{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Branin Function Example\n", "\n", "The **Branin function** is a 2-dimensional continuous benchmark function commonly used to test optimization algorithms. It has **three global minima** and multiple local minima, making it ideal for demonstrating iterative optimization workflows like AMLRO.\n", "\n", "## Function Domain\n", "\n", "| Variable | Bounds |\n", "|----------|---------|\n", "| x₁ | [-5, 10] |\n", "| x₂ | [0, 15] |\n", "\n", "## Global Minima\n", "- (-π, 12.275)\n", "- (π, 2.275)\n", "- (9.42478, 2.475)\n", "\n", "All minima have a function value of approximately **0.3979**. since we going to use coaser grid Minima ~0.40\n", "\n", "## Purpose\n", "- Demonstrate AMLRO workflow with a computational benchmark.\n", "- Show **reaction space generation**, **training set creation**, and **active learning prediction**.\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "Click the badge below to open this notebook in **Google Colab**:\n", "\n", "[![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/RxnRover/amlro/blob/main/notebooks/Branin_example.ipynb)\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "from amlro.optimizer import *\n", "from amlro.generate_reaction_conditions import *\n", "from amlro.generate_training_data import *\n", "import random\n", "import matplotlib.pyplot as plt\n", "import pandas as pd" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "config = {\n", " \"continuous\": {\n", " \"bounds\": [[-5, 10], [0, 15]], #\n", " \"resolutions\": [0.1, 0.1],\n", " \"feature_names\": [\"f1\", \"f2\"],\n", " },\n", " \"categorical\": {\n", " \"feature_names\": [],\n", " \"values\": []\n", " },\n", " \"objectives\": ['fx'],\n", " \"directions\": ['min'],\n", "\n", " }" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "exp_dir = 'Branin_test'\n", "sampling = 'sobol'\n", "training_size = 20\n", "regresor_model = 'gb'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Step 1: Generate Reaction Space\n", "Reaction space generation serves two purposes:\n", "\n", "1. Construct the **full combinatorial reaction space** based on user-defined\n", " continuous and categorical parameters.\n", "2. Select an **initial subset of reactions** for training using a chosen\n", " sampling strategy.\n", "\n", "Please run the following cell/code line." ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "d:\\amlro\\venv\\lib\\site-packages\\scipy\\stats\\_qmc.py:763: UserWarning: The balance properties of Sobol' points require n to be a power of 2.\n", " sample = self._random(n, workers=workers)\n" ] }, { "data": { "text/plain": [ "( f1 f2\n", " 0 -5.0 0.0\n", " 1 -5.0 0.1\n", " 2 -5.0 0.2\n", " 3 -5.0 0.3\n", " 4 -5.0 0.4\n", " ... ... ...\n", " 22796 10.0 14.6\n", " 22797 10.0 14.7\n", " 22798 10.0 14.8\n", " 22799 10.0 14.9\n", " 22800 10.0 15.0\n", " \n", " [22801 rows x 2 columns],\n", " f1 f2\n", " 0 -5.0 0.0\n", " 1 -5.0 0.1\n", " 2 -5.0 0.2\n", " 3 -5.0 0.3\n", " 4 -5.0 0.4\n", " ... ... ...\n", " 22796 10.0 14.6\n", " 22797 10.0 14.7\n", " 22798 10.0 14.8\n", " 22799 10.0 14.9\n", " 22800 10.0 15.0\n", " \n", " [22801 rows x 2 columns],\n", " f1 f2\n", " 0 -5.0 0.0\n", " 1 2.5 7.5\n", " 2 6.3 3.7\n", " 3 -1.2 11.2\n", " 4 0.6 5.6\n", " 5 8.1 13.1\n", " 6 4.4 1.9\n", " 7 -3.1 9.4\n", " 8 -2.2 4.7\n", " 9 5.3 12.2\n", " 10 9.1 0.9\n", " 11 1.6 8.4\n", " 12 -0.3 2.8\n", " 13 7.2 10.3\n", " 14 3.4 6.6\n", " 15 -4.1 14.1\n", " 16 -3.6 7.0\n", " 17 3.9 14.5\n", " 18 7.7 3.3\n", " 19 0.2 10.8)" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "get_reaction_scope(config=config, sampling=sampling, training_size=training_size, write_files=True, exp_dir=exp_dir)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Define Branin objective function\n", "\n", "The Branin function is defined as:\n", "\n", "\\[\n", "f(x_1, x_2) = a (x_2 - b x_1^2 + c x_1 - r)^2 + s (1 - t) \\cos(x_1) + s\n", "\\]\n", "\n", "with typical constants:\n", "\n", "- \\(a = 1\\) \n", "- \\(b = 5.1 / (4 \\pi^2)\\) \n", "- \\(c = 5 / \\pi\\) \n", "- \\(r = 6\\) \n", "- \\(s = 10\\) \n", "- \\(t = 1 / (8 \\pi)\\)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "def branin(x):\n", " \n", " x1, x2 = np.array(x)\n", "\n", " a = 1.0\n", " b = 5.1 / (4.0 * np.pi**2)\n", " c = 5.0 / np.pi\n", " r = 6.0\n", " s = 10.0\n", " t = 1.0 / (8.0 * np.pi)\n", " \n", " \n", " return a * (x2 - b * x1**2 + c * x1 - r)**2 + s * (1 - t) * np.cos(x1) + s" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Step 2: Initial Training Data (closed-loop)\n", "\n", "This step collects **objective results** for the initial parameter combinations.\n", "- objective values are collected by calling branin objective function each iteration." ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[-5.0, 0.0]\n", "writing data to training dataset files...\n", "[2.5, 7.5]\n", "writing data to training dataset files...\n", "[6.3, 3.7]\n", "writing data to training dataset files...\n", "[-1.2, 11.2]\n", "writing data to training dataset files...\n", "[0.6, 5.6]\n", "writing data to training dataset files...\n", "[8.1, 13.1]\n", "writing data to training dataset files...\n", "[4.4, 1.9]\n", "writing data to training dataset files...\n", "[-3.1, 9.4]\n", "writing data to training dataset files...\n", "[-2.2, 4.7]\n", "writing data to training dataset files...\n", "[5.3, 12.2]\n", "writing data to training dataset files...\n", "[9.1, 0.9]\n", "writing data to training dataset files...\n", "[1.6, 8.4]\n", "writing data to training dataset files...\n", "[-0.3, 2.8]\n", "writing data to training dataset files...\n", "[7.2, 10.3]\n", "writing data to training dataset files...\n", "[3.4, 6.6]\n", "writing data to training dataset files...\n", "[-4.1, 14.1]\n", "writing data to training dataset files...\n", "[-3.6, 7.0]\n", "writing data to training dataset files...\n", "[3.9, 14.5]\n", "writing data to training dataset files...\n", "[7.7, 3.3]\n", "writing data to training dataset files...\n", "[0.2, 10.8]\n", "writing data to training dataset files...\n", "Training set generation completed..\n" ] } ], "source": [ "parameters = []\n", "objectives = []\n", "\n", "for i in range(training_size):\n", "\n", " parameters = generate_training_data(exp_dir=exp_dir,config=config,parameters=parameters, obj_values=objectives)\n", " print(parameters)\n", " objectives = [branin(parameters)] # Branin objective function\n", "\n", "generate_training_data(exp_dir=exp_dir,config=config,parameters=parameters, obj_values=objectives,termination=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Step 3: Active Learning Optimization Loop\n", "\n", "This step uses the **initial dataset** to train a model and predict the next batch of parameters for minimizing the objective function" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "%%capture\n", "parameters = []\n", "objectives = []\n", "for i in range(1):\n", " parameters = get_optimized_parameters(exp_dir=exp_dir,config=config, parameters_list=parameters,objectives_list=objectives, batch_size=1, model= regresor_model)\n", " print(parameters)\n", " #objectives = [[branin(parameters[0])],[branin(parameters[1])]] #if you use batch size = 2 You need to call branin fucntion two time for each parameter set.