxG0sMEHTGhYITaEgAjKMl/ay07ep7fkzMfy1jQMdu8Mno0m2pbDE2/Hvtd71ElgGPQD0OxPGptHpTqIBp6KBu5DEBfsl74xgWXRkACYCnyj/M4cu16IJZYVtOBebH5RY54YQGohwe64zvDDKxzb4rXZoMObooyseFOc8sAOBfy1nM48jleUnOTbF4RkenIB6wHtV8bDKBvBBtj4/zlBRuLOpKe/cC2kPMGv7XngSYfIF/ovqtV0FBgjSOW/6Zqs89wbtdew/Tp6FjuK4VTy9sLJGc2QeCsQveLfi2DyPJpp3nPSH9S+WjpuTrDKJ+5/cu5R7L6dHhHPpijyT0XS6Yjpskn77rn3jiWWMDh5dZ81H4r5xJzk3udVehFdFhuyfHMmqdDrxzHd+bqw5L9ZNTScZQWyD081Zbekz2keQ/cm3WEXkS35HhmN6+c9YLFAzlP+3PL9iZ04yxNe8600kt/i/pyajHmajJieWKr82mnJLf/xgOjHI8RHuxq1BAV9eno+WBgHyXNNXtcP70U9iXTU5csjzwl1cBzAbYNVuaaZXoy+sPjEe+PuSB3D1sG00VBx8gXK/bTYoRObF2jXa8lBR7yrHmhli6kczpqi/T/wske02TFalBHSPsaLcrYnGtzy5qzrGnQgRZKMmoC4Ad6LtxqWVuTsOe1UnvbsfX1cD+UvnAuZO99WMoGqK1+u2Q7uZ/r772SdMbm6SDoQHdyOi2PmjltJZWhpOxZGOc6QiE78jZrOkOQXKpV7cYO1ypBB3AWSzP3mlP2b93JODUqoVUmO7ePowcJOUJPwv7fdpmjH4sltrxGdq7lqxN0nOEmAjCmo89P0VPh3VNaRrZFE5zI/uclFnRcK12R7mACAD05w9N1rf0pycOnaQrWgh3t2GojlXFrZ771v2+xz8VBh3fkiw1xNvMJZUZAD46UR+kAqtb9ptc1dx8fPcAYyRbNlkvm31h6HfLuFRSJjd0+UhU20JPURGYl67B0IHH2e3fP/Ct35IhfdvRzRdCBKmKTJOnvAZRbO8fI0nUcxcjHYMQ0z2H0CqqKjTm3UzV7R7ypgD1Q2zhv7+GpqflJRguOMub3YMgs+rP1sMo9jZaJYAwE7WVsf5hUQLCmVim0Tb/drfScxxB0YBhHfWI76n4BR2BrY3udlM6qmabS2VFngrjgF6fv09HjRdSTPZ6qjto5tcVUxxhbz0+uRxGbAG9uRt8jdOLswemDDqTtObsiNziOruYMsGe0JEjLWfbso3pK+piUlguL5+k4Cn9wmWti3llvwJq43vIc8fikhq2O/hSdOl+h611/tuZcj3zMeuYDCTuXi5WzjHX6oEPk8QMHbGmHFy89NqEbtuWP+Zk6fc5NLmYLplq1CWc+riJ1ZwkPNQHnnKeSc0nQoYwUeIySTuwrVEV69Ey6pVBwISKHqL0oNdfxMnUNrs3Pjpwf6qBiLrCrub2trAo69A13lJM+UuCBcaWus5rvQYgVfKNe43vlN7FtHj24iO13KMgKXbe5+WmN2o5Rr+lcR7nOsobM1hg+U2N54IhyhuptsU2RdbNd2n/vYYvtH3UESe39ik0AODcx4JKyJDWp1txvsY9VQ2a3OoFcGMtwU/VtzflpOSx56ZNhL9dejftg7eR0Le/FGkFDzbTmBAW2L1Hu9u31WTo6hTyyX0U1HfpvtczsRkqiVMzjhurbFpP17J2O0LpFxrmHe+vQOXduSo6vXnZmsqbFAVWLvgQ4llhNBzOSApWNEhQe9WFghIAo9ADn1Uh3znpHOE4Y16rmFfRllELtbHo6LznD7HpJq0jesStdpsX5mKtliAUXtYaLxuSst6fzj/Mg6Dignjr69cI+1R39uOTu21ZP2jnbtOdi7pz0UJCm5pjQwYX9/sjXGlCCoOOgqDq9quWQut4Dmx76N5R29uvhWOakYe80Ar3ruk9H7d7pZAjHVNrprkVQEKtOX7N8yXDDnG2uEWpWWLrPW4xA0WkoTReA9YbtSLq2YGjZ+7/lHAu1OpvtkQHHCputg4C9ayBqBgM5nUBr9ZOw28wNiGLrXjIywyJwAPo2bNCRstWkZWttvb1agdgeTTA5QwW3SE+rSaS2Tn/NJoncdc71wbC1HnrZEjQJAsdx6qBj6W96myOhZnX03k/9IUsK1iXrj23PNsWtrZavXbOxpLmiJKAorcmwn+duS+vl2gNQ1+Kgo4c+EanMbOumhrWBh1fydF9SVb00XbWfznMK2JLthpb1QoHJXIBQuq0aTQ52fa2aCtfes6nrb+k+9BTcAtheLOhIjl4JVavWNkJGtDTD1E+PqXW0PgZbbW+uUFpaUxD6ra2hsEFDzhN47PNUcBJbNqeWYW3gYX/f6ljPLb90mwDOZ+jmla1sURMwt95YoaWtfUq265rr6JejJE2192fJOWr1xB2rAVlTU+Clmn5KatdyllmT/iXniH4dwDGs6tMxVyAeMYNY0u+BDLONuZqLWh0ol6bNi10/pdvdo0ljSXNj6J6p0aQkwj0FjGZV0LFio2QWCsejL7VrsGI1AyLrajxaBx1b1OzVXKcIQQjQu82DjlT7+lEyiNI+LbYavHYGjHVan4feC8xQH64aHYy3zA96P6ZAjiOWCYs6kqofi0h/N3aLJp612+jtmGE/Pgit0a+jZJsl664dGOvAe4ugWx/T0HcA+jIbdOgajBw2Y8npzKZ/V2KuE2StTBP70QWW/XfJaI4afQtKR3WkRsbMdeKt1QE157dzHZrXCu1z7cBjTs1OzEBtW/Ux69Fs0FG7ejW27ppPVn59vTrDhZVrrjDQ/48VxC1u1rlOlTlBtv7d3HbsPi3p1OyXKwk4tjyOW9d6zG07hGAEvTjLtZfs0yEi01wP/NxhcFuP/oiNsDnLidxbrO+K/axFOmrWEtSSe22X3AM5BWZOzckex2eEvl89pgkYxSYdSUPV3YWJ2vxJlYyjTKqQCn0+sr2ujT2vyd7O497BT67ejhvQu+ZDZmvdpDlV0TnrILMY01HO3R61PiMZJfjQCESAuFWjVwo2cvn30loPixv6XEJNBqMUQil7p992CN87PSG6X8wI53zLzrfAUc2+e8W2u1qpjn+lRshoSpV0aO29jXsLNsPufZ9H7HiY26l0T6ECfJTCvMUoOuAounr3ylYFbYsCPNQrX/8fYaFCxuvl2KWGt/aSxqMZsbklFwHJVRyPY1rUp0PU6JXACh+tpPMLZU0n1yXbEun/mKDciNf8yAX21vOH9OYM+1hipPsNj2vekXRkI2fUyHfUTP5otQRnCz60Xmv/ehAruzhGfWjSkbS2VhkmN/Y5Hf08HyHg8Gwn07M4w9D1pTgGY+q2pmOLpzWCiwdix+FIhVQOMvCx7DWbae9ohhjbUa/j6s0rZNh9WhNYjXzxn/l6HPm8LTHCbKZ7IxDp2xnOzyZBx5Yd1WrWdJwhU8rdx6PU9uRM730WZ8jAQs7c12Ops14r3t75w97bb2m4Ph36xJzlJK2VE1CMeCxDBUps/pgR92+tM+6zyPZvrz2iI4xGXOPI+7a1nHm6cnTVp2PJRFo5mQwZ0ZhS82OIkIHgEZpctnGWYETb+to5y7XZfU3H0oKEgOM8zh5snLEAyGWbekefo6QXoRrF0Y/p3MNtaoTU6Pveg9nJwUTmp/mNLVNi6QU9l7HovicaFw9GwaiNMvT1aIfji5hNJwcjE3wcNyPWYmr9dQg+9kGNHERWTIOes/IeLqxUJxdqObZHpl4XfRTqIHDrB8f+eFL50vDToJPpjoHzVBcZdR00UfWJ63scpaPEuu9IqtUamoN2yMTr45jWY/t10dG0D6HaaM5JP0L3jP/3UlWaV4o3ujDBTN8NYC36eozjTOfHDnoYfZ8X1XS03Omc2o1YekY/OQDaCWXsR8nojyY043Dq+6M46n6JNO7TsfaCoQoOQE309TgWgsd+NOtIuiQwoA8HgD2FRguJkA/tofax52F1H1WCjjU1FWepFgNSeE9I3xiq3JctH0gJRrZVZZ4Oai76w40D1BN6yibw6MsW54OarfoW13TMvXRLLbsyicjBzTE+zmH/6Gg6hi3PC+d8nVU1HRz0feRc9NwYwHbo6zGOFg/C1CznG35G0qPLzczI9IC2aHIZ29Z5JnlyGEFHR3KiZSJqoC8EH8fRIn89ezBC0NEBmkuAsdHX43i2DhzP+gBJ0NFY7oVGpgWMh74ex9XiXI4ciBR0BSDo2BK1GMC50NxyDi0DhJ6DkdJrm6CjIgIMAB7Bx7nsERiMWJ4QdGyo5+gUQBuhQIPgow/6Da5bTSzm7fGi1B6vsUVvmcVVseCixxMOoK3Q22uP9KpyhO1Z4516C2+v1xs1HUAhnl6RQo1Hn/Y8B3s2ybTcptk+zSvAEhQiWILrBjF7BgStat5oXgEKxW7OmVcHACJydS4P3dxiP8P5xN5n1uKamHuX2tZpoKYDCIg9pYr021aKfnE9oVQP18eaNNC8AmSiWhxbIfjAGj1cKwUTXxJ0AHMoFLA1rjGs1cv1kgpACDqABAoCtJTqL8T1hiV6yq8epoWgA7DI/LEngl1sZe/riNErgBELLAg40EpsQjGR/QsNjG3vUSox1HTgdKjdQI+4LrGHrYJb+nTg9FI1GyI8UaIP1MBhbzXyxFjQcW3xGoGBzE3oRWaOXugmF4uJ6dCCc+5yHfo/1dZNTQeOjidHjIqOpujN2nk66EiKQyPgwMhCr2NnKnXsKXbN5QbD1HTgkObem0JmjdFQ64FRME8HTiOVCfNkiNFxfWMUdCTF4ZEh4+jsHB4WHU3RO/p0YHhzwUbsO2BEsT4d9PXACAg6cAi0deNsQrOZ6n8TfKBH9OkAgMHRtIje0KcDAA5KT+YU+q72BE/AUjSvAMBB5DS52O+AlqjpAIADSQUUc6NfgK0RdADAwejgwgYYqaYYYGsEHQBwUHN9PUSo9UBbBB0AcHCpzqR0NEVLdCQFgBNIdSaloylaoaYDAE4kp6MpsBWCDgA4mVR/jlQnVGAtgg4AOKnUKBZGuWALBB0AcGJzNRt0NEVNBB0AgNnhtdR6oAaCDgDAxVyTiwj9PbAcQQcA4Iq5JhVGuWApgg4AwGPmmlSY0RRLEHQAAKLmggs6mqIEQQcAYFbu8FqCD6QQdAAAsuTUejDKBSkEHQCAInOBBYEHYgg6AADFcka40NwCi7fMAgAWmXs7rf7/NE0MtQU1HQCAdXL6ctDkAhGCDgBAJbmTitHscl4EHQCAanJrPaj5OCeCDgBAdTlBBYHH+RB0AAA2kTNVOoHHuRB0AAA2ldPcIsJ7XM6AoAMAsLncWo+5ZTA2gg4AQDMlTS4EH8dD0AEA2AW1HufDjKQAgOZ0UBGbqXRuxlOMh5oOAMBucptbGOVyDAQdAIDd0dH0HAg6AADdyJ1UTITgY0QEHQCAruS+o4VRLuMh6AAAdCmn4yidS8dC0AEA6BZ9PY6FoAMA0D36ehwDQQcAYAi5fTgIPvpF0AEAGIafs0NkPqigo2l/CDoAAIdFrUdfCDoAAEMqqfFgRtM+EHQAAIZGX49xEHQAAIanazMIPvpF0AEAOIySphSaXNoj6ADk0XTLZEDAMVDr0SeCDuAhOpsBx1ISUHDvt0HQAQA4rNLmFhFqPbZE0AHI1ZdG8QIp4HiW1HoQfNRH0NGh3IudGwIAypT09SD4qO99eycAV03TxJM2AGxI13rM5bcly2IeNR2dyW17JPIGgHVKOo/S0bQOlzqIzjmOcAP+HBBFA0B7JXkw+XWeaZqCB4jmlZ3pKjuq7wCgPdvJNJUPlyyLxxF07ExX2XHxAsB+6OuxPfp0dMD3kgYA7K9k1Apze5ShpgMAAKO0GYVa6zzUdAAAEFE6qRijXNIIOgAASCgNJphULI6gAwCADKV9Paj1eBxBBwAAmUqnR6ej6VUEHQAAFCoddUitxwPJGUkBAABqoaYDAAA0QdABAACaIOgAAABNEHQAAIAmCDoAAEATBB0AAKCJPwPHJIL+Srn9VgAAAABJRU5ErkJggg==\n" + }, + "metadata": { + "needs_background": "light" + } + } + ], + "metadata": {} + }, + { + "source": [ + "### 2.2 Extracting region of interest (ROI)\n", "We can see that the Canny edge detector could find the edges of the lanes. However, we can also see that there are edges of other objects that we are not interested in. Given the position and orientation of the camera, we know that the lanes will be located in the lower half of the image. The code below defines a binary mask for the ROI and extract the edges within the region." - ], - "cell_type": "markdown", - "metadata": {} - }, - { - "execution_count": null, - "cell_type": "code", - "source": [ - "H, W = img.shape\n", - "\n", - "# Generate mask for ROI (Region of Interest)\n", - "mask = np.zeros((H, W))\n", - "for i in range(H):\n", - " for j in range(W):\n", - " if i > (H / W) * j and i > -(H / W) * j + H:\n", - " mask[i, j] = 1\n", - "\n", - "# Extract edges in ROI\n", - "roi = edges * mask\n", - "\n", - "plt.subplot(1,2,1)\n", - "plt.imshow(mask)\n", - "plt.title('Mask')\n", - "plt.axis('off')\n", - "\n", - "plt.subplot(1,2,2)\n", - "plt.imshow(roi)\n", - "plt.title('Edges