diff --git a/data/.ipynb_checkpoints/Image_Analysing-A-checkpoint.ipynb b/data/.ipynb_checkpoints/Image_Analysing-A-checkpoint.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..70884388755cbee1e2db63c5c79364a871fbfe58 --- /dev/null +++ b/data/.ipynb_checkpoints/Image_Analysing-A-checkpoint.ipynb @@ -0,0 +1,1392 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Image_Analysing.ipynb zapatocaImage.jpeg\r\n" + ] + } + ], + "source": [ + "ls" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "%matplotlib inline" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "<class 'numpy.ndarray'>\n", + "(789, 1184, 3)\n" + ] + } + ], + "source": [ + "zapatocaImage = plt.imread('zapatocaImage.jpeg')\n", + "print(type(zapatocaImage))\n", + "print(zapatocaImage.shape)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<matplotlib.image.AxesImage at 0x7f5c49b4ac88>" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.imshow(zapatocaImage, cmap='gray')" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "#for i in range(0, len(zapatocaImage[0,0])):\n", + "# i" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[25, 6, 10],\n", + " [25, 6, 10],\n", + " [25, 6, 10],\n", + " ...,\n", + " [31, 15, 18],\n", + " [36, 20, 23],\n", + " [39, 23, 26]], dtype=uint8)" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#zapatocaImage[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([25, 6, 10], dtype=uint8)" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#zapatocaImage[0][0]" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "6" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#zapatocaImage[0][0][1]" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([25, 6, 10], dtype=uint8)" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#zapatocaImage[0][1]" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([25, 6, 10], dtype=uint8)" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "zapatocaImage[0][2]" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([25, 6, 10], dtype=uint8)" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "zapatocaImage[0][3]" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(789, 1184, 3)" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "zapatocaImage.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(1184, 3)" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "zapatocaImage[0].shape" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([10, 3, 11], dtype=uint8)" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "zapatocaImage[788][1183]" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[[ 0, 1],\n", + " [ 0, 1],\n", + " [10, 5]],\n", + "\n", + " [[10, 5],\n", + " [10, 5],\n", + " [ 0, 1]],\n", + "\n", + " [[10, 5],\n", + " [ 0, 1],\n", + " [10, 5]],\n", + "\n", + " [[ 0, 1],\n", + " [10, 5],\n", + " [10, 5]]])" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a = np.array([[[0,1],[0,1],[10,5]], [[10,5],[10,5],[0,1]], [[10,5],[0,1],[10,5]], [[0,1],[10,5],[10,5]]])\n", + "a" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(4, 3, 2)" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(789, 1184, 3)" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "zapatocaImage.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [], + "source": [ + "#import matplotlib.pyplot as plt\n", + "#import matplotlib.image as img\n", + "\n", + "#image = img.imread('lena.jpg')\n", + "\n", + "#plt.imshow(image[:,:,1], cmap='gray', vmin = 0, vmax = 255,interpolation='none')\n", + "#plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<matplotlib.image.AxesImage at 0x7f5be887d7b8>" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#plt.imshow(zapatocaImage[:,:,0], cmap='gray', vmin = 0,\n", + "# vmax = 250,interpolation='none')\n", + "plt.imshow(zapatocaImage[:,:,0], cmap='gray')" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<matplotlib.image.AxesImage at 0x7f5be87f0198>" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.imshow(zapatocaImage[:,:,0])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<matplotlib.image.AxesImage at 0x7f5be87598d0>" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#plt.imshow(zapatocaImage[:,:,1], cmap='gray', vmin = 0,\n", + "# vmax = 250,interpolation='none')\n", + "plt.imshow(zapatocaImage[:,:,1], vmin = 0,\n", + " vmax = 255,interpolation='none')" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<matplotlib.image.AxesImage at 0x7f5be873cf28>" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#plt.imshow(zapatocaImage[:,:,2], cmap='gray', vmin = 0,\n", + "# vmax = 255,interpolation='none')\n", + "plt.imshow(zapatocaImage[:,:,2], vmin = 0,\n", + " vmax = 255,interpolation='none')" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "ename": "IndexError", + "evalue": "index 3 is out of bounds for axis 2 with size 3", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mIndexError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m<ipython-input-23-7b09015dd2bd>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0;31m#plt.imshow(zapatocaImage[:,:,3], cmap='gray', vmin = 0,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0;31m# vmax = 250,interpolation='none')\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 3\u001b[0;31m plt.imshow(zapatocaImage[:,:,3], vmin = 0,\n\u001b[0m\u001b[1;32m 4\u001b[0m vmax = 250,interpolation='none')\n", + "\u001b[0;31mIndexError\u001b[0m: index 3 is out of bounds for axis 2 with size 3" + ] + } + ], + "source": [ + "#plt.imshow(zapatocaImage[:,:,3], cmap='gray', vmin = 0,\n", + "# vmax = 250,interpolation='none')\n", + "plt.imshow(zapatocaImage[:,:,3], vmin = 0,\n", + " vmax = 250,interpolation='none')" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "255\n", + "255\n", + "255\n" + ] + } + ], + "source": [ + "print(zapatocaImage[:,:,0].max())\n", + "print(zapatocaImage[:,:,1].max())\n", + "print(zapatocaImage[:,:,2].max())" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(789, 50, 3)" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "zapatocaImage[:,:50,:].shape" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(789, 1184, 3)" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "zapatocaImage[...,:50].shape" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [], + "source": [ + "a_prueba1 = zapatocaImage[:,:,0]\n", + "a_prueba2 = zapatocaImage[:,:,1]\n", + "a_prueba3 = zapatocaImage[:,:,2]\n", + "a_prueba123 = a_prueba1 + a_prueba2 + a_prueba3" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "141" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a_prueba1[:,2].max()" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[41, 41, 41, ..., 64, 79, 88],\n", + " [44, 44, 44, ..., 67, 77, 83],\n", + " [47, 47, 47, ..., 70, 77, 80],\n", + " ...,\n", + " [53, 50, 50, ..., 23, 29, 35],\n", + " [47, 50, 53, ..., 29, 29, 30],\n", + " [41, 47, 56, ..., 36, 33, 24]], dtype=uint8)" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a_prueba123" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(789, 1184)" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a_prueba123.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<matplotlib.image.AxesImage at 0x7f5be8626c50>" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAW4AAAD8CAYAAABXe05zAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/Il7ecAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOz9d7hk2V3ej37WWjtVPHXy6T6dw3RPT85RM0ooIgmBQARhMgLDD3AE29jmYpvgK5NtCUmIYAmEhAQSAmVpZqQJGk3smemZzunkWLl2WmvdP9Y+1SNfI2xfcy0e93qe85w+dap2Ve2u867vfr/v+36FtZbL6/K6vC6vy+vvz5L/p1/A5XV5XV6X1+X1P7cuA/fldXldXpfX37N1Gbgvr8vr8rq8/p6ty8B9eV1el9fl9fdsXQbuy+vyurwur79n6zJwX16X1+V1ef09W38nwC2EeI0Q4rgQ4pQQ4uf+Lp7j8rq8Lq/L6//WJf5367iFEAo4AXwTMAd8Ffgua+2x/61PdHldXpfX5fV/6fq7qLhvBU5Za89Ya1Pgg8Cb/g6e5/K6vC6vy+v/yuX9HRxzFrj4op/ngNv+2zsJIX4U+FEAJYObyqWJS7+0gAArBcJaEAKK77a4XebG3VUIkGA89zvhbsYEYILiakKAGgiEhrxuKAUZFkEoc3yhkcIgsShhWElqTIZdjBUAlGXK1jVJbAKWBnX2VtbIrSQUmg1dpq8DBv0QP8qwVrCrtEFsfOoyYd2U6eUhg9yjEcaMqD5lYVjOy2xu1MC614oFbwA6AL9vkYnGehLjCVQ/Q1cCZGoQceJejPJId0qEsPjzgqyq0FWDvykR1iK0RYcSK0HFFusJshGL52vyTIEAkQi8PmQNi98SMJGRpZ67T64IgpwsV8iuRFcMGIHXFVgJMrNkIzBTbREbn85aBePDeKODJzQjMgYgQ9IzIWtJFSkMo8GAmhzQNRHaSpQw+EIzMD41FROi0QgklhTFSlqjn4Tsr63gYYe/0wgUFovgYjrKqNejUvxfiUsfITKr8IUmtxJPGDKryFB4aDSS5aTOzmij+P8WWMAiEFg00n0uMGjk8PUuJXUmgy6+cMd48XN6GHIkocjJrSS1HqJ4nblVJMaj7g3whSYx3vA5t5Ys7tvVIZHK3HstnndraSuRwj3KWIEvcpSwJNbDFp9bKSy5lS86JnjCfM1r3XouYwUGgflv6jiBJTMKISwSi0Egit8ZK7AIlDAY675bBNqKS8cX7rVbK5DF7yUWTxhyKzEItJEoaYrjWlTxuq392vOydfzcuPe+9ThtJQKLEGDM1z5m63WKAgMEFmvd+5XCIqW7tzbu/97Y4txY8TXHsKb4WWydPcDgyl79ovPlWawWoIW7mynuXpwQYYsTY190OAtWOdwSW8cqXkfS2SCPe1/7Yor1dwHc/0PLWvtu4N0A9dqsveXGnwBr3ZsxFjXIsL7CKoEJFaqfY5UgqwfkZUnQzJGZAWvJ6gE6csBsPPc+BxOS7k4HirUzEG0aFl5pePl1z7O/vMr2YJPY+PRNSFk6MKypmNW8xnZ/k4pMmFQdXki20TElGqqPL3L+3XOvZ2ejyUTU5bm1Gd575cd4erCLD565iT+7/r2kVrKg9/KHK3fx1slH+cOlu3ji/C52VGJGSjGtv94Gr1zju2ZPcv/iAZqdEtX7Kkw/tEk+WqI3E1JeTglPLWPG65jQQ2320KMVLry2xt4/W4eFFZgYxVRL6He0Uf+8zoXXjtA4ZfAGBqGhtNTn9FtqCAPlRUFtTpNWJWs3WKoXJaVVw9r1YKZSvLmQbDJn5BkflVj8N62ycnICmUO0Khl/Nmf5Fo//9D3v4+d/4wfRIZRWLZWljHOv93jn697Pv3vH99LfJnj/9/0Gb/3oT9Eez6g1+lw3uURqFJ40vG78KL9+/JW0OyWu3bnIr+/5M35z9WUcKi/xvtN38CP7H+TllRP8+4XX8paJx5jxWnz/4z/Ajdvn+Hezn0AJyCykxR/9iNSsaZ83f+YneePNT/LdYw/zVLybl5ZP0jQBxkr+0fHv4B/t/xyz3iYAYzLmYj5CbH0qMuHpwW7uLJ+kacoARCLDFzk9E5Kh6OgSk157+Lldyhv860fexC/f8RFUsYEAdHSJzCpqKkZbwZ5gjdW8jkbQ0SWUcCBzIp7hhvJ5fKHpmYCOKWGsHG4wI6oHwK8+92q+5+Bj7njFJlWWCX0TIoUhMT6+uIQavsiZ8VucSaYIZcZmXiGUGV0dUZYpUhiMlfRNQGYUzbyMxNLMSuwpr+MLzXpWoe7FGCtYTEaoeXGxqQbDfyfGo51HpMYjkDkAVZVQ92I28zLGCnp5SGYluVHU/JhOFgEQa4/cKsbDnnsNaYlA5kTKHccUwOxJQ5z7jIZ9Bton1e7zU/MSznXHkMKSaYWv9LDAAkhyD23dZiCFHW4InTjEU5pMK/d/7OcFWIMxElM8JvQzxsoDzq+MgbB4nkEIi9aSpBOCtKhQY1KFzSSqkqH7HiJRWGkhMGBBNT2EcXikI4tM3HMVey0qFsjMYZPfgTwCmUPYtBhPIIxFpvDCX/z634iffxcc9x3AL1hrX138/C8ArLW//Dc9pl6dtbdf9Xb3g7UOwLXFCoGu+KjEfUCNJ8lrPl4nw6qissgNVgiyuo8uSWRi0SWJUdDdrtCROzmDGcueuy8wW25xuLqIL3TxQfQZUX00kkikBMXtk16bjoloyD4Ky7lsgu3+Jl/p72clrdPMyjy1OstPHLiPfcEKFZHSNCU6psQ/fvCtVI+GXP1tz/PoI4f4/m+6j46O+OJv3MHajZaxZwX3/thX+Njxa6k9WCaegHhnimp5XPHOZS582zZkBtvvbyHjnOW7x5j+4gooydlvnyRah7BpWH6Jwd9QbP9Szvk3w5Xv2KB1/SRhMyeaa9O6eozlWwTRuqusrYLKoqG1V7Lji10GMxFL3xlT+koVkcPkt1xk9WM7aV2VIXLJ9IOC/T/5Ak988gijL2ha+xX+HRv0nhvFSjCRpTwv6e7LwTd4az7+gQ6v3XuMjx2/lvJjZexLmvyTKz/HLz7yBu4+dJKnl2f51as/ikawnlf5wPzt/Nr+D3MuH+Wgv86ZbIwf/9z38csv+zAAvtA0VI/tqoMSlg+1buITc1fzbbue5Eg0T1NXONrfSU3F3Fo+zX2dKwH4ztFH2dBlNIKKSFnSI6RWERuf/zp/B/96719SESmruoYvHHB0TIlJ1UZh+eON27m5epaKTAGoyQEZCm0lQQGYsfVJraIu4yHYb+iqq8StoGNKHAyWOJNOsSdYYykfIbUekUipyJSlfASFIbY+CktsPRSWEdUns4qOiVDYorIXRCIjsx4d7YCwrBLWshrTfpvYekQiRyPcVYXx6JuAmopp5SV8qdnmN4mtz2ZeGV5htvISxgrqXsxyWqeiEkKZkxjva27fEW7S0iWA4e9KKmOgfQCaWYmql9Lw+iwndTIrh+AeSk0ri8iNJFCaQOb084DUeEQqwyuuJmLtUfYy+rmPJw3tNCIzanh1kRtJIDWpUQwyn1qYEKqcbhoSedmwEk+0hyjAXVuBLw2dOAQg04pymFL2Mzb77v0YK9yVq9JIAd1BiNYCayRB6K5CdS4xuUR6BpNLMAKhLDYXkEqEEVjPggGhxbAa9/rSMQEaspkM2fIImnJYdcscZIpjBZKtytuChZMf+nV6axf/uxX33wXH/VXgoBBirxAiAL4T+PjXfYS16NBV1yI3jhLxFabsI1Ptqm5PFpSHRg0yVC9DpkXFIQVerPHbGmEhDwWtfQ60G6c1xge/LTj70C7ue/hqPnLhBhLjozDsCNaHH+aWrgAQFX+s49JVP5HIuS6cZ4/X5ftGjvL9Yw/xM9Of455tp/jFz72Zdy2+jE+0r2eP1+If3fdd2IFi8nVzVLyU0qLkU794L3/9J3fyyp95kDff/SiD17Q53x/D5JLBtLsuKp0LGH1OwGaLseM5U0/GmMinfWWDySe6xHtG6e9pMH33Aju/4wxpTfDOV/6ho0ISA1og0oysJCidXMWcPEe0lqErmu3390hrjjJpHpAkE4burjJZScKZChjIy3Du8R20b4qZetDj8G+t05uRPPyVw7zt2z9Pd1bx4//gL4mfHCOvuUpG5DD16jnKFzx+9s5PcuUdZ/mJI/czFXQ4MLNKXoLR8oB///jr+bZrn+DXdnyST934Hq4O1jnir1GRKfGvb+cLvcNEIuO+/kH2+Rv803s+SWoVj3T3s5SP0JADlLB0jM9fzV/FvdtO8Uxnli+0jvCrz7+K59sznOhNUZEJrx95irJKaZqIhhwwqXqs6BqTqs2M12LGa7GnukHHRDSN+8PNrEdmPSSGzHqsmwqvaxxl3OsSyRQlDB1TIrMe46pLbH2auowvcjLr0TMhsfWHx6jIhLW8Tk0O2NBVyjJhJa8x6bWpywEGScdE+EITyYyyTKmpASNqQCgz1vIaACNqQGYVsqCT+iYks65q3ALtmooJZYbC0tERa1mNVl7GFDSGtpKycp/ntbxGTcaMej2yYhMb8QaUVIZBsD1sDqv4dh6xkVVYTusEMqerQzbSCgPtM+E7mqiXh+TF6/GFITOKubhBqHJ8YfCEcRSOUUQqo+onBDLHWMlmUiYtKuCKl5JbSdnLKKnMPX/qqLR+5jaGkpdRC5IhZJT8jEyrIejGBdhvkS6ZVvSSgFwreqlPFGSkuSrqQnefXMsCfgShp0lzj37iI6UZ3p5lijzxEBKk726XnkEoC9KCcSBtZQHaRSVvpQUryEsWXTbokkVtOILDKuvoXd8BtHWMGcbD/Swc1WL/u5Dt1v92qsRamwshfhL4NKCA91lrn/u6D5IC60lEojGBQhjrXvTW1YCxSGMwvkINMnTZdzQJ7k1a4b5LbchCxdoNApFbJp9yJyboWPKyIDwPXh+6u90fgPsDrJAYn46OmPA6RDIjEhmf71yFxPKy2jF61qdnffo2p2cDJmUfg2DU71O5oFi/ssIfvHAnn9p+Jb//8t/jt+ZfwVNP7+Os3Ma/+qGP8lDrAE/80bV88IE7mTiwzmChyukvjHDzdx3n+BOHyMtgpduVV994CBOADiQys9TvP0P3rr3EDYXMLeL3Z3jhOsHkhuVf/qcfZGbZsHZdyM5P5ZjVdYw/S7prDN9TNA8E7P6rnLziMX5Ms36VIm0Y/Lak8dgCplais2uUZAxKKzD2giarBBgFresmMD5MfRUevXEP5WXDe//zG4ivyRG5wCionZP0H99OqWz5jWdfThDk/M7KS/nBKx+i7KXsfPkFLjywC1Gy3DdykNeMHKUiUn7x/Bsoeym3jZ4l+kcL1NSAdy68DCksXR3xzqP34Ac5eab49J330beKjvFZ1xV+fO/9XBUu8FyynSuCZfZE65wcTPGto48TW59x2eee6gsEaHxhWNUVfvqB7+anb/8c+4IVxlWX75/8Eh/evJUJv8vVpTn+auM6vnfyQaTx6dnAXWGlE+wLVni4d5CuDtkfreALTU0OiAuaoiJSOpQ4Hm/jQLTk+hoqJrWKv5i/jm/f8QRjXpePr17PGyef4j3z93Lz6HmuiBbJrPvT01ayktXZEWwQiZTMltjIK1yMx7i2epFRr0ckUvomZMzr0tRlIpkx6XUwViKFQWEY87p0dImuDpkK2pRlSks7GsYXxvGtOPDeyCvUVIzE0jcBI16fVu6ooi2Qb/gDjHXV+9b3kkqLqwlHRWz97EvN42s7mS53yK2i7iU0/D6JcaAbyoyLg1ECeYnaCVVOpDIilZEYRax9pLD0ckdxlb2USOX4soQ2ksmwC8AqVZLEG1bIgdRoKWmnIc24RDVIWGrXuHXbBY5tTheYJIhTn9DPUdKS5gptQpRynL+1kOaOetFCMhgESGWwxpKnHkIZrHHHEcIVWtYWIG0EKDvksq0BkQv3O2EReYFPgUXEAq8vMIEDdpk60LYF1y0UyAxkbofg/TdC5v8IGP/PLmvtX1trr7DW7rfW/oe//QG4qtqXIIVrRgIiN4jMIIwd3vbi+wNYT0JRqRsl6c0odMVQmRP4PY0XG7zYUl7WlNYMXmLprVT43NJh3v383fz2Cy/lt7/6Mj7wldv5reMvIzY+sfUJRc6Y1yMSGRWRMSZjfGH4cvcQf96+AV8Yvq3+BNtffYGSl0EmWX1ukp4NOPnxg9iyxgrLhXScq6oL7H7rabzpPpGXU93ZRkfw1WP7qF3UqAR2fKGH1JberKCzF1r7JGlNIpSk9pULbFxjGf3oUdKaoLQsiEcF2/78DDJ1m1v1gZMANE4n+Ctd8BRpQ4CB9u6A2vFN4gMJpmTZcd+A/sEJTr6twY7PtTC+JXtFi3hUMXKiS9TUjNx/BhW7c732W3voT0umHu8y8ahi7EnJwT/cpDaXg4CsJki6IeaRUcqfrfLeP38V143Mc/rJHcTTOT/wui+wNtfgge5hnktmaSURT1/cwXueuZvXzjzLn8zfyrNfPEg/D/jtR19O3gyYHW2xe2oDgJ71+PPWTQRCE9uARwb7+eDiraQoXl55gZ+cvI+ajNnjtQiFJi4AwxeGhhzwm/f8MbeUztA3If/gwR+iY0ocLjm67OefeROf/+rVXMzG6dtwyFsf62/nge5hvrq5m6+u7eZYfzszfpPMeuz018msYj4fRSM5UppHYWmoPgAKy3fvfBQpDNoKXjVxjLqK2V5ucf/qQSoyQVsx5Kwzq9jIq0Mwv7Z8kQPlZRSOy46kowE6ukQkMsa8Lr2C6y5LB+pblXJZpZRlylpWIzMeumhQaisJZUYosyEvvJ45AN8XrDoevGiExsYnMR5SWCb8bkGJOEDdqs4vVeYl1tMq+0fWKHsZu8qbDLTPalolMR5LcY2uDpkIe/jSgXzdj6n6CVJYUuNhrKTqJVRUSj8P8AqAb2cR9SAm9HJWkyrLcY1B7pMbOWwyDnKfQe5TDxKqgTvmVK3Lue4YflE5D1JXRVfDlEqQUosSSkFGOXBigi0Az41kEPtIZTBaIqRBSIsoUNILcrxAI6WlMeauxvENeMbx2wJEIhH5VjMTTGSwtZxwqk95fwvjF/1J4ahLHVp0dImuzqpOfOH37dcF7v/tHPf/yqrXZu0tN/zDIfUhMgPKAfgWTSJzg8gNVgqsksg4R1cDrCfcbqUtQhvS0QAdODWF1BajBF7foBKD1IZ4PGD9SkXQhsqSJqlLknFBd2/OK298jtePPY0sypOKTPCFxljJC8k2bi+dYUxlaHdVxH9aeSWvaRzleLKNPzh+O0kcUK7EHJlcZmdpk89cOMz+sTWqfsJXLuwh7fuUzoTUzltkZll9Q8zEX0dgIa0LqouaPJLkoaCylFGa65A3Svhnlsh3T6E2eqzdOUV5Nae1x2fshQTVz/Hn1sFTkGauoVkOUBs94l0NVGbwlzrYhWX0tfvx5zdo3byNoJljPUnp9DrZ9hHOfnPE5BOWpCGYeqSNrgcs3l5i5IwmaGs6O33ykqB1Xcqhdw7I6yGr10dYAZ0jKWQSWcswqWLiyz5Z1d239lxAbc7Q/e4Wr9x5nCPlBX7nxEtprlXZt3uFfuZzsLHKQ2f3IS6UmHrCsnadwL+yTeDl3DN7mlGvz1+cu5ZrphZ4+P6rELv7/MebP8JBf5Vnku34QvOJjev44an7+WL3CI9s7CVSGW+beYQjwTIbOiq4X4/nkll2+uvs8jZZN2V+/eKruGpkkWvLF5lU7SF/va6rKGEoi4R/c+JNvHzbCV5Vf5alfGQIuOB47i3A7hW3XVKhCCoyZTWvDStiX+Ss5XVGVJ9Jr41B8o7Tr+JNO55mp7+BRrqqWmRcSMeZ8Lr4wqmfYuvT1RHTfovVgvbIrEdsPcoyJbNq2LSMje+uCr0erbzs3kvRpLyQjA97PMCQrumbYPi4rauKmorZyCsoTHFF5DaJsnJAPxePcrw5xfXjcwx0QEmlbKQV6n5Moj08qVHC0s4i+rlP2cuGf/epUSx0R9g3skZJZaTGY6B9KiqlVTQ0a35CLw+oeQmrSZVB7jZliR02vUOV08sCrBVEXkac+05xYiSZkcSZh6/cz0JYKkGKJw2dJGSQ+mgjnSLFCqQ05AWlojNH5UhlEcKSZwqrBSow7Jjc5OLKqFOcGOG4boFTlCgL2aWaWOQCf3KAzhVmLUTF4pLsCcdz6wBUCl5X4A0crXniw79Of/X/fxz3//wyFq+TIBPXJLK+xARqKP1DCUeJeJK8GpBXPPAkuqTc7wWOZ1ISNTAE7RxhYTDmTjwCZGaQgxwrYOy4pnEmQ+YQTwq6+3JGZ1vkVtLWEQbJQjaKtpKKSCnLhBtL5xyPZ6FvFd/5zA/y/0x+gTujVYyVDJaq3LrnHPHzDZ75xGFuqZ4he3yUtUGVY793FfJYlenP+0SrltVbDcYT7PsdS2enpHG8y7ZPLVB9+ByNTz2PMBC0UsR6E+/4RWyuUccvYueXmHh4lfK5NpNP9rj4ioDWgTLpnkn0RB0z2cAqxWAmItnRIFzq4a0PsAvLiMBn84oSdhDjdzSlU6uUT6zC8hreV57n4AdaRBs59Qs5HDvF2jUldv3lGsmIJLzvGUZfGNC5dcC+PStsXF3n1l97jN7NA3o7jCsfPItJFft2rVA/nxI2LdHFgB1vOMfkT5wl15LFeIRZf5PX7jpGY6LLnuoGv3roI/jC8Ju3fpDp65fxf3gJvSemv1DlntnTHCwt84dP3sG37DnKfK/B7I2LfMeVT/B0fxcSy8Fgmd+bv5svffkqfvbEW3hofR+TUZelXp2TyTQKiyyaX2Oqz2sqzzOlOpzIptBWcn1jjjeOPMEef5W+DVnXVVKraKgeDdknkhk/svfL3Fo9Q1rwzbH1KcuESa99CfxENvy+L1gBoF4oQiKZsZFX8UVOS1eGze8NXaWtI354z5cZUz2kMHR0NKTx9oarjKgeYwV4N1SfUGZIDNNeyzXjENRkjCkq61BmaARllVAuejVjXpeqipHCsJbVUBiUMETSVc/aSjo6csoTBGWZMuF38IVmI69grKBvgmEjsqoSMqPom4BQ5lw/PkdJZfjS8d4Vz11RJMajlZVItLuS2FKP5FaSGsWIH7O0UccXhl4eIrFsxmUS4xGpnNFgQCuN8IShk4eUvZRt5RYAqgDsrauHkSB2VIe9BGlKGqp+SqMUO4oDJ/3LtEIJQ6adokRJg+dpylHilMdGYLTCCzTK10hlyDOFkLZoTgrOn5/E5m4jsKkstKcSkUkH2hZXiRvHaWerJcx6gDBgQov1LVZZ92/pKBJTyAKNB7r0f4Aq+Z9dwgLaYn2FjDOQAhMoTKCQmUGk7g8vrzjliPGlo0qM/RpdJBKkLsg8C+UVTdDRyNySVzySicjJbbTjkJsHFL09OaWJPjdNz7EtbLGW11nPq2z3N+mYEt/x5z/FH63dzTPxTtcpt5KmCblt+jz/dfN2VrXg7spx3nj74zx2YRf+FW3KS5af++x3goWNL2zD71t23XOBkRM9ok1L/bgirQkuvKZM5e5VZKuPHq+x/qr9iNEG4395DHVqnmz/NtAGs2MKtk8hx0axvke8rQpA7TyMnO7jL7cRmcZEHq3DNUQOfitGrjeRnR5iegI7O8XIuQTheZSfvojtdFm5dxtidAS5bZru3hpr1wSUzneQ5TLNq3M6h0apLGnyO67i3BtLBKdLrH9sB7W5lL/46N2UKzGzVy2jyjmylCOUq8rm355SPx+jrm2xs7LJeNgjiQMefn4///DLb+ONI0+yf2yNb514jA+s3cFDF/fyS6dexw/sfoif2/dJ3nHrh9l9aIkHF/fxjodezeh4hw8cu4Vv2fY0F1dG+fDxG5jwO3zP0R9AI3jj9NP8m2/+M5Lc42WTx7n/+EEONVa4t/ICF/M6TV2mJlMUlvWCYpjxWgRCux6GCbmYjbPd28QXOZHMhkqO2PhDKeifrt3GctYgsx7Hk208MdhDTQ5o64imLjspGoJn4p3ApQq8o0vE1oHemNdFCsNCNkpaNEWXsxFausxGXmUtrxGJDIWho0sY5LB5uprXOBwuumOaEotpg/lk1MnjrGIzrxQqqQEzngM4YyUnB9O8//ytVGTCiNfncGmBqoqZ9luEIkcJQ1eHw7/Hvgnob1XWMiWUOQPt8+nzV+IL7UCvkC+WVEpVJY5awVLz3SaihKXux4wFfUoqG24KAIHMqXgpiVG8ZN/poWpkoH0mS13aWeRoEO3Ty0K6eYgUlkDmtNMSJc9x4500xFhBoj2aSYncSDKtXJWde/TSgEHu00lCV1XbITSwMSijpCXwckpBRuhpjJFoLUFY/CCnUkqIosyBejVBSovV0tEngduwbVG0bOm2rbIOsH3jAFzZS9QJrpe11W8QWiBTB9Ayh6DlsAn5Ikz7G9Y3BHADTrPtSXQldJVznKMSjcjcCdIlDysgj6RrXiqJsJDVFfG4jw4VIrfIgdvV/U6OSg1GCWdcKWgWmVvSmqQ3LTEeREsexgg+f/wQH3r+Rn77kZfzUOsAmfX4fOsINnAVWyQz2jZECcvJdIaB9vngg3fw5+0b+GT7Oj7+8E28bP8JDk6suedvSvKypXrvCuGmpvW+HajT89RPdNj2pSZWwex9KeP/yifeO8a+d56iPyNYfsV28qv2Qpqhjp4GKbj483Dx9ePEB6fpHBpBaou32ae0ZvDPr2LnFhGLa1glCTqG6lPzyAsrICU2Tkh2jzHY6cw+89+2h+XX7wPPY/IvT2ADH1MrkZcEO9/9LIPdNfp3HKB83mPzCsXF1wjm/mHGR77j10lGDSaAhbtCsool+osGyQdmMGsh1cdKvP3GL3HhoR3Yk1Wyqkd/scoDn7iB+88c4DuOPI7wDUE5RSPYXd7g7miTn5v+LL9z4x/zs/s/xcFwicf6e7mvfZjfveKPeddV7+e11z3LP7vis4yN9Li3cpxrdi6QdgOuiS7ygWt/H2Mln1q9mvubh/ntI3/Cq6vP8cF7fpe3T38RcBXwhq5yJpvgE51r6ZuQhXyUzCrSQhGR4UAos64SW83rw89lhkIXVen+8iqZVTzcPsBfL15NX4ccDlaZ9TepqQGRzIb8ekdHaCswBbd8Lp5gQ1fRLzLI1OUAjat2Y+Mz6XU42p6lUchTR1SP1Hps5FXeP3cbifFZyWt8aOkWEuOzmtb42IlrqMsBUhhmg022+ZvF8c3wPe2MNrh7+gxN7RqQc+k4I2rAal4bVtwTftc1OwvTTWYVXR3SNwGJ8ZgJ2yhp6OmQjo4oq5SB9ikrR9EoDA2/T1oYjIbnz7im5taxG/5gKBMsqYyg2BS2rop8qSl7KWFRnStpqHpJYTQyjIZ9jBW00hK1IOHC0hjrvTJCWAKpyYyk6qcoYQmUJvSKq3grMEbiK0OcedTChEBpKkGGkoZB6g+r8ijKUMrgKTNUoGSZclgqLFI5xQiyMNwYIC8kgKHDKxnqIRNAAdbCCFdRl4zjt0uFwALIKxbjgw5d5W0l3/gVN+DcfrnBBq6izupBQeAL8pqP8QUq1vjdYqeTAh1JVq/1WL1e0trjY3yJKXnIRDuligC/nyNTjcqMe3zPEG1oqouaxilN/bQl+nKN0QdDGl8sUX8u4MELe+mZgGsrF3nFLc/yraOPE4mM1bxO0wQ0VJ83jT/BD99zH+DclXsPL/LQ/F5O/fV+qt+9wMwjmmwyZ+X0OGldsfHNAzr3HES1euS1kP52SzLmsXBvA4zl5D++Em8A5VXNqbeGJDcfRDZGEFHE7p/tIxPYuDLEiw15WXHqH0yQVSTpgWmE57H+6v30Z0LSuoTAR1RK4HuIKCR6YRErBb1tAWHTEnYspBkoRefqSbLxMtULMS/8hytRscEbaIIOVOcMe/88x/9qjbf/y59BZpCOuA93aUXQ2yYYfGsTW8mRGfzeX76SvGrx2wIdSPwNt3np2COziu+7/hGu3rbIP3johzjemcZYS0O6j+BBf40PrN3BpxaOkBvFqi6xqmscKK1wPp3guol5+sbnusYcMnB9h4o0fKJ9PeNhj++b+jJjKqYhcyrCfQWFRvpDyzez3dvkjspJfJEzprp8bPNGDJJfOvt6zqWT1OQAhS1003kBRu69fmj5Ft638BJ2BOuMeV0eX9vBRq/Mxy9czV93r6JnQpq6QlDI+ya9Ng3laBaAhurxieNXM5+M0tIVjHWX6E7B5JqJ7/3iy7iYjfGmyadomxL7gxWyQvPti5ylZp1QZsQ24N6JE8TGgd2PXP3gkBOPRMpaXmcxbQw3nxHlfAh7ojVaeRlfaMa8LitZnVZeJixe43JWHypMpHAa71HfNeB84fyhd82exRMaVZSMo37/axqZmVVcUV4aqklqXsxY0CMxXlF1O8MPQC8PMVbSy0NC6ZyfntQMtF+YeIIhmKeF6qSTh6zG7mqz4qdIYZkc71AOsqG0UACD3C9oE0GSe0Rejqc0oZ9T8jMCz5lx8oIDz7Rym9IgxBiB1pI8l/Ti4JIkMFOYTCI9i1SG6emmez4BqqQRoQZpmZ5uUWrEmLR4Pal0Vbhy8lkAGRe3FfpuJMhMkNWdbNDhYQHefzNe/p9vTo6Ut9vbr/ghrFKYyCOZCLESopXEqUwAoQ0mVGjfvRuvl7NxpMzG9Yb9RxY4PT/J2P0hKoXKcoYOnV08WktdhS4FJnBieFkI3POScg1MT5DWFIMJp6ueuHWZPfUN7mic5vroPM8lO3jXyZewuVbjuv0X2V5uoa3grvpJfvGJbyZ8xlEee0Y2ePLLV2B2xJSPlrjhzc/y4Kn9qIsRfkcwelLjdzTLNwcEHYgnLCOnYOLz53n+n+/iimsu0vudHfSmHUcWdC21i04lIroDpxvSGqzF5vkwBiC9ZjfCWILjC9haheZNU9RPdUFb8NxGqJ46iShFMDHmzuniCqJUYvOePZRXUnrbAlTizkX9VAfZ6sPaBif+1RF2fypFh5Ly6U02b5qgPyXZ9uU2shPD2gbH//UVMJFgNwKCpsRvC0prlqnvP8dzp2adFXiguPLwHK0kYmWjjvI0H7r1PYzJnM/19/GS0hne8tQPc++OU1xTnqOly8TGZ1+4wpFwkWPJNs6nE4x6PQ6HC/z+ykv4yenP05ApqZU8nczyb596Ax++7d1DSzNAbBUbuspYob+uCFchfnjzFl7XeJqfOfpWfuiKhzgcLlKTgyG9EQhNQw5Y0VX6NiQ2jteOrU8gNBLDqWSG+9av4Or6ArvCdVq6zOOtXbxt+uGhQsSZawzrukqt0HDHxkcjqciE2PiMed2CDlH0TDhsbioM7zt7JzPVDm/b9jB9ExaA7ar1i9kYHzp3E/dsO8Wh8hKPd3azmZY5UFnlgeUDvGH2GUZUn428St8EjHk9yjJhLh1zdIdRjHgDqipmM3ceBm0lf3bmel6x6wQjL6qcu3mIRlKWKb50XLKxAo0cygW31pZxZwvQB9onlDnzgwaNYEBmFHlRgQ/NNVZSUSnNrDT8Hbgrk2ZawnsR1eIVfYVeFpIahTaSapCgjSS3Er9QpXRTR7GEXk5uJKl29wVoRAM2BuWhgzLTiixzMsOtytsYSbWUkGvJIPEx+pIVf2ykx+rSiHvDmXRVt7KMbmvT7pTRiXLoa8SwUSkygY0MIpWIVDjZoHbRHDIXReyFQGSO6z73vl9jsPjfb07+H7O8f83ackoqkJkmXE8KpYgZ7lJWCbKyh7A4IPYklWVNd8NjT3UDOWu5MLsL9/nxqSymSCWwnsAIiQkkInfqki0poUoMOpQkI4pkpODfWoKVp6ZZ8qco3Z1xOFzgfWfvpN0pM3Wfz+lj+zl6bQybAQ9s3EB92SJzy9p6DSUN+WSGrwxjz+c8ydWMdCylNUN/UlE91+P4D5epHweVWHZ+NnaqGMCGhhNz03g3SyafNIw8tUo+VUc9eYL+vVdR+vISQklErQayyIPoD7DWEjx5GsIQhEB0+9TO9FBLm2S7JvCXWjBaQQQ+Ioqg28eWQjAWm2WMPN9ELKwCuwkW2tjIR65sYnt9zCAm3BCu0u9byo+3kfkEyZjl/OvrTH+1RCVJOfybiyS7x1m6TZE2LL1rY95y3SNcXZrjn554K7YvCdcU5y/swe9BfiRn/MuSizc2yFSbV5fP8Nn+Hg5NrLAr3GCnv85N0XlqMmNeV1FYLmZjvKX+JL+/eQe7/HX2lNbRCD7Vu5LXVZ5n0mvz2gPHyKxEYVnKa0O1x5b7NbOKHgEBmu8bf4jMSt5z3X/lXDZBbH1mRBtfaTZ0ldRCisQgHe9dGEOUMFRESmx9ro4u0mqU2BWsM+m1+eDcLQCcSmY4Es27+1vDSl5n1t8cUjPbvU3OpFOUC9XSal4v1EsChaGmYuJCBnj79DkeWd7Dzz7w7bz2ume5q36ShurR0SV2+hv8k4OfRRcXzjNhm1ZWYjbc5A2zzyCFoW9CzsdjrMZV7hk/SWz9ofFHKoPC0srLZFYVlEmHtx34Kq3cVcYSS1klaCsZ8fpDldViOkJPhzS8PmWVD/XeAB89eR3Xz84z4g/4zNNXc+WBea5vzNEIBnxlaRdXjq9QUhm5lQxyH0+6Y24ZoraclKHMafh91xDWPpHKiLWTA6bGIzUKawW+ckD9YtDe0ppnRlIWBqUMWWGd11YQF1W5LTZYAXiedhkmwg5NON2B28jzAtSdvluwtl5D+C6/By8vOG5Bc6OKCnRRMgsqowMGvQChLGYzdKqTIsPElAw2NMiewgQWExnyGgTrCpmJr8tzf0MAty0MOM6B5DTZ6WiI385c0y30MIHE72QO4D2JTHJKyzljxyo8ddMs4+Ue8fackWMe5dUcv5s5w06cY3yJ13e8uEw1uuwVzykQFlRmKa/ZoqMrSMYEV9x2gW8ZfxyAq8aW+ML8KHkJRs5povWQ8qp2+ueywHiC0vMRrZMRQWQ5eNc89/7yCT76S99Ea69k21/OER6eYfNIjZ2f1NQeO8eF79rD5uGIiSc7HP+Z3Uw8CuUV8HsJqpchshwdKtTB3VSeWXCcfhShp0ZQ82uu4gYHyLUqJCl2tI7YaKHOLkGtgo48/Cx3blSlSA9M460PEHOLEPiQ58jNLrZRZ+5lIft+u4WYGiO9Yhur15YYfy4hWrfkFUFtLiM7uB2ZWVQsGT2uycsSPV4jni7T2eERtCzpKNDy+eLyFXw8uZpgxSNaF8gUmlflRJMDxEqZ5hWC/+fB70Yoy0fueheL2ShTYaFk0FUMknev3YC2gpeNvMDvffRVHPquRV7oTBPJjE/OH+FPjt/Ej131JfpW8UD3MB9/7lq23dDi1dVn6duQTCsass8LyXYOhwsFneBMVO084oHuYd488jj7ghUyq7iQjw6zSh7oHmbU6zGmuvyXMy/lxsk5LvRG2VPZ4I76KSKR8aXOFWwLWihhODrYxT/b96nCuu4PLfDayqFV/L1n7uKfHvzMEDzBSQeNlYx7LdZ1lYpMiETGuN8ltYrbamf43LlDfM/NX2Fb0ERhaOoKFZnQ1GWaujxUztxUPsuE54wqVRUTiYy+Cbm1dpaNcoWujtztMqOqYvomAJwcsJuFlFVKv2hSbgGgEoZI5GxawWZWGVbYocxp5xEal38SyQxjnT39lXtPMB50iY3PFfsWmYi6rKY1fKmZrDj6ZaB9fKmHFXhJDUiMx3pSITeK+c4Ik5UunTwkLWSF7bQ0DAur+gmeMHhSDzlzT5phs9JYMazCp0odYu3TzwLSghbJjHSeGWHJcoWnNEq6fJN+EpDnrve1JQ+UyjUvrXWVuFQO3LWWmERdSu4ywuVOpc4W32tFYAQydL6OLdC2nkWkAoQcZpmYANRIhukoZPb1qZJvCOB2oVvFTuQ76Z/fzZGZdlRAw6e906O0bigvpa4SL5yTlfmYtU9NMF+aYGbOUF5xtlgrCvs8TgpolUDGLrhKDnLXDC1oGG9gyMqSwaRkMCFQfZzOU5dQyrKZlpj5oiJoa4SxqMTi9bWjY3wFWIKOoLPbEu5rMxl12elvUP7BBVae3c6ZH9xNfriPMTETn4kIDs6w873PIRojmGqZK969jDk3R/qya4nHfLIdIaOZwd+MEXPLmJ0ziCTFWkteC1GeB1vA7fssvXqW6S+tIzr94Tm1niKcb2HTlGysRLCg8J+74OgVc2krt2nK/LfuYs/H2zA5ypm3jrH9yxnTX+0icsPIOUHS8AiXush2n/beWUbOGLy+YekHYsxHaozef5b5e/bRuHqdyqcmaN6oaX18O/EE2EM9tn0kp3mkxs79q1SDhPkHa4yezOidDdl4RUxsPd715ZchKjm/dNufE1ufn3jku/nQXb/rXH/AW974ZU4lM/z8jr9iRGaMeg4AXlo+QVlo9ofL3H3wFNv8TXxh2OevEQlNp6AlMusVFa6hIWJikfHGkSd4ZLCf20unqcmYqOC2m6bMPdUX+Hz7KsZKXd644xluLJ/j6WgXH5+/hteOPs1qXufTZ67kV6//CABjJafTjmRGW0ekVhXZIorff+EOrp5Z5I07nwGgb0Ii6UD1cxtH2FXa4MbS2WHzcF1XXQVc0Ck/deSLhWvS0Rk1OXBhUxj6OmTC7xSSPReYppGsZTXw+kO+3heamhfTKVIZt6iNLTlhWQWFBd5dnRjjZIEawUZeQQo7DJmKlKZbcNNlmfLw+l5OzE3zvdd9BV9o6t5g2KS9Zfw8iXE0UGo8DtTWhmC7kZYJZI4v3XEH2qdW2OJbaUQjKOz4npM1Lg9qlL2U9bgy5L9j7RPInGcXt1ErJ+we2fga8E6N4kJnzFXLRcNSW0GgNL00GBp5Ik/jS0NzELniecu6Xhh0ALJUQqH1NkWzUynjNqxAY43AZhKbC0SksbkcArjJnGRQGIGNNCJWjj0YuLRNqyx+U0FTDYH9661viObkFoBa3xlrZJojtHESQSXIS5LShiXoGPJKUS37rkJHCJIRSMYt8ZgkLymEtsg0d7JCTw4t8Xk9vARaxkWnisJNE4+6+4Wbjl9a7NRpmxL/+oU3ce6PDxBtaLyBRiUGr6dRgxyVOOrFiy1ez6LrOS/bdYqF3ggXszHOHd1O/aSktGrZ819gx5/6jH91zRmNPI8Xfmo72WSZ3uEJ5J4dZFVF/f5TjD25SevKGtlYhN4/68A2zxHSRbbm28cQ9Rr4HrZeZeYT57GexKYpNknBaHSjTLJjBPIcf2NAdngHolJGVCswPYEolUhv2I/ZOcXsZ1ZRS5uwvMaej7XpT3o0D1bAWuZe6rPwcsNgZw1bjhh/bI2NI4LuDg/1ZI3KfEx8ZAflJYH983GyCgSLPpUljUxg9JNl2lfUWLnNUvZTJqIu3d2GlRt8ursF0XMl/u3ZN7Fz3yreXEjblPjA/G1gYV1X+MDm7SzkI7yq/gyHogV+6sR38pV4J5lVfHvtBQDetXE3416Xl4++gBKWpgmJhCa2ik93rgFcep7CYqwgLnTSxkoXd2AiFnSNRwb7aZoyY6pLJDJeWnuePcEaN5bPDTXcr91+bOhg/M0bPghcyjrxC+47khlBQYE0dZlv2X+U2xtnuTJaGFbkT3R30zMhR6qLjPq9Ibe+kVcJRF5knzj6oqZiAqGpFxz84/29SOFyVW4snyMQOWWZEMmMikyoywFjReX94te25bAc8fpFVo/7W1jMGoSFCcdYOYzO3aJFRrw+NeViercs8a66lWzmZa4bnefNVz2FxNLKS0z47rlz4zaIgQ7oZBEbqduYPnf+EHP9BhJLbtRQH66EpVKoVa4ZXWBPeZ3sRXx3PYjJjWI07BcWeUMgcw7Xlslzxfp6lUBqNuPS8Iqh5DnVSMV3ShUpLGnukWnlQNyIYehUyXNOyjjxCTyNUq6i3op/9XxNEObovABwpYlKKcJ3wVM2lwjfIAJHp2zRJ0TaOSsD46ps42gQPZahG7lzV4aWbEwXYVPCUb5fB52/IYAbcBklRWWcjkYkoyE2dFVBuJFTXk6QmcFvu2bjlg3e+JJtDyeMH7WUV7TTfWuLifyhhd6UvBeFEAu3KQA6UgwmfOIxhVUwmBK0DmvyqmXjxBi/e+pu1pbrhG3LYNxlqOjQ8eVIgS5J/K4eZoCXJ5xB4sTJ7bzz/ley4wsG40F5xdDfHtHc5xHP1vGOnQNt2PfRmPDkMpXnV+lcM0lnh4KxBv29dca+NIeKNf3ZMiu3N5xKJk4ITi3jXVzFdnruKmV9E9sfIFecDEyUSwjfx3oSfyOGLEe2ehhfsnn7LLYfI7IcM1pl4e4Itd6B1Q1suwPGMthWYf0aQW/WbaYHf3eOQ+/t05/0EP0Ye/Yi4bqLpdz94UW8J04QnV5h9pMrjD/TZeJoRuUiLN4pmHzZAjqA0o8sUD2v6P/mLM+8/2rGnxaMPa8RGcMuOsDrXv1V/nT+ZlY6VayWvP2L389j67tYyWs0ZMxhf40bJy7y/sXb2RM42eXH2tdz/+IBjsfbeV3lLC8pnefHnn4bv7r4ar7QO8w315/m1uisczIWzS1j5ZA2eXnleVKr+PONm50xRnVQWE6nU/z4I2/jy91D+CJnXHXZHaxxdWluyE13Ck72xWsrbAqgpgaUZcL1lfOMqL5rVApDTcbcUj2LwrA92GRM9biYjVORCX+xeF3hsHTux45xUsGVvO4MOibi0/NXcl/rSjKrWMpHaOoyFenUJ1sV95aixdnikyEtMgTnAqB9oZktXkNZJcNKecLvOCOPdPTJFh2irSQzW+FQCblRw2Zk3wQYK1jO6i6DvnhOgGOb01zsNKh4Cd954HGmow5eUWnXvJiZsE1JZSTGo+qljPs9zvXHibVP9qLnlAVNMl3qDCvo5aTOmw4d5cZ9FyipjPFS3zURrSBS2TBBMC2OoaQhyT0Gmft/6iUBvTRgMy4Nc7p9T1OPEsIwcxW2EcOIVyEZctjddsnpugUudAou5W17pgjWVo5NsI7XBrDV3Bl2fOO03Br8psL4lry8VVz+zXj5DQPczniDE7F7knhMFVklGusJejOhq5x96artIv7V66aoOKd6Iaa8lOJ384LCcM3IofvSFtknhdEH6ez0OhAMpiRZRaBLlvKCovECVC9Ksi9OUHsuYDAukTkYJVyOQCfDegIVu/xdv5NT2tTE/YCpoAOewetIFu5RVJYN5YWY3oxk5uEO0WIXqw2iUcfrJK5RKCUqMTROZYhBQuV0E9t1VIAOBSOnU1cpB+6PCqUcVZLniJE6Igqx1iI8z7kn61X8C2uoZtdV5aUQmRkqSwkYjW22kJ0B278UY9sdRLVC/+5DgIsOqJ+B8edyBtsrLH/TDuKpEo0TfZASlGL0VEbtQooYJMjRBjYM2LxpwjlbKxKZwYEP9cneM011Mefc0e3Yu5tcfJ2jmbrf3GHxLsHoS5YIrm1ycbPBxQtukMbGR3eQPzqKPxfwlpse4z/t/zDL+Qi/ePGbGZOSJ9Z2cnJ5ks81r+K9mzfyVHsH60cnaekSz6R1fmX5lfQWaowFPd757D2cTKcAisyZnBRJ20REBcccFgB8/9x+NvMKj8d76NmAWX+Tt171uMttt/4wvzsSGQZJJFMaqjf8HTCMXt36qsiEhuq7jUJmjCuXMbKa15DC0FBOTleRCS1dpmdCfmTnlxjzuoyrLg3VdxTOi/JFfKF5ycxpNtKyA2kr8YWmqcvMZ2N0TGloV1eY4bCH7pYzshi8EBWJgs/3tgFuw0mKYRYArWLzyKwisR7VomGaFTx2bpzCZF9pdSgF3HqNifEIpdNoJ8bDILht6jw7a00S47GQNEgKEN2qjPs6KHTvAk9oVtPaMIjqxavsOWt8ZhTlgkLp6YD5uEEnjXhuYwaA6XLbmW+yCE8afKWJc49+5pNpSeC5wKlSkVfSGYSO29bODdkdhC7Hu3islJYoyPD9fKg6yTPluG5lnb7bL4DaushX6RXIG7gqHGUR2YsckblAbARFwJwgrxSgrixZw3xddP6GkAPWK9vt7Vf/2DDG0ATOjKPinKzqk4x6dHcoGidzgk5GdzZk5ES34MWNi4D1CmOOLx2VIgVeL8Mq6ZqQqavmtwY0OEOPKJyYgrQiSRoS4zvFR9B2zcqNqwTViy4rN2pqopXEyRIDSVZVruK2kFUVvWlJ6wrLzJUrrD41Tf001M9nZBVF7dg6dm4Re2Qfstkj2TVKd3tAdT4lOreOjQJEb4Dt9ckP7sB77ix213bHbS+tIoRAVMrkOydRZ5cQYYAdDBygSwmDmGzvDN5aBxGnYIoPjdYO1KPQAX6SYtMMTJHUZtzvbKOGaHawtQqmXkLkhtVbRqgsareJGsv4584Ow77sYABhiBCC3k27CDZTFu6p0N9miFYkU09mqMTgb8Ss3VynswdGn7eoFBZem8FA8cKb/jOZ1fzLpZfw6Mpu/uXBv+aR7gE+ftbRG9dOL7DQG2GjX+Kbdz/HVNAmMT7zSYO1pMojT12BGk3YNt7irTsf413HX0J3scofvubdzKoun+0d4uWVE4U22w1h6BiX9KiwRCLnZ06+dXj8V9Wf5cu9K7i5fHYY2TrMCTE+n21fzV+duYp/dc0neccL38Trdz/HX567mm/Ze5TX15+iqctDFUpTV/BFjkGyktepyISKTFjPC9ercjx1JDLXxCzkfzU1GKYMOlDO+YPFu+jnAd+67Un6JmDS6xAbn5oasJrXiURGS5cZUX0qMqFtSvSNSzmc9No0dZn3nL6L79n72LAp6jh0Mcz77uhoaHffUrSA24yygqMe83ospk4CV1apkwQWBh4lDKFw8a9zcYMdUXM4rEEKQ24VDa8/lAj2tLO497Qb0iCF/RoZ50ZaJpSaTmGFB/CkJi/yuVOjmInarCVVUqPIjRpml3hC40lDKyk5S7oVXD82x2Pru5xk0EjGSn02BmX8F3Hdaa6GQg5n1nF6b1kMZEgzD9/PGfRDjBYICcrTGC3JY1e9S1+jPEOeqksuS89gc4mNlavKh08iLrkqjXAUibSOB1eW+V/7DZKL38hyQATkhUpTCVTsApDSRuhMJjWJLq66OjtDoo3ChKME1vfAXhqoYIUgj5xV3gqByDQyKWgVpHMTChf7qstO671yg4fxLaVl6G+zlBcEYVvT3OcRrYHfM2QVgSmCr7ZOfFqT9La5y6BkHAazOV5TuekcLRdu5fVygo2YhVdPMfuJHNtPGewfp3RqjXDBA2O5+C3bmXm4ByMlZDaC6qdYrcGTpBMN/HKIWG9jBwO8xU1QkmznBP7cOqZWQa43QSn8xU2Ik8IVoEAV+tHC5EKWOzWK0Qjfd/cLAwYHJim9sET79t1UznWdaqc9YOqjx2FmkqBVdjED2jhjjzYwNUG8ZxTjCzYO+cRTHqUl9zRjL2iaB3zaBzW10yMMbusxUhugbsrZeHiG2644y3K/Rt9k+EJyvDXNIPXpmBK3V08xcUWXdx9zYDV3dIb9N8zxJ4/cjtdS7Llljn21NX5o5gF23rlJJDNurZwG4G0Hvsq7mvfw9se/l8/e9k5qKuZMNsYfr97GP932GRSWmszwrSEuKscLx6f54XvvY3e4RiQyXls7yrqu8EKynZuic8TWZykfYSOvEsoca4VL8ivyLl628yTb/CYdE9G3jqdu6jKpVQTC8eIVmbhBDIVWu1yAeGY91nUVYyXTfhOAuoxduBmaM9kUkcz4lqknebSzn985fi/fe+BRMqtoqD5NXWbSc8FYFZkMN4CKTJjxmlzMxukVjdAf2f+gywDH0Q3TXpeN3GWFt3QZv8jJ3tKV+0KznDmQ9mXOZlr+GnNOXwfDShtcfrdfAOau0ibtPKIkU5pZmYmwy0C7NMKqSob29S0jz1dXd3HL5AV6ecjJ1uQw5W8y6g7HnNW8hM3UDX0YDQac2JzkXGuMmWoHcLJFT5rhVB5TyAS3mpSPru12gVR+Sjtxlvrt1RYXOw0iL0dbQTVMaMchxkgqpXgI8nmu8DyN1gLwXD6UdIoUpQw6V0NwFsqSxR7Sc7GwVhdheVtgvQXDFue8DC0ik1hlMEYidBH5mnz9rJJvCOAWpqBESj5uFFlIXla0d3l4AzuUxuRlid+zhBvJUB2h+ilWKUef+JLetgCZW8or+YueQIC1yDgnmSphpSAdUQzGJGkD8qpxUbDzHmPPQtDVeD1Nad0l9W0eEow/a4nWHUUiU017d8jq7Rq/EZN1Qg7sW2JbucWN9Qt8Ye0wrWdHKS0N6O4qo9KAsRdSTL3MYFuF8oU2rDcRYYDeNsHMV/r4c+voiRFQAtnuY0sRednHSkFej/AX1pz2utUG36O3swQ7ZkEIRr64jvCALAfPw0yMYAKFavYRaQ9bLSO6fWylhJACG9Yg127TA1ZuCpkItlO77wQbrztE41gHNtuIaoWsUSI4s4ytliFLsc2U7r2HyMqS7g7JzCMDBlMe9TMQj4ONNFnFo32FZuZLguU7DHY9IvxIxNJtktFb1ji+NkVvEPCW498JOBfctnqb9128i3+85zNoBH90y/v4q/b1XDw0wokL04TjA+qPVBm5a8BnnriGp3fN8vtH/giASBgiAfu8De6+9zhNU2YuLzGuukyqzlCZklnJJzrX8qFzN/Duq9/PQj7C4asv8uraM/zh+l3EFZ89wSp1GXM4XMAXmqPJTj68cBPnlsf50Wu/xL+/7mNkVvHjhx/gqtBptR3P7CrsQGju6x5mJa6xp7zOrdUzRYKfTyQyygVg90w4DI6KjV/kZmt8kaOtz4fXb6WkUl7XOMqxeJY76qe4u36Cr3b3spSMcKS8QCSzoZJly9TT1GX2ByucLigiX+TENnB53qrnTD/Wp2dCQukq9S2u2xQVSWY91vIaVeVyR9ayKlNBexhkJbFUVTLktAGn/rBu9JivNHUvpqtDN7osj2h4fZpZCSUsDdmnk0XsKG0ySANeNnOSZl4mVPkwZbCVRQ50EUPwTo1HtQDwsVJ/SNlEhSvTabsdUG/dtjUrM9Vuo96KhYViLqdWKGGJM480dzM7PeUkgbUoIREeprgKKEUZ/X5IFGXERfxrXgRNSQWoQgdeysgGPkJaUNapS+BStb2VIiicKQcLQjh1CdZFwZpIXJp19t9Z3zAct+O3jav2tLOnewNL2DGEbU39vMHvaJf8l2nn/bdgQ9/RI8pRJGFLU15KQVtno7egIw9d8YlnyiQNj81DPuvXCJrXZWTX9PA7ktJFj6xaWO+NRWpnjbfK2bv9nhlSMCZQDKYEL7/+GD997Rd51XXPsq3c4qnlWX7vxJ203rGL0lwP2Y0RBiqPnqMz63PuTQ3XVJ1fcpVvuUQyXcY7tYDtdJD9BHluEbOy5tQgi02i5+fxVzrOfBMGrpLOcoznRrOFzRyy9JKb0lO0DtVdE7Yfg+fB8io2zRBJCsY6xcmuMfr7RrGlgKBliVYGIAVheyuky0CSokPlImPXNkBI+ndcwcLdiuU7LZVFg3/sPAd/f5XOXojWLeNf9Vi5QzP+hGQwLqmfkDSek3S3KfRYNnShhY9V2eg5lUHdjzl+ajsXV0fp6BKtvMyvXHwd3Twk//wEctPHGMHaLYZTH76C33nlH3Hj5Byf7F7NM+k23vD42/lKMoMSljEZM6Pa/NrCq/iVM6/lk51r+d7Jh+gXjsMR1aceJURCU5YJ/2TXp9EI3j7xALeXzjIu+8NAqth6XBte5I0zR7l732l2B2vMepvMeC1uKbm0QF/k1IpJNb/w/BsAeM3IM7xi7HkOlxZcvnsx29QgHW+tXPVtrGSnv05NDaipwXC2ZVNXuO+L15IYj8+2ruJCMkZNuiyUW6pn+cSpq9FIziaT/OeT9wIw4zuNd00OHGVTNGCBIb+thCns+WW6OiIpbPNJsXFsNW81ggmvMwza8qUmM15Bz8TDP1klXKhYWaUoDFWVuJFjeTSswKsqQWJp5yV2RE1KMh0CejcP8QqJ4UtHnqeiEgbaWd13lzfYWd50G0Fhha/7MRUvpeonJNqjEQy+hgPfGsywRbkE8hIfvTVXcpC5GNdmXKKZlNhWa5MbSZz6pLkbjBxnHoGnHY8fppTDjMjPSTMP5Wm2jbSpVWKCIC803VsTc0B5BiHAL2WUqonjv2HorARcrom4lN1tPZcUKApQl4n8utU2fINU3ABWqWHzEGPxNjNUrIvRZZJSca1hfHc/U/LdlIjh492Qzd60R8VC0Ewd7110evNI0Z/23HTyCqRTOSLQNOp9OlTQJUvmg4pdVR+Pu6ZBacMgDGw5eq1wE+YnjqY8cMMBsr2Shj/g2Y1tdOfrhCuK3pQl3PDR9YBkRFLdNsHUfQuMT9QRgwxzcBd5xSc8u0q01IPxBmS5U3sMYoTvYXdtg4vL7kmzzJ2fgufOdk9SWssZe2iFdMcYojFCPtNg5aYqI2cyGl9w1AHlCOt7iMIFR66JD21j81DA+LGYdETRnxrBSoHa6DK4aR9eT9PfXaHaH8UurxKdXAbfY/WNh5i6b4HymU32tSp4qx1Et4+JE4h8dnwxo7XXp7ymsU8q6udS+jM+7W/rUP9IjfYegV/OaK5VQQvKPUurXeLeHad4Q+NJjBU8dmEXfzB/J60kYvnEJP1rAnq3DAjDjOu3zfNw6wBWKn719Gt52cwJDkULvGf+XkI/491z99BKItLc465tZ/jqc/v4jlu/yh2Vk6zrKj//9Jt4xZ4T/Ojk/TAL71h6Ff985tOsmrKzsWNIkUMJ3rTqsmEi1k2Fab/JWyaW3XzLZCcVmbDTX6dpymQoYhNQlgnfte+x4YxLjWS8mIZTkQk15bJQUquYUh16NqCpK2wUppvMeizlIy7vRGT8zBs/waTX5tdOfRPGCg6XFhnzumgk/+TazxGJlFBmvGLHCTefUpecg9J6wzTDraUR+Fh6JhxW9pXCVfpLT72Gm3de5OraghtMLEQxTEIOc7wnvC4dHdHSJSZ8R034MnfzG6WbgjPiD/iL+eu4dmyBujcYzqXcmmqvkU6rbYKC99aEMkdaSyhzziZTRVPThU71dMiY3yNSOZlRTIUdOnlEYtyEnT21DRLtEShNNwuJVMaIH9PJw6HDUmLZVm7TyULiIrtFFEOEdaH1jot876l6l0HmwNvx7c4t6XvaZXbrSzXu/OYIxghq5QStJWniE4RuAzFGOGs8oLXF5EXlLISjU4QE3yD6HraknR1euMzurfwSdyD4erPLvmEqbmHcxHaRaVTX8bSqlyGTHLFlGimmv5uS75qLgXT6ZU+iEgfy1YUMLy5sr5EiGQtp7Y9Yuj0gGRVEm5qJ53KqJ33kSkh3EJKXXDJXtC5QiaU3LUnqEl00LfNI0Nnp0d0RDBUrCAEXSuwvr/F94w+yuNygdkohU5j8yiZpw0cOckZf6DmLfZaj5lYdOHvu6oA0Q663ncpldR3b6SGUQkSRMw9NjrnKN89hEGOzDNvru2TAU2uQ5XjdFNvtodoxeQn33qVABD7kGtEbuCrd88D3CC9uEm1amvsi/K6rFLyBhUGMSjTBxgAVW/r7R7HagO+RT9WZ+sx5JxlUEtVLYXkN2+sjymUuvG6U1WsD4jFBVpYkY4LBpE9rvyQ9WWf5LneJ6B2rsH12g/J4n9ZByw17LvKFiwd5z9K9vH7iKNfvnON7Zx/hW3c+xbte/3u8Zvo5yo+XyE/VeOqvryQai+ncGPOqbc+zP1zm4xs3cKS+yL89/AmW/nQ3K09Ps75e5Uh5gd99xR/w4aM38ky8EyUMn77tnfyTqc9TETmTXocbaxfoW4+6cIatLdCuiIwATcc66mGn12S/v8qsalGRCVcES0wqVxn/xeqNnExmUEVG9zXR3FAbHYh8mA3tC42PJrWKL7SP8N7le8is57ho1cJHUxYJ46rLmOpyPN7G7526k6au8DP7P88144uFskRSkwNmvCaB0IypHgdLy0QiG3LbAGfSqWI6vOSXn3ktANv9zRdtIG4WZWo9Xrn/BHc0zjDtt/BFPgyIWstqxeQdlxFeUzE7gk1q0k17b+VlNyFKZiTFAON7pk8NY14vDkZ5fH3XMPJ1oJ1qReJGno0WjUpTKElaeYncKhLjOZs7lnP9cfaU1zlcXcIUjkkl7NC4I4tZk1tVd0mlpNoZfcANH14e1GilJSIvJ9GKyMuHXwC+0jSiAdpIx3UbB7qB54w61gpKhZrEWoaabiGcHd7ziuEvwpKmRYNSGawWJJ0Q6RunNsmd0kQoZ5O30oIuvlsKztspSqxfKEq+TtX9DaMquePQjyDSIoLRk67CLJQRzg4vnVLCQN4ISUe8IpTFDGNbt8KkhpNzAslg3J3MrOrSAuvns6Gpx3iCwYREJZa0Lgg33eWKSl3Ykg5cxW0FJCOSoGvxexqZWTYPBvCqDV6/+zlO9SY5vjZFtxe5HTdRkEqu+MOYrB5Qem4BPIWNQtAaMUjId07gLbewnsJWIsTcMt279iNzi/EF1WdXnfxvoai6t9ySYYidHkNsVeMzE7C0hohCNyXn7JJrPAY+pBl2pApp5pQmAHmOmRrFlHzWr64wejwmqzlTkw4FlYt995pPrzk7+2SJeEzhxZaRJ5dZv3OG0mrO2nUBU48nNA8E+F1LMirpT1v2frzLxlVOOSEM9GcE/W0GExpKU330CzXyqqWxf4ON1TpYCOcCTGjZ9emExdsjrHIphEKD3RnzvVd/hQ998KX4Xai+fomrxhYZaJ/DlWW6OuTjZ68hOVXH7nChSL9z65/wx6u3kRqPN0w8zXvOv4Sf2/dJVvIa+4MVKiLjaDLL6WSaj5+7hp8+9AVW8xqHwkV2eZs0TWlo2AE4l00wpros5KNMem2Ox9vZHazxb599A9fPzPO2qYeRGM6kUxzt7eQVI8d418V7uaqxyMvrx4YUxVY1vVWVn8smhry3QQ5lhCu6xlw6PgTTzHrDgKqlbITlbISocI8GBU++nleJZMZcOsYHz9zETx/6AhLDF5tXcl3tImPKmWK2hjq8OIJ2q8lYkwMupBOMqAFz6Sg1FQ957q0rEVX0C9ayKovxCPsrqy4KtnBnbqlW+iZgwu+wmVcoy5SVtEbVS4YKltzIofY7ktlwMIPC8OnzV3LXjjOERcM0Md5QNthMS4wFDvQ7eeianMJF0baLqTnAkNsOZM5mUibJnZpFSUOce9SDBIPj5AeZPwTyfuYXbkpQ0pJrSVJQJ3HqOzlg8RzGuiTBLPXw/CIvJVNDxUkQZqSph9XCKUw847AB3HDvSGP7XjExR4BvL9EomWDxV37zb1SV/K0VtxDifUKIFSHEsy+6bUwI8VkhxMni+2hxuxBC/JYQ4pQQ4qgQ4sa/7fjDZcywiYgQrsqGogkJFNPfZZIhU4Pf1gStvACcovKWji5BOj2ySjSl1YxoI6d2ISNqOmBPawrjOT587IWE0RcGjB3PKK9qSusaLMTjgmjTfUhVYvH7dujAzKqK9gFD6Od86IUbePTxg5gvjJEnih+7/gGEZ7jyt5tYIYievoDNc0yjCosrsLKO7Q/cRJv1TdhsIS4ugbVUHzlH0Mzw2xoCn7xRulQtg6uAjUVcWHS3SQFrTfe7NEWdcs0yWwqh79IErRAQ+O42T4FSyLUW3rllxo71Wbq9hNfX9KYVadWdRxNIyDXZSMjyrT6N413qD5wBoPF8h/LJNXa+7zhp3SPoXOLwKvMw9y8MY892KK/mNA9C76qY2SPLeF2F/GqdkZOw8zOaZqvCoT2LBAs+yVROcEWbc98csP81ZzDXdrji5vOMXrOG7nrMxaPk13fxe5Y7ps7yAxNf5genvsz5eIy7aif48I3v4cPf/huYTGLWQ1KrON2a4FsnH+f26Dxzaw1Sq7i/eZimKdM0rkl2V+UEP3zwQX7x0W8mMW5ye2w9GkVOdoqiLF2c78O9g2zkVSoi5VC0gMYpBY6ubHONR5lxZ/k0r2o8y4zX5MqRJc50J1DCMFOMRGvryAF3UYlv5FWeHewYArZG0LMBM16LI9E8NTmgLmMmVXvYULxv8xB/ce5aZy2Xg8IMVFj1tYtpffvBLw3Hq11TnS+s9x5R8V7KMiG1Hu+/cFsRB6BcEzKvM+F1hiAssc45WTRQt0w8W1GwG0l5SJUoYUiMR98E+IUVfmuMWisvkRifzCgnO7SCqnepubk1tHhr/FpveSv61skNt+iTzCh2ljfJrEsB3IpyBaeUaQSuUp8M3bAKN97Mwyu4+K0I17KfkWhvyHdvNVi3xpxVgpRKkFH23fsM/ZxalFAtJaSph6f0kEf3PI0FlDL4fo7yNH6YQ5EyaHKXKCiKKhyB03iXc4S0qHqKKruQKpG6VFAZy/8tgxT+AHjNf3PbzwGft9YeBD5f/AzwWuBg8fWjwDv/B47vnJDaYko+Jip0f9ZiCxmbsM7CLnKDCX1kkuO3YlQ/I2gmBJvJcOo7hdTPPd4FlwvtlCjRekZWU2QVwWDcVdwAKJeN4vdyRG7x+4b6OU1aLbrPuSWtCtp7JDoSxeuFldPjeM9WqcwpunsNfpTzX778CqRv3KzIi2uu2o1CTOgh6jVs7iR5+ZHdmCt2IcLQUSPlMkIImgdLqEGOKfku2Q+c/A4QSjr99ZZtXzojEZ5XTAOyMFJDpBn4PumBabLJMslMlc2bJ1m/cxt2pOpMOqN1+tsj/K5FR4rJx5qMPdsmGQ8xvqB73Xa8XobfgXiyhNk9jY0C1HoHU43IDu+kcqHrjEmeoH4xZ/KpHuLhEQYzZfKSJLymie15VIOE8rygfM8qnd2ChZd4XLljietG53n7mz9N/YRHb60M22KeeWEno7U+ifZodUtcecU8Lxk5zsRIl8nvPQ/ATzz3XTwV7+Lo+nYe6+3jPy69mhPZFFfvWeC7X/IQ71++A1+6gQjzuoo8XyIQmi88cYQPLN/Bc8ksX+nsY9Zrc3vpNG++6ikOhMsFN6yJrcfDvYM0ZMxSXqOmBtxcOcOFZIxz2QRNXaEuY/7DtR/jRw4+VAQ9GT6weTvHY2doeXXjGd4+64YYz+cN3jv/EubScdomIrMeUhhuLp/h2vIFOqY0DIuKTTBUb2xRMFsOzXHV5draPDfPXGQjr7hKdejSjIuRaB1XwVuXz9I3wdBJ2dSVYmyZ00y/YfaZIWhv9zeH+R9bQ4hHvD4awVw6RmbVcDKQy0fp8rLJ48OmZ1mmzIabjHh9VtI6S2l9aNhZTWtUPEeZAIx4g2EsbLmYFF9VCc28TC8Pee3NR2n4/SFYl1TKtrCFLzUbqctrKamM8bBPPw/YTMqFjrs4F35cGHUUqVZDXlsVk+Ez7Sa6yxepNram54yV3VWbLhQyQliqYcqe+jqBl1OO3JWrrzQjpRgBhGFGEvvEsX8J03DDFwBsLjHF6DMhrfMOaoHp+i63W1jwrAuh2lqSS07M/876W5uT1toHhBB7/pub3wS8tPj3HwL3AT9b3P5H1vEvjwghGkKIbdbaxa/7JIX+Gl28UO2qZpnmTnOtteOJrXWzJiMPmZsh7y2sA488UnixRvUdjyzTbJgkiJTI1GWLqECSlx014HddZonxFUIbpBLu+JlrFKjY0TDJqKC/S+P1FdUFTe2sRGYuP2XzSoEaCIKnKwRA6e4mzSvGmTg+AM/DxgnewobjqA/tRZ6dwz+3Qj47zvy37mH751ad+SXLmPjkabq376H26HLxfgtQNhqEdHZ2cD97HiQJVhvkWMMBfKeHzTWiUiIeD2geUNTPalRqSeoSkhRB4PoFiWX6wU3E8kZxHg2VwTgIQfvKBmqjR2m1QrQ6QLYHsNlm/dX7kTlgXYUdtHKiNUs84ZOMhez6r6fd69KapL6XSmw5OzlOesuAl0xd4HNqEr8taCcRzazETZWzDKYsGEF0tMzgqgFLSw3KJ0K+8zvv59bKaU4mM7S/MMOP/OCf8Y5j38ThyWX+Yv56jowusztc45PzR/DE1TxzfCfvfe1H6I1alIDYukbbvS8/ym9dfAXfettjHG3O8vHF6/jtA39KbBW+MHz32CMoLKHQHEtnODrYSSsvsaHLNFR/aFP/9tFHiUTOJzvXMllu05B9Ut81HzvGyfJCmfFUvBuAq8L5obrjx3d8kUhkhQOz5xqKpsRcOs69lRdomhId4ySMAGWZsKGryMKU0zMhNTngQLTEoWiR2Pq0tdsE5s0YgciHWu66dOATyoywUK+48W0D+jZkXHXJrKJVeLBi63ExGwMcbdLPQ57tbOdgdYUJr0vLlpnwOySFQiazirJKhlG5S2mNUOZDmqSqEqaCNkvJCKWCf+7kERWVsJLU+NCxm/mhm7/smpEiZz1zYBzI3DUcC/664jmVSVZw38McbyvwVca11Tm+0tqLkXo4MUdiWUuq9HM3kCErDDulYkhxphUlP2OQ+ZT8zIF1qT9sUpoXNQS3LPHVIGG5X6efBMNK21jBIPPJcjUcNCyKACprBWGU0WtFzq9WhE4pz5BbgZRuPutWVa17bvS7KLhvqyw2/PrOyf9VVcn0i8B4CZgu/j0LXHzR/eaK2/6/gFsI8aO4qpzIH3EvUl1yEYFTclhfOZrEPQhdcSdYJC6Ayplu3K/9doawdjgVfss9aELP0TASgnaON5DUz2TFhgFWyWEmuIuAdR/AkbMZxnOXLeGmJa8owpbFiw2jx3OktiQNn/FnobtN0j6SsXPPGtePz/Gl8gRipI7dbCHCANOoIVY3kBcWXXZ24CMsVJYNotPHjDcQqxuIIKD22Jy7YtDGNSetxezZhhxk2NVNB+TjDej0XMZ2HEOuwffo3jBL9dllrJJEqymj2sfvaMLFtusbZDm6UUGtx1SfW3GmnEGMqJRB+m6wcGOE+jGLqUVsXgVjRzUi15jZSRovdEkbIfGEk2FGSz1M6LH6yoDxZxSliVHaRxqMPLnC5ANLdK6ZQjxdo9qF+5++CVGG6M41lDQ8vLCHzzx5NdV1Qbju0b0yxVuIKG0K1AA+8if38kd77kLVMr7ne+6nJmP67Yj1WoV6GPPgp6/li3uvQEjLgZ1Pc9Pd59DWYoCHBrv57dMv40BjjbGgx77qOqtplW/Z9hQnB9NoK4a2961AKoPgke5+/uzRW9izf5kj5QWuCuf4y+YNzIabXBddYNXWuaF8rog7zfjQ8i3U/ITvm3yQV9Se41w6wdO9XdxZO4UUxlXSwhROzYyajLmYjZNZxXZ/kxVVZ11XnLQOMwT3LUplqwquyIRVXS/oAzfPclx1eaizi4OlZaQwnE0mGfWcDX/Sa3MmmWLabw2TBmPrrmbPpS5/vKri4YxKhctBaekSv/f0nXiB5rojc2RWMe23iYvK3iCGMyf7xmPC7zAVdNycShNQLSr/raTFEhnbo+ZQSric1Lhi9xJrWXU4/caThk4eUfNiBsXA4VS6GZa5vURlhDKnLp0+OzEeJwdT1P0YiWUpruFJw87SJmtpFSmcJnsLsHtZQFAAvLaSRjRwm1Tmc7DS5HhzamiLHy804qu2MqzKU6PQhaknLzThntJFcqCbUymLUWeO7bWuGVk4JyvVmEYpZnF9hHzguWpaFYOGwTUqPdeotMoiEum03n/D+v9ZDmittUKIv7mm/5sf927g3eCak1Ypp70utNwIgewXDbWiMWlCDwyouGhiKonINFk9cKDazJA9l9nNlssRhvGuQguyql9QKSByjQ09bLH16a0wKiEc9aItXpKRjIf4fUvjhKWymA5zT3Sk8PpuGLGVPsm4R+PwgL964CYOPNF1PHORLyLXNrFJ4jhrU6g4LsaMnHO2B9nqQrk0zGBBKRipDSe0q7U2aOOoljRFNNvYmUk3gixJsR2XS1J55Cx6xxSyOyA4u0JwUbkNylPYcsDGNbOUVjNK82suv3vrNUahO4bnoSdHaB6qMPpsmwPvW4HNNrZR48LrGjROOn396CML7v5C4FUr7PxcQFZXzL9qDOOD3x1n+RafyoJl+rGMpVt914D85ICV9gTn92ruvPk4z4kZWvkIXkeiNnysZ+ldkVE+GWAVVE975CWPPxrcwczsYV52+DhfeOoIBw4uog/28ZXh2w89yRdWDvFds4/yH5ZfwadOHOFP7/xdNtplfurKzzJZqC02Chu4wrBhIpbyBteEi/hYlMiRwDfVn0Xe5iqqdzz9Sn7n5j/hr09cxeRohxsPnmNMdumbEIWlZwN+avZzw0yQvglZy+vcWD3PjNfkof5Bbiufpi4SetanIjIejfdyrL+dl9ZfILOKPf7qpeEMwqdtoiEwjqtuEfGqqckBFZVyzkygkdTlAF/k3Fg9X9jmA7b5TSKZ8fxgO02/XEzWUdRUjMLQNqXh69xyPG6lCH6peQUvH32ejbxKvT7gru1nh43ErSsJwyWnpCmGLnR1NKy0t27fmlQTypwxr+e4cQkvdGcIZc7Lp46jrWQd4+gQ60BxI60wFvQY83oFL+4UJluacCndVPd2HlH3YppZmUrR8IxUTm4lp7sTpIWtXghbaLtzzm+OsrPRpJuGjEV9OtlW7rjh2Y0Zcq1olNyVyp7KBguDOn4xTGG5W6XkuyZorhWhn5NrST9xG+FWBKyULg7XGMFgEBSabvdZKgcZ3SRASIPwDXagHDD71g1kEBabKGeD18JV3H8HBpxlIcQ2gOL7SnH7PLDzRffbUdz2dZfjjDVCa0eTGIoBCj5WKVd9KpeXIXIDuUFHHlnNLwYhGAfaAzfOyxbjzbakgiZQLn9bSaS2LlZVuN8LbVCDrAB6CjpFI9NL0Vx+O6c6n1A/00dkBploZO5MQrLYBAZjkmQ655kXdjJ2xQbeUhNTJO7ZJHXVs+e5bJGxEcz02LDpKKLQXR3kGlspYcZq2DTDVEOE57lBCVvnqlwqjtHAVAPEIAHPI7thv+O8rUFtOHcl1mJ7AycLzHJM5FO7ELvExOkx8tEytlZBhCE2CrDbJ6FRR3bjS+cv8GFyFDNSpnrRklUk/UnF5m3bhxujqZaR2pDUFCaAoGVZv8p3yX8WBuOK6kVL9QJ0dkckd3QozXZ55dgxxip9ph4WiL095E4XrBVdCEiuHhBuQHdfzsxL5lFNj3Y/4qnV7UTjAypeyq6pDV669yQ7gg12VTf5fz34Rj5z6jD/5qa/ZFqlfPqO/8LbHvlhnkmnOJ/XOZlO8wsX3sjJwTTvW7mHf/5X301sFRd1FV9AbCWB0FxZWuB4Z5ofufpBfva5b+P2PWedJbsAvDHVHQY8bXHJsXWjzY5E8zzcPsAvX3g9m1nFjRuzHj9/+s28Y/HVZFaxK9xgTHWpSXeem7rCU/Eu/uvynYALfDqdTtE0ZXomILWKk+kMH2/dMHRXOit+A20FPRMMM1LAJftNep3hZ8YFW9UxVtAxTnkRCafYSK1Haj32ltd4uH2AtbzK9+5/lJ3RhssyEWZIj4BLFyzL1HHbGNcEFIZRr1dU4QEjygHgqNcfBl5VVcwzK9uY748wnzRYSBqX/r4KTbdLG5Scj8dZTWtkVtHOo6G+24G24/sHRQbGQPuspVV8qYeTc7aMOVtuytxKIj9nkPuUvIxe7iiPOPdQ0hAqzWTF6bitFTy7uY3lfm1IifjKUA3c5p/liiRzsbBSXAJqpQx5ptC5+zK5xPM1u6c2MJlkZa1OtxeBFSjPIMs5RC6kzmbSgbZlONJMRjlfTw/4v1pxfxz4PuBXiu8fe9HtPymE+CBwG9D6W/ltXOW8Jf8T1rhgJF9hQo+87OENNLJfOKSEa1aqfuq469ygetkQRDBgA+kogZpHVvHwezlkZkjFWM/lfm/lgOc1t/vqQKKjgrtuZVjfXZZuVfimCL4aqlf8Iuo1kAQdS+MZn9atMWtLdSZ7m4VKxlXJ+bV7CC5ukk/UXBBUq+OyP5TEjFaLpqrBRB5quQmeQrYHmD3b6e2tUntuHdHuDjlv0enhdXpuMwh8d7VSq0CSOh5bGydBHK27/BJAtWJkb4BXCp0GPHPqFTo9RKeP8B2lZIHxBxfdRhL6tG6YIq1Jxo922ApdkP3U0TSeIpmukJcVft+w/f6YjSNlZAbGtzRfHhM+W2byyYzlH4zhmRrpYgU1ENx20znYAf/uxm/l4P/bcPafSSaegP63b1L6VIPphzdBjrI8N4u9ckB/pUJczbjn4Ckmgi4baYVT7UmurizwisYxnv/k1cy/Bj61fg2z/ibXBG3ee9sf8gMP/QAmk9x16DT/eOen6ZiIPd4mP/3mzxEJzclkhro4z4jM2O21eS6Z5Zkzs7ywMM2tu89zS/08NeUUHk/Fu7gmuogvNEFRaTbkYKgD90XOm8ceY3zCNfbm8wYAd0yc5TUjR4fDFbZyuVXR3AMYC/rUCzBvBH2W8gZ1FdMxJfYFK0NnpbaSPo7Lbqg+J5OZwsHpHjvpdeiZcJg5HhYV85bKoyITOrr0ottypvz2EHyBYabJZNBx8kOR0zdBkWXSIzMBG7pCJHKWszplmTLq9YYTdFq6NJQbbs23/Ja9R78mkGozLzPQwXB0mS8yPGkokeIJRW7V0F6/RVlsTYzfGiycGB/1osp0POyznpQpexljYZ9Ye6RaMV7ufc2YM5cY7QBcCIs2chgTq6Rxk3AK1YmShsV2nZFSjO9pslwNc0wAvKKyzjKFlBZrFdJz49I6STg0Aeoiy8QUFviolmAtJO3QldDFpHjjGxcF+3XW/4gc8E+Ah4FDQog5IcQP4QD7m4QQJ4FXFj8D/DVwBjgFvAf4h3/b8QHHL2/JASmoDYOjLHJLXvHQ1cA5/PrZUNctLG4YbqDclydBCUykyBshapATNFNkapC5QeQWkRmEdWPMtgKjrBLklaKxmTj3pjAWr5OiEn0JrHIztLzryBtSMFYKSus55RXDNx1+nuntTUS1fOkczkziNWPS2VFUx2VkuxhWNQRsZ+M3qM3epU3IU2xeXSfcyFxFHoXD4KjhMm6jC04tug2vHA2bgyQpwhjMSBmRZIg0c7JAaxFphujHzqATBu45hQvtWrp3gnyy7mJjjaW8mDD5yDrJeOReb+a06AQ++UyD6NQK4UaKDgQrN1eYemCZ8WcTqucle94tmXo8Ze6Visqnq6gU9n84pnpR8M/OfRt/9JNv2PqgET1UJegaBi80yCuCpZeM0t5fnGMt2L1/hehYiQdOHaCsUh7+y2uZrTQ5FC7woeWbWXhjRul8wKOPHOJ06touR/weP3vTp/mxmx/gjsZp9nhd9nkbxFZREzkbOuJYfzuh0MP441tKZ3jnS97Pz17/aXaVNjgSzfEHF+7kR7/6Nj5w9lYe6++7BHAiJ7YeAYaGTIrMEk3bhqzqGqt5HY3g1uqZ4X9ZRWTDbO2GHNCQff50/mY+d+oQUhjWTYWfOfadxNZHYtjpr/Nw7yAf37iBDyzfMRyMMKa6bmq91yWSWTGp3gwnvtdkzITXJhJZQee4YKeyTAgLhQg4bfeW7X1LmugiYCVz6Rjb/E1CmTHttzgULVKWCSOF8/LFDs2L8VihYhHD426lDWZW0deXsk0S61FWKXVv4GgQYfCkYUQ57rlX2OG3bh9o34VEyRxPOhXKf7vGgh6d3G0c/aLZ6BV0R9lLUdIM8022QDeQLhgrNYrMSLQVZMVQYVmoUFx+iSYrbttKDHzxioKMMMyR0hJGqRuwsJV4qFxC4VYB7fka6RniTkjaD0BZZKARJY0NjOO/0yK45G9Y3xAGnJHydnv74R9xtvX8EoADYAzJTJX2Lp+xY84cYhUEG+kQgIU2w4akKGgUx1Nrp1YpMrnlVh530dQEx2vLzGACJw8U2uINtJsGn7oPtil5Bf9uC774koKlPx2Sh64C9/uWuTdotm/fQL9/irBpqJzcAGNcbojvYT3lAp9Gaq6ClpLFN+ymuqSpPTZ/6b3nObZRw0QBarXpNNhSFlcjHoSBU6KkGSLwsXmOKEWYRtU1bH2Jt9ZxcbGF+cZGgZNTdvqIxF3B2HLkqv9qmWxmBF328Hq5q8432y4/xhiYGKV9uIFKLToQ1J9ZQ/RjBodnWL0xpLRs6e4QqBTGns/p7FA0TqW09wQIA9Gmwe/kqMywcGcJmYMOYeLZnN60Gg6j0KEgrUO0Zqm9ZZELL0yz/yMpO371FLfVz/AfH3s11acirn3LMR56/BC2rJmd3WBhpUF0IuJXvu8PuCZY4c871/In527mI9e+j6eSKc6nk/znj7wOc7DPaw4e44sXD/KjVzxI3wSspDVOdyc5+swe3vWa9zGuenRMxG6vTctcknh9onMdV0YLw9yQinDntWlK/JuTb+Kdh/+YY8k2tvub/NK51/Pt2x6nofpDpcjWLMotp+OnWteyJ1pj1t/gTDLNzmCdPd46R5NZfuGz38Zvv/YPhzb5f/bEW9g+1uJ1257lzvLJgkZxFMiM10IjaOoKU16b9bxKTQ2KgQw59zcPMxF2ubZ80cn6RFZo1i9llGwpRELprggy43GyP8XN9XNFszGlb0JqKqapy0Ot91ZF39URmVVDmeLW5J6wcHz6QtPSJfo6oJmXKUl37ro6pOE7aiU3cjg3sqoSNvNyoQffmhYfUPES1pIqYWGFT4wqxpdp6n7MRlpmIui5WFjlVCr9PCC3Dqwnoh793CfWl8xHWzkmBtfMbMal4QYzyDykgHoU0xxEBJ6mnwRMVHs0BxG5VsPj+J4myTx6vQhVOCqzgY9fypDSUi0ltDol8lShfDecwWRyOIQhLGXE3aAYKCxY+ne/RXJ+7hs41tVYF+taVNmYSwMP8nqE18sZfzZ1kj1jUbFBlz38VjIMnPL66SUeuwBwhEAYjQkKA4sQ6IqH6mfIrUCrzN3XyzS65LmKXLsK3fguF1zkhc3VWIQ2pCVX/S/dUmJwwwCTSUYeCymtpYw/7DP7fS0e+6YG0rOY5jiHf+GMCwUzBgbuddnQc3GrQjDzuSVHWQjhALtadlxXnKK6A3f/bs/J/QIf+rGLV/U97MQIotl1m3mukZsd+lfOOKWNdBuRzDUiSTHlANkeOBpFOZPN5o0TjH6hjej28VckqhKhFtecdFFrCEPyA9vJSwq/Zyg/t4gZq5Ftq6O6ETK3eH2ozaVAwGBa0N7jMfZ8gjCWsG1J6oJwM6O1N6S7U6ASqM4bmgcka2/rs+ffZqSTFfKSYv5lHlZZgqbk/MUJtn8JVDvlB6a+xPd/+QcR6wHlV67w0OOHCNcVcTVncXWEW/efo3Yo4f3Ld/Dq8ee4s3ySJ8Z2oS082d/D481d/MJbP8j7F29nNmzyK9d8lHHZG+q2/8Xat3HvzceY8dwEnJ4wtIyPLwxZAW6hzJjxmoBL0OsRMKN6KCz/4eBfEFvFTn8dX2j21dbZ6a9zMp3hlmiBZmHvlsLSNBEBmlfUnxtO4mmU+kTFoIcrgmXe9dr3MaW6tG3IpPj/UPefYZZd53Uu+s45V9p5Vw7d1bnRjZyJTDCAJBjEIFI0rWgrWbIsS9Y5lmnZki2dKyvZspWtTCpRokSKGcwEiUhkoIFGNzqHymnnveKc58dcezWgK8nn3vMH3s+DpwtVu3dVV3d961tjjvGOmJ+57rNkRjDtdAmNS5br8aPBu5VW+c1jr+O7Dj5GVYWc6k9zZXmRxChuaZxmLamzlbPAM2l93UnmgNCEmQ+5na8mbS9loFKurV2wiNmcRz7CwA60hysyttNK0f4eaheNIJAJR9rzTAU9JiuXdPattFKEaewmbTsglTa5Vm7YGWyzmtSJjGPlFJleCgjpS/JISSUk5hJ8atLvE2UOnSSgomJaSYnpoEs/9YmAwLHgqUm/z9neeAGicqQuNm9bGmw/78hdIrDR97oXWX3cTSm5Cf3II0otTdBzUtLcKz6SUFwvrzcTBuVlpLHC8TI6/YAslTbnETpIN0O6tubMRAq3PiR2HLSxPbb/WOT9VcEqMa4knqmgA7eQJUZbsYqyfDgbZJTidBNbOTblWmugtN2ThWzh2OYbkdriBDS2XNiMgjy28Ff7TiF3yDi1rx/b2PzoIYxBJpnd6D1JVnLIyg5ZSRHXFeU1A8s+jcd9GqcT4oZD65Dh2cUdmKGDzgTOxBC9axozbxteaNTsay9vWjZ4ybfbb6bRYzYcM7hswj43zSBJ7AAOAoTvITwPUS3Tv3KGxXfutPp8FNuB7ljHitux24xINWqthSlZqqDsR4gktWcKZSt7jN9/FiEEndv2WA7JVgdTr9oDUIAowllt428MKb+0XlgsBzM+m9fWWborYOL5kOClVcprKcG6TZiqMEP1Ezq7JSq2dy/uwOC3wO1CsJUx/1DEcL3MqW8f59xbfVZvcSmtCMqLkmBbs//PNCo2bNxY5yePvQ+17BOsSe6YOU1tocPB15+m2hxyy76zTHp97j91kL2VTX7h6Xv5N8ffzyOPHeZ4MsGRzjxX1ZdYSsZ4aXma373/DTTlgIaM+MlT7+NfPPNdHGys0018Hh7sZzMPxITG4Uv9y1nJLKDoTZWjBPnBYFlGeGSsZyU6xmfB6aAwbGZVTsfTPLG2wMD4XOkvEhrBVo5PVZhiU6+ImM+2r+NYPMdK2izCMH3j0VQDHgv3oo2kqwMrgciEs/Ek3+wf4Me+/u2sJA07EI3kM2vXcNnkGmNOn0Ak3Fg5S5ZvjSMWiC8TavnB4csH8G5/g5oMC4dJIBJWkzqfWLyOpXiM9bRGOxu5VJy8NNilLGPODidyndkeYjbUkF2VbXyZ0k4thXArtfLRSN+e9TqUVYw2gnG3TznvmWxn1kli2+a9vK3HImIrTkRZxkWKcjOq8NUzB6m7IVHeAu/KjKZrJZyVsM56WEUj6OUOEoBM53jYvCUewFMZdS9kutzFUxkXN5sk+SYdJQ7bYYnMCOq+tR4Gbkon9HHz5nffTYvS4SyTZJlAKksJ9IMEL0htwlILvCAlCBK8Smz17kjh+iluNabfC9CJslr3PwKYglfJ4MaA247sAWTuKDFKWcRqfksvjN14ZarxN4ZULoZkrrQSSX54KMMUNbAHlWnNZzgb5PF3bWWPvKvSOBYUpR1hK8xc6zoRmbY2QG1se3vOPkkrloutXUnm2zJir5sRbGXMPmKon0+J64revMQ40PhcBW9TWcP9WolwusziG8esd7uTV5dVy0X/palXcs05Qrb7lM/kiUlHgZtfnEYSijGYwZDyyW2aJ3K5w5jClQLgrHUon9hArbftWUCYFBVp2UTN3okMI8s+kRLTqFFaCRG9Idl00+Jf4wRcD1EqwXYbud2178sbh4KNBCOh+ZJGOwITx1SOr5P5MPZSjAwTznxrlYmjCe5As3ZjhbGHL9I8kdA8FROOK/wLLdyW4vY3Pk9lURCN2buuzIfeTkk47hLXJN3d9gfOO9Bh71vOcG4wTmelRqAShgOf4x8+zInOFNUHy/zt8WtgKeDXDv8lN9/8EhmCbhzwgbHHmHe3STcC7r75KL+29CYio5gpdYkjhx+Y/jq3j53m907eyVIylrfCJ7yufJx5p02Qb4lTKqarSzw8OEggUqbyQfhMNI8rNLNOmwV3k18+/DH+x5l7eCbcxYW0jitSNrNKXsKrC133jfUXqMiIKadDWdrteyVtspVV8w3dpic/sXE9D3Yu47C/zNHeHMLT7PE2uLZs3S53T77EaydOsMPdyj3bLhUZI9HMum0Ol5YLCNXocLKqQppqUJQ7uCLLdemImgo5vzRR+NX9/P0jK+SY06edlaiomHZaQgp7YckQ7PK32OG3UELTzl0gvcynnMsjA+0VwZjRQH94bS+DzKOsYhKtcGVW+LVHMKuB9hhmHuNen4YbMlnv24GfBLy4PVuUKZRUgiM0dW9IqiWX11eoORErwxpjwSBneKfUPaunx5mil/g8eXYXJ9cn2TnRohGEBWxKCkM1L7ruJx5JqmyVZB7QGVkP48SxG3VuC3ScDK0FWSoLuuDI7WuBVRq/FmHy55hU2rM9aV7ZlPP3PF4dg1vYYW2HrHUyFHxuNz9dzQ8vjRKFzc/pp7aKTAiMlDYy7+WaU5KhwtH2LnObYF5xlmSoQYIzzC4VB/sK7aqiNg2w5cWuRGSGLMjj74nGaycE6yH+dozfSpGJrTkrbWjmHjBUVlOmn9DUvlFCjMUEGyE7P7WMaXfI5iZtfNxRGM9F10okYyV0rUQ6Vcf4nh2QQthBrLXdkKsl8D2yqaa1BA5CgrUB3sUtC5XKdJ60zDeF3ePoWsViXZO08HvLVr84iMxmJ+zGH0ZEEz7ZZIOk5tnP6zjQqGKaNczOGStnuQ56oolsD1BRht8xZL5g9WYfGjXi+SZTT/VweynhbJm9H+/h9DOMFMw83mPx3btwwoxz36IYTkr6hyYorQge+tpVzD7QZuoJQRbA+PGMXX+zyOKbDIP3tZm8eZXv2/cQb9t7lHPbYzz95AFEIjj1p5chVUb7dUMW2w1aN8SkmyVuvf0YCsMLa7P87PFvYblb4933/wj/6ZlvwZQylvoNvnPmEVyhubZ+kTcfOMan2tfTUAPetfsIJ6MZ/vvpewiNwheZZXeLDIWhpR1+49wb+LUH38RDwwMcjWf4+TPvYNZpoTAci+b47oe+j9gofv7Ax7nCX2Q9rfMnG3fY/kkELR3wZLiHlbRRdER6ZGxlZTZ1mQV3k3HV4+rgkiZ9tj3OTdUzrGW2T/ODN38esFY/JTQzTpt5dzuXUGz4ReU0vbPxpG2/yfX1c/Ekv/j0vVRkVMgno9eykodkt7fBv7rpa4w51qIZaRcvtyKOuiv/9sw1dFLfRt3VkEmn+wqutyRndQvL6h4dVmoj6GU+kXboZT5fW72Md+98rqg6W43qdojLmLKKaWelPII/tN+/vFXnjpnT1JyQMHPZ6peRwnBhMIbMZRZt7ID2ZUo7CegnPmFquezrwypbUQUnP7D0ZEa5EhEOPBqevRhrI/BUhqcy+onH8qBBmh9gRrFD2U+o+PZilGQK100plWLbTxkkljCY2QCRzgd3mip7UAmksQ0JSaURythm+NxxIlz9jwZwXhWDOy1JWlc2SMdKGN9FB05+5ZH5Bm6Ha9zw0I5E+yqnANp+yqzmo8suw9kyWdktDjn9zTAHVlEMY+0pspJ7adsVAu2rvB3ebuZGCuIxDx04xHWX7oJPa7+LVsI6VOLMOlhGsoqx1MBgO8MJ7QBVsWYwD6bt0V8os3zvHKJWI5wtE06ViBbGbAy/1bPDdxDhrHdAWSujLeaV4DpW6hmENqa+lR8YhhFqrW0PKoXABB7Z9FjxPVUDi8MVo6abfFgLbYd7PN8knMudL9pQvtBFJBn+hW17kRy5bjJ78cxmxwr4l6kEyDBBxRoVGfb81RKdq21ZsDq3int2jbimuPjGGu299jbVKMn8fcuIRFNatNiArcsdxo/FHPzNc5hnjzGYEZTWDGqoYWitbW9YOEHny7NcESzy1NYC/fN16ickppqydV2G0RIdK/prFX7ptX/NX77tN3nqviv49j//MQA21utMVftUGkO8J6r82G1f5jt2PMrxaI71rMJfnr6R57fncGVGTQ15srWLBzf2s9UrE4iML/Sv4NHhbt7xxL8oBtJP7f0sv/PGP+EN5eMsOFuMBYOCGXJr6Rw/ffNnWXDazKoB61mdfd4a7aTEry69hZb2ORtP8ouP30tTDZhSHaacDq7I2MyqLDgdJuSQmkgKOqEUml889HH2e2vUZcj3Tz7ANf4F2weZ+8rt5uzYA8QcvToqeijLmIP+CnUZ0tc+M26b77/6IcB2X768sT4xir726egSR3o7AMiwh4sdXSrerqmQHzv0NXqJz3999C2F1dC6R3wWoyaBTHi2tfMVDe0jUJUrMsrSImBvmTprk5WOLUaeC9pIYViN6yRaFXCqXuqTaEXFsReBfmqH/45yizfseolIq8JaOAoBSaFZDJt4MkMIUxQMlxwbdx+BqnZVtrhp7gJX7V6imwSFVDI6vDRAa1hiGLsWBVsd0iwNGSYO/cgjy2zzj5LWBiiwh63VckgQJHY4Szucs0yiM4XjWvlESkMWOvgXXdytPISz6fH3GGeKx6vicFJoGExJBtMlovGAtAR7PhvZQ8QoxUhJWvfZPuxTWckorce4HVtfFk6XyUqSYDPG7afIOCOpurbl3UBSlQQbST7EzCXNHPKBbrV0YfJ4fB7eUZEmaXhFfZozsFt3LF3cnkAk1r2SlpTd3CObpExLEifN6M06RDsSmpM9Nv6pbXA5PbmLpKZRoWD3ZwY2YFPyrByUD0nSzP46kkeS1IZppLU6Mgyt5OJ7eUzfXiiSHU20ksjeEFPyiMc8+jsDSusJ3sVt+/vBDvFMk1Zd0pJE5PIKxiDCCF0rQ6OcWzI1cr2FSlKyZpV4YYz+nM9gyr5W83SCm2mSuSa9eYUTanzHwaQpcVWQlQzbV4Dbl2gVMH52DXe1w56/3Gb1nnnKK4ZwwkFcPkcQhrg9Q2cfgEP5VJXphxQb11T5vn/+OT66eQvZf59hesxKXxMPegTftkrr/lmiawZMzrS4b+sa5vw2n/j+X+HX197AvN9iJa7z9T+9mf71EeLaIdtphYe393Nd/SI/e/pb2N3cphWVeHRjL0fceS6vr3CmP8H3H36YcZkyyGzo5urZZbayMoFIOBbNs5HU+NuowfNbc4SJw+6dHda1T4WUq/2LnEgm8UTGhOrx9f5hPjD9GAvOFi9E8/zxhTt40+EXC3BThuSBwWXcWjpFZgSt3IMdiISuLlHOmeEZIg/e2HOSUcP7QPu55CBwpS4Gun2O4DJvpWijd0XKQPvMudtoJH3tFweQFkAFZWElkYY7LF7n5Y8RiXAjqbG/usFNN523TpT8uQ1nwGcvXsn0QpeqG+HLlMg4kP9Tc2XGpNtjI6mynZYZcyzca9zp080CGs6ASLsMc+dHhiQzdusvKbt5Tzo9VqJ6rnl7dNOAVCt8ZYM6mRGsD6uMBQMbtslcPJXRyVvfPWXvHNpxCVdmXBw0X1HNFmUKV1p/9jBxKLkpnpNSD0Ki1KHkJjkq1g536Vh4lcl94QYYKw9JtKUDau2SpiK3CeZHeSPnymaJ8lmX6qJhOCnwWy6VJc1G8iq3A1bHdppD7/0JVGRYu80wsWebztMTTLxgKK0nOP2EtOKSBRKvleC0hlZCMZYoKDJ7IKZLdlPPfMnyHT7hrhjpZ3gvlaheNPhtTWk1spF4AWnVxQjIAkmwbtvb44aD28kwjiCpWNRp5oNMwO9okrKgPyeZfjqyYZ1IoxJNNObi9DKyQKE9+xcSVyThpCC7q42rMnrHxtCuoXpesuO+NYyfJyejFF0LkN3Q8rrDGJS0skm+NVv5wtaWkebeWZX/UHkuJvDswNfWedK5YgwVGqrPr1gdW4pLm7wxmBzxKsLI3jlIgRmECM9FT9SLvxu52cnfkGTTDc7f26B06watk+Psvi8luNjBeA7aU3T3VWh++URxwIw2MDlGtGuMldf4hDOa/X81xFnvEC+MWQvlep/W1eO090l23ddCDCLSiSpbV5ZJqgKZQPvmiNJxn6RhqJwXzDzSpr+nSm9e0dmv+b13/T6/cu5eNv9sF1tvCJmdbNP6xizhlMZrSaZuX2a63KXsxDx+cTfheonX3fAiZ7vjvG/HU2ynFa4vn2UxGeewv0RThrS0RbD+zuobOFxZ4drSeQ66mwD8p8V38OQXr8DpQ+l16/zmFX/BhIyQjNKXmv9w8Z08dmIvP3Prp7nCX+SffO2HGZvs8iMHv86RwU5+YOIBjsUz/ORnvp2Fq1bYW99kV2mLt9efITGKP1i7m2Hm8l0zD/PxjZuY9Hu8vvYii4llgg+0xddOO93CCujmaUiw1sOaDIuNPMHytEPjMqF6LCZjDLTP/3j+DfzoVfcXrzmuepyLpyjL0cUiD4vkdsBZt82FeOJlSUo75AEaakCGtNySzKesIjaSGp00YMLtF1twZiTjTp+GGnAqnKasbJvPStTAlyllFdPNgvz17YasEWzGVfyXsUq24gpNd8gwc6m5IcPMpZsEBXBqdPjYTX0GqYcn09w6mNLwQrajMt3EL6SRv2sRHEGqOmFQhHKUMPQij7KXMEwclLTumCx3pwxjN9ewBdVSRKYFUWLfl2VW/y75MYPQRynNsO8h1nxqZyQqtJZikYHfznjykd+gt/0qbnk3UtCfF4DA3wD5zQkmI4tSVXX7JTr9BLetEWGau0VG/BFT3NrLfJs2js/cQxGdix7g4g40pfWEpGZdIW4nJi3bjdO6VyCa8HEGGU4vy7dwCNYjgnVIGi4yyROSPYNYsmEc2dEYRyBijUghrShEZiPyAG4H3KFD+9EGZghiznDgpouciRaI5+t4F1u5syQPwEiBSAzx/mm881vgKES7x+gSbRwPkUse6HwrT61LRAwjsokaac3HW2xROT9AhgnG9+xho+PaIget7YVASot/BSuLJKlFxGqNWFpH1Gu2dadZQ3T6GN9FRBnBlmFrsYkbCcJxB3/Jfg9lmOR2TolwJNnOKcSLZ6DksXKLz9SzCYt3OZz9McPUx2doPLtht/84wetkVC+K4gB07d4Zers1MoHZRzPal7k4t2zDY2O0rkvo76yjXagsQf205KnhHo6fnaMZCN566Chfvu8G5l6/yMpDO4gbmqXNBlv9MlfNLPPa3Sf54ZvuJ0YyNRfxK2v3IDHUqiF73HWWkjECb43EKD7bvo7MCG4qn2ZedXkmmmePu8E940eZ/JYeXzl/Gd+792FqIskj84Ka1PxN9yqOrtsA0FZaBR/q433++f5H+eTadbxu4iU2dYkXw3ne/ton0Uby1rFncckKf/S/mvkKF9Jxnh3sZjOqsBrWmHS7zLutoh1+1mmzmVUJRFI0yY8KG+xhaG7fMz79fLjW5JD1tF64Q/7bDX/NYjJeVJ91dakAWwHU5ZDQuDmK1tDJ+yuz/Pe/vIPy5eUMrky5f+MQK317d/CB3U+wnVaK59l4vI8Uho2kSsMZ4kidH5TGbCRV26Hp2ovPctywc0DqAg8743es91ylxNqh7oQoYVgZ1vJeSo9vnt7DPYeOFYXDO/wWsXbYjsrovE9TCkOYB3xGA3uQeLgqo+ZGjPkDNoZVBomLUBllz/7cjLZtbQRprmG7OavbgKUJ5lLIyFtQL4eWThh5JInCZBJdywjHJSITVJbyIhf3UmDn73u8KgY3ArKre6SLZeqnpB20azGVVNtouisxrrLQqVFsPbcBWj0bGBVLVD3SsoU/jb0Uklas5S9uOqS+IKk41IaZtasN8yKGQKE9O4BGIRyZWveJMAa3ndgkJfYi42/ZcI9Fx9pSYq+bkJacwrUC5B2a0Did0Tqg0K6ljLkdwdKdAXs+Yi86st3HOApdLaGiBNWL7UYcJ9bm9/K7oii2YZtyyR66lgML4GpW7UUsf6j2MPfD5xe4KLb+8KGtQUOVR0fbhRwjpLQXD2PsoWasbOy9HGB8DzkImXx2gN8qoZ1LjqV4LKB0aoPGV9YwcQLzM8h+BJ7Hyu1jzD8wRA0T9n1CIqIMeeZF0IYL//Iq3B7MPNSmvb/B+ut30jg5ZPZ3nkDWq2T7d7B8Z425hzTuF6usXQ/ulkMykRIsuwynDW5X8AeffDPTx23L/MnuJEnd0It83vvuB/jkn9/FUAfMXLfFtN+llZS4f3CIPz39GtqdClPjHVZXm+y7aZ3byyf4N8++n/fsf64Ifry4Ocsfm7v4yfnP87H1G/m/dn6aq/2LSDTXXX6eK/xFjsRz7HC2URgeT6b5zfvuJatqdu9b4+7KMZoy5o+u/TCJUfzG8t1sDcs8UdvN2yef4z31p+nn6NWRFDLidbsiZcZt86M7v2zfh0Zjn3c2nGSq2rGoVu3n8ojDhOoVQ7opLZJ2MRnjYjzBbn8DjSQ2itC4zDptVpImgYipyDjf0ofF8J1yOiTGITaKGMv2/uVn3sI7Dh9hf7BOWUZ0s4AMWVxEIu2iMDSdLtc3L1CeiEi0g8I2riuhGWSe7ZsUmnHHOkMyI2klpaIVZ4SJ3UotOXGHb2vTnu/vpO4MOdmfYm9lE7RFxkaZQ+YKUq0IVIorNHUv4p5DxwCoOJZR3s+TlWUnppLr3SNJZpBat8uoqV4JTTfxcWVmpRNl5ahRxZmXt+Ykubuk7MdcP7HIc1vzhKlDmsn8eRlh4uA4moYfsjEoI6UhiaWFTTkG4xgqi+CExt5pZpfyI3/f41VxOCljw9iny8w9ZJh6ZkDtZAenEyLDlHgiYPnOGv15v7jNL2LXSVYMdrApyO0DAZmfN0kkGW7Xukecvqa0kVJdjO3Gjm1/TyuOHeKhRru2xV3FGjVIyQJ7CCqMHdijzyNSe6gptMXAGiULlnjmSbQryALBcNrFbyVENYm/baidFSw+Po/XhuFcSrKjCeSuF2Cwu0I2VkFEmd2qPdd+TOawJ7D6dqX8ilg8QiB6Q2Srh39u074vy6P6md2uje/ZLT1JoRQUW7zV1rNi40dKKAVWQgFEGCPiBNkfWlfKMKW8lhBs2y0BR+K1Ivu6joOslBHtblGIMf1El96CTzhVYu2GKttX1e1wLwW2Ki4zqJVNZh/YZuKJbdzNPmp22vZZPvsSYydSVm6F9Wtcrrr3OAc+vMGhH3ma2Udi5P4ew7mM8rJg4zpDb7fm+Nk5/tvb/4yF+jYfef4mtANZM+XbdzzGofIK94wdxRUZv3D53/IzN36aleUx6DmsJnXWshr37nmRv/nkXQy0x7eNPcZts2c42ZokEBm/uPBp1rMSTRlzR+ks56LJXNu1P7iBSPmdM3dz020v8a03P0GYOnyhezWxkZxKpsgQ6MUyrsr45pk97HfXCHNuCVD8uplV2cqq1GTIYX+JxDgF8KmvfQKRcG/jObpZia2synpax8sPI9ezOl/pXklmZPExgFsqJzkZzhAbhScy/uDEHTzZ30OGRCM5GVnU7VZWJTS2lf50PM16WrPtOXmE/o0Hj7E/WCdDMNA+z/UX+M0XXsfpeCrHx4qiYWfc6efadY8MQcPJrYcqJpAJ7bScpzVTApnw8OJeHt/YTZaTB0eP7cT6wc9EUzRd+xrPr8zxzfU9SGGY9HqUVIISxloBZUaSI3FH0pGtQFOUVGJTlPn/R1oVYZzRtu3JjIoTE2VOsX0rYXClJnBSwtQhTB2rgQMVL0FKTZw6PLO5gzhTRRjHAGHikKYK300Ypi79oU8cK8TZEtOPKMYfdygvQ2XVNnapCKL6/wYbt0w1Y8+10GWvCNLYbdC2zwRbtrAAYzBe7pBw8mGZD2HrCNE4oSm2Zu0qVGhLFdxeSlpx0Eqg8jJhoQ3O4NJtoQo10ZiDTGRBIhSp1c8ZBYJSW7qgXYlxBJkn7etJgVF5aCfUIAVeOyXzFcaB/g6onzYEm4LeLsPC/nXi+hTuYp7KDGNqz65a+SD/8xtXgasgvCRpGEcVEXaRGUySFoeUo98renltWclHN+ztqRjGICW6UbWe8STXyYehHezK3l0gBLoc2EE9OjCNYoucFQK11UFkGZ4QhONNRJQgt0NMGNq/M9clvHKnla3iGO0pVGwoLfcpP7YCk+OIiXHW37jA2EsR3moPUy3TOdRg80pJUtdMPiWY+GLM4DV76Cw4BOv2Sz1QWedj334ZpbUpjAPBAx5MGbq3DVEqw3umSr9h7W9Pv7Sby/au0P/EDnbes8LPP/Y2Du9aIdGK79v5IJ/YvpF5v8Vth06xr7LB585fwZfFZbxhxwmihZhPf+gu/mL/7bzmhhMMYpdPdq/hoL/K1d4Ki1mVI+EC26ltrWmqPlNqyOlknHvnj+aRcUXr8Wn+6MXX8wfO63nb7U/zwZmv8GP33sfvHr8TIQ0rWYOmHFCWEX3jsZlV+fmjb+N3r/kzvtC9mhm3zT5vrTioDI29eK+ndRtp1wGzTpumN6AsIlrauoS+vnyA68vn6GvfOlaMw4Vkgk4aFAeZ//7y+wp5pK992/coDBhNJR+8vSwohsdA+wQy4a1jR5BoO+C1y4HSGuenxtjtbXAxnsDPD1tHGngvC4iE3ajdfIsexeAb+aGkL60j5W17jtJQQ/76zPXsaLS5ffy05X+7FlI16XZJtMNWUuG2nWeZ9Hs01JBz4Tg110o2ZRnTSX1SrRhmHlJo9pU2ODmYJtWKQeox4ffZjm1rTmpk0QofqJRApfRTjzDLu2rzTZu84szNaYKpMIRp3rjjR4R5p2VmBEpqKn7MMHHQWiKkJshTl+1hQK0cEaWK3nxMcsGjsqoJm5JwXFHaMDRODkir7v8GyUkpyCo+WeAQN23Nl1E26CJSTeNUiNuOi63WCFuOoEv2UGwEB5NxxtgLHWqnuqgwRfXsgJNJZltsGorBTB4t17b5BgAlkJlNWsrE5JKJROU2RGFsXH70/lERsXaEpQgqwXDCIfNtCYPbifHWh8jQvq0VcLhH+wB0D6ZMXrvGxdUxKqfbeUemtf4Zzy1seMb3EGFiB+5oc85lD5MfRo62cFP2L0GzhEA3qrk/O0ZEqZVQjIEktQM7D+wY18FUSlbvjhLLOQk8ZG9wydECNgQ0Sg0IgdzuITsDxl6wB5cm8PNwjgHH3sF4p1YQroN7ZhUMJGMBZBnZWJl4zxQTz7TxnjsL69ts3jpD6luQvNuR9h9srUJpeUBSxx5KLhv+9pN30nwJojHoXhtxzbc/TzSVUXmixOG5NfqXxaAFe7wNpr/hcu7BXSzfKXjn3LMElZirm0sA/MxT7+RrZw/yTHtnzvA4j+dkbF1o8jdP38i/v+1z3PCBI/zrN3yB75p5mLlal3dUj5AZyXce/R5C7fKp5Wu5tXqKeWdYHFqWZcSHnr+VP//yXVwMm0TTKRiYPrjBgfIqCrin8iKfu+l3+dwdv0VTDvi9lbv5k407qcmQXc4W/+Wqv2Utq3Fn9TizbpuB8dnnblCTtu4ryJGqLhnXBedzxnbKhWTCpjJlxE8c+BKQa875sA9Ewu21k3mZgwVbBTJh2umwx1vntdVj9nAzLy32cr+2FIaB9unqIG+GV4V1cMrpckWwyHfPP0yo3QL1GmmXdlqmnZWKuLzKt98w/9hIRx9p+u20REMNcWXKock1Tm9MFFzyzEgyJJF22Uwq1PIkpUXAjqONRGG94p20REklVBzrF1fCsBw3SI2k4sQ03JB+6jPp94m1KprjPZkROAmBk1g5J/EsfCq3Bdb9sEC7gs3GxKnd1nuxR5pZzkrg2DJhg72BBRviEXkLj++mDGPXRvj9lNblms5uW8bt9ewMKhQE71Xu4zZK0Ntdoj/nFXY8JK9opTGOxPi5tzJKrY+4H6N6EUWhsLZ/cJEZ2xifa+BGXiofDidybTwP8Yx+bxootGtphHFNEdcdtMqfK2zwxjpQVHElTEuSaNxeCCorMcFmjBqmdtD7yvrNXUlpy6AzydV3n8Bthmw/NsNlvx4jBqGVYMr+KyQL4zoYV5FMVfOCX3lJ2pCS/sFxwoVG4UqJpsoFxtX6vrPC2y2iGO05mEqAKXkks7VcFrEe8UIicWz4KG2UCPdP2aRlllkHizG2MT5O7CbvWwlHbffRFRvgEfWatSi6jnX9aI0IAvTMOEbCcMojvXwP24crZL4kmi6jd80VFMX6+ZADf7jMvj9bobSZcuxfT3Pq/TXMzW2SyQTtQLABcV3QOKVZ+Jjika9fCUDnioSXVqfYvXMDVUq5EE/wa//5N3GvafGG246wltSRj9f5mxeuZ5i46KUSSezQjku8pXmEXzx2LztrLUqLDgs7N/nq1mFuqp/lqc4uulmJf7P7S3xo+3a+2LqSMHb5zcU3cnJ5ilZWpqsVf7h1B9281uvufSf52Xf8Ne+bfILrrzzDgRsu0Hpiil979B5+af11nEvH6GrFsXiKX198I0984zDXV8+h81t7l+wS2lVan/eJeDpvzXGoyZCmHHAiniVDMOvYw8opp8PJaAaFYVp1cUXGDmcbIA/fZPRzD/XJaJbnwwWeGyzw6c3rWHBadHWJ+7auyf3VERLbIzlKW46rfkECTIyiqQaciyf5k9XbCbXLH52/k1mnzcV4nPvWrmTS7TLntooC4G5+qFmWMbW8eacsrfwy0rDBbsxX1Zb4lv3PF57vxFjdeSOp4suUSbdLSSVMe90c+aoZao9IO3lzu92kEyMpyZhYO+wIWlSciHGvbw8kMQQqJdYWHQtW4x69f3TI6CnbmjNq0BmVDnsqY7raI3BswYLvpkUK08kllDi1FMG1tQaeyljrVRnGLionCypHIycjOodSWgclSdl234KVXP+xx6vCDhjML5hb/vSfkGSK7hdmmXugg0gywrkqG1e5NE9lVM90i2E7IvzZsgW7dTv9JN9MTZ521AVcSqZ26I5KFURqmSRp1UVFGVpJMt/KI05o/19mtjDh5XTBtGIHnYoytCuJGoo0kATbGW4vtfJAptElh6Ts4IQZ7b22PaezR5KWDfs+smHvJkKLRSVOrMzhKOsiiRJ0vYwYxtYNIoTdrAsXjSZrVFD5gSZAMl2zDJbMpktlP7pkDXQdjOfYCxnYUoU4uXReUOjcGhN4JLMNkPZCVnryjI28jzb+kf3QUUW83pQDaHfRO6dQKy9r+ckyW44sBSJKWH3zQu46galvbiGGEf3Lp6i8uG5DVxXfpjo3W2zfe4jeTsn0UxEX3uRRPwG1iwnhhENlKcZIQW+nR1wX6Hu2uWfhOF/6i1v5sx/9VQba5d8cfz93zpzm5uppplWXH/nDHyKc1ojpEB0ras0B33Pgm2QIFtytouLrv9z3bvxdPb7/8MNIoTnsLzOuenyqfQPvaTzJr63cw5G1eaarPV46Nce/v+uzvK58grOJjah/dPUmrm0scn44znU1G5CZd7fRRrLPW8NDM64SJNDVkh8/9X4qboSnMi6vrvCu+tNFRdhiOsYed8Me6uW3lC0dFAO+qwMmZJ+1rJYfQI7zxY0r+Nc7vlxssYlR/PLZt7Krus17J54oMLHWVaLYSGv84aN38btv+BADY1OT5bw/U2H19NEWvuBusplV6WYlPnz+Nr5z1zfRxkKlAM5FkxwKlllP6wy0x05vi9WkUWzM406Pxzt7ua5mmw1tM71DaBwCkRZscF8mnBjOoI0FUg20V0CoDpeWWU6abCdlMmRRrjCSZWLt5LF3O3T7qY9GMO13c3a3Q6wd+qm9IDhCoxF4MqWX+MTaYdzvE2uHlX4dX6UoqV+xeQNEmU08jgZwxY2JM1VQBYP80LIfWzDVCKg1GHVUGkEtiPCdlPNr4wipSdo+E487jJ0ISQNFWlY8+7Vfo7f1KrYDqggWN5qI02V2PhsRjwc43YTWAZfqG1eJV6cZ7KyiYk3mybwqDHpzDsJA81RotdReZOvNwLpQ4tQOvpyhXXRa5tur24oQ1sKMCm0JsRGiAFHBaDMXVhuPc6Z3/rHyckpSdxlMOQwnFaXNDDW0endcV1x4k2LhqmWWH5+jctHQ35XR3z9G5UzbRtixg7ig/sVJXiohkPGlAW6/wLzRRsqC3a3rVZKGj7/cJZ6u4m4MiOareEIg4rQI0Yz42abk24tE7lQRwwhTKeWOk5Id6pkGLXDCDKbGIYyLIY0x1tHiqMLpItIMXNd+32fHUKstTJKAUlYrH1jtO2hrhuOS6lKG6FkQUOX5FUwY0b12L8FGjEhLiO02Y198Cefug9ZuuGHvljp7XBqnYhCwdbmP9sDpG+LHxnjkI6/BfKDFz5x7F9868ySDL8zQ+fYl/uOT7+Y1u8+x/y2naYUlEi0JY5fWSo3TO6aKw6ulqMkVpUW++N7/ym9vvJZPLF4LwIWzb2J8vs3PX/5JHhhcxsNn9lF+skx87xB/xeF//Nm72f7Al2inJe7/pdvp7JFU3xXxE7Nf4kNbd/DZ41dx575TbEYVrmksstPbYp+3xoLT5kLa4GB9ne+efNByRURsOdTaoymH7HC2yRD2UNKYfMAlhNjN3sbv7d3K2XgKbSQr/Tqn42n2uBscCW0R1fvnn2DWbRVDu6kGTKsup5JpApkg+4qvdK/kNZXTNNWgQL4iJMeGc0y6PRpqwIVkwnZ+ap/JUg+FBnFpKxx3+mxmFifbUDYmX1UhvZF9EMnN9TO5BVDTTmuMOf3CAjlIrR6dZIqqsqwU+zz7ZwxkYrnpMqWVWGSrxcraAQ8ULe8jEFVJJXRSn624UpAErZ87IzWSkkrydp2MNPd+h/lzmv6QMHMsCzx1i/5LN+d3p7nmXXHj4gAzcFKivBlHCIPnZDa/EfmU3ITAsUN8GLtkRnD65CyV6T6Dno8cWLRxUnGI63kbTvYPL9WvCqkEAZWHKpSXBd0Fz0bLU42/rVlZHEO70J9VxDVFOGbTiVFDsXlzxuZrY6KxS5Y5oU0BlDJKFi03CEFSdUhqDjLJCuof6aWY+8u53WBdJ0bZA8i44RQ6dxZYKQUh8LciGqeGVFZSVKQLqceJNCoSLD4zh78p2L7GDr/ty5yCQSKiBOM6ZOPVwpet6yVL/DMm16ct9Eq8bICGO6ok82MkdVsWYTwHpxshjCFY7OYFx8Y+X+YyUzmw1r58SxeZtnKI62Bch+7hcYxvE5fOVh93pYvoDfOgjnWa4HuIUlBo5EDxfXfWu6ilTUxkzxWyvbPIbh9dDjBRTOOpVWY/d57q0xcxYWQvUv2BpRl2U5xuZL/O/oDs4E7ChsTfTmmcyWieCpl4boC/0mcw7VFe15TWNZ0DIFPYvEaQPdXkp3d9mg9fvJ3d7znNd08+xB/c8mHCzOHs9hirrRp/dsWH+Zvr/oD/+vq/ou4M+daxJ7lv+Up+eOp+mnJAV7uM5XS5xRdn+O9v+AhXTq4g0byufJxs4PCB7/kKOypt1FCQXDlgzOnzmuppJn/4LEbCldVlXKHZiKp4R8qcak9yffMCV5UuFu4TT2imVY/3T3yTQGTURZQ34oxCMtZFYqmAttsSwMurHkY+bfucEl9Yv5JD/hL/5/4vsuBukiH4+NL1TKhe7q32bMlCfqFq6bL9mEg4cM1FZty8WQfBqXi6SFTOee28qszKJUt5+Oed08/iihRPpMSFn3tIIBK20irdnK4IVve3A98jQ1JVIeOqx05vi5ocMq7shWFEHOxmATpPfq7FdVyR0XDs93nC7fPV5ctougNqTkjDGRZDOpAJXv52KymR5lt40x0WQZqSSthZbuHIjCB3nzTdobUKvuwksOzEDFPr63aElVWEMNTcUV1d7jxxY1ItObs1Tjl/25W6cJ1MlfskOfIVKGiNBguoKk/1SXM2iYwEXs+Q+RIVWQaQ+Uem86tj4w410491iSYCtC8I1od2g06gMj5k83Waia/5xDWJii2P2xkYvA2XeNoGYxCCcLZim95H1WIjXdjYQ05nkFlw1EjzFgIcYdtoDNZCGI8shtZmp11JUlNkrqC9z8PvGFSkrc4trQXR5C021vc90sQNU09bjT4ck5QWHZwBJDVs4CbV+aFgDI5NiaE1shfhDXPqn+tYt4rnEM/X8c9ugk5w+nY78Jc7GN8lK1u4lptkZFUfpzVEV/wC0KUDF9UNEeQXjZGO7rn2YLaXUnt+nXSqRthUlFNrJTSBh66WkHGK6A3QtQoiihHdfnFgaQZDhBCIgbGD3bFau7PatpTFsosCktkG7plVTJohHIWpV2FjC9AE51skM3XclTZirInY6jP1zZDu4TGSisRvSRucUgKvl5EGknBMUbkIWQDetuDK9xzjfV/8EUQiMY7hwfFDfHrxahaXx1iY36Jc7/CzS28j1g6vaZzlwbX9fOSZm1mY36ImMxJj68cuhGP8weE/41eab+bocAcvbMzyQ099L99z5wNcffAif/z8bThuhi4b0r7LL3zj7QjfMpVf984jvLV2hJb2eWl7itd/65N89qlruHLvV/n/HH0b79n7HDeUIkKjCI3DlLQXiS0TUMnZJConB1ZEyqaWhe1uSnUJjYNCF5VpXV2ir31eM3a2GMaf3L6B4+0ZfnrvZwiNyxODvVxVusg3eoe5OBzj2yYfp5XZw8GaGvKDC98gkDGZscO6mydGx50ea0mdXd4GobFyxbxr7wKWojFm3LZFxOpLB4xlGdHOykTaNsh7OQI3QzKu+mxllbxUIWCgPcacPhtJrSgjHnVVtrMSibGba2IUG0mNXmYb4e+ZP04gEyuXSEmknaLJp6oiW4qcllD5+0ZyiSMyi3NVUWEbTLTCUQm+TDndmsBVGVOlvkXE5hr3yE6Y5RbCUemC76Y4QuMoXSQlfSclyRQq17g3h/biNXKbACSZREDh79ZKozNJMp7S2eUydjLFa6cg3EuW37/n8aoY3GAHZrAyuMQRcSRuP6O/UcatR8SNgOGMdR1MdjWpLymtCeIp6M1LMi+gu0sy8YIk2IghyfLNW9vUX6ZxerrYbI2ymvZocxwdQKowRQeO3dZzW2HmCXo7JTKG6lJqLw6jNhwvD6wg7FVSiUsyi4TUlzihYey4pnVQEe6OWb+pweSTHbQrUWA3b8+xEfQ4sdVmnku4o0qwOkDEqbXNlQOMEDid0Or8noOIklH2yF6ctgf2tVJdkBZFkpHWA9ytgXWvKFXca4kwsdt4kqL6Mc2jacE/AZC9Iel0HRk4yPbAdnnOTTLcUaFyugXr2+A5BVvFlHxY28jr0zTOqsDkHBhTLbN56wyZBzKDqa/ZuH1WC0jqDtuHZ5j+1CnM4gpCKWrGkI5XMI7A27QX8/LpProaIHSZrcPWUbTj/i7f3H+Ag38W0//pDisvThNql/gjM7z/xx/htbVj3Ld9Le8bf5xfvfjmolWcUPH2+ef58bPvYblf52cPfoqfnPkSDwz38exvX8OD7+gRLZf5mTf/LRLNnz52NzrQpJ5mxzOaldsVlf1trp1Z5H2TT9BUA959/4/w+3d9iOlKj07qo6op06rL31z/BwB8tH0jlwdLXOcv0dUuGYLgZfVfoyaafv7/FZGC6uVD2xTPHTHCH+/s5cjmHD992VkCkbAQbDHrdcgQnE8mmHNbxWvvL1tfZVlGaCQ1GRaFxUvJGBmSTy9fw00T59njbbDLs4EdhX4FsySQCcHLmm0So2xoR8Kk0yk85RrbgrOVVhkYn42kZpnajqUEKjRlZe82yjIuZBWAdlqiqiLKygZnaios6s8sRtbQy3wyJGUZF0jYSLtUnIh+6ueyhoVONd0hZ/oTVFSMJ1OL183lk37qc/3URXQ+nGtOyNLQJjVt4bBCGJFv1Bklx2Jjy07Mue4Yh6bW6CZBkaJMMmW7K3MnSTsKbMOOEcSpQ5IolNI2hJMohDTIUkrvSk1S82mcUsQ1QXYJI/7/9fhfHk4KIRaAPwFmsFv+7xljfk0IMQ78FbAHOAu83xizLYQQwK8BbwMGwD8zxjz1j32OenWHufWKHySteji9GDmIbcO7rxjMlVh6b8yumS2kMCw9uBOvbautOvsF4Q6r02lfo/qS0ppk4nmLXRUjjVuJS3hYKOxxRopL/uX8kZUcwgmX7g5FUoX6Oc1gWiI0iAyqSxmlNVvGO5JhtJc7TQxo1/ZXqlCT+RLtQFy1FrfeLkE4lzD1sMPkYxuWAZ6zx1GCwUKNyvENq3eP+No5HEoMbDu7KQeQ2di6LgcY/9JryH5oC4JzIJVIsgIPq8s+Mkry15HoWsnq5VqTjFu93d0cIAZ58GZ0YDqKxud2wmx+ouDCqE6M2u7aMmLfK3gqpj9AuG6hdaMNZmaClbvHqV1MUaGmP+cy9Q2LuhVBYP+cjrI2R9+1ZxSdIWt3TjH98AbxbI0z32coP1OiuqSJq4LOAXD29tDHqkw/rQkb9o7n9h99nM989WYOfLTHiX9awfgGEQvU7JAslVRrIYPjTdLJhMv2rFBxIxypeWF1lj+/4Y/44WPfTvuhGV73rqf40amv8gPHvpPtfsneoH2tQW+XYfbqVVaen0ZPx5iBg7+meNe3PMLXlw+wdmaCf/Har/Ke+jP84dYdXBas8LbKSR6Ppvns9rVcU73Iu6ovci4t8/Xe5VxbPsd/PvZO/umeJ/ji2uUEKuUXdv8tW7lUAnA+HeeF4U5eWz1WeLpD49LKKvzH+7+Vf3nHV7mlfIr1tM7peIqbS2fo6KDgbXd16dLv0y5/fPEOvmPHo+xyt1jLanarz8uIFYa1PHijhNXFQ20356bqkxiHtbSOwnq+nx/u5Pn2PG+bPkJdDoufJVdkufPGHqqWZVTwvpeSsWLoN9WAVg7w2sgBWqP0pvVOW2b33330MuvXnvK6RQzelRm91GeYO1KazoBWWmbc7XP/ykEmS30O1VdfcVg5cpU4MqObBFxVW2IzqXC8O0PZiQkzl37i2caevAMToBfbyVr3Q1ItGaa2JX6QuFS8mCR3mPRjD51v5UIYosQt5BOwqNfsZQjXpO0jgozln/ptogv//x9OpsD/YYx5SghRA54UQnwJ+GfAV4wxvyiE+CDwQeDfAW8FDub/3QL8Tv7rP/gQ9k+FdgRx08dxVYFdrVwcELxQ41w6iX/aZ+5RW/7b2u9jBIw9ZSWIwZzDYCEvEhjkjoc8Fi/DFJNkdkPNU4/GtfFuHeRygrKySFqRhGOS7vURJpa4fRe/ZZAJxA3BYFriDPLm+TjL/dN2Yx/MuvhtTeoLZCJIyoKkKkgqgnDKULtqA/+Lk4w/3y6kGLTBBHb4Vs600dWSHcQVaxEcdWlKsO01vmsj8iUfHInsDAtbn64ECK0xUmJciRrkzhUpkHkFGqOi5MwgU8t9cbdDe4DZH9oLA2BySWVUMCw6fVtmfHHd6t15LN6UA0QUk+wYx1nv2mSnUvbCUy3bg0hXQRQz+1DLtthv9igfjdm6ayfNF0owiBCDkHjXFINpy20pL4Wk83VmPn8OgLW3TdF40ILCJv7FOV44vQOEofxgje71ERcnFN5En5sXzvOZY1cze/Uqi6uz/Ke3fZSuLrGW1PnrE9fDmTJxVOKWtxzlTGec/2P3F9jhdDiVTPDjJ/8p//qlD7ByboL6Tdt8+SvXk7xeMVnqU/ftZtq7UKFzU8rOWovF5jjlSsT03Ca9nT4ffexmShdcfuOf/RG/c/H1HAqWibTDz3/lXfzy1JBvO/Q0N9bO8abyS0QGajJm3OkRao8fPfBVAH5u7ycIREZTaiKT5DF4h4qMeLa1kzGnzw2lszb4Iwc05YA/vucPiY3idDxNUw1oqKF1m2A92KODyb72mXVadEWJYepSzw8A6zK0VWw5KdAGcixHpCatdl1zhlxIJthMqzTVoLAJNtWAmypnOBCs2rucPElakZEtYZAJXT0CRkVspHWkc+liEBmX9bRWyB0A3SygLGMuhmNoI9hV2kKKjE4aFAeKVRVZ2cPRhaxidXKnqDwDK+OMtO/F8xNced1y4VJJcx+3vTCI3LFjWInrdNOAXZVtoswhzhxqbkSaf9yTaUEi9J2UaxqLPLW9QJazuhtByDBxrZadKbSBuVqXfuKx1bfySclLGMYuXn5gmUoLoIpCF1lJ8YMEnP8Xh5PGmOXRxmyM6QIvAjuAdwEfzp/2YeDd+dvvAv7E2MejQFMIMfe/+CRoz1aCOf0cImWM3RhTzfwDA/b/sWbXF3t4m0NEqgnamup5Q/1sSvPkkLmHhuz6jGbseEpaUbapJu+utNKHsgEebSUEoU0emc/spuzZIa+VoLqYMv0ll8lHHOrnMyorKWkJeNMWgzkYzDi09vsMZwK0Z+2JKswYTkmW7lSE45LVmxWtQ4LuHginDSoUpF+eZPL5EB24xdcT7WhccrsAQmuyug+ZIa24Nu3pyELSkZ2BTUPGifVdT9aIp6tkZc9ejIxlp8hBbvnT9nCzCN2M2Cf5AaYIE6u358RAEVp/+QhAVfC+a2XMWL14TdMbIIaRBVBVyzgbvfyiYPVzjIFO7xKiYBAiLq7iLG7ZKH85YPxrZ0mbAdHCGKZRZTDtsX1I0Xh+C3elbe+I4gTT7ZHUYO6TZxj78imyH2siegqMwO0Zxh/0kLWEH77qGzz85CGmP+WzdHKKiTcv8XOfeR8nhjP81Sfu5qrZZZy+INiER8/sZXm1SVeXOOz63BVs8Pt3fQj9+9NcfuginRW7+X39q9fwpqmj3D15gnYU4LVSJu73qTkRwtOkqeLsqRk+eNnnqU73+db3PcDxcJ7f2PvXfPDp93C6N8nY7m0+fPMf8+b6EX7pvneSIDgSzzLQLm+rHuegt8Zhf5nD/jIVYS1uS5lHjGQzqxQx9xMbkxz2l3OJIvf75uySCdVn1mlTk8OccDjgZDTDX6zfkh8kZlRkVByQ/tyBT+KK1AZrEMWGO6oXm3e3mVA9ulkp175LlGXErNNG5XLGyDI4emTYmH2W81AKZoqy6dCKjKmqkNB4tLJykeJUGL66cZh2VqahhoXWvTPYZi5oFzLJqBxi0u1RU5Y5Psg823CvQo505vnL526yMXi3R8MZFl+nIzW1aVvN1st8+qlvh/mgwSNLe0i1opv6hJnDRlSlpBKGmUXLBk6CRlB2YqLU+v/T/A4g1ZKXetOUnZiqFxW+bz8P4ihhG95TLYkzRSmPx/dDC5mqeAnVICKJHXrbZZK+a6mB26V/dGT+/6RxCyH2ANcD3wRmjDHL+YdWsFIK2KF+4WW/7WL+vmX+gYexmC1UpPPIePaK6HuexLWHgEKghgmlFQg2JG4rtP5s38HrJCRVxzbSZLZXUmS2QUZm1pP98lj9iBECVj5RkbZikAB3aFtterOKcFIhrunA4+P4Xdi4KaM836N7tM74UZfyaoJRirGXEhAuwxlD7SyMHR8ikoys4tLZ5dM8ObR+cins5mkMziChv6tC5UzPWvjCBJnLI04vtgeeUWa37ZdH2pVCxhlZyUo9cdMjWBtYGSjLcnaI3erT8RJOa3jJtw2XXCHKSiFmxPju9O1zcrnG+B6m5CL7EVk9QCVpzopJ7SYeJyQzdc6/pcTYcUNlOcFf7toBX6vQOzxF5dS2lXJaXUwco4MGsm0Toc72kN6BBv4KlFdiKks26i/WtwlOa3QYInbO0rxllej+ebzlDmf+g4PZMuz7c4N/YY14R4Otazx+7y/fRq0Ld33wYZbDOo98/UqEgGe3dqCuahOohKRhcEKBWfUprUu4DZ6JU35l6R3c2jzN5lWK9Qd3M7YIwxlBFhj+25feTu20JL6zS/ReF39T8OzGPI6XkoQOP3bXFwlkzLv2HuG+C5eztVFj47oqP3TlA9xePsHHWjfTkBH39a7illuO85vrr+O+L9/Eh97/Wzw8XMAVGXvcDQKR8YPHvoNfuOzjBCJhoH0SLMtkPa3zc1d/Oi9GiFhJG4TG5S+Wb+WHdtxPS5eQaB7pH2SXt0FTDTgULHMouPRj54qUTr791uQQ1yhGJySzbqsY0DucbUsdlDETeXXZ6EAzQfELJ9/GT+7/PJ7I6OiARLs01SD3fdvN+Wuty3n0wh7+1ZX3F5VoK2mDKadDN2+0UeiCD355fQWgCN2MtO2yiAi1S2IUY+7AMljSSh5tD+jlQvAw89hd3oJ9Vl4JtYs2grKKCyfInTvOUMoDQXVnSEnFjHsDmt4QX6XU8pZ4G5d3SfKtepi5OCLLnST264q1wnds8XEnDornOlJTd0Mrm4AFUhmRXxANWhhclZGmCiFgebNBtuUjEoETC4J1QRZ4KAUi/ocPJ/8fB3CEEFXg68DPG2M+LoRoGWOaL/v4tjFmTAjxGeAXjTEP5u//CvDvjDFP/J3X+0HgBwECr3HjXVf9ODJO81KDS1/TSJ8WUWblhTwJWZQC5w0tIrMbtHEVpJqs7llPdqJRvegSv9t3LjlA8l9HWnU45dPZpYgmDHMPJURjDhvXCJJx+49x+mFFZSlm4xqfubefp+QkPHt0Nzu/aC86bjclqTlcuEex91M2KKKirJAnhL7EPRGpQYa2YzOeCHB7CVnJwV0f2LTmiMliDCJMbRoyu9QQjwby+H00aa/OwUr/0gWPETlRM9zVwO0mqF5kPz7yZY/43iPWScm3/5/XxIkkJZkbIx7z7CFplNkhvt1DhDHx3mmc7SFIiCcrOL0Ytd23fZY5elaP1a2XO+eIW994Yt8OI1CS9LKdDOYC6i9uk0xVcF84D806ZmnVHtg6DkyNYxYtW1yUSwjPAylYfutOZAYznztH55YFFu8W1M5KS2KsGfbecZ53zz7DHm+Df3vkvfQ7AdXnAntAmkB1yUpb2oXeG/uI4xXGjxrcvmY4rvB6msV7DMGKQ1LX1E8KMk/Qucr+3b35+uepqohfnn2CoYn58nCSxWSMu8onGJcpbW3BSy6aQNiiggeGu/nC1pWMewNeVz9GX/vscdeZUkOOxjO4ImVK2Rqw/3TmXfzgwjfY426wntVwRVp4uF2R8vxwgcxI7q6+yGI6xm+ffT3v3vEMV/iLxQFiU9puxaW0YW2E+bY4MHaT72ufmhzS0uWivOFXX3ojP3Xo8xwP5zgQrOAJi6NqZWX+8xffyx+9/fdp6TKP9A7w2toxQu0RGpe+9qnn6NjVpM5Ob8v+25QJgUhsBN5YH/NIxhn5w0ehnFGJ8eguACwmduTpnnS7BSIWrB4+CgI11JBuFrDTs92bi/EYEmNLg1O/8GAPtUdFRfQz26qTGmmhUljQ1CicMwr0APgyo50EdGJ78ZPCMExdal5E2bEhnG4SkGqJr+z3OUodSo6FS2kjmK+2WRvU6EYew8gjjlyCIyXKK4bhlEBo8LcNmQ+n/vRX6XYu/r3T+//R4BZCuMBngC8YY341f99x4HXGmOVcCrnfGHNICPG7+dsf+bvP+4dev16ZN7cd/D47gEfbsJTIKLGx9NHynRf1GmUj20bYoA3aDh6RaFCCaCIgqSqCzQQVpsgwJSu5+YGbREapTVUK0L5CJJpw2mf1Zknzmg3Wz41ROefg9qG7R1O5aP+h1y5m+FspQhtaB3yit7fxnJT+U5P2wHTLarDagWArJfMlMtb5Jp8XFedWxZFU8/ILUuFFjzI7lIWw34P8oiOiFJQkq/rIMCEZt001TisstO1ovkqwmJPVcpkk3N1EDTOctpWZCo93bjcSw8geDL7iDkQXModxHbJm2VarDUNrBXQUyVwTOUxt604lQAwi4vkG3mq3qFoz1RLdy8cJ1iL751cS7+w6JowQgY8pByTTNbQn8Tasg0YMI9bv3sHkQyt2yI9KJTa30QuzRNMlNq712PXnZ3nx5+eY/byLdqCzVzKcS5GRZOKZEeMddny9T9z0CMcVazeDCTJmvqEIJyRjLyVsX+Yy9fSQxR9LSGIH/7kytXOazl6JCm15cVo2lNYEs4926e0uE9Ul21cYmscFKoTNe0M+cOUTXF5a4pn+LjppwGtqZ3hd+SR/1b6R9zXs+fx6VuKbgwNUVcivHnkjP3XNfTzUOcjuYIvd/gaPdA7wQmuW106fZJB5zHltrggWWUzGOOiv0MrKVGRUHDRarnZayBIPdA9xR+0Ezw52cX35LNOqSyBSNnW5CPo8E+5i3rUYWlekKKH56aPv4ocOPlCkFyPtMu70+PTGtdw78TzjqmeLFJw2jw/3cnVwkZW0UQx9nVeajb6+LJdzRp7wBXeTC8kEU06HQCSsp3XaudfbEgITajKkIiNORvbmfdLpFp2YkXGKoTza6gd5zN3Ni5xHPPBAJmRG0kmDnNFtB8iI8R3lXJW6E9JKyvQzj4qKaSWlwpEihSbMXCpOXIR5gCJ16cmMXmKthlUnKsI6NSeinQRsDKtFNN6Rmm7k46mMREvWNuu23X3dRQ2sdFdZzYirEpFBWrZGiBN/9at023//4P5faty5S+QPgRdHQzt/fAr4nvzt7wE++bL3f7ewj1uB9j82tPPPUgCSCt91we3IrWv59ghW4jDCwp9szJvCgkdm8LciysshwlidOKt4GCUIp0sve01hfdthhooy2nsV2c4QT2VUzjsMdmXIt2zAXITXMYwfS/C3rH6uPUlpS1P6ZIPWiXHiiYz+Tk3UFGxeqShtJEXyaQSqQlkHS6Fn53bCrGEPFEWqLas6TK3GDdZmmG/eOnDRVR/tu9ZzLgSdPX7BDDfSslz8lR667JE2cm+4kvirfYwj7AUwtxtai4QqKIIjYJUYhX2MKaBWaI2z2sIMhqR7ZjA1y/J2l1uoVg/R7SNbPXQtYPOqgHS8UjBQjFJUT7bxllqoToR3YbOQaYaHZkgnq3jnN/A2h6zd0iRcaBDun6K0lTE8MEmyc4JozySsbUKc0NtXRbuSmcdDNl+/i3I9xO1puguSsWMZpWWH2cvXGE4Jdn9sFW5qs3xnhYuvdxh7vsPh396gfNal8b0XkYlh7QaXyorm1A8IsuM1qpXQBh8ENE5pKsuayrLB3xYM5gy7f+skfP86SVWw64spmzenrL02xXuxxFPbC3zo4u38zbM3FDr0pvb5zuaTlIUN2NRkzPvqz7HfW+XuPSe5zFvla1+5jj/60ut5qrebxEjumDrN2+vP8C3Np7kquMBKvil3dcCE6uGKjHk1oCLiAj41CtS8sX6UzEhuq5ygIiN+e/X1nE0nAEiMw0ra4Ne/+hbAyiV1GRKIhGunl5h2Ohzyl1iMx7hv7Uqaqs+3TT1h4/q53LGW1Tjor1rpJHeVeCJj1mnTysrF1zfrttBIulkpL0mWRbu8zumBI1JgVYUsx00AOrrEmNPHlwmrScPSAYVm0ukRvqzXMjIOkXbyQgbPsrOzIK8tkwXT2/6a0E5Lr4jHayPpZT4lFZMZQT+zA3k0pJUwVJyYab+LxJBoRZQ53Nw8izaCrchedKpORCsuoY1kO7IXgV5if37d3H3SjXyU1HRDn5WzE/gvlgjOe1TOC5onNF7H4Aw1XlcTtDKqi5nl3f+/DODcAXwXcEQI8Uz+vp8CfhH4qBDi+4BzwPvzj30OawU8ibUD/vP/9acwrwA+oYT1F5c80Hl8fZigfffSAARbrJDzSLSrkCYttnM5TBmOVxhMK7yeIdhIMAowxoZmpEANUrSviCZ93J5h+j6fVExTdgxJVXLLa87z+a0r2LzWkJbtYHMGhu5uh7ipKa3ksk4sqFy0lsGkbnC6MdpVCK0ubdix3fYzV6Iyg8DaCEWSWVuesYhaLRVZ4CAj25ReumgPVGRs+eO6ZMuQs2ZA86UBadkpNvLC8phqy2fJvzfGkXiL7QJChRB2gGeiOANAScQgsUnKwLPDewSq6g4se6RcstTEnHVilCSZb6D6ieWjANXFvNMzu3TBIjP0L59i+4DL5JEKbidCdob4K30bQNIGud5i/EUfpxOS1gNKrRDZi+hcNUF/TjH3oosQHplnbyfjusPaawxlYDihmH46oT/jMPtIhPe5EsPXGKKFJrv/fYu119bRysprBC7ahVPP7GTv0ZDBtGcZKh2X3Z8dID7tsfRaENr+4IQTkokXQtyBx+DGiK+cOMyBuTW2XtthtVqnfBYapzUrd2ac+OZufvAdX+TUi/M88Plr+Wr9aqYObfBTBz/HX6zdyh3NU1wRXOSZcIxpp8tbx47w02fezRW3n+andn2Grg744ce/gxsWLvJZcR1vrh1BI4so+qjvcsHd5Eg2zdODPdxTe94ORZGQCAfIkFLnjTixjX1nAQvOFpmR/PTRd/KTb/wMgUjQSDp5e/v7Jh/HJUMj2euv06v7TMg+yD6bukIgEmKjUEiackCHgEyX8EgKCmFTDexzhKGbkwHHnV7eaZkWB58j5wlQxNaPtOZpTAwLycMVmQ31qIhBZrGzGmG1caPJjKRn/CLyPtK0lbCyTDlv2tVGshbXC9dJhmTM7bEe19iKy+wMWox7A2LtUFFxEdYpqYSNqMrisMmk36OVlNBG8WxnASkMdS8kzqzEMkg8IqmpuDGbYYWSkxBlTlE43Axsu892r0z5vINMoT+TkVYkcUMSNwzViy7VpQyvk6AdSeOsPWP7hx6vCshUozxvbrn6h+ymHV/qRRzR8IzKcaWusqW/OVxqFFUfySUyByllVTvwk5qNrDuDDLcVFtApi2W1m7NFvdoLgd8ytoGiJEhL0Lpac8M1pzjTGmdrsQkaxp5TdPfCzhuWWNxsUCnFtLcriJaLLmWIVHLwwwO07xA33cKaiKGQSsIJh8pi+IpklBwkduApYW2MUGziJuePv1wiAjuQZZwhQktCLFwkUHjDW4erNF7qo7b7eUDGy+vdJOF8jfJL64VEYwe4suwS1yka4sUwsp2WL69NMwZcB12xGF53ccs+d7Stj3gmUmJaHURgY/zhlTvZOuTjdY2VlNqa+jOrmO02+sBO1EaHzvWz1B9ftH7uSmDxtoMQtCbZPYVREu1K4qbDxTcb5ECy4+ua6okWuuKzeVUV8b4NSv9zjMpjZxncuJuLb1BMPCvIPNsd2tupSAOon9W0D1gA2MRzhtZBiYpAhbDzkxe58N6d7PidZxAL86TjFTr7StRPD9m8pszWdRnl6T6VT9WJ3tOie67Bm257lm4S8MgLBwCoTA74o+s/xHpW4xZ/k4/3DvLfnruH9172DO9uPkklj65vZWW+3L2S9bhKqhWRdjjbGeeXLvsby88+9V5cmfETu77IDqfDelZhLatZlwcjl4cpmujB2g0fHuznxHCGfzH5AI8Od/MH5+7iqvFl7nvqav7dXZ/joL9CV5ds841x+fHHPsD/vOVPgUs+7JEXfCTHDLStQrMHkl6Bgh3p1SOt+uW9lF1dKvCuNRnmPm5r2xulE0dpypGDZOT93kqraAS+TEi0U2zYT27voukNubZ+IUfJlgpuScMZsJHUiLRjQz8ypZMGDLWHk0stJZWgjSDSDl+7cJA37nqJjajKXNC2acr+pD20dCwKdjsuFcCvWDuFLRAoIvNR6hQe7dHw9p2UbuQzjF3SZ5skVQ1zEToVuOd90qrBGQgmjtgF0xnYOsLHnvntf1AqedUkJ8FuoHI0zFKdB0iM1a6FQOa2QeM5tr2m7OAMUqsVa1Ns26oXo30Hf8M6TkYYU5lqu+Vqg8w0qaPoLkiCLUN5PcPkGFi/awhahsGcw3MXd5BGDpcdXOLiV3ahYsPcIxmLep7p61dZa1VxluxtVu2US2nj0sGnjHM7oiPshu1Y+UBmr3S0gNXvRxo+o4E9oiHmb2vPwmfUMCEZCxBJ/rwcqJWVHWQvr3eTEE0E1E8NrZyUSyFpMyApO5TPtiida1kLYHqpWEJXrH5thAA3B2CpvA3eGCupeG6x3YswRdc8LjHEYxuVb1ZQGx1LPwx80t3TyEGM040pb7j4Wwkqxw8Y10EEvt3mjcFrpejxGqIf2gj/0EKwdOBx/i0VJl7Q1I+28BdTxqanGM7aQ2DR7qG2O3h7ymw/PMXwe1vMfTDl5NcdsmqG0JLtq8FfVwS3bNLrlKldsMPIKFi72aIKdn+ua2W1MCKcNMh6je7hcRvC+s51Fr8xQ1oxVE87DOse8999kdsnT/Pxh+/mXG+chUoLXM1/vPWzfG37MF/sXs1fnbqBv7z+D/nU6rUk6yWuu/6cdY0Ixfc/+T2EmyXcRsSte87w8ENX8JrbjvOmuWMF+/qmifNcU75AXYZ0tUffeIU8Ucl5IDWR0NY+5XxrfXy4h6Ya8O3jj/LJ7jXs89b51p1PM+V0ef89j3EsmuNENMu8u01f+yih+eD1n6cph0WbTUVGbGVVJNZdAtDFMsBD49LOKjRU3265RMWBI8Cs07KVZDkMKzQuLvZi4MvEbtE57RAs0rWp+qyn9aLKbSOtUc3tgDUZ0iWgIe0B7c1j5wq9W2I3aiU0vkgJREpNhaS6zEDb8MyYO6AX+oBFuaZ5wa8Uhulajxdbs8xX2qxGNWb8LhXHDvzUKBIjCVSKIzMGqUegElJtk5aOsEyTQerhO2nO6PZxc2tgZqzWXa4knB+rE2xI0p0ZWTtg/EU7H8Jxa6RwhjYbIlL96meV2N5H+6VkrkQNUoTWdovMzCWdW1NUjWkvH46JLlKQIke6gj10NIFTuDowhrRqtW41SNFK0t7nMJjX+G3rCtGOwGjoTyuCtsbfgl4qmZ/Njfh1Q/OkAQOlFUH7K7M4vr1VbrzYJW36yDCjvzNg+5CiflZTWUqIGw5xTVI7b0sVvNaliLN27dacBc4lNC32z43EbtpODr8a5v2bQljudz7kZS5NqC6F3GRchb8VoV1ZDHcxjJFRRml7SNYo2W7NztBiVcsead3HW+pgAhuTxxh7MOg6eR2axgQu8VQFNUhR/QiR2Dh+NlGzWNZ8yGtPIR1VNO04y5a3LNvQvLBued1uXhyhDaZZw3gS0oz+nEs0XsdrlQmePA2Og1CSxe/cz76/2oDldZidhM1tZj/WtrRCpdh67S7GH1lCJYYdXx+w0W7S/USb3XuGrN1UZvypdVqXTTH3aET/3BgzKSy/KWX66y6TXz1vW3yUYv3t+6ldTEj3zFA9D+meGVY+EKEvlpn+0BTDt4fcsPc8x9Zn0ItVTm3Nc2Z8ElUznF6dZPHJ3bzufUdYcDf5D/OfY12XuenqM4zLjF/Z8zE+M3k1O5xtvvfPfwT3yg77pzZ4KZvi1t1n+bHZL3P1vYtcHVykk3NDApHw/uZjtPIhPoq9ByKhqQYoND937p387G57zPSeB36Yj935PznsL1ERCX3jcnPpDGUZMaF6jKsBX+0fZtZpF9jZ0Li4IqWpBnR1QN94hbTRyQJORTO8tnrMOkCMTysrow00VJ8Jx/ZcqpcdmSVGsZ7W6egSnkjzTTwr0pahcemZAF8mRdTdlTFbaTUP1Gh2utu5FdApAjV2C7cgsxHjpJ2WbZuOTIlyJ8pGWiUzstjAXZGxnZSpqshaCAVFW7wUhn21TbQRjHt9NuIqw8yj4kR0k4AHz+3jtXtO4QpNP7MNOqlWbMdWN3dyrkmiFVU3YjbocpZxtBEMUxcvd6VoI6AZE2Ue1SAhi8p4HTvD4rpHOC4prebndlLAP1KB86oY3AiKol63lyCi5GXQptyXbKxUkJUU0bhLVBc0TseXBh32ME/nRb0jyp/INIP5EjI2pCVBsGV1bbcbM/1ESuO0j9u3NkSVGZKqwu9otBIM5wxvPXwUjeBLJw6T1jN6cw5jL2VUlzVRXeCEhtZlksF0g8G8oXJBEE5CtDOG60JKvx8gDHg922mpXYmRBoSFpYvcNy6jjMy3VWsi1eiya1vaR3cMo4e0somNuVtgDdrKFiOdW/RDZF54oKK89iwzGN+xnvAwQUW21d2eI9jBrvoJJsgtWHFiZY9R72WaYco+ItWEEy6VYYoOXPvjJKXlmOR2RYTAXW5Ze+HQao0m8NFlH7XegsDPL8ySbLKObA9AStyNATgWLhY2JNVzeUWb56I7XXZ95KwdrkA0V8dPUpv2TDNMr8/Y46uQaTauctjz0U2mnjTF88ePJWxfP2EHP3D+zRNMPGdY+JQk/MEN4tNTOE+9RHTnFbgDQ1JRiNRFxnD+LVXqXzYMpwXuIMM/FXD8yGUMroyYeViw+a4BycCDsuH1+07S3eXzzYu7eXxpF7ftOAvAdlziv+z6JIHQfG39EHpSsv/Oc5x+YDedWwZ4XsZllTUUhrsrtuC2r33ilzFCJuSAmrQ8b1dss6ntodixeJ7v3/FAsSW/76qn+WjrZvYHa9wYnLPukTzpOKX6dLXHFf4iXj5IW7pMXYbWdZI7Vjo6KNwYGsknzlzDZZev0JdDnh3sYre/QU2GrKc1dCqR2CaZkWwDlxp4yjIiMYpAxJyPJ7m+fBZXZ2xRxRUZY44ls4wkEPvclFZWQWHZ46NhXc2DN6M2+IbqozBMOR2WEmv9C2TCILWWQi3sQB1JGZ38kNJVCVtxhYoTMeZYjXvk8XaEppP61B37Pbt99xmk0MVF4RKXRDLuDwgzh2rOVR+kHqd7EwW3ZCKwf7ZYK+JMMTfTIpm0f6dd1xA1JTKVYGA4KaiMecjEBvpk8g+L3K8OrCv28M3txLk329iDyFzfto0r1lVSPt+lvBoRbNuwjh5Fx/NQi0w0apDg9BMrsQCd3YqLb5C0Dlocq0w02rG+areX5tqzdYGkgSQpS5bfnHLdnS/Zpu/WDHo1QMZ2+xUGUl/Qvsx+7Y2Tts092BBkJUjqmuCCh/f1OjJvapaJIRpz6M8o671u2kb4wZRjPegGjCvzSrac01D2XvH9Ma5Ehqm1yOW4VqTdiI0SaN9ysbPxqtW49Sv/4kWUIvvhJR53ZHV1kRlElFmfd35OYCqB5YaMUpCOsnc+cULj6TWcdpiXN+QXi9ypYjwXXbWOFhHG4HuYepXhnqa9eyhZrZvISio2IZsittpWxzaG5mNLTD2+beP1U+OkOyYQvmcbeCbGEOUS/koXMYzYeNNeomt2wb6dxAtjbLxugYUvdtm+ccpeuIMAd62LdgVJSRDN1jj7nknmH8xYu83gbyVMfV8HpxshpyfZPuCRlCymIK1YBo2+osfmnTGzj0X0pxVJ1VBZ1ow94hF87zL/8brPceW+RQ5cf4Gj2zN8+/SjAPzw4W9weWWZfuqxs9xioB0+2rmek4/u5vJgkQutJtGOhDfPvchtO86y11+nJhNqIqEiUq72l621DoErMmZUQt84hEYiMTRzPfmwv8Q+d8PKA3nDzEcev4WNtEacJysVhq4OeDJc4FQyXbTshMYeTlrYVVJIIHUZ4pKxmIzT1z7/4YrP8Y32ZZyObenESPcuy4hy7iwZDe1R4GSU+Bxp2BNOj13eButpnaVkjIYaEIiYuhwy67QIRJIXE6d5L6UoLh6eSKnkyc1RNdrIbuiKtChF7mV+oaVHOYekqiJ6qU/ViZjxO4x7ferOkEm/V2zkXs75HmbWKugKbUM4RlJR9qIxogo2PcvqHkk8gUrpxK9MOmojCFPXerbjgDF/UICnAifFUxmluR7rN8HajRYoFWwZ+tOKLLDViK/6smAMqH6cB1UU2nPQZZf+joDyUogaJnZA5INK9RPKqfVuy2GSb+aXuNsmL/YVqXVMNE+mmLu7uAczeu1JnKGL200wWFeIzvXm4bRnvbsROBsuL47PkDzXZOyYxnn3ANfNEGcadHY5tK4wlHZ10Ufr9Oet08HtwHAGnL7A6UPjbIoRoIba2vGAtCzozSvcvk3wVZdsOUDmK+TLqHwi05BQRNNHB5FGCeujTjXxZIBnQPWjgsMi+zH9vQ38bYVq2x9OXbZY19Htl9AaU/IwmY3Ho7U92B197hGcynOtdVBZmeTldzdEMcK49mLhSES9jOzZzyGiXAoaxearAW43QQzzth/fQ4/VUOst1HbHljMEQVGPJnwPsbyJMRrRH+J0+5g4ITu8m+7eCtXzNsrsbrUZf85yX+KJMnHDQWaGldtrTDwfWTSwELC5TfWJPtU8am/UFNVnljj8WMyF7znAVGmB1j6X8oa90IaT9u5v9a6MmQcMu39NsPg6n+2DhubphMGcx3BScNMHnuOXdnyB1/ztTyBjwdSV6xgj+Dff/CdcubDMG8rHWddlfuvpu7lx73ne/1c/zp/9k1/nng+8wFf7l2OMgEzwmYtXsXp2nP61HjfvPI8ndNH+vuAMSAxsap8tbd+XYGu5Hh3u5/Rwihuq55jyLzDAAQNvrT3HPfe8YL3IuXfbzROQXV3iL87fzM8f/IQtODCqCN+4WI04EAktXeZENMsfnLidyWqfe2dfYN5vsxbXeU31NGAj7oFMLA0QaGUVJpR1QY227yynC45KiZUwVIT9d9nXlu4XGni4e4ClYYPXTxznbDhpq9f8bTJjXTWjRysrM+O2gCaD/IAUCatRg5qyjO5Qu0XIaD2u4cukAEMBdNKAeb9NYhRbaeUV5EMlDBUVEWmHbhrgCm1b4zOJJ1Pcl1k9ApXiy5Ru6uMpq20D7Ci3WQ1rKKkJcpkk1tbn7auUKHNQwFhlSPWaFoPEYzWepXkqI/MEMrK69/8WWNcRqQ5p+dFbV9grWOWCuTS0jYFcRhjO+LidFD2ee54zg9u1/mkZa2SYWluh0QSrQ9zPNenf08ML7EHUyFmBFkg0vVk/35otxLxxAtoLHpUNGHt2i8pKldWbq4S39+BEBacv8JyU3g6Bua5LdrJK1ATvYIdBJ8Br+cRViSvttp2UJWFT0N9ht+vqeYE7sLdIKtKvaLvQrkKovOlGChD5wSRYOUNZ7G35bOsSYdC1nZFCCCqnW/bPllvxRtwSHTgFa/zlVWa4I7eN/RyjQJDsR7aIOCf1yTBluG8cf2OI7OauGCWs1h0m9pxhGKHrZTvAc31brm0jeyUryZQDRBijgwrKdawmXrIlD7pZQ6xvke6cwLloSxlMv09y9T6806uoMys0u03LR2lUwbWHpMt31GicSalc6GMcSf2kASkYzJVwlx2GN+8nHFeMP7wEKxvs+nwAStK7bQ/lFYNIDe4AGk+t0n7vPDKFsZdSspLD5tuGeBMdog1JtOyzfaPgzdc+zVO/cx0Pnd/Lu1rfxc5Da3znrm/y5c3LefzFfdSPurzthiNERvHJ7Rv45Vs+xpP9Pdz9zpf45uBAwZjur1VwW4r33PYsH82u5/jWFLUFwxcG+/jtU3fz+vkTdNOAfzb5AEAxzAEupOPcGJzl6uACTRnSNS5TMqIiBZuZAJHS1j4TckjfONREhhYJd5RO0tsRFAnMZ8PddLOAA8EK+911ujrgmXAXB/0V9vmr/NJVHydDcDyc56bKaTtsjfVkZ+KSvQ8owFNSaMZlj62smn/dVi5RGBBpUciQCevnDmTCDr9V+LJH0KhRjD7Ly4BlvtG3Mjtsz0fjZAjbRo+VWmyhspVKTnSnuKl5Ho2gnZbYTsrMeh2mvB4D7VFTIZkRTLtdttMyJZVQd4ZE2nrES8ra+rSxPZaJkZAHcUa6dTsJcKSml/jFIeV6WC3Sl1leUgyg80q1TEvcPJhT90LG/QHbV5TYCJtMPZ2ifZsxQb9sUfo7j1fH4DbYUoLAwziS1sGApCIYO57Q3xlQXpMkFSspyNQgY01SEsRVj/UbDf6WZOL5DKefH9gJgdAZWcmzgzzJmHhhSHm9jDNM8Fo2Aq9dezsiY015NWH7Mo/6e5a5+NwsAAtT26y9LmFre5z6qSE7P7dF+s0SK68R7H77GZa7NYb7YqrfrJFO2g16eLFG84SkdjFFZCBSe8goDGhPIPb08LyMtl/D6wpURN6HKVBRfriaGXv4mhMSUfYug1zzF3GGDhzS8QqqHV6K/OfFvrrsoX3rVXdXO/YAMK8802WPeMy3LfSxTWLqwEH2IoSSBYBKS2ndO2WPrOzQvapmU6GuwO25yGECcYKME9uVOWqPTzPblxknBWlQxEnRWSm22pg0xel0MUJCs0b3qinqj11ArFhros4lFWFsOYP70iJ4VjYSnT6607XsGWOIx3ymnglxt4fIzgDT7SF8n2x6zP7bihPcbkLUUCTzYzitNiu31djxl6tUX2rRuWcSZ+hQ2kgx221mHx3D2R4y2FMnrRh8PyHREr3l2RuWVNBNAlqXw6HpDc63mgwHPsuzTd419Qwn//wyWpdnnI8m2ONtMOu3uc5fKsIuX+1dweeWrmQQuxy6bJFEKx5v7ea79j1GpF0SYCutst2u8Mn+1fzQlQ/wTLib89EE99ResAXBqschd40EyYwYkiB4fLgHgIP+Cgv51ntaVwhEyoP9Q+z2NlhwN5mQEa+vHi0OAFcTKzE05QA3H8K/+uw9/Neb/rpo2nGBq4ILhe1v5C4JjctWUmXK6dhSBXKIlZEkqCK2LrHNOyoHXc24rTxMk1JTQ7SRjDl9DpUzppwuzcqApXisaNEZaI+GGpLkjpVA2EPJldCiZSfcfsE4mXR6bKRWOz/bGueWsbMMsoCyipnz2sCl4gewDTlR7imf8rrUVMhqUqeKPcT0VYo2NsIutbUo1p1L6Np2UrIFwUITOLaFpxWXqboRm1mliNu3Qmsl9FXKeGDvIPqpRycOyIxkutZj5TrBcqmOigX+JsVd+t/3eFX4uOuVeXPboR8ArDc5mghoHfDo7M838GpK0IgQz9UYO5bhdW3Z7+qNHofeeoIjDx9g9xciZKwJpzzKixbuFM6UrdA/tFY5kdlas1Fju3FVzj0RyFgTjXv0pxXVpRSvk9DZE9C6TBKPZxjX0DzikNQgGjNo1xrkVSjY9aUQEef6XslBu9bhor3ce50P7TSwhQzRmKG0IqgtZjgDbW1mqUam9hZJJdpaGyX2daUoDiMRNlxURORHsfXUNtwDbF5Tx+9qKucHRZkEQFbxSRoeRkGwNLCSSV6+bOPx2PIFV1lnSu70QViMQLDcI54oW2Z6mKDLHmqzZ/VwJewBpbaHojrwUK2eHcDdAcZ3bQN9lA/xKAalMJWSHfzDqHD/mBEOVtoBHs7X8Nf6iNUt60RJU7KFaXuYG2VWogFEq4sJI7JDC6huhGjbAda/eh6vk5CWFMHZLbLxKs56h9U3zjP9yBZcWKb11itofvklcBzSfXNkJQdhDMu3BoTTmuo5y1aPbuyTtH12f9KwfIdDaVVw4P0v8Uu7PsHvbd3JC+05FtsN3rnnCHN512NiFH9x6mbeuusox7oz/OTOz9M3Hl/rXsF9Fy7nmqllfnL2C1Ty2/nf2LiLjz34Gj74pk/zmuAMa/nm+o3eYXb5m9xaOs1Au+x2hhxNGhwJF1iMxrgwHCNMXV43eZw3VI4RGkVFpByJ5gsv9R53ndC4eXlBxKfaN3C0M8ubJ48WuNhTyRRA0RKfGMeGZlCFBDFq4Rk9JLqI4GeIokwBLEskNB4VGVGREa2sbMMwOa+knFMLR5v2SHLIkEw5HQb51m2/7ktSxUD7xRDeSKpFV+XL2+FHg3M7sRv1yIkycuacj8ZfEZsfVaH1MivrjDzcFScqGN6jwgWJYTu2NWmezPGsWlJ2EmKt6CU+VTfKbYO2qd42xWv6iU8vsV9n1bVVac1gyLntMZJUEfZ8Vn7qtwgvvorLgkdNNMazW6K/FVFedxjMW/iPzgTyqRoTR1OrQY4rOnsklSXDiU8fZOHZGJEatCtp73YI1hUqyfXg1N42y1STuRKnazklVts1GM/a64wUuL2UsU5iHRiOoLSZIY9iB1dDUruQMJx0qCxBWhI0v22RTEv6z89SWk+KGL6KNGlFITLIApuc7M0qgm1N9YKmsghOqIu7hyxQqBTSkrU9Cg0yy9BKIT2sfdFT9nm5VdI4+aFhZoNHWcWzxcf9iMmnWtZOCDbQ47uWAZLZjTlYHVpZKve3i2FENFvD2+iDFjlgKrFfS86GKZ22W4J/Psy399QWGRuDbPWId46jNrN84w5RvmeH7s46wQV7diHbPQuXSpJLDfCx3dyNo+zX16zaMgdt7z5EGFM6sWbZJp49zDTGMJwtYZQlRlYuGPoLFWr3W8dIb6FE1Kgw/fUEESdoTxBOeogMaPdwct1+4rkerG0hxhr05yTVyxZIGh7Lt7ns+EZE1HAJpzTO/IB0V0Z6tE66ETD/gGD5TkH1mk2Sr03y5Mnd/NM/+Ld8/wc/yac/djtvfc+jXB4s8bX2Yb578iF2OwOivS7PtHfyffMPEBqXedXlzfUj3Hn5SwQiYSmrsUe08QXcVTvOZ9du45neLm4MzjLrdAlExg0Tj3IysXcxDRkRCMk+p80PPP7PuG7feXZVtnFFxruqz3Pvo/+S63de5N/Of55Zp01ZRuwRW/bQzLiMqwED7XJN+TzHujNMOZZvExqH/e564VCpyZiWlnhYPGqI1cwz8mi58RnP4/ahcVlP6zTlgJYuF+lIJQxNaQsYWlmZmgzJEDRVRKBtZVsgLUJ2JW0UQaIn2nu4umZLlgOREGb2wjByeIwi8yeGM5zsTnH7+Gm2cvjU6FAzyP3ijtRFHH47sc9xZca01yngVb3MB22dJ+7LLHyOzOinvmW44ODKjDS75Oso51IIUMgmU0EPT2YFw8TJv3fD1MV3XtZ4JIwN6mjJ5rBM2Y8JKilZrc+K/w+7Sl4VG3ejNGduvfwH7faXH4ylNZ+0bDdit5vYwRtYMNTKLQHRmKF+GsZfGFpHhhSEUx79Gcn4i7Y4t7M7wAktByAp23b40mpkgziOtICpkY6U2/JsUXFeOCzsNp5U7RYtY+sCyfw8Dj0lmHsosht8bmccpTxNzk+RqS0AtZLNiEaYR6qLQZ8Vn1eMmnlGdsbclWIcgYitk8aMDi0EqEFyKeqekwRNyS2a4I2rLoVlkox4LMBrRWQlF6c9JKv6qJ7VJkfJy6zio4aJ3aKHl0BfYpSY1MamK/OGnEuHmmnBmzG+hxiE6Il60UQkOn1wHZKZhrVktkLkdpdo7xRGCoIzG6+olDPDEJp1G7fPU6fZeBXn/BqmViHaNYZ2JU4vwVtqYbp9hJIMrl3A245wlrZsIfHcFGmjZO2PUrB9KGD6kS36+xpo13r4k4qifrzN5nVNjIT2ZZAthEhpUCdLlFYEpS1NOCZoXaFp7m7xLbufZ9LpcWI4TWoUV1YW+cTydWz/xU769/b4T9d8hoPeKn+6dTtHtue5srnM1y4cRAjDd+x/gkPBMv/zwt1829yTvKlykhOJHVoraYOfO/J23r3/OQba43snHiQ0igkZ0TcOv7H6Rr5r6iH2OD1OJ3WORXM82DrIv577EoHIeGBwkF4WsBbXeNfYU3x47U5urp/hhtJZwJYOh7l7A6BjfDzsoHp8uI9byidZSseYUh0CkRIah64u8VQesQ+NWwRtysI6SvrGoybDIjhTkyFnk0nbopNvyVLoYihb54c9wGxl5aIdxxMZnSzAExk/f/SthEOPNxw4zo21c2ynFcacvu2y1G5RptzIHS6hcTnS3cnO0jZjTh9tZMEyqaqQQY6AVUIzyDyqKiIyDr3Up6QSeplf2A4LvKyM6WU+3TTAyS8GkVa4wpYxdFO/CPKkue3Qkyl7K5uc6E7jqZRe4hPk2vggvXQRSfSlO4IkU+yqbXGhN0amJXU/5Bvf/1F6L628ejfuAl+a6jxwI609K3GIG14xmLVj3Rv1Mxr3ebuxqmGCDiz5z99KUJG122WOZPswJLMpys/Q2x7N5yV+S5FWXaKmwutkhSauQjs8VaILG6Fx7A96UrZ/Md2dDio0OEPo7BfMPhJbV4onScsKkZpCl3L6Gdq1DfEiM2SBtAySJLcHppqsLHN/eW47c8EZ5kM8M8XmT5brvq60RcFS5OUIXBriqb7EO/EUUuuCdTCy/BlX4bVjensqeJ0M1VPIxA5qmQduhAY1iO3GrhS64lvb4IiFInLZxuRlprnHW0SxZXrnCUsRxVYaSTLrCU+sng4Qj3uULvYQuTUxnHTxOhnDg1OUXlqzQZ9a2f55+ra5x5QDdC3AWe/YSrTtNn6nB/WqPQeIE6vRu/br0iWHdH4cZ8PFZJr16yvMfewkutVm5uQYw6t3ooYZScUlKSnGXuiwdW2T9gFbQGwcw/zHPDauufR3s3GtwD/chsUad85bENTPnXsnR5/fRfmi4vM7ruVNtzxH/AMt/q/5+/CE4ELq8umjVzMx3uP22knecfUzHHS3Wc8H38/v/VteiOZJDMyrLk2pOeB2+MTNv8uRaI7/8/5/wgv75/j1/X+FBAKR8aMzX8FFUxaCbw72c3flGJ8Ir+MP119LrB3uf+Zy/uYtv8mvLN3Lx7dv4idmv0RoFEHeWL6U1WjKIRmCvvHwsIN3MRnj6uCCdWvkRcZ947FD9ciQ/PWZ67nlqpOvqEALVEJoZNG2U5YRYd6gE2qXSp6GHCVAMyMJtVuUKHxt+zBzQZs7aieIjSpYJwDDgc8VO5e5o34CjWQyvyvI8iaaQKTIvGUnzOwGfqw1jUbQqA4LGWX0H1D4xMsqJjIOg8yj7oT29zhDBplnOd65pztD5tF4mfdXClxpgVORVtSciM2oTKAuSSXaCI53Z/Byq6EjrTQCMExdSnkxQ6olJSeB/PekWmGMIMlr0P4RN+CrY3AbmQ/uIq1nt1bZi/HzW/7OvgpxzYZuymuxba4RXOKPSGv/89ftBmpKimQy5VuueRaAPcEmv5W+mf6CRzyR4bQFs49KNq5WCA2zj+ZxU0cU23dScRhMOWxdBV5HEE5q/C1bGjz2opUakoq9CxCpISvlBQgDOzGFARnZ7kmZmKKizZL6DM5A53p47nQxkPky95NbK5vMNL2FAHegbfuztB5PNbShIZQgKzsFexwgC3LUrauQefmxDmRxEaietaEAXXKKw9tRcMa4dtDrqpdjZ/Pvp4vdvr281d51LrlTHAVJ7il3wPj2h1REsR3qOo/KSwlZRuXoGoSRZXOnGfVn1609UeV8cOwhJJ576aLeG6Da3Uu8FKUs/2Rg3S0mDBGlUm5t1KSBorTWo3flNKWlPl7PYGbGEYMhenqMtCypvriFzOqsXxuw8R0NGiegehG2rs0Q1RS3KyivSMIJuzC87c2P88iv3czUUsyjj9/E5665kcr+Nqpv8a8zDwue3b+DjRem+Om74KmVndSCCC9IuX32DPu8NX754lv5/T2fwhURJxOfsky5o3SWhhR8pHN5se0+0d9LTYV8641Pcm4wzsA4VGTMR1o3cHvlBDUZ8nDY5O7KMRoy4vVTLzHnbvNzT72D5lyHv23fyAemH+O3zr+eF2qz7HK2UBikMBwJF7ir/FLBA8mE5mNbN/P5o1fwH17zOa70F5FCczqe5kOLt/Pju75MWUb82KGvspI2CUTClNNBSxtX38qqBUQqMJIj4U72eetMOD1mle2xHGnffV2xXuYcwfrwE4f44Js+TWwU3axEhrSebRXxSzd/jAyRJzvtz9aIg+KJtEihZEZQk0OWkzFunTrLYtgkQxRR+S8uX85rZ04y43Zs/2YWFEO94QzZSKr4MrUf14qB8ciQVFXEQHvFRq3QaC5ZB8HeRYx5Q/qZh5cPdoC6E+LKjH5q2SiOa0uL+4lHOwqo+RGZlrZVSWVUvYgznXELw5KaTMtX9FL+3cerQiqpV+bNrVf84KXBoMSlzS73bm9eVaW8kRGsh/Z2OrPwJZFpu5GPvNu5K0H7io2rfSbfcZEzi5NIx5CFilIj5Lq5RR55/gAiVOy9cokLj+1g4ohBJYbSaozQhrjusn6dy3BnhmjE6J5LeaqP97X/m7r/jrLsus570d9aO558KnZ1de5GA41GzokEQYCkGKBEUiQVrGzZspItybJs61rXlmwPOVzJsi3JkvisHCjJlBgAgqQYACIRREYDjc65K9fJZ8e13h9zn13QHRJlD9/7Bt8Zo0ZVnbBPnmuub36hReuUbHt0ZjGeKncDKIFQnNjijnLyQOPERrpuY8uBpTKQ1jRuVCjTXEVWETjF7xfdsVa4UcEBbbo4saipJlCKM0yLQu8U6kp5LU0xoHRHWQkDGVeT1T28XhHuEAlmnjZ98Qsfi2c5WjxUTOCi01x8TxCIxFQ8oRI6YtVa2u4WNM6SXmhEoWk9B92PxNRqnEhxn3iA50WiT5EuD5QJPyo3mGYV3RnIscbFBN9xUFpLenzBnqFaEa54KRByUUNJBzLtBioWdks+3yavuqxfHdI6k+H1EvERH8WM97bp7vMkVOFyRne/RzQL/ibs+NQKKk448207yUOB5tZuMbhzY/bPrxM6GavjGvuaG2wLelyM2rjKcHPzHI+uH2QuHPDFv7ye1vXr+G7GPz7waX7i6W/hl+/8Q3a5HV6Nt1PVMW1nxK9cvp9/tuMhwiLKazWvMOeMiazDxayJUxTXfzz/Wf7J+W8Uhd7aDFmmsUbz9oNH6SQVnr2wiyBI+bfXfhSPnAPeJv/8wjfwTbPPs+htEqoUH1PwunM6xidH0cmrbOR1fuZjH+LH3v0Qf3LhZr5r95O0nVE5pFzKW8L5zmvs9WSesJo36JmQpo44l87QdoY0dcScI91x34R0TLWk8hl0CYXogjP+Rl9xB8uMM+BovL2IJ5NCPeMM6JmQTl4rFYwgBlYTZ8LltFWeP4FlLiRTfOT5W/n7t32RKXdIN68wyoPSPRAoIZQJHj4xq5o4FXYzaUQCnZEZgV8ujNrMhQMcZdFYellAYlyizKPqJsyHffppSM2NOTWYpeomaGXpJSFx7hYFWgaig0RcDo1VTKpx6GZ85Qd/n/7rfz1U8jVTuO+66u+WySslp3tyspbhviaV5ajoLPPSfAmE92xdcYwrvUtcTTzlceHtFn/ToXkCUBBPKba/+xyrf7qL+qUcr59z+a4AncNwd0b9tIsTQVywyfwepDWYeTXHHYup0+ahgKwqXN+46RBuigm6cRVZVUzRvf7W1D0PdVncvaE4Gqb1IgjCUejUkoUKb2zL2DXrqNKkShlJj9epxYnzgj5YPP9CcJQHGicxpDVRZ7ZOJ+jChGqC7br9uFzc8pq/xUqxFmeYlOHK1pGwiVIQVXFxu+LOZ0J/672x8lizZiiFvh+RzdZxO+OS4bJ07zQLj22ihlGRVuSKF0qcyWBykomZpvJYXBdbr4iK8o2iH88V2X0UoYJAFJmhL515nmNrFWw1QPdGpItTjLaHtJ44C0B0eAf+6pC8HtA5WCWtKdKGQCIzr+Q0X1xh5a0LNM5nuOOMtOZSO7IkafX1Ghe/YSc6sbRPFOlHTwy4fE+d6gMrbLwwR7o9YXH7JnfPny4Da11t+KGZL3Hf53+U9tSQzeUmVx24xKmnd5OHln/97j9mr7dGz4T8/Sf+DnQ8Pv4Nv4TGEluHL0f7uDE8y4dX72V53MTVOT+8+DmeG+/lqvASP/n8t5CdrBNc2WN8rkFtb5fRMOTwzsuc3pjmqtkVfnjxc+xxe0RWk6J5Nd7OXm9tCzZg67sfWZeGTnhsdAWL3mYpfQeoqZR1I0yQmkokvLg4b+Jn8pH123ni4j5++vAjLLgdGTi+IY0eKI2sxNfE0HDGpNbleLyNw+FFOrnYx4Y64adffi9v2XmSd029WKTqRPRMWHiZFL5GKKadAQZNJ6+WIRAT46pyR2E1plCfguDXs+6gvM6nlq/hyuYKTVfYSZ1UYtomwcSPXdrPmxdPbSlD0ZwbTjEXDqg4acnxHudeed+JcdlV2WSYB1watco0HRAnwThz2VbtMcp8kiKhPs5cunFYviev/uh//9rGuE3okFe8rYIc54W3hvCTTcUjXI1JWj7OhB6Xi7OcCUQ6bl0pXmL7Kp3teEaKWzKdAw5WwXje0grGLAVKiq2n2PPJDmk7ZHzSo79bIIv55zL8vsjm3dU+pllhtLPG+k0B8Yxh/hnpbtMaVNYt/sBgHfDGiqSmS9MrFKQVjRtJpqVVlFj9eFZTXds6z6pCep9J5248jZvmRScvk0zjbx07DyUQYrIApDUXd5TTuFhcz5W0eQmLyMohpUWUmWZCBQRM4IJW9PdWqaykmGn5AHm9RLrwUJSZJnRxhrEMKycCmzTHWe9jPRfv0qYwRAA8l/kv91GjWCxiXZHhT5J8bOhDmpXe32gt3fRkyFmcbDXEtKrEsxWqL0qcqamGkrW5bx5vqUu8a4rg/CZ2OMZddWmuCRUQ3yO41IPcoB2HuUdOsfLu/cy9OCZpe3QOeFg9z+xzsqXvXikhwfqqbWwc8pl/Zkg8Dc1TcPGtPnlgOP5tFW6+6RiHGss8nGuiJ2ZZ6szzP9ZafOd1T/ORV28hfKlC9dsSvPMBHavw6gmvH93BXfce5d6pY/zTL76ft93wKp995WoaM0P27rnEz57/ei4Pm/zsFR/nt8/eyScq17P84X0Mdiiia8Z8/9M/QGVZM/P2SyTna3zw6x4n0Bl/pm/gZw4/xF92DvOtM0/zxfYhelnIw73ruaV2muv8y7R1xg3BRQAu5Q1eHO/h/tprRFaocMeSbdSK1HmDZs4ZFgwUKRFtPZbu2VaYc4ZEBdXvlWgXX1i/km+cf4G3Hj5K2xlxJpljxh0w5/T4dO9a7mkcAyDUCXNOn/PpDI4y/PtT7+Sq9jL9NGS/v1oW7YaO+ImrP0tDRzzSuY5x7vP108/zRP8gDx0/zM/c+BA1nbCaNQQPt6agNyYF5h2RozkZzbPd75SwiODwwgkPim7aWM2e+gY7gg47/Q02sjpVnbCe1gh1SssZo9VWtz3ljbgUt1mo9Et7WKH3SXoOiEpSY7kctUiKgeUkAs3VhqjAuTtJlaTw7E4Le1hXS7Bxar66G8nXROH25mLOfGOVyrKieSandmZQmEsVnWeUkVc94rZLZVW2xnnFLQdzE19u4Wcr8rrHeMZh40bDoWvO8/qFbYwWXEa7M6rzQ555bT/OLsNoQTDdymrAeM7DHVvmn4tImlIA9TgTvnKzwumfcsguaYI1qCxr6ueHRHMBjfMyhFRZUXA9EVcZV2FC8ceQgr7Fs84DGT7WL+VYF7KKJq0rwo4l92UYmlWEjphXhNFhfHFQdEd56X9iXV0wVRTGk4XIHefoRM5TmQwwTeiI5Wuci7+IsSIOcqTgq9ySTId4vQR3bMhDgXiyqrOFMcc5Ks9xJl26qwpJvlPyr1UiXfOkSKtxjFPAWTbwS7tYPYogkVR5Al867oSyq1aDkUAik8gya3E2BlQvrArHOzekc1WCEys4FQ+VpISvSVGazEtwHaiEErU2iiBN0K6LzQ3zD53C9AckD15HHoDfy8FAXji0YWE07zPzWsJwZ0jzlGSFNk5B+1SC24k5/8xBXjl4kAO/cZ4Tf99iHYtNHH7r6XtQsSYPYDOrku6OUWs+tVMBg12Wd868zM8++s3U54bc1z7Kk8du4K73HSHQGR9/+XrqrwX8w8EHGa9X6B1foKIsfg84UsEdw3UfeJUXlnZwxQ0X+MOn76RxzOV3fuQX6dmAB9qvcjTezvtbz9LQOf9p9V5+59LdXNVY5sfmHqWhDamVIvzh1+8iuDrltsopPje8mj84eRtaG/7BFY9yXXieZ8Z7eX6wh++YeYIcxXpe4/dW76LipPzQ/OfxEV/tRW+TqxrLHPBXCFXKF4eH+PW/fIB/9+4/oK1j7mkco6EFa+7kNTpUaTtDIuvxvbu/RNsZlXmWG3mdBjmrWVNEPTpiyhsRG4FK7m4cZ/bwgMj6ONZyY3iOY8k2UuvScoRu2Dch3azKrNfnQLjCyPhUdUJsPByVl0PHc/EM0+6QyHjsr6zRKlwWdZE1WXdjNJaGE3HbtnPSrWtYSRpiWmUV2rFkVpXqys2kymwwxFWGMYqGG0EmisrEOMwEQ4aZwDKTlHitZO6QW42ncypuSpo7ZMb/aor3rw2TqXHq0b5ujd6hlOGCxlRFyiwY9layS/1ChDsSafVom0/a2KLzSY6j/B4uuIJ7B4bXju1g17ZN8hCq51wCL8PpuDiRIthU1M5runtDqkuJDCe1Iuik+BtjkqmAdKbK699fI88cpl9SpA3LYH/GYHeFrCIFVjpv6d6dRL7kaVUx2KFxY4vOIPfkXbCO2mLJ+MI60ZnF74ss3niKrKIIehLJJvCLdNm5rxjPueTh1tuWByLycSJDZT3fwtEz8RxX1pLWXKFABk6ZuykFW6AWEzisH5ZBoN/L8DcTRvMewUYigqXMiGeKUiIMUsJcKVPnYwlcMK1a2VVPzK8wBus6EnAM6PWORM9VAinKKxslRDYJZ8DzMDNNwbXTDHyPbL4JYQC+x/rd22VRAfH8jhPyxRnynXOkBxdZvXcB6zkMD82R75jF7phDNRow1ZLFoF5Fz81QXU7Y+ZkOy7f5DA7U8Zb6LP7ZSWZei5g6lgqNU4kDpM4tSVs4+Sc/2MQ6MPOyYXDDIipT6JmE5ss+zSMeEpoBH3/sVvSqj5MougcNd7z5NV4e7eK+649y1ewK//H1t/Fdf+cRdoWbrMV13nHNq9z5vhcZd0OqsyO8e9dZe2tCf69lvD0nvrvPRlzl56/7Cxxt+LE3f5rGO5bo2YCaSviti/fQdkYs5XU0cHwwz5GTOzg/niK1MLKKyGoaOuVNu07xpxdv5unRFTy5sZ937D7Kh/Y9yxPdK3CwXBNc5K2t10iKYVyoU947+xzfPvskkXXKTnzB7XJf8zVyFCt5g9xqDl5/ntej7SzldWb0sDSPemW8s4gtc6mphAP+Sult8nq8WEIqQhf06eRVbqme5humn2c9r2Ospu5ENPX4ryTWO8qIqrOweHWUYVDEmHlv6IqBMsps2h0WVrJZaR27mjXLoGIQK9h+HvL5MweZ9QSzj43wuF0tkFicu0z7QxH3OCmDTFgpLW9LXZkVLJjNpEpmNU1/TNVNStZJmktCfGocBkkRe+bkfDUU+2uicOuBJvv4LFPPu9Qv54VKUG1R0CZUQbtVpCsrKe7YlInvOjElnzroGdzIUjnn4bdjKj9VZf8frLD7oU0qv9umeRLMvjH+PeuM5y3DReFre52I3h6f5VsrnPhQi3Pvclm+NaR+0qX25QrxtIQgYGH5dhgsTixkkYw4h4KDDW5kaZ3KBdceyeAzq2iyUJF7gndLDJd4l4Dg2CC3BVC5DEDdkcFJDLkvQqC0yL1URoagTmTKHQeIijJtysKXVl38biqdbmIEWkqLGDRXM9gVkFUctj07BmPp7A9AKxpnxmQVh6Tlk9Y9kpkKpupjg4ITnpstXjeU1D+R6EvBVUkqCTmNUNSNWU6+c07ez3GM7g9RjRr5VAPbrJHNy3DJViV42LqOhDL4LoPdVSn0aUb79UGZLJTsmSHfPouz3kcPIrK6x8zzPdQopnJxgO5HxLMV8oUpWRQSsQ0+/R07cfsx6tQF9v7JCo3jPVSSMr5+F/2dAeFaRO21VZbvgM4BLaZgI8u5d4QoA6t3Z/T2ymuR1Qy1ZyqMtlv2vfckO69aYbwjw+9opg+t8+3v+iLewoif3P4IT67s49mPXEdmHIYvTfNrn347l+I228MuZwfTnBlM8yN3fI5RL+SBncdg6HLlb6zQOO3guobtlR4NPeabFl7g90/fTtUTTPcjndtZ/+97+NOVW+jkNWpK88oLe1Gu4cbmBRKrya3CUZbcKn5g7otc014Sapybss3rcUN4jn+w7XNlUQbwEQvVporZ666Xbn+L7riUzbf1CAfLbneTtzVe4V/t+3OWkibf/5ffy7PR3jKf8q2NVwlVSkOPy/iyic/2DZWzzLm90u9kor4U2qGoLkOdstdfIy+yLFfzpjgbWl1ave70Nwh0SqvwFfdUXnbd4vqXExuPHFUOOR1lRFBUTPhT61B3otIK9q17jwPC6d4VbtJ2RwRaqIhtb1SKdLzCVVCOaXEKJaavc5aGzdLfxFMGv4BNfJ1T82K0smUBnwmH3D579v8P6IAKhjsg2xuhvxCi05BgNUKSEwymIhmMtvDa1qnB6hxrNSo1Ei6g5WmeedCDuZjmkxWcGLZNd7FeE5WIUKR5vE/rlZR4ao7W/Zt0dsToMyEnv9Xhmis3GG/A9laPkxfmaD8VEM3AeG+Cs+mhc0i3JVQaMWniUn1OvLaFdy3PJQtVIbpRYMWu0R9Yck8JDBEIJp0F0p0bR6CUoJeDhSzUdPdrpo9uJfLoRKANb2SorEtqfB7KMNTLbBluazyNlQUbJ7KkDRdnnDNcDKispfK6eZosCMgLOX7QzUv2inU100fHYC1J2y/olgp3kJPWHbABwfJA8O4i/1KPkhIioXgPSDOxb3V9dGcokvigsHu1Rdp9Ec6gogQ9iiHPcdJsKxlIa5llDMY4UUL7mQF2NIbpFrofEWwMQCvc9TF5K8RUpshDl/BCXxYX3yPeVqNybIWs5hCsFrj5ru3E8zX2/fY5zFQdNTuN1SL48sYJ0ZTL1Gt9Bntq1IH9fzbGXe2TbmtSWYGp14X7PlwMSJqWyuUhV/5GzKV3zONEELopd82f5tIr20hahuDD03zkqvuwLcsPNr+NpUtTzK9Z7pk5wYvbd7H7zzWfWThE1vFpHndxh5b/cs0Owk3NEw/fQXOb5uJ7tpE0oOqlPPmJ63k6u56kZckWY6Ijs6x/f52bqmd54F8cYTVv4qmMvxju5Rve9BW+vi3dKsCL8Q5uC89zPm/yarSTNzWPcT6d5vu3PUqoUp4YHeTu6nHahZXsxDVPK0PyhiCDk+k808658vvbMVVqKqFjKrT1mATNJ45ch0o0a2mDa4KLDK2PMeJ14mCJrEffVJhzeyTWIS8YI8fjBa4LzzMseO6TIamDLRPcU+uUhTwynlAT0STFMHLGHcgxi8e86HUYFrxxNMTGK9SbulRgTnDwObfPhWRahowFJn519TKeyrhs/NLp0FM5npOX91FxUrKiaLs6p5tWcJWh4UXoLGBnvUOgMzpRo6QMRrlHZjRNPyXLHOp+jFtANZej5le1df1bO26lVKiU+rJS6kWl1BGl1L8szt+nlHpaKXVCKfXHSim/OD8o/j9RXL73b7sPJ4GpW1a5Zd854ge7rB/2SJs+ecUTY6WCPaFTSUKfDNV0lBfp79KR9/aGXHfzaczIpXNrzI53nuXc0jSvf2+F5TfPkNcDslZAstDAaljt17FjF6stKtIce2IvSllOvbiD6UclF9GJgVyRNzPSZk5jaoTWlnZzJBRAKCANWYAmg0Q3kkxFXeDdaVW67SwQ+McdFwIZhRRwV+CW3Fc0zwrEkYUalQEW0romDwTLNkViexZq0oZTJM8r4pZTMFYcxrOOFH5X48ZGFoWKg3E1eSDY9QSCySryBc0rAqXo1BAujXDHOeFKjDdICVfjcoagBzEmFF52NlXFVoOthBzXwTaqpPMN8RXXWhglcYqz0sFZ7wsdMEmJFhukC60SKlGZdOwqzQQiyXLxYq8EmFoFGjXUpgwRyXMJcBiM8C6s451bw+sn6M1eAf8I/XF85TzViyPUpTVY2xQ++Dijf8siq7dNSQe+2cNb7pFua5I0FZ2r6lgNF9/awO2MYXkN78hZvFNLBC+fw3vlDOMZTXUlx1naZHhwmu2/8Ry7Pj3mR7Z/lp+YfZx8KmPvJ1LC1YS0IYtr90vb0D2X7hXw3168F1LNxXsdvFerzD7j0Ls65arvOkrzpMYdwtp1svA7Y0v99jXetes1nFs6VN+8yvc9+Fmeuv8/88+/7w/5x0+9nwW3y28u3cvNwXmeHe3jyd4B3t16kV1uj1uCiyzndQ4Hl4msw5wz5Ovqr3JdcIm31I4y7YyYKwZ2T4wOEqqcts446C+zkjdYylo0VFr4b6fs9VbFp1ql1FTCgtOTAZ31GVoPH8MP3vJFUBTQQ1Z22hPIYnISkU6MR86c0+NwcJHIeqWhlUfOy9Eufuro+6jqmNxqkdgXw8UyrEHFEmzgDKiqmLYeUSsCHMQXXIRAu7x1QHxONrOaBBLrhJYzLh/PFcEydSci1GkRMCwRag6GqpMUHbYpfVUS45IZp2CpiJPhtDdkW9CTywrxzmZSoe7FJLlLlHv4OiMsci8nQ0qDopeErEX1r1oz/2c67hi431o7UEp5wJeUUg8DPw78orX2j5RSvwZ8H/Crxe9Na+0VSqkPAb8AfPCr3UHuw/K5aap/2kJfGzBatKxfGzD1unCVS3/obOtNn2C1E5VjVnPpXAlrz+5j/nnF+o2W2auGvD5ycbsO/b0wnq+RtAx+RxOuW5yPN9HTCq9vaT5uGM1rvOca1ALo71HoRFG7bBgcUDiNFD9IuXJmlQv9NpvPztGy0mEL1a+ANlJLUtfkocIbCKfbaoE80pouqH8Fh9talNlShGaBUAKNA3HDkYGmWzBGKoKF60KdmVY1TmrRicUE0pW71mB8RVJXRDMKJxE5vTsQ/nc05eENBHaxjiJuahoXUoFQXMHFe/urtF7ro5MMZyysnjxwiGd9qmeHEoagXXSUMt7ZoHq2J5i5UhLsW/C7nWGKjoXup3KDqVXkskwYPio3+J24lMfr4RjTqMginaRbocWBD1nO+t0zzH32HHa6JbmWVeni9XoPsgwzPwWZwTZr6N5YdgFao6Mq6vIatBskO9ro1KBHKV4/p2ohunKB4HKP4YEpUBB0ZcENNjNmhoZ0uop32RGaYhSjwgCbJix8aUPgH9chbmuib7mJ6Rc3+aFf+mEe+K6n0B2Xs++UBd/tQtbImbpmk/FKExP51J+qMPNqzO5//RpffOYw7RMKf9nlK2uHUPOWrGbZ/rhl9VvGeJWYipfyx596E+95+zMcrl7iU6vX8ExnDz+w/Yv889seQivDv9z5cZbzOh87cx0HZ1a5lE2xy+1yNJ1jxhlwKp2lk1f5Sn8f97aOco2/hINlI69yqXDdG+GTWEm0aeiU37p8D/005E2zJ3n44mF++uCn2O+tMSxMoSaUQp+cOadfSM9d7q4eZ+6BPs8N9tDWMetGlzS+CKEQ1gr8u6ZSEjR9E5bBxR45IxugMez3V5ivDXhqcAW7g3UOBktcTKdYcLtlCPElM0VehAsDpbJzEpc2WQhqOma26NDzrFGGQfgqY4RfPIYQU8AvE753bjUtd8xGVqPuxAK5WLf0/xbzKRlYptYR9knU/isLVehkZUBxZrR4dKuc+UBw/m5cwSnk8ACKvxnk/l/icSulqsCXgB8EPgksWGszpdRdwP9prf06pdQjxd9PKqVcYAmYs1/ljqYOzdkDv/h3Wb3cYupZj6SlmD6aUVmKpGjDlidGbmWrbq0MubQibbos3+pRWZYB0vRrGUt3OOy74zwnLs8RHK0w+3JWCF0U7tiWQheJS8tKb5E8dMkrmpWbPdwR1C4Zlt5sCGbHXLltlZva5/nDh+9l5iW5rc4EBlFWOm43EpjEia1I2CO5ntXI0MqCcaTLll2EJa2q8jpOatEpsogMLWFHoJGk4eAkVjzIA8G5nVhk/4JvW7KqJqkJJXKwU1O7aKmsbQlx0rqDNxRnxTyQuYA7ysvLJ0wUleboWIyrnGGC9Zwyr9PrREIFLLjyKioGLLNVSR/qR0XQqd4S1Uz8VSZeNNYK5c8tWCu5QSUp2VxTPGIyI0UeyiAHUw1wukNxGdSadLqKM0qIFqr4mwkmcAhOrGCTpCj8WpSUjsb6HsmOFt7qSOx8Qxfv9JIEOAQBNo5BadLDO/FevQBZhqrXhGoZxRDHqFaTwXXbqZ3cZOXuWbb95UWi/XN4mxHpVMja9WIvm1UdkkbxOueWzb83oPXfG6ze5LL4aIw7SFi5rcHwTUPSnk97oU/07DTx/hhr4ar/ErFxbZO1my3BuqZ1SuYX0bQimrXMP2tY//YhlSBhY63Bju2b7Gx0uL5xkavCy/zGhTfz+untfODmr/Di5g58J+eDC89wc3Cemjb0jcO0ztkwDg2d80I8z0FvjZF1qaqMFF1AGQ5tndAv8GAHy+9u3MVHv3Q7P/H2T3Jn5SRAmYM5oQuCyOQnRXwS0NDUEeumhoMtYIuMpo5Krvi6EeOnGT3kd9bvoe2OuKdxjPPJDG1nxC5vnchuBSR8onMjb2m+jlf4rUzsXmHLYAqk4I6KwAav8DjxVU7PVEre98SXZCLMmcAnEw+UcsGxLumEc114nNQLCmA3q/wVyGVy8lTOmdEMNTchNltyflcZ9lTWOToQC+kol67dLTDXmWDIn3zHp+gcXflrAZP/qeGkUspRSr0ArACfAU4CHWvtxObqArCj+HsHcB6guLwLzPw1x/wBpdRXlFJfSToRNT/BrWZs3prijiBckRdkEmU2UVOiEQVf4ehHASnULkgy+8yRDL+bke+KOHZ8Eed8yJVvP8nqDS7jGb0Fbxgrgbdx0flapJAmOSqH5ilDsCFFtb59wExzyPHP7edj/+0tzD0nXbRxIK1Num0rjBJHumsxmCqUjBbxFXG23PaslsGkdcCNLUHf4MZyf2lV4fflDY4bmqTh4PdzskCRhw55oIkbiizU9He4ZBUR82AFB3diS/O0IewIB3yixAw2JzFtxSIRS+dt3SIqaaKr8RzSqYrAKe1Q1JajFGec/RWzKVUUWAkM7pMXvPtJ0Z5kYJahDgh0k7UqWzztyfVCH5Uaxos1Nm6eIpuuYQOPdEcblWY4nYEYYLUq2CLTMq/79He4uJsjguPLIuJJUgkX9jzSwLkV4gABAABJREFUXTMQxWQzdbLQYe22KYZ76/T3VqRou4Kzmz0L0G7gn1wBa8AaxldtKzts1WhAbgjWY7J2FScF2+0TnNvg1Lc06R7wiWYsbj/G7yTUlmLOvQfOfjP0lhqM5h2yqiWrOSzd1aB315hGfYweOfh/NkXSNvyj2z6LGrmcen+TmWc3mX5JkUwZgq5h/esikha0j8HlexS1hxpsrjdQI5fLR+fZX13j1uopFtwOP73nYW676rSECEyf48d2fobHeweZc+TzFKqckZUB2Zmszq9duE8Kh3UZWZdLWavY7ot6c1K0k8Kzw98+ZJCHtHVSGFUJ/ryeS+HNUTzaP8SfbN4OgEdemlDtcLq09YgZZ4CjTFl0tTLM6GFxPw73tV7jHc1XaOiIX3rlfv7buXvpm0pB95OF4oPTT9PQYxxlygVgI6/zWrQDj5yHN2/gd5fvJrKCgc84gzJC7Wdf+HpAgo5DleBgcQrq32QwKcNKzbQ7oJtX6OchozwoTatS4/CJE9fyWn+BKXdIoCUNp6oTptwRdSdmnMuCsKu6WUakaazQBXOPY8N5am4snbqypReKVpbEuP+Pdtxt4KPA/wH8lrX2iuL8XcDD1tprlVKvAO+01l4oLjsJ3GGtXfubjluf3mVvfMuP4vULjnERJ6YT4R1Phl4qtwKXFDht2hCzqN6+onBp2PHomDxw6O3yCDuGy29W7Dq8hLGKSy8tsPMLUnyciSrRWlQqVDkK6TxAVnUwnmLtWof88ICpT9YI+jndPS6Ni2IElfsiwEGBO5Ju2RSBCMalNHkq/bldwb6ziirdAZ3EFjaucvloTuOOLG4RX6RMsRDkcnxl5PzuXofW6ZyorQk7IvvXaSHBV2Ib60SGrFLAHRUxtHLHMgTNQ41TSO6dSAKUk6aLTix+JyFreLj9lLTp4Q0ydJyh0pzuoRa1SzFudyyF3tVlh5xsa+BE2VacXJqLhUExp1CZDJv1KBLc2pchp+70sdWQdHuTpTsqmDu6tP+4Qf3MkLzmEZzdEF54nJDsnmXpjgo7P7WBqftkVY/w1CpE8eRDKrszpcQLPEkxjZroArIcFcXYURHjluekV+/G3RyjuwPMTFOgF88lXWgx2h5SXYqFcXT0IqrwSLGVAJXl5HMtLt/dwAQwvCZi8WMeVkPj1AA9TjnzvlnywNK8cZ3NrhQ2/9UK4/0JU1/xmP9yjwtva+F3LcNd0DgNSVOsjHd+rs/GNXXSumL7I0uowYjNt+xlsEMT3TokfKZGfk+XN+06xf+58Bmq2uHWR3+Qd115hLc0X2cpa/GN9dfoGodnoj18XfUUIwtH01l2OF0AHhlcSzercF/jNX7oy9/O/LTMD35k3+c5HFwuv58Tafxz473owtHvlvBsaVJ1Jpllt7dRhgw/PryS1/oL/L3tXyCyHsfjBfb7K7SdEZ28KswUNHNOH08Zjibb8FVOW49KNePEabChE4YFPxsou9rUumWXLUHFhhk94mQ6h6MML452c1V4mWlnUIYhJ4WD4AQG6eRCHYyMSOZztIQfW10yUabdQUkX1MqUl038TSbugZP0+Elq/N5wjYvxVPm/p3Iuxy1qTlJSCuO8oMgqyzDzRRKfhvhaYtC+8P1/+jd23P9LrBJrbUcp9XngLqCtlHKLrnoncLG42kVgF3ChgEpawPpXO67KLeFakTmpFRvXVIi/rof7+RYzr8Y442zLvtQRrDubDujtcRnshcWbL3Hxue1MvwpOLyGfq+CNpSv2FodcP32RzDpc8LeRVjXB5kTxZ8SytekV3TCljaoyAlnoFKY+WsVqS9xwCsxairbxZLCaNAR+yX2BTtKqFFwnLTjdNdCJYjyvUFahE2icz0vXQZ3L9ayCcMMw2qbxL9oiWIFC4i4LgQmEG946I6yT6lpedtCTwaXXz0vDKifKyerFouQKXOJEAr+oYtHOqq7sPAq4yDoKZySvkddPBfooCnG4uZVNWXbRgYMa5TijtNy5TPje5JZ4PqByUXC8idcKWY6eOAZ6LqZZIZr2aZw1xN2mLBZRWkjxFSpOyLZPkbQ9GQBXJH0+uNyTrr1aKYImFHRlAEqalvFmKslI5xt4R7uowBeZfJLi9iL0YER05TaC504JVxyxy61ehtFiSPVyDI2a2MZ6LvHuafJA4/VTdjy8jGlVGb1ekci7VzYY7WuxcZXHvt85T7pjmtELU1T3OOgUuocyrvidnM4Bj94VDeoXDZXVjG1PjTjxbS3mnjW0jnZZetMUSRNmXssYXDNLZSliuKDpX52gc83cizHv/N6n2O+vUkwNeP7eXyOyOf9543a6WYVvOXs7/+jAZ7kjPMPIwne8+l0snZ7hV9/x21zlrfMNjRf5uYvv4afPv5cP3/lbzOgxfePzK8tv5dDCEo8MruVPz97E/3HVJ9jrbXBn5RRaWWoqo288Iuuy4AyZCcc8E+1h0d3kVDLPvmCVdzVeYt3UeLx/JQ80j5RuhE0dMbS+QCbWx7c5M86AvLCDpej2J9LxdVOhpsQzZ8IHn6ggARp6TI4ubGYL3F0ZbqqeAaBvKsw4gxLuaOsR59OZMrVncpwn+ldQd2J2B+tEeGz3OvRNyNDI52FStFPrFIXcoa5iTNGZt1yBVQKdUXVi1tJG6endyapoLC1vjLGKmhuTGJfAycitYpx7BE7GMPNp+6NyZ2C/Cq3kby3cSqk5IC2KdgV4OzJw/DzwfuCPgO8C/qK4yceK/58sLv/cV8O3QVgYeeigE8P6tSHOe9a5b9tZHrriJhoXXCoTJ7xie258iR3Lqopse8TZizPMvg7tY0OyVsDlO32SKUPjlEOjGrMj6NDPQ5x4gnE7ZYHq7vcYzymSaUP7VYU7hqwKfl/8Q0TZqMohozcSiEQgEcg98Eb2DVAI+Ik83aQut5skHVWXikVhUvcSu6WCdBTe2BC1HCqrRcduYbigqaxZvFGBnSeUAo88UDjpxEhKTK4mx5v4kJhAl4rOLNSCrRf3pydeL6EjDJLVwoQqFh59VvPQcU46FRCsjbG+i9dLxJLAQN4KpBPPDKbqlzi/ApHGjxLBk/tZmTakfIrOVQlX25GcTN0Z0uhHpVAHgywMcYwNA5KdU3ibY7y+y+JjEc5qFx34pPMNnKovu4qqJ2pXa1FZTro4xcrNVXZ88pJQHPe38F1HZPWA3bNdBpqdLk40TXLjPrKqQ+3Zc+i1LnZhiubL69jAxTSqqHqFrOJx+a6A8a6M2ukqOz+XoztD3KmA6oUha7fN0NuvmDoqatHuFVV6+xTJFWN2/56Dynx6ux0a5xKML0pXtxPTP9Bg9nlL0lRcfGAKJ4bo8Jjzuz2mX3A4/46QmecsXj0hTx02fnTI+WiaX/nSA+zat8rNs+fZG65xf+0onsrZHWzwF0s38Kvufbx38QXeXT9CbjRXXnWJXzr3Nt657Qjvb7zCT+94mI2FKpHxWLWal6Nd/OT2T5NazYONl3jXtS8TFmk1NafIfDSTIhjTNx5Hk+383MPv5Rcf/B1urpwp/Ul2OF2+qf0sDpaOEQw4VCmJdRjZgCQXWl9NJeRqwqF2aRQJ9ECJW0+UhTlSPCeDyO966nv5vTs/TIRhKW8VFq4ZkfEZGp8Ft1s+lpW8TmQ99vqrHI0XAZhxBkw7Aw5WVtgfLEtavIFd3jodUy3TewZ5SFXHdPMKL/cWubl1nti6eIiVazerlouGsZrYuIwK+mDbHbGe1ghI8bRlOW6QGYeKk6KLYpAaSf+ZpOZsxLWvCpX8z3Tc24HfVko5CCb+EWvtJ5RSrwJ/pJT6eeB54MPF9T8M/K5S6gSwAXzob7sDlRfOd6l0j/ctHucLlw5iGxmrN3m0jleprqToVIZq41mXsJOjDITHQnQG9cspad3j7Hs8avs2Sc606B8w7PqvLf5k59sI37dMNp0St3y8kSJuOkSzisG+DKeZYoYuGzcrdD3FcQy1x2uMtkvXbRxQBWxhnaJITuqjS1mY08qW+CarqMJzRJUe3MYt6F0J6ImVqxEBD0DuSzdt3nC+N7BklclxwGrBxScD0SzQRQADGA2jWU0jtuReYTE7zHEysYl0YhguuLiB8LedGIyjMYEinvZxYiO0xIaL30nwNiJs4Ij4p+qXVEGdZIVboDA38qpHXgyMdZyTBeLyZ323hLny0C0XBOXqLbWkFt8RNIKfxxk2cFFRLLBQoyIZlplhtKshVgCrMLh9USCJNGfj2ibtE2PcjSEm9EW1GTqMFgJqS7l05FpRuTwSq9hYvFHU5TWR2zsO7sunwHEIAh9buA/q3riIVUtId7bx1kdE2wKSw2Ou2r7C6bXdpdQ/fOoYmw8eJugbqkua9qtdMIbKWkbc8pj9qM9gUbxp0oqicnINu74JnsvozgMS8rGW4K0OQSlOfus0zoWQfY/ExNOK5l8Y1m6Q7ZcZeswurvHJx25h6nVFZyHkL565GZUobnvwFH9w7Fb+4TWf4x/c9gV+9Sv3cXDfEoGCnzz4aZbTNql1yoDdUOUsun3+y+p9fPy5G/nEO36Zhs4ZGk1YYH2eghFi0R4qmNYZ3cJbw1OGtjPk6pvOlkNBB9m9TbjgHRPQMVXx+NYw7wxIkA61XbBA0qLjnkS96cK9MDI+KRKVNulEGzoqY8t+4db/IfAKjjgQKoiMz4wzoO0IPp9ah4t5q0yxH5pAKIgqZ6+3xtD6HAyWCFXKReuy6G2WjoWhTjFGFJu+yphyh2WxrTsRgzwk0BmDPBA/b+OXcM/kNMjFOTB3UgKVMOcPmPJGHBvOU3dEGDTMAl66vIhSloVWXzy77f9Gx22tfQm46a85/xRw+19zfgR8y9923L/p5CSWT587RHSkzeIty9x5wxlWkzqPP3UYNR/TeCIQi9NxTu2yLl31rANnH3Rp7eowPDKFo2H3IzFuJ+bsB0LeNrVMzUs4li1itYsyMP1qxuyLBuu46Eyk8sZxWLs9J3lrF5u4mFNVrCNwSNgxWCMUQBBPEpUJhxsEY56k6FgFybSisjIR4xRwhxVT/vG0FFJVHM9JLHnhc4JLKaoJurbs5CcdtXFV2TmjBGrJCoaLNxS4REyrgKoUXqzctraUEU0JdDIxpRK6oCwsg0UXf2BxRw4qMwx3VgjXU9K6mHkFGzGm4m2lFVHASrmR4WTR8evUkFddlm+poDOoLhsqq2IlMMm3lBsr0FbiygKfbLZOd3+Fma+sQZxK2EI1QFmoLI3IKx5p06V6OS6NyWafWccEniwUjiJvVXAGMWlNM9ipSKu7mH1mXSAlXwzqbb3KaHeT2tEVbL8wpMpz8l3zRHMh1RMbwkyJEkYHZ9m80mf7o2P8TkZwpMKJpV20zyDF3VhUrUr9XIS3McIbNIkWang9n8F2lzwsrBh2KtwTltmPHoGZKdbeew3t10dgoP7UGZidond4iurlmCs+fAlTqzDe3WD5Nk3WBLdrCZ6t4dThZLaIno8Z78zYVh0TtXwqlYQffOnbee8VL/KHF26TfEM/51cuvpXf3P9n3BleZMNbIUHzQrQHB/iREx/kztnT3Fo/zeE3XSrwbJeayugaj4ZOeS6ex1GGQ94aOfLWiU/2VmEZpj6pdflY92aMVTy7sZsf2v05drubeE7O6/EiC5Vu4QdiaZDyYjLPf167iX+24yGGRQ4mQM+E7HB7hX93ULBAQj7eu5EZb8hb6q+hlSG3TgGDOGUxTyylTH81a9J2RoWjoUeKI38jmHZVxfRMWIp3eiZkJW1ywF+mk9dYcDssZW0S6xKqhH6xa3jLtMTNrWUNptyhhDwXEIqncrpZVYaVZFLADdSchEBnZRf+xsIO8MLSDtSzTeJpS+dQSlDP+GqnrwnJu/EUWc2ld6CGTsH5VJvaBbh0apZeVuH8YAqVQ+PJCjOvRrROJdJtb2YkLUU0pdi80sMZyNM5fM8pGqfA7cQkcxUWt29ybjBFw49wew71y0Kj6+1xsa4ibjsMFzwJKxgYdn5GkR1tYi5UqZ8Fb2gJuoYsUGTV4sNacLN1JkU1aUpHPKH8eUNL7XKBG+dFwS643pPgBJRALTK4LHxJAunsjVscD4FkJnTCpLZlB5sHUqzFqlW6eGUsqzc6GEeglKQhbBGrRbwTTTnyHCaLgF/gaQW7pH4po3YxLjxPHLyBhBL43aRkoUziy9J2KH7gjsbtxrj9FCfKyGou44UKzjBl+mhK7gu90fha7GSVEmaKo7G6YJkEPnnNR0cp1RUJIjbNKgQ+JvSIpwuzqVFCsB7jrQ1wNyUU2noOWTt4Q0SbcMGnXu0z+1JGWhNM3V3rk803GV67gHU11RPrMtQsZPrWWhEIAaMD08IXLyxx554foYYR/sUOOz/bZ+/HE2ZeGYqhViLBx94rp1H9EUnDofrieUzooHNYeGrMYEEw7qlnV7G5UCKnX+7hdsdULg+FcrjRpXG0i9OPyM9fRHcHwlI5r9j2uCJdSJk+mhHP5tgwx64EpGfq8J/m+JmbPol9dIr+Sp1HLlzNmVPzrAzq5JGLrzPqyuOx8R7+sHMHf7xxB/dVj7NhHE6vzPDNzee4v3qGt9deRwOvxtuJrMPQepxMp/hU53r2uxskVvPF8R7e8pl/yMh4VHVGgqatR/zM/k/w4mg399aP8s7WS/zC/j/jkL9KjiJUOTdUztJUW921QbHobXJn+1TpNDjxKhGpuxg5hToti/KnzlzNhz/3Vp4b7+PRwSHahWdJji4GmeMykDhHbpsUlMTJqWdCcpQIdpA0ehAK4bzT5/bqyUJCL4Vzl7eOrzL8YihqrBImjTK0nBFVnUjQMJZpd1j6oEyuu9MXRsmMPyivOzY+m2mV7WGPQeZzojfHcKWG35fv+sZSi6Ov7CIZ+H9jzfyakLzrwlq0v1uTNiw6VTRPWRa+pDnyxetwI8O+9UjEOHlhlpQYsoZHVgWVKWaOJEy9ruifnuLkOzXjt0SkjRbqzZsEucPx4zuon3GoWFi7DqZfFUe3pO6QVhTxlKJ2WaEzSANoHduCMqBw+/PfgC3HliwoAF0Lfk/8SIwVeqBjIHdVMSQsnmdRiHNf4BKrAGfLmEpPosNS8eWeeHhPKIYigd86hvigUAp8rJYFpLIs1/OGBndshLFSFGpvbAk3hcM+YbooLfxtp8i8zIouXRkECkComBMnQSm8Am9N5g5ZK4DckgWeDDQLL21/M2H+OcN4zqOz32P6qMHpWkzgoQdjdJKhupKPqUcpuJpwaSgslCLdhkaAvylwSfdQi/p5waaUMeR+wOYNVSrrOW4/QQ8FN8+n66AVtWProGZIdrTwl/qyE6o7VACVpFgjNsHZlZIMT39I9dga8e5pEQu5DtWTG+LFUphyORsD3OWMfL4tMEy7yXhPm8rxVUytQuvLFzELM2ChspbjXe4w7U6R1l2i3W3CzZ7g6koJFDSKwROIR/eHpQ84WtHfU6G2nNN8aZWb/tElnnj+ZqjH7P0jzcV7FVfcdRZuhY+t3khl1ZIHHr3lGeo9Rb/fJhgpnvd38UPeAxzvzDGMfb5p70ukVrOa17h9z1k+N7yaBxsv82qyjYYes57XOZps45C/zLSO2BOus5zX2eX2uMa/xD+44/NMOxGRdWiolLN5nYYec0W4zIwj6UrTTkpqxfdjEo/WK/wYQpWTFhFmbWdU1gFJog/F3lXlDAszqsi6HPKX+LfXf5Rnr9hHjuKpjX3cWz+KT45XsFQEQ88YWoFV5pxeWdSnnRFn0mmaRVCxUBgrdPIqh4JLpNYV8Y4JWMpacruiE0+Ky3Z5G4XLYZXnB3tIrebq2uUipX7LeCso7GANim5ehDAo6baNlUzKqk54pbfIy6/uxu07NJYU7tDSOg7JikfS2Ko9f23N/N8puP9PnVRmBTvNILi2Q+WW9aKQCifW6+fkVUk1t47GOCIycYcZcy+kTL8+oYLJkx2daYpW5+6uRN3/5RxzX9akNSly7kgV3agURTey1C+JidOk8wVKpkfuS0BCHsjlYhpV3KURCAQoOdgql8HkpKM2vpw34Xy744Ih4kqHnDRkaJqFirQuft55II9tUsQnxlPu2JYDSSexZIHeEvcYqK4aqmtbcnqrC2m7Ix23M54oTR36u3zititJM1oYHwLpiOOhKVwEdWrIaq68FoFDXvMEc4+FF24qLiopMGsFepSi4pysGQikYix+L6d5PpPFp+JJYENVKIEy6KwItdBaktkqec0Xp0HA6cc4kQw4a5di6YI9SdTRSUbrVEztZE9gizQjna0y2FuTRcbRVC4N8TbGwi6x0H55A90dYkcRyvdRYYjbHQvjpRqihmOCl88Jj3swEpbK2uaWn3gu4Q/OhVX5fxRRefkCGMPGzVOYVl0WreW+CJyGY7zVEbUvHSc8uwkmB88n29aS3cJMHbNnG+nuOTbu3oHyJCfTrG3QOtZnPKuxtZBPPX0D3cMZh/Zc5tw7HbLFhPMP7eXf7P0oP7D9i0Tv63DNe16XGYgPwYZm8dEEEzl819zjvHfnCwyOTvFbT93D4+MDRNbjny8+xIONl/nB49/KR1Zu49+deRdPd/fxyngn66bC8XSWfh6yzRmwmlc4kizyYP1l+sbjI53biK3Djz37QXI0t4XnaOuEbU7CRu7RL6CDCYTQVDFtHfFMtIcjySKXsin+w6tv53iywMvRLv68cws1lRCqjL7xBeMuWCQJmrYz4oHGEa4Lz/Mzuz9R1g/x4k5LeqKD4ffX7uJ8OlNCEht5FcOWsjJH8ZOPfoALyXQZmtw3IYl1Sjn9JJGnqccYq1nKWoWDYMCnTxyi4qRMO4NSNj+Rzk8cCiPj8cT6fgZ5wNlomk4qYQ9VnXA5bnH08jzzTzpMvyy78N4VELcVgz2G8JYNbPVvrtxfE4Ubazn9DT7JHX2SF6dIH52hcV74xknDK3HjPJTi4fUTsqpHHjqMZ5yy0BpXUbuc0zitqT1fof4XTeZ+u0rjfI7OLa1ThmBTBnm5LwEIo21SJKHgSdtCup5bdA7Gh7ShcEcQbApDZNJBTzphXTA9dFaoL4sBpPGQV3iimCyOlTRV4fwnx8lCUcblgQw0i7mR2LjO6FKwo3O2+N25LEJZKNTEuLklLso9uUycExEoxYg7YV7ZSuMJN3MZtvqTwi4fhzzQjLbJtlUnpnxtvUEqPPsCx85rnqQPFQZTKtsKWgZKRSYIrTDYSPC7CVnNw4Qeg/1NUcEagx6nEn9mLf7aCB2lUtgbFchysoZPMh3iDBKccUrWKhJvogz/Yoe8JQZW2XyTrObgjgxZzWP91lms55BXffJGiLvSK4amGtoNbCUg2zHD+i0zYAzpfB3brKMcLeHD1opQJ8/B9zD1KtH+WdKdM9h6FZuk2PFYAoyTlOkXNol21DEVj3SmJjsyt8jnrNcKqqQFa3CXOjgX1/CWuzirXZx+LJ+TbdPoeg09PcXyHS3xyzl5nkP/eZ29f2FZG9UwweR9gZPpHF8eHWC2PuTHFz8t701VPocX3uZTPenzH85/HVUd0zy8joo1n12/mh/9ygf5xOA6jiZzxJnLU89dSa+wFd0TrNHWEb7KWU3q/OtL7+aR/nX8y+ffI++nMlxbuUCgcj5+568yo8eMjMvFfMtjI7IuQyvOfpF1i4DfnAW3i6cy/u2fvI+fOvwI/TzkPx25n88vHaSqU6Iin3Ijr9LQWwKZpazFX2zeTFuP+eLwUDnEXM9r9I1fGlFF1uO75x5jr7dWcr09ldHQ4xIPH5qAD9zyFWY94ZJPhpEjK6rOBbcjwcbWYz2vlwZWuoBIfvyGz3Jb/TSmKKGTbntkfF7o7eSx9Suo6oRrWpf51Imr+eyxQ5wbTbGRVHmlt8jTF/aQX64WOg5LVgW7f8Roh8G0Ug5Mr1Hxkr+xZH5NQCVoxdSrivxEA+NCMgXjGU24avC7qSTBRIV7Xs0lafvkoRS1oGvLL6pwqDVTrye4Q8lVjGY9Gf7FFndsGS5o4ralft7iDXMwmqQhl49nNaPtlrnnRK6uU3Hvc7Ni6OhuUfms3jKQAjk/rSrckVw3rRXdZ2qFSujI7b0BpQEVgErBHYlniRsVYpwU4pbGHdsSipmcSkZLgZ17sSmhC6ul2E8k0pU1Q2+PS3XJ4iQKb2SImxrtKdzIiNjGCA7vJAaVWYyn8QY57mjrfqyjCjdCXXqJ4zn0dwZ4I0uwmZaJOpOE9WTKx+umhTAoJ6t6eD3pdiTQIaN2IUePig/nJIkn9OQ2nSG24mOqPk6U4q8MBbrQknnpDfoCdYQ+thbibgpjRBnL5kGP/s0Ru/7EpXkuIqt6uKMUPUwlhT7J6F8/D0DjhSWczojZRzvF46ixcdss1ZU24ZlNVH+I6XRRYcDGTVMEHUPS0ISbGnfVSvesFHZhDuM56AsrVDJDtNjAHWXEUy4hEC1UcaZkRQ6slQ7e94TlYi1sdtFxwtRTI9Cawa27qX35DNv/5LhQIo1h85ZZlt6W0X54Dq7NaH0lIH/bJj/5uQ/xT+79JL94xUfYyKu0b1iDP5ll82qLN1CMF3N+dOdn6ZsK3X6V3YeWedvMaxx56Cr+qHYLm2enaOzscfi6c1zstnhw5kVuDC4RKkvobfCtM08DsMft8R13fZlf33gTDobvnn4SD0vXeCXTwifHAC2dEuVuGfcFYKxiZF2mHQkRftPbX2avv8Z/X3kzb917nFvqZ9jIqySF+19Vi6rQwdKzAbvdDRamusUiYPj5Uw/y/bu/REOPGeUBH1+/kQ/OPv1XeN4zekjHVAuTq4iGSomtw785/m4Wan0aUxH9wvu77YzwVIaHWMWmVh7/G+Gc2hu8UFazBtPOABRMO8PS4+T+6aOsZQ26eYW1pE5+ucr0y4pTc/sZXpngL3kEG0okKaEl9yGrWfbMb+At5Fzstqi6CZ7+mzvur4nCbZWicU4CEqyj6FzhUl0V1aTwf0FHRri/uWX1VpdoIad2VpG0Jj4gDn7P0jqdSW6jFWaD18/x+mACxdKdDmrfAP/FOv4gJ605TB9N6O7z6FylSOsGd6xwY0PsOxhfBn4F80m6WBAanQc6KTBvny1PbpeSzjfpwqX7Bb9L6WGii85e/E7A6U3gCjBKMHOdFfxtXyAYNxJcXecFBl504lBg38V95r7QCFUuXitBV9Lk06qmspaR1icuggpvKKnoSdMtlZRv9PYGBBaIDMMdkjYfrMWgoHEuJqs60q0HMj13ooy86uIOC6tYJee5gPEcWcySXMKJJxmj7pbcXkepQBy+dOUqLYq1UtIB5waljNw2y1G9IXa2VYi3JPYu2LTwfIh1MtK6K2ETGlytIKuAo2SxKXYTqj+ULjuKceKcoGPw18fCZokT9Pys3FcO9VeWBE7Z6GJzA66L2b2NrC4KTzMaoTc0elsdlGI8ransmRWjsKaD38lgeQ2CgGy2jrfUxfaHYI3QEPsi2a8dXZNU+jOXwHFg/05GH+gy+7E2s1/eoHNTndbJlA1/ivZbNvh3X34n7ad9Zl8as/q9LrMa6mfFCz5pKf547Q5qbszhHUu0/RH/8aW3UV+3TFfHmF2a7oUWx8Y+hxeXuDO8yCSOd2gV25wBvjJl0vpOf5P9wTKRdYQzbV1aKsYoRVK8kZdyGQimRdedWpd1ZAAYqgytLD++8Bn6xufvzX9BONPWY7ookqnVeIXbnmDSctyJGOeO6knOtmd5bbzI2xpHWMkbPHrqCr53/lFqKuVcNiXpOgiv+3s+/f384tv+gMP+Mj0TcOe2M3xT+zmSwluk7YxIrMN8EXIsAcRD+qZCUphpTbsDcqvo5jUJMRaOjCgwi4UitQ5f2LyKM91plLK0ggi1LcK+UsHvWuwJn7xiGe406FjhxIreVTlTezbZXu1SdxOmgxFNN/7f5nH/v3/SkFc0WaBpnhpSWd66yLhKZNpA7mh6+3zShqW+q4faBf1zTRq7e/QvNqk8W0irrS3wWF16TS9fE5JOp6iVCpUB9Pa41C/mWFdRWzGApnslJDPCJVfWktY1TmRxEoFHrJZibTzpqB3H4o0oYQtlIK1Lp+r1pcvGyvMz/hb3WwaWhfIytm+AWaQDL1kkxWkSGDwxwpoUe1MENzipsFusAifbCnXIA0V/j2Lq9aLzTy1JUwqtuAQWXW6gy0VzEltmPAkfnqTSG0/hDyS0wYRC+8sDTdISat4k9zNtyiTc7ScY38EdFIpYpYRlEcnra0LBtvVgDF4gL9RErp7nRWRdyuZ1bayjmHlqhYmToCosXW1dYBSVGcmuRFScVkPzbM5wm0P3oMXf1My8Cu4oQw9G5DMNVGZxu2M5HqCiGLIcZ61HrTeWwWiaQuAzvHqeyoU+U587Bb4PK+sQBFCvCnSUZCjjQpyg9uyA3hD/QgeVG7Ydu4iqhriDBllDYAhVq0oKzziT3M3hSIaTtngenkf3hjmsVrTSnJU3zWJc2Pbvx6xfC5w6x8JfXk9esWJ7cL9h8eMu3t+/xFJlB+6aJa0ruteleKsui9ct821zT/L9X/ge/u5tj7GSNphtDWh9aI22P+aXDnyE1WtrfLZ/DW+qH6NjXP7D5XfwYwufLYuno1LOZlNUdcx/PXIvP339Izzev5K94RqHgks4yvJPzryXtj+i7Y15+LO3cvVdp6m6CUdWFtjR6nLz1Hk+NPVlRsYTmTqWOWdMx/g8ObyCK8Ml2jojKmiGI+PxxeEhHmy8RL+ALSY2qz45N9XPssPbpKpjdqiMD9/5WwAkaGpabF4TJcX+F9/2Byw4XSLrcDxe4ENTsovQyuBjSjhlaP3yPhwsVRWT24qwVYjp5FU8lUnSUNYCRCQ06bZPjWf58om96DUfr6tZns/xNjWb11lMM0ONHdyZMfpsjfo5qQHu7Ji7Fs4SaBHkaCyBTktDrb/u9DVRuHNfMZx3aJ5NRcnmadJ2wHCbR1qHqdcTnCjDiUU0svC0ITrWpnslsD2mf7aFThTVFSnSxlFoq4lmPdKKwh9a9Js2YbWOyhTDO0fokxWcSOMPCiZJU+FE4MQOcVOKojfYgjhA/EgEQpECrjPIQilq7rhgabyRwaMmHblg1+IIKLcXVoccw7hSZFUhfdf5locJCGzi9y0mkMelc4gbqhxY5r6IfIwrC46TWib2X+1jRYK8AQrjKx0Vxl3uBGLZchcsj5OLIEgET5rxrGL6aI4zlixK4yr6O10aFzLiGY9wNYHckte1uC26Gutq4tkKTmxwBgnW1+hUgqBxJBs0b/qoxOD2ImGtFPS+vOLhdse0X+1jKi624qMSGVCWBlaOKw6EjkJNIAetmTo2Jp726VxlCTY09QsCi6nMSLxakWJvAq+kJZJmkk2ZZSilsIHwvSdmWCozsqDUK7JAJAkqKtS8oY/biTBzbflfKbGVjRN5XMaCFRgqDzR+JRQr2yghb4Q4K3mp5lSz01jXoflah851U6A18x87CY0arHdYOBUwuP9a+rs1ExO60WaNQ1++CM85XPx7ltpFRe7DFfuXeN89z/ELT76Ln9cPcsXv5Pzh9C382g2/xyc/cxuX64afuv8ThCrnzzs38+jFAzyir+YfHvxLtgXi7heqnJqWGAVPZfy7c+/iPQeO8Hj3IP968dP0jZWYtHSKI8/txU4n3H3wFHe95Qg/vPCXtHXCL/v386PznysUlD5VndIxYYFHu0zriPe1nuVoso3V3CdH0VApocp4V+PlMlVmYpHqY1i3IafjOe6snAYgxZQQirFi4XomneMa/xIAh/1lHCwX8zp7/VWW8pbQB1XC0HoFLKNJECy7phLWTa2ATBwS6+CrvPQCX8/qtJ0RUQETVbXsBGa8IYf3XGZtrkbviXmsb0ibUmO0n+Of84mcEBVaxttETJZfqtLZXWFHRcIhxrlPjkapv7nj/l8ymfp/69Ro7bQHvv3HmT4q7IF4JuDim11MaJk6omidTPD6ieQXFgkp1nOI5nyWb3OoXlY0LmToWAqjE0nXvX51iPFhvGBxr+gTDQLCkwHJoTHayQm/LIOU6rJh/QYprpVlJTBDwRZxIinWwp2W7jqvCJatM0irbxgyFh4lOrWimnQRlkbhI+JGdstTxBE4JKts0QwnplPeQIq5zijTdIxTiHMKKAQtXPFJeIPK5bhWC/MEKGX9VhUqzMJPRU0Gr8UiMIk+S5qaoJuji44bxIwqqyhG85rpo+JbMkmWz2oO7lCohU5sBCYJnCL/sxBT7KtSXU5xB2IPq+NMsOAkw/hFFqanSxMrG3hkdQ9vs5A9Z4a8GeB2o8LLW05lIfeL3MtE3oS8GRJPB2QVzcqtsltonoT2sTHKgjNMyBqBNALrffKZhtzf6ggbOBjfxbu8iQ18+tfMEK7EJFM+4WqEe35NIBrXlcLteTKUbIiBlMpy8qkGzkavLPhoXTogpnvmyCoOldeXZWFIM6H+hSFkGTbLMHu3o4fiQpjV3MJ6QF7n6vE14j3TdPYHhF1D42iX0d4mtdNdBle0qJ0dMNxbZzTnEE0r5p+NOftuD+tZbCVHDV0WH7NcfFfOb7/1N9nhDHjbI/+Ij779v/BstIeDwRI1lTDnJOQWXkwWaOsR25wBNW04lTbZ7/U4k9WJjMcOt0dV5URWE1uHI8ki/8dn309jR4/fvfG/l9awkXU4mmzjluAiDw2u4bn+bn5m+8N0jM/5bJq97jqf6N/ANzefl5cMy8i6JaME4GPdm7mrfpyfeO5beM+BI7y9dYRdbgdPGToFA2UCV0QFtBFZl5aOeWK8nwWvw153k44J+NdnH+S7dzzOatZkxhlw0F8u6HxeAf3IgNMjJ8Upf0+8UgCGJmA9r/8VDH9y6puQl/s7efQL1+FGSqBaF/KK7KitA/FcTmVxQJ5rHMfwpl2nmPFEldnLQrSyfOQ7HmHpyMZfK5/8mui4rSPG/5fvCskrlulXLc3TIseurOXypVegtBa2ge+ikpzq2SF7L2nSpi+4byI0rYnDX/Ncxmjeob/fkI18pp7waZ+MOX1Ak3c9mLNUlhUb1yiyuYRtn/XEL6StS062cKQLnFtJEZ90xhN148QLZgKP5L7C+m8orBQF3xPBTFaRjj0PhYLnRBQugJQd/kSwY4siOZ5XVNZsYataRKQlwjLJPQXO1hBUWaEjuhHlwpEUHboTT7xKCtl9MXyc0CIBMaVCVKEAfs8QdIvdTCCdnlXgjMWsSqeGpO2V+ZnW05Aakimf+qVY/EPijLzwK7G+Jnc8dGZkh5HkpK2Q4GIXtMZbT7GOIzRDY3GGkwGmMDuSbXW8zYisVcHpx9jQBVzUOMHpx1Qi8RJvnJZk9HCzSEoaS8eeBxq3m2KaVc59XYM8sFRWQpImBB2YfVHh9mOql8bE04Fke670pAhDKeMny1CVEIZjwaE9F2ejh60Jd1f1RxIEEXio3hB3pYc7CVPe7GJdF+W62PEY5XmQG5zLG3LsqSqbVwa0TqfUzo/IA4dL717EiS2DXVB7xnLpbdMsfm4D62qShmbtPW22PZuyflPOgT/J6O4LqF5WjG8cs3Nuk6UnF1m6y6DGoiCsKnjbDa9yJFnk33zqm/jYN/8iz0a72O1tMOcMucFfwgANrfDQXOX1CJVmhzMgL75jjpKhY1VnHPIv8+7bX+DWxmnOZ22u89eIrAhwXhrt5hp/iZsrpyWazLqEKucqb4XYOlxfOYd+A6Y7ofVNCvI7mi8zMgH759a5rX6aXW6HoXVxrJheTYo9CE88RzGtI3Kr+I9H3obn5rxt1+v8g9lH+andn2Jofa6snKBng0IklJVWrg5W/FMKSGZofZHeK5eGHhNZr0zSARgan8j6pZK0qhO2BT2c/QPiyMOcDahfANuFzp0J2s/RVnHT9otsD7vExmVvuM5y2mSUu6UD4td8WDBAtJiTtCw6UYRrKc0zKe2TCf93mMd6jmy1rS06JDFIcoapbJWVFC7ratKaJq0p3JFsO4KuJZ5yWfy4i0o17B3hPrDGjtsuEZwLQIn/tWDWst3MQ4FDrLPVUbujAo8uGCDYosipifDF4g1lCKmMDDOdWPy6dSoQDAVdLw9EsThhqUw69TJ82JHH4Pel2DupHNMdS/K4dM2Cw1Pwzs1EIm+3hp9hx75hMdjC1pUtnlsgdMKk4RQuifJ6K2sZzzjETYe0JkNElRlM8bjz0CEPHYL1uFjMRMxjPU005RRccIFNJsHOcVuonCqVAfRoRxWvn0gOpZ0sThL4MFqsyIDaUVIcrcUdCM92uDMkXqwLM8VaxvumiHY0JIHeVQRd6fylA/W59JYGAMHaWGYhccrcixl+X5HWgZt6pA90WbuhWmoG/G5KsBoJFm2K7irLUb4vjoS1CriuQB2ZYO9qHKO6hRtiEY1m2w1Mq1pw3RUqDIVmWAlhui3H2rGN4fU7sM0a3tlVtn9+VZoF32G0GLL98+s0z6bULkBnvyuw3eaAdKqCTmHmtZw8UGx7XLN0e1hYDVicUyHZf9vG/J2X+ea3Ps2Bqy/xLQ/9CBvG4UsP38DPfOG9YOFbX/hePt+5mt9evYe+8ctesm8s/3LlXh6LxHL/8fFevjA6WKS9K6qFCVWocj4w8zR3hGc47K0xNBoPS6gs3zf1JFWVU1Mpu9weHobf2byLU9k0CZoD3joPD67FUZa+9fjeJ7+Hi9kUc8V2tqYSeibk5/b+ObeF53km2sOPHf0QL8c7+eWV+/nRkx8kVDnVogAbq/jc8Epi6/DBg8/xT6/+FHc0TrJUDE1/+PN/h46plGrOYUEH9MkLnxT5jFWLzMt2ISya+IGfSWcZGr9I8pFYtAWvi6dyfJUx6w1478EXeeCq11m88xLDBwZs3pqyZ8caeeywa36DvVUp/lPeqBTnTHy7Y/PVe+qviY5bp4bdnzAoa0iajqgADUSzHuNpRWXFFWw0nqThFFtj66AmrIqiQExCEYyr6O/SxDOW6VcsvBKU56vcMv8M5F6VrFbjwk5L82KRROMrMOIOOEmreaPkfNJhFwHR5VDSOsXfeYGJ6zconyabnUKWbiYFH6EC5qHCyeWYE7zbeHJZVhXpuzIFISKWwq6TgtseiKDHFJ267AjkGBNZ+8T4SlmLkxcddiG4yV1VWsUKU4WSVghS2L2RYTyraZwXyXvmOzhjGVwmDU0WujTPmCLYOJf3wUDrxIi84mJ9jVHSPZvAwe9m6FQS55nQC63g3uS2gFRSCFzqJ7qoWOxfbeAKzDNKsI6icWrAJEGHgn3kdxLp7qse4xmhd9orRsTP1PD6gjMn8yHhSoTxHcLViFZQoXo5ZnO5weY1Ft/IY3BXJIfSu7gOgS8/hWEVjiPZmaMC0qmEEuKAI34ohf+3dR1U4KOGY5zhWB4rFEZYYtylkhTre9jAoXJpIM1JFKE8l+qZLtbVtL/SgTQju6KFcRU7P34Ju7ZBfMsVjGc91m4QLv3+P+kRVH2aZyzusYuMb97DzPdc4k3feJKlpMlHj96A1gaVKk6mM9TPWVrHHTauVQx6FbrTIS+c3sXNjXPs8Vf5naW7mQmGfPP0c/ybk++mfeATzLgDZvSwgEIyhkZLqjmWBWdIajWhgpFVrJqgzLCMis4cYGRdxrnH4/0r2R2s8/ba69xfew0Py6VsirdecYzd7gYpUFU5VZUzHVwkspqhdbkjPMOhqy4ztD4b1TqvbGwnR+EpQ01lpBZuDM8B8M2t5/CQEN7IOjR0wh8+8GtMOxGhshxPWyL80RE/d+7rmQmG/Mi2v2Td1PCsUAMn0WedvIrnSIZmqlxyqwueuldawE58x3cEm+wO1rmmfpHRtoD1tMb/eOZW6qdczkTbuHXmHC13jMYSW5e6E3MpbhXxZvp/z9b1/ycnY/G7Imn2err44vmEa6nIeCti4+oU4QoAed3FOqLKM550i6MFj9wTClRaVaQNmHnJlnFlZTda+E8oK93v7IuWtCbFzC9oeZNOX5ktiGOCQ+cBRNMKbyhe20nbUj+nysADFFAUYkVBByx8SnK/YKTEhX1sT7rbiZ+38RTdqzPcgWD31ilmbgWMMeniJyIfJ3kDHp5Ldx7NCEySZ1Lo3WgSsCBUwgmkkoUaUyTwJHWhCk6w7YlFK1YYMeGGJWlIgbcK1MR9MLKAEe/v2NDfU8FJLJXlWBgmxuJMBqBJjtJKQomtxSqNE2XUj3elq/YcFDm4mrRWRWeGrBnibYrE3RT2rapwJzSBg9uRwqnGCeGyGDapKMXbsGx7JmXl1jpRUqO2ZES5GjiFb7nG6UaoNKNWQDxzT61TWW8TdNLS29vtFbL7NBNcuohbs64DlUCKdSVAjWQ4qYaRFHNHl9Fs1i9Ckyfn5zInmES42cLR0FnalDlOo8bGO69k+tMnYTjG7pzHei7R/hnqxzvUn9jEtuqwMEfnQEDSlM+TcS0rtzfpXG3YfWiZi58/yA0PvsaR1QU+kx2i4cc8eNUrPHTsGq676TQvjXcz8x3neNPsSf7oxC3MVcfc2j7Hi5sH+NjS9fydHU/ynQtP8HvLd/HHa7dz/tws/9H9Os4+vosr7j3D7tomZwbTXOy2+BeHP4mnMg5460zrnBRRJ36sezPvar7IUtZgl9vFV6aAJBSfPnWI5HKN9r5N9h9e4Vcu3s9/2fdnZQFcdMf0i4i1ycY7stBQGQaYc8ZsY8xM7TXef/glhkbTNx4vp7PcHFziidFB3lI7ChZCbUpzrJHx6JmQaSfi5WSWth6VWPoN7QviPaIsC06PyLo4yhSwTVp6mAxtwIwzoFPwzhMrGPiuYJ2NvF5cN9+KVHNgM6virzoMd8t9vbS5g7dte41BHqILF8M5f8A496i58VdllXxNDCebtUV7+43/gKzh4W/GBedV6BnRlEs0rZh9Sb68AisUSklHlfan1lFsHPYZ3TYiG3q4Gy4zL4uAZiKEmUjAJ1DaxCMlnhhEFYWqlIs7WwXcTDC9Ip7MFLgwSgqvE1vSpsLv2rLrnQwNJwPEN2LlwvtWxcIjx57kR0Yzcrtgk0JVJZL7yqotH3seSsixk9qt7thQGFptLTJOKkpKkd+rsrMuCzMFKyWnkNYL5/uveHfrCeQiPPKsoqhsGNyRwTqweaXHzJEEnQjjxB3nhSQ+F442xXO1EE+5pBVZALxBjtcX/FvYIuJSqMYp412NNyTvGKEPFu+P04/JWyFpvcA0Lw9Q0QQqU0XOpIsJ5EcZKxa0Sm0NNJWSsF8AY8t8TFyHdLqKyg2DXRUqaynhsWWRsWtZIFSaScdcCaSr9lxUnIDnSlGeQCrWFgPiYieYC90Pz5UC7QkrhtxIkS/MuyaDz/Hh7bh92ZplNZe1GwK2Pz5AHzkt2PiubajL69h+H719G4Nrt5HWNN1v6bPjP7hE8wGX73Fg5xh9soI7VjTOGsLvWuLc69uwjqW2MCQ63cDdNeSK+TU+sPAMBs2/eurrqR0JOPj1xznbnWIUBdy96zSBk/HpR2/kA/c/wX2N1wCYcYb8/SPfwVxtwIcPfIRQaYbW0DUOv7VxN6/1FpgOhvzs4kMECl5MZvnKcD9H+tvJjOaF07v4v+7+CI/1ruSfzD9Gx0CoLLkt6f2F5atT4NmCu6fW0jFbxc0vtriJ1cw4lqGxeAr6xY4gKlgyDWVJgdRCp6CBvdFK1kEUnuvFbsFYRc8Gwjop2CVaGVazJo4yNPSYoQlK9WVa+JuEKikMs2R7HhmPXzl2LwC3LZxnnHtcVV/GFJ21p6S772UhnbTKQ9/9Fyy/+tcPJ78mMG7raMbbQ+KWQ1bzUHGOVVK0l96TMNwJSdMTxkKRWhO3PYwvjnNOKqrJ9omMLHKpnfSYPkIRwlsUT0eRe4JbKyOihM1DImwBCsyZ0if7jYtdwfQRNz2vKOIa0jo4keDVeaBwxrbEkI1bDCmVHLuEUNiCV5yCBeOOJnmVBfQRSdF2CqOpCcPFOBKkMJ6Toq1zSYYXaIRyEDlZfCY4/aQAO4XnyWThmyTwBD0jhlQjU4hVthY3KBbIQvSjM0qHxDxQ5L6mfTwjD3RZSCUYQzPYHZIHQoGzrsjo165zWL3D0LlCk1U08bRHNF8pIRbjaYFKcouOC6Dd1WJGVXD080ZA0vQINmLCpSEYsNVAknRqoSwCkag53V6EM0zQowTdG6N7o/JvlBK8OpEOW6WCU3vrQ4zv4A9yomkX26yV35SywAMYg2mEUrR7A9Q4xoZe+bqpLC9fa5WbLVbMBOc2ViCSsOCQZoVpVxhgo4jwQg93rY93YZ3KiVV2fGYDpztGVSswP0O0XaT51lqybS0qS2MuvyNj98/meMtd2QWNFVyooHPF+FDE2s0QOBnhikPjpEvwSBOvp9k10+Hk6iy/evot0iEqy3/9wV+R2C3HEI89PvfaVTx5aS/vvPd5PtB+hlCn/NL5t/PY6ErWVppc0VjlVFbl9TTgR898MwDDPKDpRVxTv4ynwFeK9azOdr/DfDBgodLnp257hLvDZf7J/GMMjaWhbCkAWs0rXMzr/JfV+ziftUmsZsP4PDTcQ2ThfV/5AZ4Y7+d4OkvHSEJ9TRs6Bv6wewsvJrOkaH555X4+0rmNkXEZWYisIlCUVMNQZRir6RuhI3aMj49w2Dumgo+8dxNBzqjw9G7rEUMTSAKP8citolo4FALk6LJzztF8+4Gv8L59L7It6HFTS6CcqPAvAXEprLsxDS8qC/pfd/raKNyeYrBQDL8U5HUf42n6uzR0PKZfsQy3uwx2+KzeWOPcg5YL77D0druluENnMswKz/qEa5IkAtJxSvCAeIXEU4rxvCaaBZ2oAr+Wop5V1Rtk45MHJ0VR53ZL7l108H5fYASrKTHtSdc7sU6duPmpAh83/lZxndALs6owRHRicUcWvyvyfMHEC++TMeXiUl2a7B7k2MaX46V16WonQ0inSJBP6lKMvZEtRTxYCLs5uS9eJ3mgSpHQRCk6OU08XHJfio07tIVL4OS52fK3dRRZVfy+g81caIKxvDcqh3g+w/qGaM6ULoveMCvi2TTOKAVH4a+PBf81gmlLMLEhq3pE8wHhqli6moon6fGjGDUuAqZzC8ago0zOL5J2SoGPtRISXPGwFV+gjGIYaQMXE3gYV1E91aFxeijFdJygxgm2EmArPtlsQ0yuJpL9Zp18tikdfpRIkEQBlZR/l593d+t/pcTSdkoGpzb0sXUZoKmehCqkO2dkgbm4AkqRHN7JxXfPUzm1IUKeIMB59QwqzTnwuwa92cNUQ4KNlF/+9t8ga+TMfyXDOxew9xMJlx/azb//rv8PX/ftTzLz0kgaFizJxRpZ7vDscC/ffO0LfGT9Dl576EqWz09RqcXcdvAM2xp9nl/fwe9u3MV3febv8hO7H+G14XbUwOGTr13LUtYmR/H66jzf/Ic/ziDzOfInV9NyRkRWcTyt4ChLqBLe0X6Zpz58E0fH2wFIis+Rp1Tp+/3R7i38/tpdfP/sYxzy1giVCHcO+Cv0rcu4F7KR12jqiHZR/DQwpxXvbz1HqFIi6/ADc1/ke6aepKHTsuiNrKKmMto6ISigEq/osKUDt0X3nRb4uXiYzDuDwk5WlX7eC25XnpdOSx55qNPSdhZgzu2x099gu99h1pPhdahTqjop49D6eVhI9r9a2f4aKdw6EUe7cLNQ1fmaYDOheTZnx+chmtJsvm3M6gMJ3Tsi/DWX2V0dxvOKzkGftOGyen2Fpds9Ksu2DPFN64qsUuDahVoxqwn3Om0Y6uctfl8UhJKFWHC2C0ZHWhTyiSmTOP+JIUxWVQx2WqIZpAgrOS9uq9JL2xRpOaN5Jd4lRXHVExwcgTx06YWyFSKctAo71xS8ofw4Y+n481CVWZRAKZXHbnX6IL/dcRGtVlzPeJNuTzpu4wquLruJwuO7eHxptei8bQEFVWUY6Q9sYfG6VbQnxyntYj2FCVTp920cUXhOveRQPe3ROqbw+wavl4gToe/IwuQ5ZRGdBDWYSpEbmdvCxEvwZxCGi/UcTLNCujhV+nLnM3XS2Sq24oOj0UVAsKmGWN9lvFMKpRonQjOcROPFGel0KIydWlAyVgA5ViZJTXqUYlpVCXAIfPBc9DDGGcTYZg1TD2WAqXUJwdhAumtVBBtLsn0GSSoKUt9jePUcl++bEaZJnqOyXHYZc20wFlPxyP0ijq7iY9o18ffWCr3Zxx2k2GYNtbRK/x/2+ZE/+n6aR10uPKCpn4PlW0OCDcsutwMIBGM8y7Fji5hKTufIDOPc56rqEr1MsOb6/JDRSo1XHr6KKPP4Jwc+BcDU8y4//dr7uKd5nF961+/yz259mAW3Q0MnfOeVX+bKu85wTf0yu77pNL9x8h6qyvJytIs/vHw7G3mdV8a7+Bc/8bvc3ThOZC2/tnEXjhIWy8gqLuZ1rgyXuLd1jE/0bgBkft3SKQ/3buCRwTU8dP8vs99f5SqvhwZejHfwyPAKVo2wWfa7Xf7dhXdhrOJM1mIpr9IvIsdA0n06xqdrAs5l07S10ACrOmVUCIRAHAgnBXgSgTYp6p7KCivatOSShzopPLwnFMW0LM6T0IVQib3rrNen6sScHs3w+PL+UtTz1U5fE8NJsQ4txCKOwt+MMZ6mupSAhpVbQiqVBCoQHW+RLKTMVIeoOyybR2YJNjV5KPCCzsEai98FlPCdvaGlv1tRXbK0jluiGU00LxaKad0pwwgmplHCEhE4xLqqTE/XRSCCMgKfVJcLRsuEfscWW8RJCnFNAEF3i+3hRFsd7eRYAmkUMIYDo3lFuFFQAwvqXtIUG1p3NKEWbh3HOEXnGgkE5A0muxDB+Ccdfu5NWmRKHxRb16QVhZMoopYm6MsHZrJoTWiHeaDwB2J9O+n205ouhrdbtrMCkxSviwIVaNKaBBQrY2meyUoqpMqEZeLEpuy286orNr8jeSGN55C0fcKVkbwnkx1DZsSVUCnUOBUZfG5xurnsfuIcJ5Uii9mChyZDUX8zFjGR54ouYBgVeLSYYLn9GKt1mVCP74nKUSmsFugmD1x0lGKqngxeB+NC+u+IjL/Aum3gC72xoAtaz8W0a2AtzjgWSKXozv1eit9zZIjpSyCyszFE9Qakh/eQtD3CpRELGzF6c4CZqqN2LICjWb5nlsaFDM938Dp90kdmmb+Q43czFr84FifGf7POyaU5fv7Ce/jKib1UbwmoHN6k7WXU/IS9jQ0+dfxqXpjewTXTl3EjmG/2uW3vK3z8zLXcPXeKmo75yblHOfxjl/j5L34DLy/u4u3NV/iFF99BtlLhwbuf40R/jtfObOeHd36OD+x7nn+/8jY+vHk7z3d28R3bn6LtjPjHv/Z9/Nzf+x1+59LdPFrb4OraJc5nVfa4Iy5lFeb0iB3VE+QoDvmXJeQhmREjKJXz5uoxlvM6bWfIP77wIJnV/LMdD/FCtJO2hn+19AAAL13Ywe/X7uQ9rReZ1hGxdUiVIlSWlnZYLb67TR3hFU6EQMnvDlVOv8DCc3SZK+mpjAVnwFJeZylvlTg5wHpWx1GWoQlwMCUGHirpyBtORLVgowAM8pArayvsDDuEOpVjfRWvkv/pjlsp5SilnldKfaL4f59S6mml1Aml1B8rpfzi/KD4/0Rx+d6/7dhZRXH5HsWFB/MyciueDjj3jpAL91VI2wZXG4xRVJYUX3/Di0wHI3rDkGBdMdyhMS5EM4Ixp3VFVhMDqqQl8AjIcHA8r0UAMxdh7uvI7aZVif9ObEtVvmXXWmLVUPqVlMW6gFKSpjA6dMYWXl6k40wKbB5uLQK84XgT7vnED8UdwWihCAeOKSc0pQlVYTplXVFD+v0JVCGPK6tsFVfjSZcdTatyyGi8LXzaiaWAJzWNPxRe+GDBKWmIYh2rCym+LYeYkxxNb5CXjoWTjj6pa5KaLncByoq83utJURUuuKgtVWZLoyqhARbF1hEXQJUbSYhR0s27/YT66QGm4pJOh6g4la5/olQshsgqnRhZCWxSDgaBZKaCSo1061owdVyHfKqGqQbCXMotKs/L4AhT8UrMvYSGUinEzlB8WUob2sluwfdkYfAcoasGvgwqAx89Tre6eaWkqKcZ/pk1Zh+7iBrH5NPNYheQYEdj3BOXqL1wUSLbBrKDULng5Gqzx7ZPnSNYj4infawxGB+az18mmvXQm33iqYDzn9nDzCdDvnfhSzx6/3/ivvc/y6Af4mjD2UszfOXyLrSyrD29wIneHL3rY7ZV+nz0xA00/rjJIA/46dfex8vJFNcEF1GVjLoTcyad4569p8EqLozarI1qzD7mczTeTltrfmTuc1wRLrM8qqOV4UuDK5l9JeUfPfoh3jb3GsNcBDc1lfL+V76bz/av5XzWwlMwrWFaJ3gKrvXXucrrcnXlIvu9iDlnyF63y7tmXuanFx9m0cm5JrhE31g+dewwD335Rt5xxVGGecD3Pv7dpUhnwkFfy4X73dIxu9wOkdW0tAQ51IoOelK0o4IDPAk8drCsm4pkU05YJMYT/5MC7vBVhqMMeRH0EFmv6OglNGIitplyh5KQo3O6WYXM6K8KlvyvdNw/BrwGNIv/fwH4RWvtHymlfg34PuBXi9+b1torlFIfKq73wa92YPH9UBBmxO0QVMiFBzQmyKlcdNn9sEHlDbKqJtiI+OK9V2CB6ufqxNOym89DixMrUb9tSjGbRIut3eCQB5b12zPC8x7GsxzYtsaJy3PUtQwDs4oqHf3cwlFtImXPw8K35A00wiyQAotTCGwiymI54YtTUAdLv+6UEmKQIl5wsxMAWRykKII7lNtnwvcXBkk0GRIWbBH/DXi8FgjI68mwNAvFZEtZCDcM4cZWQdeJDC0BlJEAB3csA9I8UGVYQxYooikJuJUFbIsqqEyxq6gWKtNCSq+MwE8TMVAeyus6MaWaJPtMlKcTGqEUUYVVWlKBRhk20FKYJnFpWeEQmRm0yYjmA7yuW/jbOPLb1YUIJhUmCi46yjDVQIpgmhNc6m1h3Y507KYWoDIjRTHKylAH6wh8ozLhqedVX2T6oRwXBMpRBffbeo5YsGstPijFAjBhzUw6AKsUqlBipttauKs98TexSsQ8SuEsrYu8vt8X2KU4H0ANxtgoFoZKGGBbDWzFR/fG1I6fg8VtzBxJufSenbTOpJz4/p3MHLHs+nSX17+vxg//+fcQrGvm77+IzTWDz21D3zRiNAhofymk86Yx0X/bDu/Kef7jh2m8aZXL91V4rbtAxUt5MdrNzZUz3LjvPL//2q0c2r5CnLm8781PszvY4Bdfeif2joyHl64lVCmfWLmeIyd24K55PDF/kO+efpw/vu9NNI4oXrtOMO7rwvMkaNY2GyzPNfmz+Fa+c/ZxrvVjPjE4xDavw93hRU6kTX760x/izx/8T6UN7HLa4mw8SzevsJHUuKd1nP/r9j+mpmMaOuJ4ssAVN6+Qo2jrhKW8SsMZMSo629g6LOVNTibz3FM5UUSyJfSNV4YYg8jZH+0f4oHGEfEaR/IsqyomLDD2HEViHWbcAeR/dUDp64zIeNS0+JJsZHVM4YAIkpRTpKmV4ct/bc38agV1clJK7QTeA/xm8b8C7gf+tLjKbwPfVPz9jcX/FJc/UFz/b34QqaV5AsIwZbCoidoOjdOaymWXaN5w8V6XzgGPtKoYLfhUg4TkxSmCrmW0JyUPwBsoGucs88/GTL8eUV1JC3GIQsfgjhXTC12ifTHqqgFL/QbeqbBMuZl0kJNiO8GtrZbiOZ4XxsdEfKMzxPTJLxaewtVvIswp6XaKIguyuP5kqbRbCkdddNWTwaITi1nVaNEynpOh6SRweBI2nPvFYykYMN5QQh4mlMPhToE5rKZIs5EFZiLmUcVjGizqUkKfhZJ56RSLxxs/HZO0Hqsp2Dnin2KVMFsmdEEnlh+vnwts9Qbb2WjaKamPyop83rq6YAc55BVRYVqtSBvC2c6r0rGiNabqMdwtIQUiVhlLcS2KbN70JY0+TjH1ItsyM5iqXxY8UwtKNglZjoozUTcWeLouun2VZKjCXiGv+1jPIW2HrNxaY+NwvVSBlkpe5D3Ug6Twcynw+slCMxYZfzZTl9xNZwJbKdyNocA/gS9YdiXEZvlfKdqq3RRPE8/DP7+OHY3AinQeLWyXwb4G6UID5mbImyGVp0+w+OdnqL6+xuzLls4Vmrzuc+jXBxz4iCgBz5zYhjVKmpPXq9yx/ww/+5O/Tbs9ZO6Hz/B79/063/iBLzFdGTH/hEPFTfnNQ79HQ0f84yPv5+SfHeTWXec532lz7tHdHKwsM+f2IFdML3Z518IrPNE9gKsM7oZHvhjzLVNf5jtf/G7ue+tL9K8TvP8r/+M6TibzfOcz38u+hTV+YPaL/Ovtn2VaR3wpmiJH8R+Ov4PYwqLb57fe/d9YcHJ+e/Ue/t6nv4d+HvKnZ27kow/fRWY1B/0lbgxWuDUYsMuJeXPlLN/YeIldTkzfeHRMFU+JPN5RFk8ZFt0ul5M2PRvgYBkVX9ZagV/XdMyC0+OBxhEAFpweyRtCfydqy1ClzLiDQtSTbl2uUzTSfedoltMWXhFpBjAqElpS49DNKtj/nZT34vRLwE8BjeL/GaBj7cSDjgvAjuLvHcB5AGttppTqFtdf+2p3EHQNOkhY32lwEtnCN87AeLshV4reQYVpZmg/x56cZeaMdNRO3yGrGWoXFe1jQ6xSpC1fAoAXFe0TlrRhufHeY7jK8NTZKdTZQOi0McRTkow+risqq8J8MH7RbRdMELeg+6pCVENRPK1TyN8nwytbqBwzgQag6MoLAoaObKlodMfi2je5/aRDxwrLJtikcO2b3LfsHnJfCqtxt6iLykhx1rkMZp0YvN4kF9KS1kX0E3RsEb22tTNwR7YU8OS+wiuK/XBRU1k19Hdpgp4qsfbJYiRJ8tJ1h52cuClF2clMydeWBWJLkVlZL2AVLd23Mhan8H1RgDvM5HXLLapIPMoDB1MIr5SVwAfjiaTdeFo42Bb89THOUDzdTdUnq3piJJUU5lWuxrquhEGkOXhO6TaI1lt5mrlFRwnpbF0YLUmOjnOMq4nbLuN5S1ZTVDYCdGoJVkdF4cyxWpM3A3nfMlMuBhOoRSWZMF2slUXBc8nnmsIxB0xdun7GESoQib2qVLaGo626pAHNNXBPFHF9cYxe2YRqhcYrq9hqwNn3LzDzakaFXVy8r064KkPt9gnDuXeEzLwUsHwXvPfeJ/nTr9yKu+ax/4HTHDm2k/P/4Ur+4X1XUdnZp+7F/P763cS5yzWty/z5jbtYObqLfxu8k0O1JZLHZ6j0LM9d3Ml8a0B3NufXjr+ZmdoIHMv79rzIidE2vvzpa7Guxe6N2LdtnTlnzO/c8Ft814vfDWOHce5x9/uf59985FvYcfdFvm/nl+jZgE8Md5FbzblkhmsqF/jVw7/PU9EeLqVtulmVV/0N7mieYnyDx7nxNP/i6k/y/J49vKf5AnvdhG99/dvY31jn22ef5DeX7+XW1hne33hFfFW0lKNAQWwtf9q7kUV/k++cegqA3Cr61uNj3ZuF+khG30gQxoLbJ7IOfRNS0zGONTR0RN+EEupgA7CwYhplGMNEuBNZn7YzIlQps26Pvqkw6/bZyOq03K3AhkEe/O/RAZVSDwIr1tpn/7br/q+clFI/oJT6ilLqK2k2xBsaVi+08RaH5KHg1JuHwWkn0EqxrsUJM+ymjzPUjLcpLt1vyaczUOAPLMZzMKFDNOUwntXkgdDhlIFnjuzny09dxdRLMpEvfUQisXMNOgJjmKKTNK5AJDKskkHhpNs1PmUHa8siVnR0Baa8NTik5ETnxYJgfLlOXikcwwrBD0BWewNnuvABl8ch2LQ3ElOpvwo3yG7AuMVvTxabyQ4BC9UVgY+cWP4fz2riZpFab6XAupGkcaQVRRZKJ20L9spE6DSxqZ1w3r2C++1GQjHMag5ZqEmK51Hi6q4qczQFNpLO3LhCH8yqDlmlMKHyJG0nDzTRlCtxa5505n4nLYynUqJpFyc1uEMpfHnNI6v7qDjH24zQSS5p8aEIbqyjSVseeT1gvLNO1q6STlfJWsJEMb6DDRySbQ02rwzLSLcJf7yyljD9qmXmSIY7zPG6CcZ3Mb6L1ZpJTF3hvAQIZGKLbl8i0yjpiOW3TylMI0RHGXqtK9L6STqO48hPkhItNlCjCO/COkopYcMYi40ioTJeXEKdW2L3wx3C1Zi162vkAYze1Wf6aMx4VrP4WIbfy9n78ZTHlg6w7YsOB3/hdV7/8l6CJZegk/L2u14kjj3Wohqf/exN3NY8zWd+/05uuu0EP3LPX/LYY9fy4SN3kdw4ZO2OnHi9wspT2/m2Nz9B9OUZ1gY1/PkRd9eO8/ilfagc9t55nrzrMVcZcClr8I9OfICFRp8ff8sjXB61uKq6zN43neP3rvwD7q9eoG9CnhvswVEGjeXZ4T7+5blvwFMZZ8ez/P4zd/LrJ96EVpb3zj3LtD/k7nCZb29/mR868u0cTyvsrW/w3XOP8fToAD+34xNcF57nLwZXFwwReU9OpE0R9DgRu7x1/rR7M48MDvOfV+9nTse8tfEqxqrCqbCAxgpfloaOCFVW/C6EOzqlocf4KpfO2xmglcF5A0ukn4cMjc/IBHgqZ2QCYusSv4F1Al8dKvmf6bjvAb5BKfVuIEQw7v8EtJVSbtF17wQuFte/COwCLiilXKAFrP/fD2qt/XXg10FsXVVu2f45l/Xr6sQ3DcnWQnQkn+yp6QHDSoDn5Qw8H+NZ0gY4I83c3nWWohmSukM06zPY4TDYZbG7RjinK3QPQvWSov26S1aRrjltWoJ1KXxBZ+sxTbrYiUc2bLFBysgyJZc7E/y7QjnE02nBGgkKRsikSOXiCTIJCDZFJuQbaYRlag6UXPGsKtePpyzVJUnLsFpYHqMFRe1i4aOiCutXTyAOgUO2mCc6KxaAghHi9SU4IppVJVY96d6zUIp5dUnOa5y1JV4tf0xeK1FhTkQ8E+we5LWqruWMZh2CvhVGhS1godQIkye3ZAVmPp7S1C9nRRCFK0ZdvRx3lFExiDjH1WQ1B9N0CVckuKF1tFe8B574fkc5SltMdZKXKQ9I6IkCp4QrEcbTjOZcgvUYrxORV+T6E5WnO0yZOZKR1bwyT3O4s0JlNaGymoptwDgrPg/C06bwEicQVorxHZlteApczfJtDVpnUrx+hsoNepyh8hxnmAhtUSlca9HVENOs4GwWUW0FTRHfwwRaMG1rsY2aJOnMz8B6R4abe3eKIyHgXe7QaPuM3h5hXm0QTxniFsQth8v351z1mwmrr88S7tZ49x5EJ+Bf3+HkYo31y3v4pzd9ipPRPKObfR5avY47Pvgij5/fx9pYrJDTbgCuxWkmNB+r4MSW3//KHXAg5sr2Jqc+doAvHbqS/vE2qm65fuoix8IFnn75CgD2N9Z5/Nw+XmuKevLjl6/j/OoU4UHNqczlM91r+cn5z/Nzl7+OQGfc3jjJxXGbR7uHqDgJc4sdFup9fvvsnSSZy3fvf5LPjHYTGY/RE7N8etd1nOzNMpwNyu+3p3KuCS6ylFdp6/j/S91/R1mW3fd96GfvfdJNlau6OndP6MkBAwxyIgCCIsVoi6QVLFKmTFnB0pMerWD7PVlaki3JltezbCtST5ZES6TFCBIkARCJSDOYASan7umezl1d8VbdeMLe+/3x2+fcGgqg5CVprXl3rV7dXXXzOee3f/v7+wYS7fj88D7e3n6DD7TP8we+8RN87MxrfO/KczzeusTAR6wG7xUbvEpAMGzrVRO2YPDsWolH0yEk2KLo6JxBGF5arzDKsxYdhN9rshCW0NY5WjnyevipSxbjcfN63+r2byzc3vu/BPwlAKXUh4Gf8t7/QaXUvwJ+H/CzwI8BvxIe8onw/6+F33/O/5t09R7GazHFvMIlHnOhzdprQkmoXmvhdQuzrMjnPAvXA0c5hYVLlp3tIySPDhkf7bL7uCPZ1GTbislJ6F6RTjweWUzumS4Z9s9qkj7ikZtIcYwmoUBX8n8zkd9FAVKwWQ1HSFGsMW6C858zb2aUuAiiEoqOZEzWYcR1V117fDcLqju0EGQwOi6D1ngI2str2ODZXSs30+D+WS8kVRuwqpH2m0KGleJhIRj4ZFWT9j3TeY0pIekHXniixGY6Fzgm23Hk81rgjW3X8LPR9a4h0AwVoGuuOxiLdI8B+zYFjX9L2dVhcQs8cURwBNC7XjYp9Cp4why2y61vSV/yR207Qh+EQaRS6NISjcCMxWu7ls57JXRCO2eI+zmqdPhUaHeLr45QuSgVdYBT6oGlxOVpkfD3YpLdKe1bki5vcjloLtKNCMm2Y6Jhge2GhBvrMFae2xlNuZjgEijmDOlujsotrhUR7QjcEW+PUaOJ4Pi9FuVChtnclw8dR8KGcY7OczdDp65xCx3MJBc0r93CdVqM7pqjc0lT9VKS27t0nrvByr84iYscvc+/Su/FZXyasPjkmOryVe55bY5rf+xBOv/ldZbyjPeuvcHWkS53tiVkdy05YC6d8vuOPM255DZP3jrF9RfW8ZGcCw/ceYP3Ll3i5578KIMPjOk81+YHf/+X+D+ffhff9/uf4svbd5KcGVIUEb/wlXeSHGj8nSMu9Zf5W/f+ArmL2Jx2+Zt3/Ty/0H+cW3tzfG6yzhcP7uEvrX2e54plbk3m+O/P/BI/vf0BvvLyXfzMR/4hG9UC7777Io9nEpLwP299mNIb/vrP/CiPfffL/Nof+1ssaM2fXPo6AI+lz/KLw3O8PbtMW1dkyvHHL/4o71i6yr/83Pt46m2n+cH1ZwH4yPwrLOmKX9h/Ox/vvcC6GVOgaauKgY9JcBToQAe0jY93T0+Z+ojCx2S6pINQ/Y5Fe4xdyjcnZzgS7ze+JlOfMKcnTJH7a+dxXjd4t8ZT+G9fnv9deNx/AfhZpdRfA54B/nH4+T8G/rlS6nVgF/hP/k1PVHUkYqvseZK+onVbcMuip0J0mae15QXOCLS0sqsYHIvo3vDszXeIB7D4WUPRkS64+0S7aZNbtyYUSxlbb1NwbMLclzLiEZK2HgoyoSj6w8PHeEbrayh96SHYoEb4lRRjrwTf1uVsGFgPK3WwShVfFRrrVBesY3VZs1Eg3Qv0xcA6SfoidRdzKfk+XOje65i1aCoQStWiKXh1pJo3UEaqwajrBaN+b3VST5XWcI/g49nezAp2uiaq1mRfzKbS/syMK1+QIp/tuAa/Jxwnr2Rm0HT2gbniEo3BBd63wUw90dg2u406x7Luml2iBRuuJOS47CWY3IaQYhkC+irC5BabRQ1m7SPFaD1mcS8XhaWtMX3pkl0qZlW6dp4EqnaMjxRmYtGlME3QiHWwEmxdOupSlJJWBqTKih883lOLiHTlGK9FrD09bnB6VfO7s1g8VoI7YLXcJdoekL12IDJ4I3xuN98Jop8p5AW+nVF1Y3SW4HptjPO4bkLr5gQ1LUl2B7jVBcan55j7+jX5UJ2OJPwA1do8ZriMves41TsH9Kct3nfkEr/4zGMAfHX/fqKRopj3xAeKv/eONkc7BxybO+DyaIHWbcXwlOK9S5cwyjG407L2yQz1h24zsTFYxWd+7XG+9/u/hveK868do3vVsPJCyQ3VIb/dpbjH8MRX78Wlnk/OPcpm3mOhO+Gnvvwj/MjbngZkyPeHjj7Bp4YP8KvffJTf//iT/NbgQf740lP8zP5DPJ7dZOoVG9M5ntw8jXp0n//91G/weplwqWpxzAxYNZ4tq/jR3kVuVp5dl7Gkp7x/5SL3ZTc5+91b/O8XPsQv8yjdVs5DyQa5h++fe4ZeGDCJ0tOTWynambLEqmTg48bH2+Abc6xEWfleXKtxFnxH+xIb1XzDETdhSNnWObtVF4skyFsvnXiqv323Dbw1TKY6yyf9fd//Zxmcka34/CXX8I1VcL3zATqYrCrS/qGiFImisJFkW94U8WUmnva2Y/shqbx3fPAyr7x2gtUnTKDMKWEAKBqjKZvNinLdudXUQBdBI2V3sw68Ckk40Sg8JhS1eqDpax/sKU1gAoQFQc/gFsmhpOFFR5NZik2xIL+LB4INHw5FqFqC1TeDUq0aH5V8Qcyv6kUoHstg1BtCiMPM96SYV42PSjTxDa/eR7LQRSNPPJLXqXMy691AjYHP8jHDd6VD8EMV6I5V4C7bN5978dAGK13VDHfjQdWoaXXp0JWjbEeUXU332kTUhGkkRbPGkrUUV68hHgpjpJoLgQj7OS6LcLEk9ehcKHYuFF5lnWDWQc2prZuJdyr5PlXhmoVBV45iMZXBanD8E251oE4WDp9oVOkw48BeqU2otIa8oJHiawXWiYtgTcTyHrfQE+ZLUWKXexSLGcnOFIyinE/Jzt+WQt8fQFlAnFDddYzJ0Yy5b95ifO8RdOEoe4Zr3w298xGL5yuiiQyL+3cn2I/tcWJ+n1evHCW9lEqwdVhkR49PsOOIk6e2ufnCEY48KR7n/bcXnDuzwaWnTtK9b0+k4pXhB+98ntwJZvvVW2d4fP0qn3nyYbINQ/T4HnNZzpm5Xb5x4yTvPnmZo+k+rw6O8OylU/zsh/4+/2L3PRxN9vnpT36M93/4RY6m+8Ta8rOvvh39cpe/9gd/hvWozz3xhC2r+J82Pg7AXz72m01e5k8d/TQdVTHyEf905738sZUv8ZnRvWSq5APti43RFMBT02Pcn2ywoB1BR0YZ4BAXnAydVxRoBi5jQU+aLM4b1QJzekpPT9mwc43Na6ws//O172J32uav3vUrZKrkYrnWQCYjl5KpAodu+OFaefIAswxtxt//0S9x86X+t5xQviWUk7YlVqTtDc90STE8oenc9E1RtDVtroJsl0a0oiuPQzUUs8aK1YLSMHjbFAYx+Q1D2ofhYxPO31rDjGYzWW2hqt3zQtSYM7LtVw6h6elZp908fyhO3sj7d4knmoTFxs+KmVZw2MfEG/Ch2xYqhbxGXejMNGDtpUANXqnmddLdGaulXhjqAucjWbBMSL1RzjeddzwUJkR84JukeBH61GwWhXee0XFFsi+wiq5ksKtLKdjx2NPa9GGB8oFZIq9VpaEoHwo1NqUPpliz4myK4GQYcFtT+Ia5AzRFW1wVZcE6OJ3S2rEk/YJ8OcFMFdFUCnwxnwReOGgrxdoGuwRdSnGth4SqdJiAPSvrsXMmKHRN47GCFh528xjvpRN3HtuJsS0j/HITkumNxynhokcjORb1bMMrFYRBCEsmcM29Uui8FJ639/gsFdVnWaFKLz4mIUGnlrzr7T2IY+FxO0g3RvjUMDrZYf8Ow/HbXfROXxYOY8A7oku36FRHQCmyjRHTI21uvddwzz8esvNgl875HVFj3nkUVcWUZcRr14+gY0e+7Jh/9zZ7z6yiKjiyvM/N8TLbXzrK/JbsWDqbFvV0zLXLp7B3T/G/tYRrwcpHb/G5W+fYfmmVbEcxWXN0j1/gOx5/iXfNX+Ibg9NcGS7x+t+9l3kPV//IIl/5woN0rimOfO9t7ogKVuIh/+j59/NDH3+CX3zpUR44dYvldET7t7tMPzzgsfRmoPJFXKt6fGDhPC+Nj/MXr30fTzxzjv/0A1/m7299mOd3jrH57BF+4ONPcK2aI1aWF8Yn+PrgLH/xyGdYNRFTb3lXdpNMKQZOCnatnsy0ZxC22qmyaDzH4n32w89KaFLh+64lqUJGsitHPuE/WReo5qdvf5CfXP9CGG4Ky2QuJOnUysrSRwyqjLbJG5fAt7wfdzSSuPp73naVK7uLuGfn5Rd1gVJSPCFAEU6GYz7gq40dq5cOdefxipNntjmTTXjx2TNM1xwLryj0zYxsR5HueqoMyt4spKC2Z1UOIj/rrHUlcEUTpKBnBV27GedbF6opuFCLbWZDSx18s5sUmvDN6zq5Rs/uW6fKV/GMe63L4EZYBOVkD6ZrkO5IsY4PAjxRQLEgn7H2AI/KekAH1qmZp3ewc5XzUNHaDAXLzXYY9bC2hlyiSeigW7K7iXJPlHv279Asvha6/QjKSAes3TexaM7MHBFrvrgcU4LBlRa1aCFCnqKrae0E9aJRJAdVMxzVhQsF2+G9aiT0yaQMjoq+YW2IMEbDqIQwpNRliE2rnHhzB4gFDTY2Ei4xsoKRp5qNd6WsPVuiI2Ga2ERCkUWwFVz9ytD1K7FuqDITfgdqUmJbMca5hvvtAyWx7rhdJuHFapIH2Xwk5lhxJLL4NEZZgUz8VDH37JDO9TlxJzRGYtSKUnIsO230uGD/sXVM7uk+c50z0yPYLCLKJS1I+UW2H0wYnrUc6Y7J04j9gzbxgaK0mmKlonsxZqvfBSeD6jrw2iaSMGRyqDopad8T3fYMf2mdqqOI5sUcrfeG5hfnHyPuFHxFn+UdJ67xX5/5JJ//r+7nM7fuZecTJ/AnPP0HKz68uIkDfmT+G9z1jtv88vbbcKOYF587zb0PXWP/fosuDZeqeb42upv/YvEb/PTGB1lJRyxEYyqv+fMf+TW+un8n/+vJT8FRcA94/unB/fznX/kxGVyPIn7u43+XXZcABceilNLmOGSOLJCHJlGOGHEP1F6RKceCclhoYtdi5YiVayLLpj6moyp2fIuRS1kyQ3Ztl689eS+/73ufxuBxODJdcmAzCh+xbIZMfYz2nrFLKL1hbNM3UQO/Zc38v1lj/4Pcqo5wtF+9us7C4oipm8m/pXCrpoOsRSoQhCpBPm5y6eZ2H3UsHdvn2vVlNq8nsGyJVieM+128Fue90QlF0j9UXAMUYKxgzrUK0kVB4BLNijvA8JSjc003RbweAJpCIJMa3qkHbDaZddQ2hTo3kvC69WNr+fzhwllDEd4IvmyDjaskzoukP6tkoFpbyEYjP1tomA1Cq5ZqvLiny4rkwMM0QDThWNQ2uFoFSCVVZHuumQVI4ry8HwlxEMhg8byjymYdQrZvm67TB1WoclB0pZrW3bay8h2IYtShrGqUp62dSnxOrKfsRA07JJpYKdxh8da5xceaKjNoK8yUZLdAFaFTTg3RpKJYbYGbSe19bChb4pUyWU5J9ksZFE/F1dC2jODc1rP2bClQiZLfAwGeoXFbtJkRrvmkomrF9O+MWDwPyYGELNfqSpfFmFGBykWU47NIBqrTErTC9VoiaS8r6b6dBDeoSY7a3JMirTW+G7ItK8v4wWNkGyP09j5qvoeba6PyimRgSXankMTEL16huuck248qdBnTuQbtj20ypx3rnQPWsiG9k1N+8xvvZe/qIp2rRgbYz3VpjSGeiJtklSqKAL/ZFJI9USxzIDTUyTrkJ0pOHt9h4xvrzD2fMDoRk2wrvrJ7jqPZPh+ee4WvxnfQ//A+1UaHbCPimf/zIS7/uc/xxdG9fHH7HKU1nDy7xbUby2wMerzjkdfZmnT5a5e+l2Ge0tYF+3mL71l5gb/5wndxZH7AP9j5AH/tgV8mDvJDoxWPZldZWzng9uUlPv6OF4Jvtglwh8UoReE9g1CwBz6mdIY7ojFTb1jSkqgz8IrSi6Jy12a0dcnAJRg8sZJsyi3b4Vg0IMHS1iWJsvzt7/0ZenpC6SM2qnkKK8PJjs4bAY9wvWXY6VDsVZ1/LwKc/6A3D5j9CNt2DJOM7s4sZFec+cQdr2qFguiRjjNTdK/KoNLFitEJTzTQ8GvLZEcU/sEBkVMUw4So7encCH7X41k3rEKxrulwLgI7Hyh/04Afh8Jrcvl/a0MLF9tA1fNEA9UM+Gqoou52axy5XgjqFJxaNl4PPeuO9vCx0mVYCAKW7qPAqw6FPR7xpmFjTVv0iaJsCb7vg49IrWp0ARYyxazb11WdyiMLQ83RVsHKdnRUk+6KDD4ezbzDD/uXuNBV5wuyi6m55rWJVpWJuCcZCmOl7tpgltBjE/kyookUxLIr5lQ1LObD3yCudrp0VC1DpBS6dERTS9mNhDMegoZV6dBKUczFjFcMC5fETMolGms0NjOgFZNlQzIomxXMB9m9SwRKiYeVMEQ6EX4ekn4l3GkjTYVtR9jMkPTFt0SXjvamE/jISkybLp0oMqvATMmSmSy+EOaIyitQmXx3aGGUGM3g3iW8ge7lEeb6Fr4oUVWFGU+xK3O0XxSGhe+18WlMsdwiuT0iGpQc3NmlGxui4RidVxz7kuXgdISuPJ2k4NL5deK7JfWlX7TQBSy8KMZtVbsWidEEYLiuNAe6hNFRRfu2Z7Km2L/HsfCypux4zE7Mwp0T7GO32Xz2CElfke55TBFx8f4VHmp3OdI+4PL2Eiun+nAK9ocZn9h/jHd2LvLTX/44LoGPfPhZ7p7f4vJwiW9+7Ryd6zKTcgb++QfeSX+3w1+99n288+436EU5Z9e3+a/+j/+MycmSX/r4/8b/1X8H39w7iVIePdX89aO/xTfzBXZtl3+08SF+cOUZ7k5u889338sPL36df7nzHk63tnl1eJS/cPRTOK/Yd4YlLbuqEhHnHDETrtluE9X21PQ0S2aIUY6xi5j6mMIJg2Td7HPgMnZsl1hZenpC30JH5/RtGxvohlo5NIqpzTiost/FYuotUrjjkWfpeUX/XsPq51uULZrC2PCR665XKMhMVzxLL0F7s+LGvRHxULH+hKNsa/bvElphJy3p73bIriSNH3bZkdc0FSFk4HcMEx2ogkZ4AgHmiKUbrpkiugKf0XTPhweKyvKmBJzGgxu5v4+AQB0EmsBhnND/VJDT2xSqlifdk0Fi7XuiPJipD+9FBSFL6NKtfGfxQAavzsxYHnWRkRixYDEboB0fhqS15L7GuF0syTv1+9dWXA/rz2kDA6Up+EUY0k7lflVLknTSgQycvRFWTA3VTJc03Zs2RKsFaKUOUVZQLRjikWvSgSQvU88gkzL4ooTu2yaaeFAFq1rwWhaDeFCxuJPjUhG+qNKBMXIsCuhdL7CxFiaMFjZI4wvivJx3RnBvawJ3PSQYgXC3y5UYU0iBBujezFGFME18JF5v2mlRTWbCVMEKz90bydn0kYGyws230ZNSCndZkfZL4r2p2NCmSXhPDrs6j80i6S+9R42nqL0Dsr2E/Owq8TcusHh9XmCWLMXc2KYzzHHxMrr0WKdRnYpbe3Pc+upximVLa16YTOOjnviOAenn5kj3hYs/XVRy3hQQjxzxSIXdnOfs/bd4Y24V7xQ6ll3J6d4eGyfmUa2C8fPzRBPYHPc4k2zzZ9Z/i59N38WvvPYwvNFGl4qn105xO5+jWLIke6KqfPrGKXhujqwI87AVx8PvvMirm0foLY5JI8tdnS1+culr/MrgAf78H/p5FsyYu2LPF2/fxSPLN3muOMaZh2/yMwcPsFd1eGL7LP/P058K97PcmW0B8IeWv8p8HYLgFacjy65zDLyirTxtLEbByGkJT9BTOqriTLzduBbW3t4uMEoOguIyVuJT0rdtpj7BOI/1ulFk1o/pl21eO1gThs63uf1beZX8h755Iz7W5aJl+2HpzFQtOa//1Biwhe6NiuRAMTqm2H44ZvFlWH+yQFeefFH4z+VaSVEZFr+eEE2lONp0hiHX8EHjax064DpwoeFMxzQ4eIP7Bq9twTfVTFFZY9w1thqwa/HIpjGxUhaKRd8MMmH22Wrlo7JSBM1UikfZpZGb19mZdbGri2o9D9AlIaCBphjXkIZQ8aSYx8OQFJ+E5HkvjJWaWugiSPd9k7dZd+a1QRXQ4NR1GHENDdXc76IXOv7iUIhDgLxMCe2tEDJceeKJa4p0NHbEQ9cwZ2yqsZkmn9e4RGEKh80kIKJqBdWlUYIpI7sFycvUUtSNouqKoKbsRuQrCQTmjWRQKkzpGrm6i3Qz+AUp0lXbEO+XtDdybKqbODuvFFUnCsNX+Xk0tZhRGQafYlmr80qGrqkoLfW0aqiEviUWriTi763yIL6JhP2SXO+jD8bCm++0sCvzgoFrRXJlW2xgncP1OriVRXyakGwO4exx/ETsZqfnjlCeXUdNc3qfe5WNdxpWWkPuPLGFfqFH74qnfd0wXXPs3295+/te4+RiH5OHhTaW4Wu2LSrcsquYrHsO7gB354RLr69z/BMRc88luNJw42COZ28dxw1j/DPzwYrBs7E7x81ykUxZHmjfwF9rYwrF+77reS7cWOOpn3mEuWMDyp7jy0/dR35VMPbR2Up23SfGXO4v8fDRmzy4usH2jXm+sHE3vz68h09sPMwdySbvSDf4G9uPs/2NI/zG8w8y/NQ6b7xylFdGR7k4WuWNzWUuFWt8Yv8xfm5wJ0fiPj/5zH9KpiqM8tyd3mbsI0bekSqJUgPBwUsvMWl3xCKmGLiYdij2pTfkAf6QQl7Rd21KDM5rpl4unkRVGFzIs/SNTwnAi3tHeeOZ4+T5W75wSyFZ+4okdZeho6uHciaXIjY8BXsfn7D1SEzVlo5z+cWKuasijsjnDPkSFPOeuRcTsk/NCYxSU+9CQALMil1NY6tVjnWRb6CaQA/0GqqO/Kmxa13QqAVrKl8d3GCT2YCzZpQUPU/VqvF737BTXCzvuZHR14+PZRiIEiFPjaU34hRXwy0SBOxiKcplV1H2FPmSbyTxk7Ww+BSho69pjUqw89oIy9ciG1szR2aWtjYWyGN4imYYbIpZ5z1d0uSLsjuoUrlvtidDxKIn9Lw6ak1XHhvTOApW2SxLtF6g5NyQrr1qafp3mkahmS9GFF1D1dbBR1vu52KJQ7Mt8TOp7Wslu1NT9iQTs3kdL+pPF4s03ZtADQw7EzOtgr2AEhFRMMUS50mPC/+vfVTq9+IiTb7SkkAI60SKH5J5fBKJLL4K1ECHpPnUmLVz4ihYJ9gHibzPQpDDRDjpaE10aw/KUuiEgN4fNgNONQk+JksL+P0D0ucuE52/hh+NcZMpJz8nxeb1q2uoCvbu94zuLvAKWjcNX3/6HFe/eArlYXxEh8XV09q1RBNPcuBZeVYaEHOhTffIkFvvVRSLMLckJlanlvY4eXaLYt4zeXCCixXRhTb/n4sf5W/e+i6WzJAjD9+mPDfmc6/cw0888lXyDw74k/d8kdP3bdA6PiTb0hSLDjNX8OjHXsWWhv61BfambY5m+zz+wCU+vH6BqY+ZlDG/uf8w3/c3/zxP7pxBF4qTn9B0v2uDP/uR3+TKcImnPn8fVWn47b1zfPm/eTefuP0I9ya3+duP/Dx/6rXfzxGjObAZXxzdy/+6834uVV1+7LU/yNgrai+6IhSQBS087nWT09OFDDeDdSsIF31OTxscfD3qM2emwhxBs2DGpLpkKRqyYMaMXcLeuIVdrND5t8e43xKFOxo7ll6borwn2Q9bsdDdjo8qdr4jJ1+QLVmcVIzP5VRzjtVncpJBUNMFH4xoDPFAusViQTVbaptC1Z11hMCsAIbC3bjuQdNF1xCKMD98k0oTjWYFGd4MtdTPa0KRlGR4wYtrj+6kLx7XVYCF4qGaOQfWxT5g5fhAE0ykeDfCn/C+q/ahBUmFGLTS09oQbrdNaKATFOTLwuLwZsYprzIa6l6Uh+57KM9T+7DYFJIDkd/rUHzxvrHErYMidEmTWF+2Zgk/XgcRTuXJ5wLcYKRgRxMZGtpUBQMpwTKjiWuKZO+aIxm6Gex0qMBXmWr+H40dtf9KnepTZULFa6LnAhxUe6uYIgwaK9908jowTapMGopk34ZcUCM6g0T8VCDQGL18r1VHFhgztY1cHyW8cNtJg/OgZFd6Y9BTGVTKZ1I0Ht02LDCRwXUlucd3Mnxk0AcTeXwrxdcBxd5DVaFGE/wk/H55QXIxux1ZBMqK6aNnUPecZef+jG++cQpyw2Td8eMf/wKr6/tC7Syge1Uzf1EG0wfnKkZHxZa3Xthtopgsa9q3FJ3HtrFWk5wZwgMD7lnZ5PjcAeevH2H380dJ7zjgL7/jVxmeduSncrZ2enzp1bv53MH9/Ld3fZKfevQzHDu6xz/66oc4u7LDvelN/sjJr9Br5bNBvlUU1uCmEYvPaTZ/8RS/9OV3crK1B8C/uvYY4yLmy3/l3XQ2LNd3F7CpZ/+sXFivjde5cGMNnSv8OOLpq6e49Z6IH1l/ii+N76atc/7QqScpvVzULw2P8RNLX2HgMnZH7VB8RfJeorFeMXIiyLEenFfEyrKkxSe8Ls6xqmhrsX2d01MKb1gwI5HI4+jonLbOKXzESjTk5EKf1fV9fjeQ+y1RuFGK0Xra4MLTFRgdV+SLis4NT+uVjMGdFpMrqtd7mO2E+ZdEHGFj3ViKjtcV43VH1ZFpt03DkNDLiZhuv9lPo/YNoYYwamqFmsEejfeHlQXB1CyMwHqxrcAKCbauJpe/G8FOHPDq1iGqXcC060Wgfk2YwSvKwXTVNbi5TWlCgX1EGObJz6LprMDrakaDi4cySDRT+bfyUoizTfm7luLrMnT2zBYWHbDy+iKt5d01/1uXnumCpuxIJ628DC6TAxli1otPlItYw+Q+OA+qsIDJe3NRsIUNw8zGjEopyo5pHA516QVGKXxQdtJY8pYd8QSPhrb5Xl0iEEq9MxgeiySRKLyOKWSwOTghRbmYE7hFeU+8X1KzROrCrJzAJTbRMypqWCia/E0F0dBiJk7gkmGBzaImL9NHGl1aYZIE726MuBn6JEJPi4ZHXlvGul4G3qP3hpJ7OZpKuHEroVzrUR6dQ/U6wt+OxZTKT3PBu0cT2NiSYGTrUGmC9x6Xal79013sd+4RpxWtaxHZtubFwTG2ri+gKsXooSmDe8tAfYRoaEj3ZUGpWlKwlYfBHY5iHoz2/IFzTxNFFu/huS+eIzMl33PfSyIeuzDHT1/5AHbOog5i7jlxmx94+DkmNuZPfuKP8DNX38WtC6uYoWY/z3g1P8Zff+57hEvuIBpq2E4ZlSk//s6vcOcfPs/B3dLd/NbPvJuf+9T72die58/f82ke/389zc2PgFKek++8wXjdo//BKsvJkO+69xWWXrF8+NFXWPnlFouPbbEWDSi94Y5oyP/26of59dFpziTb/Njalym95o5ol3/x6P+Xwms+Nz5D6aVYd7Sjox0jH7HvYtJAERwE727xMXGHYsuixsOk/vfAtRrzqkwVlN7wwPwtjnUPZo3ct7i9JYaTIC5z3kDvKnRuFdjUgPfs3xEzXXXEA0m5SfqK8UnL/n3g0laD6y5eqOhed6hKv0mq3niMWKjd2+pklsNFsy6WNbNEhSFiMxAldIy5dKc1tKDzGdOl3tjUqTeN+E0LZFEsOpQV86G6W1dO3lb9HusC7DWk21p8SsLsojbBAt6kTHQRTRI9SNfojbgPQij2SgXoRbpbCXeQHYRT9fOpBqoBeX4Tkt29olm0qpYwWkAGmVVLNQ54ojpVs/Qbd1h4A8nABVhKUbY1+ZKitekougpnNPFEZPFVppgsKaKJQgc8W3Bz6cJtqhtln9giWGxmmvBmXcn7qiPVsn0noRCbNsAiQo/s3hAfm9lnlvu7WM2i0qz8X5eB2VI6Wfgy3fi4+5BGI6HSsuCOTnbwBtq3hFnilWLn4R7LLwylw9ZaYtNKi20nGKUEp26n6HEuGZcOgUEiA9bhWwlqWoBzxLf6QkksSnynhW9n6P2hCIiiSLpwpbDLXcxre1T3nybaHXHjD5ZwkPCdJ1/jF596B50KJkccT3/1Hjrbct50vpFRtWToaBNFPACcZ7oQQqe1zDXmXlfsPVLx/ccuoPHMZTmDzy8STTzffPJu5u7ek+Yl82x8Y51uX3aWd/W22C9b3NvZ4H3veZn3L7zOL8SPcaLT50h6wPPDkxxZGHAz6RAPPa0tyUi9uLbKxY1V/tgjv83DH7nBxfEq3zx1gvevX+f2pMcnth9la9rFp5bpRodL/Yz5G4rd+wyfvnkvj69e5eC04UtffgD3PQV6r8eFfJ0lM5RE+Ffm+Mub/xHL3zB835/6Ir9v/hv80sHbuJ4vcldrkx/qPc8gyKCnXqTuPVXS0Q7rIXcmDCVdSM9p0dY5JaYxjaoTcw5sRhI6ybFLeSNf5VS6Q+4i3thbog5U+Fa3t4Tkfa573D/+2J8Qz4hAlSrbEdNlQ74gHU+269j4oOPEp2WSf+NDmtV7ttnpdzGvt2jfFG6yCd1sLXYRrwwpOPGIxh+kpurV/9eHWCYuyNNrWt+bbAMOdeYzpkUNh9Rqx/C4Yoaf29Tjg4S/hkXq91AzNEx5CHKpMWczK9LezAQ5jfCIgFs7L2kzdhagYBPBvKfLHpd6zESRHCiBeWzIYdTy7+mKon3TN5+l7pjrDnZ4Smhh6Y4n2w8eIzW7Rs+sXm0mcJWpt9SVbxZLXdZdtrzxojaeskFiPxXmSdWqoRMfOmR5P4Ipz7ptIDBcgmjH+pBsL4U5DvCLDHHlvNGlDNqqtma0Juk+8dA1/iwSRycQitxXGCVNEa+CeCfSobgLvq8tmKlr6IveiNeJSzRmUmHGksgzOtGifXMqjcO0wrUizIFg1jXv3SWmiUnj0PWpSovLEgkWDoZYqhD/lKZLqP/vPb6VUhxf4OIfMNzxs47b70xZ+chNrm8tEl9okd8xJbqeUi5Z4r6h9wa0dsIxCNCj17B/N8y/DuMjiqrt6VxX9G4I9j9d0Oyfg+4Du4wmKcWuuHouviiPH5yF6O4B1es9knMHjPotKBV/4n2f46n+GV7ZOsJyZ8xSNuL5p+7EJR56FcsrA3a2eyx9OaG1I3DZeMWw/cECJgaMp7s24kMnLqKV4+ubp/kn9/8zdl3GX33j+7m4scq5Y7c50howqhLePn+Vf/LKu3GXgrvhkYIff+xrfObWvTywdIvleMSLB8d48cXTfOjtL/O9S8/xeHaTvov4E6/+AX7/qad4KLvGuhlh8NywXTJVNsnyICyUEo3BB0dBJSk5quB/vPl7qJzmJ49+kS07R6wqSYPXJSOXiv+3a/EzV97J3qBNFDku/pf/mPzatW8JdL81Ou66AAWjn2IxAS/hCuM1zeixCdPzLfCOvCedVveqZosVTj14i2u3MibrQhHzVdi11t2smw3dDsMTdafugtUryO9rL+5m+Fj8Duw6vN8GZ0aGjslANRCI8kA1K+wg7BA9pOmC60WhXjzqzrn2RXmT94efsWCawemhw1l3fWbiG9XlYTih6jqS9TH5ICUaJU3xcpHHTOR5O9d983ouRKLVEWZYiVJr357FktmkFvQQgpEFbqkVog3PuwyME1f7hqsmci0ei5qyVlgqCy6EO9fqzHgshaTmfNfHqC5OYosgeHXtdz44pcl2fFgIddMNgwQZ1xTJ9pYjmrpwDEJyvXe4WFOlitj55jjrSoabBIaKGF75GbzmaYq2izXTRUO2p4gHJd5oiuUW0aCgfWPaeKIo54Q6GOmQci/WA2JgFfDt2IT0HCVwynAiFq5YGW4ecg/0VYWqpfHGoMqK0dGEhSN9rvxEiwdPXOTmcI7oYsbiq479XLZy3WtGjmXhmSzphm2VDHygbyrAs/SK5db7ZJHQpZiNDU9J6Ef1xWWiBKo1x/yde+zM9ei+lpDcs890kgiU+JV5zn3PVVpRyVP9Mzw6d53Xd1fY/c1jXL3DsnBBoUtFth9RZUssJ4p03xGNrXDONz3Rp2MOzmoWP7jB+FeO8KXs7UQjD9+3w5+99MP873f+HFd/+xT2VMGlrWXOV2vYacT6wwe879QbfG77fpRTHDmyz69ceYiPnjjPL3ztnfReNyQf3ebH3v8l7slu8VOf+0/48fd8mV+58hCffPQf09aGfWdpK8XYQ4LFec3AxSzpAgdsuRZ/89r38JdPfYK+a9HTYuplUbx9/gouFISOzhm5lGUzpPDSifddm1+8+TZ2nlkjHijyed/Ard/q9pbAuGcJ3FD2YrkIwoR+cH9B78kW05Ml7atRQz9L+pLBePnyGguvChZeC11gxnbwhmYoKK8lf9cJNrVPSN3VytY+FKDA0KlhEfHWDtj4oSFmNFYN1NEoOw8VVuVCV64FWgEaW1gXBew7dLp1110X7DqQ2OQyELXJoV2ACzuGWApSzUevdwW6lDizdNtQbLRJbsYCcaiZN7fXQvHzEdiWomzTUAarVsCbtcjhq0weZ2NF0VWzQt9wpmffVS0Gqto1U4NmyIiv6YhOhpVBwZrPa/J5ue94TQZ645WIoqvDZwtF0yFdcUt+bms6X6AOLlywZLsyrDs8t6gX6/r/0dRRtaSw1wPRw/j7mxS7zjfBEE2jEYaf9TlcLEgfZHJLa6sE7xs6oplU0vFXDm80LpVItnooqUr5uZwb9ZYuCHO8R+UhraeW1CexUABtkLlGBpVIRJt3Thgo01xYVV6htRNDf+2IRorpgsI9NmB8tsTk0L3pZIEN52m2J7uvZODoXfbNYrz4sihuy46mf5cmX7bU9sbpnjRU06eWMa2KaATVC/O4UlP1PAuvV2z9q5Nc+NSdXPiX9/DPf+Gj7N2cJ+17Vp7SRFNIRp7pouw+OhsV0cQ1vjU6BHqne56t/S42UyxcqGjtOIbPLtOftvgzb/wwZz98GZzizMou60sH/N6HXuD9c+f53Cv38Bc+/En+++/8v9h/co0fPftNnFf0zsucQ//cMhfHK/RtmzN33ubTt+5l79Ycv+/lP8yutWwEyt40nEQ7rsM/3Xlfk0LX0wV/7fQvY1H0bYdxKCDOax7JrvJg6xqJssSqamCTsUtl2OkNy9mIclEW7Gq5amrMt7q9JTru+qJAgc00ZUfR2nJc/w5D0hszOhmLOKWC3ftVCAX22PkKlWvaW5bB8WiW+RgKnkIgwqYgT8VsqbFaPWTXWnOnoRb+BOe8ulAfCv2toRiNdOQ6FGqvD+HpoaN2sW+42HVAQwNF+BAKTIBYAqzSZFSGoacNcEdrS80+FIcGoDUsFArp+KiidZvGsCntQzIQ69TZIiVF3Wa1A2GQyhug9CH0YAYbCQQjRb02dpLFRTjfNdfd6/AWQ5K8yUU2rzwUXUV6EC5CKx2sjSHrB3m8m+0UWjvCWKlhmcmyFvOrQ5hyPh++u7LmmdeBzpDP6fDYGn5SgY8cVJ+HfiZzDRUEQiYMfAWnti0dOPCz77nKZEiZDOsCK0UcAqTiEY54CEHOlxOyTdsENigrRdq2NNVyRnxQoivH4HRG78q0iTKTgxyI+CCKSyWSeFU5KLXQDUsp7mKqblBZSnlknth5eldLrvTbLCwNefHmUbT2lOuO0T0Vj6xt8nK1znQlphrKTqe15xiuGw7OKBZet00jUPaUHP9EdjpFzxCPYJLIe9u/zxLvaVafsYEx1AaEzZQ+m4qhWayIRxJhB5AcaObekMF1lIt4rj7XkpFrirWwksKxUzB31dH+Vy3wVthAaFafdezvr7F52pLdNqzc9Gy8cBqA31pe57fuO8d/8Y7f5iOd87xarKIL+N7e8+y4Fl/6+J1My4i9ScKPrX2FWFn+hzuv8mdf+xHaK2P+1rmf5+/ufICJTVhNBlyfLvI/HPs0WVXxkflX2LUxS6YkwzL1hp4qORNvU3qDVo6OqigwzDFtvLsFZpmwY7sc2BYWzbsX3iB5xPLE3FlWF4Zs6G8PY78lCrd0KwllV9O/S9Rsg5MJLrG4zRbGQbIdMby7BKeIF6bYQSoHc6HAxsksiiwoGBvlYri24oGwKvIl6VLrzqJmAxzuxGqc9/CAsVYs1li0O0wFDBxwuSNQQdWRLEtJrXmz4pIAfehC0nh0rprdQRPo0Jo9xiWQ7Iv4QYX3W6s4a//w2ruk7IDXHvSMXliFQIW60HoT8PcA0zRD2dpTxQfflUDlq3cMdedZd+I67NZramCdIu8iKdpVCzo3pbAW3aB6VOIAWfZklxSPPFWm39St17maVfAe97EwWfp3aVFxGkW65w51xmIJW7V0cz6ZQjrxKHjYKOdRTrBuMbGaLULOKIEILCRD2XlEU4l362y4cLwE900PLGVHNyrQWu2JF3aLqjxR4TAj8RafrqZkWzlVLyYaVbhYY6YOazQ6r0jrpPhYM39hFLprK2Im73FpLDTAXoqLDSa4C1bzLXTNRAEp3lFgpGQJ8ZUt3PIc6eaEE7/c4dp3z/G2+y7z8hfugrNTIuO5+Kt3srDl2XpXRetmRDSVBa93s5IiaoR909qxtDc9VSfw5JcVc5cdLoJsx5DtVegywsUwOGUou9AKUXlaBImhwBKGt0E+P3Wh2ZLzP92TbitVslusOf71Ma3pnKryRKOZ+6MNjUE551GVhIYr54m2xGIh29H07wOtHD/67E/wR+/+Cq0tz/f++p8hXZk0degnHvwqW9UcTw3P0jIl28+t8YMff4I//Ct/guVnFbsPefx6zsfOvcqugxt2np6ecMPO86nhSd7TuQDAqh5zuVzhZLzTpMM36TleYUP4wo6VVB2rFB3t2fVd3rNwkY+9/WVeGh/n5cjy7W5vieFkdvykP/NH/xzFgpwMC68qFi4UXP9YQtV2JH0t9L71nOhWijsp2JGJLKv/qoUzivGRGW2r7p5tFgrgVAppuisQQEOxyw69ibpwB4jiMA4OMzbHm4yp6q4zdMcw66rr1BxdCF2vZqrUPPHDQ886z7I2k8KDS+UkjMZy37rA1oXfBwOsmuooi8rsJAcaGXzdZSrrZ3TIhkGjiMa+cSss5gSDznb8TA4fimqVBerhIVipZnDUna438qdsK5KBD7BXGAi2ZGA1XRaT/sWXA5sodL91uk88dlKwI5phZJXN6Hf1cFNXobjngr3XsIVNQgaol86tSmdBDvVNZh0BBqkCPBSrZiFACYtBlz7soPxsFWe2wMnCJkyY/p0xc1crkoOqCYz2wUdFqEPSkavKYdtRY1qV7EwaVo6yVvzDF9pCH8wrUVwWFWhNsdppCppLNMntIVQW18sw2wf4LBWsPI1Rk4JbH11j6dWceG/K+HSH7Qci8hVH7w2xGjBTz2RZzLHSAyvUzWlgEwXKaHLgGiOwomswAQvXFaQDgTSn80aUlEckDKWz4ZrvSYcZTu01Ew8dxZyh7MjCXHPz62INEhytrKdYSIimlsmqXDjOyHuLxoJ911x6kzvyhYgqVQxPKFwKi686WlslVUtIDpvv9nzPu57lN8/fjx1GxDsRykJrU9HadgxOa859zwXes3SJv/f0h8m6OZOtNj/+3i/zT597N//vd/4ar0yO8b7ueR5NN7lUzvFqfpSxS/mRuefZdeIaOPUGg6cfMiVLb7BoEsSIynrN2KdBAp8wcBk/ffn9/JHTX2XsUrRy7Fdt/s6PfI3Nl3e+5XDyLYJxg8080VBjJoqFiyX5YsTqo7fpnByQnyywbcfiV1JatxVJWtLrTuh+VoxHqkw18AXIkC4eeqIhlHOOfMmTnyyIRzMMrx706dpsqeZy2xkbpMGKDz2mhkNsCuW8b7Dv2jSq3ppHk2AuxazIHxb+TNdt4xpYwyw1/1uHYaAJJlAmp9kZAE0cWJ2KM5PuByFMYE+YwgffERrZsrLyfLU4qLZ7Bfk+kr6nHRKIfBSohGFgW1u61t9HLc8X1eOhhcUJO6GRSge+eDySYV/S98yfp+F720QFYY4MMnUlUWfOKDGcYgZj4cUjQ1Suvrm/TXWT4FMXCOU9k2XNdEmHTi/AIrFqdki69LOQi0NQio0PWQSYsIOoI+gaL/FADyw8unAsXCwxUylkeHEybOxlHZRzIlF3iWnYKbpwuMRIoDHgMumw62M9cxRM8LEhX4opuxHR9pDk2p5seQA9zPFJjOumUrSHE3wrYf3LuyQ7Y8zmHrr0TI5XzJ8XH5LREYOLFcnIydAZ6NyypAeWZF9CFqLpbFH3WjFZ1dz8kDRAychRtuS7LLuK/kMVNoX2bSfWCLEMoGuII923xCNHNLHEY+nkVdjN6GAXW88bMIqqF4OCKjPc+oBndEQTTwQ6G69F4dqwpDt5mCsUZH2LS8S7vrYgiEcV2Z58Ty1TEMUVpldy9GuWcslx5AevsvFhi373Hnf3tngku8offezLZEnJmV923Mzn+cqH/w73pzf47Y07+UvP/xB/+o3/mJfy43x6+35iZfmpa9/Pkq5oK2GUvFSsYw+V1wU9RSvx3Z76mMIbNsoFBi5j6mJO9Pr0zIRYVQxt7W3y7TvutwRUEo1h7iLs3y3GUWXXkO5V7P76OtnHtxnHjvS2wSUwOeIpDzKKrMK+s2T9sxHxxDdimsYPu4KqC7bjSG9HdJ9KpVDWXeGhbtnWniGBUdFwpfUMY66HhF7POnK9P/Pg1rUxVSjAxbxEmJlp8PMOWHrdsae3zYzad6ijrjH5mmde0wrr1wcaGXrNlbYpFPM0uLbyM9hCBCtS1H0EURi2eWYLRW01O11WxKFLJrBoalbIZEXT3nKSBmIgX1LidVII7a7KBN4QXF41r6espBZF4xlbJD0QWl/NbqkfL0wT1xwfr2G6EHwfxr7hD3utmlT5qE4BqiPPtFBCa6vc6aJ0gZ3bYdGqZguVsuGYm5kStMpmFgk1hVGSlFyQ/Gsmq5redRfgF3nNci4iHkqxK3ox3kA8sM17c6lmeDSid70SpkmAnaZrKUlficIyNYEiGIfFV2AUVTmopGvvXjyg6klXDQaMpg5lUOMSs7mPb2fCWtkbCPd7OsUbw3glItmF/oMONV8wvsMyea1DfKBobXu2H3O0bhlWXqhw6Ux4FY0sZS+iaitJmyqFspnPaQZn4OhXw/32TXNM6mNatRRp31J2RU0KUHUM0chiW8IEM7lr6JY016e4M6rEULUNrZuG6Qp0bymGRzWDuy2tbbH6NblDW1nM83lRe6b9oLgthSVkJo7sdsy9rVuUdxo+9avv5OoPFfyV9/4yj2dX+edL72ZoU97ZucTAtXisfZkffeQb/JO/+R4+eeUBLqx0+SuXvp/h544wf81xZWme/+nh08QLU9pRydefvZv94yZ03BG3ywXOxNtN+vvUm8ZMqoZPTsY7DFyLwkd838pzDGyLsUvpmmkTHPxta+b/nQL7H+qmgJ1HPL1LmmIOJmuGfFGM3PXrSyR92ZYNTnvigSK+kDC+C1QkA48od8TjmdBjcFqTL3iyHehcjsi2PcWcal6sLox1pysUrhr7FahAV8EjGxrlZG0K1Sia/KGg4UPcYil4Aa4IuLYqRXKvK8GqdY2Ph+JWP2/D1w4eJbW4puabHxYKmZFvDJoIDAhTSAfcLGK6XiwkLUi6X98Mgervw2Zieasq1cAx9dDPG2ESyKIgWaDFvAevSJxvfMvLtmqe0wXM3OTyHmqs3it5vESmhY5Sz4aMMPsu5bPJfZQPSs/DyF7orCF07blQ1HQ5Y7C0N51gs7W9rT0k2TaKsmUaeKoeiNlUkQxcs1OQxVnYHPKcQmNUWmFs8BF3StLrA59cOnkFFUTDAjpxYwPgtQQcu0jL/SsXmgKFbccUCwnp9lQofkY3cXSqtPgkIt4LPG6NYOLlIc53LMIbH0fyc+epzp0gvrFL53bF1nsUf/g9X+GfPfleXNfzp//jX2fsEv7hZz7KuQevc/yd+3y9epiF10WYVBdVXQk8AtC5qcgXQDlFawN04ehuWPoPKXoXDKM1E7jXNEKleGQb+wRvFDbTzRC4yrTsogjndxUW4lji6iYrCdrC5MyUbZWS7gamVM+R9gUucV5RzBmmS5rF86VcC7kwXqYrCcp7Vp6v+Gt3/F6U9iy+fZv3r93g6eFZ/rsnfoDvf+g5NqZzPBOd5v3d8+Kb7Q3v757nxpEFvjy8h9ufOcHi67aBe1ARuurw3Nz9LH9om5eKdc7E21g0j7cuATAOBXjHdTB4DlxG6SNiVVFiKL3B4LhdzlN6Q9fMKIT2dwFE/q0wbqXUZWAAWKDy3r9DKbUE/BxwBrgM/Ij3fk8ppYD/BfgeYAz8uPf+m7/b87dXT/rVv/WniLbkQ979ritc2lom322RbUQ44ykXHN//3m/wqy8/hLmRsfDQNg8t3+LzTz0AcyUPnrnJhc/eQb4msudooGndVuRL0N4Iyj19qOhCU7zrxa2ht0WzbrRmmDRinkiKbe3JUXfExYLAPem2amCNKgsFOfZEYzV7TWi62bq7jIehSwxKxNpD5LCrIYSCPfUNe+GwStBMA0UtFCkV6HD1ELX+LDZVTcGrKY42UQxPeWzXMf+KxHt5pUiGM0vXendR/1+8R2avWcNLOjxW+N0ypIzGNfavwu4gMEbUDMeuBTYzho6SIh86OJgV9emi0FeyXScLTFA3znDwsPD6YGNbzRa5KqgtJ6vSaQolcfY5YQZ91d23Djj48Jhm4VKFjaWQS+5k4JGnoYOcOuJxJTaxh7o+ZQWXlt1UyLdMBTZxiSYalSL1n4tJ9vJZ3mkeUujrW2WFChiMpShKcRSc5hKFVlaST7nUxWzuk9+5xv7ZlIM7IbrvgHG/xemT2+x8+hit79hit98laxVMLve477ErZKbk1a0jxL81L0yTXUvSLxmeSBke1+JsaWD+As3uprVj2X4oYnK8QlmFXspZ+GyL9rZtvv9oZBvbAGV9o3aVAW9g8QS8WvkZHbPqiDfMaF0YP92bFQenxcKgs+FIDuQEL3qaKlPMXSkaOwxTOsZricBqY0vZM0znDcMTio/90FN86lPvoFgUAVLal3CI6ZKcg8WCJxopbOaJzx3Q/uScmKaF2dBhH5/RMc3w7RP+zrv/JR1VsKAnHPiUjioYecGxYyy7tkvPTNiq5ujpaaACRuxWXVJdsm9bZKpi7BL+tx/5Kjf+PWROfof3fvvQ//8i8Fnv/d9QSv3F8P+/AHw3cHf48y7g74W/v+3NlJ7eywndG47b74RxmeBf67J4U3ikZVtxkGg+8eLD+FGEWynZ3e/wuZv3Ea9McV5x6TfuoLvpsW1NOW9p31IBg5WiXbXfPMir1Y11MQPAy8GKD2Y+1VLUeJOHh6+Hm4HZUftkF3OHeL11wXcQ5zOHPeVDRxHNXrdOrxFFnxTAKqnpiB5d/I6INkuz1ZaFRgaM8OafT5cU5Zxn7lJgWEx9w2uvxSp4IBSf7lUVtrE+MNB8MwB18Uzyri1NoZOLUi68MtD7XCTQg3TmSpggKvi5BCGMrkQ5WcMfINxtZQUW0SWCBASMXpczGh/Q7C4Ow1qz3xE8ylXwR5HdQC3d15XAH7U/S83P9lo1yfT1sanhKG/kfnNXbBjECkxmu5qs77B6xjAp5kyDUbtEdnGSDC+YfRlUmXX0mQhyxFFwcCZj/vWxSNkBXbmmaPuQUi9P7KEssEtdovEUYieFPNKQOzGmSiKKe45wcDphuqoo5y3lrS7rX1XcfPgo5R0V7iursOixwxZZAS+9doK33XeZe1dv89ypObSF+FlFlIjwrbXlsS0FiUTWjY5qHvjBV3nuM/fS2vCke5HwvLstWntiDVC1FU6JLS7QJAhVLbEosKmmclo422Ghs61w30FFhPjGLL6WoypH1YlobTtsouhenYriOrck+4rpaiLnQSE+IV4pWtvSgWM9iZXBZtlJmNiEYtHSvh4RTSTZSpeapVdDAlKqg8WwJX+6y3RJmoN8Tmyosx1P/z45HPbIlI/efZ4FPcbgSZUVq1YtPO4YSX7vmQmZKunpKSOXUPpI4spcQjuEDA9sRs9MfzePqX8nqOQHgA+Hf/9T4AtI4f4B4J95aeWfUEotKKWOeu9vfdtn8rBwsWJ0xPD4u17jyfNnaY8VZRcmRxTxASy86omeTfAGJisRZTfBTGF00hAPFEk/4KxTUNaQL4qxU/cKjWugLmlENRAuYlt3d3KxJv3Z9rj2qTB5KN6h6BLgDV0G/DoCHLRv6ZmfSD1JD4Mp7XlT8faeJuHdR6BzWcAqak+M0Hkq1eDjEAqKmnWnuvL4hIbz2igUE+ni41Hwz64HmwV47RsqYS1CQjMTw+jZ+0aDDS6CohaE6ZLEl8GM2dEA56rudBGtSA0J1budgBu7RLy+894MX073vVwU85o6qq32Tp8xZWohhjxX3VG70AV5LZh5LQqqMi2/M9Jht2+7ZtDZ2gkwS201W9sMREqsWDM5nlHu37QbcLqGYmrGzExhaTMp6FVbEw9CkY+0YMZhWDZa14yPwuIrmrRviYP9gAJ618Si2KcRxUJC68ZQMO/SUs1lVN2Y1pU+rp2gxwVmfyJinLJienqR7PIuNfsl3uhjOi36/5nF7aV45THzJft3tuhcF0iy7Hlc25EnihOfd/SuGp4b30l6ckj3umL5Jdm6V5mhbGvisSPpG0YnYbKsKeY8D/ducPM98xT/7AhVhhS1PReYL6ph75QdHYI4IoEamoG2FNMZu0g3BVxO+tCQ2Bmzp71RhB2Uw8cSfOFSg5mImyFG0YRflE5mCLH4H7lY5i+V17z9oUs8v3ic3GmOLu9zY2GR5RfC+yoc5VwEHlrbBdEkwuSO9k3L+FhGPLBMV2Le+8PP8HD3Oo9mV8hURekN+y7lf7z8XfyJU18g0wULesxOkMkPXKvBuSVCzXIi2eV2OU+qS2JdMfXRYQ3fv3b7ty3cHvi0UsoD/8B7/w+BI4eK8QZwJPz7OHDt0GOvh5+9qXArpX4S+EmANJ0nGlpGf2DCuEpQxjM5agOGppm7amXKH4Zm42Oe1m0lUlfjMVNNMQ+je3PMbkyyJ63X3MWa5hUgCTeDHNqbjsFJ/SYvkHroWItOfBiWwAxXrrter2f4tQ3dsNeCY5vJzIWQMEOqhTt1tww1V3o2HHRByFKnyUgw8IyNkgTxSm3gXyfPyLbeNxCNsp4odJdSOAixZMyYL4pAV4PpEsRjJGBYH4JmlLwvdQi6QIVEHS+Ux7KtZwk7NRoUvjcXy4JUhvg1F3DowyKixg9FqZAgDyp02XU4hUsEYxboJwxeA5OnaklhjnLfLCxeiae7KQItM3ihtLZmMmKTO4qeDhFrUnBbO7JdF39wEYIlw0BlTHUDS9XhF4LXyoJb77SqVAmzIRIcV4cOPBrLsKzsaAanoVopKa/FZHuy6JpcinwdOOwjJRmY1qOsJV/vEI0qkn6OT2O5T2yo5jKi/pRr37vEHd99iTc+eQenfv4mTKaQJtz82BKLc9tsD2K6F2OikRSifBm4d4irDH/0wa/xxN5ZXlw4BsMYKsVkr0V+h2PusiT6FPOGwRmFqgzdG8GrvPDMvw6/dPURJkVMtKzJdh3a0rA4ajjBZrppOKpUxEe6FPWrTSDZd+jKUWXSpfhI4dCiPwrMnJqlUztg6tJRduOAw+vmuDbQlA6LanBbrDqRdPeZIu179vI2d/c2OXb3Ph+ae43P7t/P5jNH8EYCMKJxJdz71KBK8aHRpQOjaG0WVG3D0isVX/j0o3z9odP8t/ftsxodhMCEmB8+9g1OxjsYPDu2g1EuCHAmHNgMozyr0YCBy5oCPrQZWjmc1/9eOu73e+9vKKXWgM8opV49/EvvvQ9F/d/6For/PwQxmXKJxr/W5frnu8wbRdETW9POTcEfJ0tSZMfrwm22CYwfmzLfnTBaTilHMevrfYon1gC5gCXLULaqgHSVU8/4iCLZl6JVpwPVBaTKaOTbIB26CkXssNKyDjhoYJTQQdewhnhoiLlU1RUpsItCEAMBHgk7gZrJ4gIH2kUzvnTt94EK6rWRFIqyK780uW+27o0hUqJkKw1vgleaoWy4qXBRJQc1tEDA/FU4cUO3qwK8Y2a4ttDgwHWEYVJ2oXvNN8UNaDDKGgKSYZe8h3xRNdTMYi7Qxg5TNWsv7aweSM5w7HpQDMKa8YG3rUL+pU1CilIY+hZd8cDwGmwHkqGj6OowdJaItngksJDPVJM/mh64hp8eTYUnXmW12lLOqTdZKah6YRT2STSV1alml9Rb74XXoLyZkPZt2IkovDaCc08qxNwZdGGxvRQ9rSTbs6jAgW3F6FIGb8WiBDRMHpjw4nOn6QD56SWS631IYg4eyYmHGe976ALPXL6/yW21iRcSh3b8o698iEfuv4IfRcTLE06v7nFrf46FkxOGrx2htS2zhmQfsh0JhW5gvsKzcWOeqFeSnxBMuL0tg0icp+oabDwb+NbsEV0IBKGsJzKqsc/1RlFmIlLyscLFMm8xExcom44qMvIdeQ9azUKdJxUq5IDqwgrtEkkgsqmWDrpjGJ4wlB04+PydnH9wlcl2m/s/eJPX9tfoXFeNWMgbTW1bUMNpOq+oekmAMMVsbP1Jyy29yOt3HGHHdsXKVZf0jCglXeBtT0NSTukjlqMhfSvFwHpNR+dMVUxbw8BmuN+13/63LNze+xvh702l1C8B7wRu1xCIUuoosBnufgM4eejhJ8LPvv3zR4rNt8e4xDN3uWK0Holb3S3N8DhsvhdIC9QgYvlZzfZ7KrrnY5JXW2QXU8qTmvXXKly0gl+R7nF0TE6WznVPKYZgJAMpIsc/co3NXzspF389aDv0PdVFwSXBvrI4NAisJfCHIs3kzuAyGlqfTWk6YDMRvB0/C2CYvcab/6+bQjzDzg/HoU2XId1TDbRSF3tdhBPLEQQaNGKYRmhiQyhwEJk0oqJQaGs5dzzyjTWusuBTMAH6qT+bLmQhEa/smUCm9k6pcWRX7y5yTzQJqstENTsAH6mQoTkr2rVbYy3eqYtiDeG4MLTVtoYrCJ0YsyIb1Sk+EsyR9V1w8Zt1i4Jp0xT5ei6B9zPuPDQDqDpLdHDSkO4Jh9zkwraR96ga98PGypYZ3l43A53bFW5Pybbe00SmlR1NvO/QRYVtJwEeEChA5PcxkyMp4zVN95alSjVFTxEPDPGlTKwN9j23/lROceEId/78gOR6QvrQmDs7W7x0APOXS0kOyjT51Q7rXwtc93sizFhTlW3S9S1iY7lxc4lju45o7EhNDX8E6GjHo3NPvmBYfCZifDQmP1IR5TO/cm2DR3rHzOibowofPF20deiBk1i4ltD+6uFuHVRtJtLxyoEQGEWHuDdC8dSlE2YJUVPEq04k538urxlZ+Y6z7YLJSsbgDsfyNzXZ8x104fkHz/8AKOjetNTDY8Iu1uQy2CoWIqqOId2V8JZoYqk6ip37Y9I9+Onf+BiqgnLB0lkf8cfv/e03uQD2zISRS8lUyY6dY+pibtt5AF4eHyPSjp6ZkuqSTFX/blCJUqoDaO/9IPz748BfBT4B/BjwN8LfvxIe8gngTymlfhYZSu7/rvg2wsg4+qHrbH7qBC64xtlMHPU6Nz3ROKK1o8OA0HHs0xqvHfHYcePDmsV7trl+fxe9lTB3UYZikwcmrP16Kh3lbUfRkYHC8E7Lzq0VzKpQCwkFTnnprp3xmBAZpEs161SZdcA1rPImPrCedV/KBbFK6MCjIMSpMePmMQH3tkGRKEPLGaMk2ZeCWnaloy3nHdmmUCaTA6EMCcNlZtTUuAhWvNmhsB6UjgLUALiaFnhoOKsCvU9VUph1wL1rpk1TPOOZfayykO4zK64EiOYQX75+fq94k/+1DmrGWu3aQDnBTKr2CpdBcIBInCxatdxfOSmeNaRUy/tr5WPnlmseI4ZUHuWDe2J9XOvX91AHLdS5mTbYwkYumBz16zQjH2iQIf3cgArvO8od2ioOX3112n0ykGIon0vsYcVT3EkH2U4o5mNGRzLaO5aioxmc0qy8WBGPHPOXLMl+gaocxULKjQ9m5EdLkoOYoqcYb3Zo3TXg+n/tUS8olv5Rl1/+zx9mcJ/F5JEwRbY92Y6wZPbfVvCfrT/Pb7zDcWVvkVefPo3tWdKNmI33OuZej5m/JA6FZVfLzin4nE9WZSe89kzFcN2QDCzRJDg6hi63bgwkOFoFPFuShGo4r2rrBkarfc0b87masaMVWNC5nQ1p/Qw2LLsR47WIzm1Rq/oq7NxS6drRsgscHVU8/PBlLty6k4ULOTYzLL1qqdomwI+SEYpWqMLiKwm1aG3k2HYklrvhBI6GJdluzPyP3uCNl46xdF5RzEeo8/P87evfw50P3OT3rr/AmWQbg6ejcxJlWTAjdnyXf3n5Heztd4guZuTrFdFexPJDW3zo6Ou/W8n8t+q4jwC/JCw/IuBfeO9/Uyn1FPB/KaV+ArgC/Ei4/68jVMDXETrgH/k3vUCcVIyKhGRf1FymADNWHPnYdW7150i/MEcyEEwyLmC8otl9d4nej3Bdy/b1BTAe27PsPS7bTGU1ZVsxuANUpbEtT/vcHkeznO39LvGBontdcG6UdNe6UJhqlmBeb+tdHAZXBDhDyd8NZFB3luFcqtkmQON74vXs225k5xaMnUEhXhoOqrYMFsdHFbblRQWWA/uaZN8zPCMiFzOdFc+mQw4LkYMGJqmfvzGMcjL8bAqxqUOHfSPZr7H4qiO881o8U//RxaFia2fKzAbmqe/b4O51Jz777C4MTVUli208lq48mvyOEORIoUJh1NIQBdGMdHE1nbDucqtMNRh5vSuqsuBR4me7DxVojDXDRuEbZohNdcBnpcOssXAXzbr3mtedDlzzmrOCPguTECvZehZRQ07ByztVjI5EtHYcdl5x5Qfg2GelKKQHjnSnJD7QzF8ohGniQBeVMEymJXa9zdnvuMz5p0+LR8htD8FxcnyQ4U8UtH/ugPZPlVz4owvsfWiKuZHRuaboXa/o3xXxsQde4f+49B62b87TXR0RjRWdazHR1HP8w5epHtVc/twZll+SL79sS+BGjU/rSlhL6YFvhnouMugi7CimjrJnmsZHdlI1a0Ygj98JtJpJhYt0OFek49FlWGmDR4k34ryoJxVeaaZLIsePB2Vz3oB818o6im7C3r0xLvY8//wZVm54Gms/JWwXwcgt3oSBZxYL7KKQ4x1cS4WrL7F0CxdyNn7rBP7ugmQY0b1V4WJF75pi8+JJvvrDY+5fv4FDU/qIAy/p7+enR9m5vEj3kmH+DUvZEd+X4YVVfv6BFabuC9+2Zv4bC7f3/hLwyLf4+Q7w0W/xcw/8yX/T8x6+lXnE4MtrLPQdw+Mh2eT+IaU1KOUZvW/E8Fobm3pOfF4CA1pzU8qtHotP1tJXmKwoRicdSy8oDu4QXLU4WrD81ZjdtzlGF+eZHB9TbbVwi57RGUfrhqZOZDlsvsShwtHAGnUy/CEnQeWgrJkqoSDoUi7gsi3/Nod44DU+W7VFlsuhn9UF30xhfNRTzTmiA8344Qndp1tMH56gq5awaU5Zkh1D+xYBM5xBG1ArGxFMNFi4iqd0yKQMXVAtNc8XZCGo2TUinvGoaYBBAjxxcAaUU/SuePIl6YDjkTgL1lBKlc0w/mJeLGFrTrTyNEwWM51h+sWCLIRl59Aupx7matmV6BLKMINQ5ew5m/ccqQbGMsXMKkCEL3KARLofFJ5BLBTl/k3BDPWxrMMV6pszh7DduuM3s4Wvbq5r8ZD3Uhhq/riN5H2Mg0+HLgKENJaBWzxynP4VSHfHuNgExpEEFqsyQCYGqixjdCIjn9Psfiin+6tnWNrxbL/D0rmhQXt+8r4v87986eOYoeaVPzdH+2JCtVrAKIbjU5KXM8arwov+7BMP4edKlp+K6J+bp7MjqtjdD+X0rx7FDWM4XmEv6LBLELHReFXT3vTEY2HqjNY1t9/nOfqFWHzUU41NhOYXDS3VchzYOJaqJVAGkSIeVVilZ1RMH/Blo7CJRBQqB2ZUhrBmA1qh8wqno6DS1cxdngbvkkN+5mHgW/ZipsuG8RHP6jOe1naFmVpsamYiIztLKhLBlzyPD0Xbtkzg1RtZPGPJMdW5ZeWFkuWXNNntkbw/pSi7EcmB5qkLZ/iPVr/JghmL8MZHaBwr8YCFU32Ka8sAtDcrdOnoXYf2tuLm+BAF7nfc3hLKyWgkbmPjFYEBbKJIEsu1S6tEA0PVtSS50PsOTkUk37XFZNgi6SvaW5UMMiKFcobedch7ULU9kyOw+PVYiPqXxbUsfbJLti1QzM5jYjtZdoGwra/a4iJHmO9JJ1ezGzxV25P0a39oef9VT4Q3h4U83r85cYeaMx0KddqHWtVYp9E0vtTLnnKpYv6FmLIL6nLGdNWTpCWt2xk7b7fouRK12WJ8VIlfcqDM1UyTsiM7iKoN6V7YfpbislebWs2sZ8U9UVcyNKyVhyhhhSShSOULiuJ4QXYlQVnItgNUEp6nZs40A8ZCXOLq76T2XlEBX65hp2gK2daM6lfDSbWas4aMahaPFMx6ZxQk6SG/UjnpfG1Cw+GufWlsLFzysqOaQi9uj4GdE6hpVUsweB227FUaGBGB7+61yL1dGGAq64kCzq8rmKxJ2n08pGkG6sGsKTxGQeeWXKS1+RcqeIpPXdNJRv0c202YrGf0XutTtVvgPdc/0kFXsiub/3qGyT2j44r4QIuo6HLC/jvarJ/eYfj5I0yrmPf/0DNsTbs8f+0Ea7+aoivHzu/JeefpKzzx9D0k7ZJ4FLPwmqK1Y0n2K7J+8ApJFfmixiaebE/k6yZ3JAdyzk8XNO1t8Qh579te45sb97P2tAssIicdsPe0HJQ9A0iWZzSR7jVfiEn2g0tiJIWw6kSCLStwQT0qw0IZ2lbdGJsZKbZhOO+D8GyyFmPThN7VHDMJtgGeEGwMab9E55Z8MSEeVaJi1abhzssb8ZiJxMu5SKOsI6ptfBW4LJb769D912KhXiIURa1wqSJfUiytDNio5vls/34mNuZ4q8+8mdAzU/6jM8/xa9GDFDdXSffKRiUbD+zvmvL+lijctUd1/x0F3cUxxcvzFNttVKlIdxXzF8TXo39OMzni2b+5wPqJXYZVlzJgYy4WpzG5KZZeULR2bSOrdpGif1fEwusVVUtTzGtUp8Km8hXEA6HmVV0wI5oiC9JVVR2h+cUOfORRuWok8dEwYM11bJmZPbZ+fFQPMuUapVYZCnUuwBZBhRkfKOzxioN7NKpUxIPA5X52jukKZJsR5qq872xnts0se/LZlfN0r9NI9Gt+d3NThzB2pKjVqtBa7OIi8R6RoF3F+GQl6rJrCfFQClb/bkO6O2ON6FKsBdK+bz6/V7JwRRMaLnTdRbuYZrdUwxwq0CJdIove4XAMauZODf1ohPYIhxYBeZ6Z34lqOn1TgPIeU9SJODS7BFOKgX/aF7jGxaFTD4t4/X25SGCPsi0d2nQxhDmkiv6DFQvPRxI4PJDnbW9KYa/l/M4chmwOvQ8vXGYbqHKD4xGt3Zjxiqb/kEO9fxHXtZiByOrnLs52B9PvPmA6SnCFIV6c4J+Z558++26Wl4fgob2h+K3X7qXVKZokNK8geaXNM/EJHnz0Mhc2V7HxjBFiMxkyTsNC7pUwunQlvujeyPkxXRa6bt4zch54TXnfmPLVlHgohlI1l91rgU1sS5McWKJhSdWN4RBPH8DHGpNbcVhMxcYV5DpxsZZu2omJl0sFGao53z5RRFNH2ZZuWUzUNGXXEI9DcHaAUuKR7GSU9Zhh0XTQaCU7usrhghDIJeK1Eg0KCIEeEJol70n3ioaD7pUSY6x3G+559xt81+rLXJis8dufeZjODXjiLrnw7nzbdc70djgzv8tL62u0N3VDcR2djfCvfLuK+RYp3L7j2PzOkg/fe54nf+0h5q97xoOY+UuyWtfS2LIThc40ZvrsEeZvy0mmC3GiG68lbL1NiuDRr1ViDJQK99OnmtamyG6VEz5t2ipRPiNfckGVFoIN1KyIQugURwGfLWaRXLVF7OFMysabJEAGpi4YjoZSB1KQ6sR2PQ3hvUpMfEbHYW5uQn8Uo+YL9HaLYtHRuwy7DznMSk51tUXvSmCdWFkB2hu+KYZ4MM6Tz4uAqR761e+hCXxwNWYpnW4UaHl1Us10UfDMZM+Q7CmG50qqjjAAepd981pNRx9ChGtxkaoOsW9UMOyqFywfiqPxTfHEgQmRZLXvSY0FxwPJxjRTeX/18VFW6JFxUHxq61HFzLWwthWtt+JCoaTZNdUUz7IHyUDhkAUmqmY7maInu5doBMlQPrdNVRM7Fw8961+UobkpwSuhGTojkMzhlKfDwzrlfbAwCLNr69l6KCF63y43drosPqVZ+bpmdFwxiTyrT8t3ODomCTZRZFnpjLn7+GXePXeRL/bP8ax2mPML2MURVRt6lz3mqxnROMMfU5QtT2fTsvqsp3qtwwvfmaGmmsWp5+CklITOhhWBzTwsnrfE12V45zWywLTEX6R9W77Dre/MwcNBkXF0eR+rjjSDXpdIIa7mIpKDSmCjTItgJrdEQ+m8fawpW5HkQUwtLlAEJZxZirUp5frVqcGbwFrx8livJWmoahkWLkwE5ghujHlPMzgFR991i71/eZTO7YqiZzClJ+lXmEmFLiqU1s3AlEiLajU2DQbuEhNot/Uu2VLMJ5jcYcYlNk0o5yLMxFEdKfjutRf521//OEm7oFitmLsYcey3JXnpxvYpbo9PUfQgmcLBmZj9uz3JvmZ695TWZ2tWw79+e0sUbqU83ime+T8fYu1iyXTR0L3uZYChYf9siteQ9j2b7/J0rmmSA+lQijlDPLSNtHX5xRB9NhGKUNXRFF1NMSe+BnUnEY2Bp3thEDcTzNhUXP3KnjA4DgtS6vvUwRRmSsPfroU8NQd4uurJNtVMXq/BVB7KgFsWs/T0Wl1Wv87SS1C+scj6vmf3/ozpmkOv5AzyDDPW6DdadK/OununZthrTWurC0u265tw5JqmJwM4AnVuhuHaWGGcJyp8w3+uOgKJKB+CGSLxM5lmnmJeEQ80C+cdyUF4/TADaKATM7MFqIeINU1OW6CULqhqCyzjDVQh+KBYEO+IsiOQSTyQ56pVi5M1hdqYfW6QRcirkHPpoXY5rO9jgwFXnYNZy9ldJFh82RGoI+mLq6HNBGoywT423Q8Wpf3ZLmbvPkV8iYZt5DVheFnj6ypg2L7xU5kuGrK+w2mNM2HekHvM1DJd8phnl5jry6I0PKUo7p1IRkeWyXf7jn1Wu2M2nzjK8Oo8Xzp9FPdxxeWDZazVTTPRQHX+zS6VBEFUPLAsfz0CB/m8iLzKnmK8JpPybEfgoXwhas515cVtr7ZWrVoK9mN8x/LqlaP4UnPcyWfxJniTVJ7ByYj9uzUnPu9I+uK3TZgDuEB5NNOw60iCZ0khZl3O60AR9G/2GXNeoJNIHuNVxOCkYXFiGqgjGuSkBzHzFzVbk2N0wrbj9vflJOdbLL8M7RsCqYitguDn5UJGMR/RuTYWzraCci4mmoQJOQLbSBMhC0o0qjg4m9DehOWvGH7x5NtY/WxClMdsPaqYLivSgTRKi+ctzsDia+Lhcv0PVHz07le5NFjh9dfXD9u//2u3t0Th1n3Dsd8wdG6OsZmhfTvQolJN0TPsnxPuctlVnHnwOm8srDLcjznzq454JLJXG2umyzE7DysWXqW5QKKxY7qgOXj7lPHNlNZGTO+GZek1ade8Vmw/HIuXiQVtZZudbusGw65l4HXX6N2MsVCbNOVzciSjUWBh7Nfe2ICpn0MOWDR07P7eCd3fbstAMBHcdfBAAZVi+esR6YE8XxJgkoVvZtgM9h52xLcM2a6l6OkZra6a0afqYaWLZtJ5XXiM9w0cIoY+Il9vb4rIabyuiEfC7ti9T+ONZ/EVGQztPeDxiSPpFCQvd+Wxa1KwD87IbqYOW4jHgifrQ5DIYTfCRtTjA3QQOuCqTTM49TqkFjnZBURjeWwjLY8FkvFmBu/UUAtaoJvDgc4qCHOiXGT1XonlaNWFaCgLTb4oA+N4IB20rg4NLhXBn0U1r0kYTi68NmOnNMyWdvCdUTJDaYcFpuwo8gVpPPI5zcFZWH4J0r50ji7RLDy4w8Ezy5ippKRzdgg32mSbIpX3Gu5a2aEdFQxuHyXrOzqbnqcfPkkSWcZbHZYe3mEuy+mvOSZnLHpgcB2BWuYuSyTbrfcqFl6LiIfyPVYtucZ61yrioaWYi+jfaehd98ROVikXCWtneDSmd6MS3UGkME9qqlaMV4j9byrXr8yepMNePF8wXU4YHNd0lSLZrwT2ODQ78Fpc/iYrmvk3SqKRDcdP8jpdpPEBvlBhBzVZb5HsFcQDUZ3OvyH4mUsifKJRWhGPLC6CI0/bZiGd/3ImvuJ9wbnRuhHdeKPRueXWe2Pigx7HvzRlvJbQP6dZfM2QHFhRuxpNfFAgkViK0YkMZcWHp3uzYuOzJ+hoT2uz4PRvSCM2OC4pX61NCZGo2ka8gp5s8crKOiutIb0jQzbGh5Ne3nx7axTuytPaFlK7zq1sexyMThmK7+1T3uxRHbX4SlHt9/C5JhkohicS0uAMNlmNuf1+D52SyW5Ke1OT7hVULUMy9KQXM1zq6WwIrGImcqHYdhQUUTM2RcPbDjhpPJKLr/bN1m6GZxO6Ol2o0A3SDP1qPrXVgh8nI8/+3cIXP7XS5/LDKcvfMCQHXoZKbyRMTpXsvs0R72oJMjg5Ye6JFsp5RscUq09oNj9UUD1Y0HqiS7IvF51NBBYou4E1Us4GJtFUCkZy4CGT94KDwRmolkpa2xHFnMI9MmAwjdFPZtjUs/SyFK7pgkYtT2m1Csb7LZavOcZrGttW5ItiylWzcOIRM7+WcDus/lRWZo91fmNUesr2LKRBTK9mx6CWtsMMWlKlwBq6VBgDTELRDtBLtlcnw89CGsp54cJHUyWQyL500Uk/YOoxDfRTd+Ti8z6ji9QiGvH+Fm+ceOyxYWFykTjUoWQR8BoZQOeiDq2HpLIwiFBo+SXVUOLEIdCys93DHy+JJgnlYoXabNG5rRmeqcg2I+w9I15++gxmqpibCoW2mIdyGqO+ssha3zM4s8LggSFmdYotDNEoYu7FiL2PTumfqlj85U7w1hH83VficDd9dEznF9Kmo0z3fdjBygGNK0+UajY+qEn3NVnoNLM9S5kLI0zZsAj0gtQ/0AK9URz9So43Yjh1cDqhs1FhCofOLbq02FST7NuZr0/lgj2rmG35dgtVeRSe8YmMZBBom4mRQGbvgqf8TN3qY81kJQp2xxLw0L1RMH+5YngsouxFmKl8DrzHjIrGEz0eaPJVS9mVHcfkWEW6F4H3ZKWDiKAGFUg2ObBku1VDGzz2pXKmDZhWKAeLv/cmC+mESRWz8aunSPueqgXzb1TsfuYoe8DwXDmzzfgWt7dE4QbEVCavsO1YVt35iPG64nhvyLDbQm8l3Pv2K7x04QStazHxAPCeeGhRpWP7UYUqIL2VMjpToYuII0+VmNIRDx1pX1PMK/rnFGtP20DG14Kb5YSiN+uiXfAPUU62mLWTXF1IGu8S5P/xUChrPpgVmels2Hd4MKgAbzxXXj5KMlSM1xUu8aQ78vvFb0bki4qkL7S1Yd5icNYRDTULFySGi0LTaRVE+zOFpA0LznTF096QQpQMpajUXWudZ1mbP8mQVQcXP0i/2kN3pZOJpooqE9hosqow1zNKMtSxnPGaDIQ712F4Wi7u6Ypg7LNdirAzBLsOcJKWAqYr6aZrdWltSmUT2b4LHVAqR43Nlx1FsSjfk9fSbTcDVlNDQXLf/Tv0m7r7OtAi25UuuoZ16vlA1ZKiXItopkuatO+aol8HVyRDwSaVc80xPRzUbEqxNMiXIL9jSnduglGe/u0erWsxVS5xbu1t13DI46FYmCovcm4ULH4toX+v5+zH3+Dl506z/Kzi4A7PytPiKrhzTjH/mmy7+/d6Wuf2+PG7vs7f+/zHiCaefEHOnzgryZ9bJHICAU5WFUp5ludGbN/fJdmXz2Bj2UXMX7Lkiy3GaxBNRXY+d0U6SxeYLsrLe587HzE8Ie6ddbccj11j2RqPXZCpqyZIWST/cm6keyVmaqjaAmdmO160B1pRdTTpgcWE9CObRbIATqoA8Ug60sZ7YeGViMULRYAshKXjEhH+VN0Yk1tG6wkHpzVV19O5pujf7xicSeldqVPjywauiQ5yCNmWeDjxuQlVJ0IXjnQn5/SvJugiF4bR1OLSQAksLRhFfFCG3VnYoQQISKBLoYF+99GXmDdjPr19P/l7Bxxst0j2DLoyjE840i2NHhvIvn3lfmsU7rC99bH4NfTviDm4UzqT/X9+gqMj6fBejk+x8Jqhe1O2O53rk8ZcplotidsFfr/L8lOG+cu5bJlbwbf3lkVZw/ylkuSgxGYmXPTSNZY9T/eypmrT+JPU3OWad9yIJ5QU6brg14KVmi1RwwLKCG6Y7UrXYjNFsgdzF2R6nAzFr2HrbRGDuyyrX9e0tivKbYnb8pF8B8UCqPsHDKY9TA5HvqoZnFoidj5EcqlmWDr/Os2wr1YZSlGRYVmN1acHDjPW9C5qBu+b0Hm6ReeWY3BKkx54JmuK4WlI9nTjsmimcGBT0n2BVrYeU9iuZfcR6Wzat8SLQzqqOixBLlqNwtZWtmGA6EvVUCV1WBCjcWCF6BnnWgz3wdyWMGRdSidddWTBLHo0ro86F0zaRWBb8u9o7Jvdk41nSTw2Az0UWCQaB/GIh8FDOZ2N+E2FyKWKojdbEA47NtYsliqS150eqVhdHrB9cQmfeObWBxzQxUxjqkoW83gczp2kTpCXv6OxZeFCweo3C14fnCFBjl22q9l5u6VzxWD7SaBsQrIn3/3nt+7h3APXeePgFJ1rnt51y/DXF7BLcg6N16H1gW1G1xcoP32E1pxi/5GCD9x/nmd//kEWz0uXuP6EHNt4JAKYqhVi1goLVjUe1wuvi5tn2dFkuzbAknYGJ7kAX7WCpa1RuDDbIBamSHJQEg8Vk7Wk4ambiYVerSATNoe2LniWC7PDTCpUauhc02KPkMvQEKTpqPM+N94Vc+Rp+W7HdxaoiaFYMCy8ooUavO+IR1aG7a3aVjZpaIHKe6gc8UEhzLTYkG1NqUOKdV6hq2g2HDValJWF2PwKfcwHqMgQTSyTNU+qS6Y+5trBIr/v3LM8tXyaq7uL7EddgX7uKDCZxReHTrLfcXtLFO4ag3eJZuvhhHf/8HNUXvOF5+/FRxG9y3KAehcNvesV0cjK4EMrKfhac/TTESY32NQxXVQMjyXBG1lWzumyDCRNHqTGicYUgi+luwp39xh3syO4bDUr2vVApqbWvYmeFt784ciyOmw4mnqKj/ZRVrM/Tug82yJf8iR7iu5Ghc4Fx/daMXfJod82ZPuxHl4bopFi4bzAHtmOZ3jWk99qo+6fkFxosflIgbmV0roti0E0hnjqKYK1q8R3hYJZhbSXWKT3zhB8uQUCKHvQfbJF2pfvqurAxgcci88Fd73E071ZU+QUK8/NGCnR6SF2L8PMF1SjGFOqRmEorA1he3gVdixe4Il6K10PbW1H4YPnh2tJIS07wZa1LcW9mJPFNdvW9TUtAhsnHXRyMIuvE5YHsC8dfu1BUrsqQhjK5rPDWCftTJc1C0sjnFnk5vsMK896DHVxlWMSB//0+rZ/t3wn3euBN788Yf+ZFf6b//iXWI/7/D9+8Y8wd67PdGtBvLkNlC15ny6SgfBk0ZCMwvBNK1ySceo3x1z5njYm9yT7nt4FI8yWoeHgDgLtUDHY6XD+wgLZtqI4V9C+lVC1ZDeXr1qyTUNrSzEYp+huiYsNCxdLsp2IL+m7UWctS6/KORFNaim+CTxzGaar4AhJqsgXYnzwLqm9PETBG5SFNihPrUONQniEgsHxiPlLpQxFp+KrXbN8yvlYCAUh/V288wU2dZHGtYIzYOmwLSmOa8/kTFZj8pUErxXRSDpesRHQrD5XoUvP3OUprZ1IxH0h6m66LLBWazMXwcZCwmQlYnAiYvnFSeOBrm2Nfc8OuLJS0OvpodQhhcsMZlyhK0c5lzBeizGFp3tpiJtPKI2i6jpKb/gHz38Ae5AwPJpy59w2i9mYZ1+5h/ZNTWsnIhlotvYPj2HffHtLFO6aWjNZiRkfc7x+sMKH1y7wgYde42t7DzA8pWg9tsNdS9u89Ml7WHhdEQ816c4UbzST9YydBxTHvmKJB47b74xZeFWxf7dkHbZveYpFj7KKfCmiSmNMCQwg2a+IJhqutLEhassbGrOoWu2orQzcfHtWoOstuiSsI4UpFw/igzsgfnKRfMnjFkuqNqw858l2CpEEx7pZ2TsbjsmX5olWPNXpKWqYidy8BdMVhZ4qjn7VM1nMOPjYiHvXt7iYrbB7NGLt02LQMVoXe9VafOLMm9kTkkY+ExMdnJFt6/i+nO4LKWUH9s8JxhcvTsn22pRt6Zx7N2wwrhLXu2JOBnvdT3XpeRE8JEqGoS74hcQjWSxqDnBDR/SzbrX2AoHw/RkZUJYdRbHk5EIcSueeWkVrUwaOJoQ41Pmajdf2pkN51bBtoqlHVbNknjopp+aK16HLMFNCTpcUrogZ/J4pi/Mj/PPLKOtQYbGPJ/I9ll1Z2JyBzjU5P4o5hGVRRrg5xzeGZzjX3pBO2thmAAuKdL+2CZD3nwylENRsCq/gjR9oY9tSxJKBo7Uj8ErZ1s1gFOUZxRITli97zJ6kxysH01MFFJrJ0Yp4GJEPU9TYcPCRMcMLbZZfcKx/JmZ4QjM4rlm8kDf+IYT3ZaaCUYtpk3SRZipsrnTfYia2sVtVeOoke28UzgnnWhlFVDjm35DGKZoIR7rsxWjrSfpFgDk05DA+mqJLT7Jr8fX5kZo3NUw+CtS/NGFwImLhksjVfaQxU0s0sahSwohtO+LgdBRYQdLwrbzgG0dCXTnSnSnJgaHsxdjUEFmHCvM2ZR0ojRkXMhCNjfw8r+TcLh1EmoNTKcnQ0b08lPM7UkyXNe2NmOmSYXhCk23C33/mg7Q6BcXVFr/5ycdR9w3R2jH/OrS2StK9XOZT9q1euL0YzN9+t8Itlly+sso/e/Eo8YEmLmFysoRvLvONuUUWdjzpnthcusTgUsN4TVOsV5QdMbE58nVIDiqGJyPmLgsemZwbMDFzzF1VonarPNHUMj6SUMwJJjhddcT7umEmQBhMdqT4mJpdUps31QWbGY48PKXQD+3T+tI8yYFkTEaXE+Yvl0RjoRHV6R61YQ6RZuW5nO2HU6YuEyaJ9iQHghMvP6fYu1tTLHiSZztc7LVRVhHdM+TgbMbKCxUHZzRRGAzWW/nD5lgAm+8Ev1hy4pcMuwuK8miBjhzJgQxN44GiWHa0v9LFGycYdcBvp4tRSFV3VLmhTocfHYdkANMjjt5VGmZLzfCoX7vshmJZzHB5ia8CV8pzmdyT9BUuhWSgG9WhLmUO4WL53WHVJ5XIs10sCj9f0w8zKI34adf4euNR4nwzpDLIYrf5Ns3yS57JfVP8QcodpzfZHnbIlPDB6wXHodD4hk4J4jo5XZKc07SvKDZSjj6wyW8+8Qif7b+NzsN77O30yIaqCfSYOR6GAAwPXvnmZ/tnI6qVgvRGzHQBeteE36fNjLnijTA80ktZw4wZH3dhPqFoX0zovH+Lg6dXGbxtypmjO1zbWqTbmTK5zzG+3aO145i/aMMOSHzBa3jIlA6Lbo6pLP6CW7dv5bjUYAOUMhsEynMAQZwihdxF0o3LuakATTyuGrm6jTRV25Dsl7RvTCkWEoFJApOkvslCp+X6jDWtHUt7U76/GtvWZaAZaoUPUF33pg0e65r9OwSGzM9OmftGm9VvjslXEqKxw0ytmFiF61KKtAHng1eM0MTkHPQi4AkUxdaOpWrLY+L9nGQ+YnTcUHYjbCreSMnIMb6dcfBRK+rjLYW63QMFycCS9ItwThxWzP3rt7dE4a7Vfb2LGn0+IRnI0CAeFlQtzVYkw8jjXywaFVVNgh+cTHBGKHQml8lwe0M+fOcm9O/WTO7IuWNuwKX5NlUW0b08IV/OuP14xunveYOd26tUpcFbhdrNBBedevbu9yQHCmUFkqkVeDW7IV9ydC9rGUbmspXMly1zX5CiXbVheGfFkS8LW8BmRvCysJLWgbEAg5MJZurpXQ7wxS2xt1UWNj9cYjKLnRjaNxPaG/L5B2WXsufZuT9i8bxtOrGZS6F0TRpPPq8xR4dU+eyQq3FEtDIhn1cc+XqgXTlwkSOfU0zXoHNDOpO9+4UiidKkAbMfnA0D0WVPsqvxetbB1o57Ta6mCk6DgXUz41T7YH6l8MY3ZlWywxFWjLgehpDlPFz44TgkU99AVeKyJwWm5o6XHXnuaCLdYC3lr7NH47EXzvK5IZ337nGvtlx48jSXD47hWo7ESDFSvhbuKKp0FvvmY6giWTyiiSwY6bbm1oVV9HJOfLykf2uOdFPUv6I6nJ37VarwbVnkxusy4I2mnoO353RfThtZPUjyk3IyJI0mDjF8imjdlvSgeOxYeV5oTqP1CJND+clVuoVnkmfcvnAcf8+EydPLtDY9kzUYHQ871RFo64K8W4o2LljOBp2A14JNu5YWTDcM4erwB12KnsInodAehlz0LL7PjCspqkpes1hIiIeCsU9XEhHplK6xc626wvAw40q42a1YbF1BCl2sqTIjqfEheQhgeDwR+u3UkW0X+EixfyYT6PRUwbkTm2x/9STKifBIOVh+aSrdf3AUrFqGKLyuCqZSKi+lmCuFsrbBslsbY2wnRo8L0JqkX5FtabYfTlAOsm3Rl7Q3wX2hI7YII0+6L7uqvXOGyVKb7s2KdC+nkbl+i9tbonD7wNleuFiIYioSWiAAztC5buTDlQ4zrcJFPtsuzr9RgobpgtxPBgEV2Z5grItfT8h/7SincqkYVS9heCJi8siEC185g7lngHeKyhrhVPeg/7aK7HpM71rF7n1Rk1peD/ygLmTCiDFT2LsfUCK+yRcVnRue42e2Gb68ztwbjlpliA7bK5CD731jMGMzQ/J6iY017S3LdCVi+YkYr2Na245oXDI8FtHesaQviqXo5uMed0XCA6qQTC6WpwITDE9I99p6skuVwfWPWZI9WHhB03+gRXXc0b0xSzYfHtccPFTQvpAIH9zA3Ouyzbz5cUd1PWbpFcfcJUW67xmckgirsgNZ34e0Is/wROB3V4Dyb7ZuNTUbRpEvhoHdqBYiKXRQJ7pEPL/FE3xmIys7HglaqMOTdekbcyvx/fAYK4wKk4vBFoVALGVPPM337jG0b4kA7OKNVdiPSSeKzgXY/YAMvabLimzbN7J9gq2AKcFVNCZTEtrhSQaK+IKhvNlmsuqIp4K/RhOaEGNlZ1APTrbFyirKNrS2LOkbKaOTFt+xLL1qqDqmGVgnFwS+0NbTDi74tam/Lhz5oqTceA1z14TTHE00e/cr2s+26N50tDZL2lsR+ZwmGod5kfWYShoMF+nAoJJhH8EXRtSwsnBH44piPiGi3sWIMZaNZdcqYQOz7htoTLeU8/iknvpDvhRL+EQuMCKADYPIaFRJUnvlMaNAr0OaAYUop+MwkLSJDn49pjmXoqmwO5T3ZPuW9pbHfM0zWjzO0u0JXisWLpXCWImUUA+9KC6jcYWqHFQuaCLUDNuulZWAqhy2HcvClsXNDiDbd+w9pFi+e4fEWEY/e4TWtqW95Zi75tC5o+oY9s5FJO/bYfzUMvHYoGuP4m9ze2sUbjPbGqjSoZr0bOFCdm/qmXQ9+B6Ucwm6cCyenwoGWTm8arF7v6jAVl6UE3fp1Yp4KJ4ENjP0704oexHREDpfbxEPPZPhHJ0DwSinD0wot1J6q0Oqy4v075avqOZwS+cFNc9VlHZgM0/nhia6orG/p89olMGNjBtvrLC+La+t87BihxO/ZsToSUVSu/UFPml+JBVXtRHMvVEE+p7wULu3gmw4dDa9N7TQkYKRv3K+EZvIoEsgn3xBcO/ls3tsRwsk+xGdq4Zsx5MMw+vOGWwK2ZWEuSsuPJ/YruoKsAIr5T0lga2p8MYf+ODrvPqpu2lv19mB0LvihL8crk+Th0Fu6Khr2CQeBbOnaQiDsDRQlXTWqpG3Vx3hy6vKN14x+ZLCTAhSeMIwE+Ig7qmHzDZRYQ4xUwQO3j8lv1ehbrbo3tCzY+0guZoI9zeB1q5rrGSdnxlKmSLgNkY1drbKznYJ7Q0tJlPTGb2xZqZAzUaSz93ecMEXXnYX868ZRsc1w6OK6QrkaxZVKubfCPBD+H6oZwfA7v0pg/eOcVsZnRti8lT7dCT3HxB9ZoFs14IWX+x8TrrVeFjNrEoVUpwCK0sruQ7Fr5rAyxaRSjS16Gk4rwOMUdMDVSXXtI+1pNM4j82iJmpPOdFRmNzhtaHoike3mYoCkZbBtsIiFOAu1xYMurZWrbtdgS086bCkmE/YeiQm25WGqn9nxNxV+bzxgRhXReNSpPSF4OAMFflijI8MfmhQpcUMc3wSoYIToC6q2YJROaqFDDMqQdVh0MKKG5xo0bteNk2Gm6tY7w544ZVTLHTE76V7vZAmb1mc6ZJ9z+5Wj/k+dDYK9NTyu0kn3xqFW0M5FwUfhIpoOFM1KudJ9ksxL7ce146ZrKXcfqfmxGcL+blW2E7M1iMRKy9VEgLQ0dQOcAenUoYnFKvPVRTzQXadCTYZjz3JG9KRDbQh+kYLZWGg5nFnSrgaS8GupKCkO55yTqLVdCmp8CsPbDH+7BqL5yvyec3OawtgPK09x9lfcuAscX8KWlP2EqJx2XQgZloFYxq5gM20wgfcPhpJ4WnsMceWeL/EpSYY1St271PMv+6D4MU3svI4sAB06ZguRyQHjv2HxKh9/4VlFq9A1ndNfFbV0oJh5572LRHebD2qWHxF0d6u6Gx64oGlezHl4N6Kta8ZTO7Zu8dQzHmefeEO5g7g4JShc8sFU/xZwUXNXPl06Skz1SgkTS4QSz04rVpAKp+96M18rG1Wb9nBteoi7InGitEJT/eyatzV5PXkH17L95LtuqZgli0ptHYQ01qekOu0EQlRQbGgaG1C/34x1xqvaklHAeLgPVJ0A2Mn8L1rtysVmEZmwptS4w9zy2vfcqdUMzjFS0evS8/qcxXeQHJg2LvPc/97L9HPW1y5voLXsk13qWK8IrOHNFgZeAVuTz6LLmB4NMYlkM8rhre78HjOwiXd4M+d25UkmrcMOE2yH/ymq1DcrRTXohNhpo5oUkkDEnjOygXDJV8PmcPANdHSHTuHbYfu0fqgNlQzr+1K7pvuFSQDxehoKinwdWevoGobccurBGfWpTgB6tKiJyW+TrcHcI5kb8rKC5qdB2OmK56FV7xASwrKuRAobD2mCtehc5iDgtakmu2EjWR6Yr1kfDo3gy6MwpuAXceaaFRRLCZMlqPQaFYSxpA7kv6UhW92eHXjLGc/Vwg0mIagByU75mzPMn+5pLVrSA4KoqHAMocthX/n7S1RuHXlSfYr6SC9bEH0tILYkC+kjNYjll44kIvSe+JBxeozMdGoktUynCwmh/hAdP+DEzH793pc13L8xBbmc+ui8Nr2JAOhm8VjT2urpJgXVVX3ppxUgxMalzral+KmUIB0dFVHNVv+aAKLTzgGN9eYv2KJBxU2ET5aa1M3qzqA7cpWz2Yabc3sJA6FRJzMZDrtlWL+DVFOVW3N7r0xZgJow2KgbeWLEduPKqKBYnQM9juSfXdwynBwfwmR5/gn5QIXr3KNmnq6V+RzuqguFsFlLVYwgWynmgkY1mCym9C7JtPasmdobUnSyOgomEIzPlXReSOi+6Ji7/uGFIOE3jXDrQ9C56qme0M61Ybr7mcxXrWNgAoByVUmF2pdBGsrWLm4VcOVN0U9cAzdt/W0NmRwWWlRSMYD+V5rf/Tak1tXnvbtkv6dCRvvhnc9eJFnvnAP6eRQmlAFe/d5WMtpvdqimPeMTkD3plDIdh5ULLxG4/tdW8tK0jyN0rOmZBIGkTCjFKaB6tV0ZZFAJ/FYAnTrIt65WdC5Cc+tn2BldcDC0wnOWLyBomdo7UowscmF2tracSRP6QB7hcAHoLXtcXFEPIqIRhNsyzT5nT6aMRhcYkTB7Am0O4sZC3tCAiI0titcbhUKKUaEbBAgk1SeQ5gXsyGb8l4CCZyc+y4+VHCRnWf3ikNZR9VNAvXPkG2L2ZLNIim4eSGCmcRgu2kDx7jENI1CPKhYuKCJnxUXQpeahs1l09AoITQ+rOwKIPytFTaTkGQzmGJbEcopUbVbi5o6fBZRdA2DB2KiYcrgrKd3bg+tHfpnlohyx97dCS5KaG85Fi5UpBsjirUOg5MJyiZktyd0r0vosJlYurvTZpeiJsWbKKe/8/aWKNzifVthpvJFqmltUi4c0e5Nj0sigUScJz4oxIDGhy4j0qjCceTpKdOVmOmiZu9Ry5EvaQ7OJtwarNGpYO/umGIeWi844ft6KLuG4VHD4A7H6V+vwgIQUXYj4SqPZ8EAZioKwaNfnTI8nhBPRHUVD6Xg1wq4k58t5WIOwgCTy2LiQxZfzfW2YfiiC/E8oMYBtVCupksRm+/QuGMTKWjXMpZegf3TMcOTgemSw+SoQ+cCo0zWPXpoYDXH5JrNt8uQqrXtgo+ydIgSPuuZLkXEY0e6F0x2IhW6eYPuy3vV1uGsZnjSkO2Jl3lxNsfFGTpEtJkC2r/dpVt6bn53SdrN4WpvtjDV8Ed1qKDVQ0LDIXWddHLRtI5Qq5PZfbODqoJRVO26ODgL8xdEgu6jmSDKFL4JamjofguajQ9p2isHtBRc2F1BVYp0F4p5GjVh54ZmtCaL8+SOEnYj9u8QXw91ekzyzRbx+JD3C4E1E7zVlYPhSfHYqcU9yjNT3YaFq2or8gXoXa3f78zG1MUz+9DlL8fwQ/I58jkNSskuoJKdUB2WHI8dXs18dpKhwC/5nGbhoqgcbaqJBmUoULJ7q/Mdq07UmENpK7i5N4poLIVWhEvix+1iDYl079FAKqZkfzpcEQpgO2muW6EJ6jcxRXThiPtTgYsijbJy7cdBwQhQW7OqIGN37QRVzNLcDzc/zc37mReKFwjWjAq0Ueg8CrsKBy5cj7gAcSlw6tA1qWe+6V4e42ODzSL279BM7p3SmZvyI2de5JcvPox9rcfgEZh/3TA+6vnB3/s1Pn31XspPLJLuxsQHOZ1NEfxMjrYAMdZSlUMV1Qw/b/3/AcZN2Hbhw0Gvi7QHHeg5OqxE2PrkdrLKB4WSqqyIO1wsntC3I4YnpUteel5RzIm6Lr9ryv4wY+mVMkyutTABduq0jkDT2YXRMY+ZylDJTGXQ4YNoItuzjUrL4JqCXLYUSV+EFLpygoEZhSOiWIjflKpSG64TopVm8U0OXSmGxwzf+ZFv8s2tE+w9s8r8BRgfidl7xLF2dofJp9bo3HYsvyIn7OBERDlv6V6MiC626N8l3OruVSkYyy9bNh/TJPua1WdFtlt2TZP7WHUM/bsM8xct8cCSbSUsXLIMTqRsvR0WXxH3vXRPobYyyjnPkSegf06O3dwVgYq6LydM12LaAzlWNljdxgPfFNwqo+mg66Gti1Tgz4eosFCAbe00qHz47hQ+k453sqKoejbgrR6bQLZDsMmVhc01bomQfd9t2FhgOk6ILmdM257k/9fen8bslmXnYdiz9j7DO33jnatujay5m81md9PsDi1ZIiVKJCJTcAzBRAATCgHlh+LYQYCEQn4Y+acAQRwJCAQTHiI7hhSZdiyKEkSJTcqkemTP3TXPt+rWHb/7je90ztl75ccazvmqu6q7OahuNe4BbtW93/C+7zlnn7XXetbzPKuxzYRQrERhygHIR+I0WdwqMb1KOHoioboT0J5UiE12oyob32Xc8jSS4BzW5PCFJU/UCW0UgJttpbHI7qMGfLAFQKgPR8DZb53g7XNn0V0Wpk87IWy+1alc3Z6BjPI4gToROJXzjG4kDfRiJVVKdaQzINVulRIjJql0uBLhSugYxbxFNy29OenT2RMDTe5d9HxiDBxKEGhIx+Pp4OOw7pSql6SJSRJocwmBJKAmW3XRBy+Sc0u10ALDSSOVa6sbim4I1hiV6TSdv0Zos28k6Oz1lFCgPSFqk+PYgBIPQkBsOqRp7YrMsGxlsjwROATsPz0Weu6bNea7Jf7h8aeA4xKjhVSBB09KEnfcjXB4ZQsX54wrf2nDyQ3EwJlnLRFtYWPpuA7CHx/F7xrndipk/pEC7Z/0wRLEQpcV6+13aFLJqJH6DR+zn5HpE/IyuYyo91vkAlhfbHHm2Q6TG4y9jzOqv3gbi4sZ02+NsPOyNCyLZVK8C1heEI/h1ZkS84sRxw9nTK4Tirm8PzGwOg9svimNRspAedLBJa1VwOJSjcmtrqdIAcjjQoM6I6wz6oO2l9Tq4sll9JFMuYpoZyW6UcTOKy3+4L//BPa/dg4Xv5ickUEt4cYbu2i24ErJ9WbEwdOMrecKNFuMZktw/G4m8vXRnYRynrDzAuPM862rNusDuQ5cEA4ejTh5okGxzJhfLCXA1oTDxwJCIxe53SAs7ks4ebTD9ouS5XZThT80++wmwuSY3w/3SomteGVYUIqN/KwMgFZIQ7Pu+f1yrb1UNFxbKxaxP1UM95kGHFmEM4UxlCQjTyOSaqmTzWL/f9Fg1ZQYvVlj8s0xRnsE6gjtJmN+ibB8eqXBElhcyth6QQbrlidC9+M6Y30+Icwj9n/lRBkiUsE0U3KRU9ABEJObMljYLFY5oB+4oU/e8jyjmJNP9DGVrghtJFgePlLgtf+VyKFHe2I3e/AkcPhw4ewNk1XLwurteotVduOj2dtrFMtOgrSzoXTyjD5XcZ3dm8XL9k4agXEhPxuUu0yZQU123No2D1tbgDTgKUs2zWUU06j5WiEZCeAcRS7OZZSeFaCNR4FXjPqXq0IydX2fPC7k9zTxkQ8nMFM3LbzCdVER4Jk2mxoyBPnMJJg2x+j/D1r5dzPJfu2zhKbD7rMLXPxiliEnk4TzZ49QHAcsL3doN0QTMb1CeO34DGavR0yvrdE8s8DP/tWv4vJfuCJ9vUnA/uMllpfUBVCpmAiQTeJ9jh8ocBPRNhH9BhG9QETPE9FniGiXiP4lEb2s/9/RnyUi+rtE9AoRfYuIPvGDvIc36LSczEZ618xa6FISqM2Dl9qk2aoEVuoywiph+9WEC38QUSwSxnsdNl4PuLRxhI03As5/bY3qqPVOdGgzzn91iQf/ufgsVMcJs3c6bL0k+N/snQ7dROTDYJkLNzSRgWYE5aLD+FYjktc2adkVPFD10zvkfHIZkMalY4McbZ5fFPwwMU4uCQ3x0uc6tBOh9NX7He7/vYwLnwuojuHTf7qxKCwLNeU/81yH0S1GHmUZILEU1kC5lGESYp9ZiBBFm5/VMePcvy4xv1Dg1mcSqgPGzZ8SSXlsgIOnGMWcsfVSRNhokWrC8jzh/Fcy6iN5zeMHAtJExqZd+ErC6FAEUMIeEQqdZNf2IMF9VrJ6WBcL5fgaH53V9lM52lzIa+UKqK6VCOuA+SOdYL2NTiAnYa2AIA2uEYB5gcW3djC6CczeyZjczKgOJEOqD4CNzSWOL0tTe/ZWEC/rSFje38kE+UK403mjw8XNYyzOC/RU6rxNyzwN67YNxxW2aj5mg6hDC8zekgG/pnD1qT0lIbZizLT/sYT7PnENIGByI2N1IYEfWuLoxxtUhx2WZwuc3Ccj+rpxdBGKsJKkqQd1vguDBhwpxS00CcVCmo7FSYNimZDHhWeblkmHLvfrGegHHEDpfszIo0L6Uyw6BY4Bcd6AoyQmJmihLiOPhOMdT9b+mSx4O3NEIRHD4Mujxm1241ySINsUQKaaJVUey2vEpVAIoZU6teI0SGpKJS6hFbrNGkdPbIipVRRWTVi1QiYoAvJIMvlcyaT32evHuPCVFSYvVzj+1+dR3yZc/P2A2dvyDM6uJ+z9tw/i3DfXyDGg/s4En/0nn8Thf3VZhsTorM7Qsn8muwbUpp5C+T2OHzTj/jsA/jkzPwUZHPw8gF8D8FlmfhzAZ/XfAPALAB7XP38DwN/7vq+u9COjxwk9MMnuy1ZWBpeXhlZwJq4KL8dkUrTQmca3GpEQszQp0gh4/Z88inPfXEqGkYH9p8Y4flgxpqUYT41urVDtr1Edtsgl4eAjHfafLHHyaMLGv30Tq0vSLS7mqq5qpXFT7a9FmDHSbn8RdJFLmcZF8PJxvVNJ48VoSMqcQYAOGbUHV9wMz35HqoPqWLC6vY+IQOH4wYDNN8SzpZgn3P6phDRm3PmZBme/xWjHUhLufiNi9o6kfC6n1gV89HBEsxFlDiABm292mNzqsPdxkYpP9hJGtwLGtzKa3Yx8psX0RsLJg4xwdYTpjQ5nv9WgmGecXCzQTAN2X+hw8QsJCGKcb74pnXqq2P02gy4TxMiDbtOzRaxg1DorL0MDDU6E/Y9IVRGXhI3XAiZvFi63t2ENWRtzlt2O3onYeEOy/1yQirwASsI4WS4r9aRhlEesNLs+86neqRA3W2ycmeONr1zG4VMyXuvWT8qm3o37vgMgSltRm6IXJoX+81h2jgAf3+fCniCUw6MHCyAwrn35EtoZoz7ogM0ORIzqWilNxoJ0SAJheSYKlU4hjqBNcOufEAMnD4xw9OhY1prS+DgG95cOixbxqEF5tHZrYEmgxH4VWUU0WdTL1CZZz02HNCpECTkphDSQsgQ8ls0j1RF5JK59Mg0+gKtCmpTGotD3NDGPPQ+UhE8dV4IFp1HhG0JWamy3USFNCswvFmhnUWKKKnh9IyoCeFxq1h0kaG9IlVsfKknAEkUoxFL2qqmwlh4WE6HcX+GB3znG7G2xjB7fakEdsP6xFW59PGD7lZWv+fv/5wUu/+4C0+stptfWqPfWOPPsGtV+49k8E8nGF08Pqn738X0DNxFtAfizAP5LAGDmhpkPAPwSgL+vP/b3AfxV/fsvAfhvWI4vAtgmokvv+yZ2v1KWXZkIuS7AVSFm6KXszAjkii1qOqCTDrTtUIBk6t0oIlVBmysyReXS5+dKLyLdaYVpMcwYmAjrMyMsLtU4fiQDQXyVaatB04ls0qZwQKW6uQzY++gMtz86wq2fLGXDabS506iPQ5exPlthea7A/GJEs1VgfaaWz66bajcu0GwXivUrBvadBuN35qCU0U5lECz/mQPc+OQIs6uMyTVhBxw8XmF0o0B5RIg3K4xvtUiVZMPmgGhVgcyfZLSbkvKWJyoRhjSKAHj5F9aM6TXGrU8C5X5A/VqNdhbQbSZwqcFvLmlxsy3ZMmXGaiciLoXnDQgVLVVCMTReOEgmwIu/ijCCjPJXHUkWG9fsWGou5EJFxePTNGN9RhR/ccWojkVWv/fJhDSSz5JLyeLXO4T2Fw/EH6QVEysZOCy/sz6fhEN8Y4z5Ix1CK86N41sCGxRH4kq38QZQVh2Wixqj2wSeJhw+WoIeWmBxSd4nVwKHpJqU2qgYuAaB2AxmhKoXjCx+weC7cW/RG1rG5FbG+EqJc98QLwuOhM2v1WgPaqSRXOvlBcL+TySsNwnVPKPdLD1by5GEW91kqQ4nBca3Wuz9ONBulJqdSuM8TWRepmWbXATPdsOqE9hDNRO5DNq4DF7tclV4BhsaUR/mukA3KX3z8CxZMW4nGFi1rQkP6+sjyaZhVWuaiRTeq/A2IS5axbmD0vAStt5YyybHmhTV0pDMI1n31HS+KTe7suOvdiPKw0bsYyMhTSvZIMbCZuk2anRbNfKkQrs9QrddI02EKrjx1hrjW2LFsf3aCtufr3H+qwnF/hLlnRWq2wuERYu9Hx/j9sdqHD48ApcB5f4KxfFaTKtYLQW0Ink/VskPknE/AuAWgP+aiL5ORP8FEU0BXGDma/oz1wFc0L/fD+Ctwe+/rV87dRDR3yCirxDRV9puLh9acSqOhLASOCMuWx0OKqYvhjdzpTcgy82zHV2GwYpdY1wIxXB2zYJ6QFjLDdt9dolzX19qWacWjW1CaDNGt1uc+yqw842Is99OGD07xvj/s4PLvy0exe1MFgEYaHYqHDwNHD2RUO/rLq3Kzqw3AIlxfF+Bm5/RBmcU3nTWXZwJmF8sfNyVQA4F3v7ZEs3OCAdPTHD0cMTyJ5fYGq+QPn2EjbckrZtfiDh+JOP8Vzqc/VbG7Ip4mY8OEqZXGbsvrlQKTooFyueOq4ydl1r3RgADxw9WyAXh3NczRm9WaLYi9j7GqO8E3PevW1z4aov5JYF/zn5NPmezU4EjYXY1o1gx9j5a4tZnOuw8L6byYMbB01kC6JYEs9V2QKoF320nAccPiCKwG8tcSRHL9Jmp8Z7l77Ka6xsFyqOA+aeEcdONgdXjK9Q3C5/7yUGbfxVw8tYmqiO5P7kQlWlsGdURMH5bKo7yMCAsg2S/UYLvekfgjeNHM/JfuYP1sgSujBHXwOTlCodPJ3Q3JXut99mn7pgLHTSrTqX5vgxMr9bC7EGWACvBW3oF7VRw7lwQQgIWZ6X5KlxhYOPSMagjCRYtcP/Dt3HnUx1yJKy3ItpZQFxJIGk3I7px9OQkrjPOf1Un1yz6yeJiEBXQzSq0WyOXqWeDCQDfdGR9B1+/aVohTUu4sIxZxDOAS+m5IHAdvSGfzflPezsy/NcCq2wQ0OobmaW3pVloNtMpfS2zjBQxDyGskrDPVp2SCFTOb1N0yohuo8byvjHWWxFHD5U4ejSgmxYgnWZDyfzEJYgWx2sUh/LcdRMR1IUmIaw6xHmL0bUTFCctwrLD+a8cY/bygVRtuacEHzzF2PrL19BOtTJfNb65IMtmaUye92tO/iCskgLAJwD8R8z8JSL6O+hhEblxzEz0fm/z3Qcz/zqAXweAzel9pwbJhS5Lk0F+ENBdyFgk1Cq+nQFGBCLh6Mkt7D8Rcfl354jzFnHeIhei7CqPZHGGdZIdHBnBTGO0pMx1gWazQjHv0G5IVjJ7K2F1rsbyyTXarQqXPidlWnEiwh9xIitw6fMJoWHUd5b+eg7hBOGzbrzTIXQRG1dbVAcCXdhGlYuA2TutEPm3Shw9VODwCcb5PzS8Hzh5tMPOxgI3vnUBF76cEZfiRZ5GhAtfzIiNzPELXY3yuHOlIHWCdbbT6DJpVrohca9cm18o0GwRNq7IYrx8k/D2z42RRx2WDybcOa6w9bqIm7aeKzA6aHH7x4VfXh8wxncSDh8uMH9QxmMJxpzBmxE8SqiOAnIJHD8QsPPvXMe1W1vITcTtSQEuM9qNAPqxE8x+d+pQAzLQ1vChxmYSJRRQ2YDSWixOz309I65HCI0IpNY78KEYzRZj+7ngpW910nOLOQiGXyyA2dsiOxcfbkKaiEhm/mAGdYTj53ZRAJheIRw+I97Yoxuy+VYH8lrNpmws5YJBKugxeIQZPq9UFkCP74fUwzc+jLqA+68sfvYEh02B3e055icjdG9v4tyzEBy2Ba5/+wKme4TR3hq5kpF/3aRAGkccPVhg58XGoTIEYPPVueDI6oMd1tIoF/pcP0ZMmF2dcLIzy5gxAFkDmkzuieql3YGoZ0cZz5shg4GLeesVKLXChabMHiS7SQkuCIVVtIEk+9VkyBwEWWmM3STKpHatFG3N5SogjQv5PBZTlGrHgRAXDdrdMXIZcHxfgW4KzB9KeOSpa7izfxk7QSvJzAgKD1nyKOuQUB1ali8bkQt3AIlR6w65FlUkIoGaDnHVoTwa4e0XLuCRF9aIyw55VInfCeReCi1SBD5/XB732wDeZuYv6b9/AxK4bxDRJWa+plCIuibgKoAHBr9/Wb/23gfJTUEWOg91ApnIjqfdZs2MuZIGgauZIMT8ZhZw7ludS7+lFOsAG5QcCWmjQjcthEURZJQQl+QugwCwvFDJ3LzjDmlS4OYnA3b/dYX9Z9jd/Shlz/jjSrA6aYxKutVt1XKDO1WHZcbk6hLj64rjZyk9pdkhWXt53IELwno74uAjGdWdgMmNBqkOWJ0hbFw6xoNbB/hO2MHiXMDyzBSrXbmzW69ml//WBy1y1NFQj0TM3sqIS/mMxhEOuV9kxUmrPswyKcQqGmo6TK4xyuMC1aHMxosrcRKsjzMWZwuMbjEme0kngEjTMJ4EjG+pMqwIOHwkAF3G4WPClV6dy9j7wkVsfuIOTl7cQb5vhXC9lgD0/AzFQhgi5YlizIpPjg6ziKbm4hteHhGaLQYdF5g9tY/5k4T2KzsAxFdk/TAwviGVRHUoFD0cy3nY4GRqgY2rCV0tNLzcScAtlhmxARbnS0zfySiPZYDC8SOCqY/2Mw5GCcsLwkqZXCeszjGaMxm7Xws+iSfrc8tB+OCUBOs3r5tUkatGTdLdjemUCVW9z6jvAMsXZuCH19h7YwfUEKbXxNSrmUWM7mQcPs1ouoBuJuPCyrnQ/nJmjG+LJiB0LEM9co/3ch294c+R3NCJzMkvkLA3yiDBSaE3OQElCrQZ3OgwAyIR2UB6R/ImStFj9oxcIBYGB8ncWSe+t2XRV4aFZtMB/c+TPMvFidBsbUPPSmUscicqZQgLxaa1m3jHPns7led3dJBxMg3Y/UbAmztnUG0DV/9siYf+WStMt0UDDgGUEvKoAiL8c6SJXqsUwBNyyINYGDYivDJ2TQStWzz6PxxidWGCypO8DHQJUFYNR5LNcd3+8ZSTzHydiN4ioieZ+UUAPwfgOf3zKwD+tv7/H+uv/CaA/x0R/UMAPw3gcACpfM9DaH1SFnEgwBoBREDRex64dn/4fw36u8+eaPklngKGKYIZeVxKCajlYi6Fry2LQHbw0GQUB2uEdqR84gwmGep5+ARQ3L9AqmtEfQCZlBq0al08k0eFwDlNn0lTyiAo1zZLtg9AFyMNjIFEOHTwFLDzbcLuCyvkIqCdRSwuZeBggm9d2RTKOwkg2GwxZm+Tb0SAZDmxzVhcKFHvi4pNyk7FLNedbIpWHSteGNYJG1dW6MYRoAAiYLyXUZ4QptcErkqjiNio6OiI0M0iVtsRo30RgGy+mbBxBbjzVESxzliejcglMLpZuAnT6LZsZokJWy8De5slJnvC5JhcZxw/TFjvZOw8K7arlKSBudoNGO9l1IcJzUaB+cMdNl8UTHV1ZxfNY0vkh1qE4yjX5Jhw8oDw4dMkY3w1ohsT6gNteCqfPpVBpv4ciKLWslzqGEdPJMz+FTwLnl8OKFbSNIyTDpPnKizuk3J6fJMABHW6FG8TjsBqKwAByvUmb0QaRTCNyNWWtkl50GfpA7QzbcJuLoHNJY6ub6CbBtz5cRkscfZbLc59qVDRF2N+sRSfcGbEVcbssMXhY2Nc//MJD/1jsU5AZpHmqw4ijYveL6jpe0dcBqDNsqYDwfjXNp+RS1VaKmcaBAnyanpFnSY1ITscakEYgPK7yRvmpTFWVh1SVbkzYVArCGuU5qLfSEDq8WOUxRCkkarMjFxFpyQCwPrsSBhKLWN8s0V1FFHvrTG9XgPUIS6TxyQuo5xnUfYNRBZhoG0cSZk8ghLo820B3GCoEIRi2HQoj9qBYRWD/NlVEU4Ikq3/CXiV/EcA/jsiqgC8BuCvS+jBPyKiXwXwJoC/pj/7zwD8IoBXACz0Z9/3YCI5MeqpRgQNntqgcC6nGtagEIw46MKQFwK4lKyW2hYcI1BGLC6N0Y0J1ZE8TIJ/t07Gj6uelVIcNwJhhKDND4BrYHO6wnp7gvoO+0WnNnnmzJAsIqQk4g89H44BzVaF6mCtpaa8drs1QkgZy3Mljh6OIjSpge7cGpMviFGWTOdpMXmnxnxKOPv1gPn9hNn1hOqww/RmgbgUoxyrMgDB/8a3BdtDGrI2ZD5n0DKYyyDiBs2uxPFOKGLtZonlmYBiIV8/eWCEYi0WAVZCz89HHDzFOP+HAaM7nU7JCUiTgLjMOHmqwOQ64+RBYPPje7jz0q4MVX70BIvrGzi/AsZXC5z7hjgeinEWkCcZ5VLujfmL3/fvvYGXvvog0iaw9R3C9ncKtDNg/lgLWgaMnxujOgSWF4DDx6XfsflaEIfAJqDZkKDYbMpAW3GOEzc6DgHz+4GNL4hHxvyCWCCMbgDzi9JQrA8yzn0ju3Jz8tUJxrfEf7tYiplWN2HM7w/YfD1jcS7gzicSzny1x9qdP52g8zgl+y0buLgrqB1troRF084A6oDlpYRntg9w9R89AvpIwuQdxvLnT1A90eLk9q4Yj7VqzhSAk4sFFucKjG8nlImx9coS7WSCXHRq0i8BNNeC1VZ7C6kiWYygQgfQugNQgNokzb2k2K8lghk9bzta019olEaPhGLY0nCXTJqBXg1J5EEul7HH2/W597+rD3hokiY7qTd+0u9HNchyuiNnSQKVNcORsDpTIlUyuMJmfsaVGE+Nbq9cW+FiokJYKQZjmKpbsEjG+myFw4cLnHmuAY5NfQlpMBoEAkgfrbXPrnz4lerzszSEuQjgUEjiuW7fN2b+QIGbmb8B4FPf41s/9z1+lgH8zR/kdf3QBW30P9vl9AX9xvkOVAQPtOZkFgalGoJCKdqprY46kTKT8EBzIQ2YuOwc0xNOuPkVSMZfnrR4+J804DJi79UzKDVT8c8TrLzRTWUUEVbKcCFZNGkasTwTUR7JojXRwOEjFaY3Eq79GWD2hvCkt//SNbRfu4jqsJcPx7XAE82tEssLJMKWCwG5KDHaU3N9g5fGUpuLzF6gEVOccgzIISDo3yllsCo/u0lUGh7j4LEKu8+vQFmGAFeHSTeXgDPPqY+yij3qI8alz8nAZi6kljA89/jB0t0UmzMJe2/sYPZ2wOos47Hzt/FSPoeTyzOkinHllxMmz5UitX90iZ0/GAnTpDG/7IAr+zsojwKqgyCNwmkCVQl0VCIuRP1avsNYBKA512HzWbHBNXaGzHgUL+2yyz5IIXTAzssJq62AkBirzQKrXZlusz6TsX5yjeLNEeoDeZ1UCktkcj37FPiuFnZImiWsA7A6CDh6Uh7a1RlhNXEkoNUsV4dI2CSeTiGV0IpaMq+kgSm+74y4IGy8FvF8fgh4PKO8I5z7xbc2sWJg/dGM0X5AwXKvi3lCfRzxzl9IGL1d4uKXMoou48zzAiFQx94ziqt+mIG54IleQvFcljVr7n6SNas4LmdwUfj6RykVaB6Vvn6R2Y22oFxvy4TDUju5AZ6Nm4IQAKIlZIU0Lc0Z1KBUKD5u6zvo50ck52nL9wqPF5N3VjIAQjnkVl20mxXiWnpfYd31xlVdluZihnCrywjKGbksEDpxG5y9E1DdWoJS6n26s8QTZ8ZkgUQIAK1ajx9y/ppxN4LJc4y+ib7XcXcoJwEJCCEgTWvNmDUQW/moFyTOtQur+BAxekJ9mxEWrRiZD066OG7E8KnJfgODLpL1mZHgb1mgi2andowtLMWVMB6vsPlGi2ufjnKRbcxSzl4JcAzO7bYuNgAUB2tsvzQXHLCOriSb3khINeH8lwn3/f4RNt7qsPiNi3jgdxrZUNqE+paYzlTHjMk1wrlvtHjwd1bYvNK5Wbz1BuyBE2Vh0nKSnLkiRlLBhRhZu9cAsPeREt00Ynm+xJ1Pdi4jHt+SidXHD0Z0M6HtdRN5ndhkVMcJ9YFg82CpEJrNiK2XJaPcfi0hVYTtZwvc93vAmedabL0CvPDOBbRHtbBBNhjTb4/QbjDGP30b6aRAGosS8fbPr7A8G9BsAfNbE5x5Vs5595uEctYg3Kyx9aJ4QFeHEhDbTca5zxdi6dnYgGTBVrtabW+TwB0coX402W1bzQelnQGzNwL4oFKzK3EyXCvt0dwXwVLRtFPg4R+7gTyV7C3OA0bviIAqNAL3GDvGptcYT90oksbhFhtYuKq0mzFWZxlbL8p1LhaExfmA9ZmM5qklPvmpl3Hrry3x1l+MaDZlAywWGaOdFXItm7+xoEiDtbGoAK3ElP1EbfIq1ql2+lxBrVxt3fhBJs5hD/ZgyPNjjDCl73lyBfRMlXXqE6BgfaHsxk/GOnFGieLzcS7DBsKqQ1w0XgV7tmxqa03sLEhXN08wuj7X6rBArguUJ5IEyQYRJNAyIzSdvGaSzY6anoVGXUa5v8Lmcwfe/AyrTsUzeh6dqkxXrbJfMhCDuC+yMdAG0LAy48K6/ROBSv7UDym54Ispj0oph/SiG1fb+JjWIaZWfo91IAFHAkM7vcwI8zXytAatu34cURSie5qUSKOA8hjgcYlcBFSH/YQay/xpLcF45wX4a6RJiWLe9he/ECyTR4WbrrPSfRhQ1Zb6QuSM+g6j2akwvboGNR1GtxuMr+kCroJ07VVlOdpPmFyXG99OCskgjxos7hvLuKWjRh46zoDy3GVWHjvG6B39zMiBhPbEmvklyZJTSZi9XCJXCbc/WmH2TkZ1mNBNgNFNErHOWPzA7VyYgG4UnP1QrGRTahaykWy/2upQA50JSAXO/tOR8pkT8muEVDGabWDVlKhvFDj6SIPqRonNL45x9NNL7O7M0exPsf/EGMsHWnTTApkJ4fIC+eoUsyuCNZYLxn1/IE1kjkJ723smoj5S46yRVADL3Yg7P7/C9MtjFMuENAo4vhwR1wHVEaPdBDZel6AZFwGbrwl9UibpCP97uRswOpDN0Sbbv/WtSygbMZUqjwhpIsN8BRcWQym73rkEAtnEHnkGfOycyeLVARGlBP3FRULebpEur9GmAOyNwDdrfO3640izhMDCTulmEdVBh63/aYpiJYI1MNzzhwnIkxJh2bm4hIrga9stTINkgSESeFQ4jW8olJEHBR6s89i8RvQZVRjUErHQZpkgMyo907QGaUjynM0fnqHeb1EcrpHGyjQ5afpJ7q42FpdNZCELkApX5JtaVQQVwyVGYDVSq0QkVB5JsI8na3AIKGymJJEzQQRjH/TYyCi12YMzAsBZEk9ETdpK8pgEADyutM8Fb8rSMPGDxA8CvKp4v+PuCNxGP1J/AMBoMcFx7lRHRMCD+dCGkRhAwacuDJnV47RGGhWwRj1rGRUUyxvdWqtK6zRlSBRVBeKiA8WA8qTF7rdXoJzRTmuhT3VZNgJVP4aVGOhE5Z+ak9gQ6pGGpGw+o+sLzfSj8NaJQE1CImW5sGxocZWl6UJitdlsFiiPgMW5gNEdoDroWTfdRFgzYdkhKkNErFujMz0oM5pNUdzN3lmjPmC881danP29Gue/vhbb1gczdl4WAdP4hkx/Gd9sQWdLtLMgU9szUKwSRndagIH9J2qM9uS6m9KzWHZIpcAQlDJm10SiXR/KfU5VwKjJAErcvDBGRcDsxUqYFRng/Qp7KSDerLC8nLD5Qol2AtC3JzLg4HZ2Xw5RrxJCK1n2eiti9pZknF0dkSphq1TLjHxQCa87S3UAFmOgi19gdDPG6IA0kBLu/Nk1in8hk8SrE6EKrrYJt34yoN0UqmDeanDmcyUWlwj7f26J6uUx4koGVXdjJUfokGPoH87o/cr182OAh9uIt9BIE6ucA5v/c4luUspwCZ1defjRFmf+sHDeu1Vjo4MkkNBIqHjmyYEBTOGZsgYoRoD5diAEcGWYt06AsWezDAD1fkKWKCGx49AcFR6M2nEN4vwJyAaKNnnQNniSS8LoVgNkRpqU0lzvBrQ7U3EaayPDYQwMqkhqdHIN95g1x0JGiy2FLisCOREJUZvBdQk27vhCbkyuS7knRpgoo2TPzCDLzHWDCutW4ErlfJJCsO7jkqCsEb3h3tsjoNQGrMG1tgG9x3F3QCW6IMKq63c3xb2YhB4jWBycM+q/mntqjmFjuYpOZLeFBAC5lIkaVnaV+6u+k640Jfv74j6ZtJ5HsZfK5n43FB9ibSgtO4dwwsD/AKayhL62yvpzHZ2LLv6/8A3DSknBzLTDrhNHzBu5PJbFv/vCCtO3V1jv1uhmFbgq3GjI1GZun6klJHWSgY3udKhOMrpRxPIcobhaY3qtRTFvMb8QQZ3YBYCBzSsdJjdbxHVCfadFsciYny/QzmSaj8wcFJ9pc5Az8ysxIco6gajA8QOF+5qstyJio77OmTF7qUKuga3XEnIE1j97BC4ZIEb1Y0d44um3sd6W6TWbb2TsvJAx2k86sowFHriT0I0DukmQ4JYY3ShgcrPFzssN6iNhwHAU35b5xYD5xYDlBWFoEAPYbNFMlarXAfVrI6y3Ag4fg9unVieMZjeBOsLszSCeKf/ebZRzoHp5jFwwmk3GwdPAwUeV1aMZdI5w/F+GOguV0taYBWTzcaEElEeE+eWEWz8jo/vaqah6QUB9XTaMxX2Ek/uEopargNAKAyguhZMsGSQku7XgSvBgl6aVJxi5Krx/hEiyZlUQ5+uZGWHRuOl/UE8QU7umcXlK1WxJWZrVfaVKMgQlzhuBYwD3pjfvobiQKfBRK1+2Hpc9XwEuFyejDcfoGbJdV1JYcX1uhNW5EZrtGqsLNdrtWlSeVUS7O4LRjg3PRpZKO6w60MJEBn3s4kjKiAs9VKN/rOKQa0auDIVCOEMMHYAPb8iTyjfK73XcNRk3sZZMHflNQc5yAzSwGdvDnb5Yv54ZtFS6kOPeSbnWrH4G5IZQRZsF+7XudBzQeJJ8b3yz8Y45qVlO0Ascl21fNlkP1bvg7M1TRIAhuBZBeKXtTAQvno0H3YH1tZqZlJpx2SKu1GwnZS9jidnxuLBOyhCQWXwAUO/3PQD5IVIObQ9DMYnXRDsTKtf8oW5QsUhXvJhLJbHalcy/nQJnvy0j05qtgNgKBu7WoMsOuy+2YlBUiuy42Yxuxk+KgR89KgMJQpshM82AkDLGtxNGdxLuPF2inQQ0uxnTIoGuFOimESnXuNJsYetNdn9t42N3o4DqWHxDQssoKhKvFon5Mpl+IpmbQCoZW88WKJYd4iSKx3Ym1Ac6KeflEZYXAMoBWx/bw/7hFDvP1yhPCMszhPn9hPaBNcqrNXaeBzgwjp7pcOf5M7hwNeOYAo6f7kCLiHhEmLwddeOVhmMYkg2CQigM9WrR5LQjdLWu8yymWtjssLm9QK52kEaqMK0J03cYxw8D7fkWTBWm1/qBvza71RIHo8XJ0AEdOZZkvbzXZHET6TisomwqgR0H6x841XSjJN4kcZ5Bqetd+GINDsqR1io7VxE8Ll0U55YSdUQeRb23ff/IacM5I81G8swsGq8UJELnHjrRCiCuOhw9PBLa7fPSbJ6aR86qQTcey7MW4NkwJc3mcwbGlZIPBlBHCO6lzdkoXHrxAqQyj+TXWS4OOVMFbQZBbWaT0AyPHpmAv3O3B26lsnEgD3DmwOdBOqnIpG2BGBUOkS5ymlSgoJJ4Lb9sV7ZgxyDna2fjg7YKJWhg5DKIdWQdT5myk9q0spZr9nlypTaU36tuITrdObYStWMZzaZcYu+Ma7Ct9tf9z3dZIJ4uu3eDz9oDPJMBBLO0xuMwywiLVqmTAWlaeoMG0OHKx8K8KG9GHD0EnD0QT5RcSQOXA3DrMx3KOwU2r5TSmJtnMU7qMkIrLmwhEMojmZ7TzvRB61izpH56+OwtQlwqnHKUBkY+MsU8NMDNzySEVcDJG1s4dyVj7ycIo9uEzTdkPSwuBKSRUBU5AvWhYrgKRYSGUevDl0vCcldUoVuvy0DYuM4yhozEkyQXwOwdxnpDsuEzzyUsd4Rbvvz9s9g4AWIrP59GBHriBA9uH6P7zQsoVhl7HymxfeEYB3kTqQyYvZMRVyUOn8xoH1yj+s5okGwwMqkFbmtrG4CKb3yYchBqYK7g9MHRyzXWP9GAzzLiUqobwdwJk2vA0Szi/Nc7955xBW+XEdpOEpmcZdyX2aMO6W8KgYQmyZJ2CIWBjh0fZ61oqcsICq/Ya+aq6Dnaq541wiF60I+KJTvcAXglWhyqSjMZl1xh0k6GiBP11hgwAsBJ40rlNK28B+bjx+z8SDQcm68vMb5Teq+IEoOWMrm9mHei6FSINpcRwYI/yRDlONdZlFY1V+EUC0RENaefRcGw2amFHELfgFQ8nmvxjsl1dE+e9zrujsBteJP9swjuE0zDRgj3MAoHMaNiNVk3RZUDfYDTh2BNuJxcpmpZvYkHYEGx7RybcrzbcPQuu4RWStp+6APHgGDglWF+epNyFb1LH2yDUtxLqHnqiWw0qjapgZbiYwZ3rLueegV448TM6Y36l/UBkqYpqQqO1NlNOvtpUuD4ISdH3loAAFMVSURBVMJRjNh+lnXKOjuuOntT3mO0n3D/v5Cm7fxShdFBQnnYyPXIOiyC4KOhLICGlFEe9fch10JR3H1+3SvYtKFl9/Tmz3TY+UaBc18W+GbrtYTyJGF8o8Lx4x3GNyMmNztMbso09HKRcfygSA6LpU5EqSSzCi0jrDK6cYH9ZwAQY3ZVxCehka9PrnfAVLLbXEjTFQScXCowuyp/r4/F63x5JmB8O2P/Y4yHdo5wdW8Lm9sB9bF4fndNCWoFY2+2CCePJjHqulOh2WaEVhz8ipU0N+Map5SVBo2w+Yxpk9ICvn0/vT4DV1CxjUAmiwcStl6IKI8Cju8jlNsR02st4vI0ZdZmXw6d7owWyIVUVtIDyt5MFLgteiJCWStjDCpe4ytnQLj3cfD8mve1PENcapCuJACKfzY7sSBPSsTjlT8L8aRBWEvAT7MKNJgWZaSFVIhZnGwM2d8TgCRIdrpZhhJTZkxeP0Qelz30EqRfZsrrPNLAnGSjQ87Ik8o3RSRGtzkStaQd1oyNUjnZvykluUZNBoooQTxK/811KRonunFEN4vi7f4+dMC7I3CTLhhVa4mpTHbDcyt38riUi2gZpZYaRvkh7qXyDqGYzy9p5jzYFXMZXeorb6ANBfNK6QZ+w1YK2u4dBqPHOn3YvFwU/A7mlOYT7HXjqAuZ3tFqZmO7smbzgaEDSfX2dMIW8ezdvgaotS28Q2+WsvbZ7JzCvBX8XJVyEnQBWksQmV1tRdEVSfnTwLVPj0EZOPd1mZZT6pBVREJWpzfD0M1hLq6Tq+goiO8CMuHwkQrbr6w1kJB6Z2fEZYc0LpDqgNnLEZNbCeVJxuQGkCt5zfnlDFoH3P5ExplvFPIzc8Gvd59vxU+8DshlicXZiM23hPqZahHgnP0mY70lLJPQMkBAMyOUGwX2nokoVsCZZ1ttfDHqI/kZM7SqjjNwLJezvhHxRryA6euFzHssRY3ZxYzp5WPsxRnKnTXq56dAiODAaB9Z4ehiBJ0U2HhD1Jf1fsbxg7amNN8gIFXy3nGta6GF9nbET2V5OSOsCO0GMF6I7J/HCYdPABuvRxz8RIswjzh+uMKFL5F4zxOj2am9mhvCIwBU4q6Zt9rMcib3xZeB1hq8C+qbiWszTCdnSQjtUJ7DqIITQBIzKDxIJJg+12WvLm4TKBVegRoJIY8KeQaDTqNvMqJmx2ybkf6+fYY8LvtG5lrsZjmKIKbQCi+PRZnIpTZRO9kMssrji0Urv4skyZky2nIVURwz0rjE+kypgb3vzXlix71o0AJ2d3bmQbrdHiHV8v2RNoqpTYiBUB30Y9ve67g7AjfgO7LhXQDgne6i6DNgbTpaGcay7cO8emGNy2GZokwSKZ0Lp9qEVXcq+PvA1FGUm2YX38j35o+S4fi4bRKe9TuUMsjaddKGW16u2lOvR0nsJuOyHWDTeh5dduweiSVTN0WZMhA4ivDBmyAkalBWj2OnTxVieJWU0y1KQ5lyb/asuZaBwHeeAdJGwqO/IUGQCZhcXYEj+QQgBPVLJvEmictWPSHUuEil/xwIqSLsP1Fj641WJ6hosCfJ8MqjDtuvQoL5WhgpuZXgceabBU7uJywfadyR7vbHIso5sPVqwnozoD7KOLmvwHoHOHqsxKXPJcwvRay3CNuvJkxvZA/G5UnC1ust4jqjPozCz95SL2awi5cAhV8IKBYJaRyw/QpheVBgckO8QELH2Ho9460nZth6IQIf6bD7T8fY+ygj37/C7u+NcPxUB35zhHYzY3WGUR0Qlk8E1PsSsJtt9jFmXMi4vG5qCQYUNiSsa2D6ulz7VAvXO44I5asVxjcYs3daTN+JOH5QYJ52FhDaiGLRwQZ7eL8EkmG6Otmk5k1CmlZus8pBNmlRbwddt0WPQxM8GcrjsqflMnyogq07Ni42icS+m0DnW0aEjrDeKTG5pqPO9PmOcwlieVy6MM0DdiR/3rrtEdY7Jerb4gjItbBseFQAkOCfxrWsvWUr/ZWgdNlWYoQlhXHe9Bk7AETC+twMy7MFmg3C9iuE8s4KI6s4LNnTZ8xIDMhAnlVC+6wLrHdrjG+IJe7RgxW6KWHr1dYFQwBQHC4HceZuz7gHh9kZik8CetzaOuBV0TM3TCZv2UMQOCFNKx+BlBXjtkzZFZLcNxBYsT7jjodV1zdGlZOabTHljDwqPTszPA6JQaq0MigGZfSxZKIiCz12X9mmIo0Uw/ftawbNIMA70fZAQGEWb+ra6wTjsgdQ20nqrvJ2Y9ekGNBNxb1v67UWm1cI5UnnPhMHj1WgDphdIcR1GIiWoNmyjreqAm781AybVzpUh9LJT9PS76HInQHSnsL8MqPdTagPC1THOpUFvcFW6EThaqV6rqU6ML+SM88l8IsRy11gvRVw9lsJ3Zhw86cC7vsDwXVHd1rsPTMCmLDaEfFWfSi87qDjt0QEIpvojZ8aoTxhzN7JMrbtfsGnyxM1aCoIcZl9Mk9cZeTdAqM7Ij5KdRBTKAJ41OHg4wk7549x8MQu6KEFilcnGN9J6P7VBhCAeQyIS8LickauMqrDAsvzLE6HBKcBtpsZYIHaKCqNTClm3VQhuAw02xA4irTqi4TRXotiFTG/0Pvy5Cr6xmyZalw0yGWJrM8PQTZ4m8oUmPX/+kyqmyZ1GVSye1YDcMWuCeds0LdBGeC+Kgayy8/d70OTnMlVmbRBAX2y0vYbjFe7hax1tFmyd9JnOPXPRjwZZK2GuSf2RiOx4PbiPCgQUj8sGIKlK/ZMXUa1t0R1h9BtVJhfqrCx7PqJNZFAy6REBg22WXHsVee88dHtlX+WrTfWwqu3anzVglTcZB5K73fcNYF7iGUbnQgMUBHcbQyAZ9airCIQqMeUWyG2h1YpPKlDGKq9LPs01sVgITDgnGdTgBEprxXoMxOKvYWjd46DpifWndcbqlaUyRqlsgf03E7LoHVOnr8WFPIwapbBRyzOduDstCFEwHyJqU1Iitshkm9eXBXSsNXzrY50fJXxcrM8iFxH7LwotqDWyHWs3jY9/SydsjGaWUAxJ1CMOH6gwsZbMr6NAK+O4qrD+a8VSFXA5GYjcFEMblbERV+lgKFzN8UprTxJWJ4jhKT0vCyBuxsLS6PdTJifLzA6yCgWwMbbHUZ31DtlIVVWKvumblh3aKYjgMTKM54ErM5ELO/vUBxGUAqYAiiWfYbuQZ9lirp9DsqMdhqQSkJ1rURzuQGRiG7meyNgS9SY7QaweHqNM79fgRJj+VBCWER0U2D81AHmr22BKwYSgasMagk8SuBEiDkIfTBJQtNN5bwpA3FFiCvg4FMNeGeBk69sY/a2NLaOfgyo7wSc+2bSxEU3d2VKeTVaBIROIQ9mhyu7WthApsJ1znGAZ+wAnG0iFadChMwgGM2v549zQQo3BNUlkKpwZSpVSH0gZE14YAGcyatiC6aUMzJJEI+LFuXBqtd4VMXpZ9wbsPBzlc8fvUloDC0bU0a6MdE6KX2TURAhxxrdrERcdCgOVtKLqvuGpol4zK+EGgbKCmHZIk0rHP7YBOO9DuO9hX+uPBFKYlioZXSlaqz3OO4OHjd6fPdUZxZw4ymj3fnUjEJ29zBf9xMyALlQxrYg2T1NnurkfYMxmE/jxqpoguHqFtg0aJGZ2DA7l9wHOdAAwlBzJ4NE4koGCId1Jw+GPTSOQ/fYu5+/dc5ZZbd+PfrrxLVUBE7jCkHm69lAiqK3irQS1uAgaE/BKxNVxsVVh2LeyYxKlqCaS2EgtFsj54aHlrH98hIbb65QzGVe4fR6n7n7PdRNdfLOCpuvzKXP0LH7xFCXe1ojS1MzrjrUd1rU+63ONRRFZlzLYF5jj6QaQJ1x58cZi3PivR5axnivQ7FKAj0ZDKbXKE1KrLcjqv0G9/8ukCYZacyYXCkwuyJy93IuoidoKWwS8FRH1PsyXDm0MkHdhl+Ep04weqNG99mzWJ1j8LRDeRDQbASszmVMv1Pj5DLh+BFCmEeMrwUs7++wWNQIHYHLDK5ks0AEUBjOzsjjjFxncGT5dwWR67cAAjDZWmK5qBE+eYh2SpjcbHHxSxnTawKBDe1Yg2oQbJyYVWiiEAoqJBPut0F3w2ksXEfXHliPKCg/3JvkbXbsd2g9QazDiW2pa9Ytg4f7mYum9h3+24I5gL6/oypoG5acq+gkAxPQWBLo3tbau7KkglLfjPTnKzHCSSMMs1GpQ3z1szQdtl5ZoLqzkglC41JYabahrAR/z7PKcW/7nMbkWW8T0qiHdLlSYdCicVg2zNd3f3PSvDGsbHGBQNlf+OEkZr9xNh1decpUMDgHz5wtWzZsPAw73Vq+GI5E9j4Gu9h7KZXQxDS98xj6XbzrAy8jOHxiQx58kxh04DkP7GrRL1YutPtuC82CPOnPWKnXZc8O3PQ+9eZBshGSl6WiVMtSEnf6Nb2G/Ycgx+GZQn+uqnoM2phCpXMKy4DipPXJ2+VhgzwaKNzU/U5sPpPjm6TULiD0myngG9/JA2PEhjG+oaZICSiPBE7ZfEtw52ZD7u321yoc/VjG4hJh422ZDrM4X2D2dkazOxLsfZ1PrzOIArXeb7HzbI1yzlieIRx8rMO5L0bPzlNFCI1mTzoSCxloZwUW58XNcHI7Y71JaNuI6YE0ESfvEI7HBbgQ5kh9R/jOza5OUpkT1rvyOcbfmGB5IesNBhBYYJFMQGRwqdkmCRsFDKSCYTnX4eMZs89voRoBO89XqO+Iv834Wody2ntg22ZqPQKZLhN8LuS7176PKKsLqbIaqeZMaWnOmu1mrdeFkSv5PRuWABiEJ89jWLTq6Kfj/Vie9VNY7jCBcVaW2CX38KD6eFuWq3h8WLV9XNAAzCWBAtxDSFSM0T3+OUZwlPcIGcjjAvFoDWpaIIywOlehGEeUR1GotUlESEwypWp1ZoqtVwjBKL4qTDL/FbOZppTRbo9QHjXYfq1FWAsUS1bh6+emdQK6JJYA73PcFYGbCXrSqnwq4SIBWAanJQipjaPADdExYGsSuhCGSEzPHR+nvumpx6nOupHkLZtPpwPykDjvAV2zFHst21FtgVrQdmaMEvWNT9svbltkSrNatyKtTaziAzXcMcgFcGvV4eenputLxMQ9Fcu8INTw58ovbGD7pYyNN5d+faUSCC5gGsqLKWUfKcWVjJuKS8mcnBWg07a7URRP5cQOdwmzpf+s71aECdcWsKG1Yh0rD30aR6x35Rp1dUBcJhGWNDJTtN4PAGosz0MZHi2m1+TanjxUY3Kr8/FsTEC7WeL2TxAufLlAedzpgANg94UGlCvUh0mmAyXWwa/KULLPXkiArY9kQwgdY7VTIs1LdH/2EOvXNpG2OsxeKrG8lDHeYxw9ElDfkeqPNzvkVsauTa4VYjo1zUCVgaTXqxDYhKoMill8MFoZ74ZMQEfgIBh80Bma41viCmgMkG5D7BoQyWFA5/9r9clZ3QqJ+gBowTHJ5HMfTKIVmj0Lvpmb8C0x0PSTqkgptkAPDeaR+OJDEwlad15pSwIS+kns/mxoE5EZPHw2ofRYm4xlPwtZb6x0PsPCRRqvdMYY+wxYK4qgzzqXQRuaQDxcIWyWuP6ZGrMrFTbf1NFlQdbs7osrHD04wv6TU2y/pH2D8QjhaAmUBdqtCZrtAqMbUOuKhLBoML5qwjm1pl22p71Jivgh8SoBnPbD49KDGhXZqXVDtZRn4JZQM7zhaEMG5Bt9w494QNy3AP+uTM8akaK+0q814h8wLFsEMtHX1mADZMec86QUwU4gQOl6PiyCyJuOhokTJKBniC9CHpUCYRgvNPQPjTusAT12Z9LhSSV86UULIgIz+bBVoyByVeLCl1uUJ4p/q5oslxHtRonYiMzYGT3Gv1VDL2/KWiavG5Y5zFVHrW8GhvEbxMRV4Vx0SgyuNKvPMshBqJwCl2RI0AaAi19cgxhox0H50IVwsUcyEKI+yFhvC5OiG8nUekoFNq+skWNfdczvq2Qgww3g6OGI8U3C8YOEM8+JsrI6Ys/OHVbQc0lVFPoWS5MydHIdQDJwgpYB6zc2UN8h1K8VWJ0BZm8GzM8zullGezajvlaiyxK0632Bf/Y+mYAqoxh1yJnASeG5isFdQO5kqAUVDIoZuQtAkiyx2WHkcw32zwPxnRqj/YBuKo3z0Goi0mTx3FlJ1cdlUNgEPe9fxV0GXZllxFCE5s+Zrgn7t1nUWsEgc2Ez0qz2NZsLEW6BRXXcxcpfx+45IJWwB2xNOE6xuxyXJ08sTMsBAMXRSnjdI1Xr6iZkw7uHzTJjYTnlWCuJYn8psUSVltVBg+qwxJ0fZxw9OsJ9n5PKS2IQY3qj1TU2iCmFuhcuWpQmqFkxioOl6CsgkBOtepg1TSrJ5OsAWmbx7b/boRKA3KNXSimAkXvsWDM4cswZp6SmXErTQ0qwrmebOO7NKnm38p9B6J25EJTHajjVACN38xsdrMClQBM9nNNPk7HfocyaYZNQj0zwo+dDEKjE1WuWhavCEUTgNKAsGs88iOzWMuE0KXX4sb5mIMQV9zz2TvF0rwLkAR3dWvZOb9AyUktlOpWBy9OYJoUEKdZsWWGSoEHXMXRwz45hUU3m0nBIzfLKKHzvRSeCqyD2pjZRPI3kQS4WrTByInnATFVAMws4uT/g4pdWKFaiaJ0AKNZR/LLHAfOLEeUxI7QFquNWNoDMMsm9BuJSh//GgJ2XMkIjga466i1tc6GDbEfCyDAXwNCo0IcDchQuebHMuPg5mbBTzhNCBywvRJw8JGPPBABmdNOM2ZsBx49kbL5OuPlnOnzy6dfx1WcfRdJgGMpsMQ5MjBAHi4sAUvgkE0BdxOS5EcpjINeiCG1nEXGVUR6JJS9XwemcAHx+ozE9rCFscAnK6HL4XoGbexxcs1obwCCQRHYRGhGLMdNQ4Wve1ISe9gp5Pk8NQtF14xWOZsEmBLIhBmTMEjb4UqCaNBOPgNAkhEWLPBE+d1InRIc2IdUcm2htqONIDCYR15idw7mvLVDvj3FyGVicKzC9xiiP1nItuUSldhNmAcBJDPOozTKYhSHy/kIqim6jEg3EyCCg3NvSdjoW0RrC73HcHc1Jzc6GzTJTFRqrAvog+eTpqpAHS8n2NhABEKjBR3NpiR8aHZoQ4I0IAP0ObxMrun5+o8Mh+u9hVgLAWRqWSQ/xKpCQ+c0AHiGIpFWbInlU9JtCVEwuSxNJmphawg0akzZj0ySycdE6X5yNImWHZineADWhjOHhCnNAN0HKjOqw8W5/GIiVxP4TpzN/zVAkm+gd36TZ2KmAAvBGlGGruiGYcMfvg9L0hoMfSLH6biINr/HNRmTolyTA56hDYdcJ4xuN2yZMryVMbnVYbwVhryjOvXmlw/KceLFMrwbMrsq9nl+IKI9lxmCqAuaXase5LQMPrWCxqQ5IowHVrhRLW2Jg7yeEZSKvzzj3zC1s/NQtxBWhfqfE5FrA7FrC5msBiwuERx+9gcNmDBCD1xEUGIEYRIyiSAgFCz4bGZyC+mBAMkcG8iSj3WQsLjGm1yRoh4Y9seEYfFq6zxI1PJk1eEkrRNZpGcUbh9FPXa+iGE5Fff6iyMCZyDn7fr8YXuGRTkYf3meZjmNrGQ5T5Cp6D8ka6shCq02T0hORPKuQJ6U8O5q4ZYVBna6oakdba8XRqo8pRj7QPtIp6GegmHT6rq7zOG9x5qt7eOBfHGLjyhqFmmE1Z0Q5mUeFN1flukd3K5TBENpcVVSgnUn8SeOi34Canl4on/10tfPu4y7JuOGBx92zLHMl6kf+DBoRHiAN3yJIY2Do/XGKx0m9QtKClzUDrZwvhftrAdl5mgOMmI2e1/RqJ8PKXMatM+8oBVdrOvY+tGscNmQBGINh2KxwWMfOt5DXRid/eFT0D0vTqd/BIIhndpFOj9OK37c3SzOEyaDYOKrY89/1bW28m4kLLJs2q1hAH1INAlC2gb2fzeF0yb6nlXya2WOXpuztcqujDqvdEuVJQnWccfHz8r5Bp6VI81WCczcJiGtGOe+0fCXkEJCnhIPHCoxvAutdoFOv7MX5gOPHEqY3a+GzM0AZyFE8xOU+9NAAtYxcyvqJA4k/kHHxCwHzi2IrmyOw9/XzKJ44RnUgzciz30yIDWPjrQ5HDxa4friB9bpEvbNC6iJG4wbM0uiMMSPnpE4PBI4ZpNl3HkEw71YGE3fnGtwqK0yuB2y/yjIwYmH2yNk3acrqGePBW1S8w2TJTdNK9YTvsnj6ZGlYp0q9TPTc7bp4UmE0V2Oj2ESYNiEa7S4EhROTJ2f+nAZlQY1kxqMPcKiDs1isN+UTcbJ6fSsTyp4TMaoDei8N7fsohCjiKuoTNQAI4o3STQvYgJDipPGNYnWuQrHIaKcBi/MB5/dWihFR711eR/fz9uc7BLfOMN0EdVLZxVaJ5Nma1NRrTd7j+L4ZNxE9SUTfGPw5IqL/hIh2iehfEtHL+v8d/Xkior9LRK8Q0beI6BPf7z1kCkQ4FbQNM5KsjXu1lPKwnTLkjYnBqSg8AMjP9yO9Bpl2tvdR6IPI8TS/6UontOk65hsSutyrFEPwxeHn0OXebMewL13MTkUEekVZVG8Ry9hDECGE/YxdH23O5qqQ11VKl1OZTPgDeKlqTRh7kELTS9K5ECgojwsXCnFto9eg11W9ycelZmXBqwnxMw5KD0z6p994cl30070hGQbbIGZlJTiDQRdyqqO/NyC9ifVOob7SAe1UM3FtaPtmHKVKmFxbob6zBjJQHQidMK4S1tsBi4uMyY2M1YMNNp6+g3ZGItCZB5zcJ8ZYlGQUmw+bJvF4CUkyWsos6s5GsnW5nozyWCxvuzHQTgkbVxPGNwnxS5voJow0S1ielWx8tR1x8nBG98Imypcm4JdnCFECStasmpkQI+uSIJS1cONzE8FdANqAOA/IJSMUGVwyNq8kxGVCedRLzXMV/RpRKwOfxToYTtuzRMb49FxoP0MDnzepO9ksjdvt2Ta9K8kwYU5dOMmASeADrgoZ36e/Y5VwHhdod8d+32XtRFFx6nMb1p1bv7qoZm2DizXBsqxdM3GhvSpOXonzZq7tM5hgTard+UMzHD888dF/YkK17qmIXXaV7eEjUSwjslQMze4YeVIhzSqxjq4LyaJVaZ0mpRriSX/GrTkAebbGpZ8nNV3fD3uP4weZ8v4igI/LGqYI4CqA/x+AXwPwWWb+20T0a/rv/zOAXwDwuP75aQB/T///fm/i8ybt30zaMFHYwKY8+y6vnWqOltWiP9nBCXtmrYFdaEC9PJxS9kwaZTzVNPTgP1BVouuzSGd56G5LDXumHpQVMcTV5IoHcIY7FgKqMKPsDJlhsw85S4MzqPFNl73T79fOoQphofhwVIIHxGGGwgxIo0h8mo1WlS2TVrzZx0yRjmqyPUEvcQ9RwUekhdYmZCuWSsqBZyBDS2LbfAd8c8PNTSRl+PrifIU7z0Rc+pz4pcS1Bs9V8srLJ5BbIztlcFDufytY++xtYLQvDcZwWABf2cV0Pwsve1Vg76ME6kbYfm3di7+yXCjDc209xbUEQGOchCaj2SoQVxk7L8mkn3YasPV6B8pAsxFw/c8zTh4AquMgsyQvrNHdrMFbGXF3Peins/9hJhRFRkrwoE5R3/O4BCWgmhOWswKTPZm5GFc65UarlVxHoFNYIARXUA7tUwHNYg3/TuoEmPvNPo21waiNSK9UbWlrk9r510SC9yrsZmyRVEX1r9HnNQO51grK9Ai6BsJq4G0NgKCGb5Z1EyNNI+K8lWfCkr0ieJPUWChpXPqwkXii7n5JbCdsPmVcZay2S6SqxPR6i/Jg3UM4ZURYNdh44RDd9gigETZfnetNE8viuJR10mwL1GaU4zSpsDpboVhIorPeDmJjfH2ObqtGOy1QHRKK2yfgUkentac58O8+fliM++cAvMrMbwL4JQB/X7/+9wH8Vf37LwH4b1iOLwLYJqJL7/uq+pAMB++C4AwEG57gfOjOVIwKp2gHGIA2KnooAYCzRsIAvxb4gHoVY0AvukmWxZOaPUWdWdf1DU3/7Pqzls1rUDa6FIwNow04X4Rtcl44axlrQgMT8HAkt4u0YOZmP0Muexn6cn6dnH8d2uw0L6cPktl86sagGxsl8wjpz90Cv2X8YFYIBX12BbgyL1hDRTcOe+gt6xt+Ls+qjXaor2GBQ5gcwhTZeTH79Pm4VjXfIGgLjjjYCGxdQBqraVJo5i3Ta87/ITC5JcMkBPJgpDGjnQme3o17V0iOAd1EEob6TgsuqB9WwQLpHDxWo9kQq9lynlDtNwidqC9zQaj3E+77F6IwPXw04M6nOlw6e4jpo4eIi4AQM6oqIYSMEBgx5uHSkvNIQTDwyAATigWh2+mwuphQ3i6QK+Do4QLNToV2VqKblc58GMKJbrKmm63ZJctaC+CiHzAdWkl40sSCHmAsJvNYl2y6/7BDiquwWxJsAIpMexfVrPWzvN9kAhzutRJuYBbFkjhNih5/t7mTOs3GDN0cFgm6Rsso70HwatEGHpidq8WT+vYSs2stmk3C8eVKq1zte9lnY0ZxvMbmq3OfslPuLVAdtyBmdJMShZpGdRs11mfHSOOIO09F7H2kwuK8TGIq5h3SuESzUWJ+oUC7IaPceKQkhUndixK/x/HDBu7/AMA/0L9fYOZr+vfrAC7o3+8H8Nbgd97Wr506iOhvENFXiOgrbTtHUuWe8YFDq0GF2RsJQ76jQQiW6Yn5+UBcEKSMMfzOcD4fI2SLWfnS34Ul04BPahh2VcAnNxuEYjdVDx40HQU7JsebLft3MUEW7wRXGA5e1z6bwTiWodokG59AvVaualB4qZRSNXRZZvsF4a/nukA3lfl99gD5vTBoQ6+plc6msrPsPteFZ7TUJlekOkSUs8+1JBb73FxJ89LhKHtbxmkOrgZwC8rUMcqTDtO3Fth4TTKb0GadwynX6PT0ogFPXx9Sm/ZiFUdx3KA6SqgPBd6gTvDH1XbA9EpAfSAPfr0vA5CNo44McBW0IjKMVbPvZYeTB8RRMbSMw0dKrM7XqA47pDpg/8mIg8fFiS6NGfj4Ec7ed4i9L1wEf34HHCW77p8LCdxFlCBeFglV1UlQJ0aIGaHMWF/oREhVJ2y+Iph9sWAsdyOa7UI8z4n6aTL6FmlUqDFYn2CYQCtbVUq6cRl3WwOjwW0yJd0CrkyBt79zKWvNnidjiom1rwjlXD05oNkORTOm2LUNhGwae8e+vvx6WVVqePYgotnEGalSc1/JDaAUSXwUwqkLrLciQis8/TQp3F7WRw9qLAgHc5XvS0yIR/0koGajRFgndFOFZiJh67WMyY2MbkTYfFNUne1miaOHC6zOEVJNyJPqlKXzKbbau44fuDlJRBWAfxfA33r395iZid7vbb77YOZfB/DrALC5cT/LtPLeh0CCi/5sQQDCKcDebVmTZqnqWZCnFeJCoBCuQg8RGPdUhTWGw7mpPOAYtynEaNkqVZD75qUGckqpFwIpJm/Te7xc04BsJZopPQlQSbw1hbhv0GnmT8wyk08xeGLq1aXWoNQegGXDiKHnlAOAeoVTCghd7wPhalHnzFIfkAcsAVNEkokTcBr2kYcexnbzDdEzhdBfD2tE9kMVxAcmV1Lq8lgFI8yaoQfP1nMtPsXlvAM6efCNrgdmZArOJ6emk40na4W16DfiXEWxri2CUNmqAG4J4zsJs3cYxbKTh27FoLXYwnIMPl4tjSLmF0uMDhIoSXlMzNh9PotN7Alw/AhQH0qDdL0ZsDqbsfnEPla/tYvqkLDqAtrfPoswA1ZnGeVhQLovgGNGzgFRA3SXA+qyQ5uiIxrS/mBkYsSNFnm/wuitCsePMs5+nVEfJRRz7WFo01wayPCqzaogb9C3CVwY8yrJkBHl7IOBoCIRU1ZSTmDWyjhLpAzLDkOaIWJw6x1iiIe2VlMcBDoZ9kY88SgF9syVMIYUaVMnzs4/B8cgvibUq5JtgIIlUu45YtRGjQMCAWmyUQw2DlKGUsuY3E6YXF1icd8YqR5hdEuTqbYVP5k6gsuxPI8BwvYpAsKiQdllFPN+7Nt6S6C9zdckOZ1F8VXpNmSGaTFnFHNgdLvpLatzhls6v8fxw2TcvwDga8x8Q/99wyAQ/f9N/fpVAA8Mfu+yfu29D0YPLWTus2gWeekwI7ShoT7FvUm+01GbnFudLagN+cqsTS3diYN6MfSCAgayUvAaHc2k0ESeVKdhkgFDw14PgOOe0EVk4g9wz2sdTo6WxRh6epPu/IbfGy3O/RXK0xuQYfSnhizo+WbNJoZNJKMoSpfb3A/h+DDH0Fcp2r03D22vBPR3etc49nLYMqx+1mXus2qlk9n7ZO2+YyCS8UxuUNrKwIv+PbN6KBv8lI3yqOfuvPFkzIbTHXrJ/qGOiRnlsQQ7Y9J0E23oBbMA6L3XywWjnfT34Pj+AuObrUIjCff9fueTf0YHCZc+x5gva6x3COe+vsbk8zOsd2WKe7EghA5oD2ukJEG7iAldFj50EbPi3UBRJBSlwCmGgWPWYX0+oZsybv4UxM1w1Xmzd+gJMkxe7BoMZ7fa+fjvGb01BBdfocs96wo4TQgI8Gp5CMFhyARTQoANFrHqMTSprxzR952ckqfaDM+cW4EtjYpriQGtkzOsTiVP1FfmDqmyVhb6x86/WGS0k4DVuRFu/FTE0UOFw6pcFWCdo2nPerdZI03Lvglsz2WbUd1ZIbb92g1tQnG8BpcRq90C7UbE6DBj9/m58M5rze5tFNr7HD9M4P5l9DAJAPwmgF/Rv/8KgH88+Pp/qOySTwM4HEAq73lkDZKOd0IurLndBeVnGtHfXbiKgYGLUtUcEoEuLiX69w0zeSAtgAHwr3FdCm9Vg6lwWMkbOYa1G8burBSFL+z9XdVln6suYXQ753sPdnxvhDo0xBgOfsBg05BmaeEPnvHauerPG4BvhJYJhXUnGLFO9LBAbvxez1LGZY+FJvbr530FHyvVY43uOaKpodEaTZV3Sv0K9Nh6I0OETSxkDVEfQqzluQ1IdoMvxczNxdA+A0ehc2Ud/trNKmTdANOk8GomjQpX7dkfC3DrzSgOdsvkjBJjp8R1xv4TEakWO9ztVxrML5WY3OzQjeRBv/YzhNUZeQhDx9j5zQmqI7meW693mFxjrM4yxtcZ9KlDUCfXpO0iuhRRBDmfptNgoxl31Kycub/HHBnFMQHn17j2mR7CcL606QnGYmTkVhLKmLL7aVL+sBpAd9TDRaQbOJTyac9WHg2Gc0AqWOiaseTKTJ8cttG1I78wYD1532fAYaa+z2MXw22fi4A0q8VnxCDLAJ3anjxhQM6ugrV7/W6okJatK0Wn1xpU+w3OflMk8n6t9dq1m5U0azsxSLNB5lyXSBrIWWfFjq+tsPH6Un5WTaTCosXsrSUm76wwff0EUafoWH/OoJv3a07+QFAJEU0B/EUA/9vBl/82gH9ERL8K4E0Af02//s8A/CKAVwAsAPz17/8GEmTM3csXgXoRpLofbArAG21MED6oNmB4XDhsEAbZLjHJeCNdzLkMvVDBAzyBdciCTXBHYgTKTvQPK7UrHQRH67gPcTc/NCMV4yzDY3ujG4M8PONvM0gfSsMH06g4NcSVkJ1ehYJ6fjbJ73vmiP78jPZkYiQCOf0PGPRztGJJY5Hem4dFrkuviIw+lsvS1Xgmww9NAmxj1eaybXzWt2CI+xzHMLAj0A2woJ6RYq+tAaBYdMi1ZPRBewRpVDh+TlaFJWl85kJ8U6xXkilos1aMh4LiohY0kBg8Eil5fSA8ZXc6zNDsjnF8ucD66SXSSxWW5ytUx72D3fHDUv6GC0vsPz7BzkvAejNg9k6L9U6FWz9ZY3yTJWs/32G5qtC+toH6KKDdjSjLhLaLCGq3QMRIKaDrAsoyoVmXyKaSZZISnRhcArkNyOdbnFyuUB0XGN0SP+pmq+xnf3YiIIppQK2lnpllgSuTJFDdtFT4Cl5FBe1t2FxY0gam8PZzL3Bppc/k2b72ZADNjGv4phKs6U/kU2EoKdspDQRxkOfI+yWa2csDww5/cgzaj6JBBayfM8qGRcpS86APkajnSoVtmTG5tsb06rt6XinrxKXKB34gietht1GhnRYY3Vy6zD7O1zAPFUosmGLOQEeSNRcBORQ9Pp8gvak4qCK/x/EDBW5mngM4866v7UFYJu/+WQbwN3+Q1/Xf0SaBeSzYA2kYJkGyY8rcO4+xOeHJa3g5P2immXER0GeU/p5KGTLmgMvEdUPwbEFZJzKBO7nj32msV5sjGkiD4u9D4yR7SKxscn8HGjQv1TM7rNRStfpus5l+aIRiziQYIqzR12Uf9OpCGB275Fl1pP7a2IajTUynTYaBAErn/AnDh5yrTQyBKYjFYMfc2koJLrkyHq9soFL+4l3GQKfL96gdeR/faX4oUbNww9CJRIBjZbvBGkEl3oV4mpSLXrpvlD4QQIMpN7Y+QpNBHfp5f9zDDSBCmkScPARUL49BnHDrEwEX/pBRzTPWO9J4m11LODiskC4l7L4AVCciDNp4u8NbfyXj+DEp6+OdEpNP3cbJN8+AGEjHJcrdhPVbM+RJQrW91qakQCVdF5FzQIgJnIXSSYGBLiLVjI2dBRaLGoePVugmhEf+iUBKRw8V2H65cf/1qNh9sUy+8fr0Jj1Poz9alWUqSHturGoyeCCsxTLB4D0AgDlkGrSZBP7hGEBBvX5yAij42nKM3I7c94HMntjhBIgwBpq55yqCNLkKbRKzOhthxtKUNXdHBIDHpY/5k3XQB1evxLzHJhuTiXwmV45FXp+zbvAZaVzh5L4Ky/MBF+6EvkAotfpJIqMHAXHe9DbROm7NmWylVYEfAuUkWeNAOcQWbIM1KdGXfj75XXHkoB4L7jKmPNuhV8kwOJxys3NFHHvnvZ8/KfiemNhr8AxGSQxOJRTHsdAHXb0hAWoupRkodLclpr5RGUgxQAnWNqxUDGh6jMumicjnEiYJWWfccPis0EpK/UwGtbmUF4EHdlCQBlKQ4GebiLNqDAdsJHsdQiAyjYW8hLRA6wG/6DdBycy10mnsQ5G4tUHvT5ANV4QVZf9eygEeTt6B9iisKUqtZmID3r4xSKgDSuMkWz/BeOyBkEcRqQooj1u0mxW6MwGlTeBZy/qwjI4Brwa2XgLq44TqsMO5rxVK9+uwulwhjQnYB7a/U6AbA3vPADsvJbQbBeKKcfF3CnRjwsmDhNEt4GR1BluvAO0UWD4ArG6PUc0JOCnQTTrHt4kYORPKqkPqBCohtX/lyOAx4+TtTWw/G3DyIGP3WbGeLeYdNq90Uq1o/yGuOhTL/joa7GZcZ9Lyv1832gPS583um9M9W7h3D4Lc+zwSbrSpMikorEhwtaRVxNaANsjGNQiVrKcUKvG1X7YyYWrUC2fMQ97dDjUB9Oq26ZA2aoVoLEGxTaDve3DoxXdxUAEzaZ/GqMDqk0JtQjxZC6TYZaRpBRBhtC99jTQuEJYrnBqiHMk9WqzfJRAiwFDaoSaETOTX7L2OH5YO+Kd22JRmANqgDP73nisd+sxAy1iRp8MfYMqivhs2wVwZpjQ56aqHnkPcZTeXssUsi5McTwO07BuXA3zbcFoJXuHd2TFDM8DkDTijSlnz0iiPhtlSm9QnmNzwKOqD5C6ICj14o9aydm1w+vsbbx1AXDTyYBR9WewPygCWAOBNu6FEXjYs+HkOG7Vs5fbg/O3+xVUnXic+5eb0NfLqQsU3p66ffT7L/oFeiWqcex6oaBXOGToXnupDDGAxMFyMUsw7rLbk87Yb0Y2xLMiHNiHOW4CBjbcb1PviERMbRjGXgcejw4Tp9YQcgWLJqA8YlIGotMO3/3yBmz8NhA5INWO9K/ezXGQsLjFGOyuElUjY2wfX4BTQLEu0TXEa0zYobeB0VxxEbD8rY9RGTx+gG8vsTsqM8qjzYFycNH3C02UdgNBfk6AYs1//tm8SWkPX7rVn4DS4pwbGA6eqTECDu2kAAOVty+/FeePPA7E859kN4ewk+76W+9mEHr6gwWfPVU/JDZ1QgqMOVnDKsD3jBPflcf8gJTSEdScbT5u8OWpJl+Ho1GVhsWXG6NoC1Z1Gei72eCgJwFXNKjqyJEk+h56nWVeot8kfG+P+Uz/swVeqmOHZblBDhNB0PrQUkCwsR5Omoy9rSTP1IohZeTlY9EppYsOWi8I750PPEQCe6fvCLqPYLgb0G0kMwr00KmMk2aXNdcwYDdp0C20WWINZssVCaFMcCKzfZ8ANtYZeIaeGKzi/G55tpFGBgAym6Jx1b/QEoQj6wAkrkbV6MSzRshB7LwJgznH+/rphmXdJ0mxNhDPwe2CmUQBAZiVaBnBiV2fmsZog6fU0ypdZbfaMHWUcxQBoQ5IpCCSjG1OqdRamUUSH2CcGsJDiscPmXVx12H55CQAY3xpg351AQTbyTAJLv57aaUB1pLS0DkgTwvh2h5ufDOAHVsj7FfbbAhyBYg6sNhKajQLxsWMs98Y49wUp/7uHV6gAcGSkCSMUjHRcAGVGyoycCLHIaFq95wRwp6ZThWyio30gHzH2XtrG9LgXsYi1gVor5NDb6g7WhT17hlX7+ieAgqpjdTOMc3Hd8wx2mBQmmTtqlWtYZ8+0persmVQipNHhJvp8W7CnJiMU8N9FCGDt7Ri1j1in1hiVV2EVE9sIvm68fvIgCQDo+unxZgHLto4Hw8DNqY8DtCrp2TJicdwrM+N8LXzuRYM8LkVpbUssJXBQSwCjVppfuVlY56wQaFDI6f0x7rsj487scw6tKeH0GsWbfajC4JARSqbqQ88YIcmubMF49m6/rrumKf0MG3VVYtaf1TIdBJnsojzud/ukAHDZfFh1Yq6kPGvKLLPkWhUKWHafEmjdyuQMqxiYvaFjHtuABkyzc2V8V5PW31+hgFxF8brWHRwaCB06GmbLw8xIGQB2bTmGfn5mHH4W9iaR2H8CLmEnvXZBYAsmkg2W5YGMy9axRcnEg59HrgoRiNjDqI0fn5Iy4OL2F17+FMu+SjrV41Cs0jLH0Oqg4sG1dTiOBQcnlkYVsfpaB6CbVS7aoI7RjWQ6PGWgG0fEJqOci1IyNkBaR2DWYXkxgz59gO1XMu7/rMzNbNYFqCNUJxn7TwXk4xLxqxuIi4DtZwPiGyOU+1F0AU0ANwHdcQns1chtQGoEQw1VApUZ1UFAs0Eol4xLn0+YvbXq76Nxp5edrx9oMDRIwdauVXvDyonVIdAqQAAD22N4NWPqxbiUcX1SYZL3NlwVq8+7vRcgQdHcBSWDbXrIUu9THpWe8Vp1Hdepn6tahF6FafdfG8qszBR381RhUdYNxNlX+rvUyrNpwZ7r6LCkrUPPkoeskyG0kdn1HlbFu1WrVX/KIEmTSrxKTIT0Axx3ScYtD4yrBIFeFZela84heCZ0quwlYAhr+BgmNfs3XNZKrFRHUJZAn6aFY8fWwBqKeYQuZ7iWZPEYeiV02bnEzmQZOMlZoHEuqWW8zOAYfXKIe4/Qd/Nt7bW88RcHDRUiOR9jfHiXnT3byXXhGbh4D0PoceOil0Mr7ETor6l7cygkgwDYIAV78G2at92nrCY+zmcFvHoiZXekSQUEICl/2/oaJp2mxH0WRAAiKasoOzZovG2nLGoWblmiwQmUbYIQ90wZpQ+KMjK6V7XbDSidkKeFjGXTYQ8iRNHKoRBnwJHOtjTr30jiiX3p88DybIH9JwnNuYTm2S0cPEHYfimjWDKmXx9j56UO7SSgmANbLxQILSO0hGYLaDcSuGAUhzKKLdVyzTdeCzh6sgDXCWASNt9JgVQzcgTWGwHT6y16cza5ngYvmT+JWdKGZRZmRR21N0Du2tfz3+EQpHG/RTMhPvG50s1B149vbs27+PsKd5m5mPsMpV55LHDCANtlgZuE3dJq81KZUNZYtOZkcbr6znUhmxVyb4kRowwp0PeS5mDskxegn0Slz7RVbqTQEoB+0IlV3hDmmmDUGvhtsEuMyKMg/SaHR4Sp5v0DZnlN3TScCvg+QfzuCNwAXA5tRlGs3V19KIZNKJ/9qAGcAcGNwD7zDdAF41gnTv0d0M2BtRzuTBasWa3xqdVQ3l3tQv8AWNPs3XivmcDL56DBTg2FNxg+Hbvt3CgegHx+QLKSQXlH1qsk9I2laKpQAMGsZ7tTeDOPCnlbK1NDD9vIRVAer2Ujlv2jz9isvA6dyIABgAcldRj+vtKmPGtO2dVwch7C3MhlQNQRbw61+FrQjzZQ+AmlUs6VmtyXstpvcHn0AFeF4pYo5HSCzty08/KKxHBaCjDhSdbmkEEOfRDTBzVzr8LUhCC0srbiOqGcB+w+BxlMfMRoNoGDJwLOfDvh/NdW6EYRzYwABkZ7GSEB5dvi7ne7rXH8VIuwFpHOeEVIFXD0yRXitRpJhwsjB5RHAc2lFqPbFUb7A+xXk5nQZqBjx/UJ8OY9otLxlp3i1qRUP6lGWTUHZoVgWgq7HmHVIhi0WKv5f5ZmsIvoUn9fqMvguhjAnfp/zUg5MbqNulfq6kZhegjSSg8Awiprpi4ZvTO5eMAG0Qk6QAZB9R1KT/UmqdL2TEUK+7vBaV4RGouNPTZJFdOvQbkQ8l6M3DfarVnfZV9fLCgV4rzxxC9NKkApmO9mk737uDsCN8MXjN2sYNaRuR/V5Y22ZeeMA04GHxDEYJ490NpECwCeyZozHYL+TOqze8f3jHJocAVJVieSfC3d6gKo2LHTU8FXs237OcPGHKqBwQBq78hCVzolbvGFgN5bQYON8JLt88v5hrWKAKxhaZ9hSPcbXAOjVor8WNWVVkYDvnlaU4mj+DN76a0PvyhVgwZEDbJMImBZpb56sGsIwTapY3SzSnjYpp60RU0DVR+jl/pDNgpnsgwYSKcpl0Egi1ZsOKlDP5artgdXHjgbxJDH6mvOQFgpj9t8c5rkFXGuI3Ih9yFoZWfspuxiLKEUjm91mL2TsTwr/O725w/QvL6Fel/XUAmMbzPqQ22sZkboGMuLjMnrJVbnMygTmh1GcULgZYHqiEAHhHZKCB2hOgCqgwqbbyXU+62Ij9TEyCmNBmUE6vsZgUDqvGmVkwu6jKEVhXsduuwj0cyWwuaqGsRhfSpzJjScNnTUPx8ajOJ6QESgoO6AKh6ypIsIBOOGy7rqJgWKZa+KzSOFFrQiiCcN0qwSrYCaYFllnuoo76uZfmhl0xUbYWOmQNhMRZB5mKaI1syYYwDUo9sb9zo/1hMX++xKAeQ6qCpUT1fhkVwEUCRgnbzCSbPKlZffZWb3ruPuwLgJAxihL33NCczMcADJ2LLhTcpGEDoSIBOhNdPTLGPo1+wXb9iV5h6zE56oNiWLgSJTsU6T0Jrfhzv2jYs+e7DgPyrdY9seZp/Bp5ih4dFZDdajNmrsENpaceoc/DMStKxT2tSk6M1+FBrxzKsQWbhl4nHVwQZD2PVyOtbgvcFw21YTupgwJY2Lnt2iQdeiW65iD30pbj+chDNkCwxFEUBfsTjF0wK+PqBBfdGt627zB+3z2n2MK+MKw8v+NCn9fIdUULmAAimIgb7ydhXbTJOyz+IUoiLGIEARzL40KK0sqNVsN4poNgKOHySMyg4HTwJpLJvMaJ8x3ksyVg8S7FdnS0yukWDjHSGXjO1n9rA+mzC5UiCNGO2UwQUQGuDoYw3iCojL7LJ8sMj2qeP+HljCYvBdZjdQMogyl7JOTGVoLJM0LnrlMeD4rXvSR0I3lr5KmhSnoD57r2CbI+BTa2wwQmiSB23H04c9JH3+5Z7K73czEd5F9+NmGVVWkFNk5XzEa96oxdbzsr6Ys2YiiXTdGv+6NsWZNHpF6HBk7p89EInldDDhD/wzcAxS9So0yipnt8lWQYctMBGK/SWKg5V87X0YJcDdErjZgqjBBUZ3U9wqQ3c9vaBF33CkbnBzWxl0aw+zBSY3iNcsNVeCb7nYI/TCHQsS3gjRhZ5UtYdh1lsIFh5PGsXL+qBLaSCzZfRNw2Ajr6JvVBh8Lvl+r2o8xZBIZhTU31TB27UTntFnz9qoTKPCFYfyC/DP7eV/gCxEK/kGmZo5AnZTkexn+x17hgvyhleu9GEwtRsUnze/Fr0HYssZHI8EgDQeGBnpbEdKfbns59vl3qmO4bxtBLipmNEVJaBj0Dsgx7PtGg7ZF9D3tocf6DN1kYRT/372ediuGzzw2NrMhVQe9VHG6vE1HtjcR7ubsNoWeKg+kIZhsRDF6+J8icNHZebq1sMHoATEhpCybGDVERBawvZLQL1PePwvvwoEcQVM44CTS8IrB4QOaM+KZYg+R5JEdWpjywDd7JY6cEBhE7v+3mSuZeiGwXUAekVlkuDsNg3UX0O3PLAhGwpNWYPQsnGzu6DMihfD74HBosb5NsqdjY9z9lXH7t1jm0Iwmq9BnJ3JyrVaUHpkXHXyf3UateRt6EgKQHjlaZA5D7zzzSZDnhv0+otIIvtft05uyJVYzuZJCZuSY03PU7L/73HcHYFbG3jD3c49rTWAiod0T7/xsrgaYNoaWJHY5+XFdRJDdqPmdH1pnXUk2XAuXlajd7bAmvuFZFlWNxW5t0E0aVyebnDo61sGNJSGk2KtQ86s3yTrWA9M7j2YWg9AIRA3aEKfPeYywLwa7HoYJGJHN+k9TgyOkmpl0CzyaqK/RfYwSgmqTcIoftlmtWmBYEjF40JEPta4DW6KJX+4CDpGKnvmYwHW+fKBXH0JhWns9W1Ig2f7KoSKi1amtax6j+e4EAMoPye9H7ZWZJiy2HDaRuLikMYGWPS/mwvqy2L01SEHwvHlEmkUwAG4+u8QEBiv/8PHMX2jQLGWpttqt8D+Y6XAOQycXA6YP5CwuMQ4uLaJrVeBM99OWH71DOJCgtP0KqM6ydh8PeE7X34URMDB0/1sTGKZ0OMTowynHlixDgN2rnV6PRncqNeV++eC0nDIga0HXW+24VuVp5h0qoPDk57lfhe7C77enNo66IcY7JIm6vOT0UOdmsAE5Zp7QxZKc1WYM00KzbqDV8neK9O14OyWgd2xa0EAh+kMOhPKXnAthDNOdC3ERSN9A+NvG+wYYy+YIxIFpepKOEb0hlmnVd7f67hLMG69gG2SHdiCM3oGQfKsBn1Go1i4dbptOgdx34BJo4hCs6TQsmdewICv60wUGVfkAoPYZ9cAPFsTH2EoI0MykbjsfPE6xcgYIgOanZ2vlGEW7GMP7ZTBlYXWqUdmV5JJg07FOpb1lspptqxRN5SwFow5LjqnQAHBAyG1EvSDMgBINzEXXOgR1h0yzCUt9A+vNcAauZYR2R98H6zQwa+nwxZF0CwfGjCCV10h5VMlvk2xCXrfZZit2n/WETQU2yTBiFMtQ2bl9WwaC4GHq13fnxWv9o1HYSvH1AuS9kTsLQxMPSprRTm3VnVosBsdyFqizLj4BaA+iKDcuOVBrmTI8HoXaGcRyzMFVmcYk7fFLyW8U2B6vQN1jGIewR85Qf3tKUb7SeY+dsD5rzJufLpE2kqIq4zRocrZF6nPWgEPYjYowYOC9QiU6ud9FdbqdCACy2XQfkTobWPrHuqwDda8y4OuZ9vUJekiWOPbLBjM2uCUIhpSCeVywAqzZp2ZUuWkhIEB84MBBjvsEtcJrBuDB1dLxoZ9JMCzcFd4stx7MPXisMHPi9+OyOyNxkcKN1EREI/XPVNQ6cbEHTgTKOlsWPUjdxU25PzzpPLn/72OuyNwA0Lb0sXjQS7AhRyhy9LN7zJgneZI4KBNwYx+oQLeQLOMUDw9dLBC0AnVrMHeMlM1s0IWqbGoLuELRJzuBo0JDUBxIY2gbiLjnWzIrC9CE4novDlYU0szRWuGSpDKfQd+ILQZHpYpJn1wqMsgFapwIW1CM8O3n2e7MIAH29BlJA2GbjCkLBFAglBcpd6cKks33CbKAPBF7g8uAYBkrcGzeXgWnMdiqGPNJ793ASqxJ2fUGO5KzOB3ZyB2vgqbcCGiHONep3FEXMqIsWLeCS1LN7/IjFQG9yThgoBOPkNcJod87PoZHTGX5AEprmTySjeOCAbpKIQQV/2QB/O5OblUYHI7oZ3I+1aHHTbeWiO0FUa3WzRbBS78IXD8oPDDq0NgcTZi7+OM8phRf3EDy3PAaE+y/uWZgGLJ2P0mYXGpxHpH1npoGdkCplZ3iFLpgCHCLz03jgRqGLGVjZcU7jG4BIAKd9DbBmsmTor1c5AkyZrzTBCjJPCACSVTg4x6aepdofX2rBzfYC1Rsqaqwnby+bOPMHQ6q6kMM4tnilUTRRDRnFEULb6kQZ+sf0z96wDcLlru4aDyMBZKXQI6fNkSrswyNMRk8N7LSSwbjelF6t5jCVmTRfP6BwMF98nhexx3ReA2UYN75Q52/6BWjamOnjkKrUkEHd7YCvAsaZhpFIu2pxPZVOkhFs3ysFnQscaaMzwyC9fTNgLDNzOrCVSfXce14usWRJIFBhGyxFXy0pILxWm77BmcN30008y6obiQIAyyJaMs2b+zLvRGmnekEslejkyaBTOos4aMPEASa/V6N728Xvwwhri9PCR+H/SyG7fZm5n6NWk666AEe0g6dlaJOxCCe8qnZusSXHTTKTSrJz1f2zgN29TM3ah+CEBx3IKjuAqarUDQ8WfUMahQrjrB+xZ5FPvehG6CScVTAuXINSxPtHfCQEgSKCnrNcv95zf4pxsHVCcZzSygNB5xEcA5Y+PKCmkUEVdy37Ze67DaEWphuWDEZUDx9BFWL25i+0UgV4S4ytj7tzLQER78p8DsGkuWvs7ii2JN3cT+OVxAk2W9thtljxVnDKJXL/yyKkb6IT2MYNONLKtFzghr7gOvMrEsIUojC7SCa3ezCsWyAyvvXsyaoFAdtPk+oO7qZm5UPeHh981lZ45VSmm0NUgY2MeSJEVgV25CiQbE1OscAGkOEmGYYdszYddI1nJG7BqkWY2w7Dzou0o6Z5XGK/Q5sKNAEWRQCwAbYs6Tsu+pBPj1/l7HXYFxm8lTWGumkuFqLivN43IwHsxoaeXAezv3F9YZBtQ3+swi1ihAfcNBb44ubG+EKLzhHGItabJR43TiueGgQ2tWL8E849WvKbTQK9CyUJrUxIcNztCKIJfh1LlCG0TGqCDWIOhZiVQu3tytgnfwLaNxbNOol8aDVgWaeYAYPVCGNfcYLpL2HvQ++bl0fZbsjUATrGgH3w3o3Web+43Q3nPw+86f1xmVrMyguE5OHzzF+daMDEmgJRdXFdRT9Wi4PhQq6mwgRR7cU/HLyI63kwdkUjinmLcqzmFvrLFuRs5+CYT6oEVIwMGTAc00oDhJvkF5k51V/ZmAyY0Oo/2EdqqwSg7IDy9RH2UcP1Dg+qflQZ+cn+PWTwqEFVrG4Y9V2PtoxHq7UKdD+TzdRCiM1vsRdo6yNPSa2rr0HoM34pUGqwHUkqq46pzKmevC/c05kBtIuc+7Xhdj7BAz2s3K13Ry/x99j47hwwsUZnPhjjU8jWkF9Jtv0yuaLQAarm/Drn3d68ZmE+tFydueWoNicKaPhXnYl/3v2xCUsGhB5sutUJJR+swiup9Jq437nPtGZBK/EvdFYVVmvmvjGB53TcYtDzj1fN7cY4H2PTPMN6kxDbJQ9/OmPpiI73byMsa/pjdniKU7Ha0cdNQj4NJto1Whx57EExugTrA1a15aZzyNih7K0MweUfjUhj8PZfi9JL2vPOQvWkEolutUtCA2qIJTBuF2kwa3ZeeSXuMiW/Zo/7bFadREyuzikmTULeP9Klzk034YkBp68OAbC0fLZmozyBqsWhFZc9kgEG+EWjANkFLbNiPNBo0ixkUQhsvgPvu91/tHSsvrXd7oFITlTeNSMv8hrp8q8TzxdeGLVDNNa2onwdKh67IbR4FIEJx5Qn4+Ao3MrgSMDhJiKwMRaBC8l2ciYhuVZcJY7UaEDggdsPmbM4BEQXn0WEZcEYq9AgueoBwz1jsRiwsB5QkjtMCdpwIm1ytsvCVrozzplN/d+19wQQhLnRHaaj+pDL75imsdicK26fspLjCzP7pObc0EHYzRM8CiVyS5HFjGKgxmcF+OhGLe9kmJs5Jy/0xpBZNLzWgtISLA1b9aSWKwNqwn5PL5Svs+NID6MotVK7Pw298FMA99jJwOGATX9kHHStfmQDL0F3CVs2P0Wf5DTDDvchcdGh/8e2T77z7uiowb6HdQw2a7sWSWqVI/Z4LT3uIp7GjQ1CMga/Ydlp278r27tPIs2t7XsmDrXBv8YBg4oec7a5Bz03+LrYaJWsYwgBjMNwWAVhOa2VmwC/Ay8PRQBcVfud+ghjxcex/bVEKj01pU+JLL4NmiYZC9YlG7/ArnOKYb+s3SNxINhjZAt92s0E1KqRYKOnXvHOsMpIyF2F9rY+8EvQ+WXZNea2uiabXgr1kGryzM08aFUa6q7TNpUl4sSIRNuZDXaLZL37h9HdhmrLSv8kT46s1W6Z8zLiWzTMqfzyZiYlmDXvUAfUY+uD8G722/ukIxT0ilNCaZZKp8aDPqI9ksRrdbpQpmHD4aMLsCVPOM8e0OqSLc/68UVnhgBWTC2W8y2glhdUYC/tZrGaM9CfjGNLFzZqWndePoUFCuAtI4yiR7aOXUDZr1y66vQFNvCGYDqJParAJQllC/yULvcUgyaKA8bvvejrHGch/8LeA6IUDvL0fb7KOvUcvCreHo1VDm/jka9HgsUQtNQnkkToGmbXCRHNB7n2h1bTFDbB+MIGDPheHSQJrWSNPam6AGuQF9XHBGicYWmV3Zvy6X/bNir/tex12RcUMzUe9+hwFeCBk+UMyzNwsB9GW5ZgdI8EXiiwDoHywzFhpkDq7yCoqzRnLhiMET1GY3oyJdc0NnwmEwBSSwkC5Uz5S9my64mBg1AbkmAOTnyjHoAInotEYCeiwXGOD3wUtK48EKVppcwh+MvmR4c6HCFIVPwOghh0ogKWpzjz0adS5TL9HvMjhr86uR6+CSd2j2rvjFMMO1YJlqUenFpg+e5BmefEarpmy2ZFwJppxG8rvBmpe2tjUbC/ZxR1Eb0+yQBbokAbwQo6c0Cn1W40G3h7G4EE/rsM7IWuJzAAqjmsXBxsuDzVjhvTSWnozR2xy2qYxNBIDYWSvlSYdYBgmqWeYUFktgejNhcUYaq/PLQI4ROy8Aty7Ko1sfdKgPgOmN4IOCy7nyufU6W1AzE7ZimbyqK1SF3E0jEnrmllW3eVw45dGak99F69PNzJ430thkTWx79nphS/9ccCDv/YAEkhDohICkjfuUT9EJqc09O2kAeSFJxWiQoW2e5pTJBlko8ykYVBQFwxfdRx8SjeXG6leTVcjmdsnM7hro0v6UQebwZ/2sGACDIoF+3WXRL0TA1wjXQdWq7z9z8q4I3MaQcAxYg29WnDNY5lCplLnJ/mDbNJbsjQ5bED0zwEs7p/fBlX6eaQP9rDyzBlWYIQPSIC2jbyq5DCBSNoeXdeyNLTsXoC8vZYOAY4VxlfpMnTVIK+PEA4hBR8xOrSLmU1m9wEj967kLmb2eZzVCjwzdAL7RB1xGuwmeI2wbWUxx1YnM3x4QfT33CG+Vdz50YQQAVirmvEVo+i9HM/WnHlIC4CyPoNmysTKSskFSpYHWmpdJ7ok8+NmxS8POHRbQKiyuM2IyZhBp81dYIcUyCQuGBG6SjV4/cBBOcjFPSOOAZrPwNVUddhKwFG6Kqz7j9Ca0rg/DduOqAxelUs2A0EjzbjUL4nUCsYst5xmbbyTUey3aScDJmYDmTIc/9/Hn8flHHkH56hSbrwKAVAkAnMcflxk8kUERxTL5GmKFZbypbUlQJ/CL9VTMzsA84jGwirBg6VYHxoUe+MrYJh7XSRKcwEja9Pdsmhl5mNjAqijB1RkDhpNRTLWx6psQ99XxKZO6JrtQiMCnkomwFpWmMMGgdFW5XwbbDEcFhjYBav9KmVEcr5ErDdYMGbAwlKfrdeYYwLUx26zhGHpGmvrqF8drcFX0A7q7/H2zbeAugkoACSxR8TTh4KqCLsNP2Kl1Wj6nWsQTqbYmhnaeV8kfMM+2lX1i4g8rE4fcTZG99r4g/YUmxyPFo0O9DSyDtwWb4Y0LSv0iIB68lgb0NOmn5KRJ0TdDAhznOpXJWoMM6EvSzL4YoXzQXEe0s2HmMGjYDKAdAF66Gsfa3Pgoq/9GFZFMsKMPjf3bSkmnHWZr4PYw0XAYsXzuXslqv0NdRjRoiKTC6saxx6IDuRLQKILOSMm9WtEVj1qGs1IG41pFHsPnKwn2S4kdlrPP2I0tUPWfUcp2aKYMpJKw3i5dHWlThHzKuGbjgvlGhyfSqNBNSO7h7Y+VWO1GtBPC8mxAXDPGtzsUi4zjyxHz+2qstwjdBKhvFLhysoNLO0egBIzv9Jmfe4xnud/FMsmzpElQqnVjJpyCMYb3zmYo5jr2dq5a9eQqerPS5ei5vz5m72oCNoORLOM2vrg9n549G5Uy9PCKwFv6fJf9M97OCrcslt/NvfGVwXN6bS0AWx/CKmajAft6NLgtUF8lc1/JpnHZ+xAR9QwQpwFG13bAnqFAXk2Y+yZXhWf2XAThwOvoMldoq7raB4O/D6uE+H2++W/qIKJjAC9+0J/jT+k4C+D2B/0h/pSOH+VzA360z+/eud39x0PMfO57feOugEoAvMjMn/qgP8SfxkFEX7l3bh/O40f5/O6d24f7uKugknvHvePece+4d3z/417gvnfcO+4d944P2XG3BO5f/6A/wJ/ice/cPrzHj/L53Tu3D/FxVzQn7x33jnvHvePe8YMfd0vGfe+4d9w77h33jh/wuBe47x33jnvHveNDdnzggZuI/jIRvUhErxDRr33Qn+eHPYjoASL6PSJ6joieJaL/WL++S0T/kohe1v/v6NeJiP6unu+3iOgTH+wZfP+DiCIRfZ2Ifkv//QgRfUnP4f9LRJV+vdZ/v6Lff/gD/eDf5yCibSL6DSJ6gYieJ6LP/KjcNyL6P+h6/A4R/QMiGn1Y7xsR/VdEdJOIvjP42g99n4joV/TnXyaiX/kgzuVP6vhAAzcRRQD/LwC/AOAZAL9MRM98kJ/pj3B0AP6PzPwMgE8D+Jt6Dr8G4LPM/DiAz+q/ATnXx/XP3wDw9/7Nf+Qf+viPATw/+Pf/DcB/xsyPAdgH8Kv69V8FsK9f/8/05+7m4+8A+OfM/BSAn4Cc44f+vhHR/QD+9wA+xcwfBRAB/Af48N63/zeAv/yur/1Q94mIdgH8pwB+GsC/BeA/tWD/oTyY+QP7A+AzAH578O+/BeBvfZCf6U/gnP4xgL8IUYJe0q9dgoiMAOA/B/DLg5/3n7sb/wC4DHkwfhbAb0FE97cBFO++hwB+G8Bn9O+F/hx90OfwHue1BeD1d3++H4X7BuB+AG8B2NX78FsA/tKH+b4BeBjAd/6o9wnALwP4zwdfP/VzH7Y/HzRUYgvMjrf1ax/KQ0vMnwTwJQAXmPmafus6gAv69w/bOf8/Afyf0HvxnQFwwMxmwzT8/H5u+v1D/fm78XgEwC0A/7XCQP8FEU3xI3DfmPkqgP87gCsArkHuw1fxo3Hf7Phh79OH5v79IMcHHbh/ZA4imgH4HwD8J8x8NPweyxb/oeNdEtH/EsBNZv7qB/1Z/hSOAsAnAPw9Zv5JAHP05TaAD/V92wHwS5DN6T4AU3w31PAjc3xY79Mf5/igA/dVAA8M/n1Zv/ahOoiohATt/46Z/0f98g0iuqTfvwTgpn79w3TOPwPg3yWiNwD8Qwhc8ncAbBOR+dwMP7+fm35/C8Dev8kP/EMcbwN4m5m/pP/+DUgg/1G4b38BwOvMfIuZWwD/I+Re/ijcNzt+2Pv0Ybp/3/f4oAP3HwJ4XLvdFaSB8psf8Gf6oQ4iIgD/JYDnmfn/MfjWbwKwzvWvQLBv+/p/qN3vTwM4HJR8d9XBzH+LmS8z88OQe/O7zPy/BvB7AP59/bF3n5ud87+vP39XZkLMfB3AW0T0pH7p5wA8hx+B+waBSD5NRBNdn3ZuH/r7Njh+2Pv02wB+noh2tCL5ef3ah/P4oEF2AL8I4CUArwL4v3zQn+eP8Pn/bUiZ9i0A39A/vwjBCD8L4GUAvwNgV3+eIEyaVwF8G9L5/8DP4wc4zz8H4Lf0748C+DKAVwD89wBq/fpI//2Kfv/RD/pzf59z+jiAr+i9+58A7Pyo3DcA/1cALwD4DoD/FkD9Yb1vAP4BBKtvIZXSr/5R7hOA/42e4ysA/voHfV5/nD/3JO/3jnvHvePe8SE7Pmio5N5x77h33DvuHT/kcS9w3zvuHfeOe8eH7LgXuO8d9457x73jQ3bcC9z3jnvHvePe8SE77gXue8e9495x7/iQHfcC973j3nHvuHd8yI57gfvece+4d9w7PmTH/x+Ik5riYVrUzQAAAABJRU5ErkJggg==\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.imshow(a_prueba123)" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(789, 1184)" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a_prueba123.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a_prueba123[a].min()" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [], + "source": [ + "im2 = 255 - a_prueba123 # invert image\n", + "\n", + "im3 = (100.0/255) * a_prueba123 + 100 # clamp to interval 100...200\n", + "\n", + "im4 = 255.0 * (a_prueba123/255.0)**2 # squared" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [], + "source": [ + "zapImg_gry = zapatocaImage.copy()" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(789, 1184)" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "zapImg_gry[...,2].shape" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "ename": "SyntaxError", + "evalue": "invalid syntax (<ipython-input-37-b78c977939b8>, line 2)", + "output_type": "error", + "traceback": [ + "\u001b[0;36m File \u001b[0;32m\"<ipython-input-37-b78c977939b8>\"\u001b[0;36m, line \u001b[0;32m2\u001b[0m\n\u001b[0;31m zapImg_0_gray[]\u001b[0m\n\u001b[0m ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n" + ] + } + ], + "source": [ + "zapImg_0_gray = zapImg_gry[...,0]\n", + "zapImg_0_gray[]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'bw' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m<ipython-input-38-095035a70016>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0;31m#rgb_weights = [0.2989, 0.5870, 0.1140]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 4\u001b[0;31m \u001b[0mbw\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mbw\u001b[0m \u001b[0;34m<\u001b[0m \u001b[0;36m128\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m0\u001b[0m \u001b[0;31m# Black\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 5\u001b[0m \u001b[0mbw\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mbw\u001b[0m \u001b[0;34m>=\u001b[0m \u001b[0;36m128\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m255\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mNameError\u001b[0m: name 'bw' is not defined" + ] + } + ], + "source": [ + "# Pixel range is 0...255, 256/2 = 128\n", + "#rgb_weights = [0.2989, 0.5870, 0.1140]\n", + "\n", + "bw[bw < 128] = 0 # Black\n", + "bw[bw >= 128] = 255 " + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[12.1345, 12.1345, 12.1345, ..., 20.1229, 25.1224, 28.1221],\n", + " [13.1344, 13.1344, 13.1344, ..., 21.1228, 24.8944, 26.8942],\n", + " [14.1343, 14.1343, 14.1343, ..., 22.1227, 24.8944, 25.8943],\n", + " ...,\n", + " [14.2636, 13.2637, 13.2637, ..., 5.89 , 7.8898, 9.8896],\n", + " [12.2638, 13.2637, 14.2636, ..., 7.8898, 7.8898, 8.0038],\n", + " [10.264 , 12.2638, 15.2635, ..., 10.0036, 9.0037, 6.004 ]])" + ] + }, + "execution_count": 69, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bs1 = 0.2989 * zapatocaImage[:,:,0]\n", + "bs1.astype(int)\n", + "bs2 = 0.5870 * zapatocaImage[:,:,1]\n", + "bs2.astype(int)\n", + "bs3 = 0.1140 * zapatocaImage[:,:,2]\n", + "bs3.astype(int)\n", + "bs1 +bs2 + bs3\n", + "#plt.imshow(bs3, cmap='gray', vmin=0, vmax=255)\n", + "#plt.imshow(bs1 +bs2 + bs3) " + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [], + "source": [ + "bs1 = 0.2989 * zapatocaImage[:,:,0]\n", + "bs1 = bs1.astype(int)\n", + "bs2 = 0.5870 * zapatocaImage[:,:,1]\n", + "bs2 = bs2.astype(int)\n", + "bs3 = 0.1140 * zapatocaImage[:,:,2]\n", + "bs3 = bs3.astype(int)\n", + "blckndwht_star1 = bs1 +bs2 + bs3\n", + "#plt.imshow(bs3, cmap='gray', vmin=0, vmax=255)\n", + "#plt.imshow(bs1 +bs2 + bs3) " + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<matplotlib.colorbar.Colorbar at 0x7f5be854c240>" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 432x288 with 2 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.imshow(blckndwht_star1)\n", + "\n", + "#plt.imshow(blckndwht_star1, cmap='gray')\n", + "#plt.imshow(blckndwht_star1, cmap='gray', vmin=0, vmax=255)\n", + "\n", + "plt.colorbar()" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<matplotlib.colorbar.Colorbar at 0x7f5bddbfe2b0>" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 432x288 with 2 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#plt.imshow(blckndwht_star1[543:564,648:677])\n", + "plt.imshow(blckndwht_star1[543:564,652:673])\n", + "\n", + "#plt.imshow(blckndwht_star1[543:564,648:677], vmin=0, vmax=255)\n", + "plt.colorbar()" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "21" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "564-543" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "21" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "673-652" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(21, 29)" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "blckndwht_star1[543:564,648:677].shape" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(21, 21)" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "blckndwht_star1[543:564,652:673].shape" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [], + "source": [ + "star1 = blckndwht_star1[543:564,648:677].copy()" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [], + "source": [ + "#star1[0:10,0:15]" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([117, 116, 115, 115, 116, 119, 122, 124, 131, 131, 132, 132, 132,\n", + " 132, 133, 133, 132, 130, 134, 133, 125, 123, 126, 126, 112, 114,\n", + " 115, 115, 114])" + ] + }, + "execution_count": 49, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "star1[0,:] ## Row of the matrix star1" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(29,)" + ] + }, + "execution_count": 50, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "star1[0,:].shape ### X axis" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([117, 116, 117, 116, 114, 114, 116, 116, 115, 119, 120, 121, 121,\n", + " 121, 121, 121, 121, 119, 117, 116, 117])" + ] + }, + "execution_count": 51, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "star1[:,0] ## Row of the matrix star1" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(21,)" + ] + }, + "execution_count": 52, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "star1[:,0].shape ### Y axis" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": {}, + "outputs": [], + "source": [ + "def gauss2D(x, y, a=1, b=0, c=1, x0=0, y0=0):\n", + " exponente = -((x-x0)**2 + (y-y0)**2) / (2*c**2)\n", + " z = a * np.exp(exponente) + b\n", + " return z" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(21,)" + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.linspace(-10,10,21).shape" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(21, 21)" + ] + }, + "execution_count": 55, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#x_axis = np.linspace(-14,14,29)\n", + "x_axis = np.linspace(-10,10,21)\n", + "y_axis = np.linspace(-10,10,21)\n", + "\n", + "xx_axis, yy_axis = np.meshgrid(x_axis, y_axis)\n", + "xx_axis.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<matplotlib.colorbar.Colorbar at 0x7f5be86f2a58>" + ] + }, + "execution_count": 56, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 432x288 with 2 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "a = 255\n", + "b = 0\n", + "c = 5.5\n", + "\n", + "plt.imshow(gauss2D(xx_axis,yy_axis,a,b,c,0,0))\n", + "plt.colorbar()" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "metadata": {}, + "outputs": [], + "source": [ + "#star1 = blckndwht_star1[543:564,648:677].copy()\n", + "\n", + "star1 = blckndwht_star1[543:564,652:673].copy()\n", + "star1_nrmlzd = star1/255\n", + "#star1_nrmlzd_int = star1_nrmlzd.astype(int)" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "metadata": {}, + "outputs": [], + "source": [ + "zz_model = gauss2D(xx_axis,yy_axis,a,b,8.5,0,0)\n", + "#zz_model = gauss2D(xx_axis,yy_axis,a,b,c,0,0).astype(int)\n", + "#zz_model" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": {}, + "outputs": [], + "source": [ + "#star1_nrmlzd - (zz_model/255).shape" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "metadata": {}, + "outputs": [], + "source": [ + "from scipy.optimize import leastsq\n", + "from scipy.optimize import curve_fit" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(array([10.06793669, 4.00079696, 5.99748359]), array([[ 2.01660921e-03, 1.06798460e-04, -3.31516769e-04],\n", + " [ 1.06798460e-04, 5.77694024e-06, -1.74688173e-05],\n", + " [-3.31516769e-04, -1.74688173e-05, 5.50296150e-05]]))\n" + ] + } + ], + "source": [ + "#import numpy as np\n", + "\n", + "def func(X, a, b, c):\n", + " x,y = X\n", + " return np.log(a) + b*np.log(x) + c*np.log(y)\n", + "\n", + "# some artificially noisy data to fit\n", + "x = np.linspace(0.1,1.1,101)\n", + "y = np.linspace(1.,2., 101)\n", + "a, b, c = 10., 4., 6.\n", + "z = func((x,y), a, b, c) * 1 + np.random.random(101) / 100\n", + "\n", + "# initial guesses for a,b,c:\n", + "p0 = 8., 2., 7.\n", + "print(curve_fit(func, (x,y), z, p0))" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(101,)" + ] + }, + "execution_count": 62, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "func((x,y), a, b, c).shape\n", + "#z.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "metadata": {}, + "outputs": [], + "source": [ + "def gauss2D_str1(X, a=255, b=0, c=1, x0=0, y0=0):\n", + " x,y = X\n", + " exponente = -((x-x0)**2 + (y-y0)**2) / (2*c**2)\n", + " z = a * np.exp(exponente) + b\n", + " return z" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/data/.ipynb_checkpoints/Image_Analysing-Star1-checkpoint.ipynb b/data/.ipynb_checkpoints/Image_Analysing-Star1-checkpoint.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..100302ef19937cf55c06b0d6805a296a3c842486 --- /dev/null +++ b/data/.ipynb_checkpoints/Image_Analysing-Star1-checkpoint.ipynb @@ -0,0 +1,978 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<matplotlib.image.AxesImage at 0x7f9cc66ceac8>" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "%matplotlib inline\n", + "\n", + "zapatocaImage = plt.imread('zapatocaImage.jpeg')\n", + "\n", + "plt.imshow(zapatocaImage[:,:,0], cmap='gray')" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(789, 1184, 3)" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "zapatocaImage.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "bs1 = 0.2989 * zapatocaImage[:,:,0]\n", + "bs1 = bs1.astype(int)\n", + "bs2 = 0.5870 * zapatocaImage[:,:,1]\n", + "bs2 = bs2.astype(int)\n", + "bs3 = 0.1140 * zapatocaImage[:,:,2]\n", + "bs3 = bs3.astype(int)\n", + "blckndwht_star1 = bs1 +bs2 + bs3\n", + "#plt.imshow(bs3, cmap='gray', vmin=0, vmax=255)\n", + "#plt.imshow(bs1 +bs2 + bs3)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<matplotlib.colorbar.Colorbar at 0x7f9c653d83c8>" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 432x288 with 2 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.imshow(blckndwht_star1)\n", + "\n", + "#plt.imshow(blckndwht_star1, cmap='gray')\n", + "#plt.imshow(blckndwht_star1, cmap='gray', vmin=0, vmax=255)\n", + "\n", + "plt.colorbar()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<matplotlib.colorbar.Colorbar at 0x7f9c65328940>" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 432x288 with 2 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#plt.imshow(blckndwht_star1[543:564,648:677])\n", + "plt.imshow(blckndwht_star1[543:564,652:673])\n", + "\n", + "#plt.imshow(blckndwht_star1[543:564,648:677], vmin=0, vmax=255)\n", + "plt.colorbar()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(21, 21)" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#x_axis = np.linspace(-14,14,29)\n", + "x_axis = np.linspace(-10,10,21)\n", + "y_axis = np.linspace(-10,10,21)\n", + "\n", + "xx_axis, yy_axis = np.meshgrid(x_axis, y_axis)\n", + "xx_axis.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "#star1 = blckndwht_star1[543:564,648:677].copy()\n", + "\n", + "star1 = blckndwht_star1[543:564,652:673].copy()\n", + "star1_nrmlzd = star1/255\n", + "#star1_nrmlzd_int = star1_nrmlzd.astype(int)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "from scipy.optimize import leastsq\n", + "from scipy.optimize import curve_fit" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "def gauss2D_str1(X, a=255, b=0, c=1, x0=0, y0=0):\n", + " x,y = X\n", + " exponente = -((x-x0)**2 + (y-y0)**2) / (2*c**2)\n", + " z = a * np.exp(exponente) + b\n", + " #print(z)\n", + " return z" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "#x_axis = np.linspace(-14,14,29)\n", + "#y_axis = np.linspace(-10,10,21)\n", + "#p0_star1 = 0., 5.\n", + "#print(curve_fit(gauss2D_str1, (x_axis,y_axis), z_exp_star1, p0_star1))" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(21,)" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#gauss2D_str1((x_axis,y_axis),a,b,c).shape\n", + "#gauss2D_str1((x_axis,y_axis),255., 0., 5., 0.0, 0.0).shape\n", + "#gauss2D_str1((x_axis,y_axis), a=1, b=0, c=3, x0=0, y0=0) \n", + "gauss2D_str1((x_axis,y_axis), 1, 0, 3, 0, 0).shape" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1.4945338524781451e-05" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gauss2D_str1((x_axis,y_axis), 1, 0, 3, 0, 0)[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1.0" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gauss2D_str1((x_axis,y_axis), 1, 0, 3, 0, 0)[10]" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1.4945338524781451e-05" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gauss2D_str1((x_axis,y_axis), 1, 0, 3, 0, 0)[20]" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[<matplotlib.lines.Line2D at 0x7f9c3c016dd8>]" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "yprueba = gauss2D_str1((x_axis,y_axis), 1, 0, 3, 0, 0)\n", + "plt.plot(x_axis,yprueba,\"r-\")" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[<matplotlib.lines.Line2D at 0x7f9c3bf846a0>]" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(y_axis,yprueba,\"r-\")" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16,\n", + " 17, 18, 19, 20])" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "x_exp = np.arange(0,21,1)\n", + "\n", + "y_exp = np.arange(0,21,1)\n", + "x_exp" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [], + "source": [ + "temppx_xpp ,temppy_ypp = (x_exp,y_exp)" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ True, True, True, True, True, True, True, True, True,\n", + " True, True, True, True, True, True, True, True, True,\n", + " True, True, True])" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "star1_nrmlzd[temppx_xpp,temppy_ypp] == star1_nrmlzd[temppy_ypp,temppx_xpp]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "def star1_exp_func(X_exp, x_whch):\n", + " tempx_exp ,tempy_exp = X_exp\n", + " #star1_nrmlzd \n", + " tempz_exp = np.array([])\n", + " if x_whch == 'Through_x-axis':\n", + " tempz_exp = np.append(tempz_exp, star1_nrmlzd[tempx_exp ,tempy_exp] )\n", + " #star1_nrmlzd[,]\n", + " #z_exp\n", + " return tempz_exp\n", + " elif x_whch == 'Through_y-axis':\n", + " tempz_exp = np.append(tempz_exp, star1_nrmlzd[tempy_exp ,tempx_exp] )\n", + " return tempz_exp" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [], + "source": [ + "z_expstar1_thrghx = star1_exp_func((x_exp ,y_exp), 'Through_x-axis') #.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [], + "source": [ + "z_expstar1_thrghy = star1_exp_func((x_exp,y_exp), 'Through_y-axis') #.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[<matplotlib.lines.Line2D at 0x7f9c3bf560f0>]" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(x_axis,z_expstar1_thrghx,\"r-\")" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[<matplotlib.lines.Line2D at 0x7f9c3bedf080>]" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(x_axis,z_expstar1_thrghy,\"r-\")" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "4.126063711744642\n", + "4.126063711744642\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/bullam/.local/lib/python3.7/site-packages/scipy/optimize/minpack.py:829: OptimizeWarning: Covariance of the parameters could not be estimated\n", + " category=OptimizeWarning)\n" + ] + } + ], + "source": [ + "#p0_star1= np.array([255, 0, 5, 0, 0])\n", + "# [a=255, b=0, c=5, x0=0, y0=0]\n", + "# exponente = -((x-x0)**2 + (y-y0)**2) / (2*c**2)\n", + "# z = a * np.exp(exponente) + b\n", + "#\n", + "\n", + "\n", + "\n", + "p0_star1= np.array([1, 0, 3.5, 0, 0])\n", + "print(curve_fit(gauss2D_str1, (x_axis,y_axis),\n", + " z_expstar1_thrghx,p0_star1)[0][2])\n", + "\n", + "#z_expstar1_thrghY\n", + "\n", + "print(curve_fit(gauss2D_str1, (x_axis,y_axis),\n", + " z_expstar1_thrghy,p0_star1)[0][2])" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "4.928611745994732\n", + "4.928611745994732\n" + ] + } + ], + "source": [ + "p0_star1= np.array([1, 0, 5, 0, 0])\n", + "print(curve_fit(gauss2D_str1, (x_axis,y_axis),\n", + " z_expstar1_thrghx,p0_star1)[0][2])\n", + "\n", + "print(curve_fit(gauss2D_str1, (x_axis,y_axis),\n", + " z_expstar1_thrghy,p0_star1)[0][2])" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "4.874353706666568\n", + "4.874353706666568\n" + ] + } + ], + "source": [ + "#z_expstar1_thrghX\n", + "\n", + "p0_star1= np.array([1, 0, 7, 0, 0])\n", + "print(curve_fit(gauss2D_str1, (x_axis,y_axis),\n", + " z_expstar1_thrghx,p0_star1)[0][2])\n", + "\n", + "#p0_star1= np.array([1, 0, 7, 0, 0])\n", + "print(curve_fit(gauss2D_str1, (x_axis,y_axis),\n", + " z_expstar1_thrghy,p0_star1)[0][2])" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "4.875021346933124\n", + "4.875021346933124\n" + ] + } + ], + "source": [ + "p0_star1= np.array([1, 0, curve_fit(gauss2D_str1, (x_axis,y_axis),\n", + " z_expstar1_thrghy,p0_star1)[0][2], 0, 0])\n", + "print(curve_fit(gauss2D_str1, (x_axis,y_axis),\n", + " z_expstar1_thrghx,p0_star1)[0][2])\n", + "\n", + "print(curve_fit(gauss2D_str1, (x_axis,y_axis),\n", + " z_expstar1_thrghy,p0_star1)[0][2])" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "4.87435369702605\n", + "4.87435369702605\n" + ] + } + ], + "source": [ + "p0_star1= np.array([1, 0, 17, 0, 0])\n", + "print(curve_fit(gauss2D_str1, (x_axis,y_axis),\n", + " z_expstar1_thrghx,p0_star1)[0][2])\n", + "\n", + "print(curve_fit(gauss2D_str1, (x_axis,y_axis),\n", + " z_expstar1_thrghy,p0_star1)[0][2])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## c es aproximadamente igual a 4.8743 " + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.5729727621590178\n", + "0.46791300710503303\n", + "4.874353709858581\n", + "0.9316969381425967\n", + "-0.7084043204480968\n" + ] + } + ], + "source": [ + "p0_star1= np.array([1, 0, 6, 0, 0])\n", + "print(curve_fit(gauss2D_str1, (x_axis,y_axis),\n", + " z_expstar1_thrghx,p0_star1)[0][0])\n", + "\n", + "print(curve_fit(gauss2D_str1, (x_axis,y_axis),\n", + " z_expstar1_thrghx,p0_star1)[0][1])\n", + "\n", + "print(curve_fit(gauss2D_str1, (x_axis,y_axis),\n", + " z_expstar1_thrghx,p0_star1)[0][2])\n", + "\n", + "print(curve_fit(gauss2D_str1, (x_axis,y_axis),\n", + " z_expstar1_thrghx,p0_star1)[0][3])\n", + "\n", + "print(curve_fit(gauss2D_str1, (x_axis,y_axis),\n", + " z_expstar1_thrghx,p0_star1)[0][4])\n", + "\n", + "#p0_star1= np.array([1, 0, 7, 0, 0])\n", + "#print(curve_fit(gauss2D_str1, (x_axis,y_axis),\n", + "# z_expstar1_thrghy,p0_star1)[0][1])" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[<matplotlib.lines.Line2D at 0x7f9c39e692b0>]" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "yprueba1 = gauss2D_str1((x_axis,y_axis), 0.5729727621590178, 0.46791300710503303, 4.874353709858581, 0.9316969381425967, -0.7084043204480968)\n", + "plt.plot(x_axis,yprueba,\"r-\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.cm as cm\n", + "from mpl_toolkits.mplot3d import Axes3D\n", + "\n", + "z_model_star1 = gauss2D_str1((xx_axis,yy_axis), a=1, b=0, c=3, x0=0, y0=0)\n", + "#z_model_star1 = gauss2D_str1((x_axis,y_axis), a=1, b=0, c=3, x0=0, y0=0)\n", + "ax_star1 = Axes3D(plt.figure())\n", + "ax_star1.plot_surface(xx_axis,yy_axis,z_model_star1,vmax=abs(z_model_star1).max(), vmin=-abs(z_model_star1).max(), cmap=cm.RdYlGn, rstride=1,cstride=1)\n", + "plt.show()\n", + "\n", + "\n", + "#x = y = np.arange(-3.0, 3.0, 0.25) \n", + "#X, Y = np.meshgrid(x, y)\n", + "\n", + "#def f(x,y):\n", + "# return (1-x/2+x**5+y**3)*np.exp(-x**2-y**2)\n", + "\n", + "#Z1 = f(X,Y)\n", + "\n", + "#ax = Axes3D(plt.figure()) # creando el cubo\n", + "#ax.plot_surface(X,Y,Z1,vmax=abs(Z1).max(), vmin=-abs(Z1).max(), cmap=cm.RdYlGn, rstride=1,cstride=1)\n", + "#plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(21, 21)" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "z_model_star1.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#z_model_star2 = gauss2D_str1((xx_axis,yy_axis), a=1, b=0, c=3, x0=0, y0=0)\n", + "z_model_star2 = gauss2D_str1((xx_axis,yy_axis),\n", + " 0.5729727621590178, 0.46791300710503303, 4.874353709858581, 0.9316969381425967, -0.7084043204480968)\n", + "#plt.plot(x_axis,yprueba,\"r-\")\n", + "#z_model_star1 = gauss2D_str1((x_axis,y_axis), a=1, b=0, c=3, x0=0, y0=0)\n", + "ax_star1_patentado = Axes3D(plt.figure())\n", + "ax_star1_patentado.plot_surface(xx_axis,yy_axis,z_model_star2,vmax=abs(z_model_star2).max(), vmin=-abs(z_model_star2).max(), cmap=cm.RdYlGn, rstride=1,cstride=1)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "xx_exp, yy_exp = np.meshgrid(x_exp, y_exp)\n", + "\n", + "\n", + "#z_model_star2 = gauss2D_str1((xx_axis,yy_axis), a=1, b=0, c=3, x0=0, y0=0)\n", + "\n", + "#star1_exp_func((x_exp ,y_exp), 'Through_x-axis')\n", + "\n", + "#z_model_star1 = gauss2D_str1((x_axis,y_axis), a=1, b=0, c=3, x0=0, y0=0)\n", + "ax_star1_patentado = Axes3D(plt.figure())\n", + "ax_star1_patentado.plot_surface(xx_exp,yy_exp,star1_nrmlzd ,vmax=abs(z_model_star2).max(), vmin=-abs(z_model_star2).max(), cmap=cm.RdYlGn, rstride=1,cstride=1)\n", + "#ax_star1_patentado.plot_surface(xx_axis,yy_axis,z_exp_star3,vmax=abs(z_model_star2).max(), vmin=-abs(z_model_star2).max(), cmap=cm.RdYlGn, rstride=1,cstride=1)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Image_Analysing-A.ipynb Image_Analysing-Star1.ipynb zapatocaImage.jpeg\r\n" + ] + } + ], + "source": [ + "ls" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[NbConvertApp] Converting notebook Image_Analysing-Star1.ipynb to markdown\n", + "[NbConvertApp] Support files will be in Image_Analysing-Star1_files/\n", + "[NbConvertApp] Making directory Image_Analysing-Star1_files\n", + "[NbConvertApp] Making directory Image_Analysing-Star1_files\n", + "[NbConvertApp] Making directory Image_Analysing-Star1_files\n", + "[NbConvertApp] Making directory Image_Analysing-Star1_files\n", + "[NbConvertApp] Making directory Image_Analysing-Star1_files\n", + "[NbConvertApp] Making directory Image_Analysing-Star1_files\n", + "[NbConvertApp] Making directory Image_Analysing-Star1_files\n", + "[NbConvertApp] Making directory Image_Analysing-Star1_files\n", + "[NbConvertApp] Making directory Image_Analysing-Star1_files\n", + "[NbConvertApp] Making directory Image_Analysing-Star1_files\n", + "[NbConvertApp] Making directory Image_Analysing-Star1_files\n", + "[NbConvertApp] Writing 10084 bytes to Image_Analysing-Star1.md\n" + ] + } + ], + "source": [ + "#!jupyter nbconvert --to markdown Image_Analysing-Star1.ipynb" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Image_Analysing-A.ipynb Image_Analysing-Star1.ipynb zapatocaImage.jpeg\r\n", + "\u001b[0m\u001b[01;34mImage_Analysing-Star1_files\u001b[0m/ Image_Analysing-Star1.md\r\n" + ] + } + ], + "source": [ + "#ls" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/data/Image_Analysing-A.ipynb b/data/Image_Analysing-A.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..70884388755cbee1e2db63c5c79364a871fbfe58 --- /dev/null +++ b/data/Image_Analysing-A.ipynb @@ -0,0 +1,1392 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Image_Analysing.ipynb zapatocaImage.jpeg\r\n" + ] + } + ], + "source": [ + "ls" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "%matplotlib inline" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "<class 'numpy.ndarray'>\n", + "(789, 1184, 3)\n" + ] + } + ], + "source": [ + "zapatocaImage = plt.imread('zapatocaImage.jpeg')\n", + "print(type(zapatocaImage))\n", + "print(zapatocaImage.shape)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<matplotlib.image.AxesImage at 0x7f5c49b4ac88>" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.imshow(zapatocaImage, cmap='gray')" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "#for i in range(0, len(zapatocaImage[0,0])):\n", + "# i" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[25, 6, 10],\n", + " [25, 6, 10],\n", + " [25, 6, 10],\n", + " ...,\n", + " [31, 15, 18],\n", + " [36, 20, 23],\n", + " [39, 23, 26]], dtype=uint8)" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#zapatocaImage[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([25, 6, 10], dtype=uint8)" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#zapatocaImage[0][0]" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "6" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#zapatocaImage[0][0][1]" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([25, 6, 10], dtype=uint8)" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#zapatocaImage[0][1]" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([25, 6, 10], dtype=uint8)" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "zapatocaImage[0][2]" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([25, 6, 10], dtype=uint8)" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "zapatocaImage[0][3]" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(789, 1184, 3)" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "zapatocaImage.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(1184, 3)" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "zapatocaImage[0].shape" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([10, 3, 11], dtype=uint8)" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "zapatocaImage[788][1183]" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[[ 0, 1],\n", + " [ 0, 1],\n", + " [10, 5]],\n", + "\n", + " [[10, 5],\n", + " [10, 5],\n", + " [ 0, 1]],\n", + "\n", + " [[10, 5],\n", + " [ 0, 1],\n", + " [10, 5]],\n", + "\n", + " [[ 0, 1],\n", + " [10, 5],\n", + " [10, 5]]])" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a = np.array([[[0,1],[0,1],[10,5]], [[10,5],[10,5],[0,1]], [[10,5],[0,1],[10,5]], [[0,1],[10,5],[10,5]]])\n", + "a" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(4, 3, 2)" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(789, 1184, 3)" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "zapatocaImage.