{ "cells": [ { "cell_type": "markdown", "id": "0c49e4aa", "metadata": {}, "source": [ "\n", "*This notebook contains material from [CBE60499](https://ndcbe.github.io/CBE60499);\n", "content is available [on Github](git@github.com:ndcbe/CBE60499.git).*\n" ] }, { "cell_type": "markdown", "id": "2049b87f", "metadata": {}, "source": [ "\n", "< [2.8 Parameter estimation with `parmest`](https://ndcbe.github.io/CBE60499/02.08-Parmest-tutorial.html) | [Contents](toc.html) | [Tag Index](tag_index.html) | [2.10 Pyomo Homework 1](https://ndcbe.github.io/CBE60499/02.10-Pyomo1.html) >

\"Open

\"Download\"" ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 1, "link": "[2.9 Supplementary material: data for parmest tutorial](https://ndcbe.github.io/CBE60499/02.09-Parmest-generate-data.html#2.9-Supplementary-material:-data-for-parmest-tutorial)", "section": "2.9 Supplementary material: data for parmest tutorial" } }, "source": [ "# 2.9 Supplementary material: data for parmest tutorial\n", "\n", "Created by [Kanishka Ghosh](https://github.com/kanishka-ghosh), [Jialu Wang](https://github.com/jialuw96), and [Prof. Alex Dowling](https://github.com/adowling2/) at the University of Notre Dame." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "nbpages": { "level": 1, "link": "[2.9 Supplementary material: data for parmest tutorial](https://ndcbe.github.io/CBE60499/02.09-Parmest-generate-data.html#2.9-Supplementary-material:-data-for-parmest-tutorial)", "section": "2.9 Supplementary material: data for parmest tutorial" } }, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import pandas as pd\n", "from pyomo.environ import *\n", "\n", "# Define the directory to save/read the data files\n", "data_dir = './data/parmest_tutorial/'" ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 1, "link": "[2.9 Supplementary material: data for parmest tutorial](https://ndcbe.github.io/CBE60499/02.09-Parmest-generate-data.html#2.9-Supplementary-material:-data-for-parmest-tutorial)", "section": "2.9 Supplementary material: data for parmest tutorial" } }, "source": [ "The **purpose of this notebook** is to generate data files used for the parmest tutorial." ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 2, "link": "[2.9.1 Reaction Kinetics Example](https://ndcbe.github.io/CBE60499/02.09-Parmest-generate-data.html#2.9.1-Reaction-Kinetics-Example)", "section": "2.9.1 Reaction Kinetics Example" } }, "source": [ "## 2.9.1 Reaction Kinetics Example" ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 2, "link": "[2.9.1 Reaction Kinetics Example](https://ndcbe.github.io/CBE60499/02.09-Parmest-generate-data.html#2.9.1-Reaction-Kinetics-Example)", "section": "2.9.1 Reaction Kinetics Example" } }, "source": [ "The following code calculates the concentrations $C_A$, $C_B$, and $C_C$ as a function of time for experimental conditions $T$ and $C_{A0}$ given model parameters $A_1$, $A_2$, $E_1$, and $E_2$. See the parmest tutorial notebook for a full description of the mathematical model." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "nbpages": { "level": 2, "link": "[2.9.1 Reaction Kinetics Example](https://ndcbe.github.io/CBE60499/02.09-Parmest-generate-data.html#2.9.1-Reaction-Kinetics-Example)", "section": "2.9.1 Reaction Kinetics Example" } }, "outputs": [], "source": [ "def kinetics(A, E, T):\n", " ''' Computes kinetics from Arrhenius equation\n", " \n", " Arguments:\n", " A: pre-exponential factor, [1 / hr]\n", " E: activation energy, [kJ / mol]\n", " T: temperature, [K]\n", " \n", " Returns:\n", " k: reaction rate coefficient, [1 / hr]\n", " \n", " '''\n", " R = 8.31446261815324 # J / K / mole\n", " \n", " return A * np.exp(-E*1000/(R*T))\n", "\n", "def concentrations(t,k,CA0):\n", " '''\n", " Returns concentrations at time t\n", " \n", " Arguments:\n", " t: time, [hr]\n", " k: reaction rate coefficient, [1 / hr]\n", " CA0: initial concentration of A, [mol / L]\n", " \n", " Returns:\n", " CA, CB, CC: concentrations of A, B, and C at time t, [mol / L]\n", " '''\n", " CA = CA0 * np.exp(-k[0]*t);\n", " CB = k[0]*CA0/(k[1]-k[0]) * (np.exp(-k[0]*t) - np.exp(-k[1]*t));\n", " CC = CA0 - CA - CB;\n", " \n", " return CA, CB, CC" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "nbpages": { "level": 2, "link": "[2.9.1 Reaction Kinetics Example](https://ndcbe.github.io/CBE60499/02.09-Parmest-generate-data.html#2.9.1-Reaction-Kinetics-Example)", "section": "2.9.1 Reaction Kinetics Example" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "CA0 = 1 # Moles/L\n", "k = [3, 0.7] # 1/hr\n", "\n", "t = np.linspace(0,1,51)\n", "CA, CB, CC = concentrations(t,k,CA0)\n", "plt.plot(t, CA, label=\"$C_{A}$\",linestyle=\"-\",color=\"blue\")\n", "plt.plot(t, CB, label=\"$C_{B}$\",linestyle=\"-.\",color=\"green\")\n", "plt.plot(t, CC, label=\"$C_{C}$\",linestyle=\"--\",color=\"red\")\n", "plt.xlabel(\"Time [hours]\")\n", "plt.ylabel(\"Concentration [mol/L]\")\n", "plt.title(\"Batch Reactor Model\")\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 3, "link": "[2.9.1.1 Simulating experimental data](https://ndcbe.github.io/CBE60499/02.09-Parmest-generate-data.html#2.9.1.1-Simulating-experimental-data)", "section": "2.9.1.1 Simulating experimental data" } }, "source": [ "### 2.9.1.1 Simulating experimental data\n", "\n", "We start by *simulating* experiments in the batch reactor. Here is the experimental procedure:\n", "1. Specify the reaction temperature\n", "2. Load the reactor with species $A$ concentration of $C_{A0}$ mol/L at time $t=0$.\n", "3. Measure the concentrations $C_A$, $C_B$, and $C_C$ at times 0.0, 0.125, 0.25, 0.375, 0.5, 0.625, 0.75, 0.875, and 1.0 hours. These experiments are subject to measurement uncertainty.\n", "\n", "Below is Python code to generate data for these simulated experiments." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "nbpages": { "level": 3, "link": "[2.9.1.1 Simulating experimental data](https://ndcbe.github.io/CBE60499/02.09-Parmest-generate-data.html#2.9.1.1-Simulating-experimental-data)", "section": "2.9.1.1 Simulating experimental data" } }, "outputs": [], "source": [ "## General setup\n", "\n", "# declare \"true\" model parameters\n", "A = np.array([200, 400]) # 1/hr\n", "E = np.array([10, 15]) # KJ/mol\n", "\n", "# declare time for parameter estimation\n", "t_est = np.array([0.0, 0.125, 0.25, 0.375,0.5,0.625, 0.75, 0.875, 1.0])\n", "n = len(t_est)\n", "\n", "# declare measurement uncertainty\n", "stdev_m_error = 0.1\n", "\n", "# define function to plot\n", "def plot_exp(k, CA0, data, text):\n", " ''' \n", " Plot concentration profiles\n", " Arguments:\n", " k: kinetic parameters\n", " CA0: initial concentration\n", " data: Pandas data frame\n", " text: plot title\n", " \n", " '''\n", " # evaluate models\n", " t = np.linspace(0,1,51)\n", " CA, CB, CC = concentrations(t,k,CA0)\n", " \n", " # plot model-generated and 'experimental' data\n", " # symbols for 'experimental' data\n", " # solid and dashed lines for model-generated data\n", " plt.plot(t, CA,label=\"$C_{A}$\",linestyle=\"-\",color=\"blue\")\n", " plt.plot(data.time, data.CA, marker='o',linestyle=\"\",color=\"blue\",label=str())\n", " plt.plot(t, CB, label=\"$C_{B}$\",linestyle=\"-.