in ROI')\n", - "plt.axis('off')\n", + ], + "cell_type": "markdown", + "metadata": {} + }, + { + "execution_count": 15, + "cell_type": "code", + "source": [ + "H, W = img.shape\n", + "\n", + "# Generate mask for ROI (Region of Interest)\n", + "mask = np.zeros((H, W))\n", + "for i in range(H):\n", + " for j in range(W):\n", + " if i > (H / W) * j and i > -(H / W) * j + H:\n", + " mask[i, j] = 1\n", + "\n", + "# Extract edges in ROI\n", + "roi = edges * mask\n", + "\n", + "plt.subplot(1,2,1)\n", + "plt.imshow(mask)\n", + "plt.title('Mask')\n", + "plt.axis('off')\n", + "\n", + "plt.subplot(1,2,2)\n", + "plt.imshow(roi)\n", + "plt.title('Edges in ROI')\n", + "plt.axis('off')\n", "plt.show()" - ], - "outputs": [], - "metadata": {} - }, - { - "source": [ - "### 2.3 Fitting lines using Hough transform (15 points)\n", - "The output from the edge detector is still a collection of connected points. However, it would be more natural to represent a lane as a line parameterized as $y = ax + b$, with a slope $a$ and y-intercept $b$. We will use Hough transform to find parameterized lines that represent the detected edges.\n", - "\n", - "In general, a straight line $y = ax + b$ can be represented as a point $(a, b)$ in the parameter space. However, this cannot represent vertical lines as the slope parameter will be unbounded. Alternatively, we parameterize a line using $\\theta\\in{[-\\pi, \\pi]}$ and $\\rho\\in{\\mathbb{R}}$ as follows:\n", - "\n", - "$$\n", - "\\rho = x\\cdot{cos\\theta} + y\\cdot{sin\\theta}\n", - "$$\n", - "\n", - "Using this parameterization, we can map every point in $xy$-space to a sine-like line in $\\theta\\rho$-space (or Hough space). We then accumulate the parameterized points in the Hough space and choose points (in Hough space) with highest accumulated values. A point in Hough space then can be transformed back into a line in $xy$-space.\n", - "\n", - "*See [notes](http://web.ipac.caltech.edu/staff/fmasci/home/astro_refs/HoughTrans_lines_09.pdf) on Hough transform.*\n", - "\n", + ], + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": "