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [], + "source": [ + "#import matplotlib.pyplot as plt\n", + "#import matplotlib.image as img\n", + "\n", + "#image = img.imread('lena.jpg')\n", + "\n", + "#plt.imshow(image[:,:,1], cmap='gray', vmin = 0, vmax = 255,interpolation='none')\n", + "#plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<matplotlib.image.AxesImage at 0x7f5be887d7b8>" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#plt.imshow(zapatocaImage[:,:,0], cmap='gray', vmin = 0,\n", + "# vmax = 250,interpolation='none')\n", + "plt.imshow(zapatocaImage[:,:,0], cmap='gray')" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<matplotlib.image.AxesImage at 0x7f5be87f0198>" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.imshow(zapatocaImage[:,:,0])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<matplotlib.image.AxesImage at 0x7f5be87598d0>" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAW4AAAD8CAYAAABXe05zAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/Il7ecAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOz9aaxtW3Yehn1jzrXW7k53z+3eva+petWySqTYiKaKEm1LVkvJMqUASmxEkWAoIYJEUBIYQQT9ihMkiJHAihTHchTYjhIbtOSoNaJIYkjKkiiGZFFhX92r5rX33fZ0u11rzTnyYzRz7lvvvSpJLPkSugu4uOfss/Zq5xxzjG984xvEzHi+Pd+eb8+359uvny38N30Bz7fn2/Pt+fZ8+yfbnhvu59vz7fn2fPt1tj033M+359vz7fn262x7brifb8+359vz7dfZ9txwP9+eb8+359uvs+254X6+Pd+eb8+3X2fbt8RwE9HvJaIvENFrRPSnvhXneL49355vz7d/UTf6teZxE1EE8EUAvwvAWwB+FsC/xcy/+mt6oufb8+359nz7F3T7Vnjc3wfgNWb+CjP3AP4LAD/0LTjP8+359nx7vv0LuTXfgmO+CODN6ve3APzmp3cioh8G8MMAENH8pkU49r8xMwgAQgDAgAUFBIBIfmCWf0F/DgGgAHCW/ZsIjrIucSSEPgEpgSctmMg/lxMBbP9HgBL88/famABi3Uf/r+MW+xiQ/bg61t7v9Y4f9PveAZ861lPfyy0Q0nscJ1df5+qe3+Mcfoqnrn3vvOH9r93usT6Xne/pz77R3+waKX/9d3yf8NQ7q+7n6Wutd0F9/9Xf9y6hOo6fK1fX9l7fqb+nJ/u656j35GPpPW+sXPDTY8jPkeX/p4/zdcdlBgf6un1A7/HsUH6nzDJfSI5R/qD7BoAS6/U9NZhI5qaf0+ZKfW3VIeWaCGQowFP3T1x9luXce9f79M/VuN+7p8qkgPZ/3xtCLPdOmYvt4XJfAPz5751X95FnV/7wde/ZbVgAsv5c2btNukSfNu9pib4Vhvub2pj5LwD4CwBw3Nzg7z/4IThskzN4HEFEQAigpgGPI5Az6GAhv2+34JTBfY9wsJCHOY7AZAJkBk06pNsnABHCxRo4v0L66B1sXphimAU0O0Zq6esMK0fIswtAmhAoyc9hBEJiDAv5LAyyb26AuAPSRL4fRjkeB/ikyB0Qevk9dcWw2rFBel7IZ6kjhMT7fw9yzqxvjLJ8FntgWBCatTy73AJpJr/TCHADXL4KHLxB4AhMn2Skiaw0uS2TloNcQxjK8QG5lzQjxI0MvNzIOVOn++l9DAcEykCzYlk89Dh2DmIg9oxxSmL8GHJ9odxLveDYe7Bj7Rshvd4ANDvG7jhgepaRIyGMco44MHJDGBaEybncTEjAMCN/l6kjhIGRW0Ls5QRcxaCU5d84keNykOOubwV0l4x2zchR78Wel17XOCU0G5nwYYRP5mEm5/KFgGzcyPXacda3A47eGJG6sHdce1bQc3KU58pBjt0tM1In58iN/S/XaM+HGAgDoz8IiIMa9CSfp1YMTrNhGf9s70GNcJZnJ+9AjGyOtPf+KMvYza0Y/DDI/mEUQ8aR9u65PG+5FhmH8l58bIyMYR7QXdmDLgtRvTDHPuu4C2LsM8t5IyGuR+RJ1M/l+pptQo5B5tKQ0R+2aJejLx65kecftwmUMvIkAvqsuCEgMcKY5Vr0+sNu9AUjzxrEVQ9uoxt72iVQzuCuAa13QNuIbVtugEYNwZjwj979Ebzf9q2ASt4G8HL1+0v62ftvDOTdDkjiFSMEUIxAjKDJRIy2/g5m5KslQAEUA8JsCt7uxNtuGmCzBXUteLNBuNqK0Q4B+ZVb2LwwRY7knk6alNXUDa0OFHmpLAY0q0Hs1GiPYqhzK/uniU5cXQTSVJ5sGGQfW/3NaOdYJmKainEBF8PcbFkWhgCfzEyENCEENYIyKc2wibEcFwQOhHYpA2RzS653fk8Wgrhj9EfFaJtRMQPQrlCcJb1nAKCRwY2eawTGmSxW7g1FoFkz4paLcWlkwWpX7PvkhtTQiNEGwUdgHIpXNc7kGkLSffXZ2uTvltmNNhhoNuwGMHXkzy2MjMmFTKowyrNtN4zdiexj5wuDTqgshis3hBzJ32ezlYkadb/Zw4wwMJI+nxzl3eYo3idlue+gi7DcvxjHZiefAyhGNOn7HFiMHgMH7ySkLvh9xR3L4sL6s17L5CLJfSRGs5VFKyQ5X1TjF1JZIOTegGEefGGSRUmMXOxlgckdlXkBeXbk3n35W446tvTacytjkBt5rmaA/dwT+ZttlGT++T6dvDcQELcZlOQYyEC7ysXBMe/dIqAAxF32hY6yhVCE4TAibhLSNMr5AJx/rJNra2x/MdLtatyLAOwacxvAgYBcORG5LDZhyDpXMriNyLMGPImgMSPPWiAxxsOJGPRI4BBAQxKj3YuXwxObcCSf8/uHmd8Kw/2zAD5ORK8SUQfg3wTwN7/Rl8J8DurkwolIjHbXgXc7+TkGCSlSAo8jeLMBJ31YMQI5ASkDMYL7Abh1HXkxBc6vAADxyRKL1y4xv7dFu8oIowzSYR7cSIDFu5LVs/xsxsw9aVaDl9QDJrhXM871+2N1c5XHTKOci5IYN0qMzQtcPCk18OOc0B8R4s48JjWAuriM8/IzIIY0DKxejFzj9Il8J/ZcDCXgE4cS8PD7E1KnC0On1xXFeNIIIADNFr6wcAS6KwZHPb9GBVR5y5R1XxKvDMEmuUYe9s7H8tzsfw5y/Djw3uJoXjogRseMHQcxsMMB+f2ZMUqtGOBmJwYNkPNMLtQA9uyGKbWkkY4YRlvMOMIX9BzhUVpI8HESh/Ie7FiUK8PeyLMQr1WOA8j3mcrv40QWDfMmU1sMkEdaFpSqoR9n+1O42bEYJ9ZoIMtzkEWQ/bxhZPd4bQFLXXADLgti9nOTft/GPJMeIymckOSzdpl0USQ3smFg5E4Mdo4k3x0yDEaRdyteMWUx1DQq3KCGfQ/WjHKte/BZBvqTxi0akxhyANieRAwHDUJSDz8QFvcTchf8uEmfY24D0iTK4qSGmcYMEDAetEizqAsTyXc1wsiNwB3EAA0JoU+gIYlhjwE8iWgfrcFtEMMMgJsgXnjXuu0yr1zsznuiJPJM3/cv/5QbM48A/gSAvwPgcwD+MjP/ygd+yW7EDO+oVi8leXlE4GEExQAeRoTZVP6eM3gYC8SSEhAIwydfRJ53CG89EIMPgJuIsN6i+dwbZZCoFyphuYTOdchrYaJ52WEU784mkRmqMMC917gTzzO34nmHUf4eBvHwAfUKGzVugXD8JRTvQb1MAOguGbmDLhpyvazGo7uUcwwLXWRm5LCHQQtmQMECd4hBq70v4PpnoyxCzEhT2rs3N6hZDOM4k8G8PQ3+fGxBYl3AbHJlhV2GhVxv6NWzbOUf6+LikEoDdMssC1VLGPVa7Nk2W3nYqS2D2YwMMdBsivdmBsq8sge/SYycGZgc4TBAuzaDAcck04TQbLOH8dtrhF6fM0fo3/SdRaA/KCF9bmWhWN2JvghsrgfEXiAWNz5B7jkk9byzjTFdbHcZzY73DPk4pZKL0ajCFpLcFkOZJuRwRNyxL5rijauxDeqVq3GLavANOuQA9/hjrwtpZxGqvBuOpBEKsLodEbcGU+h8VthDIlW5L3GYsnx3FpCm5J553CQZqxMxqGlCyOpBpwnJIsUQg2pGWK83JEZ7OYKJcPGRDtvrDdJMxun8/ihGu1VDnWXe23MFa1QZCakLCINEaWkSQEMGIoFGRrMa0Z3t5PPRnpd63P0o76GLABG4Cchdo146y78mIJ6vwW0Ez1q1SwHIGYgBeT6B497fYPuWYNzM/LcA/K1/gi9IktE2NdYIBIwMThpb5nJD1HWSxJx0wDiC+wFhMQcfHSB3Ee3ZBuAMHjNovZV9cgZNOtDICIHRXSSFHDLSJOLwqyucfepQvNssHk9gON5qE4T0cmzZS53i3GZkmxKqs8IBlgjiCIEUmuJF2f9hlMk1HMi5Lr5vh6OfnYpXp96heLZl8QiDGnv3sIqXarh6GCGLmy5E3Jbv1vumCdy7hHmcROgP1Msmubdmw3v4+DgnxK15CvKZfT8M6v1O4bmBoF7bsIDDPcTA7jBgOCBMzzIokx+PNTx3GCYC41QiAYMiQAArJup5C128Tn8ZjsOOU3JMOLUCU63uEA7eZLQbC32L8bl6JSBNgOu/nJAmEgGtb0R0S1aPWGAR88xthLZXYozShDB7lNEfBLRXjOXdgPmDXOUoMgY1MIZ950jlvWhkYbBRboD0lKduUFLtgRrWDyKHVczDjjt2KCN1hGEeMLksXzYIRSIOUvguY3PaYHKVYFg3G34PHROaO+kuxQBnzRFREGMcBllYx5lcg0WBuZPvjbNGxhGVqECiFM0LjNWCXNkDyqweuHz38M1xP6nNXKI//V+cjrLoybkEKjHsHpmAaCslI00j+qMWYcjIrSzCmeW8SQ1x6JNGUiXJSsxI8xabOzPM7kWHVxCCGP6OQP2IsNqC51PQtgetNvLg3md7NionCQJv2OZJSg2XYgRCqJKXLMnLqKEGSQIzn18Aj88w/cI9YJARRZOJwCqbDXi9AY8jYp9x8Mv3Mfn5r2L+pUeYvP4Eoc+4+PiBv2xKjDiot6FG0zwR85Ys/KYEDPOSoGk2BZ7wyaTeIUf1ONWIE9tALca92TCaNePwH08d18yWrLPvB3LjMi7IvXkLU3NDSFPFiy3Ub3Qy6iJpXqczZDSc32cwFDy1TqiFEVVCVTB5u1f3aNXDNlzdn10Edtfk3Gmi0IUasu5SQntLCANw6KZTAznOFI+HLCR+D3otqZOJIwlKuFENiSUqGuS8ITHaFeP08xnNVs47Tiz8FUM3f5dx9FV23DuMkrh7L2aOLRqkmO+oidDhQAxPGIH5/eyRXRgljD/7FPmzH+aaMCRgcz3IezcoTjHoOhkaFKoSjFmNUVLsecDeu8wtaTK1JJoNQkkVpl3+lUVxWER0y+xQn40129qNGM9xqpDDhEpScmDHqm3xzU2559Czw0iWCzHjlhXKGGdVtELlvgRXtwQu7Y9fBmjM7uFT5jIfNeq2qIoJCEPGOIsIoya6hyzjkghpGtFc9ejOe3AkbK+3Aqm0ARwD0lQmw3jQgdsIUhg3dxE0JIyziOnDnTDdmBHWgzh0UYx2nncC7drlHczxzxvj/iffGMAwACmJp63eNjN7khKAZF7bBphMxAuPUeARzvKvbQUDX29Al0vQ0aEY+HYfO+9+7jXwcg0ASMcL7F45xTiPkrFWb80y8xKeksIJcIYEN+JpUYIkIscyGdzzNi9MJ0KNAQPwMM0Hs2KaBm8EZV2whqUF4yPBnjcykUPPexRFYxpIoo48GRp7Tf4kS1oVLzm3wHAIGL3JEnV7LJnq2msPz3DP1BVvjZj1uch1mqGKhpOf66Tugd0x7V07N2LY7RnuTgjtGtjpAtCuNAEMgEZosk09+4kwK3IrxguosF3FXY3ZYu+jXxi+LQk+M5SAwVzledlEt+SuJ6U1GuIAbK8FGSfqlXaXkpAMSd5Xd5VlcSI59s2fF4gIgC8gHDXJXBkpYark4k0yNPrSd6xeuHmeNp7cAAIOv+QKHiIu++lEceNpjkMYBBYQ71b2C2MZ3+b9m5csERIpLKkJ0AhN9gtcMs6C5BamAc0mC+S1Sp7kTJ1CVq1ExZLLCM7o8ERoLDBk6OXeEeRfmkaM8whjwQDw78c+SzJS51TqgsCR6u2nWXQsOw4ZadEiTyKabcLs/k5xelkcQhInM25GP0eeRPfG26tB9hsS8qRBnrcalQZhlwwJPInAMILbRvJ5T2dJq+2ZMNzMLN50jMIuCUGTk4oDGRWw6yR8MAwcKPhRZsezkZIc8+wC2O3AYxKaYIyy33wGcAbfuYXxZAKQsDtyJ/gkZXiGfpyXkMfZIKQGo9PJU2eaCeiPi6diianijSncwtDkTglLzZNJnXoCGcpBLxn73AneZp63TSKb+IAcb1goK0Yz9FlDXlJ8M4wV3VC/M320j60VHqq+JzMiOlnDIPcO6LXr3yxx6/xo/XycE0YzuGrIfQRywePjVgz7OJMJ2S4Z2+uFRbO6I96kURJDghr2gLhjXL0cHTs35oOzM3SRa1dqwBrzhuV9G4OHK+jOcGj7uyWyY88a/aAYwQxMLrLnR9yTtcVQ361FMXEA+kUoYyMWQ2hJbFscYi8euj0/iy7M0/aEo+LO0Yx0Izi8MGHIoRkzfHId7O+b1LhK8lfGIEfgyScbH2sewdlzHRjNWpJ4xtLJjRjDXDkdtqUuoL1KaHbZx7YYuVgiB4XsmrV4+mkW0K6Ezpo6QrNKzkJptnIcY/UgV56+noOUKy1wpXrEkTxKsu8bpCKQleDquZH/DasHgLCTCcuNYd7FQx4XLajPAEkNiUerTUDYjXo9cl1slMPHS92JQbsqi/8e2zNhuIkI1HUgIoTZVJKR/QBerT1RSepd00RmK3UdECIwm4KODgUPzywJzk48bzQNaDoFb7fAZgvcuCYnnE6AkyMgEtqzLcZ5xPzeDs0q4ejz54575Qj0x3AaW7thN1CSIS8D1z24LFxm43A7hSqU/RyrhiYqCYWjXS0ANpCM3kUjlzB+KPvZ/4YFA4Kjm1G3c+WO0GyAi9+6FU+lfvssRrHZKO55UMJ5O19/IgNa+M8aUdhaOamYJHWkYVmUDLRLWSyoWqzEY0ExBLogAWKo4o7RLRntJfs5ukvzAotXmxtjuxAmT8riFGsD3uiCo56zJ5+NmaNRSrPjQhHkApPFXuCL/pB0EZKEbVbvz4xobgseD8DpdiW8h0dITEC7yegXAcNcnrt8RxYmNkPeKOuHgf5QztMfSE7A2CupI+fom4dpC3SzY4ee2o0YP2GJKLtqFpzJYKyZuGNNnApXu10VyEKStJrYZTFylmjsD6PDgsQVV5uUDaLXkZW11ayVstlzYfLo/rmT48pzY8ejm3XGcNjg/KMN4iZrNFUgQEDn8MSSysZQIYSdQCIcCONBdKYJK7UxTWSx4eq6bSEDgNQGcCP/iNVgs7BPWNklPq1IDXvSxWNISPNOFpCu0fnJyNMW6FrwdCL/z6f7eb+ntmfCcAMAchavWwF5mk4dIrGfmRm864FAim9nDJ94Een2CejkWLz0pikeeSDwdivfb5uSpFyugKsVwoMzhPMlFr/8LpqHV5h/4QFoSJg+GnxCH301I/aChRrDRLi08q/ZMeaPktDxtODFiwJQjJDDI2rU3GtViCV1MnCsyMM+BwwvZvfUQTap8HXwS4E/ShGGnSf0jN01wvRXZ56Vr0P9MIhXLPtWxk7hhWZdFoGLT+h7M8NnmOkI98Jt8bIqNybxMO2ZlPI1OB0Q1bMz4zxOygIk8NH+gLbiHo4GFcAXGPP4Y8/OTBFDK8+kP6rC56dwcamag3vmYWChKu7kuuKOHc4wQ19TRg17zg2hP1SDrAu/0QuNVrk7JXQrOV4YBR8HS8FQbgQyYBKIY3rODk0cvjHqwg5/n5SVFsjwBcoWRmJ5nu0qY3MafJFptuKNOvTSyMJkLB4OwNHro3jxeu7ttbjn5UqkFzyCYTXUUuwUdN5khXmM5SOGUmAxuefQsxb26PxQ1lMp4lH4Yptx+oVBoBCCv2uHS6CRcavzpwvqhBnezWURUYZNboOzfJp1ck8cgP+dGNheb2UhyAKJcBvAbcT6zgRp3rg3HsZc5uiYda6KoeZIApEQIS53GK7NJBnKLDm6f550wH/qzctcM2gxBy1moNkUNJko3KHJyKYBQhTP+uYpKGXsbs7Rv3QKOjkCHR8CAGgyESOeWTxu5X8jBuFMKoTCF1fg5Qp0tQLPJkAISDNJxLQblqQjAQdvbDC/P6DdqCFfi+HsrjIWX73EwVu9T1orngHMC6XCfoB45EwCCTidaZSEZEiM4YDUAy/0RAAe0pl3U3N7LWueG8LuGhzjNajE/sUNo9lgz4swD0cML++fzzDrzD4h2hVj8RaV+zX8nwWiGecligDJwmPPZJwWb1vC/XIMqz61Ah4z5IaN2zV2V0KTNGMNFCZG1GukavEQaht5ws0jEDUUltAKI+/tV1P34lC8+Lpq0TB1m+zjjJzBAsDpcrMn+6yNeksTwvx+duolR/Lx1a4ZV68KFY6yFroo3DW5yjj7tlYggQzMHo1eLTjMgr/L3MANVmr12EmuKUcqnrrml1YvBMQ++7sHF2zcEtpMwvM26M8iScsn5JbQrnPBzpnL9Sgzy6h0Vghnc8QSlc22QCiedNVqTOd25zJmvehG4WFS6uHmRuNUwLhNep8VPJLhGLokUfdfkBXfpIl42HGbBJoZs+Rx+izYNjPaq4S4TUizBtwFgVhIjHbuonvbNAjPG8zI0wbpaIq4HYHEYp+6Fh+0PRuGmxnIRklg8HaH/PAxeLMF970kKYnEcw7kHjedX/nE6691yMcL9C9fBx0cgHc7MdhdK/seHAC7nVcpARDPvGlAsxn4cCGf9QMWn3+Ew199rBVq4oUCwPRL93H08w9w9LUtjr54iRs/eQ+Hv/AuwuUaaRpx+GaPdqWVfIopG/fVwmVjY3DQ6suq5Hecy4CN24orDgiGrridJWNK2bNOho48eRQGG/TVI1asFwSEHYq3a+ulGirjANeJS8dwHbeFetjKDOkK3mkLUOzld6ffEYRZw/ZdvX79Z9IBe/xzyAJk0gJACaNtYbMELlBgHqCaxEBhflD53BaSyWWuaJT7Hk5ZiAvWb4lf87DblbBEUkfC09bNmRP6jFNbFmFjIznXui/f8WdewWuLNxnDXKGJYJIIcsz5fYE9ciOJO4va2nX2c1rORiIerqAXHQ8jvGhnnBAO3kk+VmqWSZoIJDROSnWmLXLmLedI+O/9b/8rTVgT/uj/+r9Cd5kU3w/ipVdJXoNyAChOrR63Pr/UisEEJA9Vj1uqxmgND9mWZhJRHL6xK3kqLYUPGgnFbcG/ucLkJfkp5w199qhCIEbB17kxgx6RZo3QkJcjxkWDuB0lF9UJJJOmjY/LMmcbjMczX8BkMJDoLBEVm/ge27NhuKuQgJmRl8L1oq4DTSfgvkder5EePQZfXGphTgBvNmi/+q4nWtYvH6A5U+rfrpf9+gFoGvBqLQZ6HGU1owDEIAnQGIAn58CTC+DJOYa7x1h/7Bq2JwGmu7B6aYp8egja9mhffwh66z6w64FdD95sMbu/weTdFa7/3BO066x4HWkFoCY5LTyu8E9jXlgi0zPlAY4BA3DDMRzCvTvjpI6KLVp43V0Wvm5dVATzOFkGaV1pKMZVE1hddd5Y/jf2iZ3bCjkMPrLB5wsL1Ci35f7MCx9nMvnHWRkGTv9TQ2HQCyVgdZfcAFt5ee40ElCMfHW3VNNZAtASiJb4tPtvN4KZ17h0t8xSVh0kiRoHgcguPxIK3q8UR6P67U6UiRAJi3ezwwTimapnrMnKe78tS5JQPcR2nfXaqwrGXBKK8kwYs7MsUYZCGF74pLmCMIrx5yAQyDilPc/UYBJQxfqojJ1g/+JtG9c7NwWeswIlo8baAtJscoEEoy2kjP/kf/Nv6GJC+H/86T+g8hGyr0QS7GPXvG2OhPXNRiKsVHjxIv9QmCn2btNEjGt/FGHUTdic0SghKF9/d711L17Gp0aLDSFoQnGci4HN6rjETZJCHIc1K152ynoNatiHjLBLCucw4i75uSwxyYqLhz6BY0DuIkI/IqjnHXpZvTYvHiBPG1DOHwiV/Jrrcf/TbMfxBn9m9vvlF6P45SzsEiLQdAK8cBN0foV8ebX/5ZRAd2+DdgO478VQxyD/W9VSIMHItztJanKWz2METTpwygLDzKYYbx4hLne4/NQ1H3zNJuP4731FNFD6QSs4xSWk2QyIAdy1yAczpKMOu2sttifRi1Tq4hvnM0fyCW+es1cgVjgvR/LCBSbxrKWcVz7LLaFZCbzSbFXwJ5bJGgbI8pzhA8/wRDt/3GqFJgx7VfGgtnBxLTSlkdEfEybnKmJlmD3gBTl7immV4XYqpcMnSkVTdkm7lIVmb3+DNZ7CwG2xsxJ9xxH1+F5KbSXaajQ8cWjfQ9nfwvfa+DsvPEpE8Oi7Gdd/Ua59ez1gcs5o1xljJchkxTV2ffd+z4jbP9YI3W3LWsUYJEnYkQtfdavs53Rmgy5eXpau0IHpjzS2OGvizcSs4i57ObwlQ8eZwCTOFtL9zeBaktHgA+NaGyWwHr/GrDHK3up2xMG9hHFWCm1s3AgXnUoewKp/l9kXKVu0XVxKMe2aSx43GeM86OJajp8mAZcfjjh6PTkDy+7ZN3rqf+znJXIXEPpcipT6vJ9LYbiRp7HQb9MkIm5EvEqOKfukSZT9U6mwlEHFyLMG1GeEfnR4ikmMPMYMnrUI6x4/9dp/jIvNvfe03s+Mx83D6MaVhxFoW1DXCpukaUBPLsC7HcJiLrBJDJLQTAnDiyeSfJzPBANPWWiFmujklMHbHcLhgRhtTXpy34sB5ox8+xToB8QvvQWQDMbUSZh18jPviNG+WgJDr/REfRHjKJiU4lYXr06xPY4+QXMLIJRQfzhQoSj1FIMKOBFLWboZZ0l0llC2ZkHEnWg/WMIsTakUoPik0wmnuLJRBy2UZoMt9JqsHByojJeeTxaNUrbcrEvE8DSvO/TF4zYP3WltCa4IePGpEc0GpZgnCF9bJgN5EU6alAjFjS2V55kb8dqDiRVVlE1AGBSAJUW1AEXv07RdookhqQaH8Zw9T6Fc9JAYp79MzlaZPzCxqer5+3sQSGScEq7/o9ahgWFOnjA2WKdbWhl6wXhNc8bgAqs2jQojDLOiweLUPluwCF4eXsM6xhIBChYNIsevPZdh0glqdHIVQZnRTkrDM8745EIrNVnyQnJseBm9cbdzA1z8d68KLs3s8KFEgnBM256ZwQvjPGgEpTCO4vbDQtQrpVJUqZvz4Pu402EJ/lEogrlmmgylJL7ZJozTWOAxKk5PaoNDKGkaMS6i0gGzeNMKsTTrwY22GXWOSvvshc+dZi2EMy+sk+3tuXC5jZ3yzCcnmcWrBkDTCcLpieDZtvUD8tm5GOTVWtgiwwiEgHjjOpqf/QK4icB2B2QpyAmTScHDG5nl5iVblSZ1HWg2k3/9iHzzBOOnP4Q87zB9Z43FvUGyw5nF++9aoO1UyKoHzefgXS/MldUG48nUMdntiSqsAZ6FByQh6QaiUhzkoKFdY5Vk8MKa/lC9MMMcdZ8iBcpeLWeFOv0xXFtEkqiM1fdt9jxTwIwX9mhv7Urw9mbDTokyLNIKhcYZIXcFqwYEwhiMPaHaLobNkzFLNAF37Zci+mPy41k5fGol+dldicdFXIy1e8UJe4Ys9MaPLp62XbMJUplwUs03N0jA8HpPeulEffiZ5Dx+K5aKfVkYvSqzHspUjm+wSewFFimQUnme/k61pL8/JMfN445dCdAWr2aX8e6/KpWeIjermLlCHqmGQap5HzW6GSfqHCg0wyTfiT07g8Twb9vPiod8YdFnNk4tx1BOZHi6G9tZ8Pte32gQe8birxz5e7WEY6o45TZnmm32xKuJWhnN0Ercc0OYvztg/lBgKo+S17not+gCkqZBo0TN4wxaUTlmjzqYgGHeKFxDPldMl9yeQ+7kxXfngxjySCIglVEiJo1cwy4pD5wF6w6E8aBDXA1YvTRHvNohT1tM315KZWVjq+T7oyHPhuEGkFdrqWxMSbzYa0ciIKWVkeH2TWGWKFNEKosAXq3EY7/3QDzo1VqMK+BesXPB27bAIobHTjukG8eSFCVC82SF+O4ZQj9i8mCDuBn07+Kp0+ECfHEpWilXCtv0CtMAzu1efhiukW0DQLzmgk9b4sgM4Tgr+5nnNxzCBaqsKMGMt1H+7PiWfEsTYPqkPFtT4Zv9/2YyoZRqZZ6f8WMBKDNEmS+amAuDJIYs/I/bEmZacpGSwh9KQcxtgTcsUjAGTbOFe/Q1wyQ3WgjViiQtFNIwjzx1gmubzkbcaVHPouKcJ3hh1DilosSnwkhWBVgLbdn/UcNsM6S3/0FA1Gs1tkopPtHnlZ4ayGoMh5kmsRSjHafBC3iiioAVZUTS8vuMZs3YnEaY8qFLstozbgkv/n+KZOtguh+2OFIZU5Rlf2G6SCIV0MijwsoNY671sZstu9GmxBhNa0THuDFw6mcMmEfOnsQzL9484bgTRlbcskdQYeBSwKNb7BnDIsIhRoJ74SLEJvRIYsZw2Ajf/3xEfxD8HbTLpHBOkCi2Z9RQmAhZiS2wCspmm9Bs5aXGXXYjz4EwzqPDiKxsEpeyIBJdb61q5mgysAzuxHvmGJwSGIaMPG0wfbhDOpQeAvmg82rYtOj2oZqntmfGcMeDhXjHE+WEXVwJfj2fS4l710rxTUrASy8AObtaoDVbQGbQwUK8bivCURybWm3GkNSDtm4555cIb9wDXVwhXqxA215gl9UG8d4jpEWHsBvAM6EX8tkFaDGXaz0U6iFaoSh2X3uImz+/QuyBo9e0bBtwzM8wZSuSGGfKse7h3iwl9rfCEWiX8FJpQCa66RMD5jWi8kbIpVO9SCYL/BJ38EFoyTpAJoQlcoxWWOthbG4KDs6RnJ4VzHMJ6uVZAUwo3i1H0SmxKKSmHQqdjP06cyMaL81GFpXZw/oeC8sk7gyCIeyuSVVls7KFSErh2xUcxxbctiTn5H7LvYWhsDwAqTC0KkJPHEZy7/Lsk1I+nSZy/HFWyuitjH2cleIWY4CIDncxfGZojUJHWaoijapnid+kFEc5v3iwJmUQRsb0Ivn+NWNH3i87ZLW8GwV/HtkhIvu70UwFHhGjWMM/romjWt9xkLHQVAuGe+QkTodFAdbEQKo64bg7W7TCUkhk7LCkMIgZZ1vwXYmvcoKGRXBMmyOQZhHzhyOQgXERxMPWvMXGOedyT2kayn2rSFVUz9hK39M0qkOnmPWoVY7VfWU10GHIjoGniZTKh11C0tJ2BLg8rM0xeS7q9TMjbMeqSOv9vW3gWTHcJLok3AvezP0gDREOD4XKp9VESBl0egLcfyRJxiwQC8VQjHI/7GFD3A9CKzQcutMKJaUCghnpoy8i3z4FNxH9i9dktVyuwNdP0Ny/EKWuGOW4ltgEgHEEHR2Ajo+A02P0H72FeLlFo1KxzRrODjFDZwPRuoiYZKZNXvO6pSKr4LX2cmtmhGeuh8JGkTJfeEjOAS4Na4lD84AMt3NvciiTHyjf7y7gsA8pY0LK/g13KV5euzZKoRjZdlkijNAX79srP1GgDaOfmbZ4mpFwu7lg3WaUwiC0w7roZHIpzBrHxTUfUFMIzejbuXanUkoflV44uSzvoTRBsKpKIE3YRcJyQ+iW7N6wGU9JAJpBk3Mn6wRkUValhWJl81Z4Y3okZtT7QzG4F69GFzwbNblr5eu13G3dwMFyA7NHMv6Nz10vVvYOcixl8Z4jAVwuoexc8Z51LhiMIxEfufyxcc4N6jAsPqs2CAfC8qVCP13filjfjOIhD8VDNh63RXQA0F0lX8BsrqQuuPaJzZO4ZRy+PQjdb0IeSeaW0KyTOzPDolHVPyqdhxQHF/JAduPrsJoyU7gR7JwDoVkO+3riNd2PFFKBOhVtdEZJWnT+PMNm3449vT0bhjtnEZmKUXS3taw9v3ILmM/A2x3SohNa33IlVUVNA05JjPJQtEvo+EhEpVQqlizTnhLy5VI0S1IGTaVUPn/4DgBgPJqC+gHd649AVyugH4QnDmB48RQ4v0S+uCysl6bB7tvuYvUbXgDPJth+6ATDvMHDz1wXMSQAxvowHi9QjIAZHCt+YC8gAZz1YYkbGxTW/44VK9fuN6V6srBKAKgnJtBHGBjDAl4RaJKdFi4blEAZGBfFMBXGS+GfNhv2UuQwCu+c1UtKnVK+VIK01iwxzfC6OYFBJnFXvOLcwdkyzVrpbrvioXHUJG+lUAgSsajukl3q1mAYL42PJZlpRSXdBWsHI3mOOWrzBTM8Cu8M2l3o9HPsCw9HOKfZmgyME8L2hDDMtbBFjXwtyOSsB70eM672d2/ZpcUx1sXn4J0M0yDxwia9T1MHNIiorZogNFaPYOXqttA2JJ9PSiJQFjXy1n4AijqkMjVSRxgn4rHGCj4x4Sqj+4WxJFqF2pf3YBNo3cHpF5KPk4N7CbNHuUBuBkkxe3LRIIysNRK2ENu5zSiPs+C5A7lIuO54TQ2U4wt8Ea3iseKaQ2GfNIloNrJY2HwsnW+kMpOyJCO50ZJ5dSBquqDNVXF+skc2xgjKbRR79wHbs2G4VbXPCOe82QKBEK62Ls/aPLoSCERL3/PlJahtQE3j/6NtwBdqYAFhk6QEms9AkwnC8aHsd+s6cO0I460j9NemCLsRzdVO9AHsegIJft42iJdSuEMT8fLRNsDJEfqjBuubDc6+8xp2xxG7kyiTWavn4o7RXokXNrnMuPhU8qpJT/ZpSbg1dQDg4jheZKBettyUDOLl71v6udwTV4PcbBnb63Cve/aQ3ZN1XrUe26vmdMsN0KxKss5V+zyEA9Z3FFdVL2dcCM68uybfAcMHrCXxckOu6Q2UoiYAXrJtyarQF+OSpnIO6/U5HJHgztYQglH0UKrrFA8SJeQnS3ixG91hRl6sZGX1TuNTo2RUvbiDNyPY04Chknw2lcPYK1PERcSqsFcXRFuwbDHLjRrQKAUuu3/rDM2mVO/WVM7LV6MXhNh1D/OgzSu0OYji4860UXzeErSlAw4c/jBjYgU6e5WjVsYeyaMIa4Fm7dF8UUi28Gu0qA7HsIjuOVuEZ+N9dyQ4NCXlwU81h2N0Rytdz1IiL0lWQlCsu67etLJ46xwVRkat3Q1o6X0GhgOJpKWnZNH1tqpjUw00EkDuAvqjBuOiUZJARm6CFN1sRjfqoc/IMWCclVDFE9yqIBi3wuPOKg0b14PahrLAvd/WvP+f/hvYmMXQdh3yaoPw8AmyNg3mzVb2IRJGh0IlLsRipewvvQC691D6UIbg+DdjFKYKM/LRDOOilRJTQLpVTFvQtEFkBh6dCz+7acCPzhFiAKYT5OVKYJk+A+/cR/jINTEqM0JsSCshC/7VHxImZ8pNjoTjz4shssliDRhKkU1FWVLMUSZ4he2pFzT9rw8Vu4ZzvcMglLqUCNNHKLQ89bJjL5Nk+Vs2WPzU3MN096oVs7XqNdPRsB6DJhg0u188MKlyZJDeh3s3ilm2K/VoR3ZqJLKFvAoVRPk8W2RheDQX4zi50EU9FthEnof83Tx2iyByq5ICehyDXORZVZ6uGsTac82N0PbiToTFjNvc7EoUYj08LUEXkkA1gOxjxVCmyWGLUtFAUVhlZWJMBq0wMALxL13DsCB0V9k1t6Fz+fD17F4rKRxROglZ4pHRLwKabZY540YNDr2FJKJZk3P2wh17d16so4lyh9c032KFS8a4GaeE7bUg3rJVCauB5wgwFzqpPPvi6eZWmSiV2qE1eXCYamKskhJFWGIyDOzSx4JNqwwsBQzz4AliBAADg4wOmyUyDIMIVtFordjgSUJJeGshjsrjNuukNNwg/O8xY2ykejIoJGsed9wlZWZRmePMCJsRadZqj0pRFxyPJ1LyDuxpnLzX9kx43K67bZjOMEgyse/xdNknrzfSn3LSidFuGvHCN1vBrd+5D3AGaVIyLObg40OMn3gJ+fQQvN0ifOkNdPevJEzJAEepaIqPl7IY3DoVBUFm0HwKTDrwtSOE69eAthMvv2sxe/OqcKEXkogz+CNHMRzjnLzRrqn7NVsW4zWI4TV8DwpZiJdJMBYGAB/0XjVZwwCKIz7+7uydxQ2OsM40xiVnAo5/fIZ2yVjflm7wZvyACvaosG4vf6/CyqzMDjO+5s3Ltdq1FRqbGVPZwXDqCurIxpXWYxmbRBeP4cCq7CqIhcr5xim86TLlmnZZztdszZssMJIlHu14w0wMlSVOzaOVVmrkOYlhQdieiKKflYzXiaW6oW/tOTm7BfCxYrS8qLAXsVRktmvGsAgYZvUBFGKJBcd2aVd95yGxU/zOPxaR2sJKMuaRGabDt5IkP1UdUBZuax6ihSHKdTZ4xcTO7N0YW2RxP3niMg6sEUR5X84wqq7ZGoQ460THDEdyZsmwEDNl5xbBLTiGLdzsQq21cvZmnVULXhkyxhIJ0hJN/hc9cDfsKpolC6146rkV5onNQUpK2x1LEweXwo0BeRKRY0Bcjx4JU5892Y4kpfCeHxgyaEiIy1687SSL/Qdtz4ThJqX2IaX9xglq0Nn0ta15QqMQyWIBUABCdFlY1+fW7wMAnlyg/cq7CFcbWRwoAE8uEN9+hMmbZwLDMIOGETi/BN59KI0WmihJyuUKtN6Cn5wDnMG7HWg6xfalQxkknSin3frHW8SdsCvaZRFCCrvSKRxBB5hTilTYP5b2X8aOAOB0JPM4UBvUoYJIiHDyK8G9XptUSaVHSb0gK14ZDgnz++w9K8MAbG4QdqdizF2DwsK7XfFaciPMlazyrpZQHVRrxXQtjG1h/SfNK0ydYH+SJFKoI4hxzi1w8TEU/DeZodLQV9MZaUrqpcENY26B5R+4Kh73UO5XeMry7MzrzFFoh97wOPOeF2mJMSu4MfhlcxrQrBmPf+sgQk1t8Zi3JwGxB9YvlH6NtniZB9nsjC4nnzdb9hZltk3Psof93aoY9HEqFEBfxJTN4deegc2N4Anna18Sw2wFRJJHINf7tqIVey/Ts1RVnUpXeqCKpHS/7UlQj95ogwXjN264ycOacFdqdZFkEWdzzZXOFkeBJHbHAXGb1XhnpzFyAOI2e6Ngo+FZ4U67ynuL5DgP4Ea69wj8EpXLrbg0S+OGsLOKVYhX3QZPWqZpdJ63fYe4zI0wCCSCIIU0Vu7OQZoLA1AcW4x93Eq1JDHQH7fiZLVSAt9fn5XF4RtUtH9Dw01E/wkRPSCiX64+OyWiHyWiL+n/1/RzIqI/R0SvEdEvEtH3fKPjyxth50HzMKImnnNKAnlk8aJ5swFyAm+3yOcXpXmC8bI1Kfn077xT7z1lYaKEIOd5co787gOENx+I9shmC5rPkV+6Bb5aCr1QqzFpPgMoINy6gXzzBGlCWNwbcPPnlph/+cyrD604pV2xG2kAXqllL96bDGtIad9rNgqh2DOoQ1wNg013RLBkdmMj7ZuEQ26yr8b7btaF0hc03B0XcO3u7kLxZdVMiQP7xMxd8WitjD304rVLkwFgc7sYUku4tSvhW1vUUTMRLBEJiEFuNhK6Hn4NnlwE4EwNx9xZ7i+15Jg1ZVkwZ3/30Bco82RHrVY0qVNS4w0AsweywFpo7mXfXJJ9w6I0WwAB03O5sOOf77A5DY4Lj1PC/JGUv5v40zBXz64h0XMfy+Jg3rMVD5lx9uKYUI5rRtpaodXt02pmBwBXGrSIzTxtJnmOpuu9vBurBDGLLvhhcE/bRZ468qjOBNOajbZnmyq853ASe+LbCpusG7x58sbasQjDKmuNaTUsyKUdTL0wJDlffxh9Ptkibo6LLRBW9BO0O5RFfmFkxG1GnlSGv1FvmlWEa5PEOVFFQDJ7ouNOWpZJQ2EwY5xG/67NT4Hushj1hmSh1G44uRWn1ErsWbvKA0B72SuUp5Tlf0ao5P8G4Pc+9dmfAvBjzPxxAD+mvwPADwL4uP77YQB//ps4PphVi7sVJT9WrRJSuh4A8CjFOOHkWFgmF5dAUM2QoRcKoXnqtde+2Uo/yvUa45vviPGdTsCLmXjfwwiaTUXm1ZgtfY/46MINtumf8KFwzfPDxxgPJ2g2koVu7p1huHWIkDLmD0ccvSEhknnJLrY/kUFmIjiulREKPttocUKzrrLlWgRRQwOuf6ITzD1PkuSYFPQUw5hbM2Dy2TgXY9yfaAKN2bvSWzPXy4/oC6JiGK2Axxgpi3dEJjYMwPxeuV7TIUlThYPUuF5+TCAL45p7YclE1f0mKHiwjk5LRErjYTgdz3nhSrWzcnaLNlwmVQ3gxUcDkhYGWdFPSMWQeLJT8WQzWCLwZBKthP5AFsjFvYTYqwdN4j32C5VLqOl5xrHXCKOekNYqLfbF43eoCrbAyz4myHT4dtobM4ITk0cEjpdbcpTl86j5BFtUD98yyycFQlLQJb+b1z3OSK+R/Hrsnrqr7JGDiS5xgLcANOYIAGGhKK0vG6PJi51sLMuzO359lIIf46ZDaH5MhGZn/SDFy7Ykqy8OSc/RFgaW1xUEUQyEj4nSo1JyQBn9SYtmlUTCNbN02YmE7WlEbgnz+zthlqgTFnfZn4dENMoBn0hpvOW7pGtVQBiS/95sEsIuiaBVr9WVNi1i2Isent6+oeFm5r8P4MlTH/8QgL+oP/9FAH+w+vz/zrL9fwGcENGdb3QOApWqSSumUQOKnCUZqX/nzRbUNggHB/LlYZRqyKaRQpumESOu+wJAuv8AYTJBWMzlHMMInk+AphFNE+0iz7veqzN5swEOF/J/04AXM+xevgYcH4Lmc3RvPcH0q0/Qfu0BhpeuI25HdG+eYfbmpRsUpy/1Fuaxa2oAYjzGuRimoDRAa0/WH5GH2dyUCWN0MYNNTIvCOmUbVxsQA2lyqTkCu+sysLtzdq/z4HVyNbnYyzU2Gznv4i1JsHoisCmGx1p5WUPica7dw42VoQZIngNccfDoy8DyJdoTtQJJlNEfloq+3JbELetiI1Q0XQQY2sqM3Ig7jqoenMmltldy3ydfynj8A/0eo0VUFOGNMEyQyhJkRsmzBhc5Fm/dDGnsiwHpVuxJTmsdlxtyvNf7I6pxNZbKqBi0aY9Ir9MyhgzTLjoheg2VXKx5lYbhu1Hk0vAaRC5UZW27ANF0ocxOb0wacVm1pEj3avGVfrY9kcrGqJWP5t2bwxISex7BtVGYsbke3NhLJFR469JJKHjk4xi6CkDZmLHkq5W4e+WvGlN7d1I/IPODQykk8wVSoaZS/i5Gl0x0qwsaZQnrZJxGjFqYg2CLT3me8h4I4yKiWQ4yF0ZrwMCi0x0I1rRinLdyjDZKIjMIHRCB/tkM9/tst5n5nv78LoDb+vOLAN6s9ntLP/u6jYh+mIg+S0Sf7VH6TCJGaQgMSNFMjGK07Xsx4v3a1ufzCzG8hnVHeQDhQLS2qWmQV2sxxq+9IaXrRF4iT0QI168Jht00YC304e0WeHSG9qoHbUQPhZdr4P4jcD+g+ZWvgoaE9SduYvXqMdY3rFTXKhKB/gSwDiaGQbdLxuRMQksTyHc6XfXSnOMbqSjy7T1MSOIzAFGTalJtB0zOJfnYbIDpI/HM+2NCUGOeG3hnGJs4JrIElOpG56Mr55wJJSpg4Af+6M/tUfrMi1rf1v6Am2IUZw+4dB5poDrPYjwvPp0KNKRsEwB7xTvGER4WVfFQD0/QCVYpP1vpt/27+V93Tsn0BVSNRvFU4XrTfo3q1bcbScRZwnZYELbXyBk8ycS8QjE8sWdMz7MbagDeN1GMknjk7VoMjr0Pr67Ud98t2al9JhhW0xHjTop17Dvb06AFSeS6MRzkHlzESaMn15neZjz+VFQOuiYI58IOcpkA/bzdZFc6FMzcktWyWA1V8wcbp3FgLB4Ibi2l+uxdcmwRaTYFg3aZWYVexokY6zQRfN01apLAIv1RhPXIbNbJjxO3gn/XcrXDYRT44zQizSziyC5eZfcrXXgUMlG9EltY0iS4wQ+JJbnI7D0tWWGS3BA2N6WM3Qpu7GdbXHOnBA2CNFnY52Xsbf/MyUkWXdgPRtLf+3t/gZm/l5m/t6Np4XGnJEU4mpR0b9iEqKwAJiVgGIQ+qG3MaDqBt0AD9gw+IHCLcbGpaeSYs5loo+gKyputePvmea/WUr1JhPjo0vVJeL2WYh4A6FqEh+eYffkx1rdiqbhTQ0gZmJwBxvYg5dGmqeGHxSDWhilZ9VjeLxowofnxAN4Sy5gmuYPg3rlg7HEnXnFd3WeMFO8GH5VRosyE7Q14eG7iO/3vvvTsOaAeZ5J7/PG//ps8AdcfmXcjUIoZNdfdQOUha1FEmgqd8ugLUTm7wJPvELnaWtLVYCCDTkSLXFglsddn0GrSd7bPJLFEqSeYCHsG3EvjAWyvEVZ35DzDIWFymf0+bNJCsfdmo+9lNLy6dCiHGtlBvUODvYztwEoxSx2hP5TpaJh2UceT8dIfkEczVhJvRt0W1bgTr3l3LNK78o4lcWyQEVCYQqZXs7lOCiMR5g8Y3Sp7BBN3XLjaej1Weh+H8h4lhyPHMP1tSSorG2QjEJIkKYNHV1ZZSJk9geld61vyKJU1yWysEmkSXBaFNBHJVzPSaSLc8GERsLnZwDS9pRSeRcskANMnCXGjGttdwPqGOo4W5dozBso7a4oBF9sBX/yYCO1yFP1tLYPvTxq0V5K4zF3UfIVQNXMXRXxKefQSZYYPtM7/tIb7vkEg+v8D/fxtAC9X+72kn33gxsxSOWnMkRCQdzuEroWJSbm4lLYgo67VknhpY5ZXm1LWriX0AIrnHaMaeAY4w/tWpiQeuHny/SD/rG9ljOB+QL5aIj9SxEj1UTBoLJ4y8s0TbD56HSdf2qp3QqX3na2cXLBLS0ABgHGbhY2h3rPikABKkq7ClwGgvWQX0C8JOTlufyQDyKQ8rfGuTS5KZRAau2V7vUQIh69LSGzd0EFA+MljNbCEzQumWSL3OH9Q2BOiUc3Y/aFzeYSasDIFOPf+1GjmRuAMwRnFWNMInP4iOcxhhl/42VUyji3k1YneiaEyyYFxWoyVRzL6DsZFgRykZFvYI5ZAnN+XxOX8Qd7zSl2Bz6EgucbUyvEMxhqngssazuqFLAZjxKJ4V9PkTFTLNLJd2bDymo1WagbPcwvqFHRLfUbmxaquSKggDcPUwXKP41TgkXZZ6bqn8q5cY0OfYc2CMUNmqnpGnbQF0jxza8YQVfDJnrUlIq3wqbUmDSyOip1jbyO4QJXVGgDwHpaG5ROLcbbahLgTDD7uFKNXzrU97/mj0Z0TU9xMkyAO38jCEjEKrz7D1IbyGaleSSRcvjIFZcb00eD9NkFQLzz4vI7bEXmqhVXM6I+1TuV9tn9aw/03Afwx/fmPAfgb1ed/VNklnwFwUUEq77s5HdA85JS0ErKVvpOddkW2DK/qd/NWWpshJdEg0Y2ZxXsPBMymctwYimpgqw9Fqy1pMRdj3jTOSOGk3zf9bmZpujCM5fiTiRjvrgX1I+afexfDYSPerVU+sb0Y1he6j8eWMmfVLdmidJfWzWh0VgZtpdk+idQzzkqroyRGK0+EgSDl2uolhgK9pKlgzbZAtCs5twglWSgof7/8aPYEIyVg+lCu3/m4FSuCg0QCk7924glFjgK7WPXesDDXG85nb1VNsV1J4mmcE65+10q1x+FemJfp63OzZzMckhcVWTViGFA0T6DGT7/frHgvgem0NaU59kfKc9cqy7iruNoM59p60Usu0Yhh93GQpK/h7dYNvk7OiXcuz4ZYjWyVVHS96oorbvdfJzyJy+Jo5/emvZaso5LErClu40yaFdt3iyiUevlqUC23IeOyVAEDqDBeeGRgx2/XClW4zrrpku8bfKOfujdOIghli61p8hgzy/pXWrWxNf+gLHRAey91/sf525qAdAeGdN7qPpJHEePeXY5IM4VALYlYsaPsf0lIZo+GpueKGLiERS4R6zRiXDQeTVuDYQBoNqnYw/fYvqHhJqIfAfBTAD5JRG8R0R8H8L8D8LuI6EsAfqf+DgB/C8BXALwG4P8K4H/0jY4vd8XuWQNQKVfxnDFYqzESvZHNFjVdkLpOvO9OC2MsSTmbCrVwsxXZ1V0vPSczAzlJ2fo4igwskXDCh17+TiSQy1Y5eYMKvuh1Wpk9L1dyjt0OeOc+eL3F7iSWZFFVIWe6Ii4Dah6MwidB4RJL2tmWOpXl7GjP4zDucxgA02Cou77LQBAD3qzZcV87t+1DCa7URlkWllf/W1+WBFoontnizVCuVQtvTDOatHw/jOI5C14t3upwQEidGtlOzl2YCtW1oFREpmnB0A9/dOFSAJbYs+vwBsz6u3UCMoNOGV4OX3urORYBJQD7jQLI8g0SOVifRW4EPqkb04ZkPGKDY8gNs6k4DlrSnrpKtKkpXrOUVss1OAtpUpJngEFDulDHUoRkSnqW8xhUldCq/8TrN7XDqtel4fnVQiv3pHg5wfHvdpWL6uG0JAGt2rN2TizJ6LUGVOA+M7DG7nC5BR3X1jbP5BE8+W4Jbxu6Rhm0ytRU3qNVENuCaEZZpH51UbBIpoqCoe/KS921AYKMyeC0vmaVYDreCCWxa+c24z8cNNJcQa+PtXiHKl0TgcuSJDCDeOBp2qjxj4jrSoXtPbZnp3XZwb8hEEff7xvxYUQ4WIA/dAf40usi8wpIwhAQL3jXK3Uwoy6DN+1tb1kG8cbJPGsVi0I/iCEn8mbC9XMx6MU544D0rzTKIgCr8Bw+8gKefHoG6x9Zo//1JPHwryWsXmbM7qscK5knQyWxZkZXuafjQiVadV/D0YFiWJ2OqAuFVG6KIYtb1glEZQJy8VRtUbHvGnXRFh5SyMKSQMNCFATbNXv1aLNmbQpglXDwcxp0UnOS00QFokbG5kYoPGU791h+Hg5k33FKWP0rSxz96EKMTiXS5e3PVNzJnsHmBmFxrwhIGePGpGcnF6X/o7NjzLDp84iVgTEDOyzIVQEBYJhLBGOVivY+rbenXY9x+TmU43MQtpHQL8W4L18mTB9ZCbZg1GEQGdpGmRLNVhKJsRcD1CqmHFULhJIV/8DrAgDDy8VQG65LWZpQWF9M86KTspcc706yXw2LWM9NSx5K7gNfpxvuYlcaDVi+xJ69Kztywc3HmSj/1YnouJHGvcMieL6k2VRFM5pX4CgLcCm4gs9Poe2JoW5W4u1yhLNL7POsqoHjLAh7xRbyVKoo4zZhnEW06xFxNWB3fSoQ2zSgXSXE9ehdc4p0bsA4j+guBr1/ws/+3P8Zl8u339Pt/mdOTv6abKbet16XJKX+M0YI/8prwjbhDOx2yhzJYmhzlgbBqaRhOWUxuCkDbevGnCbSc5JX671iH+uKw4qhYxikRVrXepd5a4FG0yny5RVoPkP/sdvoP3YbfHII3u7QfPFtKXRYSiGEJIjYDYD97B4AgMOvlKRYrdFgRts0ta28t12aZCZK01/7xxbyF6NqyTqhRkErwuTczaYo/1EuXqGV0gOKG1sGv5OoIM0I/ZHc0/bTG5noC4EWpo+z61cX46cG3fBpxU67yyIjmiaqwvc09GMercqfdpcyyePAOP47C/c4w6g5Ao0krPelebc0SrLUEnbBaJq95ACaNQoFrfLkbLGSd8IOCxVNDvYmuObtdUv2pKh3Ux8sBJdowxKUe0U5Ckt0V0WdjwNw/OWM6bnkHHxc6LOR1moZyxcDumX2xcM8ci9UGqvvVp66FeAYjGJl693SGieTJ1bN4OVYoo5mm4uXas+ObR85h8Fgcn/sBtMU80S2QDxTixhq+E30SoI3DvHOUREKTwozJbdC+RunwfM7xk7iBmiWyZtr1+ytcRYQdhnNOiscqc5NJIzzmptN3ptSBK7EuNt3aMyuEjhOxYtu1gnNJmFyNiCuR6/GNLph7sSrd967nf/9kZJnxHCHgHB06F3YBV+WS6sxbB5G8a4PD4CX74B3O+T1WgpoAKX2NbJf3wOzaelPOZkgb7auzU2zmbBQFLMWnnguUMh0ImX2251GAWLEjdkSTo7BV0s8/vQU3RfvAe8+AgIhf+g2jr824ORLKxy8uQFIPMQ93o15xw2Uo0xolzLITa4UgPNlQYCXyut3gyrQNauqX6Lhvl3xPpt1MTqpU2OcpTDG1AUdJwUcm/NwOStDY76fyEMGNncSPvs//z/h4B/PHJe//BiwuRm8GpFSMVyePJqJ93n+iQJNSOIUnoTsD+FJvKSRS+HqioE2rZNmi/2FTo38WGmXuJFLwPbGPgY8HEixkv1uEYhBWY6DkhlJ7fWoGtPWicgw3naVhUK3YV+gzKjVCT5hm5CH/QYXGJ3OPFioR+9eYQc8+m7yxsqsib/pYy7KhdXEt8QkYOcv79q8aDfGuvAbvc+SqYZ3m0BXt5TFeX0jOnXOoIFRDSwg+44T8mbKArkEzy2MUzGGm9Og3HfxlOMgC4nh9rUeuN3jk081GLXTOjF7FEvM7q2P06Aef9Cop/StNPqq1UWkWUSzGfHoO1ofA5SB9jLJc1J6o0vLKhxiLBWrinazNkhlphlnT0paq7OGELaqDkgQLnkg0S5JtcH4+u3ZgEqam/yZ6e9zuEFYIx0M10bb+t9IZV2t+w0ZdU87sFvFJMUA3L0N3HuohT0kmHWr+gGGm9fd4IFixPVn5KyCV4NUXQJyjnEEHR0CY0J+/EQWk9NjjCdzNJ9/A/yhO0IHeu1NvPNHf4OLOXkRxQSlm0tTheGqY+HYpXoc1kUDgCrtEdIMiBuUsDHvH89FmipWRZ6IMQc0fFRRK0uGWehvBsk44iYsBMi127+4BboruPeyfJmxeJu01FgWkTokNQNawuHKmyapLm2MyQJ4eXOdoAVQqgu5GPE0odKfUfHUOkFmn+cWvggBBdetz5E6eCl27fm4x9mUY4sYUukqZO/DIh3zpm0Rq7/vC4rpWis7w7BWawhtyczUES4+ARx/sUQK9jwM9zctcbsnk10wuMn44+FpD9qgPH1Xl68GnHwpeULcICvjjRvbaPZwlNyORSEa6luE6X0and5YhMyMfWJ4vEgsFJw79ozdUZQOQtpYIXUB7TI5VGfv2srkDb7wZ9EVgShj39jcsn3DLmN7o8VEk4kGyVj0Zd2DvDAnEtr1iKQc7fI3LegZM5KKU5lB3qvP0J+ZjOXCJempc/PZh0pQ0QD7QbjVapCfLsBxKKXtpBintSrLATSR9mKClQ+gs0uFUBLycoVw7cQxbwyjJCf73jvM7+mbAOLpz6bglBGODoUiyCzl8as18v2H0tgB4u3TZof2jYfCMnnrPsJX38HqX/6kT6ha8Ssqv9gMuMEUuRXj5VQzNXJZWRHI0Aa2knw0UX3zgoXyhb1GvoZpE4uht4lpEzpugd0pnLlRMvayb5qV6klAIIe4BdJUGh0YPY8JOHizJM9MsyI3pelCqxGAGT1rcQUo5HDF+NAfea14v0bpMrgiwD2lNIFye23R0Y7rqYogTEJ3gsL00PyAedVGH7QkMlAmtold2bM0zWsL5WOvmt1qQCkLGwUKd8Se0S2z6G+0JfKoqyuNLWQGYNSCJKD0ftwdGzeccfpLJfloid96YTIM27DwcY69Rh6WR7AciYXlrgGvC8rxV7In1uJghTClTP8//F/9WaQO2Nxs3Mi6551Lu732Krn4lI0TWzibbcb6ZkB/EIr3qzAYSJohGDXQqipjn9EfSfFMbghxk6RLUF/YKfbs2MZ0kiIcfz67MraE+x/QXSacf1QdOy4MIYE+k3vsOQpPezhoKlkKcRjGaXSWCgK5IqglcIMKVkmEIBATApC7KM0WtFt8bgOe/WbBXYd457Zg2hWtzz1fLbih6aR441lpNlstWc9ZaH0ohjdfXjnkQrOZMEiaRpKdWuiDGAX+sMSmefbXr8GUBMPxEfj40DvPswlVaWJSxKdo34hrw4bVrVikU4NNbPknwkrFEFmTXWuxZfobtXaHsyQG8aDMm+Agnd1tkBYKmbA0zFsWL0cG2nCkBlqFrRpLrmmiT5KVXBgaDh3I8btzwtVHMgYti7dQWXr+SQl9d8lY/IF3tc2Y8KrN47GenKI5IQY1dYSv/cjHXOukVI1WRlUNU3dphSz2TIzbDG8YbHhuVDl3h4HaYuySUiKNqtkfiUqi5QyajQgz1YqDrZ63bhEGyPe7KwvTRTJgdxT03uR4qZXqVdM+cQOhYyAOJQIzz3x6lj2hKAJges8jtKgFjvsbrm9Uw+mT7Cp/4r0Lb9tgEu+4E54qspla0U7hZdd0wD/xp/8kZk8yjv7YW5J866SwxlgaRnscDqNXuNY6KExSCXnwThIO/a4sSIBQ8YwCGYyJsc7uADkLZxFLdWYVzY3TUjegE7PAItOgTRAIeUJY3xIjfPS67Bwq1hE3YrBlMZIXPc5LUwgzzgad5DY4/JEmQaOoUgvg5IGZhC7jNCJuRzRPVmiWPTgQmvUAGgs98Ont2TDcmZGuH4JeuoNw/RT08h1YV3Xb6GABfum2JCuDeNScEuhggXDzupSm7woeTvOZUARnU+mQY96u9abUpIgzWEjCGlMi5HPt5P7iTYFF1jrzlXLoWgWTDqAA3my8C4919OlvH6Jbijpeu5ZQ6sYvbzG/x+iuSrLNCkic1aHQgoWxtdGUa7XqOvP8Ssk45dJ6LIziqVu4nlWhLyTVCTfKVAImT9R4hGIkBcaQ8nhiWWyGA/l3+XERWDp4PcDaaYl4k1xk3DBWd+Tn1d98wbvEG2fYDHU9Ai0sddaFQhhkNEczulEohq7xoZPdDIJ5m+7Vz8oiZhFMsynJM2OktCtJ/oWBMX1cmCeu47JTESwSY2mGppTss783ox/WzSr8nTIwfVwxClQGoRbWEl2UKrzWRdHgCCt88nC/DsEtghnfi3VE/q72mnXYuw9lUbPoy6UBnB6q503A7ihg/R/d9eioW8rBrl6Szuuple84i4NMwZL8PusOTNY9XpLE5JRFNxXKte8PCpTk7B41F9YasEgHsEM4UcvphXYaHBtfvDv4vqJfo9FGLRHNgpVnkxvQMevXZ0SHUIgHxu1OreHjAVZ8ZfBNezkgrgfQcg3qRzTLHs27578OPO6UEM9WwKMnGD50E1ffdg3pOz8mhte6s1MAvfsYvNkgL1fw8vj1BvnJuXjlCq1wPyB95C523/0RrL/vo+CX7oBffdGrIzkJ3YdmU4VDZuJxkyZJYwRYZFzD40vBxZsoBUFNg6vf/gnx7tvO1Qnp4EBEqjZbabzQD5h8+QGu/eSbmD8YsXg34dbPXqJ780ySlbqxen+1YSHzSmp8GpDMOAncIYm5KtOf8HV9GeNOO6ArPzoMcI2QuNEmwIpT2kTyYhltdOzYbxZjNxwxPvNDvwjkktQMo3iQV9+91SapMni7S2suIWqHzbbAM0zC+Tbvw3po2mLCURr5AmpsK7Es26zDuhkbw3VrjNnwbKHsFdZJXbhDem+uz6GNHGIv3rEtkFaYk1tCf0ySSE6lOXDNk+6PCE8+DcWv96/FcOcwMnbXyP9WG1Fv0Kvec1QM37Bwi3pqxkrNLrIqUzOadbQ0zIPi24TtaXDOtCUCLeJrthUffFK83MJgYs+FSBK5FDFNzgUemlxkhw4Kg0aZVY09L1JDrNc+moYJ+XVb4tfG6/QsO2Rl0I5rt7RGQdTFYac5kyAJwGERy0IH2T+3wYt4KDHGmbQhZO14VCpNtVSe4cqAxt+X3rBZG7SUsS1wiEKlvhDovTAQ+hG02oKPFqCLJcL9J+DzC+xd5FPbM5Oc/P6P/XHkxRQ8iYiff11w5evXwKuNyLaqAiDvdnCJSdUTqXnfyBnh8AD5alkSmY0Yf4pBFAHPLxBOjsXLzkmkXecz99jRqkfNln2Kss/RIcCM9OgxwnwuqoXTiScuiQjWWs0bNowjcPcW8O5D5FfvIi1aPPnk1BMpHCWsb9YFR23X4oWMMxGienp1z4140V4qb/hsBIYjYPpIuKxhEGPVrNWgq2fvDBcqsIUV4+TJPs/bucaa9OyPgfAbL7C+v8D8zQbtCs6TdVF8W3xSST55sU6NI1PxPCz5ZhDBOJMelZYkrBM7/NR43uMFJ3mezoQZSmhuHnA92UVroxgfM2DWPccStpbA42ia1qXC0BpIxF6TmkqD3J0IddNCdUsa2/UYpzt1JvwEWHNbh54yXHxqeyKrllU1mgqgPT+TobUFwOAKh3y01ZotZMRaoNMXw22d4J37HlWmtuqyYw0sTCjL3r09V2uDN8yEWbM7EqPYrk23xl4k+7szIx57wfgNWqmbMddz4OmfKRUmTugtyuDi2Wrkxg209N0gLv1egi8oAJzWV+vXx23hcRuF0hK33vIsKZOkIbQrkXe278RdwjBvgCACWF6Yw4zm8UYWlseXQJAI/qfO/you+gfvab2fDY87BKw/egpKCfFyKx3Ymwb85By8WolhNKlVrWCkqF1vTHQqZy+QYWt9xizska6V5GLTgIx2aJWUWpnJ641AJZMJvEQ+M0wfBYGQLy7Bq5UY7XFUUStloex2wvMeBiCoW7jbgU6OgLffBd+5hXCxFlnIGWH6OPvtNyv1pLdSbWgiO6KoV7wOMyyhVw9Ojb5VA8rNw2l8TKUIJIwoRl49m7qIgRiwcnhhmpBj8kIblL+1SyD/0jHmbzZIM8G/h0NNHHm5scym3BCGw4JF5rZ0yzEPSmiJpUzZNoderFqU4BCSJyyz6KuM81K04YtTkMrHwp8vkJF3s9EFxJJuYE0sAuV4hseaMU1wT9A0ugWuKM+0P5bjTc7EINqxPe9gsFVDhanRWCl8OY7RCFNH2B1FTbyZ10yFuldJmhruKi3ZVPFuV6oUbRwJz7jIrVrkMk6LSbCGuZI0lc+M2mcLdFR9lxwLZGPc70Y93W6ZtcMP/Dqt2McqQYOV00+0Q7162SZiJY2Jdcy0RVMnaud4S+76e0MVbSijw8eeaZfX0hL6PWfnzKLkj0aBUkQ1UKmFkwJ3lFJ6uYbV3Q4mCmdNhutOOeNc+OI2/u15AQBtxOHjSQtqW3wrtEp+bbecsfild0D3nwDv3BfpVeVOh6ND8KdeBR0dCGRhaoGasMy7nWuJgALC6bVywykJRXCzlY45V0vkh49L8U6MomWiTRoQVIhqHMWQV4lSUxQEhX3p2ECyn1EEmwbUCCSDO7fAZ+egw0OE1QY0jJh97Rwv/mefx/QslcGikzWpLgQbtmrc1Sr8lfCtTOyno6nJeUnMFV3wcizznm0R2CtRNhxWk4VeJJEEyjAe8ey+YMBxQw69eIjfFIU0QL4nBUNUSoBJDMdwQMJDV7ohYCFvuR8T3AKKp2rJRwBY3BMmCinc4owSlmiDdKGrDavpfzQbuZ7LV5WG1koicntNMO3aO7b3wLFg7zZpo/LJrUmFGTMzZJThIv+u0YLqeYfqPQCVcFIxMlYQZNx1K2P3ikMv7S9ebLPNbjwlp1Cij9ULUVp9GZadLBFauMjtOpeKSH3usyd5r3N96ggPvoe8MMZgOjmuLXDki4rh+SDrgMPVwijPxhYcg0yMW98ts1YDa0SZgN1xdMiBKkNngmym5W3QkicUNVqq8X9/Lab+p16/7WcLbbtK7sVD4cSswlazR6Nzsu26Q5+dKjg5H9EuB7mfR2tMvvIQk688RLhYApdL8OUVaDeAD+ZfN7fr7Zkx3PnJmRjYlOF8blXli++egS+XohnStm6o2cSocvaiG16vJWEYoxfmGO4dDhZCB1SPHYB43YAW4/SAfXcyKQbd9L8DFaNtq2Tbyt8zuwHnrWh24/GZ4OeBMNy9Bu5a5MMpxk+87APWDV+Sn8OueIa1h2ZetZThorxUM64ZDme4GFQWFkcyeqH+3RoVg+AhqS0eABwfdsPPJcRtVtpJflIqI72buu5bPEMtyz4mXywKjqmMGsUHo4bfAmWUEcs6WUw90ZgiZsBSV86du2LQvTBHmTgmMuU6IeZZTQgHb6gioUIy7UqEoYxKZjizJT1NBMqeu4tfZdOGkb+JTgthODRPT5gw1oOznphmmMeZXJPpjgBKV6Syn3m/Xsyj76ZER6bXIjAMZbnmWi9k+iRrA2EdKxoROIxSQRgWzVEG+oMgbBhLLvaMa58r/HTj1qOCMSwK9AWIyKENN6RqeNtNxvnHA9Y3gnvjdv5xEqqCJmXTeDRHrqFuC62JT22uN5pgztgeh+IYsFRSrl5QCh9JWbrh0/ZM96AUfe9hZLTLUSPb6h6s2ngSfNHihpBmEeNcTrx8eYY0Deivz8HTCXi9FaLDbApazMUWPjnHP5PI1D+XLQQxlF0rMEmMzu6gthEVwHHc1w/pWoTJxPelGHTfHfLVUioiVSTKqy/N6ANyLE1ImuGl6VQrJQeFX1jwpnF0tohLxmYGYkBe6Sy9earMFqEn8moN9APyxSWw6wUvmwsMMy4a7K41ZaXX2zIRplp7u/am7Hc3wJD9rVLSPFPnYyfFQPO+J8pNdU7loQr7QA3UThaHUuxSh3WlGrM16VDFWb23ZmNJ06LlHfoCG5haISVh2oSBsblVvDUPuaOwU6L2wTTc2LzYZgPHzCWBVRY5L0TSRSruUGiWxtqh8gxdEmAsfzfmBFUsFdYSdk+KRjM6cErh7qTALeffMWJyXsatLVwOh7g3S1pBKhh67OFl5rtD8kSbe7HG+x7Y4RpbCOT77Pdi+Y8a8jEmhuHZ1kme6/2q67QWaMZoqStU7Vxg9nfQXZbqP1dM1Gdq9FVUSXhADPHuKOLGL404/65BDGgvht7wbNPilgiUMbmU5sEGRzUbpd1pcU6aSOl73GWM04DZWfIxQonRnzQ4eGtE0spGSZybxGvx+NOkiEilLmCcRYyzxo21JbDZoRGJQKzAx6iBaRIwezQg7ATiGW4eALdORQhvsxW7F9QRrFh1T2/PhuE2Ixqj9o/UxsFJDWuIAkGYUJT+HYGQlGFCs5kY6hDAu514yoDTAKlpwOuNNP81PNxwc84iVpUyKAhvm+biKVMMpR3aKHg4NY1ALCdHykIJ4LfuybFUDpamEym51/OO84iLbzvC8kNznH+8kwKIYF6fGkwtBEnKljCv18u5df73h/se8uScnSvuGLZ6lXXneCah8hkn2YyY8X0B+Xx9R2hvsHOakUnF4zCxHlPus3Zg7gFqOf/6riRJtzdKZ/KoRjJpd/urVwWLH+fFIHqLtFTpl7TkuPU4JaxfqKiAalyMpdMuUYwzw5k8cSfnGedPdf7p4HBHXR05ztTwWas1XUit96Xpo1jFJlihIfWqr382oj+i4gXrezBu8tUr5IlG6UBTla2rl9ds2ftamhdsxo6Dccp1cHBhgEi7NP15VpKegHrgUQzhqLow2xPTGrdFtCwYVqzDoZJ6zfIzZZE5sERoboHdcSgqiZpcNC9beM1l7sdtJVSlxvqlvx28cAuQY7SrJJ9pyzijxJqnLuOc3JCSctzbtYhTAWJ0bctd4XRD4busQlT2LnO0iDDD2grGbXLFQFv4PCJSHr3pmwDA4093yF1AdzHqIhC9SjJ3EWnRId8+lVaJK60FmU7wQXTAZ4NVMnmBv+P3/zvCJ360Q/zlr4hx7Trg1nXQeov88JEwOBRKoelEBJ9iBCYTUQs0Y921RRFQOd8gcs8cbSeQysFCVrpx9OIaDL0sFiY2BYinbZWVk4mXyXM/gF56AXj4RB7yMGqXnQloOhEhqqn0tuSbp3jnd5yK16cerxlkwznzRGh6hhHWmgrmTYdR+NTdJZxVsLnFaNZCY7PqSQCaSKkgCqj3aLgml30dElDDOTlnD7dNrKnGdc1jN9rhODe+N/vEB+C8ceTimQ0L8sgiTciTrXvwgYbO0rMQ7g2X5JrstrtGmD1kVZ8rC1fNgU+TIvo0zMnhjkH1Vwx2MR698eYd/kkFKjF5AD++etl7Cd9QcgTGSwaq515d+/xB3lPcM4PufSm5wF81x93gATPEXo1omKxR46x6tq+eJcrzHGbk8FOjvHQbl6bumKPIIrjSIxXWh59bj90ol70/EGVBKzAyyl+7Lhi6MTOeThJSEny97s0JyLszsSyOusjEgt3bZkbUq46bAjvZswNQIDOqaJaJhdZnioko493ZT8zFqbHjQOiB4jjIB2EQZoqxUkwPvW7S0GwT0kT6U3bvnIOfnAEUQJMO/+jRf4mL/v574iXPhsedRsRNxuJzD9F8/g0xoiEA109w9j03wNsdwo3rQNshLOYi7Roiwo1TqXAcemGP5AwQIW+2auSTeOFmtFXhj6yzjolUKSvEW5g9tdFUAVIKkrRsGl8k8PCJLAA3TkGLuZTVT8Q9G/6lT2L1/R9D+tBthLNLHL2RCk3OeMe6cVR2SVOM2LAoHqh5sOwGl93YTM5Uo2GnxTeKBY9zhR6SVEUaq8Q8fYNH8PSgZzEqVjnnhtowPK6+o/hl3LAyXPbL42tvZJwR1rcLr1gSQHIv7VKhFjajyO7FG9xjE9V+v/qIeOomG2Ddb6yAxLD9Zlu8UIMiPKvPqqCoi2Ot8+FGUaOeh79zh8l5diMtZexiaPoTbdlWLRxWPSlMlrocXO5h9kipbxq1CPWRvUAJJNdqRhsosIMUiUinde9bqck426+GgjiSVxLa8bNGe/admi3iCcso7JB2yd7QWBpEVx68QWhani96PBXFU99ptyrG0VlDoTyfoLBZ3ZjBII/cAJOLvMfRtk46si/K8yHsLQ7tKleRHJdq1cok5o5UHkEjg7aIeu1BPrqw2KLAJIU8spAauG7zUzDzZpP3inaQGc1qxONvb5HbgGY1yqIwm4iUx8ECrtP0PtuzYbibBrN//Lo8mOsnQE7CkV5tMH8wgGJAvn5U6H7rNahrMdw9xfbVG2JIASmQMW2TzCIDW4tOAYJjXy1lf2WKGIMFgURdUD1t6lrB3jMLdBJDOc7hoSwEux754WPg0RPHx3kcwTlL+WoEmoeXuPrel7C+GYTipwbGBILSFPsFNwwgwLWlKaknTrLv9BE7O8FC92Yrf7Pjc4B3LgejyKzqgCNN5Jgxl4pB+X67EqaGlY9zgCcXuRr0Btdw0DZger0uZq8VlZSAZHTCKzjs4wkwTTKZh2per/VKNCqb4OWFinfyOTjElDuJJoy2CBQ4Y5jL/6Mm44a5lPm7h6pMmzCWIppRudleuJKAk5+aiK61Llze7zDIO3ENcX0muSmwUF0UVSfHTGiJMryrvb33MGqEoAkwoERO5k3nhlyHxMrfx2mBMtqV4MCUSlNiKeHXhUzPVXD3Qjm0/W0h65aySEwuSiejWtdbjH6BjIwyx/pdx/Qj+fitWUSlstKKhIoBz6305NxeIzfa3v2m8o6Lrk2R2DUjLPkggnG3Abjy4PZY5nV/GKV5Ql8znTR66YJ63ToXZwHcEN79zaJfQpmdXQIAw2F0T960yN2pWjS49XM7EXDrpGsOnV+BmiiQ63SCvfqUp7Znw3BrGzKsN6DNTjzs+Vw0swnYfvol0DuPhLGx60HzOXi7RdiOaC+1I7vqZHNKsp8lEEMA9GdWgSi0xdUl7UfpfO1BSuKZWWCZlAr+3TQiB6uUQcSo5fVz9eqpCFH1A8Jrb+Lwp18HL9dYfO0KL/y/38Q4Fc+49rafLtEG4CGiGc7NC1J5GDdwwSajrMWtJPFAgmEbZOCiPuqlmidqDILcFM/bGAbru6Xri1UKum5Gi71JCcCTmHELH025rbnFeo89xKO2hUDpWN63EnB83FgsWReUcVF5Svo3q9YMgxzTiissOnEs3kY4yfUZ1RIQ4+zvIRcDApTn6ffdFEglVZopxgwa53JOYwKZXnR/rIZoUYyAJz8VrvCmsxVMJDi6Mm3M6DTW7JjdABjebl5ts636TeoCO04Lh9uTknqv7Zq9iKdmUtRwlHuWGrWYFIAnMO2y1eA3Knxm3G4O0rDXcHJb9Eixb+PwO8uF9ZkY3TFLJ55my5g/FAjFrt9gIVFULNdouiC2+DAJc8mdFoXzjOZ39rs2sOSmOB37ME2dQzDoMG7Ek6cPrUTDJLP/bZxHNJuMuEn+fUuIGt98nEekqWqazBvk60fCjNtsJbL/gO3ZMNwaFqTHZ8jnF55gRCCpQmoJuHGCfPME+aMvSrFLPyCeL7G7PgW0Vdn4sbsIhweuTcLaCd671ADiDW+2zg6xJKYrA44jrPqR+16MfYzArVPwNX2waym7Z2uFpuwU6joRn2pbgUtakaal+RT01n3wwQwv/P3HMti6ImpUGw1jgoCB1V32sKy7KIZwnMrkse+HQbriUJIydgvXDXekVAyL841r2c8JKd4MTB+WZr5mSPpjuLY2hzLBAFRejYaUwQyyGDTvhp1skWEMB/I9M/BhBNYvsgsFmWEz3nqz3J/MMuHUeyXxOF2nRMWXLNloTRPs/P6Me8kN2DOxfxYK159ZyX+dJLZO87YIGIXTMHTjWVtCz0roxxlKMRXg3hlQ8HDLSViitS79BvSZjoZH67gleBNjY6kMi7IwxZ6duWILRm7EOzecG4BrcFsBjBfIVM6F4/hpf7EzCEMKyEp3INsaLRE39UmLTKIyY/weNaKRhcrgneC5n2bLOkcKzm/G2FudsT0/8ujEefW68JmeSbvJuPNfTgQGmgRYeXuBJovR5kgOeyTlm7/wI1PRI1HRKOngrvDTQfT7sIgy9ll117P0lgwkxTnXZsiv3BG4tW2lCPB9tm9ouInoZSL6CSL6VSL6FSL6n+jnp0T0o0T0Jf3/mn5ORPTniOg1IvpFIvqeb3QOy56Gk2Mx2n3vEMf8599AGBjrD59g9aED0HYEv3IXRIR8vMDkyQ79y9ex+40fRlz34OsnkgwcR6XxtU4jJBV/ghl1AEa/YaMPEiHcvgn6+KvAd3wcdPuG6JQ8OgN3jeDvCsdYKb1TDPteKieJRJkQEBiHSKKESYt7v/2GJ/zMIFgF3+XHcvFmCZg9JDckcSP7Wp/JZlMMXJpqaboaKEsw1UlJ0wIxapuzEiLQn8j5glIG64FviUor4ggjHFYQ3rBVvsG5usZ+KPxvMQjr37XUtlLqpe9KA4X521Q8/UnllVaGzcPgikYZd6wl9ShFJKkYRnsWdq8WIaQJcPBmMdYACmWu2d/XmT2+cEnOwKpRjUlRijU0AtBj1IU7fu1uhOU+xlnRo66LrwzDtSjJeM8uwKSh++SysCr8vV0UD9rehzEl0hRaAAMveTdvPLUFd26MrVEJT5kzUL8fw8btWUdVITScW/pvBtWDqd5NIPQHwb14k4+192eNhMkWbci97emHW5uxLNFivQj5cUagP1SmSsUsMU16j2L0GMM8eI2FPAB9flRyAs0mI+6yME4q3fQ9+QRXJoRDNLkNfpw0iV6UlGPA7tYM40vXsf3kC+CmWhWf2r4Zj3sE8O8w86cBfAbA/5iIPg3gTwH4MWb+OIAf098B4AcBfFz//TCAP/9NnEO2oRfND9XUBglPunu8BjFw8NoF6I13gNffBm7fAADEtx6iffcC7eUOad6BlsKfRowISsdzhohliQFPVtKk8443NJ3I4gEgHU0QNqasL5h5uP9Efteeld6HMjOQE5ww37UIp9fkb8MAbhuMd65he3suScmn8FWb1AdfDbAy83EuyapmrRV0nbwtb81lUqAaKjdr+Y7R1qzgxDBywZ4rr1MNMwjozrQsfVfwcUuCArIwOPaZGGEn3wPLOYGy+NQ0tWFR5ELThND95KF7xbmRqkvDL+37URNhdq7SPb26rlQWDjtXqRaEL3ZFK7k8A0tY1k0P6uM5G0S1YJy+CDjMYwufY7YEbwjhVMKuQBgOZ1RsH2flqHds9zdOqVAGtQLVko/y7tmLnCwRCAa2JxHdKlfvySKQ4oGaR8xRks+l2bBh4pqArNhOaVIKfPZol6Fa0HQB8fGWq4VTPVvXEdHxl5RtZG3fhC2ij9kwa2txpvCeebz2u0E/vlHltdvfWBa5cUr48//7PwuTEPD3pFFfjtYLtTzvcUYY1QO3rvBCCKASeRJhfat1rzxu5QZdYGoslcGmm2Ll8ABAYxaYJRByJ30sc6M4eXVrT2//xHRAIvobAP4D/ffbmPkeEd0B8PeY+ZNE9H/Rn39E9/+C7fd+x7RmwWExR16tS5GLVUZaU4WcAdUfoelUPOtdLxQ+QDxfLVvnYUBergS+UA+btK0ZDP4w+qAW/0gRzsSph3mzLUb98ACX33MHRz9/XyiE260cox8EMgEQXriF3Sun6N4+x3D7CJQYq5em2J3IS3KWCBUjMc7hA9GaKxirJDeiA3L4uqjIOQ1NDc24KM8wblGaBegrNSNtYlQ+4dRDtA4vzuemsg+AwoKoEmJ7XrB5EZok2qvqpOLNWFGNeeIGdTRbSbJaIQ9HeKLRw9WoehHJPC353A1l5Q17sjOW52ueXOqE2gbAK1CNiQKohxw0cazGnwPw+LcMuPEP2z1DNM7Jy+ztukn53C62lGRRbZfSNDkqlNIfSaPjEt7DS8hrRo4/c8BFuqyBcMkzFIObtHLQ8xa9PF/jWRu90mCWZGwWgi8OZgStAw8xF4VEW+hRnI6ateLGFZXhNOocyvVaP0qgHDMkkWmdXFaeq3rSLrPac2V0qSyYlYdOifHOb2fc/XtqFDP7QlIglUKLFOMc8Cf/3b+E//B/8YfBpE2GNcEri1QxwFm1eOoxnbrg90gjRNOklrGFefGi/+3PwNg2JnZlBT9DRpo3aJYDfuYX/jwur34NOuAQ0YcBfDeAnwZwuzLG7wK4rT+/CODN6mtv6WffcONdL0bXNLOBUvUYNcmo3W1414vo09UVnMI3jMJI2W7FQ55M5DhWIt8PkozMeQ82AWfx0nc7TXJOQKfXEF+4JbDJ8RE2n7iFw7//GvLRHMvvfhEP/8AngNNjb6JA8xn4yRkmrz8GbXs8+fQMb/2OBVYvRKQJ4ew3aEumiqpmEz4MYiyGBeD4o+qNTM6kEi/u9B1w8cgNGrDvmtcKwLHxWhlvnMGTP+ZpGv/XvcKRn6qalP/TtMABHCHeqFK++mOh0U3OGKuXi/ZxUoqVMRAM/5Zko1G6ysTqjwnDEblH5MqBKprlHsygrI9g16NKiAcFHzaWjmHt1pfTEo0Gl5jUgDWo4EhIE8GwhwPCzb/fCs5smtEEjwiS5ikMFjHoxOAV6IJhOumpKyXv9h6k7VrxAp+GepJi9Wkq500q5jVOxXiM2k2vUUXHZiMRi0EMLps7GM1QjYzlMBgOAViloHWGd2/W9svixe5OCtMnN+R8bZNZBcRo707EyJo3HTyCKkbelRgDMMyCn8NhoFBEqMZpKdIBhOstxtn0yQl3f4Lcy7XtaZxfFhatcBwZf/Z/+d+BQZTDIvhCYbreFjUW+Va5nvv/Uis6KKMkKkFS4DMsQlko24JvwyDEVBoiA0B72csiuRnR3r/E5MEa8XKHDxKZat73L09tRHQA4K8A+J8y82XdToyZmYje/yzvfbwfhkApmNICGAZkq4is94tR+NjrnRS2GGOkwqiZGRgEDiHVFwmTCazBb766QphrTN82IINMhqSGnMGpR7h2AjBj/OgdhF/6Muhggavf8ir6g4DhALj9Uz3oa29jMbwADse4+I7rmD04RPcLUjHJKQNXSzz+wU9gc8v0IsTIzt9WL8C8rLHC6SKQCdhdzwj3Q+Uhwfs6WkkvYIlAOLa8uyb/t1coySKqPPte9pmcw3nbVghEeh1xa95rSboZQ6I/Lt9xbBPAcKjtyK7EwGyvExZvwgtm9pXnZPD2hyRaHhbGR8XnRykiEkPLxbsn3a8pxqxmtlACYmbHnUHW1LaUfHs1qT6X3BC4g1YpqvHQELm7FA+ZEiNmYHWHML/P4FCokVZC7wweXUAA1RUJxVjUfR3tb0BJok4u2ROg3sdS35uNH6zhrdHsmM1KmxSQqPUZ9ZErOLA/KAyS7Drb5OPQ8OyiAMhOtdteI5XsZVA2qIM1SgrIkT052R+UJroWqRAzFu9WXV9GxmiFLVUiXgwvYXqevZzfkpemIij3ElxvxdQkjdIokQY5/5ozOyTUbNg9d9vs+zYuIpcyfumtWvTCzalwjF2dBw6E2z8zyBiNcOnWMGTVXw9IGi2aAxKGLFIXSQa2LU7x0RWaMYHbRmDWsyvwfArafb099DHwvn+pNiJqIUb7P2fmv6of31eIBPr/A/38bQAvV19/ST/b25j5LzDz9zLz93ZB3AaTaaUoJe48iBE23W3Rvu6BnAX6IJImvdrWjLQ7TTy9Brp2LNrbm60IPXWtskxGpMulNxq2dmd0sAAfLfDu7/8QKDH6z3wbcLhAu0q48RNv4IUffyhedT8AD57g8LNvoT8grO50yB97CbSYg165C95ssT2VQd9si+EtLIziKQNFQwMA5vfEaMcNCt6nGDgxSmjbiAdmnnp3IcU7IDWywB6LgiMwfQyt3gK8QEGNQ+zZtUDMc3TvL0t3nOkTo2cZZAE4Fqx4bLOS69qdmtGRYg+boKbFIkkb9fxSoSK6Z9yptxZFoMlw8Jouaf0NQXofVUGNCecPB5V0QCMLjVHSzAOvu6/IZAWOf+gdr+jcvJD3cG0pudboiLX8Ww16f0guOGXMnaQ6Kuk9cgDZdE+I1ENGCcsV4umWxVM2QSUrkOEolYhxkLL3utnxsCCPqIitarVafMbqfUbRfjeuPGWJDGIvpehZi2DCIBi89dJ0ESxVQ/ScgS9S6mkyoz8I3vbNcPka9hCox3TOVUY1knjGsUQAccv+fm3BdEZKUC0TLRqaPZKGwkmdFYNW6sXDON7jNDiDZJgHf04GDXKQ6sdmkzHMA8ZZYZdYVx4RFBOKX6g6tXtBUUOYnI1otglhYEy/dobJO5dCTx4TaBhBTy5kodmIfMf7bd8Mq4QA/McAPsfM/371p78J4I/pz38MwN+oPv+jyi75DICLD8K3ZWOYqJRVP4KlgCZMJgJrtO2eCIt73putNPTtB/e+05MzKYoZR4TZVBKEO/GomVmqL/X7rCJR/MJ1rF89lsKYB+cAA+uP30CayCNKX/oqWBsOCxSTcfNvfAEnv3SO3AQsv/tF4W6fHDvO6WXI5inGin0wKLZ3iGLMzNgaDu2JH53k06LNEbfA+XcNzoE1saXuXP7uRhLy/eWHGEmb2oaheMUAvK2YYbP+SnTxyKr53Gy08EK9TvMS40YMf57IwjF7yD5R0lSKc5hIuuBYST+KlnbciXe8eomxviMTZPpE2BnBICJlCCxf1qgglHA7t+ptA+6txh0LF9uiF6Ui2rmNIWN4cxys9Rqw/Mt30F2KYuDJ58ifjySBK/GmXKKK9W3RUTFIybxy563r8zXlxjqXsDsh7I4kKek0wgr3tmSulJxXOh3pqf9z8di7K3amhHeQVyO1uqvsHePaZ8b0SRbP3Fkp5XqsVyYHXSDUuEtS1rS+FY6xIifVM7HWZMZIkefO2jkoKzSjry7Dvf5xotCotQxTr9e6Hjn3nVEkb5NqkaiXbp3Z6z6ajstzmaMGx1g02WxKEVgNLwHA1UstYs++j5WzC4SW9hZD6HsX6QaVeN0lxMse3YMVqB+k6GazE5sySOEeL1fIB3O/j/favmFykoh+AMA/APBLgClm4E9DcO6/DOAVAK8D+G8z8xM19P8BgN8LYA3g32bmz37QOY7jDf7M/F+X59lrE4S+l6ShdrDJ67U0+R1Gr4jkzRauI6LJRk5JNEpSEvx50iEfLkBv3QPNZpKwnE4FS99pB5sxgQ4X8uC0dyQfLnD+Pbdw8MZGPJuHS3DbIJxfgY8WQg1c75BOJUMYn6xAVyu884c+gjQFjCJmE97K3DkUD9wSZI476wBr1pK0S7PSGccGkhl+byqshqrgpdijsYn3tV+FaQ0TwOKJ1jooBsPYd21yEou3tb3FOHhDKwyfTnqah+KDS4/bC898WIh+9jCn0tVGse/caLm5elebG2IIxxlhcibfD4Pg7wYJGO87TaTkHgA2twndRfEoxbCh8jbJy8/N+5MCIlnYmpXR2OBYehhYBMBsIiqEZB6fUyAhBhMobBvK+nz12Xj1qobx/aEauK08r6sPEWb3JflaV17Gnr3KzzVNUlGyM8NdP/fSC5TcyJnWir1Tg0vMCw8JhW3yVARmRVD2mRltG7+xLx593BV8V0rxyxiR+cAuQgVIVevsLCl0U8SrgGpcUYG0HH826ILsXZAnp40Z0q6zf27HbjZW5EXF8O+1YdP3uRSBqrjLfvya9ghIF3tpvt24GJU3BrG8XJTnN33rEkgZu5eO0Vz1iMsddi8cYvrVR0J0uFoqyYLwUxd/7X074DwbIlPxBn//8R8UxkdKHiJwUgy6FogCimiUGnUAYsgVI6fZ1CmBpjqYlyvtmmPLexAM/GCBfLwArXegnSoATjrwYgaOhNVHjrA7jDj62hbcECZffYSr73wBqxcibn72UgbgrEXcDEDO2N49xONPCwshTYtn5gY2CxvEKh6BYpT3MvWovF+DBACgMt5m+H051X0t5OcG2J4yFu+Qsz2GA/Ey05SwfoExv0c+qerzPq2AtydKpecb5xXeOtGkjWqPGBdbMHbjr8ITTcOBhNxhsEnK6I8J7aXBKuSLgE0oY6MI31z/aMbHwnwWmMAEkQB8HZPC4IOnsUv34j2/QG6MTNvE8GBp5ls9I4UBnLdNkAUpoixS9n6qPIcXE/UllB9USyRNlN6IwoIArGCqMCr8Xdm59LlYkZUY8OIRN1vG9nrA5Cw7/mpG6fzjwMkX9VKN910ZyMLSUINejU3D0+W72DNwe5WsVO4XgCdynSFC9swUcx+q7wJ6veLld8vsXraxbOrciI9p9fgN6ms2gtUbl90gl2aXvWCmaJwU3ZJ6jpgxtjEm412uwxQF7Z0364TUBczeuEA6nGI86JBbwuTBBumgQ3O5lepwbaWIrsVPnf+1Z1xkSjf3nNVYm9HmcRS4ox8kAWga3HPBxpm5SL0CpVw0JWknttmWxgm2T9+Lhz3pEM6WwNlF0e++uAI9uQC3EVcvNqJ3cdBg8voTYExY/PjncPsnHuDRdx3h4fce4/73LfDObzvBw998DY++oy0Z85ofnOCTaJzxHm3O8E5vdss60JRzbFil0djqhBcpFEOseiC5eOipkyIe444bfHL+GzLCDli8VarbDILxjui58ijtmhQ6STP5ZwVE67ua+Vd+dy0FCqNi6XUbj9pokSYRKng2+8Cv9TKMZ8wR+LN/8j/C7hrcmPqzm+xXdNYd3F3/RA0lAIdThEkDX/BohGOWoeq+E1JJYJkBs3drGiOAPCdL/HqRDgSOsv2s0AYonvuwUFGwYEaRPXll3d3NIIQRLiNr3m1tQI21YmqMTZVjMePTXok3atzl2Mv3rv+KJHpNAAru2RussG9AfdHTse1cbV0Y3UPV8WrPftSmw8bRt8XXy+l1IRHPupojakjtvsepGO2nqRFeVVqZPVH2g0ahdZNkdo9aoJIs16A5CINnjBNuFcFPFyE5RZPhnjcYmkuSwpu8mCCerRSPT4jvPkb3pXekbZkpmXatOJ546qaq7dkx3NbYt9IRQc7a5Ff6S4qc67QY6ZSLIFTbOPYNo/pNJgKJWFd3NfQmQMWv3MV440A662QWLfDtThKbAOKDiz1PabxxKFj5yTHy0Qy3/+6buP2333DM9/IjcON8+vlRYI5YJpJJqk7OFFsci4fiyUEzlKkkLW1yO4VL2SS+6msYH7dwg4IgVELDJ+sF4PC1iOGwHJMjnH4Y+6cMN1fXoBOnWbPDBgAwfSR883Fe3Y8aDvfG2OAQxWuXip03ZdLP3ykaJ+1lNWizGIlmy/if/Zn/IaYPtULNcHrFju26mg17r0rHbXXRcxghloXFBK5A0MbN7PdgBUmuCFdBJEVHuxyXNaqJW6UsKgzSXWrj40FhBKUdApKAFIMh1yp5AFLNmaIz4mwTNTBZ2RGeiA2yMA4HpNRHc2nhEIi0aCM1HFwKp0LxmKNywGt9Dot6rLrVnodTJancfw2b1YtOXR9gUFZND7So1DYrdrEF2nMKev8cySNBg3fM6y1t0WhvPJZCoFLAZKXucaeJSSI06+zw1/ZUOu+MqgK4uhOdXCDXqe+5l0T2cCA3atdiNMEwZOQ2Ih/PwU1AXIq94fUGiEGIEjlL1F8XC77H9uwY7mEUMadBvGsvktHNsGvqWoSjI9CdW/uyh5lhfSRJaTUYR/Awyv6zqWDmFGCtzPCVN9B88S0pU7dinPkMWG/AfY/hlRuIO8b8YZKJMmmAa0fgzQbx3hNZWKYd7v7EOTa3ALy6AhPw8v/rEaaPtjj9fC8i8rtidJ0OpsU3cVdwZTPWpidiPzsGrp6L8ZCBMkmsdNrgCIM72lX1e1sMvhWfpIl8z4pgrMlw7bGZYcwtgABcfbgsErZQNauy0NjWH+8PPsMVgXK9vhhVHuPuFO6NlQFgwk2qubFVtbskXpAJ2JckbynWMCEiK6833jcALwSyLe6kSCa3pIUWpNFLjWFptDCVxefpYpRmjT1OfW61iEWjIdvPiqas87rTQA2Pbr/+3Ruv2+AfAIUFspNjNlv+OqNs73SsohKgQECiHqnQS5W4tmsdDrR0XeGRkIqQlnHF9/IbGU6r41AMmPOhq8a+RTCq+m4u91YnBwUiLe/AcG9jHXn9AMm+Hoko5BN7mziinWKNJAzP75YCj9gCFXvG4ZtjcUQAzB7lryvpz5GkEfDIaJfZWU6mZ2Ln7U870VdijaS0uA+ZpUnwdCLFhRSAVGOg+9s3zeP+lm6mHaK6xDyOCAcLWEMDmkxEeyQl5AePtG1ZJ+NEC2rYmCYKq1BmX7X4znWkgwmaR0tZzeqkphn3wwOpwgSAtsX46gtYvzCRLtOJMbu3QrhcgycaxsxmWP3GO5h/4RHo7Yf46H+6BC9myJ0sAO9+5sA9wLSAwwzGAzY63+46ozsnn9QBYnhAlQgVF8NpuKiVvgOyxhnn2sLuuFUv3tgLrHzwpiwUVtQj7A/FTXvBv+X45LhpbhWL3QrE4t6feq610Wb12kwfhSOwvcGY3S+dT4JWA9qkiuYJkvDNUx1KV80ZnBOsrbaajUmPEqLJAMQy+W0iG28XgDNjTFJ1aIsXbB60ebJmSI2qZslUJjgcQtUzfloXxZ6vUzBZjK8kyQrc4hRRLpFUbcizRjw1b7yunLTGCRyAyXnG9jTAIIoaHvLEZgVbANhbBGyhMxgj9vZ7cQzsHhwDr3nS5oDXf6uglkYlTo1NEhQ6MUbNOKE91o1r67CIeLWrDJPgFZaOKGeaGmFI5EZ7WEgEY/RRL4MPQIraXzLJ+92r+s1AGLPmRoLfX+HhK4wWIFWR1m5PdU8sGgoK9Q2HEWEn37Gy/d2NGdruJhBIyA3nS+DoUPNzAc9+z0krqMkZ1n+S+wE06ZBV39oaCNNUqiH58koLb8Q7576vGvmGghcB4F99DdtbE6w/eup9J62jDacsdML1RhaH4wPw0QLt/QvM391hd0J4/O0tti8ssH31OvK0A7/6IvLxgSQf2gY4ORRBmJwxnggTpj8SPQimMoEBCYfHBWAVdt0Z+YR3nK527sYSkpsAlLENrHqSqkrLuFMmQoUpDgdyTEtCWTm20d/kIalnFqkIMXXFaNfd3G3wCqtAvcYJ3AP2DvFUvMXF2wRLGBlOad6/LDrk90pj8eBci7tSXBsWUv5tRRjCZxe2ynBI6A/J9bSBgpNLBxvyxKNUnbJ73HZ86/4T9Hl5J5bEroJIWdrFWZRjsI3JCdj9x6F49WmComsSBXs2DXGLTgyuMNiAY/HWpRWXwQyyoKUO3nrMvtMfhq97DzamwsjSvJiLkTGD4+OObNwQdsdFBMoXRC0DN0NsRs3eI1AZ3QquCGNpmWbsmJI0ZOyOaK/y0msGmjLupPmHNglOlhsigFlxf33vSrqYnkmne4tcDDe3ohzJc1QePeAVo5TKzwDcw/YtwBPcdbccg1Sk5qLg/O5o6b65C9jenqE/kV60PAzSMH290Twf3nd7Ngw3ANPN9opMImDSIV47FkOtRhgpScOE+UwqIq+fyr+DxT7DZJCiHYSAcLDA4c++hf44gg/nUozDDJB2xdlsgZfvyP5vvQu880CMsMo0xi1w/pEWT75tgtWrB1h+9Ajv/rZTD8c2H70u3ZpjlEq20wWIJWQ2rzbNhOO7uc3ITdGbdoaIYeAVw8OMgYXH46wYYw6CLRv+aJ8Zp7kune6u4MaqlKsXY+AcVvOKNEHkRkQHfbMSqVlhswiVLTfa35GkAMW8fu+XSZq05HIN7qmrIbBGx/Zdbw9Fch5niOjiEwZpXOAJpBm55ojx1JGB1YuENCNf2Eal+1llJZOpssG50pYEte47lIQPbgtru2Z/p+Z9mmws9O+WQDSvUpKDwqGPT8FJrLh/u9TGFeZpE/Z0PThKQjIOtqjK9cVeDGK72VcVNM/dEp0GBQyqs+KJTWUBWQGJGTNrXNwtlVc+yt9NvdDGrEVNRUyL1XiZ11yKeoxmJw1+7fqLpz97kv37Fi3ZuAR0DG5L39PiLducMG0T+XmcSmLRZH+NF+5NOSrYxgpwrFxd8gVlMTPapSy8gn9bjQcH0TgJqi3ubdLU+bCcQG5J82EyiSXZLZHd5tVryK/elaifM7xZ+ftsz47hBgSDDgR89GXQK3eRHz4WznXTIJyeCE7dtdJZfTpBvHkT48s3kG4cS7sfQBsoWPynq/8wgq+WOPk7XwDevg++Wqr2SZb9QwB/9U3QwQJP/sCngTs3kW4eq7Fi96JyCyzvRul9t2KMi+j0v+UnjvHwM9dw9XKHh989B1g8azMocaNY6TzjT/yhv4Xd9ewG0r2TjEozo/qfFHrYVfsFpeMpLzUYjg7xlOJOed3GGya4wbaOMDX/28LyvY3l+uNGFg/RIxEjaRoc7Rqu+WEeFFCiBEC9+6eSfM7OIC1LNpaMhsWpIyBrAlM1qb1xa8+lCtIoclb+bIaRgMXbhfe9ucluBDxstmegz91EiZIWG3miLIinHgYxfFZYVXOTrXx6mIuIVI1le8KZSzLTFinRQ8deog4AuquM3VFwNg4gBsKgH/OYkzKF7Lpq5oZEQSVx51h+5Vnvjsi50QZtnH1bRL8onxl0EHdCVZTSdDHMdkzT7rZNOPklmWjeOQBsr5XOMGMlwyrGVrzVqAVqwtlGgaLseRO8+Kh403D6oHSFYvd03ThXyUrpdylJRSuXtznhUKBJBCg1kjKwO47OPJLKT6O71o2Mg84DLv/6DIP7rKjNnBEOwO76FPnDd5E//gpw7fgDPe5nAuM2Y8u7neDNb9wDv3QHux/4NLonW9D1I/Q3F2gvdghvPgC1W/BqA1w7Qpo16G9PcfjgTKCS+Uw8aN1cTKptVGRKk5Pa0Yb7reDpaJEfPsL1vw8RrlquML15A83qFsZ5i+VLHR58JuHgaw0O38pILWHx1Uu88ztOwRG4eFUsrU3YdiXGTqrPSrgX1wH/xx/9QbQr2uO22mAx0SjnT2vJtNwMkHVfLzVXT8q72ySgu+BS8hzK8S3pNDkTOl/tdRlLouaRW8hvTAvXduiVY7wBwoaBqliilmdlEm43qZc4zqsFguAYrbM6Qok4xMCLhKzpQ3sVIpRJEwuH2bDO3JWu6VZp2h8Tpo/lvLUqnsFAgFyjPAPDuhVKUa3qoPc8Ode2cQFeiWlsIVt0nd+tC7OfwxYChkNPgtmWvoz2bLanAZPLXJKGyqCQBhJAt8rYnYRSC0CFpw3A5X6NdWFG1yo36wUnM7wcPTfA0Vey67cUgyU8+HZdvHVL9AJwGK4uaKm95WYnetzEVjRUjTm7DsA1tI3OOU6DN9AwhpA9S+N979VJmHeeNWJJJQErjYxLLoUY6K6EXx1VL9zx7aEU41j+xXIb9h7HKWFyIb9kTYhawVPciaFOs1gt1MHHaNzkEiG0wfM0ed5iXDRomgC8UWW4n9qeCcNtGzWNdGjvB4RHZ8DdAyAx+psLTN66AO4/lIbB8zlwfID8ldfR0YfR/eITcGYx0LeuA6+/Dd7tvDydlysYDMPbHWg2cwXCMJt6WEJdh3x+ASKS1mmbDeKX7yHmhO7RLdz48SvwtAO/cx/h1g08/FdfxNHXEs4/FsXzQfEaLfFkVYGbT+wwfW2C7lwAx6KXrMyOLElFqoyJwQ1WIZk6OX6zLMlJO8Y4UwM5iscNFO/XCjnCqE0TAC8YMZhgexOYPJHrtWQomaEkeEFMs8UeTgstZRdtD94PCwH/G5NAR4ZTWiftNCFnz5jolFfWTSxBJtbM4Aqj6YGA3YnosDRrrcTTJO3pv/42zv/6i8jTAmVQZpBpgWf2wiCX7hzs/RVoBoAn/PpD6SpjHGvLTaSAUmRjLBDlrNMgRtGrEIeC71oUQ1mT1UrFtMinroY02Mk8wl4pZ1ZoBQaSNlfgKMyY2SOj3JXFz8rFzXja33uN0uJYiqdMypQU8qiLkRzK8opOeY4mHeANOUiubZzUkAmXKEUjnkwEInbIyWmq7b7jI8+BnA1iY2V3HGQBtGDbuOSqaVI3a0ZiRF04xplAI6kJfn9+38ZS0UIslxXQhWxyzu5tS/cncuE2ABiOmsJ1B5yTXxLDgrUbBNOsE/qjVsb19QlyW1h1T2/PiOFWjJYZ6JU9slpj9otvSiOFlMAmx9qKqFPuIppJB7z9rkuxhoMFsNogj6MISzXao3IxFxGp6QR0/2FJYk4mRcs7ELwpcCUraz/TvceCqd++Cdy9Db5aoT8m7E5jYWeYYVHPlElghuGIMX1tIpNWm9raQEwdvLy5u4Tjw17uDJmYcV2eVi3pSkkmvVO8qmSOefTdhXjYYGmaYGG0TwSWc7tHy9Wkq0JcyuoQsho3zY67JKkL88v3mo0kDD301Mz9cCTQTkBhKsgkFuM/HBLCIJhwbkQAqdnCYRTrDm84ZaglSxVTPPubL4JbeFcgk4NlTYQNBwQYRY8IjTYqSFOhGtpmvT3PP0k4eBPIxM7gQZDIyj1E/Zrprk+fFCzXvEt77kk95zQFUjXZzeg1G+x5upSAoFHTOBUsPUFx5FxFbZDvz5Wh5c8GVRd2xeBruMYM6WDnUt63ecakinuUUJJ9lrhWbWnxbNkXNNuseMsrZ3XRKlg10G7EEKdZcWoefW/GSz+WsboVMbksEgZhENGqbilVjsM8lAWxyhGFQZ9JLga82QprKg4Z4ySgu0xaT1BCTZOPlYsjNNtUFq5ICLvszoktPCZcRVkWn+1pxPTxiP4oYnKRHA836MZ6Wha9ecbuWoNmmxE3Gau77+9tA8+I4SZ1bYgUO1PRqHy1FIOrlZA0nwO7HeK7ZwjLlSQoUxYjnRLSkzPR0J5IZUM+mIOvHYKbIOXsGSAKoCYIZ3zXezMGN+TKYiFt/svjiHB8BN5uQS/dATY70K5HuntTPGTLfLfK37UO6yqTmqZAsy48UaMc1U0NbDIPiwKPSDIIpfJugr3Samtem3XSt1V1HAD32jhIcYwdhyNw+ckRs7cbtEt1sKuFxoyjF7dAoRs9v+9HxYOrPSQbmDQKDIAAQKEMkwxNnRwD1YIXt+L1t5fkmtXm6TSb0poNgPONWT3bgluSLxjE8MpAL5bpyvm807kZJa3obJe6f29diKTN1/QRwFRpllh+QMvV86wsEpZMNfw2TYqBtEXaFm0vmELlVUqe3hkTlMVoG1Yee9WK4eLtsziOiL2wmZo1K32T9vjiZrwMUjE4wwpgTPzM6Ysa6cVeYSku9EobZ05LVA83KGTTbpSOqVKpQBnbteZ4pvIOXbVwAE5+NWB9QxYpy9EUBlCJ6ux7gCZYmb33ZGplobFFyCCY1AWllQYvyjFJY29MrQnScWo64XoumD6LUAWbTUaahjIPOsLkLGFcRLQr1S5RtUN7Rq4zb+c1IaqR/VjPPMZtbcCgFZEMwLVHlisAYrTF2O7AV1faySbvHYaIwGcX8r22xeWnjrE7CW4sb3z2DOmTLwt2FQPaX/gy+EN3wG0EfekNMc7KTGFm0GSKMJ1g+7FbmLx5jnw0QyDCk++7hfXt4Nxqqzg0TNjoeMB+gY2FjbVH4Ak8KpOWUvHgwgD0c/HAbDHw70ZLTu4nGzmUELieJGY8Dr7WuAdkuHJdRGKJTcoAKmza79eMiy4aLkSk15ZbAFbsY5CMRhEgwvSxeCVO2WOgPwJm7yqHvC0l76kT42+txArrpHjecs2VCp0mMJmAq48AB18r9++cYKDAMSRsidSKEJbhuGAgZEa/EA1x/66+R/s3LMqCaobOnvnTxSXZFi0q79/HQCjFWnUzZ7lYOOMHVqxjWwkQMCykGMffVyfTxPnfXBoa72nUKBYfKg0RAK5zzoG8+45Vre5R5cjwadIEYaF95rZETELDZC9qyh0c4nDuPMTYx63i0ijRhCUkC28azoqp4Z0wSi4i9sDyTsTh20kXq8IwsfZofq2xgsGqbkE1bOZaMPZaNBLxe1dVQ5rIOG7Wcs/BvOvMiNuE3AWHUQT6Cwi7orcyfzjig7bwgX/957UxpKQdAFoJEazvJKkuCU4OwZsNsnVWB/x/awxMXQdpniB9JI9/8bEnjsDAxadOkNuIx98xR/t4hf43fQxn334kEMzxEcLRoagSWq/Im6d4+NtfwuZmi/HmIR595yG+9m++gNXdIJhk5TVY1jy32pXEJp9NcJTQErBEC3xAjAeMcVGoVoBO4E61tgFvJuANW6uElmHYhj87va+Cb+wYNqHTBJ6wdGEfUq1pyD3U2ijOTzbclUqE4frcY+XBR9XfUCNsSdDcqlRqLPfZLuHa2KYpbvCGaaB4EitCBOoN6w5wOAGAc8XDACzekIkg5xN+t2GXIItG2DvKOGbbwsvmD97OkmwyRowuhs5DH1A40/p3wUpLlOAd2C35VSXnDFqwzwTXLda43VSKhdrarW6O7PkU93rLQuU1AlmMYEhGASw0U8OA4w7oT8QICTPJ4CUqz98El0h1RWwuErwoyqoqnfK3K3REK9cHgG7FxWiPhX6XVZt7cpVL4U9j+ZgiY+wMJWOC6LltEQeKE9MvguuoSHRIjl9L5GW88X0v3nID1mFHDrqfN5BoRYxys8lOg2zXGf1h8MXEFrs8Cf4MjAced3lPqraOJt5rezYMNwArvrH/ebMRyVXrPbnZIV8uBUYZRdq17t5O2sDXjTpn0HKN2VnCjX/0ALf+7uu49g/fQPfWE3SXjHu/7QbufWaKzY2AJ99+hOV33EH/kdugu7dBx0cYf/On8PofOsXqjrzYd35gjt01QncObG5nzO+xU7HGGfYbEah3GBL8CRu7IFQLqdHkQgJoJMRtEeIHymJQ/2wGkKv9wli61MQe+I4//KuFoYBiSNuryoPjQjH0EF0nlfG7aw/aEnf15noqVGCIzc3imccdY/2dmxJl6KBMnf29ePKGq9p1ORwSy73SCJc/tc727m0SVGgKyB1h9SJgRSouBpTFu7MFJozCBwfLtbrhTyWhCgCb61KAsjsh93qtgMnen0VehjXbO/KOQ2ORNq1L0S3q6Y/2J6pVBcZe+PFA5dXngo/HHbD8UFlA3cjpNdrzrXMV9rzMiAnmLueYPhIGS3fJDsfIcYs+TGqFhtiui4doz9h44wa51LkSY4LYvQ/KRjJoxZsyA1j+4cu9ytr32jzSC+U+6miBtTx+cT+h2WbpWK9cbptP5uwU/ZQiqGUSw7vjgKAd783hkkWGfF8rYqqxffHYxYibNIAXJJEkRjmKg2B0QmjSFxnuwL3X9mzIuna3+DPN7wEgnre3JiOC94xE5ZWr7rbJuloj4LoBMADQ4SHy6SHyrEXz4BLoB+TrR1h+5AirF8oo5kAYDuRFtktge0PwaktmmXEzveuX/u4TvPn7TrVUvBgT5+rqZLUilzq7bh5C6oDdacb0UVDeMmtyTq89l4FZD1zzLIoudeV1GD5dYZb+vSRe+ahJyqc9Y5t4q1cyjr8o1Yc2+caZCSCh8Lqn+549UKAZb8FVD60qinDPk8t59yaohr/mdZgB7M5LeyzD/5evZBx+Nezdg0caem9WbOPH9l6G4mWarCwH1TOpvG0Azsvm93BzzGD0h6XpsSdoucJFh3JNxGKYjcVQe46CJ6N4qEEM89FrwJPfyDj5XGHhOOMk1Pda88Llve0ll0Oh0eWomLF6y6EvC6pRA31hbuAa3mYobXMO/WgdbKBYPEtj5aUlL8WYmZSqaGWzl7tb2b7BEw4jxNLXcnMzYHLGhSLYlHlm57dnklt5n5YAd5pfLFIOtm93mV0cKkctpGrEMz/7RMDp55LSLbVMfizv2K7ZG1Nw8fqNHmj5HWIuPU7r8e6VyewL4T/+yT+Hq4u33tN8PxMe93g4QbhzG+GFW5IgtE44gHjhqtFNJ0cAIFS+EEqlZAj7RrtpAAoY71zD+pVDsDYa5sUMw+kMcZdx4xc3uPUzl5g/zBgOgeGAXXbUq+9I5C8py+Sdv8t45Ue+hiffec07gXeXehNcJgs09LPEFCDHdHqehrnTh1KaLGXqqgqnVLH+mnSLAeDhb+7glYzmQdUh+u5aKfwwDjFVxtMScD5gzcBAjHOaAYu3AtZ3xJsdjjQ87UvVpiXn2mUpYvF7NMy0WjRyVzwhE2YCl2vwTj1URS1maMbqeQ6KjyqvvVP1wPk7QbxeE5mCDH5rT+aVoUorDKNSEXMxWJJkks+GQymbDz2jFtxa3ZUqPCsGMsOS9J20KzmeYfmOuQ5wmVcvNImFH24hNFDu27Sf+2MxZMdflOOefI5crsAFyGKJoqLCKBZNtOti/M34yviTB9V4CzBjkrAvvB4hxJJLcVgB5XqL58oKFwDb05JrmFzsa4bXkZSNU/O+xVFhlOIiKo2LW/ndWqrZd1tTcoxwuMsWlW6Z95KZpOySMOzLHFACdsdBIDh7BhVUcfzl7HotceCvx7nN7OgxhbVFBSIJUJ1vuMyALLTk0a1LD8QC+X3Q9kwY7rjLWP6G20g3jsB3rrtnbRKvJumaHzxy4xyODmGsD8GkR4FJmgb80m1w3+PqIwtcvtJg+fIU93/nXbzzu2+BRsb03hphN4KGhOOffhvtEpg+Ia80NN6vcbNTB5y8tsPNv/555OuyeFiD3v7YXjQ8+Qeo/sR3roRzeyJenBldYzhwLNidJAFtMgPTh+RdVJLS5Zq1JnlyCYXN6IURaFYVPqfwA41yfsGBizE0HnhuxYNef2hEeymGNeyAzZ2E7kINUQfnGBsNLqnHSNk8by5dXypcNW4Vc9bS/mZdnumwqFqOqYdexP/J7wuEPYpeo91uHKqB7E+jeDRBu/1YknicE8aF4NtsYSjKhPNJrR6aRFgEq+bMUUvsKzjAFhjzlO3zrF1drPBHQmF4EUg2mV2oAd+yJ7YN/94dBeRWFkfLizTb/aS3JzmNzQMdW3rvtkiub1dyAJVnL8nbgrvbc6zlVmuPHIyq+Ma8anlHLtClENDBOxkGsdgcsjlSG8S4k/HebBmzs1wWrlQtvqlaBEdWlkbxsseJKTnC6akiDyBd44c57eWazKiaVrb1uhRvGKiFney9/vi/9+cwzENV4alzbtj3+u0+uRqv3nBYjb5Ei0HnqDkYuaotyB4tPPtQyewO/5YX/wgAgC8uvSWZ6ZIgKzZlXrVxuk3DOwapipxNxXirti13LR7+y7cdIzQP2EL8ozdGzN5ZIbzxAG//kY97oQtpguP2330Tb//BV3D3P/sccP0EfDDDeDxBXA1YvbLA278DmL0V5bhdGUx1SGxqfM1aZVy3KOI4msW3Ab+nsNegJFYh15VmjKk2RjAP2JJltcYFcoFwvFNJKH83Sl9uZbGwRStugMvv2uHoFyYFf608NeOr2zU3GxQP+Sm4o16gzEsX2EmLG8Zy7Nrr766MyaAT3xK9FTMBEKPfruTz9qqwEerBLnilGGCDVuz8EsLCJ5UvgIOE98YTN2M9HBG6c3YmjMEcgNHzlLmhRuLyoyKsZS3V6vfq2OpTyUrneRtHP5dn5Nrs9h5ZjmWRn9FKDdLyc5GO9xpuq2AOq8o0iAaAa1W7Jx1o36tWvY9mU7cyq7SvFSY5+u+/hYv/9KUCD01KsZO9q7rRQrMrRS61QqHvqwsFVY2VDYJx416xeWyxMP76HsVOv1vDintwZ6OG1RhXumDJd63JBRwu4UhoVwm5LZK1xOWZAeqFW3I1F0aJzUmD8DgCu6OIz//1f//ZhkoAgCct1p+4CUC9aYinTUTFAycSg65GG0GNO2k3nJSQP/oi+m//kHSzOb9yTq9NAPIVXCZef20Kvn0d7ZIxf5Bx9OYoGtyPE3g2wYt/9WtYf//HQEl5mEPG5s4c3cWI+ZvRvQqDRsyjGQ8sS5+9x6Qn1roqmcRA7mRwxl4m2yd/8EvgIMeoVd9CT9hdL+EwoBPX2BbGOqnK5Z21UMErnjQjoF0RRu1DmFvg2s90SBNVMAQwLBjTxyyesg5WO79j+ZZ15/IMQjIOuzbQ1SrBpAkvKxSyBFncAbNH7IbGIphmLftMzkWNrz+W51EKVKAdtwXaYQ93Geeflkx9s2Z59lo0IfxeE9Avno1peBs05AY9lPuIPathE2/KJHANukjqyS3e1s5DbRUZGdMD8AXBexx2oiFjBhiA60qbIbf3mBv44jLO4c/d5UmrRJ0VrjgerkbeEpjigRY6a+xZk4ZK2Wura4gF4hBIRYy4GUYXhsqSbH3yn7/skZNIP1RVhAqHCDuqPFOBJOBYvOysY30wuAtOGbWuUHWUYBWVliP6ukVdvXJnZln0pPBZGNgXm9QRdkcBgzYets7t4viQRomiopg60UKxtmcWidgxw1DUCG3x9fZmKF52bgnd6ikmwFPbNzTcRDQlop8hol8gol8hon9XP3+ViH6aiF4jor9ERJ1+PtHfX9O/f/gbnQPDiPPvvI71rQbrz3wUfHosMIkyR3gcC2tE+1CyKgZS1wKcwTvpJnH26UPE7Yjh43fx5Pd8FEdfXmFyxiVkVdjBFMK68x0oJZz+yhonP/UWQs+4+dNnOPh7XwDteuTrR4jbjN2HrgO6UjbrhO1p42R+29wgAmiWhP4YaFbyiNOMi2eeARqK8aMkA21YyMv83I99XEXxac+L8ASkDsA0VUaLThauPLNRm/2kCVy3wlgj5vGd/CvvFiqVhvr9ETmNLU2A7oLQH0kpr5Vzu2FrVDIWBfc1w9KrER2n5PQ517PWbXuTnUYoEUiR8jRv0+AAEQkiL8uvowfzftoruCc/TgmHr0VsblBpbFxBFM1WJ5EaAz9WluQ0AvCD/4N/KOJNwRY8qsq71Wsay7PjoNBCgFPpQtqHL7anVhGq8yszNrf0meuYcDGsQbreX3xC4BTx4GQ/41THLVyXBiihuSXVUyuL2tc1rgB8ATOjTVnfF5dCFrnG8k5qrQ6QGPNRqZiuttiUqCxY0hF6LZF8sbJGC6mtNFRIaIL1vKIELF8MvigaDbFOuhp32zjVSXnUNQ6fo92XRl9DSTrbs0ityNjKfch1NxtGu5ELyqo06O+f5TjTJ9kjz5CkiGacBS+Pt2jT9Gwsv5GmQfMw7J/HLbt42vtt34zHvQPwrzHzdwL4LgC/l4g+A+DfA/BnmPljAM4A/HHd/48DONPP/4zu98Eb2QMjLO82WH/4GPzSnfJ3bWHG2x2sAzLFKLrdwyiSrykBn/gwFu8OaN5+Il+LhHixwbVfvcSLP/oEx19JOP3CiJf+9mO8+F+8hsXPvYHcReRph/hLX0G+doD5T39ZOrm/cge8mIHefqB4W8ZwbSrauQCGuSTFbCEYDtgpa/Z5MPnPCUAjeYdtDnBBe0ueAcULqxstGH1unDPGOXvSlFhK2T0hCv2e9ZbUzcLf1AnWbd5J6IFI7AbFvJP1p7fuAZtca7MG+kMWA6oeTrsCdqcscIV6lHXoF7eAaY7XtLB6Qs7vUTHAFb5dLy41g8H6D9pz8cSO/t053dNiCKZP1DDromsa3GDBfw2rjTvG7ppM1O5cYKO//ld+AO2SXfnOMfSBXXGvprrZcwbg5zFIyt7P/F3eg69iDxy8VYo8jOtLSZgqi3cYp7+sEIQxZwh7XWq6JTsbxLzVZlvCfF9cNBFsUZzrieiYc81tw/Jj1W7ME6fwqss6wvLFrWKDeEJZk3LCUy4Gqm5nNmqpO2VJVMqzLAv5/N1Cv7V/5s1aktjgHIkMGe2G9yo87d7FgJdFDoBHJe0ml8igxrRRnD0o7AOFaeyZWzTL+n6aTS7MLvWkDYICQVUJRT+dSZoLEyvzRJ2J99u+oeFm2Zb6q9bEgQH8awD+n/r5XwTwB/XnH9LfoX//HUT0AZcA5EWH2ePRw6TttQi69wC8WttFwPtI2nWlVFgkRFj97m9HuNqIdGLOaK52kpm/c4Sw3IHeuIfjn3wdB//gNeDRGbCTXm/NF94EffFrcpwvfk2ohpsNwnILjAm4doxxHjEuGoCkn9zZJzosX9aBliyhSXuhcBjFYFuLL/OyDeOsBYOMB10zD9KU9wxyGAnNmryyraaL1Z4QBynY+fC//Lo0G0b5W3eh5c+tQCFPflwWx7grycyDX5yWgRjhTJd2WbxuO+b0Me15cpZ4q5+LeWBACWl9cLeyQHlyzyh3alSEhsglkaoekIWcHOR6giaW4lZCWcOVje/NSkEzmhYghmL6pHhtORYjL0aPpRPPtHieTunMKMJUJn2Kcn1PJ5csYTnOSI9XDJt7kBU1zaoChwMRDLN+knbdgI4V/U5yb1l/n4hRGxZVhKdRlV2rsUfs/dj1mGPgC8tQQW/KZXfuczRYQT1KxYTbjUQI1lij2XGhzgF7etUhWfEPO2MnjKJxY8/UjGpjipMknnvULkpiJKuGwRaRdsXDtnnSrormis8Ne71cLUp6HDOguSF0V6JZIl69Pev9390eDFoLoFGa5Qa84lPtHEgkfK1k31g+4+yDTfM3hXETUSSinwfwAMCPAvgygHNmtnKStwC8qD+/COBNANC/XwC4/h7H/GEi+iwRfXaX1tjcaHDy2g7Xvtjj9GceKAzSlcYKIfg/HoQOaFraNJvi4FceAZstJl94B7xaYfPiAW7+5ENM3niCx993E/zSHfDJofRzG0cpqR+ViRKCMFNCEK8+RGC9Aa02oFHeyOZGg4uPdDj7RMT2lMrqajjvCO+4bgyMWkTHs87GDHDcUAx60ITpOJMX2KzkHONcsNVmI38zQ5dmYvRczlW94TiIqNXX/uErnhR0sXn1umwSu36JXo/R2YCCX49T9c4UPjGvyKAH81hCz9hd43I83QzfJTdu5RpMo8T2IxbMdnfKXg24u1ZpTOjfx7lQ88Y5sH5BRJSoSgJxIIcr4kYMwvaUvLpSDFnVmSUx+mPag3JCD+nEY1uGFKCEsh9l6b9pOK6Fu7kV7nLt0bJiuUYDrCmQ78XHHhaExduMZlWM2jjb537nTiOzsXzXGiuI1y3/TOfGopu9/AeVdwHocyEz2gVTriMCG/veo7KxbuzkcIt52fLOycvdrQS+TmpL4+RKsMn+KVNpmJtKJLwrkXm4dfcag80sWWhzz6MjXSR3p+R4uDlRQJk/vDdeyRf7/iACzGjXGWFgXL0U/Rw+TBrNuTQGH+m7LT6nfGcUuuJYOQbc0J7NqOswnt6+KcPNzImZvwvASwC+D8C3fTPf+wbH/AvM/L3M/L2zbYPrf+uLaH/uS+h+9ougpXja3PfaJLgtBtxamDVGFWyB0xNQPyC9dBO8WoOmU8zeuAIt17j8ztvILbB5+RDDrQPwaiWGOUvxDsxzN1nYGIGdta1JyCcHWN5tsLwbsL1OGA7ZB7vzLXVQGOzg2iAW1uVqsA8Sho8LKXE3I25JRW7EQBuLJG4FIx6nQLMh92zp2y+Ld5uFlggYvkiIG22moDxj43BTEo+8Lpevi2Y8kUVi7Md5FUUYDql4od9nFGPaXpHjz07ZUqNbXrzI0u51t2dZuEIPbG9l/MN/+/8g15BlEaq1x2MvVaJG4QPM8FhyjNyjTypWbxrnYHhFpFHHjFXSrKH8aTEiw0HpOA/FKT2p2sr9cgTShD2ysY1G9nZuHIuxtfoAm9DDQhaBYUE+BihrR5zV/tgQamVhwpihtipVG2umNmn7MInxdgpkBcvVsIgZZPN0oc9vnCqjRPnNs4fZoTjjdFui0Z6T1RBYCbcUBJX+leY123mMVirHKu3oDHJzqYTGDCK7PANXwbxFI0A5JkfT4YbP29mDDOkEL4baork6YQku12S5F2PBDIuA1BEW72aZz4PJA8u47K6y4+t2HTX8JA6UCuqNUkFpFEUbZ66Z8j7bN2W4bWPmcwA/AeD7AZwQkUHtLwF4W39+G8DLAKB/Pwbw+AMPnDPSk3MxzsMAPjrA1e/+NMLNG0LxAwQaASQxudsBXQu6exv5lTt4+FtvId08RnwsfSh5vUF4fA6khN1RwOFbA8Z5AA0ZaDvxuE3YKkbpOalVmDSX1mbSwDjj6mOHUnxxUCh/7nk0infN1QtQT2I4ZHDkUkUZ4DBD7uTvcUugRI4DA/J/dy7JpLgD2qtKfrOx9lI6KX/pyCd0jrJv8ULkeOn/T92fBuuaZXed2G/vZ3jnM5875s2bU2VVVpVUpSpJpQEkQAIxyAxmJoxpm2hwdEe4Hbht+ODwB4fbgb+YBne03bTpNsg08yAaqQUCCQmpVKp5yKrKyvFm3vnM57zzM+ztD2uvvZ9zlVkSQYPTT8SNe4b3PON+1vBf//VfZZo4rvCFz4Lh75D8nXbrdSK+SNFaJSMAnWziiaK37j9GrIFlIfcDMRzhWiPOXhOdWtuHxXVP79DyW//v/7uoBdM/MGFIboo0i2m4jyPonaZinDbodDMcbXAyXpghqgUu9ztMgs87fHLfecYhapfrT9G4RoxtaRi/bcGFzkON+EhOrdvNt96WZ1RvmASVmJC+9xTXJbJ8YiOT/h+cKXCJP96VUdB9KKOly0pqy1S0BiL9UNeDsIOIBTTdj1L9YhE3dvkRlQ81o4jc+3BethFWjxpVnS9pghqe3M/kICPlL2RE2kWpBlqhhkjVRO7LJZqfRtkkTN50fp7V8jxdTpx6XyyTVGtkjJDusRIRNAOJU+hDwKbYuRbkk75PmJdap07gLjVRRKdS9tcM5UV7MkJ/cvt1DbcxZt8YsxW+HgC/HfgmYsD/UPjYnwJ+Mnz9T8L3hN//nP/1yOLWYkdDfNtit7eYv7hD2zM017fR+ZFYi68qEZkyFtZrzGJFtT9g/KAme3SKv5hijMF98DbrD97ATWd4C9VGJvMGj+eRhQJIpL27JdokH3tedLvzDDMZ453DTEaM314I/BHagG0jxlbgEYPPPNkyULp6cpnZOuiOhGhSq+wmpGHZytD2fGxvj7huJRBIMTMRL643PM3YYytzKYr1FlzPxyhdC3NaaIrwSdAZAaKMqL5oEHDm0MyhNDGJjNJn6o20r2aUonKNxjUiigVGkvEXZko4t+C42p5cZzTi4SUfPTCRq50vOzRLpxF1iKDmAkMMDkOmEQxIPSYWa/Xc5z80i06l2kopM8EYi66Gl7mVmYn3MFsFxkMpY6Z8Lg7IFTB7oeH5P/Aa86dD9ueJvPAuc0NZFprp9E9EvCkPE29sK+feHRQMJO2TjtN5Uvo1UjwRJlCxTKPZ9Nl3u1eBKCsbf56HKUZVcjSmTdmJMJs6UWJuYiOJQj6qK7Peks9EYak6jDnLBefVusGlgpsHHbycRpAp3NbJjDp/o8wSPZ96RIK81MgHh1kPTXQUdZg9aVsf4Ym2SI7BZSm7UAOvlElXEMkEtlUDHRQBn8i+9d5GaKfxtKWN1EE9N113QGB9hfvZ6XP4t4VKrgM/b4z5KvA54Ge99/8U+PPAnzPGvI5g2H8tfP6vAbvh538O+Au/7hG0vR3wzlGNpeMpm63x13axGxNMJoN97aBPdmUPihK3PWbwtXv0H84gdE+6D96mGReY1jP/0Y9QbRhmNzLKmWN1ewu/OcbsbGMGA9qPf4DZR/e5+NhV5k/1Wb9wlfl33WJ9exdjLe3uJOp4a5Ro2s5dU0Pn08NzpRRimkHnRXLpM0rN02Kf7jNGtDpYtw3FzYWRqTnBIOuxi7lQDqOIVYjQ2sHlQcFqhPEJ/9ZGIwhGPBglxaObYTIcqs6nSnKK5WsLM0jk24RRaEp51P125wWqw1NDFpsebPqbCNeEhhSJBgV6WG8L/u2tYb0lny8uDN/9p75Ctgo88IyU4XgY/OoYnUpeTy5TEnWMlqb56Xn6+Nwwcn2ibS0O4urTJ/zDF34WtyseMUagraTAkcZolS0h+5MGGR+hHDVU5XmaNK4GK2ZHKkgVYA2laSps5Qq4eKGlHiXHrsbdttr0QTR+3ezp3fj9Mavz6Z92zOr9UA58FwcePnZoUVnXlfxOjJLixOm9STz6NrItTFz73SlD+qxs7SMsoY65y+fv1g60QUgaWoLjCOtA1PiEddIMTITXbAPF3MV1GI/deT+1BV8dY9QoiU7GpFF8erltZz0hn1PKISCBQ2nI5y3ZsiVbu+iA32t7f3RO5vv++zf/AL6qsNtbHPyOp1lvGfa/subshZJi5tl6ZcriqRHjrx9ilmvRzu73xRBfzPHrivqDN1ld6TF+c0q1O+DgEwI+9k48o8ctbd8weX2KPb6AzHL3Dz6Fqr3pi1lMpSK+cafi4naJcSLuI4L0JhYQhZeZPLQsfslptQDZDD3FhZEhBHkHZ2sN3nqyykTBGcWju4MTYienS4ZImRSZdsiFl6UNo8ug89IqrBKw9S7ly1YdyiHJgK53PGWAH7JKhuwWU4OmwF1sVNN93b9G73qsagtW1xp+9BNf59P/+GMYL8+i2kgCVlGvuoXVjmi//Jk/89/zX/7E/0SkakOTSTETfeVmGCL4EDnrdWbV5f8168jWnvkNQzEN16npteK/yzDJJ6TBi+vCFe9GuFnl+eR/8FU++999jHYgz7Xe8PSOLb2TdD+ME0Og3Yym9fzOP/vL/Mx/9YO4QoYbdHm8WaU8/GAMgtFthmp0JNXWr7Xwp2wKdQJaFCfFP/hMmm/WG2IU82WA8zpFczxRLEzvTRcmiyPD2gSXaKCijt/GdZC6/lyA48oLH2sMwg6SP9IhFvnax5FpQMTSu1CHHMPHppp8FeCtwMXXmZxy70y874pHg7Bu8lWa2NSN6vW4EQYJFEZtxirnSZK2a8Cj04oQClGTW48pw5Rl0k53HJri2PlCBjC0PcP4nSX58Rw37rHeH+IKw5d/4S8zPXv3zsn3h+Eur/jvG/w4dmsTvIcih9Uad3WH049ukK09kzsL7J1HUFfCOBmNBKu+souZL/GTIfXemOWVkmztefw9OeWF3NDBgZNOJA/FrKX/rUfQttz9489FZobLvUyqscnw2UoMmV2noqAWTOqRx9YS8Zo24NZLcZO2DvtpBM6wdVogqoXtCoE/FFvUF0Inq3gjIkFNn06BB9pS9mfaEL0/MafQeFjtOwaPLfVIfpgvEkTQ9qHabRncF4vZbe7RBZrPE0ZqnzDQlwx3ll7gYpaofTL3UoxwMxBowa4s47ftpQYOjf6aAXGGpa2INMp4XR6W16XdPxbjrKb+IWoKeHwbaJXaKRk7/cK08XokYl4ayULHeQXp0nokOLpG4FiBZ5zqdIeIXjMSNdog0ZR0zMk+syo0NVUCORUzYlNKVqeBDREuC/iwRu1tX4xuWySDrVN9lEfd9E3oXkyRos+lSUehCxcyEVW61L91eepUjc/UdiCqAD2Ylhix1mMRe6qHghfr/tX56HNLbJvwGc0EOm30Cj90mSyyvwC5VKGZppRs5uJTS678Dz10fJlOt+neS4Wp9H6paJd/D1ay0PQI+tqX8fx6JNeqjkwyEhN1VLQ1Xq7PxGvRGZfrDTnHbndpjLxDdpCtPb3jNfnxnHZ7SDvI8cbwxU//Fc4XD971pPN3++G/962VK2mvbGJnazHeswXm/iE7b94TnHu9pl0sZFCwMbizc+zGmPrKhPJ+g3/nAeVsm/KuZf6Rq0ze9lQTw+ReK5HeUUU2r7HTBe3+FvbuI4q5pwkVfYwYDBz4AloDbstTzAz1WCd0pJcgX5rA1JCVki1DASTwufMFVBse2xiagSdbm0jPc4VPRUn1m6bzwmgk2R0XppF9eIkEL5axXk1HD6Ta9PQPrbQxr5LioMsCHllDMc/kOpU37UPUlsvpuF4Q56/oRCPhxQvXnwUstO0HQz2RfTf9Dpaayf+jt3LankiwDh9azBq6dEIV9pdxWwGXDIZVG5rGd1IBc/gwpbYuN6x31aj7cA76oosTsjXMnxIeezH1nH3/mvFX+xF6SNQ05QSn2oBqrdQTQxYkUrMKUAiI9Ny6wkX1BlFgK1+m7kE1aEKlI0ax+crjrAmRWgc7Vc50DgQDm69S0RFCNGmlyNkMTMwm1DDGQrIGAJ3CtGSQKcMAEk9b6xUacIQ6Q74kDT1QWC6Xe6LGSQt0iWmSMgSdBJ9Vl/FiUymE0jENYXwdGMqpo/zZPi6H1Y4NI+40wg04dxiE3G3UMU4dtnZWhmvXyeqdImhWhew4wDkqU6HZkMuS3ogyq1SqVt5nKX678HAGpy1VYKF0DTyBGto7qXGlJT9fYVZr8odr8izDDftiB99j+41g3P9+Nucwdcv5d+4ye2kXf3Mfv1gE3W2HmYyxIxHQMGWJHQ3wqzXF197En57L0IXZHFrH8M4FW68u2Xt5zeCoYuNX3qZ8/SGmbTHzJXYlA4T3P3uBSndma0NbptRTXjrVoUgRs8sk3Y2Yd2MuvRxtPxScNgQK6eJkzShQohYmwixYwZ01Um0HoRGhp95c/j7T6eqrpD6XLeVFj9xqxDhFZgShENgRi9JUVqh+XjKKOrEDNMKVCIvY3anNHbppIVMdQHeEmfKD6xExirQ1DO/LQII4hadIL75wkgMkE154eQZi/JuRGLjJW+n8NBrsH8jftYEh4EronScaIcDonjjT5TXD5mf7gqFrUbW9/ILotUMo3tUC1aTisA/PxMdoue0luMVnElkXc5GJlfXh6Z0GFTonBqeeSPSshr0ZwvD3Prqsn9Jpl8YEhb6MaICUBYFXXXF5JrOn4eBH68uCZKHYqVOAulmB4uUxcvcJqgMuca81AlejqMJtij23vRCJ+wQpaOFSC4KETEE4zwG26OxfDaniv94IVbENEr69M5ewY58CjK54V5Sx7ZmoMa5MDpfB9Ja9vJYhDm/Q+6VZifYyZLU4peOPBscV+ihclqQC8pVOYJJsoJw7ymnbYQIJFzyft5TvHNF/6xi8p765g5uMqK9usrw94dtNeX9/GG7vaT7xIhcf2mLr848Yf+MIezoF70VwKsugaaTNPc9xOocyy2B/V+iBxmB6Je7sHLwnv1jRe/ku+edflWNkGfZkit+aQOvwwz68/Bpt3z9BXxID1AaIQgqKIWKupUPSZ6GVufTxM5AetC8C/q1peiNG29aGduBTtNkCDuzaUI+8ME1qgyt8NMZtP6X7SsVSJgaG+ASbAIvEVNES6YmR89xZoNWmQCi94+CUwuJUQ9X2fbwnMRvo6D4D0fFomh8787rpcZGi1IitB+2M5VWfFOm0ccQgzUhKNdPzWnjylaTpppONxEablRSv9PfVRgcSMfJ3bR/6B+FZK/TjJEIq5gFWWqnzDnCES/BBzMwKMdKqjyHNSVI4a4adyCrT4wQjm6fClfGefBYcaWFiMHDy6WvBeCXt625XpRrNfOGDIQ7P3abf+xw23oLdXyiFBrkkUjPbXhpNp8dUhz3/sVnMriLDw6RjRyZRJ9KODCSjaz2tQ4lUA0TQWZfKx15vmXi/IUXbOjXGNuJkunLI+Sph5bopr9tbInPEhMxH2SoKlWjmgIHJXcXswvECwwUSbKK4d1zvYY1sv9KZrER6t7IaljuCW+sM1GLapnvoE6+7mNWCNjiHt5a2n2Ocw+eWtme/LSXw/WG4raF88zFbv/iWfG8MftjHt60Y6bqRfwC9HnZjjNncgKt78PhIpuAsV/jWYXe34cFjeOs+VDV2bwdtmXfnF5jZEjfqYxYr7M4Wt/7lOkyfkUjtxi+tYjRmaqSIuEp0P8F3Q1oWJl/jNOUMeLYP0WQWIJZQhGz7ia5EMPxyvbLwNLK3laEZ+7j4fS6fi5BJiGBNQ4RcTJMMcDPy0ijkYPF8xXrXJ15vwICV4aFOKlvLi9H2ZQHm83Adnai/O3LL1oQp6CEyDs5PIZV6nF5ohYSKOWEmoOynf2iiyJRcnzi12LBSpwJr5NX6BGNoZ2ITGlm0lXm97flP/8O/K0XNqY9GXuGbti+Oq+3Jy9yWyUm0PcNy37PaD1CYTRjm7/xTn6aYeabPJ4F+vUcQIrsgdeuCQZ4+5zqQhUzxVkaI8aFg1YqoUDGF/olmKD7cB3PJcWhkHBknBtqBic6om201o8BJ7tAqXQ7Dx6nVv8u3H/3MmPWmiQ5bR29pG7fL0j1UR63PL0o36IzIyIZJ2apuGiGX5wFP1gaw0OQTaX1aVG+liabbPKSiY9rgklrGEz4u1yvXI9CTj+d+/MPr1FwUaiXdDEE55t3MLl5HF34yRCqt3vdi4SlnLjrBfF4z+sYBG189Ip+1jO4vGb56SHa6gDzDFzm+n9OMMmYvbsnA4WAH32t7fxQniyv++ye/V1giqxVmZxt3eAx1DUUhhrnSMM/jX3qW1ZUh01s5V//VAe3WENM6MAZ756EY6rbF14008DQNGEvz4dtUmwXDV4/gfCZT4+taOOE72wDc//EbMr8xGHKFJTS6iLBAp7HBFT5G2JHHGaJPedBeIJU88LHL9L1pTVwwWvRrRp58buK0dYE3PMXcxCKlRA6kSBdS9D3w3Pjuhxz8wg3BI0PRsB55yvMkeK9tzwpbdClMyvhQKlm+hNUucdp5xICDEbHBiUgqfjmVVpw6NukEBoS+JP7dwgcv+8mXakTC+XX+NjoFjQBd+jt1QomVQnyRcMLCKc8TZ7ZVTF8Ld+EalUqJkc/Xo4S7KpZq6yBXi8AnqrvcdApbrjBUk9QVqR16+lm9Zi2sSS2jo9kMkRUUn3+ZrvnJpihxYnJewov3ca3YpkP5C004623Dxtsi6K+MiNgCHhyP/n1WJYZEW3CpQKnPg86zVTpstwie9FqCxrkTgycskcvrMTI2dKZjfK9SFmec6KjomDQd+qzbct8weugiFBIxfa8OohOlK1zodapPunfGC2RTzjpzK7v3ykA5a6OGSzPIMM4z+uoD/KCHH5S0o55kYY0jf3xOfWOb9U6JyuTKvTR89V/8ZWand9/Ver8/Im7nZHLNeIivG9yjA/lZlmGMEShEx5fdvIYvMpZ7OcNDx8n37LN4aojr5WSHApP4qhajXeT4dSVQy/4O+dmSbOXwwx5sTXBHx/jFEpzHzxfc/z03GD9oKWbgej4Y1nCKhbSoe+tjq7O3lyNqu5ao2vUS9imLQOCPBCmEF9OlZxJxQ590StpSXiwTIBodIxZHamWCidN5qUwjhdODX7xBVsH0JXmrBAaRDlDVBemqD/ruYibh4ErxawapMUM/F/HN0FKtfF815NrMEecWFiTnplFogGJkhx2sPRR4XQmzp9Nk70uYa4iEVL/aleB6wvBRPH/1sYUwe5r0kmu0XI/S8N9sGe7JOhnAYu7jdeEFfnGB1eG1WSecTz0KBrynjUJBvjULUR8yJKK8CFPkFQZxkqZLs46JxkplYWXUljpeE7OMSwYsPrT0pRqiYi6di12j3m3kAnFOw0faMJOi6yfVGZVtVY+Sap/SMVXois7ziY1AHcy5q4Ft2oAJLy4LRMXuV3XuAcownSBTddx1GhIm1DVC5tdGGEvej+GBdmKm9R2lGLzsX6e2y7VenlMa//ckDDtwzYVFovdSGCLl4ZLy8ZxyWjN8/QS3NaHdHuH6Ba6XURzOyO8d4zNLPc5FetiktXBJSfFdtveH4S5yzMYE//gItxCdElOWmPEIru0HLW7pnDR1Q/aNO+z9q7uM37wAYONLj7DLBr8QxSKTWcG/ixK7swXOc/ibrtCOSnr3z6l3h3Axw25tSnPPZAwbYyb3Wo4/klFNgqGbmZj+GyfqfFHVrwnGNBfj2fbFaChurZukWsIuUWhFP+Otj11r0DF8IX3Tn9ebQbukL/xhjAxZkGjP0Pa9YNLm8nHbPgzeKRKFzSTjqxFUSg2JkqSYFHmqkVjtJi5xtRkMyQR6p6GlXbOPTvOPNCLBeodL1xmdYYk4EpOiyO6gWi1ilqeJhqfnHIu1AeP1mRhfVS0UA+PhYZ9sKcOg20Ix3gS7SKGPyChSyptT2U/vY6HY6ACFDnYqUZWhnCasuttkJApx4flqxJml9Dp24erMwUChq4cmRvFSxE14sEbZGr1CcKLh85e6+Vw6tu84mthUE6LLOPTBdAKOsMVuWJMm/bRFx/Ahxr+eyFCOJ9eAXn8s9mVpn7YNTq6WOoRmgLFBzHT/mZSVWNmHUkG1Q5LOum76Mq5OoTdtBoodjIEpotF//GeIuiFxUo0KmGXpvJVFFKGxcK2rvT6L2yOMc+CgurmJGxa4QU52vsSuW3y/wG1NwFp6R0t5/4qOTnmb7sG7be8Pw92IXCJtix0MxHjfuEL94k3MxUwiZiMa3O7gSLS5zy8w9w8YHjbgHPbuI2hEm9uv1mLkRwMpRD59jd65Y3VlwNH37TO/VrL47tsS4Q/7+PWa5spG6F4iYsrNOEXJ8hKGAmPApiVaFJhEoQjFA4GoL6IROiCFzYwIl6jYlCtlQbU9WXxt39MOhMGisyTzZWilL4hDFkwjv7eNiRF4hCnCw9dUssskiE4iRAtKNYQwF1ILVE6yj/aGdmmIgQQxns0w8YAjlbFOhrgZERtSVISna4RtFVL+JkVh9QSUVRJhgEjh0hdLvnehE1IhmmyVIkCs59Z3PsTWgRbYJqxXm63yhafa8tHRQXIMZx9psA0sbjihnoXoUAuKYuhSB6GtvUx6j2l1ag3X7OLsRXFI0j9gotqdXJuk1wqdmMbTjIQhEievWL3uZEQiJ70D6SnLpO1JZqB8bSBG1cbB/Hqi+Olw6sghV4fVgbW6DKaosx6eUR4GJsdoPBhJKSiS7kv4e+2W1fWYLy/DD8YR5Xj1PYrYuSHKEetzjaPFSBmDiJwJHKU6IjpbtgsJKbyik3gS19zEoRLqOFTKQB2ROL6g5tkzVBuBrVJk5KdLem+fYNeNBJdFTjZd44uMdrPP+qktmo0exqW1EpuJeG/L/f4w3N5jmhbzzFM0n/wgdjLBzJcURzMx0sulRNBh8o0OU3Bn5/R++ZtQ1eC9QCrOEeVfT86gbWk2+gwfrjj6jpzlVXnRBnen+PEATs5gfwcQepCkaYaskgg58qZDdOsKH6CAFElpelvMjHwmFwOcLcP07Fr2J2wRQ73hJHoP6a50UApbRbFi0xqMS1oX9YcWUtyM4lWp0NKMhZFiamJxtBn5uMjbgY+sE6s4M0SYIk6OD9fRDIhRjcALhtHL/RDFEKMajcyUThiju7A/FcvSxa1sEugYoEIcxXqX2LzROw5dhUP5fDHlEoareilRy5tgmAIso0OVbW148Ks3omPJ55czGlcaps/I39cjmD3bMr0t19j2YePVnHpo2HjDUo9DxJUnHXY14kmTWlQF1ZD50P6sjVs+g8GhzKHsnaVuv8vzGoVxQTBexYUXCqRmJW2KphWaUMgrnycDWW2GwceB256vgvKfI7J38FKoFLVDLrGElFqnkXMccmHSs3BZypY0WtVnoOJOWZ2agGLjiSXKz2qB0+WXuyWjRG6nEScxv5IT6/7TCFmbemRHSQpY12YxD7/qRNoykDsEAcpZD0MNdNSYNudktQ9DilMgpA050Wn2LPX2gPW1EW5jiD2bkR+cU+8PWV8bgTEsr/RYb+dUmzlNzwaHFeoH3qcX8l2294fhBqrbuwAUB1ORc53O4NFRgklUHTBMfPd1gx2PMGUp4lMamYNg42Uh3wdC/MmHh7Gx5OwFyzs/vkO1M+Dkd77I9EM73Putw8S4gIhJu8xLw4wRA6gDDWRB+BD5aMeYD5GDGGof0n3TgqnFIZhWlPyiLnZ4gSAY61YMPCBQSsDO8teGmDY4ExKu7o3wwosLE+dYxmJWFSLwxghuniUMudsBGSlguVyTt5cNbjNMcwDfLVrCS5dkO+gUlUKEqRGyOhnFpJWtokXEbEXUSmkHyVjMXmikk3KdjpUv5PjlBQHekP0IkyVpXAwei87LKrBq/sb/9v+WipghqhwcysvaDjx/8cf+Nl/7U3+F1b6PzyRbp2aYKAoUIBKfhWccIzFi8bWL9+YLHyl4quutnGd13jrjcXFd1lQWmkViATN09q12TJRtjfxnguHrJ6NcnvkIS3irssDp3igVUB0pBKna4Ai63bix/qGwYSt/Xyx9dCTdtF7ZLlmV0n/9++iw85Qx6HONI9YCVKQCT4KPh+vMBBcXnRESJc+IsXVZGiuXqJPEoMI4WTvL/VQviEXrsIkRTsVNHdygTkOPL4qVnShf72lo81/tFlRbOcsbI+Yfvcb6mT2qzZxs7VjcGCRDHbpo9Zix9vNttvcHqyTb89+/8wfBecx4hJ9O8as1ZjLBX98Vah8Iy8RautPeIxPFmNCs46NWN2XBwe97kekzYFtzqQOxLQXi6J1Kc8X0mfDy5cH4zlNnpK0TY0QwymDclkGCdaUYoY8Fx0sCMfqyZAoveKyySRxxJJkJUby8GNJq73phnwHK0A6uGDVZolqgUBpT63O2MtFAdVNcSEZb6HFyL7pUsm5TjWlhcbth+Hae2AEtceFDiLAG6SW2bfr7mPEpHKOwTXH5pb/UZh2MZbaSF1oZFbqvph8kZwM8EzsCI2wB5x9qKS4s/8c//Hf5P/29P0IxNUJBCyO56omwTeY3PMNHhmYgeuDlucWupZhYTcRBXGJtdO6B3h8XtGWgAy+0/BpH8eQzUJaGFDN9GpYQvnelidi7ZEAmDoeAwE8fwOBxwvolGg5Rm+88i1AcTB2NydEqDBSfo7KoDJeckBr9uObexXx0WUea4cT9dULF2MQW3st8HSba5Gk/cZ/+8v7jfkLgox28lz7XudeRuaVZg2LoNhQbA15tvBjnpidaKqr/LZ81UXOE8DmxJSGY6si3dt/T1ITkGd9dkk3X1DtDFtfKdI7hnLIgh2Abz5d/4a8wO3k/s0oAnBdYZDbHzeYSSS8WmDsPpNjY72P6PQia3Wqc/WKByawMFB70sdtbMvG9yDn8vS+yuG6StofiaVYaZDAS4cxvisyq8qGVty0fluKfPHAfjYp2QRoPixfXlwzUJX1kjT6DwY8vi5N96MtbTMVIe+tZP7+iHvsId7SlJ0rL+k7xJhyvK93qLZjn55GZgg/YpU0RbWwkKQXSyeeGaiOk7oqdKhYZYJfx63mkQCp3WXVe4jm0MH+xYr3rwAufOmYUmiabjhIh8nOl6nXplAoBVBvheCFbUCeo5+bCoAgtasY27Qw2X83wFv6zn/ijZEtDtS2sj9UeUaURZCK7TKSHjTdsGKqQcPtopDvwURcTd2V4NortqkMLjlWzBy2Gdp+BCfiozkDUsV5Z0LawtTx7ve+2UqhOjl1eeEb3xMAL7S+sp7mPayVm3C79XdRYCc5y9gOL1GXbgWKMGmqX8OTFFZPujUmsJP13acINRNjlya0tDYM/+ig6/Gpi4rOPczqD4YtQTOU7ka3cV62RQHpOyniKQYvvPJPwnihrqrspL10zHHnmYXJPTuzitJ3GHtUWd5lhvWnjcTRAkHOQ55lN17gyJ1tUFAsn2Hgw1PnSR8gkDlV4j+19E3F/3/DHMcOhTKgxRqa8AxiLGY9wJ6fyfRgzFie8Oy+iVG0LN69RXRlRPpqyurXJo+8tJcrIpYkm8oA9kRJlG2k5z5Zp0XQ3SfMFInHh//RL4pQaCF8vTHSHUXCnE2nK8IWQ9gX+d9tLQxc0anQ9HbYQDpUJJKJMABWbUunTWOTrRJ3xHDpt5Wr4uvil8p0jl7wTacdIvuMc9KXUF3fxgYrRq2W4phQpxRemg4NqdOxtMjLSqUnsnhS2QHppY+QejIjiqBplPxkNRwMZ4B9vuczR9ql4pY5VKXAKX5QXojFtnBj0ZpQiulgbKIh6LhCiboWYwpZpFBmyC+Xfx/uhaXpnWZkQ1WXrJI4k65ignSERuRqDiMEGFovO6dTinN7zbCXMj2LmI9QVddc1K7DpOUf1SM0W1KArOyRXQ5qGeFx6Bp2wMBZH1fmF42S1Z71lg04NMZO71J8Q1lW2Tn8baywuORllRem5xU7cpuNEfCpGdjnptpYgQ1vXL3HSkeham4sgHTup/iWpV1VVBPleI3eXw/h+hV21LG72yVaeZmhTw5FNU3Ns7fnSv36/R9zGSKOMdzKNpmnwrQNjmf3QB6hv7Uq03bYo59uUBRgLRS5zIosSHhzgjeHNP7bPgx8sQ6eij7iwDB4IrICeZ+OOdBjaTpNF5EjbsGoCVKJGW6MvDNSbLjShyH5lGHDgelspGEYesFMDI2+A8RL1uyJ0WzqhHxYXJrJHbK30QxPPGQPL25VkEeHlsGvhLncbE2J6HrokZWGkVnpxOsGALpJhdIWPeildhkDXiDfDtEh9DqNvlZGn2+3eU361vkj1hmdx3dF8eI7LA7UuTwJV3RdOMdJuxqL/tz1Y3PBxeEQ01BC6H+XrKH6vLJcq8X7VOGg0qPBOtpL7YWtpuIlp/zoZiRj9hQYpNch2nZxDivoks1OD18WC9d5GnDne05Bql0kGVDnxqUEjFeq6LJJiLk0sojMe9q94tRHs3NugV9IJFvKVjw5M142ygSLWHc5VostwzDgKLhn8rlPSvy+nPjoATGKwNAND78yl59QmXLubmXTvk0a6eOLYt6iL31mvcdReFoKbDjNJz61L6QOSRkqbfmba1JgTJ/AE+EQlYCPvPNQeuk5nvSHGOatgcbVk9vQA08p0d92Ew58arrq68e+2vT8Mt7WwtRGxazscYoYD6o/cZvzqKdlXXhfjvrmB3d7i9Ld/gPUnX4C97QirEMaZNUNxp9qVaGvpUJQXyoT2Z88L/80B+crHdlvXC4bWEiANE7BYnbmXvK1CJ9IWrrmXRmNSQKzHQRyoSpFKdAZeHopG8j4PUq2OKPmaLYzMYWyNFAdzH4uP/XfKaAyUMZKtQ0dmeImjs1Dj7cEGHDu+xCuinolGifncYNdpkjcQU+YuRtltv48GsAsRmDDr0Kd7Y9cG13f81e/9Car9Vl72VtgecHlKuTb1xEaRkCVkS1FALE9N+kwjRjkLz1NHosUswafIWyLVFHE9iXfqy7q4auJQhPhsHVHDxgWxI71PLqgRdkeDXSro6n7adL+7RbFmmM6hmqTPxwEDBAMUWrhXe2laeXTWrXZEKq3NhPWc9q2RezHtaHCE/apkbLwfOdH4q9PKKlKzSBf+8R08n1CYVPGpkngNxsmz0ei4Hps0Wb1jqBRiUCfZHaGnNFjbhvqASbh9/PtQeE0RLKnYmSfHGhvZSn0nL6sTykkTC56phV5qCDKggXgNEY7VZ+9lBqXLzCXHozomet2aPXkT9qVO6z22/L1/9e9xcy1mtpD77jwMCvxsTvHKXdEb2d9l/pGrFBcNxcmC1Y6lf2rBWuztp+B8ihlt4oucg0/keBMKdJnHBOBNOx5v/FLL6FvHHP7gFeY3pXFCX5q270X9LwMaMaA2DD3wAJkY0rYAi6e6XmOnOeWZjX/Xhi698txK9NqD9W5L7zjDOMHLRbcb4YT3pAgZmxQcYEycVJMtA4sFg6kDS8SLUb+koazZQvjaVsEoB4PaDPwlCqI3xAEPXsX/wxYV1jopvRo/nJxTLCypQSvSyw2dqAhSd1kFvcOM//Dv/Vl6KnNrAGXedCM1uORQ9EV2feidmEv6KbaWc6s2E7ShmHuEQcK+lL5Vb4SBDB3oRJkwapx1mAWd4CdfhJ9XYnQiCyOcdzENv2/lXsXoKxg4V0jUr0ZVDbly410By2uOYmYvwUuEtNxnAROtNQrVIclAwEaV/aLRY4TGXDJW8dULU8x1oK/S5iK8R4KvMNBm6RnLg+nAVl7eGyB2+arxboZE2CY2sTSX2S/6LCMcoRlc5/nHSFkNYyi6thqcNHqv0rPWeZe2ItYQmoGBViFDHRKRtEu6rJp4qSoX2/lehqeE5eoAPWbfxLFuOtk+3rduMG3DvNJAJ6yHhmLxxIHfZXt/RNxhMK8Z9DHDAX6xlCi6kVXgeyXliWiVzD6wKU0KlePiO3Zp9sYYa8E57vyRK4INV2Ls7Nog2rqe8Tvw3N85ZfzVh7hJn73PnZKtw8xCL9GwThLRZhvlS3dx7W7xrHhckE87qZbvRHhB/rXte8qTLFAKFTpJjQZK//OZPCyfQT0RCKZ3Gih+Rgzs6kZ7qcAqi8vEBStQjk8DfZt0XrrviLsTFvIyXVu15UU4KnSBajcdyPfehvujRbhg4Ntugaeb3maXXyDhUht6IVqOeKXvHCf8H1NOd3nOpXToJYehUInAIIGrrbh8MMbKbVYjaFt1ZkSKpAn3UI+vmizdzWfJYKjRyBQ7h1ggi00drmMESI7OZ1IMfZLX3oZoffjApnsYOjZ10+Jk7yxEwHVovycJJXWdZluaOEQ5QlcuRd4Rhgo/16wgQWeX6XzFPGV1l2oIAbuPnYxh7cSioRrtYIw1Io/Pp4O3d2G3S1APKaLVWsOlc+k8H53Co0wa3acIS5kIW+k5yHDi8Mw6euiQ1m9c4p1J7DpXM18rZVaceTEP3H7TgcJI16IQToI3RdJCR6e5zPyP0zlpjMmMMV8yxvzT8P2zxphfNca8boz5O8aYMvy8F75/Pfz+mV9353lO/cGbTD92DV9L5yPWUH38efzTNzj8gX1OPjzk9MU+58/k9M491VZO77ShePuQ9tou1e1dnv1/vyMqeR5G9z0bb3pe+C/e5Pm/do/t11aY+wf4XoldNbhxyfi+wzSGeuIEVmlMVNnTRSPRsE+ca+Ojcl6kpg2k5VyKgyY9DEdgqPhonCJLIS5EH9LcxN8uzyzN7RXVRsd4eMhmNuDaHl8EZ+NT5E74Wgfzdhthqv02Rc0d56PX2gxlKEO+gPWOizi9Fi81co90uwBJ2ODs4si1UjpIu2kzEAt5OrhWI3ZttddoSlNiLSDpMIQuTpwvhLNdbUrKr3ioGqQnebmxgBXuZT2Sfarz0KhYG4+0iNuFM7oZhk7XwRLHpPks3PNOAfRSxtIxpl0Oe9Q8D/u1rUTtxoWhFGs6re8mRtTZKjCOdAhtlrSuuzCQaYOoVRj0qwGDGmjdTyzU0sG5LYm7HpxgN+WPnPCACeerhP1mVcCPu1BUN1rtFDPVSarhVIevypB6LP2n56gQkd7HqLlNcs7q0CUrMGFQwuXPKEyk0bwME07nG2HDzvkrn1t47En1M97/JzZdO5EeaIjFZ4W4JHuSe27cu+8nHv+9f/Vrtv8Eme6u2/8V+Eve+xeAU+BPh5//aeA0/Pwvhc99263aynn8vUOG9xeiUVIWzL//BU4+1OPe795htWdYXjGs9tOor2zp6L/6GD8eYlcV2aLB7Ux47ice8ux/e4crP/k6ez/zBn61YvXCFeyyYfF9z+PLgnbSo9osuXjGhoKdiaJR3galP0MqauYKS5iYkgpGLN2N+cqEye6A8REX1yk1sQKvMypbyQSUTdE1CgD12JO/3b8k55pVhvJc8HPjBDaxrfwfDX9om5cU3V9qsx++k1Nt+RjdR9pfMDZ5wNS9hd6xJVsZ+kfS7BHpccpKQRZyPQ6c3+bywpTCajKKNmCj0liimQaxONlN44HE7+68yLHpJCj29U6kYNcMQmORGttORoFNUV/bS06j+9IrtNIG7rLSAtt+J7o2yWlplN7FSSMm7zvnoPhsnqJRjbbUCIoz8R2oJWCxPflsHpqSrGqW1z7h6laNf1gjgZImw2+DIS9NYE0QBzZ011ozNMkYdyR7m0EyaLp2uwykWKDtZHOtnvMyXVu+6Eo+iFFa7SSZ2nwZhL460Ek0bJ44IQebqH3CEvGimVLJdWWVj/c3C5RZpQFqZuHz1HofmSYdQ6zF2XzpUyG5g1fraDTbeJa7MrVdW/plXwbVGddo3HhCY01aE93JRVGq2IkyokJh3brGe22/IcNtjHkK+D3A/yt8b4DfBvz98JG/Dvz+8PXvC98Tfv8j4fPvvYVotBmXUBbYrU3GX3/MtX99wlP//IzhIyW6BzzaQHlegXO4iVS07OkMezKFA1H88/M5pijwdUP5eE7++Ey0H7YH1BslF7cLltfbCI1IA4pGNvIQfS5Kf2pE1Ai3wUC60kcWSbfdW0KD0KAT4Awp6vgYtftMDHS2Tg4C+WjUPK52W+qJHMMVniYoASpeH4tuJkRrYT9t37P/3Y8DV91HfZPeiXRmGmeiMag2XYjquJRigww6WO0loXuFkrSFuwsFNKNkyIwLhrZDB5Q0OmQXncgpZi4BWtHouwkGQtktqlKoC78ey6CEJ9kmsVknGGzTyLnZUMB8kiuuaWvUU6mD0l8TDKcNuuMBOqonMjUoslEUWht0DFynGKj3TLFbdR7xeVsTaZw+S0MD1OBGmlqAOdq+iep8cdCBXkcTBkEE3Dtbd2QPOuyW6DDrNJRAhwtoIV2GAvjAOEnXpM9UYSotMGuxUMd51ePktASe8sxuGUYPUwTvcuIg5PW2nIeOvtO1oMXMyDbJiF2MovtuZOBwqHOsdjQKTtlP1A4Kz6pLHYzc80zf/RQRx2zLEgvBTc/QP/GX6IFd2qCObWsGFpdL4bVLYdR716VS2jCYOBVafcxc3mv7jUbc/znwvyeaJ3aBM++90urvATfD1zeBuwDh9+fh8++9hZfWlZZ2bwOsxZcFPDigHZVsvLPi1j8749a/mLP/lVomIr/xEN80uCLD9UvIMtqHj8DKJBy7McFPhvj1GjtfcvGJG2AMq72S45dKsjUU5zY+2PWVVvDhunOjfWjGMWEkWAe3lUnt6cETPm9rgVvkJZWZld76sEhl/qRpTRxBZhud6KLplo9wT/9BTjFLUX9Wyb60dd4EvFzZDkCY6GN4/OWrofouqW31gaXgqkqRDMWzwWNLvan76Ka54ZohVciVTtV5EUAipxh1t/ICNyO9h+n5FlMVZiLxgl36XrFyZS9ETrlJU1sUh+4a1a4meEo708804q3HRLzWlWE1m7QPnc6jLfU6qDmr5Pk2Y9j/7sd4C/UQlld8hETUMMsU+MvrWrXds9CkY9oObKQROCmiFccdspbuIILwLhczVbuTqFrZMqqnkunQAaOQQ9DmVt57Lo5bhlEIM6JY+Mje0WcApIYan+DDrAoj2Jp07mq0fTD4tiENJg5rpn8UDHNwqK7zvHunEgx1G2WiQYxGMTjLjJg5ZKvAXkKO1z/1SX1Qce+O6qU6aoXVdFNcW1v0NVtUGE3vhw4zbnqGYqF4NBH+1NFlWeXjc9D9xea1cD+bnqGcuSgnGzOcEHV/u+3XNdzGmB8HDrz3X/j1Pvtvshlj/owx5vPGmM83yznewvxqQbXdl7Fi3uNvXqUZZLjM0o5Kqq2S3vFKFtfWBtVLT9EOcrmKg2NMryf4eOCCt5sD7NYmZ999jeWOZbGf8/h7LOsdwozDEJF4Q3FmJa3qpajQlYJdGx86JeuU7sj09hSBqExrG6JwTZvriY+L0BXC7Gj7Qu+TxZHGn+VzI63wJOxY+c7yAgonXdUJgYiNdzFdgHwln3OFKA/2vjUIinhStF1vy9+sd0KjTyNwicIRzcjTDqDdreO1qNFtBz5mILZO0bEPKW3bC9F1p/jY7ZzTGYdKIdOXMcJFisOSIt1u8w/IMb0NU9MD3ztGVJ4YjV/CM5uEY+N1DaRzVOPqerC8Lje0W5gqLuD4M9coz0yAa56gjhmifO0l+mT4jHYIavSohr7bKp8vU4bSPXZskDIKL6iAmY8NG8pG0KxEjUoxl5Fu3gapWDVaHUNyaaqOD+esBbSOEygWnt1/fZ+dX31MOffRODf95LibMH9TnaRG+3EKfLgnttV285C1DVO0r4ycLqykTiOypmxnTfbSPYudnuq0O/0FQrdN5xphI6XzdQqckQaoWSEESES+rsbyYNV5qlPQgdeuIM4B7WL0SiGUdawNVCETCWslDtd4j+03EnH/IPB7jTF3gL+NQCR/GdgyxqjPegoIgiLcB24BhN9vAsdP7tR7/1e999/tvf/ufDDCtDB92nDy4R7TD+9y549c5f6P7VBv5Kz2CupJQb5owXumzw54+w9e4fjD/Tjmx2xtyEzKWzdwowHTH3oBu6iY/tALHHyPZf6U4eJZiXSvfLHh/AMCZWQrkwxtB7OTnSYvqY0wEZtU/u4TzQKx1TxsT0IhkBacHq/tyWJsxl7gFH3Rh/L13/8TfykVuMLLsLxdBwMQGng0GwgKhqo/YpxcY1v6wAeXc9Juz/JMsO3YyGJgeb2hPJXfFweFnGdI9/OlGH8IUFChkX+4F8F49k4Mq2ttVPCLxchKIl/FHfWF1a0bvWhkpC9h25eoXMeWFfP00mta3HQEqjSq6zJx8oXe8xCxLdMxovFvoP/YpkKqkeHPPifdK+Vja/RmOhFpgLqUQ+8USurwiGXHncg2nKPelyjY1Vkz3TpA92XXtRoZFUHT25swt3Eg6X229qERJBV0dVNBq27XonGw+/IiCCpJFjI8aGiubuFHfcZ35ux98Tze48j77jzbOJWm1fugFpAY4ZpQWGxLE3sfYmHXJCdkGzF00kzj03WX6T5iiNohuq6K+eVsMWarJtzHgIVHqNDo70gdlD49oy7Up0a90M5PDzoDsy2kizU6cORnMZoO97np2wjVvJsRf7ft36jl3RjzW4D/1Hv/48aYvwf8A+/93zbG/D+Br3rv/0tjzH8MfIf3/n9ljPljwP/Ue/9Hvt1+B9du+Wf+9J8jX8HknZbp0xnVxmVvqaLnwj8O0MPC0D+WG3PtJ99k8bFbTJ8uZAzTWy3nz2WRi6v4YraWl1t1q9WQaVQXC3CGmP53xdbjZzoYJx6aiae4MHEBZytpnCmmAR7p4GWQ9mGcQCh6Xbp4sqWONhNj3IxCIaQG5aWrwRbMzj9RrBRHYNcmCla1/dBYZBLc4orQWRqut6vUp80JsbLfBigmyN1qMdP1ws90KYVzagY6QIKIQWtR6FKXm0vRZRc7VmbBJSlal8T8uym0KyCfycuqvG41ntrhWMxChN05vq21aYVY0FJZBMVZsyo4gV46367RjZIDGsl1XnTF25dXZS0Y5Q77RF3s8pWbIVQTT//IxCg38pfprNNOFqLTWtJk9GSIlNcsxWjhbMdhHghmXkw9m2+tOXu+B1ZwZ9XkGJw6mr7gyKODltHrF/h+juvl1OOc2Y2C1Z6hd+LTOdlOVqGZlk33Q7euYYpGMUT33eYvNaBav3iymckbaTNvBvJzLWp2s1AVxrpEjw0BVDEH4z3VxMQ18WQnaLxnnb/XNaPNTvLsVcc7rW9hiXSi6bYT7PnAdglt8Vmdsuev/ex/zuz43Vve/20acP488LeNMf9n4EvAXws//2vATxhjXgdOgD/26+0oW3ue+f+8Q3N9m+xkxslL16XAEUZQafFD0hsjRi2IMK2MoZjCm3/meYCg7uc5/C4bCyPFXDDS4QPP3lem3P3tG+BN0Aq5HC1pZKALUA2sz9LLGXFbjcbV0GZEXe2m7wNm6qMxMM6gHO98nuh/bS91eTZ9HwcnmFoMdNsPle6w7wjPWKQVv6P37Xtp0afFLYY/X5j4vRoMvJ43cahsvDZNSQswtb44hnrTUVzYOPHHtIZq00c8PvLIO8ZZ9VK0WUPpgmqE9IWL9DzSy+OzwHEOn4nT20Pkkxy6/J0LYlQKpax2g9EOv8eEZ2qIg4JjASvgp0DE6yUbkmPrOolYeUevRCM5SBlCM4T1rtyv8iIFIoqrywknx2VrGD2QrKTLgVe8XjobTZQUVbZTFvjd9chQToMBrxKVsDu9PE5iD1ux9Myvl9FZ73zpVE6rzLFVQ3VlRG+YUU0yfD/HztfYZc306W0A+sc+BUgheVUnJhfFpXqQOjotsHcpl1HTJES+kWpp5D1uOwEPpOCi7Trxd7NqnSJ2zMjatP6MMzEj7EIzXYy6S/NUZ+EzcCGCMDoUo3t7PYHyapLdUMlZL9lRsQid2Gv1KIEK+G1Epv6NDLf3/l8B/yp8/Sbwve/ymRXwh/9N9pvNa3yxxLSb3P3911PK0UCxShfsCk+94egd2xgxNAMf017lRNrKBO1sEeWvN+D2Pz7EzJYc/ZZbDB95ps8iCyrgt9CJiENE1k1GTPC+2dqk7sqAAwI0Y0e2sFifDLW+3Lq46lKMp+CK6SGLJ5buTME9fYycpflHCpbtUCJnQmeo0MEk+m1KH+ZSJhaMrUwcaVbMTMT34qRuh5JcomNKGBsR81e52fq5JcWbA3rHNkQa4dpKaRbSe6jwUbY0Ytzl8kQDpQd2bS4Nceh2fOrL0faBuhPlQJy44kOhsXfWeV5tYiSYVvbjcnHYxazjKJrkSBTWyFeXo8MuDqsvfBZYOBEvDeeerRJ2TVpKMU03DvqHNlLcNCAo5k9EcSatJW9MlAGQnRBhG9PK0InemXxfzOWIOvG8mGtzlw7uCLi3zmDsiG21fXkOF7ctw0ee4YHj9MUMNyjIjqdYV2JWFW1vg/6jBXbdx5UZ2WNp8xzfHTC71afpG0aPHNXE0vagd+aohxbbesb3KxZXSqoNk0aFhfcjFi/jMzciW+DlfWt7UM4k4neFoR6Cz03UW+lCPTHIsMkOaK0kGnmbHlD39x5iwVQfYvfvIEXx+UpYI3roPKg4en2P9FzqoBmTI4GSCa33TSeDDz9TiCu27VsjtufbUAJ/Ixj3v/PNlzmP/vCLvPO7N1nv+agaZ5zwnX3uo7fM54Z6IsbErk0qZik9LkM0qTPYeMtRT+DWT5/gi4zq9h628WzeWQcss+sUiHoT3iYPHIcBZBoReOg+1PDws4WN0WosrmnxJBRbtNElemVP1HvQv0uQgDQEaRFTW+XjZPh480iFqKJD2g/OQTVWItSibAbTOf9w3NVVJ9N0QjNRHabmCNfbU74xiEUexQgxAaPPksHWa3WlvID6QkT8XzFsLQ65FPHqptPdtXinL7lG68U8RU7dAqCOPYt0xcCUEH55SqGdZhn693ovtCCmP+qm1V26n0ZfNhmfeB4mXVeETrTQFyJPdSQaTUbJVS0cqmHSteIkonOFCdcuujsf+9Nfo9pIbARREkywlXQ+Jvw6Mjl8ei6DA3l+s+sZm285zKrh9FPXxeAMetHJl2drigenosbZNBSPL9j+8jEbb1dsfP4+u585oJwKX3z/Xz9k9xfukZ/pvLR0zRoV10MTz0kyl0T7bfsiTDW6u2Bw1MRAIdPhwLrMtagdnG03a1RWSPe48d3svG9aHI+FyPjwSZzrkPFUk8TfBqLkgNIDtb6guHe+kOPl69TPESFCn/7phJ/4Prp0jHfb3heGu55Yyqnn6udqnv9bZ5El0C0CuKw70SKQ+HOf6HjhxSnPDLtf9dz6FzXGwe3/7h3aUQ/z4JD8bEW1YXj4ff2AuaYwybTByMT0KegeV+ZSwUILgIJdhSiTEDF0OLrGpfsecc1QhNGowGfpmMLDDXTCcPymn56cYuaE87YNVDttZL3kS4OKYokcZ+r+0uEOPgsdl8FQKP1PF1rv0AaGiRj7bB1GsWU+rmA10Bo9+0wM8vqDy0gP89oqrwsxPDdpJpH9RE56MJLakq2NQcL7luJhGxyNbRIjRe+hRtj6IhTzFL3rcRWCeZJapt2KXaqbRm3NkOig2h4sPrySF992HEZ2GdeOnaVGiqgqmqUwR+SWt8l4xWgwTwVM3W/8F66/GSRGg7JxPvv3v1OmpLepqco0Po7A0oKkaVRLJ3RQ2nRcjcD3vrpguWuwixXDxxXN5gCzqihmDa6fk53MoG6gbUWhs24wsyXZqgHvMdM5W188ZPTmGT6ztNe2yU6nTN5e4ArY/9wFg2PXeScC2yUzcX6k1iRsJdG2zy39xwt6Fy5OpNGO2m7RWaG5mE2Gz11ihfhOhN/BstUxqhOPBrWbCYY1KhCbietIi8HKnNH9qTMAmesZCQ6daF6dlARdhm4rvdJA32t7Xxhu42Dz9QW2clS7w0Cef8LddHAyECMkd0J3Isbq+qcXUiDIDdufP2T1gavymTDWbH7DsHyqjVXj2B6eE6fkCByiHtxfKg4BmI9eAIJfe02nnRgBmQsZFkYwyPHhq5cPRqPLcZbiqTA/LjEqQgt9G0SiJMWUaS3lSUaz4cSwGuJUHRkeLPdD6FgCsdRjHx2FzqCMRTS9F3o/FVYw4hS0m0wdmjfidNRQ9741IBb1rI+OSnFiqfZ72qEszqxKAk2KZSqGrIVHFYvSCFlpcpBe8og9BthGJ7Po/ryF1Y4YgnqUDK6sIWmbV31wLYYbJ9NvYjemg/6r/ei8n8wOYru/7ic4l+rF5aVMUGil8q9Lg2zV4GoR1qWvu/hqtuqsC99xSoHzHWsDob1dswMtnKkhz8KUFtcTyYDxgwbj4PSlgeDjF1OM8+RnCwDysxXFW4/w8wVYMRl+2McXOb5XYNcNfnMsxnwpEXZ9bZP1bh8/GpBN1+y8sobc0j+qKKepgcm0XiRfw/Powhs+g+W1Pj4z9E9qylninG+809C78DFb1Hc00hef2DRbi4wSS9LlDjYoq9Ia07WVKebdqV1owbEtO88MQuQd2E9lGk83eSdNL6LjFJ4soCYDkzKm99reF4Y7nzvMuqV395RmmIWpJ6nZRFqlJfpTulsz9Eze7kSkC8PNX1yD82z+3GsM3zxj/uIubc9S3D3m3v/sBR78yA7eerK5Dcp4xBTW1GJYXJ6MWixYRnwyRIuvTVJqvtPGKEmpd7YKkAhER9D1+koRg4RddvnGcTNQb7ho2NpeaC4ofGiS8eRTi201KiZEFZ56Q1reXRGEbgpPeWajY7G10Pp04Vab8kVbSrdoLNJZWDxXJYZPI9FRthYnki/CeVdaDPPR2bhewvQU+tLZlzgp7qiIlmZNXQOkQv4asULHSIaUWCl2orqXoBQtdAlvFlwPqu2O7K3ineEl0vZ9daJtr4N9h0wpW6Y1ka/CeYYXvAnSBXr+WQW9bw5ihK1rQe9TZOqELMLqxPI67VNrN8aL/ni1mSahRxzea4HVJMZFWDuRfeFlQo5GfFJ8Fw5+78JRnlT0z1vKi9CbMBpSvnOCL8Uwm1WN39nE5EH7PsswdQNlQbszJju6wCxWNDd3oGmod4aU909phpbFMxs0G33Kx1OygzPKeyfoPEgt3Gmkq8/M57D36ceMXr8gWzmmz42pRzk7Xz1n54vHbH3hgNHLj8iXjv6pj63ymkm6zv1QyqEoFJoIc3ZpnAqxxLFupL+Phe8iPQt5X4XLr81e0uQljU7yfAP1cq0Te9Kk+SggZRLuLc8sZLUKlXyb7d+GVfI/2mZWa3j5NR7/Lz8p44s6uKJEGkFLwXgwhsFjaXee3zQMDmS69bWffhs/m2FGI5rnb5KdzkMqZnnzTz8dRZi6qYxOPOm2q9sGkabspNoKg5jMX6IMegvlcRYNPyaJzSjFz5iAi3euJ0bwil/SSZk1A9AqfOkx06TQptFittCpKNLBZrrRskVogNYHg5ZwNxuYKRhh7RRTQ9YSGS8gf2vr1Dw0eLtMDBIfZmRWEs1re3g9DhTDgJ3aFnxtYsNLlOsMmYjCEdWWozi30egqRUvpifU4yNE+kRZfYs4g+1UOd74MehttovoB9A8T7BXxzvDssk5b95NYtjyggNm7ZIj1hTNODPl6K83ujBN2Os/YG7AhM4tpuTpqK+tOj9kMSSyUBkb3dE6mic4sRtRlgpASVU6yTskSTPxe+cIEKdhqYhki+9r81gWrq0Nhd50vwXuqaxN6bx3hBz3IMxj08GWBL3Ps6ZR8vpR99QuOPzqCjzzLxt2a5XO7oUBn6VcNi+e2GNyfY5bVJXqn3u8uhGUraK5skJ2vBNOfOUavHEiU3yugzJl+xz7LbZG+3XpzxexmjzrItwoc6SPEpuPOtJAbRcT0PGwnYtci4TpllrFbU8PcGDUHPf0s/d4R1mrn+rJamECx4BkWpNggeUZdFotpdbL8exvv90XEjc3Iru5ja6EWxRuqkImmhmECTT0WofvJ257eqefqP3xVRpvlOb5pyE7nuK0R+bwRLnffx5utqmzxZmvBqEj6Gm1fjhmNCJ2XAlJ3l02YbYzwQoSlGLPLU1QNRPys3mxTBN6Bs7oFO+Mhm9mEqYaIQpknYsxNilTUOAejGp1UyACk3V2xY4l+XQmrfRcXbWyxLwVyKaZiKNp+EMUqpUiqAxy0Gp8vRGRL+eKqWdGM/SW2SpeuZddQntqI/2ZroiBVviRKAnSxcDVY5TTR+LpSq/EZ+Y5x8Olvtf1dcXSlg0KK7nWifMTJQ1bWhTScZk3BkIvokYlSsro/PZeYTRTpPKOxDZGfsnuMl/fgEt1RQyy9fyFwWFzzFBed6DzSGrV120QIS6eXi5GRCHDrWwuW1/oM786wZzP6D2d4a2i2h0xf3JTBJKs1ZhH6yq3FLFaY2RJfFqyf2YMip7q+QVsaqk3D8UdKzl4oUUlYn1mGdy7Ae8x8Se+0vrQ+I1zRSiS73jIcf3SAnS0YPF5RnokuUb09wB5fsL46Yn5VmDpZ7clmFb3zlnLmLzWBXeKMa8CzTt9rQRKIEIcGFXrPItPMpzWmtaPYNFMTG3mA2KXrTRr+rboysv5NXH/xfMP+hQ7pGb09S0HDu2zvD8NtDOQZ+//wGwyP2lS4C8ZajXgz8tz412vyBfROYO8X7rH7D16WXQz6mKKAzQnzD+3x+FMTHvymAeutVNTsRtwadceH23kwGuEbQSliRJAtwkQdPTenHOz0MvrwILpYtxbtZLBCeCHbpDdifDLExsngWG3bzcI4LNsGDFsLMcFz6zlLM04o1ga6Yr3VRl2OduAoLkzEfl2ERDzlqU182F7av44BcxmBhijnt9518mKE6FKNSjOWsWe2Tc6kPBXn0IxCw1PkfpM63pz8PhpDn/4X1op8vXi2jte72iUV/BR/7PDE9bnqeehL0KpmiE8Rc+RTh8gndoNqhKR/O5Bnp0VZ26Z7pA6syxhohil6dwVErfeOWJbUJsLngx63OFeTmoVaolhVVw/d+BCJZwGCadQ4+BQQmBB92+AAbdAaCeJV02cH9I8qTNVQX9+mnfSxVUs2r5i8dsHwW0fQ7+HHQ3BeIJLWYVYVHJ1Sfv0uzd6Eg0/2GT9qySqpGwwPHb3Tmmpimd0e4vo51e4Q3y8pH03pTR3FwqfxdOFfMff0ziWLXD2/z3q3R354QXtlCzLDxffcxDSeK5+bxrrE9Lkx681M4A2tpwSdbS1I6nvY9MMEH4gNXtHg1gHy0qQkT2tDs/HIpuLycZpeZ7hI61O9wXTU/jxRl6S72Trp82eVJ1u11Nt97PqJYkr3b97zN/8+t7bFHZ9Cr8f4yw86aZOhvIArX6wppvD835viM0N54dl+vcLPZcJ7JFx7jxv1efSpjPlTKSLUBVxvyh3zT161Gu0OfShis8okMGKMtRmmOzEG4inHfQGXiiTiMEyMkLO5jemVzyQClogrjJRy6Vx0/qTAIp0BwgG71kaedDCBSQYP8xDxCxbejKU20JbqOEyiFoaXwOcBlw488ziEOFbdpUEoW+tDStGLZhqarUDgpIeCjuLFxnGpScYXUJybVMXvRM62CpmQh/79AtVejtGs7q/THh655CFSUgw8dmG6ZNBjAbqzJrrZAaTzlklEl38Xi+Xhb7r0QuNSs1CXyhizPqvP8DKU1O0S1U2HLKhhiRFaIS+78cQIV+VCRYLVx+/1fnXlROtBYDM0LdNnBrT9DFM1mLoVtc2pEMqXtzYELlmGhd80mF4JO5tk50sm77S0pWH4uGXjDem8XG8X7P/iIza/eszi1ojp06L+ub6xQf+wYvvLJzI+MESotoWdr08ZHLUYDxe3JWo3rcMVFoKKXu/eGfZszpVfeMz47pJ6ZKkHhuHj+hLDKMpK6HMNa0uHQUQYTWsdbeLr63t/iWevAUVny1Wm2KXPukJomXKTJdqOcFD4XimasnbCkOB1oBT2bBjBaHiv7X2BceM9dmsTP5vjru9x+5+cM392zPj1c8z9A8x4RP9oC7wnnzfYuqD/9hl+NpchwgB1Q/vMdUzdJkMTIidNUfN59+3spGrqRSN2RWxD1o4/uqlsiKA8pJSqJUYAccEohurEENq1GDWFPUNAKSl7t7U54Gru2QW8NRQjqkakVHErgy9SF6XOr0SPFQqET1IWXd5pAgqt6sYjzS6eeI5Kg9SoWHWis7VJIlNBICtfmBhB6nFi7cBLxK1Kg5HV0aniR03ycJ8jPBGgJ2Q3UWhJG23iTMMuP7jDFIgRc3je+Ur+NicVEbWj9NLnfaJ2RoNuiPxrLahlKyBLzyzio2HL5xJ1q0a1D/BIFN/S9WLS9el6aYZh/zbcq6X8Lg8T7o33LK+onICJut2ichew3m5wETB0l6fRZnJPPMXDM1iLxSrO15i6ZfHsFvhNRl96B59nFOcVZl1Br4TW4a7uYI8vqK9NKO6fMTiqOXtB2nZ3vzrDrmrOX9pi+p1XmLxyyuitKfapMc3WgPJ4yfL6iJOXdmNNJF96Nt5aYKqGfNli64ztV2YBHnTkZ0vacY9i5jj95D5tz7D7+VPysyX7P/MIv7NJdXWcuqA78Jpt031V7n5WiSRstvKRDqkZp2q/+07Wpc8ekxw5Jry7nQEhUYL20po00b7opgXaCLtCbHlv+qFh631vuA345RLaFvPwCLNcMbmTQZ7Dzhbt1gi7qHCDgpOPCGVpdWuTvvf4QYmdLvFHJ9jX7vLoT3zkUsQSuwKb9NLFFFJ/HyK8SOIPEbcaZd18KPq5ML09prlNEqrqYqJ6Dt6CmzSw38qABB8CgeAkjBp4LYipAX9rGKEOQ+czJjxTL/CJy31YIB6LCEsBkcqo0+m9FSVA9Ry2DlBH2J/yVC/RFhWD7cBNoFihGI4uxU7OJSmi2aBzrRFjLMzlnhbDD/34l/ilf/Rd8f7qPQEpXPaObaIDqnEK7AmdZehNoA5maR+aBnfxzmZEVO9zJVQ7jv5hgoloLwVol7ZYpAqGNPLSwz2JzJnOC+1DR6XizxiYP+UY3bWplT+wY3ROpb7I+bKTfXTwbZ1XWY8MgwMfOyKd0QKuiRGBrMPLA4CxMHmrof9owfmHJmx97QzfL2mvbLD1zQvMbAm9kuGrR/hRH7+zCa3DrhqwVhZKVUPrIc8oX3+M295geqtHeeHJ14784By8Z+tlz/LWBgDNVp/R1x8LhXBQUk8yxg9a1luWZmBo+ob5zQE+k5bT3rRleXXA4PES3+9hzmfkyzXlIGfwsGL27Jjzj2wFmdXtWJiM66jzdXSoGimhejc+PXCvxl6K95Fz36kpaAQeg7QOwcEEyNBU/JpFZLzICkRxKS90wXydWt+zSgY0lBdyrr3j+lLt68nt/WG4PbIYbFgUANZg8gxf5NizOZyec/47PsDiqmG1a6jGJc14l95pTZZbsrZl+cGrTJ/RyLLzovn0gigmG1Mglwx7jLiC8YzGCGJkoMJP3qZo2YTp7e1AprNHR6DRnoPstMBneeqcMulh66IRbNj/Gu+uDQKX0j4rkYLTPltvIPM44yN+rtNDqm0nUEwT6HpdBktwWKsbNb37pdj0TgEGwJcSxRsnBct8ZiIGrfQyYbZcHvnkCo8JzQqKZWvkoQXOX/yn34Ube/JZWtQg92h430amifHyUlyCWwJ0YxqTNGVy8GpIIdL32l6K3ttSsge3V+GP+2I4A8TRFGrkfYSvLmVn4eX3NpyqSWtNHa9pxL5pVmB8Wnv9A1k4yimGcD3qlG2CTvR38fq9dO5p8VZHZ7kwviyujbxzri6JbDV9UavL1rIAeuct7aQH1pDN1phlhX94gN2YQL+HuViA97R7G2QnM9bP7FKcrrDOYQ5PxA4OBxjnKOaO/klNtmxotyfYu4+gLCjOK5a3NihmDdOPX2P49lygAgPL3YyNd9ZUGzltzzK+M8MXGav9Pm1p6J/VZA9P5JqqGpNn1MOcbF4zvL/i+DuGMUiIUbCmsnCpABrXO2l9aeas+iTavRm7WMM76qxkOoqHd+0FpPUeC5+d5xXpor3LQxfyoNWto+jaQjRmemctoq3+7aGS9wfGrVuW4asKBn2oG/x8gRv1OPrBq7C1IbSegEeudg3rSUY9yrHnC+79/lvc/+EiDjzovhTKF9WIuNtA4YJqaYQpgh3sTlDR7UkaGhBhkC4R/0kNX5BjdmltaiDVgJsAXfyaLSzERJELlDsXBiLXouFtQgStnPHIMTZgasOX/+Rfprop1kCiULlPtpJOycGdMsIu2NRVqUycbN3BtTvXXU98FKKywTFoiq70wKgf0oWOekQHo+qEUeAq4P71xuV7rS+S3lfVQ8kqkgOuAvyx6ry4esNDHUMhmN6bfSJ1L2DMiWpnUpRGWjtdppFmLvrCxgEBgamjXHBIQxyyFQn20VQ6cNkj5p6nfWvXpN6TfJnOx7aXud5qFHQwr26bb63Y//wFo8eOrTcqeo+mZAenDN84JVvWFHcO0M5Hu78L/R5uNADnwHvshRy098371Ft9MAZjDMbK4BOzXDO+MxOjvqyZPTdm9fFnME3L7OkB5XmFqVsmXz1g9vyYxa0x+dqhVMXJFx9QnjfY6Yr83jHDn/s6m798h94bB9C2+HUF3kFVM/rqfex0xfSZAVd/8g2u/g9vs/9PXpUBCp1gJxUKk4E1nWcYNeBD5qTPXt9h7ULVmaJqtLsj3rQNP8KrpjO5KWbcOkUoKIQGfBuCMfc+frZ/0jJ4OGf02gnDB8tvSwd8f0Tc1uC9VKzNeATOQ68HruX4o2PmNw27/R7nz2WxHb7tQ7FwnL1QcPzR66y35SLr0EiiQ0G7KW58iUNU7UmGQI127FrssB66nU6281AA4eWuBeO1wbBp91UUrgkRUBTY0ZRa96MPvkN5ixmAT9cgU3d8cLeJUWJCpG6bICzUGHwYr2ZaSWQ+9jf/EwqnBvsy00aofjKzUrDtzty9DnTTlh5rUkeedj+qqpzyx7Ud2VtP1nZS97ZzfVV6ERT+8TnUG57yVNQGy3MTWSjZKkE5EfoqAFV304jXQnGRWsMJzzh2qQXDFhkkQalOx2TZRk5XDWzch2Y8Pj0XvS41DM1QIJtsDf0jG/FU44iDiWVnl42Fz9JauGScQ9TeLZA/yXzpUi1jU8fKh+xDHGI1KcgzmzK96QI/7DP/wA690wp7IXAjvRKfZ2JsHh5AWeKbVrDt4QD6PXrfeiAsk6bB9PuYZS1Z8bKWdvgiZ+MrByxe3IO6YetLh9RXJrKOp3M2P/9QjlE3TLKM+voWfthn8MaxRJjGYG5chVWFn82hLMA7af6pa2GOOcfguMHv72BOLzDjEaN7S2DA8OGaZpQzuHvB9MUtspWj2syoRqFBKU/OMgqd5fLMFtcMw0c+rpW2MMye8Wy+Bt2Ce6zHhGeiwRekd0YK6D4UKoOtaFKhWIy+wqvBgBeGZlxSzFfUk5Jv1/b+/oi4nRfvDtA0cGUHrME9e4Odr894+qfOqa6MsGFwbXkBuy+3bHzzlGydRjJFHYhuCtpJk3TSi9LXuoWraDS1cOTSQ+hWoGOXfTfy7uCyekeVo6vsBlemqRcaVSmM061a44kUKTWuyoeOioJOolk9mYivh9Sh3nDYJgwVdkZogA0dOCJ0pbYCV2QrMdYy/FgdQSeK0yglTJDvMioiLBWilcTE8BRzEznIPpPuzFjI0wgzFHf03igDRTMnmaUp+LTijDrJpi19NMTdwmB8McPLpvBQhGs6tQuNltWJxai314nQlFKo6yNw86OT1zUQnEncR4C56nEqNOraU+debSZDMP1Ak2iMNkV1yu4Rh+ej5nh33QKRCuczw+xpjRI982sZ06dLlruG5ZWC9to2iw/s0vYN1UYhrIZMFq6ZL2k3R/inroqh7JWQZdTXNvFFLtlwVcP+Dn5jxPLpCRhDszXAD0qZRFU3DN++wA/7mMWK4nhO8eAUU4Zw9fRc2udBfr5YYWYCy8StrjHDgdiG1knU3QSc/WLG4OsPsKcX+KqGpqV48xFbn76Lzwy9wwXmYs7Glx4y+vJdtr56QjswMWvtvnfqrNebYrS7TrmceTZfJVIxI3GgI9YlzU+dICoEeIpj6xpvSxP1SIT6ZyI1MF/LBKNmYFnvlTRXNpJ9eY/t/RFxA3YyxrcOf3Mfs66pXnqKsw/02P+VU3wvozyas/8VT7aoacYlbc/ihmVsE/Y2FOm0+OgNru+j2P/onmF1pWO0VZozpFeaMmn6052HJ1FnUuWLGFZ4yWIFOeBhysAQtoJqI5sgaSpGtx1IVBQn2IT9eqX2OXOJi5zPTGK/WJFx1QYaLZJihOpXTK1g5Wp0QtpnVfejCJPss9C63lkkej75hUS9ecDGI7bcwVwvObw8aKLUCbIRGMXEiDFfphFP9UbYdy3dl8pX1+uVmx/+9zI2bH5LdK3X1xv6B3k4ToqY4gTynCBhQKRhRu67JcFfIRlwYUq7psUYMBXMn68ZvVGktuhCPlfrdKE2jNvqdkh2Xm6AasvTPzShXT1lG1oo7Z0R6YqT1/PoUExnX64TaDRBUU8cvIg0aTFTsfG2B+N3BGrymaEaypzKbAWrHcuksNjKsfmV+9C2VB+8QXG0gNUMvzEmOzgVA1kU0cDm37iD6fcFztwcw+EpZjxk+Lk7mMySh4zZXdsX/3p6AcbgVytM04hWUMBsTVmC90LnNQaGA4FIp3N828JqjfdO2CsXF9jhUHRQMotfr8FYcA7ftLBeS0cn4DfHmMaJGJZzkFnJGC7mbL8yYbVXsNoyl1hAWufpcqk1EKvGopUtvHuDtT5lLfp/qDG0JRQLME6KkM0gfN+En6mwVwi2jPMi+ZCbEBSGQRjGcvFMX4Y+v+8x7qLAb05wt68C8Oi37PHoU4I/SseRCRVtMLXDFYbyrKLe7LHcN0EGsuOtLfjMx4Vfnhl2v7ESmdKOwdGmiMhF1giy6NiyEB3ayiSjrwZMI0aFSMJLKU04ou4XucQdjMxnXnctLA+NlsP32SLAGVnHMCq+rp9bE6fR6CxMEOPoch+iasWww7FVjKpJ9L3UNZiGpOqIs2Jq4r0yjtiBqh2Yem3acZovTFrMuY9NO5GdE/DHtu9pRy5W7SPjpyYNkejQqkAM4PChdFn2jrKIEfvANolQTCdKNi1RdU4H4abOwvTZfE6kESplzDYweLtIVFCXIi2dHoRPWDUGlrdk591IvTwX51rMiKl220/3Q3R50jlqIVObPyKO2iZ4qRnKNa+3xHEVMy+DF7raOiFbWW8noSRXSPRvGkf/4Uzw46ah/NYDiXjbFt8voCzwq7UYvfEIrMEMBvjWyXv4+AgzHoL3YkxDRyTLFb6XQW4lEgbY2hCjnYd/TYuvazHEo6E4gospJpcHbfJcIvOmwa9WZFf25edlAcZgxiM55nKJX60ClOLx6wpzPqN8cEa7Naa9tg2rNXiJ1gcv32PzlYvL1EDNKANEqtIBQJCK8FFr3bZJbrqb5SienQV9Eo2ii0V477PUdKMYd6z3mCAJqw07mgV4cQb+2wwMfn8Ybjxu3CM7PKcdFjGq2PnGgmp/BN7TDgt6bx2RnVyQVY7FzT4Hn+hJ2thIkUp2ZQLMYciXhvLccOsfP2R6qyc3twNtxBZ45W1qQSHQfDSI0hdRX3qlADUjFzopgyGODyQIS5GO1U2lsrWh2WziNOpL3O0MbGtS27pi0RCNtkASMvVGVh8RGvHZk+qC8ncq0oUjGkxI/6vxyOfSsy5bbQAAtS5JREFUCt/2pYHJqxMkRMyhIUgjFZ97mkGS17W1qBB2C5nRiCrFLYfiVGkZ6vz0ukh6MKShv7aSDKAtPeVZqClU6Xk1g2TkY6FTjx9WeReq0uu2bTCkNhm+uBkxdNHRh2eVL5KD12PZCsZv5NHIdmsTl7BwhWi0g1xxVk299Ro6EJrLidN0BEZKGVDTJxpplyv/21OPxLmUFwKvqCbG03//IfmDE+rtAd57Mar9Hn6xAmsx9x7jj0/BtZhhH79YiJTEai3FkrrG37yCzzP8coVvGmhb6JWsP3QTu6wx9w8xowEUQS2wbcF5+XxdC+xhDP5iKp/p9yUyz3MU58ZY7GgIdY2bzamfuSIccu/l/yzDGINfV/jFUs6tbaGqaccldhmOk2VivL3AsZeogvo+OeKcyrbT4QpCglBmjstg6/U144cN/VN3qTgsMFsnczZi7HUU2eWaiwRAxdKFd1zWs07JsXUagPFe2/vDcLct9u1HVE/v8eCHRqy3xWA8+KERzTDD9XJs7Wh3Jxz/ppucPd/D1p7tV5vYvmxcioRsbSjPYes1x9brLa/+2WucfwCJwPUl6kRcCpGoNnMsGnVTok4UpS9jPrdhYnv6mb7ctjJxIG/XQ4MIJxXHuTgNhR7CQhEp0uQIYmSg0WmAVZRapwZlvd/GVE8xdS0sWuWZm7TIlOt82csTJ+ZklYnQgk7SiRFt0OMGOQcVsVKDJZg5sXFIdc8FlvLkU8XfwzWvxODUG6qjkZxkteEjXp3PDMVM0tAnKY1dbNgG+CRfyv/1hot1CrgcZUVFw04krl2WMcoNdQc9xvzFSvTCxwmO0rFo8gKmqedq3KOAltJBO7i/UiRdMALa+q4Zh2ROxCG6Sm1UmLDtmfgmF1Nkksw6OSgfaKF6z6afvEkzyqleegq2NvCjASbPqF64invmuhy7kKibPA9wRLA8WYYbigE1/R71S09DVeMHPbJVQ7M5ACdwB00LzuGmM4FCAGMtdmOCP7+QYxQ5frmMxts7JxE5yPfeY3e2yA8u8KMB/mKGm4yovuMZsAa7tRmIDB7ftNJSf+9Eipa9Us7dWFiusBcLVDa467wxRK57d/CGz2D40Ec1z+FhS3nvlNFXHrDxpYfsfH3G3lfn9M9cfP7amSvG2kQGicIjLkvrvh7a2PlazGWIs86v/P8LPW48+Bv7PP7eQdAhMfTOPdc+s2Jwb0p+viK7e8DD37zJ4qpcbP9gTXnRRPhAKT7Gy0SPm//ihO2vnDJ+80LGduVEjYku5zUR74k6I9H4hv1FPFeryko7UoPd2dQotANPteEiFJMvU5FM9wuXI7zupOlIS4r4ZoIyvEHGmDVg14ZibshmkiNna217Tvswdfp7Fwp6XZaC3oPRJ46iqFNbJnzaFXRmagbH4iQSt22iOEZx+7DPKLRVeCmuBgPuO+3pkJxmPr/MdfVZEL3q3H//bitWo9sQqWth0RXpBew6zwg/mSC4tZL6QxSrytMgaZ1ipA1A3sD4W6Vg9vMkHZpVyXgDqXuUtEaWN9v0+1bOtzw3Cd7oGHqN/qOBMXCJy2/SPy26ambXZc0AkefdFobD33yN1VZGMa2xVcvxp/Y5/sQOfnuDxZWSk49uYDYmAos4L4VINdpbG5BnZEdTfL+H75UUj87ld0enzG8OKB6ews6WRM3eg7XYvR35zHqNryr8eo0ZDcVAn03lePN5OFkv/6wRg9y2MBlBWVDvDeHGFUzdUB7Og7EXOARrMGWB2x7jT8/wTYubL/Ctw2QWMxzglytGDxuGhy3DAxdtgcJkw0MXn40GbRo0FQvP6K1zkQBoW/zZOXZRkZ3MmXztgOGhuxQ4dSmrPktOX3DstG67nHNRMfy1Wibvtv2GipPGmDvAFBErbLz3322M2QH+DvAMcAf4I977U2OMAf4y8LuBBfAfeO+/+O3PIqMd93jqnx7A2QXnP/wc2doJTaZxuF6Bf/oK4/uyEje/cUY76TG7WZKtoXcmRmznaxeCwTUOjMHMF/jNkWh1LFKr9iVGSPg2Lvbwc6XIRbwEYgu8J0SA4WUtz0IaP3aUJzZ24dla8GURWDIJM1aWRjAqrvQUU4tDmB3tQLoP256PxTeReZTotZgbWhtYJt7grL9kjGwDaGRugqH0ChWYdG2d1L0Zelaf3qPec8GAmjguTcWN2lyZJ0Z0uK04Bd9pioktx3nnnjpp2mn7gBGhrXxhYleh3otsGWCLYHRcKUXYWF/oGMNsHfBal3DmyJPu8qGB3pG9ZEhBvl4+WzG4U6IyBAqXEPRkos6NvgcNLK+3DB9kyflrNqbrRCN5zdg6GdX4rSwVTMOz0q5V/aythWkCXHJica12ueXhWfvwfJTv3+XNm8Yzvw0bb8r5l3PP6N6SxY0+m5+5R3/3JrMbGRcvbbP5jTOq/RGzj9+kHlu2f+GO4N1Ng5/OsL0SvznG9eXG2qNTOfnNDfxiwcYrZyxfvEJ5suLkB66y/3N3BatuGoE1QIxymUt0vFyJZEVVy8+LTLBs5/CV4loezmfgWsoTSZncbI7d28FvTjCzhTTn9EvJ3E9nAo80jbBS1kIbEkfUMvz8Hcx4SLs1phpvUI9h9MgxfvMCs6rh+FSKsHkmjURVA96zeGYTczaVR9yEc7v7UBxMUTJ5vc+4yDj5yCRCI6oXLzosEm1rRJ2vPW0gIiiEVk0s5cwlIapvE3T/m7BKfqv3/qjz/V8A/qX3/i8aY/5C+P7PA78L+ED49yng/xH+f8/Nryvy4zkcneBvXqGYtwzfPBMFsuWKDGif2mfzG2c0WwOq/REqZH7rp49wvUIq4c7R3til3unTf+sY3yt5+MPbQhvzqY01vghquDT6BZrthuI0J58LM0NfhsjT7ESDLnyvQxOi5KYNMIEH56VRJorWOMT9darXwvCQfTRDL3+fK1ZtLnlpNVB2rdrSOroMMeJF0sWuNhxuo2Fwp7zUONDF5WWfAkG0g6CzvTbSUBM42VKIDQa0i7lrE0OnNdhn4ML9bYdi6PO56eh5JytUB50Q/V21JQ6ouJCLNQ2Qpa9jNuIEQsnW5hJfvxtxGsQJZKHlPmpJqHF1MHxd7osaThAn1DV86SaFrORudkkxLs4CVePpJOInSNTqMAfVho7cbnv5eeZLqCawui0t8SrSHymt7/ISZ2thlSjvO7KO0CjPs7xqmNzxzG8a+kcwuV9T3D9hcjFi8ZHrjL55yOjNEnMxp722ja1aTJuRrxyUBW57gj08E+ZHKACaYhNXZjDo48uC00/ssf1VofUNXlvhpzP2jy4EHmlbMBZfr4NBzPGzGeS5dGhaK4Z9NMQ7J9GsRvvOh4jaYwZ9MZh1hemVgo/bTFgmZYG/mAqsoqsrz4U+mGXRaEesfbYgcw7YYO8rC7J5hVnVtNtDMmvg9AK/XJKtgtFfrRidnON3t+DoFLY3aPYnFPdPWD+zJzBuL2N5RRZGEpGSd1HfO7UbxnWm5wQoS4rSPuqVxKnw77H920Alvw/46+Hrvw78/s7P/4aX7TPAljHm+rfbkbEWTs4x/T6zFzYZ3J+DMfh+id/ZxO1tkx2eY07OKe4c0LtzRP/+BZtfO6beHdGOS1Eu6/fAGMrDOdQNZ9+1x3LfR+xao8dsFZpIIBXwkBetOBZf5ooUncd0W9vPQ2qrMIDS8fKZTenx2kRetFwkYb9EI3Bpbl7Aoo2HfGoS59x2lOs6ERzI75QNgg9diq1qLUgU33tQxIHEGtGJAqEJw5JNTPFMK8ftco3lYkgdnsFoXvpdoByKEeroEteGZtzhUBtCl6kJxkqMtnKrpRNUnFe1mTD5dpDw+jTBxETOtN4bV5DgriLNn0ydiT4xLMoUnT7ZJaoaJFpI7Ra0Y5EROe84fzT0EUSpWv1IOHamk2+8/KyeSP9Bq0XGgXRZjt+28X63/WSMvRXa5PKKj1IJLjdpPmvHAUSDYMVYF3PP7Z+aMnzcUk2CjMRixeDNE5qrEkm217axb96neHBKMWvoP16DMZg79wXGaB3sbIqe0GJNMy7xmcUNBR86/c5tueDVWiAV7+WzvR4mz6AInrNpMOOxROJ1LdGyMQKbhJ+xXguVb7USoz0cRKzd14I7RYgky8Q4ey/FTeWCa9HUedmvRvUgRdfRgGLpWNzo48ucdnNA289Z3dyQoqbzci6hUOrrGh6ETs6HBxQPz/DLFb23jzl/bsDiWkFbquSDIauFTmgbHw2ybZK87pOEA2+DdkrM7r+N1eY3brg98M+NMV8wxvyZ8LOr3vuH4etHwNXw9U3gbudv74WfXdqMMX/GGPN5Y8znK9a4iwsuPnULW3lW10bUO0Ncv4SHh5hHh6GqbaFtefwjN2Wk0ukFpnEUD88wzlPdlMXz6DfvcOdPPs3Jh030cpEiGGCQcho8oUkvf+Rna7SlXtKmF0Obc/TvjA4yCAbb9bwEdR1D0y2AdjnE2matn1UeuupkJ3EojQTVe4th1k5JuBxtCe0ttMa3iaKnY77onJ9poZ640HHZyUicRNkx0+jUAi6p6cWOxQTX6P5dz8eMRCGh2MFk0r3UukA98dF56CSZeP2KU7uk86FYZJeLb1Qe1crntPBoK3HYWqDMVnJNTZiB+STFq1UNcWUMFGJw227kHt4ehVS0IKt4psuFf67rTO9Z0/c8/wNvx6DgEqMl3HulEGqhvBmK8S8vOrK+VrjaroR84ekfO+maNIjmhgeZpgJtL2PrC4/Z/MxdOD7DjfucfOoKPjec/NDTzG8Nmf/AC9Q3tsnPlxx9bEhzJWA2WSaRcr/AXd3BzJf03zjA1A3ZwyOKhaMeGZF8DXi4P7/ABIxai40EFghNg9ncSNS/oDioQ4jVGBv9Ohh3ygIz6McIXOEQP52JvLMN+wfIrKQ13oF38ve9nuy/quHhIU3fsNq0HH3nmLMPjqk2cwZvHodzEEqjO79AGSu+aeSYxuDP5cH6swt2vnRK/7ihVSlhxPD2Lrzoqpcm8sR1GrzaAB2ALM/IBHVHuVffbvuNQiW/yXt/3xhzBfhZY8wr3V96770x5tu7iCc27/1fBf4qwIbd9cYYJi8fSXtt60SxbG8iadFqhZmMpXq9s0nbN9jzOfVz1/CFpbq1zXJPOsDOn7PS+KFGLhNWhHTTyUu18QbUE2AHieDQiLeTuoQ0t9l0ZHMbXoZk8LoTogMjTxgWMxMj6lj8CE0txkEzEfjArolwiURsEtL6EDlmQV5VFQ1pBd/Wae7NyNMG+CJbitGTjksToRIQZwASBbjQYWnVmIfP9E5sdC6R712Q2t+did2UqjCoGLYrVZ8kpXYRv3ddgBiyhSgrZkuZWJ81JnYXxn0Y4jQiiagDfFMnGEr1wk2bmC/6vOIwV2UOxKEOUhtohmGCT4hms0qcn0bDsVibi0b4JY444dyWaiyJCoR63dqYoxlIPUlrxQcDnS8Nb/7iM3G9QYJy1JCrsyIEEsWcKIjkctlv7xjKs1SI3v2l+/heyYMfuxoDlr2vLqknBeu9kuIwx22PMO0WPrfUI8P8eo/xvTUnL/UxLSx3hmT1ANvA/NaQzQfjCDmYiwV+OoONCW4i1Bdz7zG28aJaeG1X1AXPBWf20xlmd1tGEw76wtfulQJdzOYSAee5RORZwJrWa+j1MNbi8xzjHRSlUP6KXNrqs0zenSyTiH3Qxy9XYBpMlkFWJAOuy88Y/HyO3dyALKP50NPsfPGEo+/dZevVBecvDClmrUAwwYlEeqLuo9/HT6fydTDmpt+Hx8fk2wPydY63YnxtK1rn5TRwu0PW5nL5fVsa0VEPA4brgRF8uyc/99/ebv/GDLf3/n74/8AY84+A7wUeG2Oue+8fBijkIHz8PnCr8+dPhZ+952aMwdx+Ct/L4eQMMx7hhz3yh6f4zQnNc9cwjePsg2NmTxlu/NKSxz96Q7rGivCSBpqUKwPfOION1+H0IxJpa/rfOzUMjhvmN/KYDsfrDJmWFtgwkE/FaHufDJtGf9o+rxFtrPSHdFiZAiYwNUBgkFgo8539hIg1q2QHPvPSadnpnswqGQ9WbfhIe1QoIF/JwGDjJNCQffsQzQkd0NZhrJgJ2t0hamyDfrcYHE9WmYjb20o0TEwjF6BDgkEw6WIuGH499pQXJjggOf6vweiCU6on0vUpMyLl2PnSxFmAqreix4tMHx+eg2L8yk4J9zFW7oPDU2io3hD1wbanzoio8WE8WC/X5EkZh2LqXY0KI8Eb622Z1Rk1u7WhQ41wYCV1B8zaFbGDVedbXpJmCJ/3IUBQhkoX9lG6qdYC6onhx//wp/mZv/4DjO9Les/pBduv7TB9KsdncP7CgPG9ivn1ksn5FHtyDk2D3drgymda0bvv9TAfvA0G6pGh98hRjQ3leRMjZmOMjDDr9aBusI9PcPMFDAcMP3uH4ZUd1tfG9E+nkGf4ZSXY89kFpt8Tg2is4OT9njj1tgXXiiaJMWIYA2TiNMN2Toyx8rRDpI3NBLd2AoeY0Sj8XKJuOxJ5WF+LhopvGtE7qSrMhhQdzcWc3X/wEJPn7D2YiIZKUeCWU0yRE6GYVr22Eyy+qsVprNaYgcE9c43yrQO2p5uYuqXZ6NOMcuqbpUTbnShbi5T52sdn7w2UMxcpgLHL8ttsvy5UYowZGWMm+jXwO4CXgX8C/KnwsT8F/GT4+p8A/3Mj2/cB5x1I5V03P+wx/cgu9uBUbsj5FLOqufMnbnHnD13h8OMjHn3/hOltMdT3ftuA5Z68iBtvtVz54pLy3HPts2tc6SnP4dqvVKy3BAPU5pzBI8PG2y0Xz+QsXlzHaMaHqNvloj5oIE5oeXJuoNbWVNGumwIrdSxyvfUmB9qeGphoEEIzS5x5qdFfaK1Xhkl5YXjhJ4649c/m3PobrwsW3CSszFaEbj+TCq6ETKNVOEMjS3OpC7MtU7OMOKBUgGwHPjFLOlFnWwaJ12W6xqxSWEPnWgqc8+R0HomeTYf3aiI04DIfi6ZqiJthGLGWp5bkxH/3SfbWJ9y6LdP3Cu08WaUXaiRxDRCc7K9RjfMJrtDsKtdpRSEqbvs+QCk+wlHepnsSJyH55IDSfFOJnpuhUhPTeU5fqmT8WQEv/fFvxuP3jg3lqXC1f/pv/gC2gvJsjdse454SVsfGOzXlueDoF8+W0jD29BX89V3M9iY4hz06x9/Yp3r2CvlS0sa9ry8ZPFpx9V8fMXj9kOqF6/jrV/DzhWDSG6PQVdmIcdzdon3+Otx/RP/1A/lc4GWbfl8MbpZB64LuicU7J3WtLMMMBvKv1xNNfsWhyxLTKwUSMUYw8qIU41w30hhUy9d4KT56hWBCIVWLnF5x8l4PX9XMP3SF1ZUhbncD6lqi/brBrOVlN/2e/C0IfbF1CWJpW7kO5zGBg27fesDRb31aCrbrCls1DL75kN2vnDM4bmJQF2EQBFptS8P47orRozWbX3jI6O6S7c8+pnfeimH/tyxOXgV+yRjzFeCzwE95738G+IvAbzfGvAb8aPge4KeBN4HXgf8a+I9+vQM0fStgfCbhrxmP4OSM4WPP+J6n3oBqSz5rWuidwlM/P8NWMDyoMK1j640106dKtr/hufbpC/JVS7UJm6/BzV9a0jsx7H91SbZy4GHytZ6o+oVoSdkWpgm0pfDCOpWPUGMdcEhtKolts/o3rXRUdmlqWpR7UoMjUrZqTfU9OGmmMa1h83XHjV9y3Pqvvw4Hx2TTNWyMGT3wEQ8HwZK1DR1IHZ5lR39Bz88HR2Yun7/i5oqzKvThSolYTasQRWrx10EMgo13Ukqn2YFE4L475T5ct3QMeom4G7mfUZpWZQBCliEOyCRIpBQjF4/ZvW6DGPlMMg51ahjJzIBY89Co2yn/2gS9kgCJKRXTG2gH6fxVc0QLpfnchP2L/ECsXZiUocXuW62PhA69fCHnWczk6z/5H/0M9Ui0TCbfKBkcSKv11/7xS7EAGvnbjTiH3oWD1otOx9E59UZJPm/Y+eY8aLDIoAK7bljc3pCuxyIXI7SqmT7TZ/SwZvONirawFPdP8FmGPzljca1k/sKGQB6jITw6isJTvnW4QSHr0lgxZoOBQBurVYiyTTDkPTG6oXiojBO/XIpDWKWRaIKFrwXuaJ38C8ZZnrcJkEgmUX2ANuzeDmgnZduG4qbwuFXv3zx1jf7BQnjsJ1M5L2Pxi2Voo1+LEc8svm5EV8WFc7BGHMFiGa5B02HP7uePmN0eYpoW++YDubf3HjP68n2h8oZIW9vnjZMo2y5qiqMF/nxK8fgczmcMv3XA4OHqUqDx5PbrGm7v/Zve+4+Ffx/x3v9n4efH3vsf8d5/wHv/o977k/Bz773/j733z3vvv8N7//lf7xj5wjF++THt0TF+fwd3ckr90tNklWf0uOH6Ly/pH4rBBim8uF7GzX95SvHKffKDC4rPvsLeT73Kxp0V2b1DioMZpoXtV2aUrz5k72sVxSPBp65+5pwbv3jB6L7iv5qq+ksC6pGpkAvkoIWsWIgM+CckyMRbyBY2RtTdNmeI9pJ6S6y9K3ws/Cm8UpxYihlsf+2c0esXHP/eD2PGIy5e2qTdHrH3Kwc881Nznv6p82S0Oql6M/JhsK2Jx4hNMtkT0es6wS3Saq+RrxjvQou4IbKc3PEMDtPfNyMfJ7lL5KuzMeX6qy0nztASi51JWkAMcrXh+fAPvIm3YsDbgdzvWDTOkgxt29fiTZqNqVF97Nb0qTAL4sDUcep+9L53DXgX7jItcehwZHaETEUHR8Tu1cAC8U8CjyZoygzE0ejv6w3P/+F/8bdYb3vWO57eiaEeyrP/b37id5IvpDAJUG2ZSx2yioWX54Irb79as/tLD7DvPGR1YwJ1Tb5ouHimj6lbdr98xuReI4GR9wzfumDx/I40kvR7mKqmd+6YPl3Sf+uIfN6IkXv7PrPf9iGGjyrGr54x//AV/GIlQRVgrKX+0FMi53r/Eabfw22PWb14VYxvryfFxL4M8Y46+0rJU5pfUcgIwuFQfta28vM8T9GwzpWtG4nIs0zwbi+4oMkkevdnFxJ1h0Kl6ffFKLdOIvGiYH19A/PKHYqX35IIX6P4zIZiqMUHSqLJMilIBlIEeS6DI0J2YEaj8EAbzNmUzZ9/HfdIEGPvvew3zxg8Xgs90CV7o9n66voQ1hVmexM/nYN3+NmC/PUHmOa9Q+7fKKvk3+lmKvGSdmsT07aY61dY7ZX0j1tOPlhgGse1Xz4lW0n0Mbnfcv5sH3s2k0r20UlMu4o3H+HHQ5qdEdd/ZYWdr/HjIf37U+r9McPXjrFvPyK7f8TGnSoWgtqeFOGEASERrUZM2VqicI0Mta1VX/p64mI0F1uxQ7od02VDgjE8lKdqSRFD49Lsxsk7cP2X5tjHJ9jTC/Z+/i5ua0wzsOQPTiCzLK4PMG0rxw662DpBPlsZ6k0ZuOp6BHaKjxRG05hUDM2DoNRFiHKVs+5ThJmtxaB7AxvvVInalwvWq7CKZCM+FfRcan4RyCZBMl2nZzy8+s+fB+RcbaURt4+UR3WsgnmHqTcFEVaKNM2AKbelj3CHDVG7FpZlnqiJkEZsiMkSfOFUKVB/HmAUmfco99WFLMEHDFqja9sQR84tP7Gg2nDUYy9OrJXz+b/81T9O7zRME8qTFobSBWMncMhyiimRvlhMPdd++h2u/uQbDL/8jpzjrWv0757jru3KfMaeYb03wCzWjN66oH/qaSd93LBg+Lk3MdayfPEKp993g/nVjMMfrqCqyQ8vBMowhvGv3KF49T4cnzH6wjuYspDiXCHFoPL+qfC6NzcEB28982sF7G4l/vZyKbBFVUtxciBFTbu/iylL+bvxSPYb4BMfipmm3xODrRQ/awSycF4iYYA6YPvOR60Ss7khRrWuUvPPcomfDCnOV3Lc1gVt7zadqzJeVAclHFcdA1Ut0XbAumMGoHYsz8Wx6XkMBuLswulnNdjaxw7JtjQ0Q8vqmR0x2ut1iuy9+7Z6Jf8mDTj/7raAH60/8Rxtaek/WjB4vCJb1Azv1LERx7gtXAm94zXzK0P8sC+L6PgMkyECON5jmpbi3jH+Qoj+1BVuuaJ4/jacTWF7E18WeOXBGhjescye9jEKNaRIHBCj1Aq+2fakuBfbnRfC346DYoOh9oB1JhTgOtG3SVgnEJgbRA70cs+w3u2RH49p9ifYRY2tGnY/d4QfDbj3u/Z56m++zmt/7nkRXArc8C6VcXA/Dy98pyknNP5IS7eJhjThtWGKvOtg7V4obW0fnvv7Z9B6Zj9c0juFxTUxJIrFeyNZST63wRES53GqwJVev2inBCx/aWhGPupEaJFUDaYWK40TSCJTw67QQygyekc85zh+rvsZdarBIataIz4YWsXdg36JbzvYfnBmQKT05UtDvSHO0tSG//Wf+En+yt/8fWlde+i9PEwMlCIN9Y20QpKxz9ZEgf/euWe9Jc01O19a05aW1U7GxltLTONChCjUuNlHr8lABGNotnqUj2cUi3B/vcesasqLlvW2YN3jNzzkOeXhEpcPKc9h/y8La8PMFmAtftAX47WziVlVoinSL7Dayh440253A3PnAWYyxhnJdOqbWxRnF2I46wYz6GOCqfGr0DAzX+IXC8xwKEXD5UogmKqWwuB6LYyRYS7GLNNAp40FU21nxxqJjJ0Lf1vhN8YwDWlLUDdkscIeHMtCAYm4Azzrp8GpaETftml/ugXVQoWFaNvAcHEif6u6JMHBNLf2Wd4Y0PSkI3L8xjn2YoEbDzHOMXtxC28NrrSCq1sD67Xc9+1NmL+34TbqVf5/uU02nvIf+gN/jnzl2PrcQ/x0hr9+BXt8hruYCp5V5OIhs4z1i9fovfoInJOFAPFmtc9ew6xb7J0H4m3LQlKZ7U2hGSqpf3ODi49f5eATlu1vei6etdRjHyU1QQJC18E6o6E1xEk4BlKB0xEn32CkQGcbE+U6s1XQTAmQzK/R9QjY9NXPi3raci+jLQ1Xfu4+9c0dircPWb14jd6jKYtnN3n4A/mlrr0IATSJubLea+kdZPE4l1q/NbLO099EDegCMJ7hA7j+T9/B7W1ilhVH37/PetPE1ux82ak/NMmIdhkzSvVT/RCNTDVq18hbI23X8zFCV+Ot+6jHknW5UuiF2jDTlp1jKK2xF2ATZW+Ea4vH7zTUGB9Gns0vf77tE3XX275kEy9839u88zPPyGiyhUAfSjmNFL4nvo5GP0T1ep4gWZlOV1Ldlqufm3P24pD9n31bjNLOJtXVCeXLb2P6fdzOhPWVEa6wuFLOebGfsXlnTbWZM7y3oBmXoumxXEvfw2JFc31bBJtOQmu3MVQvXsdUjuLukQRDmZWGuNGQdnOEfXAo0WBRStQ9nwsUAsI2AeafeJriomZ+s085bRn+6hux0ChGXqbYuLNzKARCEczb4ZYrecdBipHOJ0MdIBLftmJEnZf3uiezMtvTc7LNDTHGAfYww4Gco7HJuO5tQ55x8slddv/VXYn0hwNYrnDTmcAibStRf7gu37aiq9LrBQ1xF52Fr5vINjFjUTD1VS3doMEuLb/3eZb7OVvfnLK6OiRbO/pvHOLPp3J9O1twPpV9B6O/fnaf8nDO8qkJX/jMf8Hs9O67It3vC6jElRI1bn7pQDCi3W3sdI47v5Dq8lAqz+Q57ZVteneO8YOeUHuGA7kJbQvLFfnbB7LQrJHUpSgwu9tS7e4HWUhj8EXO5JsnPP+3Ttj5/JEU4AgNGx7a6+tLhi4q6XniLMJcuxu7zRuhoFlvutg5aUPxTtXx5HMmRvda5KsnEpmfPV9y/OGCk48aypmn3d/k5KUB1TP71BsZeM/jTxZoY0jErDNiEU8ZHsWpjdiu6my7oFWeioWJJSHNPxJJ5wvD1V86xQ96Aks5x/Yrc658eUm+9Oy80tI/kWEVdk2M+l3hI76vBrftpwi6iwX7TMWaAhzSCzreXgYxYKTw2oxdMogWylPD6qk6NujYkD0o11s1UhTSUugmaphoTUDrGY4IW6x3HM1Q2pJ/6+/5IvWGaMbkS0N5Znjtc7cjbOEKmHziOOLc3XOMjtEmuEXhm2ZAKi53uOLKainun7D32WMJWIYDmu1hpIvRtsyf26DtZwxfO2L89UPKs4qs9lQbOdnSkd07pJ5I9EnbYmZSeDOtl8KkdhwulxQPzsmPpjKxJvCf/f4OANnRuayRySREtzaKP/n9HfxkBIM+2dphq5bhQSX3QKEMFaiqaurnrtF8z0vyrtaVGFvnsYO+GGKNdLUDMhQqATHaGsDluXzGZtjRUNreo3qhpb22LcyXqkrR+MUMczZl6+tT6aRcLJm/dAW/uyWj0p7YfFA/zPb35PuqQqVmFf824xEURXIQQHtwhNvdAmsYvnYksNmdh4y+dBe7bvF5oDZ6j1muJdtYrfGzOYuXrrHcL5h+cIve0fLbUgLfF4Y7P1+z/49ewT94LLjWwZF0Xo1G0rG1uyUerV9y8eKEdnfC6fdcFWM8n4uX7ffxbUv71P4lT69dW9MfeiF43h250QfH8OgI7j6U9NAlA+AKT/5AdTqfeMFDUUEjZ28lIotYaYjG82nw3Ip7VsEoGhgcGPa/3NA7MSjjxNbw9D+vGBx4Vnth3NXScPBJw8F3j1ntGu79yFA0f1snw3DrgPcqDBIiuyhYVJko6aqGmMDhlvPybL7p0uivSvFg2HjL8dTPnmOPTjGrCrc1Zvn8LvW4oDics/+rx4zfmrLaMax3fDQ8zTCoCkJkl8Blw6qUQZclSdNusVTuaxCiCtrkxZmly3ZpB1A+zoND8DHC1xmNqkujwx/wYpCV2qcyrfXIs9527P3QQ1ZXWmwD/UMb79Ev/MNPxGEIev7lWYrKXQGLXw4vd5EibZ+HY9sg/5oRJ92sd1x4bpB/92k8P23h33xLeZeO+sY269u7HH58xMEnesy//3mwMs+yHlnMfImZLym++mZs6OmdrFl8/GnRdW5aqqf3aK9ssvz402L8T84hz6mevSLFw1UlRqQJnOjTC8yjQ9zjQ6HMtW2kxfnVWoKhwUCm3Jyc4acz+q8+Jr9/TPloyvAzr4vhtSZGkmYyJn/jIfnFCru9hZlM5BqtEXw58KwxFjMZSTSqm8IVbcCje0pyFyzebm5IA04tGLV9+5FQDJV54lycX2lefycea/TNAyl4Hp0Knm2tZBA6RrFtaW/u4V96Vq4ns7hruyIlG87b5Dl+sZAI3Dmya1ew0zmmLHGHx2x/9pHUAJyj+OqbYAxmYwJXdqNjMqGIO3zlMVlodV/vDchWlzH07va+MNy4AMhnmdwAxZDqivmnnqXZ7HP422/jNodC/1s1Moxzfy8YbNHwrb7vQxx95xgzDGI2iwUqKjP5+jHN7gh/Lyh6aQtrkVPf3o/azNKWngxPPMUiUcOApKPtA2UtsAy6aXHEnCEyLzbehJs/e0w+a4Mms+C/toH+N+4xuVczvuuZvOO5/VMXPPXzDcurggHvvtxy+mLG7MO7XP3c6hLNT+EGoQX6S1Feprh8TRSY8oV0kJZTJ1zxM7jypZqn/9mUfAWDo4bs0alEMnnG8saI4rySeX5zoUOtrg7ZeqOJKb63ciwd6hsLnApPWGVpBAcSFBOjop02qzQpAveh4ClTewLPPmDwSrMzrRSVXeGptjWjkYJptjYUU6g+sAwFTc/2Dz8KLe0iG1vMDEe/eF1U/xBOtV2TuPhqWHMSTztPxULXwavrMBu0CTrt9VgyiHbgYy2if2iFNVNC8/ntqI3S9uSY+dIx//A1cI5qq6S8fyZR+hAWexmPf9dthvdmbL5yngp5u9sUc8f4i/ewbz1g8M45tnKsn92j7Vl8ZmUgLzD7wWfBecq7x3FsmL+Y0u6MmX7yhgQ7oa3cnge51dDu7RcL/GxG9dy+wI42E8M7m8v3R2dSuBv0McOhvMfe4RdLabR7cCRUv8UCrl9JFODMSlSb5/jTc3EItTBcZABDI9eqLJCmidN5/HwRYRRA/qZpxBiHSNju7eDHQ8y1/fR3swWmFkaJNPpYcRIB3/Z1Q3Y8JbJcWkc7KAR2Go0Eb8+sRN+hYOvPL2gfPMZdTME53OND/MlpVCnEey6+6xrTl3Y4/LFnRY9ptcKPBrjjU8ZfP2Ljs/coLuoIzb7b9v4w3NZI1Xm5lBSrLARfevo6q52MelKw+/lTTj66QduTB731y+/gxwPa41OMMdQvPc3F7VKM4XhI/aGbkcbTHp+Ac+RvPKT61IdwZ+eCmQXifT0pYkRkXICDQ6qrrdYaqakxVzwWBF/VKC8K34eGDQCZoGFiG/TJd21Tb+Tc/rsPeOa/n1GeyfgshgMGX3/A/i8fsPdTr5M9PmPwpbfZ+0pLtjKcfDijGQjVbnG1JFuF/eZpkHC906buRp+aZYwzUY/cNNJy3z93DO8vsJW05g6/dl+mdlvoHa8kTW0aZh+5yvmzBfnxDNfLcdsTMIbBG8f0jtbkc8PgUORalZ6nioIRLgh4ryvFsWRLE0epibyrRN9tGSLo4AiU3uctVPtt2ocRiCVbmZhN5AtDcW5oX5pLa/vK0H5oxuK6Z/D1AcVMCrKPv3w1dsFqFdr1fJRc1Sag7tQSSAJOGtXrYANp/RcxMxOaiZqtlmZD/tUTF5xYGkaRLWT9aIMULjFHLp7OmT2Vs761zfCOQBU3fvohxQxW+4bhUSvQFeBvXeX4+6/x+LfdYPzyYzE8WxvQOla7Ob07x+SLBtM6/HhAPS5EH2N/W2o+J6cwGWH2dsgenTL+5glc25eINc+lxT0UI02vxPR7mM0NyndO8E8FiMFLc40pSxlp1gok4BcL+fVyJc6hrsG1wt6oG/y9R1KcHIbJEdYSGRs2S7izFgmzTKLqXBpfZt9xTYx1TxpmvHY4Frk4iSBOZYZDaB1uWGJax+r5fZoXb2FGA3wWujlDdO4uZjH6BvDHp9h7h3KMpiF/8yEcHONXK9xMsn3ftlKEDXCNDZRJ2jZi934lrfwYQz0wVCPL8LChvr6FGY+EhLC5werZHdzOhGxZ4/P3Ns/vD1aJdksNBvj1Gjse4V/YxTSO3Z9+VXilV3bZ/fKZdHstlhIpvH1fupeqinqzYHKvZvDqATQt+Vt3I0E/29yAw2PMZELvK2/hjRFIpm3x3lOeV1z5XMbRd8qNUgOrOiHCjiC6OeMlmtN2VTKNFBNurMWv3okMisVLx5ttHDs/9U3M1qa0ED864KmDXdbP7kceJ1UNWxNcr8RO54zuzBg8yjn8xIiNt1tGn7vDwz/4gnRersFngX/dEzZJt53aBq0OmZTiY3elbWHyikhxjh5M2P+pN6Ro5BzVpmd5fUivzMgPLhi9eszoDYlKXJmRvXFfCmS7G5y/MGR819M/bVlezSPmL9G+uVyE7ZRZdHajSubaUIjU7lEgslHkWXjK4wzTGHqnsNoV4/7BH3uNr3zx+ajG6DNP/vURbV8gkPyNEUVtkqyqC8MZjETD+SIwi6yJz/Pql1oOP5ZL0VCj6iwUKkMUbiDK2Ko0r86SbEtPf3fJjzzzKj1b809f/yjN/SF5Y4JejokZiO7MlUSoo9oUvfPz50uuvioRrx/0KM88zciw2M+YBE1oez6n6W8zuVdz8v3X2Xr5DHs6wy8v2PpchRsPKd45wk+GnH90h+FBxdZnHwBQPbPPxbNPs/OVU3h4LBHkcgk28JdDjchXlbA8jHCq3eGxROMrGdTrq1bqRvOFGFljMHWDt5lkv00jjIwQfeu0dz+b487OMcMBbrnC9nqhJb4v9yXLRBMky9BORbJMmBf9HqNvHuKfuSGslsxKdti2+LbGr9ZU3/sBer/6KqZXsvjIdcrzCt8r6H31Hdgci1NqW6mhWVEANJkwPHAeb2WeJoulXNdwKPRjEMKDMakJp9sQFBp0Is5PKGA2Dc2VjaTkOG+ZPdWj3LouYmD7W2SLRmSrCwvf6qT8T2zvD8NtNFWqsbs7nH3/UzQ9w+5nD/E39kUcfVXB2QVuXWHynPboWIqPwSuPvvCO8EV3tzB1I9VdkOJBZkOnmBNPPplg8kw8JpA/OqM/LOid9VjtamMHQVVOmAw2nCdO/vmsY4dsCq5jJ2IOV7/g6B+sOX9hwOKqGIudLx4L5jVfygIMKdjiWknvrX7C5I5OxXPnGW5YcPSdA3a/vqL32iPqF27IwTzMbwtrpDu8wPWT4dYZk8rntpUWKQ2uV2CsZf/z51LNB9ywZHQPhv/qm9KJ5hz+YibZ0GRCcXCM2d2GpuXwe7e58stHrG9s4DMT6XWpa9GkLKYJDUwm8NULBeM9LrBihFvtI/ShHYnSyGJY3mwwzjD4+Dm8vE078Hzz5z5A6VPRz0MQrzf0jySqbUZyLuK4Eo5fuFDI7XTP9o885XmDrXP6h57FNZMGuYZoWpX8VPRpvefIri3JXhmJER44PnbjPn/x+i8wtn3emu/ypbNn8FUO2tUaaIhGMf4cWhu6Mo3AIm3fMP/OGwx/9Q1MWXD15x/iewXN1hA/GtCOSuyFZXK/oXewZPiVI6afus1ktsIwgKal2epTnl5gpguq8R7Dh15GihlD8c136G+/QL07pHj9HYlQvSfyk10LfZn76GtpRDHlALuzHZpsSsGIQah1wTi71VImu4PAGL1SHMGVXXh8FOm/djiMsKWdjKUtXhX+XEtkcWjrfJBnNcOBwCEPHmMmY8meB6PEOMlz7NUN+l94E/oyN3Pwq69hdrbxmYXtDdyojz27CBIbF5jdHYn0r+7hXr+DHfSh9QLjdrRKlHYYZWQVFw+bVyNf5GmCT1VLdrNeR0hx460lrswSTRgDuaU4mEqtYV1h1Cm8y/b+gEo84lHLgub6Nr2zhnLmuPjobiShz7/zBmc/+gHs7jZ4R7a9JXxT7zHDIW5vG6zB3X3A4jtu4psGd2Vbpj2vK9rtEW7YR8ccaepH28JqTfnpr9P2YPuVlCIrK0IjIcVYdTSWdkCpcVRcN1sbNt6AyS++DsDOy1Nu/823ufXfvgYPD3CHxxHTp8hx5xdsfemI+uYOFx+7KgWLzQnV7T3caMDyao96ZDh9scfBj91mfqPH+GHL8KFncC+LTSNN0K3uihapdrO2YgtDRiJhu6o4/uQ2pm6hblg/u0d2MmN46LA7W6ECLnCTGQ0xeRY6vGa47TFXf04kaHoPpzz6VCnTbALDRseQqUqdRP0i16qaKG2g69EpSroiZAbPzGnG0kWpXZjlUUb/Ucbyyztyz1tiq34z9kmvJXQ0qtHW8xDlPnEGbY+IvZsAe4gErbyEw8fBFdv0GQiDgmNjj/zfP7DY14aRLmhag/OGM9dw7pY4L5i2FrWbkUBITzZrARGucTmMHjqWu8KeYC04tJkuyI+mmHVF8fYh/mKKrRymbWmeucr4G0cSdS4WrF+4SnE4Y/6xm/h+yeig4eTDAy6+95bo1wOjT79O+XiG3d8lNroYkzoczy6EW93vSaTcthJZG4M/n0rUagyqe01dxYhamSGRcvzgsXwujDCLUbji2JU06pjJSDK65Uqi2tUqno9OgCezmNEIMxrivuN5MZ51FTS5HX42E0O5ClTDm9dkPV/M4PQCe/eRNP4sVwEimeKOTuDuQ3EopmOQrQ1ogErGZhJNB4OueLoZj5LzU3nba/tyS8cj3EefJ5vX9E9b6klBPqvY/PIh2cqRL1qye4dweoF7dBAw8vcGud8fhhugLKg+/jymdvTvnDJ6Z8b4nQWsKw5/2y3OnynY/tWH+PMpLnIvQ5vqlR0Wz0pLq52MGXzhDn42px33sK/fwy+XLK8PaLaEdmT6PakyVzX2yh6nv+VZ7v5vPoEr4OQjHXzaBEgk8rNNNAxaSFPKIEiqO3xo2H6lZf9XTjGDgVTR52thwKxWshijwlkogpYF/sFjXC9jcLAW2qIxlHePsWdTZjcyNt9q6Z95VnuGyZ0Fo3sL9r9wLloVJ7C63kaedFcXpauVMXzk2f9KE9raYfbiNsNDqaqff98tem8dsXxul43P3cOXBeQS/WvrclREm4wxD49hXVFdm+Bzy5Uv1Je6M3WYcCxSZvIL5W17i8zKXBGHC9u10O18Dv7NEcWFaH+I8qMUMxWzxyhWb2SCfVARVLnaqLa4NqF5h9jopBlT1FcHtl4T/HzrzQafGaqJYfvVVWAPEbtB2zJE3ZVCJHqfTdRbt0vL5159lt/75T/NH331D/HyvRuUB7k4j0qcqGYS2mofg4CwjR54eqctu595DHtbQnkLY3O0IQbEIPTunmLP5+SPz6mvbcoOruzSe/0xZ9+1x/CtM2Yf3We1lbHzjSXzq5b5h/YEx+73MeczyUadF+x5LTRbH3jWWkCkbqQ9fTwSKm5P6lG6+dYJFrxaS5Sphk9nVxYd6KDIBXZoW1lfZSlsk7KgvfsAv1qJAYW49sisODGQ860r2vsPye88FuNeBD6083KvwvG998Iemwom7W5fxd/YZ/6Rq/Dc0+KUru3jlqt4PUolNGUZpu800oLfYZy4IDqlzBB3di4GPXRZ0ra4oeyv3dske+sR9o27DH9FArpstsaXBYO7F/TePomaLSY0P/1baZX8+9i8lwdbPp4Kb/TkjOxkhn3tHZjO2f3CKdd+8UQ8onfYXi9g2yFtWleMXj2RZp0wKcP0e+SnC9wzN/DP3JRK/U2ZfOEOj2MR5OIT11nsW3a/3nDliw27X5UXvjw33PzFht6xTV13IV02aFofilUayXlD78yz9flHQpXKM5rtAeb0AgA7GmKDLCZ1mMrRtgIRbW1SHszJj2b4XiHX6jxua8LG2w3ltMW0nqf/3n2ye4fYtwSnvPbpOW0fRm9nkQesAxiitngjUrDjBw3VRFrQr39mRe+4IlvJfdj85TtQN/S/fEciC+9pNwcSbQT+PI2I7vjM4qdTvvXnnqY4XtBO+sxu5MJYCZGuSMmCcspdiES748/ano8TcNT76QRzKeamCT/53ERnCgJ3tAF6kRZxH46V5HFFtS+JZxmXmpwEWpK/751CvmgZPfRUI0s+rdh5Re6BreUadBSdZg+KbzeD4KSMYOcxep/mnN3d4luv3cDc7xOVJjuDJGIXbQm+EGpiPfG0fRictIxefogfBDjC+4gX+9VaKGxNgx8P5TPWwmpN8Y23Jc2eSSfk9i/dxSxWDO8t2Pn8EdV2ybWfP2T88mN8v8Ttbsh+1mKo6Elk7eaLTsQZ/h/05fnrSC/vBQJYrtJndI6kfh8iYIEAWyEirNYRG/ZNI411IBlFWQpEqKwva0SvO7SD+3nS8dbWd1/XAktoS3ygIdore9jxKEm8zhfSDr9qqHeHVONMxoyt1riNAfbDHxCxqaYR+9JK0II226iiYRjyYLIsOSeQc57NBVoKzJf8nQO4fgU7W8p1BPhk9M3HtBvCmzfThRQ8r+2HBh4vhdZvwyp5X2DcxhoRWr/3SNZynuOPhVtp2hY7W+BPziQ900UcpmP48RB/7yFmPMLu74pRNhLK2Iu53Ny37zN4NKR3McVsb4nYjc04/8HbbH7+IU3/Bv3DFeudHucvWLKlVPinN/M0scYSlQRtLS3PUUgqGJ5rn2koLmranTGmEdnM5X5J+WYBq1VKqTo6CBDw/dkcAn3RgOj+LhZY5xi+fgd74xoDwJ+ewZU9ODzBvP2QYjig/8Ehs6ck6oyu2BPx2/4RPPN3DzBVzbB1+B96iuJkiT06p7m5S31tk/zlkzBhZIDvFcw/tM/otRMZRdXvkR2e4dcVZz/8LBtvzDAPM178rw7h8IR8b5v6u4eUUzFkCjWtd1t6R5kYMy+FQxuUBTXa9NbTjoLioL4DCj8RtMAd+Dwo74VIxIcmonrsyVcm1RjC8Ia29FHOV4Yji1PQhiVlnQwfeNa7Bm8N4we1iCxZw+CtU1bPbGNr+C2/7wv8/D/8ZBz8+uS0HFlvWmMweONlersx1KEw3dVdj9OKOrBWbPYKfPrRt46ZffwGpvUM/7/tvWesZVl2Hvatfc65+d0XK6eO0z2BPZHkjEhKFIeUREEW5QDbggERtgz+kOAEw4YE/zDsH4YNOEmwQSjYsmTYsiVaDCZp0hTF4dAaTeSEzl3VVV3x5XhzOHv7xwp7n1vVPT0aDrt68DZQqKr77rv3nLP3Xnutb33rW1/a4c1cK4BOC3iww7BCfwA3ncE16gxf1ApxZlqcSG53QLsHwLjkROJKF7XDKWg2Z8cAYMfH9K0DMJswK0O70oQE49W/JxPee/0Bc5pV7ImCGE35rNKzZ6562rNQYWygyBnTns147RXS+d3xwyGJ8MKsB7eyzEZ1OuViHTXqWW5OENP5amLYZTHVa1yEBMg1zEFbuyhuT7GScTERNeqg21vsJS91mNqoFZeivY25GgLYHk7L4cNgyEWC+owAZr+UHn6pgdH5FnxBWPr8dWsIkb+1zXm54IHL5zF8sov2dMaSt9MCGL29y/1YeNwAg/pUKzjJ4aTcdMzSjmE0FspPyUZby23zHNjcYay7P+AkwxOXGa8DeDHcYxy23D+E6y5xSe/ZddBSG91v7MDv7GHti1vI9vto3T5BYxd44pcOcOHzh1xt2IkbzXi9BNMlqR1zM9a1lwPaL2+h9uAIg6sdjC53gDxD/WAeNRFkcSm/lOQgMg9mOuOQWDyHMBiKHksBv7uPcMh9OXFwxBh9p41yZw/9ywK5BFibLsVv86FU6fUGrM/SrGPeJMxWmwjNOrLjEYq7+7GoochBPqDz8jZoPOFu3L0+ynMrQK1Ae2uC7N4u44qDEWili9BuoPOgjI0ApMq0vpsxzS8PURhK5XAlOiBp4FAJCxNPQ6MHL00hyrpI2kpVJAVg1vFc6KM8en29G+z7jFpIHCEVJw75gAXtmzsB9f0xGreP4MYzZL0JaDZHbXcENwe+/D98olLtSfOowGhdc5DAJ9OIpdf3M2QTmCQwe/1UvU+BfvIhoRgwbXTvM2dxci3HZDkDdZcwf/4qppdWMDnfYUPTbMC1m5IwE7ihKOA21jB44QL8xjJ8p8ZdaJqczDv4wQ3U3tplI1Mr2NAJnqzd2EPap3E+N3jDNKmV2QGGO4L2gSzLSMdTzjJg0EHQsvVMIAzF0aVKMvQHViWqkA2E/eWHop8yj5Q7aPWkD9AqabYjQ3YCL53lJOx4gvLyGdByl+VmR6MEy3csrzGdGfOFiiIW7mjhkRxUIIr0vumUMXbxwFEUFlnQ1UuW7IcvMe/UAALadweg7hLrupz02OYpZXE8RWN3DJpM7VB+7KES7X5BzSZcp81cyvk8UvaOT2KSgQi+P8DOv/phWJZXFsz8g08A23sIozGf0IdHUYjmY88hhID5xhJoOIZvNUCTGejyBfZWDo+B6QwXf+U2aPsA0/UWs0sEC1WvKB8QujeAjW8GPPFrY1z59QM0D0qsfvE+wnCM0BugdyXDeIU9kvq33mJcrT9g3AwQuUrF6kqjDSkNqjw8RlhqwUkClmoFh4/Bw/f6pvEQ+gO4DzzJJdLSIQXEDJJsDG6xlbOaXPAeswtdcNn6CPVbu8D+EXAgRRySzQ8Hhwi9AfwOJ0up3QRcxlzWyQS1Owc4/PEnkd/eQej1MTu/gul6E53bQ9AcWLobMG8Hg0nYoyQrfgEQE6baDMKz0QVgSTuFJrxwqrMpmfohJxcF/pgzLDN+ZiziWTCBKlY8ZHGqsslesNI6FSahEmjtzhEKxvOzvRMEIoTMwT3YxbmvjjBvAu37kYMdHLc1c5Jo9QnvXKEUCMXREpAuRgB6kPHrDJMYW4n4ABhcIszaQP+Sw9EPXsBkow4qA8brBXdDF7oeNtbYkOc5gvcIRyeoHUwxXW8hv7sHunIRYciQ4fIbA5z80OXoFeY50BvA73O0ZZCCNdf1xpt23SWYbkiy51D6Cu3N+NSZY6OuOLlzbKCVnVLkbMwn/PlUq3Ei1LOXjoylHcJ4gvzaFcbWtQelI2jnHNbz1oODH3YYjoAbdxC6bUyfuwg3nLLBBthYa9JTWrLBM3slTKbwe/vRoxY4xA4LNVdyvVqwE6Rym3MGdXas9PAbT1C/vY/WrRO4N+6w9OxoHA8ahb8Oj5G9uQkvlagIwe7nUeOxgEos0+wF7203TZuXagVwdgP+9j0+pbMMVCtw9v96jX/Py6JwDm7MBpKIQCvL2PuZD6FxVGLacVj//+7DD0fIDwYIwzGH3ACwtcuf2WkjHPVYN7dWg685DC8QQu5FN1px24Cz/+SeYVt+awdLhxt8vUKjOvfFHqj0DO2MxqAih6uL51ByIiaEEMMxwE53EMHVCmD3gDdQfwC6cBbh8AT+mSuMbUv37KMfuYqVL93Hxd/rYHCxQO8K63iv3JihrDscPsef3TwIwFIb+eEINJqgdmPTWDVhyNEAtZqi2jaE63SA2RSzpQJZpwU6OOKfdzrAaIzVf3ZfWkiV6F9rYvnVY9CdLbSfeQ6t7RkGF+s48/UpDj5U4yaywqbQhKKWvRORVZeqYqFKswKwwiEz5IA1WzBN7hkhPwIm87oo7gUrmNLWZtpyTDviNLcCyjrP36xFWHm5x4bbOeuAPrm2htGZc+i+cYKy2UT92CMQX19ri5PEvs4t0bSFXFzP8aBnzJ8zptqz09dhXYVMfKoQ4z4W467IkQNOrjrUj1nPefnF/diPsV5H2JHqx+FIksh1FG9tI59OuV4BAIoC2e4R/NoSul/hfUBLHTNe1G4xs0NxW00ESpVimExjsk/hCR1KB0wFmmo1PkiyjJ0UqvF3pR5r6c0p4Rc4Oer3Dhj26LQZL282GP4EOGmXZaLEx0wPaJMEsOMTxuNoE7b3kL81jlHClCMB7ZCjGH4IYkfEWLoaMbYdgkQn4lhJN3lMOf9BWQasr8Ad9eA3ljG4soRZ22H1d28hkAfOrjGf/fAE2N7l+6/XgeUl4LiHcDwC7R1a4wmoY0dkjJq3G4+Hxy1GLAyG0hcueqRhNge2dgUnc0ZPQ+b45jptC2vo1TeRra7AnT+L0QtXMDpDOHwux/J1hgno/BkucZ1N+XM0PFrpYnptAyb32OuhsdlHYy+gOIkk7bIWcPb3OQLAvITf2eNQ7ujYfhdEcC/fhHtrk6GRWs3uxy13eXHJQqEiZ89jQaHRdIgB4KnLmJ9ZwvzZi9waaTZHmM0xu3YG/QsO8zv34AvW9qUAtDdLNO/1UAxKw+O7rx+zHoXyUvWxlx60scaH1mTCnvXKMvzBIWi5y2W3kylTFnt9LraYcxlyudwGtRroX5Ql5AgrLx2hfucQyze9dbU2IaugSUrtpkPG/jAIoeSfazeitO1ZEDqfNS/I2SqWtYCVG3PkI6YaamcZSqBGhrakIQEBzX2P+nHA6o0Z2jslaDKH643hu007kGs7A+5cMhijteWx/FoPNc4xo7VXMstoEjW+NRKw7vOZVNQ6gbB8AmeV8jykqYVGFcaM0cSyi587bxJoHkCTGUKbKw39mRX2+GSOADBs4tjIkgow1WssFLZzCOQZN96eTKxQROePmRmJUVbaXb3Ge0YfZ01wZJVArRW8lqV03JKdAOdM1ElRvW2BCUngktAfMEyo5elt7tweypJx9nQ4KZ5TQSrtMynUQ/VktT5CDwptYcaKf3xtXiMCxauJYtWjYtrO2XUpxKnXGrptjK50MfrgBex/bAW13gzdGz2MP3TZuv0cfvIMxh+/xo5PWcKfnLA9c477D9SFCSMwsDmhjTreaTwehlsz0AWXupOcdnpypoaNaTrOPNnK4pMTMdQKFEcTXP6tQ1z9328ju70N1SYefPAMaGnJeuiB2Muq3d3nBEurCZCD2zlE9625YY9uxn9a94YitjOOWLtwS8NozOXGgIWUYToFvEd5fAJtp2QLVj0F8Xw0RPWjMXsyRQ29Z7sYXKxj3sqR/f7rjPV/8ElMV2ugADz4jz6D3Y/VMLjARqt+OAcNJzh+skBwwOX/9xA0lM4idzdRXj4Dv7HKbaVmfG2mMRw86y+32/AHR6AQGEICcPxnfgBhwJ7a0Y9ew+4PdgEiXP7bL0FuAm73CNQboPvKEWo7A8zbiOyRjAtqYsPlYDCKjllXeNDiYauaomLTAKxxghPWSO2E0L7dRyCGizKhB+ZJSXlwrB2SD4GltwKWbg2w9uIJiuMZ6gfsPYVmDT53XPwAgAYjuGkAlR7dW0O44QT144BiADS2J4avGzyi9i6AZWmF0eNFAMsqJYMkMk0cjDFtN4kRQjT28eAra8DxUwXT/UTimN66b14wJLQ3XZC6UF7XV9nAngjfejQWqp6D9oJUdhN/d+Iw5XlsH5ZlUA2hMJtFtogaTzXkUpDC/SO56ISkohEA/19xb/k9bh/Ge8LYHKr/kTmRPZUEvlwb1QoxxL4CKah9YHvAtkPvTxOKLHUxsy7uzEzhvcdiWsnelCIbzGYGcVKtgLtyEaFeoLHZR+14io2v7CM/GoNmJRqv3sfshScwW2uBAlA74GcePvIM3DNPcAHeateeYxDdcCubF2G8d5LcfjwMd0DVUMtEGMldF5WGWprY0Nck2UFFbopbo4tN0O0HCJMpxh+9iqOPn8H8TBftbz5gD3kiXFOphBp86DxTjaac4UatwOaP5NwNR9TqaieAu7sTeaWKq5UlqNGAW18Ddrgc2DZTkbM85NoKwxOiYmjYmoSaUIpRrYDrdtmTGo/R/dwNrHxtG40X78KdY2EfdzxEfX+C8//02HjLZSNg48U5mi/fB7IM539rE1d/YRNlp47QqnOVqCO4m/dBdx5wMrKoiTgQh5DlM5cwfHIZAODWV5HtcQIFq8vo3BsDa8sAEWo9j/UXhzH7rn0EpaIsNHLMzrS4HD9n7zkfEqar3rQ8LEGX0CyLHonGNneAzwfipUpzBDWEJu16RFi+VcLXMpz9+kwa6zI9gxsHB2uQXPT5ve3tOWg8R3Y4QH4yRjaYcjQ2nsHXM05olSXGT51B+419FhSalKDhGNk04NyXh8h6E6y9XrKa4kypgWnPT77ebEzW9CF2B5IuPhmse5J2uLcepGLkyzr/XT8MWHmzxNkvn6B4cIhQZJg+fZ7ZRaSWPeFb57kZRewfcoQ4nXGexVgbsvVSVb56DSqcBIALWtJiHNUeGY7ssNc2X4AYGjE6amzVA0dR2D7VBDwpdc8z7EBNLn2nmr6XcXEWcpJS9KLGxl0TrFoezwvQ1qKxYoAIx+iQSEGjeCv8qRV8sKjk7XjCeHe9FqN9qaT0t++Dbm/CHfXhaxlGV7nDu2/VEDotFFs9FK/f50N7OocfjTHv1HD40VUc/OhljoAbDcwvr4tgFRcGhtHoHQ22jndluIlohYh+gYheI6JXiegzRLRGRL9FRNfl71V5LxHRXyeiG0T0LSL6xLv6DtXgBaJRFuOmBk6TCXYqGy5VxhBmOgN29tH5Z29Zxrn54j24MiA/GSP0+1HUBkB5dISwuYPm519hzYTDI6AsMXnyDLpvcoKrfkgoTghLd+QQcSQFBbm1NSoPj6T9EhnmpsOPxoyp5Tm/R8RnqCalwPzcZEaYI43ZHFSvYf6By6xRLpxdajRAszmyNzcxXW2gbADT5YDGPmHSzYBmA8NnVln3BMC0W4DubBmDhVotoWQJPxbgjbrcgRvP0fryW8B8ju3PXgLN5hj+xEcAAPnhEJs/dRZ+dx/Nr99G/2qTo4tnr8GdDGVeCvgrZzHr1jFeKzBrc5IUYGNd9J2Vm2vHHECMXy2KVM2bAf7chGVREXHtsiZdeSSBl02Bou8xWWc9aFZAFNzSwZoaA/ze9v0R6ntjkPdcfHUyBPVHXFrsPY6fYi5wqBVo3NpjI1MvMLrcBoocteMSIScgI7iZqP2Bi3DKGsM8xvlW4ogkK9XDzkZkkrvMT3fWLNo00gPLA1AJ1I6B9nYJCgHZ/T1eH7Uc05Uahs+scejtGK6IBS8lU8pUN0MNUl1gO/XS1YBLw4AwmfIBX4ouhyYCAfbkpzPjeQOwtcuTSLwfVdskORwgGiCVJr8+GH0xTCaxTViesyicI2j3dZTi4PjAzlVRi1Fzr2dfE0rRQfEeXjrScEOE6JF7qdCssGDKUrjnDtn5c2LUWfUPslbMsSo4MemaDb7uw2PkRyM0bx0CpYd78U2+5bNLCL0eVr9wD/Rgl+tKBjMsXx9g7fN3+Hp7fbj+1KpLNRIhYeH8QWDcfw3Ab4QQngfwUQCvAvgrAH47hPAsgN+W/wPATwN4Vv78HICffzdfoFgTPHfKgPdCDWTD6CQxoV6uPmjzMgTXC9NpZUGF/gCh28HyF+8h3HnAB8BwBFpdAbWaLECVvBdZhjCZon5rF+sv9VEMAi792jaKfkDnrsAygo0prBHGE7iu9LnThqDTGeAc/GAUr3vI3a6pUWd8rSxZWCeEKq9b+vKF82fgvvxyzEDnDuHcOsJojNnzl7H78ToL/PcJG9+aoHtzhPET62h/4z5XcfWHaN05YY+hEF2XXo89i/4AYZXvnfIcODoB3dsGZlPs/5nnsfbqEH53H+3X94DjPnyrhjNfH/LBtdTGyosHoP4QdH+XN7o0gnW3t1H7yhvovnaEog8rtrHWX+I5Z2PhaAserFKuTiiDxZ26QQk8v8IsqTEdcPmWR3DA9icLbP9Qgft/rMaJwol6q0FEwkjwZiA7HiHf5A2GIme9mN7AHIDWrpRVzzmKCI0C7mSIoj9HyByLFDnC8OoSWrdO0NzlxhetTWasGIwz17J+mFdufTTVK/cJlq2VmYj4OMl1+wIYr2RY+sYWyksb3JCgW0fteIbiZMYaH07D/RmwvsrG0HtO7gnnmdptYzlQd0nEo4SeqvBkWbLAm5SKh/GkYry1pRjIGUNK+zNqKy+qFUyNq9er3rdKNhccVYbpNHKk9TMCY9JZV/ZkkusyzrSXLlbzubE4KEt0tMWxo3Mi+SwRNYD4PQUncXXtU6PO6oatJh8GkwnzrzXCkLoRVQFU2iTlOe//W3c5KugPY/I1J4QPP81RijRgoFduwt24x1TA4xN+Bjfeilz3mVRbjiePzH2l49sabiJaBvBHAfxPchPTEMIRgJ8B8HflbX8XwJ+Tf/8MgL8n3d6/CGCFiC6845eEYPQfTQZoqKWnXAzpqDJJrKMrJ5RVNDn2OCQUmq+3UW7v8oPR8K1Zx/zqWT6NgyiPSQUX1WuYn1sBTee48JubGD+xyjoW7YJxbNExICnVpVYLVK9h+sw5nlzpsoOyZLEazwwTFDmrAmYZl/PKia+JGrfU4QUikUW4fgtuacl0ENzJEL3nloHJBFufaZohdCVQHI7hpiXyPod92aXzmD19gQ2QyGjq4g1T3vChkGeuYWnJhRTrv3+AWbfGm/7wGOXTFzgcPFcH1esYPb2O8eWuYf1hPEGo1xj3lHkaPLXMeiCAGWtt4aYl6+378nMPa0ZRNgOKnjONcm1coc2Q8yEbkZWXjnD2axPkIzaONOf+j82dAOXZ+1pAWQuoHwJLt0N0DI57CHlmUqTat7Toz1FuLJshpwd7gPeo7QwAIuRvbsJnhGziQZMpOvdLuAmwdHdqmtxlLdj9Rm8bsR1a4OvSRhw+kb719WAiXaqPM+uIfslghOxwAJQlGm/uYHymhrwnLIlGHeXZZTaeRyeWCEORiyfuOJ8hDpDf3Ufvh68Z7U69YFJetBpLTQD6UMGVLZGm60mj3qKQBrx8aKAomDxQK+BPhOI2nhg0Yh4vIp5rToxS8BKoNITAmjna8UphGr1m5wCX8Ws7+3yQaCSfZWwg1SkSVkuYTqPG91JbjR4wm8GtrhrVT7F5ajJMSs0GoFx674EH27xvawVweMwFbvd24U/68Ccn8D3WTqHVZVYjVFKF0CRVuIpZLYUlcN9uvBuP+0kAuwD+DhF9nYj+NhG1AZwLIWzKe7YAaP+fSwDuJr9/T16rDCL6OSL6KhF9dYqJcClLWzB+MmEPWrC6UJactAtBSmGdLSD1sK13nYqzCPacv36XT+F2K5au3ttCdv1eTATM5nbilQdHyN64A9cbIQyGaNw9xrlfvIH6t+7w50gmOExnICJMXriK4YcvID9kcr/xPGWS4Rz8DzwN/8QFxlB94MmraXFDCVxicSnTfsgc/CeeZw7tchehXsPo6Q3MG4TBjz1nHcFBwKV/cgK8dB3ZzQfI9xiuCb0+Ux/fusfXC/Bn6yYYjoCb92KLp9kU1O0wTrhzgPFaBmrUMXv+CkbnGshfeQtLv3sdOLMGKgOa3+IppkaDvSzh4I4/+RT6f/RZ7H0kNxW9tddKacbLBqu5G1D0wN1YHEMNvh7Q2GdPXDvyaJu1IHrjJpzlgbf+pTU8+LE6zn1tBBBQ6wGrrwJnv7DHvyeKfkzjDNxkd8Bl4Gg2QH1JTufM1KGVLrLBLO6IjCVJ/UoHgQi+3UD/M0/AzQMnmwA09sY4860x6nsj5AP+rmzKUI7OTVkLxltXrreObEoG/WjiUjXMU7hleJ690XB8ImyoEpOuQ9nmVnyhVmD3k134y2d1b/EcS1dyajUNC1bNjaVvbcO1WhIZUtxrwiKhem2hupf3FSklVxwk3njekn5cOu/Ms1bHgTLHOkHqkYqzRLWCP0txdkkcGqtDPW0VfZrNxegm1cfaFZ3IHIcQAjsV87nxvJnhNTX2CxFx5adEEeXGEic0JVoO47EwaEp7PiqGZc0jSi8sscC5M4Dv99Z9LgiUaED7ZG795AX8+tf/X25k7mLkEqmURRKBfHfJyRzAJwD8fAjh4wAGiLCIToIGwu96hBD+ZgjhUyGETxWoUl8sdAAsuaGeN4gM07bkXpYhW1/F/Ec/Yh6vPxHsazaNlYnjiWHmAOIBIElREtgkW1tBeXQM/2AL8AG959cw+sQ1xoR9YDxbGj+gVqD++zfR/OpNhFdv2sluzSGmjG2zwMw9o9T5k54kduRetvb4mufs2cyev4L85VtGwxo/sQoAWP/CJo6ezlmlbg507nq429t88s/nzBbRLHpvCKrXWZCr3RK5zGCLA95LN5CMJS/VwAeP1V9/FfMrZ7D3QgvDjQzzDz0BAKB5iearm/CDIcLFDWBlicuKfQDyDP3LNXRuHBsUwI18GdfORoTWZkD39hydex6NfY/2/YD1V2Zo7BFWX5+a1ohSGYPowaSFLL4AnvwHe8gmwM7Hmiz0FIDjZ4EbP7uB4IDObTGIBdDa9Sh2+3yNxJ1PoNIDtQI05ogk3z1Btn3Ez09bWfVHmJxvwzdzUAn0rtThjocYPsvKlcXhGNQfiXY398f0NWbRqJcdshg1aOMGUCwgCgRjqZjglmL1OePz4489gfEnn8LBH7uK4UcuonNviuI+l62jVuDc72zD3brHzW8HQ9v8VCswv7TOWtOF4OBFAb+zZ/uLdbK54w2ms/gHMKdJPWFmaQiGLUykSjJPoQlhmejeI9UfCYGTkwpfKLSYVAyTFAJpaXgIgQ8u9cbLEsoAo1oRMWztL+mIq6ST6kv9XtM40te6beDKBUw+8RSGFzlvowVNdjCpVomPyc8wGFgRjms24JU9A0RDrYVJUo1JtRq6t2d4/m/9JSh9WJlpiWGMEPB36XHfA3AvhPAl+f8vgA35tkIg8veO/Pw+gCvJ71+W1952kGRsNRmgHrQaVoUPzCOXU1/xN8ocwvoKaq/ciw84yRZbAjDLIjYuiQsANlEAeDEUBVyrBWo2MX/mInpXMky7mRlbZbaQ6Aor3m00IxFiNxhHxWfAOLpl6pWzub7GEy2h6fjjT8JNy7g5ihz9iwX6l1k10Nci5ODmiIkgVWFzhPKkj9BkNgk16qynLQkieyZOSn6HQ+76rZtVvJTseIQLn9vDud/ZRLF5ZDimPac7W4CU4jMbIcP6149ARz3zOGsnwOpXd9B+wFS/jW8N0XptG/nYY9YhdG9P0b+QY+XNGYbnuGa+dgyDG7SdXP2QKvTBzT++geIEyCYBS3dKrF6fIRsS8h4hmwBLD+ZoPWBc+fDZpDpmOgPlmYWlNBix1w3AZEiFo+/bTVDp0bh7jHznBM2tEWZtgIZjgIDZUo259UWOM98cofsmY9nqeasB1oNHJRO4aTAZTKLFOj4PUhHKEE9MUAY07p+grDmMVx0am33U90Y81z4AdzcxubrKlcP1ulE8mTudId88ZG9zMo2YsO6dIhc2wzgm3gX+qMia5rlBlNbQQPtFCjHADJXsL6uwLEvbJwBiAk4YWWE+txyJUgeti7qu7brg0FJ4hLK00nrTKNEu9KMxC86p86fJUaU0qt2p14DdAyAENG7sgMoA8gH+w0+apx5GrI9iGiuqz610RolEsrVVaOm+5uuCQsBstBAmEzR+9yU89d+/yuhBSq4QWqJCrGE6++4w7hDCFoC7RPScvPRZAK8A+BUAPyuv/SyAX5Z//wqAvyDskk8DOE4glUcP9YKJbJGkCYUUC+OrdnpxlhgJdx5YFSASWpLh5fYAnZX2KiUpiJhO6PW5rZmW3NYKzuaPA1pb7PnaASJZ4EpmvSgMwtGowbLlulBTxoncoz/pcXHOchfTjz+Nxu1DZDcfWBJ2fqaL5n6J1dcGmFxdw5W/cx2X/uFNlHWge6NX0YYAwN7j2Q3QvORiBmXb+GDwjo2kks3v7PEGUBrWwTGwf4QwGMLv7HGEMZ1xSKiKcMSbFLM5MGThqtBuwk25HdulX9tmw0iswudGzBIYbmSYLBOG5woMzxOOnyzQu8Yyr74GsECWcJ01qemYpUJz4NyXe7j4Gw9w4Tcf4PjpDK1bx3jil/Zx8Z+OkY24Sm/pXolrvzbCypvCTGrUhEs/sWQYQkC5usTPYl4Cwjhy3SX0n13mvoSDEXDcR8gIF/7v2wjNOsq6Q+PNHaadDseo3d7HtCvUv0CiTwLR+A4mOeuzkBhsTsTOm8FK/IEEGyf+3fE6sXpcDqy9NkGoFyjbNfizq6DVZaBeR+ONbRRvbbMHeGY90vFmU/iDQyAEzJ+/ypRADe8Fv4YPnLxUnna6nsRzV+MVtTpmolroK2JLvNaddYiBc8KRnkajp/vSoFBuQqw5EwBmHHWEXt8UDM1gylq3lmaafNVkfsJOU+mLoIlagJPq0izZ7x2g8/nrnND92mvGnEmrJqE4frNph4EW14XRqFoarwdWmhPQa5YopaIuqDi3aL+4TvsPhFXy7wD434joWwA+BuC/APBfAvgpIroO4Cfl/wDw6wBuArgB4G8B+Evf9tNlgvWGKyeVPACTUQTgFfJQLE/DM00+JkwTyjgJ5dZW2EtsNRn7ms5iiCWhl3rRYTDkiXAO05U6zn75GIOLdRZKr9XsgZsRFy+fBMYxjEwmw3WXYtVVCCiFvUK1GidBzqxzyDabcVn19h7T1Tpt1mrYPkLtaAb34pvsFWQO/qSHy3/jRbg7O7zgNQMvCakwn5tWSyr4nkY0lDkRG8ok0VowvUyjFp2P/oATsEtL/FwUuyfC/PmrwOqy8c7DfA6/1AAIWLpfggYjbH72DNws4PznDlB2azj4sctYvjUFHDBrE2onQO9JZolc/bUDdO55btY74S72xQmzZs5/qcTaayVaWwTXZ49l8MGzOP+lMW/C/hD5YIbWdkBza4zul++i9uAIK5+/BS3AQqPOsJHIiYbxGBQCpk+fZfH9vQPg7Bomz13E0uuHrN28zA2os+ssdUCTGZZe3keoFei8vCfJXcKsA3RvSY/PEjjzrRnKejB9FK0EXawKLQaROaMt3LQQKThgthTQ+6PPYt5w2P1oHQcf7qC4vYvhlSXsf+Y868nMZlZUploX1GgwpNCoIwxHKB4csEFQA2NJPWKHZc58YzN8wtAK0ymve6ERmhzxfG7JQVW8ZPw4GN1QdXZMx0OToEZJzeNeleRoKJlWaElzIB4g4wl71aLVYl69D9VIXdev2gDtB7ncNUwftQLhpMfibdIk2B+fRPhFmGoGW6jxVo+75D3vn7nMhXFa/KN2KaUcJvZJazf8ZBKvXd7nWi0geOvO9XbjXWmVhBC+AeBTj/jRZx/x3gDgL7+bz7VBiFi2VYDF1kBWcCOJPhJmBHflqEWRc52gskQoYiIO0xnmBw+QrS4zBkzE4uijMRtKOemMqSIHhz/pofF7rwDOYWV2kb3l2YwXlX6fbFqUJSe9tJBIcfMsQ1hZAg6PLPzMVpdBrRbm9+5j+ic/xd2394+w9yeexupLJzyhPjBXdDQCtVvIhlOEDz4JN5kbfmYCPmVsVhrmXDCgCaG0UMkSILrgiYAM8lzlmT77JPfybDbZoxhOuCT+3Bro7ja04o4KxsmLO7v8/FTKUz63rAHdb+4CRFi6JwdFWSIbzlEWDYScUJywN9l9y6O5B4zOAL5Vw+A8a6DXToDJKvdyLE6maNwdIdRzFL02RtdW0L+YY+2lPty0xHy9jXzXo6xnWL41Rb57wvc9HPF8T2fsUec8v1QUQJ1DazrsoXbUZ62OooAvMtR2B5icX8K8laHz8jZrXDcarJOxsQoaT/jzdN0vd3Dx94YodnoYb5xDcRLQvD+AK1eYPYJgdEHtx6lj3uQuS9CpkgIczhGwquLeCxnaDwLOfn0MN2U6Y/u1XfQ/ex7jp89wH0WBPEia544++QTqeyO4N+/zfB8ec4LaIRpM2Veu2TDDax6tdj9qNm1vhjJGxmE6hasU0bBRqnjgPgAoY9jvmWbnmg1zNmwtq9MmcExQsgFiwhWQXJVzDHuZqiUBgyHvTfVwFYqQQ5syh3J7l/NBRc0i1TAaWU9IqhWxKI4NWuV7GQbVvc0ed7Z7zKwRRQD0uQkGzjTIIqIACXSrhTc6F+q0Up4jzL675OT3fgREjFuAfD+eWJhBySIK4wl7inJCVk5ZYZj4SZWlEoyWx8kpC3sANuCB6U5+yt6vYtOQctkwGiHcuovDP/UcaGmpGsYliQfDCdXrlusKt+4CRcENIES7JIwnyNbX0HptG+HuAxARNj53F+7Nu1ZRFo5POCwjghvNgBevI3vjjuHYlMeSf+V9EhEvaJJEj8jhKldVn4tWb4bpDP7pS7xoiTB4pmtC8FzxlgNryzj68Ip5OfCBYRMi+P0D9jRUrMhlyO7v4erffJU7jpQllr6+iaWv3AP2juBu3MPK9SHKusOFX76Fy791jOVXj9F9c4DV16fY+2gb2QTIZsDaqxPkQ6CxH1ga8+gEvlGg+fJ9jDYybHz1ENmtLYQiQ77HJd2TjRrqL90FyVwr9IEx60xjzBododvhf49ZoF+bFQBAyAihyNC4vo3asUBbcjhTq8nl4/MSoVlneO3wCAAwXalx6XwGdB7MQZMZshHj3m6mMAokARuSsndUOOuKh3OClrnrs05A7xrgM0J+MADGE8zPLeP8b9zDbCnD/k8/g/L5a6LFMUEYDlE2CL6WRSptkYvzMa/gzWE+R3lyEisFlWedhPbWESaBA1QsLfUYzdAVtVjsInkopbw6OVgUNy8PD82Z0Aa8ipkbx7xWmIHTtayFNGoXoFREAKr4ByDaDoEg/GAEf3jI+YB6nfe04N/UaEROdbpXdI8Jx9oSsADK+1tsM9IDSLTIlQnnez17zYZcayq8pdGNlui/3Xg8DDchNiSdcVGLUz1bIDHEUhnl4mUrdmaJES3gkdDLS1Zbq8MAsFEUz4HaLaiGgWvUWThKCwZ00Qhvc/WbB0Kop0o5fpAkimkuFCK6I9WKtnD0oBG5TCoKzO/cl4NjBr/LmX6tztJNFUYjhLubXGwhcIiGUhX8P0kuGf6sNChZQPbIazWjB9LcW5a78/IeX//l8+xpjcbAvMTKqycMN3VaCAPGSf3RMXvmRQGcWeN796VFCcruCUPBLYOHf+oi8tfvov2FG8wG2j6COxnCjWcYr+eYrBI2vjlEczug+fJ9rL0+x9mv9JAP+TA6eaaN0G4imwSUSw1gYwXuhBOMNJ2h87vX+bsmU4TxGJOra7GQRA1To47Rk6sMm8jc+I1lLl4ZT+BrOdzeMXcw6U1YitOz7Gdo1rlitFZwwcVyF667BOoNcfJEjulGC/MW0HrrCKHIuKOPh/UsBcTbDpBWc3JYOKb/aTWp/o7252T+NzDr5phtdND7oas4eL6JUCvQuj+Cz4GyIVV9a6ugLEPn5T3kr9+1Na9wAlPTkqrdzCHbWIdrN2NCT9eTMLeinkdieHQPauIOMAMYhsOYWxJ2SQiB2UjzuSXK/WSCbGXZ4NAwnyO7fEEiYinA88God+Z0JXCkQRSz2cIaLyI7xCiSU95feS5icXOGB6UPZnl4FNlmSQ4t5uASTBpgW6DFMspWK0uhR0ZmnGu3bV8r/TFSCRlyIdVlSYTg3m48FoY7qDhNIvFoHqtAANSoWyFOaqzUSKskqoVJ4jU6EZ3XjDBl0t1dT8jjEzZUeS5ltZ6pPZnjIpXJxLC1cPOOaCnERqEprSkMhpWFb5riWjCkiUop2ffHJ5ak0PAvKNUpDWVDgO/3ky7XLf6+axc4m63fp9fkpEHDcBiTo/W6NUbVajdqSg/Ou1s4+cnnQd0lYHsPfjDkXpLyTGk4Bt3d4mYOygtWFk6jzgmlrV2ERs1yB6Z/rFHPZALM53D3djmKyAUTH40Qjk7gdo8w7RCu/MYR+lcbWHu5B4SA5oMB9j6+hJ1PdTB7+gLWvrgFZBmWXzlCvn0M7B2BjnvcN1EKlXReKM9Rv7Ftz6c8v25zWd8estcsQj/ueID+h9YR5nPsv9CC39vniKvIcPCnn2MooNthLZr+ECFzmF89i/LcCsL6CibPnMVkBdh7oY5Lnx/Dt2pmLPIBFw9Zlx9iho01CSZUpGpVIjY4+VnJ78vGwNanHe7/eBPbn8pw/AFg+4+fQ9nKcfZzm6i9fBeu3bJcAw6Pwd1oEvqrYLVMDZVkmHQh96MxKwdqwlKdFu1vmRoj3X/SkMGYXgo7IoE3pIbC+OUKRfjArfxyycuI8fbbu7zOk99RjF2jY4NelJ0l+HGKmWsEbt/nXMTZRbXQD4dWAWl4eLNRiUqtOE8FtMROLOa3/GDAUbUy3vSQUQdM96f+XsJsg6ANBlF9m/FYGG7DiZU7q3oIcppZxZXAHIvGEWXJxQRS829ltFo6L4baesZJxt2LnKRiSyYXCYDabYTJlGUeiyhSwzzQaZSp1H55ijsnJy8gEYFekxpwitizVV4lTBSUJS+oRNrRdTqmzxKGrMOA67fhj0+YkVIrWBag0YiHijzbyCstopcSApd8Zw7+yYtYutFjY1XkcO0W5s1MJDNd7DhNxP08pWTYOhaR4+SM0rV07hTvUxir9MDyEhvLsuSkpkYJIeD8/30L07UmBhccsq1D9D59DSFzWL4pXPYN7nfpW3WmHI7S3oelFRNZD8Mg/OQWy4S6tx4wn7lRx/hCi699dRmh1cDswipa94agzKF+HOA21nlNTOcYXGKnYnp1w+AlGk0w79QQcgcajFC/tYe1V0tc/kd3Ub+xDdef4PiDy3jilw7QOAgoRBkxuMjfVqaMm8ZkZSAwf1257EohLIGNb3qc+5LHvBmg0rX9q8CDH2kiNGqYP3ORtblFqAkhMI6rwm1q3JTWpx6xUNVcq8XsjSD5FU3Q+eh5xlJ3Nh1hNDbP0TBpgxFz401jFg2X67St/oJFnOpR5VOohlZsIx61cskrCn86NDel+02vQe0KLwbeO4Mhs8pkvzjpo2kV10sdeX61ahHMjOFNP5lYSbztM5NibUT2jKgJVqCllC2HeLBp9bY1I54JtfLtkZLHw3BHapKPBjzBr5M3PvS7+jDUE7aHo4YVqBpy/T8QKT/1ejRwog4Wen2GbQYjM/peoRa9Dl1g6lUq5qYJVcXTIfQpoRCm2t0AbOIBWOWkNmUlbS6cMD3CeBK1WwSL94NRlSmjQ2ATiyjSU19eny/VOIGjHsJshsb2kA2UetbtFt83OdZ81jkT1k4YDkHS/AFExlvXgiRVc5udXWJDXnrGwAuh6EnLJl9zmLWBsNTCvO6Q7xyjOBrjwm9son3rBDSeItvci2wCrZjTZynQEgArv7ZSZKce3wzNO5KknpfA3gHy4xHc3R0gy9DYm2F2dQOYTHD0oWWc/xKH7LWb2/BPX0K4dAaTZ8/DF4R8+xhhMEJ5ZhnzJnvzfmUJ/efX0DiYY3K2jdEZTtYali3FNjp8LcTGENYtnirt0ljhsERze2JSuaplUjYCDj+6BhC4w5OKsM1ij1NLLEppNQCTXLU506h1YVT0qPVQVFqr7qXMWcWieZFJLiikewSM63JjkZKLWST/AyBGa1lm+SyDHgVTN0eCiOE65UDLwVQx7Ml1+skEYW0Z/spZdjjOnYnR/JSLlELKqhLIVJORrtOxPaW1AOn9PWpUWq7paym85BJIVZwqWlvBO1nux8Jwm2emjA5RGTOeo57g6rFCqDYqKFUUVvyiBtLI8kki0toMpd4geDH5ycROfxWUQZbFpgbew7W4S7stdu8jOT9JigCInz1bELlpNaNCm4R9aclvGFZlHU3TWyMN/dwyhmphOGJ8slZUOd0SCvrBKCZ59RkKlBCGI/Qv1ZAdD0BPXGY2zQvPYnKGG87SShfDH/8gpk+e5UNEIQ6hgnEzV9nEAiuZ7G3yPDTJWmyfVOmJ2gHcEbC6jObNA6y/UqL3/Bqae+yplc0CfrkF2tznz9RIpFEXmVzPokrTGUxPWqlxul4unYV1Bw8B7lh6MYpiInb2bW6aL9/ngqN6Havf2EftrT2T/3W3HmC63sTwfA3Nf/YGt9taWcLBhzvIR+zdu+EYndcO0HjrEEV/xmX6JUweGICV7nNZPpkh97n2sQzWGi0QULYC9j9cg69nqJ2wGJebS2f5ktC75pAfDuFeetN0PtRI6hqywz6BFcJ0ynCFHsQKOwAxQSZRGiX7z9as4uDaCEEOBjWEVq0skJ9Gf1ZpmGXRocg5+ec6bTaKInfBVF0uRKsYQOGVB/GCoTkpAFoNCqDCcnGdDsLNO3BvMAsHmztcpzAa8+E1GnEuKXH8LN+kh2CtxnZAMW910BIqsunrL5An7DP1vmUYHJVztyxMpo+/xw0kJ5aGcGUZvW+h4FnSQB6ePkBbaHJCp8NglbJkbHs2g4niJB6BLUL19BP8qlIIMNemp4k4j3q+Cp0kGXat2LKDRYuE9P6cM4gnLUW37wcsW/6oxJA+OxWUVwUz5a66bpcTvY4qughUq8GvdjH7+NNY+9VXuaDmAXcTz7eP0Pz6bZ6H8QTt33sdxYs3gfUVflbCXLHnLhQw9hpIqjSzh73/6UwE/Z0lT00Ay2Xo/cBZYP8Q3W/sYOmNIzRevocwHCHvTXDyLBfJhF4P4bjH8zWZIrQaoJYwhtQDL5iFQHnOCdRGHZNzbWHVCFOo0+Rei6Xw1DtthP1DUKMBf26Nu6CPxgj3tjgx1pGirXMbmDczTNsEnNtg5s50hsZRic5bfYQ8g19qYvTECo4/ugGae5z5xgyzZe45WdZgolOKYbMWCyIFUP9Ig2RtAg0CGrf20dwNaG7zZ9WOgDPfnKN+EIDZHO78WWB9tap5kVLplKYm3qsZDFH1S4tXzIPWzjaSBLSu7Wn0pkMPBCk3N+OpMKSsfScl8HZdIfDcNepWIEWZsy413JghxNL4dI8rNFer8R5QyNQqE30lx4SigB8O2WCrwybGN4xFp1/hUYlAraBOqMdhOuW6jgVPOl6Ui39kbfrxpFIU5Nqqbpg4qMKgCd7jnUREHhvDbVVU+nA0xFVs2nuhESUQiIZOaSIghUeAKhYt7YsUu6okMvS0TB+iCllpYU9ibPn30n/L32rM5PpM/UtO7CCJT/s89cYF17JrSpM9anBVvVCNe3IPqkNcuRdHrNVSikCXRDSaSOp/YBnbn2pap3lNKvnlNmfZr57H9AMXYjVlb2CStqnITyVCkIKMUJbCnJH7ObPG16OUSeF8m9cyn2PpRT44sHcAPNhhPLrVxNGHl+FmAVjtgpaWRH5TGkAc96RaTg7RdosxedF5dh2W2m1e37UGAJTnCDWB1JoNNiqTKW+Y8Zg7+WSOf1aXEPykz9cjLeDOfOUQ1B9yIn04Rn1/hsmZFo4/dgaHP7CM7R+qYf8jzJoJjrDxjYD2g4BsCklQwhKUWiXJioFA2WSGic8BmgHw/PpkLWB2fhmzFqHoBdQPCI0Dj8buFPkIQJFzh5zMYfLRJytJLm48TdW1AUSmiXjGYRQdC/MWlc2R4sjJ3wYN6npIStiNzaEibkEgDo1oFSsXmiaE86xJSGsl5pwdxgbTyNqz0nnJhVWMqY+J8pAa4XrdDipLeqpHnEjIplG74vLq+Bh1UA8JPRwEVtECN4VGs26nEjXHilVJwOqzGI6YNPEO47Ex3Oq5ppMCIBpm8ZJNM0EXgT4sncCFrDcQjRo16iwIo2FRmkiQslsIlQfJyQgNL9NTWK5Vk6YP8TNT6p8aVEDeOzM4yN6vId+iVx1CDGXlsxaxf2PKpL8mpbMajhkzRzyxMJ2i+41tXPkHdywhSnluDAtcOIvpRgvZF15m4z+fs4ZwEDEikgy8JorIGSbOVYnCnFE98oMj9k6VVx2iN24hY4+79KiOchhP4E96WPvdO3DzgNm5LkNTwxEGP/oc88+95A3yHDi7DmQZJj/6IQ6r61ztCu/5wKgVVm1Hd7Y42hmw5rImUdMClIjVSoKbHEJvgObdHtzuEYL3DLcED/IBux8rMFlxGFx0cDNg+U1NqgMrLx9j9fUBZh3Gs89+1UO7//gMCEXgP1Jwo2JVZQOGdfscuPtTbQwvBBx/AJiuBqy81kN+MMD6//MGsLmD/PoDYF6ifueAISthOajHCkD0N2axBDzPI3YtXji1W1ZNq9Q9Y2Y1m9A2ZTac43WhQwrkKkOrIUNgXZFGPR4KjuDOn42Rp3ym7ck8tviqrH01es0m01Ub9bg/CpZddp02Jw+1OYRPXFmBZCxyL7n37SIlL9tYh7t2CbjGQqdhPo9rxycCWI+yP6qvUtQMgnUba8Dl85EFp1HzcGQQ0qNyeva43/Ynf4hDTzrlQ6u3aafhOCYFSYyOGVQ9wbOMJ2g2q3ifdhjYaTuLk+ukkEfgCl1o9n1ZZLBQI06sncCLRl6TI5ooEaOicrKRaB9DTOttp8lTDS31u4m5rpUFoR6LeKsW/i5eCxBDW8n6s9fg4LpLTO9TjF64qNOPXIFfboOOeqj//k0YNbPkCjqVBECtAF25GA8w5eaWpZU9G4e2yEHdJez8ix9g5Tox/EGKdvj6xLgSsWeb5xyK1plv3vn/bqB45TYfPt0O2p9/Ddm9Xcyev4xyc4vv494mfKeBez9exISuPKswEeH+2ZQ/M3Psha4t83parJjTtSn6GGxEWJ/FDcccyirtTSh0zZ2AfMh/n//SGMvXmf3TeWkbNJpi8490rH9p5/oxsrFojjuWu9XuN2XTM8vEsUEHYHKw82aIfTsJuPXnujLf6q0NEe5vgWZzWIejYoEzLIUtepBaxCROQpixUQrjSdQ2SVkUsmcrPVe9t2cenYOZiboZZBmiumCa4KQ8R3l/s1rtC06CUrMRE6jqNKVG0ksdwrw07jYLzOmfmXnets+VraJd6tVhSqiTqaaLP+mhvHkHtLnDcJT8juqQ655NGTDMiJmZBjgmQiog4tqA2/dZuTPP4aXQT8v5DRN/m/FYGG4CRLSlSvWznyc94yw7neoR6M8kzDNsVbjcBlmk5fP2eb5ioCujjKW6Wraq+iL23Xriqyeh0EZZCqWqrHyfDU1S6MGRRhTSXkw9B6dqaMnpjILpXn40jvciLBSjGSkeJ4vcJASmM+aQU4QulEJWfOk14M27JtFJ9YhNhtGIN4hee3+IcOW88brpySuWITfMstnkz9o7wNl/+Aov2l4/JrXUawHkQJSDIs/NgwstoWwJzzUMhqCNNdYZ8QHZxrpRF+nOJp75b15n8f4B98XUNlasJyGaLvM5Js+eR8gy4Ow6fLeFrX/zo6BOR4yNUtX4EDbvW/j6KFnrnXMwc7z1Z1tYujPFvEk48zv3ePm0VH4hx94fOYvZEjeePvONEqMrS/BFwLmvlAyJBDB8UnA1JTJwItNLUlN1yYWB4hUNcMD+pzZw9Nmn2etcXWHD3GmhvHyGn8tsbqyPSl4mMQ62ZtTjFjmJSvWe5mQUelBoMzXq6tSopo3Os/ycagU3BxHv2RL94vAsNv+lWiGJ5ocP1ZSOF0rPVbzidGmVcoUbnSUsMC16adQfZoQ4x7+/wFu3au0mNxShps7/zNhs6mwqZm7KnHpYAuzIZc6QAq8GXXpuAoi499uMx8Jw2wUa1pPZTQGILIQEdzO+s5yimDEVzg+HiTKgj4k+SgSg0u9TI6ybc5EErwZTWCzqvdjiL0v4RNLSTtqSC3miMp+PScMkIVqZcOGIYzatJGfVqAeNLvSEV12WhHli/1b8W/FwLd9NWrvZZ6Y5AoV1tLAiyyJtUuRqqV7nxF2vD7q9yVS+yQT+5h0T2EJZCkVxGu9Bubw6F/M5G9P5PCYsMy6m8icnCAdHDF8cHCPMhTKYs3HXtVHWMww+fpUTcg3hsbssJoa12laV7FpNYInFu2ov38X0bBu+VcPkTIub8570OOmpjaMBKXwST90S11JJOR4jtJu48IUSFEQT/N++jMmqwmoeb/1r5zA8T2jfZ02S0brD3T+ZoXsTmLXFU87YOOu/LTGliUpVFAz8bzdnr7tsBNR7JSZdwv5PPMG/kznQ/hGy3WNbs/p6rJysW+JMsVVqNtgDF4jN1pR6o+pYdNpsjCQa9v2+9ZpUDFoZOwpLmGTzNEatmt9IJWNtyL5VY665EtMlShgstk9l35rHqgyYelKNmGUVL9mG7p15FICy/Zk8gzCdIdy6y9CkSNrqPkdRcJm/MN10vyHLGMrTKtB2s+JNu1YrGviE9fVOsq7vSmTqez3UeJhWgTI3UsqeYrDpyDK4ZqziU4xSWRjaeEEhFvkyaZwq2J96sZroNA/BJxl3Lg8mgD3TQichhWOEn2oGmOlR1Khb0pQUDkoojXofxgHPsmpGXibSEpJ6vfK8XKtlUEmqP7FYfZVqK/uBiPyk/FL5LsMlJVS00NUL5c45kF53vc4GjkiMI8VnShSfkx5+Cc/WkmPGjfcIIzaU2ZkNhiWUl77a5VZUAGPlmWPtkSxD49YefLcF323C7R8izKbAhbPA1l4M1xWjlSo6VxRAk1Ui61s9YPcQjXuE2rWn2XCpMNXyEsJxz6r4oHNa5KDVFT68hiPQcQ+z1gZOruSoHbEUKwJQ2x2AVpfR2AssRxuA+n7Awcc9GtsZVt8YIuQECnXex4sOViAz5vBVXneZcWPkjd8Hlr6+idZalwuM5Od+1Afpuk+SwZYQVFgSknwUYTIValJGB2WZ5YWsQW5ZmgaOW1vhhHUp0ZUY7+gNE588joCpEAUcAbMyRk/qjera5gVr0av2w7RO8RrxNeqR/6yetP6+7GHXbDAcoftfI0+9vsRpgsA/lg8ocnYEBoNYSJTQHbGxgqzFreDsoFFHRzz6qLE0lnqHEejwuMr0mbDiITWb5iA+FO0sjMfC49bwxbSx5TWr7NKEgnPGfIhyjt5OPU3yWcLiUVQd4WNHTN1F708zyLK4zfNIDap+blKJaUZIymL9QDZ+6q0AZkgMttHFmjBP4BwXExXJdzyCUqWtoPxkYoeR16SKfq5Ub5lXLq+5Dz0La/GmkY0+R60mpVi0E1SASb14TfAK9u6HQ6v+4ka0HGIabJMcTFZEoR6ILQIXKWjSvYiWOqB6DaOry9EjLz17u3OOnvz2LrZ+ZBVuOI0htRQClU9fskgHJPM5mcCfW4sGZmefD5/JBBt/72uVZhlBpE4tXNdnVdRYMlcUItFqon1/jNU3Jnji/3yAS787RfeLtzG6soSQZyhrhONngXwcsPzWFB/8b7ZAc6C4s4dAxDj2IlInSyoITALHHHDldQdptLz+uTsIgyGy44FFKwBYSvj4JK5bNVyaBFNjLi3BTCBN9kgoPbfMk8PO9iZRBbort3d4bmYzrvYV/NkgRukCpR6p1gKoZxzXc8KDVu83iaxUQtUSnIDJRCgsYb+rDhNQccaMiJBSb/Xn+tjbLYFEC5SHxwjjMfzTl1mQSiNlzWFt7iD0B3BnN0zLhRp13g8TVtV0ZzeiMqA8d38i2uIydC50/74txTAZj4Xh5s1QxAcKRIxXw53MmTG30zMhvD9UBr8Is+im0wWjBi79fcWrdDFpiKkhj2MvwBulzcfwUH6Xkz9F9GCTsmL72eJJap/vIjaeLEr9fStUkI2lZfb6cyuw0MWtixmwa6JGHbS1a4s7LcOlIrdCGWhIXeRR8pa4shQqAibPJ5OWb5Tn8McnsRhD70sxwCyzZxcm4kklkpZuqRM3fSmaFyGg+cU3OKmYRhWTieHPF3/xJmg85c3danFBUncJ7uWbzCSSTuhubRXZpQtcpn7xHKjbwfzZy4alu5VleVYqWCbZ/vGE8eN2S5KzwuCRRC+GI5StHPmoxOz8Mpo39zG/cgbH1wqE+1s4+dAMvhaw/UPAeC2HX27j8m8zjTHvTw0aMbjECb4tDBO+KIFLpCUaTQizlRJ7P3EN8w9cRqgncFbwEVedTvmZCBxlzA91WLRBgnY918YBRMwLr9erB6x66lrm3W4LHFPE5Jz0dVTP3KmEBcBQpu4V3WMpDKj4c57DdTsxYtboN3XKzA7ENQTvrVxfKXkqRWw2A4ieuj4LgcX8waFFJK7BORE3nMJfPgM8fQXKa2cxKM5vKJVUo2uq1Vh/aT5HODgyFMD3BwyLpAJ05plTFJcDDGJ8u/F4GG4glimrboBiPbq4VBJRCweksMAYD6kok36mLghNROh71GgrvUk3qnx/6iXHAhrxUCXhoAVBxqNOoAh74FqFlnrB+ke9+yKK6wCICUT1HpSyqJn5xHNKK9fsnjUS0esQL1kF6JFlTG3TzYMIVTHmyd8VJKEFMAZnQ7whK8AQD64ipC/PS7E++6MHh7bXEgzUcERJkKr0AJLOPShq0lW7BZxZ40hDsfrpFH5rRw6ijCtAnYt9DrUsucOHUrZ1iJ0/dg5+uY38OicSqd0GfPJMJZIy+qKjyDBJh3iGjS9fR/HmJoqbWwyh5A7kAzb/rY+CJg4hA1qbDsufu4nxuRbyu7vAmVX0r7XRup2zUQbYQGfJhqWF18SAhyKAZoSN37nD36nQWlqNqGt1lhySgmmnkAM/Q2ZjabT3sOqkvLcoos6IOhtpjUOWMTNFK5jL0orCzKhp7kC9/7ReIxnWYk8cEz8aR4dAYRGJqIxZJclSk0fNMrhu52H5DMjepshiAyCf5aXAr2Dn4P423PEQgQjZxrp9vh8yu8ofn8R8iOTKsm4nMlakwlgZI9RqmlOkz48hPd1b7tt63Y+H4VbPVDjKwTaOYFmKQSU8ap2klM6nDz+Vck2TC9bnTVuMJUwQTeKlko7GrxZmitHt1CvQa1SvXgsB9OdKa1QvWFkRIZjQlb0PiNS8xMCn/7fkiUIKoonNVLzM5Cr5IXhbkA9l/xcOLKuWU5w+ZVDoJmi34vvFmDGu2WCtYaVXidCTPTNNfDUa1UhDsU4dGt6mcJRei5Ty+919hBAwuyDVoMJN1/ZVVK/xM9nZZ89Je39Kw2XsHuDw0xcRBkOc+407XEI/nbGwkDJdHEv9Kg3O5EPHE2bUqIiWYKA6QukxeuGKQQT5q3dQDBkeWbqVIRsTrvziJjCborHZB5oN9J5bRTYNOPv78txLxUfABpoCAgWAIGXxZD+jkjGTvT9+FYNPXOXG0EXB+LzsD3Z6ZpJojJAZyMVDVj1IPaRFt96kSoGoAKhzKUbNrSxXkn66b2z/LjozWVZlZMk6NRqsFq/JmqfMRVgGiEyXZO/oqLDCfNKNSmiNqUOk32d5rOTg4fsXKIkcU2jnc4R7m8ArNzghL5FBdu4sV91qgr2MvQNUt9tPJvG+HENZzIP3kTWlh5selkQVZs2jxuNhuBMudqXyUIcaYDWWgmM9shelJFMqXqgopKW0wgoXOgnd7ATWh6eTsXjJelBU4BZnJ3967V4La6xoKBi0knoCmkhK2R6LnpFxwRVSkARUSKmBKf0RsE1lQkPq6eshuehdYWEjFNyAVfUg1BOmBncxydbXorFQyqRAT74/qMALlYSLj1joQ883BFh15nTG3G8AmExQu7nL3oxQ3SoNJJaWYJxmKxhiSqK/ch5Lbw2Bs+usq+0I4clLKM8smxHWEFpVG7UgxEr4lU6oCTMvtMd6Dc1v3QVWunx4nN9AWQMahx7jtYBzX/HA4THTDTc5mVU7maN1t4/RmRwoPHvV+niIIRMItxvE8Il62+qB730iYLSes6Tu8hJHltKxxmRDleUjbckqa65ejwe0SiYIjk/1WuVwAhCZTNMZ4+I2lwk9Vj1tbXiryXhlWOghvbC2da1GNlSIESdgBUPGLBGVygrsk6pxPmqkey6JBCr3WKsxvJbn5lDq6+q0ULuFsNyJ36PJVLUHRWGRha5ljXTCMOnUk0WWWeU6HL1Txfu3N9xE9BwRfSP5c0JE/z4RrRHRbxHRdfl7Vd5PRPTXiegGEX2LiD7x7b7DwgV9oGlCQU+wxOtMqyXThKItHsGydcFqBlwfonGu1UtQfuo8mcSyjN2s1UBrZCCTmL4XzkXdAS1yEOx+MUOc6hdXE7DevsNC9qTiEkA8GNRTMUbHLDI61BuRxKSV0qqUQIo7A/E5aCib0AVNAjSlRikLZzCIVDs9dJKuJBAjooeRenFarGMJLMVN0yQaYFQyTd5QqxkbtQpNTJ+nyoH6I04okUA/WjBEWYaTDywhv7eP+VobR584C6x04faOcfSBNrC2wu9vtQTTD9DSZQ15XbsVqV+StONnEcXBaDBi2GX3AGc/v4PuN3Zw5pse9UMWwAqTKSjPMLuwir2P1LHzw8s4ftoBnoA82aqBkEoIhlzWtpc/AAtX1T3KOlCutlkqoNkwJkZadGPPVZsLiDgX8/KFd6xrry5tvbQhsKrxySEVptN4ICQ4sTk54vhQg/swWq5IKxbTvJLsacpzPnR1jzTqzOpoNmOErHo0sm+sWa9Cieow6XpO7Yom1sWB00IddRq98s7Fww/DEeBj7snyQcqIOrcBCP04TCaGCFCzYXvFNI00oav9P1V1k6oOmUKIRnn+blglIYTXQwgfCyF8DMAnAQwB/CKAvwLgt0MIzwL4bfk/APw0gGflz88B+Plv9x0WGiXGyXQDlMOsbAx9j6ruLYg6LWLcACp4sFZV6evGLQWiV5Xgojq0+qkihq6ZajvxY6j3yAKhFH5J2RwJf9R4rup5Jx6HeiOLeJ0fjSOWrweALLY0D6DX7aSxhDJS7HeEi8u/k3SplxCvAgHJXGjBgyVRgcjkCFENjl8P9sxs/vT5TR8RaUGM8rPX2FAOR8zk0GhJnolKmKaRGT/LaTzsixzLv/oitxkjYPVLD0DHPYTxGOv/5C2EZs20SqhIJWDnEfPVUDpOKF/ffA7XXeJIRMvJlzrA7gFweIzlr22xbO7asuCcJWbLNdSPAg4+Ocf4whw0ceJZi9ftQjTeBCAQF+YQAAe4scOz/3sfH/rPbyObAtlB3/IBCg/ooa2Gk1XnJtbaTJ+frmtzXCS5bF5sElUCiM0IdB4SJ8uwZ32vyBOzJ+6jQU2NlrRKC71e3GMKc+j6TyEZrUkoPec8lHKnRp3I9LPVc7eKRIk80pyZOSz9AT+v7hK0f6ddj3j/861tjkYOT1BevxUdL6kiDaMxe+XJIUbNJq8H6U7l1leZATQa8fe12xHSRGKw/wCTk58F8GYI4TaAnwHwd+X1vwvgz8m/fwbA3ws8vghghYguvNOHKj6anppOm4BKKFGpcFJvWD3LLLOkWKXqKo9Z2pT7nP6eZqyNe9yoQ6v+DKMryygbqd6C6jskODwAM252byprmbxHP9PCRllsFlIliVYLe5OEp3oKWuHmJHOPLLPO0ewpx+RQuvBVcMoSvLppVY8lSY7aIkq8JFNTE9pfSL/Dh9hkQTY+tZos1ZmEqMbiUXxRw0xNkKlnA4Deum9MBSuG0S48SSSVJpXNgGg0I4bdLXWQX3+QVFRm8McnmG60YTrOSXKWajUrEvLHJ+w1CVPBNFs6bWsOQbUa9zMU9gy1Wgj7h2i8von5Whuo11A+fQH9iznb5LFEQ4U3owwKwDzxtjxj2iFjVgnAFZg0KxG6HbhZwOCDZ1hHwxHT0LpLcogFS0hqEZRBZ5ljqGkmolCSkDWnQnIxFS0ckcblA2oaWVK6p1L4UaO+NP+i+LPAh6YkqDkgXYviVWvvSSpyOVgnce2UJXyvH/eyzHnMIcn60a7tsp4r0ayTJhMC23nVQ7l4ruL9cmGbRHqDAfxJLxYFjUYcoZQl53z2D0SgrA63scZr58wKsLHGCXMi5pY3pAhqZclYJiSNWypw6yPGd2q4/3UAf1/+fS6EsCn/3gJwTv59CcDd5HfuyWuVQUQ/R0RfJaKvzsLYPFo/mcSCF8ERDYdV3vFi1jXxmvX/unjMUOv3LmRrU+zcYI4kgZG+pwITzOdVT0ATfgv8ZAsTF0O3xTBIDi1Sw+qcsTns+xO4SCvUrPekRi2SuAkhmMaJEwU8LTpS6KbCphFcLi3XXSyE4sOSYjSgobjebwhw7aYk8tiTp2aTO2ArY0STyYl3zKGrXIuoJxrP2IdI3fKJcP0siSL0GUlkYNcqhsiSvDJ/YTyOWOpkAnf+LIrfe5GTVe02b0r1pBTzN9xeoTmOEvxwiPGz54SnnCPMxXsTZcPy/Cpw6RzgHLLhFKOn1nH8TAv7n/TY/wFUur1rM2E4AIXCCkIPTApxEIDJhRn2PrmC+UYHvWsOrbt9uP0jPtAaDZQHh9Wkl48RWRqCG4Qo4kYWCWliW2EuNfxq0JvNeMAlFENLHOqaV119IBZ3aV/UJKLTdRcnlIyyanUC8znc8hJUJyUtnLHcmHyOGW9dI0l0Z9Gizq1EJa5eF6hsCuwfMQVUtEX42TlzVLQgSSEOw7MnU9DSEjO3HCEcHvP63twDtncR6jVu1ddqMQNofQVUeqDIka0u83eXXG/xXWHc8TlSDcCfBfAPF38WGKx8p+95aIQQ/mYI4VMhhE/VXNNCIoUyTL5RDaqyOmRR+eHQDEFa1++WI06mCYPKKMuK7kGaATfIQjx8uVBje2jHd6jnol6whv/a6im9T/UgdGHqif+oMEi8TqUppcZYoRBu3FrEz8wXqFu66RQ2ASKzYD63LLf9e/EShsPI7aWFRqhqRHWDLRhPAFaEoHig7/VgovFqeNUjA6pYdZGzmmCtxsJCSTEJtZqWKPMnfTMsUJkA8XaoyE3+gAuQ5pXD1R8dsxHqD6AKhaE3QLa+Cn90LMuGqvclOCpl3AVcO8NTowHXaaO+1TN96fLJ87FrUbOB/tUWBk+vcoeg6Ry1wzEG5x06NzOc+XrA8mup4VbOdmAcOwtAKXBJQBXfnjns/WCJm/9SE2uvzUH3tvn+dvZQ7u7Z4at/DH5Q1ofCgboOs0wq+Gqx2heIjpIm6XxVX4aK3LxeynOmyMk6rECfIh2sa6TCbspicjF+sDOD7BT7leQwCcwQ5nP40RhepWitO4+wm0S7Rx0hNdhWsONDlLGVCI/yDPAl/MGRRA8Rx9fkbVpN6gWSMgpmWXLzYT0U2mygVaY1bO7wM5J2fTQYxemXSNNrU+vvBuNOxk8D+P0QgnZf3VYIRP7ekdfvA7iS/N5lee3thyapdDOrR5tlEadKFpgZs9kcfjAyA6SSnxX9gtSQ2iKUCZbwp8K9lgVkLcsoEv6Z1xkrqGxYYiZWrulBYAqHWi6dJkRT7FDDV82oK/Sgn6Ner3h6i1iiPSe95zRkhV4SJ0k0urGQUd/ruapUqWJWvZZixu8wh+ZR61yq10NJKb16PYk3bIwegVnCdMryBeKFW5iumK0WOIkKYSrmZYp0Mi9hPo/qbEAsrlJYTQ+3sZR09/qMV6ZUxeCt4CIM+WCxTkAXzsK/eZuTgqVH9trt+KzGE3Q/fxOzjuP339tCtneCC18YoHYSsPLKCS782l3QjKKBBoB5smYF37Z/L+iZ+EbA4GwG/8QFjiQ06lJvOcmfWMm4MpbyJBrUW9U9odRbgY9SmCslEoQyVvqF6ZQ9ybKMjU/k/ZWGu6neNRCj5RSG1Ki0KHh/K46ta1LWUJjNWfZCqboGlRS2lly7ZQl6y0cp1FiPa0XXGi11kK2vYvijz7HhVSJBluxP2VfZ6rJ59gq5GvNtNDaxLVuDMj/UXbLoxD/YskbefjKBU7rpO4zvxHD/eUSYBAB+BcDPyr9/FsAvJ6//BWGXfBrAcQKpvO1Q5TKjEAESzhfVBEUamgMcrkjCzmr+xQhGTzH5A9hDNxxdX1f2RBb54Vb0ogYwiMaytizSSkOgSu1RqEC8ZTUmfjSuGkA1mukIQs+STVfpal0U8MpLTXBn124+nOVXNo4YdOsmslA5ukjJc81GzNYrhVE3exaZAObBKPMiZR8khxJXhEWN5TQs9pMJb7DJJGLbgCWDbA61EEfuF0Rs3OuxoENLs0HOhIVUyJ4yxzCC8oKFWeB7PW7KoBDMfA4sd7isXQpALGEtSc5w7YJBOrh5B+6pqwh7B6B6DbS2gu1/9XnGvQdDYD7Hyj++Ho3b8QmKO3uYLBPu/PQKjn/4Etq3dc0Q4KnK504HyZ+FcfBDM4TcwT91KToCCcavkILmHR5ab4AVZ1UgC/OKQ1wvCxEl1RNoJE3Ka+6pxdBZedJPchkxv1SBPWUdsocccXPK8wiFLOxl125JV3Zvjo5rtXhNWIempBdrglvbPSZQLBHB7+zB9/pof+sBU/5Sp1FzAxpNTGe8hsV5sMIddWBKj3JzWzD9WHjk9w7gj09Y0VDhV2Hr6Gd818lJImoD+CkA/yh5+b8E8FNEdB3AT8r/AeDXAdwEcAPA3wLwl97FF8D0MbRbeZ5XE2364JT+Rgl2KWEFCy7JokhK1412J99l+F2IpbQAKslGAIk8aahQh4zOB1hzYRsJVAHPZdtWBSqerH2Wet8CiSgMw4cHexgmL6lUpJJLce27IIk51XLQZyWZdatCLQpLYAIQOKJZKbNFEC44OfN2jD6lRQtSDamURfXQXLvJMEuaENSNKrQyxcsVjlFDrQUSxtjQ55nqHE8mDJVoxxbRemA8OhHeL0v2xAET6ldv3g4UcsZFd61WJclJ7TZweMxUR/W00sRznmPwRIeTT82m0SHDdMqFPP0B3AzcwV6Sx2EyRVhZYsPeaCCMx1h5s0TZADpvSjJMmSQkfSkJjGcLpg2ReLWkZYAV5NA4w/hMA9PVesSwpcLRkt5Snq25C4ODDPZig6uHu0JPaX4gVdTTZxOEG27JSZk3/YwwGnMCXQ4N0r2ZrNVUHI3yHFmnzZGTJj0TmEPXaUqxte49llT1Vt2s6yKtDzENIZ+8TxP7LsKrod9HuPOgQpcFAFpdYUkF1SPX5yAG12AhOeyMHqgQbXKwpe3iVDpD2V7vNN6V4Q4hDEII6yGE4+S1/RDCZ0MIz4YQfjKEcCCvhxDCXw4hPB1C+IEQwle/7RcQDPNRSpNfNIimZVKLGJkkE+0UF2Nl4biGhUkyzZJ72UKxT+qR62VlzoRfKsUqknRZeEbRGOu16R81zpoQTBdh+n0S4ipOaPzz9L2PuE4+pFyETzQyUdGr4TDqqaQHoT4TwJQUXbcTvUv5bjvAsqh8ps/EwvLxBG51VarxEhaNLkxJImlBjFEb5TUruJHkYnqtlsgUnB5EjCkXtSpNTZJMLDM7jT/LhZGgGiPafGIBg0VddD6k/HtxuG4XWF5C56Vd+KNj9H74Kn/HcZ9D6tEYKD3WXhkwr5oIYc5rxr/+Jo5+8llMn72I2fNX0P3yXSzf4MTjys0SbuRAU8e0QIANtkInKVyiO5ZgVZXZgEvqd1+owX/gKvo/8TxXHbabwJULjAcrzBCCNeNNNT5ioi4TtgyxoU/olQBsDRgcUauxoVQjq9CiYuLqoWr0ajonFNei4vGUMJx0TylbZ0EKQnMbxrDS6FYErYxrLvPLVbQ+7kNhnFW1v5MaDWWbADFhL9h/eW/TnqnuBeXG49xGhEOT5+HlALP7UEw/9fjleaij906mm96ucu0PcyxnG+HTrT/DHpB4XYpbK8PDGA4pK0QSLWaIdGK1R2TK+JBh+HaKCdvHhUqis5J8VI6zlAMjMX5IFo29tsBkSRN+9j168GjCCIifL99pI71OvWf9jiQ8Nq9Ghz4Pkbo1zLFWgNuNTeNrEuXYok76D9qzlaTn2zFjKnCUGXr2glJNE3uuek9zFjRKpQvgfWxCLJ9phQ2qi56uiWaDjac+o2aDPWvlx+ZJ81uAaX4iSAWA8W1lPGhjWvk9qEhXUTCjxXNVqFtbYdybiN+jHO6yRHnlLLJ7uwKvSZVhznrWmJcI3TZoOEYYjLD7LzyD/Y97uLGDmwPzJfH6tJoyQLxwfdb8GnnC+tcc1r9+gjt/ehnLtzxWf/ONikhZ0IhRWDSmeCgJXGpwAs8tdUzSFpDEsayHip3QNZ+5OKfJelAJVGZbTB/6PVsrQMxvaP4mXSM6/yq7kO5N+Qw19gAeYkIxz7uZsJJ8dK6AWMCjHjgSGC55n+4bi1zkdy1noPh6nluEYVBNYmNSCLgCv8p3LCYkvzj5f3Bc7j0yQ/md0gG/d6MUVTwh/FtprXoDWRYxacBOzspQSGJRHS/54wcjxtvUC9aTUcNpuRZdiPrderpbqa542OppWzn44iCy5IolxvTa0uapSWWaZpUt3FpoQFzxbpJnYNWN+oi0QasWKeliFPjCyoOVHjVnfW+DJvRzlQqnIWRqXHWkRhuIVE5l4ti0JYtVveoUylocPtFSTz22ZNgamc7k58IaUG9K4Y4UFpNEI7xHubOH8uyqwEA1wGURRlCvbTQGXMYGWA6SbGPNGCcA+PsS4+KOBgizGdMhr12Ef+YKjKWQZ5ittxH6A0xeuIqVN0ZobGXIR0Bzi9hIlxTpgovbV1MuLqB+7OEGY9SPgFmLuICoLGMuxosoksrU5vHQU89SdavTeTUtnIV1bX0ogepBDEQoSg/3dKgjolGhGjZ1aHS+XMTZK7ITi9CJzL3lYGSYnXBkuSJz5hIYU0XjFN82KFFxd/WEk7yaabvLM/YTae82m/Pzc65Su8HX4WKuAAt7YCF6rlBsv1uM+w9lKPamGzjBhhSjeqQ2SfqaTmAqVrNoUIqcMWLFmADDjs3TRZx8w590IepEyjVXymwleWfSjIkXrf+3xZwuJMWRBf92UjpPRW7hbeUegcRYlFacUnk+FKv8jIeqEp1p02NN/qSH5bzaYCFl6Ri/Xp5xJUeQslyEtqiHnSU7FfcjsuvRhJbRE8vSOLMAqsJamoTKkiy/c5HCprrbgnXq/XPYLc+eYrm9enp04w7P4WQSvWPIoaX3qKXwgEnOVoZEc/PL6+h/6hrK1TaouwS3ugJ30LP3j57ZwP6PXETtxiaQZZgtZShbOeqHgM+BlTfngBekJOCRyUqaOhaemhM6twfAcQ8X/sF1bHyzD+UwG8YvTA7XbsbDT9e/0vFm88rhaXx/9QzLyJqKuiZJlxbdQ9o8WSGWJKlvQz+ziLRWnzo+Po1A42fZ/lR4Qguk5GCu9GZ1cf1UxOAUkki8bIVSTE8oISsoOyce/kW8N4qUS80baIm/MZvUqdDr1aJAddjEPqk3b/kz+i61Sv4whkEHPgmJEinQCqdUfyfpo2fMCMGujP2gk6zG21qaiafxKHqbnuRSrajylMZWWWSo6N+zGXNaR+NK37gKXqr3kUXpSVMsTEfi6RnbJlnIqedi8Mt4Uv0IDRtDrCgMqlSWqJXZs1v0oIEYuSimLfOUslwe4sTLdaVQhrES5Lkq9OWHQ2mhRdWDWqGKR0BVBnOoR6bXIT0ybU69hzZngBw0D3GF9VklBiu2qEpgLz3UZXhhL0EP9US3HUE8OQKywwEwmWLyzDlOWt58AACYLmVo7pcI8xLh/DraN05QO5zgwuf2sHQbqB3PwB1vArQoh2bMNiEvXriL2t3uaAAstYH5HNnOEUJ/8JCTs7g+9HqDJqRT3HXxQFK4sozcbHt2KQslMYYIPuZI0naBOjfJXjd8uizj69qMo1GPzCPzyJUxJa0KvTdGx0N7KbmHlHqrSXbzvNWRyhLWlDyjCm3yUVE1kECfbIAVqtJcjf17kZ5sTkgW1/a7GI+F4daTKqp9UcSVNGRNTs9IbfLRG5NTzAzuPDJC0kIRMw6+qsNt5H0pv1UlM9VlsCazeqgk0AEAgzZMG0Ku17WbEXer1ZjnKoaNajXOtid81/TgML1juW5jeuj3CpPGvOgQYQX1PkwGM4UbioSPnnhEVpSjCzvJEaTMlrSwwyrX1DNS2EVlREMwASgAlQjFdbsRkskSCicg3VSceY96AIfSR6ZGohleqQxN+hNSljGcIYlaxdGpVkStbcA8Snve0hzCOqTP5gbDuFaLD+jDo4fwy1B6ZG/cQefFLdB0hvLiOvZeaAAXz4JWusByB92X9tH80g2uBDzqg3YPWO85dzjz5ROQDzj7ZYDmhGzA15MNHTq3MtCUzGDTjAAP7P+R81x9lzmEw+MYaWpiT/ZPeXRsB5oJlckaoszZnjCjr8lLHyMXxZWRvkfXVpq70T9BJBC0AtGSlM7Wkxo3t9QxY62frWXmpnwpjopGka7Tjt+bGEijPiLmtWyvJlAfSb9Hc1I0NyP7g3XMXfTEkxxPKqhlz0j3sxrosoztBdO8mDKWJBFKNXZUK5Eg3n48FoYbQDzpVDtYvVylzqlB0ASBTnarhbfDRys0QvljHoFhW77iTWn22fi+6nEllDHzShLcuEJd0iSg90Z1M0pZahDTxBESjzXxzG3BpDieesjqAWjWWzzZSPGaxeSNnu7yXLSrTYUj+3ZjFisv08Qn30s112DGL3lNvQ+DvCTj709OYgHE4tzValwENYu8fvPakxZtJlavnGu9Jn2/Yt6aqddDEmCDXkZGhel4eC8VeplVs1kEIfNT8TL1ANH+lj4gHBwhjCfIdo5w8X95Cdg7RMgcsH+EcPeBNDwQD28+B457oM190Ktvori5hWwasPIKgQA0H2QIDjj3Vc4VZEMHmgiOPiEs3xiaQVbvmMWLWpa7gHNw0pXe5E814hJhLI1CnXTMsUYGVhsQK3WtD6RWHyZDBa4ARCaWdmwiQkq5S3ncvtePzbgpYsoWWWvEXImsgnnplURg6U3LO4yrmtgmbUGscPmQl+5i0t4kAHS/FZHWaNBnigSkhUqyvwxGKaNd0PdUxOUAE4DDbCFKWRiPh+FWDE2LX4SnbR3SE8OoDA29ea/NSx8VZqhnDFS82UWMKQ33K4Y84VvahKjHkXgGYTQyY5UWxsA5wfxChdmgCSzDksUQa2mvfoe9V72B9GTPIn0qXURWbCF4nEUdPsEjZeNYGPptBG10sT/0Pp8kUoz+5MwrYc9FGl7Ua3EOpSjJddpcqaZRQTLS8NTmNsm6Ry2SiF2m3GBKOOHasTxMJubphMEwYUdktvZ0M6UiSg9VkJYlaGkpUuHkO7goS9ZYq8ll9ZOYbN//zPnYN3QyYYbKYIhYkVmA2i1Mn7mAvY86+IJAJbB026MYEGjqQSUhHxDIA9nYgTwhPxoxe2Y4ZIiiVvChlzgASmdT79M8bn2GknMwz9V7c5zCeBKjpiK3ghc9dFNKnR0I4lxFDzzmmhZ7YOpacq1WRaJAu9Ho52trOXN4NIcjOvBhNEq6K82indADSrnbeui45J7TYdFE9JqNYSTNJyyiTiSj099NFU4rbdLkeu256HMzjneIkc87JCcfHzpg588+Ep+q4LvJtVZoYY+gi9m/E08TgIXv9uD0JE4NvH5fSgtUbDn5mSY4rNt0CEl4VoshUWI4NbzSUzhN3HHLpCJ6tnpNCxnqCrQk3bmNxaE0x9TzTxfm4qLUjarhb/pevW/HWLEz3QcunTd6k+p9JxhomkcwoywLknVmag/RySqRR0rfSudHXjPDuEiZlEMibcZq96Vhrh4AiXRrSp0DYJrf2u7L6GlZFiEEYs76Is3RKGIA4DLuUn/cg796Dr6WIX/xJr9vbQVhMALl2gYsM5rZ4CMX0Lzbw+5nVtG5N0frxj5oPMW9f/kqLvzuMQ5e6GJwkbD6RonlL9+v6qyk3ds1Akifqc6tzL3RJPMcymO39a+wg8r06hxpxKmHcavJydvkeS7mUiiX/qXp95oqaBHzQakOe0obFJjQktZJ7sEaeRe5zYst4zLuA50biwJTOqJ6x0oT1P2fRLYVG7NIMVRvOoGOLIJbSOJabqr0MZLRiARsP75w8ks48fuPNx3QNBRS700ZB656ymlmPMyjcI0+tFQ4STnJBmuUZWxqWpa8OUXlzDBmmeCUZqTeq323nuLyf98fPJy00BA8MfqWAVfvNenfZ9KVzsUKQsXm08NVk2w68aNx7OQ+nsQDQzeoVoOmf1K6JBAN/ALNzjD1TPsITuHazfj8JNLR0NYKKNLkjo/GjMNKnyiuRQZQWoxTma8FyqNGSv64VzUOOjeA6JxU220BiJ6VQCgq55nCB4afioFX5oQpw+k6TI229XOMSVxrQOAI2NoFVro4ebqNgw82mT8eAsJxj29JikYwnwONuiTKgOnZNtZfHMDNPEKzhlAvcPFzR8h2DrHx5T2sXi/Rvq+9Wgu45W61k48maFMmU/qsUofA+wiZ6DOXew1ScVkhAiSRHwD2+GcRpjLqbBr1hmjUUpoviKpJ7qn09kw8XoMwNcoVuxBElladHf13RQYhiVZtbiSSS2E4hQ9NSE33izpjWSRQpMyntBBH7YsxYJTym8K0GsE26qDMWd5LmWxaPfkHJTL1vRuuivWmGLFtBuUkI1noSGAPPTUlIaIGMoxGrOAlIXrFwCodCdGD0A1vxlMxYr0u/U7EE18rAXWR2KmptCGFV3z0zKzwRY1G4umZx7NoSPU18X5TzWkVVwpyOAEwpTzV7YgZbGffa95o6uE7V2VK6ILPsti/DzA5S/Oc5DvT37VKS2hYmbTIUiGx5CAyHYgUV0zhEjkAbH4UVtJnLgdCGAwtX/JQDiEk8rApRKfzuHCIEXGjWttMs7l5jnZ4yr1rDoM21vjZjcYY/thz2P/hM1j5x9dx5itH0RssS9BS2zxN//QlnHz8Ao5+7AmMVzPU7x4iu7WF5mtb/P56DW73iNfH5g46t4cImcPkmbN8cDdkXYph0oPStDNSPv9iNCb7wxLMLpkHoMKy0eSkRb0arUliMCifXof38YBfNPh6SAPwo5Eln1WrJuoVqe6Idh2iCu3XiTCYiU3Jc7C1mDoEMoy/PhpHB03fp/Pvtf9krOkwrFt0lczplOfEkg6Jtn3yvAyilTVlzzbLUKqY2rsY+bd/yx/CEFzHJxitEe8ly22ZZg1hBfj3k0kM2xexJjmhnTI1NIEBWTjyWT5JNlU63+iEpCffbAZoaawa62Yj9t9Tz1zpRRLemXodYNifLXxNfKrxXISM0oUEVI1LGdXI7P61tZdwc0N/EI17LXrbllCdxeqxSmUq+PDxoqWt92cwiFbVqS4FABiSlFS06XsUmtJNS/TQfZmnrVGWHhxlpH4q7dLm3cXET5A5t1J8zS1kjivbFio+zYumyMG171Uv0xGcQialFgyJqH+zwc9Gv0cPde13medofeEGWsopf7DHEYF4pOVqG643AC21MbjaxtKrB6DJjLFxUfvzvT5O/sgVrPzTO/GZowZ36wHCM5fQv9TA6pdmoMNjrszMkirjBCYhIqDdguq9AKiE9ouVe/psFO6yfIiINpEjoEwORF3bjbo1ywXkQBtP4t4QnNm8bKV65hH2MlowEA2+c3wglFX4zKAezfkL3GJyzGrAdY+n8Gmt4LqOFCbTa8wyhNQZ1Geja0X3bQKh6l7040nUFJJrDWUJUkhU5aglp6bPyzj4RMA7iHE+Hh43EEMxoHIyG96bLg7FjBJcSg25bW7RU9CwJ2V1WDioD1ONVWI4jB2RZIBTtT8zxs5xZVwSnj8SI5cJse/W309CNfMc04SbLIQKlSi9RvVYNdSX9+tnp9zRxQSu4ex6EKm35X2FZWD3pDivFLuY560HQeohS1d4S/rpQdlp85cvGGYNQdPwGeJtabhtuibCGFCPzPBNaRihOHyYTjnagHihWhgiHryVg0u+wp6TUsH0vlVHXMN3OQT1HsIkFqVYlKXPRzU5GurZeStS8f0B0wDHY2A4wtLnb8C367FMP88x/MwHQK0mTq6JnK9g95QzzTF7cxMrr/UjH168XdUmrxRPlWVkiugcIDFkGlmJI6PPxsmcVSJINcq6drQjVbJXU8YPtVu2zzlnEuFGPRhcpy2wRlynKT0ujWpTaM8opEJUMOdL97cWgukcq1PlHCeH1ZFInSeFcryvwHUV+rG+X6M2PQBmc26pps5LCBHSzbJKFAqAKy+T5w4sHIaPGI+H4dZkmw696ARTMnlXhQESZa7074g1CgacdloGzKO3kYZGSo8DDH+1xIZco1ZXGa1MjaiyYFSYR0/pFMdTY6v3Jkk/g2vmc9voBk2ox5nKZQqWlsJHfO8uUhUXw0n5OQAuWtBQdx7xQSpy2xQpc2cxErCuO2oMBDIyUaCZdADXZOQklgCH0Tg+/xRLBczb1XCX8UNvMJOF93p96f2WrESn7y9PuDVUGI7isxlH5TvzOsVYxerTSBms5E9mM8ONrXVavRaFmIBqrkBVDMVolYdH3Dk8yxB8khO4txkTU0WBbPOADfl8DozGaL++i94ffQZXfnWX8wPSAm7wiSuYvfAU/OEh6PXbcp3MKGF1xyo0oZGK4q7aMJenoQpr2H7RauXZ/KH3mDcvFaQV5Tvdi0iiXJ23MtGt1/eKaqMfDitKgYuVwOqwhbk069BrkrVh86BGV71l56yqVdekHa6KnSfGu1KstABXps8hhMAidBKtamMK7owTIU1d2+ahi70xiFA8bNdqVXJo70QceTwMd0jaDKWeXL1mdLggvFo7zdXQywNhT6y0RIoW4FhfRGU3KJaVHg6AGRDrvqMefaNeTV4a5lqlUZkXokZXP1M9yaTIxu5FIA37LPUoFHNV45+EaUYnk6SHdVFXw54kUa0CFYjQSaZFOUWMcjRxqMZMPFwzxroJGnX+zjSSADjq0ATtgpFXWdtKkjnVd9YhhhV62BbRqKhxNnhJ6WSaYNU51PWRZcg6bZSHxxYCkyRaDUNXSqSKg+m8CM5O9Xql3L3SkisE9orVUwpJKA9A5QeUTx1GI7ilDubPXeHfV/lQnRfF+jU5KLkENBsol9soTuY4+fAaG+PZDJMXnsBkOUPviQb8D36Y90lZIlw9j/LaOWbVjMcJY6NmkYl5xmqg9Jr1sFRIQecyJFRWhZ4ELjP4S9eaGkB1FlIPcpZQXwH2ruV3XLvJf2tRmK43YR5FmETF0RLvVw/95LBI97IZ1eEoUmeTKFQ556EsWSMojbbVEQGstiRNWFIuUsR2ADEExJ6/j4VDuk4XbIPlYzQy0Weq3jfefjwehhuCrzWbkTq2gDdVaGoaok6nCJI0Sos8NJmgnVFSrnN6klNiYNLPVsZJfLgL3y/DqqrSa1Vcbs6bxCADhUAybnpgZcYLmX3IAZR62ykma8UNCh9MJoalUoKpmeykHnSjkYl4mWZwCqVothyIEURZhRZU27oCFekiSwuM5Dmk/7YwW34vrS41bzpJCGlUYywOhYRCeKgSTnXHdeNoYi7TBsXCIjHmjXjyyv2tbD7FsjVhXJZsvNXQ6uERgqnDWdedBI5IR5jNgekMxe1d6aDuLclmUI1zQL3ORngygVtbRej1EQqHxldvYPlL3ESq/yNPY++FOpbf6KO9OUPZlOT4uQ3Q/R1khwP4jVW4Tts8P9NJByLmLfMc116QfEyEIA3i0oS6OljpSCIgO+i1AlqdBIXgxMsPpTevNuaJmtWo2+CzWUymatSjbBL1rENyT0CMnrOkMUQSSVSKzrTWoSyRLXcNFlocFS2gRaYTYJGr5pWUlmmHQOVZ+6rNqHzPI2zSI8ZjY7hTjNMebhlPWjMUQluyqkrFr9WDstOWG+maUph6fQm31IxW6rGJl2G0o8RrsXDM6EUhGlZ92HJKmyEbjVEZemik2W7FcxX/UoOhRguwaKNSvq5ekfy7QoFST16ZJNqJR7yAijezgAtaBEGRx+tVMB/gkK4oWAa0LGP5vOLlYoBdvR4rUMHRgmLcIZ1bZUDoZtDrTZkqmSZixUNstWIiUTZfGu4a+ySprKV22w7mdDOrSlyYTq2Qxr5TvV+F3srS1ppWDFKrCWtNV6tZ0jVMp6ZnAkfwe/u8dhVKK0vGQgErxPEHh6A2qwb6jzyN/MEBvy487eYvfxntLY/xuSbKukP9q9f5kG5z8xHs7sMd9RB8UrjSaVtjEb1G5fsTEcMIAqOU/UH0VJMKxTCdmrH1UrykToBGetbBSL15XZ+OIbswmcY9gyp+rfUQRFFN0w7yJIJWp0K1rR9y9ELCj16E+tSOSMEcNRsVlhQgeLPuhdSzLwpzfOx7ijzCjuqcuIQWq1RfXWsaqQN2bdo4xiBZeR7w76zH/XgYbkIlDLGO0gvVShr6c3WUhEiNegWzVm9by2RTvQ+n4W9KdfK+esLppl88NJQ3qqGMeub6Z0FKVk9fG8mEmQiVeCApVOLfxtBbFZYmOhUrVyPknDSpnfFGTT1UTR4KC4cNsrdnmCYBLckp7wVQgZ9QlpHZoMyOhZJnnrMsfpYo1amBNHwyCaWjZ59ZOGuVeeNJBT7h18aRq6zPSA4vPfwMEtNNpOJQ6j0mHeft/Xr9zSZLvALxsFSYQa7VLXfFk+drcM0GP1cXZUGtR6Xeu1Rb6nO3XEYILAHQbMDvHwCO4CZzhH6fPfFagfmzF5F9+Dl0f/HryAclZu24Ht3WPsMBM676RFJmnUIiFiFZs4CSDSqRUTkNvlH4QudFIp2s0451CbK2jdOcHMDUbPKhkqzpReaGJUYFQlO20KPWkxrqsIhD6/pVJyzLrHTc2FeaWE+iCK7ajXUOeqhWpDaKwhpB+9E4Vm/KwZitrFSebRhPYgcb/fN2QxxCP5kwXLR4zwtefeVX3/5T/xBHQNRXsP6FwhKhqHxHtdjs1Bgd/YFhxikmzBuv4NJk3cBp0Y4xAiYxpEeaCZcOGmqMfSwBBmALtYKxqqecGFMbiqmV0WBqJ2pNBPnh8KHJSqGM1LNXPFi9XSvpVoEsuR7Dl8W4KYXO9LgNl00TSsJM0G5DKaSjUNBkAj8YsDDVeOGwketWAxDKknnV8zmH/6Nx4m3JJhcPN8y5czd7aBNjvaQa0Hb/6j0mhQ36jCtMofRZqgEV9kJq5CnLQK1WnMvZ1J6F5gCUpUINoYDK2jKusU9yAJn0XFQHRGV6S2+vhV6fk47LXY5kANC1y6BmE/6br4p6ZIlw5TzctMTBx1cx+9GPoDgaY/nrO5bcC5OpRQpcYMIHja1Dxfo1YlzgWQdpWeekXZklorUoRfBXajT4AFMtDYFW7BDVpJ/Mi0U7C+32dL5SCBFZBtftVJ0Xxbx13aca8i46L6kOiLW5y5I2bXqrmhxXR1Bg0TCdxoa+iutLct8LndbV61b4pXu2PD6JzxQwtlJlL8zn8AvwGcD2zPd6Rrm1g9QgmYd+xcbjweOGbKoySVotKGXZwpBJ1nDEuLyzhOZEFNt1CRdWE3+2aMtIE0rLV7V03LqxKOsh2YxIKrMsUahDDb0aOw2hgmeOsZQ0V4yO3C8lidcKa0Y8EqM+yjOBc6a/oQpkypM2jniqrCbYspbdG7UxOWCICNRpxc9tNrjSTyMLgaZUjEi/WyYxhsfeIzgXC4X0YLW5TiIboKLnYGGwLmLngGmi6KYQCWAHDAA73IzKpt3J5bseylXodanRzTKQZ+qetj4j1R7RA3AuSfPgucxbDXuqvwEAerBLBMC4tuQCtAtTf4DwkWfgNg9YtmB1GeHw2ESosmefAo64p2bwHlufWUHRD/A5ge5tw/f60hhXIKUk0Uq+jMUq3ltXmqAJR2XraC5FoR2XUGyzjG2HzCOciDIlCUnzmDVaVnhBVSY1/5FlwAKX2zzuxBkwBylJ6EF52sqdX/DsK70wpWuPap7Y+pN9zPmMJNmvujkixWCNsvXn7ZY1ywgA/75cXwgBTh0lPXyUIKBROtgpVa64dQdqNhAGw6iRL7aEdI2WJcI7dHp/LLRKiKgH4PX3+jq+R2MDwN57fRHfo/H9fG/A9/f9nd7b4z+uhRDOPOoHj4vH/XoI4VPv9UV8LwYRffX03t6f4/v5/k7v7f09Hg+M+3ScjtNxOk7Hux6nhvt0nI7TcTreZ+NxMdx/872+gO/hOL239+/4fr6/03t7H4/HIjl5Ok7H6Tgdp+Pdj8fF4z4dp+N0nI7T8S7HqeE+HafjdJyO99l4zw03Ef0pInqdiG4Q0V95r6/nOx1EdIWIfoeIXiGil4no35PX14jot4jouvy9Kq8TEf11ud9vEdEn3ts7+PaDiDIi+joR/ar8/0ki+pLcw/9JRDV5vS7/vyE/f+I9vfBvM4hohYh+gYheI6JXiegz3y/zRkT/gazHl4jo7xNR4/06b0T0PxPRDhG9lLz2Hc8TEf2svP86Ef3se3Evf1DjPTXcRJQB+B8B/DSADwH480T0offymv45xhzAfxhC+BCATwP4y3IPfwXAb4cQngXw2/J/gO/1WfnzcwB+/g//kr/j8e8BeDX5/38F4L8LITwD4BDAX5TX/yKAQ3n9v5P3Pc7jrwH4jRDC8wA+Cr7H9/28EdElAP8ugE+FED4CIAPwr+P9O2//C4A/tfDadzRPRLQG4D8F8MMAfgjAf6rG/n05rKvIe/AHwGcA/Gby/78K4K++l9f0B3BPvwzgp8CVoBfktQvgIiMA+BsA/nzyfnvf4/gHwGXwxvgJAL8KVlDYA5AvziGA3wTwGfl3Lu+j9/oe3ua+lgHcWry+74d5A3AJwF0AazIPvwrgT76f5w3AEwBe+uedJwB/HsDfSF6vvO/99ue9hkp0gem4J6+9L4eEmB8H8CUA50IIm/KjLQDn5N/vt3v+7wH8xwBUHWgdwFEIQZW50uu3e5OfH8v7H8fxJIBdAH9HYKC/TURtfB/MWwjhPoD/GsAdAJvgefgavj/mTcd3Ok/vm/l7N+O9NtzfN4OIOgD+LwD/fgjhJP1Z4CP+fce7JKI/A2AnhPC19/pavgcjB/AJAD8fQvg4gAFiuA3gfT1vqwB+Bnw4XQTQxsNQw/fNeL/O03cz3mvDfR/AleT/l+W199UgogJstP+3EMI/kpe3ieiC/PwCgB15/f10zz8C4M8S0VsA/g8wXPLXAKwQkercpNdv9yY/Xwaw/4d5wd/BuAfgXgjhS/L/XwAb8u+HeftJALdCCLshhBmAfwSey++HedPxnc7T+2n+vu14rw33VwA8K9nuGjiB8ivv8TV9R4OICMD/BODVEMJ/m/zoVwBo5vpnwdi3vv4XJPv9aQDHScj3WI0Qwl8NIVwOITwBnpt/EkL4NwD8DoB/Rd62eG96z/+KvP+x9IRCCFsA7hLRc/LSZwG8gu+DeQNDJJ8mopasT7239/28JeM7naffBPAniGhVIpI/Ia+9P8d7DbID+NMA3gDwJoD/5L2+nn+O6/9RcJj2LQDfkD9/GowR/jaA6wD+MYA1eT+BmTRvAngRnPl/z+/jXdznjwP4Vfn3UwC+DOAGgH8IoC6vN+T/N+TnT73X1/1t7uljAL4qc/dLAFa/X+YNwH8G4DUALwH4XwHU36/zBuDvg7H6GThS+ov/PPME4N+Se7wB4N98r+/ru/lzWvJ+Ok7H6Tgd77PxXkMlp+N0nI7TcTq+w3FquE/H6Tgdp+N9Nk4N9+k4HafjdLzPxqnhPh2n43ScjvfZODXcp+N0nI7T8T4bp4b7dJyO03E63mfj1HCfjtNxOk7H+2z8/yBBwxXan5XOAAAAAElFTkSuQmCC\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#plt.imshow(zapatocaImage[:,:,1], cmap='gray', vmin = 0,\n", + "# vmax = 250,interpolation='none')\n", + "plt.imshow(zapatocaImage[:,:,1], vmin = 0,\n", + " vmax = 255,interpolation='none')" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<matplotlib.image.AxesImage at 0x7f5be873cf28>" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAW4AAAD8CAYAAABXe05zAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/Il7ecAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOz9aaxuW3Ydho211u6+5nS3v6+reqyGrVjsJJGSbTmO1UGOKQmR0jgxkRgg0jiJECOAkD8OEAQIYMNAbAeyZDuO3MCKbTkyA0iUFdmSooiiRJGiSFYVq151r7/vNqf7ut2stfJjzDnXPq9evaJtlXIJ3Q3ce875mt3vueYac4wxXc4ZL5YXy4vlxfJi+c2z+P9/78CL5cXyYnmxvFj+qy0vAveL5cXyYnmx/CZbXgTuF8uL5cXyYvlNtrwI3C+WF8uL5cXym2x5EbhfLC+WF8uL5TfZ8iJwv1heLC+WF8tvsuU7Eridc7/POffrzrk3nHN//DuxjRfLi+XF8mL5h3Vxf7953M65AOBLAH43gLcB/G0A/4Oc8+f/vm7oxfJiebG8WP4hXb4TGfdvA/BGzvmrOecBwJ8B8JPfge28WF4sL5YXyz+US/UdWOfLAN6a/f02gN/+4Q85534awE8DQED1o6twCjh5M2cADvAO+PCEwMl/KemKAGTAB76XMv8OAXAO2QHwDm6MQIzITS3fAbJ3ZZ3yawoOPmZ+z3YIuLEjznEfnezf/GPz/UeGy0B2s+3o9/TvND+u2Spkn1zi766sEtDNynezl69nINWAi/im83Zj9Xm2DUD2UbbxrZbZtvERn/+W39fXXPnujX378DnR78yP1ZVjvfGmXcf5+x/efr5xH7mUZ8fuynZuXMj8zcci+53DbFvl48j+5vrKPuWPPL/ZO9uXbzpPH37tI++xchpy4BddyuX1D91bLmXk4L7p3Gfn4GJmCpcAlzPvVz3Fcm2yrOPmdco3j0OvB8p6+B3Zjszus1wPB/B5na/yw+dl9rruj643eze/BLP9uHl+yjWRffim+2/2U47rxrOdZ8eXb354fk7mxwiAMco52e5sPTcOLAPe8zzkfGM/9tMlhrj/8JUH8J0J3L+hJef8pwD8KQA4qe/mnzj9w+WmiAl5muCcYwCuKmCaAACubYCqQt7ugJyQxwluvYLzHvnQw7UNcs5wTYN8tAScg9vskM8vkT71KqbTFuOqQrWLSI3nDeBQTn6AXeTYObjIhzAMGW7KGI8CXMwIQ0aqHFIFVIeMqXNwCfBTZrD1sBsyNh5hSMjOITYcGJDBAcLzocjB6YlBbLkuF2GBK3sgjN8cbMOQ0Z941Fs+pdk7jCuHepfhIvfx6pMeR28lxNph+SRiWHvuY+A2nASaFLgN4GaAG5ce9T7DJa4vDBmx0f3lceg6621Cqh38yIAVGwYGl4HQZ0wLz3OTea40wGUPeBlwXOZ2GJS4rg8HtOzlOxNwOPPozhPH+pHb8CPXPaw9uovI4DUB48ojDBlhSIithx8yYucQ+owcymDuUuYxTBnTMnB9AfBDxu5+hfYqodpGC4Z2vion18Cj2ie4yOPUYDAtuW8fHkj0eujrm4cVTr4+8DzoYfsSsHRQT3UJxql2aK4mxNYj9Amp9gh9RKq93Qu8LnovV/BDsnvPjxmpZpCx1+V6xMbDZcDFDD8lIPHauJyRgkeuHNwk604ZiBnQezpm5MrDjwlIGXHBsBP6aPeznotcex7nlLnfen6mhGlVob4aZwOWY2CU/XBThh8ikDNSLYmcc3AxIVUe4TAhVx45SKD0Dn7gNczOwQ8TxtMOzdM91+09UhOAnOH3E1yMyG0NTIkDSOWBnJkUeg+khBwCfD8CMXE/Vh389oDc1HCxfA4xIS8auF0P1BXXs9kjd40cb8TfePvf/8jYCXxnoJJ3ALw6+/sVee1bLxnIh57BWQO0Bu2mBsYByImBOmfkq2tmUSHAdS2wP/A7bYN8OMDVNfJuB3cY4HYHwHvk117C4eESKZQsINUO0AcB4Mmb9AEEqm1CGBL8xBs6tU5uXAbqVDPATp2Dn0pWPK4834tArJ08uECqgDDKjSiDw7h0GI48Mxp5uKp9Ruj5OQbTbJl3GDJ8zHx94H6Fnt8blx6pApoNv7u7F+AjsHqP36/3DPI+Mkjo+hgMgGbD4O9Stn0HuP0UgKl1duzVId04jnqbUO2TBeJUOUytQy3rTIHnS/fbT5KJ+bINZqUZ49LbgOAnnR7wnx8zmqsJ2XPA9GNGvZWAETXgc91hyFg8i1z/ga81m4jDqbcB0+WMcOA58APPgwWTBMA5BuDM9wFg+cEEPzCwAAwgqfY2yLgpo72ICIeE1MjAXPG+C32CH5LdR8jluvue95qLGcffkKAtCUUYEgOfc/x94Hltnw3wU0a1j6j2CdMilPUNiQF3yhbkUuORao9pVTE5SLBBVvcvy3XRhIHPA+99ey/wX6q8nLsElxjgs3cMajEDCUhNYKDzDrnhCv0Q4SLPA5xDlnOZgrd1VZsBvo/8NyUL2i5x8OB9mhisE+D7ideh4hQ0Bz5X47pG2I5IdYCbeN6uPrWAP4w8LynDjxFwDvWzQ5khJwZfPyag8pZx26wEkNmKZ/AG4IcJ2XvktkLuav7d1HDDiHjU8d5MGQge7jAyvg0jX6srWWfi4PIx9cfvROD+2wA+45x73TnXAPjvA/iZj/1GznCLDqgb2atZ0O57/h4C4DwwTcjDwEAfebIQAvI4Ik8T4DzyOAL3biOtO+SLK+Tg4c+vsHzjGdrHO9TbCX7izT+tA2/aKTFD7GTEj+X3+VQLkJt9Kg8cHDNvZGanzATLSdebPYySxcXZwzoB24fOsl44Zqnj0mM4dqh6/ZwGfH5/6pzdxABQ9ZnrnxjskYHuGW9SL68r5KA/wwi8/xMeU8uHVLPjFBymhZOM2KE68MGuev7dXkak4Gyw0WxZoQCXuC9wHACzd5bRV305L37KSBW/lypng0BzlRCGjKn1iLWzgUWnoeOaA1KqHbPgKWNcKF5UglFsHGcIh4RpIUHWOyzOIyAzAL2mXBcDb7VjpszgJDsrGWZqnAVbhU38mG5MkVPDfU4174VcMaPT7JgZYrneWZKJ2IVyHmQw0Ourg4Q+zKlmgJsW4Qa0EA6RwT+XYJskeIc+2jnwIweCVMv9nTJiy8GHMyQOBrotF5mF+ygDlgODZ+R11p/19VieGcvkE1/zZdbAYMvtQGZgOXh7zw8SCKdkQVivbw4esb153C5ljCetXc8cPHzPJLC/VSOuavgxMhPPGat3R6SmMhgjLgRCDQ6pq/i7XFtMHMziukVqKw4MlcSGnJlpV54Dfc5w48R4MjL7R+WRmxrVk2tk7xnfAOS6AsaJcS59KFi7Mmh/1PL3PXDnnCcA/zyAvwjgCwD+o5zzr33sl7xnYE6RP2PkwcXIYO0cD9Dzp1st+b2U+XpO/FzOQIyIrz9Abmu4dx/zpHiPvGjhxgn46tvIjg9SGBLqK94gLgOx5Q0KCIwgeJjvmYmEPqHaJXlgmflqlgLHhz70GdUhI9aOU/YJNjWfWp5uDShessxbX4yGQVYHfj/VYLBwMgg4QiyxZgBoNglT69AfeQlcrkAO8uD6yEzNZRiUM4dfUgXc+4WMMEI+48vUXL7PDDqjP2YG7WLG/nY1e4gY4GPt5IGVm1LgpanzyAF2XBrAGSA4AAIM3PUmMuB2PHep4joAGBQ0dXPooEA99T7BTTw2na3oDOjRb20IVXnYwEQ4ipliqssxw3HADvvIYO4cdvcqQmR6jfYRuXISUIDxKPBaeWczoM1LNVzMqPYJu7sBfkzYPKhsOznAAp5m2X4qM4zqEBEO8caAFheh7KfnYJMaTvtj422QiZ1HkqAZ+mSDx7RgxummJNmyQ3UgXBEk2+e6eS1TwyAT+sjsvZ0NJMEhBW8Z/O5hC3+Icn+XQZKDnbeZrMIZOXjEZY3YVXAyiIT9SFimq5Aqj9RWiC0PKjUesau4f0lnV74EuJxRXw2Ac7j+5BLDSS2ZPrB6e8/P18EGST9EzqJGBthwmAhttBWz75yR2wA3TEAg3BK2A6rzHdc7csYAmTFoxp2bSs6fR66DDAACrQQPf7lBrgPjU85AFRjDAEIn/WiZvmFgH7F8RzDunPOfB/Dn/yt8Ac65spsarJ0H8gRIMMV8hG0aBuy2JbwyDnDrNXBSE8/qRx78NBEumSbkmODahtOl4BCuB05z+hGpq9F97Rqb77vHExoFj8654M+QbEVuQg1ysXEIfWIwkOwxVRKUXMkm9ffqkOwzXA9/MgN1GBfMZp/+tgkP/kpgdjzMM9syCIQxExseGRBdhkE4YeCUzk9yjjME/3MGO9z4bAvDTpEkc3fEiZtrbodQDvFyxdmnpUd1EIjJg9uUAMlsvwRwF4EwZcSG6w0Dgz4yMBwH9MfEq/2UAAge7hxiK4XjiUGfcA3rAbwhHHIjMI9OZWX6f+dXJiTBnqcFAyscM+NhFbC773H8ZkR9SETkPAMFAFx9ssK4Au7+3RGp8QiHhP29BvV15ECVgHqTLBBnODhkNNeE2aZFwPJxxHgU0F5nbF6usHovGnRQ9RHTMnBGNhADzpVHrL0MtLwnXBQop3KIgslCArVLAlnNCrR+TIiLwIFfYBU/MXuuDhFJthfbgHEV4ONYni1JSBicHVzlEQ4RhzsN/GWWTJnH60euu9olpJaQSHM5EBpsg8zIOOj4IQEBSE0F30c+h84ZlDIsWoQDIQt4BstcC2w2JAbK+SJQFlJG6iRIemD9jb3h25rVZxmMcuX5NdkvQhSBWXXtETY9A27Sz3jbVlzUyCct3JgYfB2AGnApIbU1z/EwMRGVYq9+Ny0bDA/XaD/Yyn5LXEkOTuASvzkgLzu4foDb7hn/vsXyfCgnHQhv6KJ3oGbSQaYXszszT5Nk6RzxUFVIl1fI55dovvYBiwMpE+/e7pC2O+TtFhhGuJRRf/EduC98Df7NR3DvPoYfIrbfcxdajdcCpJd/xAglMAUGR83+fCwQCafgyXBcK1p5ZwUom56iZNM2xfPEorvLhHt/vSIGnXUGwJ8WNGWqPqw8Yi3nZZZNTx0DlUIjqZLpv0IyrTPsWFkssXY3CkYKKTiZBvJ6cfBKGjiiQEB6rIqHRw4M/XGwrDFVPP7DmZdZjkN7Mdl3u4tkRUIbIAPrBvUmMsNdOMvAdVBUqMJNkCk/ZxupcnbtNKP1Y+IMZALay4Tbnx9RSVE1dl4KbBzYVu9FnL7BDFshq3rLGdINJksug4YfBepZMtPWQmUYEtbvTogdA76bMvpbNZ5+fw2tuUxrCXDeYX+3LvedBu8+2bb03GcPw4V1JsNiYLYZkA7oxiwRKIcQCgN4tvvbWbas99S0qlBvGGyNzTRLaKpdRGw9Jik8ppbHrhixk/NuBVbJlgn5RA5UGUBwnM1I7SkJTj2tKpsp6z8AcGNEVhzfO8nC9ZoIFt5zMGDBWWszzIBTq1kT4MaEuGyYPVfErZVVkxYVqqsDqvM9snc43OkImwimnuS441GLXHPAAjhIuXFCXFZoH++47ZRYlBRoBsOIvGyR1l25nVaLmyPxh5bnI3BncLoQo42Smi3fWFIGmprZdkpkm8wOzlUVEDzybg93tYE7OyHDpGvhguf7bYvwd7/Mz1QVcHqM/Mp9xGXN4odOl1ve+HHB0VOZAMoISRXhCoUTFJ5IFb+LLJCAc8aA0MA3f+AV69QMR7MsAKgOnOamCoYpAyX4NpvEQubADFJx5hwcwsCZwJzdohCOn2D4OiAZZu0wHJXCLTFaZwOL7a8GjFyOg5m4YORplgF6MlDqvRSSBPtOgQFaB4XhpDLsnVCKw+HUWyDqTz3qXeLnItBsE6ZOilwygIzC1ogtIZdYO5sRhT7ZcebgEBfeqGEuZUxLb4XncEgGeWiwD305F7pOxa+d3KtaF8ne4XC7tqwVzqG9iBK4shRXI7FykKVy7+/0to9hnwg/BIfmOkKpdAAQF4G4swyyVtisvUA3zqCA7HTmlQ0WQYbBL7nyZR9lIJgHamWihJ6BWvFxhRQBwa6dZrIzPFswcMWPWTvgefUxGVQxLYNBINVe6g7b0QJ7agKZIILnA8B0VBujI9fKEEEp/h7iDYQhNQFxVZekYwaz+H7i+oVBktsAPyVkKTbGRc3tOMDvJ6RFjVxzn7r3d1YXc2Ms0MtukIcqI3cVs/Fli3A1GO6d64C8aPiZyjOmjRFZgnyuK2btH7M8J4E7I+fMImM/MLv2oRQrp4lBu20B55GneOO79i/I4XhH9sn5JdD3/HzbMkPPCW65YOC/fwfxZAEortYEhEPkjSoFrWHl7UbQTEQfaM1Y54EKzqE/KdP3VMHgB9KpYNAAC5wQqpkUtAIz5Vhrhu6M+ZFqgW8kWEX5Gyi4LsCHcFgRStCiZA4SrCVDC0O2bI3fARZPbo7wTqeisk7FE+fFVg3kPpZsn5itXhsJBIEF13Hpbd1KBwR4boIMjtUhobtIGBdemCkZu7sB1Z5Z8eZhQBgLJdFHoN4l9Cce1SHh6rW6ZIWex63Bj6wJh2ZDDJuYdDIaodYJrCiJMqPQ94mra0D3lkXqv/bZaDOZKIVfLXbFxgvjQ87bmIiRA6UgKgOMi1LIluDqh4T+ljwTiUlEEtzZCo7CgMoVj4tB2rGgO3BQmFYB2cMYIEr/I0PC2UxxXlxNwePZ97TIlZNMGlakBPj9ajtxdidZba6IbzMw3nzkUxNQX43yvBXqX1zUhWqog/12hJsS4qJCtRmRWgb8sB1lAErE14Vl4maDg4uCnev1EegzHJi1JC0yynVGIoyaZRBMtcwWa6H+xfKceVlHrgULn8rzk1YtXxOaoXHYQ4A78Hh4fSV4AwhPr+WmzXD9gI9bno/A7QXniZFZsPPAOCDvdoREAFJlUiSPG4CrKwbzqoJbLCxLzz0LFIiR73Ud17PZwp2dAM7DrZbwd28DTY1wvsV02qF9tEG1G9H9ylt8UCRL7k8dYuuJY0vmmD0Da5JprGY4WmBqrrLgxsloblkyJEIFsCw8NlyH0uvCKMXCBFjxSgK7BjkN+nCz1zSgzrNrDWxSdJpaBvP3f1ckbOIVZlAohfzvWJOHrMEV4GcOZ4V94kfOEPSmjzUZMIp76z5NnbPA1mySQCo8BmVXOJnFxFofFgmyQ0bVEy/unnEgdZHnVzF6zdRT5dBcM7AvniaDOpR+aQFcApPSNRXPZ7Gag3E4JAusjlA73+8T9rcD+tOA4ShgXHmMa2brtt8JSC1naTYjGdONmY9eWz1H1TZiXHF9gwRxP2UJerAZgOoOhmMWSoejgP44GOMkNp6FQYW/NAjHQiMFgGobWYDtE3xMVnhUtoMmKpUwVJC4L81VFvofz2foo0FRsfWIHROfaV3PZpBllgIPFhuFgZJaYvvVlkwU41QrBOOAVAeDIZTn7aaMsJswrRucf09H9ogr0I3CH6kJxNkloLo+ynWUbDp4w8bns4zUBINAWC/RbfPa5EowbA9yuhWKiVHw8VRmx05mN2NkkXKckI4XLF5WngNFzMzmm5o88RCQOyap32p5PgK3YG5KigcA13VwIdjv8MSzLSMXFsr0XQ+Rj1dkj2jg12DvHXndi47wyl6KlNsd8nYP9/QCbhjRvPEIbrND+Mp7AIDm8V7UWcDpV0aEQ0JzHYldCue3OiRUh4SwT+ge9ZLd5htZLVC40HN4hAqrArEgS/YjgVALeprN69RUM3U4oFLOr8LOMwgDgGXVGqD9REhlf+Zx8qs1nMAbFkQ9B41xWT6rwU5nAdW+QDvPvifY9nQ2oRiwZbsK36QiNApSEOUHst3gSgtU2EHXrSyTOQPDePeyqLgnazFN4B6FrJRpUu0FF69lRhPJa4cTzNPDCoA6UOpMJ9XMkturhNBzMK3kvkCGsSaMm67XV/jew7Fm1RoIUOiG3mF/ixh+c81gOQmXfVxSE6Ac+VQ5tOeTBamjr++NmqhwAWeMIkQRXrtmtchA7ALqTcThTo0oWXXokz2DSeoc0yJYkTZ74PjrB/g+GizSn9UCp0SBXYDhrDFMG94htkFmpyz4BQlyel18TGSWCOZMvnwUYQ8LlE7ucxXZqGAtHCacfWGP1JHKpyplP8aCgU+ZEMSUkNsgAhw5T7JugMHYD5GFUoFAwo78aptVHiYJzBn9nYXRJnNXEf6oA/YPV4irFv7Amp1SArNzgCIFSfZFIBmXEvz1AdOtFSESoRTiQ/f5fHk+AjcAw6pTJt1vuQAWHUU1/UARjnfEqjWjvnMLYT9ivLVEvnsL7ugI7ngNAHBty2At3G8o57KRKt44IMeEfLVBPhyQtzu49RKurhGPG9TbCeHAwhIc0H2NHHA/MBurtoRUqn1E/dYTLN7dQvnKqtoDZPrvCqQBAO2VfndWnZ8y6i2nT6pCVAWlrsuLAjHW7gZ1T7PcVPHf4Za3hy8MgFXYHVDvKFgx5V1VYIE57s1rAgsEhaVCjHn9doYWa00ZmFkoHZdeHkp+PraEVbKHYdOq0CsURs4IAG5TBzwARX0omXV7HYXJk2/se6wLY2Quf86e9D8W3GCiDx1AKJKRWcTsc0Z5FAaGBkY956lmpllfR6t9jOtAumetlDpCFd2TGWvD1lEG7fV7k6yfsFK1jXZPXH5XwLRULnUZvJrLCc++bylsFKB7fLBjn1ZUewICWcgMMTWOOoYhYfEBn6lUe0sOAGB3v0a1i0ZTdJnQYa4cUhsswap2SSiq3gb0MON+V9tJBhV3IwBqZmsKZYF7bJCQGUToBS+XgR/GIVc837P4OIoCU4RXWcgMLlHVuH+wQFzUSG1A2A1cn9Okg4OVKi75nWRWGfBkveTKk9+dM/xhRHWIsl0HN0zEthPQXI8I+xFp2SA3EtADWTNoaqR1Czcl+MNEhWXKSG2NvGwRrntm4ClRQfkPWIDzX2ORbBsAcmIgffKMGfIwQtklruvsormug7vaQKXE8aRDXnYYX75FWmCMFOk0nHq49YrMlWFktl43vDACtbjjI5m2RNS/9iaaX32LXNqRU9K8aODefYLuC+9g8eY1um+cY/W3vo72i+8QI183WL29KwpCKQhFmd4qnqt0tuyB2JUCGkDmhGK9zJRhAZiBU+EEiOCnZLdTJ1X5zIebXHBnmJwpAiX7vOGDMXs/thrc9HXNPPlZk7HnbKIj5aXbALQTrFVoe2GA4eKGeVdlfVrUVaiF4iB9yPV4eZ4009TMfY6T17tk9EA3L4PIcTNr52scXB3ay1Sm9LPBld+TGdBQlHIqJ/cDIYjmcpLag8f2fmXn0vZdjjkphAGw4J0LhBAGTVpkwx43YLCjNyPGpWcBz6vegIFu/f5EoVjlMK5rg4PqjVo6cL1hn3h9BmVfMGBmB8PGnWTj67cHY3boOeegGwjHdIGSdJnhzOENHzN+4F/+e1aM/JF/6RdRX/S8xo3H4XYDH5Nl7W4qEE44UAHpZCDKlUOsPQcLcN9M6JSz0QOZqcMGAl3ignWr5TeuLAhqUPcTZfD+MBofOweRuFfCFBHs2Q9CXdQBxHuEzcDsOzjktmagbgPCZkBcNfB74thpUQHBIa4E4o2ZUBGA3FRIxwvD3bkxbz5Lc/rzh5fnJHDLTtcV8Z3dvvzdtsjjhLzfIz19hnR1jZwSlZKHHu7dJxjXFYbjGodPnCJc9cj9gHS9Yabd94APxLi7DnkY4LwHcoJzjph58MjPzpEvrxCfPEN69QGmz7yEw63asr39K0fA2TFH3Itr4PxS8HiHPE2on+wQ3j/H+tc+QH3RE6YQHvPUsjCndMC5KZJmrBrM5pmmsgaUipcdEDsG8DnGHRsGvUl45M01g1m9S8b0KBhvgTWgWYdgoOr1wcAMK5YCuPHTsnIJuKqauzHYaMaTQaqivK+8c6ULzgU1iqcr/m/QSwQ2Lwm+6KTAF1TpCSumXXyXCIMyjA7olREihU+lUJK+xoGFQcWhvorkZwcOhH7kzOrqtcoyRM0gY0c/jf2dWlSKwPq9CdWeTB/OKDi41ZsJ2Tu8849TyKOZcL2ZY8jOsuX0IUZMcxUReioblR0CX2oDFLVQvVdvIqYFsW6teZClwfWHgR4mlrkCBh9oYZnQkM76vLGdTIS2j3J/lem8MlWyd/il/8OPGMzyS//CDyO1FcIhCp4drXhJLr1k28Fjf7+FUviSFE7DIZpgyO4PyfxTHTAeNzdUq6rWzCL5R3AYby8lcwfh05lXieLfcSWYd0uRTtj0ZJhodi/1IHgnnO/ADByEQ9xh4voTiLnLPvn9ZNvIlWfBsvKkCfYj3H5kxr4f4WJE/2CN3NVk2X1rpAR/3/24/+ssJ9Xd/BPHP8k/ApVEWeTsLgRg0SE/uA1/sUG+vOLnNBuYJvh7d5A325JNN3Wh+8244LkfWATVkayiyomFzQTXtsinR3DPLnH43pd507YOvs9Y/PUvlsJoVRnv3C0WZLOkzJH3ZInUVBhuNYiNLxmh4xS4GDoVkYoGST+WLMw8IkIxWdLCoGXNziHWhC4oZmEQT8FZUTSMDJw3CmIawITKOC9kzs2OLOC5krX6CTicOnQX2YKY4tTKLJk7pqngR/FuxTaHtYMfi29J9qS/xdbPPp8tQy4YeIFWFPdWbrIODOrSRopetgGr3op3iLw+p79pkZSwUMn23cSgrkrXxz/scffvMuPe3wnoLiKqTSzZYFYISgLxlPHmP+Xxyl/i9Q17Zpux9cZ9HldU2NbX9NqYm4+ZHFz3WQK3DpbhIGZZsUz/s2NhcVyWop4aXFXbaOwR88epaYKGDOOLq+8IWRGpYM6Z96QaSsU2oNpP2D5ssXqnx7QMZqimQihK/svMInvOUOrrUWh/vvCrlU4o96ku2TuEPfnQWswsStcK59/d4PTLA8LI7Jm0vlnkm92P+rcfokEiqQ0mCsqVZyGznVGLUsnw3ag4PZ95vxtKEFf+dkdcHTHDxWizKZdZiHTDBNfLwOc9z5cwSaignPBzX/t3cHl4/yPD9/ORcTuHPFJQkw89nQHrihh1CHBVBf/sGugHuNWKgbiuSCFMCcMrt+BWS7hbpwzGkRauaOoSnGOCPz2BGrwgJ2bj0wSkCNy/g9z3iJ//EqdC+wmpdVh9fYPlL34DfrXkwDBN3K5zLJjK/kN8FnavrtDfafmASlZoPFrA8GvNdH0skMMkfhuk/CmNDVb0VFgh9OrDwcA8dd7waD/C8GQtMKohFguNZQqu+PpwpJxkWHA3dsgsaCuDo95hdgwF83VJippKaZPsm8eJWXEROP8Bwjk6GGQPHM4Y/KbWCfNGsWkYDc/Mkkx1SqWpn0TZGZwNjAAZFIBAK40UL2Wf/SDBVERWGuD1XM0f/GpHAc2dv5eEj52wfCRmU42fTeHl/CXSB6elx4O/VtY1rYIwMUrRubkmVGGsiFp4z4pNy9+qJ1DueTgk0xmQdy5JiHMYl5XcK8kCZjgky/bNtySo6ncWCjLsPGm2XjxAxLmv8XCjsKyEqx4XpM6NK4GMHHnbyp32ku1/7X9cgrgKlpIMvrnSDLxs08XMIuaiknUIE0Qy/OGkQjgA0zoU1oj4jWSZWXBA4qDgx0RDqorHgJThZL3ZO/j9iLSoDB5TMgEA+psIuyR1NaY1ud1O2CXklwf4zWBBO4uqEuomOExwY0RatnYcLkaMD06Q28YG1o/jcj8fgTsn0vvGCS4E+LNT4tn69jAiXVyymLjdwjxLnIO/cxvVL38FuW1K1TZnFidVNl/JU67qzEF+1oJvLxZw+x64fQb/ue9FXi9Rv3+Bxbt7nmTniulV3RBqGUa41YKF00MP9APirTXUurW/VVl2nGYDtzr5qUBCp/uFBeKK65/AF8ORNzaCQgjMVAszRIOWQgX9qTfesZ8YHB7/9mR4omaGfkQxJRKcu94mjEuHel9mAH6CFSljTfWiYtsK+4wLj+FIcMFJlaOwAqdiqwBw5xcdhnU5Dz7q7MCh2SY01wnGA1fapfBo+SDLeeiz0fgUBtJA78dMJaJm7pkDpeLdGhR1dqGFTGUUvfcTXmiR2WYhVJFKMFNV5nyZDXTqLFn1iapD2QdlDmnWrINc9g7DcUC9mW5g6UpNhLBF3v5vVbQd6EiNmxYeKgojxDAbeGXxklHHjhjv3OcjNWID25TCcWr1c5Jdz2cowlRRdeR8gKM/iypLM6ZFZffB4W6DsI/4xJ9Rto8DIjN7hUbKDotHiqgvAWLxJihSS+baY/X2DqtHE7zCSbVYuBq9sQRmN2XjbvsxCuSUCmziHdWT8jvA+069tf2UmCE3jCn1+YEFSPUm0c8Gx38JcP1o76UFvZPSmnav+1eP4a/3SF2D5p1zUk8rLZLMqGgfWp6PwA2HtN1z+hYj8jQhnx2Twx0jkBN519PEIDyjDeZ+oM/Jex8wG97t4OoaKsIBUOiBNSmD5jQIIHcN4t1TqOG+v9gAHzwFxgnhYkfY5vapfc+tFkhX14RjrjdcxzgiD+SPK63s8vWAeif0M1XbVQUWYYDlDZ1qZtvjYoYXOv7sjwkpKCviw3g1sXQ7jcZG6Z6Wi06HQeDWL3oL8tyOQDJ5RlvMIi/fZsRaudAQPnaBVtRqVtWaLmbEtlAQTbmYFeIoDJpqn2UdOuBA+L6cPcTaYXdPsh/J0lNwwlN2JmAJPVk/yjnXQUIhnmlRzJb0nGnxVrMpw+6rWVCW43z5r0bU4hSoBV3S5mCMlLkgQ68BnFogiHHWINn3QgrVY4ElDJKaMurNhHqbsL/TlMKmrVOxeI/X/uJg5lhx4YWiWu4r9elWpsa0DMiVQ73hcxDFGApyr+q95sdUsPV9siIoKXvBsuQU1OfEY1oEKzQCMOGQeoO4VAYoP2b4fkK1GVFtBu5vKDa11a4wb0IfMa7p3qeCGHMXlOw9CxQ1rcmCaZ8eMB4F0M7VIWzI9EhNQG68mUdZUdM7UgkBhE0PAPB7skIAYtV6HPAecUUfJEgxkVCLY4D1YEbtNcMv6lwaT6HwuQFRStboHu2QjhZwKVHynsCi5qot8M5HLM9H4M4ZfrUAmSMtpy4X16T+rZaEUAJxasSE/PJ95JgEWhEv7qZGHke45ZLvVRWhkJwM0siHnth5TuJ/EoCLK/ivvIV8cQV3vUPeH6isBIAPniCtJRtfdMS2L6/h1isG8aP1jDMeEN76AOsvXyIMGadvROxvcbtBKvmmjBTF5dQJh3aY4atqkymZI82dMml9gNHyNMtNMw8NUslgjnpe5OWKjVe9/K3QgwZxh2IS5QrMoD4pu7ulMYFm2GofyyANEcDksu7M94e1CpVueqZoAwplkKgPeS0QU3deBp5UOWOZVDODqMNZQHMdiV0HyLmlPD7NGjgkhao0AfOF1heUJy6LNlooDRCI+ceO33n6vQ1c5nZcJGSRg5sVBAVL3jNT1uAXDmlWfBW4RmYhoefv/a2aVL0ZpMT3kzSH4M8k9qt+ymguSbkzDxE5baFPhbLYeFy/XNM7ZUi0fh2TqX2VVaKYt2bfuo4omDPdBbMVOEMv6j/1IXGw+pF5vkzZ6H8usgiYmoC4rBnwY8a4ruS+mFFcp0zKXcoWzADYIJErR0/xKdmMIDUBy3cP8GNEXFZIiwqqljzcbuw8AeB7klDQoKxC2A2WOTuV6PeTJBUefi+9AobJVJOo9PPRlJOpraC2smnZ2DYUG1dVZlZzK+8Jq+wHi8ga4L/V8nwEbsHm8kCOJUb6bbPwJ80SmhqICe7sBO7RUxYZcxJWSCheJ1OpdAOggcvhYJm7W3Rc7yR2sMOI/PrLwIM7QBWQXrvPbHqzAe7fRXh8QcFOLR69mZgYHQml+87xEXCyxvj6A7irLTmvgZxpNetRDLMoFXlDhRnO6hLMNxo5iw+KZN9iMgXMAo/8HUa1VeXv8642Kt9WcYIGbBXWZA3aTr5r+wajAraXsy4pIvW/0U5M8W9hskytM+/tZiNZrJMBZWbgpMs8s9RAFg4Z08LJIJfNd0UHKT9k1LvibugS0FxF+U6BC3gtZN+FAqgMjuyB/a1gCstU02tcMWSlFqbAAnVqPFJbYJVUO9QqwFF2S86otsWbxYpVGrxsViCQknpiC349LQOtg4XJEAZ6tPgx4+JTjdH5orBepkUgxt3MMWopLErBO/QJy8dRAjmpbtNiht+BmXKuWKRMKsuXYJxnAZUfFox8XuNIuQT6jp4qLLQW1agfkxQ8IWpL8qOvXwk2kOzu19jdawxDVzsLbczgxkIlrK9GqIugFmBTExC7CmEvUElm95rVm1uyaSSoujHR4mI72DMa1y0Vkw6lMOl10Em0nxVHQxXVZAdi2yGwCAlm7y7K51KyAVpjnRZfXc70RxlEOr/qyvncD785Mu48TQzQAAMrgPgSZemYIuJRW1qWjQN/jwl5fyiyeADu9JhFTYVERH2ZcyYlsK7pXVI3xNFfecCpyboD+gH+zUeEQFJmy7OuQXr1HnB+hXR5xfUJxXB4/R76T98Dpoh0uoIfIzY/9BILRpBMt+bxqbhEM03iZRCut5NKu7OAVrDl0kghzwKk4ttzTraKN1SUogFtXDlpG8Ygrp1f/FT8QWy6PDFgYsbTVrqgBup6m6Dug34q2brua7NJ4r3tTDTkMticYVZg1OAG9f1Q7LRyyBVx+XqXZRsSAITdMIgP+VwePa4DlY06eAkeatJ4z6LmuOCMpzoktFcKCaDgxBXFJYS2sqybg8HtXx1LEVYCqJkxRdrX9meUryveqm6KOlioCjCLEx4DPGzgMnOoirBGez4iB+Donck8SFQZqpm7ugO6TJ54tdPiI0VifkxUYwoGr77kfkzWwAGA0QjDIZoXtho8afE6th6TsGiCsEG0AxDpiUkETQlTF+TedQi7yTzovcrQc8atL/aGY6/fHbB4PErrNDGR0mdbMG3fR7oGyuCkwZYdrJIZXcWlFChlHS4RqvFTsmem4MnSwEGaLzih/Gl8AsBtbw7I3ou6kuujydRESESgkRy0E4+zz2mjBUAGvJyZuev6dUAIDmlVanwftTwfgRuAWbQG9o6Ed/DXBzMZD0+ugRRZGEwZ+fIKrqrIPqkqcr6rCvnqulAGhV3ilgv6cJ8cE4O6cwqcrJFuHWE6XcDtDvAXW1opAsS/vSOfvK64H9PE7D5lDia3TpDagOG4wuGz9zEetxhOW7rsrYmtVj0l0i4D7WXEs+9zqLcixBlLoc0lwiHaHcarx7Zk3WZgBdj0/+0/EGWKXrJ4NZOqDhn7O0XNtvxAWAU9DFNVs6xx6dAfl9sgVdzHOc/bCm7gw7t5KTCgSlF1WHmMK1q1GiVNgmxsnPyDQRoAt6uLWtSqJL46JJsdKLY+Lhhc+2MaSelApsGWKyr7qdm5ioWg52ZPbD2L6ZUfKYVXPrnaDuhsiM0wpAnEDBIBUIKxDB79KVkVYaC/il3juZBCBkhtzDuKIjJVRQ07dR5v/49GVLuEahcxSpsx7iBw8V013MRAFEWJOq0DA/FAW4bsIRTBAlWFAwdpLwONMlcUM9asNYuaUhfCeckwcC1wp+AwriprlGCUUeX1m8qR+zoJ20T3ywaEMWE8qW09buJgkgOhCpWhZzGiSm2g6EgMnPKMPaKQRHbOEgHFtnn/yjN2oHFdXFOI5w9sYJCbCupO6MYIbeiQa2mk0VSYTlrEVWO87FwHim6uD3yuJrZTy5WnaZbFONkfwfLdlvEt1xT9+F1vg4+b+Z181PL88LhP/hCQE5sdVBVy3xNrHsab0EfdIF9fMzufm7AIZzs/uAv3/mN+ryY10HUd8e+aKsp0dozcVfBXe2vmmY46nrBhAp5cwFWBA8Ghhwue37u6JpY+8CJPP/ZZKsG0qexKlGgTC4SxceieRWNa8GHSB4HwhlL25vJvNc7XrDTPgsPcaMolpQ5q27KMw2lAtZcRPMg0X/1D5DS+909OuPdXa2Gv8DU/8oEapYCmOLlmqUAZHBQbjw3xeWW2zJkHyj6p99lEQHMPb4U4zEDLcT31LlsQLz3+2P8zB4f+xFvTZK8cbccOOFPnTZavBT/dr3HJgUwHBd1nPU5VmapXybTw1hWG16Nk8AAMt06NFB1zvjlbkkGl4OSFO549bH1cGX8o71+zwdRQ1h4bb3xuLfaq4jG1paekwTCiBI0dmyHPsf25yAkAtvcrtNcJi0cDGy9o0V/XL3J2NyVUuwnjUW3r0M/pzOFwFrB4PBVYcNJir7shkjFPblXSyv3vp2QNJPwQDXLJno0YQh+l2OhlACqZPf3Sxf7VczBILQezcIgWSGlI5Ww/cvDww4S4qCmfFyhEExB21cpQNStJDMX2NexI+0vrhmZTXp4DxxZofoymlOSDBs6QDoP5dqdFLZm2N3GSGyP+5hv/Ni53735k+H4+Mu7MTNuYHsPADHwY8eGBJe92LFi2LVSyzixdsuL3PpD1MfC61Qr55AjTZ19FunPGz33tLfiLLQO7h3RgzvCXW2bU924BHVVcbtkBbYN8soa/fQb4QLl906D5xlN7+MY1LWBdYjaZJPMdV954u2qlWh10upil6zuPTZsYKHQyd/sz7vGMlpdDUSJm7/DBj0jQdiWDrQ7JMmANwA//3xWaTcL2oTccvnh2J8u09SE2FooGrcx1+VF/ZhME6b5qx3gtVqoNLT/gzJs6SxbiUhbJuzRlkKCngXI4DlIgxA0MXvdv6jyGddm/0Ody/uaZvAxEPpbAr2wPOHbzyZ68baB4q0wLZ2wVP2aM64D+VkXxzJjhJhhTxewBFNucw8N+NkPI0vRBClYqgnE543AW6Bp4RJ8SW/TaBmeNEFTlaAMeIJS4hMtP1aL09AUmk/qIixknX+tRb5J14ZmW3vBqa0AxCk2uI8sjHCJ1DjVnpn7kILZ8fzQRmR+SbHMOicEGJe0ZmStXEoKJ0Ev2hCVCnzCuKxYvIwuEPK5osJLL+UPnQXDwQNtXpSbmOjBoey91DmGfNB6pqxnYBRMvPSSJsVs2rwFY3vfira33vJO+kamrgMozqGcG/bm1q5PM3i7pgcXOcLmXlmjx20bm5yNwK9E8RjJJmgYueGT5OwuJP8dEJWVFeMQtl5YNu6Zm4BfTGACw7jjPLlF99T34zY5ZbNMA11u4Z5cIjy4oYQfIA7+4At5/jLzZARWl8nmzhdsdkJ9d8HM9PVDGh2fwA7O5o6/vcOcXnrFxwC7T7F/MlYJ4h2iAVUk5MWARyARXsr8KN6fugUKUuZkTgCLjlgB1+1cLH1s53VNHmmGQwhzAzw5HHut3k/SqZFA7nHkcbpVgrsVN5NKMWAOfcqf9VAqqw0ozKErJUwUrVOqMAFAJPPfPutR4QkxT63H+mcrohKqqtNmDDCJ0K0zGbwdIq3znD47S0xLW5Fj53nMfdGXP7O55o6+pzasGQWPeSPFS3fwOt+iu997vdOiejtKyjsHpcEbmxvZBsACWvYhWpKhZiW8IrV+F9xxVZMVrungqXs69MkcYHKYFTby0ITEHNxT2RczY3augHeFvfaG3Xql+yqZitF6hXSlSkkYqJkyeA6di5QAzXNYqAjavLXD9SmW9OUkbFOhGuOE6OMRWg6UURTNQXw0M3lMu7pddQKo8+jMpLgaHahfRXI2FBXSYjMOt4h82VnBUYs4Gybgic2Vas1FB6qTHpSogM72+fT+ZiIbFQxYt4RnUXRTRD+S+lQE5e2fdcrJDGRyEhTIdSc2uj8BE+MbvR8vcp5OFwDws0k531nDK3f7WFG5ei49/G3DO/d+ccx8453519tot59xfcs59WX6eyevOOfevOufecM79Pefcj3y79QNgMBJRTFY7wxDgahYgnSMn2wWPtD+IgdSBWHYIFMioijEzO9B/eRSoRQuYMbEjjtgn5v0e6dk53HtPiInvD3DLJdIr95CvN6T+VRW/JzRBd3IMnBwhVx7dox1Of+UZ/FffsXZRxHQ9mm2a+X4w61QXOZsuOpise1wxqDebjHo/n1rOgo1mKB4WXA3jlkAbG8euM7F8f2oZvBSqqA4smA5H9OhOlUN7mVHtBRuuNUstNMBhVQJLrPm97QOhxS0cti85wzdV6dhsk3WqN+6z3JTqO6LmVNrN5+Tr0QI0ABF16Hq5/WrPc0vMmjOZ7lnG/b/Q2GxFBzW1RiVrRrJ6GUSWH3A9XgYiJ8XRktkzu/Zi5Zq9Q3vOnbvzSw6HO7Vlf9PCY/F4Qlx4HL058VpIpptacfyb+ZErhBJbb86AN8VAADyoSJQgXUmDD5pGOWirMp5XHtPq/dFEMjqo8x/3QZWe16829vwRjooYjqVdmuDc2gw49NHuWZeA5jqiu2BfS5sZZUimDpPHq1WAUvbYUSebClJFVV7qPcikZFIdCWvG4IXrPR435flR2EcpdpKYRKEB+iHByfcIQ7ApcGorY/xoAdF0HHvK6bM0FjYqn2TOh/sLytmFBaMwBzzxdXp1O7r/iViHHG+yR7QYmpvKMnaVy1fnO5jVq7BpvtXyG8m4/+8Aft+HXvvjAP5yzvkzAP6y/A0Avx/AZ+TfTwP4E7+B9cM64NQVM+pROt5UFUw9NI7IIlvP/UCGh3fIw8jgPA4oHXAC/00TA7GwUeLb7zL4di0LkTq1XXTslDPS6yQPA8KTSwvY9EDxyEcr3tCPnyAddQj7kUWOD54iv0p2Svf2NY7fuIYySbQDuwbdMlWdKdEUxsjEeKt9Qr2NlH1LYFfMG9DfYf/U6Ekf0DAQq54WLAqqjH5cuhu/xwboz5wxKmID29+qzzj/jGYZDLbttWDGGaIkzFi/EzmbGDNW7824wIL3Tp0vbJkMXHwmUHyjjnhZ+L2tI5Vw4SQzzobDmgGWqDFV3m1MiLpk4mHUc+MMR9dzfP7pkskrJqw4+LT0JdjLLCO2Hm4izTBLoTPVjiIP77B+ZzDqohYDx3UwPxLdtheWi/nOmF8G6Yp07UsWFBUf5347Y2IoBfDorZ4UwKqIXLTgbCyJrDOFIqe3YqSwWI7eVHEAB50c1JcElnWTkz5ZcFTGS/u0x/orG6PSpdpbQbG+mgh1SXADyuBDeqoqbhWmE4GNY0Z98rUDPz/D+2NL2mO1nWS2IMciuDQ7ysyUlWIHa2pbwZDjsrLtaocbrae4PmI8WyBsesnMM5sHVx79bfaS7N7fEQIJDkjJ+NxuSmY+5aaEJJ3q2UABzLgrD9dPgv8n+N0A31Pw4/bkkFtI/LAi90PLtw3cOee/BuDZh17+SQB/Wn7/0wD+4Oz1fzdz+ZsATp1zD7/dNuBQPLYl2wZAWXkIzLabhp/pe7imhl+v+BlVV0q3GxPeCM8aISA+eQrXtfDLJT87TsjL1oqPcM6CdJ4mBvr9Hjha8WdVITc1xgcn9ERZLBA+uER4fAk8eoL0iQfkXb77AdzjZ3T+UmFJcGaxah3ZrTgCDMf8XeEUZaUczgLtUCWoG8zhtfAGZjjCA9fM3hRqkbjzuOb2x7XD7uFN+l4YgKO3EjN9gT38yGw/e4fjbyQMR754eFQFnvET4Zapc9KU2KO5TvYgaoBXTFgf1NM3Eq5fDcbM0OBW7TP64+KZQg8Nye4bZzBHbLz5dVS9CG1mBS4tOJIbz4yu2TB43f7CiPf+UVj7NADCt09SiIQdKzM2UvLUWlZVqgb5KBXwEE2aXm9EGZeySd61sTRd+ZzRRRUmmEu+J+mHqWwRmkDxu6oEnZbhxmzKxDyCJ5tuwMOa7QaBbHSWc1O9mw12Uhm9YuQqt4+tmEEJ7XFc19i/wmcw9NEYIvSXoVhIk4m5iZSPGbv7tfmf5ODo262UuMAO9xD8Gw7kT2tzBrCI6YaE4ajmYFGLHatjQAzaQV4W308M0CKiyeIrlJ34l0g2DunDGVet1ZRyWyM7h+Z84Ge8p0XrjGaY60D8u/IGz6Y2oLo4ACnRr6SukL2nPwnAzjlTYsaeEvKyLTCJBvDvAI/7fs75Pfn9fQD35feXAbw1+9zb8to3Lc65n3bO/YJz7heGfCgBWzBsAFQ5KhSii3rVfsSSzi8KC2UGmfjlkh+oK3Z73++BN9402qCrlVrh4G+fkdFSVciPnsA1DQuaT88poRUoJx96pGcXgPPwX36LGfb3vIb02n30d1qoG6CyRvoTBh5VLubAVluLp8mKjAAKnc4VdZ+qG9VSde59IifTHlSzFI0MeNpHsjtPWL3L9Q3HpeFA9s6KpSlADJbKNrRrjBVOW2fFNm0V5hJw93/6dQtwc1+VzctBVJvJguLyUVER0hfamTfL098ixUPBbufS/qJ04/vDyksPySJXT7p9pQPWzjJeF4GX/wppiebRDQZvLXSpKpTTaLmvZh1z6l1COCR7sMd1wOF2bTTC0j1HMnvBqbtnVOBpPSC2AgGMBT6otpHt7vaFN61Mo1xBLGe5ztiS6z6nI1b7iOEoQM3ADneoloyLUHw+PHFjpfypslRx72qf8PQHWsTOm3pyOKKk3GoJ8nq1EwvcRWXZL+9lslGmZRCxlAR1R3hj+f6IejNZ55wozBjNrllQ5MDm+wjr/J4z4iJg6tiSrNpHJOHKe+k1OZ62zN6DM+k6hVjkS5PJkQSDZou1/nZLJWcgvRAyoJjr5RitZsAiqhQtpbkC6yNUTqqlq/a0hHMM/nXAcLsDAjN7AIRFes3Ik7VKQ85wQk/8Vst/4+JkJu3jW4Mx3/p7fyrn/GM55x9r/KLwuFX9GHxx+ePnpeGvJ3whxUrkZIHeNY04Bs52Z/77WLjYTjrhuEVXGizEiLw/EC7RzHu7YwG0qhDOhSPuKcIxI6ymBp6eo/ry2+y20d7Mjl0CuvMyhVeXvGGtMAKzQFUH6rR7aktm7WbXUJsHD2uH/qhkrkoP5N8skjIDL1NuFdSoNazi21lnBnLD7u94C9TKV378+3sr4Cn7RTPKt//s67Z9zZyrQ8LqvWjTeLV9BSD+JFKcO9CXO7YOp78udMra4ckPkiliXOxcYKDsHD1UFh5BfEkYvLkPysGu9kIvDOr3Us4Vr5EzNgil8Xz9cKvC5iHd5vojj/YyWkA246sM1NtonjReMmgtJmsRMrVs1ssMHXATWStqXqU493DCjUdhuZj8O3LmMh4Fw+fNeEr2hYpFT+y/pWNee05qnh8zxlVlDBeXCzSTKgd4YH+n4oygclg+SqivJ6snhAOd/5S/rZxsZtZFIUqXOyBVAq8YHMGaD3s9BilSVsWiVo8hZun6Lv4nHmyioN4n0u29Em9v38diU5v42WozMmgmEK6oA6Z1jcO9Tp69ZDBIdU08u3tyQNiNZK00FQ53iP2b+MeJKRdKHUFtYd1If3EXMwcYqZ2F654ZvGT+41mH+opZe26psmR7MrCNWRuMf46cgSrgO+EO+EghEPn5gbz+DoBXZ597RV77+CVlZrLC44Z34p3dGIfbvLUFzoDCJSHwtd2eQT5Jpq0nWH1JNJs3fNGLKnOyYA2AAVzsWzVrz8OIvNkiPT0vhU7viKsDHEju3cb0mVew+tIzy1KVU2zy55ly6oZ3hgQxzT6V8qe4rd4sBV/mF9urZBm9mgUpHt0fs+incEsYCIGkWrJT9eJAeX9/2xuefPK1CWGEiXGyA45/boFpQRvVzcv0kNbuNqtHqmwEusuEep/xzn+XGY8WRaM0Sb7BKxdOdXvFg632LHT6KePOLyfi6lKMUk51bRkpA4vi6lqYVZfFekvM3MRLSs8Dtz2s/Q3JdnWg6lILiKtHLFyuHk2mSM2B/Op5azMVUhldUDJMwh6wwTJ7mMJS7wENfAXLVV+YwiLS99l0ocBCYZ++qcit/PL6Wnwx5N4IB7ZX80OyZ6M06QBW74087wP7aObKC4sn2UBtnG0JLtY7FBBKnkz/lVMtZlpaRI0dM//QR+Nk60xAC5GQQaXaTjZI+iHK+fpQuBIOt3K3bQBumVWb+CkD7dOejoHBW09Lf5gM8siVtEHLGd0HvSk7k3TCSS1jh2LpmLE/XEqER2dZduoq5Mpj+/oJkBKaD7YU3kjixiy8eHj7/YjUNczcU8Z0uviOZNw/A+Cn5PefAvCfzV7/Z4Vd8uMALmeQyrdeDNOZ0QJFDem6jpl25vQE3hE6GUbk/b74d1eFF4kkxU7tAB+kWNmwqSjE54S+3g3ccsm/64bvKbWwbgrV0HsWNlOG+pWwu3wkrxxA9dX3EM+WNI+SIErDIBjOq0UgZV1oMYwsjSQZ8M3TozCKQgHql6wZVHYw1Z36j9Q74t6D4NeqYLRs0zHLH5fOioDVXqbwlcNwzC4zkzgWXnwvUG8k4Edg9T6zScrec4Ez5CEfVh4v/ye10QBzoE2sticbV1pEU4yejoQuE8qILTP3d3/vZIVdhU14MmBwjPK2hyN/o6WZwi9TW1SJGiizA5pNKriwYLNJsuUwEnNvNuxkTv/rfIOrrUwG4r8MMkVsw30MBwZ/Nu8VKKpxYoJVMOFwIASDDAThHgOYcbQd3AQ+sXLcSpNU3juE0zwP5iqPtz6PvvSYZEd4maUsPBoZPF2kaZSPzNQ1S6d6MhtG7yUxUetVzfwVyjQ/mpxRbyejYJIuGkwmT7WkenCX49BGCdrlHYDBT/Pzo4vLuWTowWMSOiAzclL0tP1YUjaHeqHIzKsMqtq4mEladdmzM/wM21aOdvbezKZyLV1uEoCY0Z5Lcld5FjS1qw6AtG4Qjzq5j+jJbc+8BPlvtfxG6ID/IYCfA/Ddzrm3nXP/HID/M4Df7Zz7MoB/Uv4GgD8P4KsA3gDwbwL4X3y79ZcTUHbSIBDnJCgHBlKBMuaiHNc0DKxNzUAv7c5c14nBVM9ipf7L2YqZagML79igYSSH1amZVE+rxyze32YnK40c0oaCndwPwDuPkHd7HO50Fhw1OLtcsjEreijG6pSfnC3AzpfYOIwLz842M6MftWT1I7dT9TP/61yCWb3jP81IedLkhzA6KIuWgaEC8Eee3IBtwpBx/Aag4g8dhIoVKixotdeERirhTSscpNlwdvQKUVx9fnMqlDF1DFbNJuGlv1gV50KFOwSPnwuVYkup/rCW4p7wnOeeL+a4p4VPvd/CzQFBhVLdBduAaQecw63SdszgAc/zqB4jqZHmt5lwxrQMtK5tvW3T2CCZOLoKkZQ1ErtgMwmgiIKs96bcW2qWpcIo7T7DHSzwiTVfUGMpX+4RsycAoN1wjLGTMurryfxLbnR9nwfpDBGWzZr2StCNLY2ronT20RmjF2zb/Fx8wca12QE9PlQYI7suDJFpGeQ4dKrC9mfa3MFau0nWnZpQal6CUfNAYFm9Yt9+ms2K2ooZf+VRbcgmcYJ3z7nWORBXh3eYjjvCJJnmVPCexUi1dBVkwO8G2sl6IHeVdavPbQW36/Fxy3Mieb+Tf2L9kwy+H5K4Z3HgS6/dh3/jbWsfpnauqBsG2Loq2fAsc0cILDZqd/eU+VnnCHHoNrVTzjSV9eii+Lvu1zhZlg0AOSUroMaHd7B9fQ3SyUp2xg8WEYxCHKl2uHzdY/l+nvV9BG96oV6pTN7k2ytvxUU/Foc8QJkfDCyxLZlfrAvUoMKUucCG9p2lnRoEfgCEQx7K9vWzut7xyKE9T2g2Cf1xMNx6OPIsBEpmqLML2ss6w/nrPbPi9oo8593dqvDYc9kHLdAOa4/2iv4ij35XxMv/uTeoKQzJCrNaxAQks60puFm/G42jqx17YsPBq7sQTH7msXHDJybNBi7pK5mdw7hyHCBVSbvksSuOrwVFvW5AgXV0MLGu7IEzlvaq4NBXr1VYPUrGeVa2znAUrDl12Ec2jlCbXOFse3UYjIW6qEXduXMl0k1J/7QOqKQvps7uYstMuNA52dVnTiN0mUXbWlrRMXDObGBnwhmXMg2rIqmLUdSYVP3STErVkWE3YVpVwkIps4iwZwu0aVXD9zel8nz+srFHbkBLudxfaioV28AALQIbnU3ErkK1GTgAAIhLbsvEPCmzUUNM8IcRqasRtgPcdo9490QGZq7DHdh3cn5/58ojLhtUVwcoPfLnv/Cnnm/Je06ZDRR2+xIk5Z8T2p/7/FdJy8uS4apKchz4mghzbFFqocIuGsxb+n3n3Z5YuWLhilePExs5jFOBSzRoa+f4RcdmCl2L6dW7SK/cZeOHfoD70tcBkI3RPRnRXMYyPfciAknFphQATt9gdR5g0NUgokFbC3k61W42yfwzFH/WfzTRZ6CiCZAzTxTNJnOANW0wAYsEmDCI4ZUoPQFx9RNvb21kMC3EVCoAFz8wcT9rcrEXTyYrXJrfigw85iQoQbC9SuLnzaAwroNBMKkC1DiI1DYeV3vFaXwYgVd+tjRL8FPGJIFF12/CDMGIj96JCAOpeurwx/ZeYhOrTJCZH4di2MaZFoXjHIuud7nwtb0zamSqmYHPz70NYFKgnOPcOpC2V8lmX9k73Pr1Ad2T0Trp6HbUGqDaRVy/2qC+ipYJJhE3pYZFy3khUY2UAF53vcfVSjZXHvWVGpkFoz5qMFNVqI8JYc/g7iaBMvXcVwXS0BZyypW3TDnxGissYzi8FAStKC0BOfTJ+lSq98t01FB0EylPDwd+1vcTA7YvjJ+wGfieZN26fwzEE3FwpfXJ7CCuaImROnaN167vftYlx1hJMZkhVVrUyMuOfO39iPrZDn43IC9qenfnTCfBpmKRU18LN71dPmp5LgK3Cx7+9IQGTr00O9DsVtgebtEVQc1qifzqfaS+R9ruC7vDO+s5maep4Nt1Bde1BTbJVEG6rmPA1oAv6kqV3Stcot1tVM3pqopCoM0Oj390jfDuU+D9J+wg/9pLWLx3wOKNJ1h89SkAccKbXYeSHQv1rnJor3izD+sSNMJ4s4CkwZ0PV0ZzHdFsEsJYaHNGg5OO73TxY8BQXxRrZhDUV2WW7fmyHg22QWT9SpXT/ds9zPgz/+K/hDt/iyKGWDucfzZg+6A2y1cXZZCSDBag01+sHc6/OzD7GyHQShmkhiNh1ADmRa7FMDJuvA0m1SHNBrpsdqhTO8O0pZjoYsburkAREqSGdcBksvUSPFVtWAIl96faR3a4CQpzCMygPtGbSBfDHXFtDc66D/oztY7bFodACnFK/0sOwjxvgzBKVFj06MdqxK60j5uWAcsnJcNVJhAAM8sCtC5AL2wWyJ3wumFqx9gGHtsQ+V0ZuKYVi4up8ag3E8bjCvu7QiCQYJykCFntYoEFgyvOfxkmgXeJkEeqHXb3Gg4EBx6DdrhhY4pwozCpEvmn398VyX4uRUyXBGKp6c2tM103ZSCQjaLty5Li0jHTNGrT44MflWRRGGrVZc/Zhigycx0Y4J1k6grRqNhGkg1tPGx9Kp1DamvCQeJF7vZjsf6VRguUyP8mcQf88cUf4AhYVQy6WiCMscAgAKyRgfSopKx9IhVwGKi8FE54fniPToHKVDn0xMABZtLeMZA7X6CROY6t21I4ReGWQFWmOz4CxgnpyVPK4I/XSMcL4FffgPvM63ApIX7+S7j8Z34c7SXFIlE6s8TWCU0PZpWpVrDKEMnC29aHX4OqFt7GBQt+Kqefuwtq15xYo6iwMhBbCOYtJ9+VAqPRDp3AI/5mFm+OhCKVjy1nCN0z9TEBrj7psXqHmXtQYZBi4IAVE/X3uZuf4uDNhkEcKMyaeeMF3W+FeNQTRhWapB7mGfTgbODzUxbYSFaTCzSk39UZkTY4vmkSNcu65ZYJPYO/epurCEYLzqZ8BYO1i0oTzTYbsLZg0lk+V7AO837QwYHvn393wOmXo/Tb5Pc0IKe2eIkr/BI7rlNZKhpE/XwWEYqQSa/V5es1bn2xn+Ha5RwBkng0Dov3DhhOG1hbPnmOchDoSqAYozcqo0gGY4V/pkVAvZ3MTMpL44L+tCbHfUxAYuCuNyODrtAIeVwBqkIF+LlqH0tTBmA2AyRUZnDgGHG4u0B73hPWWlQGmbgpIS7oWWKF2MrDbwZi03WAn2fMIlvPrYiCxsjXBFZTe1cN8FAb19ng5GLG3/ziv/l8QyXImVapzjH4LjrjUt8Q3GhRETCLVtQN1ZXDQKvXmrBIHkb4i2uDUNJmC392Cu0kj2licVI751RVoQTqbkmwzv1ARskkpufDiLTZIr33iI0dvIdzDm4YEd59Cn98DPf+Y+Svvon0j/6w8XrnI2iQAB1bBmvNbGMtrc20gCiYsj7odB9UnLFg5fOC6NzulFam2TKial+m5KkW+GJPKqC6GM6ZLi4LXqxBHeU7sWVrNfURT8Hh6BvJ9iMFZ9xoHRzYwzHbuiaZGfBYCRGMP/XUBg/F1X3UQCMZnJxT4tpl0El1CdoqgtGBUgux2vFHH6TQqxXqbFZjwd4Zo0UFVMqmSNLUYFx6MwhzKaM/ZkbfXDG4NtcjhuNAGqHAPnTUy+ZfonJyDbTqpEj5PNCfBOOG3/nl0fY/NtrbEMY8yQpXRNLXRimw6nG5KWN/R7yxrZgJCTwl+J69MfDeEjWientTAg/8c//yf4qpc9g/7ESpW1gp2mE+e4fqumdmrJizFB1dYp/N/d0aw3Elg530uZSMe+rokqjvaRPl4YQtwVJFoc14XFPBOZUOOeEQTaHpEkUxim/7XmT5Qu9LdUBzOeDiMytobUOFcHDSv9KJq2DlEa57xOO2mE8JbJMWNZw2C5asG+KPg5SsfRkSyD6ZhMrYVPCHCa6P7KhTh5KsfsTyfATutkF46X7pZDNO1oosTxNyPxCuaFsGz6Ym8wQglKEFhvUK1l4MQL66NqqhX3QMslXFz4n03YUgdMN840S502MbMPzxEfLJUYFkYqQaUxSXaj6VN1sYQyZn+LNT9LdrtJfRggwAHG55HM48fITR/5QlkiXrBkQ4EwTvjgXGUI+N4p/NgNOfKD1MTuOSwWrqCmamxj8ugxi1ZLlkn5SgG2vHwB7J/fYTirQ8ZoQeWD7KuP6Es6YIDK7ct3HFLLi9irj8yS37QEqTAMXtD2e+GBFNhEum1iH8+7dZYM2a8UqgrhVP5Dbayyg4MY/XT9mCcJT2ZTxosauV33VQ0iw8dgz26tI4rD0Op84+W+2SQRIaoOutSMQbbzizBvr2OkINpobjwIyxTyXLDqQ6ptrdwIFTmFnHqqRdqIXds2jNI9KsU5LOvixzVeaM4Lqp9Vg8nawYSfwYWH4wFipjpYOWM1gkDMmoqzznDtU+Sv9