\",color=\"green\")\n", " plt.plot(data.time, data.CB, marker='s',linestyle=\"\",color=\"green\",label=str())\n", " plt.plot(t, CC, label=\"$C_{C}$\",linestyle=\"--\",color=\"red\")\n", " plt.plot(data.time, data.CC, marker='^',linestyle=\"\",color=\"red\",label=str())\n", " plt.xlabel(\"Time [hours]\")\n", " plt.ylabel(\"Concentration [mol/L]\")\n", " plt.title(text)\n", " plt.legend()\n", " plt.show()\n", "\n", "# define function to accept set of T and C_A0 values as input and generate true parameters and data with noise\n", "def gen_data(T_vals,CA0_vals,t_est,std_error,n):\n", " '''\n", " function to accept set of T and C_A0 values as input and generate and store data with noise to csv files\n", " Arguments:\n", " T_vals: list of temperature, K\n", " CA0_vals: list of inlet concentrations of A, mol/L\n", " t_est: time steps for experiment, hrs\n", " std_error: uncertainty added to data\n", " n: number of data points = length of t_est\n", " Return:\n", " filename_list: list of filenames\n", " '''\n", " filename_list = []\n", " # experiment number counter\n", " counter = 0\n", " for T in T_vals:\n", " for CA0 in CA0_vals:\n", " counter += 1\n", " # define \"true\" kinetic parameters at this temperature\n", " k = kinetics(A, E, T)\n", "\n", " # evaluate model to generate data\n", " CA_exp, CB_exp, CC_exp = concentrations(t_est,k,CA0)\n", "\n", " # add measurement error\n", " # Note: adding random errors to concentration can result in negative concentrations\n", " # To ensure the data seems realistic, we need to ignore negative concentration data points\n", " \n", " CA_exp += np.random.normal(0, std_error, n)\n", " CB_exp += np.random.normal(0, std_error, n)\n", " CC_exp += np.random.normal(0, std_error, n)\n", " \n", " for i,CA_exp_i in enumerate(CA_exp):\n", " if CA_exp[i] < 0.0:\n", " CA_exp[i] = 0.0\n", " if CB_exp[i] < 0.0:\n", " CB_exp[i] = 0.0\n", " if CC_exp[i] < 0.0:\n", " CC_exp[i] = 0.0\n", "\n", " # store dictionary of 'experimental' data in Pandas dataframe\n", " data = pd.DataFrame({\"time\":t_est,\"T\":T,\"CA0\":CA0,\"CA\":CA_exp,\"CB\":CB_exp,\"CC\":CC_exp})\n", " # generate filename to store data in\n", " file_name = data_dir + '20210609_data_exp{}.csv'.format(counter)\n", " # store data in csv file segregated by 'experiment' number\n", " data.to_csv(file_name)\n", " # adding file name to list of file names to be used later to read-in data from the csv files\n", " filename_list.append(file_name)\n", " # plot model-generated and 'experimental' data\n", " # symbols for 'experimental' data\n", " # solid and dashed lines for model-generated data\n", " plot_exp(k, CA0, data, \"Experiment {}: T = {} K and $C_{}$ = {} mol/L\".format(counter,T,'A0',CA0))\n", " return filename_list" ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 3, "link": "[2.9.1.2 Simulate data for multiple experiments](https://ndcbe.github.io/CBE60499/02.09-Parmest-generate-data.html#2.9.1.2-Simulate-data-for-multiple-experiments)", "section": "2.9.1.2 Simulate data for multiple experiments" } }, "source": [ "### 2.9.1.2 Simulate data for multiple experiments\n", "\n", "Here, we define lists of temperatures and initial concentrations of A to be used to simulate multiple experimental datasets" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "nbpages": { "level": 3, "link": "[2.9.1.2 Simulate data for multiple experiments](https://ndcbe.github.io/CBE60499/02.09-Parmest-generate-data.html#2.9.1.2-Simulate-data-for-multiple-experiments)", "section": "2.9.1.2 Simulate data for multiple experiments" }, "scrolled": true }, "outputs": [ { "data": { "image/png": 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YIU9A9xGo6lxVbaCq9VT1CU/eJFWd5Hk/QVWbqOo5qtpeVRcGQo6pU6F2bYiIcK9TpzqT0KJF0KgR9O4Nr70WiJoNwzBCn0Lva2jqVBgyBLZsAVX3OmSIy4+LgwUL4JJLXN6oUZCSEmyJDcMw8pdCrwj+/W9ISDgzLyHB5YMzD82aBUOHwlNPwcCBkMFeDsMwjEJLofc1tHVr9vlRUTBxItSrB/ffD9u2waefQmxs/shoGIYRTAr9iKBmTd/yRWDkSPjwQ1i5Ejp0gD/+CLx8hmEYwabQK4InnoD0brxLlHD5GdGvX9ry0g4d4NtvAy+jYRhGMCn0imDQIHj1VahVy/X6a9Vyx4MGZX5N+/aweDFUqgTdusHrr+efvIZhGPlNoVcE4Br9zZvdiqDNm7NWAqnUreuWl154Idx6qzMbJScHWlLDMAyHhaoMEcqWdT6J7rwTxo2DPn2cycgwDCOQWKjKECMqCv73P2jcGEaMgPPOc55Ma9cOtmSGYQScLl3+nnfNNTBsmFuH3rPn38/feKNL+/a5SUdvFizItspghKq0EYGP3HGHc1IXH+9cVPzwQ7AlMgyjMBKMUJU2IsgBF18MS5a4mAYXXeRGCrffHmypDMMIGFn14EuUyPp8xYo+jQDSk1WoyunTp/Pjjz+SkpJCTEwMTz31VI7vnxGmCHJIgwZOGVx7rduNvGoVvPACFCkSbMkMwygMZBaqctGiRSxZsoQXX3wRgMTERL/VmaVpSETK+5DK+k2aAkLZsm6eYNQomDQJunYFT1Q5wzCMPJFZqMo333yTu++++69yRfzY+8xuRLDDkzKKNpZKJJDJ/t3CS2QkPPkknHMO3HwztG4NM2dCq1bBlswwjIKMd6jK5ORkkpKSuO666zh58iRRUWlNdnJyMpGRkX6pMztF8KuqtsyqgIis9IskBZQBA6BhQ+jbFzp1cpvV0kWYMwzDyBEZhapcu3Yt9913H7GxsRw9epTnn3+esmXL+qW+7BRBBx/u4UuZQk3LlrBsmVtVdv31bg7hueds3sAwDP/RpEkT3n///YDcO8s5AlU9mdk5EdmaXZlwIjYWvvwS7rsPXnrJ7UjesSP76wzDMIJNXvYRZDVvEJZERcGzz8IHH8Dq1XDuuea0zjCM0CcviiDgsYULKldfDT/95FYXde0Kzz/voqMZhmGEIlnOEYjIvZmdAkr6X5zCQ+PGThnceCPce69zYDd5MpQuHWzJDMPIClVFpOAaPDQXvc7sRgSlMkklgRdyXFuYUbo0fPwxPP00fPKJW2K6enWwpTIMIzOKFSvG/v37c9WYhgKqyv79+ylWrFiOrstu1dCfwHxV3Z9rycIcERf+sn17t9S0fXuYMMHtPSjAnQ7DKJRUr16d+Ph49u7dG2xRck2xYsX+clbnK9kpgprAhyISDfwfMA/4SQuqugwi55/vQmAOGuTiG3z3nYuTHBMTbMkMw0glOjqaOnXqBFuMfCe75aNjVfUioCewGrgZWCEi74nI9SISlx9CFhYqVXIeTEePhnfecV5M160LtlSGYYQ7Pq0aUtWjqjpDVW/37DR+HIgF3g6odIWQyEh45BH44gvYuxfatIEpU2xVkWEYwSM7p3PnZpSAYsA3qto9m+svFZHfRWS9iIzKolwbEUkWkX6ZlSlsXHyx81zarh3ccoszGVn0M8MwgkF2cwTjsjinwEWZnRSRSOAloBsQDywVkVmqui6Dck8B832SuBBRtarbjfzkk26U8NNPMG2aW11kGIaRX2Q3R3BhFilTJeChLbBeVTeqaiIwDeiTQbkRwMfAnlw9QQEnMhL+8x+3AzkxETp2dH6KUlKCLVloMnWqCxMaEeFep04NtkSGUfDxaY5ARKJF5B8i8pEn3elZSZQV1YBtXsfxnjzv+1YDrgAmZVP/EBFZJiLLCvKyrqzo1MmZinr1cv6KLrvMYhykZ+pUGDIEtmxxcypbtrhjUwaGkTd8dTHxMtAKmOhJrTx5WZHRKvn0U6LjgQdVNTmrG6nqq6raWlVbx8bG+iZxAaR8ebfxbMIE+OYbaNYMPvss2FKFDv/+t4sX7k1Cgss3DCP3+KoI2qjqDar6tSfdBLTJ5pp4oIbXcXVckBtvWgPTRGQz0A+YKCJ9fZSpUCICw4c7t9ZVqriRwZ13QgaR68KOrVtzlm8Yhm/4qgiSRaRe6oGI1AWy7MUDS4H6IlJHRIoAA4BZ3gVUtY6q1lbV2sBHwDBVnemr8IWZJk3c5PG99zq31q1aOdNROFMzkzh4meUbhuEbviqC+4FvRGSBiHwLfA3cl9UFqpoE3IlbDfQr8IGqrhWRoSIyNC9ChwtFi8K4cW7PwaFDbqnps89CcnYquJDyxBNQosSZeSVKuHzDMHKP+OotQkSKAg1xtv/fVPVUIAXLjNatW+uyZcuCUXVQ2bcPbrvNxUXu3Bneesutmgk3pk51cwJbt7qRwBNPuD0YhmFkjYgsV9UMF6f7pAg8a/17AbXx2nugqs/5SUafCVdFAG6lzFtvwT/+4Y7Hj4ebbjLndYZhZE9WisBX09Bs4EagAme6ozbyEREX3+Dnn92cwS23QN++tszUMIy8kd3O4lSqq2rzgEpi+EytWvB//wcvvgijRkHTpvDKK3DllcGWzDCMgoivI4J5InJJQCUxckREBNx9N6xY4WzlV10F117r5hIMwzBygq8jgsXADBGJAE7jJoxVVS3wYpBp3BgWL4axY+Gxx9xIYdIkuOKK3N+z8rOV2X387/amuJg4do