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+ }, + "metadata": { + "needs_background": "light" + } + } + ], + "metadata": {} + }, + { + "source": [ + "### 2.3 Fitting lines using Hough transform (15 points)\n", + "The output from the edge detector is still a collection of connected points. However, it would be more natural to represent a lane as a line parameterized as $y = ax + b$, with a slope $a$ and y-intercept $b$. We will use Hough transform to find parameterized lines that represent the detected edges.\n", + "\n", + "In general, a straight line $y = ax + b$ can be represented as a point $(a, b)$ in the parameter space. However, this cannot represent vertical lines as the slope parameter will be unbounded. Alternatively, we parameterize a line using $\\theta\\in{[-\\pi, \\pi]}$ and $\\rho\\in{\\mathbb{R}}$ as follows:\n", + "\n", + "$$\n", + "\\rho = x\\cdot{cos\\theta} + y\\cdot{sin\\theta}\n", + "$$\n", + "\n", + "Using this parameterization, we can map every point in $xy$-space to a sine-like line in $\\theta\\rho$-space (or Hough space). We then accumulate the parameterized points in the Hough space and choose points (in Hough space) with highest accumulated values. A point in Hough space then can be transformed back into a line in $xy$-space.\n", + "\n", + "*See [notes](http://web.ipac.caltech.edu/staff/fmasci/home/astro_refs/HoughTrans_lines_09.pdf) on Hough transform.*\n", + "\n", "Implement **`hough_transform`** in `edge.py`." - ], - "cell_type": "markdown", - "metadata": {} - }, - { - "execution_count": null, - "cell_type": "code", - "source": [ - "from edge import hough_transform\n", - "\n", - "# Perform Hough transform on the ROI\n", - "acc, rhos, thetas = hough_transform(roi)\n", - "\n", - "# Coordinates for right lane\n", - "xs_right = []\n", - "ys_right = []\n", - "\n", - "# Coordinates for left lane\n", - "xs_left = []\n", - "ys_left = []\n", - "\n", - "for i in range(20):\n", - " idx = np.argmax(acc)\n", - " r_idx = idx // acc.shape[1]\n", - " t_idx = idx % acc.shape[1]\n", - " acc[r_idx, t_idx] = 0 # Zero out the max value in accumulator\n", - "\n", - " rho = rhos[r_idx]\n", - " theta = thetas[t_idx]\n", - " \n", - " # Transform a point in Hough space to a line in xy-space.