\n", " objectives = [[branin(parameters[0])]] #user input\n", "\n", "get_optimized_parameters(exp_dir=exp_dir,config=config, parameters_list=parameters,objectives_list=objectives, batch_size=1, termination=True)" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [], "source": [ "df = pd.read_csv(f'{exp_dir}/reactions_data.csv')" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Trajectories of Objectives')" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" }, { 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TTz7JXLp0SbDfd999xwwaNIgJCgpiwsPDmQEDBjBffPEFd39lZSUzadIkJjIykgEgeKyioiJm+vTpTGxsLKNWq5kePXoIyroZxlry/N///tdujWKl4AzDMGfOnGGmTJnCJCQkMCqVimndujVz2223MZs3b+b2eeGFF5gBAwYwkZGRTFBQENOlSxfmxRdfZPR6vej1tD3/Pffcw0RGRjJarZYZMGAA88MPP9jtB4ml4CwVFRXMkiVLmO7du3PXffDgwcz69esFpdf85/7f//6XefXVV5nk5GRGo9EwN9xwA/Pnn38K9rUtBWf5+uuvmSFDhjAhISFMSEgI06VLF2b27NnMiRMnBPvt2bOHGTFiBBMWFsaEhIQwPXv2ZN566y3ufoPBwPzrX/9iWrVqxchkMsFjwaYUnGXbtm0MAEYmkzH5+fmi16OxX0eC8AY0W4og/JAHHngA+/btw+nTp329FKKRWLRoEVasWAGDweDrpRBEs4M8NwThhxQUFCA2NtbXyyAaEXqNCaLxIM8NQfgRf/31F7Zu3Yrdu3eLejmIwOfs2bP45ptv8NVXX+G2227z9XIIollC4oYg/IgtW7bgrbfewn333YeFCxf6ejlEI7B7924sXboUw4YNw2uvvebr5RBEs8SnnpsVK1Zgy5YtyMnJQVBQEAYNGoSVK1eKdhrl89VXX2HRokU4d+4cN5V3zJgxTbRqgiAIgiD8GZ96bn799VfMnj0b+/fvx7Zt21BfX49bb70VVVVVDo/5/fffMXHiRDz44IM4evQoxo8fj/HjxyM7O7sJV04QBEEQhL/iV9VSly9fRlxcHH799VeH7c4nTJiAqqoqQVOt66+/Hr1798batWubaqkEQRAEQfgpfuW5YTumRkdHO9xn3759WLBggWDbyJEjsXXrVtH96+rqBF0xTSYTrl69ipiYGI8n6BIEQRAE0bQwDIOKigokJSW5bMzpN+LGZDJh/vz5GDx4sNNpt4WFhYiPjxdsi4+PR2Fhoej+K1aswNKlS726VoIgCIIgfEN+fj7atGnjdB+/ETezZ89GdnY29uzZ49XzLly4UBDpKSsrQ9u2bZGfn4/w8HCvPhZQBuArAEEANF4+d3OkDkANgH8AiPDxWtzj68P5WPzdce72N/8chLR4z0YTAMCyH45h0x8X8OjQDphzs+OBl87os2wb6g0m/Dz/BrSOCgYArNl5Bqt3ncY/+rfB4nHdPV4fQRCErykvL0dycrKkMTB+IW7mzJmDH374Abt373apxhISElBUVCTYVlRUhISEBNH9NRoNNBp7oREeHt4I4oaBWdhEAQjx8rmbI6xxPNzyEzjERkdBrgnmboeFhyM83HNxExkRAbnmKmTqII9/LxXqYBgVJoRHRCA83DzIMSg0FHJNMNRBoY3w+04QBNH0SLGU+LRaimEYzJkzB9988w127NghmEDriIyMDGzfvl2wbdu2bcjIyGisZRKEHSEaheC2vIH2La3KfL6aeqPH52Bgrg3gL0XGu5cgCKKl4NPIzezZs/H555/j22+/RVhYGOebiYiIQFCQ+ZvnlClT0Lp1a6xYsQIAMG/ePAwdOhSvvvoqxo4di40bN+LQoUN47733fPY8iJZHsNr2T6dh6oYVN7UNETcW/cL/UsP+339qIgmCIBofn0Zu1qxZg7KyMgwbNgyJiYncz6ZNm7h98vLyUFBQwN0eNGgQPv/8c7z33nvo1asXNm/ejK1btzo1IROEtwmxETcNLbyzRm5MHp+D1S8yntBiw7ckbgiCaEn4NHIjpcXOrl277Lb94x//wD/+8Y9GWJEVo9GI+vp6N4/SA9ACUMFP7Ex+jgrm66UHUOu7VahUUCgUrnfkEWyTlmpoU4Egr0RuzH9PYikyhtJSBEG0IOgT2AaGYVBYWIjS0lIPjjYB6A5zQIx66LiGgfmaFQO44tOVREZGIiEhQXLvI9vIjbyBoRutyhxEbYi4MVlDNxyUliIIoiVC4sYGVtjExcUhODjYzUZ/BpjLwRXwccYvQDABMMJcBu6bX0WGYVBdXY3i4mIAQGJioqTj7CI3DdSy3ojccGvhp6Us/ydtQxBES4LEDQ+j0cgJm5iYGA/OYABQDfNlJXHjGhPM10wLX/4qsub14uJixMXFSUpRBats01INUzdqhfn3paCsFvvOlGBAajQUbpRg8VO8fKElp8gNQRAtEPoE5sF6bIKDg13sSTQ32Ndcqs9KqZBDo7T++TQkcpOZXYAnvv4LAHDhWg0mvr8fQ1buQGZ2gYsjrfDFi6AUnBM3pG4Igmg5kLgRgWZOtTw8ec1DNNZok6e/MpnZBZi14QiuVukF2wvLajFrwxHJAocvXfjPhdJSBEG0REjcEISHBKutqSlPxJHRxGDp98dFhQe7ben3x2E0uZYm/MiMXNRQTPKGIIiWA4mbFkRJyVXExaXh3Lk8Sfvr9XqkpPTEoUNHG3llDWfJkiXo3bt3kz4mv2LKk8DNwdyrKChzXALPwOzBOZh71eW5TIK0lP1qSNoQBNGSIHHTSBhNDPadKcO3WZex70yZpG/fDWHatH9CJouy+zl9+iy3z4svvoo77hiDlJS2ks6pVqvx+ONz8NRTS5zud+5cnuAx1eo4dOzYFy+88EqTRQwef/xxu7EcjQ2/YsqTUvDiCmm9faTsJ+hjI4jcUBM/giBaHlQt1QhkZpdg6ffnUFBm9VEkRqixeFx7jEr3pApLGqNG3YJ161YLtrVqFQsAqK6uxocffoqff/7arXPef/+9+Pe/F+HYMR26d+/qdN9fftmK7t27oK6uDnv27MdDD81DYmI8HnzwAdH99Xo91Grv6OvQ0FCEhoZ65VxSEURuPAjdxIVpvbafwFDMFzfs/W6siyAIItChyI2Xycy+ilkbTgqEDQAUlukxa0MOMrNLGu2xNRoNEhLiBT9sWfNPP22DRqPB9ddfx+3//PMvIympK0pKrGmPsWPvxU03jYPJZB4DEBUVicGDB2Ljxi0uHz8mJhoJCfFo164t7r//XgwePBBHjvzJ3T9t2j8xfvz9ePHFV5CU1BWdOw8EAHz66Qb0798fYWFhSEhIwKRJk7i+M4C5S7VMJsP27dvRv39/BAcHY9CgQThx4gS3j21aatq0aRg/fjxeeeUVJCYmIiYmBrNnz/ag67RjBJ4bD44fkBqNxAitw2NlABIjtBiQGu3WealaiiCIlg6JGxcwDINqvUHST0VtPRZ/l+fUILrku7OoqDWgWm90+ePND6TfftuHfv16CbY988y/kZKSjIcemgsAWL36ffz++0F8/PE7kMutvxoDBvTFb7/tc+vxDh06isOHszBwYH/B9u3bd+PEidPYtm0LfvjhCwDm8utly5bhzz//xNatW3Hu3DlMmzbN7pzPPPMMXn31VRw6dAhKpRIzZsxwuoadO3fizJkz2LlzJz7++GOsX78e69evd+t5OINfLeWJulHIZVg8rpvo4eztxeO6Sep3I4zc8KulLPe7vzyCIIiAhdJSLqipN6Lbcz975VwMgMJyPXosOSBp/+PPXy+IDrjihx9+RmhoG+726NHD8dVX6wEA58/nIylJ2H1XoVBgw4b30Lv3jXj66SV488338MEHb6Bt22TBfklJiTh/Pt/l4w8aNBJyuRx6vR719fV4+OGpmDLlPsE+ISHB+OCDN6FWq8E28ZsxYzrYX8X27dvjzTffxHXXXYfKykpBqunFF1/E0KFDAQBPP/00xo4di9raWmi14mmbqKgovP3221AoFOjSpQvGjh2L7du3Y+bMmS6fixT4r42n4xdGpSdizeS+WPr9cYG5OCFCi8XjumFUurSOyXzPjVzEc0PqhiCIlgSJm2bETTfdgDVrXuVuh4RYmxHW1NRCq9XYHdO+fQpeeeV5PPLIY5gw4U5MmmQ/kDQoSIvq6hqXj79p04fo2rUz6uvrkZ2tw7/+9RSioiLx0ktLuH169OhmETZWDh8+jCVLXsCff/6Ja9eucSmxvLw8dOvWjduvZ8+e3P/ZMQnFxcVo21bcIN29e3dBt+HExET8/fffLp+HVAR9bhpwnlHpiRjRLQHpizNRU2/Ca/f2wh29W7vZodj6f361FHsKE6WlCIJoQZC4cUGQSoHjz4+UtO/B3MuYtu6Iy/3WT++KAakREh7bvaxhSEgwOnZsL3pfbGw0rl0rFb1v9+7foVAocO5cPgwGA5RK4a/F1avX0KqVayN0cnIb7vG7du2MM2dysWjRcixZ8jQXXeELLgCoqqrCyJFjMXLkSHz22Wdo1aoV8vLyMHLkSOj1Qt+SSqXi/s9GJFghJAZ/f/YYZ/u7S0P73PBRyGUI1apQU1+HLgnhbgkbQCheZCKmG9I2BEG0JMhz4wKZTIZgtVLSzw1psUiMULkwiKpxQ1oUgtUKlz/e7JTcp09PHD9+wm77pk1bsGXLD9i163vk5V3AsmX/tdsnO1uHPn162m13hUKhgMFgsBMpfHJyTqOkpAQvvfQSbrjhBnTp0kVgJvZnGtrnxhZ2nEOdwf3hmY60i9VzQ+qGIIiWA4kbL2I2iJpTJI4Nou3d/lbuDUaOvBnHjuUIojcXLlzErFn/xsqVSzBkSAbWrXsby5e/hv37/xAc+9tv+3DrrTe5fIySkqsoLCzChQsX8b//bcMbb7yLm266AeHh4Q6Padu2NdRqNd566y2cPXsW3333HZYtW+bx82xKGtrnxhYtNxnc/eiSw1JwGpxJEEQLhMSNlxmVHo01kzshIULoK0mIUGPN5C6N2ufGGT16dEffvr3w5ZffADBXgU2bNhsDBvTDnDlmg+3Ikbdg1qwZmDz5EVRWVgIA9u07iLKyctxzzx0uH2P48PFITOyClJReePjh+RgzZgQ2bfrI6TGtWsVi/foP8dVXX6Fbt2546aWX8MorrzTw2TYN/MiNN0I3DYncwIHnhmZLEQTREpExLawBRnl5OSIiIlBWVmYXUaitrUVubi5SU1MdVuA4xwDgKgAljCYZDuaWo7hCj7gwNQakuu+j8DY//vgznnhiMbKzfxeUejtjwoQZ6NWrO/7zn383worM1VJANHxt//Lktf+/Y4V4+NPDAIC/ltyKcK3KxRHOuXvN7zh8/hrWTu6HUekJbh1bWq1H7+e3AQBOvzgaSoX59f3iYB4Wbvkbw7vG44Op/Z2dgiAIwq9x9vltCxmKGwmFXIaMDq5Nw03J2LEjcerUWVy8eAnJyW1c7q/X69GjRzc89tg/m2B1gUeQypqWOpR7FUM7xzVIwDbIc+Oizw3FbgiCaEmQuGlhzJ8/S/K+arUazz77eCOuJnDJzC7AM99kc7dnfHwIiW72prGF9dzUeeC5EVRL8baT54YgiJYIeW4Iwk0yswswa8MRlFTZjtioxawNR5CZXeDReb1VLSWcLUWeG4IgWh4kbgjCDYwmBku/P+50xMbS7497NAXee9VS9pMzW5i1jiCIFg6JGxHog6DlIfU1P5h7VTAmwe48AArKanEw96rDfRzRsMiN+PrZEnUPtBZBEETAQuKGB9vRtrq62scrIZoa9jW37WpsS3GFY2HjyX58GhK5YbWNbbsdGpxJEERLhAzFPBQKBSIjI7kOucHBwW52CTYAqIe5xJl0o2tMAIwAauGrX0WGYVBdXY3i4mJERkYKZlGJERcmrUxc6n58vOG5sW0mKKO0FEEQLRASNzYkJJj7i3g2AsAEoApmYePbnjaBAQPzNSuFr8VgZGQk99o7Y0BqNBIjtCgsqxWNhshgnug9IDXa7TVoGhC5Yaul7Dpj068hQRAtEBI3NshkMiQmJiIuLg719fVuHl0B4AcA4QCCXexLANUAygHcBiDMZ6tQqVQuIzYs5hEb3TBrwxHIYFOlZPl38bhuHvW78UafG/u0FA3OJAii5UHixgEKhULyB56VOphTLEEwp6gI59TDfL3UADzpCO0bRqUnYs3kvlj6/XGBuTjBS31uPKqWsvwrg4O0FLluCIJoQZC4IQgPGJWeiBHdEnAw9yqKK2oRF2ZORfmuQzEbunF0v6erIgiCCDxI3BCEh5hHbHhvEKo3+tzYe24oLUUQRMuDSnoIwk9o0FRwC3bVUpZ/KS1FEERLgsQNQfgJXonc2IRuqIkfQRAtEZ+Km927d2PcuHFISkqCTCbD1q1bXR7z2WefoVevXggODkZiYiJmzJiBkpKSxl8sQTQy1shNI5SCk7ghCKIF4VNxU1VVhV69emH16tWS9t+7dy+mTJmCBx98EMeOHcNXX32FgwcPYubMmY28UoJofKxTwT1v4mfbdJLSUgRBtER8aigePXo0Ro8eLXn/ffv2ISUlBXPnzgUApKam4pFHHsHKlSsba4kE0WQ0JHLDuIjckKGYIIiWREB5bjIyMpCfn4+ffvoJDMOgqKgImzdvxpgxY3y9NIJoMFbPjeeRG/tScJnwfoIgiBZAQImbwYMH47PPPsOECROgVquRkJCAiIgIp2mturo6lJeXC34Iwh9pWOTG/C/NliIIgggwcXP8+HHMmzcPzz33HA4fPozMzEycO3cOjz76qMNjVqxYgYiICO4nOTm5CVdMENJpSOSGjc3QVHCCIIgAEzcrVqzA4MGD8cQTT6Bnz54YOXIk3nnnHXz00UcoKCgQPWbhwoUoKyvjfvLz85t41QQhDTZyYzAxMBjdi96YqIkfQRAER0B1KK6uroZSKVwyO//JUdhdo9FAo9E0+toIoqGwkRvAnJpSKqR/97D2uXFULUUQBNFy8GnkprKyEllZWcjKygIA5ObmIisrC3l5eQDMUZcpU6Zw+48bNw5btmzBmjVrcPbsWezduxdz587FgAEDkJSU5IunQBBeg43cAO77bthSb8d9bkjeEATRcvBp5ObQoUO46aabuNsLFiwAAEydOhXr169HQUEBJ3QAYNq0aaioqMDbb7+Nf//734iMjMTNN99MpeBEs0Aul0GtkENvNLntu6EOxQRBEFZ8Km6GDRvmtIpj/fr1dtv+9a9/4V//+lcjroogfIdGaRY3bkduHKSl2FAONfEjCKIlEVCGYoJo7mg8rJhymJZi7ydtQxBEC4LEDUH4EZ72unGUlqJqKYIgWiIkbgjCj9CqzH+SHntuQNVSBEEQJG4Iwo/QKC3DMz2tlrKL3Fjup9ANQRAtCBI3BOFHNDxyI8Q2kkMQBNESIHFDEH6E55EbM3ZN/GgqOEEQLRASNwThR3geuXE1W4rUDUEQLQcSNwThRzQ8cmNzh+U2NfEjCKIlQeKGIPwINnJT52nkxsZjI+dKwUndEATRciBxQxB+hMeRG0d9btj7G7iu5sCwYcMwf/58Xy+DIIgmgMQNQfgRHntuLP/aD86UCXdoRkybNg0ymQyPPvqo3X2zZ8+GTCbDtGnTuG1btmzBsmXLmnCF4qxevRopKSnQarUYOHAgDh48KPnYjRs3QiaTYfz48YLtDMPgueeeQ2JiIoKCgjB8+HCcOnXKyysniMCBxA1B+BHs+AVvzZZqxtoGAJCcnIyNGzeipqaG21ZbW4vPP/8cbdu2FewbHR2NsLCwpl6igE2bNmHBggVYvHgxjhw5gl69emHkyJEoLi52eey5c+fw+OOP44YbbrC77+WXX8abb76JtWvX4sCBAwgJCcHIkSNRW1vbGE+DIPweEjcE4UdolY1ULdVMPTd9+/ZFcnIytmzZwm3bsmUL2rZtiz59+gj2tU1LpaSkYPny5ZgxYwbCwsLQtm1bvPfee4263tdeew0zZ87E9OnT0a1bN6xduxbBwcH46KOPnB5nNBpx//33Y+nSpWjfvr3gPoZhsGrVKjz77LO444470LNnT3zyySe4dOkStm7d2ojPhiD8FxI3BOFHcJGbeg+rpWy2N/fIDQDMmDED69at425/9NFHmD59uqRjX331VfTv3x9Hjx7FP//5T8yaNQsnTpxwuP/y5csRGhrq9CcvL0/0WL1ej8OHD2