3clQdpDcMIRXxVBOOADsDPFpQm9IiOhocegj593BzClVe6aGj/+x9UrJjz+2WkBLLKNwwjcORHx8xX09CfwC+mBEKb5s1hyRJ49FEXK7lJE+eywjCMgkt+dMx8VQQ7gQUi8k8RuTc1+U0Kw2+kjg6WLYNq1dzcQb9+sMssOoZhZIKvimATLmZxEWz5aIEgdXTw5JMwZw6cfbZFQjMMI2N8miNQ1TGBFsTwP9HRbnnpFVe4Xcm33ALvvQevvgp16wZbOsMwQoXsQlWOzu4GvpQxgkvDhrBgAbz8snNk17Sp82GUlJRx+biYuBzlG4ZRsMluRHCriGQVSVdwXkVH+00iIyBERMDQoc6t9bBhMHKk89vzyivQJp1DcVsiahihQ1xMXKarhvxFdorgNbKfC3jNT7IY+UD16vDpp2410YgRzqPpnXfC449DadsVYhghR350zHz2PhoqhLPTOX9z+LCLl/zSSy4Izv/+5+YTzImdYRQ+/OF0zggAwQ7EXqaMa/wXL4bYWLfUtHdv2LQpf+UwDCO4mCIIEqEUiL1tW7fvYNw4Fyu5cWNnKjoVlIgThhHenDh9gu1HtrPx4Ma/8j5e9zEzf5sZsDrNNBQkatd2jX96atWCzZvzW5o0tm1z4TE/+gjOOgsmTIDu3YMnj2EUBrYf2c7+E/tpHuecOE9ZOYXVu1az78Q+9iWcmRJOJwDQOLYxa4etBaDTlE4UiSzC1zd8nWsZ/BGYJha4jb8Hprk511LlksKiCCIiMt7cJQIpKfkvT3q++MJNIv/5pzMZPfecxQY2jFQSkxPZdWwXO4/uZOexnX+97j62m13Hd7H72G4OnzrMumHrEBGun3E932/9nk13Obvrpe9eyqL4RcSWiKViiYpnpArFK1ChRAWqlapGrwa9ANiXsI/iUcWJKRKTa5n9oQgWAt8Dy/EKWq+qH+daqlxSWBRBqI4IvDl1ysVIfuIJp6D+/W83WihWLNiSGUbgOHzyMNuObGPb4W1cUPsCSkSXYOZvM5m8YjKfDviUyIhIhs4ZyivLXznjOkGoFFOJuJJxVC5ZmbiYOF7v/TrRkdEs37GcQycP0bVuVwCSU5KJjIjM1+fKShH46n20hKo+6EeZwp4nnnBzAgkJaXmhFoi9aFHX+A8aBPfc496//jo8/zxcfrmtLjIKLpsPbeb7Ld+z5fAWth7eyrYj29zr4W0cTTz6V7k1Q9fQLK4ZR04dYcfRHRw5dYRyxcsxsOlAWlVpRZVSVahaqipVSlYhNiaWqIiMm9RWVVudcZzfSiA7fB0RPA4sVNW5gRcpawrLiAAKXiD2L7+Eu+6CX3+FSy5xMZPPPjvYUhlGGqrKrmO72HRoExsPbqR99facVf4sftz6I4M+GcRH13xE66qteXPVm9z06U0AVIqpRI3SNahRpgY1StegZpma1Chdg+qlq9OySktKRJcI8lP5B3+MCO4C/iUiibjANGCBafLMoEGh3fCnp1s3WL0aJk6ERx5xju1GjICHH4ayZYMtnZGewhxg6HjicRZuW8j6A+vZcHDDX68bDmzgRNKJv8q93Otlzip/FnEl4+hUsxPFopxds3fD3vw2/DdqlqlJ8ejiwXqMkMFWDRm5Ys+eNFNRhQowZowzdUX52rUwAo6Mydx2p4+E9v9eVdmbsJfE5ESql65OwukErv34Wq5pcg3XNruWP/f/SYMJDQAoFlWMeuXqcVb5s6hXrh51y9Wlbrm61ClXh9pla//V+Ic7/hgRICK9gc6ewwWqOscfwhkFk0qV4LXX4I473ATy8OFuh/K4cXDppcGWzigoJKcks/nQZtbuXctv+347Ix08eZDBzQfz9hVvUzyqODuP7eR44nEA6pSrw4IbFnBW+bOoUqoKEWJbovKCr3MEY4E2QOp2p4HAclUdFUDZMsRGBKGHKsycCfffDxs2OEUwbpzbmGYEj1AbEWw9vJX9CftpWaUlAF3f7sqibYvOMOVULlmZRhUb0ahCIxpVbES76u1oX719vstaGPHHiKAn0EJVUzw3fAtYCWSpCETkUuAFIBKYrKpj053vAzwGpABJwN2q+oOPMhkhgojzUdSrl9uA9uijbv7gtttg9GiIM+/VYcWhk4dYvWs1P+/5mV3HdvH4RY8DcNvs29iXsI/lQ5YDcE7cOZwTdw5NYpvQOLYxjSo2olzxcsEUPWzxdUSwBuiiqgc8x+Vx5qHmWVwTCfwBdAPigaXAQFVd51WmJHBcVVVEmgMfqGqjrGSxEUHos2+fmzOYNMktQX3gAWc+Klky2JKFF4EeEagqmw5tYvWu1azatYpVu1exetdqthxO2yBTKaYS8ffEEx0ZzZL4JURIBG2qtcnirkag8IfTuSeBlSLypmc0sBz4bzbXtAXWq+pGVU0EpgF9vAuo6jFN00QxQGjPYIUReXGIV7Gic2a3bp0zEz3yCNSv7yKjZRYMx/A//g4wtOvYLqb9Mo3E5EQAHvzqQeq9WI8rP7iSx79/nD/3/0nHGh0Z23Us8wbNY/u929l13y6iI6MBaFe9nSmBUEVVfUpAFaA3rjGv7EP5fjhzUOrxYGBCBuWuAH4DDgAdMrnXEGAZsKxmzZpqBJZ331UtUULVWf9dKlHC5eeGhQtVO3Z092nUSHXmTNWUFP/KbPiPlJQU3XRwk37wywd6/xf369o9a1VVddrP05TR6IodK1RVddG2RfrKslf0p/if9Hji8WCKbPgAsEwzaa+zNA2JSCNV/U1Ezs1EiazI4tqrge6qeqvneDDQVlVHZFK+M/Cwql6cqUCYaSg/CIT7C1UXEOfBB+GPP6B9exg7Fi64IC+SGv7g8MnDLNm+hMXxi1myfQlLty9lb8JeAIpEFuHtvm/Tv2l/Dp44yJbDW2gS2+SvXr5RcMjLZPG9uN74uAzOKXBRFtfGAzW8jqsDOzIrrKrfiUg9EamoqvuykcsIIFu35izfF0Sgb18XKvPNN90kcpcuzrPpf/8L52bY1TD8TYqmkHA6gZJFShJ/JJ7u73bn172/oiiC0Di2MZc1uIw2VdvQplobmlVqRtGoogCUK17OJnMLKb5OFhdT1ZPZ5aU7H4WbLO4KbMdNFl+rqmu9ypwFbFBV9Yw6ZgPVNQuhbEQQePLDId6JE27fwZNPwoED0L+/W23UoIF/7m84Ek4nsPPoTuqVr4eqUnN8Tfo07MOEnhNISkni6g+vplWVVnSo3oE21dpQuqg5Cyis+GP56EIgfZ8to7y/UNUkEbkTmI9bPjpFVdeKyFDP+UnAVcD1InIaOAH0z0oJGPlDfjjEK14cRo50S0yffdY5svvoI7j+enjoIahTx391hROHTh7ix60/8u2Wb/luy3cs37mcZpWaseL2FYgId7e7m4YVGwIQFRHFjP4zgiyxEQpkN0dQGagGvAtcC6SuRysNTNJslnoGAhsR5A/57RBv92546innxyg5GW65xdVfo0b214YzB04cYMHmBXy7+Vu+2/odq3etRlGiI6JpW60t59c8n861OtOjfo9gi2oEmVzHIxCRG4Abgda4VTupHAXeVNVP/CinT5giKNxs3+7mDF57zc0r3H47/POfUKVKsCULDY6eOsr3W7/n0rMuJUIi/vKLXzyqOB1qdKBzzc5cUPsC2lVrZ87UjDPwR2CaqzQIQWgywhRBeLBlCzz2mJtYjo52CuHBB0NTIQTSy2diciKL4xfToEIDKpeszDur3+H6mdez8vaVtKjcgl/2/MKhk4doW60tRSKL5Kkuo3CTZ0XguUkvoAnwlys/VX3ULxLmAFME4cX69c4s9c47TiEMGeIUQtWqwZYsDX/u4FVVft33K19u+JIvN37Jgs0LOH76OBN6TGB42+HsT9jP6t2r6Vijo3nVNHKEP0YEk4ASwIXAZNxmsZ9U9RZ/CuoLpgjCkw0bnMnorbecq+vbbnMKoXr1YEuWd0Vw5NQRvtr4FZ+v/5zP13/OtiPbAKhfvj7d6najW71uXFj7QsoUK+M3mY3wwx+KYI2qNvd6LQl8oqqX+FvY7DBFEN5s3JimECIi4MYbnUKoWzd4MuVUEagqB04coEKJCiSlJFHh6QocOXWEUkVKcXHdi+lxVg8uqXcJtcrWCqTYRpjhj+WjqfsFEkSkKrAfsAV+Rr5Tty5Mngz/+Y9bZTRliguOM3Cgm1QOVdfXp5NP/7Ub9+oPr2bToU0sH7KcqIgoxncfT73y9ehQvYPt2DWCgq9O52aLSFngGWAFsBl4P0AyGUa21K4NL78Mmza5OMqffAJNm0K/frAiU8cn+c+UlVPoM60PlZ6txJFTRwC4ttm1DGs9LNWPFje1vInOtTqbEjCCRramIRGJANqr6kLPcVGgmKoezgf5/oaZhoyM2LcPxo93Xk+PHHHxlR98EC66yC1DDSSZrRpKpWaZmlze4HL+0/k/VC5ZObDCGEYm+GOOYJGqdvC7ZLnAFIGRFYcPuzgIzz/vNqm1bu0UwhVXQGRkYOrcfWw3Ly19iY9//Zh1e124jRaVW9CnYR/6NurLOXHnIIHWRoaRDf5QBGOANbgJ4qC6gDBFYPjCyZPw9tvwzDNuCWr9+s6lxeDBzr1FXlBVlu1wv8E21dqw4+gOao2vRaeanbii0RX0btib2mVr5/0hDMOP+EMRHMUFjknCTRwLoKqa7x6qTBEYOSE5GWbMcBPLy5ZBbCwMHw7Dhrn3vqKqbD+6neqlq6Oq1H2xLk1imzDn2jmA8/FTtljZwDyEYfgBv2woCxVMERi5QRW+/RbGjYM5c6BYMefg7t57oWHDzK5Rft7zM9N/mc70tdM5fOowO+/bSVREFMt2LKNuubqUL14+fx/EMHJJnkNVisj/+ZJnGKGKiIt/MHu2C6E5eLDbi9CoEfTuDV9/7ZQFwMaDG3n8u8dpMrEJ50w6h7E/jqVOuTqM7TqW5JRkAFpXbW1KwCg0ZOd0rhhuR/E3QBfO9D46T1XPDrSA6bERgeEv9uxx3k5fegn2HTtI1e7vU6LdVNYnLgSgc63ODGgygKsaX0WlmEpBltYw8kZeNpTdDtwNVMUFrE9VBEeAl/wloGEEg9LlTzLs/iOMGlWJp97awuhdwyG+CSXWP8ktba9l1CU1Q8qnkWEECl8ni0eo6v/yQZ5ssRGB4Q9SNIW6L9TlwjoX8kafN1BV1u5Zx561jXnhBWH2bLfctF8/GDECOnQI/H4Ewwgk/vI+2hGojdcoQlXf9oeAOcEUgZEbdh7dyTtr3mFx/GI+vuZjRITJKyZTr1w9Lqxz4d/Kb9gAEybAG2+4vQktW8KddzpXFnldfmoYwcAfy0ffAeoBq4BkT7aq6j/8JaSvmCIwfCUpJYnP13/O5BWTmfPHHJI1mfNqnMfsgbN9DsJ+7JiL1jZhAvzyC5Qv76Kn3X471KsX4Acw8pVAxpUIBfyhCH4FGgd7MxmYIjCyZ+PBjUxZOYU3Vr3BjqM7iIuJ46YWN3Fzy5upX6F+ru6pCt9/7xTCJ5+4/Qndu8Mdd0CvXs41tlGw8WdciVDEH95HfwEqAzv9JpVh+JmdR3dyw8wb+HLjl0RIBD3r92Riz4n0rN8zzw7dRKBzZ5e2b3ceT199Ffr2dTERbrsNbr01tALmGIav+Op9tCKwTkTmi8is1BRIwQzDF7Yd3saCzQsAqFiiIkcTj/Jol0fZcvcWZg+cTZ9Gffzu1bNaNXj4Ydi82e1abtIEHnkEatZ0Po3mznUjBsMoKPhqGrogo3xV/dbvEmWDmYYMVf3LiVvPqT35Zc8vbL57MxHia7/G/2zY4EYIb77p9ifUqAE33+xSzZpBE8vIAeFsGvLpn+Np8DcD0Z73S3FxCQwj3zh66igTfppAs5ebse2wC+f4dLen+fbGb4OqBMBNHD/1FGzbBh9+CGefDY8+6uIm9Ozp5hUSE4MqomFkiq8uJm4DPgJe8WRVA2YGSCbDOIM/9//JXfPuotpz1RgxbwQlokuwN2EvAE0rNaVOudAJllekiNt7MH++GyX8+9+wejVcdZWbS7jvPrf6yAg94mLicpRfmPDVNLQKaAssUdWWnryfVbVZYMX7O2YaCg9Ula83fc1zi59j7p9ziY6I5pom1zCi7QjaVW8XbPFyRFISfPGFC6s5axacPg1t2zqzUf/+ULZssCU0woE8m4aAU6r618BWRKKAbDWIiFwqIr+LyHoRGZXB+UEissaTForIOT7KYxRi3vv5PVq+0pKL37mYZTuWMfqC0Wy9ZyvvXvlugVMC4JaW9uwJH33kVhw9/zycOAFDh0LlyjBgAMyb5xSGYQQDXxXBtyLyL6C4iHQDPgRmZ3WBiETi/BH1ABoDA0UkfWjxTcAFqtoceAx4NSfCG4WH1Hi+APPWzyNZk5nSewpb7t7CI10eKTQhHmNj4e67nblo6VK37PTLL52iqFED7r/fTEdG/uOraSgCuAW4BOd4bj4wOasNZiLSARitqt09x/8EUNUnMylfDvhFVatlJYuZhgofX274kr7T+/LjzT/SonILjp46SskiJcMmvGNiInz2mXOL/dlnbmTQsiUMGuRcWtjeBAOAnTvd8HH6dDeUzCH+MA0VB6ao6tWq2g+Y4snLimrANq/jeE9eZtwCzMvohIgMEZFlIrJs7969PopshDI/7/6Zhducu+c21dpwbdNrKV3UBbwrVbRU2CgBcBPMV1wBM2fCjh3wwgvOnDRypJtg7tbNKYkjR7K9lVGYeewx+OEH9+pnfB0RLAYuVtVjnuOSwBeq2jGLa64GuqvqrZ7jwUBbVR2RQdkLgYlAJ1Xdn5UsNiIo2Pyw9QfG/jCWz/78jI41OvLjzT8GW6