LBv1/54/9IazeG7D5qUu5tsGKl7R1JRwznnbQNmhqsgaZ5cQu4OjNA6ptJLTky72qEI9ZJ8SMajdZ1FLr17iopYlzvsn0qKXZwiQ4d+XpSJhJMaQUno0S9g865Nrj+Gt7Qi1DqZcp0wUpW4ectKTs3U+J2bZ4oUCgFINGuqr0lgxBWCm0bmXTBsHE9yPc5QZ+x67xrh+BWDp7fXh5PgJ3Skina4SH9wk5vPqQwXiWAbv1CumVe3DrNWEMwabdagl/5xYx6X4gLFI3DKZNzWBbz4qT00TBjhpbmSDDGV0IKbN5cF0hv3yP0M12z895YubICa6pyXJxnoVVHyyYwwfEl++wKj8yKPop4/SXnmD9TkR7lU2QouIJffgM055l0kodNPm7MkmcFPZqh9BL0G2cFChZWFR+tUnAY77B3/Yxo3smg53SzmqdFdCBz2WgP3aYlvx38Vkg9MDxVxlMyB7BTCqfsXmJf5z8uZU1RnaZhVE/FYaDLsWnRG4LwYL14dWppRZJY+vZ6NcYAiWoa9YHEFNXFovS1Opdsqxaz1m9SRwMDhmLp6lk2cL+qA7JMOfUOPMunzTzFx42C57ZsO0kg4S+hwwsnkwFPhJxj0IXAMwnZU45vBHEJEunKKTwy+eLqibnLBn1IFHBzJw9ZH44s9mGyygFuKBFWTJI3ES2ytm/thIqakZzwazh+hOtFBS9wTbaYIAMH+WCJ2uRBpATzl6UDto8QvcPADNeT6Mv9VRRH25IZu21mfG+BD4vWHQwubkT/JswyfKdHcOA8L29mkGZBazAai2hEcXcjf6IOQRYRF9m29oGC9K83sFUleFyz4B9dc2kcNfDf3Bu98dHLc9H4I4J/mKDfHGJ9NJd9A/WyJ9+jQ0L2obYtHMI7z1h497tlv0mp4kinPMLZufS3T0fDkiv3Uf89Mvof/A14N5t5E88FLdBOclVVeTv2rLMBw4cNZszuNUK/tk1B4W6Auoarqmx/R2fhluwuJljAsaBeLfsj6o8/TceofuFN9B9sEf7ZMDJ33kP+OAp+hNfHlrFd0OZYrqYMfcnKR1MGKSrfTI8mxgx8VhVDKYKQAKaDVtoqc9IGIqdab3L6M5L4LTC38TMb95gQTPtepcxHDnkf/opqr2TTJzr27wU8Oh3JvMUcQlYPEkY1lRYNpskWXfBran8BNSmtdAQub39ncIYUfx67tOirou6aLFNs0el7GmhblhLA2CFf6DsE0JIsfOYlt4YKSpeceoILL0pY+NxOAksGEaxFoBI1TMHsv7U4+n3VcY+0axYza+SdLvZ36rMdVAd/Vwkxq0BT+0Kpo7BllN/ybbVFndMBYuXqb45BmoWK68PJ8LAqDz2tythhLAISdESB+GwL53bY0dIZlxVhTIo1Mh5YGdDBqA7Z8u17snA5giuBD/+g3X2STUl+l46trM3JTnV6sWi8IeyfrqnY+n7OGrSUWYHfkwU4PhSjAQIkYzrqgiphLudmiDNiWGFSnNb1EFMhDxhM4jyUqyoxcAqVV4Um+L0KJm4+nybfSwEptMmDP1I0sXZCfLVBu7ymnTnjxHgVN/ynX+QS87Mlh/eA4JD+4tfZZZ7+wzoB4Q7t2gMpVi20ALZQTmXTFlk6n61RPr8V+G8RwMQHomRxcXA7NifHBNbD4G+24sFIZnN1gJ83m65f2I1646PAACLv/CLyEdHhFvaVoL3yEEmy/eqCkgcTMKzDdy77yO/8hC4ewvNNt2AOJgllmzVTxlRoAFV95G6pO5uxcYUKHgcFY8Oi8eUeqeKCkX1IElesjoAar6vhc0cAJ9ZPCUmnhEyDCbR6XcYgPM3z9DZIAI02wxsMl76L1zJYjMsE/QTYYiqLyZYatijmHp/4mFqUnCmsH4vmg2rScqjIWFQCXsWybSeC51laE9JyLEbB1tmK4R9ZJuhFOp0UNVgqgE3C15fbxPaK1hGPa6cCZ7U26XZZKzeK80gzFRrpph0MWPxbGIRbVu6oRfeOM9PczWRcbH0xtNmgUy9roW9UJfGE6g48KgLo9IeU02TKQ0i7VUscvWYEaaS9bsM24Y2uuU5ZIC1VmdiM2HBDUC1i2SDNB79ac0ipXbVkUVnDX7KYk9AjnZqla4HcUKkERcwg1og0M5QrGrhgQyyM1RIkwLl6lmKgNO6QX1dVInzZsQ8ZoGgDtGKn+qR4sYRAI2lTFgjM3TrbSnrzHVAGHvS/7TbzZSQO/rFh624DeaMdLSAV6hFmXHVx4fm5yPj9h7jpx4y894NcMdrZrPPLphhjxTI5P0B8N6aKriGknTtkKN+3DlnuEXHz3QdqX9nJ8yEb53CtS0z9X4w8U3e74EUCXdEiQ6zLvGoK+TNhkFfMfKmBhK79EC7zU9TOenjBH/nFtKjx3CvvQy375GOOgxr4o4aDJuN3OyHbBBACuzXaDxtCRrajDbWgvs2BYtlAQTmrgfQa0TNmVQ6r5xupQUWDxSZmjsUaEMC+7jgQ1ltM04+H7B8RKvY2Dr0RxKw3cx7AzKQHJXuPbF2JqHXQWoSqCP0WYqR/L5i1aURsAbVbLQ/l1hU1ebMKoPXwNidRwvQajugwdtwbuiMh1lpfyw7puvKZdCi+ReMl62sCg3aCrscTtjrsDsXmbsOZrEct2bZCrHoNQbKgELfE8IBw2k9KzwyoEGKsbkqFEAdEIq9ggbw0shCi2axK2rOXIk51qKEhBxgnXs0q42dL1h2EmdDyZ45Q3HG/VZIprmaymCl/GiZaXLmQb8RNyVMq4pFRRkI/JAKX3vFk0dRUcRw2hRcO4qk3UswDs6umc444rIyLFobNJCB5iwjNiinq5Bn+0bohBl1atn2zCiK3gGJ53D/0sp48aklRzur2VTlMa5r4v2Vt8QxLehb4vrRZveuri07/8iQ+e2j6j+AJSVUv/4WcHnNpgTnl5wqtC3ccoH8yn24ozUDr7oFxkTRTs9mvjlnwHm4s1ODQ/Khp0BnR0+TdL0BHj8ruHbwhEumyXy5XfAihd8Xu1dABoZQRlgpQMI58zTRoG2Cn4f3kM8v4I+P4K423OTTa5z+mV9Ac95DrSPVX2SyhguA9nUEYEEE4GfV21or5POlOy/YrC4+lnWpU6C53LnC6rBDrWa4snyfzQ+Iuy6eJjTXGeEAbkexaQlmKkMHiIM318kKok4cApWzXm8ZsDWo6AMLMIirEyLfLPuuUMf6vYj2OkEbAfso3i65NAj24pdi5v2Cd9d71h0uv4vND2JN1sbhLHAgmXnJACjXKsyCuiuFQrrgObMf0EKhHjeLtjPKVyqzBsXoAZhYBo7n1jy3AaMGBmu8QDaHUe1mBl7Vnv4nmvUXDB7YvtTQiCoL1VDMoTCjblbbaIFZIZvu8WBQEsCA/c4/RhtjzTx11qVJR5KM1c6jByAcevUOIctJHCm7UJgxqRR+66sJkxhVMSvPGE8aepnL4HVjySi2sjJTsMEjwTDyD7cJU4jEDfQVcWMkti6QSLUZOCNw5X5MHWfp3eODPGeiqszZeNnIGfVmhN8N3J8nl/BfexvV1x/B7Xv6Lm13bLqwXhbo6yOW5yJw55QIUQwj4QodaSTo+vefIm927EHZ1Myk24Y+JaKExDiSYbLZGQfcrVclEx/G0oYsMcgDYDYPUKDTDywuhsCsXFkuijVpNt7URlN0AokAYFG0rm1GgA+eSrD3mF67BzQ10vES/jOv80IC5jvN38msKK2oCFUAJXjMGyYApSCiAUAl7Uqlmzpn9ELFyFU9Z2o+B7NzBSS7r13Bk3PBjOtNxuFUfEokuPihZJIuwwQ/mhkfToNtf/5e1XOGMXXO/EGCdHuZS/jVYVGDoNH9ZMZhnh6tL14vrsjJU8Vz4EUMpPCLslyOvxExHAfbZr1j0Dd6pCxUlQLhkG9YnOr5colT/nrLh3o4orikP2KGHhuqPnMg40bXnysI9MHvjCuKcrz04wx9oenx2sEyQ2bW3A4kYJN6KscoGHi1T8VoKrOnpeLWKoxhMVMKsBI49T7TGdy0qm7cj35MuPdLUykO6gCkmLZQEnVWo/eXBs05tBaGhHoz4en3t9g+qK3FmnU6UmvZ2blItbPmwVpYBGQAmxL8EHG40xDy6SP6sxrG4U4ZYTdi+1JrSVDqpE2cNEgGUPpRpmw1BuSMcNXzuN2siKksqLaCNVuoPPKiRlyxE/zh4RppUSE+vAW3WjGhzJktFVdLpGfnwLOLj8W4n4vA7YJnZ5muZXYafDF1Mgx5uDF1II97NlURhST6Hvl6w6y5J4He1Jd1XbJtdRvUokHK8Ksl8jCQvx1jeV/hDxXmzKTyactqNO7eIsbdD0DfUxKfE0fRvpesxUvT0gbjWXcjkwSKCdMcx3OzbBlQ5gHsZlbMW31NbD0B1slcH3al2FGgw/WlGgzgGkiEEWHWq0AZ+SX41jvuV73Jxhv3sQwiKsenHBwmJNIBYlw5m/IrA2R31xfFqEA56iioRVc4h8Ops8Be7ZNx3BUvLz7bBQYKIwcJZrFOtlnOqRZuC3e8uO2pG6J+xxo/BGf0TVNHCpZ/OAu23qc/6NBdlI3NW8wVmbuTrJQQUS2Zbux4ToaTCkk93mWAzRUYjIYsjYP1+nDWMPcFKW6SfF8LgipLh6gTAYFMdEbmYY55yqWfi1a0RZjvRe6uQp6U0VyO1rHG+P8S1BWqUl8TDeixISR095f2ePLDMD43pEiOxMIlZ6AM/s3FSBWoZM5hP5G7XRECSS0hG3qYVGyGnEuwHY8brN/cywAnM1XJshW3dmNkIJZaWq4D2SXLmscQkw1cOhhp13gN6NkBqaUjYft4Rx75GJHOjuHv3y2UZ+/5T2f432J5LgI3Er1G8n5Pxog2Dh4GKO3O7FUB+mNPAuyLQ59bdOR+15Vlys45y6wRApsirMTCVTrt5P2BN6M2AvYe/tYpC5E64lUVBw7hkJuX9+kxB5q6Rn77PcI74jCIEIivLzrk3R6p8th/6jaGB0e4/swRdvdrC84KI6jh0SjYpBo5qThEP98fuxtsk+6CjI1YlwxRaYbqDaL+38ORu+H8pxiw4b0VsH2JcnGjJTqU4B/LPvspG9VQudxKCVRu+vUrDD6bh77g2QcUYY8Drl/zqLcoWa4X2EOC+riSKXQNdBfZZhLbB6F4X6QsKlNi6c11FChDYBmBKFQwMy2csXMAlMxa1qcCHgp3pHONg0Euitlrwc+L74nLYhfrmVXf+9s03lJvbvNhd9zG1SeqGwwQNkEWBoT4b4d9QhDRUPYMtsq2gbA/LAlwsH1VKp6LWRwGFW/jrCEHwiGx44zhcFZJts3zmII3eTkc7Wazd+hPBbeV9bqUsbtXIyn2L5g8XRJBPxMZSAhrOJuxIGWE/YRpGVAdKJP3/YTX/199kcor82c3IdfeTKm04YTTgA5JjqZMV8CBTKVqOyEK93xOPUy1eJ805Hvr7IldjEpRN9dBjKzEZ3xXOsPnOtjsJzsJ2M4RT4+EaJ7+wBqpCaguehZO26oURStPb+77t2nlIYQI17X4OIz7+ZC8N/fzD/8T/1sAQHPew//6Nwg3OAfcvwN3GJCePiMsor4ibUu5eghCGTyUFapjoGDSeRilE7wzDDrv9jxRI5smqLgm99J0OKayLc3onSOEstuX9b7ygLh5zmZQ5ZoabrFAurwqvuLLJR7/t18VVgXsRrHCoCcfmAVJALNArl4d3EG2Hmuusknbd/foZU0ed8nWw8h1KkQBwCT0yuaYUw3pNczfu4tkAV0DoAY1w22lcFn1hBZCX1wHdR/GZcnuqwOLWRqIfSxydZP7S+asQhcA1sRAs3YdcADgcOawfJyss71a5CqW6SIHhOY6Cp2NA0m1TxiOghlOmdtflHMoWR3PmZzrkYwVY6QkoWAqPj87lxQside4Br98c1awP/NYPYrmK6PQhFH/JENVWMpN5Xq5iZm2BWOU/VZ3QC2gQvB/rS+ostZPDLyKBVuRVPDicRVQX9N0aVqwyBg7L/BEMU6zdQaHSnzHx6OKikctcNfsAqS9LQG5p1Mxu9Il9JEUvpYK1Hlxstqx44waTann+NyUya6b2MTqsdp50n6UBoECmO2TNubgAKsXtbB3uE8F+09aHBZxjtH8xkifksoL5p3LTAtAagIbE69a+DEiPL5khy1HKPhvPPmPcTk8+ki85DnJuNlsdPFr79K69WhNCfnZCa5+8C7SxSX87VsU1KyWJTu+fQbcPmXwVRc/562wqW5+FrQV5hDIJA/E0OF8wda1W858aaXBpwltnM0K8PgZsfM7tygGOj7ivlQV0g9+GsOPfhrptYfImy3Wb9OBULHrG/7awaHZ5iKmGWEBTrHMuSRdqYSxduieZbmB2c5MM/hxWYQdtBxF6Xkp8IgqCHXRDHZ/xgzZBEI6zY3ldx10UqWZYsnkddGiJcAseXc3GO0tVcJ2GUhL087uOsPQpr5aDKPviuxDyrj8LmbqahtAZkM5pqktLdS0+W51kA4vMqV3OWNYi+dFYisy5Qobx13O+1u/16F7NnEQdGTIKBPncOrZsi04s+FNgcwOikKyDXxaY1g+Ybarqs7YULI+Lr2pJOttLEEb5aHPwkZpLieRzzMwa1FwPvBoAI8ts+lJ1p+CwyRNHADJ0Fsv2bZQCyu67TVXk5lDjUvPe1OKigWiIbWQfPdsne7VHKvaJRskqkMswhwRzYQ+otpP5ivCAdsZA0RhETWqCn0sHi+awUrANVrfEK0zvPK7rZDp5+dTCpzSOSc3pe3Y3LqVLcvEdVDOsXb2UbWkNWTwHqljtj4X7SBn+G2PJ59bIrc1qqsD5e9q4aGdvdIMz/vQ8nwE7qpC82tvAW1DEvp2yx3vB6zf3MF1HdLZWhocZKTrDVxTIx0tMN07hqtFwSjCGaQkAbqipB2wYOzWaxZCE/1RXFUJtuRK0VIaKKCpyWzxnk6DOfGfD3QzdA65H5AePwWePCOeLU0g8qFHuO45ZX7vCcYf/CQOt2tTGNa70g1GIQS1LdVgpxmsZojqwLd6FM1xkNkgUB24nnoHk8+bDNs7QgWKpwrGPffnqHdZHigG+WZDvDWHEow5UMDw4ViXDHhcefMMUZbFJA0Tqp776CKFLgrBKC47dQwGapGqMASyiGaErWEZt2MGd+uLzOjCkM1GlgIaua0Expg6WYec53EdrEUce1dywPCjZKAQuwCdkQhE8uCvUyiiWaA1ePAOy8eRhl9an5BgGfoM9Z5m4ViYCnPcXOoT9Ekv8BNZKNLRXWOwSuEVMpHmDfAoQpTgjElTX0e055PRC5EAr37oUWwOMljYTOXahSHd6EuZHYgVjxnLR7SXRc5WOAXIBlGWiN1rDama1Wa0RgqpchjXlZ07g48yzIQptcG420oLHY5rHG7RM5uzJG9FSB1kXcrWUYf2ANLdvacYptjBetvnVHn0Z7XAL0ID3AsUIoOSFhxdTEhdjdRUiEsmgI9+ayviG3pye2maMB41ZlHLDL3MLtK6w/2fu4QbOKNxhxH52TkZcrsdY49/3jHucWKWvNsD/WDmTlr4i596CPfWIzGIOsAtl/x5GFFdivH4ZiPBNTNYq7Ofd6WBcE78njRjcJJdO/MAj2SyiJugYUwh0GhKWqEpZVBxd7dcwiTzYkSVDwfgnffR/drbyLs96ncvcfoXv2BNEOYFR32orBiIm1BE9sD2YWBQ3XMazX6P2ah62ph2OHLWqKA0wYWp4ky5loR9IN4mCqlsXvbSdb2oFb0FalXhwTItZa9UM/l6Mp8TWLVeFZU3/VbKT0AHB2dUyFSJWvNYVJNCk1SXuv7YS9AtfSbNHXHSVlg3s8I5VXJclubAagmgS70vVEtloQRRbs7dFlXVOK588QoJMBbL4ZQzjGEdYPaikukrldApfOVn+1KX4OuEVqgK27l03gQyWbPehPpKajxJZwbBuuWoWMU6w2+jOQVSMekMmjCpuRTldNai3eHntE+9frwXyPLgdSKLZlrX5pWi/TJVWOMHugDGTjrsCFXPWDQJqK8nVPuI5aORMwOljEZm0IRqpDckYMVJP8RZppxuYNlILIim2uPt35M5EO0nGkbVvF4GUWoNYaaIDDv6vew+ObLFWWahMgeH6aRF2E/sM4kZFVGk99kBcdUgLhtk75EXDdzpCanL+wMJFR+zPB+BW3C6dHGJdHVNXFj42bETN8CTI+TVAvm1hwyuwwicX2G8s4Q2XxhfvVPk6c5TEj9Q0WgQyCSDhFL6FMcOrCrnyG42+dAXF0EAuHWCfLQivNIPLKROUwnYjoIg17VlBtC2hGUWHfI778OdnuD0v/gKectCUUsBxvcFcKN6v3nZW9bXXmR7X5sMRP2+BQ6gvSg4r1LvfFTDKXHMC9x2Fjw0tk6EJQ7LD2aMEnko+xMNInyNQd4ZBzwF7Z5T8F0dWDS7V4VidUgYjpxBH9qZZ/OKn/XWlHWIYKXeCA1P2rSpmlEx8WTBrGSMHHx4zEo1LB19OJvY3S+GV4WfrRa7sPqCNprIOlDFbG3WuMNaTNUpfDYutxqGhZGzDZ1dFXViwakUD1f4RSmESd0itbYoQd0wbNmHOd0ue3p96/tBGiwrs8ZlaR228CLmkXOv0vfKWcNg7UGpRULFtn0sGaSyamLrMS2CBUadnbiU2blmRkXVoBgOEVE43CZEyuJDIjO+uCCl1EX2rwxi+QopDOrg5vto26ZPCIuhsfXWOgxaw6gI71TbCZ/+M6Nl+gicfWvHnMLwYkKXKxYzU8Pj/PS/N9L7e1HbOVRGTVw3xgRSeiK7w/P3sBtMAJTWS+DBXbZRjNGu90eGzG/9luysc6865/5L59znnXO/5pz738jrt5xzf8k592X5eSavO+fcv+qce8M59/eccz/y7baBDDjnCvwwCDOjqlB/8W24PmJ8+RbG+8fwVzvg4T3CJrdOUD3dY3rlNqYfeB3V040Q1x2D6jiKb0g2FgmLjFJ8BCybUPqga2rgwV3gU68Cn/kE3MkRUAXg0WOgCtKcwTNQS99KJw6EeRiItztHLDxlvl/XcKsVcl3h2e/5lBWoNCCocdHFZ0omA+ew/CCZErAS5oCyFdSHm1CLpynUMPc4kcx2VhjUAhsd5eTUB4fDmbPtGFVLpq3Zc9DQjFMHGTUVmlPuzOHQFVzcJP0ReO/3TJg6j2oH43Hr7GD9dsLUktY4tQUyKZavJfjazCTD6ILqc64sCivafSig6X5PncPxm1HYOTozKRl7+WwJ7Frgja0X0zAYvzyqZ8hUYBsztoJCG7jJYhHIx2WyVqaFZ4DNJSBbb8xcmC7WJMGgMof6UphYcu/kALQXk3Hm9fMquBlXwTL1MCit0gOeLn8As+Na2BrqgqhWvcpr1iU2HvPWZ8qzV5zbD1RFWpNizGC249qyeC0UQ9cjCYhm4HqMSdgj6qej20ltsMHQONeynvG05aylKWHPia0qRAeByFZqxgrRz6k6W7jcABD2I3wfEQ70EPdjLHRKwdlvmFQJvp7rwG1OiQwTGQgQHOKtFfLD25g+ed/uy49afiMZ9wTgX8g5fx+AHwfwv3TOfR+APw7gL+ecPwPgL8vfAPD7AXxG/v00gD/xbbcgTn15mliYFCk7YkLebm2krN+/pAz+7fdJ16sC3ONnqB5dkoazbOH2PcU2zjHI1hWzZxH4qF2sQSlty4DetvCrJdx6BTdF5LYm/iQURHd0REGNenIr3g0gjyOcBPXcD8Cig791xtE5Jc4A7t1CvL3mCZXApAVCZXQcfaNgu+NCjPj7m5kVseKCX2twqHZ0/FMBStR6qj73kknOva9Vkdk9y7MCn2TToWSDU+csgPmpUAzV6U+l88ZrBn8fVs6YDLEG7v2V2gK2BqAUpFArvOJmm9CdRwnEJctVKhwEk54bZmUtMrni2Ocka9aAF0YG/an1hmsz8Mn7Q1E7uii2rYmOgPUuyWzCGVavfGXFs7UGUWwCZF+0hqHnHGX2wX2XwCIDYlz4UlyUoORHzhCmTrI/yWK1LRoVhDW506JeDHKNtPCoNYXUcP37W1KsdAXyUDyb3tX83rSojJvsptL9nUG5OD4aUySW68IbNttsgfTR8n21Jq63hEEUo/cxMwP3s+MVO4ci2MmC8QtdUBMJhQhzNo+S7DgY/c/+9f9YZgXBIKss20mNt8zaj/QLj4uKmT7A2UdbzSxbwQzbAbuXl4XrPkTkQKk8RMjjxkgaYuVZPJX+ljxficrKQAxdVZWa8X+r5dsG7pzzeznnX5TfrwF8AcDLAH4SwJ+Wj/1pAH9Qfv9JAP9u5vI3AZw65x5+u+2or0jebglj5CQd3iu4dx6h+pWvAo+f2mfzOMJdXJM5cn4B/8ZbcF9/h1nz8RE9u/d7mkPVFdSX2+xcAUIpO9q1UqbugBCQ3n0f/stvIn3lG8jvvE9BT/DY/o5Ps4B6RC8Vt1qZl3fe7pCXHabPfYo+BndOgNunOHzuNVz+6ANc/MAZLj6zKhmCZKH9sfJFeTNqsTEItrx5GNBcJViHb8AettgAsSkcagtuAMIAuYFlGhsz/CgBNhSs1Ou0NQkveeY1olag82YNcxwWoAOh4dkR1gyXQbjQA8M4mxFkCIZO5kroidErW0SLiPPj4UZdgWUkG59jzhrMNHOmwyGzW2VqVAfpRDTrw6n7qwElHHi+p87jG/8dZw+5Br9RHATtGVGFnc5wJEhNHRkbhFcku1zO+NyQjF0YF/OGEPMu9OoXogwMvdbaZEKPe1wzo1WHPheLqx9kJgQAfshYPUrwQy4iGZnp6Tpj66XBrwhRZvugwpm5GEcFKOr7zXWqMRcDrOLJus9UvtIj+3CbCVKUYDu3Mk5N4WublN6rWIwjYKq5v2/+PiouVeGpi48Zf+J//Ufl+OXmjWQi/c//5H/CQfqapIQgVESXMsJeVJnTzPFvppLMtUf7bBSTL8Ktc+97u4Y626k91JNb72nIDMb3E+A94nELvxu/yYrixvF867e+eXHOfRLADwP4eQD3c87vyVvvA7gvv78M4K3Z196W1z5mxfxBDnUouDLA/pMAhTPOFyreMCJdSYcbd5PCl/cSjBeL4uudkrQ2E9aJ80Whmckwydsd8vWWOPWtM4QH9+j1fbRG//odrP76l5FO19j8lgd48ru/i6wVVTk1NfDsAs0758CzC1x/6gjv/2O3cTgjC+Hisx5asNEsTLNJzfhMoCJTf2R6j/SnnvanM1xQ+dGpZgY8rhjI7ZRGWCFSjfKnReH9WqASJWFxsStFQwBW4Jw6Z5h6kua+2kexP/VorpkpX7/mbSofG36u6pkFKsQyrti2LTYoXuE1IZv+OBgNMQk+r3CMudPFbAFQg3kY2TFesVczzRJ2xrwzu52PTvHbwsWeWodx7TF1FCG9+rMUtCg1EY4CGzX4itr7snLG3dbil/J8q76wM7rzaEwdpSzSg9pbRj+3QVAnxdg6NJcRqSGLZJLMfBJTqCAq0moXxdRJBushG59cZfSKR9NmtUBbKgNPrS+QBR98g0VS49HfqhlwF14aEU+i4kw2aOUAHM6Y2Va7UgDVjN5w4wwbEEYp4KrUXSEvFzPcmGhc1Ue7N30fZRARiXrKeOUvM3OvDoVKV2Anwb/1eCXr/9f+2H+Ps9yTTpovUIHpD/p5UUvWXvy0ec0e/bYV3EAb17Af5ToFTKtaYJUkODgplko5RMwFogHgrw8mq/ePL1A9vobf7hmnvsXyG7Z1dc6tAfxZAH8s53zlZvhLzjk793Hjw0eu76dBKAWdX7GFmFZS5w0UpEekiVkAU1C64Hn9cwJGQi0qnHFtSxMpX7Nt2UK611QziuCoQT0jH3bwZ6dIl1fAd72C9MWvwq9X2P7EpzEtPcaFw+2f7+HefB+rw4jqlRPsP30XzUUP/5V3iJHHBGCD7U98Gvs73oLHYe2xfkunkoDao5obn2TAh9sOq/dQpocpm83qvACnQYZOd8DhNoNHc1UwRpMFCwa7u+fRPUsijccs2KhwgtuIUqDT7J+B2QkWKlmZZBT9qYebgPqaQaE/cjh6Kxm7QzvxmM92Bvojb5kwO/xIsW2CYd8KjSgM8eFmyFGmy/pQV4kBsN6xWDUuvOHxCltYRxknsw45r+r9QsiJhljDkWTnPWc8yw8SnC+ScT9SyTgeifJupmL1AgOhKtCB0u3mA4R2fG+uyX3WjHZuN6sNnqttvpmBx4x6o00dPKXxMohmX3Kx4biCenvHxpOKqKwWq1HIPSA9HmNHqt3hds2O8lOGq8WMyVE9Oay92NNyn4ej2lSRinO7KWP1LluskfmSMNXBYCbeGFKncUD3dLw5C5Frawygo5rcb1VeDgmxo+pUhTbVPmIMmmgw0FpXndkMKQWHMNLy1Uu7M6UPQk3XZNDl7COUjjgqxAkOD//GtQXk1GorOBYfjRcuuLeTFmnjWYdmTMjwZWZyeY1wtSFKsOzgrrfI62XRinzE8hvKuJ1zNRi0/4Oc838qLz9SCER+fiCvvwPg1dnXX5HXbiw55z+Vc/6xnPOPNU5ofIuumEhVFTCO1jABgLQs4yirbBC/WjLoqyw+ePhbZ3Cnx+RoH3oGbTWjignpakOsO4Qi5ulawDlc/oHvh9sPwG/5DOAD2vMBp//fN3Hn5z5ggXG/B55dov3lr2N3v8b21RXyq/eZ9b/+MtL1Bru7Ac1VRrWH+FBnC8QKWygNTdkHyMDqXf5U1zpAin6zLFGpclMHYy20Fxn1BoCTIIsyhQY47V4+SvQqkXVo5goHKRDKdZHip5oUuQQsnrIjjGLr5s6XYBh8doRNptZhf0uq7rNek9plZl5U4wYhRUnJ4iM/dzjlYDYcudKHc7aoOZZCBiZZz4U3Pqy9DQypotmTUherQzafFzU5oncHcP6HtoQ5+oz9/XI+NVOOrce4ZhalGW9snGzPWRMEtX0lA6EMNgAkyDpjkWhRF7gZ4Jsr+lq7KVuA1sEoVY4OfvuE+nqiyAcwPrvCVsiQ1l4gZFLdhFxi4zEeBUyrYK/X1xHhwIKiQi1+SIiLgPaK21QVZLUrQhjN4vVvTULG44qvOSogc3BG/+MAIDOXRmmV6QY0VO0oJa82I6oNBwQfi4xeB4j6apTEKGHx/g5mGSGDAPtSykwzJmjXd85+GVyH4xrqw60inVx5YYGMiKsacVEZRzwJ3zs1HtO6QWoY6K0DvDJUgkfzVMQ2OaN65ymqJ9eAyNtzXcFdb4GuhdO2it9i+Y2wShyAfxvAF3LO/8rsrZ8B8FPy+08B+M9mr/+zwi75cQCXM0jl4zZkVVvrsC60OicufOrHbRJ0gLzsRWcFSaSM9Owc6ckzYuSLjoG97+HOTsBGCwt+PyfzBsiv3MfhM/c5DXv8DNk7jN/zCosKMSJ+6SvIW2k4DMC1Lc7+3K/g+JcfAc7h8Fs/Bbcf4JdLNhaQYKY2qgCsp6DxmiMzUK1Al4a4Mp2TzFKpXwqvuMwGBk9+0Ekw5nQx1g7tOW9QC5JgQLr8Lm8NBiisuQmD6DaLHLkUmWLD4FfvtbDIAUUz4Upk+rF16E8dVh9EaMeVaVEUoPUuodpnC1r7Ox7jUm1Qge1LDpuXKORZPJNu7CPkIeV2r1/zlnnrHC/Wjtm23Ee0Ov2Q2EcEM/NmFX4C2stkNMIkAffO/2OJ9jpiOPI4+0Ky86OG/zoQqeQ9e4ftA4/uPGJaeNlvbc3m7HgJgwlWOhX8/nAaeI5CcUm0TjgShHLlKD+XjDkumKXHBfH2aRFsn7ID6k2CMkg0oCcZbC8/QRZHmblldE9G5Nn9qUZUbC3mLANV2MP4+QfCPLH1kgUT8pmWLOD5IVKYo7OaMRVxkNADtYu8zgRiSz8SLUKacGZKiEv6fDjxcdHWbQBYCxCZPMDioRd6IyCDr9zzyqNP6qstRUw4h3o3WZI1LiuZNXEd20+uySTZ02hO2SRwDtX1ADUoo7+5t+36Sdq9jRH+akd5e98jX14h7w9I2x3cgRqSvGHG/d/Iq8Q5948A+P8A+BXAnGv/9yDO/R8BeA3ANwD80ZzzMwn0/zqA3wdgB+B/knP+hY/bxkl1J//46p82FaOrK+Fftwzg6i2iXiV1BXgR4yiPWjjZOSZyqGMiLi4KS/f2I2LeV9fMskOga19d07DqZA3Xj0jPzsnHXi2x/cGXsPzyU6TjBcKTK+S2gbvaIB+tAO/htnukWzSj8pdb5OsNnv2+zwpPG2aNGkbMCmci7vAwfw71JtHpfL1ly69pwRZi+r5RByEKRo1VktXElgOF0dQkYxnWhGZYeEKh80mhR7MaP8FcBvW72TnDqKfOY3ff4eTr0TBmLWYBN2EUvsAfYSDPfFw7rN8tqk+DQwCDhLJnFr+749FekSnTXuUbFEHDLIWzPS48auEpb+8FdBeFqkccGzbgqGBGB9YoznpVn2w9KrX2I7fPwmqyY1SYqUj3ixClFSdAVWAymGY7N/Pu8+GQMBwzwGmPyqtPVFi9n0q3mj1FI2FIsKbAAiUZH1qgjm9ym5TiaK7K+R7FFKqeyc/V4MpwaOlRaffBlAtlTmYSHJgiUlvYH/NzFATWSIL1a7Ngxf51BmGQYOfRPRkIS4zM9L2tb4bFV4R0fB+ZEcu6teiZVSbvOMuYVhUz9MAgHQ4TxuOmyOA1G3eg1F4+p4NJfTlYcwej6s4UkABQXfZwKWE67kgNlGvhRI+hQdwPEeFdEiyml28jXB+AccJ07xj1Nx4DAHUsEvB/7vpncDl+cHOqCX3mnweTqXAn/8TpH+YfMZogJ8fEg5CiJDz1+2oalXM23HvuH+KWC+tsg8xCpMro7fPKxe5apFtHcLsebhiRd1RW5kULdxgwfPIu+ls1lm9ukboK9VtPMLx+D9uXWpz9rfc4BVp1hFdyRjpd4fIzK2TPYiASA7K61LkEjGsIN5u7okpGM3KSxaxHtZgii9mYSpC70SjWwbDLVAGHOw6rd4rP9XDEQBgbh+1LfG8uAGJAKCIPbYfFB7BkmpSjEzuut6l0c5FiI90Fs2WlLAzCoIr9bc9mDH0xbupPaJ6lsIqbeWboeaEpVaEkKo1NJfFKUWy2hcPLaXC2Y9IBQzHlYq8KaEsvVZZqRj3P1BVOSqEMprreuYxdB+e5Ta+eXxv0ZKakplp+ENe7KPWNvRxnRfwcgNm9zguuKjwy1WMuAZiWCNlYJuGQsL9dYfFsMl8NrbOcf7bCrS9Osi/JBneFk5RJoj0zFRcGYFk472lgbiA1l+Obx7jez+Kt46UX59w4ivhyGRAAQiTZEWaqr0bEZWXZudZn1KnPHovMQQcxk8UhvPIwFggp1l4GIwqX6quRccWLPev8ORMWjbJD5uZT7LDjSysz5xC2PXJTIbx/jny8kq43AeFyj7Tu4DcH4MkFqN4m9PtzF//P59xkShdVN4pIRoN2Vv9r7eyuUnXBp1mcnDFRhOKHFMkFPxy+2ThqoCtgXrTwz66BZxfIOzoM5u0OuLhGXna4fq3lg7usUX/tfWCaUP3il3D28+/i4sce4Opz93D+Ayd49lvv4uoH7+LpD6zLzTtT+5Xu7MC0dKUA52AZmJobKS6oPFvjXFuGAKMTEoqBiDhK0HaihFw8Ugig+HQ/+SFS8I7eFDtQxYozpFdlKWoWMU22gWRc0GBJj23zcjAKG7NYOceuBDYWYmGKTev605W/x1UpzikjpNkye1Zc/Z//3/1ZCoaEdaLF2qlzxRRLAqbVFKbC0543nlDfcR0YlIGiZllzdo16cuvPuddKoSYWaIv4c6lVTN1NXrcaS6ksX5krWVSt2oHHahUZhC/UhkD5/0Ey3dmgnyuZGYgHucJTRf2Z0WyS9OSUxg4Df975lZHK3FrVsSWzV98Oo19Os6zSzQLwRMgzNcL8yWUGp+c+dt4GXT3G2Hpbhz4X2t0ne9mnGRWwOkRMR3WZvc0Xyc7nwTYFaSQRM1IXbBCGh4lj4BzCfjJGUK5cwfkhz4LI2pUWafdUJpbtckY4ENZSv254NiTOqwXc1ZYZ+H4E3vuAxnqbvSWlqCsy7Obubx9ano/A7RyLi9PEzFrsUZGy2aQiJ+SR9qt5lM/J++Z/7Vyh+AVfGifEyPe6joOD5/byJx4iHXXElIaxeG7fPuU2n55LcJIb8d4Zcj+QfbJe4uSvfQ3Hf+kLxJwPGdevBqHoORx/Zc/O4TUhjNiUjLt7yiDITJSnYO5dMg8iAAwj1YzGJeLLyofW7LOSVmKaQXfPElKDwpqQAHD2eWbLOgVV+T0A+AGF1eCd3ZTWbb12N/bbJRY+hyNnboQA16EURr7A7dR7in06UWMWwY/D6v1kAWbxVPtFCiwyZLRXCf/G//EPY/V+Mom6BpQwQrJsmMui7ndsnTWbAFCYJVJ4oiiHD+q4cCYQ0sEBgHm2aIDKalUwg3u02NufBtSbiNixGFpvErpnkdDHIdn6ldHSXEerAeQgdMNKPL4DJe8uwpgppXM4MebsHYYj8XDvPP3cPSzzVndChV6mJYMLZ0qeHXjkM9mxoXO1jSXQ5jI4aeAMfbKgr8VOg8wcmI0mnYFkC7b6vnbdidr3ETLYDMkUkan2FOJUZJJoVl5qRh/K5t1ssB6S8ch13cbPFqjGRE4JyLVHtaUvODJQSUPhFDz2d8SRUHzAdy8tbCZBwzPpJNST8z2taii10kknndSEYifbMC65vfgixcgZ/skxKYDS6eubR6OyPB+BG2DAbNtZ0E6lhZli13UFtA2tU+/fwYdtD42zLc02KXufKJSpK7iKakyIq5/76tvw33gfAGD0xqaG2+yQDwfkB3dR7RKW7+5t1HTrFdL5Bdw7jygOunMLZ7/wGNevBVx9z4RpAdz92a+ifnSJ01+5IM1tP5NOi9TcJTGEOmRz3POiOlPGgB81I4Nl4SremMt/TdAxm/4rZ7beFu4zgy4zqDAwA5+k8KQNizWLVNc9zUaV3QIHXL3upRM8jH1Sb0szYl36k5s3HvFj/k7DqNICbO6xvb/tb/zND8C629OqNcux8G0Tr0iWquwUzZyz1hNEsKP7GuuS/QKEng6nvrREEyjBWqIBNlhMnb9RBAZ4PuotRT66qIMfZ0HejrfepcIFF4jFiqlZ/LZD+RvCaFFBS+kwk9FeRgQxG1PTMWWyzLNxxZVtf6V+EhcMSuwegxuZKiG2YMVDxdd1vzmYlMwTgGXiBt1I0pG9sw41en4LmybZ8RRhT3ldz/38mIh7U8ijs8fYUlKuAjKFv9itp9D6/IFFxrgQhWXl2AHe07NEBUhHXz9wpiLf7T7oZ4OWN9ZJXNVwU0K1HYufyaKSAUlqH3fWmO4cGc/bdR2w6Bjv2poakq7jPn+MretvmMf9HV0ciG1rI+BxYid178gkaSiVzjEhP35KymDb8PoFEcDkZM2E8zgZBgUA+eFt4kuPL4Ep0j9E8W8R/Lgl5erOOaCukV65i/GkJeZVe9TviG3ryRFPbtNg91texvKLj5DffB8v/3sXeGW9okS+bfDkH3lIj2mnBk98SFLDYs+0Yka6u+fRngumWjt4DVhOoBIAGc68s9Vlb1yIwAMAchHR0GLVIRyUXudsWq+ZqGbfczn81DlxiMsmtjGMWYI+/bOB46+ngimqgc6McpqEHVEdOFCl4LC/67B8lC3r58BRsqSqZ8EVjqKjaeHNEgA2ZQe0oYJ2iycGrLavfHCVm6xT/dhAHBkle++1WAjEGUacApCku73WBEz0M2VrKpECB/pUOZHDZyvQ5QAk6IBRBiVTgcoAFHIRUZEi6op741QGZw3k2fH90KfCOpKfyvgAuB/dswH7O41BDhroKGVX2ENmWDrYGoQkjJdAGI4daWIp4klvSxUeufyhwijA6yUwgr6XHdhpJjjrhmOe6JNg5oJlx47ZqbJbVNGKlDGuKtSb6Qbn3KWMah9FRq+cbJ6bcV2h2rExg8EnomBky7ds1rBzSKgYayWkRSWzbu4PnIObou0X26OxXqBQifL9MSWkrsJ00ppgSPHwdLYmDdmDHkz7Hjg5Nhj345bnI+PO4JRBgq1fLThdWCyMt60dcVxTM4BfbyxI55z5c5rAQqY3yAUhIH/+DfR3Fhhevc2su6qsOIlhZF/LHd3+0p0z5OMVwqMLtO9dY3+3xrPvWyKdHSG9cpcj4a1TIAQ0Fz1yFeDv3uFxxIR4awUAGFfA/ixYUVIzhNBnDCfOeMPds6Lys2WWwRUmRWFR0NeZCkTlVisfOfS5wB2SqAxHBavMrlDrSIcSvDIrfokbvGsN2hqE5j4U9DYhFDS1SmUr02oNGi4D63fSLPsFVICj/SrVB4X/GNypmqQiVAU1AD1QxqWqL8V0a0cmzuGUlMRBeNaACIck8NB3hSwVPY8KNem5Xj5OMrhkqGqRLbg4O/KSGauXdaxLKzn1CtfjV4gi7EmbmysLi+GVx+FEqWOSBctApVxwCk2YhRsdMTOAalcaHQSH4xraUFmD9rybT38cjK6pg8I8K9efw1FAf1aJCZRY4srsbY5DGytpTHY/FetbpUS6UlANZcbgpmxQy3Ba2ba1NZr2tdTf/cgCpsIW7HDDYKkwilIIAaB92rOZsIq2QmkvBjCLvpHRg7AJH7SbfiHWy1L/DtL9Zu7N4kBhkAw8uQ0C64KDg5wPPsce09kCqatZi+t7YLenViTMVF0fsTwfgdsxc845M5iqhL0K8Es28FUWiTFH6hrx4hJuvaI51HJZFJVOGCaCb/v1Cstffgvblzvk0yOYb7bi3fsD8OpD0hG/+AbwzvucLi0bhCGjuc64/vQRrj91hPHeEfpXz3D+O18VzrnD+MptM71CylQ9OVL5gvBxY8Mb//qTwHAsD6Xg3zZVnAo+bVmKg+Gzw2p203hHv4lYIAqFTOpdkmxb6HV73vTj0tu6zMBIOKoa1BXDNUqZZNouE0e++qS3zL8/5vqaDYOACl6yL8HMZaW6adYKg40Uz1Y1pwlRQsls/cTGDrFWNSa55MsnhfEwterjwUbG1Z7r3T4MDOxDsm7y9ZbZvGbUimNbs2TH/VBjLTZ/mLk09kXFqA0QtIuPBvPYwHjYqRFKn/Cxb2SmgJlRNRsKWrSwbF1UgBJwJpGwp2ySdw3o1a74q+h3yP5wFljIr/ZoL6NBb9WuBC6FcbxwpEOfhQ8u167zJiW32YzUB5AEipDZx7QMJaueSpE2O6A9781Iy898P7rHA4U3DhaglZ1iXPwts2392wqkgGXwijlPi4BpWRWPb7F/mNYN1KRKG/zGjgF2Wtd2vmlSBcu23Ug2i+9Ldu0Hepf4wwQ/TKactKbkqcxIYlcZ1k5qKEU6qQkYX7sD3GYNzaymP2Z5PgK3TtPahgf88C5w5wzpgydwx2sKbOqKYpympu1r1yLc5efy8Rpuvfzm9WrPyXFC2mxx+p//OvDOIzGNoi+CNVv42ltw6xV2/9SPwJ2dIp0dgR0+BDdrGMC2L7WInSeOuaiQTpa4/uQC44MTXP/gffR3Olz8ljO4zIxYb1AKDYDhdsS/+M/8h7j4Xpl6C2YLwBghAG5mLo7Zn3o7K+NjFHaKGjVpAB/WHlU/4z6LsZMyUcaVkwDKB0IbA3+TaUEGUkOIJUoA6p5ma7LAjuSFK62tswDcgG6M0eKd7QvZGXyQ632accIZSLWYqwMNGTECFwzZhEtKo1Mmi079swOO3o4GcezuOWP2qOpS6Yl0NyznIIrYyE6Dd2ZSNS5L1mxwjBYaE9ugNdfJ+PaW7X4ou1V+cxAP7rIP3G5zOaE/CXbvKFtGlY6aVSqOP648tKgN8DzGjh3Y53J13Sf9OZxWxtXWbPDp9zbW3gyamScWQqdlEAc+iBCs0OFMyg4OCEb780pf5fv9rdYGi0m65ui9Pi0q8/4uTRayFdIRStIxLQOpgVpg9M7ogyqBt76dtce0qG4UK5X5ov4n1pg4Fxwfs5mDuiAOZy1hH08PE6RsroGprSxIAwz2Tjri0LBLBoU6CIsFVg+IZ0vg3m3kVx7+JmkWHO7knzj6SWbc40hb15fvY7yzRv10C3cYMD44QdiNcO89YYYsXdbzeoHh9gLdVx4jP7sgVn04wIyfVO+vv3tX+OGixnTLJak4+wPc0Rroe/qbnJ4gv3QXuQ7YvbLC+7894PhrwOkbPaZFwOoLH+Dx73qpSIsBK2qFMRv9TqGLHIDdQ4fYZrTnjg0CRgh8USAPKvwKbq29GeeY5tyTWQtkup5mkzCsvGW0GrSzUPCabca4KP4dEBgAmGXcKIFtbuXaHxX712rPQWFczHyn5Uavd0kaPjjLUMelk/Zc5drrA23cWzkHLNTChEvm7y2FySiFUmsEm0ugnzfDzY54uBaJ1fRKudl6DnQ7N2YDUR0NyTyBK+Io3Y+b8E+59mTRwIQjQAmqGmCVDtls0wxjlhlL61FvqMTU7kY6QFSHhGobcbhT8z0A2mk+dnNYQc5LzvB9wiQe3IVyWWoD1V7qCsGZYZVmm6bW7LhP2qhBmTh6/uze1MKiMjcCs8xxWdk1DGK/W+7Ncr3MC90UoUJ/rMosxLBxFbvI/aOQGCERYZtUM0GRd8YVdxlonh2QGuKUmmHTnCtZIdUf6DeiBU960yeMqwrtE6EQi+zdxWyMt7AfEZc1ce9YfGJy7a0rPRJboWkCWT3bkte97fFzX/q3fnPwuF2Q3o7ewZ1f8bV9j3S8RP3eBdxX3y5493qF+MbX4M+v0fzcF4hne4d07wwAkPqe1VnJ0MmLBCmF0roMMTGbF19tt+hEmdnAn53B1TX85Rb+6+9h/aVzfPpf+RLu/4U3Uf/8F7H6wge4/JEHOPv8BrHldN26ykRYFkqeMfD0hyg0aZ8Cq3eA5oJFID8Cark5rBnolbam/Ocg4o7YMqhUYjuq0/owZMOIw5DFIzvbzR873oyhzxjXDsORm1HbeCp297yxWZzgu9U+z4yiWDys9wwGKptnezGhpo0cUIJk+0ApCqaa0BFQHAFNtCJSZOv9KHJ07bSjPPhsDzrPSwoOh9vOiqG6bmTg4g9sDSMOg0AXqcj09bPGJc4wfrTaAvgIC1LNVZRrpAZUWpsolEbMcGNtJKBYuc6G7NjFKpd9KnEj6zaxkcja9fX5QDweVQapTAsvtEdv56c/Luo9DVZOjkf3003Z/MuHI/Kaq604EMp9kGplwTjrQariolwJ/KOwA1Dan03ZAjISmxP4UTLoIclz4e17hoNHNQfLmJaBnjBSmIUKyxR6WASjRg7Htc1OgJLFKn3Rj8lmKX5IqPbMgOOqluYGXpoiRAZqX6iFuSliGifSdcSM5py9anMd4KI0OpHjBYDphP5HmjlrwdOYLYkMN99P8FNCuD4gdQ0H9LOleXZ/1PJcBW428GVbsnw4oPnaB8i7PfyjZ8gXV/Yx9+pDxNtHCN//3chXG/lugluv4XY9WSnLJVBJr8jVEv7WKTvndC3xbedLAAdg6q+2hfWe1PZlAPD4GdLFJeAc3Ev3Wcz0wO6VpbX1crkEGBXYVDsgdg73/jawfJxQb4mZQ6e9LRA4aKO9ZEMEFerwwdOsUihwYzaLUQ1A2r0b0IHCWdAAyOfWKX33LBvjBBL4cwCayzIdn0/L51mRVdwzijglFxjEmgdL9ulHEdiEMhtQbFxpeYpxk30ilratu8EXV865dphXdkuzTWgueU6UZaKwwq0/t4R2BQp9tiIkBSmJxlVqHysQRaoY8MzvWTKosE84/57agui8R2a9SagOyRggLhIiO5wFNFfFglRnEyY4aliLoMLW24zFzMd2XC+9QAq+7Sfi2zrI+DHJIJMt0FT7hOWjifCG4Pv0GY8lS41gwuCZqau6dVwHo+Bp6zcVZ2k7OBtwlSIqx62FRMzwYwA2KJqKMmZzzFOHwGrPgXFa0tUvtgFv/xMB7SU9Y9TfRIPwcFTTplVwae5LGWSsaJphuHesvakzVZUZtmPp5i4BNyqLRK/bXnp4ar/MQxTqpPiR5Eyf7ont1PwYMZ40CBtK+FWMowI6xb1zoCgHzgETJfNZnAj7Ww1uKDU/tDwndEDZQe+A7Evn9atruNWSAXSi+AZ9D3e9g3/cw3UtcoyERwYGWn//Lt22AOS2gb97G2nZAf1ASbsWh5q6tBkTGqBbLam6FH8U5MyB4+QY+XCA/+SrwL4nz/t4Lc1qi+90vROs1QHVjjdybGl7yuIYg91kHG0IZgnrCxlGLZYJPVDMiKbWITVAkHFkDqW4CNRmHKW4bbaC3yCueAD/vvhuYPWWQ3OdaUEhRUTDfzWgChe5GiSDlnUnjxuZ4A0PahUJ5Wx0xsJSAfzojAYYBjmWipmnUiPV+ImSc2FzCKY+99cAnM0IlLmjTBGX9Xxm2wejVwYRAjVlmq/BWwutoae/SmyIR3ZPJGMetXgMqQEQx9Uu9z4CfktgVTnT9NrmtWPheMbpzjD5twpysndwoMl/WhYcXgdP2gRI8NGu4aHMcPa3A5otLXzznrUJioG8mIIlax9mgTnxBlDPFBv4HaSPZrI6QKoA3yeYKlaokE7uR+2dSUc/FI51VtsBGRiUoeGB5CUAyizRJeDu3wkYjjkAqh1BdYh2D0RlfwCzAitrV5VkzanxCPuILJCQWsIm8TyZ1o3h5wyigB+iMVngYN3dlW1iXPYpkQq4Gwl3qJ95E9A+3mE6alHtRnMLzEJd1gw9tYwxqQnw4r3txmg1h49bnpPADeLbA0e2DMCFwOAti1+vgLZBTpF0mWlC/jBB3Xu6bQ3sNbn53lsCR7Cocvw3vwE8uEM8qq3hv/wmcP8u8vEC7mvvIm22ZKaMvMlc08CtVxhfuoX67afkaG922PzYJ3C4FYj1Squx0AumKQU2LcSY57M86D4KXxnMGlMNy2jnzXbnvRwH8bCu9sJP9WUqTgtPh5hdkcZ7IPQOuS7UOnPUS8DxVzT4le0pw0KnxBrkXBIe+oe4zJTpo2RBU7b+jZo1hjGjkuxUWSHZA915tkIfg75Df+ywfidK/0xn+xob2adhNiOQoKLYP4CyzxlWwMzO4eJTHidfjSULU04wsglrnBODq9phXDlTMCIDPgGHM9YjlOkC9cmRwtewJnasXjMqS7d9lf0DCnMDrjRwSAYXwGYFKnaaM4ZsYBpTwcvlGjlZ7bjyaC9Z3PNDKXwG8+Iu/SZveNTkUnCes9Bi51Ftef6ay2LMlCuPNE8I3SzrbkpzCQZPqYeMSXyy5f5rPGLrUG+kuYPI7gEWCus9fc/nFNRpEYRWqDzvmRmWQBGx8XBjwnhUI/QJm1daHL15QOwCMmRAkkGJ96nUCaRBgkIh6lE+9yn5cEAlcycYth07wjfJ1caoSYvCVHER8IcRqanMoxvg4BD6CMgA1r2/w8ctzwdUkrM5YpkJlLYbUxHN6RHy/kDoQpt4avasCsmmJpTR1EBVYf35p4V+5YDd514FvMf1Z0/gv/Yu0qdfxeHVE/jzDeGU22fFK2B/QD5e49nveBlxUSEfLXH1vWd49w9/CodbAdr7UQOMFv9iA0xLyThnSMw8EHHaqUGJ/4Yjh3HtCiwB2MOkqkZrJnADwnBC3YIVvLT7DXJhL5jftoPZmyYRvGhGp628RqEdznFZXZdymHXRgJxCCe6mtBQJueHmqlZs6HWi3HU/gcZXMlj0x85e92MJelroUppg9kUdGVUWjsJoCWPG8Tf40E0dv6fueLoMxwXCYP0gW0NcDUZHb07EtKPCRJJZj9nomAUqyzbIsCCqYhOUa5dBhz/Jts17Xc5zbItpFACh+jmxRSXvO7YeamY1rrzJ1W02IoOwyb6zWMoKW8Ml6VQvGL7WJg63Alwk5h0O0WT3eu71s6pYnCt4pxUvKFWVzhz2wiGZNBzKDgFQb6YStEVQkwWr90NC+2Swwi752iKJFxGXjxlmBS0L7XujsTpssBJPEyeQEqAQCmXtczdEXZSSqAwUM3MTAU/Wlmo6CKRMAoVk9mE/YTxuoU2EEZyxT9T7m3z1RDhmSsTDcyb/+2OW5yNwA8aJVqFN3h8Eb86EQ/Y98vWG/trTVJz/AKYbdXWjEICc4PY9/JCw/NV3cfRXv4zF3/4K8OgJ2vMJV7/r03jyuSPs7tfYffYOhldvI52u4U9PAB+Qv++78N7vvmc46Ac/cRv9icfyccT2ocPqvUlufGkJJuMNq/mCHYo5ko7wc6gDgHQmcSY8CQc+4Iolm9oOJSP2sXRG14zBRzZQUIx9/T981zJ+AMaeaK6TBU8nswTFuxn0ZcorAfiGP8l4M/MBOEAoH1ql/LsHnsIYEe08+6EkQR/lPNSyzhm/W2cqLlPKrrMOxeC1bqAwyNR5yf4Vi2TAU1+S61e9zXK0C42aVulU20+sO7gsDS2iQk0S1OQU9qekwPXH3lg3+i9aIwAddJ0VOK27jxpUyWCjVEHtTKPFxPkyLRiMfZ9p/YoysNIgK9Ho65Bx+bovfTrB82YWsJGFUFNa2sXT854tgAHA4vEkNY9oxT8Nfpptp5r+KZqJF0obTCDkxVdclYZqHWB0zSBcb8m0py5Y/0gA+OofLXS5PNvt+aKqXjN8SjdnC9r/cfVuj2o/odqNRZzjyrXSWo7SEFWxqbDK4V57A0LJNf3Cs8j1VbrPwa3AKdrijMXaRN8SFeCkRMaJ12DuGaxztnP1Mfqb54QO2NzLP179XtIAhbaXY+Tf3gE+0ACqlhQ2UU1p3twximBHfldS/3KBvFogHXUIT6+Rt3u49RLxzjH2DxY3ii/b+8w0mmtajtbb0tRAcb9p4RFb4P5feBOPfu9rAOj011xny6ZonAPhfMIw6hs4JdjBpj9zWDyWJgTCQtFgpgFOM2lddB2avcPDgq1KwnU/5p4UPjLoaafwuZxd8XKXgcvXPc6+pAUhBmY1XqLijbQ6drZRRghMDKNTZM1E7KFzN/df7Tc1izVsPs/OowwGObDw2V0kowbqNq5e9zh9I5VjBux9DZ6uxAPSM0c+HKrk0yw8+2LXqpJ4CphmeOxHLNqSrb3WQgIMatH91BmISv6nzpfMXF5TR0drdCGzi6tPBpx9ecLjz1W4/WvRYLJ5tlsocBx0FItmAVRhr2zBSptPq7hoWrENW2y8UfWUYqi/B+0dOjsXfsyGl2vhNPQJqvwcVx7NdZF6J2GiIGVMq2LGpYpKU5YqBCIMompLXvjufo3uIvLZUh/uKVlBNbbaMlA4/1I41gFWW5blai5MAuqrAdNRY/dbtRkpiw8eTz7X4t4v7uH3E/1IEs2jtDBJCXxClvOABPh+Ytf2fpLWZoFskgz4KZnaE4D8LvfSrNXZz//qn8TV5p2PvPGei4w7LRu4oyNyqKOYS+UsPSQjA7XzwOkRv6DugLVa1PkStAH+DiCfrDHeP6Zr16GHqwLS0QKp9lh+4wpHXzyn0OE4SOUehYkgyrfuPBo1rjuPuPsf/DKuf/RlNkMIZIJwY5BijWSsYnk6dbAprAbt2DKgLx9lySKZbbOgyff6Ww71DOZSlaXi0pYlqPtj5nc08021DB6z4F3oigV60Kx6OHIY1g7H30jY3WeX8OFE4IO+cKs12DQbPpyxdjeKkCz0lGxB8f0sHUZ04NB9KGZOMMc+PU9+mgc+GNsEDvSBAbB+K5vs3WAIqQ0E4SxrVkmKpO4TP0+cXaCWRGHPcOQNO1ee+eblQMvbWmEeZ/ufgjgTOs4sUlWm6LofZlcKBoYwqM9HsR0o0BGD8OGEVLhbX5wQa4dbn4+FZTQUSMcbzj9joIzi/ic0wnmmr9crHJLh0LRWVfZHWYdm2X7MiF2BP1TwoiwihU/8mLG/XUFrDe35ZBQ+P6YizNKiqqocxdJWLWG1qGk+Mo1Haonfh30ypki1YXU6V8zg1fQJAOqriZ1qoHRQBkm2INPXqT4ezlopGksPy6ZAFWdfHOGGJEXG9BE4NwdsY5+kzILmlJhNe+GCixCK5lvJipU89yKRl/37dstzEbh9HzF+98vIJ2vg4d0iXRdfEkIgCXj8FOqY5dYrvj6KdF1NWZxHfvku8jBg/9oJ9vcbTGcLXP2OT+LZP/5JuDGi+uCKjRPOr1D/nS/Dj5lWobViqhp0ndC1HJZvb7D42b8L9/IDuAgczjyqPR3wWK3m5sNBvrtwePpDnIb3Z2Ir2sC2oUpMDcQuAXHhBONkUJ/Ebjw1fDhqaRqrmLVS+iAwQr0pN5QfNOPP6MW/OnYF/9WiahJu9vUniTNPC2ZWu/sO7UUy6EEDtvlHS8bIaTsf+nGpGGDBvJXCqHi6crnZo7FQ4nTR4B2tcCocb/H6BopJlI83cXOdNVS9ZmDZ6HbDkadwxpUZjGbURgNrpY2a0BjV9CoHYPE4mTKUnuV8TyEYhRKMGeKA/sTLdSrBOTbeZkIqdw99KUa6BPQnAbF2aDbJCqjVPheoRAYaE/IoTOecUBO5b9PCY/sgFAaJ4OoukhUCJ4wQjxv9KpUamYMjTU9mddUmlsFFZOeF3w1zRFy/O1iWbjJ6KRrqcWYnIpycEfaReLauW3Bogy50YJky6k3pKE9RUDBBjXLUk4hvplWFaV0bTRDA7DtSRGzoNcLGDXK9Vekq98n/6f/6JzGtCo+D8JCjZF0ENRq8nRRNfT/xHIhsP1ceTnpupoaKbhcJn4TdQFhlSgjbQQq6H49xPx9QSfcg/47bf0RalO1Kh5sYaeWqxQdpT6b9IrVDO4KnKlJbngVPb9spYvMjrxjvWQ196j1vuqOvXMNf7ZDefR8Xf+iHTCWnU8v1z/4Knv6Rz+HsT/8cqocPkNdLpPUC4XKL8cEJ3vo9K6zezgi9FCSjPsAgt1Uy8CSduqeVkyq5vF4xwOqDp00RDCaZealnz8C+/IAc5HHlDA7xE6wbiz7M0wKot0rBK4MDULLdqWNBtHtKkU7ogaefy7jzS7x5YwvLql2i2x/3M8+YG5pdFvxV91dFNMYICU6CVGGypIrbcYmwU3uRMLWk66my0CUOZupBwroCrKu9Zpa8yOW+0mJtmtUSyASSBslKb5vVFcJY3ByDcKXhgP7YY/GMLdtu9LgELIuvhDKHDFx8OmD9dqLAZlY80wxXZyc6kGiGq8pHVXHqd6xYqbMK6ZxT7RWv5T7MLWXVe0UteMt5KX+ryjQ1zjrs6Gs39tPPcNcMYty7ZHRAHSR1H32fcP6/2uLk3ziyIqIaQwEzWEvud3iR1KtSUmosBgcFhfgAN2lrN2+Qn7FKRMylneXZ3T4iaasxPY1SvJ8X+ecddJJwvs0hsA03ICdy1wtckiuPajOYlN280MfCSNFu8dpJyK6JQ2GYSMOF4bTG3/0v/y/PN1QC55BXCxw+e5+mUMeERFzTEAaRDJx4tytB2zkL5G4l7ew/8TKm738debtjc99Z37rsS0biY8Z00iLePoJ79SVUh4zlewes3rhCOCQa3pwc487P/P+o+9NYy7IsPQz79t5nuPN9c8yRkXPWXN1VXaxmD2z2IJpkm00TFikLBim7DcogIVkmBIu/DAiwAQr+QQ0wKVJqwRQtmpQpEaQ59cAeyB6qq7LGrKrMrMyMjDnixZvfHc+w9/aPNezzsiqrimhSSB0gEO/dd4dzz7D2Wt/6vm+9geanP6VYll3XWN/aRna2xuiuNJs62UwAEIBmRNlbtWngGFYR/JoYJUkVKHxiEZw0/8tTREsKR6XscZNptc1ZnefAz0E5drL3lNUzZBMTvCJZs8jk8zkrK/l99r5AgatmZkczNBgcBhINcbYm48yEGigQhNKs+Hltz6j0XbxOBCoR4Yv1oqKkrFb43WKElS+padg7jchXXD0YEjbJZ7d9gmDqCRtbsfru6CNkepQvWXzD7n4kFuJqijNXAOzhTeehHXQCOu+HVBk6ziwzzPAwimHLMRk9oKDm8zTZSCiJALSZR4/RNSBDlSVLFRiJeObgRiEtXM3A6ixPbSh7KORhuNFannmFieiD+Tux052MM7NVVE56O7AQMZFWAj7BJgAS/TGSB4osgpKp1hsZhn9zqr7bSq3rLGKymBu9rqxO4hFTLokPdH/Q62WeZeRKRpwEQ84K0p5Vp0LqudjURAQuBHsJ3lp5GSgcIiKdeqMkuX7TgUks876ZYVJt5ppJx8wgm9dsh8tVXkPmU64iUyq1Ilh37FstN78Li3xOk+Dfb/uegdsY0zPGfN4Y81VjzDeMMf8xP/6sMeZ3jTFvG2P+jjGm4MdL/v1t/vut7/UZaFtUz2yREcxHntVAbcqCcO62hU51b9i61XvKsoucsvPWA02D2ctTko7euoKzn3kF/XdPlMAf+KaV5lN+uCQq4KrC6N0Zsm/eQRgVGL72GO5z3yA64pVd5Oc1SeljBHxAfrJGdWlEAdsngyNyZ2NYY06G/Pk8lba2gdIIZUhBKDhTb1MWbX9pE9mKAo4o9ZTmx1xtET+EIv1NzPoBornBUCUgVqSJC0yvP/2JNWSyCkDfg/xEqAHpC5oaX4/SWDBifURVRMo+p0k2tF/VlANjz3ITMwlMxB9kecmwEVa6ebRMblOgodKdguzgaVCWhgQORMqOixkvIIylb7wVsNy1HaFNOk/ZOqoxl2TmYgK1uEyCmef+3Js6FJkWvOQLIwuOZK+yEAi8kfHYMLEaoGABLC5bbb4B9PrFFUpChLkjWamrI+ZXHU5edkoVdLzfxUwcByOakdXXiBxchEgCV6jXN9PaZOGUZqQOeuhbCCVR+yOBIoWoUjULzgRuS0FZsl3HzWxtpEao/Fw2yxBF6EAf0RJbRcahgWl682uZOhG2w0wrAjmGxB0PCMxbb/uOBhnzwgFWLoroiZgvCeOHJYvWkFuiDvKCTW5/ATlj4iG3lG2LUChSoO8dVBDbAxqEnMH3SWBDNEPLY9i4+udsPbAFLDX3mT65aBQvf7/t+8m4KwA/GWP8BIBPAvhfGGM+C+A/AfCXY4wvADgB8PP8/J8HcMKP/2V+3vfY2FqxNKg2C/idCbC3DWSZDkqIbYu4rmDY8U/GlaFtSQEZPPDys+gdNTCPDvRgmKrG4O4Ztn/jPoaPGgz2a2x87iFGv/xN4NFThPGAJrW/cx/x+hW4N+8DIcB8+HnC3PcPuYvsESZ9hOkAsEAzdsxVpayhGfEN3QgVKxkzEQODZ0IK91uCcZtuBAlCtiVYxbCs3JdAOzRoB4a9pWkxKE+pZJOGpK3ZgXCcONIZNzh9SVi7CntqqjsN35TB0b6ffIQ9PSpSMAou3YwEVqAsJ19ErLfp/64DojSsshUgcmOxl9UgzPs2ehQuNBW7Q2m7ZbocG6lIrDYdkaT3SJzutme0Odw/ksYkLgQ0EyMWl50G7ayKWG9SIChPyBbgG//9h4hRwr4o8lkyOzNx4FNG69lfRT6HmmycMTYR4weeqJIMLbg6YnxfAhXT7VhZWY0txg89dr7GwjQuvyXoyvEsZuQvQhPdubJcpYECcrwo8Jkk7qmDspK6YiChZwoVE4AGSYFz5JyYzvmi7LdznKtADU0xCfMJIkFMHjaUYDjlWLcDMX1KbJ/hY89+5kb/RQfGiklopIpDtinOll4rbqUbZymA0yLHEYg/O1u0uoiAsWm5BgNPoEck2Ee9UDJDLoLOEHRi6XVu1Wq1AK46ZDIOeFEwPqCZkD+JWzV6PEXJ+n7b9wzckTY2BEHO/yKAnwTwd/nxvwHgj/PPP8e/g//+U0bngr3PZ/Ry9B7Ptcm3utRH3D8khaTwuLMMpiiIccKPKYvEe5z/xIswDZ1cMxxQ89EDfmsCs1wjrlbovbWP4rU75EDIFrL2/hOYe49pqs69R7QyLxawp3OYJTkHNpMSftpHdBbtKMf82REWlx1nR3TSBceVm0kmvGTLeAEOiB3mRKIIGvWBkMfaHgVbgLBu0xLrRDJNCiYMi4jwhBeNfB6R/9gRBxFogClOI7IVNTubgcHmr/SZ7kasDeuB7a8abUCStzcFy2IWE6uFG269w5iCbYfLrN+XFaRdq1qtFFyyayUaIA9lYBtXy54fNLeTX88VkzQlu86JiKw69FDHPGKNGGXEwBi1xm36Fv2j1BgNzqB/TOcqX1HG3DuJFzNPwZdDTK6CIQU1aUIKRNJl1iACbWl1X8Q8TOiRYiRGnHu6luoJDYSox1Y/ox47Du7QLNuzgVTbpy+j1dDIKltGISwuvyVQiwOeMEcIAhGTKGavsKd3dAbVBqkupUojWCENHLYVNRBdRT+blgU43DgEksRf96mN7Kli4Xl6vIh50iSgqEIeZbIwfTFkBtnSd85TwpS79EATaN9k5Fr3nMr++H5qCqoYh7Px/LyG+HTLsW97jmT2jK2La6Gtab5lzEzyIwFYhUnXTLXdA6xBfl4TFg7KuqMz8P38vWHywvZ9YdzGGGeM+QqApwB+GcA7AE5jjJLPPwBwjX++BuA+APDfzwBsf4f3/LPGmFeNMa/Wfolqd4D+3RkG9xcYvnGQxpB5T1l2ltHqagz5lvR7qTmZZZh87QA4OMHgaw8Qz87RXJlg/I1D2HuPsfjwJaIaOgszGOhsyrhaQwc3yNi0xZKapIsl/d1ZZMsGzSjH4sYAZ8+WRCHz0OxFTJeEs52t+MLq3NyGj5Sr+EY3/HyebJOtxcaSTnC+oNW8GRpqNC6pOdn2jTbympHRuYI61otvtPbXt3n6SoJihGPexaLFZU9uCOFOC51Q6XstdMajcsk5iAl8UnHGekH8kyUYgn43zHOnQJWtE4sBTEFcXDXqNb7etOqfgkiThZqBQT20aIbA4opl29bEOhHcOKuIxhlyg9WWJd9xgTgE9wedp2pq0rEBkiRcbrgg/O4UiKMFTl+ypDQ1qZnoc4JMKKs2KXBw1aDWBCYt1rTf4GlAhHePH3jkCxouHHKj9rnyPPK/scrLtp4EOyL8ylZs19pLY7okA/csS9dmuLgSSqJnU2Vjm0hVGSt3Rb5NDUKj2LTANG2fJ9nI+ehg6dEShgu2bhBFpufs+sI/5oE3Q6eVjQxkVjfBDjVPBhDLVHkAzMrhz2MK4Wo7gzgTiioUANQKtnO9+tKqj3kzpgEM2aKBrT1mz/T0M/R6zy1NhecJP3L9dLnvtK8B+XlN03Kk4GYPE7nevpsA5/sK3DFGH2P8JIDrAD4D4JXv53Xf4z3/eozx0zHGT5e+QO8rd2CeHMDefsQZAk91LxhAbmoaJNwF7EWl1O/D1A3C9T2CU3o95E/nME2L9Q88S/S1yxsIGyPE2YyCPc+ZREiZe4wRyNm3m6fG+80xqu0Sy0s5ZT8TpoJxZqnqRgmGnZOenPIoy5UbPltHNCxxF2aB+jm7NE9RZiXalgKWW7NbYA6cfailRtmabq5qq5NdtxHFOc98zKh8bftGA1W2So1MFdG4Dm7LAZ38RKBBU6h93QxFssxmYJHPEgZKC0ZUZo36jBiiHYrqTLLpfBFga+D8JY9v/Ht/RQN+tWEgjA+R2692GA/2SEMi+AakUWrMt+6JkhLKiBFFpCg5hVWSL6PCUG1JgVMMtIC02EbGueVcNsPIQx9SBieqTwmGUo25OpCikJtjzdAwLdIqxETsnaB+KYKtI0b1EZeFUyoPEl1xs3TAApiIBJt0hiHLfgot1LZJSQgALTOwIo9sE49uMPOlf+gRSslo+f6LsjjHCx4lUp1oUPaUbRuWdktQuzAZKFIF0Z04LxJ9mG5VGnWBFuhEIBaAs3pmh0iGL03P/mGrTV8aopDoj2rnKm6LnimDHbGTTLIZPay5suDp8S19t2zWwHO2TSySCEgz2hHGHgqnyko/oECvoqoQtYH5ftu/FKskxngK4NcA/DCADWOMkBuvA3jIPz8EcAMA+O9TAEff9Y1DgD8+BYzVuWvVD75AWXWRU3YsK5GziRJ4aQe4fhknv/864mgAdzonLHy5Ao7PgLpBM8kwuHNO6qRlRUG7qQluqWoK+uMRYCxMr6ce3gAQqxrLZ4aYXc9omg1nrxJoA6uv2oFhDIv+Vk8Su0AxQgPmjRIGnc+jZq+JVxxRnjI1b03whDQ0RUjhSwAR2HzNKdwSLVPjODiKY54vKHOX8lyycmGbyCbDGwSGUAzeCgUvYc2KsYeL+y7vL9mDbVIwrSfmwvOJutgRyERiSSwvG4xuO3zyL/05pRsO9ukGz1cc/CrCoH1BC1/BAiiBXYS6aDqlK1U55GMuxxOgfSFnx+QVLguyWAwIE6hLp2xGBs2QFsONN4l22fStLnx0PGRhTC6Eq02H6IBq4vQ8RUPiHfEv90XyIaFEgKEakxgmsp8KgZj0fQTLDnwsZBal5cEeEpjpHHV9T1JTWIU6BQfKljJu020Iy7XDWXS3AWnbqNxo8fhW3DpLmXBqqPJj8l3kM/j4yaIGpH0wbbww/EMVuiGmLBvMH+8RZU88Y3T8mjMkXbcG2aLVocXRJKGRqphdgmy6GbZhszEx3oqZReg5hZpCQT/bjrIyilKSYV+7alWo44cce+x7DvR7tu+HVbJrjNngn/sAfgbA66AA/r/mp/0ZAH+ff/4H/Dv4778avxdZ3BjY4YAsW8cjNM9foTLm6i5PQeZyo22J8hcCsFrDnC/Qbg4wvrsE9g/Js9t7xOeuo33uCtqHj4AItBs9aiY8PaQs2zkKzt5rkA4vXCcoJnM0PxKA2ZxicH8BIGVsMmVdfhZKHQD1pciW1NxTbNYRU0OCZb5IE9uBlInahlgaOePJiAQdNON049mGgydnH90Zj5LliF+0iHmEA+xLvjk6EIEM+1WohEeGifNhtARXANC5l5LxyD6KE594ZdOxoPcTvjUtPiQCkvmPynmPdIOO7wf0DyN6x0Q/lIzQMh1OFo9iTpld7zBivUXHuO2zGMojZU8O2P8DXhuK1YZFVzQjFYfI+qVpajxl4CpW4klGFS/IZx9u8dE/8w2cfITPn5PGKZs1qVOgSZm0B/onZCWQLwLEkMoEpEHBkrTz9xXWhRwfoIP5Rrm5gfWGUzMrEq7IbEpo30gWSp3ybqHzMMXnW82mVjR0IFvzvE2uuEIh/Ohk/Sruk6sdykIlYLo6KJslZiw9Z42EBDihAYLPj/r6gK5RYb/QMZZrnfjZQkesJ+7CEAfZXBW0iSoe3KoALV2yehB1aGbh+1YrRhILWWZupVma4AycAjLRV8HDGbr+IsJGcetWJ/Ag8ALHnG2dKs9GU4iAacju1Xb4399p+34y7isAfs0Y8zUAXwDwyzHGfwjgPwLwF4wxb4Mw7F/g5/8CgG1+/C8A+Ivf8xM63E7UDZpRRiY7B6cIU1JIqiCnyMlzO88QNkfIvvEu3NGcedw18MJNkqa2AeFHP4m2b7C41kO2aBGevY44HsJMJzDGAM/dRH11A80zu6inBeLlbTS3LsFv8fiyyQB2tqYAyNhv129EPTM4O5KhwNERHq0+Hp0yWoQgxMZA4twy3OLYRMmyb0W2jChP+LEOJpkvokITAHTobzMy+r6w4PKU9tvVHNwaJFyPsctqw6Lt0/5VU6bp+YS/+1Lgk1Rmi5922zfEe2YISdgdoUCaOB9T9kL7C83eNDh2rlOhSwpn3ecGq11LE29yYL1NN1l5FrHx8/fhKjKMEhxaMuSd38ko024j6nGCOIBU4nd9TlSabnh/DcFUIgBqBwZXnz3Ef/vMPwcuV+k7GcFTTfpOOU2kl8qr7Vkd3KzCpQj0zjrDdBnukuk7QRd/6CCKtrQ6NDjkBufPUSNS+PUyxNh69pSRhdVDX0Mf1oGAuIkcLRlIXeiDZBxwfAr43SAbM4Phk4aTjwRLANCMXbLc7n1Dal6jE3f0OmGVpIhk5H8y7wqKTwPciJbqI0SI1sOXbEfLQdmtvMrpTRvgVh75siWZvJGAGpHP2guQBUB4tDagC6eZd8w6JlI+aoBue+6C1YRwv7tiomaUKwxn2oCQO7hFRdNwqlahp/fbPhjKyXw3/vDWv4m4XMKOR1j84E0s9zJsf/kU8+cnyJYB/XeOsHpuC4M3n5KfCXuPxPEQZrkGvEe4tEXzJ994jDgd4fAz25TpHLXoHazRjnKUtw/ohISAo5+4CdO5yfIV+TuYAAzuzTB7cQJXRZy8lMGtUmPJ96AqQAC0kmYpWFj22W4HBImIi2C6wQXSYCikYJe+DoTR9tIoL4E4pCEWLdPwWJJtayrfJbOWTEYUidHSc5zCLhTM2z4uDDOIliiD5Qnhva6m4QZiomWbzr7zYiVDDmxLwxZE8Wkbeq/zlzx+9FOv48v/40fhKmD4JKAeGoVJhJWSrQOWuw7ZKuJn/v3fwi/+1R8hD5c6ohnQ922GBI+Up1EDmQRL4ZaLrwoFflpkzm86XfzEfEnUpsU8QAZHmBAxu+HQO4oXMlxEYPfn7+DJ37wF3zeox0AzjugfmI5oiG7mZmCVBgoAt/79N3HnP3+ZmDniHcJxM1t3hg+zo2DICfOWyfC+NMqSERsGV9N3zFdRR9ZdUMbywlqeNqg28sS8gQTgqHBE27N8LogBEjO5zkxn6jx7aQ9dej2gx4zYJ5QhSk/FFxbFWQvfo15BPk/DCUTXkC08mkmmi5CIbsS3m74M7Y94lrg1ZdLRGbgVOxhKVSYmVXXQKh2g17pVoGAfUsUsmHZieEUV8tCQBIv8PHmQS8Vgm3Ch2agmbW2ADBcmR0CaO9mOCrWINU3C621NvO7Qc8gPlrCzBeAc/PYY0eC7mkx9MAJ3sRc/2/9Z2OmEeNkiurm0i8WLW3B1QPloDvPgMQAg+gA7HNBQ4J0tmHWNsDFG7OeotnvIz2oc/OAQxTndgMMntUpP3bqFe3yMuF7j+A+9yDgeBUZR48lEGFdFrDetCmHaHgBDz2tGKciaQE20jHFSouXRDdX2ubSM0OAnn2mbVC5LtqrNQUNZdcvyawnCnk36pQHmKl40BAOMJGwZPKHsG2CGCmeQbd+g2gaGD2W1T1meiHPyOWdWguk7wazfE7gBVRdmq6hMENvSZxfndPzOXwxwK4Pp27gA5UiTTuT50g9oe4TvJ5lzxOKKRe8oNWflOAvMQZJpqJVAxgttV5UKEN4uo+JkH9J5ZOx8SI6PMGlRLxjeogn39J1tKwtisisVV0Ix8JJRbVkVUU1pIae/SyCAwh5iRqbNPkOBWpgx8n102AEfm7Znka3ThBqh+hVnbVJh8rBjt04T6IWaqQKcFtrQVGogJwrdYN+MLMozT5PgddBD8sqOGWHKMTMX5Poa9NgfpRs0heEkkE8Xo5YFoy0N9j8LPPOPW7g6oJ5k/H1sghZiOn7Z0iv1T6qc926CzesABlaIymCEZuhogIQFHO+7+M6IqyMADfjW80K+pMHk9QZNtHerlpgmTRIayUQdu2rhFjXM+QJxMqQhCyHgc9/8azirPsjDgmUKxNYY6JXkw50XwOk5Br/2DfS+8A5w+x7CfEErZpHDH50AzqG5soHYK4B378M9OcHgtYeIzmByl1gX43trKtVO18ifnME9OoLf3QB8UNtPKRVlGC9lDBSMy7NAmd4w7a4EBvWKdoRrCy2QDKGgVq2eGR2uos8SB0FtLgmfm8tRgTd8aTRDllJNgqaY+hB9LGVb1YbBYJ+NiZYR/cOgTVBXE948uhvJVbBD61PJOmiREEHRBb65VNjqrZIWKpmS43tga1Lax/IsYON1g/5Tg9kzLNCICfKxPip0U8yCBlidghPpu0zukDPe4mryL5fMcr3LwbmJyg7xBTdFmao4v0a0wWwZ8fSHfYKYOGgLO4GMlaCcdF8k/xLBc4sZsXbEUEyOYRqwa7DetKwUjRemuNP1Y3TfQ2bQ9DnQ2QQzSRUgx0YW9pBJlss9g1ysWQ3ymdcAKOV/l5qJiCSe4c34eKFhKedVIDRhOgmmDUtWsTSOLTU/FdLhgOv71OQTMQ8A5VoLS8WtvFomGx+Rz9KoMz1WhVUcvn/Q4OYvecTMYHGl0IBM14vle9lofwEWEIEOeaDQ8wROkX2RzyPDrJASLQPkC2KFUJ8l8eljRpxz04o/DYuw+D6OObFGitOKvwdVBuQcSCZXCEB+sCDmyfkCcb4AnhzA3n8Ce7aA4pnfYftgBG5jEOsaZlVj8ZFLaG7uAhtjxOUKJs9geiXs5gaNLwMA62CHfcR1hfzrd4CTM5o/uVoB1qJ4dIrB/RnG7y5gGo/8tdskrgFoduRiDTMZYfrVQw1YktX4EkR9aujxZtjNGKDqMM2QRQEpHN4eHex6apT6BdDf67HRzxK/C4EnhIHQDoi+5nsU4F1FQSFj0yUxDCJ3NcKerUjhwWpKDogAu9yxu6DnykICbzMxWO2ZCxm/BEWAvptkluJUSAci4ZRd6EFeIxL9Zpim39iWsnxy3WNvD1bqydzOZmi1YaiCGp6AU00tQgFMbwdtNsrxGzyhG0am2PiScGMEKOVsfJ/seZeXLPZ+hyTk2TpoM0ovRW7iCYc5X9DPxTxq81kUlPkyXDjOYvoVHPcglgE1+48ANLQ5Y/qmL8iLJqsicm4A1mODk//VAk0/0c90Og5n2bnMMpVFW7xEYtTBBMYD58843PtDGTxTG4Ux4tZBdQiygGTLwJNuQMFTYbygsUNnMIaUgQeuwHxPON2Es/ueVJnCnKJrUpqVbu0pw+07snNV5gw0G7dNoP9Flu5osr0vKcsvT3yyf4hRoUTBo+n6lEWEpvkIZ5y+j8HZc0w1ln4DS+dFRNe1EYiG95sbnUcfyWmRZhe/mMkAYlJM+pI0JiGzyGY1snkNpUAGwK0Jy8bjA9gnR4A1iDdYb7K7heballrffqftgxG4Y0T49IeweHkHg8+9g/zeAUzdED1vONTJ77KF0zMAIGHO5R0aZ2YMDRmezRDLHGZVw93dh339DlH+Bn3gfE6NyaZFHPbh37qNtpcChW2J+2y4ISO84ZBRBkmMjqjwQGDvjSTjheJxYnUJQH1IbNPhU8cEk9iGMmUZWUUNnQRtCNtBJPUieVcOOaCwCDqPy01tW+hFLjBDtUGOhf1DwT4BWFZ6NkRJ1AqC38/xKRBcXLnZnYZadygCGSbxa5nOl62JEhkyg8UVxoY9Zckkckly9bZM9qnE56WJ78QMSN8lW0UUHGCbEcvFJ5Yyb4a3qgkJZYaPiTEh2ZqcX3H7k7FuMoJNpd/M/KHvRMdaPNwF06ehDDLwmbJ3x7RIUW6KHWs0xI4JDmxExRXK74wVnlATLn/xeBtPi4JhHxT6m0mvyw02bre49mvEXsmXYtxEGbeMplOuOV839/8wNPCrcEhZHWCrVKsNTstBmSx3GT4QF0O+F1zlU/OXAyQ1XS3Wmw5udXFxUNohNwvbkdPX2YYYLzq3U24L8a6xiQFCYjOrtLzIRlNiPhWNweRuk46rS2wZgF8b6FgnozrKrPPzBrtfqZKcnu/NkFm4JmC9WxK2z01Kt6j19eIXY9oAN++Mw3IOsciAdZXIGr9HVsm//s0A+TuPMfzNN3UKTixysnitKlJNBq8ugHZjCly9BLOzBTzc52x7TbzszQ3g4Jj+hQi7vQlx9ouzOSki+yXMyTnc3i52v7JA26dGTzsw2P3lu3QhNClIEscZ2gyU7Nrx44YDo84KjEkEIr4gEkTk5hKGCUABL1+ki95VHIB4QZFGSBdvtjU0uF+gi7HlK3GnI86e5wELbG3a9mWBSEHZM/tDfKhDRvi0lOZSHfhcIAGuICbsn9LggulTyBlLrhlmYdVmvuCbrKbPHexHldcDCbbImLLmhALZpixP6H7ZOup5aYZsgsWBeHnZ4N/5D/8h6rFB7yRQgGJOu2DP6y1L2DhYUFNa+JwWi9WexXLP0eAJSwuDbSMu/+/fRXkecPZC8gEHoIuLL9lDO0izDDh+RShm6biJj7lMlye2CDFk+gdBM35X86R2XqiVB58naT0M1La4qyIMzqCe0GeLutIEWiSG+8lXW6TyJgI3/xFQbeYKH4pLoFjOhtLCraMyqUTYQjzl1GAUB0m6D5wuGul+p6y6f9RCDMraPk+yaQVbZ2WkmmslkY4wONo+TZJ3lScKo0/nF0Bi0Ag0x58dncH9nyFFpry3q3xaWAz0vbrVGCxIKCNNVn6OKGwlQ8/nHvl5Q5h/44Gqhr3zGPlbj2Aqj+xgBvfwEGaxotjGtFHfz9E8dxmxl2uMeN+Q+cFoTl6KPzz+OcBZxNUa9tIuwsER4D1MWVJgbhpqXNYN8NxN+GkP8xs9bP6Lewg7U5hVjTgoYR4eEIblPakjez3Eila89kNEFSzfeoK4WMBMJ4jLNT1vMkKcLzD/sRew2nIQcYZmkCL1zqAsElXe5SnIy0XTFRFEc5HnKywMuQGElysd/HbITaw1QybMYRULVmGuSFNSqWzS3BsarH9ojtGvD0kqX9L+i2BFFiCZCymYsOkmEJ1FQtR/i8uWG74J+5ZmoOC91kf1s5ZjYFsKnAipqakDjYGLOCxvto08aEEWkJQBKj/ZpIpI52a6JPixwtKYAP1Den6+pOPd9g3KM7J5lSaynCNly+QyqYaOc3nq1f/D1SkLdw1BQMaDqZOG99/SpCBQcKLhG+zs5xITJzVrpVoRMVQS/wD8XV0K/jLVXhvqnfMnUArtV1R/c6GVymttS+V9NTWY3q5Jst23en0SuwUQib6JEbZihkRIbA8AquDsNk7pwsSFcyf7ERkKaUc0NjCftWiHhAWL17a8Xu4paVhrozxjCm2IWG9lNCYtQl0HZVteyjF6WMMXHYWiAWwVlNZHXHXqN5gICL3QcPUl36kZZihmDcSq1/oAn1O2HY1BNqsAa2HqFn5QUMX49XdJH5JniP2SsusYYZ4cATubaKe9Cxl2zAy+8Or/E+ezD7Ifdwy08mxOAQBh/4AeZyfAuK6IZWIszLXLiLnDaq/E8MEai09eQ3VpCDgLezKjoF1TkEeWUdB2FmZjgvzJGbKziqxgN6YI+weIi4XOuTz6oy9jcH+BYhaoFBeONpjeN5TGkTQOOVPkbFUofaFEokz5qBmIQCTCIjCdCzJwJ9tEIFuwt3OPslXHVLGYJU62SKHbfvIZkQakWwGj3xjCVcDxh/kQM9zQVYAqvbGQEhy6ysuNEVig0/SJ3WACFAYSelp3wEFw4jAHFbJkVdSbLfmJgJtXncc60Eq09FpfGMxuWqjdaYSyPySTCwxrka0A8a6joabw+Q+t4ftMdXNpoQKIYy2Nv2zFmV2VyuWCqaFiGFVPHVMNpWEMzdKEvikBkURXUqnQF+wdB/SPvH7XbgAjHDjREDNukgkrIxqgHlqliMog4At84U7gJmsCorcSK6qTrboELwAkXBk9Ik5zYLEMwOZQHZqh+oeMs9SU9VGrS4R0/cgwB1IhMubcqR4kq/U9h3zmkzjHGPU8AVeTIpqSa0AgIttSQ1OOZ3nSUmXh03GT+aKD/UYhK9NJVpMTH3T4gtAfhVOuMBlHy2zlEViuLsMX3NoDPsJWHu7pGdzhOezTE7hFheytRzBbGwjbE8R+iTAoYA9OYe49gbEWflgkb29RiXYYK99p+2AE7iyjeZL7hzTBplfC9HrUjLy0A7FxjTUB/PbdBxi/cYzi0SmMB7FODAd4gDxMnCNse3MK+ICTz1yh1z54Cr81Qjg6IdiFxTgxBEzfWeHwByY6zbuYS6Cgf9kyZXmmlSyaLVf74NFgqeQH0BHCxAs3ojAD1HQIFFgEOnBNVGOqaoNOZtszqKf0c9dG1vfMhSnfpJ6jIDi+Ay23JXiLbF9uCAAs+OH9ECpglAWCmBuU6fL+WMpse8dBvb9TozLqAtf2DVbbVg2q9JiAmR8jeS0r+yqBb9IC0H+anOwk86HxZYnmFxyzdgAMntJCN3vWI3tUondI6lNEMajiUpoDLEElRisGKd8ly5dFvCusUXteT9+5mFGGLkFaAp40hIWDD6RFX5kjLbsNMg8ahrxf2h6NPmuZC52tA0v6oc0/vc54EaVfwFVDCrrJ1yNVU/L54g8iXuPCnZatO12o7VulFKp7HihzricObZ+9v71gzkafK26a1CCn7yleJjBAtZnxwppwb6GpqqxdsXLar3bgEgsnynXN561veQiyTz2DJugCQ/0kS7FFON3OAKwATYZXgPDCExUwcHbO+yiSd2fgL22gvraJGOizwvU9xEGPGphnc5h1C5QFVfkhIDs4J3ZK4fR7/CsxmfrXvjUtYGlXTK+EPzoGdjbQ3LoEc3wGWCHjW7J79QHx7kOEgyPyGCgL4NE+PadtKeNuWsRBD1itgd0tDJ9UiL0Cq0/dgh8VCB+6RTDKsI/YNIhXdhAKi2IelXVRjy5e7CQf72DTzLoQP4tmRFmHmCvJ0RWVnNL48tSIbAcG7ZB8vamrTa/xpSEaYZYk9dmKJMshN8pOIC8ICvLBEeZsOXOWEpwwWiQONN+ccjNIUBU1XL646M/h+8DqMlM2OUCalhqO7YDGsTVDcyHrF9y2GRllxIi8vJutujodVzqmZMAF8HH1kdk1UdkJ6uMM6HAGGUnmquRbYmuDG59+SNk7n1c5Z7ZJ1cB6m4cOZPQ5rqaM7uAH6DNmz9Bw4mhToy/kaUEU5af1QDkjrFTEQfkqZYe2BU5ezlIjkYMHcYOh2LjSLFuCnc6eS57QyY8kyekTFzz93USqkmQ+pjCSgiOBj2DS86tO8WqdLi8BtWdVhSm0VdfxqjZMjxTZeDEnwyaR29N7BhTnXmmD0UChj66CEyBsWAKyiGpslQKtWNDK87OV1wzb+I47pEkLLfVcaHwZ9SEcQknv70urlrTkreKZCWISzs4qTIVNYrqfu+pOz4OAQ+HQjgui+FkLe3IO++ApzLomvLssYOdLeu9eCexsUs/NkxWsaQOxTQBt+H6n7YOBcbud+MN7fwqm30N7eQPurQeEPzsLnM4Q12uyeY2BMvIiB/ICcTaj7Hw8Jvx7sdTsHIBCLeG5a7DLGk9//xaKWcTwcYXi7hGNLfvGO7CX9xDLAsef3qET1UsZVVfpCHCJnLEIIoADLvRiUitUQAU5wn5QT+UNkJc1c3a7EAUAxdQEU4zG4PylgMnbshOgRYEzxLZnAAlO3CxtRkZ9qgVSEKhDv1dHKSf7KQwbhR+YL54togYpFYAI7ueJ/tg7SkHZ+gQn2CZl9DpqrfP6bB1RbVj0D0P6XJ54I8FejhMZJVGGW48JpxZ5vsBTZBMKrHbp5u0/jbzAJvGMzGo8+ZCBrQzyBTC/5VEeOgyeUOYvsJZgm112hzYKO4uBmI/Jd3RN1OAuvYKWG5iWRSYiuhEGiQQfaXQGhYMMzUrlTWcjZmnBpGuBGpHVxKKcEW4rzJ1maC/0JySrkwXAVVGvB2246YCHlKnLHE71n+Y+g9LolMlBNEEZEiy+K8ocEU40U2y7Q0VE/aj7JlJ3g6RC9EmkBUDl9hf+ZqAWtlKhXJhuH9J+0BQfvj8E2+6cb8HYXeXRDDKqDDpQixwr2YrH5wijEu54jnh0QjYdz12j73M8R3N5CjgDW3n4Po9G6xhYff61/xLn5w++Y/T+YGTc1qJ9/gpgDNzRnIyiFkvg+BSmLMhXhK1XTZFTabNewwwHhGOvK4Szc8h4MzGRMqMh0LQwjcfiuSnBDaXB2a0e9n/qGkzjsfrJj6G5somnP7bLmRy9hc5vdClLJd9nzoAjmHNtGJ/mbNp1eNoZlFYodDfrI4ozphIKZsv8WFkMhG4GmzLRyduWAjXfNGoMZChzzM9jR7zBh6EinJemgVDg1RFkHLSFESPMjWZgmEkDbSo1Q6i6VHjLvuyYMkWgOIuKlQvPWSiUir1qWU7fLVtTxivqQFlQGp52DwOcvcgBvJORF+eUOfaOmX3BWGY9Nuprjgj09yMF5JsG1ZbB/+M//qtsuAQNPINHdE59AfylP/S38fq/+1cwv44kWqq6fGRooJPqSYKViDZkEVYvFl4k6pHRIBotZ+sduErw4/lVwtFpdBybGzkK2sEZrLacNuM0+AikxXAKDNA7DQnuiMQQyZcB4jMe2H9E3foiaxBiauoqFCOVgXxfz1Xfyr8H/5ZExfI1GhTXFraVVqEKFTEjpcUFD5R25FJlZfg9AaUSaiOTr1G6OAjm6DoP2iaiOG8TOyQQn3y1m6mK8wKlF6SQFKdAeV9yPST2SdtzlO1XniEfOi4yBEG44M3eGO2kRLs7gf/wLcRre2hHOdyiRrs7obfmuZQ6uk1k+2x9+37bByPjznfjD+/8SWZ3jIm2V9WwoyH85W3YO48g/tywFsZZhNUapihghwOEBc3nkjFnyAnrMHmO2e97BvOrDrYmLxIaIwZlE+TLgN5Ri7NnCaOIGXQ0l0w5F8aICm2MNLRInp2t6HdRRNKHd74gXxgU1IFm3AnagRYA4YgrRsoNM18y/BKTFFdHNIGDCGPKJtDFL/J4t0o4mToGSgOJM+5QJFl1l+rY9fMAgPktYPwuIE1G5Ybz5ioeAqEZFVRFqnJ8gV9iylaVIRAk4KcGjeFsXEyzhHYH8D6v05BiaQqKU1+0wNHH6Lj+X//N/x7/t7/1p1CcA4P9oDhlPSH2zuKqweRuwGrHYnE9ojwiv5ZiTpL9/lFQGwRpMANdhkxUiqVcGwQ/MXOIvSm6jBGFNzjjFu8bZbewXN6XiQYp/YZ8GRSuq0cW9dTQ+DNIlSM3P0MZngMjN8jF6c6ENPDZ55ThuyqgGbGQhysJGcCg1RkHcrn+NPkA9BoNBZtbMSOKDJ5wIVWUjF0muoujYHcIQvceomuIMHDBo+U6afuW+eTpM3SwL3CBJaLKSoArUU+YNj/HttQ0dWuvfQ7ZbOVpWn3k4OpJCdmFWwLzx2X6Dp2DgOAsyvsnMLMF4uYEzfYwfUfLAymWjbJcPvfNv/YBZ5WESNg0gHh6Tt7cAOJqRfhQWbBXdkmNxKaFHQxomLAPMIM+jDHUjNzagBkMYPIc808/g2ZgUZ7Shd8wA0PK5XYArHYs5tcLxZZNm3jbtBOcpXKwkyy8GRrNwk5fTtkX0AmS/HowrqeCDx7+1shsyEhSdJ8T5HH+UkAzYvFNTiwVNbUSbNGkzyMfC/44C8xeaTjDppsqW3LlkAE6dcQQdOFLWqRqdg0MGdKQAWYtNCODyVsXmTE+N7p/wpqxDXD2Mg06MBFYb6Ubq7ugVVMW1oAeL8+jUt26fFjbpExVmDy6X5q90zFUfJZhmOAMtl+LsI3BX/qFP4XyhM57WxqsdunzRWg0ekjVSnEeMX2Tqgfb0nMF7qL9Sw0s65FsezNm3MQEDSXGCUM3ecrq1OSIj01gTF6oddEQq0R/F5+NeJFWCgDlecDkXsvKTfY4j0A+DwxDhQsB2PE4MVtHXVxNAJ78gYC2b3WYrsIWvH8SyG0bMbua6bi0aKGiIs08u01O8PnqBFHZfGlw/99uiS8egXqapb9pH6mTqVskhWZGDcTI/6sGguELmsVqAZbdawPSpPuEGoIX46IoIAWOkSHDkumH0mlWL8Ie9X/PaGauerFkVqEUU5MxlVmugX4PZr5CNqu0oWl8QDavEfoZxMf7gmvqe7YPRsad7cQfnvxxmH6fIBIAZtAn/+2qht3eRDg4gskz8jCJQel+iJGGChuDsLMJPy6RPzmF35ng5EMj9frI1riQ3XVNneoJZ5zAxUwZHdySs0/BCAFZ6Y1OoREvjFRSps/rijASpkzBWOYaiiIzWsqE8xl0n0LGmDkH3dAxmxK+sc5WjOl1ibYljTzOwvimDTk7zlVR90EyZWFCyJisroeDBCgY4OwlYPomf6ciZeKSlesxYAjB56k3IAMgyPUu4b2+B7UdUHP/KOcy6vFLn5XOn1oTMGxE7JMOHi2ZOU+UkexUMnFfUoO22jCwNVDOIuohUxxjVApjCqzQQC8sFwnOrmIvct5/10Q15RfLAL3uolw3KQOXikV8TbJ1UDYMwMejSoIeX1pky6A+ORL4fM8gWwbUY4di5tlrBOqqJ1WKOPQBlMV28WwNoryvviTXP7EzVVFPSMdYNtl3HeXlaPFwdcB6O0e+oKyX3AH5GHVCk2Lk3fsyM9rnke9Of6S/SYJjO3i6jjXjKjhbtfC51eMgCsskrOHrq4k6go32nyuhljjc+r0B2NpT0ObjJlm4Lyx6D+cw6wrt3gR21cIPc4ihlSYFlYddt/jcm//V+7oDfjAybmNo8kyMQL+HGCNNvKkb1J95iZqI4lPScGopsyKzDKgqyrwf7sO2AYc/ehVHHx2h7aWbFuAMk+cKtn2D8f0azTg18TQzNik4C1RywT6TccxqI0nUSYTDzR2TMpGuaEJFEpxpOZ4lKMNX80VEcRaZPQLlkCKkjDMaYH4zYYbRstJyzI0kaTwGyTxT8BZ/bmmsNQMKbjk3HilLSepKpfi5i/vS8jAFwh6BjTfovUMOUnTywtB2KIohp8x9edng9EPU/MuWdAzrCakvpdkmN4wOrehAVMKoWFyxiX8eo1YDbWl0moxAGcKacRV0gabqIpXqtKhQbyJfUubaY3tbn0twjJplChVRaYQNjxbrLFKyr2AvbMW95dLi8yLVR5quztdVls6V9dCgDUBFXDrlnuGCfO6V2w9AFy8JKvkyaC9D9ATWR5qryBCImEZlIkfvJBohJxdA6t3wHEmGUawsWiFxxeWcFWdtEucYIFvQyWkHDuUxiVlcHbR661IAJXnSodMZZb+I5FRIi6hkt3KdR2bA0CLnS0O2q5BjGpliywQGoflxg7PLUrGCdweeZGNSBdH2XBr5Jz7d+cWwWm/ksHVAtvao94aob2zCNgHttNTniJxeg3jpUgL2HbYPSOC2iOMhNRW9J1ikyNF+9Fn03nwCfO2tlGFnGZafeQ7th5+BGfbVtySu1zCDPnwvU5Mmka5L1i1ZQrVhcOW/+waVOZLhlRysuhd6SDdXlxPrGTqRJiXtAEMCbPUpMIgIZpRux89NWDGt5DLlWzjDNNGdXtuOOHNk/HJ8l15vPQ8xGBrYijPqTraj1qtZWiikESMsk5CnMhxIXiWI6Fy49F7dAQzKMBABTWCIIEuBTQyx5FhSdQH87B98FctLRkeoFTN6XlumTFREPZTVyI1I9LpqgxqT2ToFLeN5Un1LnioSPF0FDbYXZmvG5M8tgbGbTS53bFoEBads0zGWakkWfZlDKQERgA51UE5uFL42UkOSr6lmkDLoapI40jqgF1CuMSL4+KVMWTJ1wVV1BJ0kqRykJfj2Tr0GWoACny+smjHRY0bVgQIHuCrA99OwbBPonNP1kLJyV0Uyn1qLH73ALeKQR1+qHluaTiX3RTcsdCGSVUjsFSDtj1jktuFChi7QRmR4hRquVmEW4ZDLsIrAx607Wk3fy4DeP1AD0nSuk2zpCc9m18ULTBn2JilOGzr2zqpXCQ0JluoswvigAd+XLi1y77Nl7/+n/wk372FmC4U+TO4QFwtkr68QVivYW9dRX99AdlrBPT4kh7CqBZoW9sZVYLaA7dHqdfpijxkQ3KSLKTONDth7dYH8zj7OfuoVrLdoSEA7oN0Qd7noDNASf1hugAgAHAxpsovB8mpEPqNGluCqgUv84kwWBGC9TYHGhHihEUgiGQoA0vwSbja5C1JwzRZ0kbk1Za0xJpWmCkE0O6YTLo1OEeN0YRy58HyPm1kDozAMOvsgcI/8L5lhtoiJnREks0wLFwDKwLNOZsDftzwCfuMXPoM+QwzFPMm+LS9uSlOToMmvD3xOe0cp4FGlQ5h1tUGvzRdQ7J1ogDFBVFy+1lOD8jRoUNYmKmfJ1jPGLX40vA/FIqDp0+T5emRTlsoBujxPC5AEGpmQFJ1Bm/OCmaVy28QE1bWlwfwme9e0fPNGqQzoO0c24pIFUhZZCsypcWh9alrr8NsAhSsMu9dRkOUJ7SMKojq8A9CqEgbwIheXLVKmLX7eyrk27wne/Y5fCgdHtw4oT7x+p1DQc8HZqzoSAgppyYIsgVFEbcgcBcA2AoEYILL4ybxLVwcYhlvaAfHXKTGI3xbo39uUlGuwWzEJPVADsE+QTNt3BPuwW6EOHI4g1SUINjIOaIucOdwR7TBDNm/wvbYPRsbtLEnTMweT5+S7bSwQA5lOWYvi4Rls3aK9uUcUsOM5qpcuI476JLipajz8uRssNADyWdTxYLDA6HGLy//wLrK3HyFuTjD93H3YBlhvWb3wldLVJty57RnNXIF0cyMC/SeGhg5w+Sfez8mDg17fO04XvgkpSIhkWJgAAgfUEwraveMORmcMFle72ReUhihyYNtGbuBEpuWlYCyvMT41HwU6kAu02iQBj2RlNG+P/iaVgEJFQPJnKbqLDj+/w1FP1Q4vRCwvF1y4yz6hxSS59pnAQiiZCF5BlZpyjG1L7oDFLKI84/du0gKk/uccpF0d4VaRqZwMaXmCQwB+v1nUKkhwfV8YNZ6Sz1V/E9M5Lh1stesSKVBIyMjClix3jS4oZL8KjO92ynmLNFRZFsmCrg2pAiVAZTzZPGH7ZMTUDHl4cE+w2KjnVyaz0+N0fEyLpBTt0PmMj8jnXhcieR8aokCLeTNi9WDP6tg57fcYUcNGFp85DdgwUAMrWHIxlOtZ1IRyvgFo5kq/0H+iRpXXpJmX9JyQmTRXkg2iCOoBNS9tOgbkGU7vH94Dfci1RKK7DG2fBjrEjGiD0RoUs0ZhFxENqT+KJzYKDOh/8DXmDPJZQ1nY9zCZ+r4DtzHGGWO+bIz5h/z7s8aY3zXGvG2M+TvGmIIfL/n3t/nvt76PNwcu72D58h5iVZOvtvcIL9yAGQ6weGkLi5e2MX9hivMXhsjnLZpLU+Qna5g7D4HLO2hvXcKV//or8KVB2wP6xx79Y4/dv/El7P7tr6M8WBOc0ithlmvEYR/j+zVcFcmUiLnMkjFaLkGzZVTqluBz+ZyDs2RovYQLa3bFF4EEUbkJpFGSLkQKSmJqBNAU88WNgHqamm8mUiYpuGTI6ewZvvHUNEinlqSbNxTAao8bix1KnWKrTYTvG2RL+m7VluwbvV48xoWxINmzjF7TRiUo8NZT2Zd0ikPBvHKR1Ytfhk/+JCYwVNNKc4rZHnPJ/jl4LCKaIUvuTwNn45JBSrab0qVu0AOIEVQsonqJyPmVMWIaTGOqYjQ7DmCuOO2zL4w2HLt4tdz8Eny73G310WgTdCJCJOtp0TCBx4oxzx2ASuqzNXt4W2jwJeaKNFChiwEFW8oghbUjcIttaRGVRrfSHEUAZjsGUsL7dkm1SgFM8OwIW8XUV2BWjF6LDOeIKlkl+CC8W6cBdZSLQoWlF0Q9JwCSgMfQz8aT13iC8gjjdhX7jTdUVVhmpchzFEIprWbzvs8lNmfPTsRAnUBq26DSfvIAl+MVdB+7m3ivGJXcG+aB09QcXxJvXWZiIsTv+D76+e//p2/b/k+g6e6y/ScA/nKM8QUAJwB+nh//eQAn/Phf5ud9160dFzj76BYGbx0SXOIc1p95EWcvjXD4M8+iHpF3bzWhmYQyJRnv3IcZj2FWFey8hnnmGq7+/Tu4/HfewODXX8foC3eJC/7x55EdztC+dIOy+2EfYdzD2a2CMyOREEONnKjEpv0TIYB6fFi6ASTISDOxy4WWC1PoRiLbVhP6jMpd30dyGuRMvR0YjO52ZM6ecPPyVOTEFDDJ/4Szdc+fJcGGcXuAbrjxXcqoxTfC95LsWqblyCJVHlP20z8IcGuS1MuoNF2YDAVA36N900UvUrPT1TE1LNsUtPMlB2lmtHh2VuyaHon4Q8pOz3iyYst1RP+Istmmb9VvRLBuyUAlWMr57Y4coyfQZ+ZLGn8m5lXFPKpNrAQcGSnWDJii2VEKSjBVup/ABRZ6nmVSklxPcl7Fw0aClvRkYKDjyISpImZjcpxkCpCO7JKGM5fwgoGHghgZJNeHQibN0EEgKDWFsoZGkrEPjzSMDbOXmpGoEhNMQ9csZc/ZMmhGmy8okEr2Gx2w2HOQwQjEcrFJsKP2sIDg5MID9z2riRMNYaCMnCxZg1L23JoDJzeEhY0TMpo76XtO36PrxudWgcVsLScU6foLGTdkGcNf7ebERGlYlt9GCA9b3AINB3BTk5jHtAFiCytRV4YwwEdk85rcBZnZ0p2Z+Z227ytwG2OuA/ijAP5r/t0A+EkAf5ef8jcA/HH++ef4d/Dff4qf//6bZJ8snLEbU/Rff4ytf34fO790G71jmvnW9gmrlUGbxlnE8YDKvaNTmPkKsW5oZmUI8CenCOdzZE/PEU/OEAuLMBogFBmWN4ZY7SUVoTTuAAoolBlRpki4FHRwgtDqxIgIgGZ4gjHDJCwTsSOmiSl7bxlbFjohQJ/rmO5WbVJWKeKetg/NhISuJ7JyV0VtNvmewewzK5WmO96P3mHU7MQyY6PapKBDgQqMXdPrVnsW6x2TRpWxlWnK9rk5mSWzKNtAufCyiEgm6vsdXvd7gpzc4FKit6z49GwbS7MexXfDdNwK02JJwTkxfSQQ1COji5xkxnptMyQhDoa0GBiekMMqx4J56z2D9Q6ZZgFpAbAswOlSJIEEp1yoSMqLt0K0yedEOOkAdHCwY163vK7tGdRDq5VY12WQBoGkqkNYS/S5PGlGghmzmSSbFyqqieIPk4zOslXQprPAM11jNIE+JPsmvxlH7yHXgY84v5lhuH8R087WFJxXWxmxPPpWg6SXXoEXZofRwEYZtEG1kaGZOOJd5warHabXyYLTcVwUtokJ0Oao6dyPNMjDUgXDvxOkYnR2pe859A8bJRWIk2ASmUX40qEdZHSce7SgwTHcF0GindzCVizw8RGhzGArzwsOZ9z/CqCS/xTA/wWpcNkGcBpjlNzlAYBr/PM1APcBgP9+xs9//43LR2QO2NmAsRaxX8LvHyDsbKL3eI7dX3+AS7+2j42vn6J4cAy8cx+xaWm2W68Esgzt/QdAZDpPvwf7/DMwRQ4zX6L90E1kp2s0uwOcfHQCtwooT+micHXUIJ6aPox7Lmn/ytPUgBSXMxGzSMdeeLrSpPGFQc5Db4Up0g7oopcLWrjOahpkU7k7fEhlM0A4GQXOdDELvmkYrgHof9NGDL/cpxusJezx/EUeG9brfIYHho+Zr9xGfQ9b074Xp7IYQT1Euji2lrrLhN8Kq6MemYsNQQfk52Si1XV602aTYaomoC6BgVV9MLwwAMo9l4k1zdCoA580ONMAaG568hSaepxUfMrAMQSRBAceoZaUiS1LwMV7u54YuB8+ASzZACwuWV7UxfGRFhzZ12hMOj9FqhqEdigGWd0KQRShMhZMlKvahLQ0x1PgB5moJOZRAGHd8t30u3o6v8KTd1UgKKGJyFYB+SJ8O1wi92aRrm3JphPfmp/GVaQsCJINdyX1/YOg3HBtePJr+8et4sYKgQiMpPAHX88uNX2zVaApOqBmZ++o4eCeGEo6U5JdAwW26Pp1S4AOhdX7MNEOO1UOc9x9zyGbp88SOp8vHdyypeO79khKWaMLYyioker7GfJ5g8iNyyBDlp1V8c77bd8zcBtjfhbA0xjjF7/Xc/9lNmPMnzXGvGqMebVdL+ALg+ryCGFQkKBmXcNd3kPsZYhljjAeot0dw85WiHkGOxwAL9wkQ3JnEY5P4DamJNjZpXUi5g5mNMT6w9fQjHOsro1w8PEeDf41FMQkkylP2ANbFJSBsqi2Tye17XcsRLPk7tedlCGYpwzENZEn2TDmGnKCEXzPaNNUqHqIhC9beT8uR702kShj7U4uB5CwQS7lJVC6tQQw2tfptxgb5Snj6226kFY7hG2bwNg9LyL1BvG1q+1Em/MlBci2MznG1uBjBPYHp3++LzANdIGSG1BojgR9pKxdGq3BGW2girOdZLIC79Qjan4Vs6iYs2D8QJrRKZkwZX1pdiZld0ZVsST7pgZl27eY30wwiVRJvaMI/PomypOIbAX0j4KW0/Kero4qHOri24A0QWPCpg00uxf8Nl/wja6VG1WY6nXTEoVOewJrdjNsCPIBGEvn40SNMq9TclqeZ+lLosVFQ41EUk0atD2rQUvOMQDNnt06ov+rr6H8nTfh1oE9ZgyC3A8tZfdd+qtcLwL1yGfbJiKftQo90hSclMlGrq4QoYHW1TxFvUqVAU2PsZqNqzc4n/PAnHe5p1UJ6sVxMiolUexupcEpfiGKb5vUrGwmBZ9Xx9e1UP0cTbgvHJpBpmwS+R5u1aqzoO9ljHtLgkZQimkTXv+dtu8n4/4RAH/MGHMHwN8GQST/GYANY4y0Yq4DeMg/PwRwAwD471MAR+990xjjX48xfjrG+OmsHCJfRSwu55g9N4K/vIn9P3wTJz9yHSL/jL0M2ckSWFeorm/g8N94DotbYzqwrYfd2qQvtL0JeI/q47dgj2doXrmGo4+UmF/LcX4zQ3EesfeFcxx+NEfGDSoxlvq2o8Gr/beJQIRCxNmIOt0ZufHSW2Rrnqje2QR2kaxTAmIzNmkmJSibhAX+9L/7T1OTx1Cgm92CihVE3SaZHw1sTXazGQ8koOG9FNQzEqiid8zMiDxdnMsrEb0Dykr6T4xedFQ2E+9abEJluk5kWEmYJL3DiNWl1LCVDNJV9L3I3pa/97BzbLgk73KsTUj2r6IUzJcRvdOgN5o0BUVUpNOG8hQ4o4U2/kKRWB/6OTHBG4NHfEw4U6qm9H9xJmU0XyK8QNPrkFSIHHglC63HvEh0cHvL1qWyb/L9Q0YBXZrVcs0oJxsJ4tH7iasa+e6q/msimoFF/7jVYCfwi2ayzA4xAcqkkb9Nv/QE2dwjWwS0fYP+/grm2RuwWxso759g9MV7lKxIdcFwiaiH64lFeepV9dhy1i/N/cDSebf2OhxDoBLJuANbQUiDsSumgQHbtEIXdvH3bodcgSyDDhGWalnHjjVBqxA5dkIZ1dmXPl6ojKhRKrgqG73NW8rs2UhOTKoIM49JPFRYHQIs7ou+n+l72yYxTr7TZCg9//8ykndjzE8A+A9jjD9rjPn/AvgfYox/2xjzXwL4Wozxrxhj/jyAj8UY/4/GmH8LwJ+IMf7J7/a+w+0b8cM/+39GVkWMb8+xuDlENbbf5ssgRu/SvHEV0DvxaHsG43/wFeBjL2J5bYB6ZLHxxgynHxpriRqtQTMiiXU9Nok/zdxRCYBSFspFbwLYiCeqok3KbMEvEWlienEW9eRn7FFdnJNxkHJou9lXkGBGJ0qyQ5G3JwwNOgigK9kWlZvgf/JcKTObkVHjHespqCmViZkDpITji5ibeG6d5PMizwagkIzlGZSOJ4PLsZTMVAIbuSnSwkWvhUI8IiAKwo0X7xJm94g83Re4MMVeuPAyikuUfz43xLEeWL1RdHhEFdlONaZhAZwRy4T5C7Q1zrSFNy52uCpWAh9Dn65LwaSTgi4tYiEzWF4xyBYEkUllVMyZ45sRTBMND3qYGAwOgp637kIhY/Lkfzkm4skROcDpdKY2VVFdRWaXtlmcewzeOcb8w9uU1a4THba/XxFmO3QoThsU7z5F7JdAkSMMCiyv9rHecBgctpAh1wmOsnrvCn3V1YnxI4Gpa60qhlYX+gTsje3LJDgSbrpaFjDmnZqaF2OMJjiShPAiHQpDU3QieaWInzgdK4ZdBZNmNaXyu9m0yrAlg+DnkbN1aZRLJq5xVGiOHLjbnkO29ghZcgkEgM9/5a+8r8nU7yVwPwfKwLcAfBnA/zbGWBljegD+JoAfAHAM4N+KMd7+bu87GV+Lv3/wc4hXd2DuPsLhH/8w06GgMIEECcK1BIKgAFcsAlZbTiXpIU8BAYDOFpy8u0L+8BhHP3ZNTZK6XGfBtolZErU7T9QgaDNHXeH0ouQLTXjDhdELThuvNjWaxJ/5gk93JOxThDL0AekikCaqSokF82TPDaEbyusADlocdJqRYSvYdNylGaZ8Z1koOKBKhqKLGpeY9ZQXKbk4eVHMZ5SB2pr274K/Ce+vq9P50UyaeeCuSlVFtxEWXGoSuwo641FVmfydhWrZdR0s5hGrHYt8lgImvXcKHuIUqQ1ixW3T8fY98FzNqOdDRE5dLwz1k+ZFMGSkcizOwIOLEwQj0Jtimfy9s3XUYQfdvynzhlkkQguVPk20xAUvZoSBZ6uoMEWX7919X18YDB9ViM5gvZMjZAabv/WA2Fd5BrOqEHamNMh2WqD/9iHMqgK8x/ITNxQ2kDmbKXvtJCt8LXUXFWmcCp0VSNmuW4tHizTumK5bp6kzGvy5f6RN6s713Z0QdMHF0KTAKsdfBkeow6C8h0IYQvXtLBbsES4BXWAcqbQI7qFg7EvLfyfbWNkfYsL4iwsCUx8//5W/gvPFo9974P7XtU2LvfjZ4g/D7m7j+EeukfIsQv1BJIsLOXGERamY/JCB7nABEc64KmJw6LHedNj5R28jrtdY/egrMCHi/Jlcs1/FhpFWYZng3jWyARKcoEY1fCPXU1BGVV88ntJ8EyFAJlCKlGMxZUe6WnfYCW4dldXRDoxemDEDbEX7JV4pwkaRZqlVDDDBJVSpMDwk6wMfX1dDMWkRikiwjtbg/PmAyW2rjBQ55pJxAhzkhHZXc7OUS02pVFyVFqauOKgLKbX9zvi2zmInFL5q06I8EXtPzujzlLkKtbObwUsCoOWwTd4lEng0eEuDWjJA3t9u8KGFp2Nni4vBX8UcfL7FHEsy8a6fR9dbJKvSQoBIgVrsAWwbsdy1GD5lbnaWFhBVecaLiQuAi0wT/v5tjwVOY4PRwxbl4RqHPzDCpX9xBDw9In+gdYXm2cvIDs7ht0awywbmIU2bis9cQbU3QNu3KI9qVNuE+ZbHDZoRZa/9d47QXJ5ivVvyMAT5XmDRjtFg2gwdslXQQO57Bvm5mFgRv5qa/AkmoWPWCcodmKwbExT+Cel1XThCsmClX/A5EkhEgnC2aFWJSUlO1MXL8sg1uW7avqOAvSboJ1+0MA1J2+WeMk0gxgln7nK+ESO+8OX3z7i/X1bJv94ty7D8yY/i5IevoZqmyd4aPBgakQZaw05tMqVEgzhv0QGhBKbv1lhvOuz+09vAxhjhI8/ChIjBm08VGkiLgmEva5NKMWZlEE3IKNVPZdmABpVsyewFk/A+8YaIfJPbmhp+qeEllCUkHL0DCVD2Thdi2zNwq44iEqByS/BbWRzkQowXy7dmaFTZKZik7j+X5MvLBs1ImrY8ig0pW5q8k2TLkvVTA5AChTTFTIDK+cXBEEgTerrNQjW96lrhgoZD2KbjVb5mSiArK+m9jGLichzqiTAHUtCWz8qYFyzXlWWFYDqGzCRwnXulu6B3PDkMnz+p8KSqkCD97Xi0VDFQqmlXRStVj3Dw5XldjrZI2PNF2p/p/+E+0QNjSmS6cm05J6KQ1MZ25KawAQYH5BY4vzXE9J0aZrnG8jPPURDplZDmu5tXMAfHMIM+4D3swSn6rz/B4NEK+dduY/zqA67+Igaffwf9330LpmoQc4tsSRc2MUP4mh7S9dT2rToDCuzgewbFWYvy/gmKo5UmSk5FU/Q9VHDFQduXViHEmF28/7oj0DRxYjxaMPULfidy/AH1yK6nuVaRAFSWbxsZaWeZJUWBujin5mu2JDhGgjbRDqEJkK18CtoWqaH5PtsHInD7nkMxazB5c4Yrf+82NUg6m7jcSSaaz4USBF095WYsFhFb31zh6q+eIFpg+29/GWFvEzg4gl01aAcORz96NeF+/HrbxDRvkEs1ypKQoBAgQR78Pz1I/0Iy+1L2gPxsVd2VWAOCOercvFamuVAQpkYlfXC2jmQm1QpeB6y3E985WyaHMt83mp1GYzSLEHWd3IhC/5NMsncYYSvOXBiW6HqWyALmCw7wJWW7+SLi7GXxfIBWANKA6gpuJDMXTreIjyQo+xI8zILwXqoUaB9JrSnngQKVa5KKkXyoEw4pij6hscm56gqYMubvC9SQIAdZAGm/Tj7SyY4tZfeqIuTjLspSoTY2w85+Cv1PFqqYgjfADcmhVYWjJCw+T0rOthQqp/R+gKP/900ahdaIhD814HxuaFp8K4MYTOKKGwDcSBRu+/RL+1jt5oiLFXqPlzTgdrWGW9QI4z7M2Txd4GUJhIC4WsHULWAN4mKBwWsPUdw/gikKxOtXENcViodn8H2LwefeQXlcawLhKhqn5lkgpL0Wphpm8waxLOAOz1EerqFGVcw4kUpVWTgRmt3quZaeEF8TOtmHKzcd2iBj4GyqwMV0SgZ7yABhDf5CG2SDLqGGmkhNxuDooptfyUjmzglb17TLlyL7d8pwMU1AdN89NH8gAjcikD86A5yhIBtTs0o3YVVIdiRmSd2nNMDGlw5QT3L4UYnel99F/NDzQAANX5itsNy1WFylg9wdCCoKN2E+yElU69BOc+H4Y8zlLATLo31xq0hKSKXA0QWiBu6yynfpQYZPdiCIRjJjyRiljGz7NPcRoBKzHQC9I6CepoVFAm4+j8xf5qy9JHiiHkugi5pNK6zSMf8HJGNl7G7FnXIu7yVLFJP/kBtM30y0O2FYSHZlWzp/oSAvFMNlssApsiC7iuAat6bn54uovt1CC+zOsZTmpOGM+qLghbD26Egwk1VRVY/Km3YG6w32HzHQQcYm8NR2WYgjMH0rXX+iopTN8WIiY+EcD8s9ezE1rwG6RpohLXoSeIOTXoPRrFqrBQ+9Pk2kCU7qKMjQgAhYFAICtDErzWXJSkNukFWceTNNtDwNGN1dwNUR84/sojz3COfntL8n5zTw9nwJc+8JWUZYi9i2MMM+jQcsS5i6hdmY8hjBNe3DpS2EQU4WE4sVBncXMNMJstMV8rMG4hToqojy1ENwZ/lHMcCiujwErIWbreHWgaG2gMGDJYrzFqJEVjvdTjP9QojJjPLYESTYd54QoNPlZWGjcxlSBmxSL8jWNEvTtIGV3KJoDgqRhJyO/fTdmmKMS4uGDF74TvsqVdZ32z4QgdutWzKY+vrbAIinqr4aoMxYJ5F4ys6akcHwSaud/HwZsfPVOcKwh96vfBXZ/hnal24g9DPg9j2c/rGPYfbxPSqZF4nBIVkzNbxoRZagJsFMJbj83PE7ThuL620olU6apdkqKo9ZKWec/erK3vlugJR8F3FeGML0laUxIAiDOLV005cn0O51t1suwUEw7pBTb0Ck3K4iIy75nGqD96OAZtISNM6fp/0S7DBbc8AwydrWVSxrZwN/ddnjTBtcqmaLeLExyePhJKtXb5dAf3NrXMCExTzKFwm7lsEMxTwy7z0tvOJt4guaO5mc+gCB4wTnbUujLJq25LmPuQixIgdOOi5CIxU8ve0bZfpIErDxhrgeRqV+upquj+QBnvjNxAFnpk5haHgDB4TZdYv11CpOrr4snhaM7jAMAB0lHx8vgUxAwS2rAmwDFKc13NEMxWmDbEVQhZ1M4A7PEEcDwFogBJjJiLLodUWDu5sWMAZhdwPm5BxxNgc2JkCIaK5vwzzYhx/kaG7uIE5HcMfniOczYP+QZN9yrUr2zxCRLwiyHHzhDvJ3nyBbtli+tIt2c4DBtw4xePMpytfuwXz9bWSzGr3DGpY9SUTt6EtLQbqhQCyS/2ZgO03TmPBsfo6YtgHkE2PrJCAKub0Af5H1QkAoSbIvcnXrkw+4bSKxRXKyZXCchStPnP1KhL0CYxLe/Z0Cemf7QNi6xqqGf/0tzP/kZ4l324EYTWS5eJHGcw0OA+yjiMWlDOP7LfFuX70LVBXMcIj43E3g8Bhma4RQZtj/M59AtAaVF4VTyq7EnAigVVmZIHxDWg/EEDWYSZYuF13vEPq4lFAUcLipZTtlugViNPq+3eZclyJFRkBQ/LRbGsuWLdlVkB/30vAEIPQoWvGZWsjdbikPoyWKYT6PxBsNCRd1FVMQR/Re4zsEF8h0nWZg2DODFgjT8iAHoflxaU4OcHSBZnXKFgUfb4a0YBRntPD6HhBro+pK29I+iocKHR+wMEMuHi4SWh5N53gW6IBx9iJ9r/5+vLBISHZl6jQ3VDBm4WTTuaHneubeq4pO6Xh0ja43LRwLqoKDXq+y31KCZ9wgFG67/p3xc0RaiPIFL4otMLlHTJFqYqkB26Gb+QLI1l1cPjGDTKeH4R3S7Ey+HpppjuIhvab/+hP4y5vA7iawXMNUDfzeJuyjA3LpzDKYKbl1xjIHjs9gq5oy8F4P5x/fQ3B7mH71EOGZy8QIKSzMqkL17C6KR2cwq0ptF8RPRFlTIVWK2NkAzheIuUVxVsO9eR9mc4pY5OTV/6lXUG0VMCFi+PoBli/uAHy+3DpZqUabbFrzBQVIZaawaVmyjOV725NPjEyxMW0EnFT7lA0LHdRwpeBzHkEWOfB2AOr3Ni2lqhVcXPzEo2XYTbyYvkvW/YHIuE2Wwe3uIhqgd+wTTNCmmwlIN8x6arHechjfr0ns8UtfJWvXLCOfkqMTYHMKt6gxu1nq6idYpmOpbleu6lkZZtrEsY42KcdUfouU9UtZDCDRkvhikJtalIu6cZZXTZEoQN2FyncCXJBGFGPGIf0T/Nu0UTHRFJzBeBu9t6uAdgiVu7cDtldlpslq12hWmPNQA1F55jOeAtOjLDLwBPK2z3RKVgqK5woFa6OshmacRnDJsZNqw61JsUqcX/rdMlSVL/lYcWYqWLgwRcpzCvSSdcsip+VvTEHxAnNFFmxetN06LQIy3izrsl5MCuaKtfsERwikJEN+tdnIUBzQOS+NLJpGFybZBBuV49Y/Cto8l6oCSLCRQFyLKxbleVQPcDXq6lDwBK6Re0Cyb9tEDN48RH1zC8WjU8Szc7hHpJULkwFWL19CGOTAao24roAQKAOvG5jZEqZXon1mj6yYdzeoqtmwePoH9nD28pjhTYOYOZTvHgAxIs4XyI+X2g8R6EDub3oPh9mHthCXK+RP53DH5NXvt0aIj/YRdjewuFpCDbpmC5RHa+TzVhv00jPS206C+oouCnE7FEqgaYm1Ig1gkbALrCLHWxZgcXkkGmu4AJ+ZEBXTDo7c/6TfJJzw4KyqK6XZLc1NW7fI7j3Fd9s+EIEb1sBkDhv/7C3k8xbqPIZOOQVgecli5/NHyFcRvROP3lfvYfi5d2CnYyAGwFi6mF66jtNPXcLRp7bQDhLToVsiAxQUJFMGoLh5tpYhBGCsjW68jJkOSjv0CerQjj6770npbDzUK0Mn80iJLsKSCN5P+kzh/5oA9iimoKKWrUI1M3JjELdcVIRtjyCSaosuyLZH0v38PKogRib+RIcOvVIeS8wL2RdbcYALNBhC+PRdw/1mRDCTKikzoDyiaqUZspGSiHBagkKEq90OjfK7pcehmS6bc50/nxppqx2rXHhl4njJsqHTcSRwSVPQ83AEYnHQ68RzXEVIQoE06b0BaQSDIRVewDNWAzYJxpHrrR0wjc9HHadmPC1SSaHH+xbJ3Apg6IXdDOXvgofLe0sAGd/3SWrfQmEoSQhUxNNhtOg0JwOsXthBdrICqhq4fhlxMiS3zbMF+rePkL39CGY8ghkPAe8JIvEeaFuE41PY195B3Bjj4FNTjO6vYWvg7AVKwPJHZ6g2M6yf3UIsC/jNIWANsH9Ifh7rAFsJPkzHOFsGFOektIzXLqHZGQFnM/IwagPqH3oJ0RhsfHFfJfLNy9fQjgu0/UyrZd+zGt2kqUj2xU6Ntcifx2q1a2tiuGg8yDquiSqkuYgIkHkXuSMGZwDG7r2wSyxh9XS+uALxaUGhz/Xar3GVh101CDub1PR9v5D5vn/5n3LzHuHkFGY0RP7Ggwv4XDGL2PnSGYp5wI3/8SH8pIfi3JPHAQhmgQ8wwyFMr0QcDXD4iQG56unNRW9YTzpBtrtxQCdMGIp9C4dZGqNk0sTY1epig6rbgApFJ7jyJp4kYtuZLyTQgumEUfdDlIaC1WacyYq9pgYTw8/JcWETnHvwOKoUvZixpJ5xcqXiaaneVdUx/9skbxQTmE/OdLQuF1u+gwROyVABpvMxR1bwYhG0qHotJym5CUijzzjbtXWS7g8fJMaEmv+LSKdI39/6blOZcfuCFwoW2sjCInhy7NwJmjTw+RNlpQqjOn+DSd8DeE/WH6ih2JZ0XdEiaJSPLc1gUUFqReXf8xkQV0xc8FaJfExlNqdkm8KVFrFYVzovw5rl/VtWmsJ7LG9NySuo9YAPiOczwq5DQHVzi+bBrlZ0jNoWdjiA3dmCOZ1heqeG7zlsfGuJK7/tCYq7OsXk199G/2v3sb65gcWNAZBlCDcuIzucofzKu3BrrxJx00YMv/YQ5XGFaAxWN8a0nzntsKkaYlQ9OgCqGtPfvovy4RnqjQLNKEPv0UyPK7l3Eqat59UxC2oeLlTWQs2l0WyphyAMHuWAx29XZGZLr9m89RGw5CQIZp2As3WiCSabi27TOlrCtt26pcWizOEnJb6btesHI3BHwF65hHg2A/a2sPcbjzF61GDnt55g+o++AXt0jsnrZ4hFDneyBAxQ3jmEPzyEOMbG2Rx+bwozXypmJhmPCE5ktmFqjCRsrSvCkWxTT2IrpvdR8Wc1iecsXW42W0f1pwaglEXJDLvcYqUHdToNlC1Ro2pxPQ07VaN+McHyqbll65ShJkP69ywUM7oA3VoGMsQU7BjzF3EMNUnZBIeDNmGmLHfnC1ncBt364ud1MwpayAzKY3I6VEOpQJCIaYHuhPAuJ78LD4k3CvHDU8YOJPikCz0I3COvF8ij7SdzrOhI1QiTFgw11CqS/YDCWbzICHzhOouHnDu35nNqCLevR8TkEG93CSxaCYQEpaj7XoQqQ2VBEAVsthbKaMRqy5I7YmFSb6iDwUsjE2BvFGYp5auo0JirAvD0GOF8RtfB8RxoGtTP76F96TqIV2yRn66B1ZoakzECl3YIvtidIoaA4nCJZuywutzD6K1TDN46QtvPUH3iFpDn6N8+Qn+/AqZjanyWBWY//iKq7YLw52WLwRv7gDGwyxquDhi+8RT50YIoh+saCBH5rMHqkzcx+/R1wDmY+RL9X/wKRl+4q81GsTiWJuQFJ8IWajolNMs0pZ68yFVj0EY9r5S4GOWHgwdSiN0rgASBNcl8TNgjtMBfXPjFuzuyj7fMnAx98X94//D8wVBO5rvx9+/+KW1yxKaBsRYiAAijAcy6ggkR55+8hPKkgWkCineeII4GME2LOF8AbYuzn3kFq20xNO9ksVwCy83RLXeEGqSYZEeerqo2QzeYqwjD7SrfpHmolDyGHRLdD6i2iV42voMLWYCY98tN1fVeUKOkIuGfCWZJknNhpHSVeF3FnigdPTMl5H1UKoxUmSjdTMr4mN5TAk0zIA8WGaKgZXjWgaX4YhdXQFkAshUFP1Ht7fyJ+zj9767reeqKkFZ7Br0DXjTYl1umyAslsGFBU85sFYGxXJNcCwUWqSfsf14xtr9n0D+IungatoX9NjqqSdmv9DUEk6YHeTEJScV4AZLrJAXLywaTu0Fhlu45FMql4uqMU3e9YjKGzpqBRTEPF+wIVMgjLBamlYnuQI7x4OEa+aNjLD58GcPXHgGZQxgNYJdrxNmCqH5VjTgewjTkbR/LAuZ8Tn2k1QrY24aZLREXS5iywOIHb9KiMG+RffMuNTJHAzRXNpDfPYC/vAn71n0KtoM+6hcuwZ3XaDZ7aMYOrorIz2v4fkZ2qD4gZBb58ZI+p65hjEG4vA17Okf17A7RCdctoiGnPrKMcBARktzLAJLM38iimTyQ5D4E6LhmrOOwDWPcYp7F2LlOsWq5gRmTNsM2ga/PDufcdGIEwP7tLg1mjoCtPNZ7JYqzFiZG5IdL/M7bv4Cz1ePvmHZ/YDLu2DS0wniPOJtTM8Q5xH4JezpDfPwUiw/tYrVlMbtRYnmlRPPcZcSyQOyX1CB58SaWe45KUd+RxUcJFNy46SjLTADEhyRxstNrNSCJmZOISKRJwYITWGoACidcSyEOtOWJQe8glbFaWvO+CA4rF5YsBOJJTVl/CoryHtIFl0AtjSvNAgxRCmmQLhT/lqEEwiGePUuf3d03Cd7iLChOf/kiSeZlwbDsQS4Xu1gB0JQbadomGESGTBz8/RtEv+wupByARveDLlgkke5AEZxRizm+L+lnGbrQDNL5FT6+DpooCPKqthnb9CnTb/tQumnM0mfJfktpLfsZHME+kqWRAIYWlWyd+icyoX7whBIHgT4Uc+bXS0NczoHY/AL0nHpM7IV8lczOxM9HMkMRjYjiUqwQVNbvA+AcNfM2xvDbY5h1BTQt/OEh4vEpYgjkSbKuKDmaLdA8exlx2CeGydMjyoTLAjFGZEuP3v4S2dNzYHuDuODrCtnRAs3NXcKnP/UCzGQEGGJhVHt9lA9O0d9fI5s3yO8dorx/CtN4tIOcaML7hzrKEM6h2egB1qJ4cIr1DplcVTs9NONMpehyLnQ8XJMSuAt/awTbDnw9JRMs2zVNkyAe6bnRQB0M6cRwxVSnoE2NzU7vqOeolxc5AVx7TdSMj4iFRXHWIptVMHVAu9H/riHzgxG4DYH6ABBXK9jNDaAgXCuWOc4+ex12Y5oal7yitn0HPy4RHzzB8U/cwuEnRxgcBOVQA5xxcSBLmVpaabtugAKZRGO4nLpYfisxnzNraRzRtPWY4JI2Za2y2eai5atcEAprBFxkn3Q3hhuEmiQCHWqWcunM+JwaTnHgl3+f//f+U8yvJ98TWSSEOzx+l78DX3hq4sTHjgQy74FAcqODjYW26HkQAMBZDMMwQn8MOf1PYggK4AK/iEmYqGKrqeX3kQ+FdvQFvnArgiEkQ7U1Bd1sBJWDxwAAvd9JREFUBTXl0teGFNhtC4xvQzNfnWbDY8ZMwEUZvizSLjGNBNZw64vn3ZdULXhm4IhTY7RgV8Pkwa2wDF/TwiCS76iWqZZ6NtlKVu2ok+gFpuq6BHb7L4NvHWDyu/cx2K8xev0Y2f4p4vEJinefwtQNZcIA4myG7PIlmPEIGA+JRRIjzGIFFDmyb7wLvync7ghYh7g1BUJE8fAU9nQOUzdY39oCPv4SYl1j/cwGsqM5zLpB8bU7WL18Ce3VLYJojAHyDPZrb8OtGsB7yuo//xrKL70N9+SEFgmAMPe2RfH6A6BpMf/wDka/8k2MX32A3j/7GsqTRqtVvVe0MoVeR9KPEVaLbUQIw5UpH97ATXpZ7HxBkveYpeYiJVRBF/Ro2O+8M2Geqr2IbEX2rl34y/cdBKoBgOJgAXd4jvzeAbL9Mzr+77N9MAI3QG5k6zXxsNuWFFp1g9nzY6w3SK01u1Eqza4ZGmQrj/kzfZz+7Eew3rTwucFy1zIViDvxHJhF2NJt7AhvEkjBUwylrHp60MmXGXSGS6dudm55WotbA8r0kIyp04nWZgignXRtjviOeEK45RG6f6QE7MjlrTQmGePszAwUSlPC6oDP/Bf/AfoHRqGGLm2w7XMW3jcqDtIJ4ozFCmQjlLjAF73j6d6C/dtKGoOGVaIcQE2CLSLDN/kipiyWv48Mbq6nRgflhiJxortQkJdKh+Xzlvnh5VnHYx1IN4uRc0KPuRrMM0/NTMGns9XFXoGeJ7n5bToOMhSjHtMHuAroHzDtlG9Kt+bmt/Q8xAlP7A465z5bRoVsxIZBpdYCrXDllq3Tza30P05C5FrxWyOEzQklJKMS4fgUKEvUz+4h9guY4QCYLWB6PcA5mkR1ckZjAKuaYEgAZjKGe+cxBe4YYBxxtE2Rw6wqxNUa8AG9L79LNLe6Qe/LdxGLHLFP4p3+aw+QPT5B/sYD9L98l+CFrU24h4f0HXxAduM6TL+POJ8jcvAyZUFZNyd45XEDc3kXsW7gNjeQn67hVh6D26cYPFhi9Oo9lAdL9A7WKI954nqk686tg1oVSL/KNgHL3YzYLMwv96XBycuZyuQFdvF9p6pIzbp5E1jSrWkCDp1TsSoIF6pZScLkXglFRjYD6zXC5ojOxftsH4zAHSPQtjDGILYt4pUdOmF7W5i8dohLv/IQ4eouHXguQTffWCF7+xG5s/WMDu3sZr4An6gaOgRYneIAdfwTjwF6ECpBV6vTIEE3KeA0m47gjjT/KgG7iYpfy9AAXTwYXhGsWfBzgVasmGc5MO5JAheZmoJOwFcRCVcKJpLtqiwYJpAHuatY5cj7LKpC3zfqzUKzLyOX/ClgdS05u4tdl+MsWbXCUaXgsUbhjWrTpMBrEuwhTUo6bnQOilMKVBln1PUocetNS43nJNSJ+jhAwV36BtGympMXkC5dD+hky16qCCiDSIJ0l7kj1YBg2vI6gonSd5LM3EQWEbFzn2Kvhq6z9YbRYHz6UrfP0llsTMLVszUpAC33YMIFxkgqzc+fcTqybHltgNUzY6z2clS7A5jLu/DPXkYoLPywQGy9MjfiYokwHSJevwQ0NQVM59Be2gDyDGbQQ6xrYHcbcTJC9cw2YAzC9gSm34M/oACcPzyG3ZgCTQ07X8I+OYLp9+jaOD5R+bx9ekKLw3pNEnpnAZ77aPp9CtScbaNtac7scon8Ww+B8zkQ6MYztx+g9/m3EAYF7GyN2HrYe09h332E4vY+fM8iW3lNrFKVTce82swwekxZu3DLi3OPrdfbDoyasnRxBAyFpWAvsGWg7BwGCCUHeGfgSwcv6kux2WCaolt72NojDHK0mwNge1OrnffbPhiB2wDIC5hBH/HSFuz5EvHKDhbPTYGzGeKwD3c6x8YbM2y/eojJ2zPYNgCTEc12a2TaOVS0ANDNTbMLgfGDVoUXAJR+JZ8vUnRfGh3+KsNGgzMXMkYA1ACTUWYdq0oxNiJnPM64WzY/ymTFT+wB36GxRcZLPY/+0sXAkQm/ZuHMmBF2gzbCDGWfMucyOoJxGp7/KHJuMT0iyS0uQDpCgSzPyM8kBUZ6kmUXNgCKyUozjybb8KJXgXH1LkeXA5IxqKdGK5BmZDQgAtAmo8ImjuYsLi/R4rW4bjqLOO1HvkQa7JyzhUEfuth5ttW9SMPiwM4TVLo2wq6OOHspVSx0bFjW34G0GmYuRQfFxMUi1zbAetOgdxToWPD5dDJBPQC9E3afzA023uLFUhbwTqNUrB2agVUzK5rwI7BWanL7wmBy1yudtJqQd0a+CFjtOCDPEK1B+aXbyF6/B//8FcQeX4jbGzD7x7BPTyjrrWqgbuC+dS/1nqZj4PAEZlWh+NLbiOcz2OMZ4mIFe+MqsDmlLL2h8jjOF4gxKiPFDAaEjdesuhwNgLxAXCwpcVusEJsGsU2+KaTR6FEA14s1qvQeRQ6zs0VJzdmM8OReCRgLGIP+41XCpXlBTP0oowth5Oa2CRH12ClJwBc8Hq3DFhEyQigssUskeYxAM3K6ILsqaM9HodYQWVJv0Q4zGi6cW0RnUd3YQOjl6E6hf+/2wQjceQ4z7KO9uQc7X+P8k5dw9MmpZm8IATFzCEUGtB7RWbjDGcKoj9UWTVNW0ySkG17w52xFCrG2b/SmiJoRxVS6ShYquDc4E7ZIPsZgKMVHZQVI84eyx+SB3Q6MZsESHKJMZuFgm62ifhYAuBV7dhtosJX37k4GsTVbtTJ3Wh7PlqmMjpae55ieKO8htpqKgYPhDA72zYiCkQwfEOhGJoxIY00yFhqJxTxnXuBixt9NbgZeWKQx2A64VORGkfDX87nIiVN1ZCJQbVoMH9GN0TuCwgdBAiZ/rjZp+fw7NlUSc6GuGlEWwYIXVakwaMElBlA3Q3cMA0mmLVCG9DPm1wFtaPE1WJ5GnY0p1VjbM1ppVVNZhKIyH8RuVp0cmUYqzoX1mAJJNbHIVxHFPNDghSZBZEKfXG8lJlXbo9cgRmQHM+ojOQv39kOCOnwAykI9SWLryZPbGsp+fSC215MDejxGeg9rKFBXFZBn9JhniGNjSkySLAMyXpmbGibL6D2cQ5zNYTKnzzNFTiSF9Rpub5feJyPYwAyJC46q0iwdMQJ1g3g+g3tyhDgdA9sb9B0WRCd0d/dRPDwhpbGwp2LUZIj4/lZHrEVHvt/Ec2eceu418aEnQTF0x0Iir1l0AAKrJFl0Ixg3+dQIDh/ZytYqXVDUle+FYbrbByNwA4iDHrLHJ+SBAA62t08RbuxRqVQWyG4/Bo5PYZcN2r0Jjj8xUcqXNM4Ul/TJ8GnrF9/B8sUdFbkopS4Q5zpbMNeTTwg1LJAgEca1VU7Mns3NyGjQAThgCdbbpNd3M3sEClD1lMUxIvIx6XNF9i2wgTRD0ufQBedqdAJvTKs6l+7SnJEFQuCb7igl/Z/9mrMFDRT2PWKSUAAyek5ktJXMNQwZYeMSyG1DmXq2SD7cBPmwZwoH2uIsVUYE00AdBYWrDVAmLY2jaoMCVnkSmGcv54sWAgnyxADqXFvK0Eifp9h1S0wSWeTkGpDXCW5NvjC0j/mCFoFQ0PkhyT8wuQ2lBGojXJri3QUMiWMti64stmkqetTsTPzYmwFliMUsKrVV1JUCSzUDhlOGFHCK8+QGCABX/j+vA4+fIoz6gGSvxiJWFQXH+48Rjo6pUTjoIS6X7PpXUYBuGuD6ZSBzKsYBKKD6D9+Cma+AB08owOY5CXgqksvH1QrRB4T5AtEHxLNzmDynTLquaVHg4cgwlgaCNw3CfIH2xi4F7NZTw9JYglZXa4TZnBaXLENsPfy0D7Ncwwx69NhqTfh4TNWiSNDlHpAqyhf2wj233EmBOGYWg28dof9gjt7hmgJ1z0IGEyt8kiVHR8ejyORv8tkmRrglD1Zg5poOHa4JOvlu2wcjcDcN0X4mQxx+ZgfLHYvogKc/skP4ap/LuJ1NrH7oeayeGSNag81vzunmNRK8uYkVgHIWMX23wuhBjYf/9os4ezZPzUAgSatzsAe0zGc0yWdCTqAFN3tS9glLxkQ0sd1oUJSbO1tFvTll+o00ppqRQX+fG4VtwsaAjjsekBRlHGAEw5fGqGDNvgDWu8mcShkrnYxaLWg72b0uCKruSr4qrmIPZ0OiG8m2pWvfDuRNiNnRlYeL4EneS8ZnCaMkn8WE0xteyCZEWVSvD4ZhqqlRPLmYkYhHYCK64JHoiOhUPRmbTfUN1jtG8WvaEWiPQHokyiDhJinRB3nB8wzJcAVw+hJ9TjMwGpDbAVc1hh6XhEL41WQxkLBxMZmqN4z2N2TOp0iydXamhboHak+hjkmFKpPsARSzgFZGcFkozq8y9yxD9akXEPoZ/PPXYPp9krPXDfz1XeDaJUTvCbZcV5rdCssLAEKZUwDt9dC+dJ2CcL+EO1kibE8QvUdcLAmTznNqcrYesA7GWbjdHcK4ez3EXoF4PktZfgi0OACIyxVijLBbG8juH9Ccy5NTxDKHf/kGoqch4WYwoMWnaWBGA2LNrNYk47eGCA9VrSyNbOEZHgm6kLp15AoqaFYMA4zvt8xSMcjPaMiEefgU9s4TDN46xOibh8jnLdoBsU6Eu229wJWpp2ECLli5tsMMoXBwVUA+b+EqyuhD6fA/Dz9uY4DtTRx8ZgvFIqB3GpEvA3Y/d4Ls0THsbAWzf4TjT26iGVq0PYv8yRncbJ0CVEwZVf84YOOfv4vyziGKByc02TvGi3Jk+egIpVoJ/hVygSCiNp4IXklZkUAZXWohkMr1tm9QTVOXP2P3OzHxV3ikcwZ00nTH/EaCn7IEmPIkUnJXUYacLUBBlG/YUKTjIVNrZMyYNmgMUlPUAKefqiBKPlIXJvy1O31HslI16RF6k/CPDdLiFxlnH6ZFodtQE7giWxHLJB1ICjhdtavg3d+2CVOF3QBl0C1h0h3sUj5S+PkMZ2U8HFcGOAieLJg4eYukhWfzDXo8X6SqhyxtO/skcAygldrySvrexlMgLk5Tv8MExuJ14UpGVlK5qXDMpH/Se1E1HgcdOf/E86bPOf/x59D2HbLTFZmwfeoqZh/bg5mMUW+WmL2yBTsiZhdCVPM2AMDmlAzhDs9oYHBZIH98StDG+RzrG1OYhwdE5xUuszGw21v0+qqiRmRdww4HFKBPz2G2NijQW0OfGSL9XJaUKY+HQL+HdmcMc+0yTNMie3oO0+/R4hIDBeg8JwbN8Sl5qSyWiJ7YL3Y4QFyuURzXyM9rlEcVdF4k39flUaUT4kOW4FK3Jjw63yemDQDE5RLRWZh1jeL2PgZPKmWsdYU9AHhIcuB7MaQqmTNvADBNgK0828dKKfodrnXevi9bV2PMHQAzAB5AG2P8tDFmC8DfAXALwB0AfzLGeGJIg/6fAfgjAJYA/p0Y45e+6wdY6iTv/eoDhIMjNJ95BTCAn5SwixXCoAdT5pi8u0J0FsXDE6BpsX5mC7ahSe+2CRi8dUgByVrErSnM2ZzKKUPZF0ADiPV7Rfk/auauk5fF7Y0xbnH2Es6lwDO+Rz7X1aZBMwR6Rwyd+NScJOMlUhtKoFIOqaNMrDgHS5BZ8Rd5bibTEgXe8CVbsSKp86Io9QC9wYUtIZm0Ug6RTJG0uw5aaLZ/q8Bql3xNlJO9ivDcMZdAaEJnMLAYPQlnlgMofT+ovF3gl2gowGVLAEEcCxlDXNJ3RycIB7YsUOiKv6erCMZQjD2kbLsbmBGBwZNvV4OGDDh/IWL6FjdTERPEJcb8rPqU42gbYHHVYPQwJtiF31MXYH5+tu5kWSySmr4dO7RDk97bpOe6OrKnjlHIT+iPAMvsOxCT9C6CS9PudSoQv252w2L7my1E/t27c4L1rU0Uv/Eays0PYXm1h9Url9F/7QHKvU3UH7uFZpRh+Ll3dExZOJ/BGoM4HhKODSAenQDGwPR6COcz9G8foXnpGrLTFU5+/Aa2fu0OLRg1Zb70ogBkJWXp64oaiI1QihwtAiEgClQQI3A2R2xbuBnREsNsBntpF9jagFmsEOsGpkd0QXtG0A68p2BdEZUr+gAEj+z2Y4JPRgM00wLrrQyD/RrlnSMgBLivn8L0esRe2ZzAVA1Q1aifu9RZXCxMnhFKAADWIL/9BFkIWH/iJsQwyjZB+d8Xlc4Wbu3JXhacAEWgHhYkiiosiaTeH+L+l/Lj/oMxxsPO738RwD+LMf4lY8xf5N//IwB/GMCL/O/3Afir/P/7b96TF0FVwzxzDbYJyB+d0Ek/PYNZrhCu7iJ/fIp2d4IwIvWULyx2fusxrf5Pj4l/ujGGH/fgbj9CNBYnP36TMtR+KjG7XG7J5gAKztUWUB4bHY9mOYgrxZCPZ8yAAHaLG0ApeYJR+j40aAojJFoDGyIFBrmQOchK4BU3w5azPqElKh7Hpa+rotq2InIgjKk0N4Gm47QjYHSPG6Ywisl2Kw+BISiLh3bYRRouC5ZjHnm3ISdNYFLwcYA39Pd2SFl7Nmfmhgh8OMNpRoaGHPDwhWqTFiBZ4NSICRxEpekYiLHiqkjHLkMnSEJxcmGBiELUBPJPFgn85B1z0dYAQOShvN8mvuFKYnwvXlgk2yFDbEif3Q7Y36XTXPVlqgpCDrKh4H6LYNTV1GC1ZzG+RyPVBDq5QD/tbK6iafD5KsIiXszM+TgtrlhM7gbMrjsU5xHju2vg+BT95RrtD7yM/K1H2LhfIhweI94ibxK3bpHNa8A5hN0N2INTgk7Y0A1bU8ReDlsUQFlg/rHLGL32BIgR+TuPERZLbJ0xB9t7+rJNDfR7pM9YrYAsg52MKclqW5jhgGCStk18bRM4o46wkzEF36qCGY8Rl2uAM2o4S4ZYMULbCM7RezmLGCPRBvl9Y1XBeA8TNrDxtWMSGLUeYWcKay3ifEmwy8k5oQHOIf/qOzA7W2QJMB6i3buC7O5T+KvbsPMKMXNopz2ARXxBzu8Fn30gOMsJmCO7Vx9JNs+0RLJ1penx3y3j/r1AJT8H4G/wz38DwB/vPP7fRto+B2DDGHPle75b3QDGYH1tguxwzntngd1tYGMCd3wO1A3s63eIrnQ6x/Drj+G3x2gnPcLpihywloxyADSvXNcJ3LalgEA3CQdAHRfFH9eSJNm28YJLnWPpctffwLRgtghUeJLPkLjJ62R7Si+g/4SeJtJmOQNCu0MkDNitOyouZrx0vUiS3wI08zaRMHGBSooZ0H9iNOMWdaVM+5YmGn0GEm3RpgsNSD/LIlJv8JBeQ5meMnR8Cl4A1JtbsXmXZPMAdDKNmPnkc6p82p5BvWEUcmkGCfsWfF8qhpiBFlOGRpT+x/7evkjwEE1CoX0Uyb5tE89bxqdFCx5WkOCObvarsAvDQcIh17maAs9wdSHHViiozcBgeYmcGts+Pdb2DfIlMHk3QTsi2xfBVT0yWO7Rh4v9bs5T6sUOIZcBG/wegydkk3r5Vw/QP2xptmGeIzYN3DuPES9vIxwcAc/eQLzzgPjWlYedrSkI3XlIBlRtC2xv0LFYrhH6xOaIffLFnn/sMmAMog+w25vExWaM2zhLdF8ZfDwaAW1LlL+6oaq4aegz2pZigbO0UMRIi0aMBLV4D8RATVPZnLtAN1TIRXjQ3qcFBCCa42SEbNGi2R6SQGjQg2kD/PaYFpkQeVFwlGnnGeLJGRADwv4BsieniK2He3KC+uoE9e4QzaQgyIZpgc3EKVso5CYZjBk2l7IGMbPK6ZZJOCL6+24Z9/cbuCOAXzLGfNEY82f5sUsxxsf88xMAl/jnawDud177gB+7sBlj/qwx5lVjzKu1XyEuFlh97Drc2qPdGSFMBohljvhon3wR1hXicgU7GmL+w7dIJLBaASEgf3QMNC3aK5swyzVmH9/D0R95CYcf76sHhTQWrafsW+lZJtleXuD4dnFgblImiXpULFy8tkVKHngUlww2iJaOsppQCf5lmAfO2ZHgatSp5kWlY0xDcmdugHLAtG1Ur2p6PAW77nRzgPffMobquk3AiHoCvbAsu/WJG5ocD2VGOBr9JsdLbFZlYZEtuMTTbgdGj4kKVkw6lsLwaMb0/bN1TC57Nr230hIlexfBSYcOaHV4MNEOZc6gDIEWtkq2YjiKF/bQgZuo4UfZtOxbYFtYX6aFUp4vzBARVok6NeSk4pT3EF/segO4/tP3INi4QDTaHwhQCqFUHvWIJkAVZxFdVWs15X5EE1GeJll1xs02xb7LDP0vvovyy7fhj09gBn0sPvssAGD94x9Bu91H+4MvIW5O4B4f4uzj28DWFDCWAmJO2XW8tE30unceU2B7uI980dJYsLNzmMwhZg7x5IwajtJsjIECe1VTQJ9OEvWvLCiT955gDpeogXCOBjcIV7vfo2De79H7DPpEJ3SWWC8MjcAxQyVyADeWxETMPIkPHqOe5Ki2c8w+uovq5ib8sCAFZ17Q65sa4eycFgLvkwio3yO2jDWIyxWKB6coHp8TJNISr9stW5RHNJzcl1bnWVJSyPHGGIVLbB14Qr1Q0L779v0G7h+NMf4gCAb588aYH+/+MZLF4HdJ7L99izH+9Rjjp2OMn85RAlmG/jceIX/zIbJvPYQ9niH0CuJ6AjCDPv1cFmj6FubJEeLlXZjGI0yHNK2jdDj48auYX3GKZQvWamu+uVtg+5tr5EvqHquhvTWaeQMpuFQbZOMYmHWiz62jBgmZxIHIwwqaqJmwiGzES6KZGKXUCZ6e4AaCIiQwiSue2KWSOIgqBhgKSggU0CU4AlDGBIALdqXKVQ8JeomGMHoRGkhwln1IYhs2jWLIRJpf4ldyAXKyUNsA20Rl64hXi5MssYEKTtpeOiY+T1NzaDArtKErVY9aZXIzWN0aOaBm66jimegSrh+4MmjZw0eqDqXw8SLqC4PiLGU9kjEHx8HWUcUgFgzyvZWNw1BFzfoCgmvoPcoT4OEv3dSmsVwjMkYvLZJGIbViljLrkCV8vzyTAB1R/uY3MfmNt3WfowM2vnKI4rRCu9knLPrWVdhnriNmDvXIYnVthP69M1SbOdY7BRYvbGL18Rs0iu2ZDZghiWVMkcOcL2AePCaq384GsLNB+DVAY8G2NxGHfeBsTjDL+Qym36Osezwiyl9ZEL49X3Cjkg+gsxcYLKYoaNBwkSeYxlgK8EwXRE64thkOFTOnzDotEJptAwiLJUxGzBa8+AyGX7mPaAzGXz+girdqKRmMgT4ny3hBoIWEGqotLQTeE2wzGpKVdC9n24VAU+pbgjuKs0YraaHrmjai7WcQD3DbBDSjDNnKq5ryew0L/r4w7hjjQ/7/qTHm7wH4DIB9Y8yVGONjhkJk1s5DADc6L7/Oj73vZpyji2pjDHNwTHhXr4C9/wSmLBEubwPrBssP72G1nWHnNx9j/kO30A4sPBsGSelL02KoXNx6o8LpC0XK1lqgPA/In84xu76NbB1V2gykLBkWOoWc4BVDPlhsvdmloIWsc4CllBev6wiI6EN6Ufk5Y2BiFenShHVxJ0NNWXFTgrM3GepA34GMnYjRINLqbBUV+lERhkvBRCiLvmdgOkZEkoUThzoSnFDzQgA6DqEwAGO+XbpitWmQzSmANWOaHfneZppm7Ii6KAi2rdOJfJorKt81vufz1Beb2RGu4ilFPF5KsHsATMNj6KMh7Jiao/R9ROwjgKiNUsJCbWiFn6/qUKTsdbVLjWYxeJLGqVxHnr3XRaxjPJCL7woPjciWaYGlqsUoXdFVEeBKSvodxZwoZr6gqfUwFLx3/jf3cPrf3ED/8QqmLBFXa0y/tcDy+gCIwOKlLQzuzbC61EN2fALnPfzxCezGFJtfNIgPHlPp/uyUFoSRxei8QTV16O9XlC2v1tSQtI6YHnUDU9UUCHslsle/hWJvB83VTeQPjhjm8DTY5GxG/8/mgHWIVU2/B8pi0bIlMzc5BTKJVQV1C7WO4Q9+z9ZT89AHyvpjSI1IzrrtcEAwR83v17bUlKxrCraLNWJdY/j/+yJiv4/e+Zx45L0e4nJF35ehEpHVR1Z9Inh6vGkBaxD2NmHuPkJvsQWzrhGHfcQyg98saTpVzbCIjC4rCMema5Xu23zZ8oxMHmf2XYYoAN9Hxm2MGRpjxvIzgH8DwNcB/AMAf4af9mcA/H3++R8A+NOGts8COOtAKt95yzPUz+9R0LZcci3X2P8TL+Hgp5/B8sYY81e2MLuewefA/k9eweKyQ8iA8b0KG18/Qe/IY/s3H8KXdFNd/o0jrHZziPgkGqIJju7MMX9pE2cv0OgrUaPBUJYZCkAmlJNcFSpakUaRCHcUTgEUppAGna2hWahbJ9e+7vAGzbw5aGfryNQhgkQouFFZf/VvvYkr/+wAO3/365TRC57MTATbQvFtEejI4AFhfEgZLwrKyPurhvuGvjuNYGLucS8pQ+U9BJ7JOjCjrVKpHw2NbgtFsrHV59WpeqD3pOxcLFqVU84De9sh7UOUasDSQkfDG2IybXJQz25fchbL+LIESaky5MoXhawaf4WUVYvfibJ0+HyaSOpWaRjGjKfSOMrmxTaBqKIp85aKTuZjSkXQ9skFsRmKcRpXdQY4+UhqatZ/+hjiFzN4GlCc0+sP/9ZNgpZOFhSQrl+BO55jeHeOYkFDche3xlR93LoOZBnc5T2CKRYrmGuXgWdv0KJeGGy8fo7sdI2NV5/AHZwh3NhjKXkk7HcyIthyvSboYWcL8aVbCI/3kd95SrL1pqFMvd+ngOscqS5LgiBiYAUme3ObXo8XnRWMtTqYGFlGCwVAWXueEx+8bSm4CiYeCY+OVQUznSQ6I0DZc+TPtgZxXaG+uYN2b0L0xqKgz89zVpI6+p+ZLrFuOEATZEPUQ6E2OcTzOcyjQ8z/wMvUk4uRGrcHpxjcPkG2oPdRBgnj72S14FA8PodbNsjfeIj8eIXeNx4gWzTUHP49NicvAfhNY8xXAXwewD+KMf5TAH8JwM8YY94C8NP8OwD8YwC3AbwN4L8C8Oe+1wf4nqMGE39xMx4hnp5hcBAw3G+x3HVYbTuVQfePAi79IsHo2dkK0RgMbp9g/vErmL7bYPMLTxCtRTMw2Hi7xvZvP0Yxj5h8dR+mJWewzTcSVCJltk6uYZy4a3YvMEtgb24vIomOF4c0u5oRtAEo7y2zKIEUQCQ7FciF/CsiVnuUyU1v17j8uyts/r9+B+H0DGZdw46GGN/36nUhAxLaXiqrRYwigUc24Y1KcJB9lixdfMVhkpe0L6ET3GWYrltH5WmbGL/N/lYWNsfBSTE9vtrE0wEGBN200MVAuOnkEcPnpEYSHnHW2Q5SwNX35XMXs8TLp3Ma03dCpxLh7Fu9R/j7ChQi0+VJVJM+JxcFqAMQoC6HriJHQDnvAuUQhBN1oZW+SrSkDI2OZPf5IuL6X3gL9ZBUuVuvRQwOA1wDmL+7fQGKEl/08iwgn8uBiMDTI4TpAHZeYfzVfbiaTKmoavKon9ulIJxnFOjWNRYvTFDuLzB+ew7fz2EeHZLFxJOnqLZ7qJ7ZgpmMCJJ4cqDGU/ABsVfCzlcUtEKgAGgd+ZCczwi2WK2I9sdBFgBBLN6TyKZuSL4OsFCHG5NNTdlt8IgcnOlE82LgLMvr6Tl2d5sGQKxWtG/rNX0e4+QwBubqJeRPZ3CLGjibw5Q0IiyuVojLNb2mbZWVYoo8sVKYmy6NUYGJEAPGX3mMxcvbdAzuPaHv8fQI2TfeBQC4yqv3kXD283MS9GQH54izOezhGcJiCXvnCdzp8sK9+97tewbuGOPtGOMn+N9HYoz/d378KMb4UzHGF2OMPx1jPObHY4zxz8cYn48xfizG+Or3+gy3bFDcOUA4nyFubyA8eYrw/HUyZ3+ywO5vH6A8C+gfBR3bFCdDbH3uCcz+Mcy6QrhzH8PfeQfl0Rrx5Ax2voSrI3p3jhBPTjG+WwFVDT8sMPnqATa+uI/emdAf+AYTQQ1nnmT6xAwKa6hZFWNqREqjz0qmLTc8VCWlBlB6QOm/apPOis+Tb4UIR4ozCh69bz1B/vgUsz/1WdjpBIsP7yHsbWL4hTu4/Cv7uPRP7iWVXYBSj5ohy9A7N7pWBoxTC6wjtMLAcxUFSggc9PKZ+KYQ33zz7QbDfa/vKwOCxV8akb63Y6ih3pBKwGizU/xXDLNN6qlB+2NnGkRlcLIEfGpOsvNajysbHljgS6Mwkohn1NaARUyS+Uu2K4pGyZql6lLeNgdc34M6CkrzUYYnqOGYNk6NimcAKAyVrel8NIMEhdRTgx/+869ivW2w3jboHQeyFzDAO7/wMvIViapggNVmGjobuckdLU2iNyFi/PYc/VdvIz58gubmDolbljWWL2wCMWL49ScY7DcQr+7i9gHqW7vU0MtzxHWF8qjB2StTuMeHsA2f2ycHWP/Ex1A+XaF8+ymWr1xCrBty/MsymKJA89FbMHWD+GifgvpkhObZSxT8MvIskWw21kQHVEoe0/xMWSAulwRBcABWWEMyXetosWnblPGKYRXT9WAp+0VgeMMS9AJDkIyZTmDyHM3VKcI7d4C379F7FTm9r3Uk+beOFghPcAwaci2FZ+Vnr0dwzWqt/Tdhwgx/5x2Ek1O+Zg3gLMx0guLpXJOSrsweAPzlTWLLXd6j7839BBwc6/X7nbbfCx3wX93WElZkJ2P6EpsbaCcleo/nOP3wBIgR0y89gVsHZKuI/pMl5i9MSdLqPXByBjsewfT7cO88hJmO4TfH2PzaKa24u9vIj5dontlFfu8Q2D8Ejk4xuL9INwTjkeLtLJCH8Sn7VIxY8GB2+6unneEBolZTZ7COK5gFr7gRvSN+vprcUMYVMoPpnQa7v/GILDKfHmHjn3wTZjImMv/hGUy/h9VzW4AxqCfQZqFCGOuIekqf1faYKsZUwYSp0mvIfzuJg1Lg4/2LBEs4FgsN7pzzBUivlZK97SdVp9DRjAd6h1GDaJdRoyZXoOPe/ycTPX4CMwlPXabqBGlaMtQkQ49lP5OKMKr6VRwZZUGSzybObAqIAFQs1PbZJbKWBZj2Ryq+bpUDUGWTL0TmDK1AQmFw8Cli7TQjg2qTefI18Pn/9FPoHUXkM4HM0udIpWTbREssz8nZLqtoks70V9/C9Fe+BXvvMWAszDPXkL+7D3P1EszJOdq+hd+dAnWD8t4xypMGYVSSJ9AX3wSsQ/3CFSw/cwurSwUe/zRlte7wnLBkY9D/wjuw9x4jLpcYfPU+ZZ+zGeG/MZIQ7mwGu7NFxlFNi3qjoPuY6XdxtdImZDyfEXwCwO5uE+ukocUgrlaA4UZgRcIc0ytTjIicbTPmbGTQStMw9S/o72YyhhkMCOaom7QfkxGyI2KmwZLboDYvraHFha1jlVIon+kc0NSIiwXRJFmYpFuRk33AdJIal1mGcHhMxniWsG7ruXGZGfhehnaYo3lmF3G26HjHGP7892eYfDACd5Yjnp0jbk0RNoYI2xvIj5awR+fY+hcPYGpqkERHmYtdVGT60i/Ju1YOYJNa/O7gFPZkTq97coDwrXeRndCMPOxtA7tbCGWmU2M232wUI5aJL4RvEu5M/GzDQxM4W+VMLVsmel6ityXfE8HNxZlQ2Sy8CQ4aMgpwy50MfnsMt7mBeOsqcHkXMAaTr9Iw1f2fuYbiF1/F/T95E6MHMcmkI9S1bviQPl+46xJMBFuXAG7bxP0Wup3wTsWbuzwLCA64+vfuwByf4ezZHL2TqPgrsUHoeLVDCkySCQsEI/sm/uKChUdDuG7D1LvUfYfS7dR4KaTjDoD5sFJWgDHqZG6lnGuTjrFUJuqqyOeDBi4TxCILoVjLdl0F5XyJF0k9YdphAXzyf/eaZuKiWtz6OjVtyxNarGX0XVtKr0MWdBZiccO0d+qV5rfzxVMM7y3RO/aYfuUA49ePFSqI6wr1R28g9Ary8tggx718xplzS+I2u2rhRwWa3REFHQD5/jnyswbDe0u88l+wX8h8QcEzzyhwbW/CjIaIowHCzpQ42DFqxovtDeI3lyUQI7KVh7+6TX9ravIMYQMoAMmsarEifrh16vBnyoIgCW4ixrpheCJAB+dyoI11k+57ay4YZqFuEEf9FOzZ3dAs18Ddh6yiDET1k3twxtqRyBk7QBBJd5hBXvDiQpCJJJww1JdTh0SGcuLWFO0PvIjmygRu3aJ4cIz8mw9Q3D9B77X7yJY04CFaQ2yXPFd+Oy1w74+VfCCGBU+GV+Mnf/I/gG0i+l+7Twd2awqcngN1QxLXjaniY+1LN5C9fofKM8bGyGGsQbi+B7uugadH1FTgUshMJ4R/Mc5mej1UL13G4cd62P56hdmNAs2QHddkIjTTd0R2LpsoALsDgsUoSoa3RmPUeEiaoJKZihim659Bz6Gft794jFBkWF8ZwJcW499+F/HSFszDpwi3rsAdzdBe3sD+D42Ur5sggLRARAesdwz6T5NaVPnHMf0eiuRHLIwQgVZGTzxGv/xN2J0txPMZ5j/2AqqJY29ni/KMpo3Dgl0DL36Obal5J/sp0+4vBGVuxklApnFRDLF0IBK3JvZKtuSm6jJJ7n3R+QzmiyvHXUZNcZCkifX4NlFNO6RhwjrUgZuHomxthsTXrz4zx/QfD9EMie1RT0zqU7xnFmeXSy1NVGl0JhYJtMkK0N+3v3CI2StbGP/6txDbFnZrA2FzDLxxm+6Ffo/EZ6OC+wEW9UaG0e0Z6q0+eneOEEY98snmZiGWK4SdTdjTGcLJqXKiw7NXYdoA++QIccKB+eSMAvawDzw5oHupLDnrnlOgDkS9g7GoPnYT5ZMZ1lfHcGuP/OvvpmCbZRoQw9ExBdFejx6LkYI7B0gz6F/IoGHsBVYIYkBsWsrGrUM4PYOdjvWejssVG2Sx5wPPqsTmFDAG8w/vYPzFh/QdrWV9yJIaop6qDsMGT9EHYqEUBTU8GZcXRknkhcOORxRX6kYVoCbL0F7bRrNRovfuMdq9Cey6gXt0hDBf0PSg8Zj2X6xqQdCJOzhDe2kDv/uNv4bz2cPvGL0/EBl3KMg4qv+NR2TRuLMBw4IbFDns5mbqKl+/hOzgnB2/Ku5cO1197aMD4OAYMs/O5DnM5gYZzwDapIiDHsp3D3HtHz5C+do9ms4i8vYQsbocU2AT7Jt/l8ddFTW4yCb4aT1lkYeHKqZCF0MHlH0imV8zpOfOX5ji9MNjHH04R/9pBdPvYfbiFLi0g3ZSAusKT39wBADKYJCsUtgmgmuXJ1QNREs2rTJu6dtcAvl7dX2CXRUx+cJD2K0N8qUIEaNvHGLrKycwAdj8VoXecZtmXfLioGOdrNGgLcwLcbeTTZqAcgx8aZSB00xoX3zPoBnR32XcVHkcMb8BbTQmy11AVZ+cXQuEIxm7Nna9nAf6PZ9TdVVtE87uS6D/c/uotug7ZKuI8iSi/PwIvieWAMDZD607FUtaIPRakYzfQ7n5Yi8AQM2rxDc9OCA+eILJlx4R66LIaSg247lxvUZ9fQuhcCjf3kfx9j7yWQ1bR7TjEtm8RvvuXfhxj2XqHvF8RvS9EBB7BQyX/3FdwR2cwZ7MgEGf5N8AsLtFwfD4jK6RyZiZGTYF7b1tmPEIplfCVR7wAcXJGjBGIRE1qKob+GcuAZ98he7VhlSRCCSmMWVBAdN7wpq7GS3AYhzieps8U461HTLHWz7HWfjLmxSQGSZB0xK3/HSG0bdOyIDqfIb1S5co1lwV7SBvjjB1U+RwW5s8mYsWKTMcanPXjIa0LwDEf9wfHiPubiEuV3BvPaB+zv4h8ttPKCaVRRIWiYCookbu6pXLqDdK1Ld2yOL6g+7H7ZYNpr91B3GxoCzg8VPE+YJWIu+B3U1+osPq6gimaTH79HXEVacL3Cup27u9kcqbLGNeqMfqR1+hxy/t0P/Hp4hnM+p8t22SadeUNQ8fpjIbgDIDpDFGUAAH3ybJxEkdSXJzgAO5uApyJl+cR2y/tkTvhNRUNLEF2Pv8ObJVxOKygy8NekcRTz47wOwTl1FNLJ78+DbtS1WjmBPdTzLpC1J4Q9QzVWZmhFHni2TWRJmqwea3KlX6mUDPc2tgeqfF3m88ofKvbmC2NuBfvoF2Zwx7tsDkS49QvnuI5V6GatsoNNAOjE5TJ89w+rnrZS60vyDNW0Af6w6iyBa0qNgaKE7p+2WcSDVDssalBYGPL1Pw1NGwTn4f4oVCrBXKcl1DjcJqy+DkJ9ZYXKHFW3B5AKj+h0vIZxFNZ+IQeVzT331hsPWbJangeMwdjWvjGZ6OBEohN0pXXG9JpQYcf6rVYC+9gem7lWZ9YXsCXN7F+cd2cPyJCZofehlxXcFWLZpJgbheUzb62lvJU+Z0CfPpj5Knc/AIz1wGtjfRfuJ52umnR0CRo33+Ct1vIQKtp6SGe0Z4cohwcISwR/debBrlXRsWyOD4DPH0HHG1osB0fAZ3soD7/Deh0nMJvOMR3DsPYWdr2M0NmPGYz7uhgNa2bA4VqIm5vZkCRNYJjj4oRTAy+8NuTNNghRhhHxzQYiDBHqDYUhaI795XqmDvmw/pex+eQB0GZXB5TkZV4dIWcP0yYds+IE6GMBsTCuLGUIxZrmhyT4xw1y7DLtcw0zGQZRi+eQAznRCW/6179LpBn6YE8cg4M+gD/R76X38Ax+pLvzeFXXcNcy5uH4jArUT3vKATyB3wuFyheeUGYu5w8uO3EAc99A7IEMY2kRocQzZ0aFrEDz2L5bPEzYRzlLFH6mAP3zyglfj+Izrg3e3KLiv8kJR5gj9yYPFFwmwByaLpRqesmYcTML4NQCERgMeo1RHjhy22P7dPN540waQ0v/0I/f01escB5VnA7m89xeXfXmB+1aGeGOx+ZYHT50o0H72F7S8mXi8A9dSgKT9J3m4iD0aQUWpNVK7z9J0G2axCOyBmw9Y3ltj7tSdwdUT/3hlwdEpfIwQ017bgTpZkbblcA9aivr6FybtrZWOIKlKHQ0RZSKBCFmk0SuAqziOLZTrTSNr0uyyGMv/Td8aTiVISgZk0BWXLAAXvtk8LQXEecfYiVM16/AfX8D0SsBTnEfkM2PgXPQwfRl18aHIONGuWoC2TaUIOHmLcgdEivWfICev3JRl9CUWUDMAYurL09+1XM4WPfEnPzeY12g/dAuoG7WYfeHqMamJJ3t5zOP9jn4Q7XaL/9iEJWrIMdnMD2cqj+Mq7iA+fwD05AdqAcPMKTY7KHIq3HwM+YP3ZlwCAmpk9GpYQZ3OErTGWn7hBARwEW9gzEsfQ94vU5JvN0Tx3mSATCYyiOFyt4TY3yFBKmCIxkCdJv0/BviJ4Apd3IapEpexlGeLxCXByTpApUwWjiHKEBcLGVEQpXHIVwPcdi24EigGoGRrHA9hLu8QM4SzatL6TrRO2T26GdOPbswWitRRcnUW7MUAscoJEJG51MfyzGcKTp/CP9/n3cxpMIdj4ao3qxctormxg9qPPkV/LYkGDKI5OULy9j+yNezCV/59Bc9LRRHfqWBdMGwrAlT1U2wXajR42P/cQ8w/vkKpoNMDwjQOE0YAgEGvgr2xhdXmAekQHv33hKh3MpoU/OkZ0Fu7hIdrf9yGE0zPGqqiR4Sc9+J5RtaBmg0bKYTYhqqNmjiqwATcfAfV0Fr4xjUZKzTBpNp1/Yhe+n+PSL97D5d86RXnGkvmdTWSv38PGq08w+fW3gONTuK/fxsZbNfJlxMEnhzQgNzNYXR+rHzQ1T2l/19sst7dpcRHYgAyxjAp2ivMGdl5pUM3evA/jeQL20yPttNcfuo7TF/mm65fkDpc5FA+O4c7WyOcRo4dep8WHnCGbzGjgE7w3sLGWW8WOX0qqRgIPVxbaoixI0Risd2MaiGAJYhHudM6Te4rTiNOPBKUonn4kYHbTYuONJLUffLWvzWSBmcRCVp0CQ8KdheKXrRKERHayAoFEhBLMTwePZotY7wTUU2L4ZAtRUkZ+L65KvFQJJGsPGWi475Ue/OVtFN96DGyMsfdLd9E7jlhczjDYr4CTcxKwXN7F+pUrmH3mJoqvkA2r3aJsdXVtCPvoAG7VACEQXW93RNfncEDeI4slYc47W7DHM/TvnAI3rpCAJsuo4hLutYwj25ySe+eLzyQcO2dud6+kpCtzFFCNpcp4uWRvIa+wAh49hRkNKCgKrS8GgiNiYFMq/syObwl4qs3ylUtkDTsaUpImzUoW0pjhUN9X1JkAUD+7h/DiDZrwIwuBc/q+AAjKMZb8kY5O6fPbFvmdfeDwWMeioW4ICxc2Sgx0Dvq91H/r9+i5JXmYt0OHZpJh8HAJ7GwS9j8ZwA77qJ+7RCKi+TItKN9h+2AEbhmf1eemgveINy4B1mD4q68j//pdxCLH6I1jKsmOTmg1evc+y1gbVNs9lEcVNn71HcTFEu4rb9GJLHK46QTxyQGQZci//E7C6XizqwZ7X1zBMMtCGn2i1rM+YdM6Q1IyW2MUCumqJQEKPjJZPVtEDPc9gjOY/PrbKB4cU9bw8ADTX34TG988g5ktFI/Ezhbi5V3Y0RC9e6e49EsPUJ5FbH99jfzVt7Dazah8DxSg8wXt3+h+h2fMjbnoEp1P/T4aIHvjHnB0gsFhwPSX36CudtNivWXQvnwD4eYV2I0pyneeYvfXH8IUOU0Ff/CYymljsHhhgtFjj97TFVwVaVzcki1nmY0RhUHSkfGKh7eYO0mZLzALAObV0/tER3a7tgGGj4NCQ/UfPcVyj7jkvk+Kzc2vW9iaIInx2w75nBZX+f7FjLL5eszZPHuqUEUCXP6dc3UxFDw8WmpUdv1shE4o8JhwsX0PaF9Y4Y/8xBfx4z/xGtqXllheTY1XaWDKoiDZd2DLgmrq4HOD+XMjaiKuKNPM1vS951dZzBICcDojT+mHS8x/4mXE0QCxrhGOjjH83XcpAN99DDNbYn1zA9m8Rv/LdwEfECYDrD7zPFDkiDOazYjDY+DpMSkgfdDp76gqhTPCwRENCH56oni0yajClSrXMAfbDHqkThwNKYtlsyhljjABQdgnahJlrGbi0pRU6KOqYMoSgzefwjx7gxafgpWPPPwhrtZYfuyayuDrj99CzB1ikSP/+h3YsyUxXI7IcMsMBsoJ1yHDzFYhcc6KqpM1z8uTXllNk3XSa3vKcBHKIkBQEbxH2BjBrYkOaJcNVtfHaF++AT8sgL0dZOdrtDtjNNe2dMH8TtsHI3AD5D3QtrAbU1SfuIXFcxPy6H7mGjVAlmualbdY0kV3cEQv5CZF/9XbVGKMh1o6mkGfuZVjspqMEShL2OmEu8gByDPY4xncvCbHQEdBOjI1T9zbNGgz3S+azs6zQEQaYDIxfuerK2x+7QSjxx4wQDWxGL6+Tx3upqUyt8hhygKrqyNuXpR08p8ewXJWFQclTn/fNWx+7QT5a7eB52/AMS59/ixhryJvp2zbaAO1K+NWwydulJrBAGY8wvTLT2moK4smxvc9zG99Be7xIV1sp2cIT55Sw+WNu5TROYfTH7qC8efuov9kRXPymOERcpK7E9aMBHUUUFhExTWG4QeWnwv/uh0Atkp9BVdHrLcj1jvAk59qOZAauF/eRHnCHt5MuQzs/9I/iOqrDkCrFeK6s0ETUrM0OrJFsGdLZGtaaCV4A3QsxYpXxD62pQXi7COtQmvtIOKTNx7gP7/6BfzCzd/EDz1zF+0okDMh33Ehh7J45HW+7EBrfYNmYOF/8GWd7bjxuYfY+bV7tMhPxwijPoyzGDytYc+WGP7yN7C6tUEc6EEfaGr4Tcpe4/kMvu9oMIBACt+6Q2O39iaUHYuUmyl5CD5l0E2bMOUtIgtAmpUgqITofJEmz8wX9LmLJT0uvSqxXw3s+8HKRzseaUMw1g19tjQrS5KlS4Vsej3AGoSnh8DBMYlhikIDPLIMdm8H/S/eoWC7WiP//Juwp3OCRna3EKYcqI1lWqIBBn3guesp6wagE3kAuj9joHu3bZMRVr+nWH5ckx2u3sfGUHPUezomfH6H75wj9jK4KpC5lSUyhT1bIHt4hOztR4ni+B22D0bgjpEoS84ibI15tFCD5Uu7MFWNeHqG9to2lj/yMpH7YyB5qyWqEMqSgmGRIzx5Sivteo2ws0m49mKFMBro5A5YS0MXeAhqXC4Rv/wNtL3/f3t/GmtZlp0HYt/a55w7v/vGiBdjZuScVVkziyxWc5BkDi2qG6Lc6h8iDIhoy00YLdjdhgFDgn80/MNG27DdloAG0ZLa3epGg22JopuU2BrIEimLZLFYU1ZWzhkZc7x483Tne87Z2z/WsPd9kVmVJbKYkYXYwEPEe+++e885e++11/rWt75FWH99amG7SoOqipv2UVRhKuu6Ll6vqYDVQGfXI//6W/CdBnpvH2HzN2/i3D++zgnR+9uM14En2g+G6L6+jfryBmafeoIXa6+L+uIaQquB+XobVZNw+rEVDP/sC5ivtdHem6O7XaN/g2EY7nMonn/NRkypgeq5Wmca4amH+Rynn73A13Ey4Mq7wYiZIpvneWNmzNjR7tq0KsUSK30s/867QFEg2z3Gg59cMY1ogCMMfUaq2e1KRE0THxX6gnCn2egDvgmMrtUol9iAKb7d2ie0dwJWXm4YK0SrVsue8OiFq64GUaVZAS3B599VrQjTsK4L/3/edQARutuV4fauhiWvVREwqGhXQWjvBfTfylmON+fXDssmypC45xSNc7lEpl2itEmlIFYtMt2V7oM5pueZ9gZZp6gquNMx53m29lgzRKVAn30CndcYxw7jCfxzTyDbPcH8s88A7Raa+zOcfHId809ctWrC/M07yPaliEbElKgo+P8uQxiO2dj2umyIAK6FIEI4PmGcW9X6pDScjWwWf6YwyO4Bv+dsxgU74iGH8QR+MDTuNi11I/wBsCdfC17dKPgAcRk7Z/0lhI89xT8vSztwwmDIRlQ7yl+7wsyc8QQ4OoW7vS2JxTHj3adDhMMj0L2daIhVytUR0G7FEvcss070PGniYUsRoGmDA8DmBn/fbiO89Ax325rWqFZaoGmF5ltbgHNcsXp/mynLg6Hl+d5vPBqGGwFUFJh/9hnQvII7naA4GKG1M2YGyZ97EeMrHbR/701ZKA5hNDF9XWysYvbEGgvUNJtof/Vd+OMThHYBd/0ewniM2SXW+Kam6AoPx0A5h9tYw+iLz+LwP/giQgbsfbptTVlB2s0EUm0X8UiW31QanbIogO5ujbW3plh5eZ89+0kJmpWoD48MBmIKVcsSq9ThfnjzlSbyUYmwvITQLJDtnSDs7GO8WWD1jQHa2zNMVzK0bu4jP52h9+oOXBXQPqgxvhg1V85qS3tJ4vW2Kpz7+inzhgugfPEyOlsTYP8I8888hfydLZQvXEbzGzd484rR5k0oh9lwxEkmwcDLJzYAAJt/OIC1HwngknvE52TVo4kCYzEMyCaskx0yTgg2j9iAL13PWHu6Egy/wdGEeubaeCKbMU0vjYy03Jw7wTNlk73a2FVIpQo02bz65ggIwPK7YyBzmC1n6L22a6Xs6iHXTUgjYcW5g8At/D5uBuQTwls3L+JnXvvL+Hff/jl8c+sKiiMH1d92ZWSQqFaLltrzQ+O5Kk7nWPrKHc4pTCawDuii1kd5Dlruo7i5w9XDO4eoL67xdWyeg7txH4MfuoTmzX1MPvMEZhtNLH/7ALOVAvPnLzITY14y7FV78yzDbM5znJaYA+xBD0eg5SU2Ys3mQhNhEHEkO5sxlGDtyhi+MNgFEKdpygdEwRQ/t7rCcNzdLX69FAqh3VqQVwXAf+c9/PYu3PW7jHUX0lpIjJ6RELIM2N5jyKmq4J/cBM6vY/r8BeCZq3wP59fhJ1O7RqUSkpTto6rYc1aOeV1HXrdIzIbjk0j3q2uE2Qy+JfzsjWXQ23eA7T1kr7zL1zedIawscYR3/5DrUE6lMlWaObzf+ECyrt/3EdjzbGwPQOMpwnjKHW129hF8QP+b4BM+Ie3D16wjsLqMAKCxP2KyfLeDMBzCLS0BpxOEJy+CZiWK0zlmF3poD6fweweSEHGYPnMeZc9h/eVThMIhFBn2Ptthyt5X9rD74+dEx4M3KOPXZD0P86l4eeJp52OPxltbvCjXVoHcAbM5XL/PdKTJxAoKzChWFWilj9ZdTpqGVhO4fQ90bgN04Ry6D+YAEapujo1/+i4CADccI5xfw+qrJ9j/oRWsvOMxX4oJVQDWlTyfAJNNwsbXhxg814ergLVvHDHmVzhQq4nGK7cAl3HhhOgB16tdZKUUPmxusFQAEZA5+MEAd/7mj+DarzxAvdbH5FI7skV8AJUwUR3lTrs5rDkr1dKgVyAcL8ELRzj8Witmykhw88jeUA3yfBwsMQvx7D3EGxbtF+tAH6KXbhK2s4D2gYcbztF70ES5VKB4MMfKG6dAEJ3yIuqxm86KMIi8aKdQHdA8Eh76BGg8KHDv8CJ8y6N5kKGYQIqKEi9erk2bbyiuTjVQnFbI3r2PsLoMmpfwtYdbagMlJ8NwdMwJweUeG4vBiI3Xa+8idNqgmg1O719fR3AZ2vcGoMMTzJ+/iP6XbwFFAfR6QKfF1NiSu85QnnOybSTSjwJVsTF0zP+ezhi/LgouQpmXbGyqiq9Ned4AG+gQoKqA3HxgbphwqCoubpnOuCS+2+Hvy9LYZqRGnghhOGUMWqJlahTcXcc5wPH1BS/GdHMDJBFDGE9YdXRjDe54BL/aY1iurBEmU/jVDlz7GYRb9xmyEeNLTc67BeuL6UBywoYQJNHqY9HOhOViEfggdDe2pOXZGJCIhahC4+4B6nU22lTVXJh0aZN7aE5F0vb9He5HxHA7JraH3QO2iz4gnJzyYlGazfEprGqqwRKNyJhhgvus203LffidPX64FECnQ4RiBeHeNrK9BuhkgLC2Yhjb6MeeQ/f330H1Y8/BjWeYX+zj+LkmXBmQTzzGz6wiKwUblTZZWlZdGa+XkPnA1b/fPAVyx9VnvQ4wHGN+bR2t42FM7mgH6/Q0dSQhKR9KBIBWVxg3rCpk/+o2sksX0DmQjbK2AuzuA9t7nLw87mOy6izhBWDBm2yMPM79w21gMsXy7hFmL1yCOxmymP3lTdSXN0Bv3QY1pXDCOUxfvIjWTe48RN0Owi4nU0c/8QI6txl7f+q/uQN/eIRsuoLpp/tonniWghWWzfQc0N5lo+YgRnoGAMG8bq1YdDNY4jSI8QfIGD2qLwKBp7TJcLnEhlKHaauLRjkgWLgYcuZSc0FPPgGW7lWYrOdA7tDeGoGG3JCabt2Hf/ISs2/+5zuo/sF5o/8t9OtMDnQVu3IV0N4hqVx1jNXXsKYOVIONvhRMKTZfNzkSakwCim/fQPmJpzh/8eYda8sVlpe4I9S85FqHcs5a9pqgyzhZGOZz5kILXID728DSErJRCbRbjA/XNc+3lnmHwAayaETVPXWSAIMGwmwO7fNIy302YAqHEHG+SrxSbkPGlDmjGRIZnEBO2pY1ClAhnd9N/S9jyYpyyJ8zYb40oRmLc1xDysS5CEf3NshzgrRR2OfCCd48HoMe7KKdZYJFN5Hf2rFScz8cAfM5HwJlaZWSNmQPGxwCRNGpugYcs+S0T2ZoFPD9NurLKyi+dYNZc7M5svtM5wzBw53fwOzqKprvzJkn7j1w8h1M5vv/6k9zkHRq5rJ1XTRBjV1Zgfo9NtpC20EphP1d5kiG8YTbJV27wngdgNBtg+6xFLg/PkG2vsoJy9VlULeN3sv3EaoKvdd3QaMJmjf3kI8DLvyze1j56gPUTYdS5UMTzjQAqzZsnAb0b5dYvjFn6tXBAOVmH/XGEtBssK7udMaHjHg18CF623UtSmlicfS+hJoUeh0WiT8dcKPSPAcOjjjj32ig3trB8FJmM8kNEWAFMflE4IXpzN53vpKjvrDKSdvRBNn9fUmkOF5UzqH12j0OyTWrfmkDaDbRvjcC3r0LfPI5wHsWCOq20dmtDH5Q/nPnAVMp7efSOR5gz5uqaMTez7tQaqNWSDI7BEajcyU3RNZORKpFjsDdi1QIyhQcSbjdJ4xXZ1OP9kEFdzQA3d0GVTVXD5KDOxwAAWj/P1aMugjAGCTMmYcpvmVThmW0R6kvgNY+IZ/AtG9cBdNbB2AFVMFxFKF9OMdffB6jyy2WPCbiA/bCKsrzS5Z8dD2u4guidU1FAbexhvmnrnE3mk6Tk4O9HsK8xPGPXoa7uwtMZ5xYazRAK32mzck+027oyoVm+IEdDWq1eH1kSgEUznPaFQbgdU7xNWYwRcwJgBS61BHemEwRWg2g32NIpBJVvnYLfjLlnFQtzBIi/jtNRjoy7RSttg6Xz/P+GY3ZMVnuM84sjYqpyBm3Ho/5vhUfb3CPTMoyBNFECdMZ2x3nomc9Lxn3l8OCipyds9qDrkphEwAED7/Ugs8divvHoNUVYKkLPxwxU6XfM3tWHHAOA9OZ5BHe32I+GoabiMOfImcMesKhCTWbzGo4HXCYI8Lr/vQU+//eS1FIHQBlDtXHnuBwfjIFrS4DJ8Mo0fiJ5xFmc9QbfWAy5WQlwMT80dhCsfUv3WS8+cqaGWoNrREYl126U2H91Sku/fYeNn7nDlzp0fz2HTbCJ6cYXWqibnMol719h7WEhyNr06TZeQBmgAHYCe4PDrlYoL8kuCG3foKvWRKAiI35dAb31FVQHWVAfS4e5oy1nn0hjSS8R725AniPzt0Rsru7nFw6Po3CP9MpwuERwnSG+ugY9ZVzjMO7DLR9wNn/Ow8w/nMvwd3e4aKN9T6q9S6H4j5g6V4lyTeeWjVSmVSk8k2LB13FJCJ56aUYNBFMlrgDGFNW7RFAOemCD3vg5GO1QDCQw4I7zWhFaNUmNI4j3VP7VAJAa3eKIMyHcHjMm7fZQHX/Ac595QBlP0dvq7Jej3D83tYUOMNDGLUeYK6ECU/lE4FX8kiNtEIpxd6FQTO8lKNqEQZXGph9+hrqpSao8pitFQw5AGyANtZ472QsRxoOjlAcTdnA390GXbnInvG1K1h+7Qjjzz0ZvdpGwYnBg0Ou4EuL2ebSMLcs2TD1e+xZ655TLrZQbm0kkqisqV1F7DwE6xqjlYlcQJTxexyfgmrPEYLLrEGwe/IyR6R5zgaUXGx/NpnKoeDjwTGeAO/cBnU7qJ67AjeYSoEQ59IwmfJhMWODbNc1mbKan3rUBTPWrKxdR8G9MkmbPdQ1wzWtFn+/d8TXMZ0yE2vnGPnhCGFnn5EDdcAA5pHLNdODA/4bgVO/E8b9aBjuIP3iZnMraaVUdObpK/YwQ1nC9bo4989vxocmoZ4rPScfBgwDDH7iafiPXcP8Rz8GustMDnc0RKhqJrgTcZWWJE7CZMp4YeZAARhczSwMrlskHciBztduoXFjBzScwB8do3n7UO6DF8DyG8coDgXLLqXKq9Vk9cLaR36nav0CMOF3VTI7POGqqjv3gbUVTnQ8dck0JpDnmPzIM6DRBBvfGqN5zNS1fAKsvzbFyo0p09g8kE/YU3GnE4TZDNnOMbRVlC52ynMOYWsPLPfg2i3UnZxFhmYzTvzmrP3S/cpNUKOAn0wxeqqP/IC98HwS0NoeoXUYcO7lEZonnDTUxB2r8MVqSKVXWlVkQSalC0QjrmXw9h5l7Ozj6oDuA4/+2xl3vGmQURC10QHEKNZN/n1316O975FPgHk/R7Z1wJ52u83aEeMp/IV1zH/2c6DxFPOuM+XCkAGdXb5ArUbNx8GiHG7EzDBNJqJXQAJducimST2qulisolXqZMiAwdUGpptNzNfaWPrWdsSbWy1ev9peLPDecTuHKN6Q8urJjKPMwxOE3KH77S02bBRDfVpa4rXmBastWG8b4jUavU9HIaQAoliGrlCC0PGQZdJeTCZTk4qipmeMDFUZlPcJUtxCuRTbNJucCE9V98bsaHHk0YEpCCa1GdQogPGEGxnsS1Q+my/qguv1yEEYAud2+GCRxsJ6DepUSrSs9Eha6hr3e/7sRYy+8JTh27h8AW7zHBcW7h/yPGVOogrhgO8fLXDlgxb0iDP1fuMRMdxgCo+EMSjn0SOtKvb2lF5kouaOJ096y6GuQW/eAvV6jBd9+inMuw6HL/XQvHfMTI6rl0Az6bYhHTtQcHFAeW2T33c2R5hOkR9P0NnzXKwRIMwHYONbYw6vakkoNBosa6lQR6NAeOsm6P4uG2bVBXYZh2utZsxMF7loGy+WtlKzAVNtfPYaQreFcOGccUDDcIT63AomGzmq+1v8OvHwlu7O0Lh3hPxkZsyY9vX92JQ1SYqG2rPH1mPBLmQZh9+7B6DlPrJRyTghwNnuPOdoYTZD6LTgel0ML4ogkHPov3oAt3+C7tbcCn9MAVHggCB9O6kKlrhkZUU2wtrswAy8PhpJuqpQlDVALggrrw/EUMKqKtX4A3IASMEOALT25ihGHsvvjtHenfE9jVmvWfFYt3/CjsB0hs5ehc6bO2gMpQXezpQpjLOo8R31wCWhmZFViarXr0P10UNGsdkGEPt5UoSINJlaNR2ySQVUNajLlr8+t8JzMptHqivAa5u4OjLMZkzrbLfgdo/YAC31Yvsve0jCVkmr9bTBgEQj6mRQsxHXrHahKXITZ7KekYAoEPr498pUIsdfvuaDQRkaAKjbYZw5afQb742jcxWkQlXBmCRVxfenGiJJZKvXgJLXLwBOiJYVPy91FBXiSLWx9RrmJUJdw09EH6bbweyJNVQvPoHTz19GfjxF9+0DlC9etdcPX9pE9fFrHNE0hI64w9CkW1kWlUO+F80VkCIQ7+9wPyKGW71OKSu1k1MXRzp5Kow+nXK2eRIXH5ecBq6OGsyx/rV9nP8Xt0GnDC/QcIzJC5uctR6MeHFJ2Fbc2bODgdpt0OkIS9cH3Ei3ZCybPJCfTiO00e3GhQvwolhfZeOnlV9S4eZPTyOe7UgkI8WYKtZdVnziCrZMzSZml3qYr7U5VH6DS5rpycuo+w24Cjj4D7+Iw493MLyQo2qzzgVNZjh9vo+6CZz/VzugGXPksbOP8OQl+PUV1iIuuerLsMzgEVb7jCseHiPkDuHoBCEEDP78J+BPTkHdDsY//gKOf+g80Chw/u99lfFHgEviyxKtW4fI9k+5E3kNY4+YNvgcBmtQEg7Ol2MCmEveAWVbGL6sKMGUlfmaxx7u5j0EoRe6Geuj5+Ngh0FwxM9mDPRvc0Z/6du7yEZz5McTjjR6HYRmbgJEYTTmwycEtG8fA1WNYsReen7/0Dx+xd8XinSa0vQ45wRkZLMI1CNJWHg29FFpkAxmoQrWig1g+Of06TaqS2sIRQ7KM7ib92SdMVWOlMM8GnEEeTrkRHbtGWoA2DjPI567oNSnSUEInKdd1wHRohZ4R+AT85Q1rNfEu5S5wwdT7lPPO0xFb0QK7uCDqQ6GujYIRT1/ptrlksAfxX1WNKKNUJwbiBreuq9EJ8WSmfKeoaqAomD4VbjhyiM3Odc8N+nboMZaWC7Z5YsIrQaadw6R751i6Q9uwp0MQWWF4tWbKF96EqHbYonbB8cc0Tx1GW7zHDt3vY494zAYMpw6n59pHvHIQyUy6bVMgPJHVS3sbK85TXaowLoWADSbpg8w2WTji7rG7GOXMfrYeYReB+3X7vNpXs6NuxocYfSpyxyCec+hVFVh9wvL8A0uimCdEbCSmFKcVHeh5qIDWu4DD3ZjAYMkY6jVRLa6wguh1YwL0ychZpYxptYouIpMKFDN33sdrTfuI3/7Lrc3Gk9ApyO4SYXV379rXVmqDmH91THcrQdAkWPlX9/ChV+/wd56u8knvSPQzfugO1sMkxQsnB8keeqfvYrxtWXuAr/cR7Y/gB+O4NZW0L07ZszdB+TjGivfPuJNrY1gtWtIVSH02vDLXWQzhifIc1fz2Vrsim6URYEgyAcUp0EkXgPKJe7tCCTUuSy2gguCMy9f5+Tbxisjlq1VvnUiCpZNWWhq+dYUzf0Zr5fxBG4w4URks8E0rCIzL84/ewXNd7Z541Y1OwpVwPpXdhFOTrH22jByspMWdgCs3Vk+CdIUWDag5CCyebB/533WF69bJKJaenAxX9xn3P2mf2uKtW8cIN86BIoc5bVNkGiSAIB1HicO8w0HPzw2BUwvjXwXQnA10NrB3YfI21YjKJ3UzUkSI2beqDpWwvoCEJlf5hhIktI5q0zURB9EA5vaXOVoDQu0UtFxtG1NhLOMtT8UV36PofkxAAvsD4t2BcoB2Nir7naYz2NycsZ6JVaqL2wY1DVzzbd2GBdf7qB+6gKQZ6jXeqBeD41be8A7t1F1M4SC812+mWP04nmMv/A0aMZsoPKKCOVp2XxZ4YP0SPhAhpuIVojoV4noTSJ6g4i+SERrRPRbRPSO/LsqryUi+ttEdJ2IXiGiz333D0DMEANxIciJicAiLigrqCZvkN51xusOnkOZeQns7KH75euiQjZB8ZU32ThMZwiTCcvFyuf4Yy5yaf//XmdB9MEQKCtUV89h7bUJmifM820OPHpbMZwzTyRjz9ofHTOWpXoLdR29jMnUPA8/HJmqGDUasRu1Yn/kOAFZVaBWC9UPsYynVVLJgsx3jlFfWEXdBGbLrO43Pd8E9ZcwfeYc/02riWq5CX/7Xszm95egcpuknnLmEJY6oGmFzh+8jTCbY++nnwBNZpj+9KcB55AdjbD/U0+ifrCN4uvvYPjsMmhtFfTcUxzRZNLBY3MD1TLjsWWHGRUAY7bFgJOUbi4NJdQxkg7j2jWnbhPGl+rYxFdwbe2LqVBCPg1wwznqzRVQWbPQkzZBUrhFvMR8CjRu7SM/Fl5vWXLUdXjMTWK9x+DpnmHH7sZ93qjNBuaXV0BFgcbx3OabSm/iYtksCJUv6T8ql+4F84aD5BsYttHuScUQ0oQhwkAmj1sDrROP9s6c30PkWEMjR9kvMH5ugyM5ffYaufqaec2SfESjYO36ZkMKS8jYELwPvBXNcGuu2tTwjB1CTHGjhlAFpcGBDaG4kqnrxcMhlJVBnWoUEQIfMPN5XN9gI1vv78f9UFXQPpRaAARJ1ofxmPeKjrqO1ZijUbz2JGIPk4l1zwlJgtWJDGx2cTNSEUU0CiVTA0mLnqTUXfnubjhDfnuXD6DX3uUpWFtCmM2w9I0t4PAY1OnATUt0rh+g/buvszEfDpGNZqz1HYKpmlLmBML542PcfwvAPwshvAjg0wDeAPA3AHwphPAcgC/J9wDwcwCek69fAvDLH+gT1GNQ7rYPHNYBPOHNRvTGNdmnHriG25Jg082noQZdvYTuy3dRb7HUoh+N2eh02nD9HmNKRc46KFmGcHKKfOsQxfYJ8qnHyj99Ha4KaN49joeEJFhY+WwC119ij1sjAs8TESYM6VhitStqaBIxmB5y0vXD9Zf4Otf7cP/6m+a5h06Lq+jmc9RrfRy+tITGaUDrKGDt5SN07o1RXlhG81u34MdjhJMBim3pHiTPKUynzN2dTBHWlvn55Dk3J905AMjh+GdfwMYfHaDeP0D3deZ/h3YD61874CRnr4ulb20zPXF7jxebiOjg4BjFN99F6437KMYhlt27+OULNrq+oFiQItAAd3wHlt4VzFEwYwDWYcfnwMr1GXxO2PvCKnZ/pI+dH11mtUDtRCPVoowlc5d2+ABs70O7pWA2Ez4xf1brINkseY7QaYFOh8hHfBrkBwy5VR9/Eu7OA3T22CD0tioUg1hta23vxEC7knteqtwuEGEW1Q5XASxXBaM7+owjh9lagcYb9xCubHIXm1aO1oMhmgdTjs7E+w2TCdMA55xoxGTKnqcI9lt+Y20FIbCmCABjhjBuy8UwUGdDvWLtfK4iS+a4ZPYeDD80JHJsnPG+M2NfQPVIgme9HN0zEnFny/34mUr/00MmBKOpUrtlxTipBj8aBbB5zoyr2hCOLCTJrnBsu8V7sNnknMDJIO638SRG+3ogCKSih4EfjxFu32OI0fByh9AsQC89JxoujMnTrS1JRuYcCU1nTK2dzSJhQeBU0tZx7zO+q+EmomUAPwngv+LnFuYhhGMAPw/g78vL/j6AvyT//3kA/610e/9DACtEdPE7fkgAlCvKwjKeH5TyMxX7zvMYQvkQjbaeUJrwyxzjro4XRHlOVNYUM5MuINUT52NSQPmYojJWn1sBnMPSV+6g+uTTnPVf68aqJsk8U6NhpbnzaxuL2eq65vBPO30IlgqAYZ0UAnLE/fykIgwAwls3ka0ss3HpdECnI0yfXAHqGgef7XNnGSktx2wOKmtkQ+aSZpcuoH7hKrTcmHHB3DYfdTsIOecEDGoSHHDlm3so17twnQ7C0QmqJ84jNAuGUSR7zupl3qKJoPIDAp/Mn7mAqgUrPNGu7Aoj+IyLX3T+VX2xbgPFqVDp5kpxJGtU0BAD2XjlFja+vItiwh68dovv7Nbmkat2SuvIo387GuVwOuT1Ia240ChQ7x2gGMxZZlMjpfvbCN4j2z0GnEP99rvxmQFo7c6QzYH23QGqLnvbdYNi4jFD0qFH9lMQ5kuuErgR99aIQxtNk+fq3LrBiUN3wtFa9s49zM914U4nFpmhzcp1NBzHRrZFvugdZxkbqb1DDL94jVkORcO8W8XIjdGle1EiXhNxqn0M55M2X7Z/fDDjQ72uqA8OjN6n0AiUMw5EI6VOTBoN6D7x0qRXE5xKAawTOMXJ++4fMvyQVG5iXsbkoyZLtcx9NmMeuT6vsoJbXeH7bkknIe1a32iAul24bocrtJ3kj7SjzemQKyK39uEHQ3jpPuQnU1CfoRTqdORAc+bohRAQ6poPvdrHCOo9xgfxuJ8CsAfgvyaibxLR3yOiLoDNEMIDec02AO3/cxnA3eTv78nPFgYR/RIRfY2IvjYPU6QEfigHVBecerhVFT0AefgI3kI2S14oZi6tzRrXH3Ap7eqKhFMNYGcf2c3tWMqqZegA/MkA7uY9VhJzDvn+EMu/9SbyWztMum827G/gCNNPP4HJS5eRH03iostzhjXk4ftnLsNvrnEJ7ozpTgun7MXzUM620Yk++RxQSNfszGH+5AbqhsP0R56DyYJmwPpX9lDfuAO6eZ8FiCREzg6GCPf43rWNmxml+Rx0Z5s/W3HIfo8/d+8Q4wscDvrnn0DVa8C9dRudP7rBBQQhIH/9Nm+UToev+fgU8B71i09i9rmncfx8G8VYru+1EVzNxTd1k9A+qNEYBNQNx91/Zmy0Orse2QQL3XKYeYFEBpb/ffALL+LBz2xi9au7nPgcBGx8a47uv3wjilVlYKneGmhvDVlKodUUAaNpLACZzZGtr8GN54xzSwKK2i1gpW8Vuv4nPstwx8kUcBnygxHWvn0CdzREcRqi+iKR8f7ZkEMaK5MJbKmutytD1LoRBonKAvBEAePNjKOsBztGGZuuF/BdKZpqFDj64QugK+wfkXMGbWgPRsOChcbWe22fu9CI7rSuCbiMpWCVrSXOkhltAFY1aLohEsE0m+J151HRT/YhMmGnJLo37LBknFNqt0xHW/s3MhbtYvIxwdsXmvg64gPASYsxYZxoAwal4aJRRAcG4GuShghhOkPoNI3wEKSKlBoFH0rSpSdMpwYFsVJpzTi+1HBYJH5/G2E0gms2jY3jVpax/5NX8Jt/9JsCFeWLjh4Q4RIifCdayQcx3DmAzwH45RDCZwGMEGERnnA+fr87or74N38nhPD5EMLnG2gu/nJexsSF0nzUGJKzkzbU3vAzt7aK2Y+/JA8yMN4MzoCzSliFMBoJV1MMYzmPtEBybCDLCtkmY8R+axthOsX06jLKTz5t1+aPjoX9MQEVBVrfuInWt+8C1+9Au1zwqT3ne8lzuLu7TBEUjyF49Rb4PmjngL0SCTfrF64CL78pSdQa86vrcJVH7+X7GG0W3LbMcd9HOhkgW1thTL2srAUVTVi3OEynTEucCXtAObgiWk/OARurrJEim7P/j7+F+so5HH18CXXbwT93le9pOkPx5l2+7ksbwApXiPKBlWF0pY3W2zsGT9RNQtUtQBVjwd2dGt1bA/Tuz9E8LNF7UGPtlVN09jyWXz0EHBvsrGTYQ7vDKHatUMvFX3kTrgw4/MJ5rkysgONnGtj6X32Sr/92DW2H1tqbwx2cWgSnkqOQyjxrEHA84Nd5z19ZBhqOMb+0At9pgnzA+FofdDJE+cJl9uiGE6AspY0cUwAV+9aCHZ+RKUmqnrsmWFmvnEyMK5sGkaUNdr/5KCB84lngU89j/GMvILx4Dd27E5bddYTQKLD6+3fhb9xhhsJoLFgyiyRVl9eZCVIU0eju7DN2rIZQYbvgETx/Wd5JHSTxho25kYg4cbK9NoZJCCF62ICUg4v3PksElILn9aeVknkexaU00lYv3Cd713ExHopGNH5iXEGOo1epkyBZ10qbNG528HwgP3Ee/lPPoVptc6OQQoprNElbVTGnppzv4cgkBriPwIz1X4BohNW7F6gEsxn6d6Z45h/8r63DPDXP2D49pDKt6nrv8UEM9z0A90IIX5HvfxVsyHcUApF/d+X39wFcTf7+ivzs/Ydo+tqJCsRQqRDPtZxH7xvgsKVRSKiRwa/30X5rJ75nlj50bz+jpmSsJfFCGXuNUJZHuwVVOaNeF9ULVzG61EDdzlAfHQNSSaVJCu0aDw0lNZzT5Ip61ROOKsJoDJWyDLVHqD3ccj9qREymKD9+BW5aRVohEcYXGhhfagMhoOxyQi+bS7NioWRRq2mbyh+fIPQjPztMJnLPFCvfyPFGn0yAPa6MRDPmDtzpBOt/uIvut7aQ7Z7wxhRPirod9tj3DpjHLjmK/svcL1QrB/NxQOu1e+ju1AgO6L96ANy4B6oDyqUcvbePMH6ii/71ISZX+4AHWkeepU1zmFBW7wFvTlcBbg4c/dvPS4FPQP/WFP3rA7gqoHXAEEP33hj92zV8ARy9wPkOUhhKvUXRoLAkbSHe1nSG+vAIWOZcQ+PuAbL9ExQPjjFfYo0OAAgdUcdrNbHy+gDLt0rGsoX6Z1TAEEQvPVWUROxCL1WjwVHsBJQT6pZQUYce2YND+EaGeT9Dtn2EbDCLkOHOHsonNkAvPcsepCRf+YFlyO/uxfC72RT6IEXsWIpTGDZLMG01iLoH1VC1WsxL1jLzKikZl3wOEXF0oEVo89IiWpIEr8IcoWJWFsMtWfSqk+thVc9mxLDF+7V9raXzeR677ah2iw8CayYJXIAjguMB3KREfv8AZScHjSbwLz0V791K9ZmWaKXvwg7TIkC3sswQ7IijfqUM8+fXdh/5N67jhf/zu+alKw0YXuAj9djnc4Pk3tNkvu9vZIQQtgHcJaIX5Ec/BeB1AL8B4BflZ78I4Nfl/78B4K8Ku+RHAZwkkMr7fIicooYd5/Gikw7u8aqTh6+e491tMU7CRBEIJGilohpycrG0VzF0z1ldPxyJuJW3cNmVHtk8oLkjZarC80Twsf+dDuWbSq88ZBEPtYWq3G3AmiiE0RhufZXL9l96Co1b+6B7O2b4/bkVNE9q9N49RXV1A5v/3Svo//abGJ9z3EmnTLpci2pidm5DCoDa/JnzMuLdabY6Kb3H7oGorHHWn06HLNRVlvCHR1Ze7E+4QawdTibeMwFN56BeF9mUPc7zv7tl15ZPAOQcBo4vNDBddZhe7uP0iRwnz/dweq3ghsaSWExlWOsmwwzFKAAOWHnlGCu/ewPLv3sDu59rI9s/xYXffoDVb58iHwVUvQLNoxKXf2sfvfvMpYfAUGE65XUjIkqapOXiFpFC6HQwfm6NWUYzZj74pTZW/9lboKUe6k4O3LiH2cUlFnva2sNkPbdiomIkTYlV3Eo46Vp0A/DBVjfZQNeKdQML2HjdJMx7DtX9LYScsPLqEUK7iXqpCX9uxVQui7sHcNsHXP24uRFhinIuc+VQPX+Z7yel34q37bodi8Is8ajrgyiuH8W0yzLysA2Prq1ox6BOopjQ836ByWF8ai0G8nXM70gHHR1+MOTrOguZ6ueVpV17xLGjw6b64qg9O0SyT6nZAE3n8Mcn6PzhdV73X38zUTsUSqEW/BQCoSlTRooFw2xuDp3dn0Yq+q8WBwGcb9OkbDLCjIuCqNf9Y2PcAPC/AfDfE9ErAD4D4P8C4D8D8DNE9A6An5bvAeB/AnADwHUAfxfAf/Td357iDWhIknbjqH30kgS746uPXrVBKkA00o4kXGywsFS7zX3mplPxOJPP1FEUDKlIpn621sTKN/cxemqJM/iiX6ALSLVQrMGxaS2QbRCSElcAQPDw47F55/74hL2kRsEePSCVmIE7Rc9LuL1j5IMSeOsm31Z/CchzXPgf3rTCCt4oFEPIEKLOcuI9mC4DEIuHRAMGjYIrJJXhIyOMJ4ztL/WshZN6EPULV41NE8YT9libBVwd0NsqEYZjHPzZq8jHNTZ+5y58p4HxT7yA/lsnCARUvQzd7RqDqw6+IJz70h00jz2yKbNIAC7cWX7zFOe+OcbSrQkX3RwcA1WF8uNXcPEPBsy1HozgpnP0HlRobJ2i8fo90MkQnS+/zXCOsElY54XhLO0MXj17CeF0wJ2Vzq+jevEJdF/fBa5eRFjqgrptFtkXSl37jW1WZnydg0ki7ua+fLM0Jsz6q0PUDRI2DJnmzVl5WG1vB0SaoDaeYCVEgH74k/CZw9GnVzH8+DryN++gWm1j9KnL7I2q1zubASdDWQtinHo8b8XWka0dXYu6p+qj49hCTH+vhSuJ8Bs3aeC2X2EyXTRO8zJCkLqzGw24XtcYIFxYI5XBsj9D6t1rlWVaIo/E0M0kYpJq5DCfx+hAlQhTnQ9HRiEGIHvRMYTSKFin6HQgei+8HpwaZs2HadW2RQl1/D85+GevCBc7RGcGsIia7ViIOi2ak5vOrEFEkOhC9+6CxMB7jPw7/lY3bggvA/j8e/zqp97jtQHAX/8g72uDYFQbIgKagq3pAiLJLEuIR5mLFZbtRORckylJBRYA8xjdyjJwKiL0rWbU/PUBoZwhMiw41AvTGVp/8BYCgB5gSQzWHZEsPQULbxhLC4uTmzn45S5oODLv1K0sgzpt1PceYP5nP432O7vAwRFG/85nsPTWMZ/yIXD3n4plLLNJifCJZ0GVj+prGXvtfjrlBEyeA6ECGl0rOV5IfpAD6bNJeaIuA4kUJZ66CtzfYQ9MIBbX7cCfXwVt7UUGjJTqKn81cl4roFFg1ndY/90HQKNA796cy9TbTbjhFPWVDkKRoTEKGF7IsHyrwubXKozPFwjtJkYXeNM2TzwmGw5VB6DRFI2jAcMxRCif2sToSptx8XnJ1MnDAXyWcQMO1aKZzRiCqmrLlQThEHOyzAGHJyiOTrkisdlEKHLke6coL66gbuVovX6Pl2GjwQVJG2vsIaqBqGug18WFf3UIerCL6frzaIw8sv1TIAi1s0DktGcwyAQUu/xoVah2o1cvPZsBB5/sobNbY+WVYyAjULOB4rU7GP+5Z1E9cR7Z23fkzTUnlKH8xFMojibAkJNoYTBkiANAKBLPMMvYWPnABlNLxYUZZXtMXy+GL8znsbpRDgFjn5hB8EAaMPvAXWfazNRQA2qQhODjqsFtuS6KPqb+Hcqk0pDypGAIMYoPYkgDO4P19i4fJEVhUItJsirlsS75/dNnBCBMqyhZ4QhAhjAvueHJkKsfiTK7BoZy5XkWooDqgVBr1w25p4RSyYeBNKQY//GSk386w/FiZDU6kpLZOnp/CjtotZ4aaDlt/UykUavKkh8xLPNwHYFHJPTj5KBnA65whvegS5t2PWlBUNjaweHPPmO98WxSlX7YKDjME2nMlK1Ct0RPRE/+GfNks/VVtG4dwh8eg9pt9L++xZ2vixzwHn44Yu+21QSVNejV61wZmXBTTW9CStbtZ1LkY62exFBp5VeoJXScl6ifusDZeEcoz3EpbhhP4sJe7eP4pZVYGg9YFV29f2gHINOc2qCTIS7+yhv8c+/RvLmH1lsPuDP59j4698eYbnaw8qV3sfnlY7TvnKC5dYqV144x+OQ5NE8ZE+5sz+HmQPsgIHSa8HsHqFe7yK9vYXquiZUv30O4dQ+h1WQ2TZFj8sQS3Lv3LPoxNkVVRQM0YXZJmE4ZGstzvlbBu2k2h1/qIH9nC80dVphUASLXX0I4OBJudCc+SwC+J8JERGjt8Bw3T700m45LXfVZAJgML8A2Ro01VbC/q9rcDHl4KUMoMrjBhKsgL5/Hyte2UXcKjH/seeD8Bu+DuoY/OcV8pYG624A/PI6fXUas2aLYskJ9cgo/m7ExJhdzMSKSFiZTW08W7jcaC94lINCl7GUrdlFdEoBzIwUbWWoy/c4PRwvwJZeex9Zmhq+r9614t4+OlvaPXaAV6n5XKK+cM8V1NEZ9dMyReLMBt9QziJDa7RgFSCLW7q2IVF0zsJnjKM2HyAjToXICjjhhrDrkipOrLolRKmuhHzbt/d9vPDqGWxdIVfPGUpwKMO6nEfiTG4othiQZoJibZM8XHrR6oapO5og1u6UAh1pNTtIlSQ3LHDcbWHv5KJaOK7VOeaRaJKRUsoKZG1YBpa/TBVGWQFHA391i7K8sYwNkqaq0yGIyZYO+tGSHliZBFqrCVDJAIxNZ0NRg7yItpWU9Zr4HKr2Ft803t6zjjTZaRVVj5Y1TpgJ22px8rD386cC8F5xbM2MZxhPbiP50wNQ7gGGipy8he/M2Or/3FihzcDuHoNMRaFZiemkJk3WH5W/to7Nbofj2Day+PcXKV+6D5uwNDa/xJnNlgF9bgju/ATeaIOQZMJ2h/buv8UdNpwjTKebXzvEBlPHvQwhAo8D86XN83cpKWFsBra1I8jJDtnvEHt1oEvsSzubMOji/ziyd4cgKOMLJACfPdBAurHNnpBsPABLN7hoioBXhEUtQJv1NlXUCwPqGaiEPAC7UKRxCqwH/sWsYP7GEMJ6gce+IGwuvMDeY+rxOum/uIbuxZcZUk+iopBlJAi1mGxvs3KQQmUR+KKvoFSc5mvhCH1Uu1TEaTyLMEDxHPp6T82klZZjNka2uWHIzlBWyyxdj+bs4UEFFp0RiYQGOVE9bazl0aDIywco5SuDEqj9lFpc/HfDPZzPO5ZSV4f2sG57m4BK2m9gSKlQCI8Q9qdCO2qRe1+Rgte1c0BoSqfFQ3ZTvVHij49Ew3CHwTRYNaHmr4mda8GI6BcqIkKEdnxVvMsxNZRdbzVhlqcU6Y2mAWhTAYMQPOTXyIsJDSyxArwY03NmCn82kZVOCXQG8uMaTmLEHYoUnnXnMQgEKg0E08orP6UmbhJtBEqda1k891jbwT26y7rgOo0VxAUEYT2whkzRKtYy+QBcocrib99hjW13mjTWfswi/dP+gyQx0f4+7pownzN3ORatYPFds73EBgzIJEvEvANYUw93bY8PSbhkbwZ+cIhydYHw+x+a/uIfx06toX98HfECxfYLjL1zG0WfXgacuY/kPbgONAp3rh3DHQ26+PBhyP0Hn4LR6VQ7SxvUHFrrXF9bZAE+mKLZO2EnQxO7JAOMXziPM5zj6zDrqXf780Gxg8pMfhz8dcHHF1g5/VuYQrm4Ca8ugXhf+2iXM+4S9z6/gwh8cS+To4LNYJZpJkZH23vSZKCUGxr3T/qU8aQyrMJOGX7P9xSXsfWEdB5/s4fTJnPW1O02s/NEWspvbht+TiKqxJk1iRASrNb3t6SyWk89mVrULIHZOX4guE/40ECm66jDUtXR1CXEfKMUvzWPJnmGWFztCmuDzO3ux56R66urdq/xFaiTVaLu4b4JG4yn7BOAoSd9PxKOoUcRDQouUhKarGkJKPNCktrUtE3iHiHiPNpuyv/grKMSb4vhKaxSvG4DYv5iwtEPzfcajYbjVIxDOMjWbNlEksqcawrFWRHLZkkR0/SU2BHoIZJklAK1/nnrDDV4sfjQ2zjPjUAIDCF4dxklDYuGqWv+7Mlmc+veNImbsZWhpL38TCxh0EqnTMZw0zOfmUaiIDgD2MLuxeSsfEBk3ST064abEjUISQC1YNRr/sSVS04If+CCdXgj+qSvovHMIHBybt+/bkTETJGFJRR4Pw16XCy60+q7Z5OpJ8RqoKIQ37CKEU3ug3xNopQZWl3m+cy7YWP+n11Gv9THezBFOTjH74eeARoGlG0Nk84ByvQO0mtwM42QQD1rBVsO8ZGpZu820Ml0HnTbCYAh3a4v5zL0u5ldWmIGwuoLQaSFc3OBmEFmG5nGNbGONw9rZHNM17oZSXV5nT+34BOH4BHW3iZBlCJMp3M17WHtzhvO/9ibo9gNgMsXkpUu48Ktvo3VYo3Gi7BKRsa1gJfCslggT3FJZWPJhAWLZeHmA89+YoGpHrvjgao79H1rl5OzlcxEOkog1aJEIEI2b0ggbBUeaEk1Qp20OgrU0M4cnE+ggdjoHYBLH8MGMnxkj1UORJKdBDtriK8vMafNCsbRmCZrEE2fFHDItBkoPEL0+ICZIsZgcDGqIyznnbxoFw3ptFlvT93TdjhjzhjHW9NmFydQkXY3Op/vZEecJ9PM1sknx/jxf9NRVbTFxNjWJyTYK7zseDcMdsOgtahfllGoHLIZBOpRLKlVO1nNOT2IgnmT6EDM9xcWQNZv2ILVNURiOoucvRStmKFQQR9glJhavC0wzy7TY6ohFeIqFyQMQE35ExvumBpfhUrMRObn6d0p5Ui6y8MNVPGdhaASQ57E1FeLzpjxH3S24BDxz7G3PZsh3Tjja0Gy8HjBWzSrPoBBK43gM2js0Ng7rvnABiHo91ChQbvYtaqKBHE7BW8us0MxQtQFa6jG0sH8EdzpB/3evo3HvGJjO4G5vRw8mRK/Hchzi7fOzFg9NMVLxmBp3j2I/wv1D0GjKbfAaBVr7U1RPnkeYzjD62CZWXh8g21hHfncPuHqRuyZdu8ybdf+I3+PyBZRdFlii1WXMXryE5s4I4comRhdyKSTibkBabKPDNxjfBjGurR3sFVqxbjrjOYr9oXUT8lKjERwwf3YTNCtRr/Us/xOkGlhD/yjMFteRCraRUP7M6L7XvgveusGoATf2h3qmlrhDJBQgYuDRAcskF1Mz/ttq2n70qlGk61s9XrUN+qVOiVZdqufvKF6XDP0+TGcIa8vwV87x6zc3rPtWmDN8aR61XEOEIDN2oASj1hL19P7ec2gB4dlh5IBEVEojivUVfCfL/WgYboJNpg01wmpwtT2Rnt6zeUyg6etSg62LKIEfVHfXJly5vJqUybgEVqEM9WKVakRtOaGlDFYXEp09/QGbFEtSArIIJZudGBrWTwk8gYKhW8hUlhFGUexdqYjTmSkgUpdLz8MsUrFCkEIfPXyUygjZQI0CfjDE+FILNBjzIm63EF54CvPLzCunlT5Gf+ZFlFfXGc/NRWhIaGJhMpGqvFzoUwVTB1WLQr37ThtwGYqd0wUoiDRh62vQUg/5/UP071SYPHuO2SHOwffbLGJ1OuS/0flptWLy0dGCKFIQCVOrUN3cWPDyaFaa9Cc1GsDeAajH1aXZvT3W3O730H1rD9n2gRQ2OYQ7W6jXlzC90IX7yqvW6Hb09DLySc1Qw2yO5o09pg+Oplb9qRK8AIyjrlrdpDm1HNaUIZsFM8x1k3D0mTX4XguNgZTLV8JUIWB0kZlO9MZNWHVxVYncLq8ri16VxgcYPGFGyJGtWVvjuj71XyCqBOpaVUMqThKLvCkbLLMkHDUETlMoTfdsXVtTCO2laR6oyqqe8bR5zzo+gGa8F1JnSCNkhYsoz3l/39uGu7HFkenWrrVAM8et21lw/BbqQESPhZrikbvEQUugoCDXE2ZM+QuzpIBQHI7UNlh7NIGVaFZ+BJKTqccdvCSMkjBN9A9CpaEee3L6AGOS5Yzx158BbOhELpWpQnVkXgBmeFKmihZoLLyneosK2ahXkHoHKYan3r6G85NJbOkkHoLel+LGtpj1ENBD6ExiyNqYWZJUvpSqmOesWijVoMZ/JxcVA5+6iuUvvc33JY2Xs8NTFK/d5uubTNH9V28if/Um63YAdqBYRKQehXjbxkBIQ0nVrDgeRM9IQnSrDn1xE2E8Ruf6EVp3jkH3uPN2tneC0YvnbcOzESrYaHbakZEAWHSkB384OeWGFJs9C1XDvGTN8KNjxtiHI+Y6Hxxxx/TNNfjjE96A+4dsIJZ7fCvn1lG3C8yWM2RXLhkcUAwrtG7s8yW0m6jPLWP26adAtcfGy0NM1wnFKKBqsf5KNondbpj6R7AmC2KsfYNMn1v7W7ob99E8rtDZ8wgZ0Dypsf7qCPnUg0YTuPU1UKcVDXASkgOIBWkyJxZRCWwSxZ3qqE8iVE+TazWq4GL0ZsPWgoveumK/GcNOsSP6onGiZiM2OMky/n85F+fDR5ZKOkS/W5PtWokYS+STiEz2k1cuurLRSO5LWDkLhTTS4MTIApKkpW5nEQpZuBGKX6plorxtQIgPjVgOL44rR7BN/ps/plbJn87QBIPySBXz0ZPcc6cMC1sApPxMrfbTBImNpHqKvYpksekpmRpdXRT6b1lFbDAxtvYa3RRni3lSWpJk5VWoRqUvzRtVY90oEu66S3BFMbgmjuPsOjQqsaIYDSvlvRjXq2JiUkLZUHtMn1rH/g+vsndaRdaNX+mxUb54DvPnLtmmo+E4dvXWBZneqz5vxeyVWw4AUp0YxmPbSLEsm59L59UtpmSdDoED7sVHrRZOf+gSirGsDaGG+dMBS4+OeANaT8wWd+/BvGQNakkStm7uG/ea8hyhwZRLarcX1N/CdAq3d2zvxQky4sbTqrIIYOWbewijiUESxd4YfrmL2YuXMH16HfufWcLhi0347V343GHzj8bobc0tCekLGN5tkEgGBCl1V0GqfBqscnS65kD9JVTdDI2TCu19j+ZhiexUoIVmA/XGMkCE8hNPIuUJu9WVaMQ1atO1BJgmdphMY4fz9GAmF+EGEaM6WyNghnGB0hYdJ9vPjvetNttlQSemT1ond63r6LSNX65l9hY1y/tY0xI9FNqtuFcUewfiXpiXcJ0OwzNaRq8qfUX00M34ixOibBjLowm0Y8lSSzoKQ0TyRQYrLi2x05YkbhfIC8J+CaMRr+/vQC55NAw3IZ7GZ+lGwgTRsItUIEkXgT4sDUHUO06Nd9Ewap9R3MgllV6VZdg1ZLO/V6Oeqorp55Rz3vBJNZQNmWgT26HE2JcispMsLkiS6yG6lWbeE5Gfhc8Sz9+0lXUIiwOSsGV2gIa3fO3NrVOc/607vLiEL0+Zgzsegq5cQLXaQfblb9tBylWVQfRcZCPnuR0kQVtiqQeuISIAHDCmTL2u3Zf9q0UysgmD0K/CZAJ/eIT+V+/D544VFAGgqjD9yZfgn7kaPZc8Z1zQe1Q//olYEdpum1NAnTa0FyHd2WYIYTiEKstpJGWRHWBaNEq/DNMZip1T7mCiTRWIgIyw/9llVO0Mk40cVAP9O3xg1+0cxVv30by+i6rD77v+2pRVEAUW8Tmka48kK3P2vKu2ND8Ge+H7P34J43MOR883MF1xaLyzBZrM0Pv9m/B7B3C3toAQ0LhzyAePrB1jVjiGAywRLoVsFqorpKaqj0Ujetjqpfe6MMkHHY4WutGEslxo3sv7MDpGVBTStNfbc8SFcwvvaxRModeFM2uc1KMF+L1WpYejRH7qwFCXS9xNElYdDl1/VcXPSYqAuPx+0Wq69TXQE5fgr120dWHX433c52cjfsD0v1UfnDIHnFsHLp4DNHKtuWYljMaxr8AjzypRw6ZJEvWCVftDw2kgGgZLzAmOFgIvlLT1kVKU1NBJOS61mnFzCufbiO/AIt9bvetmM1Z3KQygPG81qOp5FA25dumm0uvahlBvF0BkkgCcyBM4xaIBNYiz+eKCUNqj4o9BriM9cJJwUon/YTo13JOWlqypgNGXAEw+cQX1Wh80niJ/+z4bfL1XYdgwR7dAeOKShLPzRGRLrl0TupMJF+a02zj+qecWS+arilXcZB7DdBo7Xue5dV1HnqH58k2QtIWjdhudl+/A3XkAf+0C/AF3Bg/SKGPnh1vwJwMuqihy1hpRBlE5t4pJ6nZBK8vcSLooGHdVr1Qz/iIlQFI4RZkDqQzodBq7oYeApftc7t48rrH22hDdd4+ALEPr7W1Qs4GDP3OFtVYC0HhnC43TwHTAGrCmwhXgm7AGwnUDC3K2VQfcgEKW0IO/9DQwncV8jCPU9x+wFIIkfanViolcPejAsAS12wuVkqrlbYqaCZWO12mW7FlZY+IY6dqlojDHxoy7QpbBS7fzLDopmuy7cz86VBo5es+dqfS1tbT9Cz5S8mT/USWfLVh5mM5szuGDtVwztcB5GXFmfX9lpFRV5FnXLNnqb9xBdn8fdGlzIYdjzzNzsWelGHLrKg8Y/RfkgMNj4MEe5xia0gloMmV21mQqBYWPuuEGLRrjs79NT3ahui1wOXUotqp0OCnqMW9BDWvqjSee5kNDvVzAcHbT9D372YrjBh9pjULNC+kJn74eiL34JDlEzWbUGpEDR7tsL7AoNNGUbqzZbEEDXFkFaaIG5BifPjkV72saN2qeo/VH73Dz3fE0hrwaDQnOaPrCgxH81fPRk712CaY+KM/CLS3xJhoM0P8fv2nUPINLUi9Kea/zkul8uuA7Il5fFAxnjMYI/Z5U13pOXM5YwtYPR7j6d9+AWxFO+mDI0Ygj3hSJnkX13CWOChqMl5/+xc+wN6n3DMRDRj1wVXjU+ZUClQd/Zg2t28cIOaHz1Vtwswq+17IIafyJS/AZoRgGnP/GENW1TVRtwvnfP7LO9oHYQMODGSMOyNSH8GzY6wZfh3LAQcD045cx/uRlw/6p3QZW+/BPXogsBYuOsugkqMMDRM9VDnKtalxgmehzUNaHda2qFyLUUHupTk0ODHVWigZoaYnXAGDEA9Iy7zN4uXVGL89EosCZHErNbegkwmM98OYCN9qio4R7vdAlJ9mb1JROPoldIIEeQ1uw6VaTjftsFpVBxVu2ZGxLnMlGrP0gLVoTpCDM5kZ8YOclUpbfbzwahluvz+gxWfRigThBmnhTXLiuI69SYYnJJFEGrCMUAgi+lXjvqRFXvPrMRMeqx9rocUG9bvldUOEb8XCMPyqi95rwsH5/uhgE44Nn75RlWedRuMroTyGWXSuOrX+fJE8s9NW2UMqjVc9cPXx9Hvp8VCJXnxnAhlMPOrk3EplZ6rTZsxiO4G7v8OfNZsDN+/x//SwtABLdGdfpSGkxxQIpDVEVsxdKoj8dsNhWVYEOuVgmzOZcIQmABG/0zRzzj18Bbazx0lnuM66tFEAV7pGIiDpt5pJPZ8jf2WK2TJEjXFjn+x8M2EMfjpgto95d7eP7CKWOvbopQreNza8OEYocw4s5dv69Z1H3mtJrkrD1l59B1Xbo3Z8DBJS9Ag9+rIelexWq1bY1B1avG5KQtGYZksBEYl/yKXvu8z6hOJ1jvuQw/qlP8LNpNoCTAWulpMk8jejUCfHiUbp4SFGb59YUJVP4UmBEEq4zhIXhh1LEplBZyV6mwWRafyERrxl8daY0EtWoVPHluhaDV5sDsVChqNG5Xpu+p95jyoDRv9GDRfeQDiUPaO2C9IjVHI2fTBkHL+egW/e5ktOJDVLoSWWBlUxRe9uXRjwAEHrtxSrmTlskAkS1Uu/9O4z3SYn+KQ8N11P1rJQPDUQvM/V0MzDpXTPjmpyUpJ61KkuyxuRIGqeKLnGN+J5aVm+whyZy+JoIZCcin/LJe8vi1oSL3oNmugEk7Zr0QIqJU2t+oKXIdt1uMYFZC9FXjLR656Sfqe+XZuvVwGcOVGfw4zFcu8XykSqMpSW+AheFKiZ8LCuvi1oLIRosSQtHbPzVs5O5MzqnbjYnGjHkgIJY7Eg3d/DApEQAMzcwnQm+6YHVPjfKBRgrzxzCcAxqFCju7HMJeK8F2j/k67mwAZwOIk9bDYRQKF1RAO02MJshPxoD+8fAdAo835ccCMugYnUZ4WRoVXxWOJTnrIgoyVE6GWD63BrmT3WQT7nxcXDE1Zmry+ju1GjvTFH2G2gMPHY/30R3K6B950QO0baVtS/uiwiZwAvu7diea7PljVdKuHfuoD+5CNy+j6A5BzU0Z+bP8GTN2XjOK2iHc4wnlsAMM65poJZ4gtKn09ee908I3N5rJsZYC1C06Eb3cPBAEFEqp910agCZJc3NWakTZpgwqcwTLyhCqQDXFiRMM9sb8rchsGPgh6PoLIkRTUkEumcpeI7KBkPGwVstVhOtTuF6XXH6RG+kyFnYrFFwHYB68pqQFI/enDt5fn40Bh2eMHyp8zybIRSNWLE5L9luTB95j5vMMC/0YSwahvVqgk9V7yKgH2ISTDPASeXWQ8M4xRQph2kRR0rtU7hCaIOGh6mXbF65Yn3iOYzHkc6UJhuzLFKqEk/erkEMbphMFj/jPShVcMywsPuezUwYaIEWqLg8wM+pqkAfe2bRoGoihJwkrsqI/5cxmtF7142sCS4/mtiBREu9GJI3m8Y+sAarWkkquYW4BlxMQkkYrW3iJk8sxzBd6ZqCW9Y7ezj4ty6ApmVcF3uHQJaheuYijJ0kCe0wm8FvrsXk3P0d+NNTUObQ+0dfY09fKXPHp3xt0grOsNSiQDgdmCQAOm10bxxj5bVjrP/2Tay+NUH+jbcxfXoDAFB2HPY/3UE+qtC5fYrL/7evoOwidm3Por2Jz0OWaxFhk+CA2J+Sf9/5/bdkbZFU/XFVLYl8ATInbC3x9sRAWrckcTwsMQ8YrqvVyAv5C9XkkT1T7+zFCEolH0KwNRvmpX2RtjTTKLCMB4l26+EemJlhzPY+dR0jYnXmlDZIhJSaaw0jdOje1uhbKceWI4unJnXaVl3tT085onjmCjsmCp9pJPfggA+ezQ2eR3GE/HgcGU3n1k2Nk1ktJTcvUXE4nZPgbf++L8UwXR7hOwDgf1pjOT8Xvrj2l7HA3U5DH1X/0jBMT/TUs1T60JkuF+ZxKaVHs7qii2LvpcZRaEfWLEG9SH1/qUBb4FCn3G1dVOotJ9e3MFL83Inkoxb7JCJYWhm6ABud9ajToZ53+nmyUE0mM8+trNeeqWzIoAeVblSXcVVkoxHnRiOcPIuUPvWYEo97gcstzzaoKpyG6NL4QXtimgcuoaUaEQAcxp+cWphLRQE/GnPyt91CfXdLsO0Re4KC23NhxZTZBUSoN1eQbR8BeYb6/Arcjfv8GZrcbjYX8iRBdLxV8Y4/nOweKHMon7mIbDRHIEJ2eIrQbGD87Bo6f/A27v6HL1lZ+7mXZ2jsjjg63N4Dtdu481eelA44Ol8w/jYl/w+Ok5danFN1CMs3anRvDeHGMxbE0qggmRPqtGOhmrKadE1qUlILw4QNZE2707WqcsDakSpd73qo+mDPS3t6Ru4ye5Ou22HDVeS8BgQOtByRMk+aDenMk3y+2gK9PkfxPdQm6NqVa7X1q+tSr1uv+ewgZ52jKHPAxfNMHwWAG/ekEYO8pvYMHc3mdpCogaalpeiQ1TX8YMh/K1GbUi8B8HVOp7w3pFvQH05/EyfV/ntu9EfD4waMa6lZ4QVPWDxFa2yqPEgxeBa+vgeHO6Repb5Gw8dEs0GHFXboUO82c7DOOFoiq1hhOlIPWbnpqResX/reEmXYKav3rgeDUhaVIaOeREpbTPMBD4Wo3qRkraHrbB4ZLEB8f3lmBlcp9tnpJAebs/BUpXHtXiXxtUChVOhIkzfaMFahF92QLmPDocUhs1msGhVBsNBushezsRbFkQBTVnTtFrMrnroK5FlMjpEkJvvM7nG3t3H4Z55gOdhb25x36PUSOI4PLBDF/ofGbqKYIwCMbpl9823Q3W24Ow8YI2834KqAk5/9GIoBa4609wOar9xCtd4G9o8Al2H6/AV0dgJq0R4xPBvJ9yReN4C0kjJkQPcffx1ua0/20CQmk6vK1ovpySj8lmWLToU8QxSN2EghiRQXaieKyOoKKQylDocmNiVBb5i6zPWChINQ4GwdnHFGrMhLPenpLDoI6ljpOqqFRpg5OyDYS3bMSjlL1wWgneHTqu2gDRSaUoLfbAL3uQI2OMda7HOu2vaDIdcUnJwuHGRExPkg/VlVRUcJMCaPQa6OGDtP9tZ387ofDcNNiBSdsowYr4bcqcEFZINxSGVhlxS2GD0NgHFLBY8z71m54LqQ1fPwwVgWKOfRK9QChKRoBkDEzbRwCIjvq4eFGjNNupjSWuRUq9TjAtSTYuz6fyBObKtlTYmDblI9YAD5fJds4si2MdlbLUvWe7dkknyWVp2p0Rfv38TkJbnoTwYR7lIIK23UUPuYRU8x/nSjevF4dYPpc1JvcD5nCCQEzC/2WVArzxcwfuq0OUQ9OBadbYaDzAt9sIujH38CYTjCyq9/G+HeA763Xpf53LUXY91h3nbN61H7J2rC18TEBE8mx2H+9IeehlbL0e0tBEfIxx6dfQ84YONf3OAqywenoEYD1bOX4OY11r+2z4/d816AJChVSVA1TMwTr+W1Hqh/7JMon78MGkuycDyN+0PlT8sqRhDKcdZ5Dx5WwAZN5NXRmXEUS75VHlVExNxyfyHpF52t5HDQiD4kDkEaDWoEp5CWvrbmw9MYVRAb0Sji4b6Q73IL76mSxmE8YUcldYj08/SZ1LGq0fjs6hipk7K1A3rrZuw3WlXIzp+zpsGhFGhHivo0uRlmkQxAjYIPFMsvCWsqJTQAETb8DuPRMNwB0UiVZ05GXSyK+aYesz9zcxI2GU1Lx0waq4raHgAxrglzQ42vGjyFK5SXfHbo6xUeAOR7v1iYUAsbQqvu0sWmnogOjRjq5DBJjTZgxt4I/0GgH+Vp673pSa7XZZCT3I8lUBcxvhgNJPdciCKismNK4UO3WlySvr4a7ztpKgsvLZjypHhiwVhHLPShoQefZ8Nri3w2R/PmHnsxKXvAcRk+LfXseRlm2G6zd3R+A707E9CViyye32gAlzdRry7FA1YPxk47Hup6P2LIFU7jZBgzTKjdRvuVu8DqMrMszq2j7Dk0juc4fSLD5pdPYiXpyQBhPEY2mqFxaw/lRs863oQMMCaJet8BVgYf8pikJA/sf6KNkBNCp8WSBL6O3GxN2sncGxSSrjnpdm77ydhPLipjpkOivFCWUXRN50v3jorEaY2CDCtXV1jqjNdva9WS2n5B7c+cKK3CFMzc8lXWW9XHPXl2lMmek4jgISPZKIzbr707Kc+j+iYYC/fLvZjf0ipO1WZpJOqaIUCbmhMRwmAUNbyzhIqcXoeTLPT7jO9quInoBSJ6Ofk6JaL/hIjWiOi3iOgd+XdVXk9E9LeJ6DoRvUJEn/tun7GQFVZIQLjNuqjsxAQehh7USPnkdDedAFkkqUaAehwuY9obudgpRkeSdUYIsVGpdrlIcW27jmSxqVcm4umUerH6r8tiJaM0MgUQS981zAcsAWsUO1Xu04IfTfSczRMA8fCTKkDrJajPVPnpwnW2xrDp8ygayYaSROZoxN6wGomqYkOdwDXUbkdPv91OCqhk6VkxEVniDy7ZvJAN75mOxxoXPnqUQDyIXIZwzAmleJg69r4BjJ5fR3FzG2gUGH/6KvchHYwxvdThayPH/6Ydz5MCLup2jCq3cGgQcbhMxNrlrRZwdILlr9xHsX2CtbdKuGE0cuQcsLGG8RN9jD9xCSdPt5hVQoxhqyCVNlFQuiB5IJvyvypGNe8DZS+H77NWOPLcBMRsLWlVKmARKHW7cX2Ti2uw2WRjqFBVCqfpQZYm3I3Cq168M8eH6a2J7IFP1rfmbzRKy1n/3oaKzOlrJd9kyX6JALjLksAsVuyTRZvgyPTG43pv2HpW4Sstr2c5W3aCgiQSbV8kuiNYXwF5b0l31U5KmzewjIDkGdK9ppCvRqfg6J2kq4/ZoT8OjzuE8FYI4TMhhM8A+CEAYwD/XwB/A8CXQgjPAfiSfA8APwfgOfn6JQC//N0+AwGL3rN6nBQNNTd3JdusJiRzRtTpofcBYhJS/o0yqXUU0xeqVBAj/NApfLZzdIotW0Iioba9R4GQ4e1q/FKMTidLjZ6KYKkRBaJs7Rm8zrrbaESiC1nxcMEb7bqlZB3SlSTCQeKVae7AIhCS90jmRQ7bBXhFDW0IsUBKGQe1PGvdRPqvJqPeq7MKwIb32SeYx62FGHogA/HAq6o4z8pEUFVEAK7XRfu3vgV/OkDdb6H98h1gPEEYjdH9xl1uKiF0QRRJglsPODlcqJlEbfK8QyUMjPncoh5a6jEn/OgE3VceoF5uW4QSJhNU6100TkrsfrbAdIOQTQHjbTtAudwhYZOowUYA8ilw5R/cwpP/xavIZh7ZvT2juYXxxKKjdA1ask8UJYEE7jOsuY45JPW+E1YKAF5XaojUadF1rdizfqbIEy/kpoDoPAFsROdlLMqRdRbGk+hxp/CkOiW+5vyLXYdCNLLm9AD3ctBX0lZwOuX7TCIAajTY6ciyGLWlGifiLNV7+1xENBjDv3PLuvxYB67JlI2/dH+H4zoC6vci/LKxZrxtZCLLkOScYtHT+7vc3ytU8lMA3g0h3Abw8wD+vvz87wP4S/L/nwfw3wYefwhghYgufue3DTG5oc0DdINoCKvUN4AftHGpg52+ULGa1BCmnm5ioAy/lpNYJSytB2Va0lvXcSOkxTNFjAI0mRBSDBcw8Z70Nfae6sm79BopGkw1sunGMaYJXzc1G/Zl+L56sHYIJdeUZcLxjR6JZuANCySVqUzYK4kHa7xv5QzXi9g1tThJGGTjm6esVE4puDGNZg1XfR1lb5Phbt6TjeCkYQLDNOYNa2iehu7K/NGoBozfuv4SNzhWAwcgzOeozi3F+VUsVjx5ajYZwzw5jV64RV9BuL6S1CoKNtgTlu6lTgf+8Aj5nV3UF9d4g2+eQ9lvIGSEfMJedcgRjTZhoYGCqxEbCMu2KIaBDdKFc8gHJebPXmQJgqqC63aY0WAFXBrlJXkegRWN7qfPUyFJ8cS1glLJA4zzyxoqq0V5CZ/sY3VKkibeppWvB36qbaP5H4EvKJMoWKMHiQrDdBa98LpmY2uHRg1jqDQKgzEWtHhUviCJ1Hnt8d+FIR8e4dK56IAAYvTFwEuvUqt5mEzZKQGAdgv++ESKmVpwG2tA7VGfWwbOrXFynaS1W7vFc7DU5XVasuKgCV39Cepx/xUAvyL/3wwhPJD/bwOQLru4DOBu8jf35GcLg4h+iYi+RkRfm/tp9A5nM4MtYl9HL96hj8YtNYI+RG9Xv9ekXRKOAHhvbrdKNsppbuXhuujVkCYwgXnU+qUGr9lYYJpQkmRbCN3Olt4DkVuqhlW9/CKPxjIJLVHOo7iU0OZMslMq+/gwkgSt8qq1KEivQcM19aL08NBnp1WlCs0YDp94ZwC4xL1nnrwWb/jB0Mp+2Vt3MXxU/FCKFsJcsusmxRnM0BuGCIFP0lJlnVf17tJ70SYWmQOaDd5kwuiBI9BSD+6rb7DeeLeDcDqMBkm9oKR/ouGSc5aEnT5zPlYZTrmFWpjNQf0lLtLYPAc0G6BphfLKOqZXl7H/yQJ7n2mxfKsulwCj/xnLJAN8BuN6qxc+ukiYvHQZ8B4nz3ZQ7A5AOweglWWg1YQ/POJ5UtxXOf2ZWwzBBVoL40mM5jSkV+y4Fs15dWhC4LUpB5xp/AALTX3tfdTpSLnVusZ0/aSCUYBF19qJSte9W13h59/tRrZSmtjUtar6PSnkqRGgRotagp5lwjFvGlTmDk7N+Go1o/WEBMx5iBBHbevP9brWpSpIIVj24BDYO+T2fscDhqQaDWBliWHAPINbX4v1Du/FgknGBzbcRNQA8BcB/MOzvwtMBv8OUPrDI4Twd0IInw8hfL6RxZJkLZ0lhTTU41ZWhxrl8STBXZ15xws985Tulw5/5qGkGXBNeGnxiEx2mJcmGGO6wELkT5OEZuTS+1Qqoy4oSg6Fhx6Kj8nOxGO2rjlqxIpYXUnKu7X7k4NFDRVgUBCqylQDgxSjPHQJ2klH58MOsBAhDr3Hsnro8AlVxc9Oi5EGg0g9lMNERa8AxENEIx+ZV2q17DB2/SXTQwEQcUflpIsRVzlP46ILDGVccJLu5cGz3rYcuH53H9n5jVgUoVGI3pMlvGSTijg+2iwg1twegJb7CPMS/tqlqAvdaWF8pYfpU+sI4yncYIRi+xjDyw0s3fHY/KMR1l8v2SgLNMILN8GxBetGYM8b4Ndmc2Dvc01s/YWLWHlrCDoZcJQzHHHTaa2aVPhK4T89/DTCSWie3FShWNQMUUcpEVNLi0eQ55yMFRjAfpdCnQpl6XpTh0C9dIW7FrBzZ/tMsV9NipJzJpgWptxOzA5igGGX6YwP0WZTKmGjwbaCHe+jdrxGDXmO4D380TGMMiwHkbY/o4xzIdyQemb5rSBFNv50YOtb+7P64xP+nAd7Udo4BGYDAQjeGxxs3XD+hLRKfg7AN0IIO/L9jkIg8u+u/Pw+gKvJ312Rn73/UI9ZT031SrMselAaxjW58a+ecmE6tSIbmyzNTCe61PJ0zHiirBBGo0ilSyU6vUAYshi0JyI1Gvy5KoOZx24Ypv6nUIyEbiRcUj5JfQzF9b7PFqzoYaSevUYOMpFGm9QDQTZYUEU1ACaDezazThSZH1J6bDQkSQBRt8ORTeakU4o3nNi8sfcaWo1mOjAU8btCm8WKxyJ8a4VdWOeBw1nlAAeld0LgpoQRo15PbKvWjgaorBZxaKVd6bMQz9ipvKwPcMt9phGK4TOBH/MKvSX4wpTVJynP2EBcvYBw+z5CizuiuHfvxshhNEH3y9cxX2ZWjt/ZA6oaG1/eRT7zKLZP0Pr9N7kZcAmrktRkZFopaawTDW4kkRkcMF9rIaz22ZAMR9ZHciGaKnJzfBZEp85OY1Ut6qhr4jJhYhiUBMCIA1LYo+qCthf09bofdR/r+gditCxzlGpum5Knrm2ByszBKcsoeyEOQAisgEitpjU8sAS9RhFStq7dlAw6mjCE4fpLGH/hmShVm4m+dsp4AbghSaPge7fCsKTXZlly/UG7ZQleajWB9VWZgwzhwe7CocbyAzG39V7jezHcv4AIkwDAbwD4Rfn/LwL49eTnf1XYJT8K4CSBVN5/yMSatwfxmNW7tDDNL5xEJnqu2FirGY2jMkLSL8BCNyuuSB+QLq408624LsALYziS0mEfK80ALPCoxUiqt7yAh2lSJC1cSDeRet7qJaeJTuGGKo6sEQmr2OmuVqNPcYELLVHfTxMgC4wXfaaqOaGesoaZlktIFOcsu58kG5XLm0gPmFyrXpPcT5jODP9e6G5S11GOM4ikgc2f0KqER26emm5whawUbhKPkaRJrEUxDcajWe0vGv7QZyqYQQwKC0npvL9yXkrLHejGPeCpq1xQ026Blno4+nc+zpCLaHgv/cs34bodDoWHI9BogqrpcPBvXcDsiy+gs+3NyyaPRd0SSVQCEf8+O3Y/x4qV4eL5BdjCokGZA6X+Laht6pynkavOgUZdilerEU7/TitqdZxZL+yZzhj3TyE245DTomMFsPHUg1OgNHPqUngS4C402iBbcflOe1FMLeWxp6wNXWf6JZ/vD44QxhN0X9uGX4sRvOUGUsZTWdp+hJcCM3O+mD4advYtUrfPPDiCPx3E6EjkJjThTeq8vc/4QIabiLoAfgbAryU//s8A/AwRvQPgp+V7APifANwAcB3A3wXwH333D4BkeCnKSSp5PaX5SKWTVVcCdlIiz7lCSqobLbkkNKdoOGRhaleX1GBqYY4OCxdDLCAhlsQ0YzebLWbc1WjKQWHesp62+pmJNonxt1U2VRdGXUcubYIvm0eptLkQFkJ7G2bIKHJe1fMUzxcuCTF9iE0mHMXDQaMWZcBIBGISt1XFRSvjCUwwTL0yycaHSkJzcvCDYYSdnODIzeaCd/PQv6bAGCyRCsAwRJvbuo4QkfaU1MMixcilKlOTQeaZdjvA8WkUz9Jr8MFUIcdPdqUEnjnrpKqTyyxXWow9qL/E60s2dFhfEaYOR1C9OxPUBaF9fR/K206b/yqezRfLP1PPHGAsnBSgDMD86ip8rxGxW/Ve9dloYrKpnWkSpwEweEkhCMWXzflJoQjAIqowncV8gjoXBldxwpgbAUv3KtVO0chX16nOc55zQZSyh9IkeionkUhbqF6PQZbqKKX5pbS/Y+aig6iwnib2KXYJCuMp6P5uXM9qD1b6zPNuJjrcs7lE4kVk5+geznPz/i1f5oNpqMf2cQ0+bLXM//2Rkg9muEMIoxDCegjhJPnZQQjhp0IIz4UQfjqEcCg/DyGEvx5CeCaE8MkQwte++yeQJdQ0kaQC44B43mLsuOGvGAENfxSDTZOGC5WRdVQfE5zWykvjDT2Mh2dZZB4Ilci8hLOl7spzVf0N4RXHCjKhvaknfwYLR5ZZoYfhhM1mbNiaXufZk7isIk6o3pHyViWDbUZvgRteR4Mvi5OWevF5KcanBlgjEb0GNQSZ46TM6gpMkhdYKHenPLPrcu2WJYTgk+t1JBxXiteqG0YPY8H/TNM4hYMU855xZyLS4gjx+MNoFOch9R41WtM2U8rDX5gfx/mT5SX0Xt1DfXSM0x+5ysb5dMjGSf6u98YBfL9jcrshBPi3b2L62Sfhn7yA8vnLyN+8g96DCn6pjaXbM1AAshmYFgjBsyl62SrzqnomWqADAjcMDsDJsx3g3BomP/Eiv0e3A3/t4gKkhrrm8v6zrClL1ImGtCPeZ2fhFIXz1JlR7DuFloDYYEQdK0ext6Kuf12LxtTReU9YMGnzEv18dX6UlaL5B61MLOcmoQwgik7pOtPcUKNYcHjskLPKTPmdJk710HuwG2HEhJxArSbqC+vxXtRuQSJLzdMoQqDU3+RLtbz5WvG+49ESmaqSMlCl/knYsCB+pMMMdmKkdYPrIgAWoZUiZoW1hZcNH0zD2d4fMC+TT3Yf5WKBuKhUQlR/potAk3mWiCELh+z0VWhBP1ON7Fn6oLxfqH0MJYG4qJPkiY0sW5TwVINVNKJXrNBFkfMCK3Ip6plHDD6tclP2wVlWTPqaJOQzjrkeBDovKW1SYQ+FYPT3KdNBOfPTmQhy+YinpteVMhLSIhJ9nuoJSdcbWu7zNShDR+dFcUfJZ2goHKbMD/fDEbKNdeEFy9oReYBQVfDXLiK7vx/XGxCNWJ4DUs5db+9i+tOfwsHHCzbCYO/bF4CVvQf+V2EUE6HywPLNCkvffICdn76CpXsl2l+7Ic+lESEeEec3Lr3WNagQ03TKbAhRFwQQRb/SBHW65tVJ0cOd4kGJch6LudI1nJANdD0vfK/vB8Aou6I9QunrgJjASwuxkv0R6npR+jU9SCCeclku2oF0T6brsBbtch+ZKBrNaq6Ico5AqNmIztfZPJM8hxDC4j6ViCGFLb88/A2cVHvv6Xd/Lxj3928QZKNJgYJhx+wJaOi3kHRSz2nhfVzc7Gk1WBa/wmTCWXAtAFDoJMsiHqjME3KRdSJMF2vuKViuhWfK837o3iS5qJls5UbrAaPXoNiwRBtmOBSeSN7PjDadWcjKldVHpBQwhQJSamM5j8UNanBLhjwMmtCh8ro65mWMdtJnnzJlGgWsRFw5wMBitGAsGveeuKu9Rj9bPBkrdtChHksaaWUO1nko5REn16G8b793gPr8Cs9xUbCnrn0o9SCazWRjTs0YZefPRa9Jr0MYQdRswh2PEEZj1PuHwOYGsLHGzokU+MwvrSCMp6h/+GPo3DhG775HPgrobdUIGUMjlDzShcet57wDGse8PvJZQNmL6pbGUpDn409Oo6HUrjXiWVKrxfsiMTRajPUQDCc6QXwhtDinaaL9LKUt7WupDCXNHy14uGcMucJfuk7TedEoMy36MSiR7zMkkZrte927evgobKL70+xPHaNBiMHWlniSN/KjMVBV/PwcPdxqUK83TZ6eTdDqM9cDwulp/d7j4bTyhzEkpFDutoXpKvsonmFIjYUUiYQy8Qh0VMGSaGaoEm+Rcix6tOQio0FpPNpRXl/ToJhwCxFeIPVIswygYIsmjRDIkhIegI+erhoZ9YB9DWRITt0EzsnUu0682mTRcfa9BvIIy1g4qaGX8sKR6GyoZ6YekiPAg1+rB4daCTWO+jt5ngtl0TpFVWWtr0Ia1gIGJXF39Vm8F/UEdU7IR/grePNk4UR4KvNgqoWX0vs60khTKqgYl7QyLRDJM3Xs1F6/x4f3fL64XjQyqdP+oNnDmjrBg1qsh109eR5Vp2CaYLeDbLkPTGbw/Q5LwF7dwGy9ie4fvoswm6NuZch6LRQjj8lGjvVXhjh9Ytnwa6r5NsnDWCWuBJfBB6B55xCYl1j7zbeA8+u8LhMMmNotcXyaiUNSxWhK5tAMnhq0VCoBvF+4zyYeHgp9KHtC5zx1THRxpHCi7l9dB5q0TKMyfa9mvngY5DmQx70UZvPoADgCQY1tEh3rgaARcqNge3E2OsjIolCNpkjWBSUODylaKwn/MC9jAZp63fq5SiQo5OCkJGcj3rzJvJL7jlDJo+Fxa9ggm0s1o80gp5xSHSmlSYn8aqxEI9lwaw2TjNIkBvi9yqwVF1NvWI1GEelraVY7UpoqW9hWUp85XpgqbqX3Ic0FmG86fRhbV49D2SZanSjP6iHc0dGioE+WGYYfFLPVz9ccgHLFs+SAOzs06aSYtv5dynJJNpLJBOhms/AyMYRJBWsYT9iYyMFpXvHZzSvXYrx+ACbuo0yE+Vz46WV8TkL9oqKI7JCzc66YrWxu1cIwTQz1TNNIptKO8Vl8TmoE5XDzDQc6HcEPRyivriMcHHGiC0DZL9A4ESGni+fRvr4HmpXo/d51dHY8aFZzglIMMwKQzaMHTh6A/D44IAxGbDDzHDQci7LhGS9ZD+F06EGsImz6fB7K9TiDVs4ykBYKZyQytTWg3Pm0XaDOmUZ9Gg0XjVjhq4e8qANq4u8hz98nHdlrH3H19xqaa9L7MbhIvH+NsJQokNIfUyLEe0XVQCIXLd68VkSHhG77XtCiHgqZi0b7A4xHw3ADxh3VMNImXjPaAn9QnllH81BVi4JJQCyjTulomuUFuCmntutKw3+dHIUBNAOsCUM1GkS8STTZkY5UoF6Td0VDYBTOhHPfwoiLm4qYYnvpNafl8Cn8kyyABRpgOTfYxo/G0fNKq+BSjFWjkYSTy5+pME7isWpSRTFCNXiJyptR0YxREmIiWA5TKgo7mKnfi+Xtcl0GV9U+QiIpq0ixaYEo0ow8UwCzuIa0KKSqo75GuyXyndJU12AOiY4konEry/L8GnZwUVGYYpwfDBG0SCOdc3LIbmyh8+YOX9/Vizj8WAe0zEwErPTRvnWM4vXb/GxmzK6haQlsrKH/9gC+18D66yXqJnvWvgFkk4DuljfpV9UsIQ9MPvckX1/O7cYM/tIIQ5wgKzpKC2qEPWSHpYqtJfDAwjpQuCFVulSDo0lC+dL3pFZTIEZK1p6Le66qgHLO3HqRt1AZXct96OGi0JnsXdftxJ/5ZE83kybASs8z8TYfDyKl1OocqkOo3aY0Ep5MrQrVSBNnGV+Z4+gmSfxar1KLyl3c66o8GoIIX+WL9M0/oQKc7+Mg25ShEtlQ9XI1KaSLRhME4olTpx2pfg+9rdyehn0uW0wSKRE/T046JeRrBlmzvYp5kYshYIobp5iz/k69Ck1uAYsc0hSTB6JXnTI9jMO+iOMZhGSJwyxJzsl9K+1KXyN/T0Rxg5/13t9rKJdc2Ss67DrPZNHTA4hIEkBslIOPGtfhdBgpgGenTrvNpN69etdT4cRqERIQRfc1ygDM61ZjbBGUdbeRsnkzvol3JUkrK/7Jk7Z6vo4evx5ymujSyFEFhMZTnP9Hr0dxrINj1nZuNBYS1DQYAQdHoLduInvnHvJJhXOvlAgE9O551C3Cytd3eKvME6ikBtq3jsUoyvqTWgRTupM14bpSqKRl8IJFG24va5s6IgurTpHNpYuGT/dHCIs5DCD2CgViqzTvE3gwwcUT5oUfjhZapPHaUichgUn02mwdipeeRqZKm61rqxbm+RKvWiDEMBo97IA5imJvaYQqbDKlNQatCE0jw9QJUg66wVN1xNPlGu314vRRK0oJ/LHpgN/3EUKUOgTEY3KRa6tJKd1AZawq0kVi1K9k2Ml/NqEh5bRGl6vqxb9TQ64QQZZ0i9H30VNZifNJyWwM5yl6xKn3oweJRgoCHxjGroeUvlZP9CTcpMxJ5txHbQ99P4UcVONEvam0qjGEyOIo3gu0TB+IHAxnE4gKGSXQjoXSwjogSfhQHqv5qCg4QSNFKiaJ+Z6fSxGj1HvR56gJKy2GSlgtaUNYjcysg41UyBmvWJ+xCJWxstyU16QkWdMCDdQ1e4dFIx7cac4CjCuH0RjQtZXnOPzCBXY0RDzJmmEEz+yWbge01IN/+jJ2P9OGLwgUgKVbUzhdfnPAlbz2ixHsehACGyHF/8eTxU5OgHCWkyjGC5at3mLanUhfI2wqyjPT8GF+t+DZmvzUoQeCOglakeycvW+o6ugAhMC/yzIunFFDmTKXlGO/3Ld1Zu3R9DoLaQWme0gPp5RJIgeRaSBZPccZ22GQJtn3C7kYnfOQHGAyQnJwRIprFd9L780gOn4O1s9WYaRG8R0x7keDDlicC19c/cvx5Eq8OsqzyA5ITkbtDE15tmB47fVePOm0egyIXoKE7ra4F0pik+w2EPHWxBhEr3Yek2aa7AMWQjL7HA3lNIx1zJCwg0gThZptT0M4vTaIx6zQknTnJicsCi3VT7nQqbiPHkAUDZzx09WQ2bPy0eBr4kkFsBKoSA3rQosr3Rgpxq9JRFF402u2KsgzcNcCzn2Gs0/tNhvGNDEt10+5aGboAat9EtNktT5PpSlqBJNi92exzfdaA/rc0r9VOAHgz1teAg6PgfVV1MttZDe2+B76S4AUsOgcKiznn9iEu7ODk598Cv23TuCOhgjTGU7+3DNY/sYOxi9sYLyRY+X6BMXtvdhpPb0+nc/Uu02TfuqhKtyk+yXpIGVGRI2oPhOrCZDDtd2Of6frVw88nQdNQmphlDphec5rQeFIyx8l1EBzckJcC2mEdJbymXrR+j5JQYwV96UccT0slB6YJjLTqDWlyOoaTdkpqaOhhl4dsvS5qecv0bomOAEA7Ra+vPcPHnE6YECEDc5US4WqNkK6Ggj1wE23AIAK5qRJujCfxwRE6h0qN1R544o3pROZ0IwUIwQQE6EJ9uzTkmkdiZcWdMMLnqaSlYa/ZtlCr03DinWznEnKahKHm+CKaJQa7aIRjYxcn5L6aQHOSA4GvV53Zo1YBOEs606ddly4vrYD1OZNPaSUaaLvJYcbtZp8LZoHAIzvHavf6phETrE+2QDhdBDfU4cYiyCMlocSrikWm9CzFuiRFlG5eB0WKmdJYjcx2srgSCidKSaO3X1gbQXjp1dx9LGeqSKG4TiuUy8t1go2bnUzQ/3kJpZfPwY84Jd7oF4Hy9/YAfmA7ht76N+ZIZMGDdQouCgpNWR66Ko3d/ZZnaFmhunMYK2FegM1ZikRwPBtObSVL6+edp5HpczUAbGaA03aZXEt6Cjni4efQjMhxLyHRjhnYTz7fr74OrUvIalmTovFztJvU+qhevz6zFTUTJ2rdB3JMzIJW3Xo1ONPnptV3rYZwjJGWpBreeShEgmtFkI1xYi1iq+qFvFM7y0sNKaCGeVgCTFruQUsYtlALOwB7DOVx2vGk1yCbYqHmWDqVEjC0Up5E5w78VTs8CGKTA+dcKmuA2A4v91LOvRgE+pirOQUT6It2isKT2hirdkwo0h5vrC5zUvOks9L2Dn6vb7GCjIA9rJqnrfgGa4yYwVEqEEPHkkYaaNfpVuG2lvxASlOSxSLodKiIt2sSm3U3IJep1R2mhSo8tg12QssRkZ6qBJDBSSSszaP6onPZmZQlOdNSp/UKjo73B2wvsp4/nCI6eefxcmnN9D58ttYe+U0MWQ1azGrSNqFc5g8s4H5Z5/BfKWB/M4usH8Eur/DScwiB9WeoZyTUxSHE1DlUV7dQJjNEFSQSWEjNRLKT1ZjAlhURs1G7AKVzrkOTWjLfiGSPWcwoMy5zpdCCGdzHWlkJIlHfv7eajf8YBgjRMOtswU9mlAlEES6d00s6mzyvrko0UxJI17pjqWKkXaNiWNluTC1AwnP26Joy6XJNU2mUahLDyDNo1gE6xf6mlqjZnXsvsv4AJmpP4UhWLIaBYY7Ejy09gv8aMVI9eHZ90l4pEaNmk0ESrwC88IyC8/TEN9gGSAa4JTKVFXcIQUC11Q1c6gnwtlc8HiCLULlpgf+kBjS15651+LpL0ieAoB3caHKddv9OQJqxRET7WF9RpU8P2GYYF4iNAqQZ0MYHBlMASByapNBeW6KeHZ/SvMS7FMPpwA8nOjRELdKPKIsLnQisjLu1JM3b0gWfFSsy+I16QaX58A4f4jZ/VTVLnMA5fHw06GhrCNbS7wea8HmM86J6LzIfWoJPYucJW3v9DmdDPigbrfRevkWWlLIle0d82sFK65WOsgHI4SlLkbP9LH0rW1gNkejqhGUikgOk6fX0Hl9m5OcuQjtbx+geuYiRpdbWH6tBI5Po5peXcecRAIVsKomh+5Bis4eovjpUA9TIpgwmy/CJuL9mmOja1uanlBKl1StGSAeEjryPLbi06FUQcS9DO+Yt612OYU40qhUcw++Rih9XINqBxJbQYUDrKguLEAtvEf0OZzJEeleOdN1SRkvYTJd1Cl3GUIomYtfi5KgJqY1j1DI+2jtwOC9pwV4VDxuIEIJyhwB7JSjPFtYHPrgLVmZ6ixoEkU9L8WSdRHNZosZ9RTjS5gk5Fw8+SRcUjqbfr4mBsN4zNescqX6NykuC7AHrHQjvQ99LcDvqYtKqUea3KH4GuWeqvccas+aGGVpPfQ0dI/VoAn2pp8tXkzau1KbKdi9pQnUBM/kv1OPnGICSsJL6vUsGWZQk69ZCVA9ej3Q9JrmZfRqZFCjEaEIicJMe0LnUYwbCz81YgKqjHo3xscX73KBL66eteL+jUbMgXgPeB9lBsSTDeOJJclUnEjpqgu1BwA/m17XICyT5h2OkJ1MuEx6PEXv966j3ujbs6V2G7PPPQs4wuAqJzRNJVHqEIo7++i/fRojEBVra0XxohRbDSr4BViy2LzYFOrR9eYyvl7Ft/V3Kf6fMimy6PFa5FhVMRrUJHdKFpBCGFsbaWGaRqWKCev+Sa8xzXHoGlWPX9evskL0etXASsMDixCUxaIVl2n0FXxs4ac9T2VvWDMQvV8R6AqSEA3jKKdA2jpQhhePf0GX6H344joeDcN9phgmNcQaSlGj4H/NyAqXUtsTuTNGST1nwa2CTxNdKWYqnrl60UnyxRKOgs2FsoxYnhgCKxqQe2AvPouenGLmjvgarHxbtb8TPFiTEypwr/ixT3o4Jrh7SOAjfY4LBSgJlzcdJv6evIceemYgU1qdLmal48kiDN7bl8lQKiVPCotIPTVlFEyldFzzBMlcqNFjQaraDCdpcUgQD1z7BSptS34eplNb/H4wZM9Pq9ckQlCBsqDXqpi6eHiscy6vUQVCn0B18lrqtCMrx9YMPwvz3irue0iNBjeUaLd5XWpRkCNr8IuKRa6yB4dMiZ3PEYZDtN7dxfhHnsHmv2RlZFrhhg3jT1xC9eITqLa2Qbe3YpWs3CuEcWRGzSWqlBo1FolH/l5DqJNmgG0BhTjfCnvoOkuTfYDAS4KLC+Rp16qYt+yTMJ4sRkhnjZeux0q43UYeCIvecl1HIyj5CIPvfEiiqhgRG14NLMo9fJdhnW4Uvg1eKH1ZpCQCUaP7bJI7SOEQuQi56kEV3v9zHw3DLeGuNQdNk4Ty8EOij2GTkGXcEkqYJcoTJuci00RF72VjoGgsdPigooinc13b4WB9J1O2QcIHjwUxCRabTgwQN7DyYRMeOF9jFbuaaxg3nUqxS2ORny7Gn6QwQA05tVoWFtqzEdqcVaACVujDkpWxEEa9betQo4ej0A2NM5uyLazaTMJN4cNa9KKfqR670hUtgRdiHkPm35gyWbagShd/nuDnCgNo4lTfSw2TI5aZHY7Eu2MvT1tNGbVUN3HCYbZDU+dd71mxdPH2Qlmyp5QcpoYrK/unyVztMBwBRQOzFy9BedPB87MyTfimsIu8wIJlBep24Ze6KMYVBp86z+vj+BTzT1zFvJ9hfLmF7GPPCk47gr92CeU17iAY5vN4TbJOjbnjiKOIpKJROykZzVKpl2mBFhD7hs6kMbKsey1+MmokgJSPHdIDrq6Z+ihzp3xz7XtpUViaDFWsWN4j6CGuQx0e/cyUHps6EpmLZIGElBBqH+2PsrL4g/hfTXba84lJWO0vquuI10Ude3WmRACXRAm6Xsrk0DNn8aPgcQOAD1wFleoHU/TIFgB79WbmJcJowgtwNjPmhCUuRWCdv2eaoIW/WPTSbainotloM9oP44DWhCDFdXWCxPOmdjuG+iRVZZ22cb8X8GylGsn96gmefnYQMSvK86gDLAuREtqfeZ8atk6nJuKl+LexOASeYo0PZ96KGWLlUqfJGfN+w6Kmi3lMWUKBzCKVKwSDv1KWR9AIQZ+DeLgmBKTesHpJZ5+34oVaNVlVHHorRCKbVAWALDE6nTLMoEkphRW0iYMeCCkOLPoVZgTnZew7qNFAMoKwHJq3DviZ6PpS2MsR4IRloCXe59e5I/1SE8U338XSNx+AiDD5kWdw+EITy68dob03x/TyEofem+fgtvaQH44QNteZYSIHFbfKkognTcwm1FXLGek8aGIuLV7ShPvZIQk2k+5NDXmjiPCUaLsbvKTrvKoXWtXJhUanJ3UaUjaJMph8WGR16X5R50PXa0gEnlL6oORSXH+J9djfayjTDIiHYYLJW/RbVVEnhqSMPaUYA1B2y/t+ztk80XuMR8Nw6yGkk6G0GsWanbMTNlTccgza4QQwfDyosZfMrj8dPITFGbSg3rAYLzVkVqarzWHr1JMVg2N0KZ8Yvsg8MTqaNo1NNv2CNyGvt/fTZgKWzAzRkCvbIUnYLBRYCH4JwFThjKUjdMMgFDUO31UFL8QvIml+qupqZJ5QKEvO0GtFXs6C9ybOpRGBMgzkmRmc4KWdVKcT39coii56tUA09BIhxGtNStxVgF55xpQU6mjidjZjiQOFwfSz6zrOox4WupnVMKhnlWUCB8hBVcfIQRPS3HGltGS6eof8zFoW+YTjUzby0lgAvgZ12eNm3rlDGAxBnRYwGKH+1DModk54bZ+cAkRo/NY30dn3KDc68LlD6+s3ECZT+J6wJ/YP4QbCVhDj6FaWIzYstQJB+P6UZzHqFNxdnSCjOwKxgAmQBhgU96myLKYzOeBr45Vz3oPn16p100NE1lmYl3Yg6/qNXHi3eNiQi/vzTDLdcl9p5Kv5C81P6P5otRaTpoB0Q0p4+oB57tYMATBboPRjKyLTyEAPZ/XedZ+frc3QhiYLNQv0XY33I2K4KW4i8UoZ2D+jkas4XbNpFWlMZ0oevPcxyQDwRkmSTmZYHEWPMx3KmPAx+cfZafFGqzqG9t7HZGbqmUq4uIA/p96l6HPoZJNzRrMy7Y70eoCIWStHWI2UaZywwQ0Vh9iRoSELWbilVnigmL8eGtp1SHB8yrMYFiukI94yMwbyiN+evWZEiMMa0GpFW5I8XdCTyXOjA9qBomHxbBYZHzpm84g5y4Fmh5lWBebMkw+eud1hPl/AN63tVoo76vUnBt9kTFM4gZxU8pExhqjVMudB8UzuYSjcd6WZGZQmB5jcbxgM+D1OhyAiuFmFMBixJ140UF7bRPaxZ9H9ta+BqoB5n6sF4QOy3ROeh7oGtEWd5GCCGCejWiLmckxiQruct5qs56JwW7Nh+0kT766/ZDCP5nO4eEgljOUzWi3pA5vK+iaecZqMF+jNqh/PDjXSoh2ikrx8QRSjWk3mt1pxbtI8itJeSRpHK6WTaBGmVNgtz9kLr6Wbj2i3Q2BZ6zmpB00t9QeS/LQ2ZGcbr8h1K1RnydvFTfTwz/RP3/c3f5pDQ/1MpVpLe2jqtQKIIYjAJPAhdiVPy2r1/dQr1Acq2Ld5wYpLpQY25YbqZCg3XMM+IH6eJu7kbwyeUG9Shv1fPWkInCF4pxq5hyYrJNzvxLPX15rnUc6jQTWvIBi2aZFDs2EYrWqGECVZeEDyDE42SYiYPyJkFWYz7r1Z1eylPTSlwdo4hZq901BV/DfzpH+kSwyJ4Nu62e0ei8KwfXt/aRi7kJTTDZpU+Kk0gP7crksPWjXk8vm2gRQ60pyLRg2abGo1gcnUDnYqiod5vfJ+5pUp3lrHQrEwHPHnL/fss8MTF4BWE+Ebb3BPzNkM4dIGssEM4yf7CF/4BNysQu/dEzhtAqEtxIqG9QM1KEdzMSEkkUayznzgCk5dTxr12jpzxomnViuh9VGyxuoIb4h4U0g6CS1IxuoQOqh5oo64/WCqfaIQ3dkcSwpdKmQiCWw7qHRuUuLCdBqZP+rJ17VEQsLMCT4eQFVldFpqcpLZPOKqgj8dxEStRuxnYNWg9urMoKJgDW9xgqLh/874NvCo8Lg16ytskLMtqdSYhzmgHF/z4FRIBoiYsPIsi0bkV2cZe5li/MyDyxrRM5YiFvW2Q1lG1komIV+eAZXAEsY3rjlDfwbLssnXBa4JDfWM220JIeeCe08jRKDQRiYwACDUR3l/2ZDayYeWliThJN5yowDE21WsmDTMlwWt3GSrqHQuhoR6WDYbfM/zEgFBEqScSHNLPb62leV4j/KsyXvGbVtNyTFIWbPkF+zZaHWpJk4dsSenyWItiZ9ODV9n7ndCRWy3bJ7CmRAz9u+L9DJLPM9CpHiK0Q2SxLQagizh5waPUMZCJ+ovJTmDyiAUbell2iydTpybomDecAgIwxGqF64i3z0F1R7+/Crc8RBu5xAggvv4c6CyAo0m8LnD0af6aB3VoNrD3d7hw1rx/uABxMTgQmFZ8KBC4C7dB+rpO8Q5kWdgNQDO8fMgAroddjC0F6fLwJqzyUhonMy2cMy51iRjuq4VQqkj/GXkgE4n5kDqGijA8yUdixbZUgpvSjTXbFoeSBOiBilqwU1VRzhN163oZ1OriTCvDQWgVoc7tYeYyyHnECSBy5rySf2DVlqTHmY+RgBCU9Q9qt1yFkTlUrj3/XBw4NHQKiGiAYC3Puzr+D6NDQD7H/ZFfJ/GD/K9AT/Y9/f43h798WQI4dx7/eLR8LiBt0IIn/+wL+L7MYjoa4/v7aM5fpDv7/G9fbTHo4FxPx6Px+PxeDweH3g8NtyPx+PxeDweH7HxqBjuv/NhX8D3cTy+t4/u+EG+v8f39hEej0Ry8vF4PB6Px+Px+ODjUfG4H4/H4/F4PB6PDzgeG+7H4/F4PB6Pj9j40A03Ef15InqLiK4T0d/4sK/nex1EdJWIfoeIXiei14joP5afrxHRbxHRO/LvqvyciOhvy/2+QkSf+3Dv4LsPIsqI6JtE9E/k+6eI6CtyD/8fImrIz5vy/XX5/bUP9cK/yyCiFSL6VSJ6k4jeIKIv/qDMGxH972Q9vkpEv0JErY/qvBHR/5uIdono1eRn3/M8EdEvyuvfIaJf/DDu5U9qfKiGm4gyAP8FgJ8D8HEAv0BEH/8wr+nfYFQA/vchhI8D+FEAf13u4W8A+FII4TkAX5LvAb7X5+TrlwD88p/+JX/P4z8G8Eby/f8VwH8eQngWwBGAvyY//2sAjuTn/7m87lEefwvAPwshvAjg0+B7/MjPGxFdBvC/BfD5EMInAGQA/go+uvP23wD482d+9j3NExGtAfhPAXwBwI8A+E/V2H8khwotfRhfAL4I4J8n3/9NAH/zw7ymP4F7+nUAPwOuBL0oP7sILjICgP8SwC8kr7fXPYpfAK6AN8b/DMA/AUDgqrT87BwC+OcAvij/z+V19GHfw/vc1zKAm2ev7wdh3gBcBnAXwJrMwz8B8G9/lOcNwDUAr/6bzhOAXwDwXyY/X3jdR+3rw4ZKdIHpuCc/+0gOCTE/C+ArADZDCA/kV9sANuX/H7V7/n8B+D8AUFm3dQDHIQQVi0iv3+5Nfn8ir38Ux1MA9gD81wID/T0i6uIHYN5CCPcB/N8B3AHwADwPX8cPxrzp+F7n6SMzfx9kfNiG+wdmEFEPwD8C8J+EEE7T3wU+4j9yvEsi+ncB7IYQvv5hX8v3YeQAPgfgl0MInwUwQgy3AXyk520VwM+DD6dLALp4GGr4gRkf1Xn644wP23DfB3A1+f6K/OwjNYioABvt/z6E8Gvy4x0iuii/vwhgV37+UbrnHwPwF4noFoD/AQyX/C0AK0SkOjfp9du9ye+XARz8aV7w9zDuAbgXQviKfP+rYEP+gzBvPw3gZghhL4RQAvg18Fz+IMybju91nj5K8/ddx4dtuL8K4DnJdjfACZTf+JCv6XsaREQA/isAb4QQ/p/Jr34DgGaufxGMfevP/6pkv38UwEkS8j1SI4TwN0MIV0II18Bz8y9DCP8LAL8D4N+Xl529N73nf19e/0h6QiGEbQB3iegF+dFPAXgdPwDzBoZIfpSIOrI+9d4+8vOWjO91nv45gJ8lolWJSH5WfvbRHB82yA7gLwB4G8C7AP6PH/b1/Btc/4+Dw7RXALwsX38BjBF+CcA7AH4bwJq8nsBMmncBfBuc+f/Q7+MD3OefBfBP5P9PA/gjANcB/EMATfl5S76/Lr9/+sO+7u9yT58B8DWZu/8RwOoPyrwB+D8BeBPAqwD+OwDNj+q8AfgVMFZfgiOlv/ZvMk8A/pdyj9cB/Acf9n39cb4el7w/Ho/H4/F4fMTGhw2VPB6Px+PxeDwe3+N4bLgfj8fj8Xg8PmLjseF+PB6Px+Px+IiNx4b78Xg8Ho/H4yM2Hhvux+PxeDwej4/YeGy4H4/H4/F4PD5i47Hhfjwej8fj8fiIjf8/0Kb35eV3IwQAAAAASUVORK5CYII=\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#plt.imshow(zapatocaImage[:,:,2], cmap='gray', vmin = 0,\n", + "# vmax = 255,interpolation='none')\n", + "plt.imshow(zapatocaImage[:,:,2], vmin = 0,\n", + " vmax = 255,interpolation='none')" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "ename": "IndexError", + "evalue": "index 3 is out of bounds for axis 2 with size 3", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mIndexError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m<ipython-input-23-7b09015dd2bd>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0;31m#plt.imshow(zapatocaImage[:,:,3], cmap='gray', vmin = 0,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0;31m# vmax = 250,interpolation='none')\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 3\u001b[0;31m plt.imshow(zapatocaImage[:,:,3], vmin = 0,\n\u001b[0m\u001b[1;32m 4\u001b[0m vmax = 250,interpolation='none')\n", + "\u001b[0;31mIndexError\u001b[0m: index 3 is out of bounds for axis 2 with size 3" + ] + } + ], + "source": [ + "#plt.imshow(zapatocaImage[:,:,3], cmap='gray', vmin = 0,\n", + "# vmax = 250,interpolation='none')\n", + "plt.imshow(zapatocaImage[:,:,3], vmin = 0,\n", + " vmax = 250,interpolation='none')" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "255\n", + "255\n", + "255\n" + ] + } + ], + "source": [ + "print(zapatocaImage[:,:,0].max())\n", + "print(zapatocaImage[:,:,1].max())\n", + "print(zapatocaImage[:,:,2].max())" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(789, 50, 3)" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "zapatocaImage[:,:50,:].shape" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(789, 1184, 3)" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "zapatocaImage[...,:50].shape" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [], + "source": [ + "a_prueba1 = zapatocaImage[:,:,0]\n", + "a_prueba2 = zapatocaImage[:,:,1]\n", + "a_prueba3 = zapatocaImage[:,:,2]\n", + "a_prueba123 = a_prueba1 + a_prueba2 + a_prueba3" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "141" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a_prueba1[:,2].max()" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[41, 41, 41, ..., 64, 79, 88],\n", + " [44, 44, 44, ..., 67, 77, 83],\n", + " [47, 47, 47, ..., 70, 77, 80],\n", + " ...,\n", + " [53, 50, 50, ..., 23, 29, 35],\n", + " [47, 50, 53, ..., 29, 29, 30],\n", + " [41, 47, 56, ..., 36, 33, 24]], dtype=uint8)" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a_prueba123" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(789, 1184)" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a_prueba123.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<matplotlib.image.AxesImage at 0x7f5be8626c50>" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.imshow(a_prueba123)" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(789, 1184)" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a_prueba123.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a_prueba123[a].min()" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [], + "source": [ + "im2 = 255 - a_prueba123 # invert image\n", + "\n", + "im3 = (100.0/255) * a_prueba123 + 100 # clamp to interval 100...200\n", + "\n", + "im4 = 255.0 * (a_prueba123/255.0)**2 # squared" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [], + "source": [ + "zapImg_gry = zapatocaImage.copy()" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(789, 1184)" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "zapImg_gry[...,2].shape" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "ename": "SyntaxError", + "evalue": "invalid syntax (<ipython-input-37-b78c977939b8>, line 2)", + "output_type": "error", + "traceback": [ + "\u001b[0;36m File \u001b[0;32m\"<ipython-input-37-b78c977939b8>\"\u001b[0;36m, line \u001b[0;32m2\u001b[0m\n\u001b[0;31m zapImg_0_gray[]\u001b[0m\n\u001b[0m ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n" + ] + } + ], + "source": [ + "zapImg_0_gray = zapImg_gry[...,0]\n", + "zapImg_0_gray[]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'bw' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m<ipython-input-38-095035a70016>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0;31m#rgb_weights = [0.2989, 0.5870, 0.1140]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 4\u001b[0;31m \u001b[0mbw\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mbw\u001b[0m \u001b[0;34m<\u001b[0m \u001b[0;36m128\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m0\u001b[0m \u001b[0;31m# Black\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 5\u001b[0m \u001b[0mbw\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mbw\u001b[0m \u001b[0;34m>=\u001b[0m \u001b[0;36m128\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m255\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mNameError\u001b[0m: name 'bw' is not defined" + ] + } + ], + "source": [ + "# Pixel range is 0...255, 256/2 = 128\n", + "#rgb_weights = [0.2989, 0.5870, 0.1140]\n", + "\n", + "bw[bw < 128] = 0 # Black\n", + "bw[bw >= 128] = 255 " + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[12.1345, 12.1345, 12.1345, ..., 20.1229, 25.1224, 28.1221],\n", + " [13.1344, 13.1344, 13.1344, ..., 21.1228, 24.8944, 26.8942],\n", + " [14.1343, 14.1343, 14.1343, ..., 22.1227, 24.8944, 25.8943],\n", + " ...,\n", + " [14.2636, 13.2637, 13.2637, ..., 5.89 , 7.8898, 9.8896],\n", + " [12.2638, 13.2637, 14.2636, ..., 7.8898, 7.8898, 8.0038],\n", + " [10.264 , 12.2638, 15.2635, ..., 10.0036, 9.0037, 6.004 ]])" + ] + }, + "execution_count": 69, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bs1 = 0.2989 * zapatocaImage[:,:,0]\n", + "bs1.astype(int)\n", + "bs2 = 0.5870 * zapatocaImage[:,:,1]\n", + "bs2.astype(int)\n", + "bs3 = 0.1140 * zapatocaImage[:,:,2]\n", + "bs3.astype(int)\n", + "bs1 +bs2 + bs3\n", + "#plt.imshow(bs3, cmap='gray', vmin=0, vmax=255)\n", + "#plt.imshow(bs1 +bs2 + bs3) " + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [], + "source": [ + "bs1 = 0.2989 * zapatocaImage[:,:,0]\n", + "bs1 = bs1.astype(int)\n", + "bs2 = 0.5870 * zapatocaImage[:,:,1]\n", + "bs2 = bs2.astype(int)\n", + "bs3 = 0.1140 * zapatocaImage[:,:,2]\n", + "bs3 = bs3.astype(int)\n", + "blckndwht_star1 = bs1 +bs2 + bs3\n", + "#plt.imshow(bs3, cmap='gray', vmin=0, vmax=255)\n", + "#plt.imshow(bs1 +bs2 + bs3) " + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<matplotlib.colorbar.Colorbar at 0x7f5be854c240>" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 432x288 with 2 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.imshow(blckndwht_star1)\n", + "\n", + "#plt.imshow(blckndwht_star1, cmap='gray')\n", + "#plt.imshow(blckndwht_star1, cmap='gray', vmin=0, vmax=255)\n", + "\n", + "plt.colorbar()" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<matplotlib.colorbar.Colorbar at 0x7f5bddbfe2b0>" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 432x288 with 2 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#plt.imshow(blckndwht_star1[543:564,648:677])\n", + "plt.imshow(blckndwht_star1[543:564,652:673])\n", + "\n", + "#plt.imshow(blckndwht_star1[543:564,648:677], vmin=0, vmax=255)\n", + "plt.colorbar()" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "21" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "564-543" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "21" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "673-652" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(21, 29)" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "blckndwht_star1[543:564,648:677].shape" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(21, 21)" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "blckndwht_star1[543:564,652:673].shape" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [], + "source": [ + "star1 = blckndwht_star1[543:564,648:677].copy()" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [], + "source": [ + "#star1[0:10,0:15]" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([117, 116, 115, 115, 116, 119, 122, 124, 131, 131, 132, 132, 132,\n", + " 132, 133, 133, 132, 130, 134, 133, 125, 123, 126, 126, 112, 114,\n", + " 115, 115, 114])" + ] + }, + "execution_count": 49, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "star1[0,:] ## Row of the matrix star1" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(29,)" + ] + }, + "execution_count": 50, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "star1[0,:].shape ### X axis" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([117, 116, 117, 116, 114, 114, 116, 116, 115, 119, 120, 121, 121,\n", + " 121, 121, 121, 121, 119, 117, 116, 117])" + ] + }, + "execution_count": 51, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "star1[:,0] ## Row of the matrix star1" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(21,)" + ] + }, + "execution_count": 52, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "star1[:,0].shape ### Y axis" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": {}, + "outputs": [], + "source": [ + "def gauss2D(x, y, a=1, b=0, c=1, x0=0, y0=0):\n", + " exponente = -((x-x0)**2 + (y-y0)**2) / (2*c**2)\n", + " z = a * np.exp(exponente) + b\n", + " return z" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(21,)" + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.linspace(-10,10,21).shape" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(21, 21)" + ] + }, + "execution_count": 55, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#x_axis = np.linspace(-14,14,29)\n", + "x_axis = np.linspace(-10,10,21)\n", + "y_axis = np.linspace(-10,10,21)\n", + "\n", + "xx_axis, yy_axis = np.meshgrid(x_axis, y_axis)\n", + "xx_axis.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<matplotlib.colorbar.Colorbar at 0x7f5be86f2a58>" + ] + }, + "execution_count": 56, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 432x288 with 2 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "a = 255\n", + "b = 0\n", + "c = 5.5\n", + "\n", + "plt.imshow(gauss2D(xx_axis,yy_axis,a,b,c,0,0))\n", + "plt.colorbar()" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "metadata": {}, + "outputs": [], + "source": [ + "#star1 = blckndwht_star1[543:564,648:677].copy()\n", + "\n", + "star1 = blckndwht_star1[543:564,652:673].copy()\n", + "star1_nrmlzd = star1/255\n", + "#star1_nrmlzd_int = star1_nrmlzd.astype(int)" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "metadata": {}, + "outputs": [], + "source": [ + "zz_model = gauss2D(xx_axis,yy_axis,a,b,8.5,0,0)\n", + "#zz_model = gauss2D(xx_axis,yy_axis,a,b,c,0,0).astype(int)\n", + "#zz_model" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": {}, + "outputs": [], + "source": [ + "#star1_nrmlzd - (zz_model/255).shape" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "metadata": {}, + "outputs": [], + "source": [ + "from scipy.optimize import leastsq\n", + "from scipy.optimize import curve_fit" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(array([10.06793669, 4.00079696, 5.99748359]), array([[ 2.01660921e-03, 1.06798460e-04, -3.31516769e-04],\n", + " [ 1.06798460e-04, 5.77694024e-06, -1.74688173e-05],\n", + " [-3.31516769e-04, -1.74688173e-05, 5.50296150e-05]]))\n" + ] + } + ], + "source": [ + "#import numpy as np\n", + "\n", + "def func(X, a, b, c):\n", + " x,y = X\n", + " return np.log(a) + b*np.log(x) + c*np.log(y)\n", + "\n", + "# some artificially noisy data to fit\n", + "x = np.linspace(0.1,1.1,101)\n", + "y = np.linspace(1.,2., 101)\n", + "a, b, c = 10., 4., 6.\n", + "z = func((x,y), a, b, c) * 1 + np.random.random(101) / 100\n", + "\n", + "# initial guesses for a,b,c:\n", + "p0 = 8., 2., 7.\n", + "print(curve_fit(func, (x,y), z, p0))" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(101,)" + ] + }, + "execution_count": 62, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "func((x,y), a, b, c).shape\n", + "#z.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "metadata": {}, + "outputs": [], + "source": [ + "def gauss2D_str1(X, a=255, b=0, c=1, x0=0, y0=0):\n", + " x,y = X\n", + " exponente = -((x-x0)**2 + (y-y0)**2) / (2*c**2)\n", + " z = a * np.exp(exponente) + b\n", + " return z" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/data/Image_Analysing-Star1.ipynb b/data/Image_Analysing-Star1.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..100302ef19937cf55c06b0d6805a296a3c842486 --- /dev/null +++ b/data/Image_Analysing-Star1.ipynb @@ -0,0 +1,978 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<matplotlib.image.AxesImage at 0x7f9cc66ceac8>" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "%matplotlib inline\n", + "\n", + "zapatocaImage = plt.imread('zapatocaImage.jpeg')\n", + "\n", + "plt.imshow(zapatocaImage[:,:,0], cmap='gray')" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(789, 1184, 3)" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "zapatocaImage.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "bs1 = 0.2989 * zapatocaImage[:,:,0]\n", + "bs1 = bs1.astype(int)\n", + "bs2 = 0.5870 * zapatocaImage[:,:,1]\n", + "bs2 = bs2.astype(int)\n", + "bs3 = 0.1140 * zapatocaImage[:,:,2]\n", + "bs3 = bs3.astype(int)\n", + "blckndwht_star1 = bs1 +bs2 + bs3\n", + "#plt.imshow(bs3, cmap='gray', vmin=0, vmax=255)\n", + "#plt.imshow(bs1 +bs2 + bs3)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<matplotlib.colorbar.Colorbar at 0x7f9c653d83c8>" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 432x288 with 2 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.imshow(blckndwht_star1)\n", + "\n", + "#plt.imshow(blckndwht_star1, cmap='gray')\n", + "#plt.imshow(blckndwht_star1, cmap='gray', vmin=0, vmax=255)\n", + "\n", + "plt.colorbar()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<matplotlib.colorbar.Colorbar at 0x7f9c65328940>" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 432x288 with 2 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#plt.imshow(blckndwht_star1[543:564,648:677])\n", + "plt.imshow(blckndwht_star1[543:564,652:673])\n", + "\n", + "#plt.imshow(blckndwht_star1[543:564,648:677], vmin=0, vmax=255)\n", + "plt.colorbar()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(21, 21)" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#x_axis = np.linspace(-14,14,29)\n", + "x_axis = np.linspace(-10,10,21)\n", + "y_axis = np.linspace(-10,10,21)\n", + "\n", + "xx_axis, yy_axis = np.meshgrid(x_axis, y_axis)\n", + "xx_axis.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "#star1 = blckndwht_star1[543:564,648:677].copy()\n", + "\n", + "star1 = blckndwht_star1[543:564,652:673].copy()\n", + "star1_nrmlzd = star1/255\n", + "#star1_nrmlzd_int = star1_nrmlzd.astype(int)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "from scipy.optimize import leastsq\n", + "from scipy.optimize import curve_fit" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "def gauss2D_str1(X, a=255, b=0, c=1, x0=0, y0=0):\n", + " x,y = X\n", + " exponente = -((x-x0)**2 + (y-y0)**2) / (2*c**2)\n", + " z = a * np.exp(exponente) + b\n", + " #print(z)\n", + " return z" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "#x_axis = np.linspace(-14,14,29)\n", + "#y_axis = np.linspace(-10,10,21)\n", + "#p0_star1 = 0., 5.\n", + "#print(curve_fit(gauss2D_str1, (x_axis,y_axis), z_exp_star1, p0_star1))" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(21,)" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#gauss2D_str1((x_axis,y_axis),a,b,c).shape\n", + "#gauss2D_str1((x_axis,y_axis),255., 0., 5., 0.0, 0.0).shape\n", + "#gauss2D_str1((x_axis,y_axis), a=1, b=0, c=3, x0=0, y0=0) \n", + "gauss2D_str1((x_axis,y_axis), 1, 0, 3, 0, 0).shape" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1.4945338524781451e-05" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gauss2D_str1((x_axis,y_axis), 1, 0, 3, 0, 0)[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1.0" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gauss2D_str1((x_axis,y_axis), 1, 0, 3, 0, 0)[10]" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1.4945338524781451e-05" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gauss2D_str1((x_axis,y_axis), 1, 0, 3, 0, 0)[20]" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[<matplotlib.lines.Line2D at 0x7f9c3c016dd8>]" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "yprueba = gauss2D_str1((x_axis,y_axis), 1, 0, 3, 0, 0)\n", + "plt.plot(x_axis,yprueba,\"r-\")" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[<matplotlib.lines.Line2D at 0x7f9c3bf846a0>]" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(y_axis,yprueba,\"r-\")" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16,\n", + " 17, 18, 19, 20])" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "x_exp = np.arange(0,21,1)\n", + "\n", + "y_exp = np.arange(0,21,1)\n", + "x_exp" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [], + "source": [ + "temppx_xpp ,temppy_ypp = (x_exp,y_exp)" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ True, True, True, True, True, True, True, True, True,\n", + " True, True, True, True, True, True, True, True, True,\n", + " True, True, True])" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "star1_nrmlzd[temppx_xpp,temppy_ypp] == star1_nrmlzd[temppy_ypp,temppx_xpp]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "def star1_exp_func(X_exp, x_whch):\n", + " tempx_exp ,tempy_exp = X_exp\n", + " #star1_nrmlzd \n", + " tempz_exp = np.array([])\n", + " if x_whch == 'Through_x-axis':\n", + " tempz_exp = np.append(tempz_exp, star1_nrmlzd[tempx_exp ,tempy_exp] )\n", + " #star1_nrmlzd[,]\n", + " #z_exp\n", + " return tempz_exp\n", + " elif x_whch == 'Through_y-axis':\n", + " tempz_exp = np.append(tempz_exp, star1_nrmlzd[tempy_exp ,tempx_exp] )\n", + " return tempz_exp" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [], + "source": [ + "z_expstar1_thrghx = star1_exp_func((x_exp ,y_exp), 'Through_x-axis') #.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [], + "source": [ + "z_expstar1_thrghy = star1_exp_func((x_exp,y_exp), 'Through_y-axis') #.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[<matplotlib.lines.Line2D at 0x7f9c3bf560f0>]" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAXQAAAD4CAYAAAD8Zh1EAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/Il7ecAAAACXBIWXMAAAsTAAALEwEAmpwYAAAlUElEQVR4nO3deXyU1b3H8c+PAAoIbiAuIKIFlNYWMXXBBUVR4gKuLVSKO9eFKq7Fq21vaa3t1dqqYK0G3C0obQmioIK7tZagCAKKEeECoqKCCiib5/7xG8o0JGQSZubM8n2/XnllZp6HmS9PJr88c855zrEQAiIikv8axQ4gIiLpoYIuIlIgVNBFRAqECrqISIFQQRcRKRCNY71w69atw1577RXr5UVE8tL06dM/CSG0qWlbtIK+1157UVlZGevlRUTykpktrG2bmlxERAqECrqISIGos6Cb2Wgz+9jM3qplu5nZ7WZWZWYzzax7+mOKiEhdUjlDvw/os4XtZUCnxNdg4E9bH0tEROqrzoIeQngR+GwLu/QDHgjun8AOZrZbugKKiEhq0tGGvgewKOn+4sRjmzGzwWZWaWaVy5YtS8NLi4jIRlntFA0h3B1CKA0hlLZpU+MwShERaaB0jENfArRPut8u8ZhI7lu9GpYuhQ8/9K+lS2H5cth5Z9h1101fu+0GzZrFTiuyReko6BOAIWY2BjgY+DyEsDQNzyvSMCHAsmXwwQf/Wag33k6+/+WXqT9vq1abintyoa9+u00bMMvc/0+kFnUWdDP7C3AU0NrMFgO/AJoAhBDuAp4ETgCqgNXAuZkKK1KnN96AK6+E55/ffFtyQe7effOCvPH+jjvCp5/W/Adg4+3XX6/9D8JOO0G3bnDAAZu+d+kCjaNdmC1FwmKtWFRaWhp06b+kzYcfwvXXw733ekG98krYd99NRbptW2jePP2vu2rVfxb+JUvgrbf8D8usWbBmje+37baw//7/WeT33x9atEh/JiloZjY9hFBa0zadMkh++/pr+MMf4De/8eJ55ZVwww2www7Zef0WLWCfffyruvXr4e23YcYML/AzZsBjj8Hdd/v2Ro2gc+dNBf6AA+DII2GbbbKTXQqOztAlP4XgxfHaa2HhQjjlFLj5ZvjWt2In27IQYNGiTQV+4/eFifmWTj8dxo2LmVBynM7QpbBUVsLQofDKK/C973kzy9FHx06VGjPYc0//6tdv0+OffQa//CXcfju8+y506hQvo+QtTc4l+WPJEjj7bPj+973o3XMPTJ+eP8V8S3baCa67Dpo2hdtui51G8pQKuuS+1ath+HBvbx4zBoYN84J+wQVQUhI7XfrsuisMGOCfOJYvj51G8pAKuuSub76Bhx/2IX+/+AWceKJ3Mt50kw9BLERDh/ofsPLy2EkkD6mgS26aORN69ICBA2GXXeDFF+HRR6Fjx9jJMqtbNzjqKLjjDh8lI1IPKuiSe0KAH/0I3n8f7rsPpk2DI46InSp7rrjCR8L87W+xk0ieUUGX3PPaazB7Ntx4o3eCNiqyt+mJJ/q49j/+MXYSyTNF9psieaG83C/Y+eEPYyeJo6QELr8cXn3V/7iJpEgFXXLLl1/6SJb+/aFly9hp4jnnHO/41Vm61IMKuuSWsWN9fpQLLoidJK6WLeHCC/1q2EWL6t5fBBV0yTXl5fDtb8PBB8dOEt+QId5BPHJk7CSSJ1TQJXfMmuVtxhdcoPnEAfbaC047zSfzWrUqdhrJAyrokjtGjfJL3wcOjJ0kdwwd6leNPvBA7CSSB1TQJTd8/TU8+CCceiq0bh07Te7o0cPnrvnjH/3KWZEtUEGX3DB+vM84WOydodWZ+Vn6vHkweXLsNJLjVNAlN5SXe5txr16xk+SeM8+E3Xf3hTxEtkAFXeKbPx+mToXzzy++q0JT0aSJj3iZMsWXtxOphX57JL7Ro72Qn3NO7CS5a/BgaNZMFxrJFqmgS1zr1/v832Vl0K5d7DS5a+edYdAgeOghWLYsdhrJUSroEtfkyfDBB+oMTcXll/tC2HfdFTuJ5CgVdImrvBzatvUZBmXL9tsP+vSBO+/0wi5SjQq6xLN0KUyc6G3nTZrETpMfrrgCPvzQ57wRqUYFXeK5/37YsMFHt0hqeveGrl29czSE2Gkkx6igSxwheHNLz57QqVPsNPlj44VGb7zhy/KJJFFBlzheeAHee0+doQ0xcKCPetEQRqlGBV3iKC+H7beH00+PnST/NGsGF10EFRX+R1EkIaWCbmZ9zOwdM6sys2E1bO9gZlPNbKaZPW9mGlAstVu+HMaN8zPNZs1ip8lPl1wCjRvDHXfETiI5pM6CbmYlwEigDOgKDDCzrtV2uwV4IITwXWA4cFO6g0oBefhhH3an5paG2313X3N11Cj4/PPYaSRHpHKGfhBQFUKYH0JYC4wB+lXbpyvwbOL2czVsF3EhwD33wIEHQrdusdPkt6FDYeVKnzpBhNQK+h5A8qKGixOPJXsTOC1x+1SgpZntXP2JzGywmVWaWeUyXb5cnKZPh5kzdXaeDgceCEccAbff7sM/peilq1P0aqCnmb0B9ASWAJu9w0IId4cQSkMIpW3atEnTS0teKS/3dvMBA2InKQxDh8KCBd5BKkUvlYK+BGifdL9d4rF/CyF8EEI4LYRwAHB94rEV6QopBWLVKnjkEfjBD3yEi2y9fv18HnnNlS6kVtCnAZ3MrKOZNQX6AxOSdzCz1ma28bmuA9SoJ5t77DH48ks1t6RTSQlcdhm8/DJUVsZOI5HVWdBDCOuBIcBTwFzg0RDCbDMbbmZ9E7sdBbxjZvOAtsCNGcor+ay8HLp0gcMOi52ksJx/PrRsqQuNhMap7BRCeBJ4stpjP0+6PQ4Yl95oUlDmzoVXXoGbb/bL1yV9WrXyMf333usjiDS2v2jpSlHJjlGj/EKYQYNiJylMJ58MX3/tUypI0VJBl8xbu9ZnVuzXD3bZJXaawnTUUbDttjBpUuwkEpEKumTehAnwySfqDM2kZs28qKugFzUVdMm88nJo397n8pbMKSuDd9/VhF1FTAVdMmvhQnj6aTjvPB9iJ5lTVubfdZZetFTQJbPuvde/n3tu3BzFoFMn2GcfFfQipoIumbNhg08cddxx0KFD7DTFoawMnnvOR7xI0VFBl8x55hlYtEidodlUVgZffaXhi0VKBV0yp7wcWreGvn3r3lfS46ijYJtt1OxSpFTQJTO++MKHKw4cCE2bxk5TPJo31/DFIqaCLpkxaRKsWwdnnBE7SfEpK4N582D+/NhJJMtU0CUzKiqgTRs45JDYSYrPxuGLkyfHzSFZp4Iu6bd2LTz5pM8vorHn2depE+y9t5pdipAKuqTfCy/4wsWnnBI7SXEy87P0Z5/V8MUio4Iu6VdR4Z1zxx4bO0nxKiuD1avhpZdiJ5EsUkGX9ArBC/rxx2te7piOPlrDF4uQCrqk1+uvw+LFPlWuxNO8OfTsqYJeZFTQJb0qKqBRIzjxxNhJpKwM3n4bFiyInUSyRAVd0mv8eDjiCL9CVOLS7ItFRwVd0mf+fJg1S80tuaJzZ+jYUQW9iKigS/pUVPh3FfTckDx8cc2a2GkkC1TQJX0qKmD//f2iFskNZWWwapWGLxYJFXRJj08+8aKhs/PccvTRPjmaml2Kggq6pMcTT8A33+jq0FzTogUceaQKepFQQZf0qKiAdu2ge/fYSaS6sjKYO9fXd5WCpoIuW++rr+Cpp7y5xSx2GqlOwxeLhgq6bL0pU3zeELWf56Z99/U1XVXQC54Kumy98eOhVSu/1Fxyz8bhi1OnavhigUupoJtZHzN7x8yqzGxYDdv3NLPnzOwNM5tpZiekP6rkpA0b4PHH/VJ/LTWXuzYOX3z55dhJJIPqLOhmVgKMBMqArsAAM+tabbcbgEdDCAcA/YE70x1UctQ//wnLlqm5Jdf16qXhi0UglTP0g4CqEML8EMJaYAxQ/bc3AK0St7cHPkhfRMlp48dDkyabOt4kN223nc+xo4Je0FIp6HsAi5LuL048lux/gIFmthh4EvhJTU9kZoPNrNLMKpctW9aAuJJTQvCC3quXt6FLbisrgzlz4P/+L3YSyZB0dYoOAO4LIbQDTgAeNLPNnjuEcHcIoTSEUNqmTZs0vbREM3cuVFWpuSVfaPhiwUuloC8B2ifdb5d4LNn5wKMAIYRXgW0BzZ9a6DZOxtW3b9wckpr99oM991RBL2CpFPRpQCcz62hmTfFOzwnV9vk/4BgAM9sPL+hqUyl048fD978Pe1RvgZOclDx8ce3a2GkkA+os6CGE9cAQ4ClgLj6aZbaZDTezjadmVwEXmtmbwF+Ac0IIIVOhJQd88AH861+auyXflJXBypUavligGqeyUwjhSbyzM/mxnyfdngMclt5oktMef9y/q/08v/Tq5aOSJk3y21JQdKWoNMz48bDPPtC1+iUJktNattTwxQKmgi7198UXvgrOKadoMq58VFYGs2fDokV17yt5RQVd6m/yZO9UU3NLftLwxYKlgi71V1EBrVtDjx6xk0hDdO0K7duroBcgFXSpn3XrfHWik0+GkpLYaaQhNg5fnDJFwxcLjAq61M8LL8Dnn6u5Jd9tHL74yiuxk0gaqaBL/VRUQLNm0Lt37CSyNY45ZtPwRSkYKuiSuhC8oB93HDRvHjuNbI2WLeHww1XQC4wKuqTujTd8qJuuDi0MZWXw1lsavlhAVNAldRUV0KgRnHRS7CSSDhuHL06eHDeHpI0KuqRu/Hg47DAfsij579vfhnbt1OxSQFTQJTXvvw8zZ6q5pZBo+GLBUUGX1Gyc+1zDFQtLWRl8+SX84x+xk0gaqKBLaioq/CP6PvvETiLpdMwx0Lixml0KhAq61O3TT+HFF9XcUohatdLwxQKigi51e+IJ+OYbNbcUqhNOgFmz4N13YyeRraSCLnWrqPBl5g48MHYSyYQf/xiaNoVbb42dRLaSCrps2Vdf+Tjlvn19DLoUnl13hUGD4N574eOPY6eRraDfUNmyqVNh9Wo1txS6q6/2oYsjRsROIltBBV22bPx47zg7+ujYSSSTunTxT2EjR8KqVbHTSAOpoEvtNmzwxaDLyryNVQrbNdfAZ5/B6NGxk0gDqaBL7aZO9TbVU0+NnUSy4bDDfBWqW2+F9etjp5EGUEGX2o0YAbvsovHnxeSaa2DBAhg3LnYSaQAVdKnZ++/DxIkweDBss03sNJItfftC585w880+/73kFRV0qdmf/uTDFP/rv2InkWxq1MhHvLz+Ojz3XOw0Uk8q6LK51auhvNzbztu1i51Gsu3HP4a2beF//zd2EqknFXTZ3JgxsHw5DBkSO4nEsO22cNll8NRTPmWy5A0VdPlPIcAdd8B3vgNHHhk7jcRy8cXQooW3pUveSKmgm1kfM3vHzKrMbFgN2/9gZjMSX/PMbEXak0p2vPoqzJjhZ+dmsdNILDvuCBde6J/WtOZo3qizoJtZCTASKAO6AgPMrGvyPiGEK0II3UII3YA7gL9lIKtkw4gRsP32cNZZsZNIbEOH+ie2P/4xdhJJUSpn6AcBVSGE+SGEtcAYYEsTewwA/pKOcJJlS5fCY4/BuefCdtvFTiOxdegAP/wh3H03rFgRO42kIJWCvgeQ/JlrceKxzZhZB6Aj8Gwt2webWaWZVS5btqy+WSXT7rnHrxC85JLYSSRXXHMNrFwJd90VO4mkIN2dov2BcSGEDTVtDCHcHUIoDSGUtmnTJs0vLVtl3Tr/pe3TBzp1ip1GckW3btC7N9x2G6xZEzuN1CGVgr4EaJ90v13isZr0R80t+envf/cmFw1VlOquvRY+/BAeeih2EqlDKgV9GtDJzDqaWVO8aE+ovpOZ7QvsCLya3oiSFSNGwN57+xm6SLJjjvEz9Vtu8aUIJWfVWdBDCOuBIcBTwFzg0RDCbDMbbmZ9k3btD4wJQRNA5J0334SXXvK285KS2Gkk15h5W/rbb/v8PpKzLFb9LS0tDZWVlVFeW6oZPNg/Ti9eDDvtFDuN5KJ167xvpX17/+Mv0ZjZ9BBCaU3bdKVosVu+3Iv5WWepmEvtmjSBK66Al1/2i88kJ6mgF7t77/WFoC+9NHYSyXXnn+9XkGo6gJylgl7MvvnG15A8/HDv9BLZku22836W8eNh3rzYaaQGKujFbPJkmD9fQxUldT/5ia8ve+utsZNIDVTQi9mIEbDbblozVFLXti2cfTbcdx989FHsNFKNCnqxqqqCSZN8RaKmTWOnkXxy1VWwdq2fEEhOUUEvVnfeCY0b+5BFkfro3Bn69fP+l5UrY6eRJCroxWjVKhg9Gs44w5tcROrr2mt9yOvo0bGTSBIV9GL08MPw+efqDJWGO/RQOOww7xxdvz52GklQQS82IXjbZ7du0KNH7DSSz669FhYu9Dn0JSeooBebl16CWbO0xJxsvZNOgn339QuNNIVTTlBBLzYjRvjVfgMGxE4i+a5RIx/x8sYbMG5c7DSCCnpxWbIE/vY3v4S7efPYaaQQDBoEBx8M550Hb70VO03RU0EvJn/+s1/uf/HFsZNIoWja1E8SWrb0oYyffRY7UVFTQS8Wa9Z4QT/xRF/IQiRddt/di/rixb6otEa9RKOCXiz++lf4+GMNVZTMOOQQX5N2yhT46U9jpylajWMHkCwZMcIXKOjdO3YSKVTnngszZvjY9O99z9vXJat0hl4Mpk/3RQkuvdRHJohkyi23wNFH+5QS//pX7DRFR7/dxWDkSGjRwmfJE8mkJk3g0Uc3zeK5dGnsREVFBb3QffopPPII/PjHsMMOsdNIMWjdGioqYMUKOP1075CXrFBBL3Q//an/QmmJOcmm734X7r9/U1OfriTNChX0QvbggzBqFPz3f8N3vhM7jRSbM86AG27w9+DIkbHTFAUV9EI1Zw5cdBH07Am//GXsNFKsfvlLOPlkGDoUnn8+dpqCp4JeiFatgjPP9I7QRx7xhSxEYmjUCB56yBfFOOMMWLAgdqKCpoJeiIYMgblzvZjvvnvsNFLsWrXyTtING3x6gFWrYicqWCrohea++/zrZz+DY4+NnUbEdeoEY8b4BF7nnqtO0gxRQS8kb70Fl1ziF3b8/Oex04j8p+OPh9/9zhfEuOmm2GkKUkoF3cz6mNk7ZlZlZsNq2ecHZjbHzGab2SPpjSl1WrnS281btfKmlpKS2IlENnfVVXDWWT76ZeLE2GkKTp29ZWZWAowEegOLgWlmNiGEMCdpn07AdcBhIYTlZrZLpgJLDULwKXHnzYNnnoFdd42dSKRmZnDPPd7H86MfwWuvwX77xU5VMFI5Qz8IqAohzA8hrAXGAP2q7XMhMDKEsBwghPBxemPKFo0a5SMJfvEL6NUrdhqRLWvWDMaP9+/9+vkVpZIWqRT0PYBFSfcXJx5L1hnobGavmNk/zaxPugJKHWbOhJ/8xDtAr78+dhqR1LRv71M6L1jgwxnXro2dqCCkq1O0MdAJOAoYANxjZjtU38nMBptZpZlVLlu2LE0vXcS+/NLbzXfcER5+WO3mkl8OPxzKy2HqVLjwQo18SYNUCvoSoH3S/XaJx5ItBiaEENaFEN4H5uEF/j+EEO4OIZSGEErbtGnT0MwC/uYfPBiqquAvf4Fd1G0heWjQIBg+HB54QCOz0iCVgj4N6GRmHc2sKdAfmFBtn/H42Tlm1hpvgpmfvpiymT//2cf1/upXfnm/SL664Qa44AL49a+9w1QarM5RLiGE9WY2BHgKKAFGhxBmm9lwoDKEMCGx7TgzmwNsAK4JIXyayeBF7Y03fG6M44+HYTWOIhXJH2Zw552+JunFF0O7dlBWFjtVXrIQqd2qtLQ0VFZWRnntvPbFF9C9O3z9tRd2NV1JofjyS/+0OW8evPACHHhg7EQ5ycymhxBKa9qmK0XzSQj+0XTBAm9uUTGXQtKyJTzxhC+QceKJmsirAVTQ88mdd/pl0zfe6CMERArNbrvBpEm+KEtZGXz2WexEeUUFPV9Mnw5XXgknnADXXBM7jUjm7Lefz844fz6ccoo3L0pKVNDzwYoVPt68bVsf3tVIPzYpcEce6UvYvfSSL27+zTexE+UFrXyQqxYtgsmT/ePnlCnw1Vfw4ouw886xk4lkR//+/ntw7bWw555w882xE+U8FfRcsXYtvPyyF/BJk2D2bH+8fXsYMAAGDoRDD42bUSTbrr4aFi6EW26BDh188RaplQp6TAsXbjoLnzrVp8Bt0sQ/bp5zjncKde3q43RFipEZ3Habj1G/7DIfo37KKbFT5SwV9Gxas8bbBDeehc+d64936OBn4GVlPlvidtvFzSmSS0pKfI7/Xr380+pzz8Ehh8ROlZNU0LNh3Tq/svP++309xaZN/QKKCy+EPn1g3311Fi6yJc2bw+OPe7PjySfDq6/Ct74VO1XOUUHPtK+/9s6digpfS/G003yJuBYtYicTyS9t2vgn2x49/ETo1Vd1cV01Gv+WSatW+dlERQWMGAGjR8NJJ6mYizRUp05+pr5kif8urV4dO1FOUUHPlBUr4Ljj4Nln4b774NJLYycSKQyHHOJt6tOmQd++8MknsRPlDBX0TFi2zDtwpk2DsWP9wggRSZ9TT4V77/VBBgccAP/4R+xEOUEFPd0++MA7POfO9aaWM86InUikMJ19trejbxxkcOutRb/qkQp6Or3/PhxxxKarPDWns0hmde/u8xydfDJcdZUPOijiRadV0NPl7be9mC9f7hcJaRUhkezYYQdfcPoPf4CJEzcV+SKkgp4OM2b41Z3r1/vE/AcdFDuRSHEx82s9XnrJfw979IA//anommBU0LfWq6/6uPJtt/XJs/bfP3YikeJ1yCG+ktcxx8All8CPfuQrIRUJFfSt8eyz0Lu3r7Dy0kvQuXPsRCKy887e9PKb38Cjj0JpKcyaFTtVVqigN9TEib7YRMeOfmbeoUPsRCKyUaNGcN11ftL1xRdw8MF+PUiBU0FviLFjfRzs/vvD88/7slkiknt69vQ+rkMP9ak3zjuvoK8uVUGvr1GjfMa3Qw/10SxacEIkt7VtC08/DT/7mZ+lH3wwvPNO7FQZoYJeH7ffDhdc4Jf0T54MrVrFTiQiqSgpgeHDfXKvDz/0dvWxY2OnSjsV9FTddx9cfrk3tVRU+HSeIpJfjj/eR8F897v+SfvJJ2MnSisV9FQ8/bTPXX7ssTBmDGyzTexEItJQ7drBM89At25e1Auo+UUFvS5vvunzsXTt6lejNW0aO5GIbK3mzeHvf/ff53794PPPYydKCxX0LVm0yIcmbr+9fzRTm7lI4ejQAcaNg/feg7POgg0bYifaairotVmxwifXWrnSi/kee8ROJCLp1rOnD3Z44gkfBZPnUiroZtbHzN4xsyozG1bD9nPMbJmZzUh8XZD+qFm0Zo3P2jZvnn8s0+X8IoXroou8j+ymm/J+5Euda4qaWQkwEugNLAammdmEEMKcaruODSEMyUDG7AoBzj/fVxZ/8EFfqEJECpeZLxE5Z45ffNSli3eY5qFUztAPAqpCCPNDCGuBMUC/zMaK6Prr4eGH4cYbYeDA2GlEJBuaNvVBDzvv7J2ky5bFTtQgqRT0PYBFSfcXJx6r7nQzm2lm48ysfU1PZGaDzazSzCqX5eIB+/Of/WPX4ME+D4SIFI+2bb2J9eOPfWTbunWxE9VbujpFHwf2CiF8F3gGuL+mnUIId4cQSkMIpW3atEnTS6fJxIk+3eaJJ8LIkf4xTESKS2kplJf7hHtXXJH+5w/Br1bN0JS+qRT0JUDyGXe7xGP/FkL4NISwJnG3HDgwPfGyZNo0+OEPfbHZMWOgcZ1dCyJSqM46C66+2k/s7rknfc87e7aPnDvhBLjzzvQ9b5JUCvo0oJOZdTSzpkB/YELyDmaWPN1gX2Bu+iJm2Pz5cNJJsMsufpa+3XaxE4lIbL/9rc/ZdOml8MorW/dcn3ziz/O978Frr/lSeZk4+yeFgh5CWA8MAZ7CC/WjIYTZZjbczPomdrvMzGab2ZvAZcA5GUmbbp9+6n8x163zj0G77ho7kYjkgpIS/7TeoQOcfjosXlz/51i7Fm69Fb71Le+fu+giePddXyovQ1ecW4i05l5paWmorKyM8toAfPWVrzZUWQlTpsDhh8fLIiK5ac4cn2533329Xb1Zs7r/TQgwYYI321RVQZ8+8Pvf+/QhaWBm00MIpTVtK84rRb/5BgYNgn/8w8eaq5iLSE26dvVhzJWVPvqtrhPgmTN9Er9TToEmTfwq80mT0lbM61KcBf3qq30Oh1tugTPPjJ1GRHJZ374+l/pDD3n7d00++sgL/gEH+ApJI0b4xH5lZVmNWnzDOW67zX8ol12WsY4JESkw11/vBfqaa+A73/EOU/BpQm67DX79a2/GvfxynxNmxx2jxCyegv7mm95zPXasz9Ny660aay4iqWnUyBe5mTfPhzhPm7apwL//Ppx8sn/i79w5bsyor54Nr7ziwxK7dfMZ1a691j86lZTETiYi+WS77Xy1skaNfMWjM86AFi18sYwJE6IXcyjUgh6Cr/l55JHe4fnaa/CrX8HChX6WnkpPtYhIdR07ev9bly5w112+nN2xx8ZO9W+F1eSyYYNPsPPb3/qBbtfO27fOP9//koqIbK2jj/b6koMKo6CvXevDD3/3Ox+436ULjB7tl/BqyTgRKRL5XdBXrYK77/ZB+0uWQPfu8NhjcOqpaiMXkaKTnwX9s898nOftt/vl+z17+hl5794auSIiRSv/CvqoUT4XwsqVPnrluuugR4/YqUREosu/gt6xo1+5NWyY1voUEUmSfwW9Vy+t8ykiUoPCHIcuIlKEVNBFRAqECrqISIFQQRcRKRAq6CIiBUIFXUSkQKigi4gUCBV0EZECYaGuRU8z9cJmy4CFDfznrYFP0hgnXZSrfpSr/nI1m3LVz9bk6hBCaFPThmgFfWuYWWUIoTR2juqUq36Uq/5yNZty1U+mcqnJRUSkQKigi4gUiHwt6HfHDlAL5aof5aq/XM2mXPWTkVx52YYuIiKby9czdBERqUYFXUSkQORsQTezM81stpl9Y2al1bZdZ2ZVZvaOmR1fy7/vaGavJfYba2ZNM5BxrJnNSHwtMLMZtey3wMxmJfarTHeOGl7vf8xsSVK2E2rZr0/iGFaZ2bAs5LrZzN42s5lm9ncz26GW/bJyvOr6/5vZNomfcVXivbRXprIkvWZ7M3vOzOYk3v+X17DPUWb2edLP9+eZzpV43S3+XMzdnjheM82sexYydUk6DjPM7AszG1ptn6wdLzMbbWYfm9lbSY/tZGbPmNm7ie871vJvz07s866Znd2gACGEnPwC9gO6AM8DpUmPdwXeBLYBOgLvASU1/PtHgf6J23cBF2c47++Bn9eybQHQOovH7n+Aq+vYpyRx7PYGmiaOadcM5zoOaJy4/Tvgd7GOVyr/f+AS4K7E7f7A2Cz87HYDuidutwTm1ZDrKGBitt5Pqf5cgBOASYABhwCvZTlfCfAhfuFNlOMFHAl0B95Keux/gWGJ28Nqet8DOwHzE993TNzesb6vn7Nn6CGEuSGEd2rY1A8YE0JYE0J4H6gCDkrewcwM6AWMSzx0P3BKprImXu8HwF8y9RoZcBBQFUKYH0JYC4zBj23GhBCeDiGsT9z9J9Auk69Xh1T+//3w9w74e+mYxM86Y0IIS0MIrydufwnMBfbI5GumUT/ggeD+CexgZrtl8fWPAd4LITT0CvStFkJ4Efis2sPJ76PaatHxwDMhhM9CCMuBZ4A+9X39nC3oW7AHsCjp/mI2f8PvDKxIKh417ZNORwAfhRDerWV7AJ42s+lmNjiDOZINSXzsHV3LR7xUjmMmnYefzdUkG8crlf//v/dJvJc+x99bWZFo4jkAeK2GzYea2ZtmNsnMvp2lSHX9XGK/p/pT+0lVjOO1UdsQwtLE7Q+BtjXsk5ZjF3WRaDObAuxaw6brQwgV2c5TkxQzDmDLZ+eHhxCWmNkuwDNm9nbiL3lGcgF/An6F/wL+Cm8OOm9rXi8duTYeLzO7HlgPPFzL06T9eOUbM9sO+CswNITwRbXNr+PNCisT/SPjgU5ZiJWzP5dEH1lf4LoaNsc6XpsJIQQzy9hY8agFPYRwbAP+2RKgfdL9donHkn2Kf9xrnDizqmmftGQ0s8bAacCBW3iOJYnvH5vZ3/GP+1v1i5DqsTOze4CJNWxK5TimPZeZnQOcBBwTEo2HNTxH2o9XDVL5/2/cZ3Hi57w9/t7KKDNrghfzh0MIf6u+PbnAhxCeNLM7zax1CCGjk1Cl8HPJyHsqRWXA6yGEj6pviHW8knxkZruFEJYmmqA+rmGfJXhb/0bt8P7DesnHJpcJQP/ECISO+F/afyXvkCgUzwFnJB46G8jUGf+xwNshhMU1bTSzFmbWcuNtvGPwrZr2TZdq7Zan1vJ604BO5qOBmuIfVydkOFcf4FqgbwhhdS37ZOt4pfL/n4C/d8DfS8/W9kcoXRJt9KOAuSGEW2vZZ9eNbflmdhD+e5zRPzQp/lwmAIMSo10OAT5PamrItFo/Jcc4XtUkv49qq0VPAceZ2Y6JJtLjEo/VTzZ6fhvyhReixcAa4CPgqaRt1+MjFN4BypIefxLYPXF7b7zQVwGPAdtkKOd9wEXVHtsdeDIpx5uJr9l400Omj92DwCxgZuLNtFv1XIn7J+CjKN7LUq4qvJ1wRuLrruq5snm8avr/A8PxPzgA2ybeO1WJ99LeWThGh+NNZTOTjtMJwEUb32fAkMSxeRPvXO6RhVw1/lyq5TJgZOJ4ziJpdFqGs7XAC/T2SY9FOV74H5WlwLpE/Tof73eZCrwLTAF2SuxbCpQn/dvzEu+1KuDchry+Lv0XESkQ+djkIiIiNVBBFxEpECroIiIFQgVdRKRAqKCLiBQIFXQRkQKhgi4iUiD+H45c04HBDrWfAAAAAElFTkSuQmCC\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(x_axis,z_expstar1_thrghx,\"r-\")" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[<matplotlib.lines.Line2D at 0x7f9c3bedf080>]" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(x_axis,z_expstar1_thrghy,\"r-\")" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "4.126063711744642\n", + "4.126063711744642\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/bullam/.local/lib/python3.7/site-packages/scipy/optimize/minpack.py:829: OptimizeWarning: Covariance of the parameters could not be estimated\n", + " category=OptimizeWarning)\n" + ] + } + ], + "source": [ + "#p0_star1= np.array([255, 0, 5, 0, 0])\n", + "# [a=255, b=0, c=5, x0=0, y0=0]\n", + "# exponente = -((x-x0)**2 + (y-y0)**2) / (2*c**2)\n", + "# z = a * np.exp(exponente) + b\n", + "#\n", + "\n", + "\n", + "\n", + "p0_star1= np.array([1, 0, 3.5, 0, 0])\n", + "print(curve_fit(gauss2D_str1, (x_axis,y_axis),\n", + " z_expstar1_thrghx,p0_star1)[0][2])\n", + "\n", + "#z_expstar1_thrghY\n", + "\n", + "print(curve_fit(gauss2D_str1, (x_axis,y_axis),\n", + " z_expstar1_thrghy,p0_star1)[0][2])" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "4.928611745994732\n", + "4.928611745994732\n" + ] + } + ], + "source": [ + "p0_star1= np.array([1, 0, 5, 0, 0])\n", + "print(curve_fit(gauss2D_str1, (x_axis,y_axis),\n", + " z_expstar1_thrghx,p0_star1)[0][2])\n", + "\n", + "print(curve_fit(gauss2D_str1, (x_axis,y_axis),\n", + " z_expstar1_thrghy,p0_star1)[0][2])" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "4.874353706666568\n", + "4.874353706666568\n" + ] + } + ], + "source": [ + "#z_expstar1_thrghX\n", + "\n", + "p0_star1= np.array([1, 0, 7, 0, 0])\n", + "print(curve_fit(gauss2D_str1, (x_axis,y_axis),\n", + " z_expstar1_thrghx,p0_star1)[0][2])\n", + "\n", + "#p0_star1= np.array([1, 0, 7, 0, 0])\n", + "print(curve_fit(gauss2D_str1, (x_axis,y_axis),\n", + " z_expstar1_thrghy,p0_star1)[0][2])" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "4.875021346933124\n", + "4.875021346933124\n" + ] + } + ], + "source": [ + "p0_star1= np.array([1, 0, curve_fit(gauss2D_str1, (x_axis,y_axis),\n", + " z_expstar1_thrghy,p0_star1)[0][2], 0, 0])\n", + "print(curve_fit(gauss2D_str1, (x_axis,y_axis),\n", + " z_expstar1_thrghx,p0_star1)[0][2])\n", + "\n", + "print(curve_fit(gauss2D_str1, (x_axis,y_axis),\n", + " z_expstar1_thrghy,p0_star1)[0][2])" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "4.87435369702605\n", + "4.87435369702605\n" + ] + } + ], + "source": [ + "p0_star1= np.array([1, 0, 17, 0, 0])\n", + "print(curve_fit(gauss2D_str1, (x_axis,y_axis),\n", + " z_expstar1_thrghx,p0_star1)[0][2])\n", + "\n", + "print(curve_fit(gauss2D_str1, (x_axis,y_axis),\n", + " z_expstar1_thrghy,p0_star1)[0][2])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## c es aproximadamente igual a 4.8743 " + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.5729727621590178\n", + "0.46791300710503303\n", + "4.874353709858581\n", + "0.9316969381425967\n", + "-0.7084043204480968\n" + ] + } + ], + "source": [ + "p0_star1= np.array([1, 0, 6, 0, 0])\n", + "print(curve_fit(gauss2D_str1, (x_axis,y_axis),\n", + " z_expstar1_thrghx,p0_star1)[0][0])\n", + "\n", + "print(curve_fit(gauss2D_str1, (x_axis,y_axis),\n", + " z_expstar1_thrghx,p0_star1)[0][1])\n", + "\n", + "print(curve_fit(gauss2D_str1, (x_axis,y_axis),\n", + " z_expstar1_thrghx,p0_star1)[0][2])\n", + "\n", + "print(curve_fit(gauss2D_str1, (x_axis,y_axis),\n", + " z_expstar1_thrghx,p0_star1)[0][3])\n", + "\n", + "print(curve_fit(gauss2D_str1, (x_axis,y_axis),\n", + " z_expstar1_thrghx,p0_star1)[0][4])\n", + "\n", + "#p0_star1= np.array([1, 0, 7, 0, 0])\n", + "#print(curve_fit(gauss2D_str1, (x_axis,y_axis),\n", + "# z_expstar1_thrghy,p0_star1)[0][1])" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[<matplotlib.lines.Line2D at 0x7f9c39e692b0>]" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "yprueba1 = gauss2D_str1((x_axis,y_axis), 0.5729727621590178, 0.46791300710503303, 4.874353709858581, 0.9316969381425967, -0.7084043204480968)\n", + "plt.plot(x_axis,yprueba,\"r-\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.cm as cm\n", + "from mpl_toolkits.mplot3d import Axes3D\n", + "\n", + "z_model_star1 = gauss2D_str1((xx_axis,yy_axis), a=1, b=0, c=3, x0=0, y0=0)\n", + "#z_model_star1 = gauss2D_str1((x_axis,y_axis), a=1, b=0, c=3, x0=0, y0=0)\n", + "ax_star1 = Axes3D(plt.figure())\n", + "ax_star1.plot_surface(xx_axis,yy_axis,z_model_star1,vmax=abs(z_model_star1).max(), vmin=-abs(z_model_star1).max(), cmap=cm.RdYlGn, rstride=1,cstride=1)\n", + "plt.show()\n", + "\n", + "\n", + "#x = y = np.arange(-3.0, 3.0, 0.25) \n", + "#X, Y = np.meshgrid(x, y)\n", + "\n", + "#def f(x,y):\n", + "# return (1-x/2+x**5+y**3)*np.exp(-x**2-y**2)\n", + "\n", + "#Z1 = f(X,Y)\n", + "\n", + "#ax = Axes3D(plt.figure()) # creando el cubo\n", + "#ax.plot_surface(X,Y,Z1,vmax=abs(Z1).max(), vmin=-abs(Z1).max(), cmap=cm.RdYlGn, rstride=1,cstride=1)\n", + "#plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(21, 21)" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "z_model_star1.