P48OHcNrlcjuHDh2Pfvn1O1/n8888jLi4ODz74oN19ubm5KCwsFJw3IiICAwcOdHlegmiuKH29AIIgrLCDM2sN7kVuTFzkRrwWvJkGbgAAkydPxsKFC3H+/HkAwN69e7Fx40bs2rXL5bFjxozBP//5TwDAU089hddffx07d+5E586dRfd/9NFHce+99zo9Z1JSkuj2K1euwGg0Ij4+XrA9Pj4eOTk5Ds+3Z88efPjhh8jKyhK9v7CwkDuP7XnZ+wiipUHihiD8CE8jN3A0foGL3DRfddOqVSuMHTsW69evB8MwGDt2LGJjYyUd27NnT+7/MpkMCQkJTv0v0dHRiI6ObvCapVJRUYEHHngA77//vuTnRBAEiRuC8Cu0HkZuHDXxs3puGrYuf2fGjBmYM2cOAHM1klRUKpXgtkwmg8nkWFguX74cy5cvd3rO48eP25mZASA2NhYKhQJFRUWC7UVFRUhISBA915kzZ3Du3DmMGzeO28auT6lU4sSJE9yxRUVFSExMFJy3d+/eTtdKEM0VEjcE4Ud47LnhIje21VLNPy0FAKNGjYJer4dMJsPIkSMb7XEakpZSq9Xo168ftm/fzpVym0wmbN++nRNmtnTp0gV///23YNuzzz6LiooKvPHGG0hOToZKpUJCQgK2b9/OiZny8nIcOHAAs2bNcu8JEkQzgcQNQfgRnkduxKul5NzgzOatbhQKBXQ6Hff/xqKhaakFCxZg6tSp6N+/PwYMGIBVq1ahqqpKYICeMmUKWrdujRUrVkCr1SI9PV1wjsjISAAQbJ8/fz5eeOEFpKWlITU1FYsWLUJSUpJdPxyCaCmQuCEIP4KN3NR6Grmx7XPDGoobvjS/Jzw83NdLcMmECRNw+fJlPPfccygsLETv3r2RmZkpMAPn5eVBLnevkPXJJ59EVVUVHn74YZSWlmLIkCHIzMyEVqv19lMgiIBAxjT3r3Q2lJeXIyIiAmVlZY3wZlgG4HMAUQBCvHzu5kgVgGsAJgGI8PFa/IMDZ0sw4b39aN8qBDv+PUzycb+evIypHx1Et8Rw/DTP2uQt+2IZbntrDxLCtdj/n1saYcUEQRBNgzuf39TnhiD8CE89NyYHTfxYmnO1FEEQhC0kbgjCj+CmgrvpuYGjwZmc56aBCyMIggggSNwQhB/BTgV323PDGoptq6VakOeGIAiChcQNQfgRnkZu2MiMnCI3BEEQJG4Iwp9gIzf1RgZGk3RFwjjo4me9SeqGIIiWA4kbgvAj2MgN4F70xuHgTMsWN3QSQRBEwEPihiD8CDZyA7jnu3FULdWcm/hNmzZN0KRu2LBhmD9/vs/W44r169dDJpMJfsT60Oh0Otx+++2IiIhASEgIrrvuOoeTxgmCEIea+BGEH6GQy6BSyFBvZNyL3LgcnElIRa/XQ61WN8q5w8PDceLECe62bdPFM2fOYMiQIXjwwQexdOlShIeH49ixY9SMjyDchMQNQfgZGqUC9UaDmxVTbOTGPjEFNH9D8bRp0/Drr7/i119/xRtvvAEAyM3NRUpKCrKzs/HEE0/gt99+Q0hICG699Va8/vrr3JTtYcOGIT09HUqlEhs2bECPHj2wc+fORlknO3ncEc888wzGjBmDl19+mdvWoUOHRlkLQTRnKC1FEH6GJxVTLiM3zVzdvPHGG8jIyMDMmTNRUFCAgoICJCcno7S0FDfffDP69OmDQ4cOITMzE0VFRXbDLz/++GOo1Wrs3bsXa9euFX2Mzz77DKGhoU5/fvvtN6frrKysRLt27ZCcnIw77rgDx44d4+4zmUz48ccf0alTJ4wcORJxcXEYOHAgtm7d2uDrQxAtDYrcEISf4UmvG1a6yO1mSwnvb65ERERArVYjODhYEBl5++230adPHyxfvpzb9tFHHyE5ORknT55Ep06dAABpaWmCaIkYt99+OwYOHOh0n9atWzu8r3Pnzvjoo4/Qs2dPlJWV4ZVXXsGgQYNw7NgxtGnTBsXFxaisrMRLL72EF154AStXrkRmZibuuusu7Ny5E0OHDpVyKQiCAIkbgvA7NGzkpt79yI1t6EbWwk03f/75J3bu3InQ0FC7+86cOcOJm379+rk8V1hYGMLCwjxeS0ZGBjIyMrjbgwYNQteuXfHuu+9i2bJlMJnMYvaOO+7AY489BgDo3bs3fv/9d6xdu5bEDUG4gU/TUrt378a4ceOQlJQEmUwmKfxaV1eHZ555Bu3atYNGo0FKSgo++uijxl8sQTQRXOTG4E7khu1QLKSlRG4cUVlZiXHjxiErK0vwc+rUKdx4443cfiEhrgfdeiMtxUelUqFPnz44ffo0ACA2NhZKpRLdunUT7Ne1a1eqliIIN/Fp5Kaqqgq9evXCjBkzcNddd0k65t5770VRURE+/PBDdOzYEQUFBdw3HoJoDmg9iNyYXM6Wav7yRq1Ww2gUXrO+ffvi66+/RkpKCpTKhr3dNTQtZYvRaMTff/+NMWPGADCv/7rrrhNUUwHAyZMn0a5dO/cXTBAtGJ+Km9GjR2P06NGS98/MzMSvv/6Ks2fPIjo6GgCQkpLSSKsjCN+gUZrFjVuRG4ZmS6WkpODAgQM4d+4cQkNDER0djdmzZ+P999/HxIkT8eSTTyI6OhqnT5/Gxo0b8cEHH0ChULg+sYWGpqWef/55XH/99ejYsSNKS0vx3//+F+fPn8dDDz3E7fPEE09gwoQJuPHGG3HTTTchMzMT33//PXbt2uXx4xJESySgqqW+++479O/fHy+//DJat26NTp064fHHH0dNTY3DY+rq6lBeXi74IQh/Rqsyf+C6E7lhcRS5MbWAyM3jjz8OhUKBbt26oVWrVsjLy0NSUhL27t0Lo9GIW2+9FT169MD8+fMRGRkJubxp3/6uXbuGmTNnomvXrhgzZgzKy8vx+++/C9JQd955J9auXYuXX34ZPXr0wAcffICvv/4aQ4YMadK1EkSgE1CG4rNnz2LPnj3QarX45ptvcOXKFfzzn/9ESUkJ1q1bJ3rMihUrsHTp0iZeKUF4jmeRG/O/dtVSzXhw5vr16wW3O3XqhH379tntl5aWhi1btjg8T1NFRV5//XW8/vrrLvebMWMGZsyY0QQrIojmS0BFbkwmE2QyGT777DMMGDAAY8aMwWuvvYaPP/7YYfRm4cKFKCsr437y8/ObeNUE4R6eRG44Q7GDaqlmqG0IgiAcElCRm8TERLRu3RoRERHctq5du4JhGFy4cAFpaWl2x2g0Gmg0mqZcJkE0CDZyU+dB5MYWGgpOEERLJKAiN4MHD8alS5dQWVnJbTt58iTkcjnatGnjw5URhPfwJHJjrZZykJYidUMQRAvCp+KmsrKS6zsBmGfBZGVlcT0dFi5ciClTpnD7T5o0CTExMZg+fTqOHz+O3bt344knnsCMGTMQFBTki6dAEF6nYdVSQmQtZLYUQRAEH5+Km0OHDqFPnz7o06cPAGDBggXo06cPnnvuOQBAQUGBoHlVaGgotm3bhtLSUvTv3x/3338/xo0bhzfffNMn6yeIxsAzz40Zh31uvLAugiCIQMGnnpthw4Y5bS5mWw0BAF26dMG2bdsacVUE4Vu4yI07U8EdVUuxd1PohiCIFkRAeW4IoiXARW7cmQruYPwCKHLTaJw/fx6PPfYYCUeC8ENI3BCEn+FJ5IZxNH6BPDeNxpYtW7B27VoSNwThh5C4IQg/Q+NB5MbEfb6KV0sBlJryNjqdDp07d27yTscEQbiG/ioJws/wKHLjoIkf34ND2sa76HQ6dO3a1dfLIAhCBBI3BOFneOS5YdNSNtv5t0nbeJecnBwSNwThp5C4IQg/w7PIjRlHs6UASkt5kytXruDKlSvo0qWLr5dCEIQIJG4Iws/wJHLDhm4cGYoBitx4E51OBwAUuSEIP4XEDUH4GQ2J3NiKGwgiNw1bF2FFp9NBLpejU6dOvl4KQRAikLghCD/DGrnxoBTcWbUUxW68hk6nQ/v27WkoL0H4KQE1FZwgWgLcVHC3BmeKO4oFhmLSNl6DzMQEIY7RxOBg7lUUV9QiLkyLAanRUMjt2os2OiRuCMLPaFjkRoiMSsEbBZ1Oh3vvvdfXyyAIvyIzuwBLvz+OgrJabltihBaLx3XDqPTEJl0LpaUIws9gIzd6owlGkzRF4rBaSrAPqRtvUFVVhfPnz1PkhiB4ZGYXYNaGIwJhAwCFZbWYteEIMrMLmnQ9JG4Iws9gIzcAoJcYvWEcVEtREz/vc+LECQBUKUUQLEYTg6XfHxf9+sRuW/r9cclf1rwBiRuC8DPYyA0A1LrhuwHE0lLW/5O28Q45OTkASNwQBMvB3Kt2ERs+DICCsloczL3aZGsicUMQfoZSIYfSYsCT6ruxDs50bNyjJn7eQafTITExEREREb5eCkH4BcUVjoWNJ/t5AxI3BOGHWHvdSIvcsNVSFLlpfHQ6HXUmJggecWFar+7nDUjcEIQf4m7FlIOh4MIOxaRuvAINzCQIIQNSo5EYobX7csUig7lqakBqdJOticQNQfgh7kZupDTxo9BNwzEYDDh16hSJG4LgoZDLsHhcN9H72LegxeO6NWm/GxI3BOGHuB+5MSsX2/cOKgX3LmfPnkV9fT2JG4KwYVR6ItZM7ovIYJVge0KEFmsm923yPjfUxI8g/BC1p5EbW3FDpeBehQZmEoRjRqUnorrOiAVf/YnO8WFYcnt36lBMEIQVT7oUAyJpKd7/TaRuGoxOp0NYWBgSE5v2WyhBBAoGSy+b1lFByOgQ47N1UFqKIPwQ9z034k38qFrKu7BmYmcl9wTRkqkzmr+QqRW+lRckbgjCD3E3cmOitFSTQJVSBOEcduCvRkXihiAIGzytlrLvdGMVPGQobhgMw9A0cIJwgZ4iNwRBOMJb1VIAT+6QtmkQly5dQkVFBYkbgnBCXb35PYsiNwRB2OFxnxsxcWPZSNqmYbCVUtSdmCAcY43cKFzs2biQuCEIP8TTDsW21VLmbZZ9SN00CJ1OB7Vajfbt2/t6KQTht1DkhiAIh7CRmzqpU8EdVEvxt5HnpmHk5OQgLS0NSiV10CAIR+iN5vcs8twQBGGHx9VSIvex0RyK3DQMqpQiCNdQ5IYgCIeoFGZBcqKwHPvOlMBocq5M2KiMaP8VyyZq4tcwSNwQhGv8pVqK4qsE4WdkZhfggz25AIB9Z69i39n9SIzQYvG4bg7nszg1FNvsQ7hPaWkpCgsLyUxMEC7QG9jIDRmKCYKwkJldgFkbjqCi1iDYXlhWi1kbjiAzu0D0OKeGYmqm22BophRBSINNpWtasudm9+7dGDduHJKSkiCTybB161bJx+7duxdKpRK9e/dutPURRFNiNDFY+v1xUdsvu23p98dFU1TOIjdyGXluGkpOTg5kMhk6d+7s66UQhF/DRm7Y4b++wqePXlVVhV69emH16tVuHVdaWoopU6bglltuaaSVEUTTczD3KgrKah3ezwAoKKvFwdyrIvdZPDcix8ls9iHcR6fToV27dggODvb1UgjCr6kzWMYv+Fjc+NRzM3r0aIwePdrt4x599FFMmjQJCoXCrWgPQfgzxRWOhY2r/SQ18SNt4zFkJiYIaVDkxkPWrVuHs2fPYvHixb5eCkF4lbgwrcf7WaeCO2ni5/HKCJ1OR2ZigpAA57lR+tZQHFDVUqdOncLTTz+N3377TXIjrbq6OtTV1XG3y8vLG2t5BNEgBqRGIzFCi8KyWlEhIgOQEKHFgNRou/ucRW5YdcNQ6MYjamtrkZubS5EbgpAARW7cxGg0YtKkSVi6dCk6deok+bgVK1YgIiKC+0lOTm7EVRKE5yjkMiwe1030PlazLB7XDQqR6ZiSxi80fIktklOnTsFkMpG4IQgJWCM3JG4kUVFRgUOHDmHOnDlQKpVQKpV4/vnn8eeff0KpVGLHjh2ixy1cuBBlZWXcT35+fhOvnCCkMyo9EWsm90V8mEawPSFCizWT+3rW54Y8Nw2CysAJQjp1fhK5CZi0VHh4OP7++2/BtnfeeQc7duzA5s2bkZqaKnqcRqOBRqMRvY8g/JFR6YkY1jkOXRZlAgDef6Afbu4aLxqxYXFaLUVpqQah0+kQGxuLmJgYXy+FIPweqpYCUFlZidOnT3O3c3NzkZWVhejoaLRt2xYLFy7ExYsX8cknn0AulyM9PV1wfFxcHLRard12ggh0tCoFglQK1NQb0Tkh3KmwASR2KPbuElsMVClFENIhzw2AQ4cOoU+fPujTpw8AYMGCBejTpw+ee+45AEBBQQHy8vJ8uUSC8BnhQebvHuW19S735aqlRDsUU1qqIeTk5JC4IQgJMAxjnS3VkiM3w4YNcxoqX79+vdPjlyxZgiVLlnh3UQThJ4RpVSgqr5Mmbiz/incoZvchdeMuRqMRJ06cwLRp03y9FILwe+qNDPclytel4AFjKCaIlkaY1vzdw3bOlBjWtJTjWnCK3LjP+fPnUVtbS5EbgpAAG7UBfO+5IXFDEH5KmFYFACivkRK5kWIo9tbKWg5spRQ18CMI19TVG7n/q1vy4EyCIBwT7lHkxv4+mi3lOTqdDsHBwdQfiyAkwEZuVAoZ5C6KIBobEjcE4aewkRtJ4sbyr7ih2LIPaRu3ycnJQZcuXSCX01slQbiirt4/Ri8AJG4Iwm+xRm7cqJYSjdz49htUIENl4AQhHX+plAJI3BCE3xIeZPHcSBI35n+deW5MFLpxC4ZhSNwQhBtYIze+lxa+XwFBEKJ4Ui0llueW2exDSKO4uBjXrl0jMzFBSERvNBuKKXJDEIRD3BI3TszCXBM/7yyrxUAzpQjCPfxlaCZA4oYg/JYwjQdpKdHBmew+JG/cIScnBwqFAh07dvT1UggiIPCXoZkAiRuC8FtYz43XqqW8tbAWgk6nQ8eOHaFWq329FIIICLi5Uj7ucQOQuCEIvyXMrWop87/OqqUocOMeZCYmCPewpqWoFJwgCAew4qZckqHYdYdiit24h06nIzMxQbiBv0wEBzwcnGk0GrF+/Xps374dxcXFMJlMgvt37NjhlcURREuGTUvpDSbU1huhVTn+NsTKFrlI6IaqpdynoqICFy5coMgNQbhBncFcLeUPhmKPxM28efOwfv16jB07Funp6Q6G9REE0RBC1UrIZGZRUlFrcC5unDXxo2optzlx4gQAqpQiCHcI+MjNxo0b8eWXX2LMmDHeXg9BEBbkchlC1UpU1BlQUVuPVmEah/s6Ey4UuXEfGphJEO4T8J4btVpN5ZEE0QRYuxQ7991YDcWOJ2dSh2Lp6HQ6tGnTBmFhYb5eCkEEDP4UufFoBf/+97/xxhtvUN8MgmhkpFZMWUvB7aHIjfuQmZgg3CfgPTd79uzBzp078b///Q/du3eHSqUS3L9lyxavLI4gWjpSuxSbJHluSN1IJScnByNGjPD1MggioND7UYdij8RNZGQk7rzzTm+vhSAIG8K0bCM/F71u2NlSIuqGGzdF2kYS9fX1OH36NObOnevrpRBEQBHw4mbdunXeXgdBECKEs71ualx4buAkcgOqlnKH06dPw2AwUKUUQbgJjV8gCEISUiM3nKFY5D7rbCkvLqwZQwMzCcIz/MlQLDly07dvX2zfvh1RUVHo06eP0942R44c8criCKKlI7VLMSdcnPxdkudGGjqdDpGRkYiLi/P1UggioPCnUnDJ4uaOO+6ARmPuszF+/PjGWg9BEDyspeCuqqWcjV+g2VLukJOTg65du1JzUoJwE39KS0kWN4sXLxb9P0EQjYf0ainzv07a3FDcRiI6nQ69evXy9TIIIuAI+FJwFr1eLzpbqm3btg1aFEEQZtz33IjMlqImfpIxmUzIycnBfffd5+ulEETAEZCeGz4nT57Egw8+iN9//12wnWEYyGQyGI1GryyOIFo6UiM3bFxGLtrnRrAL4YQLFy6gqqqKzMQE4QEB6bnhM336dCiVSvzwww9ITEyk3DRBNBLhWomeG6dpKWriJ5WcnBwANFOKIDwh4CM3WVlZOHz4ML0BEEQjEy4xcmMdv+A4LUVZKdfodDpoNBqkpKT4eikEEXDojf7TxM+jFXTr1g1Xrlzx9loIgrDB6rkxOJ3lxjhpdEPVUtLR6XTo3LkzFArfh9UJItBgDcX+ELnxaAUrV67Ek08+iV27dqGkpATl5eWCH4IgvEN4kDlyYzQxqNY79rJJGpzp1ZU1T3Q6HfltCMJDuLSUwvfixqO01PDhwwEAt9xyi2A7GYoJwrsEqRRQyGUwmhhU1BoQohH/k7WWgjtLS5G8cYVOp8NNN93k62UQREDCGoq1qgAVNzt37vT2OgiCEEEmkyFMq0RpdT0qauuREKEV3Y8VLqLVUuw+jbTG5kJJSQkuX75MkRuC8BBr5Mb3aV2PxM3QoUO9vQ6CIBwQrlWhtLre5QgGwEG1FHluJMFWSpG4IQjP4ErB/SBy06AVVFdXIycnB3/99ZfgRyq7d+/GuHHjkJSUBJlMhq1btzrdf8uWLRgxYgRatWqF8PBwZGRk4Oeff27IUyAIv8c6X8pxObjTJn7Wvby7sGaGTqeDXC5Hp06dfL0Uggg4DEYTjJb8uD94bjxaweXLl3HbbbchLCwM3bt3R58+fQQ/UqmqqkKvXr2wevVqSfvv3r0bI0aMwE8//YTDhw/jpptuwrhx43D06FFPngZBBARSGvlxs6WcNPEzkbZxik6nQ2pqKrRa8dQfQRCOYcvAAf+I3HiUlpo/fz5KS0tx4MABDBs2DN988w2Kiorwwgsv4NVXX5V8ntGjR2P06NGS91+1apXg9vLly/Htt9/i+++/d0tUEUQgIWUEg7OUE9fEj8SNU3Q6HfXuIggPYf02gH9EbjwSNzt27MC3336L/v37Qy6Xo127dhgxYgTCw8OxYsUKjB071tvrFMVkMqGiogLR0dEO96mrq0NdXR13m0rViUCD61Jc4zhyw86NEu0WzlZLUVrKKTk5Obj77rt9vQyCCEhYv41CLoPSD8SNRyuoqqpCXFwcACAqKgqXL18GAPTo0QNHjhzx3upc8Morr6CyshL33nuvw31WrFiBiIgI7ic5ObnJ1kcQ3sCalnIduXFaLUXaxiE1NTU4d+4cmYkJwkP8qccN4KG46dy5M06cOAEA6NWrF959911cvHgRa9euRWJiolcX6IjPP/8cS5cuxZdffskJLTEWLlyIsrIy7ic/P79J1kcQ3kLKCAZn4xfkbLWU11fWfDhx4gQYhiFxQxAe4k+VUoCHaal58+ahoKAAALB48WKMGjUKn332GdRqNdavX+/N9YmyceNGPPTQQ/jqq6+4hoKO0Gg00Gg0jb4mgmgswoNce27gbHAmNfFziU6nA0ADMwnCU7jRC34SufFI3EyePJn7f79+/XD+/Hnk5OSgbdu2iI2N9drixPjiiy8wY8YMbNy4scm8PQThS6yl4BKqpUTuExM8jjCaGBzMvYriilrEhWkxIDUaCrFcVzMjJycH8fHxiIqK8vVSCCIg8aeJ4IAH4qa+vh5dunTBDz/8wIVwg4OD0bdvX7cfvLKyEqdPn+Zu5+bmIisrC9HR0Wjbti0WLlyIixcv4pNPPgFgTkVNnToVb7zxBgYOHIjCwkIAQFBQECIiItx+fIIIBNyplhL3E0urlsrMLsDS74+joKyW25YYocXicd0wKr1p0s2+gmZKEUTD4NJSfiJu3F6FSqVCbW2t6x0lcOjQIUFvnAULFqBPnz547rnnAAAFBQXIy8vj9n/vvfdgMBgwe/ZsJCYmcj/z5s3zynoIwh+R1ueGxclsKSeum8zsAszacEQgbACgsKwWszYcQWZ2gTtLDjhI3BBEw7BGbnw/egHwMC01e/ZsrFy5Eh988AGUSo9OAQAYNmyYUx+ArX9n165dHj8WQQQq1lJwx5Ebk5PZUtw+JvHtRhODpd8fF5U+DMxyaen3xzGiW0KzTFEZDAacPHkSDz/8sK+XQhABi79FbjxSJn/88Qe2b9+O//u//0OPHj0QEhIiuH/Lli1eWRxBEBIjN06ngjuvljqYe9UuYiM4N4CCsloczL2KjA4xktYcSOTm5kKv11PkhiAaQMB7bgAgMjKSml0RRBPBem4q9QaYTAzkItETaym4PdY+N+LyprhCWppZ6n6BBjswkyqliKYmEA38jtbMVksFdORm3bp13l4HQRAOYCM3DANU1BkQYSkNF8C4ni3lKHITFyZtlpLU/QINnU6HsLAwtG7d2tdLIVoQgWjgd7ZmvZ+lpbyyCr1ej8rKSm+ciiAIG7QqBRfqdVQxxUVuRMSN3IW6GZAajcQIrWjUBzBHfhIjzN/QmiPsTCnR0RUE4QZGE4N9Z0rwbdZF7DtTwk3JtiUQDfyu1pyVXwoA0PiJodhtcbNu3Tr861//wmeffQbA3AE4LCwMERERGDFiBEpKSry+SIJo6bjqUsx5bsSqpdh9HKgbhVyGxeO6id7HHrt4XDe/D5d7ClVKEd4gM7sAQ1buwMT392PexixMfH8/hqzcYSdUXBn4AbOB35Ew8gVS1vzT3+bn6S+eG7dW8eKLL2L27NnIycnB3LlzMWvWLKxfvx7PP/88XnrpJeTk5ODZZ59trLUSRIvF2utGXNyYrOrGDmuHYsfnH5WeiDWT+yLSJuWVEKHFmsl9/TZM3lAYhiFxQzQYdyIx7hj4/QUpa2abjAZkh+L169fjww8/xMSJE3Ho0CEMHDgQX375JWcuTk9Px6OPPtooCyWIlkyYxhzq3Xa8EEYTY2c8tA7OdGwpdvU9cFR6Ii6V1uD5H3Tcts8eGoj2rUIbsnS/prCwEOXl5WQmJjzG3VYKgWjgd2ct/jJbyq1V5OXlYciQIQCA/v37Q6lUIj09nbu/Z8+e3MwpgiC8Q2Z2AXIKzZ6293/LFQ13O62WkhC5YSmrEUaGThY1by8dO1OKIjeEp7gbiQlEA787a/GXyI1bq6ivrxcMoVSr1VCprGFspVIJo9HovdURRAuHDXfrjcIOfLbhbsZZtZTlX2cdilnKbBoF6grK3V90AKHT6aBSqdChQwdfL4UIUNyNxASigV/KmoPV5uhyQEZuAOD48eP466+/8Ndff4FhGOTk5HC3jx071hhrJIgWiSfGQ1FDsWWTFH/itWo9APObKwDkFDZ/cZOWltagTutEy8bdSEwgGvj5a7ZdFXu7Xzvz0Fm1wj+qpdz+i77lllsEzcBuu+02AOYuqAzDUDklQXgJd8LdUgZnSslLlVabIzcZ7WOw5ehF5BRWuLvsgCInJ4dSUkSDYKMahWW1ol9EZDAb8/mRGNbA/+TmvzgjLiz7+WufG3bNi7Yew+XKOm47u+Ztx4sB+E/kxi1xk5ub21jrIAjCBnfC3Wy1lFPPjYRzlVoiN9d3MIub8yXVqKozIETTPCMbOp0O06dP9/UyiACGjWrM2nAEMgj/zpxFYkalJ+L05Uq88vNJAMDqSX0xKt2/57eNSk9EVLAaE97bDwDo0TocW2cPgUIuw49/FwLwH8+NW+9Y7dq1a6x1EARhgzvhbmsTPydTwSWlpcyRm/axIYgP16CovA4niirQt22UpLUEEmVlZbh06RJFbogGw0Y1bLv3uorE1NVbvXRdEsP8WtiwsO8RZmTcmuvqLeMX/CRy4x+rIAjCDneMh04NxezgTElpKXPkJjJYjS4J4QCar6mYnSlF4obwBqPSE7HnqZuRZPGr9WsXhT1P3ew0xVSttxbgVNcFRjFOSZU1JcV69ABwRQ/+Ernxj1UQBGGHO8ZDSYMzXTyewWji8v+RwSp0SQwDAOQUNE/fDVsG3rlzZx+vhGgu8P8Wg9UKl5GYmnqroKnSizfo9DeuVFgFTSkvisPNllL5h6GYxA1B+DFsuDs2VC3Ybtc5mDMUi6Wl2MiN88fiGxsjg1ToaoncNNeKqZycHLRr1w4hISG+XgrRjGCjMTV615EY/j5S9vcH+JGbyjoDJ2rqDP4VuWmeLkGCaEaMSk9Et6QI3PjyTihkwIaHBmJAaoywQ7HlX+d9bszl5Qdzr6K4ohZxYVpBp2M2xBymUUKpkAsiN82xEpIdmEkQ3oQVKfyojCOqedGaQInclFTqBbdLq/WIC9f63VRwEjcEEQCwkRsjA/RoE2kX7mYkVEvpLpVhyModAsNjIs/wyIaYI0PMjTk7tAqFUg5U1Bmw/vdz6JIQbjf2IZDR6XQYO3asr5dBNCPqjSbOeyJN3ASe5+YKrwwcMBuM48K1qDNYDMWBKm50Oh02btyI3377DefPn0d1dTVatWqFPn36YOTIkbj77rsFXYwJgmg4QSoF1Eo59AYTrlXpEWpTmm1ylpay/Lv5yEW7+9hOx2sm94XKEk6ODDILqe26IsvR5maCgFAMBTJ1dXU4c+YMmYkJr8IXK/xKKEfU8gRQdaBEbqqEkRs24stGbgJuKviRI0cwfPhw9OnTB3v27MHAgQMxf/58LFu2DJMnTwbDMHjmmWeQlJSElStXoq6uzvVJCYKQhEwmQ1SwOaJiOyIBsI5WcDdzxO90fLWKrZRScWMfDDZtjcWmHAcip06dgslkInFDeBW+QHE3clMVKJ4bS+QmzPIFi62wrOPSUv5hKJYcubn77rvxxBNPYPPmzYiMjHS43759+/DGG2/g1VdfxX/+8x9vrJEgCABRwWoUldcJyi9ZuA7FIsfZ5sjtjoW50/GfF0oBABFBKremHAcibBk4eW4Ib1LtpkGYv08gRG4MRhPX56ZDXCiy8ku52/4WuZEsbk6ePCkYkumIjIwMZGRkoL7e/tslQRCeE2mJ3AibaJlhnKSlag3SvhFeLjd/I9MbTJLHPmR0iJF07qbEmWmaRafTISYmBq1atfLRKonmiKD6qd7o0ogv8NwEQOTmquWLlVxmbvRpFje2kZsAEzdShA0AVFdXIzg4WPL+BEFIIyrY7IUpFYncsIi9jQZJ7DthdGJKFkPqeIimJDO7wK5LrJhPSKfTUUqK8DpVdcLoS53BBK2Tvz9+6ioQDMVsFDg6RI3oEPb9yD8jNx6t4pZbbsHFi/bmxIMHD6J3794NXRNBECJwkZsqsciNY89NXJhzgz/b6Zj9xhUf7t6UY3+B9QnZRp3EfEIkbojGoNrGZ1PrwndTow+sJn6suIkJ0SDKIm6uVenBMAxXJeYvkRuPVqHVatGzZ09s2rQJAGAymbBkyRIMGTIEY8aM8eoCCYIwE2mJ3Ih5bljfr1xE3ch5KRnbe/mdjstqzG+uPdtESB774C8YTYxTnxBg9gkZTQxMJhNOnDhB4obwOrbRF2emYgOvbBwIjCZ+bAO/mFA1F0m+Vl3PpaQA/4nceNTn5scff8Tq1asxY8YMfPvttzh37hzOnz+PH374Abfeequ310gQBCCpWkoMmUWm3NE7CQdzrwoiG/HhWiy53ZyyeXvnaQBATKiGm3Jsfy4zYlOOfYnt87KF7xNKVFSgpqaGzMSE17E1BTsTLLbCJxAiN5crWHGj4d6PrlXrBSIt4KqlbJk9ezYuXLiAlStXQqlUYteuXRg0aJA310YQBA9nkRurodj+OHZbWlwoXru3N9IXZ6LG0oNj/fTr0CXRPGaBTXdFBqvQp20c1kzui8XfHkNRhbWtg6spx75Cqv+nuKIWpQXmmVIUuSG8ja1gcRa5sRU+gWAoZnvcxISoBe9H/J4+KoV/fOnxKH507do13H333VizZg3effdd3Hvvvbj11lvxzjvveHt9BEFY4IeBbbEOzhSbLWX+l01d1fDeiArLraKAjQixb1qj0hPxy7+Hcvd/PP06l1OOfYVU/09cmBY6nQ7BwcFo27ZtI6+KaGlU1Un33NiKGVszsj/C9riJDVUjytLJvLS63joRXCn3mzEtHomb9PR0FBUV4ejRo5g5cyY2bNiADz/8EIsWLaJ25gTRSLBhYLFqKWeRGzaZxDBARa1QGF0qNYsbvcGESsubK/s4gLDSqley/dgHf2FAarRkn5BOp0Pnzp0hl/uHN4BoPtTYpaUcdym2FTcB4blhDcWhGkH1Jivi/MVMDHgobh599FHs3r0bqamp3LYJEybgzz//hF7vvGEYQRCeYa2WEvsbc1wtxW5jwKC8Rvjme7G0GoA1aiOTAWFaq7hRKuScoNEbXLeT9xUKuQyLx3UD4Nw0rZDLkJOTQykpolGw7TLsLHJj77nxf3FzRZCWMr9PmBjgiiV1HfDiZtGiRaLfetq0aYNt27Y1eFEEQdjDpovKaw0wGIVCg3FSLSXj7WNrRmYjN2w0KCJIZRedUVtmTtX5sbgBzGm0NZP7IiFCmKJKiNBizeS+XDqNpoETjYVdNEaC5yZcq7QcG0BpqTANNEoFgtXmyG4RJ278w0wMuCFu8vLy3DqxWB8cgiA8JzLIGlEprxW+EZokTAVnAJTbpKUultYAsPp4+I/BolEFhrgBzAJnz1M3I9wSfbqnbxuBT+jy5csoKSmhyA3hEKOJwb4zJfg26yL2nSmB0eS4EtEWu2opp54b876xoeY+VPVGxq+jo4A1LRUbYl4zm5oqslQq+ksZOOCGuLnuuuvwyCOP4I8//nC4T1lZGd5//32kp6fj66+/dnnO3bt3Y9y4cUhKSoJMJsPWrVtdHrNr1y707dsXGo0GHTt2xPr166U+BYIIaJQKOcIs3/JsK6Y4Q7GIuuGiOQzDRW7YaMwli7hhIzdsdIgPG2qukzjGwdeYI0/mKxIfoRFEonQ6qpQiHJOZXYAhK3dg4vv7MW9jFia+vx9DVu6QPCjWNnIjJS3FihvAv3031XoDt+aYUPP7BJuaKrIUJgRkWur48eMICQnBiBEjkJCQgLFjx2LmzJn417/+hcmTJ6Nv376Ii4vDRx99hJdffhlz5851ec6qqir06tULq1evlrSG3NxcjB07FjfddBOysrIwf/58PPTQQ/j555+lPg2CCGgcjWBguC+XTtJSAMot4iYtPhSAuXuv0cRwLdQjg+0jN2pl4ERuWNjqDX6JKmAWNwqFAmlpab5YFuHHuNPh2hGsOGEFtdM+N2xaKkjJfdnw5143bNRGq5Jz6SgucmNJS/lT5EZyn5uYmBi89tprePHFF/Hjjz9iz549OH/+PGpqahAbG4v7778fI0eORHp6uuQHHz16NEaPHi15/7Vr1yI1NRWvvvoqAPO3rz179uD111/HyJEjJZ+HIAKVqGAV8q4KRzAYTQzqLVGVPy+UIjU2RBCtYEszGcaaluoYF4qcwgoYTAwuV9ShtEZvOb9Y5Mb8RubvIXMWhmE4Iaa38Sbl5OSgQ4cOUKvtnyfRcnHV4VoGc4frEd0SnFYMsuIkOkSNyxV1qK13XS2lVSkQpFZAX2Py6143Vyx+m5gQDfeewo5gYNNS/hS5cbuJX1BQEO655x7cc889jbEep+zbtw/Dhw8XbBs5ciTmz5/f5GshCF8QYdPIjx0UWW15E/33l3/ilZ9PiDbaY2BNS0UFq5EQrsXF0hpcLK3hPDcRIp6bQDEUsxhMDBfJshVkZCYmxHCnw3VGhxiH+7HRmBiLuHFqKLbcF6xWIEStQFlNvV+bijm/Taj1iwHbNoLtl+VPkRu3VnL27FluQJ8vKCwsRHx8vGBbfHw8ysvLUVNTI3pMXV0dysvLBT8EEahYe93USw6j8yw3XCl4eJAKrSODAJh9N2xaSjRywxqKXQwB9Bf4gkZM3JDfhrDFnQ7XzmAjN6wnxannRs+KGyWCNeY4g20TQH/COlfK6hFiPXqs54b9IuQPuLWStLQ0XL58mbs9YcIEFBUVeX1R3mTFihWIiIjgfpKTk329JILwGFZ8XK2ukzwoku1abOKlpcK1SiRFmkumzeKGNRSLVEtZvo3Zpnj8FX6EqY635srKSuTl5ZG4Iexwp8O1M1jBEm2pJnLmueGnpVgPiz9Hbq5UWnvcsLBftti/uYAsBQdgF7X56aefUFVV5dUFOSMhIcFOTBUVFSE8PBxBQUGixyxcuBBlZWXcT35+flMslSAaBVZ8nCyqlBxG5zfxY9NSEUEqJIlEbsQNxeY3LFtzrr/iKHJz8uRJAFQpRdjjTodrZ1Tz0lKAiz439WYhE6zmixv/jdxwnhte5MY20huwaSlfk5GRge3btwu2bdu2DRkZGQ6P0Wg0CA8PF/wQRKDCvpmwzbRcUVxRa33DZqzVUuFBKrSOMosbs+fGdSl44ERujLz/W9fMloGT54awhd/h2hbbDteOMJkYTpxESxA31Xq+58b/G/mJeW5svwz5k6HYrZXIZDK7oVgNGZJVWVmJrKwsZGVlATCXemdlZXENAxcuXIgpU6Zw+z/66KM4e/YsnnzySeTk5OCdd97Bl19+iccee8zjNRBEIMG+megN0rxvcWFaQRM/NnITrrVGbi6W1vKMxk5KwQPSc2Nds06nQ1JSEn3BIURhO1zz0y6AfYdrR9TyftdYcSPFcxOkNldLAYHiueGnpfw3cuNWtRTDMJg2bRo0GnNYqra2Fo8++ihCQkIE+23ZskXS+Q4dOoSbbrqJu71gwQIAwNSpU7F+/XoUFBQIOiOnpqbixx9/xGOPPYY33ngDbdq0wQcffEBl4ESLgY2sGE0mJEZoUVhWK+q7kcH8pjwgNRo7TxQDMP/9sp2NI4JUiFGYz3WptIaLdkQGOWviFyiRG/G0FJmJCVeMSk+EDDI8suEwAODmLq3w/pTrJA2MZYWJTGb90JfSxC9IZY3cOIv0+BpuaGaI47SUP3lu3BI3U6dOFdyePHlygx582LBhTquvxLoPDxs2DEePHm3Q4xJEoMJGVsprDVg8rhtmbThit49tGF1YLcWmpZRc2Td/3lRkiJihOLD63AjEjVEobm655RZfLIkIIEp4g2lDNfaz1hzBRWJUCgRrzH8zUtNS7P5Vdf6bluIMxfy0lM37RcBGbtatW9dY6yAIQgJRvD43bBh97hdZgg/xhAitoM8NWy1VazByH/zhQSqEaVUI1yq5aI5CLkOYxv4tIdAiN2KG4vr6epw+fRpz5szx1bKIAIFf7u2O2GDLwIPVSgSpLOJGQrVUkFrJ89z4Z+TGZGJw1ZKWasUzFIdplFDKZTBY5m/5k+fG7SZ+BEH4DtZzU1tvQm29EaPSExEVfAxFFXWYPzwNA1NjMCA12qZDsfnfMkuPG7kMCLW8mSZFBqG8sMJ87iCVqIcu0GZL8dfJipuzZ8+ivr6e0lKES4orrGZ9d8Yh8CMxWou4cdahuJaXlgry81Lw0pp6sPNDo3ieJJlMhshgNVdJ5U+RG/9ZCUEQLgm1fFMCzNGbitp6bq7L9MGpyOgQYxdGZ2+x6acwrQpyyz5toqwtFCJEzMQAr1oqgCM3VClFSKW4nCdu3DD41vDETRAnblxPBWc7FANAlR9GbowmBjt05hYsIRqFdRCvBX4Rgj9FbvxnJQRBuIT9pgSY50udLq4EALQK04iOTjAfY/63zFLuzd+PrZgCxLsTA4E3OJOfoqvjiZuIiAgkJCT4allEgHC5ki9uPElLWcWNFM9NkFrBdSiu9jPPDTsl/fHNfwEwiz3bKen89w0SNwRBeIx1BIOeEzdpcaEO92c9N6U8MzELX9xEOhBHAWcorheP3HTt2rVBrSuIlsHlcp7nxo00EX+cglZt/mitqTc6LJqp5c2W8scmflLHu/B73VBaiiAIj2HfTEpr6nH6slncdHQmbjjPjbXHDUtCuLWdfL3RBKPJ/o04oCM3lv/n5OSQ34ZwCcMwNpEb6WJDLHLDMOJ/N/VGE+qN5r81fim4v4gbV1PSAet4F2Hkxn9KwUncEESAEcmrmDpTLEHcWP4trxFO/s7MLsCyH45z++0+dcUu5AwEoKG4XmgoNplMyMnJIb8N4ZLS6npOdABmwSJ1WHSNiKEYEPfd8EVMEC9y406kqDFxZ0o6vxycIjcEQXgMfzI4m5bq2MqxuGFDN2xQJlyr4kLO/J4egH3IGeBNBQ/AyA0AnMu7gIqKCorcEC5hK6W0lt95hpHeWI+rltIooVLIOeO/2PGsEFLIZVAr5AhmIzd+0qHYnSnp5LkhCMIrsG8mhWW1yLtaDUBa5IYlVKuQHHIGALXCMjgzUMSNzTqzj5mjUyRuCFewH+pto4O5dK7U1BSXlrJEbYKclIPzuxPLZDKuiZ+/lIK7MyU9ijw3BEF4AzYtdTT/GkwMEKZVolWYxuH+tqWbFbUGySFnIPBKwW1F2LHjx6HRaJCamuqjFRGBAlsGHh+u5USK1IopfloKALRqx438WBHD9rfhe26kpsEaE3empPM9fKeLK0V9e76AxA1BBBjsN6Xjl8oBmCulnFUB2d4l9b2H/RYbcIZim3WeOJGDTp06QaHwH7Mj4Z+wZuJWoRqEWMqzKyWKGzbCw5Z1OysHtxVCbOTGYGLs0qq+QOqU9G3HC/Hs1mzuvqXfHxf17fkCEjcEEWCw1VKsSHGWkgLs01IJ4Y6jPHzY0HTAGYptxQ2ZiQmJsJGbVuEahGrcq2CqqbdWSwFw2sivmjeHCrCmsgDnIxuaEna8C/t8WNgp6QAk+/Z8AYkbgggwIm2a7bkUNzbqpk9ylOSQMwBoVAHW58ZmnadPniC/DSEJNloZF6Z1e5hlNa/PDeA8LcV5biz7KBVyLkLqT12KR6Unon1sCABgakY7fDHzeux56maM6Jbglm/PF5C4IYgAw7aTsGtxI5QxkSEqLuRsK3BsJ4oDgFoRuGkpY20lrlwuJnFDSIKtlmoVpuF8MFLLs9lKJ85zo7Q28rPFNi0FgBvB4E9dimv0RuRYZs/NvLE9N97FnVJxX0HihiACjHCtcN5taoxzcWNLRJCKCzknRAirItiQMztRHOCVgkssifU1/PSZoSQfAFVKEdK4YhE3cWFWz43kyI1tWkotJS1l/VsO9rNGfgDw14VSGEwM4sI0aM3rZu5OqbivoKngBBFAZGYXYMl3xwXbJr6/H0tu7yYQJHxs01JsdcOo9ESM6JaAg7lXUVxRi7gwrd1EccAaufEHo6MU+JGb+pJ8yGQydOrUyYcrIgKFYlFxI7HPTZ0wLeXMc1NTbx+58bdGfgBwJK8UANC3bZQgAuxOqbivIHFDEAEC23jPNotdVG428NlGXFhkNsmncN4MKYVchowOMU4fl9/Ej2EYv5/PxBdh9SUXkNA6GUFBQU6OIAhzeTZbGRUXrkWox54boaFYPC1lEOwDgDc8038iN0fyrgEA+raLFGxnS8ULy2pFfTcymKPArG/PF1BaiiACAHdmvdjC1yJqpVzQGl4K7LwYhjGXqvo7/MGZ9SX5SG6f5sPVEIHCZUvUxjzrScFFYColRlL4s6UAvqHYPuLJnwjOwlZMVftJ+pdhGBy1iJt+7aIE9/FLxaX49nwBiRuCCAAaYuDjv73wG25Jhd9SPRBMxcLITT5ap3T04WqIQIFLSYVrIJPJuLSU1EhKjV48LSUWubGN8gBAiMa/DMV5V6txpVIPlUKG7kkRdve749vzBZSWIogAoCEGPn6H4ogg9//kWc8NYDYVs/0//BXWUMwY9DCUFiGRxA0hAbbHTZyl2zdbvSQlLaU3mLioJltCzs6nEvPc1NYL+9wAVlHkD6XgRhODLw+Zzfhto4OhUojHQaT69nyBf79LEQQBoGEGPn5aiu+3kYrcMtxPbzQFhKmYNRQrKgoBMIhPprELhGvYLwbsKBPOUCwhLcWfCWU/W8pJtZQfRm4yswuw9PvjXKT4zOUqDFm5A4vHiRctSPHt+QJKSxFEAODOrBdneJKWAngjGESGAPobrLiRlV0EALRK7uDL5RABwmWuUsr8BSGEMxS7jqSwYkWtkENpiXJoJaWlrPEFtizcl54btmjBNgXuL12H3YHEDUEEAA0x8MkEaSnPxI0mgOZLsWs0Xb0AeXAkVMHhPl4REQjwG/gB1mGWUmZLsZEbNiUFWKMy4h2KheZjwPeRm4YULfgjJG4IIkDw1MAnMBR74LkBrJGbQBjBwK5RX5IPVUybgBBkhO/h97gBwJstJUXcWCIxPA+NlMGZWj/y3ARC12F3IM8NQQQQnhj4BJ4bD9NSgTQ8kxUz1cV5UMWmBYQgI3xPcbnQcxPsRhM/Ttxo+Gkm154bsSZ+vhqcGQhdh92BxA1BBBjuGvj4ssfztFTgDM/UG0xgTEZUFOUhvPNNAWGCJnzPlUqh54Zr4ueGoZgvVrScuLH//WuKDsVGE+PWl6BA6DrsDiRuCKKZw/fceFItBfAMxX4ubhiGgd5ogqGsGMZ6PVQxyQEhyAjfYjCaUFKlB2DucwPw0kSSPDf2YsWZoVgsLeVuXx1n2FY8AeaCA0cVT0BgdB12B/LcEEQzpyWlpVjxVW8ZmEnihnCF0cTg52NFYBhALgMiLH8jrNioNzIuf4ds50oBLgzFTtJS7ABOT/G04oktWnAkbADfdx12BxI3BNHM8Ua1VKBEbtgUVH3JBWiCgqEIiyVx04QYTQz2nSnBt1kXse9Mid9X1mRmF2DIyh2Y/fkRAICJAW78705kZhdwTfwA19EbNi3F71vjyHPDMAxX7s0XQ9xU8AZEbhpa8WT29MXbbfeXrsPuQGkpgmjmeKNaKlBKwfW8yE1C2w6ATOb30abmgiepEF/iaBAtG+FYM7kvNEo56gwmVNYZEBWidnguVqyEiIgb27SU3mjixEWQlz037lQ8OfLtFZTVAABm39QBneLD/KrrsDtQ5IYgmjn8tFRzNxSz4st49QKSUszN+8hQ3PgEWvM3qREOVqxUu6hgEktLadXW8QsMY32kWt4gzSAve24aWvFUWq3HsUvlAICpGSm4o3drZHSICThhA5C4IYhmj4wXu2lwh2I/Fzd6g8lsKuZNA/d3QRbouJMK8Ze0ldQIh0Jh/ttx1cjPmaHYxAgFNuupUcpl3N8V/9hqGzHkDlIrmWJDNKLb950pAcMAaXGhiAsPjKooR1BaiiCaOQzvY+fYpTJkdIh1+5tY4BiKjTBVlcJUW4mU9mk4cMX/BVmgI1UovL3jNDb+kecXaSupEQ6V3Px776qRn1gpOD8qU6s3cdFPsblS/GONJgZ1BpOgkkoqbMWTs9cDAP791Z9Ycrv9df/9TAkAYHDHWLcf29/wi8jN6tWrkZKSAq1Wi4EDB+LgwYNO91+1ahU6d+6MoKAgJCcn47HHHkNtbWA0FiKIpiQzuwAvZ57gbk/+8CCGrNzhdpogUDoU6w0m1F81V0qlpHXmthGNh1Sh8PovJ/0mbSU1whGqlVYObhUs1niBSiGH0vIlgu+7YSulglS24sZ6rKs0mCP4Y1qcUVQuft33nrkCAH45CNNdfC5uNm3ahAULFmDx4sU4cuQIevXqhZEjR6K4uFh0/88//xxPP/00Fi9eDJ1Ohw8//BCbNm3Cf/7znyZeOUH4N6wPoqymXrDdkw8U9lunv0dB9AYT6ksuQCZXoF078zRw8tw0Lg1p6uarmUVSB9HGW1IzrroUs5GbEJtojJipWKyBH2AWJmyEVMrIB0eMSk9Eamyw030Yy8/TX/+NvaevQG8w4ce/CnD2chVkAK5LCYxeNs7wubh57bXXMHPmTEyfPh3dunXD2rVrERwcjI8++kh0/99//x2DBw/GpEmTkJKSgltvvRUTJ050Ge0hiJaEt4fgaVSBMRW8zmBCfUk+gmNbIzjI7Cvw9zUHOq6Egit8MbNI6iDaMDZy4zItJZ5q0or0uhGL8rBwpuIGjGCorDMg72qNpH1La+px/wcH0GXR/7hyeAbA2Dd/8zsTuLv4VNzo9XocPnwYw4cP57bJ5XIMHz4c+/btEz1m0KBBOHz4MCdmzp49i59++gljxowR3b+urg7l5eWCH4Jo7nh7CJ5aYUlLGf3bc6M3mFB/JR9hCSnWVBpFbhoVZ6kQdwRPU88sYgfRsrOkWPg9XYIlTgZnxUiIjWDhet0Y+Gkpe38OC1cO3oDJ4H/kXoXRxCDGSem6Lbbfcfy1ys0dfCpurly5AqPRiPh4YdOg+Ph4FBYWih4zadIkPP/88xgyZAhUKhU6dOiAYcOGOUxLrVixAhEREdxPcnKy158HQfgb3h6CFziRGyPqS/IRkZjChfjJc9P4sEIhMlhYjZcQocVjw9MkncMXM4tGpSfi7Ul9AQBRwSp8MfN67HnqZs5oGyqxPFvMUAwAWsvfTa1Y5EbEMMyKo4YMz/zd4pvp2SbC43P4Kl3oTXyelnKXXbt2Yfny5XjnnXdw5MgRbNmyBT/++COWLVsmuv/ChQtRVlbG/eTn5zfxigmi6fH2EDyuz00jRUG8VSJcWlYOY2UJolqnQq0IjN48zYVR6Yl4alRn7nbHuBDseepmzLk5TZK/xVczi9imdZ3iw+x6urBiRXIpuEY8ciPmubFNYfG3VTVI3Jgrnm7vlRRw6UJv4tNS8NjYWCgUChQVFQm2FxUVISEhQfSYRYsW4YEHHsBDDz0EAOjRoweqqqrw8MMP45lnnoFcLtRrGo0GGo14TT9BNFe8PQSP63PTCJEbb3a2zT19CgAQ0zqVizZRWsr9CdGeUlFrFQGl1QbuMRaP64ZZG47Y7e8PM4suXDOLmzZR9iZcqwfG/T43gPjwTLG5UtbHY8vF3U9LGU0MduiKuCZ8GR1isXicArM2HIEMEH0fkEJTpwu9hU8jN2q1Gv369cP27du5bSaTCdu3b0dGRoboMdXV1XYCRmH5huZp4yOCaG5INUxK/UBprD433u5se/7MSQBAXHKq1SfUwiM37Pykie/vx7yNWZj4/n6P2gFIgV+Zd6WyjvuQHpWeiCW3d7fb3x9mFlnFTZDdfSGcB0ZaWso21SQ2PNNZWoqbL+Vm5IZ9jWd+epjbduc7ewEAayb3RUKE5yk/X6QLvYHP01ILFizA+++/j48//hg6nQ6zZs1CVVUVpk+fDgCYMmUKFi5cyO0/btw4rFmzBhs3bkRubi62bduGRYsWYdy4cZzIIQjC6oOwfWPz5ANF0wjmXG9XdAFA/tlTUIS1QkhoWMD05mlMmnosQmm1sO0AKxwAoG2MMDLy8t09Bf4WX3HhWjUAoLWYuNG4rpYymhjUWiKaIQ7SUrW830GnaSlLtPHA2RLJ6VlXrzEA7HnqZnz24EBEujF+xdfpwobi8w7FEyZMwOXLl/Hcc8+hsLAQvXv3RmZmJmcyzsvLE0Rqnn32WchkMjz77LO4ePEiWrVqhXHjxuHFF1/01VMgCL/FPOU3ocEpCU0jpKW8MeTPlgvnTkMV0wZqhVxQLWUyMZAH4HychuBKPMpgFo8juiV4LSVk21Mpr6QaneLDAADnrlQJ7msdFeQXM4suOoncsIZiZ9VL/JSTo7QU31DsKC2VmV2AbTpzf7etWZewNeuSy/SsO6/x4LRYvHR3D07wOJNN/pAubCg+FzcAMGfOHMyZM0f0vl27dgluK5VKLF68GIsXL26ClRFE4KOQyxrccbQxmvh5u6ILAArzzkAV1wMalVwwt0dvNEErb1mR3cYQj65gxY1MBjAMkG+JigDA+ZJqwb5XKusa9Fje8BGZTAwulJrFTbKI54Y1CFc6SUuxKSm5zPolgEXMc2OtrLJ+/EqZUC4mcNx9jdlorq3HTS4TloMn+PE0d6n4hbghCMK/aYwUj7cruvR6Pa5czENk19HmyI3CRtx4MKsnkGkM8egKVty0jw3BmctVyOc1k8u1RG5Y4XOlUu/x43