SQ5Y8/nJ+jd9+FjRtdVLXevd0ooUcPKFo02BIa+cbOnVC3rgvGXby4+0HkcFTgjxFBsVQlAOB5XyKba+KBGl7H1YEdGQjXHJgM9MlOCRgFE1Xlq41fccGbF3D+G+ezZPsSHu3yKLMHZjnNFPY0aABjxsD69bBwoVtl9M03bvQQF+eOv/zSJpnDgsceg5QU9z452f+jAlXNNgE/Aud6HbcCFmVzTRSwEagDFAFWA03SlakJrAc6+iKHqtKqVSs1CgYpKSk65/c52u61dspotOq4qjp+0Xg9nng82KIVWE6fVv38c9UbblAtVUoVVCtVUh0+XPW771STk4MtoeF3duxQLVbMfdmpqXhx1Z07c3QbYJlm0q76ahpqA0wjrUdfBeivqsuzua4nMB6IxM0xPCEiQz0KaJKITAauArZ4LknSTIYuqZhpqGCw6eAmrvrgKlbuWkntsrUZdd4obmxxI0WjzJ7hL06edH6N3n/fTTKfOAFVqsDVV8M117hgOhHB3XBt+INhw5yXQ++t6UWKOC+HL/keKNJfgWmigYa4VUO/qeppnyXwI6YIQhdVZduRbdQsU5NTSafo+V5PBjcfzKBmg/zu+M04k2PHYM4c+OADpxxOnXLO8fr1c7uaO3Z0EdeMrJk61e0G37rV+Yh64gm3eiuotGwJq1b9Pb9FC1i50ufbWIQyI18YMnsI89bPY/2I9dbzDyJHjzqlMH06fP65UwqVK7u5hauuggsusPgJGTF1KgwZAgkJaXklSjhngkFXBn7AIpQZAUFVmb9hPi0rtySuZBw/bP2B9QfWc13z64iKsJYmFDh61I0QPvrIvSYkQIUK0KePUwwXX+xWIxnOQeCWLX/Pr1XLuRwv6FiEMsPv/Lj1R/75f//k+63f83Dnhxlz4ZhgixRUQtKkkI6EBDdC+PhjN2I4cgRiYtxS1L59XaS1cPZ7FBHhZmLTI5K2YKcgYxHKDL+xZvca/vV//+KzPz+jcsnKvNTzJW4999ZgixVU0psUtmxxxxBayqBECbjySpcSE91S1Bkz4NNP3YghKgouvNCNFi6/PPziKNSsmfGIIBw+B19HBN8ALYCfgFOp+araO2CSZYKNCILDhgMbeHjBw7z/8/uUKVaGB897kBFtRxBTJCbYogWdgm5SSEmBJUvczuYZM+DPP11+ixZOKfTu7eYrC/tmb5sjyP4GFqEsTNmXsI9Hv32Ul5e9THRENHe1u4sHznuAcsXLBVu0kKGwmRR+/925y541y21kS0lxK5B69YLLLoOLLnImpcJIQTDx5RZ/rRqKA9p4Dn9S1T1+ki9HmCLIX1bsXEG7ye24ucXNjO4ymiqlqgRbpJCjoI8IsmLvXjfJPGuWi6lw7JhzbXHhhU4p9Orlnt8IffwxIrgGeAZYgNtHcD5wv6p+5Ec5fcIUQeB5/+f3Wb17NWMvHgvAzqM7TQFkQWE3KaSSmAjffec2r82Z41xfgAvL2aOHS+efbz6QQhV/KILVQLfUUYCIxAJfqWq+B5IxRRB4HvzyQb7Z/A3f3/S97QfwkcJsUsiMP/5wCmHePKcgEhOdyahrV6cUuneHOqETRTTs8YciOCMspSc+wWq1UJWFgk0HN3H/l/czpNUQLql3CSeTTlIkskjQA8IbBYdjx9wqpHnzXEo1idWv7xTCJZc4c1LJkkEVM6zxx/LRz0VkPvC+57g/mcQOMAoOR08d5ckfnuS5Rc8RGRFJj7N6AFAsynYYGTmjZEm35PTyy93E+R9/wPz5Lk2ZAhMmQHQ0nHeei6/QrRuce665vQgVcjJZfCXQCTdH8J2qzgikYJlhI4K8k6IpvLP6HUb93yh2HdvF4OaDebLrk1QrnWVwOMPIFadOuXgqqYphzRqXX66cW4HUrZvb4VyvXnDlLOzk2jQkImcBcar6Y7r8zsB2Vd3gV0l9wBRB3li+YznD5w5nyfYltK/envHdxxfIgPBGwWX3bvj6axdL4csvIT7e5deu7RTDRRc5M5KF6PQveVEEc4B/qeqadPmtgUdU9XK/SuoDpghyx+GThxn11SheWf4KlWIq8XS3p7mu+XU2D2AEFVW3ge3LL51y+OYbOHjQnTv77DSl0LkzxMYGV9aCTl4UwS+q2jSTcz/bZHHuqfxsZXYf3/23/LiYOHaN3OX3+o4nHqfpy03p07APY7qMoUyxMn6vI9Dk92dm5D/JybB6tVMKX3/tViMdP+7ONW0KXbqkKYaKFYMqaoEjL6Eqs5o1zC54vZEFGTVoWeXnhlW7VjHw44GcSjpFTJEY1g1bx/hLxxdIJQD585kZwSUy0k0ijxzpNrIdPOh2N//3v85UNGWKc6UdGwvNmsHw4c7d9s5C7gVt6lRnOouIcK9Tp/r3/tkpgqUiclv6TBG5BcgyOpkRfHYd28WCzQv4Y/8fABSPNt1tFCyio12ktX/+0000HzwIP/7o9mlUqwZvvw0DBjgl0aCBC9r11luwYUPGbj8KIqkbFrdscc+U6tTQn8ogO9NQHDADSCSt4W+Ni0F8harm+3i8sJiGZEzmHrz0kdz/gmf+NpNNBzdxT4d7AEg4nUCJ6BK5vl8oEajPzCi4JCW5IF3ffefS99+nzTFUqQKdOqWl5s0LZkAef7kwyfU+AlXdDXQUkQuB1LmCz1T1a9+rN/KDrYe3MmLeCGb9PovWVVszot0IoiKiCo0SMIyMiIqCNm1cuu8+5yBv3Tq3XDU1ffihK1uyJLRr58J2duwI7dsXjPgLW7fmLD83+LRkRFW/UdX/eZIpgRAiOSWZFxa/QOOXGvPVxq94ptszLLx5oUUIM4DA25ZzS6Dkiohwk8pDh8K777oe89at8N57cMMNcOCAMyv16AHly7t5hiFD4I034NdfQ9NbbGbxEPwZJ8FaiyARFxOX6QoYX1m3dx23zLqFxfGL6Vm/JxN7TqRW2Vr+FDOk8MdnFk6EasCc/JarRg0YONAlcO4wlixxk9ALF8IHH8Brr7lzZcu6UUP79i61aeNCewaTJ57I2KnhE0/4rw6fdxaHCoVljiAvJCYn8tQPT/H4949TqkgpXuzxIgObDkQKe+QQI0eEqnvsUJMrJcXFYFi82KVFi+CXX9Imm886yymHtm3da4sW+e9h1R9ODf0SjyBUMEUA93x+D+OXjGdA0wG8cOkLVIqpFGyRjBAkVAPmhKpc3hw9CkuXwk8/udHDkiVpS1Sjo93Ec+rcROvW0Lhx6E9EmyIoBJxMOsnhk4eJKxnH9iPbWb5zOb0b5nukUKMAEWo971RCVa7siI93iuGnn5ySWLYMjhxx50qUcOE8W7VKS40ahZZTPVMEBRxV5bwp51E0qihfX/+1mYAMnwjVgDmhKldOSUlx7jFSlcLSpbBqVdpzeSuHc891788+240ogoE/3FDntuJLgReASGCyqo5Nd74R8AZwLvBvVX02kPIUNE4nnyYqIgoR4a52d1GmWBlTAobPpDaqoRYwJ1TlyikREdCwoUvXXefykpPht99g+fK0NHlymnIoWtStVEpVDC1auONgx4AO2IhARCKBP4BuQDywFBioquu8ylQCagF9gYO+KIJwGRGs2b2GG2bewB2t72BIqyHBFscwjFySnOziM6xc6dKKFe41deObiNsV3aKFS+ec41KVKu6cvwjWiKAtsF5VN3qEmAb0Af5SBJ7Ql3tEpFcA5ShQJKck8/SPT/PIgkcoX7w8VUsF0Rfvzp1u//706VC5cvDkMIwCTGSkMwmdfTZce63LS3UVsXq1MyetWuUmpKdPT7uuYkU3Kd28uVMMzZu7SeliAYgbFUhFUA3Y5nUcD+TK8b2IDAGGANT05y6KEGPzoc0MnjGYH7b+wNWNr2Zir4lULBFEF4uPPea2Zj72GLz0UvDkMIxChoibNK9dG/r0Scs/dMgphzVrXFq9Gl55BU6ccOf/8Q944QX/yxNIRZDRoCZXdihVfRV4FZxpKC9ChSKqyrtr3mX43OGICO9c8Q6Dmg0K7nzAzp1uu2VKint96CEbFRhGgClbFi64wKVUkpOdE73Vq6Fu3cDUG0hFEA/U8DquDuwIYH0FkgMnDnDHZ3fwwdoPOL/m+bx9xdvULls72GK5UUDqou7kZBsVGEaQiIx0cwgNGgSujkCGp1oK1BeROiJSBBgAzApgfQWSmz69iU9+/YQnuz7JNzd8ExpKIHU0kJjojhMT3fEuC/5iGIWRgCkCVU0C7gTmA78CH6jqWhEZKiJDAUSksojEA/cC/xGReBEpHSiZQoXTyac5lngMgKcvfprFtyxmVKdRREaEyO4T79FAKqmjAsMwCh0B3UegqnOBuenyJnm934UzGYUNySnJdH27K1VKVWHaVdNoWLFhsEX6O4sWpY0GUklMdB66DMModIS4d4zCR2REJFeefSWVS1YO3c1hK1cGWwLDMPIRUwT5wInTJ7h3/r30atCLyxpcxt3t7w62SIZhGH8RyMliA/ht32+0ndyWScsnsWb3mmCLYxiG8TdsRBBApv0yjdtm30axqGLMGzSPS8+6NNgiGYZh/A1TBAHgVNIp7p1/LxOXTaRjjY5M7zed6qXDak7cMAx/sGsXrF3rfGAXKwb9+wekGlMEfmbzoc1c/eHVLNuxjPs63MeTXZ8kOjJIfmcNwwg9Uh19isDGjfDNN66h377dvcbHw5w5zi3rW2/BqFGu/DnnmCIoCHy+/nMGfjwQVWVG/xn0bdQ32CIZhpGfpKTAvn0uGEHJki5gwZtvntnIx8fD559Dp04uNuattzqlEBcH1as7PxJJSe5+11zjgidXrw5VA+eA0hSBHylZpCQNKzRk6pVTqVe+XrDFMQzDn5w+7Xbdb98O1aq5HvvmzfDPf6Y18Dt2uD03770HAwe68k895XxKV6/ugg/06OFciwL06uXuUaUKFCny9zrr1HEpwJgiyCMHTxxk7p9zGdR8EJ1qdmLRLYtCd3+AYRgZc/Soa+BTe+4NGkCHDrB3r2u44+Nhz540s87TT8P997v3y5Y5xdCxI9So4d63auXOnXcenDqVeczKMmVcCjKmCPLIswuf5dlFz9KpZidqla1lSsAwQo2dO9Ns8KmpcWMXViwpyfXODx8+85oRI5wiKFMGYmNdOLFq1dJS8+auXO3azvyTGaEUtDgLTBHkkqOnjlKqaCkeuuAhrjz7SmqVrRVskQwjPPnhB+eneceOtIa+fn3XawcXF9LbYWJUFNx4o1MEUVEwbJjz/1y9umvko6PhwQfdNZUrw7x5wXiqfMUUQQ5JSkli1Fej+PT3T1l621LKFitLq6qtgi2WYRQeTp6E/ftdowwubNfy5a6BT23sK1eG775z5++910WOB9egV63qTDSpvPiiCxac2puvVMkFHE7lv/89s/5hw5xfrTByvW6KIAccOnmI/h/154sNXzCs9TBKRJcItkiGUXA4fdr1snfscLb3yy5z+S+/DJ9+mtbQHzjgGuvdu9356dNh7lzXwFer5sw0jRun3feNN1xDX7WqW62Tnquv9l3GMA3IZIrAR37f9zu9p/Vm08FNvHrZq9zW6rZgi2QYoYF3A79zZ9rrv//tNkE984xLe/eeed3Jk64B373bNf5nnQWdO6c1+KlMneruk9n8W5Mm/nuWMA3IJKoFK/Jj69atddmyZfla5/z18+n/UX+iI6P55JpPOL/W+flav1FA2LkTBgxwPdjC0ItUdY3v9u3ONfnOnWemV16BWrVg3DgYOfLMayMinN2+dm345BOYP9818FWquNeqVd0GqVCaTN25063hP3kyLa94cbfpqxB8nyKyXFVbZ3TORgRZoKqMXzyekV+OpGmlpnw64NPQiCBmhCaPPeYmLkO5F6nqet+7drlGuXx5+OMPmDTJ5Xk39J9+Cl26uGcaMMBdHxXlGsUqVeCYC67EJZfAq6+mNfJVqjjTTmojf+WVLoU6WQVkCtXv00/YiCATklOSGTJ7CFNWTeGKRlfw9hVvU7JIyYDXaxRQvHuTwehFHj/uGnLv1KGDWzHz558waJCTcfduZ8oBeOcdt3Lmxx9dY16lSlojX6UKDB3qbPEHDsC2bS6vYsUzJ1oLEy1bwqpVf89v0aJQxOiwEUEuiIyIJKZIDA91fojRXUYTIYX0x2/4h0DYlpOSXA88KQlmz3Ybmnbvdo387t3QuzfccIOzyXvb1FP573+dIoiJgQoVnC29cuW01KGDK9exo+vdZ2aDL1/epcJOIWjsc4uNCNKx4cAGEk4n0CyuGapqG8SM7PHVtpySAgcPugZ9zx63wqVNG3fuzjvdpqfdu9Ma/EGDnB0+Odm5H0hVNBUqOL80Q4bAXXe5Hv5zz53ZyMfFud57lPX1DIeNCHxEVen3YT8AVgxZYUrA8I3HHnONtTenTkHfvs6pGDjHYcuWnVmuVy/nZRKceSY52TXgdeu6106d3LnISFixwjXssbF/90mTugHKMHKJKQIPqb3/t/q+RfGo4qYEwpHkZGcP37vXeZBMSIBLPcGEJk50jfXevWmpUiXXQC9alGZ3TyUlBX79Ne24d2/o2tU18JUquVSzZtr57MwS55zjn2c0jAwIe0Wgqjz+3eMcPHmQ57o/R/O45sEWyfAHSUmuUY+NdbbvVavc7tT9+10jv3+/8y/z0Ueu/B13ODOMt6m0TBk4dMi9X77c9e5jY9M2NdXzeJhdudIphJQU18DHxjrTkDf/+legn9gwck1YK4LTyacZOmcoU1ZNYXDzwSSnJBMZEULrmo009u93q18OHEhL+/fDPfc4twLvvgsvvJCWn+pE7MABKFfOre0fO9blFS3qzCwVKjgTTtGi0K1bml