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#z_model_star2 = gauss2D_str1((xx_axis,yy_axis), a=1, b=0, c=3, x0=0, y0=0)\n", + "z_model_star2 = gauss2D_str1((xx_axis,yy_axis),\n", + " 0.5729727621590178, 0.46791300710503303, 4.874353709858581, 0.9316969381425967, -0.7084043204480968)\n", + "#plt.plot(x_axis,yprueba,\"r-\")\n", + "#z_model_star1 = gauss2D_str1((x_axis,y_axis), a=1, b=0, c=3, x0=0, y0=0)\n", + "ax_star1_patentado = Axes3D(plt.figure())\n", + "ax_star1_patentado.plot_surface(xx_axis,yy_axis,z_model_star2,vmax=abs(z_model_star2).max(), vmin=-abs(z_model_star2).max(), cmap=cm.RdYlGn, rstride=1,cstride=1)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAATsAAAEzCAYAAABOj6SqAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/Il7ecAAAACXBIWXMAAAsTAAALEwEAmpwYAADP2ElEQVR4nOz9eZgk613fiX5izX2pfa+u6n05W5/uPhJGVxczyDLYYBuMBvD4wtga+94B2zNcfEfYDBeDx4YxYDxgwOxCYA6LQcICxCZWH0nndPfp/fRaVV37mpWVe0ZGxDt/ZEVWLhG5VFd319HJ7/OcR62syDfezIz4xm/9/iQhBF100UUXX+yQn/cGuuiiiy6eBbpk10UXXbwn0CW7Lrro4j2BLtl10UUX7wl0ya6LLrp4T6BLdl100cV7AmqLv3frUrrooovnBekgF+tadl100cV7Al2y66KLLt4T6JJdF1108Z5Al+y66KKL9wS6ZNdFF128J9Aluy666OI9gS7ZddFFF+8JdMmuiy66eE+gS3ZddNHFewJdsuuiiy7eE+iSXRdddPGeQJfsuuiii/cEumTXRRddvCfQJbsuuujiPYEu2XXRRRfvCXTJrosuunhPoEt2XXTRxXsCXbLroosu3hPokl0XXXTxnkCX7Lrooov3BFoN3OniiwS2bQMgSRKSdKBzTLro4l2BLtl9kUMIgWmaFItFSqUSiqKgqiqapqEoCrLcNe67eG9AEqLptMTuKMV3MYQQGIaBbdtYloVlWUiSVLHyAGRZ7pJfF4cVB+qCdMnuixSmaWKaJkIIJEmqITsHQojKfw62t7cZHh5GVdUu+XXxvHGgZNd1Y7/I4LitpmkiSVKFrNzidPXxOyEEMzMz9PT0UCwWgbLlp2lal/y6eNejS3ZfRLBtm+XlZXw+H5FIpIHIWsEhP0VRKu8RQlAsFikWiwghalxeVVW7yY4u3jXokt0XAYQQWJZFqVQimUwSjUaJRqNPvK6b5WfbNoVCofKaoig1ll+X/Lo4rOiS3bscQghKpVIlHifLcltW3H7QDvlBmQADgUCX/Lo4VOiS3bsYtm1jGEYlCeH850V2znEHBTfy29raYnt7m6NHjwJdy6+Lw4Mu2b0L4ZWEAJqS3dOGsxcn7udYfvl8vkJyXfLr4nmhS3bvMlTXzrl1QzxPsquHsz+HjN3IT1XVyn9d8uviaaJLdu8iOEmIare1HoeJ7OrhRn7OZ6omPyfb2yW/Lg4SXbJ7F0AIQSaTQZbllrVuh5ns6uFFfqurq5imWSludtxex0Xuoov9oEt2hxy2bVMqlbhz5w7Hjh0jEok0Pf7dRHb1cMjPtm1s20aWZSzLwjTNyt+r3d4u+XXRCbpkd0hR7eIBbXcu1Pe+Vr/+boNbttc0zcp30iW/LjpBl+wOIepr5zqpnzsMlt2Tnt/r/W7kVyqVGsivWtSgS35dOOiS3SGDW+0ceFts9XjeZHdQ5NLOOtWtbVBLfvl8nkKhwNDQUE1fb5f83rvokt0hQX1mst5tbZfEnjfZPU9Uk1+xWGRnZ8dT1MDp6+2S33sHXbI7BGhVOwddsusUjmVcb/kZhkGxWKx8z5qmVdzeLvl9caNLds8ZXm5rPd5NMbsnxdPs7a1WdAEwDAPDMICukOkXO7pk95zgZBbv37/PsWPHWt5Y75aY3UHhSS2sVn3A1e1rzvHQSH6WZREOh7vk90WA7q/3HOC4U6Zpsr6+3nYw/r1i2R0EOhU9qNbyc4hNCMHVq1fJZrOkUilSqRS5XI5SqdTWg6eLw4WuZfcMUV871+nN+CRk58yheBbWyRcD2Trfo9O14giZ1lt+XRXndw+6ZPeMUK9U0qmb9iRkl8lkuHHjBkIIFEWhp6eHnp4eotHogd+gBxHgPwgpqoNew63Gr1rFGfYUXboqzocTXbJ7BnBavpplW1tBluV9xeyWlpZ4/Pgx586dw+fzYZom29vbrK6ucv/+fXRdp7e3l56eHsLhcMf7elo4bGRXj2ZCptWZ4K6c1eFBl+yeIvbb8uWGTi070zR55513EELw2muvIcsyhmGg6zpDQ0MMDQ0BkM/n2d7eZn5+nkwmQ7FYZHFxkd7eXgKBwLv2Bj0IV7oTwmxGfqurq4RCIeLxeJf8niO6ZPeU4Nby9STohOxKpRJvvvkmk5OTjI2NNc3kBgIBAoEAo6OjCCH4whe+AMDDhw/J5/NEIhF6enro7e3F5/M90Wd41nie1mH1b57L5QgEAt35Hc8ZXbJ7Cmi3dq4TtEt2GxsbbG5u8tprr7VUSHE7h6IojI+PMz4+jhCCdDrN9vY277zzDoZhEIvFKjE/TdP2+3Ga4llbZU9zDWcdWZZrLPuuivOzR5fsDhDVtXPxeJz+/v4DW9up+fKC47YahsHAwEDHRFeNapJ2JpUdOXIE27bZ2dlhe3ubhYUFhBDE43F6enqIxWKo6sFdTgdBVE+Kgya7arSj4twlv4NFl+wOCNUtX86F28l7W13IzSw7J9s6OTlJNBplbm6uk623DVmWK1YdlAk2mUySSCSYnZ1FlmUCgUAlGfO8SzEOi2XnJKaaoR3yKxQK9PT0dFWc94ku2R0AnJIS5+ZoN3MKeyS2X7Jzsq0vvvgikUiEdDq9r8/Q6X6gLKHe399fsWANw2B5eZlUKsXly5fRdb0S7wuHw8/05nSzpvazxrMiu3q4kd/t27e5cOFC5ZiuinNn6JLdE8BrylcnZNduz2v9cZZlcefOnUq21XEh220rexpwyK1YLHLq1CkKhULF5U2n0wSDwYplGAwGPW/Ow1KU/DTd2E5R3eHhrNlVce4MXbLbJ5rVznVCOM6x1eoczY6DWrfVybZWH/ckOMh2M7/fz8jICCMjIwghyOVybG9vMzMzQy6Xq2R6e3p68Pv9Dft4Ehy2BMVBE49bqUtXxbk5umTXIdqpnWvXWuvkWIeE6t1Wr+MOGyRJIhQKEQqFKpneTCZDIpHg7t27NZneZomYdnGYyO5ZxC/dyK+r4lyLLtl1gHZr51plTqvRrhUohGB9fZ1IJFLjtrqt10zWvJ39PAuylCSJSCRCJBKpZHpTqRSJRILV1VUA0uk0PT09xOPxA830touDcD9hfzG7J0W1ywt7165hGMzMzHD8+PGGvt4vdvLrkl2bME2TYrFYuSiaXRiyLFeeqK3QjmWXyWS4d+8ewWCQF198sem5D6tl1wqyLBOPx4nH45WSC5/Px/b2NnNzc0iSVHF5Y7FYSxI6TJbdQZDmkxKmQ36WZZFKpZAkyVXI9ItZxblLdi3gxELW1tbY2tri9OnTLd/TaTa22bGO23r06FHS6fQTlai0u58nff9BQFEU+vr66OvrA6BUKrG9vc36+joPHjyoJEN6enqIRCIN5z0Iojooi+yg9nJQVqZTtuKl4gx7ii5fTCrOXbJrguraOUfmpx0cRDbWybbats1rr71GOp0mlUq1XO8wkNXTsCw1TWNwcJDBwUGASqZ3cXHRNdN7mIqKD4KonvZe6jO98MWn4twlOw84SYgnqZ1r99j6dTOZDDdv3mRiYqKSbe2kN9bruHZvmOftBrdz/vpMbz6fJ5FIVDK9APF4nGg02pDp7WQfB2XNHIRl1ypj3w7a0TSs7uAAb/KzbZtQKPSuIb8u2dXhoGrn9mvZeWVbD4LsDlOCop19dHJsMBgkGAxWMr13797Ftm3u3btHsVgkGo1WLD9d19ta92mUjOwXB+VS74c0vcjvypUrlSLnd4Pl1yW7KjSrneskw7qfmF2921qffdyvnl316+8VSJKEz+cjGo3S399fyfRub2+ztLSEZVmVnt5mmd7DRnYHFbM7iALnas2+d4uKc5fscJdLr7/IO62d68Syy+Vy3L17t6I24naDHYRl1w4Oi2X3pKgmqupM7/T0NJZlkUwmW2Z6vxjJ7qCk+av341bjV63i/MYbb/Dw4UP+6T/9p0983ifBe57sOqmdO+gWMIBsNsv6+jrnz59vqlTyrMjuIPCk53/ayQW3TG8ymWR9fZ2HDx+iqmpF7OCw4KCzsU9zP/X30fr6Ojs7O098zifFe5rsTNOkUCi0lVp3apTaQTuFwpZl8c4775DP5zl58mRLSaZOyK4eQggePnzIyspKpUuht7fXNXZ1GLK5B7lOO9A0jYGBAQYGBgAoFosVlzefz5NKpSqWXygUei7W3mFyY6F8/bZLmtlsllAo9MTnfFK8J8nOcVs3NjZYWVnh3LlzLd9zkAkKJ9s6Pj6Oz+dr6+bp5PzVMAyDGzduEI1GuXTpUqVF69atW1iWVbmJnWLeLxY8iQvq8/kYHh6uWP39/f0VlzebzRIOhyvfWyAQOOCdu+OwubGdkF0mkzkUlvJ7juzqa+eeVobV69jl5WXm5uZ44YUXiEajzMzMPDX3NJlMcvv2bU6cOMHAwECl/zQWizE9PY1pmuzs7FRKNlRVxTAM0uk0fr//0MSr9oOD6qCQZbmS6R0bG6v09G5vb3P//v19Z3o7xWFzYzshu1wux+Tk5BOf80nxniK7ern0TsiukxvHjewct9WyrH1JMnVCdkIIHj9+zMrKCufPn/csslVVtSZ2VSwWuXnzJmtra8zOzhIMBiuTx57l8J3nHXN04EaY1T29k5OT2LZNOp0mkUi4ZnoPylruurFPjvcE2R1E7VwnqE9QVLut9dnWJy0pqYdpmuTzeTKZDJcuXeroZvP5fAQCAaampggGgxVJpocPH1IoFIhEIhXye1oWjIPD0NfaTk+rLMs11rJlWRVr2VGMLhaLJBIJYrHYvsnvIMnuIEQVOtmP4/o/b3zRk12121qfhOgk6dAJqq21erfV7dj9iHe6wdG5U1W1rThkM9RLMtVbMLZtE4/H6e3tfaKb+GnheQkBKIpCb28vvb29QLmt7dq1a2xubvLo0aNKptfp6W2XMA6qDKYTi+yg1umS3VNGu7VzT8uysyyrkgRoJsnUiWXX7LiVlRVmZ2d58cUXuXnz5r737kW+9RaMM39ia2ur5ib2+/2Hxg19UhxE14KiKPh8Pk6ePAnsZXqXl5crsdF2Mr3vdje2S3ZPCfVua7N6q6dh2WWzWbLZLJOTk55Fwg6eNGZn2zZ3796lWCw2JdWDRv38CcdVW1tbY2dnh5s3b1YsnE4zloelif9pzLFwMr1OttcZUt4q03tQ7udBZmO7buxzRrOWr3o8jQJcx20NBAJMTEy0PL4TpeJ65PN5bty4wdDQEGfOnDkQN2e/34nP52NkZIRIJMLjx4+ZmpoikUjUZCydeF8782YPS8zuaUozVff0OpnebDZbk+l1pOsNw9i3oEH9fg6qqLjduG2X7A4Yjtv6+PFjhBBtEc1+LmSvG8DJtpqmyWuvvcabb77Z1nrtWnb12Nzc5N69e5w9e/ZAa5gOijCdeN/ExESNCnH1vNnDGu9z8KwJU5IkwuEw4XC48r05Q8rX19fZ2NggmUxWLL/9WHrPw43N5XJdsjso1Ld8OROXDhrVDdDVaJZtbYVO44ZCCB49esT29jYXL17E5/O1/d5OznGQqO5NTeYyBFSNdCpdE7R3XN6DuineDZZdK1THSU3TJB6PI8sy29vbzM/PA9QMKW+HfJ5HUbFlWW1Z808b73qyc6udKxQKT+VcDjFVXyytsq2t0InbaNs2V69eJRKJcPHixadS9/Y0XPv1zDbf+0c/zx8+eIutXK0AqSRJyEhoioJP1hgP9vOlw6f571/4coLB4L47FA4L2R2k6KaqqhWLGPZ6ejvJ9D7romJHFOAw4F1Ldl61c50UCneKaius3m3db/C4XcsumUySy+U4efJkRa33sGE7n+b64j0uz97iU2tXWElvcXPlEbdWZxF4C4qawsa0LPIYJAtZbiUe85/u/D5xX4jT8Qm+5uSX8Ldf/CC9vb3P1EI4TNLubhaiV0+vk+n1+XyVOKmT6X1eWd3D0I3zriS7ZrVznejOdQqHSB23dWxsjImJiSf6IVtZUkIIFhYWWF5eJhgMPnWia9eyE0Lw8au/x89f/l1mEyvkjELD36v5TZIlcL4mG5Cq3GWP0yWLWT6/dpfPr93lez73S7xv6CT/6MyHOTU6XYn3ed1wh8UqO4iMLrRHLtWZXqAh0xsKhcjn8xSLxcpQnf2iEzf2MBAdvAvJzrHmnAux/ovcTzlJuxe1LMusrKywsrLSltvazrrNsrGmaXL79m0UReHSpUt84QtfaLnHTs69H6ymtvjYZ36SP3jwFobpPkGtnugAhF37QkgPkDXynkTnQJMVZEXGsEz+cuUO1xKznBqY4B+d/UomlDi6rlesl3A4XPnMh6V85XnWxwUCAQKBAKOjo5VM7/Xr13n06FFNprenp6fj2G+7ZGcYxnMZg+mGw7GLNuDlttajU7JzrLVWP5wzgq5dt9UrmeF2nJsb61iPk5OTjI2Ntf4g+zh3s/e64Z31Of7az3w7+VIRCVAVBUvs7V2TFEqWSUuekaBQKu4RnYQr6WmKiiXZmNZewilTzHNl6T7fl0/yuX/0E0g2lYB9JpMhFArR29tbSVY9CQ6LdXgQ6ziZXl3Xefnll2syvXfu3ME0zYr8VzwebxkuaJfsDktfLLxLyK6T2rlOs5uO29vsh8tms9y4cQNd1zl+/HhbTyq3ZEa7+63uhmilc+eGp5Fk+ML8Hb72E/+C4q41JwCz7qFSki2QJEI+H3nLQNiiwaKTZAlhixqSdIhOVzVMycI2y7+zoiqYJZcHl4DFrXUu/NhH+fd/85/w4ZPvqwzeyWazJBIJMpkM169frwT027mBG05zyGJ2B1miU53pnZqaqvT0Og8OIUSNenP9udu1NDOZzKEoO4FDTnZO7dy9e/eYnp5u68fu1LJrRY7V2dbFxcUDl2avJiZnQEyhUODSpUv7DsZ7kV07N53be//g4Vt88+v/mpLlXdLjkBhArlTce12RaqzXevKrhuMWy1r5JrKxkRQJxG5Wz64ln41Mkn/w6/+WD528xC98/b+sqVNLJBKcPn26EreqLtVoFe9zcNhidk8z9lXf0+u0AzqZXkVRKqKvkUik7c91WGrs4BCTXXXt3ObmJtPT0229r9NsrNfxlmVx9+5dSqVSxW19GtLszpqFQoHr168zODjI6dOnn2rSoxP8+s0/4ds++e+xbO8HSDXRNUDskYawdo+RynuM+UPYkiBdyJVvHkXGNm3sUvk7NnD5ruUygQJgg2Gb/M7dz/H/+70f5//8yv+59lBZrlgnUCu/7gzadm5wt77Uw+TGHlTsr13UtwMahsH29jYrKyvcu3ePfD7P/Px8Q6y0HtlslmAw+Mz23QyHkuzcaufajRHsx7KrP95xW+uzrfuZGtbOccVikStXrnDmzJnKk9UL7cYB3ciu0/f+1Fu/zXf/4c+WLSxZIuILkjZyFQJDtCC6yqLsER1U3p/MZQCQVRlhCYQkyv+2Re3xu6j8zSz/LRIIkinlwYaPX/k9Xhk9wTe9/CHPz1pfquHVl9rb24vf7z8Qa+qwNfDvF7quMzQ0xNDQEABf+MIXUFW1JlZa3dPrfG/7dWM/85nP8JVf+ZX3AAX4GSHE91f/XZKkI8DPAQNAAvgfhBCLzdY8VGTXrHbuIOc/VKOewJx4mVu29aBnxwohmJ+fJ5vN8oEPfKBlRqyTpEc12TnlKzMzMxWVjd7eXqLRqOdaP/Dnv8yPvPFrNd97upir+5C755MlfKpOwSjSgHqiq0PA7ye/WwQuLFFj/cmKTEQPslPIlC3lOlJN58v70TQVBHz7p3+Uc4PTvDxyvK3vqT5b6SgQ3717F8MwME2T7e1tdF3fd0bxIN3PwxI/hPL1PTo6WpPprdY+DIfDrK6usry83DHZWZbFt37rtwJ8JbAIvCVJ0m8LIe5UHfaDwC8KIT4uSdKXA/8W+PvN1j00ZHdQunOd/piOG+vmttbjIMnOMAxu3rxJMBgkEom0lfpv1z2tPs6ZRyuE4LXXXsO27Urh6d27dytqxI46iSRJ/NCbv8Yv3fljfLKOSb5hfSFE2aKzRKVYuGAUKwQFYFs2ET1IKp/13KesyxWiazwJ2KZNjkL5N23ys5ZK5VhixB/k7/7yd/Hmt/50y++oHpLUqEB89epVstks165dQ5Lcxy22wkHF7A4CB2Ud1l+Dbj29mUyGz372s7z++utsbm6STqf58i//cr7yK7+yZVfMm2++yfHjx3n06NHM7vqvA38LqCa7s8C37/77T4BPttr3oSA7R3fuIGvn2oUsy2SzWe7evduySPigyG5nZ4dbt25x4sQJent7uXLlSttrdkJ2+Xye69evMzo6yvj4OKVSCVVVK+6IEIJcLlejTvIzj/6Q3126gmlbWMXG77ya6Br/WCYoKCcZ8mYRWd27ueRdxjJNC1mTsY0W36UEtiTA3rUOd2N9Xm5zoWRgWTZ/65e/kx9+5VueyIpxJtxPTU2h6zqlUqnSkP/gwQPX7gQ3fDGSXat1ZFkmGo3ybd/2bYTDYYrFIhcvXuSP//iP+fIv//KWZLe0tFQv5LEIvK/usOvA1wL/Afg7QESSpD4hxJbXus+V7J5W7VwnyGazrK6ucv78+ZZFwp3G7OqJyXEnl5aWKrMhbNtuO5nQSRzQkQV3VFG8srPV6iT/+2d/mk8vXsYWdoW06vcvyzK21WQPUtmttUt2Q3rB2rUCFZ9S+V/LsDwLixVNqd2Hk+xQGslWUiRQQRIS97bm+dfXf43ffPVV7322gWpXWNM0BgcHKx0sbvE+x0KuttIPSofuIPA8VIozmQyDg4N82Zd9GV/2ZV/2xOeuwncAPyZJ0rcAfw4sAU1J4rn9Cp3Uzj0NsnPc1lwux7Fjx9pq4u+kFa2eGE3T5M6dO8iyzGuvvVa5WDqJMbbjxjrxk/n5+Y5UUb7rj3+Gn736O3vrVJOJVCYeJAigk9ntfFB3i4grhzllIk1idLJWzrg6BCfJEtFAiFQ+W/M+RVdcCbeyt11SFVY5qYEEtvPd2PD5xD1+5I1f59s/8N+39fldz9Mk7ucW70skEjUFur29vZim+VSUafaDd4u809jYGAsLC9UvjVMmswqEEMuULTskSQoDXyeESDZb95mTnRCCYrFYcalaER0cfAtYdbY1GAy27e7IslyReW/nWIfEnG6IiYkJxsfHa47rxNVqRXamaXLz5k2EEJw7d871JnP7Xv7DF36Dn7366crf7ZJdIThNUTF2Qwy2YZOpiuGZwirX0Tl9r1VurBvqia58QkjlspW/t7OO8z5hCXojUZKFTGPZiCX4wc//Ci+NHOUrjl1qvpbXKdosG6mO9x05cqSmQHd1dRVFUchms5Wk0PNyaw9K3qnTYTuddlBcunSJBw8eIEnSNGWS+wbgm6qPkSSpH0gIIWzgOylnZpvimX7rTu3c/Pw8a2tryLLc1sV0kIXCKysrXL9+nbNnzzI5OfnUZ8eurq5y48YNzp0710B0naLZ+TOZDG+++SZDQ0PEYrGG77XZQ+UnL3+y5jhZlZGVcvbTITrPHlZR/s8u7dbH7ZajyJqMrMqVvIKsuhBd/VKWQJbk8vvV1pemJEukjJz7sQKEgH/86R/ad83hfmvknALdY8eOMTIywtTUVCU7efnyZa5fv87CwgLZbLZt0YWDwPOYGbsflWJVVfmxH/sxgN8H3gF+TQhxW5Kk75Uk6Wt2D/sy4J4kSfeBIeD/aLluR7t4AlTXzqmq2raFBAfT71qdba3uTlAUpe29dJoVXlhYQJblJ+qGqF/T7cJfW1vj0aNHlfayrS3PGG0DfvWdz1bq3RRZLmc2604hq7JrsgIoZ2Ntat5T3SYmSRK9kQgpI1d2NUveDwvFpzS4spbh/X07lqCE5CohZVs2ebPIT1z+JP/zpb/juY4XDqpdzClero73JRIJZmdnyWazlYb8+njfQe7D2cu7ZdjOV33VVyGEOFn9mhDiu6v+/RvAb3Sy5lMnO6flq1QqVZIQqqp2JLCpKArFoksNlwec2JpDMF5Fws6xB23ZFQoFlpaWiMfjvPTSSwdaZ1VfP/fgwQPS6XQNoXYSB/yJtz5Z+bctu6iVIDyzptVdD96bhnQhh2WWSUtS9qw2u2SXSVGCWChMulBbxyds4ZnEkLU9r0AIgaRKlWLjqs0jbMFPXfmvz43s3NYIBAKMjY1V5k44Iyrr433xeBxVVQ+UpN4NMbunhadKdl61c4qidCSdvh/LzjneKRI+d+4csVjsidZuh+yc2RADAwOu7uSToJrsDMPgxo0bxGIxXn311ZrztHvOG+uPeLBZLjoP+HzkXYqCZVmuEFU9osEQqax3HR2AqiuY1daZqLXuZE1G1uQGoqscvpuACCo+MoVyvFCSd+OE1bDduzmEJVjLJPjUvb/kb536QNO91uNZWFOSJBGNRolGozUN+U423SnjsCzriUnvIIfttLuP94QQgJOIcKudexLyavd4Rwuu3m2tx0FZdkIIZmZm2Nra4uLFi6ytrR24YrJz/lQqxc2bNzlx4oSrmGe7lt33/OXPY1s2EmAIs8HFlGSpbFXtZj4lpdwylrfLBcRWiySCHtQoFZo/1CS5fG206q/NmcWKW1tt1dWsJTW6s0KU3ewf/tyvdUx2B4FOrcP6hnzDMFhfX8cwDC5fvlzTAdNJcg2enxu7H+Wep4GnRnYOwbn9GKqqPlWysyyrogXXSkn4IMjO6YYIh8NcvHgRWZafimKyJEmsr6+zubnJK6+84pnlaucG2M6neXvlAVB2IXcKtRaaJEsoPqUh+J+zytafrMgYmOghHUG5zcsyrAph+QIaRguig3I8EFGO15n55scLW6D6vS9Zrxo8WUg82lrk8spdLo6cbrmng8STEowT70smk5w7d65S3zczM0M+n6/U97UjwPk83Nh8Pv/eEALwCqg/TctuZWWFRCLB8ePHmZycPNC13ciuuhui2sqSZflAp5w5bV66rnPp0qWWhaqtCPx7/tsvYBglZEkmYxZq4m6SIqH5NU/3FagUFju/ryRLZSKSIKwF2MlkWn4mx5pzFFFi4XDT9zmZYjedvGawbBvJlvieP/15Pv2NP9D2+w6b2rEkNc6ZrY/3OdPGnHhf/Trtznpthk6mhVmWdWiKqp/LLp5GzM7JthqGwejoaNtTqfZr2bl1Q1SjU0GCZnDknzRN49ixYy0vnlZPb8u2+L3Zz2ObNrFwmEwxX7GGgj4/pra7b897XSC8fg4BRamEL+KjkCo0LTVR9FrrIF8qNnVnI6EgectA9ckYXlagqCpzqYJt2dxZm2MptcFYdMB7UweMg3AdvdZwi/clk8lKZ4cjceVo0D3rRMdBC8g+Kb4oLDsn2zo6Osrk5CQzMzMHmnSoP9arG2K/64K3BeDIZp8+fZrNzc2212t27p94+1MUigayKpMtFSoWnE/XMTW7ZfGyrMpYzfpad0tM/BEfxXSxtUz7LixhI2vuZS6SVC5iBrBMgeZXPeOBToa3mmhtIdAkhf/tsz/JL/3t/729DR0AnuUcC0VR6Ovro6+vD9jToHOmjVmWVdGfq5Zh2s9+Okl0HGSS7knw3Cy7gyI7t2xrJ+t36saWSiXeeust126I+mM7bQOrvigc+afV1VUuXLiA3+9na2urrTVb3Rg/d/N3sUoWfl2naJawzTLJCH3vwmxGdq0uXidxYVsCX9RHMdVIeIrmcbMIiIVD7GRqY4i+oEapiYBoPepLYmRVpqiaXF6+R9rIE9H3N4+2UzxNy64VqjXohBC88847yLLMo0ePyOVyRKPRiuXXiXvbyczYw0J08JzIbj8yTPWE5Mi1F4vFhmzr06idA9jY2CCTyfC+973vQEUD6udVWJbF7du3KwXJzuvtSjyBO1lJksQfzV5hq5ACCQzLJKD6CEcC5ERt2UmzmFizvzkJBwe2KfBFfBQzRs37KmrDLsiWCrUFxRLUn9K2BHpQw8h5TDizy+oskgAloJZdZknCp/v4nj/7OX7oQ9/qef7KHg/gRn2Wll0zSFJZBNfpsKkeuHPr1i0sy6qZ19GMzDqZLHYQMcKDwlN3Yw9qneqbt9ptPXPmjKsk1H56WL3gzIZwMkvtigZ0Mq/COTaXy3H9+nXGx8frZW7aJrtm5/6BN/8zwhKoioItBCXZpOjSuN+M0Owmjf6KKmOV6uNlAl9YrxCeJDcXIRUCVE2ukJ0voDWQHZT7Z5vF+IK6H3xSuVh6FwW7yB/MvYVlWyjywQ2w8cJBENVBWUjVsTa3gTvJZJJEIsHMzExNCUwkEqk5f7sxO0fB+LDgcKRJWqD6i15dXeXRo0e88MILrkXCUCa7djs0Wrmx9bMhPve5z7W9504l3Dc2Nrh//77nZ+uEQN2Oe7yzysPkElE9yE4+i7yrUuL6Xq/TyDR2KrQBh/BKmRLoElIzNU7ALNkEwjr5jIGoi7/t7RN0v0rRw7qzfQKfplG09v5eNEugCP7Ff/1xvu3Vv72verVOcFCW3UEVA3ut4xbvSyQSLC0tkU6nCQQCFZe3XcvuMBUUwyHQs2v3QhBCcOfOHYrFIq+99lrT1Hcnzf3Nzr+1tcXdu3fbmg1Rj05jdnNzc6RSKS5duuRp+rdLoF6k+LE//klkSSJVLMfDVJ9CqdBI9EHVV5414bG21UQ2rFnrmG0JwrEQ2Xyj+rEbDMMiENExm5CrWbLL8bk6jT3Nr4IsUaIxieHXffzR9g3+qfy1lXq1SCRSsWSca+swlZ48695YXdcZHh5meHi4IvLqyK4nk0kePXpEX18fPT09ntfrYWoVg+dIds4N2c6PmMvlyOVyjI+Pu7qtbms/SUFvdTeEkxzoFO2SXalUIpVK4fP5uHDhQsvWov1YdrZtc/3Wda5sPQAFhL0bW/OwrkzRZGRik69e01SsFp/Zsq1yv6uHsEA9VF/rMiXVp2DkquoEJZB3BULdLELbFiTtLF/IPOJrX/xgJX6VSCQq4zJ7enoOpEWrvJ/nH7OD/RcVV4u8jo+P8+abbzI6Osr29jZLS0vYtl1T3+dYffudLPaZz3yGf/bP/hn3799/iPuwnUng40Cc8kCejwkhfrfVus8tZufU2rUKYK6urlYGxUxOTj4VSahqlEolbty4UdMNsR+043JmMhlu3LhBIBBgamqq5bnaJbvq44rFItevX+d3U9cwbBNp9+7XfIpnSUizsYl2k1hexB8gmWveKysrMooMlERLYpRkCdMGWZaantcq2SiagrU7UFsP6RU32bYFuqpVZtICZIp5FF3m37/963ztqQ/WxK+mp6cxTZOtrS2Wl5crLVr1czqeJQ5K7fig3GFJkojH48Tj8cr3VR3vU1WVubk5NjY2OiY7Z9jOH/7hH3Ls2LGzuA/b+S7Ksk8/IUnSWeB3galWaz83y65Vy5ht29y9e7eSbb18+XLblmCns2MdON0Qx48fr4yM2y9auZwOib/44ovMzs62TWKdDN52Ps+pU6f48z/6ZWRVopQrl5wIWUKU3L9/00OGSQjRNF7XKMTeCEsqu2T+oEo2YzQ9VvMpSJKEHlApZJsnnMqJEQtVU6BOJEBItfsSCCQklnNbrGYSDIdrQxTOzNTFxUUuXLhQ48IVCgWi0WilResgpLta4bCPY6yfMVssFpmZmeHTn/40d+7cYXV1la/4iq/gm77pm1r2yTrDdo4ePYoQwpDch+0IwMkSxoDltvbZ6Qc7KDSzvnK5HDdu3GBkZKTitjrHt/NjderGOt0Qi4uLrt0Q+4GXG2vbNg8ePCCbzVZKZjoZqN3O55Ikie3tbRYWFjh//jyarvMwsVRptbK1sgPrFl+TJG/rrZWcU7bYOikU0HzkLQNTAkWWsJpYbIoql+mzjQecZdpoPoVQMEjBriVGy2VmhiYpFIXJT1z/JP/qS/9Bw9+rH6zVLVqOEEMikahIh1ePpnwaZHKQJPUsrFKfz8fXfd3XYZoma2trfO3Xfi1/9Ed/1Na12+awne8B/kCSpH8ChICvaGdfz92NrYdXttUhu3aepJ24sZZlUSgUSCaTnt0Q9WjHwnQjO8MwuH79Or29vZw/f76yRqcWWzPYts3a2hqGYfC+970PVVX5xJ3fxxY2lMqyTEXZLMusuxCNIkt42VCSIuES7wdAVWWsJiUpDkoVIpLwhzSyaW/rzvlGLFugarKnxelAVuUGooMyeftVnYK5d66CUUJS4Q/mL7cku5pzyHLFhQMqU8dWV1e5f/9+jct7UA3wz3tA9n7hKJ6cOXOGM2fOHOTS3wj8ghDihyRJ+hLgE5IkvbAr0e6JQ2PZVbutbtnWg9adg716PVVVOXfuXNtWYzuxj/o9OC7lyZMnKxPpq4/tNBbnBodMFUVhbGysEuf5jXt/gupTKaaLWMEWfa/N9tHkT7qmUGiiKgygKDJm1fqmAEWRXEnS79cQVQkU1a9ilpq7vYqmomsaBaPxOJ+m1ZCdLWxUSWYjv8Niep3xSK1UVrshk+qpY874ykQiUXF5i8UiGxsbxOPxfbu8h4nsOslQZzIZRkdHO1q/nWE7wD8E/vrufj4nSZIf6AfWm6393L7B6phdLpfjzTffJBQK8corr7heFAfdAra6usr169c5d+4cgUDgwDsuqglscXGRO3fucP78+Qaig85KSryOS6fTXL58mSNHjtTEG4UQ3FyfRdgCv+7DdOwlj4u2WSKgqdJIG96RrtVdbpKEP+ieoAr6ajPgzfZVWU6VUDxmV+RLjcKkwi7H7378+qca/7aPkhFHlWR8fJyXXnqJixcvoqoq6XSaGzducOXKFWZnZ9nZ2ekopnyYyK6TvTgSVJ3AGbYzOzuLJEk65WE7v1132Dzw3wFIknQG8AMbrdZ+7m5sO0XCzvEHYdnZts39+/fJ5XI1MbN2pWjaJTuHwG7duoVt201d5E7WdHuyOsmOl156iXA4zPLycuW435/7ArZkY5UsNM2H5ZSVeJyumavYLF5ntpoGBqiKRH1+oyQEqio3vL9Ut0EhwBdQKXqonciKhCTLGJb73w3TRJVlzKrv2RnJ+GeL1xuOP4jaNmcEwdGjR4E9l9dpzA8EAjVZXi8cJrLrdGZspx0UzrCdD3/4w1AetvNzzrAd4LIQ4reB/y/w05Ik/a+U/Y1vEW2YnM/NjZUkicXFRTRNa1kkDJ0Pu3FDoVDgxo0b9Pf3c+rUqRqZ+Kcxh8KpDWxVMrOfkhLYm0GRyWQaZlA4x/3SnT9AUmSkkoVRVT8nCzelX28LKuTzkcm7JyAURcZsI16HLEH9cGtJwhdQMatid5omY9iNpCU1mTim7spFCSDo85FzmVkS9vlJ5veKpW0hUCWJtVyCR8lljsX3XK6Dmj9RjXqXN5fLkUgkuH//PsVisTJ7oqenp+bB+zT2sl88q2E7X/VVXwVwzHmtbtjOHeBLO133uZBdLpdjfn6ecDjMK6+88tRr56B5N8STDL9udi6fz8eRI0cOZE2oJTGnHjAajdYkO+qPu7H5qHyBqir2btBNiPKIxHo0S04Iae/7kWWp5j9Vk8nlWusTWh43XEmUCa60a1XqPtU1D2JZwrPmTq5SUfHpuivZlVyyssIGZPipG7/ND3zw/733+lPufKgu1J2YmMC27crsicePH9do0R2EwvDzUCneL9k9LTxzN9ZxW8fHxzu6oPZLdu10QxzkHIrHjx+ztrbGhQsXuHr1altrdtrg7xQjHz16lOHhYc/13lp9h7RZQJYk7Kr1FUl2J7XqYxQJXVdRNRlJkVEUCTWoY7jcwLouYxh2U1dWkqBkCdcyknItnUZpN64mZPeeXcC75q6qti7nEp8DyBoF5DoFFcuykSWZv1y+WXOsEOJAGvjbXcMht56eHqBWiy6RSGDbNv39/S1dXi88i/7aeuRyuUMzfwKe8dzY6mzrzs5OR/NN90N27XZDHIQba5omt27dqsimd3KjdJKNdYjOmRHrdZwQgo/f/owrZwRlnQKNhBALh9H9RWxZQuySkvNJfYpGwSq6P5wkiUDER3rbu+dV1xTsJg82wxbouoJl2Zh2E0UUt5kmulKryiFsz1IVTVUoVhdTizJPrua2eScxx5neqfLLT2mMYruo1qIrFAocOXKEdDpdcXmr5ZjaiTU/j5az95zqiSRJlRKP4eHhhiLhdtGJbBOUfxSnGrtVN8STurHO55ucnGRsbKztPTpoJxsrhKgEtv/KX/krTdvsKpbd+jvoikS9oG+prr5RkiAQ8WHIAktpvJCFEOSalH3YAmxVxh9QKXgkEDRNptgsmSuVZ1iolo3VhCBsW6D7VIzi3nlioSC5Osc36guQKDW2rimSAnVCBkIAEvzMrd/lhz74P+++djh06Jy9hMNh4vF4xeV12rMc+XUvOSYHz8uNfU9Zdqurqzx8+LAh27qfCWPtyDYJIVhcXKRQKPAlX/IlbcUMnsSNXV9f58GDB7z44ott6dzt5/ymaXLz5k1kWaa/v79lP7EkScxn11jP7aCrjRd+1tj7HmVZwh/VkWQJo+ROVAFVI+dSu+bAyTkEI0GKhZRrVYvkkpyohynKFmCr4uRgQKshuwIl6mtf0qViQ/YVIGcYSFJt5Y0wBajwF0s39l47xGol1eQGe3JMi4uLpNNpQqFQ5e9O2Oag3NhOyK5QKOzL5X5aeOpDsrPZrGeR8NMYunP79m0kSSIWi7UcLdfJ2tXH2raNEIKHDx+ys7PTVJapHTSz7BwxzyNHjhAKheoLLj3X++Ty59DUxmC+KskYu2SiKGWiQ5YJKjqpkvvDxKcq5Dy4TlWkiqtcFBY9MT+JZOM67Q4DKyuYNL8uCqZVIayArmG7FPkJIB4KsplunFamqTJGlYvrZGW38ilubD7kpf7jB+bGHpRl12wv9XJM2WyWRCLB3bt3KZVKxGKxfSn3uKETsjsogj0oPNXiHUmSOH78+BMXCbdzfDab5c0336S3t5cXX3zxqXRcOMcWi0WuXr2KEIILFy401Z9rN/Hgdv7NzU3efvttzp49y+joaEdZ289v38OnymDX/sSqVN6Pqsr4oj5wbsYm+zRdWrAcKHU3s6HJjcXDQKmNfSuyhCXL9X38DbBsQShU/s41n/fBzozbBriU3ZTdW/iZW58uH/KcY3b1aHcdSZIIh8NMTk7yyiuv8Oqrr9Lf308qlWJra4u3336bubk50un0vspR2nXND9tkMThE7WJPcrxTVPvCCy9UXMmnRXaGYbCwsMCZM2daxgIdi63V082tfs6RyLl48WLFQm2XPN/cfIeUlcWnSpTqvgNJCEJ+FTmoY0t7axmWN6HZTc4Z1gMkjb3EhEAiHPOT2NyrZ9M0uab1ywuqKoMkEfTrZPLNW8PkXfe8We2dYQlURcasKzkpVVmGALIk0RMIspnP8JdLtzDM0qGK2T0JHHl127YrYgaJRIL5+fmKkrDj8rbjCXUyMxYOz2QxeJeTnVs3hINOCKzdvSwvL7O2tsbExERbElD76aN1XHFVVRsyyO2S3c/f/wy6KiOEhF0nxKlqMqYu1xAdNCc0t/q0yt9Eo/VUlCQiQY30rly6rsk0p64yFFXGAmRNghZixnnDRtcVjN3kghd6Q0HWU7WurAB6AyESuSyaKhOLBDDkEj2hAIlMjv9055N809iXHyrL7knhEK/P52NkZISRkZFKGVP9kO1mQ3ferZPF4BllYzt53Qv1hOTVDeF1fDM4IxK94AzcKRQKbYlsVq/bSbFwPp/n+vXrjI2NNQzbqT6uGRbT6zxMLaHIEgH8pKpoxq/JWKrsGkDz7oAQGE007LzeJgc1pHwJIXZHO7YRtAtoOhnbpCgg6FPItVAz7o+F2Tab02jOcv970SzSGw4idFEh/rDPR6ZQ5JMP/4JvHP2rXxSWnQM3kpIkiUgkQiQS4ciRIw1Dd1RVrVh94XAYSZLaJrtCoXBgccKDwrti4A7UkpfToXD69OnKgJBmx7dCM1JylH77+/s5ffo0y8vLBzq5zDkum81y9epVzp49Wyks3c96P/T2L2GIIrIE6eKeeSRLEPYr7LjUnsnQ0LPqwKfI5D2+RwkqyY56mJJEPOZnO1koT/Fyaf+qR87ey6rqemuyUzTbU3LKQcG0CfpUcsXaA3vCIQpSqSa5kSnliYd8JApZ/nTtbS4Ej7fcczMcJuumHeKtH7pTLBYbXF7DMDyvz2octho7eJeRnWmazMzMsLm52XI2xEG4sclkktu3b3Pq1KmKCmunyYxWlpgQgo2NDba3t/mSL/mSpp+plWWXN4tcWb+PLO9mwo09Uo6HdCSPaz2oaBguRcYAapNsgU9TKDVzf1UZTa2VdfJeS64hngLNxT0loChLhHSFbAtpKb9PqSG7cFAlJ5XwKVLNGElLgF+R8SuCjz/4DC+e+UdPRFiHybLbj7S7m8v7zjvvMDc3x+zsbKWdLRaLNVh7h22yGDxHN9ZBuxeTZVlks1kMw2hrNsSTWHaOcvHy8jKvvvpqTa1Qp1PDmh1r23ZlYtrg4GBLs78V2f34jV+rSKPLQqp4jhGfUh6b6AHRZFpYM/hUmVKTFjEhSURjPlIehcbVCOk+slVKJwKJcEBlx0OOPRJQsYGQvzXZ5c0yjQog5FPwBXQEoMkaxTo31xIWsi6xXkpwd3OWZDLZcRC/8hkOWQN/J3uvh+PyBgIBjh8/jq7rJJNJtra2ePToEZqmVb6jUChELpfr2LJzBu1YlsVHP/pRPvaxj9Xv4d8Df3X3/waBQSFEvN31n6tl124AP5VKcevWLTRN4/Tp022tvd8WMMuyuHOnLHd/6dKlhr0dVB+tM492eHiYsbExlpdby+i3shR/7/EbZHa7BpxhNpoi4dudtOXViN9MlLOpbHqrGhFA9qmEBWTq2zjq4Nc1smatdWm7dHNUjvepFCmLCLRCyRJEgzrZQolgSK9Qe7ZkVEjQgSlAk8CnqfzX7GV++kP/kkwmw9bWFrdv38a27RqLptlD9yAsu8M2f8KJ2dW7vIVCodLR8YlPfIK7d++iKApra2ttJfOqB+2Mj49z6dIlvvM7v/Ns9aAdIcT/6vx7V5L9fCd7f642djvW1+LiIrdv3+bll1/uKOXdSQuYs498Ps9bb71FLBbjhRdecCXhgyC7ZDLJlStXOH78OEeOHGmbmJtZip989CeYtlW5cUu7QbhYUKs035sexNU029rkb+3YHJoiEQ0HWhae5OxGN9oQEAu4W7ul3QUNWxDxtQ6Yy6rEUG+4phVNAH619r2mLRBCYAmb+9l58laRSCTC1NQUr776Kq+88grRaJT19XUuX77MjRs3WFpaIu8yC/cwla887d5Yv9/P6OgoL7zwAv/m3/wb/sbf+BsUCgW+8Ru/kfe9733Mzc01Xbd60I6u63zDN3wDlAfteOEbgV/pZO/P1bJr1jLmWFhCiLZnQ1Sjk15aWZbJ5/NcvXqVc+fOVeYLeB37JGS3uLjIwsJCjXu8Xz27avzn+7/LTtVga8MUxANajRqI4UFcRQ9XVJGkpm5qO7G4oKaTLpUYigVY3fGuJyna7jUkmi4aylDiAV+NqEDAr5JuYw5t0UWxVJd18vUn2F1aSBY/fuu/8B2v/L3Kn1RVZWBggIGBgUoGfWtrq6ZBv6+vj3g8fqgsu046H1rtp9U6iqIwMjLCl33Zl/F93/d9ZDKZliGa+kE74+PjAK6N5pIkHQGmgc92svfnGrPzahlzGuvHx8cZHx/f19Oxk17apaUl0uk0H/jAB1rGNfaboHBUX0qlUgN5P6lS8c3NByQK6T29OlvgVxQUrfp7E65lIqoEBQ/O8qsSHu2yQDnT2Qql3SysqUr4VZWCy+8d1BUsD9sva4uGREUsFCBZZQka7ZS16CoRv5+NOgssbRRQkLCq7FTLBlUGhMSfLn2hhuyq4ciwB4NBJiYmsCyrouYzMzODZVmEQiF6enoIhUL7uo4Pm2UH7ZWNVWdjn0Ki4huA3xBCdBRsfq6WnZsbu7a2xqNHjzh37lyDTLvjxnUyGKcZnAZ7TdOIRqNtBXD3k6AwDINr164xMDBQUX2pP65dy84NP3nz18iae1ZdRA1iyEWsqsJhyYNMdFmm4KHRHtb8pAuNvaVQTk40Kb+rwCEiG+iJaqwkGsnOpyvkGl5l930S8ZDGVpWScU7UWuwlWxANqE0TIYoqgdT4OW0EEV0hXZXkKNkCVQJbgoyZ43ce/yV/48gHmnzK3XPsdis4Dfqzs7Pk83lmZ2fJ5XJEo1H6+vo6mjd7GMmuHXQq3Fk/aGdxcREaB+04+AbgWzvd06EhO6cbonqeaj0comnnR2sVD3R04aamphgYGODtt99ua8+dWnaZTIb79++7ThXbz5r12MwmWUgtUKhyUQO6IF+npyQ8ImzNvknT9i7Y9WkyZgu20xWpppa4AMQDOsm6VjBZkTxnYgBYVa542K9iuEzM8+uKJ9lpu5noomk2JCQAFEmlQfaJsjfrU3R+5eHvtkV29VBVlZ6eHkZGRrBtm3Q6zdbWVuWm7u3tpa+vz1OWCZ6PDt1BIJvNuhbGe6F60M7Y2Bivv/46NA7aQZKk00AP8LlO9/Rc3VgnZud0Q/T19fHqq696vkdVVUzTbKteqFnQ37EeHQFM27YPdHKZg0wmw87ODhcvXmyahm9XvLMexWKR7/uzHyOPUWn3Cms6GdeugkYdNwBd9uFVmesV4wOn/q75ngOaUnNGSZLwBVWoJztZbVp0nLch7FPJFE1CfhW34ETRsl2JDMrvlSQJG+gPBNnI19qRacNAppZvFUnFxiJTKmKLDR4m5zken2z6eetRTVSyLBOLxSreSr0sk1d5y0EppzxrBZJOS0+qB+1YlsU/+Af/gOvXr9cP2oGyVfd6OwN2Gs7R6RsOEoqikEwmefDgQdNuCAedWlX1pOQMqEmn054DatpZtx2hzfv375PJZDh69GjLH73dUYrVSKVSXLl2hWXWscXezdDj01h2qU0TLkofAFkPWSeAfMmb1ANagB2jURyzGppLUbABjMXCLO2U3WNJgrTZqEfXcD5/mexsj3IXU5Qzz8lc42f3Vamw6C7lLJZodGXzlokul38bv+rn/7r1y/xfH/jOpnusR7NsbL0sk9OjWl/ecpjc2E5nxnYaq6satFN9zu+u+//f09GiVXhuZCeEYHt7m0wmw2uvvdZWH92TzI41DIMbN24Qi8UarMdOAsetyK5UKnH9+nXi8XjbyZVOyBb2VF5+0/5z8iJXscBiuo+ScMlAC0HWRWlYCEHeI8mgy1BoUsSWM1snf+T6gQ+7MDQbXZExLJuwT8VoQxElKwQRv9pUUMCvq+BCdnIVQWZKBVcLsP7/20IQUgPkrCJpI8/9nTmWsxuMhtxDEW5ol2Dqe1RN02R7e5v19XW2trYqiZD9zp+Ag3Fj383DduAZ1Nm53eylUom3334b27aZmJhou2G4E3Xjajd2Z2eHt956i8nJSU6cOPFEtU+tBlU75zl+/Hjb9XPtWqxCCIrFIktLS1wN32cpt44QgrRRzkxGdMV18pauyK4FxQFV9ezP92vNL+p2MrGa5J7wsQQMxst/C/raC9RbAvpjzS3kvGk2aOFFfErNkB9LCGIu58yVGiVAnbVKtkCRFH7kxi+2tVcH+62zc8pbTp06xYkTJyoW3v3793nzzTe5f/8+m5ubHc9kea+T3TO37JxuiKNHjyJJEul0uu33djorwrIslpaWmJ+f55VXXjmQxmQvK8yJAzqDqp09tFPr145lZ1kWN2/eLM+DGDH5o2t/iSxpWHY59dDj82MK07UMw6vRwScL3HOtoDa5SX2q7CkAUI2s6V1XlxMQ9avoqgaGh8hmHfy6wHPWI2VXtj+ss16VuY36tQarLaL7SRZrF7KFIKIppKtc922jgCYBkoRhlbi1/YDNfIL+QC/t4KBcR5/Px8TEREN5y+zsLKqq0tfXV2nTeprCA518nsM2WQyeEdk5N7NTUPvyyy8TCoU6fjp1Oig7nU6zsbHBpUuXOm6CbrZuNRx59lQqtW9NvVYXaD6f59q1a0xMTLCUXuUnbryOKvnIWXkKu99HSJMwBa5uqdcOlCbnDakBNj2cxqCukHJRT6lGoFVpiiQRCetkPSSY6qFIEkXLboit1UOtE/MMaD5ydVnltJFzT2bUfR2mLegNBEiXihQsG0mCH731n/lXl76trT0/jQ6K+vKW6jatbDa7r/KWdtGpZfeeVD1xBCnruyEOWprdgdN3KkkSL7/88lN72pmmWRnV6JZF3m+WtRqO8srZs2eJxqL8b7f+LaZtoSs6WJArWfQHApjCAuHeEubVJuYUz4Z1haCuoCsy0u5cHJ9iMqkGyjlcW2CYNrmSRaZooStSUwsLIKjLFFvwvIFE3B8gm/GqsttDzKcgkBgI+EkbXvYopEsWqixh2gJZctrQan8XU0CPXyNRqP0Q2ZLVQILyrly7Lcre8JXNO+wU08R8ra2WZ9FB4bRpjY6ONi1vOQhBgU7ILpPJvPcsOyEEb7/9NoODgw0Be6eUpF20Q3aJRIJ33nmH06dPc+/evY6IrpMncTab5fr160xPTzMyMuJ6zH6yrNVwXHCntey7Pv9/UqCILvvJlHLYQlC0BP1yuahESO4XtJu11+tXiekKfl2ufGYTyne6gJwlsJHKpSOyhKLLRHSVSFAQ1mU2C81/B12WdlvAvBHSJFSlvYddr7+cLMiUiqiS5NmqZgsYCQdZSGUZCoXwsmvdQpK2gLAukzH23rNdzFXCAKYFYPITd17nY+f/p5Z7fta9sW7lLdvb2ywuLpLL5bh9+/a+1FscdEJ2xWLxvSfeKUmSZ+3cQVp2Qgjm5+dZXV1tqXXntXa7tUilUolr1661HJ+432Jhp3TFkZtXVZXX73+Kd5L3d9ctT/SybMFgIIi1WyfnVhYnIxqSCWNhHU2CvOV+M/o1iaxXJlaS0GSZ8YifxbR3RrbP10/a3Gj6OeO+IDtGnpGQj5Vs87idtNv9YNqCoZDKUsbbtJTU8t51zaLkkek1bcnVla3vNClaNv1+P1nToGjZKLLMf1t9m2wpR0gLNt3zQVl2+w3BOIO2BwcHyWQyTE5O1pS3OH28rdRbqvfS7uc5qPrAg8Qz2Y0XgRwU2TnB+0wmw6VLl/b1RGkn+SGEYGZmBsMwuHTpUss5sfshO9M0uXr1KrIs88orr6CqKjc37/Kbs7+7uwlI7Tb8Fy0bVd5b360sTq2qK9NkiamoD0WW8TXJtupNLlIJMGyZqC9MVG9ys0utb9DhQLnPezw83PQ4RZLIW3segF9pPrZyu1jCryieYqUARcuix9/4HeRcvkRNKX8WAYS0IIZt8h9v/1LTPcDhUT1xHuJOaYuj3hKLxWrUWxYXF13VWxx0Mn/iMOK5Uu9+BmXXH5/L5SojFM+dO7fvC6OdQdXXr1+nWCwSDAbbmhPbKdk54yDHxsYqJTJCCH74xo9j7fY8q6hlT1MIwpq/ItYpdl3aeui7MaeorjAW1itqwM2k6I6Ej3n+bTTYT8k2yVgZXu53bweSgNV8ouXnzZTKsbel3Aov9B7xPO54bKxmINB2sUiv35tMbWA05m8ZMwy4TCazBISripAjukJAtSrny+3WK/7Z8lV+/t6vNl3/IIZkP624X3V5y6VLlzh+/HjFo/Aqb+lUOeWwSNI7eGbZWDd0UkoCjWS3sbHB/fv3eeGFFxpEAxy0+3RtVhPnDKqenJxkbGyMN954o611O0lQmKbJtWvXGj7LHyx8tmLJSUBmN3upyzpGVYuVT9Eo2Y1PZROL4ZCGLtfKnitouLWPARS85q0C/cEeNopbADzOP+ZszyR3tudrjulRwxSs5kXHqqSwlt9zc4Oa93fZH4iQzqzXvHau5wR/sfKO53s0TVAoNf99vMKOkiQR1RVifgVVlhEIegM+gppMsmDil3UKdok/XPwccT3C35n+Ktd1DsKVO0jLzgte6i2JRKKmvMUwDILB5q77Qe35aeC5tovtd8KY404mEgkuXbrUckh1O+fxIl5nuE81CbWrsNxugmJ+fp5iscgHP/jBhsDxb8x8uvLvuC9EzizXJQZVmUKV6WK79LdKQI9PIeeSAxKmDq5dprCa87bK1DrfUPeV8Ckaxaq5sz1aiDXRnOzGw4NsG3sEtphbdiVOAFs0lqfMZ5bRZbWG8KvRpw4Q1W2WspueeyhaNkNBP2u52r1GdBlfnahnmbgkeoMaKjJGvqx0/Pqj36HX38P/c+RLGvd9QHV2T2ohddo94VXesrKywtraGjs7O03LW/L5/L47PZ4mDh/9NoEjyPn2229jmiYXLlxo6k4+6RyKubk5Hj58yMWLF2usrU6mhrWaQXH79m2SySTBYLCB6D67+GckCmVyGwgESe/2ovoVhUJd7Vh9eYkqwXhEw03TMqD4SJgp1z1FlABJw7vQu1pKCiBR3Ob9IydqXuuPxj3f76DP31hdH/E1PnsVSWatsN7werqU5eX+ade1R/19bFpbjIaa91oDjIVq44WjoRC6IhOtu4kLllmx0i0sBoM6trBRJZWfvPPLXNu61bD2YYrZPckaTnnLwMAAJ0+eZHR0tKIadOXKFWZnZ0mlUpXvZz+TxT7zmc9w6tQpjh8/zvd///e7HiNJ0kckSbojSdJtSZL+c6ef47m6sZ2iUCiwubnJCy+8wPBw86A27JFdO8WV1cTo1AUqisKlS5caLpR2121GdoZhVEY0Tk1N8fnPf77h5vjNmd8BYCAQImfmcRSMIprEWq523Wq1YZ8iMRzSUCWZlGi0fCIiyI7HFOp+Xw9Jj84HCYnVXKOl9Dg7x0Sgn4V8+W/NEgMOZJcs6UJ2kdM9E9zd3tM1m44Ok7PcrTPhodYyFoyzXMowl14koOjkmxQubxR2kJGwEQz44/T4ZXKWhU8EgZ3KcZYoW9PF3Y4VRZHoCSgYpoUlLP7Paz/J9136Do5FpyrvOSwxu4NSKbYsC1VVPctb0uk09+/fZ3l5uSPLzm3+xNd8zddw9uzZyjGSJJ0AvhP4UiHEtiRJg53u/1BYdu3EtVZWVrh37x7hcLgtooP9Dd0pFAq89dZbxONxz4RHJ5ad22dLp9NcvnyZqakppqenkSSpweX98+W/ZD2fpN8fIm8V0CQdU9iEdjsTalYVgsxuR0NYUxgO6ZhCYjg47rqv3oh3u1Mk4N3P2K9HXQUAbGz6ghrKLsulS83VUABylnshcbyub3Uo4B6LBZhJLTAe6q95zSdrbO2WvOStAmd7p5ruY7uY4kR8DFVSOBqPV/a1aaaI67XZ9pheNS9VlB/iuioIazKSJPjuyz/EXGZu75BDFLN7WtLuTnnL2bNnee211zh//jxra2tcuXKF973vfXzsYx9rOUzKbf7Epz71qfrD/ifgPwohtgGEEI3mfgs8d7Jrx9W7e/cuKysrXLx4sWOFkk7c2FQqxZUrVzh16hSTk97aZZ20gdUft76+zs2bN3nppZdqxDyriVEIwa89/C3Cmk7BLpOLM3krqCkoUq3r7ohk9vgU+gK+SpuW5GG420106Eq29/fVo3uX2iTsbb5k5DSyJLGa2/I8DkCRFNZy7jV489lFJvQ9MhZS86Lz6WitCsmLfdMUxV6CJV1q3Xvd4w/z/uGTrBdW986LYCRQu/ZmIYO2W1KTtyyCqoYkSaiKSkCT8KuC77vyg3z/1X/J0vbcF40b66BV7E+SJF544QW+/uu/nr/5N/8mf/zHf8yXfumXtvSA3OZPLC01iBSfBE5KkvTfJEn6vCRJf73T/T8Tsms1h8KLkAzD4MqVK2iaxvnz5/H5fE+tlzadTrO4uMiFCxdaTjzfT8zOSao8fvyYixcvNihCOMQohOD7Lv//SZdy2Ls9WWUpJsFQwI8lIG3Uupm6ojMV6SHm220b28VGIem6r438tueeE0X3WB5AJNA8E7dSXOCFvmmKdvNesvFwPyUX99pBj78cu5SRWMutNV1rIbOCJleRulTrsi7n1jkRc7dwHZi2wWphruH1zWLt91SwikyE99Ya8pf/bdgWES2ILEvIisTjfIqfm/tR5s0H3Lt3b18KJQ4Oyo19lgKgjpZdOBzmq7/6qz0VujuECpwAvozyZLGfliQp3skCz92y82oZc2SZpqamOHbsWMXV6wTtkJKTJCgUCkxPT7dVkNwp2TlFz4VCwTOp4lih//H2D7OU3UBVpIr9JUtgCRuxO5YmV9cRcTxyApN8jZZdSA26xteCip91jxo4XdZYa2KV5VuUk5TsEhGEazyuGn1+b9cUYFNscTw2ypHoEHm7+TlTpQwv900BMBEeZCW/0nBMVG/+m8Z0P8cijZb8RiHBZGi05jWr6nefTc8TUMqxqZRRxCeXLRhTwHqhxMPgDR7p10gmk1y9epW3336b+fl5stls2yVJz6L0pF20G/vL5XJPPH9ibKxhsNgi8NtCiJIQYha4T5n82sZzJzs362txcZE7d+5w/vz5J3oqtLLsisUib731FqFQiLGxsQNVK4aytWZZFpcvXyYej3P27FnPC1eSJH7+4U/yKPUISVIwq9xJ0xYMBDRMARGt1pWc9A+zmJpvmDHRq7vH5YZDA57zKIZDA1gu8x0cNCNCB/3xCBf7jzY9plmHhoPBYIiRUHML24G820o2GXbPvj5KLdCjuzel67LGhrFSI/BZjaBWG2ifSS8SVMsWrmGXGAuWydAUFoP+vR7pgiXYKBa4nv4Cb8m/x6sXznPmzBkURWFmZoa33nqrLavvsLmx7Vp2nWRjq+dPGIbB66+/ztd8zdfUH/ZJylYdkiT1U3ZrZ9o+CYeM7Gzb5tatWyQSCV577bW2ChjbXbseOzs7XL58mePHjzM1NYWqqk88/LoeqVSKXC7H8ePHm8YAAf609AfMZR9h25CvqlkTQiCEhpM4Dyp7BDDg7yUcUEmJxoRAIeNuETmWiBtiWpPkhD/eVuLBwmS1tMilwVOexzRTLXEwm54jqLZnyT9KLXAkPMha3j0QbgqT43HXEaSc7pmkaBWYyyw0JCQA5tNLlTgdgCUsxoJ7pLZRSFSyRY/Sj5moSgqlSzbposXj7Cw/+/DfUJSzjI2N8eKLL3Lx4kUGBwcrVt+1a9dcrb7D5sa2s06nwp3V8yfOnDnDRz7yEc6dO4ckSd8rSZLDer8PbEmSdAf4E+CfCyFaP32rz9PJwftFO0N38vk8169fZ2RkhMnJyQMpV/EiJUdN5Pz58xVCfdLh1/VYWVlhbm6OYDDYcrbGL977KVbFIqZt10wJAxgKjBJQ/MykZwFYzJZjWLqs0R8IENLcn6BCl13n6BhN4mkeYyoAiEoBUlWlGF7YNsrHbBYXOBkf535ysebv5Thcc4EA2O1i8LVuyYNyMuF0fIRbO3c9j1nLr6NIcoPl6lN2Rz0Km4nwEMlEbcwyZxU4GZvm/s5s5bVMaS+TvFHY4lhkkoVc+XOmSjlkZOzdNFDCKJefRFWJ35z/Gf7a6NczFjyKLMv09PRU4sOFQoGtrS0ePXpEoVAgFotVpJkOIsnRTntjO2hnL9lslsHBzipDWs2f2B2w8+27/+0Lh8Ky297e5urVq5w6dYojR460/ELbdTfrLTvbtnnnnXcqgp7VluOTFCDX7+3BgwesrKy41ujV4+fv/hi3tm9U3luo62+N6zFm03MA9Pr62N5NILzQN8VmcYOSyz4kAeuGexJiacc74J82vHXlAmrrmyWkBtguJoFy4a2i5BkIxGuOGQ0PUPKoj6vGcLCfR6mHjIeGWh4LoCh2U4GARHGHM/Ha/tseX4SV/F7Wb7Ow5Tpf16zLUM9nVujR45X/L1cVFm4UtpgO7xU7WwKShs1SdotUscAb63/A5a3PYtfNd/b7/YyNjfHSSy/VWH25XI5r166xsLDQUayvGs+6favTyWLPCs+V7IQQ7OzssLKy0lYWFPY/dMfJ7Pp8Pl5++eUG2ZyDsOyc/lbbtjl//nxTaZ6SbfBjt/4P3kmWrRFh21h2XTxElJvlnRhbSC0H9l/pP8VC9jEAKy5JiIHAgGs9XEgNkLQ8XEgBK1lvi0vWWl8qI8HamresmeFINFJDQoNN6uaqEZcCIMFQqPXxmqyykF3geMjdVXUg1+n9HYuO1sQvt4rbHI00ihvMpmtdXIFgwL/3WWfS80S0vZjgbGaRiLrnxhl2uQ5yvbDNbHqBR+m7vD73I6zmH7vvc9fqO378OKFQiNOnTyPLMo8ePWo71leN5zEz9rDNn4DnWHriqIiYpsnk5GTbskydkp1t26RSqUpm15l9UY8nJbtcLsdbb73F0NAQp06damqdzqXv8oPX/gXzmRUUCSQhALWmhzWkBjnf/wIL2T03MFMqcCw6wUpuDoAevZftYqNrGfWohxsK9Lu+DhBTwuSbCACsF1qrmIRdJJ/WC+tcGKxq62oyi7Yafr38oJhPz9GvNie847FxDNtgs7hZKWx2w2xmkdEqQi7ajTV4PpcHlEAwGqy1MDcKe5azJWyGA3tuW8Eq0OerTazlLEHOFOwYOVJGGk0K8euPf4w/Xf0tjBZZ7nqrb2BgoCbWt7CwQC6X87T6nvXM2P2MUXwWeGZCANVDZbLZLDdu3KjE5orF9gauQOfu5s7ODqurqy0H7jyJG+uoI587d454PO75vpyZ4fLGZ3lr/U1SpQKqVJYjiuq9mEUf66Kcfj8ZmyZVStTMZVVQSBtZdKVUKQoOKxGgsZDc9rjoA6p3cmI0Nkgi4W719eiRivvcHO5EtpCb46+MnOGNlXdIFdpZB/LsutQSTMT62dzyjhequ65/xs5xrucYNxIPXI8TCMYj/SznNpkMD5EwGq3iufQ8ETVE2qxNxmwWa8l+Lb/JZHiY1Xw5LLCUXau0nQE8SM3Sr8TZIQlAry+OaacwBTzOrGEEUkyETjKbuc1s5jYfHPrbHIu80PJ7kWW5oUl/a2uLhw8fUigUiMfj9Pb20tPTUyG4g8rototOS0+eFZ656sn6+joPHjyoqPyura09lUJhIQQrKyukUim+9Eu/tKXaa6eWnTM1bHFxsVKM7GWdbhc3uLL5J9xKvEnKKFAwK+rn+OUA2VKeZClLAD9DvjjL+XmCSoiZ1J4CyGBgCFNYbBT2bvpkxr07YLPgTgzNkhOa7F3lHhE+sp5zyPbg6NO5YTH7iJOBEVK0Jru4HiZRVdC7lF9kONjn2pkhATtmsvL/c2bzfT5OL+JXNEZDPSzkGuOaprCYjgxzO/mo5vX1/BYToREWsnt1fBEtUiG7pJHiZGyauUzZNRUILGHT64szHOpjLTePqsjIlK/NtXyekniHI+HjbBYf87mNT7KYu8MHBr8WpQ3hUweO1Tc2NoZt2ySTycrkMU3T6Ovro1gsPrFl14l1mM1mD938CXiGZOcE7nd2dmpkmZ7G0J1SqcSNGzfQdZ3+/v62ZK076aNVFIVCocA777xTUS12uxDW84vM6ld5vPAmEhLC1htiaVG9H9OWieiCreIam1Y5bqYVg1iiTAwSEv3+GDe3a/XbUlJjQsGv+Fh1ib2diE3S7w/y/qEz2JSD7iXLwrBLFEwDGYmA7KNgFxuq8Abifawmmmf5NVllI+8tp4Qk0RNTsfOBlsXJ4+FB1gp77rtAMBHudyW7Yb2PPHukv5pf52R0kvtVD4pqZM08L/QeJ2F4t1aue8QuQ2qtm76UXSs/sSrzZffiEFEtQlwK0h8OM5+bqxxjU44dWUKQMTQWsrOMBEbZLi1zL/UWqdIWHxr5ZvxKsONkRL3Vl8/nSSQSpNNpbt68WRm+E4/HOya/d/tkMXiGZHft2jWCwSAXLlxoGLrTCdm16nd1pGeOHj1KMBjk8WP3IHCn61bDtm0WFxcZHx/n9OnTrvG529tv8geLr2PpJiIrKNqQr5vrMOgbYTEzz3DoCIvZucrrkpBIyeWWMAmJo/5h5pK1N2+fr4+ZVGNmdSgwyGZ+b63pyBg9fp10KclsdrXheAAUyJYKDIRBwo9P9uFT/GiyjiprBJXW8dRBXw87VvO4Xo8/SkQL1MS73OCW+Z3PzDEY6G3o/hiPDzJXZ+Gahre0OJTn3mYL3hbgjp1mOjLObLq2bGY+s4QqqZi7rW5JI8Xx6ATzu3HVufQi05Exev0hNgqLpNlELVnlB13VI8QWErIkKNomBVMnYSQIqT3krG1W8jN8auHH+Mqxf0hY6XmispNAIMDY2Bibm5ucPHmSfD7P1tYWMzMzFauvr6+vrXrWTsnuPW3ZnT171rXWR1GUjiaMNSPH9fV1Hj58yIsvvkgkEiGbzR5IOUk1MpkMDx8+JBKJcOxYo3y5EDZ/sfpp3tz4IwBsu0x0JVtQXVUiC5mMmWc6coK7qfs1awwHJ7i7PYuExEv9x0kbadKF2hiSbLi7nbpc7isdDw0xHIqwkl9grQCT4XHSafei4AB+MqJMEAJBwS5UBAgAxkJD9PpiJFySIXtr6C2r8DRZZj6zyMt9x7m+9dDzuLzZuE8bwVRkoIHsHDHTaqxbCabDo8xm3IuMBQWORSd55GH9AYS0RoIv19wd5f7ODIqkcCQ8ynCgh5iuYVHCsAsMBiI8zu4V9m8b2xwNT/M4u1enZyNQpHI7YM4yUEsyfkVClXyYoshOaYNPLvwoXzH4/zqwzgdN0wgEAjVWX32sr5nV10lG1zCMA6vrO0g8s3y0VzyrUzfWjZScQdXz8/NcunSp8lTp1DVtdezm5ibXr1/n6NGjrnpdhlXkk49/Zo/orDLR2ZUuiDJGgqMcjZ6iZBkkjGTDOkXTqhDdXGYGXXJxCTxKQWRJ5rWhkwgpyUp+r9/Q38Q6azbhPqgE2ChscDLevN4t2kZAOrtLYllri6jufrxf0dlwEesEWMg8JirvWSH9/jjrHsfGfO7JmFG1j/XCKlapuVjBXHqeoEu3iV/RON9/gvFIiJxY41H2HqZUIFFaJ2OlmMvMEtPiNe/ZKiaQ6241W8ggBKYNWbNAorBNSB2odGMUrCy/t/rTJLVa63I/cEtQBAIBxsfHKxne/v5+EokEV69e5fr165Xxi9VrtGvZHcbJYnAIior3M3Sn2hJ0atssy+LChQs1cjKdSjw1G9M4NzfHzMwMly5dIhwONxDjjpHgN2Z/grXcEj45BLZCcVd3rlcbo2SXGPAPMBWZZLu4wnJuhfHwkYabNarFeZxerBAdwHK9uypgpS4+FlPDnPSPsl1YZCn3uGG6fbPkRLDJlLCh3VKN5fw8J+uKcquR9xD8dKAgs7bb/ZG3cpzpca+JmwwPe0pQWdgcr3rfZMSbgB+lHjfU/QEMxctlLGuldQZU77pOwy5xrE4tZTDQR8ZaQ1CguGv5CgQhdc9ls7GJarWlMjulHSZCtd+dJSz8amj33xIFy2Y+M0/OVEgbNinDJlMyuK/9Gde3/9Rzn+2gVReGE+s7ceIEly5d4uTJkwA8ePCgMnxne3u7LZf6sE4Wg2dIdl5f1H4SFA7RZLPZprVtnazttT9HFSWTyXDx4kV0XW+wLhezM3ziwQ+xmJ0hVdpGQUVIPgQQEFGyZo5j0WnS5har+QUG/ZOEtBBrhcaAflTt48UqogvaYVKiNr40EBisyKNHtBCvDpwiErDRQxJF3FV5E03iZIUmSr7VjfB+1USVGp/uEhIbheYJjPHwcM0Q78XcHMfqFEUAYr4WMlKFRfp8ZTIRoknrG4LRYK3FOhEeZiW/Zyn1BpqPwkxVaeFFtDBxv0LOyuGvK+GZTc/R79urs3ucfUxQ1Frj64UN1LqoUaaUY8A/XBZ68I8T0fooiRI25YekYUPagj9f+wN+de7fs1FYYL/oJPbnWH0vv/wyFy5coL+/n52dHdbX1ytWX7ORi52e71nhuVt2+50wtrm5ybVr1zh79iyjo403jbP2foZUOygWi1y+fJlwOFyjWly97q3EF/j1Rz9ORIsyET5Grz6ALAfIW1l0yU+AEIZIs5Sbw/FRcmaJoBJiLV9rsSko+FSJucxe2UNvqFH1JaRGCCh+zvefoicgs5yfxRQmYc09KOyX/JWeVTds5r2JqrqtKWlscX6gUVVnINDTcppYzMVtVZQiel2ZRclluE41TGFxLDZCUPWzkmuUc6rGTPpxjdrJYKD2+1nIL9Hni3u+fyW3xpDWiy5rTEZ6SJWSADzOPK7poBCISqzU+f+9dfMvMmaGsVCtGIRAlFvRBGwWEmRKWQZ8jdp7BavIfHaRjz/6EX7uwb9mpSom+LThDN8ZGhpicnKyYvVVj1zc2tqqGWnQaaa31fwJSZK+RZKkDUmSru3+99H9fJbnOl0MOn8CyLLM5uYmm5ubTSeL7WftaqRSKW7evMmpU6fo7691hxyy+/zaH/AwdRNZltgolHss+/3TLGdmGA9Nocs+Hqbu1by3Rx9Cl4NsVglrypLMdHiSgBLkVvJOzfFbdUW4siQT1f0MhXRWCrM1fyt5PDSGQoPMpN2z0hE13HTATsqoPf+2sUKPL1pTZBzGh3dXbRnCpeA4KzKcHzzBF9bKJTUyEmuZ1QYXvB6L2XnO9R5lLuOd5IByKcjp+DSXN+4yFOhjKVvr3gsEY6FBtnb7ed3QG4jSY/vZMtZq3hfRImxUWeZzmXlGfANsmeXX5rPzDAYG2CzslbGsFdbQJK1Gd3C9sM50aJrF/BxToWmSxiY+OUDRZSymALaMbX718X+kx9fHV4/9A3r97Y0oeFI4cT/H6hsfH8eyLJLJJIlEgkePHjE7O8ujR486KjtpZ/7ELn5VCPFtT/IZnrsb2wksy2J+fp5SqdRystiTYG1tjVu3bvHKK680EB2Uye4xN/nLtU+zmn9MyS53gAwFjrGZX+NIeJqUsclCppFgzLxCrphnNb9KXItxJn6CAV+E1fw8W3UtWTGth9X8Xkwvpkc42zPJfG6mJlta2XfevT6sWcFwGO8L06fobNbtybCLnIqPNBzXCjsuiRiApdwsU5GyZT4RGcZsIcMOUBImfYH22gvnM4sEVR8T4X5XEn2cWSCsen8HQZ8PQ2nMDs+m54jKtW5wqVQ1nQ6Bvy7BkTWzjIcb455rhTV8sp+57Bx+OURU89ZwVCQJWZZIlRK8/viH+e2Fn2Qxd4+s2VqR5kngZrEpikJfXx8nTpzgtdde4/3vfz+lUomZmRleffVVvv3bv53Z2VmPFctoc/7EgeC5u7HtIp/P8+abbxKLxYjH408l2yOE4NGjRywsLHDp0iXPJ9R87j4P5Ss1r/X7J7CFjSLDcm6OiNpfCWI7CKkxZA2EKTEq92OKDPOZR2TMNHGtj5VCbR1cpCqAfjQ6TsynYooSRZce1l69j7RHB0MynfT8zNGQd9xqwNfrKvS5nH/M8ehew7yqN3dbIlqopiOiGgJBzCejSAr9/uYxtGokiiv0tlA8BsiZeV7qO85Kzr3MxLANjkbdZdslJIpih8lI498Fgphee/5Ne4th/15I5XHmMUP+2iTKUnYJn1xL1DkrtzscSZCzSqzmFxnyuesfjgends8PfiXEQu4Rn1n6RV6f+wF+4dF38TtLP8kbm5/k7s4X2CgsHFjCoB339MiRI/y9v/f3eP/7388bb7zBhz/84YOaPwHwdZIk3ZAk6TckSWpUa2gDh4bsmv0oW1tbXL16lTNnzjAyMrJvPf9mcDT1DMPg1Vdf9fyREoU1PrP8S2UdpV1E1D4QEsu5WQpWjn7fKAu7zfrV6NNHiPjCrNuL7MiJGiIpZhvdvO1iGgmJV/pPkiqtkzHTBBT3ko36DGA1Cop373HBRR3FgVJqMjvEzlWa7rc95KQcDLtkRauxWdzg1YGTQHu/a58aY6e0w5DSXuGqLkvgQtoOVnIrFUn1apyMT5MqbbOWr5tzsYul4hIRufb3yORqHXqlbt28lWe0bupbVIuRsxKci59Gk3WGAlOsF9bQ7FpSjKk9rBX2SLtgFYipfRTtEr36KCXbwLRNlnJ3eCvxSX535Uf5wtYnW4YF2kEnKsXhcBi/38+HP/xhxsebz/9oE/8VmBJCvAT8IfDx/SxyKNxYr0SCEILHjx/z8OFDLly4UCl47JTsWj3dnPGJmqZx6tQpT6uxYOX4rbmfpmQXCVoxJkPHGfCNgKSwki9fhDIKmVJjvEWXfJiihGE3BuAVoZJSa+NmQUIki0le7JtiPjuDvRvzcpNuAjA95NSDSpCdJhO2mmVRQ2Fv9y4vZzk/cJKIFiJZF9dr2IPa2uVcK8yTybfnio3GytbShr1Or9baGtzKrjIV9JZ/yphZTsQbB24rcvm3yppZpiON7qctbCJyLeEmxDYjgb1zLWQX6JFrs8ILuQUCSjnr3KP3ENAkUqVtlvOLIGUpFvMolkasTqUm7ovXxD5NUcIUNgoqq/lFevRR1gqP8ckx7N0Hx73051gNX+3Iwiu5XKPtiglkMpmOFMbbmT8hhNgSojIy7meAC22foAqHwrJzq7VzJNrT6TSXLl2qFCV3SnbVaituSCaTlfGJgUCgSa2dzV+u/FdCaoiAEqCopljKPUJTQiSKe3G1ocARdkoJgkqQkcAYU+GjTIePMh46RtpMsphtLB8YDk00kOCAb5Ben4/F3N7xMjIrefeWrw2PjOpAwFslOa7FmkqttxpDmMgvMqo3V2EG95unHiH8DEfb07pzSk5sbKZbFDv3yFFycoaslHEtm3GwXUzUiHAejU7U9M/uGElXYc91a51oHeEadm3cUVVrrbuiVWTAN0Svrw9Nscma5YdFzsoiWz6S9grBQDm7Oxooz/Po0XtZKzTGgFNmgl7fCDYWW8V1otogq/k5+rQ98k74HvG5zd9ANJkvArv1pJmblFziwe1adp1q2bUzf0KSpOog8dcAtU3ibeJQkF19obBjacVisYZB1QcpHLC8vMw777zDq6++Sk9PT9NSlRuJN7i5/QYr+blKpqzPN8bj3TIRWZI5EjqGYeeJaEFKIsdmcYml3Aw5s8C2sUVYjVf6KquxXWUZaZLK2fgJSkqeXN1siZCIUHIpDo5qMZIepSW+Jp0TfX7volpNVtlsUTtnSibDwRAKzW+CTZd6wnqMRgfZKK1wMjbV9DhNVtmoim3OZeYYC3lLgMd3LagdY4djUe+i6ERxm1OxPYIIa7Vu67aR4KiLdWcKi6FA7flXcquMB/dibqvFVUbrLMtcLotm2uSs2gdKwtpkLHiMbWMLRSrHMsNqnKge8xyUtFp4zLB/ClOUyJQyhJQ4y/kZetWpyjEPMm/x3zZ/3ZPw0qUEf7Hxq/T5RgmqjdZyJ5PFOumL9Zo/8d3f/d1UzZ/4p5Ik3ZYk6TrwT4FvafsEVTgUbmw1IW1vb3PlyhVOnDjhOoviIMhOCMG9e/dYW1vj0qVLldYvr5axbCnFf1v9dM1rsq2xY6SQEIwHp4hrUUxhs1FYplA17V6TfGhygI3CGlsu5DHgH2ZjtzxhIjTGYCBOsphoqMED6A27x76iirdF5OY2O1Bc4lAOhgL9TSeNOfAF4cX+CcKqu+sy4O8lZ7YqTAHnPrKkbNPs8UR4pKZ0QyAYDHrfXEpo77ffym00HfPoPMTGQ8OsFxuD5IbtHvucyzxuyOhmSvmaMKEj7T4WHGU6MkJB30QLKGg0ZrIfZ2cY9I+xnJ8HyaZHj7Oe9+7jBVgrLBLVeinaOUpC4JfDrBTmiIi90pRHmSv8xcbr2HW/6/3UF/ij1Z/nfM+HiGjulnonll2ng7K+6qu+ivv37/Po0SP+5b/8lwB87/d+L0KI3wYQQnynEOKcEOJlIcRfFUJ4DxtpgkNh2Tlu7OLiIvfu3ePVV1+tNCzXQ5bljuIP9daaaZpcvXoVWZZ55ZVXauSfvAqc/3TlNxvqnlQzQkSL0efrZ60wh4VdbtOqw3DgKI+zjxgOjJN0CeTLkp+A4udM7DjbxVWSRoKoxxjEjAdp5PLeSYb60pFqNEtORD1GDzauv8lGcYXJaJQBf+O+A1bzbByUs55bxTLhp0pJzvV6j2KM6o39qo8zj5kKNxaWT4RG2NktBAbIkuVErDE252Alt8ax6CT9AXc3bK2wyrDeaEWW7BIjwdpynPXCOseiJxgPjXMscpSoHublnnNkrFUShqOBl2Ag0OiGCwQb2U10AsxlHmEDI0HvfUM5fmcDChpZcwdF9qOisWWuEVf3vpvZ7DX+bO2XKRoFssYOf7n+6zzOvsNXDP+PnkQH7QsBHFaVYjgERcVQJpmZmRkURfHUhtsvqi27XC7H9evXmZqaYmRkpOFYNzd2Lv0O93fernltNHCMhL3FZnEvnhZW+xok0of9U8xkyoomhtHovgaUALIEUc3HfFVV/JZLmYYqqazm3ON1Kcs9thaUA+w0SR6sN+mcaJa9dDAY6CNtlve6U9om5g8RVEd5XKU20hONkUg1d2NHgoNkrb29rBXm6fPFXYt9vcQ5Y34f9fqifYEoS3U9xBkrhSzJDdaNA9WC1fy8ZwYz5A/g1pE3n1kgqATJWTkiWoSJ0BDp0jpIgp3d0ZGarNPjG2Db2KuHXM4vMCCPsGHXdoMYUpGoPEjRyrOYWSCuRIlrQyQt74FJO8YWJyJnMOwCpZKJXFKRAxabhTV6/YOkzHIMciX/gL/Y+lW2jGVsYfPhoY8SlGNNkxDtCgFks1nPjqbnjedu2RWLRdbW1lBVlZdeeunAtfId13Rra4u3336bs2fPuhKdc2y1ZWfaBp9d/nUAdNnPROgow4Ex1gtLZKU9QtJsP4uZuZq1QkqEzeJWueGbIGvGHlHJSBwJH+FIeIqV3ByZKpmiPt8giWIjCfX7y0rF9fAJH2mXubEAMZfYi4MePV7pr3XDVrr1SM76mF/eyoKc4nRVZjPbxqzZUF3dmSlMxiONVkZEC7HppYiSXWBU27MsJSR2So1F1olighNN4oIBTSYme39vi9kFBv2N4YSiXWQiPM7Z+An8SomV/CwZM01Ei1WeGyXboGAW8Su1bt6GvcKEi+W2aa4zETqGLVkUpBJFs4hq+xqOczDoH2Mhd5eskSZV2iCtrbJjbiDLCqYN/fpR4toEObvAXO4WApu/Ofb/Ie4bQAiBZVmUSiVM02x46LebjT2skuzwnGN2zqDqvr4++vv7n0rzsCzLLC8v8/DhQy5evEgs5h3fqrfsPr/++6iSwkRoGkWyWM3PIITa4NL2BkcR0t77QmYvhiFXSCxIObgc1WIcjx6nxx9hvbDIYrZRvieguruPuuyeaBhsMmow0qTRPdqkRk1GIt2GDLvs8nOZokTaXOaV/lOoklrTLuUFyyXpspyf53isNiEwFhpuWjPWE9mLmx2JjNY8RKqRszKumdWhwAAJa4WBsLc7JxDEfY3XkISELJUoWEnMqpjiSm6JI5E93cNUaYeQEmsY0ruSX6Df1/hbzmVmGPCPkbMyyJqPnsCgp9HtzBTP2Fvomo/orltasotsG2ss5R6xll8gpg5yJHiOr574VuL+ATRNw+fzoet6xdhwiK9UKmFZVtvzaw+rSjE8Y8uu+staXl7mzp07nD9/nlgsduC1c1B+Gm1vb5NOp7l48SI+n/dTEWrJLlFY5XHmFqnSOqv5WUxRokcfY7lKBRggoEQqsbpB/yiToRMUNZO0I2Vpg23ZjPqGMUSahVy5Y2IkcKTxZhTlYc5u8OqOkJvMK3DrtHBglby/7wF/n6sVWY+kRwsYEmwU53j/0NmW6yiSvPdd1cE0UzXlIj6l+eW6kl/hdHwKgLjP+4bbLGy6WncDgQhIsJibb2oVz2fmCMm11tmp+HFW8/NostZApHPpGYarau9W88v0K7XehSlM8laOYF3ReESNossyJyKn8St+JHRGg42isTH6SBh74YOclaJgZen31dcXCkzb4K8M/u0KGTqQZbmG+DRNQ5blyuQyL6uvGod1jCI8h5idbdvcv3+ffD7PpUuXUFWVZDLZ0YQxh5SaubyGYXD9+nV0XWdsbKwt99hxY4UQ/MnKr7JdrHY9FVe3L6oNoEgZdFlHCJm5zGM0SafH7scf8BHQgsxkHjQ0ByRdVH8Hg6PMZxqzgLqkVwa7VMMhgiPhMRRZRZVk5Mp/EoqkcFY9Tsk2KVrlNrOcWSBn5pB8smvsCSCmR9kuNZdYj2phEsXmx+iqzYs9x7m57d2wPxocJmW5E3yWDFP+ER7uyjJtebiw1ZBkA0VS2G4yYwKgaOdq5NJHg0Os7cbqbGETsP3seAwHsrEZ9fUzs5sh7VN6Wc/NggTrhTWmI8eYTe8p1wgEO8YOQSVEziq79SulJaYjx1jM7cVqs2aaAf8wRauAhcl4cJyMmWA1v4BfCRDTomyXthgLHKXfN8ZmVcbYpykU6zjIsAtsFVfo1ybYLJXjyxG1h6+Z/FbPJJgDx2U1DIO7d+9y9uxZFEWpuLvOfaIoCpIkVY4/zGT3TC07wzC4evUqmqbVZEIPeuhOJpPh8uXLHDlyhL6+vraztw6J3kl+npWqixCgz3+EVBUBSEj06aNYwiJZ3ESVg0iSSlgJUbAzpJRNLMmskWty0KMMkjAaY2Ka5G559geGagLq/f4+zvWcYCLcS7I0T0Gsk7WW2TEX2S7Ns2XMUbKTLOcfkDAekzaXMMQ6krxDSC8yGFTxqQYv9R3llb5TTAfHicrhikVSbKFVBjAc9G5Wd1A086wajzkV8c4kxnzNb4yckqBHjzLo7yNnt47/reXXed/QuQqpeGG9sFHjJvf4gzUuclpOElS8Syg2rA38ir/8n27XaPU9Ts/SXzc3NmtmUE1fjQv6OD3LkL/W8toorDIanOBY+BibxaVKGVPBypM0dojq/SzmHxHRoviVsvXaowyQst3DBQKbzdICodIAugjxJYGPEJDay7QXCgWuX7/OmTNniMfjaJqGrusVq8+Jh1uWhWEYmKZJJpM5lPMn4Blbdjdv3mRycpLBwdr0/X7Uir2O39jY4MGDB7z00kuEw2Hm5+c7UivOmxneWPvtmtdDag/LuceElAhx3wCapGPYNqZtoso6fjXGTLpWykmVNAy7VGnzqvmbm0qILbGQbozhAchCQUFhIjCKrgu2iius5pOMBifZ8rCuYnqchOH+t37/4K6luJtkkSEYhJgcIqr1lmu0Et5ZPwBdaX7pKJJcrhWUIGEtcip+lHvJRh02t2r9mr+LEkeio1i2xFKb7WQ+RaDJas20L/e1y97EeGiE9TphzJIoMR2Z5N6Ou1VatAocDR9HwmK1rrPBxiZfLCAJuSaWmyTBdORYpRDdxmarsEVUjZPaHQc5FhynJNJYlsRwYKKcGXbOaRdIFpP0+AZYys0yETzOw/QtsCya1XX3+oY53v8q48pZMok8b7/9NrIsV2Ll4XC4IR5XKBS4du0ap0+fbohzO1Zc9Vxay7LY2tri8uXLh1at+JmS3YULF1y/iIMqFJ6bm2Nzc7OiKOwcW2oxb6B63bezn6VYVRQcUfsIa32AgiL82EJhLb9BUIuyVdwkY7q7OsOBiZrBKw7ieh9LuUZSGwmNM5vZu7AVZGJqjIgawsgVGAj4SItlqPL2Fcm7hq3Z5RZSw0AjmZVsg1Rpi4KcZCw0wlLWWxxzp0qPzw0xESUj75KTBDulZaYjE8ym90hFk1U2i61d06X8Y46GGuNUbpCQWMnNcyI6xZ1kc727tfwax6JH8CmCDZcoiiMA4EWakmyzXXB/KGRJcyR8tOEaKMfvRlkrlONreStPUA0x5B/Bryg1IyQB+n3DyJLC+q5eYtEukChu0+frYyU7z4AYIxBSiUgxJEku61NIZeGDmNbPy70fpK9KiWWoB44dO4ZhGGxubjI7O0s2myUej9Pf309vby+lUqlCdM2GvjuQZZlUKsU3fdM38TM/8zNMTU21fM/zwDMlO68+1U4njNWTnWVZ3L59G1VVuXDhQk2KvBO14k1znkXzHWQUBv0TCCSyZpaMmUaVwmTMNGFZI+rrYaOwRp9/gLAZYS2/XOPGDAcmXYkOICBHEdTWfsX1ODE9ytn4cUzbIGtmSJeSlEiSKRXIawVX9mo2lDrpYdUBGJY3+Q/5h1grLBFUNGJ61LVOT5dVEqXmSif90T4y2T1LzMLCYJvR4BDLuTJBjIVG2C41Vxsun0/HJI2CgtVCGWU0MEzGXmcp+5gwATI0d8lDms5K3l1zLWfmmAof5UGqMRQBIOw8Y6FRZtLuv/Xj7CxR0UOqqkxJIEjkEuiSD0VRGAoMYZJHV9QKoVVjczduPOQfxxImm8VVDLvIRn6DMBGUkMRqfqFGhQfApwT50OjfJ+yhhqPrOqOjo4yOjlaGa29ubvLw4UPy+TxjY2MtE3oOUqkUX//1X893fMd38Lf+1t9q6z3PA4eiqPhJLLtisci1a9cYGRlhcrJRA6zdtU2rxEPzTaL2EFkS7OSTqHKAoN5LSZhkzRTJ0iY5M40pyk9Yx6rTFZ3BwChCQLq0w7ZLnRxAQAmymJ1Hl3VGgiP4FJV0aZuiVWQucw/LpW92KDzKnAtxauieZR0RLeqdKRWw5lGcDHsKJTkrw0hoiJyZb+jHHQ0NVywTLxgu7qlhFwmqGv3+HjYL20T0ANttGN2jgWE2jUVORiZ4Jz3X9NiYP0wmt46FxVh0lHup5nODzVKeAXmADY+Y146xjYzUMARoPDROwlhm25AYDY6ynHP7PgS2aqLbOkaV3LyiKRwJTrCQv8e6sfd5hvVx1o1F3Co8HItvLDiFYvjIllJoQRWBxFBgmrVC7TXy5cMf8SS6ejgDd0KhENvb25w5c4ZSqVQZAt/b20t/f7+rjmQmk+EjH/kI3/Zt38bf/bt/t63zPS88c8vOdRP7jNnt7Oxw69YtTp8+TV+fe21UOyMS51J3uLr5x6wWZ0GGAd8RzBLkigZrxQdYVeq5/YG95n8HJWHszpiQGPaPURIF+tVedMWHKmkokoKEjCb7SetJNoqrbBT3XNbx4DFm0+4uV85yL/wNS1FyuHcm9Oi97HgIA4QIk2pSQ1ew9iyhbWONMz1HuFE34zWsBVlrEmpTUcrdHi4/d87KEPf3ULTCNT3EzWDkC6DAammpxjKsh4REsqo7YSm/wHR4gtmM+6CakBQkaa0R0+MohuzaC5w0tpmKHGGmjmQDikymVLbUSnYBVVJcy2wyVpoj4WkeZ8rW43BgBJssC4V7jAWPsJTfI+NVY5G4NUBa9a5NjFkDTBrneOmll8rtjbbJn67+FgKb9UJ5j2dir3Es+pLnGm4wDINr165x4sSJSqvm5OQklmWRSCRYW1vj3r17hEIh+vv7kWWZaDTKN3zDN/DRj36Ub/zGb+zofM8Dh8ay69SN3dzcJJlMcv78+aaNx179rkLYPNy5zjvJL5A306iyzkjgGKBh2gayKrFZnKu5YWVbZSm94FnYOhmarrR9Faw8VFktUa2HdCndYL0JgWvHBEBYjbDhEROKBGOspz3asJoE7PpC/aSy7mSnSkrDzNa1wmNe6D3JrcTeIO+SR0O8g9HQCKsuLpmDndI2k+ERNoqt1VAkJAwtW65XFDYhTUFGdk38jAaHyZi1+7cooEjuRNYjRchKRXZKSUa0MRYN9wSRUTdMaNA/yEZVbC1pJJiKHOdhyv2B9Tgzy3hoEp+isZ6frYQ8to2thnkTSWWDMd8Uq8W5hnXCUozxwukK0UFZzOG/G/163kle5upWARuLDw7/Hdd9eMEwDN5++22OHz/e0JOuKAoDAwMMDJS7LDKZDAsLC3z0ox8lkUjw6quv8sILL7TdYfE8cSh210lcTQhBIpEgkUhw6dKllgoLbm7sdnGNX5/59/zR8i8xn32HjeIiRauIEDLLuUdsG5ssuahMDIeOYEruxWnjwema/tZ6BJSQq5s6HBhnx0Ppt9c36Cnr06zVayPrbRnYTYrgBwNDrhJUG4XZijyShMR6i66I6vGLXtCE4JhL8349hv1DFKrIYL2wxtke92SFWxlLorjFqVjj8Soqpn+vPCVpbboqkDjnnKhSF+51Oc9CdpbeJrVrQdVPurReE9vNWRkGXAbmLBXmGHNpHxvbOYtfC5BIJBqu6TPxi3x49H/gw6N/H01uL9YGtUTn5R05kCSJSCTCsWPHGB0d5Z/8k3/CRz7yEX74h3+Y7/u+72v7nM8Lh8KNbbdNzDRNbt68CZS16qsVS7xQb9nNZ+7y+wu/UHmaqugMBKZYzc9j2GVrJKoMN4we1CSd5ay7zE5YxFium1xVjdHAERZdFFF2d+i597zlHlxXJbXBAnMQVIJkPJrlAbaaaMuF1SCuNCaBIbYYCgygSDLbLj2n1fBq1q+GX9NYKS4wrgywaDVx2/xh0tnaz7paWHAVCkh7FEKv5heJapGaObBHo0fYqLKeiqLIVPQYDzysM2X3t43rcdZchpDbwkIYFm4C8L2+XlbzMwz4h3fr/2rn5w76R1mvi4EuZB8zGphkdVeGfZSjfPX7v45UKsXGxgYPHz7E7/fT399Pf39/+d+BzhrwnazrsWPHWhKdA8Mw+OZv/mb+2l/7a/yzf/bPkCSJb/qmb+rovM8Lh8KNbQf5fJ5r165x5EjZwmi346I6Zndj6y/4y9XfJKhG6fUNYwuLvFViPrvnovX7Jlh0Gc4SMOPkpEaXMqiEEZKNbbpbppqks+2RGQ2pUZY8CLQ8V9Y9U9nnH2Qx654g6PMPkMm4F9SGpQg7Hv2iUG5m94JhF4noAYJqT1Oy8yk+1j1a3hzIyOxYZWvW0DMM2L1seNQLZlwSLSW7xGhwqIbshgODpEru4QDDLjIRHCa1s/fZS6KRkBeyc/ToPa4zNZbzS0SJEpfDJG33cqOMvMN06BgzVd0TEhIRLcCWsc1aYYnJ0DHms9UxX4FhF5BRKlLq5Vdt1gorRKU+8iLN3zn9zaiqSm9vb8XVzGazbG5ucvv2bSzLore3l4GBAaLRaEsDolQq8fbbbzM9Pe06Qc/rPf/wH/5DPvCBD1SI7t2EQ+HGtsL29nZl4M7o6GhbSQcHiqJgWiZvrv8eD1NXCesxcnaSteIsSCpbxT1CUdBcFX9lW6nUjAXkIEP+USZDR5kOn2A4MEZc70X1qHkLlmJkPQgmJKKebmq/f8jzbz7Z23VXmvTK9rsM3HYgI3kqijhIm0kCkiCOd5ZvNDDkGk+rxlhwmPxucqJkG0R9GrqLYGeYEEkPa205t8jp+J572mrS2ELuMSO7WnTjoTGSRqOFawmLniZDs4ci/aTt5t/RWn6RSFVf7VRkmq2qntWF7AxD/tohNEkjwXhoqmEtU5TI2Gn+2vjXE9EbP18oFOLIkSNcuHCB8+fPE4lEWFhY4POf/zy3b99mbW3NNRZeTXQDA607YaDsVf3jf/yPeeWVV/jn//yfv+uIDg6JG+vATVlhcXGRxcVFLly4UJlDIcty2wkNRVGY1y6zvlXb4RDThljOztW81uefYD77aPdpHMdPALNYIhrqJWOnyJg7FKwcCaPsXo4GplnMPQDKruVQYBJZUtkqrJKzcvT6BtkSXkkEiU3D20IqNFEY9nJvwXs+K9BQPlGNiBQl52GxOFAkmdXCYxSfzbnACe6n5hrKUnxq6xmyYT1EourjJYqbHPEN8yBfm9QYjQ6z7FEDB5A01oloIdKlbFtzU326hGzIhDWdrMfls5CdYyQwwoqLVa2rgnFtopJZdYNhFxkLDpHOpAipYXbq6ggFgnQpSUAJk7f2rMvF3Bw9eh/bdW2EL/Re4MXeSy0/m6ZpDA0NMTQ0hBCi4u7Ozc2hqioDAwP09/ejaRrXrl1jamqqbaJzBlmfOHGC7/qu73pXEh0cIjfWsdaqW1Du3btHsVhsEPTspFTlfuot1n11rVzo5E2jYoFoso8h/wQlu8SQf4CMmcSwkxgkUTSNVSPbUCYxHjxa446Ywqy09khIDPlHiGhxfJKPbSPR0KsZMuMkZXerJSAHWXOt2yq7gF7xOr/sL0u/e1yL9UO4qzEYGWAu05zsYiJOenfPq4UZRoNxbBFgoUqqqtWQHoCUi5u4aa9yJn6Md5LV32nzUEXeyjEZPsJafoekS69xwzmKG7zYe4qFzIOmUlGKi3bV8egx1guzqJLGgH/IM0sOsJSbZ0gdJuDTKw341chZGYb8YzVkZwsLVa59UBwJHeevj3deuyZJErFYjFgsxvHjxykUCmxubnL37l2SySS9vb2oqtpWBtW2bf6X/+V/YWRkhH/1r/7Vu5bo4BC5sdVZ01KpxNWrV9F1nZdffrlBsaTd7O1KboY/X/v1htcj6jDp0jZ9vmHGg1Ooko0lTNYKj9kpbdZkTfv9Ew1EN+AbZTHr/XR3psHPZt5hvbhASWSJ6xHGgxP0i0EG1CFi0bjn+/uauIL9/kHXoTsAfivQUEnvIKrFSJW8rR+znQlgvtosa8ZMkjNXOBs/jl/xE1SCLfXr+n29nt0dW8UlhnbHBwbVIBuF1t0Vi7nH9FjtzzxQZUFYay4+sJZf4Uh4TyRgwD9AYleV2hQlDCuHLppnPHVFIduki8WJ31Vjo7BCv1yWfurVB/i6qf8RuclEtHbh9/sZHh7GsizOnDnD2NgYa2trfOELX+DGjRusrKxgGO7jE7/jO76DSCTC93//9x/60pJWODRurFNrVyqVuH79OseOHWNoyF2Ysp26vLSR4DOLP9dQ7hFhhEKuQFgKkyqtkipBWO1lNd+YLVXRWC/UdhuE1Sg7pe2mcamAHGq4UbNmuhy7U6BPG2KjOEufP0xU60WVdQzTYKuwTcZKk0wlPR9DjtKFG6KhGIms+w3W4+tryDA7kJDYLLYW2dwxXUpkJFgrzDLgj9DnG+fOzu2mawz4e5nPJl3/VrJL9PoUtosao8FhVuu0A732roVNosUoKau5ZarJGpvFZfqD/aRTzS3QnJlGkWRkScGvCFJV11vOztAfGmIjv+FaSKzJOpaSQVVlYvSw49FaV47fjbFWVZOYtDfp0Qf4yPRHCajev3UnME2Ta9euMTExwfBwudSlum5uc3OT69evA9Df348QgsnJSb7ru74LWZb54R/+4Xc90cEhc2O3traYn5/nxRdfJBr1Fk9slaAolPL8/uLPo8t+olofilTOdJWsIplSmrxam4kr5SSE2mgR9QUmarol/HKQsNbDcm6u6Wfp8w+ymPO2/PTdOqi8lS1LmTuQYSwwhCbp9NsxcoUCKTNFlj3Lsmg1ieXZ3rG8ZsIAA/7auQhuGPQPsW14u245K82gnOeFnhPcST7ynPFQr/Jcj0Rxk1PxaYpthikmwpNsFubp9fdTzOsUm1ioE6EJ1otzLOfmORI+wuOMdytZ0thmOnIUWRKs7XYmVGOzuMZEeJpZl77YidAEq7vtW0ElTI/ez7ZLQkQgSBYTBOQgeTuHjwAv9V/i1b6/Qp+/+TzcdmFZFteuXWN8fLxCdA6curlIJML09HRFHOBf/It/wec//3nC4TD/7t/9OwzDqMTL3804FGQnhCCfz5PJZNpSFPbqdxVCYNs2n1v/LbaMRUCQMfcuskHfUfJWrcUVVntJ2o3WkCxU1qsGUk+GjqJKEsv5x0yHj7OcX6RoNfZMDfhHmxJdjz7ASpOxeGElzIKjpSeDrEOv5CdIBLskYxdLHA2Mo2kahmFgWSbBYABVUilh0ec/DkhYtsAUJoZVomAZZAzv2reYHm1JdlE93JTsFBSWMwtYksVUcJBEKUeyTkQgpIZqvlMvrOUXORKeYrmNbjJ5t1wjUdxk1D/GbHbJ05VP57cqFnPa3Man+F1/QwcCm6ybNbuLxdxsg1DngH+I1fxsJSaYszIEEJ6EVxR5Boxxpgsvc6b/JQYDQ8T1eItP3R4cohsbG2sgOjfous7IyAgnTpxA13W+5Vu+hd/7vd/jp37qp/jUpz51IHt6nnjubqxt29y5c4dSqcTJkyfbUlrwkniybZuHqbe5n36z4T0yKomii9qvCCBoJLsQA2xYywQIEdMjrBdm6fWNYgmT5fwjfHKAkcAxFrJzWLuujIRMqUXsy68GPRWCg0rYlQhLosgORcaiR8tdGjZ7Uk8y7BRgIni0IbvsYNA3ymphhSORfkJqFCFksmaejfwWeavg2tlRj0ypuYs4FprY7Q+GRGkdTegMKf2sWXs3+LC/n9WCe59qNcaDYyzkHnI6foK7yQeex/X7B2qUQtaMJU5Ep3ngYm2NBsdImXsPuqyZZkAZYdHyFjQQIk9IC5E1055lQEu5OcaCEyzlFpCRUWXRQLZ5K4tA0KsPkKh7qPRLI3xp+K9z6pXTJJPJmh7U6gxqp3CIbmRkxHPAVOPnFfzgD/4gMzMzfOITn0BVVb7iK76i43MfVjxXy85pPh4cHMTn83WsKOzAkYpOl7Z5Y+O/uL6nzzfBcp36sJ8IG8ZyQ2ZOQSUnpZkKH2OjME/SWkO3gmxU3VhFO89Kfoa4HiOo9rCYnWM8NM1CtlYkoBo9ej8rLgXLlT36hzzfLyOT8OglFQJW0yuecT4hleXHk0aiJjmgqzASGiak+mokyusR1WKVua7eqH1vSTKQlG2OaePMFJYQCHLZTFORSQe2VH54LOYeNSW8uB4lZ9Z+J0v5WY5FpnmUrrWuA6pGqo7TN+wVeqVeEqLxYTcROsJ2aR5K0MsQWy76f1C2/nZKm8T13nKnRMH993OSXH2+QbZ2Nfz6pRH+H76/yZmTZ5EkqdIN4cTSNjY2KkKb/f39DAwMEAwGW2ZELcvi+vXrjIyMtD3WUAjBj/7oj3Ljxg1ef/31trqT3m145lFH54dKp9O89dZbTE9PMzU11VE5SfWP7RCdbVv8xfrrGC4xIRmFbReRSNl2z16OBKaJ6AFW8zMVq6cv7O4GZMwd1gtzjIcmkBBNJ84H1DBe0bOAEmxKhCPBKW+h0OA4Rdk9FtavD7Oa927KD6sR5rMPmAqPown3C3zAZXRgNXyyn9V8YxO9QLBlL3M8PEpA+MkprdvIomqUtar9OoRXj6ASZN3j+9ooLDEc2Pu9olqMtby7RakFpJqhPg6MqkLwbWmd0eCE556LdoGoHiJrNp/JUbBy5M00fb5B+qVRPuj/6grRVcOJpR09epTXXnuNF198EU3TePDgAZ///Oe5d+8eiUTCNW7tEN3Q0FBHRPef/tN/4o033uBXfuVXOrYkFxYW+Kt/9a9y9uxZzp07x3/4D/8BgEQiwYc+9CFOnDjBhz70Iba33UMCH//4xzlx4gQnTpzg4x//eEfn7gRSC2vqwPWVDcNgdXWVR48eVaTTofyFOVmgdvDGG2/wvve9r/KD30z+CW9t/a7rsYO+oyzlap+4PiL4tCB+NYAiKQhMilauXJwq/GSriEVBQ5Jkik0kxHulURJiGc32E9X6SVhbNSUrca2XndK2p/U0ETrmadVJQsKvRMh4ZBuHA5Mse9z4YauXHY96vqASpiSKlVKWiBoD9IYJZ5PhcVZc1JUdTIWnWWhSigMwGZwmWdrxlJF3cDx6bC9mWYXx4LEaC+949DjLOW8rOqxGyZkWGTPDiehxVgqNazqYCB3jYZX8+nhggqRV+3l9cgBF0jwfOBOhCXJmCkXSXGNz1ehlmA8G/janjp/quG7Nsiy2t7fZ2NggmUxW3N2+vj5UVeX69esMDAwwPj7eejHKRPezP/uzfOYzn+E3f/M395WIWFlZYWVlhVdffZV0Os2FCxf45Cc/yS/8wi/Q29vLxz72Mb7/+7+f7e1tfuAHfqDmvYlEgosXL3L58mUkSeLChQtcuXKFnp4eaFoN2TmeqWUnhODRo0csLCxw6dKlmilEnQh4OvE5wzCQJIktY4krW7/veqyMUhOrC1hRBvVxeoN9ZKw1NotzrBUesV54zE5pgx5ttIboAAYC402JLiAHSYoyQZTkAlvWIjIlpsJH6dsdvBLSYp5E55eDZbVZDwzo455EF1IjnkTU6xvwJDporNlLmzvkrG2OR/fqv3yyj3WPHl0HpkfdXw1kC1k26fM1bzjfyrm7y4u5R5zZtfBkZBItEh0ZM0WfP0JA8ZMwmu9/KTdXsV4lJIouhFa080glyXXe7GRoivXCIhkzRd7KMBzwJhoFlUv+/25fRAfl+6S/v58zZ87w/ve/n+np6Urf+J/92Z8hyzI9PT1th4Q+8YlP8OlPf5r/8l/+y74zriMjI7z66qsARCIRzpw5w9LSEp/61Kf45m/+ZgC++Zu/mU9+8pMN7/393/99PvShD9Hb20tPTw8f+tCH+MxnPrOvfbTCM58bGw6HefXVVxtM5XbJziG6sbExrl69ytvXr/K5ld9kyD/BSGCauD6AXPWx+n1HsITFkH6EoAhj6mmEYrqWEwBkzcYm+nwLFY+I0o9NbUDIwtydCr/JhO8ImqwwHBjDpzReUAOBUe/EhoDtJp0PvfogwqPmr1kPbYAQCy5tT+UEzAwnY9NossZIcKSSgHFDSAmxmm+uWhzVYqzmF8maaSTZoN+D8Ib8Q+Twrn9b2CW8QXWQgmg9aWyjsMqp2PGW5S62sPCp5Xmvg8oQecn9wZKVdxj11bqzPsnPTpUwgmEX2SyuMh486rrGK/oHOX/y0oF0Ijju7tTUFLquMzU1RX9/f1vuLsCv/Mqv8Gu/9mv81m/9FoFAa1mudjA3N8fbb7/N+973PtbW1irJkeHhYdbWGuOeS0tLTEzsfafj4+MsLXmHXZ4EzzwKOTw87PrltxOzc4jOtm0mJiaYnJzkrbXfYTszX5Ph1GSViDaAX4lQsi0kqUTCmq98WiHcL7RefYyVXO0X3aMPVeYAuEHHz6ZLkqMaeTNL2txrZ+r39RDSYkgoFE2DZJPgf1T0sy1799dueQysiWt9LDWJAYaVSG2NXx0Wc3MMBvoJKM2z44PBYeZdxkVWoz8wwEK2TCA5M0NQCdHv72ezTm4qoodJms0b7RdyjxiRx0m1pwNB2lxnKjzNXJN+VigT44g6giE1f7CtGAuMBidYzpUt8V6ll0RdOZMtLJbzs0yGjjOfrXKPlWN86PTXtLfxNmHbNjdv3qS3t7cSAhobG6u4u/XZ3VgsRjAY5Dd+4zf4xV/8RX7nd36HUOhgipczmQxf93Vfx4/8yI801MlKkvTcW80OTcqlVVeEk4hwxAIkSSJlbHAv++cNx9qYJItrBCSbtKhL9fsmWSu4F5PadqOhqyvNn3hBESPpIv3kYCQwxUpdJ0DaTJLeHZ034p9m00jxf7d35uFRVmf//zyzz2SSSSaZmWxkBWQHWQQsVQoFq7IKFbXWvu7a17rQn0vrUrR1X17b2rfa1gV9FQoBpUhAcUHFBQUFDEIIJCFAkpnsmSSzz/n9EWbMZJYkEJBlPtfFBcw8zzNnkme+c8657/t7G9VG9IokJEmOy+ukwVnX2bdATdRUlQzdgKiCplMm0hClXjSRZOp8Pee7ubwOrL795CVmAUqq2g7g77Y8csYwEYVON5XGboLc4WtHK+8MfNQdETy5JIv5pRJA49fQpDiEWbJg88Vu95iuzaTFU0O7twWjOjWqI3QAhRzU6gSczljVFYJmdwN6RRKJykQa3dFntYc69pOty+dwRyUaKYGFZ10b8/X7SkDoUlJSwva6A8vd7tHdxYsXs3//ftrb21mxYkW/CZ3H42HBggX84he/4JJLLgHAYrFQU1NDRkYGNTU1YS1UoVOYN23aFPz/oUOHmDp1ar+MqTs/WDS2O7GWsUIIvF4vQghkMlnwGl/Ur4qaI2ZU54UJnSRkYftxAfSK1LA2dlqZPiTdpDsK1LTLoyedqiR1RCuh4PN8H4G1e5qocRyguqO80xJI5qEwcTAGlZ4CfSEZ2mw03ZbA3a3GtXIdFk06+fqBKCUZ2bpszBoLiYokFF2sn5QR7JQiYZAZ8AkfNmc1NucBUtWJDDYMRHekjClJaaDOGVugshJyIlpcOXzt+HFg1gRslwYEbZ9iXs+QBRI45U0YZMkxj9XIO9+nV3hQyWK/bwkZQunE6bOTHMNxGDqjqkmqJPw9GBUAVDsqSfQnMzV5XtQm6EeD3++npKSE5OTkHoN6XaO7V111FQaDgcWLF/Poo48yefLkPrVEiIQQgmuvvZahQ4eyePHi4ONz5swJRleXLl0asfPYBRdcwLvvvktTUxNNTU28++67XHDBBcc0nmicVDO7aInCfr8/bBq8376VGkfk/CujMhdrBA9/nS+N1ij5UhpZEtD5za+UqRlj/DFnp05FCD/l9l2Ute6kqn1viLim67I5FCMiaNJmcThCZDFAqtbC4RjVFm3e5rDKBpPGSIIiCTkqfPjJ0+fj9jto87Ti8jto9jhIVOrDrJFUctAKJQZZGnK1msa22HlzWrmOlm5fFu0+O+0ddmSSnAJ9Liq5jrLW2NZKUpRqBuh0LdHIwaw1E8FoJCL2I3WmXuFBrwadJ4GOCPusekVSZ+PrI9dtdjcwICGfcnvkn3euPg+bs+LIuUr0ikTaYhidauVqkMuwe5tj7mkCpCcOQOc08NVXXwXdhU0mU69bFXYnIHRJSUlBM9vesHHjRh5//HGKi4tJS0vjN7/5DV6v95hz6j799FNee+01Ro4cyZgxYwB45JFHuOeee7j00kt58cUXyc3NZcWKFQBs3bqV559/nn/9618YjUbuv/9+JkzotLF64IEHwvpg9BcnPPXE6/VGnMG53W527NgRfNOxhM7l6+Ctqsdx+sP3V/RyM83u+pBO7ABKSY1AhssfPntQoaPD50ZCxijjjxiX+pMjOXGhNNkb+bT0PdzJLTT4DuP2O3FHcfdNUZlpdtfFSNRNpcXdFDW4kCjSsEvRZ4WZ2oKIKRoAyaq0qDPKAbrO1I4MbT777dGFuiAxeioMAEJChYYEWSItbjsOKfznmqQ04PRHrz4IkKJKQy4psfbgcmLRptPiDp1JpqkzONxeGzbLNUsW2hTh+3/p2vD9O7kkx6jS094l4p2sSqPV3RYxuGFUmXD5GhCSwKwZgNVRE7F3B4BCUnLd4N+RpEoBOt2F6+rqqK+vx+/3B6sk9Hp9r/a0hBCUlJSg1+vJzw/vUxGNjz76iPvvv59169ZFNdg4CenXTb6TcmYXS+gAtjasxelvQ0JCLimRSwpkkgK5X42rw0+yzoJSrkIuKYLPJyiSqXcdxuFtw+Gzh9zEal8yOmcCg1QTGCDLRSWF79M1NzezZ3cp54+4kMTERLx+L/WuaqyOg9gcB7E6D9LgrA26ocik6BUJ0Ole0kz0PSSVRv59SVj35yR1iFNGV6LVYAbo8LUBghpHOYOSCtnXWh42TpVMjS1GIjJAdkIehzoqcAsHkkKGyWeiFTsuvk/R6RqYiEWKykC9qwazxoIthk+cXqGjpdv+Zb2rhvykfPa1fC/8CkmJW2Un0vdIneMgRlUqjV32Mwck5GHrlofX7K7HpM7A5vSECJmEhEahwOnv/JnZnAexaLOxOmojCt64tPOCQged7sIJCQnk5eXhdrtpaGigoqKC9vZ2UlJSMJlMpKSkRHQZEUKwa9cuEhIS+iR0mzdv5t577z1qobvmmmt4++23MZvNlJSUALBo0SJKSzt9Ipubm0lOTmb79u1h5+bl5ZGYmIhcLkehULB169Y+v35/ccJndj6fL+IegRCCzz//nMmTJ4cFIrrj8buOCNz3me8HDx7EarUyatQoVKqe3XJ9wovT20aHr40ERRJaeSItLS1YrVYaGxtJSEjAbDaTlpZGfX09VVVVjBo1KmYuktfvoc55mHpXDWUtOzjYsQ9/hCVOqjojplebWZONzRk9iVfvTaNFHmvmFnlG1umOG9rwJV2bS1XboZAPar6+MObyHCBJkUJrtyJ5haTEINKweqz4JT+JygQc/tgpInJJ1nmcrw21TINSlhRR8OSSHL1CFTWNJFNbwL7WzjHn6QuwuaJvD6h9OtqEC5/kQyEpMKh0OHyRl6zp2hwOtVcFvxByEwqoi3BtkyYLm8Ma8nPUyfVcf9a9EdONuuP3+4PJwk1NTWG1sQGh02q1FBZG7q4WiS1btrB48WLWrl3b60Tj7nz88cfo9XquuuqqoNh15be//S0Gg4EHHngg7Lm8vDy2bt3a6z4X3Tg9Z3YBUQsIYSz/rK6t4vx+P3v37sXr9TJ27Nhe+27JJQUJymQSlMnBx5KTk0lOTg5Gr6xWK3v37kUIQUFBQY/XVsiUZOjyyNDlMTJlMk6fgwr7Lva1fktl2x68R7rC95TvGUkggwgJn9oDUfaUm6M0nYHOJOPDHaFL/1rHATJ1GdQ5m3H4OlDKlDT0EBW1qLOxusLF2Cs8NFBDoiYBszKLCsfeCGeHkq3LpfZIzqPL70QgSBQG7FLoXmCWLhtblCg6QI2jkmxdNoc6DuHyx/aqc8k7yFblcMBRhcFvxBGju1mto4pcfT6VbeXoFUk0uyPPeOuch9GLFOy04jvixPIjy896JXTQeb+npqaSmpoasTbW5/NhMBj6JHTbtm3jjjvuYM2aNUctdADnnXcelZWVEZ8TQrBixQo++OCDo77+ieKkELvAslWlUrF9+3YsFgsmk6nHGVqgtaLBYOCss44uIz0SkiSRkJCA2+0mLS2NAQMGUF9fz/bt25HL5ZjNZkwmU48Z5xq5lqHJ4xmaPB6v301lWymH2sspad4S9RyTOpM6V/R0hnRdDoejtGXU+ZOwe5qjnhstcl3vqsGgMqL2qkhRp/Y4q7M7WmLG8R2+DhzKZgoSC6mwhy+Tu+IWoTM1t9+FUgXp8nRqu0R6ZVLsxDqBn3ZfIwWJA6MW43fF6q6iUF9Is8cKPeSyH+6oIF8/EJ/wUO+KnrvYLmvCrM6k3lVPkjKF0cbJPY4jEt195kpKSvB4PDgcDr744gtSU1ODOXPR7vkdO3Zwyy23sGrVqj4FMfrKJ598gsViYdCg8PrlwHuZOXMmkiRx4403csMNNxy3sfTECRe77r+crvtzY8aMweFwYLPZ2LFjBzKZDLPZHHRF6YrD4WDnzp3k5ub2yqurL3i9Xnbu3InRaCQ3Nzd48+Xn5+N0OrHZbJSUlCCEwGQyYTabe2zWrZCpGJg0kgL9cExNA2mQqnElN7PfXhKSDtOTYLt80dMdjPo0Ojoi75EpUMZcOrd6GtHJ9ahkcmSSLKr5ZqIvBXuMdBvodAypdRygyV3HgIQB1DhqIlrJJwpDRNstj3Ah+ZtJ12ZQ66jpLPrvYQ8ROku6EpRyUvyx9y0DqOUyUmUmDnX0XI0hhAeNvOePS72rmjR1BueaL0YmHVtmlxCC3bt3o9FoGDFiBJIk4fP5aGho4PDhw+zevZukpCRMJlOwrwTArl27uPHGG1m5ciUDBw48pjH0xLJly7j88sujPr9582aysrKw2WzMmDGDIUOGcN555x3XMUXjhO/Z+f1+PJ7OG7+nQERAWGw2G0KIoPC53W6+++47hg0bhsEQu4VeX3E6nezYsYO8vLweN3Pdbjd1dXXYbLbgLNBsNkeNrPl8Pr799luSkpLIz89HkiSEENQ4DlDWupM6ZzUH2kojvFInRlU6dVGXmBIq1LiJXMPbG5HK1OZgdVahk+tJVpup7agNaxRkUscaQ2cScYraSGuXFohGtYUWlz3sWrkJedTGWJoqZSp08lS0Ck2YPVckEhUGPKINpUxFgtxIbYwcSaPahMPbiB9Bpi6fA23Rr69AiUaS45M86OUpNPtiC2mGNo/LCm7rcbyxEEKwZ88e5HI5gwYNing/CSFoaWmhrq6OxsZGXnjhBbKysiguLqaoqIjhw4cf0xi6UllZyaxZs0L27LxeL1lZWWzbtq1Xy+QlS5ag1+v5f//v//X2ZU+PPbtIFRHd0Wg05OTkkJOTg8vloq6uju3bt+NwOMjOzu53z63W1lZ27drF0KFDSU5O7vF4lUpFVlYWWVlZeL1e6uvrg5G11NRUzGZzcKkRSK3JysoKsd6RJIlMXR6ZujwA6p01lLXupKz127CEZmWM0q1EjNhjRHeT9AbsjthiF/hu6/C10dHRhlySk6/Pp9HRQouvEZM6gzpX7PSQAQn5YTl+jS4riQoDarkx2DA8MZAHFwOP302HaECv7N1+U5rGRLWjFbffiVdYydLkcjiCmEpIqGVy2o+Ea6s7yslNKKCqvSLikjtbP6DTfRhw+dtR+TW4ZdGNISabf9ar8UZDCEFpaSkymSyq0EHnvRPYZwZoaWnhj3/8I8nJyVx33XXMmjWL3//+98etTOu9995jyJAhUYWuvb0dv99PYmIi7e3tvPvuuxGDGCeKEz6zE0Lgcrl6FYjofl5FRQUtLS0MGTIkWPfXmxlVb6irqwvaTvW0JO2JwFLDZrNht9vR6/XBcfclKtXibggKX6u7kVaPPWpeXpo8k/oYrrtaeULMWlidlIibtqj7a6nqdHSKFPbb90Rd4solOYlKfdQqFY1ci1aeTK2jmoLEgWG2W5HQ+w145O1opWQaYwQSFJICXfdorQCzOpeD3cr18vSF1DjCZ3IWzQCsztqQJbdZk0Grx0rXj0Ky0kSTqx5/hH3ETG0+iwpu7fF9RUMIwd69nYGdwYMH9/p+rqys5LLLLuOVV15h7NixNDc38+WXXzJz5syjHkuAyy+/nE2bNlFfX4/FYuHBBx/k2muv5b/+67+YNGkSN910U/DY6upqrrvuOoqLiykvL2f+/PlA5yzwiiuu4N577+3LS/erSp9wsfvggw/Yt28fF110Ua8zpQPW7QqFgsGDB4cIpNfrDS4lHQ5HcEaVlJTU6xulr2krfaGpqYmSkhIMBgPt7e0kJSVhNpsxGo1hLSJj0e5po8ZRSa3jYPBPxxE3FgkZKpkqqg1Vmjq9x7pTsyyTBhFdLHXyJBw+O1p5AslqC7UdNWHL0jx9YcyKEeiMgps1A2hw1uAW0WdHAQL7f3IUKLx6WqXIs9NcfUFw9tWdTG0BlW2dgZJEhQE/zmBkvDspKjNtng46fG3IJRlpaiMtESLcRnkGdd4aun9EhrafT27iWZjN5qj5ctEICJ0Qok8Bt4MHD7Jo0SL+8Y9/cM455/T69U4BTm2xq6io4NVXX+Xtt9/GaDQyd+5cZs2aFXXG43a72blzJ2azuccaQJ/PR319PTabjba2NoxGIxaLJWrUSghBWVkZLpeLYcOG9Ul8eoPNZqOiooJRo0ah1WqDeyw2m42GhoaQXL6+LskdDgdbdn5GYpYGj7KD3a3fRA1AxDIGBZBJMnRyXUjT5u5k60Jz7+SSHLNmAO3eDmxOK0qZCq1cFXP2GMCiyMLt8dAkxXY40SuS8PjbgonaCkmJXpGG1RkuyhaNiWZP9L20zkqHWiza9B6XzwkKA6AgWZVMbYQZYIBMXUHIzzVLV8jC3F/T3NyMzWaLmC8XjcC96PP5GDJkSK+Frrq6moULF/Lcc88xZcqUXp1zCnFqi13wwkd+uUVFRaxduxatVsvcuXOZPXs2FosFSZKor69n3759DBw4sM9JiX6/P7iUbG1tJTk5GYvFQnJycjBvqaSkhISEBAoLC/t9XyMwWxw9enTEmzyQS2Wz2aivr0elUgVTWnqaXdrtdkpKShg+fHiIlU6Tq469rd9S1rKTakcVgV+fQZkacXYSIEubGzNQAKD2J+CSRRYyo9pCkjKN/fbYPWMBFChQSXI8kpt0bV5Mh+PchEKqHaEirZCUJCnN1HSxgTdgxNlD8AUgRzeYRreVNm/sel7oLEPrdGKJ5dUnYdYMoOZIz+GFef/NgITvo59d8+Xq6+uRy+WYTCZMJlOIf5wQgn379uHxeBg6dGiv78Xa2loWLlzIM888c9ROIZGqI5YsWcI///lPTKZO49lHHnmEiy66KOzcDRs2cNttt+Hz+bjuuuu45557jmoMMTg9xC7kRY7sx61atYq33noLuVzOqFGjeP/999m4ceMxFwYHstNtNhvNzc3o9Xrsdjs5OTnHlGwZicCN63A4GD58eK9ni4GaSZvNFvxQmM3msFy+xsZG9u7d2+Peot3Twr7WEqrayiht3UmsX2WGNiukS1d3jGpLxBSRADp5Ij5cmNQDOBCrnhZII50WWWBJLZGhze/smNYNhaRAq1CFWNsHkEsKDMp0ao64O+ck5GJ1Rs9/63wliWRVKk5fOwaVidoY7SwVkoJkVQodPjt6hZGGGEEZhaRCK09CrzTw8/z/jjkGp9NJXV0ddXV1eDyeoAWTzWbrs9DZbDYWLFjAY489xowZM3p1TiQiVUf0Jmrq8/kYPHgwGzduJDs7mwkTJrBs2TKGDRt21GOJwOkndiEvKARPPPEE//jHP8jNzcXlcjFr1izmzZtHTk7OMc/A2tra2L59O4mJiXR0dJCYmIjZbCY1NfWYl7GBvUWlUtmnzeXuBFJu6urq8Pl8QeFra2vjwIEDjB49uk+OGU2uOr5u2My3TV/i7ravl6RMod3bTKxfdZauIOZeXApmWo4sSTO1ne0eI11NiRKVQt5tDJEFb0BCftQ9OOgUvGRVOnZ3Kx7Rs9lAqiyDZvG9yGbq8jncXo4/wnk5Cd8HMBSSCoVHS4c8+mxQr0jmgqwryUqI7E4cCa/XS0NDA+Xl5TidTtLT03u9z9fQ0MCCBQtYsmRJxBlXX+meVtIbsfv8889ZsmQJ77zT2Q7h0UcfBeB3v/vdMY+nC6dH6kk0Pv/8c77++mtKSkrQaDTU1tayevVqbrnlFtra2rj44ouZO3cuAwcO7LOYNDU1sWfPHkaPHk1iYiJCCFpbW7HZbJSXl6PT6Y56D83j8fDtt9+Smpp6zBnrXVNuArl8O3bswOl0MmDAANxuNyqVqtfvP0VtYnrmfKZYLqSk6Uu+btgctI5KVhljNoKWIac+RjKySZ1BQ5ceD9WOcszKDBq8dWGF8ZkJOWHL0oApQU5CQYjgOWPsH0JnNUizu5Z0RS6He+hpKyHhpusSXFDdUU6aJoM2j52OLnWxGdrckEitV7gRCkGaKjPqknZkyuQ+CR10OnO3tbWRmJjIOeecE8yX27t3b8x9vqamJn7+859z33339YvQReO5557j1VdfZfz48Tz99NOBBjhBItmpb9kSvTLoZOCkm9kBwdy77tTV1fHmm2+yevVqGhoauPDCC5k7d26vNnRramo4ePBg1GL+rntodXV1qNXqYNlaT63lnE5nsJqjv+1zAk2KOjo6GDJkCI2Njdhstoi5fH25Zrl9N183bMbmOIAzgu1VgM4Pf+T9PAkwqs00ucMDDVqfAQcOPFJn1FMr1wHeqFFQ6JwVHmgvx6zJpCmGA3AApaRCDqRqMmhw1UV9H1m6fGq7pZ8Er4GaBHkyDd5aEuRJSJI3otmAQlJiUJrCSvnOMozlgqwrexxrd8rLy+no6GD48OFhrUG77/OlpaXhcrlIT09nwYIFLF68mAULFvT5NaPRfWZntVpJS0tDkiTuv/9+ampqeOmll0LOKSoqYsOGDfzrX/8COhv3bNmyheeee67fxsXpPrOD6CVTJpOJG264gRtuuIHGxkb+85//sGTJEg4fPszMmTOZP38+w4cPD1kGdM3PGzt2bNQZW9d6xMLCQtrb27HZbHzzzTcoFIpg9Ub34EFbWxvffvstQ4YMCfv2O1b8fj+7d+9GLpczcuRIJEkiPT2d9PR0fD4fjY2NwbKh5OTkXi+DJEmiMGkYKd50ttZ9Rp1xX9QARbScOoBMXT41UZaaDnkLar8OhVDikNrRevTYI/jLdaX6yAzPH6WGtzt6XzJtijpsrio0ch2pmjwOd1SGHCOTZLR5os9cPbho9tlI8qYhSX46pMgmAl7hocVTh0mTFUz2TtfmMj1jUa/G2pVA4nmgBKwrXe/DgoICnE4nZWVl3HrrrRw8eJBJkyaRl5cXdULQH3T9wr7++uuZNWtW2DFZWVkcPPh9VPvQoUNkZWUdl/H0FyflzK6vtLS0BNvB7d+/nxkzZjB37lyGDRvGE088wc9//nOGDBnSp5ynrjgcDqxWK3V1dUiSFBS+jo4OSktLGTlyZEhbyP4gUFpmMBjIy8uLeWP7/f6QdIfe7EMG0mLGjBmDWq1mX2sJn1jfDm07KU/A5XMEUz+6opI0KOSyiAGErmjkOgxKM/WuQ1GNCLqSojKRpEzqMdAhCYlElT4sXcasGUCzqzloxJmtK4gqyF3J1uXj9/mpdceOSiskJQaVGaevg0X5t6NTJPZ47a5UVlbS2trKiBEjen0/tre3s2jRIhYtWoTRaGTNmjVkZGTw5JNP9um1Y42p68wu0DcC4H/+53/YsmULy5cvDznH6/UyePBg3n//fbKyspgwYQJvvPFGv5aocboHKI6VtrY2iouLeeONN/jiiy8455xzuPXWW5k4cWK/5NEFggeHDh3C6XSSk5NDVlZWv7Wig879vx07dpCZmdnrru4ButZL1tfXB/chTSZTcFZbXV1NdXV1WFqMX/gpafqSz20baPO2hOXWBdDIdWRoczjQvqfH8WhkCSSrDUgooy6Hu5Kly6bBdRiLprPxdqQAAnSKmNUZWcSUMjVGVSY1jgPoFHo6olR0BEiQJyEkFx6/iwSPiVZFbMt6pUzNJTm3YNL2bSZz4MABWlpa+iR0DoeDyy67jEWLFnHdddf16fV6Q6TqiE2bNrF9+3YkSSIvL48XXniBjIyMkOoIgOLiYm6//XZ8Ph/XXHNNX6sjekNc7HqiqqqKhQsXcscdd6DValm1ahXffPMNP/7xj5k3bx6TJ08+6rpaIQQHDhygsbExZA/N6/WSlpaGxWI5po5NASOCgoKCYJ7T0RIpl08ul+PxeBgzZkxU8ff43Xxd/xENrs5kYYMqlWRV6pG/01DLtfj8Xkpbv+Gbho+jGo0myBPRKNS0ehqQkLBo82MmNyf5jLhV3y8509TZ2JxW3N166kpIpKhSsMcIrADkJQyl2d1AY4Q9xa5k6nKo65K6YtaEd4TrSoFsLD9Kn92nKp0DBw7Q3NzMyJEjey10LpeLK664gtmzZ3PzzTf/4K0IfwDiYtcTe/fupampiYkTJwYfc7lcvPfeexQVFfHVV18xadIk5s+fz5QpU3oMQAQIFGj7fD6GDh0actN6PJ5gnpzT6QwKX1/qdQP7f701IugLAbug1tZWZDJZiH3W0XaCD1DdUcFXtg+paCtBHGmwk6hIRiGTaDvSMjJAhjYQdQ29teSSnBRVUtjxelkKHX73ETv5TjK1udTF8JXrvJ4CrVyDw9eOWZNDq6c12KwndDw5YR51MmSkqLMiVlokKVP5qf6/aKxvwm6392qvtKqqiqampj4Jndvt5pe//CXTp0/ntttuOyqhi5QwfOedd7J27VpUKhWFhYW8/PLLEe+1k8ROPS52x4rH4+HDDz9k1apVbN68mQkTJjBv3jymTp0atXohUHGh1+spKCiIefMFHFBsNhsdHR29qtdtbm5mz549jBgxot/3/wJCJ5PJgjWXgQRXm80Wkst3NLPSgEjnnTWAcs8ODrTtwelrDUnp6IpFk0uN42BIV65cfSHWKKVZCp8Gr0+GU96ZPmLSWGjuYbaWpSuktkuaiww5Zm0u9Q5r0CpeKVOjkSkjNm5SSEoSFEYa3aHJ1HMG3EiO/iwgfK80UvnfwYMHaWhoYNSoUb0WOo/Hw9VXX82kSZO48847j3pGFylh+N1332XatGkoFAruvvtuAB5//PGwc4/RTr2/iItdf+L1etm8eTMrV67ko48+YvTo0cybN4/p06cHZzxOp5OSkhLS09P7XHHR3QElJSUlWLYWuIkDwYLRo0cf8yyrO4FGygHz0UgfHLfbTX19PVarFZfLFXSRSUxM7PGDFrDF6hqkaXHXs6LyWVwxghep6gwaXU24/Q608gQUkhdPjLQUpaRGIRLxerw4Fc0xx6SQlKjlKpwR6nQVkgqTZgA1joOY1ZnYIrTcDKCW6VDINEFvvsFJY5kZJc2k+5aBUqlEqVTicrn61C7A6/Vy/fXXM3LkSO69995jXrpG8qEL8Oabb1JUVMTrr78e9lxc7E5zfD4fn3/+OUVFRbz//vsMHTqUc889l5deeol///vfx5ws7Pf7g3t8LS0tGAwGZDIZdrudMWPG9Ho53VsCjssmkykkAbSncwKz0vb29phmCk1NTZSWljJ69OiwAM2h9jL+U/VCxEhugCSlEZfPS6raiPVIH4pYyCQ5WbpBVLXtjXndLF1BzAJ+ALM6B3t7K44ehDNBYcDr9+PDx5UF90RssRmJ8vJyamtrUalUwZaJJpOJhISEqALm8/m4+eabyc/P56GHHuqXPbpYYjd79mwWLVrElVeGC3h+fj4pKSk/tJ16XOxOBH6/n9dee4277rqLgoICMjIymDNnDhde2NlK8Vjx+Xzs2bOHpqYmZDIZBoMhmC5ytCkyXQmYhWZnZwfTCI5mjAFxbm1txWAwYLFYSElJobGxkf3798ecje5s3MzH1tUxXyNdkwOSoK4HJxLodBmpdZaToEhGKzdQE6EXhxwFSpkCTwz7KJVMC36BX+YmTZ0bsywNIEmZxtjUGQxNntDjGKGzuiBgAiGXy4Mz57q6uqANWfceEn6/n9tuu43U1FQee+yxfrkHILrYPfzww2zdupXVq1dHFNXDhw+H2Kn/9a9//SHs1ONidyKoqKhg4cKFrFy5kry8PHbs2EFRURHr168nKyuLOXPmcPHFFx9VICEQ6PD7/QwdOhQgpI2jXq8P7v0cTbqM0+lk+/btR+UWE42u+1OBmt3BgwdjsVhijvHDmpXsav484nMySUaKOoVWTwMWTR4NTivuKK0SjeoMWjzWEPPSZKUZCWWIiYFFmUO9N3bwIsFnxKH83jY+Q1MY00h0iOEcfpJxWcxrBqiurqa2tjYodN0JbGvU1dXR2trKnj170Ol0fP755+h0Op555pl+EzqILHavvPIKL7zwAu+//36vjGqPwk69v4iL3YlACEF7e3tYsCDQv7OoqIi3336b1NRU5s2bx6xZs0hNTe3xuj0FOoQQ2O324N6PVqsNy5OLRXt7Ozt37jwuEV3o/DAfPnyYwsJCGhoaaGhoCI4xUi2nT/hYU/U81RHEZEBCYUgnMI0sAZlbS5ss1JdOJdOgkqvo8EXOl0tVZ+Pyumj32JHLCDM76EqCNw2HKtz3Ll2TT21HZVheX4a2gNk5NyGXev7ZV1dXU1NTEzOtpytCCD755BOeeOIJSkpKOO+885g/fz5z5szpl9UDhIvdhg0bWLx4MR999FHU1KbuduozZszggQce4Gc/Oza7+aMgLnYnCwFn2YAnn16vZ86cOcyePRuz2RwmZB6PJ2hE2ps9tIDgWq3WXnneBYIFI0aM6LcPS1eqqqqCkcXAh7n7GJVKZVhpncPbxorKZ7F3acKTrErD4WvCH6GPoVmdS7OrHueRqGm6NgdbD6kmIJGbMAy334HD00GLpy4k2gug8ibgUzoQUdoypqmzaXTZ8B7J60tUGlmQe3uv9ulqamqorq7utdBB52x5yZIlNDc388ILL7B7927eeustLr/88j71h41GpIThRx99FJfLFfxinjRpEs8//3x/26n3F3GxOxkRQlBeXh705FMqlcyZM4e5c+eSkZHBgQMHKCsrY/To0ZjN5qN6jUC9bl1dXbB/baDNZG997o72vVVUVGC323vMFevo6AiOMVBaZzKZaJeaWHXgr3j8LiQk0rRmmt3RPfLUMi0GpQWZJKPW2XNnMZM6m0Z3NYFbVkJGojIVjVyPz+ujqaMRtUZJm68x5nUMShNOrwOv8HBJ7m0Y1T236aytreXw4cN9EjohBA8//DCHDh3i5Zdf7neX7NOEU0/senI0dblcXHXVVWzbto3U1FT+/e9/k5eX1x8v/YMghODQoUMUFRXx1ltv0dbWRkNDAw899BALFizolyhboL9uXV0dbrcbn8/HqFGj+r21ZMBROmAu2Zf9pO65fD5jK9s868lOyMfaCwFLVppQyTV4fG6aPNGFUSNLQC6TIqaaBDCpchGSH7unOepyOIBOZuA8y8/JTezZiNJqtXLw4EHGjBnT66ocIQRPPvkkpaWlvPbaa/3eJe80ol/Frv92QqPg8/n47//+b9avX893333HsmXL+O6770KOefHFF0lJSWHfvn3ccccdwWTHUxVJkhgwYAB33HEHTzzxBE6nkyuuuIKlS5cyffp0nn76afbt20cPXzQx0Wq15ObmkpGRgUKhYMCAAezbt48vv/ySiooKOjpiF+j3hkAyst/vZ9iwYX3eONdoNAwYMIBx48Zx9tlnk6sbRr5nHHUxXIIDyCUl4KfBdYhWbx0Z2jz0iuQIR0okqYwxhU4tJdDkqaHedRC/cJOhzSfa50hCxgDXWKpLWtizZw+NjY34/ZGXvUcrdH/5y18oKSnh1VdfPWqhu+aaazCbzYwYMSL4WGNjIzNmzGDQoEHMmDGDpqbI5XRLly5l0KBBDBo0iKVLlx7V65+KHPeZXW8cTS+44AKWLFnC5MmT8Xq9pKenB5dBpzJCCH79619z9913B2eqNpuNt956i1WrVtHY2MhFF13E3Llz+9RNKkBlZSVNTU0he2iRGncH6nX7cn2/38+uXbvQarX93qPD2l7F5po3qfdHNwbI0OZj65Z7J0OOSZNLo6s2uJ+XqS3scZZo0eSF5fEZVZk4fO0h5WkyZEzPuIqCxFFhVv5JSUmYTKagk4zNZuPAgQOcffbZfRK6559/no8//piVK1ceUye7SNURd911F0ajkXvuuYfHHnuMpqamsOqIxsZGxo8fz9atW5EkiXHjxrFt27Z+tyfrJ06tZWxvTP5GjBjBhg0bgtUJhYWFbNmy5YfO3j7uNDY2smbNGlatWkV1dTUXXHAB8+fP73EWFehzEeiKFu1Yj8cTTBB2OBy9rowI2EslJycfl+0El8vF9u3b0efI2O3+mAZXaP+LNEU2Tb7oPTGUkhqjOgu3z0GLxxYxyBHAoDTR6qmPaNuukJSkqgdQ4yhHQgoKXXe6doVrbGxEJpPh8Xg4++yze70/KoTgxRdfZMOGDbz55pt9stWPRvdI61lnncWmTZvIyMigpqaGqVOnUlpaGnLOsmXL2LRpEy+88AIAN954I1OnTuXyyy8/5vEcB05/884zBaPRyNVXX83VV19NS0sLa9eu5dFHH6WioiLoyTdmzJgwM9JAnWt3l9vuKJVKMjIyyMjICLaZrKysjOly7PV62bFjBxaLpd+bEcH3OYCDBw/GaDQyTIxnn/1rvqpfj93biE4y0OK1xrzNE5QpgMDlb8esyaXFU48jyj6cQlJG7U/hFR6sznLS1JmMMc6kIHFkxOMkSSI5OZnk5GRsNhv79+8PFtcHAkUmkylmqV+gfeiaNWv6RegiYbVagwnk6enpWK3h+5yR7NQPH47+xXI6cdzFrjeOpoFjsrOz8Xq9tLS09Cpn7XTCYDBw5ZVXcuWVV2K32ykuLubPf/4zpaWlTJs2jblz5zJixAj++Mc/cv311/doRtAduVyOxWLBYrGEuRynpKRgNpvR6/XHXHURC4fDwY4dOxgyZEgwB1CSJAYljaNAP5pdLZtpdltx+NqQIcPr9eF2uXG7PCjkCnSaBOySjWb39w2/O3ytSMgwqXNwe520+L43CDCpB1Dnil2ZISHjbOMM8qMIXVfq6uqorKxk/PjxwXxCh8NBXV0du3btwu/3B2fPXQ0V3njjDVauXBlsGXoikCTplN8G6m+Ou9hNmDCBsrIyKioqyMrKYvny5bzxxhshx8yZM4elS5cyefJkioqKmDZtWsgv6uDBg1x11VVYrVYkSeKGG27gtttuC7nGpk2bmDt3Lvn5+QBccsklPPDAA8f77R0XEhMTg860DoeDDRs28Pzzz7Np0yYmT55MTU0NeXl5R52u0LV/aWBvqrq6GqvVSnJyMkqlEr/f36+Z/B0dHcFk50gRY7lMwaiUqRHPDeTy2Ww2rLYajNp6nPo66kUlbr8DgT9o+ZSkSEOj0NPgPByz6Td0Ct209F+SH2Hp2p36+noqKio4++yzQxKntVptWHOkvXv3cuDAAT788EMGDBjAe++9R3Fx8TH5HPYGi8USdBmuqamJmOKUlZXFpk2bgv8/dOjQUfecPdU4IaknkRxNH3jgAcaPH8+cOXNwOp388pe/5JtvvsFoNLJ8+XIKCr7v1lRTU0NNTQ1jx47Fbrczbtw43nrrrZAelZs2beKpp57i7bff7o8hn1TU19czb948brrpJpKTkykqKmLr1q1MnjyZ+fPn86Mf/eiYTAS6lpfJ5XKsVmuv7d17Q6Cqo7+SnQNpN1ZbLW0KGx0JVur8FSSo9egUiUgSuHwOFDIVckmJx++kxd0QUi/bF6FraGhg//79jBkzptdBhdbWVp588klWr15NQkIC06ZN48orr+Scc8456vfdne57dnfeeSepqanBAEVjYyNPPPFEyDmNjY2MGzeOr7/+GoCxY8eybdu2Y+7NfJw4tQIUx4O5c+dyyy23hDQHPp3Frry8PNhbI0DAk6+oqIhPP/2Uc845h3nz5nH++ef3KcoXrbws0GbSarXS0NAQ0autN9jtdkpKSo5Lnw7oXFru3r0bpU6i1PA2filanwsJ/REDAZkkY6hhCgWJo3u8fkNDA/v27ePss8/u08+1uLiYp59+mnXr1qHX6/noo49wu91cfPHFvb5GLCJVR8ybN49LL72UqqoqcnNzWbFiBUajka1bt/L8888Hg4QvvfQSjzzyCAD33nsvV199db+M6ThwZotdZWUl5513HiUlJSQlJQUf37RpEwsWLCA7O5vMzEyeeuqp/m7+cdLi9Xr55JNPgp58Z599NvPmzWPatGkxN80DQtTTjCvg1RYoCdNoNMFN+VgzykD52qhRo47LEi5geBqwmPrS9jYlrR/2eF6SMo2FuT03c25sbKSsrKzPQrdx40YefvhhiouLT/uMguPMmSt2bW1tnH/++dx7771ccsklIc8F7Mb1ej3FxcXcdtttlJWV/UAj/eHw+Xx89tlnFBUV8cEHHzBs2DDmzp3LzJkzQ9IkWlpa+O67745KiLr2141UCwvhQtTfBLz0xowZExR0t8/BygOP4IrRBxdgZPJPmJAW3h6wKwGhC3Rf6y2bNm3igQceoLi4+KjLAuMEOTPFzuPxMGvWLC644AIWL17c4/GRnFZ78tUXQnDbbbdRXFyMTqfjlVdeYezYsf3+Xk4Ufr+fr776ipUrV7Jx40YGDhzI3LlzkSSJTZs28cQTTxyzEHWthQ30tVAqlVRWVoYIUX8SSegC7Gz6gK0N62KeP8IzhwLTcIxGY8QgTFNTE3v37u2z0H3yySf87ne/Y926df0SzS4tLWXRou/70paXl/PQQw9x++23Bx87nQJzETjz8uyEEFx77bUMHTo0qtDV1tZisViQJIkvv/wSv98fMX3lww8/jLq0WL9+PWVlZZSVlbFlyxZuvvlmtmzZ0q/v5UQik8mYOHEiEydOxO/3s337dh577DE+/PBDJk+ezJtvvslFF110TFZQOp2OvLw88vLycDqdVFRUUFNTQ0JCAlarFbPZ3K8zu65Ly0hCNMzwY75r/iRq/WuCIpmBxpHU1dVRVlYW5h3Y3NxMaWlp1OtH44svvuDuu+/m7bff7re0nbPOOovt27cDnTP2rKysoBtJV3784x+flnvV/c0pIXaffvopr732GiNHjmTMmDEAPPLII1RVdaYb3HTTTRQVFfH3v/8dhUKBVqtl+fLlfc4zWrNmDVdddRWSJDFp0iSam5tDGgafyshkMg4cOEBNTQ179uyhurqaoqIi5syZQ1paGvPmzePiiy8+pvxGu92O3W5nypQpCCGCwQOv13tMDX0CBIIFsWZcCpmSMcYZfFa3KuLzuQkjMBqNGI3GEO/AiooK5HI5TqezzzO6rVu3cscdd/Cf//znuCRiA7z//vsUFhYec2uAM5lTZhnbH/Tkqz9r1izuuecepkyZAsD06dN5/PHHGT9+/A8x3H6ntLSUzMzMkGBEwDU54MmXlJQU9OQzmUy9/sKwWq1UVVVF7KURaDNptVqD9bqBJObeXr8vUVG/8LGq6nHsnoaw5y7M+jUZ2nCvuJaWFkpKSjCZTDQ3N4dZaEVj+/bt3HTTTaxevZqBAwf26r0cDddccw1jx47llltuCXn8NA/MnXnL2P5i8+bNIb76Q4YM+SF89X8wzjrrrLDHJEliyJAh3Hfffdx7773s37+fVatWccUVV6BSqYKefOnp6VGFqaamhsOHD0ctilcqlWRmZpKZmRls6FNeXh7sx9BTm8n6+nr279/f66ioTJIz1ngBH1lDk9c1cj3pmvyw41taWti9ezfjxo0L7gEGcvm+/fZbhBBB4eu6JC8pKeGmm25i5cqVx1Xo3G43//nPf4ImGl0ZO3YsBw4cCAbm5s2bd0YG5nrDGTWz60okX/3uRdFdC6vPNIQQVFVVBc1I/X4/s2fPZt68eWRnZweF6dChQ1it1j4ZVwYI9GOwWq20tbVhNBoxm80hbSYDwtiXhN7O8ft56+AzNLlrgo8NTprIFPOlIce1trby3XffxYwau1yuoJOMw+Fg3bp1TJw4kUceeYTly5cf95nUmjVr+Nvf/sa7777b47EnSQvE/uLU8rM7WWhvb8dutwf//e6774Z4gUFn2dqrr76KEIIvvvgCg8EQJnSBKGDgT1JSEs8++2zIMZs2bcJgMASPeeihh47rezseSJJEbm5usF/BihUr0Ol03Hzzzfz0pz/lmWee4b777uPpp58+KqEDgkvFkSNHMnHiRIxGI9XV1XzxxRfs3r07mEzdV6HrHL+McakXhjyWlxBaLdEboQNQq9VkZ2czduxYxowZg8Fg4Pe//z1er5f/+7//Y9u2bX0aW19ZtmxZVFeS2traoC9irMBcnDNoZhfNV//5558HOoMcQghuueUWNmzYgE6n4+WXX465XxeIkG3ZsiVk4/h0ruaATk++X//612zduhWz2cyFF17IvHnzGDx4cL8Un/v9fioqKjh06BBKpfKY2ky+feiv2JyVqGQarsh/CJnUKcp2uz2Y8NwXG/uKigouv/xyXnnlFYYMGcI777xDWVkZd911V5/G1Vva29vJycmhvLw8WFPc9Z597rnnQgJzzzzzDOeee+5xGcsPwJmZZ3cy8u677/Lggw/y6aefhjx+uovdc889x+bNm3nttddobW0NevLV1tYGPfn6auHelYAxZsABONDCMdBm0mKx9Lpet8axn/WH/5dC/VjOT/8FcPRCV1VVxaJFi/jnP//ZrzWucaISF7uThTM0QkZtbS0mkylMbJqbm1m7di2rVq2isrKSGTNmMG/ePEaPHt1r4YsV1Q3U69pstmALR4vF0mO97jvV/+CspMnk6UfS1tYWrNXtSxrM4cOHufTSS3nuuef40Y9+1Ovz4hwTcbE7GXC73WRmZrJr1y4sFkvIc/HStc7Z07p161i1ahWlpaVMnz6duXPnMn78+KjCFxC63lidB+p1A/11VSoVFoslYr1ug6u6s2tYh+uohK62tpaFCxfyzDPP9Ksd0plW0XMUxMXuZOAMjpD1mY6ODtavX8/q1avZuXMn559/PnPnzmXSpEnB2eHBgweDUd2jaULTtc2kQqEIq9dtb2/n22+/7bPQ2Ww2FixYwGOPPRbiOtMf9HRfFBcX89e//pXi4mK2bNnCbbfddkpX9BwFcbE7Gbjsssu44IILItrjdC9dW7hwIdOnT2fdunVBO2/oLH1atGgRlZWV5OXlsWLFioiNT5YuXcqf/vQnAO677z5+9atfHd83dxxxOp1s3LiRoqIitm3bxrnnnktSUhKlpaW8/vrr/dJWMJAjZ7PZgpbqNpuNUaNG9clmqqGhgUsuuYQHH3yQiy666JjH1Z2exC6eChVPPfnBaW9vZ+PGjSHOK88//3wwSlZUVMSIESMYPXo0t956K8uXL+fqq69mw4YNIdd57LHHmD59OmVlZUyfPp3HHnss7LUaGxt58MEH2bJlC19++SUPPvhg1BZ5pwIajYbZs2ezdOlSvv76awwGAytWrKCqqorbb7+d9957D7fbfUyvEWgzOWHCBAoLC6murkYul7N7924qKyt71WayqamJhQsXcv/99x8XoYPO9J6ZM2cybtw4/vGPf4Q9fyb3izgenFEVFP1FQkICDQ2hpUg33XRT8N+33HJLWNACOr34urJmzZqgRfavfvUrpk6dGtb67p133mHGjBlBJ9kZM2awYcOGk7UbVJ94//332bFjB7t370atVgdbDP7+978PevL95Cc/OWrnlI6OjmBRf2JiYtA2fc+ePXg8nmC9bvfZXktLCz//+c+56667mDNnTn+81Yic6RU9J5q42P2AnOndoM4//3zOP//8YPrHtGnTmDZtGj6fj08//ZSioiKWLFnC8OHDmTdvHj/96U97nSoS6HkxfPjwYC2wSqUiKyuLrKysYJvJffv24XQ6MRqNNDU1MWTIEBYtWsRvfvMbFixYcNzeOxBsPGU2m5k/fz5ffvlliNj1pllVnN4TX8aeJJyJ3aB0Ol1E8ZLL5Zx33nn85S9/YceOHdx+++189dVXTJs2jV/+8pesWrWKtrbozXQcDgc7d+5k2LBhUR2YA20mx4wZw/jx45EkiT/96U+MHTuWxMRECgoK8Pv9/fZeu9NfFT1xek98ZvcDEu8G1TMymYxJkyYxadIk/H4/33zzDUVFRTzzzDPk5OQwZ84cLrroomB1QaCof9iwYSG2/bFQKBTBet8HHniArKws/vd//xev18vrr79+XN6X1WoNq+j52c9+FlIdcdFFF1FcXMzAgQODFT1xjp54NPYE0h/doHJyctBoNFgslpDrrF27FpVKRWFhIS+//HJEQ86e8rpOJYQQlJSUsHLlSoqLizGZTJx//vm8/PLLrF27tk++ck6nk1/84hfMnj2bm2+++YybYZ/E9O8vQggR60+cfuKyyy4T6enpQqFQiKysLPGvf/1L1NfXi2nTpomBAweK6dOni4aGBiGEEF999ZW49tprg+e++OKLorCwUBQWFoq7775bbNu2TQwfPjz4/DvvvCM8Ho8QQoi77rpL3HXXXRHHkJubK+rq6o7ju/xh8Pv94oMPPhAZGRni3HPPFTNmzBB//etfRUVFhWhraxPt7e1R/zQ1NYlZs2aJZ599Vvj9/h/6rcQJpSd96tOfuNidglRUVISIXVdWr14trrjiiojPna5i53A4xLhx48Snn34q/H6/KCsrE48++qiYPHmymDp1qnjmmWfE/v37w4SvublZzJ8/Xzz++OP9JnRVVVVi6tSpYujQoWLYsGHi2WefDTvmww8/FElJSWL06NFi9OjR4sEHH+yX1z4NiYvdmU4ssZs1a5Z47bXXIj6Xl5cnzj77bDF27FjxwgsvHM8hnnBsNlvYY36/X1RUVIinnnpKTJkyRUyZMkU8/vjjorS0VLS0tIhLL71U/PGPf+zXGV11dbXYtm2bEEKI1tZWMWjQILFr166QYz788ENx8cUX99trnsb0q9jFo7GnEQ8//DAKhYJf/OIXEZ/fvHkzX3/9NevXr+dvf/sbH3/88Qke4fHDZDKFPSZJEnl5efz2t7/l448/Zvny5Wg0Gm688UaGDBlCVlYW9957b7/u0WVkZATrVxMTExk6dOhpkyp0qhMXu9OEV155hbfffpvXX3896oc3Ul7XmYIkSWRlZXHrrbfywQcfsHHjRp544onjGoyorKzkm2++YeLEiWHPff7554wePZoLL7yQXbt2HbcxxOlCD1O/OCch3Zex69evF0OHDo24lAvQ1tYmWltbg/82mUzCYDCEXOcPf/iDyMzMDO4lrVu3LuK11q9fLwYPHiwKCwvFo48+2k/v6vTCbreLsWPHilWrVoU919LSIux2uxBCiHXr1omBAwee6OGdKsT37M5kIkV1CwsLRXZ2dlCkbrzxRiGEEIcPHxYXXnihEEKI/fv3i1GjRolRo0aJYcOGiWuvvTYsqvuHP/xBPPnkkzFf3+v1ioKCArF//37hcrnEqFGjwvakznTcbreYOXOmePrpp3t1/OkaOOoH+lXs4knFpxjLli0Le+zaa6+NeGxmZibFxcUAFBQUsGPHjpDnu9fq9oYvv/ySgQMHUlBQAHS6v6xZs4Zhw4b1+VqnI0L0X0P3OP1LXOzihPDcc8/x6quvMn78eJ5++ukwy6lItbpnmMdaTE5UQ/c4fScudnGC3Hzzzdx///1IksT999/Pb3/7W1566aUfelinFFOmTOncH4pBNFecOMeXeDQ2ThCLxYJcLkcmk3H99ddHjNbGnTjinKrExS5OkJqa7xtKv/nmm2EuHAATJkygrKyMiooK3G43Tz75JE899VTIsYsWLQr2zM3Lywsu57qTl5cXXO7Fall5srBhwwbOOussBg4cGNFo1eVysWjRIgYOHMjEiROPak80znGkhwhGnNOUSFHdK6+8UowYMUKMHDlSzJ49W1RXVwshQqO6QnSmSwwaNEgUFBREjOp2ZfHixVHLoU6lKGRvotB/+9vfgpHwZcuWiUsvvfSHGOrpRDz1JM7JRbTyNb/fL7Kzs8XevXsjnncqid1nn30mZs6cGfz/I488Ih555JGQY2bOnCk+++wzIYQQHo9HpKamxs0Fjo14uVicU4NPPvkEi8XCoEGDIj7fUw+Gk4neOEZ3PUahUGAwGMLs++P8cMSjsXGOG8uWLYvZKyPegyHOiSQ+s4tzXPB6vaxevZpFixZFPeZUqtXtTRS66zFer5eWlpZ4svBJRFzs4hwX3nvvPYYMGRLVMbh7D4a1a9fy2muvMWzYMIYPH86f//xnoNOpecaMGQwaNIgZM2ZEbSO5dOlSBg0axKBBg1i6dGm/v5/uUejly5eHdR6bM2dO8LWLioqYNm1aPFn4ZKKHTb04cWISKaorhBC/+tWvxN///veQY2PV6gYcmIUI9YG78847g2YDjz76aEQX5oaGBpGfny8aGhpEY2OjyM/PF42Njf3+XrtGof/0pz8JIYS4//77xZo1a4QQnSaiCxcuFIWFhWLChAli//79/T6GM4x+DVDEe1DEOSmZO3dusNJg06ZNwaZEU6dOpbS0NOTYZcuWsWnTJl544QUAbrzxRqZOnXpa9NY9w+nXaXF8GRvnpKOrD9yZ3ls3Tv8RF7s4JxVtbW0sWLCAZ599NqwV4pnYWzdO/9HTMjZOnBOGJElK4G3gHSHEM0ceKwWmCiFqJEnKADYJIc7qdt7lR4658cj/XzhyXLgfVpwzlvjMLs5JgdQ5ZXsR2B0QuiP8B/jVkX//ClgT4fR3gJmSJKVIkpQCzDzyWJw4QeIzuzgnBZIkTQE+Ab4F/Ece/j2wBVgB5AAHgEuFEI2SJI0HbhJCXHfk/GuOHA/wsBDi5RM5/jgnP3GxixMnzhlBfBkbJ06cM4K42MWJE+eMIC52ceLEOSOIi12cOHHOCOJiFydOnDOCuNjFiRPnjCAudnHixDkjiItdnDhxzgj+PyXXr9Oq9dfPAAAAAElFTkSuQmCC\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "xx_exp, yy_exp = np.meshgrid(x_exp, y_exp)\n", + "\n", + "\n", + "#z_model_star2 = gauss2D_str1((xx_axis,yy_axis), a=1, b=0, c=3, x0=0, y0=0)\n", + "\n", + "#star1_exp_func((x_exp ,y_exp), 'Through_x-axis')\n", + "\n", + "#z_model_star1 = gauss2D_str1((x_axis,y_axis), a=1, b=0, c=3, x0=0, y0=0)\n", + "ax_star1_patentado = Axes3D(plt.figure())\n", + "ax_star1_patentado.plot_surface(xx_exp,yy_exp,star1_nrmlzd ,vmax=abs(z_model_star2).max(), vmin=-abs(z_model_star2).max(), cmap=cm.RdYlGn, rstride=1,cstride=1)\n", + "#ax_star1_patentado.plot_surface(xx_axis,yy_axis,z_exp_star3,vmax=abs(z_model_star2).max(), vmin=-abs(z_model_star2).max(), cmap=cm.RdYlGn, rstride=1,cstride=1)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Image_Analysing-A.ipynb Image_Analysing-Star1.ipynb zapatocaImage.jpeg\r\n" + ] + } + ], + "source": [ + "ls" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[NbConvertApp] Converting notebook Image_Analysing-Star1.ipynb to markdown\n", + "[NbConvertApp] Support files will be in Image_Analysing-Star1_files/\n", + "[NbConvertApp] Making directory Image_Analysing-Star1_files\n", + "[NbConvertApp] Making directory Image_Analysing-Star1_files\n", + "[NbConvertApp] Making directory Image_Analysing-Star1_files\n", + "[NbConvertApp] Making directory Image_Analysing-Star1_files\n", + "[NbConvertApp] Making directory Image_Analysing-Star1_files\n", + "[NbConvertApp] Making directory Image_Analysing-Star1_files\n", + "[NbConvertApp] Making directory Image_Analysing-Star1_files\n", + "[NbConvertApp] Making directory Image_Analysing-Star1_files\n", + "[NbConvertApp] Making directory Image_Analysing-Star1_files\n", + "[NbConvertApp] Making directory Image_Analysing-Star1_files\n", + "[NbConvertApp] Making directory Image_Analysing-Star1_files\n", + "[NbConvertApp] Writing 10084 bytes to Image_Analysing-Star1.md\n" + ] + } + ], + "source": [ + "#!jupyter nbconvert --to markdown Image_Analysing-Star1.ipynb" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Image_Analysing-A.ipynb Image_Analysing-Star1.ipynb zapatocaImage.jpeg\r\n", + "\u001b[0m\u001b[01;34mImage_Analysing-Star1_files\u001b[0m/ Image_Analysing-Star1.md\r\n" + ] + } + ], + "source": [ + "#ls" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/data/Image_Analysing-Star1.md b/data/Image_Analysing-Star1.md new file mode 100644 index 0000000000000000000000000000000000000000..3f718e040f06bdac4367d100f5bab59ae3da990b --- /dev/null +++ b/data/Image_Analysing-Star1.md @@ -0,0 +1,569 @@ +```python +import numpy as np +import matplotlib.pyplot as plt +%matplotlib inline + +zapatocaImage = plt.imread('zapatocaImage.jpeg') + +plt.imshow(zapatocaImage[:,:,0], cmap='gray') +``` + + + + + <matplotlib.image.AxesImage at 0x7f9cc66ceac8> + + + + + + + + + + +```python +zapatocaImage.shape +``` + + + + + (789, 1184, 3) + + + + +```python +bs1 = 0.2989 * zapatocaImage[:,:,0] +bs1 = bs1.astype(int) +bs2 = 0.5870 * zapatocaImage[:,:,1] +bs2 = bs2.astype(int) +bs3 = 0.1140 * zapatocaImage[:,:,2] +bs3 = bs3.astype(int) +blckndwht_star1 = bs1 +bs2 + bs3 +#plt.imshow(bs3, cmap='gray', vmin=0, vmax=255) +#plt.imshow(bs1 +bs2 + bs3) +``` + + +```python +plt.imshow(blckndwht_star1) + +#plt.imshow(blckndwht_star1, cmap='gray') +#plt.imshow(blckndwht_star1, cmap='gray', vmin=0, vmax=255) + +plt.colorbar() +``` + + + + + <matplotlib.colorbar.Colorbar at 0x7f9c653d83c8> + + + + + + + + + + +```python +#plt.imshow(blckndwht_star1[543:564,648:677]) +plt.imshow(blckndwht_star1[543:564,652:673]) + +#plt.imshow(blckndwht_star1[543:564,648:677], vmin=0, vmax=255) +plt.colorbar() +``` + + + + + <matplotlib.colorbar.Colorbar at 0x7f9c65328940> + + + + + + + + + + +```python +#x_axis = np.linspace(-14,14,29) +x_axis = np.linspace(-10,10,21) +y_axis = np.linspace(-10,10,21) + +xx_axis, yy_axis = np.meshgrid(x_axis, y_axis) +xx_axis.shape +``` + + + + + (21, 21) + + + + +```python +#star1 = blckndwht_star1[543:564,648:677].copy() + +star1 = blckndwht_star1[543:564,652:673].copy() +star1_nrmlzd = star1/255 +#star1_nrmlzd_int = star1_nrmlzd.astype(int) +``` + + +```python +from scipy.optimize import leastsq +from scipy.optimize import curve_fit +``` + + +```python +def gauss2D_str1(X, a=255, b=0, c=1, x0=0, y0=0): + x,y = X + exponente = -((x-x0)**2 + (y-y0)**2) / (2*c**2) + z = a * np.exp(exponente) + b + #print(z) + return z +``` + + +```python +#x_axis = np.linspace(-14,14,29) +#y_axis = np.linspace(-10,10,21) +#p0_star1 = 0., 5. +#print(curve_fit(gauss2D_str1, (x_axis,y_axis), z_exp_star1, p0_star1)) +``` + + +```python +#gauss2D_str1((x_axis,y_axis),a,b,c).shape +#gauss2D_str1((x_axis,y_axis),255., 0., 5., 0.0, 0.0).shape +#gauss2D_str1((x_axis,y_axis), a=1, b=0, c=3, x0=0, y0=0) +gauss2D_str1((x_axis,y_axis), 1, 0, 3, 0, 0).shape +``` + + + + + (21,) + + + + +```python +gauss2D_str1((x_axis,y_axis), 1, 0, 3, 0, 0)[0] +``` + + + + + 1.4945338524781451e-05 + + + + +```python +gauss2D_str1((x_axis,y_axis), 1, 0, 3, 0, 0)[10] +``` + + + + + 1.0 + + + + +```python +gauss2D_str1((x_axis,y_axis), 1, 0, 3, 0, 0)[20] +``` + + + + + 1.4945338524781451e-05 + + + + +```python +yprueba = gauss2D_str1((x_axis,y_axis), 1, 0, 3, 0, 0) +plt.plot(x_axis,yprueba,"r-") +``` + + + + + [<matplotlib.lines.Line2D at 0x7f9c3c016dd8>] + + + + + + + + + + +```python +plt.plot(y_axis,yprueba,"r-") +``` + + + + + [<matplotlib.lines.Line2D at 0x7f9c3bf846a0>] + + + + + + + + + + +```python +x_exp = np.arange(0,21,1) + +y_exp = np.arange(0,21,1) +x_exp +``` + + + + + array([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, + 17, 18, 19, 20]) + + + + +```python +temppx_xpp ,temppy_ypp = (x_exp,y_exp) +``` + + +```python +star1_nrmlzd[temppx_xpp,temppy_ypp] == star1_nrmlzd[temppy_ypp,temppx_xpp] +``` + + + + + array([ True, True, True, True, True, True, True, True, True, + True, True, True, True, True, True, True, True, True, + True, True, True]) + + + + +```python + +``` + + +```python +def star1_exp_func(X_exp, x_whch): + tempx_exp ,tempy_exp = X_exp + #star1_nrmlzd + tempz_exp = np.array([]) + if x_whch == 'Through_x-axis': + tempz_exp = np.append(tempz_exp, star1_nrmlzd[tempx_exp ,tempy_exp] ) + #star1_nrmlzd[,] + #z_exp + return tempz_exp + elif x_whch == 'Through_y-axis': + tempz_exp = np.append(tempz_exp, star1_nrmlzd[tempy_exp ,tempx_exp] ) + return tempz_exp +``` + + +```python +z_expstar1_thrghx = star1_exp_func((x_exp ,y_exp), 'Through_x-axis') #.shape +``` + + +```python +z_expstar1_thrghy = star1_exp_func((x_exp,y_exp), 'Through_y-axis') #.shape +``` + + +```python +plt.plot(x_axis,z_expstar1_thrghx,"r-") +``` + + + + + [<matplotlib.lines.Line2D at 0x7f9c3bf560f0>] + + + + + + + + + + +```python +plt.plot(x_axis,z_expstar1_thrghy,"r-") +``` + + + + + [<matplotlib.lines.Line2D at 0x7f9c3bedf080>] + + + + + + + + + + +```python +#p0_star1= np.array([255, 0, 5, 0, 0]) +# [a=255, b=0, c=5, x0=0, y0=0] +# exponente = -((x-x0)**2 + (y-y0)**2) / (2*c**2) +# z = a * np.exp(exponente) + b +# + + + +p0_star1= np.array([1, 0, 3.5, 0, 0]) +print(curve_fit(gauss2D_str1, (x_axis,y_axis), + z_expstar1_thrghx,p0_star1)[0][2]) + +#z_expstar1_thrghY + +print(curve_fit(gauss2D_str1, (x_axis,y_axis), + z_expstar1_thrghy,p0_star1)[0][2]) +``` + + 4.126063711744642 + 4.126063711744642 + + + /home/bullam/.local/lib/python3.7/site-packages/scipy/optimize/minpack.py:829: OptimizeWarning: Covariance of the parameters could not be estimated + category=OptimizeWarning) + + + +```python +p0_star1= np.array([1, 0, 5, 0, 0]) +print(curve_fit(gauss2D_str1, (x_axis,y_axis), + z_expstar1_thrghx,p0_star1)[0][2]) + +print(curve_fit(gauss2D_str1, (x_axis,y_axis), + z_expstar1_thrghy,p0_star1)[0][2]) +``` + + 4.928611745994732 + 4.928611745994732 + + + +```python +#z_expstar1_thrghX + +p0_star1= np.array([1, 0, 7, 0, 0]) +print(curve_fit(gauss2D_str1, (x_axis,y_axis), + z_expstar1_thrghx,p0_star1)[0][2]) + +#p0_star1= np.array([1, 0, 7, 0, 0]) +print(curve_fit(gauss2D_str1, (x_axis,y_axis), + z_expstar1_thrghy,p0_star1)[0][2]) +``` + + 4.874353706666568 + 4.874353706666568 + + + +```python +p0_star1= np.array([1, 0, curve_fit(gauss2D_str1, (x_axis,y_axis), + z_expstar1_thrghy,p0_star1)[0][2], 0, 0]) +print(curve_fit(gauss2D_str1, (x_axis,y_axis), + z_expstar1_thrghx,p0_star1)[0][2]) + +print(curve_fit(gauss2D_str1, (x_axis,y_axis), + z_expstar1_thrghy,p0_star1)[0][2]) +``` + + 4.875021346933124 + 4.875021346933124 + + + +```python +p0_star1= np.array([1, 0, 17, 0, 0]) +print(curve_fit(gauss2D_str1, (x_axis,y_axis), + z_expstar1_thrghx,p0_star1)[0][2]) + +print(curve_fit(gauss2D_str1, (x_axis,y_axis), + z_expstar1_thrghy,p0_star1)[0][2]) +``` + + 4.87435369702605 + 4.87435369702605 + + +## c es aproximadamente igual a 4.8743 + + +```python +p0_star1= np.array([1, 0, 6, 0, 0]) +print(curve_fit(gauss2D_str1, (x_axis,y_axis), + z_expstar1_thrghx,p0_star1)[0][0]) + +print(curve_fit(gauss2D_str1, (x_axis,y_axis), + z_expstar1_thrghx,p0_star1)[0][1]) + +print(curve_fit(gauss2D_str1, (x_axis,y_axis), + z_expstar1_thrghx,p0_star1)[0][2]) + +print(curve_fit(gauss2D_str1, (x_axis,y_axis), + z_expstar1_thrghx,p0_star1)[0][3]) + +print(curve_fit(gauss2D_str1, (x_axis,y_axis), + z_expstar1_thrghx,p0_star1)[0][4]) + +#p0_star1= np.array([1, 0, 7, 0, 0]) +#print(curve_fit(gauss2D_str1, (x_axis,y_axis), +# z_expstar1_thrghy,p0_star1)[0][1]) +``` + + 0.5729727621590178 + 0.46791300710503303 + 4.874353709858581 + 0.9316969381425967 + -0.7084043204480968 + + + +```python +yprueba1 = gauss2D_str1((x_axis,y_axis), 0.5729727621590178, 0.46791300710503303, 4.874353709858581, 0.9316969381425967, -0.7084043204480968) +plt.plot(x_axis,yprueba,"r-") +``` + + + + + [<matplotlib.lines.Line2D at 0x7f9c39e692b0>] + + + + + + + + + + +```python + +``` + + +```python + +``` + + +```python +import matplotlib.cm as cm +from mpl_toolkits.mplot3d import Axes3D + +z_model_star1 = gauss2D_str1((xx_axis,yy_axis), a=1, b=0, c=3, x0=0, y0=0) +#z_model_star1 = gauss2D_str1((x_axis,y_axis), a=1, b=0, c=3, x0=0, y0=0) +ax_star1 = Axes3D(plt.figure()) +ax_star1.plot_surface(xx_axis,yy_axis,z_model_star1,vmax=abs(z_model_star1).max(), vmin=-abs(z_model_star1).max(), cmap=cm.RdYlGn, rstride=1,cstride=1) +plt.show() + + +#x = y = np.arange(-3.0, 3.0, 0.25) +#X, Y = np.meshgrid(x, y) + +#def f(x,y): +# return (1-x/2+x**5+y**3)*np.exp(-x**2-y**2) + +#Z1 = f(X,Y) + +#ax = Axes3D(plt.figure()) # creando el cubo +#ax.plot_surface(X,Y,Z1,vmax=abs(Z1).max(), vmin=-abs(Z1).max(), cmap=cm.RdYlGn, rstride=1,cstride=1) +#plt.show() +``` + + + + + + + + +```python +z_model_star1.shape +``` + + + + + (21, 21) + + + + +```python +#z_model_star2 = gauss2D_str1((xx_axis,yy_axis), a=1, b=0, c=3, x0=0, y0=0) +z_model_star2 = gauss2D_str1((xx_axis,yy_axis), + 0.5729727621590178, 0.46791300710503303, 4.874353709858581, 0.9316969381425967, -0.7084043204480968) +#plt.plot(x_axis,yprueba,"r-") +#z_model_star1 = gauss2D_str1((x_axis,y_axis), a=1, b=0, c=3, x0=0, y0=0) +ax_star1_patentado = Axes3D(plt.figure()) +ax_star1_patentado.plot_surface(xx_axis,yy_axis,z_model_star2,vmax=abs(z_model_star2).max(), vmin=-abs(z_model_star2).max(), cmap=cm.RdYlGn, rstride=1,cstride=1) +plt.show() +``` + + + + + + + + +```python +xx_exp, yy_exp = np.meshgrid(x_exp, y_exp) + + +#z_model_star2 = gauss2D_str1((xx_axis,yy_axis), a=1, b=0, c=3, x0=0, y0=0) + +#star1_exp_func((x_exp ,y_exp), 'Through_x-axis') + +#z_model_star1 = gauss2D_str1((x_axis,y_axis), a=1, b=0, c=3, x0=0, y0=0) +ax_star1_patentado = Axes3D(plt.figure()) +ax_star1_patentado.plot_surface(xx_exp,yy_exp,star1_nrmlzd ,vmax=abs(z_model_star2).max(), vmin=-abs(z_model_star2).max(), cmap=cm.RdYlGn, rstride=1,cstride=1) +#ax_star1_patentado.plot_surface(xx_axis,yy_axis,z_exp_star3,vmax=abs(z_model_star2).max(), vmin=-abs(z_model_star2).max(), cmap=cm.RdYlGn, rstride=1,cstride=1) +plt.show() +``` + + + + + + + + +```python + +``` diff --git a/data/Image_Analysing-Star1_files/Image_Analysing-Star1_0_1.png b/data/Image_Analysing-Star1_files/Image_Analysing-Star1_0_1.png new file mode 100644 index 0000000000000000000000000000000000000000..f6dc47a0a67d64864ac4b0a673f117941a33c17b Binary files /dev/null and b/data/Image_Analysing-Star1_files/Image_Analysing-Star1_0_1.png differ diff --git a/data/Image_Analysing-Star1_files/Image_Analysing-Star1_14_1.png b/data/Image_Analysing-Star1_files/Image_Analysing-Star1_14_1.png new file mode 100644 index 0000000000000000000000000000000000000000..1c7bf1e61e0391fad7ef51b50e90e6bba9e5d37f Binary files /dev/null and b/data/Image_Analysing-Star1_files/Image_Analysing-Star1_14_1.png differ diff --git a/data/Image_Analysing-Star1_files/Image_Analysing-Star1_15_1.png b/data/Image_Analysing-Star1_files/Image_Analysing-Star1_15_1.png new file mode 100644 index 0000000000000000000000000000000000000000..1c7bf1e61e0391fad7ef51b50e90e6bba9e5d37f Binary files /dev/null and b/data/Image_Analysing-Star1_files/Image_Analysing-Star1_15_1.png differ diff --git a/data/Image_Analysing-Star1_files/Image_Analysing-Star1_23_1.png b/data/Image_Analysing-Star1_files/Image_Analysing-Star1_23_1.png new file mode 100644 index 0000000000000000000000000000000000000000..0fdeb1656b35e5fed9a7fc05adf3fb8a72d6f9be Binary files /dev/null and b/data/Image_Analysing-Star1_files/Image_Analysing-Star1_23_1.png differ diff --git a/data/Image_Analysing-Star1_files/Image_Analysing-Star1_24_1.png b/data/Image_Analysing-Star1_files/Image_Analysing-Star1_24_1.png new file mode 100644 index 0000000000000000000000000000000000000000..0fdeb1656b35e5fed9a7fc05adf3fb8a72d6f9be Binary files /dev/null and b/data/Image_Analysing-Star1_files/Image_Analysing-Star1_24_1.png differ diff --git a/data/Image_Analysing-Star1_files/Image_Analysing-Star1_32_1.png b/data/Image_Analysing-Star1_files/Image_Analysing-Star1_32_1.png new file mode 100644 index 0000000000000000000000000000000000000000..1c7bf1e61e0391fad7ef51b50e90e6bba9e5d37f Binary files /dev/null and b/data/Image_Analysing-Star1_files/Image_Analysing-Star1_32_1.png differ diff --git a/data/Image_Analysing-Star1_files/Image_Analysing-Star1_35_0.png b/data/Image_Analysing-Star1_files/Image_Analysing-Star1_35_0.png new file mode 100644 index 0000000000000000000000000000000000000000..85f882f2250657496c9f67371254a0b2e96b2a53 Binary files /dev/null and b/data/Image_Analysing-Star1_files/Image_Analysing-Star1_35_0.png differ diff --git a/data/Image_Analysing-Star1_files/Image_Analysing-Star1_37_0.png b/data/Image_Analysing-Star1_files/Image_Analysing-Star1_37_0.png new file mode 100644 index 0000000000000000000000000000000000000000..194ecc0b6bd45309e7efee74f8c1eb4daeac8810 Binary files /dev/null and b/data/Image_Analysing-Star1_files/Image_Analysing-Star1_37_0.png differ diff --git a/data/Image_Analysing-Star1_files/Image_Analysing-Star1_38_0.png b/data/Image_Analysing-Star1_files/Image_Analysing-Star1_38_0.png new file mode 100644 index 0000000000000000000000000000000000000000..9383890ad51f69918a6f7c53f89c16360ccaaa7e Binary files /dev/null and b/data/Image_Analysing-Star1_files/Image_Analysing-Star1_38_0.png differ diff --git a/data/Image_Analysing-Star1_files/Image_Analysing-Star1_3_1.png b/data/Image_Analysing-Star1_files/Image_Analysing-Star1_3_1.png new file mode 100644 index 0000000000000000000000000000000000000000..d76ea696c3c1fd7bddcff09942f6c92d43d5922b Binary files /dev/null and b/data/Image_Analysing-Star1_files/Image_Analysing-Star1_3_1.png differ diff --git a/data/Image_Analysing-Star1_files/Image_Analysing-Star1_4_1.png b/data/Image_Analysing-Star1_files/Image_Analysing-Star1_4_1.png new file mode 100644 index 0000000000000000000000000000000000000000..617d02d778e0217ce81adb1a026caceeb7213391 Binary files /dev/null and b/data/Image_Analysing-Star1_files/Image_Analysing-Star1_4_1.png differ