\n", - " a = - (np.cos(theta)/np.sin(theta)) # slope of the line\n", - " b = (rho/np.sin(theta)) # y-intersect of the line\n", - "\n", - " # Break if both right and left lanes are detected\n", - " if xs_right and xs_left:\n", - " break\n", - " \n", - " if a < 0: # Left lane\n", - " if xs_left:\n", - " continue\n", - " xs = xs_left\n", - " ys = ys_left\n", - " else: # Right Lane\n", - " if xs_right:\n", - " continue\n", - " xs = xs_right\n", - " ys = ys_right\n", - "\n", - " for x in range(img.shape[1]):\n", - " y = a * x + b\n", - " if y > img.shape[0] * 0.6 and y < img.shape[0]:\n", - " xs.append(x)\n", - " ys.append(int(round(y)))\n", - "\n", - "plt.imshow(img)\n", - "plt.plot(xs_left, ys_left, linewidth=5.0)\n", - "plt.plot(xs_right, ys_right, linewidth=5.0)\n", - "plt.axis('off')\n", - "plt.show()" - ], - "outputs": [], + ], + "cell_type": "markdown", "metadata": {} - }, + }, { - "execution_count": null, - "cell_type": "code", - "source": [], - "outputs": [], + "execution_count": 16, + "cell_type": "code", + "source": [ + "from edge import hough_transform\n", + "\n", + "# Perform Hough transform on the ROI\n", + "acc, rhos, thetas = hough_transform(roi)\n", + "\n", + "# Coordinates for right lane\n", + "xs_right = []\n", + "ys_right = []\n", + "\n", + "# Coordinates for left lane\n", + "xs_left = []\n", + "ys_left = []\n", + "\n", + "for i in range(20):\n", + " idx = np.argmax(acc)\n", + " r_idx = idx // acc.shape[1]\n", + " t_idx = idx % acc.shape[1]\n", + " acc[r_idx, t_idx] = 0 # Zero out the max value in accumulator\n", + "\n", + " rho = rhos[r_idx]\n", + " theta = thetas[t_idx]\n", + " \n", + " # Transform a point in Hough space to a line in xy-space.\n", + " a = - (np.cos(theta)/np.sin(theta)) # slope of the line\n", + " b = (rho/np.sin(theta)) # y-intersect of the line\n", + "\n", + " # Break if both right and left lanes are detected\n", + " if xs_right and xs_left:\n", + " break\n", + " \n", + " if a < 0: # Left lane\n", + " if xs_left:\n", + " continue\n", + " xs = xs_left\n", + " ys = ys_left\n", + " else: # Right Lane\n", + " if xs_right:\n", + " continue\n", + " xs = xs_right\n", + " ys = ys_right\n", + "\n", + " for x in range(img.shape[1]):\n", + " y = a * x + b\n", + " if y > img.shape[0] * 0.6 and y < img.shape[0]:\n", + " xs.append(x)\n", + " ys.append(int(round(y)))\n", + "\n", + "plt.imshow(img)\n", + "plt.plot(xs_left, ys_left, linewidth=5.0)\n", + "plt.plot(xs_right, ys_right, linewidth=5.0)\n", + "plt.axis('off')\n", + "plt.show()" + ], + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": "
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\n" 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