09NcXGptX/+utZy3fuuQF5bL9Q2PY3GH4nbBXBscRjXPPhNcxbP4+HOj/EmC5jzBwUSBISYMsW18M+eDDt9fLLnYlk8WK3+/TgQdd4Hzzo0jffOJe+H38Mt9/+9/v27+8UQWrj3rChW+FSoYJL0Z7ocPfc45ZDVqzoJmnTf9cFZa17bigI+xuMoBKWimDP8T30eq8XK3au4JXLXmFIqyHBFik0SU5OW7Fy8qQzrxw+DEeOpL1edJFbZ71+PTzwgMv3TpMmuQZ24ULX605PrVpOERw/Dr//7nrvNWu6e5Yr5xI4W/3cua6Rf+EF17sdMiTN58zVV2ftU6ZSJT9/OAWEMPWdY+SMgCoCEbkUeAGIBCar6th058VzvieQANyoqiv8KUPlZyuz+/huKh+FaR9B/36wu5Q7N2vALC5veLk/q8s5/hy2HzzoGlTvVKmS6yUnJbndn8eOnZm6dXMN6MGDcPHFLkDH0aOukU9IcOaUBx90a9VT15178+KLrtFOSXE7VMuUcXXWr5/m2hec//Zp09z5cuXcuXLl0tand+0Kv/yS+bPVrOnSzp0wY4ar76234JFHrGHLilD2nWMmq5AhYIpARCKBl4BuQDywVERmqeo6r2I9gPqe1A542fPqN3Yfdx4MH/oWOm11r3d6nB7mWQmkpLgGNnU536FDrvE8fdqFq0tMdKaJBg3c+Z9+chOViYnONn3qlGscU4ftjRu7P8fJk3DihEtNmsB997nr+/Z1fl9OnHD1JCS41SivvurOV6vmznkzZIibBI2IgOHD0/JjYqBUKecLBpxTrypVXANeurQ7V7p02hLGqlWdX/bSpdNSmTIuLiu4Z8yqIa9UyT+Bt0O5YQs1UkcDiYnuODExtEYFZrIKGQK2oUxEOgCjVbW75/ifAKr6pFeZV4AFqvq+5/h3oIuq7szsvjndUCZjhMpHYeMLUDwJUoD15SFFoFGFBs62vGaNK3zffc4WnZLiUnKy67GuXevODxwIM2e6c6dPuxUmdes651rgerVff32mAM2bw+rV7n3btml+01OJiHD3K17c9Z43bHDvixVzr926wZQprmz//q6nHhPj7NwlSkC7dnDTTe78pEnufjExaalWrTRFtGePyytevGC6CSjkTsH8zrBhbpI7VRGA67TcemvwG95gu+QIQ4K1oawasM3rOJ6/9/YzKlMNOEMRiMgQYAhATe+11z7y0LcgHn2nuPerq0Cjpi3P3JzTsKFzshURkZZKl0473727a6wjI11PPzraTUim8o9/wDXXuHtGR7tX7635r73mfvhFijgF9MQTbvliYqJTOl27OvNKZkyfnvWDDh2a9fmCbicPY6dguWLRojOVALjjhQuDI483NrILKQI5Irga6K6qt3qOBwNtVXWEV5nPgCdV9QfP8f8BD6jq8szum9MRQZWR8tdoIJWEKKh7F+x6NojuNax3m3MKuVOwsMF++0EhqxFBIO0D8YBXvDiqAztyUSZPeI8GUolQlx9UsurdGhmzcqUzx6VPpgQKFvbbDzkCqQiWAvVFpI6IFAEGALPSlZkFXC+O9sDhrOYHcsP5O6Iols4NTLFk6LwjyCtnQ3nYbhiBxH77IUfAWkNVTRKRO4H5uOWjU1R1rYgM9ZyfBMzFLR1dj1s+epO/5Wi2/XTG+f6uKKdYL9YIV+y3H3IEtFusqnNxjb133iSv9woMT3+dYRiGkX8UwDWEhmEYhj8xRWAYhhHmmCIwDMMIc0wRGIZhhDkFLmaxiOwFtuTy8orAPj+KUxCwZw4P7JnDg7w8cy1Vjc3oRIFTBHlBRJZltrOusGLPHB7YM4cHgXpmMw0ZhmGEOaYIDMMwwpxwUwSvBluAIGDPHB7YM4cHAXnmsJojMAzDMP5OuI0IDMMwjHSYIjAMwwhzCqUiEJFLReR3EVkvIqMyOC8i8qLn/BoROTcYcvoTH555kOdZ14jIQhE5Jxhy+pPsntmrXBsRSRaRfvkpXyDw5ZlFpIuIrBKRtSIS7MgbecaH33YZEZktIqs9z+x3L8b5iYhMEZE9IpJhEPCAtF+qWqgSzuX1BqAuUARYDTROV6YnMA8QoD2wJNhy58MzdwTKed73CIdn9ir3Nc4Lbr9gy50P33NZYB1Q03NcKdhy58Mz/wt4yvM+FjgAFAm27Hl45s7AucAvmZz3e/tVGEcEbYH1qrpRVROBaUCfdGX6AG+rYzFQVkSq5LegfiTbZ1bVhap60HO4GBcNriDjy/cMMAL4GNiTn8IFCF+e+VrgE1XdCqCqBf25fXlmBUqJiAAlcYogiQKKqn6He4bM8Hv7VRgVQTVgm9dxvCcvp2UKEjl9nltwPYqCTLbPLCLVgCuASRQOfPmeGwDlRGSBiCwXkevzTbrA4MszTwDOxoW5/Rm4S1XTxcIsVPi9/QpyvMaAIBnkpV8j60uZgoTPzyMiF+IUQaeAShR4fHnm8cCDqprsOosFHl+eOQpoBXQFigOLRGSxqv4RaOEChC/P3B1YBVwE1AO+FJHvVfVIgGULFn5vvwqjIogHangdV8f1FHJapiDh0/OISHNgMtBDVffnk2yBwpdnbg1M8yiBikBPEUlS1Zn5IqH/8fW3vU9VjwPHReQ74BygoCoCX575JmCsOgP6ehHZBDQCfsofEfMdv7dfhdE0tBSoLyJ1RKQIMACYla7MLOB6z+x7e+Cwqu7Mb0H9SLbPLCI1gU+AwQW4d+hNts+sqnVUtbaq1gY+AoYVYCUAvv22PwXOF5EoESkBtAN+zWc5/Ykvz7wVNwJCROKAhsDGfJUyf/F7+1XoRgSqmiQidwLzcSsOpqjqWhEZ6jk/CbeCpCewHkjA9SgKLD4+88NABWCip4ecpAXYc6OPz1yo8OWZVfVXEfkcWAOkAJNVNcNliAUBH7/nx4A3ReRnnNnkQVUtsO6pReR9oAtQUUTigUeAaAhc+2UuJgzDMMKcwmgaMgzDMHKAKQLDMIwwxxSBYRhGmGOKwDAMI8wxRWAYhhHmmCIwDMMIc0wRGIUKEangccG8SkR2ich2z/tjIjIxAPW9KSKbUte1e47zzd21iPT3uCOek191GoWPQrehzAhvPK4zWgCIyGjgmKo+G+Bq71fVjwJZgYhEqmpy+nxVnS4iu4GRgazfKNzYiMAICzzBWuZ43o8WkbdE5AsR2SwiV4rI0yLys4h8LiLRnnKtRORbjxfP+Tlw9dtZXPCfjamjA487gGdE5BdPPf3Ty+U5niAiN3rebxaRh0XkB+BqEfmHiKzzBCOZ5sePxwhzbERghCv1gAuBxsAi4CpVfUBEZgC9ROQz4H9AH1Xd62m4nwBu9uHeVXDeXRvh/MJ8BFyJG6mcg3OAt9TjEC47TqpqJwAR2QHUUdVTIlLW5yc1jGwwRWCEK/NU9bTHP00k8Lkn/2egNs5xWVOcS2M8ZXx17DXT4w9/nccJGjjF8L7HvLNbXAjJNkB2rpKne71fA0wVkZnATB9lMYxsMUVghCunAFQ1RUROa5rTrRTc/0KAtaraIbf39iDpXtOTxJkm2mLpzh/3et8LF8awN/CQiDRR1QIbicsIHWyOwDAy5ncgVkQ6AIhItIg0ycP9vgP6i0ikiMTiGvSfgC1AYxEpKiJl8LhTTo+IRAA1VPUb4AFcbOKSeZDHMP7CRgSGkQGqmuiZ6H3R00BH4SKerc3lLWcAHXDB1xV4QFV3AYjIBzizz5/AykyujwTe9cgiwPOqeiiXshjGGZgbasPIAyLyJjAn0MtHs5GhCzBSVS8LlgxGwcZMQ4aRNw4Dj6VuKMtvPKuZJgIHg1G/UTiwEYFhGEaYYyMCwzCMMMcUgWEYRphjisAwDCPMMUVgGIYR5vw/vgLcr1wCkP8AAAAASUVORK5CYII=\n", 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\n", 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9zPciMgb4WlUnRkqenLjtNqhWDfr1c8Hqvv/euZwahmEEG3+pKtetW8eLL75Is2bNuPzyy9m/fz9ly5YNSpshUwQi8hHQAagmIqnAo0AJAFXNdV6gsNGrl3MxvfRSaN8eJk+Gk0+OtFSGYRRHsqeqBDdS2L59OzExMZx66qlBUwIQWq+h3nmo2z9UcgST8893YSi6dYMzz3SrkNu2jbRUhmFEA99++23Irm0ri/NIq1bw889QsaILVvfll5GWyDAMo2CYIsgHJ5/slEGTJnDZZfD665GWyDAMI/+YIsgn1as7M9GFF7rJ5AcecMluDMMwihqmCApAmTIwfjzccgs8+6xbjXzoUKSlMgzDyBuRXFBWLIiLc6ahpCR48EFITXUhKqpUibRkhmEYgWEjgiAg4kxDH34Iv/ziPIn+/DPSUhmGYQSGKYIg0rs3TJvmAtW1besS3hiGYRR2TBEEmfbt3aggIQHOOw/Gjo20RIZhGDljiiAEnHgizJ7tFp317QtDhoCGJVSeYRhG3jFFECIqV3ZhKPr3h8ceg6uvBh8BBQ3DMHxSLFJVGi6vwbvvupwGn3wC55wDGzdGWirDMAo74U5Vae6jISbTo6hRI5cLuVUrmDjRvRqGUcjp0OH4Y1ddBYMGwYEDLvBYdvr3d9v27XBFtlTsM2bk2mRmqsp58+aFLVWljQjCxMUXu7AU8fFuZPDRR5GWyDCMwkgkUlXaiCCMNGkCc+fC5Ze7OYNPPoGFC2H9ercg7ckn3ajBMIxCQk5P8GXK5FxerVpAI4Ds5JSq8pNPPuGnn34iIyODsmXL8uyzz+b5+r4wRRBmEhJgyhSX7cw7cunatS5HMpgyMIxoxl+qytmzZzNnzhxeffVVAA4fPhy0NnM0DYlIlQC2SkGTJkqIj4dVq44/fuAAPPxw+OUxDKPw4C9V5ZgxY7jrrrv+qRcfHx+0NnMbEWz0bDlll48FkrIfFJF3gYuArap6mo/yPsD9nt19wC2q+lsgQhcH1q/3fXzduvDKYRhG4cJfqsq0tDTi4rK67PT0dGJjY4PSZm6KYJmqnp5TBRFZ6KdoDDAceN9P+WrgXFXdKSJdgZFAm1zkKTYkJTlzUHYqVHDhrGNsGt8wohZfqSpTUlK4++67SUhIYO/evbz88stUqlQpKO3lpgjaBXANn3VUdaaIJPs7SVV/9tr9BUgMoK1iw5NPujmBAweyjsXGwu7dbjL5vfecUjAMwwBo3LgxH4XI3TDH505VTfNXJiLrcquTB24AvsuhrQEiMl9E5m/bti0IzUWePn1g5EioW9etNahb13X+r7ziciG3bg1Ll0ZaSsMwooGCeA3lNG8Q+EVEOuIUwVn+6qjqSJzpiJYtWxabqD19+vj2EGrWDHr2dMrgnXfce8MwjFBREEt0gTtkEWkKjAJ6qOqOgl6vuNChg1tf0Lw59OoFd90FQfQUMwzDOIYcRwQiMthfEVCuIA2LSBIwHuirqisKcq3iyAknuJzI993nzEXz5sGnn0Lt2pGWzDCKN6qKSFAMHhFB8xHqOLcRQXk/WzlgWE4nishHwGygoYikisgNIjJQRAZ6qjwCVAXeEJFFIjI/z9IXc0qUgJdfdiuQf/sNzjjDJb4xDCM0lCpVih07duSrMy0MqCo7duygVKlSeTpPcrphEbkamFyYzDYtW7bU+fOjT2csWwaXXQYrVrj8Bg895LyMDMMIHkeOHCE1NZW0tGD4wESGUqVKkZiYSIkSJY45LiILVLWlr3NymyxOAj4TkRLAVJxnz1wtquqyCHPqqc48NHAgPPIIzJzpsp/VqBFpyQyj+FCiRAnq1asXaTHCTm7uo8+oaiegG/AbcD3wq4h8KCL9RMS6oTBSrhx88AGMGgX/+5+bTM5HTCvDMIxjCMhrSFX3quoEVb3Zs9L4CSAB/6uGjRAhAjfcAHPmQMWK0LkzDB0K6emRlswwjKJKbl5DZ+RQPF1VXwyyPEaANG0K8+cfayp6/32oVSvSkhmGUdTIbY4gp45egU5BlMXII5mmog4d4I473EK0MWN8J00yDMPwR46KQFU7hksQI3+IwI03wplnusVnF17oFqA98wyULBlp6QzDKAoENEcgIiVE5A4R+dyz3ebxJDIKCY0auexnt93mFqC1bQt//BFpqQzDKAoEGmLiTaAF8IZna+E5ZhQiSpWC115zmc/Wr3cL0N59F8zZ1zCMnAhUEbRS1WtVdZpnuw5oFUrBjPxz8cVuJXKbNs7D6MorYUehWRJoGEZhI1BFkC4iJ2buiEh9wBwWCzG1a8N//wvPPguTJkGTJvDDD5GWyjCMwkigiuBeYLqIzBCRH4FpwN2hE8sIBrGxLmjdnDlQqRJ06eImkn3kxTYMI4oJKB+Bqk4VkZOBhrjIo8tV9VBIJTOCxumnw4IFcP/9MGwYTJkC48Y5d1PDMIyAFIGIxAJdgGTPOZ1FBFV9KYSyGUGkdGl49VXnXtq/P7RqBY8/DvfcA3EFSU9kGEZIqflCTbbs33Lc8Rpla7D5ns1BaSNQ09BXQH9c2GjvcNRGEaNLF1iyBHr0gAcfhLPPdhFNDcMonPhSAjkdzw+BPgsmqmrToLVqRJRq1VySm08+gUGDXPC6Z55xaxBiCpKzzjCMIkmgf/vvRORfebmwiLwrIltF5Hc/5SIir4rIShFZnEtcIyPIiLiVyL//Dh07wp13ugB2a9ZEWjLDMMJNoIrgF2CCiBwUkT0isldE9uRyzhjgghzKuwIne7YB2AK1iHDCCfD11y609YIFzs10xAjIyIi0ZIZhhItAFcGLQDugjKpWUNXyqlohpxNUdSbwdw5VegDvq+MXoJKIWOzMCJAZ2nrJErcI7ZZb4LzzYNWqSEtmGNFBhmaQoe7pa/XO1Xyx9It/9sNBoHMEfwK/BzkzWW1gvdd+qufYpiC2YeSBunXdIrRRo+Duu93o4Omnbe7AMArC5n2bWbxlMZv3bWbLvi3udb973XZgG1v3b2Xb/m38Puh3Tql2CpP+mMRdk+9i+73bqVqmKuVKlGPfkX3HXbdG2eDlBQtUEWwCZojId8A/6wcK6D4qPo75VDQiMgBnPiIpKakATRq5IQI33QQXXAA33+zmDj791MUsatAg0tIZRuFg3+F9bNizgdQ9qWzY614vOeUSGiU04sc1P9J3Ql++7PUlp9c6na9XfM1NX930z7llSpShZrma1Chbg/qV69Omdhuql61O+XjniNnrtF50rNeRCiWd0WXvQ3tDfj+BKoLVni3eswWDVKCO134isNFXRVUdCYwEl7w+SO0bOVCnDnzzjUt2c9ddbvHZo4+6kUIJiztrFGPSM9JZv2c95ePLU7VMVVbtXMVzPz3H+j3rWbd7Het3r2f3od3HnVenQh0aJTSiRrkadKrXidIlSgNw4ckXMuu6WdQsV5Oa5WpSLr5cju3XKFeDGuXCmwVYQpmHXkSSga9V9TQfZRcCt+HyIbcBXlXV1rlds2XLljp//vxgi2rkwKZNzs104kSnEEaNgpYtIy2VYeSPDM1g496NrNq5ilU7V7F652rW7F5D53qd6desH5v3babWi7UY3nU4t7a+laXblnLumHOpU6EOSRWTSKyQSJ0KdUiskEjtCrXda/na/3T8hRURWaCqPv+5uaWqHKKqQ/JTR0Q+AjoA1UQkFXgUKAGgqiOAb3FKYCVwALgutxsxIkOtWjBhAowf7+YL2rRxJqOhQ6Fs2UhLZxjHczj9MPsP76dy6cocST/C4MmD+WvnX67j37Waw+mH/6krCIkVEjm12qmAs72/3f1tzql7DgCNEhqx7d5tEbmPcJHjiMDTgec0DyDATap6SrAF84eNCCLLrl3wwAPw1ltucnnECDefYBjhJkMzSN2TyoodK/hj+x/ExcRxc8ubATjp1ZNom9iWsZeNRVWpN6welUtX5sTKJ1K/cv1jtqSKScTHBsviXXjJaUSQmyJ4NIDr7wtnEntTBIWDWbNgwABYvtwtTHvpJTdyMIzcyE/snD93/MlvW35j2bZlLNu+jKXblrJixwoOHs0KpdusRjMWDVwEwOiFo6lZriZdT+4aknsoiuRbERRGTBEUHg4dcqEpnn7a5Ud+6ikYONCFvzYMf8hjvhwGHfqo648+S/mMH9f+yPBuwwHoNq4b3638DoC6FevSKKERDas2pGG1hv+81ipXCxH/14528j1HYBg5UbKk8yS6+mo3mXzbbTBmjDMbnWEBQ4x88PfBv6lSugrLty9nyqopHM04SlxMHE90eoInOj1Bw6oNKRtvE1PBxkYERlBQdUHs7roLtm1zSmHoUKiQ4/pzI1pYvGUx4xaPY+Hmhfx31X/91tt6z1YSyiagqmF/ug9HuOdIktOIwNaLGkEhM4jd8uUuRMVrr0HDhjB2rFMSRvEnPSOdg0eczT5lawrt323PnNQ5AKzYsYJX5rzCjoM5J89OKJsAEBETTzjCPRdWAlIEIpIgIg+JyEhPVNF3ReTdUAtnFD0qVYLhw2HuXEhKgr594Zxz4LffgnP9ceMgOdmFvEhOdvtG+FFVVuxYwdjFY7nr+7s4692zqPBMBd6Y9wYAlUtXJkZiOJTuAhF0b9CdvQ/uZcGABZEU2/BDoHMEXwKzgClY0nojAFq2hNmzXWiKBx5wcwa33uqyolWqlL9rjhvnPJUOHHD7a9e6fYA+fYIituGH9Ix0Jv81mTmpc5izYQ5zN8xlZ9pOwIVMOL3m6dx0xk20ru3WhJ5Q/gRmXTfrn/NLxpX8532NsjX8mmCMyBDQHIGILFLV5qEXJ3dsjiA8jBsHDz8M69a5J/snn8x/Z/v33/Cf/8Cbb0JCgvMy6t8/74HskpNd55+dunUtj0IoGLd4HEcyjtC/eX8yNIMqz1Zh7+G9nFb9NFqf0Jo2iW1oU7sNpyacSlxM0fc7CcSbqShTYPdREXkC+FlVvw22cHnFFEHoyf7kDVCmDIwcWbAn719/dZPIs2dDixYuh/KZZwZ+fkyM7/kGEcufUBDSjqYxd8NcZq2dxfo96xlx0QgAuo7ryv7D+5l53UzATfjWr1w/11g5RRVTBLlfYC9QFjgMHPEc1txyEoQCUwShJ5RP3qrw4Ydw332wcaNzPX32WUhMjKxc0cSeQ3v437r/MWvtLGatm8W8jfP+CbnQpHoT5g+YT3xsPHsO7aF8fPmo8c2PZq8hcx81jiMcT9779jkF8MILrr0HHoB77oHSOcTtCtVIpaAUlQ5k4vKJPDXrKRZsWkCGZhAXE0eLWi04O+lszql7Du2T2lOldJVIi2mEiKC4j4rIxSLygme7KHjiGYUNfykfgpkKolw5t85g2TK48EJ45BE45RTX2ftTNn36uE6/bl2nlOrWjbwSgMLrdrho8yLajGrDr5t+BVxwtVJxpXj47IeZ0ncKu+7fxS83/sLz/3qe7g27mxKIYgI1DT0DtAIynfV6AwtU9YEQyuYTGxGEnkg8ef/4Iwwe7OYRWrWCF1+Es88OTVvBJtK25fSMdBZtXsSUVVOYsnoKVzW6ipta3ET156uz7cDxUTML20jFCA/BCDHRDWiu6pJoish7wEIg7IrACD2ZnX2wvIYC4dxzYd48p4QefNCtPbj0Umc+Ovnk0LVbVNm0dxOT/5rM5L8m88NfP/D3QZcevEn1Jv948PhSAhD5kYpR+MiLz1clspLRVwy+KEZhok+f8JtcYmLcArTLL3fRTJ95Br7+2sUx+ve/oVq18MpTGBkyYwgTlk9g8ZbFgHu6v6jBRfyr/r/oXL8zNcvVjLCERlEkUEXwNLBQRKbjchCcAzwYMqmMqKZMGdfx33ijmzt47TUYPdp5Gt11V3Qlw/nuz++YvmY6z53/HODs/lVLV+WZzs/Q5aQuNK3RlBixSDFGwQjoF6SqHwFtgfGerZ2qfpzbeSJygYj8ISIrReQ4M5KIVBSRr0TkNxFJERHLUmb8Q82abl5iyRLo0MEph5NPhrffhqNHIy1dFv5WxOZ1payqsnDTQh6b8Rj7Du8D4NdNv/Lhkg/Zf3g/ABN6TmDatdO4/6z7aV6zuSkBIyjklpjmFFVdLiI+gwqr6q85nBsLrADOxyWqnwf0VtWlXnUeAiqq6v0ikgD8AdRU1cO+rgk2WRzN/O9/blQwe7bzMHrqKbjkEudBVFQ5kn6EH9f+yJfLv2TSikms270OQZjabyod63Xk0NFDxMfG58uXP9KT2EbhoiCTxYOBAYCvDGQKdMrh3NbASlVd5RHiY6AHsNSrjgLlxf3Ky+HmIArRs55RmDjrLPjpJ/jyS7fu4LLLoHVrpxA6d460dIGz//B+vl/5PeOXj+ebFd+w+9BuSseV5vwTz+fRcx/logYXUb1sdeDYGD15xWL6GIESqPtoKVVNy+1YtvIrgAtU9UbPfl+gjare5lWnPDAJOAUoD/RU1W98XGsATiGRlJTUYq2v5aVGVHH0KLz/PgwZAuvXQ6dOzrOpbdtIS+abzPj6fx/8mzov1+HAkQNUK1ON7g2606NhD84/8XzKlCgTaTGNYkwwFpT9HOCxY9r1cSy71ukCLAJOAJoDw0XkuLAVqjpSVVuqasuEhITcpTWKPXFxcP31sGIFDBvm5hHatYMePdz7wsQNX95Ary96AVCldBUeOecRpl87nU13b+LdHu/S45QepgSMiJKjIhCRmiLSAigtIqeLyBmerQOQ2y83FajjtZ8IbMxW5zpgvDpWAqtxowPDCIhSpeCOO2DVKnjiCbcwrVkzlyRn2bLwy7Pn0B7GLh5Lvwn9yHDLbjipykk0qNLgnzr3n3U/HZI7FIuInUbxILfJ4muB/kBLwHuGdi8wRlXH53BuHG6yuDOwATdZfLWqpnjVeRPYoqpDRKQG8CvQTFW3+7uuTRYbOfH3324NwrBhsH8/9O7tXFAbNgxdm2lH0/h6xdd8uORDvv3zWw6lHyKxQiKzrptFcqXk0DVsGHkgGNFHL1fVL/LRcDfgFSAWeFdVnxSRgQCqOkJETgDGALVwpqRnVHVsTtc0RWAEwvbtLqDda69BWhpcc43LiXDSScG5fnpGOtPXTGfcknGMXzaePYf2ULNcTa5qdBVXNb6KdnXamWunUagISvRREbkQaAyUyjymqo8HRcI8YIrAyAtbt8Jzz8Hrr8ORIy7s9cMPF2yEsH73etqMasOmfZsoH1+eyxtdTp8mfeiY3JHYmNjgCW8YQaTAk8UiMgLoCdyOe3K/EqgbNAkNI0RUr+5GBqtWwZ13wuefw6mnOoWQkpL7+Zm8Oe9NXvj5BQASKyRyUYOL+PSKT9lyzxZG9xjNefXPMyVgFFkCHbueqar9gJ2q+hjQjmMngg2jUFOrlotoumYN3HsvTJoETZrAlVfCb78dX//Q0UP88NcP/+zPXDeTqaunAiAijOw+kisbX0npEjkkUDCMIkKgiiBzvcABj13/CFAvNCIZRuioXt1FNF2zBh56CCZPhubNoXt3t2I5ZWsKgycPJvHlRLqM7cLSbW7945geY/iuz3cRld0wQkWg/mtfiUgl4HmcZ48Cb4dKKMMINdWqOXfTu++GF17dx7Apn/D1O6Ogzi/ESQkuOaUHN5xxAw2rusmEgqzwNYzCTq6KQERigKmqugv4QkS+Bkqp6u5QC2cYoWThpoWMmD+CD+M/ZP95+6gRcyoHf36RPTP7svrUBA48hI17jaggV0Wgqhki8iJuXgBVPQQcCrVghhEKMkM9pB1No+N7HTmcfpiep/XkpjNuol1iOw4fFj74wOVCuPxyaNDA5VLu29ctXjOM4kigcwQ/iMjlkp8QiIZRSBg+dzjt322PqlIqrhRf9vqSDYM3MLrHaM6scyYiQsmSLg/CH3/AJ59A+fIubWdysgtut3On72uPG+fqxMS413HjfNczjMJIoIpgMPAZcEhE9ojIXhHZE0K5DKPAZGgG36z45p80jlVKVyGpYhJ7D+8F4Nzkc6lcurLPc2Nj4aqrXPrMadPg9NPd+oM6dVxuZe+4h5k5nteuBVX3OmCAKQOj6BDwgrLCgi0oM3JjV9ouRi8czevzXuevnX8x7IJh3NHmjgJf97ff3JqEjz5y+5df7pRCz57HKoZM6tZ13kmGURgIRoiJqaraObdj4cAUgeGPP3f8ybA5wxizaAz7j+ynfZ323N76di479TJKxJYIWjvr17vQFSNHwu4cXCZEICMjaM0aRoHId2IaESmFizJaTUQqkxVaugIudLRhRBRVZda6Wbw0+yUm/TGJErEl6H1ab+5ocwdn1PKZWK/A1Knjwlb85z8wZowbFfhKnZmUFJLmDSPo5OY1dDNwF67TX0CWItgDvB46sYxIUvOFmn4zW22+Z3MEJPLPXd/fxatzX6Vq6ar8+5x/M6jVIGqWqxmWtsuXh9tvh0qV4Kab4JCXL11cHNx2m99TDaNQkaMiUNVhwDARuV1VXwuTTEaE8aUEcjoeTvYf3s/bv77NZadeRlLFJK5qfBWNqzfmmqbXRCy5S9++zlvo4Ydh3TooU8ZFPL33Xpg61eVL6NLF1TGMwkhAP01VfU1EzhSRq0WkX+YWauEMI5PMuaztB7Zzzw/3MGHZBADaJ7VnQIsBEc/w1aePmxjOyIB9+2DjRnj8cTfB3K2bi3b68sv+3U8NI5IEGn30A+AF4CyglWfzOelgGMFkza413P7t7Vz26WUA1K1Ulz9u+4M7294ZYclypnp1N4ewZg18+CHUqOHmEmrXdusUFi6MtISGkUWgsYZaAo20qPmaGkWWP3f8yVP/e4qxi8ciCH2b9uVoxlHiYuI4scqJkRYvYOLjXZa03r1h0SJ44w23vuCdd1yO5VtugSuugNIWxNSIIIFaLX8H8jwDJyIXiMgfIrJSRB7wU6eDiCwSkRQR+TGvbRjFi5StKVz9xdWc8vopfPz7x9za6lZW3bmKd3q8U+Rz/DZv7lxON2yAV16BHTugXz83Shg8GJYvj7SERrQS6DqC6UBzYC5ecYZU9eIczonF5Sw+H5fIfh7QW1WXetWpBPwMXKCq60SkuqpuzUkWW0cQeiLhNbRw00KemPUE45eNp1x8OQa1HMTgdoOpUa5GSNorDKjC9Onw1lswfrxzQe3QAW6+GS69FEpawFMjiARjQdm5vo6rqt8neBFpBwxR1S6e/Qc95zztVWcQcIKq/jtXITyYIih+7Du8j9ov1UYQ7mhzB3e2uZOqZapGWqywsmULjB7tRgyrV7sw2f36wQ03QKNGkZbOKA4UOFWlp8NfA5TwvJ+Hy0uQE7WB9V77qZ5j3jQAKovIDBFZ4M8TSUQGiMh8EZm/bdu2QEQ2CjnLti3jgSkPoKqUiy/HxJ4TWXPXGh7v+HjUKQFwk8kPPAArV8L337uRwWuvQePG0L69UxL790daSqO4EqjX0E3A58BbnkO1gYm5nebjWPbhRxzQArgQ6AL8R0QaHHeS6khVbamqLRMSEgIR2SjkzNkwhzfmvcGKHSsA6FivI5VKVYqsUIWAmBi35uCzzyA11cU22rEDrr/epdscMMBlUjO3DSOYBDpZfCvQHreiGFX9E6ieyzmpHJvXOBHY6KPO96q6X1W3AzOBZgHKZBQh1u1exw1f3sBrc9y6xGuaXsPqO1fTsFrDgK9R84WayGNy3FbzhfCsJA431au7DGrLlsGsWXDZZc7j6Mwznbno2WfdegXDKCiBKoJDqno4c0dE4jj+6T4784CTRaSeiMQDvYBJ2ep8CZwtInEiUgZoAywLUCajCLBt/zYGTx5Mg9caMHbJWHamuRVVcTFxeTYBFeYVz6FEBM46y8U12rwZRo2CqlWdKalOHbjwQjeCSEvL9VKG4ZNA/fF+FJGHgNIicj4wCPgqpxNU9aiI3AZMBmKBd1U1RUQGespHqOoyEfkeWAxkAKNU9ff83oxReNh7aC8vzX6JF2e/yP4j+7m22bUM6TCEpIoWia0glC/vJpBvuAFWrHDK4f33Xe6EihVdSOx+/dyowdJIGYESqNdQDHAD8C+c7X8yrtMOu6XSvIYKN0fSj/D2r28zZMYQth3YxmWnXsYTHZ/g1IRTC3xtecx/z6aPRq/RPD3dJc/54AP44gs4cADq13cxkPr2hROLzvo7I4QEw320LJCmqume/VigpKoeCKqkAWCKoPCyed9mOozpwB87/uDcuufy3PnP0bp266Bd3xRB7uzb59YkvP++Uw6q0KaNi4XUs6ebdzCikwK7jwJTAe9F8KWBKQUVzCgebN3v1gDWKFuDtoltmdRrEtOvnR5UJWAERrlyzjQ0ZYqLhPrcc27u4I474IQToGtXN3LYuzfSkhqFiUAVQSlV3Ze543kf2XCPRqHg1TmvctKrJ7F532ZEhDGXjKF7w+5ICAzUNcr6XmXs73i0k5joQmEvWgS//w733ec8kPr1c+sWrrrKjR4OHoy0pEakCXSyeL+InKGqvwKISAvAfj5Ryv7D+9l7eC81y9Wk60ld2bZ/G2VLlA15u4UtKU5RonFjeOopeOIJ+Plnl3f588+dt1H58tCjB/TqBeef7wLlGdFFoHMErYCPyVoHUAvoqaoLQiibT2yOIHKoKh/9/hH3T7mf02uezqTe2b2BjaLE0aMwYwZ8/LGbZN61CypXhksucaOFzp2hRPBSPRsRpsCTxZ6LlAAa4ryGlqvqkeCJGDimCCLD/I3zufP7O/l5/c+cUesMhl0wjLOSzoq0WEaQOHwYfvgBPvkEJk2CPXuylMKVVzqlYCOFok2wFMGZQDJe5iRVfT8YAuYFUwThZfuB7Tw45UHeWfgO1ctW56nOT9G/eX9ixPIuFlcOHXJK4bPP4MsvnVKoVAkuvtitbv7Xvyx/QlGkwF5DlqEs+kjPSOet+W/R4LUGjPltDIPbDWbF7Su4/vTrTQkUc0qWhO7dnQvq1q3w1VdOCXz1lRshJCQ409HHHzslUZwYNw6Sk13Mp+Rktx8NBDpHsIxCkqHMRgShJ0Mz6DCmA7PWzaJDcgeGdx1O4+qNIy2WEWGOHHFzCuPHw4QJLnR2fLwzG11yiVMWNYtw2Kdx41xQvwNeq6PKlHGhwfv0iZxcwSIYC8o+A+5Q1U3BFi6vmCIIHXsP7aV8yfKAcwtNKJNAr9N6hcQV1CjapKfDL7+4SeYvv4RVq1xIi7ZtnQfSJZdAw8DjCRYKkpNh7drjj9et63JPF3WCoQjynKEsVJgiCA0pW1Po+F5H3u7+Nj1O6RFpcYwgMW4cPPywW1yWlARPPhn8p1tVSEmBiRPdtsDjS9iggTMxde/ucirEFfJMozExvsN7i0BGRvjlCTY5KYJAv5ohwRPHKEwcTj9MfGw8Dao24MIGF1K/cv1Ii2QEieymjrVr3T4EVxmIwGmnue3f/4b1653n0VdfueQ6L77oPJC6dnVK4YIL3ORzYSMpyfeIICkK4iTmxWuoBm6SGGBubrmFQ4WNCILD4fTDvPDzC7yz8B1+HfArFUtVjLRIRpApDKaOvXudB9JXX8E338D27RAbCyed5OYYdu92obSfeirydvhoniMI1GvoKpxZ6ErgKmCOiFwRPBGNcDJ7/WxOf+t0Hp72MC1qteBw+uHcTzKKHOvW5e14KChfHi6/PCuXwk8/wUUXuRDau3Y5U8y6ddC/v0vCs29fLhcMIX36uE6/bl03yqlbt/gogdwIdI7gN+D8zFGAiCQAU1Q17NnEbESQf/Yf3s/D0x7m1TmvklghkTcufIOLGlwUabGMEFEYRgS+8CcXuJXMZ5/tzEgXXOBCY5ivQnAIRvTRmGymoB2BnCsiF4jIHyKyUkQeyKFeKxFJt1FG6Ji6aipN3mzCsDnDGNRqECmDUkwJFHOefNKZNrwpU8YdjyT+RiQicOedbu3CvfdCkybOPn/jjfDppy53sxEaAlUE34vIZBHpLyL9gW+A73I6wZOz4HWgK9AI6C0ijfzUexaX7MYIMrvTdjPgqwGc98F5xMXE8WP/Hxnebfg/bqJG8aWwmjr8Tb4mJcHzz8OSJW7C+e23XS6Fzz93uRQSEqBVK+cF9eOPLiyGESRUNaANuAx4CXgZuDSA+u2AyV77DwIP+qh3F3ArMAa4IrfrtmjRQo3AmbF6hsY+Fqv3/nCvHjh8INLiGIaOHatapoyqmyFwW5ky7rgvjhxRnT1b9bHHVNu3V42NdeeULavatavqiy+q/vabanp6eO8jnIwdq1q3rqqIe/X3WeUEMF/99df+Ctx5nAS093H8HODEXM69ApfOMnO/LzA8W53awI+4nMamCILE7rTd+sXSL/7ZX7trbQSlMYzjKUjHtmuX6oQJqrfeqtqwYZYySUhQ7dVL9e23Vf/6SzUjI0TCh5m8Kk5/5KQIcpwsFpGvgYdUdXG24y2BR1W1ew7nXgl0UdUbPft9gdaqertXnc+AF1X1FxEZA3ytqp/7uNYAYABAUlJSi7X+ZpoMAO7/7/28/MvLrLpzFYkVEiMtjmGElNRUmDrVZWWbMsV5J4EzNXXq5LaOHV2inqJIsCb9872yWER+V9XT/JQtUdUmOZzbDhiiql08+w8CqOrTXnVW48JaA1QDDgADVHWiv+ua15BvDhw5wOZ9m6lfuT57Du1h6baltE1sG2mxDCOsqMLy5S5f8/Tpbvv7b1d20knQoQOce67b6tSJqKgBE6wVzwVRBCtV9aS8lnnK44AVQGdgAzAPuFpVU/zUH4OfEYE3pgiOZ07qHPpN7EfJ2JIsvHkhsTGxkRbJMAoFGRlu8nnaNBcwb+ZMt34BoH59pxA6dHAuq8nJhdNVNRwjgty8huaJyE0+LngDkGN2MlU9CtyG8wZaBnyqqikiMlBEBgYmupETRzOO8viPj9P+3fakHU1j2AXDTAkYhhcxMdCsGfzf/7ngeNu3w8KF8PLL0LSpi4107bVOKSQlwdVXw4gRLnZSYYkvFA434NxGBDWACcBhsjr+lkA8znMo7ElkbUTgWLVzFX0n9OXn9T/Tp0kfXu/2uoWJMIw8kpHhOv1Zs9xoYdYs2OhJyFuliguW1749nHUWtGgBpUpFRs5gBA8MRvTRjkDmXEGKqk7LmwjBI9oVgaryweIPuO3b24iRGN688E16N+kdabEMo1ig6kJqz5rltp9+gj/+cGXx8dCypVMMZ54J7dpBjRqRlTcvBCVVZWEhmhXBzoM7GfjNQD5N+ZRz6p7D+5e8T91KdSMtlmEUa7Ztg59/hv/9zymG+fNdkh5wJqVMpXDmmS4Ca8jCbW/aBL16ucTS+cgAFIww1EYh4PuV3zN+2Xie7vw09555r80HGEYYSEhwyXZ6eNJ0pKW5nAuzZzsFMWUKjB3rysqUcauf27Z1q6LbtoVatYIkyNChThsNHQqvvx6kizpsRFDIydAMlmxZQrOaLr7fqp2rLGeAYRQiVJ33zuzZMGeOy9y2cGHWqKFOHacUWrd2W4sWUK5cHhvZtMkNP9LSoHRpZ7/K46jARgRFmEemP8JLs19i+W3LSaqYZErAMAoZIlCvntuuvtodS0tzymDOHKcg5s1zMZPAeTI1auRGDq1auXmHpk2hZMkcGhk6NMuNKT096KMCGxEUUo5mHCUuJo7N+zbz3Z/f0b95f8sdbBQvCmjzLmps2+YUwrx5MHeu27Zvd2UlSjhl0LKl21q0cCG44+M5djSQST5GBTZZXIQ4mnGUR6c/yi8bfuGHa36weQCj+DJoELz1FgwcGHSbd1EgMynPvHluAjpz273blcfHu1DcLxwYxFkr3iHOO4FUfLyLz52Hz81MQ0WELfu20PuL3kxfM50bTr+BIxlHTBEYxZNNm2D0aGfuGD0a/vOfqBgVeJMZGrxuXbjCk4klIwP++gt+/dVNSP/6K1RZOJu4jGwxtw8fdjPVQcIUQSFh1tpZ9Py8J7vSdjGmxxiubX5tpEUyjNARYpt3USUmBk4+2W09e7pjqgtZvcYphnr1nNko2JhpKELUfKEmW/ZvOe541dJV2X7f9ghIZBhhIkg2byNvBCNVpRFkfCkBgB0HLR+fUczxHg1kkjkqMCKCKQLDMMLL7NnH55kMss3byBs2R2AYRnhZuDDSEhjZsBFBGEnPSOfJmU+yae+mSItiGIbxDzYiCCOrdq7iqf89RekSpSMtimEYxj/YiCAMbNizAYCTq57MkluWMLjdYGqU9R2/1t9xwzCMUBHSEYGIXAAMA2KBUar6TLbyPsD9nt19wC2q+lsoZQo3E5dP5Jrx1zC823D6N+//T6ygzfeEPaePYRiGT0I2IhCRWOB1oCvQCOgtIo2yVVsNnKuqTYGhwMhQyRNuVJWnZz3NpZ9cSuPqjelyYpdIi2QYhuGTUI4IWgMrVXUVgIh8DPQAlmZWUFVvf7FfgMQQyhM20o6mceOkGxm3ZBxXN7maUd1H2byAYRh5Z/VqWL7cBSUqXRr69QtJM6FUBLWB9V77qUCbHOrfAHznq0BEBgADAJKSkoIlX0jYtHcTl3xyCXM3zOXJTk/y4FkPWtRQwzB88+efsGiR6+jXrnWvf//tEigD/Pvf8OGH7v3ppxdJReCr9/MZz8KTE/kG4Cxf5ao6Eo/ZqGXLloU2Jsavm36lx8c9+Pvg34y/ajyXnnpppEUyDCOSrFjhsop5d/Tr1rnAQRUqwKhR8Nxzrm758i4CXVKSW2AXHw/33Qe33uqOhzD8RigVQSpQx2s/EdiYvZKINAVGAV1VtcjGV/h+5fdc/unlVC1dlZ+u/4nmNZtHWiTDMEKBqguRERsLK1fCV19ldfCZ2/TpLvvMDz/A7be7UKMnnOA6+ZYtXZylChXgllugTx93vFKl49tq1iwstxRKRTAPOFlE6gEbgF7A1d4VRCQJGA/0VdUVIZQl5NStWJezk85mzCVjqFnOAmcZRpFl/37XcZcp457i33332E5+/XqYNAn+9S9ISYHBg6FsWdeZ160LZ5yRlW6sd2/o1g0SEz1ZZrKRnBzWW/NHSKOPikg34BWc++i7qvqkiAwEUNURIjIKuBxY6znlqL/oeJkUpuij6RnpfLb0M3o27mnzAIZRFDhyBDZuhFKloEYN2LoVHn88q4PPtNGPGgU33OASArRqlfU0n5TkkhBfe61LIXbwoNsqV3bKoxATscQ0qvot8G22YyO83t8I3BhKGULJh0s+pN/EfiSUSaBz/c6RFscwopuMDJcPcv16lx3+lFPgwAG47jp3bP16pwQyMuCRR+Cxx1znPW5cViffrp17bdXKXbNZM2fGKVHCd5ulS7utiFPsQ0z4i/tfo2yNfC/qUlVEhD5N+1C9bHVTAoYRalRh507XmaemOlNMhw6urGtX532zfn1WVNPrr4d33nGddEqKe/rv3Dnrib5tW1cvIcFd1x+xsW4r5hR7ReAv7r+/47mxdNtSrp14LZ9c8Qn1K9eny0m2UMwwCoSqS9Sb2cmvX+/s6f37u/IuXZznzYEDWeecf36WIqhQwT3BX3aZ6+Tr1HETteCe+H//PZx3UyQp9oogmPy07ie6f9SdknEl2Xtob6TFMYyiwa5dbtI1NTVrO3oUnn7alXfrBt9/f+w5jRplKYJ27Zw9PrOTr1Pn2EnWTz4Jw00Ub0wRBMjE5RPp/UVv6lSow+RrJlOvcr1Ii2QYhYNVq2DxYtiwIauj374dvv3WPZHfcQd88EFW/ZgYaNAgSxFccw2cd15WJ5+YCLVqZdUfMiSst8OmTdCrl1MwUZI60xRBALw1/y0GfTuIVie04uurv6ZamWqRFim6icI/atg5eNCZZ2JjXSf/ww+ug9+wIavD/+035y0zalRWp16iBNSu7ba0NGejv/lmuPhi18HXru06+TivrqdPn8jcoz+GDnWmqKFD4fXXIy1NWLAw1DmgqgyZMYSB3wzkgpMuYGq/qaYECgPef1QjdzZtgnPPhc2bncfMli3OLXL3blc+fz7ceKObdG3aFKpWdT70KSmu/Kef4N57XYe/ZInr3Dt2dK6YAAMGuGts3uw6/9Wr3feT6U3Tvj1ccYWboK1T51glUNjYtAlGj3af0+jR7p6igGKvCDLj+9fcCzNGQ429xx73R3pGOjd/fTOP/fgY1zW/jok9J1I2vmzwBfT+kxq5E6V/1FzJ9KpJSYH//hfee8950oAzzcycCSed5BY61awJLVq4Dh6cYvjmG+d6mZwMPXvCE084hQDQt6+z8+/d6wKgTZ3qrl+9uitPTnbXq1HDmX2KMkOHut8WQHp69DxsqGqR2lq0aKH54pZbVGNiVAcNCqj6p79/qgxBH5rykGZkZOSvzRDIFfXccotqfLwquNdo+NyOHFFdskT1hx9U33tP9ZlnVO+4Q3XyZFe+bJlqyZLuM/He3npLdePGrLLYWNXbb1cdPlx1/HjVzZsje1+FjY0bVUuVOvYzLF1addOmSEsWFID56qdfDenK4lCQr5XFmzZB/fpZNstVq3K1LasqM9fO5NzkcwsgbfDlimq8P69MiurndvSou49y5dyT5+jR7v42