jLhH6lsg56gwlyGUR9KaESDL78ieAymVBciVVLsX4a9vexIRE2T15jsWhuv3ZROHz+WqMbzpsSn3tuCILwfxrDUCy1Bb7UnP/p06dhMhmhikmGRiUXfItuib4bb4tHKbDipkdrc4+VvKv8yI1Z3HRJCAfgeeTGmz6ifEtKKjEiCCqF/cchG11xlpZiK8TkMtj5ZILU5nPyDcW1NuMXGtJw09PXmI3m3tG7NTI6xECtlAtuB7qwAUjcEAQhgcaI3Hi7okun0wGAWdwo5JDJZC26Ysrb4lEKrKE43SJuWLNuvdHECYn+7aIAAFcq3Bc33jahOzMTA3zPjbioz8wuwLR15m755bUGu0o0zlAsErlhxY2nETajiYHJxDg1CQe6KbghkLghCMIljTU4k/UAxIYKW8V7UtGVk5MDbWgE5MERnBhryRVTUsYieNMwajIxKK8Vipv8q9VgGAYXr9XAaGKgVcnRLcnzyI23x4o4KwMHrAKkpt5oJ5jYCFJJlTC9xo8gaZ2IG/Y+T6IvbOn3/R8eQKmNiZulOZiCGwKJG4IgXGJNS3lfJIxKT8SqCX2429e3j/aoRFin0yG6dSpkMhknxgJpvpS3ujTzYcWj7YdbY/SXqagzgG01xgqYKr0RV6v0yLWkpFJiQtAq1NxU1RPPjbd9RM4a+AHC0m6+70ZqBIn9/WM9N0YTgxKLqDtfUgWjiXE7wuYoLWeLP/QQ8iVkKCYIwiWNHQG5UmX9Fh+sVnr0TVOn0yEioR2qYV0vm5by95lY3uzSbMuo9EREBmVzEYYHrm+HJbd39/q3+TJLSipIpUC4VoX4cA2KyuuQf62GKwNPiQlBrGVQZYkHkRtv+4guljqP3GiUcijlMhhMDKrqjAjTmlNAUiNIBaXmfWrqTXav8fKfcrBu7zksHteN6+Bs20nYNvriTFSxRAapsPr+vri+ffPwzngKRW4IgnCJxqZnjLcpLrd+0HkyEdlkMiEnJwdhCSkArOu1Rm6kGaEbI3riiqZotFfBu6YmhmmUDz3WTBxh8YC0jTZHQ/KuVnNl4O1ig7kU5JVKvdtd5b3tI2I9N47EjUwmE50vJTUyxE4Dv3StxmWjPSkNN12JKgAoramHXCZr0cIGoMgNQRASaOyeMfwPC3dbzwNAfn4+qqurERLfDoB1ve6k0xozeuKIpmi0V1tvFETczlyu9Og8rmDFDTsZPDkqGH+cu4b8q9VcGXhqTAhiLWkpvdGE8loDJ4akwPqIvDGnivUCsWt1RKhGifJagyAtJTmCZHmu50uqXL7Ge566GSO6JWD/2RI89PEfqKk34a2JfdA/xSrUfFHeH6hQ5IYgCJewHhagcXw3xbzKGWet7h2Rk5MDAAiKawsAbhuKm3pMAYu3DbJilNsYTs9ernKwZ8MorTGnvcItYqWNJXJz4Vo1VwbeLiYEWpWCq0LyxFQ8Kj0Rz4kYpaNC1G55TC5X1qHOSY8bFmsjP+vvpdQIUs82kQCAeicRQP5rrJDLMLhjLIZ2igNgLi1nMZoYyRVmgToPypuQuCEIwiUqhQxsfzJvD88EhGmpahdDCsXQ6XTQarVQhrcCAHtDsRNx0xgzrqTSFN/E2Qom9loUV9Shola8wqYhOEpLnb1cxZWBp8aGAIA1NeVBOThg9u6wjzGkYywA4JYucW5F2C646HHDwk0G5/1eSq1EC9FKT47wX+MbOpmf02+nrgCwVkct+1Hn9BwtufTbFhI3BEG4pLF7xhTx3tg9idzodDp07twZ9SbzR4utodhZtVRTRE8c0RSN9spqzNczPlyDVhYzb2NEb9geN2zflWSLj+VofilXBh5nefzYBlRMAdbmgF0SwvDPmzoAAH7KLsCWIxcke6VYceOoxw0L26XY9vdyVHoi5tzc0W5/vk9Gq5L+Ect/jW/oaBbpR/Ku4ZujFyVVR7X00m9byHNDEIQkNEo56gymRklLXeZHbvRGMAxj18reGTqdDl27dkWxJarEihq1hIGfvvQxsOmNwrJa0ciRDOYPy4Z8E2cjN+FaFVpHKnG5og5nLleiV3Kkx+cUfRybyE2yJXLDiuGUmBBueCkrbkqqPIvcsOKmbXQwSqvqIZeZG+0t+PJPANK8UpyZONK5uLF2KbaPKLK9aq5vH42JA9rajS5gm/ixv8lSX+O2McFIjgpC/rUaPPvN306ro1iawzwob0KRG4IgJKGxvFF7u6y6Rm8UVPMYTYzbAooVN2yERqMSGoqdRW58MaaApSka7bGiI1yrQvtWoQAaJ3Jjm5aKD9cK5nu1i7GadmPDGpaWYsVNZZ0Bsz8/AttAjRSvlKsGfizOJoNnXywDANzUOU50dEEQb56ZI2ED2L/GmdkFXOl+lQSD/aKxXT3qDdWcIXFDEIQkpKR4PIGNiPBD+O5UTF25cgVXrlwxixuLKLKN3DhLpfliTAEfttFekFpYgeatJmzlltlH4UFKdLCIm8aomOLSUpZqKYVchqRIqyBUK+VcuigmxBy5uexhWirfIm5+PlbosVfKVQM/FrFScJa/LeKGnaVli9ZyLAPghrRYu/vFXmPW3O7O30BsmIZSUTZQWoogCEmw0ZC6eu8aiossKan4cC2Ky+tQU29EVZ0B0SFqF0eaYSulunTpgjqd+Zu6lovcmD9cnIkbb5YXe8qo9ER8m3UR/8suAgC8OD4d9w1o65XHFEZuzEbcxozcsNVSmdkFuMTziXz/ZwEOnbuGxeO6cY38PKmWYhiGEzfXqh0bo/leqYwOMYL7jCYGp4oqAJivj9HkuPcPG7mxnQxeWq3nBFL3JHFxw4/cHM0rBQA8NbIzkqKCRKdvS2nSJwZVR9lDkRuCICTR2JGbuDANQizmTXe+tep0OsjlcnTq1IkXubFUS0lcMxs9iQ5u+IwrT2EjLIDZc+EtMcX3wnS0RG5yLa3/vYm1z42aiz7Yiko2XXThqllceSJurlbpJaVqWGy9UpnZBRi8cgdn0H3hJ51g2KUtrOem0sZzk32xHIDZ9xMRLN6rRy6TgX0ZK+sMiA5WYeaN7R1O35bSpI8PVUc5hsQNQRCSaCzPDVsGHheutZo33aiY0ul0aN++PTQaDefVse1zI8XDMyo9kau8AYCkSG2T+hhKeVGIUicRCXfhDMVBKiRFBkGtlENvMHEN7LwFK25CNUqXpfWbD18EAJR4kJZi/TZRDgSFLbYDJ2dtOIJCN/oZWQW38HfSVUqKLd/ma8hagwm/6IocrtUd0zpVRzmHxA1BEJJorOGZRbzIDetvcKfXDWsmNpoYLhphN35B4prPXrGma+qNjTOmwBECceNg0rMnlFtKwcO15pld7S29Zrztu2HFTV5JlcvSetYs60nkhhU3HVuFuuWV8rSfkSNDMWsmThcRN46aQlbrjU6Nzu6kl1r6YExXkLghCEISGjfnNEmFLQOPC9NyDdPEzJuOyMnJEZiJAbHIjbQ1ny62fuCXeVFgSIHfSbis2jOjreh5a4VeGNZ3401xU280ca9ZjRuerGq90S4i4grW59I2JoSrNHMkcPhRDU/7GYl1KAYcR26k+GYcGZ1dmdsBcx+hzx4aSNVRLiBxQxCEJDQSesZ4Ajt6IT6cF7mR+IFXXV2N8+fPm83EPAGjsW3iJzFyc4YnbvQGE2q9bJ52hMFoEpTDezUtxTMUA9Yuwdtzir02HJQvzNpZuge7QmURHVcq3BNyeSXWHjesV0psfMJLd/UQfPh72s8oVMQHVlZdz0WQuieFC/ZvSFNIfmsAW4Ejs/y8dHcPDO4YS6koF5C4IQhCEu74V9zBaijWIoTz3EgTFSdOnADDMILIjVwGKC2ihq3wkiJurlXpuXQJ2z+wqaI3fDMx4N20FL+KKTO7ABv25wEwzy2a+P5+p2Zadx8jTKPE9e1jJKWL2G7Jl91MTXEN/GLM/WlGpSdiz1M344uZ1+ON+3qjU7zZNP33xTLBdHdP+xlZDcXm18hoYvDVoXwA5jES4TaDPxvaFNKRYKM0lHtQKThBEJKQUlbtCUWcoViDYPZbssS0lE5nnrXTtWtXlNuYiQH3KrxOW9I0rSODUKU3oLS6HuU19YgPb/wy21KbNJR3DcXma/n3xTK88IN9uoQ10zbkg5MVYxHBKkFpvQzC5nV8E+yaX8/iUlmt274bVtzwJ3kr5DKu3Hv/2RKcLKrEhgN52HDALOQSI7RYNLYrEiO0DqMqjrpBs+XcJZV6vPHLKXxxMA+F5eZzXKnUY8jKHYLOwN5oCjkqPREjuiXgYO5VFFfUipaNE86hyA1BEJLQuOlfkUJtvZH71h8XpnE7cpOTk4PExERERERwESX+BHONG4Zi1m/TMS6U67LbVJEb28cpq/GO54ZhGC5l9O6vZxptOKhtd2Ip0YdWluGZ7lRM1RtNKCizeG6i7ZvvZWYXYOPBfLvthWW1mP35UdzaLV70vM46BT/08R/cc3z9l5OcsOGfm28S9lZTSFawOSobJ5xDkRuCICThbuWRFC5b/DZqpRwRQSqPIjddu3YVrEsQuXFjzaeKrOLmmiWS4q64MZoYj75t26ahvBW5qak3wmARLMVORh04a3gnBdu5UoDr6IN1eKb0yM2l0hqYGLNoZdNaLFKqob60pJOUchl3XQDxuUxsxZMrucfALFiWfn8cI7olSI5ckVhpXEjcEAQhicYoBWc/cOPCNJDJZG5HbnQ6HYYOHWpZl1GwTsA9nxCbluoYF4qTlu617oibzOwCLP3+uCDtIWWAI2A2qALm0QWl1fVe89ywZeAyGcBICMp4OhzUdvQCCz9dZEuMJXLjjrjhD8y0HawqpQFejcUMH6SS46Eb2iMlNsQrnYJtxSEbubL9faDhlk0HiRuCICTRGIbi4nJrjxsAblVLGQwGnDx5Eo8++igAB5EbhXSf0BleWoqtLJIqbhx9y5fqZ2Efp11MCEqrS1FWU+/2ZHRn5w1RK+w67IrhaRt/27SUFDyJ3PDFjS3uCLPKOiNW/XIKayb3FRVf7nYKFlsD+WZ8C3luCIKQBOtlaZzIjflD1dowzfUH8dmzZ1FfX29NSxmFQzMBniBzYSiuqjPgYqnZy9GxVShXASNF3HjaHI4PG/loZ/nQNpehN/w6sz1uYkLUjToclF2/beWQMzhx40YpOGcmFhE37ggzV6+LpxEs2zWQb8Z3kLghCEISjWEoZj9E4sMtkRsHQwrFYAdmsuKG7b+jUblvKGYHScaEqBEVonbLUNyQviYs7OMkRmqhUpg/AEu9YCrmvDDBaqf9U4CG+UC4uVJB0oadAu5HbowmBn9ahk/yu1GzSGmAx8fZ6+JuBItmPPkfJG4IgpCErTnXaGKw70yJoJeIuxTx5koB5vQJIM1zo9PpEBYWhsREc7qHjdxoRCI3eheC7PRls8emQ5y5RworbljPijMa2tcEsAqZyCA1IiwCwRumYq47sVblsIIpPrzh/VM8SUu1CpPuuWHnNO23CJFP95+368/jrAGeM8ReF3eEEpmE/RMSNwRBSIKflmI/bCa+vx/zNmZ53AyOTUu14jw3lsiNhGoptlKK9aWwESXRaikXaSl+GTgAtyI33uhrwjcUs6Zcr4gbdq5UkPm68hvesQMh332gX4MNrmzpujviJsoygb281oDdJ4sdimNHc5rEhl0661jsCLHXxR2hRM31/BMSNwRBSIJN8Vy8ViP5w8YVrKGYbZQXItLq3hH8MnDAGlHSiDXxc5KWYsu3AUApk8FoYniRG9cCwxt9TaxpHRUiOWHlvbQUa5AGrD6Q9CTzTCRvzJji1i9xUndmdgHGvrmHuz3loz9ExbEnfiZWwH324EDuWorh6nVx2KsnXIPHhqfhjft644uZ19OMJz+FqqUIgpAEGwU5XVzh8MPGtt+HKy7zSsEBa+SmyoXnhmEY6HQ63HXXXdw2sWopV+XrtuXbn+w/j226ItzbPxmAtMgNv6+JLVJTFqW8tA4rrLwRueGPXrAlLT4UB3Kv4lSx98SNlMiNO5Vl7viZ+FVPCrkMg9Ni8dLdPbjXxZN+M1TxFLj4ReRm9erVSElJgVarxcCBA3Hw4EGn+5eWlmL27NlITEyERqNBp06d8NNPPzXRagmiZWKdCu7YWyPFPMtSozdys5zySqpgNDHWyI2LaqmCggJUVFQIIjd1YpEbJ4ZiZ+mON7afAiC9FHxUeiIWju5it11qyoITB8EqRLBpKS/0umE9N2KiIy0uDIC1eWFDYIWYK3HjTiTGaGKw9/QVSY/fmHOaqOIpMPF55GbTpk1YsGAB1q5di4EDB2LVqlUYOXIkTpw4gbi4OLv99Xo9RowYgbi4OGzevBmtW7fG+fPnERkZ2fSLJ4gWBD8i4gpXJtvM7AI89+0x7vYjG44gMUKLx0d2BmD2yOgNJoePyc6U6tLFKijqRCM34n1upHzIAvYzn5wREyrsmDs1ox2eG9fd5YchwzCc5yYiSMVVHHnVc6O1f6tPs/iLThdXNOgxauuN3LWPcJGWkhqJeXvHaWz8I09yrxma00TY4nNx89prr2HmzJmYPn06AGDt2rX48ccf8dFHH+Hpp5+22/+jjz7C1atX8fvvv0OlMv8hpaSkNOWSCaJFwp/Z5ApnHzbO0hKPf/knd7tab4BaKV5arNPpoFar0b59e26bmLhh/28wMTCZGMgtH2hSm7TVGpyLLD45heV226R8gNbWmzjDc2SwmvOteMVzU+s4LdXRMj37/NVq1NYboVVJf335sFEnuQwIVTv/SJFaWfb6Lycl7edo2KUtzjolE80Tn6al9Ho9Dh8+jOHDh3Pb5HI5hg8fjn379oke89133yEjIwOzZ89GfHw80tPTsXz5chiN4mHsuro6lJeXC34IgnAfjcr8dqGQOa4gcWXSlBoxAZyXg+t0OqSlpUGptH6Y6kUGZ/JFCb9iyp0mbaxAcEVOoTkC0rdtJADg7JUqScexZeBKuQwhagVP3Hi3FNyWVqEaRAarwDANMxXzfT1yF2LO0w7IYlAJNuEMn4qbK1euwGg0Ij5eOKk1Pj4ehYWFosecPXsWmzdvhtFoxE8//YRFixbh1VdfxQsvvCC6/4oVKxAREcH9JCcne/15EERLgK08ChVJcQDSPmykpCVYnJWD5+TkCPw2gKPxC9b/803F7nzIShUZugKzuBnTw+zjYBsDuoLvV5HJZKKGYk97CtmWgvORyWS81FTDxY2zyiQWdxvtOYNKsAln+IWh2B1MJhPi4uLw3nvvoV+/fpgwYQKeeeYZrF27VnT/hQsXoqysjPvJz89v4hUTRPNAa4ncyGQyrJncl+tTwiLlw8adiImryI2tuBEbnMl2++XfD0gr32YPlSJuLlfU4UplHWQyYGT3BADApbIa1Na7Lmnnm4kBc2oKsIqbhvQUKhMpBefTUcRU7K6QkmomBjxvtGfLnJs6UAk24RSfipvY2FgoFAoUFRUJthcVFSEhIUH0mMTERHTq1AkKhTX03LVrVxQWFkKvt89RazQahIeHC34IgnAfdghlXb0Jo9IT8diINO4+uQzY/cRNLj9s3ImYOIrclJWVoaCgQGAmBsQjNzKZTLRiiv8hawv7oZsYEWR+PAni5oQlJZUSE4I2UUEI0yrBMMD5kmqXx3ITtS3iIJLXQNCdBna2mEwMKpxUSwFWU/Epi6nYEyFVxhvxIAVHFUwKuQyPDU9zcJSQwR1bUSqKcIpPxY1arUa/fv2wfft2bpvJZML27duRkZEheszgwYNx+vRpmEzWN6qTJ08iMTERarX0uSYEQbgH67lhvSvsoEkAMDFAhYSuwlIiJmy0xVHkhq2Uso/c2A/OBKzjGGwrpkalJ+Kd+/varYWNQLHDGaU08mPNxF0SwiCTydC+lVk05F5xne4pt+kRw/57raquQQM5q/QGsHc5GmjZKd4aufFUSHkyeoHfKXnl3T2glJubJ45KT0Cik+7CNMOJkIrP01ILFizA+++/j48//hg6nQ6zZs1CVVUVVz01ZcoULFy4kNt/1qxZuHr1KubNm4eTJ0/ixx9/xPLlyzF79mxfPQWCaBGw6R6jiYHBaMKFqzWC+6XMCJISMenQKgSA4+GZOp0OMpkMnTt3FmznDMU2VT+2ooxPRocYTii88o+ego6z7oxgYP02nRPMYqF9rPk5SDEVc3OlLJEP1lBcXW9q0EDO8lrz9VMr5IJUHZ+0eFaEVWHJd8fcFlJGE4NjF0sBADV6g1vzxdgKpgnXtcWQtFgAwC+6Ype/H2QgJqTgc3EzYcIEvPLKK3juuefQu3dvZGVlITMzkzMZ5+XloaDA+o0hOTkZP//8M/744w/07NkTc+fOxbx580TLxgmC8B78dE+dwYT8a8KUC9tt2BWj0hOx6r7edtutEROzMKhy0MgvJycH7dq1Q3BwsGC72OBMwPkIhgvXzAItNlSDe/olC5q0uTOC4UQRG7kxp71TWXEjwVRs61kJ06ogc+Oz25GPiRu9EKTk5m/ZEhemMafQABSWO379xIQUm8LacvQSALMw8WS+GADc2s1sQ9hy+AIuV9SJRvbIQEy4g8/73ADAnDlzMGfOHNH7du3aZbctIyMD+/fvb+RVEQTBh5/u0RtMnDCIClbhWnW9pMgNS7dEswgIUsnx0l09ERdubaz28zGzB89Z5MbWbwOID87k33YmblpHBdndFyGxJNtgNOGkxZDbNdEcuWHFTa6EyI1tWkchlyFcq5JcpeXIxyQ2V8oWmUyGjq1CcDS/TNJjsULKnREKUmB/tc5cqcIiS3NHpRz4181pSIkNocZ7hNv4PHJDEERgoFTIobR8uFyt1uOqZXRC7+RIANIjNwC4qE9KbCju6CNsax+sNqeVHEVuxCqlAPHBmYArcWNeRxsxcSMxLXWupAp6gwnBagWSo8zRJDFx46gKqVRk6CT7/5gQtcc9hZzNlWLJzC5ATqH0MvDYEA32nrqCp7/+22MvkNganv76b7vtBhOw6pdT0CjlNPaAcBu/iNwQBBEYqJVyGPRGnLH0RYkIUiE1NhQ7T1zGZTciN/kWv06yiKgI0ZjflsQiN7W1tTh79qxTceMociM2PJM1RbeJtF9HuERxw/fbsE3sWHFztUqP0mo99p8tEQzoBMzCZPG4bnaGYsBcMXUewL39k7H21zMOH9uZ/4T13DgSN46iL2LIYI5k/furP1FY7ryc39EwSzGcNXVkcWcQK0GwUOSGIAjJsFGR05aOtsnRQYgNMxthr1RIHxeQf7Xacnyw3X1c5EZE3Jw6dQomk0lU3NSJdCgGrOk0MXHDpqXEIjfsPCZn4sZoYrBdZ06jRQWruWhFiEaJhHBzuujzA3lOq5DYcnF+5IYtq+4YF4o1k/siVCN8TnIZsHqS89SPNS1l/x1Wiqjgw8DsDXIlbPhI6WnkztRvgnAHEjcEQUiGjYKcKTanW5KjgtHKMjDSHc8Nm5YSjdxY5hOJTQbPyckBYF8GDjiO3HDDM0WqpS4689xwkRtx7w9rqN2aZTbU7sgRGmrZ6M27u886TeGwa7CN3ADmlNWo9ERktDdHQO7onYQglRwmBoiPEA7qtMXZXCmps7UAsy8q0sVATDGk9DSS2tTRneaPBAGQuCEIwg1YoWCN3AQjNsz8IeuW54ZNS4lFbjSOIzc6nQ6xsbGIibFPd4gNzuTfdu65sV+Hs2opKT1hUi0l7c4iPwwAI8NYHs/ap4sTVpap5KcsacB7+yfjVksH5P87Jmx+aot1Iri9MHFHLLBRG6m404tGalNHb86kIloGJG4IgpAMm5Y6a/mwTY4KaljkRkTccJEbkSZ+jszEAD8tJU3clNfWc76U1iKeG0fiRsrwz6XfH0dKjP1zc4aYobi0ph619Uact6TxOsWHcWXTW7Mu4tujjkckWCM39mkpqWIhOkSF2np7UegId3vRSGnqSE37CE8gcUMQhGRYocB2I24THYxYi7gpqdLDJKFCpqy6HhUWUSHmdbFWS4lHbhyJG73LUnChWLrIK2VnTcx8WHFTUSdsTifVJ1JncD1XSuzx+P8vra7H6eJKMIx5nbGhai69VlReh3mbHI9IcNY5WKqo6Nsuyq3n4G4vGmezpqhpH9EQSNwQBCEZ26hIclQwYkLN6RSjicG1atemYjZqExuqQbDaXlSwQsO2FNxoNOLEiRNuR240DgzFzvw2gNCrwo/eSE3pvLc7V9J+ABCskkPF6yPEDc+sqcfJInM1Vqf4MPx8rBALNmXZHS82IsFZnxspouL2Xon45XixpPVHBqnw2UMDPRpm6WjWFDXtIxoClYITBCEZ26hIm6ggqBRyXiM/PWJCnRtdrZVS4qLCUbVUXl4eamtrRcUNwzBcREOq54bz20SKp49UCjlC1ApU6Y0oq6lHVIhZcEhN6bDRKUfIYE1jRdoMnYzkeW5OWMRNx7hQp+kwGYRl065KwVlRYVuinhChxaKxXbHsR52rp8gJoZfu7oHBHWNd7u+IUemJGNEtAQdzr6K4opaa9hENhsQNQRCS4ZdZx4VpoLXMcYoN1XBdijsjzOk5rJVS4qLC2udGGLlhB2aKdSeuNzKw+HKhUdjMlmLFjU21FNvjxlHkBjALA1bcsLApHanVRo6IClHj/oFt8daO03YTtfmem1OW7scapVxy2XRGhxinpeAsjkSF1Gqq6BA1Xrwz3SvRFXbWFEF4A0pLEQQhGX7Kh28GbuVGxZS1UspF5MbGc6PT6RAcHIzk5GS7Y/jChR2UyeIocsM18HMibsS6FDsb/ukOkwYko2OceXBlpE10hRM31fU4UWiO3ISK+ILE2Hv6MowmxmkpOB9WVNzR29opWmrq7dmxXSltRPglFLkhCEIy/JQPv0dNrBsVUy4jNxYfTp3BBIPRBKXFi8LOlJLL7b+T8YWL2nZwpoMOxdxcKZFKKRZHXYqHdY6DRim3O2dkkIobp+CKP85dQ7yl0Z+t6ZctCy+rqeceu0frCEnnfXvnGWw+fJFLizmbLeUIqam3hAjH144gfAmJG4IgJMNPS/EjN6y4kTKCwVl3YsDa5wYAquuNCLeIlZycHCdmYnMKSymXcSMQWNQK8SZ+F7nuxI5Ltrly8FqhYNl1ohh1BhOSIrR45R+9cLmyDnFhWpgYBvd/cMDh+fhk5ZdioKXE2bZJnq3YaRWmwc1d45EYoUVhWa3LzsL8TsK6gjJEh7Ryy7/Cpt4cPZYMZm8OlWgT/gqlpQiCkAw/csNP50hNS5lMDBcxcRS5UfMGdLJdihmGcVEGLl4pxV8zP7pTrTegxDL405nnxjYtxQ6/XPvrWQDAmJ6JGNQxlkvpXN8+RlKJdUyICnUGE3afuiJ4HP6a2fQcAHSOD3Na4eSMKR/9IVoq7gwq0SYCHRI3BEFIRqWwfphV1Fj7v8RaysGvVDovBb9cWYc6gwlyGZAYKZ76kMlkdhVTly9fxtWrV0XNxIDj7sT8bfwU0iWL3yZMoxTtA8PCFzfsuIWJ7+9HVn4pAOCboxcFokGqKBiQajbOsueJEBlvwPfhpMWbvTmOyqZdIVYq7goq0SYCGUpLEQQhiczsAnx9+AJ3+4WfdPhwby4Wj+smeQQDm5JKjAgS9HWxJUSjRHmtgYvcsJVSriM3Crv7xJr45bvoccPC+lWOXSzDe7/az4i6WqnHrA1HBB/2zkqsF4/rhlHpiSgoq8X/sgu5+yKD1LAlPEiFS5bjlXIZjCYGCrmMq3B6fdtJvL3ztNP1s4iVikuBSrSJQIXEDUEQLmFnKdl+uLMRgYWjzREVV4Zi69gF56KCa+RnidzodDooFAp07NhRdH9nkRuNSFrqopNp4HwiLKMLDp2/Jrm/DOBaFFyXIvSqFJXXcuIFMF/vs5eruPvf/y0XP/xVwIkjhVyGwR1jJYsbdq38UnGpUIk2EYhQWoogCKdImaX04V5zN96rVXrROUcsXBm4ExMvAIRY0lLVFnGTk5ODjh07Qq22j3AAVkOxU3HDMxRfkGAmBqzpImfzlfiigY9YiTVLXkm1IG31xvZTnC+GFZK2Bmjb1JKrEQqOoAnbREuAxA1BEE6RMkupqNwcsXE1gsFVpRQLO5ahipeWcuS3AVwYihXCyI3RxODPC6UAAIPR5FSMOfPj2CJVNGRmF2D25+JRsEc3HMHTW/52OZSTjfJ4YjCmCdtES4DEDUEQTpH6oc1GWxylpowmBtmXygCYIy3OREWIRhi5cVYpZT6fa0Ox3mDiTMH7zpQAADYcyHNaSeSOuJEiGqREwUqrHffJsY0SuWMwpgnbREuCxA1BEE6R+k0/KsQsBK5U2EduWFGhKzB3212984xTUcGP3FRWViI/P9+puJFSCn6lsg6zNhyxi0I5qyRixY2zyIg7okHqWANX8AXnqPRE7HnqZnwx83rMGJzCrcl2jQCVbxMtBxI3BEE4xZW3g/1wZ300lyuFH96sh8QdUcGP3OTk5ABwXCkFWMWNWqxaypKWKiyvk5TuEa5DKdjHFndFg7f8LraCk/X3PDeuO9ZS+TZBULUUQRDOYb0dszYcEUyyBoQf7j/9bS5t5kduXKVhHJUnc5EbvZETN848NzX1Zm/O1co67DtTIqhM0liGezpLg4lVEmVmF2DJd8ccHgMIy7ul0FC/i5TOwFS+TRAkbgiCkICU3i0Hc68BEHpupJiRxcqTQ3jDM3U6HVq3bo2wMPFp45nZBXg50yyAsi+VY+L7+5HIW5ftrClnsJEVR6XvLA8OTsHwbgluiwYpYw0iglUos/huHAlJV49J5dtES4fEDUEQknAVERAbwSA1DWO7X7DG6rnJdWImdtV/Z83kvugYJy6KxIgL0zqNNgFmkfFTdiH+M9Z9/4qUKNhLd/UAAKdCkiAI55C4IQhCMs4iAuwIBv7wTKlpGNv98o/9gbpLl1CdngCdTocRI0bYHSM15fXFzOtdPj4/3eNptEkqUqJgACi1RBANgMQNQRBeITrELG7OXK7ifC9sGsaRWHDkIdn709e4ejgLFUOux+nTpzF37lxcuHABb731Fl544QXIFUqs35srSYQcLyjnHstRKgiwpns8jTa5gxRfDKWWCMJzSNwQBNFgMrML8OzWbADmoZR838vicd3w6IYjdsc485Bcf+NN+PXHzcg7fgQGgwEdOqbhtrv+gYv5eUi4eTo2Hb6IwnJp4uJqlTmSxAobW5FjGzHxNNrkLiReCKLxIHFDEESDkOJ7aRcTjPMl1YL7nXlIbrxlJFbKlcg9kAkAmPbChyg4dBDxE5fjjZ1n3Frfq/93UnA7SCXHI0M7ICU2RDRiIsX066piiSAI30LihiAIj5Hie1n83TFuPMOa+/tCbzS59JDEx0ZB264nik8chkylRcFvXyLi+n9Am5zu9hqv2XT8ra43YdUvp7Bmcl/RyInU0nfyvxCE/0JN/AiC8Bh35k71ahOB0T0SRQdJ2hKsViK4Uwb014rAmIxQJ6QhYvBEr65drGkfi6OxBtQMjyACA4rcEAThMe6Yam/uEid5X61SgeCO1+Pqz6sBxoTY25+ATCH97So6RIWrVdJmNDnyvVAzPIIIXEjcEAThMe6Yaj/dfx6dE8JcRj0yswvw3LfHoAiNgrZdL2jb9YYqMkHy4ywa2xXRoRo8tinL5b6uxBmZfgkiMPGLtNTq1auRkpICrVaLgQMH4uDBg5KO27hxI2QyGcaPH9+4CyQIQhRXc6f4lFTqHc6SYmHNycWWRoDx972IiIx/SFoLO+Nq2uBUJIQ3TcUTQRD+ic/FzaZNm7BgwQIsXrwYR44cQa9evTBy5EgUFxc7Pe7cuXN4/PHHccMNNzTRSgmCsIU13wLOJ2cDzgdUAkJzssJkxNy9X+DTTc9i7t4voDAZnZ7b1ugrddgnVTwRRPPE5+Lmtddew8yZMzF9+nR069YNa9euRXBwMD766COHxxiNRtx///1YunQp2rdv34SrJQjCFkfmWzH4Xhdb+Obk2fu+xPw9n+OGc1mYv+dzzN73pdPz2hp9nYkuqngiiOaPTz03er0ehw8fxsKFC7ltcrkcw4cPx759+xwe9/zzzyMuLg4PPvggfvvtN6ePUVdXh7o6azv48vLyhi+cIAgBrPn29W0n8fbO0y73F/O68Lddd+EY5JZYjxwMrrsgnM6dEK7BxAFtHfaqYdckZcwBQRDND5+KmytXrsBoNCI+Pl6wPT4+Hjk5OaLH7NmzBx9++CGysrIkPcaKFSuwdOnShi6VIAgXKOQyDO4YK0nciHld+Nv+aNMdg8/9CTkYmCDDH226c/ctGtsV0wanSoq6UMUTQbRMAqpaqqKiAg888ADef/99xMbGSjpm4cKFWLBgAXe7vLwcycnJjbVEgmjRNKS7L//Y1Rn3AjBHcP5o0x2rM+7ljpUqbFio4okgWh4+FTexsbFQKBQoKioSbC8qKkJCgn3p55kzZ3Du3DmMGzeO22YymQAASqUSJ06cQIcOHQTHaDQaaDSaRlg9QRC2NKS7L/9Yk1yBN3lN+8gnQxCEO/jUUKxWq9GvXz9s376d22YymbB9+3ZkZGTY7d+lSxf8/fffyMrK4n5uv/123HTTTcjKyqKIDEH4AQ3p7kudgQmC8AY+T0stWLAAU6dORf/+/TFgwACsWrUKVVVVmD59OgBgypQpaN26NVasWAGtVov0dOFsmcjISACw204QhO9oiNeFfDIEQTQUn4ubCRMm4PLly3juuedQWFiI3r17IzMzkzMZ5+XlQS73ecU6QRBu0hCvC/lkCIJoCDKGYcQnxzVTysvLERERgbKyMoSHh3v57GUAPgcQBSDEy+dujlQBuAZgEoAIH6+FIAiC8Gfc+fymkAhBEARBEM0KEjcEQRAEQTQrSNwQBEEQBNGsIHFDEARBEESzgsQNQRAEQRDNChI3BEEQBEE0K0jcEARBEATRrCBxQxAEQRBEs4LEDUEQBEEQzQoSNwRBEARBNCtI3BAEQRAE0awgcUMQBEEQRLOCxA1BEARBEM0KEjcEQRAEQTQrlL5eQFPDMAwA8+h071MOoMby/+pGOH9zow7m61UOQObjtRAEQRD+DPu5zX6OO6PFiZuKigoAQHJyso9XQlj5t68XQBAEQQQIFRUViIiIcLqPjJEigZoRJpMJly5dQlhYGGQy70YLysvLkZycjPz8fISHh3v13M0Rul7uQddLOnSt3IOul3vQ9XIPb10vhmFQUVGBpKQkyOXOXTUtLnIjl8vRpk2bRn2M8PBw+oV3A7pe7kHXSzp0rdyDrpd70PVyD29cL1cRGxYyFBMEQRAE0awgcUMQBEEQRLOCxI0X0Wg0WLx4MTQaja+XEhDQ9XIPul7SoWvlHnS93IOul3v44nq1OEMxQRAEQRDNG4rcEARBEATRrCBxQxAEQRBEs4LEDUEQBEEQzQoSNwRBEARBNCtI3HiJ1atXIyUlBVqtFgMHDsTBgwd9vSS/YMWKFbjuuusQFhaGuLg4jB8/HidOnBDsU1tbi9mzZyMmJgahoaG4++67UVRU5KMV+w8vvfQSZDIZ5s+fz22jayXk4sWLmDx5MmJiYhAUFIQePXrg0KFD3P0Mw+C5555DYmIigoKCMHz4cJw6dcqHK/YdRqMRixYtQmpqKoKCgtChQwcsW7ZMMKenJV+v3bt3Y9y4cUhKSoJMJsPWrVsF90u5NlevXsX999+P8PBwREZG4sEHH0RlZWUTPoumw9n1qq+vx1NPPYUePXogJCQESUlJmDJlCi5duiQ4R2NeLxI3XmDTpk1YsGABFi9ejCNHjqBXr14YOXIkiouLfb00n/Prr79i9uzZ2L9/P7Zt24b6+nrceuutqKqq4vZ57LHH8P333+Orr77Cr7/+ikuXLuGuu+7y4ap9zx9//IF3330XPXv2FGyna2Xl2rVrGDx4MFQqFf73v//h+PHjePXVVxEVFcXt8/LLL+PNN9/E2rVrceDAAYSEhGDkyJGora314cp9w8qVK7FmzRq8/fbb0Ol0WLlyJV5++WW89dZb3D4t+XpVVVWhV69eWL16tej9Uq7N/fffj2PHjmHbtm344YcfsHv3bjz88MNN9RSaFGfXq7q6GkeOHMGiRYtw5MgRbNmyBSdOnMDtt98u2K9RrxdDNJgBAwYws2fP5m4bjUYmKSmJWbFihQ9X5Z8UFxczAJhff/2VYRiGKS0tZVQqFfPVV19x++h0OgYAs2/fPl8t06dUVFQwaWlpzLZt25ihQ4cy8+bNYxiGrpUtTz31FDNkyBCH95tMJiYhIYH573//y20rLS1lNBoN88UXXzTFEv2KsWPHMjNmzBBsu+uuu5j777+fYRi6XnwAMN988w13W8q1OX78OAOA+eOPP7h9/ve//zEymYy5ePFik63dF9heLzEOHjzIAGDOnz/PMEzjXy+K3DQQvV6Pw4cPY/jw4dw2uVyO4cOHY9++fT5cmX9SVlYGAIiOjgYAHD58GPX19YLr16VLF7Rt27bFXr/Zs2dj7NixgmsC0LWy5bvvvkP//v3xj3/8A3FxcejTpw/ef/997v7c3FwUFhYKrldERAQGDhzYIq/XoEGDsH37dpw8eRIA8Oeff2LPnj0YPXo0ALpezpBybfbt24fIyEj079+f22f48OGQy+U4cOBAk6/Z3ygrK4NMJkNkZCSAxr9eLW5wpre5cuUKjEYj4uPjBdvj4+ORk5Pjo1X5JyaTCfPnz8fgwYORnp4OACgsLIRareZ+4Vni4+NRWFjog1X6lo0bN+LIkSP4448/7O6jayXk7NmzWLNmDRYsWID//Oc/+OOPPzB37lyo1WpMnTqVuyZif5st8Xo9/fTTKC8vR5cuXaBQKGA0GvHiiy/i/vvvBwC6Xk6Qcm0KCwsRFxcnuF+pVCI6OrrFX7/a2lo89dRTmDhxIjc4s7GvF4kbosmYPXs2srOzsWfPHl8vxS/Jz8/HvHnzsG3bNmi1Wl8vx+8xmUzo378/li9fDgDo06cPsrOzsXbtWkydOtXHq/M/vvzyS3z22Wf4/PPP0b17d2RlZWH+/PlISkqi60U0GvX19bj33nvBMAzWrFnTZI9LaakGEhsbC4VCYVexUlRUhISEBB+tyv+YM2cOfvjhB+zcuRNt2rThtickJECv16O0tFSwf0u8focPH0ZxcTH69u0LpVIJpVKJX3/9FW+++SaUSiXi4+PpWvFITExEt27dBNu6du2KvLw8AOCuCf1tmnniiSfw9NNP47777kOPHj3wwAMP4LHHHsOKFSsA0PVyhpRrk5CQYFdEYjAYcPXq1RZ7/Vhhc/78eWzbto2L2gCNf71I3DQQtVqNfv36Yfv27dw2k8mE7du3IyMjw4cr8w8YhsGcOXPwzTffYMeOHUhNTRXc369fP6hUKsH1O3HiBPLy8lrc9bvlllvw999/Iysri/vp378/7r//fu7/dK2sDB482K6twMmTJ9GuXTsAQGpqKhISEgTXq7y8HAcOHGiR16u6uhpyufAtX6FQwGQyAaDr5Qwp1yYjIwOlpaU4fPgwt8+OHTtgMpkwcODAJl+zr2GFzalTp/DLL78gJiZGcH+jX68GW5IJZuPGjYxGo2HWr1/PHD9+nHn44YeZyMhIprCw0NdL8zmzZs1iIiIimF27djEFBQXcT3V1NbfPo48+yrRt25bZsWMHc+jQISYjI4PJyMjw4ar9B361FMPQteJz8OBBRqlUMi+++CJz6tQp5rPPPmOCg4OZDRs2cPu89NJLTGRkJPPtt98yf/31F3PHHXcwqampTE1NjQ9X7humTp3KtG7dmvnhhx+Y3NxcZsuWLUxsbCzz5JNPcvu05OtVUVHBHD16lDl69CgDgHnttdeYo0ePctU9Uq7NqFGjmD59+jAHDhxg9uzZw6SlpTETJ0701VNqVJxdL71ez9x+++1MmzZtmKysLMF7f11dHXeOxrxeJG68xFtvvcW0bduWUavVzIABA5j9+/f7ekl+AQDRn3Xr1nH71NTUMP/85z+ZqKgoJjg4mLnzzjuZgoIC3y3aj7AVN3SthHz//fdMeno6o9FomC5dujDvvfee4H6TycQsWrSIiY+PZzQaDXPLLbcwJ06c8NFqfUt5eTkzb948pm3btoxWq2Xat2/PPPPMM4IPm5Z8vXbu3Cn6XjV16lSGYaRdm5KSEmbixIlMaGgoEx4ezkyfPp2pqKjwwbNpfJxdr9zcXIfv/Tt37uTO0ZjXS8YwvPaUBEEQBEEQAQ55bgiCIAiCaFaQuCEIgiAIollB4oYgCIIgiGYFiRuCIAiCIJoVJG4IgiAIgmhWkLghCIIgCKJZQeKGIAiCIIhmBYkbgiDcZsmSJejdu3eDznHu3DnIZDJkZWV5ZU2OGDZsGObPn9+oj0EQhH9B4oYgmiH5+fmYMWMGkpKSoFar0a5dO8ybNw8lJSVun0smk2Hr1q2CbY8//rhgzo4nJCcno6CgAOnp6Q06D8uuXbsgk8nsBotu2bIFy5Yt88pjeEJTiTiCIKyQuCGIZsbZs2fRv39/nDp1Cl988QVOnz6NtWvXcsNcr1692uDHCA0NtRuE5y4KhQIJCQlQKpUNXo8zoqOjERYW1qiPQRCEf0HihiCaGbNnz4Zarcb//d//YejQoWjbti1Gjx6NX375BRcvXsQzzzzD7ZuSkoJly5Zh4sSJCAkJQevWrbF69WrB/QBw5513QiaTcbdt01LTpk3D+PHjsXz5csTHxyMyMhLPP/88DAYDnnjiCURHR6NNmzZYt24dd4xtRGPatGmQyWR2P7t27QIAfPrpp+jfvz/CwsKQkJCASZMmobi4mDvXTTfdBACIioqCTCbDtGnTANinpa5du4YpU6YgKioKwcHBGD16NE6dOsXdv379ekRGRuLnn39G165dERoailGjRqGgoMDhNb927Rruv/9+tGrVCkFBQUhLS+Oea2pqKgCgT58+kMlkGDZsGHfcBx98gK5du0Kr1aJLly5455137K7Pxo0bMWjQIGi1WqSnp+PXX3+V9LgE0aLxyoQqgiD8gpKSEkYmkzHLly8XvX/mzJlMVFQUYzKZGIZhmHbt2jFhYWHMihUrmBMnTjBvvvkmo1AomP/7v/9jGIZhiouLuUGnBQUFTHFxMcMwDLN48WKmV69e3HmnTp3KhIWFMbNnz2ZycnKYDz/8kAHAjBw5knnxxReZkydPMsuWLWNUKhWTn5/PMAzDDdc7evQowzAMU1paKpgePG/ePCYuLo4bDPrhhx8yP/30E3PmzBlm3759TEZGBjN69GiGYRjGYDAwX3/9NQOAOXHiBFNQUMCUlpYyDGM/fPT2229nunbtyuzevZvJyspiRo4cyXTs2JHR6/UMwzDMunXrGJVKxQwfPpz5448/mMOHDzNdu3ZlJk2a5PC6z549m+nduzfzxx9/MLm5ucy2bduY7777jmEY8/RyAMwvv/zCFBQUMCUlJQzDMMyGDRuYxMRE5uuvv2bOnj3LfP3110x0dDSzfv16wfVp06YNs3nzZub48ePMQw89xISFhTFXrlxx+bgE0ZIhcUMQzYj9+/czAJhvvvlG9P7XXnuNAcAUFRUxDGMWN6NGjRLsM2HCBE40MAwjej4xcdOuXTvGaDRy2zp37szccMMN3G2DwcCEhIQwX/x/e3cXEsUahwH8mdTVDU10XRddNW1dclfMRCE2KZGIrci2K7uKSO1DkOgbuwmkDaYoi9LACvQiS5IIwkJYvAj8ClfsQlmLDC0oIWVvErPM91xIc5yj68cpD4fZ5wdz8X7svv9hQB/eGZ1Hj4QQ88PNXE+ePBERERGivb094Ln29PQIAMpbhH+9pdjv96vmzQ03b9++FQBER0eHMj42Nib0er14/PixEGI23AAQ7969U+bU1tYKk8kUsJaioiJx+PDhBccCnafFYhEPHz5U9V26dEk4HA7V52RZVsZ//PghkpKSxJUrV5ZclyiY8bYUkQYJIZY91+FwzGv7fL4Vr5mZmYk1a/7+kWIymZCVlaW0Q0JCYDAYlFtJgfT19eHgwYOoqalBfn6+0t/b24uioiKkpKQgKioKBQUFAIAPHz4su0afz4fQ0FBs2bJF6TMYDNi4caPqnNeuXQuLxaK0ExISFq27vLwcTU1N2Lx5M86fP4/Ozs5F65iYmMDQ0BBKS0sRGRmpHG63G0NDQ6q5c69PaGgo8vLylFpXui5RsGC4IdKQ9PR0SJIUMJz4fD7ExMTAaDT+8bXDwsJUbUmSFuybmZkJ+B2jo6PYt28fysrKUFpaqvRPTEzA6XRi3bp1aGxsRE9PD54+fQoA+P79+x88i1kL1b1YYNy9ezdGRkZw6tQpfPr0CTt27MDZs2cDzv/69SsA4N69e3j9+rVy9Pf3o7u7e9l1rnRdomDBcEOkIQaDATt37sSdO3cwOTmpGhsdHUVjYyMOHDgASZKU/n/+Mu3u7obNZlPaYWFh+Pnz5+oWDuDbt29wuVzIyMhAdXW1amxwcBDj4+OQZRnbtm1DRkbGvJ0UnU4HAIvWarPZMD09jVevXil94+PjePPmDex2+2/VbzQacejQITx48AA3b97E3bt3A9ZlMpmQmJiI9+/fIz09XXX8egD5l7nXZ3p6Gr29varrE2hdomC2un+DSUT/uZqaGmzduhVOpxNutxtpaWkYGBjAuXPnYDabcfnyZdX8jo4OXL16Ffv374fH40FzczOeP3+ujKempqKtrQ35+fkIDw9HTEzMqtR97NgxfPz4EW1tbfjy5YvSHxsbi5SUFOh0Oty+fRvHjx9Hf3//vP9ds379ekiShJaWFuzZswd6vR6RkZGqOVarFS6XC0eOHEFdXR2ioqJQWVkJs9kMl8v1r2u/ePEicnNzkZmZiampKbS0tCgBJD4+Hnq9Hq2trUhKSkJERASio6NRVVWFEydOIDo6Grt27cLU1BS8Xi/8fj9Onz6tfHdtbS2sVitsNhtu3LgBv9+PkpKSJdclCmbcuSHSGKvVCq/Xiw0bNqC4uBgWiwVHjx5FYWEhurq6EBsbq5p/5swZeL1e5OTkwO12o7q6Gk6nUxm/fv06PB4PkpOTkZOTs2p1v3z5Ep8/f4bdbkdCQoJydHZ2wmg0oqGhAc3NzbDb7ZBlGdeuXVN93mw2o6qqCpWVlTCZTKioqFhwnfr6euTm5mLv3r1wOBwQQuDFixfzbkWthE6nw4ULF7Bp0yZs374dISEhaGpqAjD7nMytW7dQV1eHxMREJUSVlZXh/v37qK+vR1ZWFgoKCtDQ0DBv50aWZciyjOzsbLS3t+PZs2eIi4tbcl2iYCaJlTx5SESakpqaipMnT/L1BP9Dw8PDSEtLQ19f32+/6oIo2HDnhoiIiDSF4YaIiIg0hbeliIiISFO4c0NERESawnBDREREmsJwQ0RERJrCcENERESawnBDREREmsJwQ0RERJrCcENERESawnBDREREmsJwQ0RERJryF87XMlEEtYOpAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(df['fx'],marker='o', label=\"F(x) Branin\")\n", "plt.axvspan(0, training_size, color='yellow', alpha=0.3)\n", "min_idx = df['fx'].idxmin()\n", "min_val = df['fx'].min()\n", "plt.scatter(min_idx, min_val, color='red', s=5, zorder=5)\n", "plt.annotate(\n", " f\"Min = {min_val:.2f}\\nIter = {min_idx}\",\n", " xy=(min_idx, min_val),\n", " xytext=(min_idx + 1.5, min_val + 1.2),\n", " arrowprops=dict(facecolor='black', arrowstyle='->'),\n", ")\n", "plt.legend(loc='upper left')\n", "plt.xlabel('Optimization steps')\n", "plt.ylabel('F(x) Branin')\n", "plt.ylim(0.30,2)\n", "plt.title('Trajectories of Objectives')" ] }, { "cell_type": "code", "execution_count": 49, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Optimization path')" ] }, "execution_count": 49, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "x1 = np.linspace(-5, 10, 100)\n", "x2 = np.linspace(0, 15, 100)\n", "X1, X2 = np.meshgrid(x1, x2)\n", "Z = branin([X1, X2])\n", "plt.figure(figsize=(10, 8))\n", "plt.contour(X1, X2, Z, levels=50, cmap='magma_r')\n", "plt.colorbar(label='Fx Branin')\n", "\n", "plt.plot(df['f1'][training_size:], df['f2'][training_size:], 'o-', color='red', markersize=6, label='Optimization Path')\n", "plt.plot(df['f1'][:training_size], df['f2'][:training_size], 'o', color='blue', markersize=6, label='training Points')\n", "\n", "min_idx = df['fx'].idxmin()\n", "min_val = df['fx'].min()\n", "min_f1 = df.loc[min_idx, 'f1']\n", "min_f2 = df.loc[min_idx, 'f2']\n", "\n", "# Highlight minimum point\n", "plt.scatter(min_f1, min_f2, color='green', s=10, zorder=5, label='Minimum fx')\n", "\n", "# Annotate with value and iteration\n", "plt.annotate(\n", " f\"Min fx = {min_val:.2f}\\nIter = {min_idx} \\n [f1 {min_f1}, f2 {min_f2}]\",\n", " xy=(min_f1, min_f2),\n", " xytext=(min_f1 - 2.2, min_f2 + 2.2), # offset for visibility\n", " arrowprops=dict(facecolor='black', arrowstyle='->'),\n", ")\n", "\n", "plt.xlabel('F1')\n", "plt.ylabel('F2')\n", "\n", "plt.legend()\n", "plt.title('Optimization path')" ] } ], "metadata": { "kernelspec": { "display_name": "venv", "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": "3.8.10" } }, "nbformat": 4, "nbformat_minor": 2 }