b3avmzY5c8rdd7uVrplP55lUqOAWRN11lzPxDB3q7O8nnJC11a7twh+8805WELMbb4wau3eeGTQo67PKpBh9ZjmtLI74E35et3yNCAJ8ivz7wN960YcX6e9bfs97G/khGp9uC4L355W5FabPbcMG1XbtVGfMUJ06VfWnn7LKBg1S/de/VJs2Va1eXVVEtV8/V5aR4Z48QbVKFdVGjVQ7d1YdOTKr/OOPVX/8UXXFCtW9ewOTp5g/4Qad5s2PH1WBO14MIKpHBHl4ilyzaw2d3uvEsAuG0b1h9yBJXHC5DA+nn+5it2eneXNYuDC0ba9c6Xzht251NvUtW6BiRXjgAVfeqRPMmOG6jkw6dXL2dHCTqwcOuO+2Vi332qoVXHihK9+wAapVywpWFgyK+ROukTciFmuoUOA9+ZNJ5iSQ58+wZd8WEsomkFwpmWW3LqNkXBD/jAWQy8hGMDp7VTfpuW2bm1xt6flffPYZ/Pyz6+gzO/syZeCXX1z5oEFuEjaTuDi30ClTEbRrB7NmOZNPfDx89NGxIYSnT89Zrtq1C35v2Zk9+1glAG7/55991zeiluKvCHL5Myzfvpzz3j+Pa5tdy5OdnwyPEghALiOPbNrkntq3b3ed/LZt7v0LLzhf+CefhBEj3PFDh9w58fFuRCYC330Hn3/uPGGqV3ejNe9seEOHwkMPOc+Y6tWd/7y3h8zOncfuT53qQh5EklCPkoxiQ/E3DeXA71t/p/P7LmDcf/v+l6Y1mgblukY+OXwYduxwk6M7dritUydngpkxA95/3x3bvj3rdfFiNzE6dKiLKOlNuXLOnFOlCowd6zrn6tVdoLGEBPe+SxfXgaen5z+4mJn5jCJAdJuG/LBw00LO/+B8SsaVZGq/qZxS7ZRIi1T4yM8K3owMZ3rZudNtdeu6jnj1amd+2bnTdfSZnf0LL7hEHh99BFdfffz15s51tvR165xppmpVZ0tv1sy9z+y8e/VyC5YSElx5tWou5nwm11zjNn8UJMKkmfmMIk5UKoK5G+bSZWwXKpSswLR+0zixyomRFqlwoOrMJrt3w5498OCDzu49dKjb3n/fLSzavTvr9eab3VP1ggUuXszu3cdOmH78sVugtHo13H+/s61XreqUQ5UqWatTmzVzbVStmlVetSo0bOjK+/XLOXH3ySe7LRKYmc8o4oRUEYjIBcAwXIayUar6TLZy8ZR3Aw4A/VX111DK9NO6n+g6risJZROY1m8adSvVDWVzoSUjI2tyEtzy/337jt1OPBHOPNN1uPfd557Wvberr3Z5U7dudbFgMjtmb0aPdhmZ/u//3H758i6/asWKWWEKatZ0K1ArVXL284oVXWfeurUrP/tsJ0+ZMr4zOTVqlBU6uKhhtnijiBMyRSAiscDrwPm4RPbzRGSSqi71qtYVONmztQHe9LyGhOmrp9P9o+7UrlCbqf2mklghMf8Xy+yE09OzYqps3+7ynR4+7LZDh1wnfdpprnzmTNfhpqW5skOHnJ36iitc+TPPuGBeaWku6NeBA8418tFHXfnZZ7tY7fv3u+3gQRewa+xYV96mjTvmzYABThHExroOvWxZ15GXK+c660wlUrEi3HOPK6tYEb74wsmbeY+jRztzToUKvs0otWvDq6/6/7xKlPCf5ckwjIgSyhFBa2Clqq4CEJGPgR6AtyLoAbzvWezwi4hUEpFaqrop2MKkZ6Sz5Par+G3+EepWzCBu+HnOhFGypJtwBLcK84svXCefkeE6wCpVYKlH5J49YeJE1zlm2oTr14e//soqnzbt2IabNcvyfb/nHpg379jyzIBc4LxW1qxxtu3Spd3Ts7fnSpMm7gm/bFlXVrbssS6KH3/sOvZy5bK2zBWpMTHOnOOPkiXhqafc+02b3IrWo0fd/uHDLrbMo49GRbYmw4g2QqkIagPrvfZTOf5p31ed2sAxikBEBgADAJK8O8Y8EBsTS+9/3U35+NnElSiVeeGsJ2JwOU47dXKdZuZWoUJW+YUXuo4/NjbrCbdKlazywYPdhGR8fNbmXf7++65zLVkyayvrFcguN2+oN97Iufzii3MuDxSb/DSMqCKUisCHIZjsvqqB1EFVRwIjwbmP5leghDsegDtyqDBggNv8kdNkJWStEvXHKUXEM8kmPw0jqgilIkgF6njtJwIb81HHCDc2+WkYUUUog4fPA04WkXoiEg/0AiZlqzMJ6CeOtsDuUMwPGIZhGP4J2YhAVY+KyG3AZJz76LuqmiIiAz3lI4Bvca6jK3Huo9eFSh7DMAzDNyFdR6Cq3+I6e+9jI7zeK3BrKGUwDMMwcqaI55UzDMMwCoopAsMwjCjHFIFhGEaUY4rAMAwjyily+QhEZBuwNp+nVwO2B1GcooDdc3Rg9xwdFOSe66pqgq+CIqcICoKIzPeXmKG4YvccHdg9RwehumczDRmGYUQ5pggMwzCinGhTBCMjLUAEsHuODuyeo4OQ3HNUzREYhmEYxxNtIwLDMAwjG6YIDMMwopxiqQhE5AIR+UNEVorIAz7KRURe9ZQvFpEzIiFnMAngnvt47nWxiPwsIs18Xacokds9e9VrJSLpInJFOOULBYHcs4h0EJFFIpIiIj+GW8ZgE8Bvu6KIfCUiv3nuuUhHMRaRd0Vkq4j87qc8+P2XqharDRfy+i+gPhAP/AY0ylanG/AdLkNaW2BOpOUOwz2fCVT2vO8aDffsVW8aLgruFZGWOwzfcyVcXvAkz371SMsdhnt+CHjW8z4B+BuIj7TsBbjnc4AzgN/9lAe9/yqOI4LWwEpVXaWqh4GPgR7Z6vQA3lfHL0AlEakVbkGDSK73rKo/q+pOz+4vuGxwRZlAvmeA24EvgK3hFC5EBHLPVwPjVXUdgKoW9fsO5J4VKC8iApTDKYKj4RUzeKjqTNw9+CPo/VdxVAS1gfVe+6meY3mtU5TI6/3cgHuiKMrkes8iUhu4FBhB8SCQ77kBUFlEZojIAhHJJdF2oSeQex4OnIpLc7sEuFNVM8IjXkQIev8V0sQ0EUJ8HMvuIxtInaJEwPcjIh1xiuCskEoUegK551eA+1U13T0sFnkCuec4oAXQGSgNzBaRX1R1RaiFCxGB3HMXYBHQCTgR+K+IzFLVPSGWLVIEvf8qjoogFajjtZ+Ie1LIa52iRED3IyJNgVFAV1XdESbZQkUg99wS+NijBKoB3UTkqKpODIuEwSfQ3/Z2Vd0P7BeRmUAzoKgqgkDu+TrgGXUG9JUisho4BZgbHhHDTtD7r+JoGpoHnCwi9UQkHugFTMpWZxLQzzP73hbYraqbwi1oEMn1nkUkCRgP9C3CT4fe5HrPqlpPVZNVNRn4HBhUhJUABPbb/hI4W0TiRKQM0AZYFmY5g0kg97wONwJCRGoADYFVYZUyvAS9/yp2IwJVPSoitwGTcR4H76pqiogM9JSPwHmQdANWAgdwTxRFlgDv+RGgKvCG5wn5qBbhyI0B3nOxIpB7VtVlIvI9sBjIAEapqk83xKJAgN/zUGCMiCzBmU3uV9UiG55aRD4COgDVRCQVeBQoAaHrvyzEhGEYRpRTHE1DhmEYRh4wRWAYhhHlmCIwDMOIckwRGIZhRDmmCAzDMKIcUwSGYRhRjikCo1ghIlU9IZgXichmEdngeb9PRN4IQXtjRGR1pl+7Zz9s4a5FpKcnHPHX4WrTKH4UuwVlRnTjCZ3RHEBEhgD7VPWFEDd7r6p+HsoGRCRWVdOzH1fVT0RkC3BPKNs3ijc2IjCiAk+ylq8974eIyHsi8oOIrBGRy0TkORFZIiLfi0gJT70WIvKjJ4rn5DyE+j1HXPKfVZmjA084gOdF5HdPOz2zy+XZHy4i/T3v14jIIyLyP+BKEblDRJZ6kpF8HMSPx4hybERgRCsnAh2BRsBs4HJVvU9EJgAXisg3wGtAD1Xd5um4nwSuD+DatXDRXU/BxYX5HLgMN1JphguAN88TEC430lT1LAAR2QjUU9VDIlIp4Ds1jFwwRWBEK9+p6hFPfJpY4HvP8SVAMi5w2Wm4kMZ46gQa2GuiJx7+Uk8QNHCK4SOPeWeLuBSSrYDcQiV/4vV+MTBORCYCEwOUxTByxRSBEa0cAlDVDBE5ollBtzJw/wsBUlS1XX6v7UGyvWbnKMeaaEtlK9/v9f5CXBrDi4H/iEhjVS2ymbiMwoPNERiGb/4AEkSkHYCIlBCRxgW43kygp4jEikgCrkOfC6wFGolISRGpiCeccnZEJAaoo6rTgftwuYnLFUAew/gHGxEYhg9U9bBnovdVTwcdh8t4lpLPS04A2uGSrytwn6puBhCRT3Fmnz+BhX7OjwXGemQR4GVV3ZVPWQzjGCwMtWEUABEZA3wdavfRXGToANyjqhdFSgajaGOmIcMoGLuBoZkLysKNx5vpDWBnJNo3igc2IjAMw4hybERgGIYR5ZgiMAzDiHJMERiGYUQ5pggMwzCinP8HMsEb2Ymlg6gAAAAASUVORK5CYII=\n", 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T9p3ZZ2aG75fTU46GrA5CRN4TkW0i8oef7UO8JhL6Q0SSRKSUZ9t6Efnds21hqGIMlSuugG+/hQ0boE0bWLMm3BEZY/KD9KYcbdasGXfccQcdOnRgxYrgzK8WyieIscBI4ANfG1X1BeAFABG5DLhXVXd57XK+qu4IYXwhdcEF8NNPbpC/tm1h+nRo2DDcURljgiWQT/z+9i9TpEymjwf/U45u2rSJFi1aMGrUKF5++WUSEhKoX79+pt8/rZA9QajqLGBXhjs61wEfhyqWcGneHGbPdh3r2reHmTPDHZExJi/zN+XookWLWL16Nbfccgs//fQTnTp1Csr5wt7MVUSKAJ2ByV6rFfhORBaJSN8Mju8rIgtFZOH27dtDGWqW1KsHv/4KFStCp04waVK4IzLG5FXeU46ee+65NGrUiG3btrFo0SJeeukl3nvvPQoXLszBgweDcr7cUEl9GfBrmuKlNqq6WUTOBL4Xkb88TySnUdUxwBiAZs2a5cpRkapUgV9+cSPBXnstbNkCd94Z7qiMMXlR2ilHwT1Z7Nixg4iICOrVq0dcXFxQzpUbEkRP0hQvqepmz9dtIjIFaAH4TBB5RalS8MMPcP31biTYzZvhmWds/CZjTPZ98803IXnfsBYxiUgJoAPwude6OBEplvI9cAngsyVUXhMb64YL79cPnnsO+vSB48fDHZUxxvgWsicIEfkY6AiUEZEE4DEgGkBV3/TsdgXwnap6F5jFA1PEfbSOAj5S1WmhijOnRUbC6NGuTuLRR2HrVlcvUaxYuCMzxphThSxBqOp1AewzFtcc1nvdWiBfNwhNGZqjQgX3NNGunet1XbFiuCMzxphUYW/FVJDdeqtLDP/8Ay1bwvLl4Y7IGGNSWYIIs06dXAsnSO1QBzB+PFSr5oYUr1bNvTbGmJxkCSIXaNgQ5s6F6tXh0kvdYH99+7qhOlTd1759LUkYY3KWJYhcolIl1+v6oovcpEOHDp26/dAheOih8MRmjCmYLEHkIsWLw5df+t++cWPOxWKMMZYgcpnoaNfz2hd/640xJhQsQeRCzzzj5rn2FhMDTz8dnniMMblLTk05agkiF+rVC8aMgapVXZ+JyEhISnI9sY0xBdu4ceN4/vnnmTx5MsuXL2fp0qUUSfuJMkhENVeOb5clzZo104UL89z8QhnauhUuv9y1dHr6afjf/2wMJ2Ny2p9//km9evVSV3TsePpO11wDAwa4ViVdu56+vU8ft+zYAT1OnVEukPkA9u3bR/Xq1VmwYEGWZpU77RoAEVmkqs187W9PEHlAfDzMmAHXXedaMvXqdXorJ2NM/pfTU47mhtFcTQBiYlw/iHPPdUli1SqYMsUqro0Jm/Q+8Rcpkv72MmWyNINYelOOTpw4kV9//ZXk5GTi4uJ4/vnnM/3+aVmCyENEXPHSuee6YcObN4fJk10PbGNM/udvytHffvuNefPm8frrrwNw7NixoJwv3SImESkVwFIyKJGYgHXrBvPmQYkSbu7rMWPCHZExJif4m3J07Nix3HPPPSf3K1SoUFDOl9ETxGbPkl6VaCRgBR05rF49mD/f1Uv06wdLl8Krr0KQ/i6MMbmQ95SjSUlJnDhxghtuuIEjR44QFZV6O09KSiIyMjLb58soQfypqo3T20FElmQ7CpMlJUvCV1/Bgw/C8OGwbJmbW6JChXBHZowJFV9Tjq5YsYJBgwZRtmxZ9u/fzyuvvELJkiWzfa6MEkSrAN7D5z4i8h7QDdimquf42N4RN5PcOs+qz1T1Cc+2zsBruKeTd1T1uQDiKJAiI+H556FJE7jlFmja1CUJq5cwpuCoX78+H3/8ccY7ZlK6dRCqesTfNhHZmME+Y4HOGZx/tqo28iwpySESGAV0Ac4GrhORszN4nwLv2mtdvUSxYnD++TBihBsJ1hhjsio7/SDS7aqlqrOAXVl43xbAGlVdq6rHgAlA9yy8T4FzzjmwYIHrn3PXXdC7t/WXMMZkXXYSRDA+n7YSkWUi8q2I1Pesqwhs8tonwbPOJxHpKyILRWTh9u3bgxBS3laihOsf8eST8NFH0Lq1m7HOGGMyK906CBG5z98moGg2z70YqKqqB0SkKzAVqI3vJxO/yUhVxwBjwA21kc2Y8oWICHj4YVcf0auXq594/3248spwR2ZM3qaqSB4d5yYrwypl9ARRzM9SFFeJnGWquk9VD3i+/waIFpEyuCeGyl67VsI1tTWZ1KULLF4MdevCVVfBfffB8ePhjsqYvCkmJoadO3dm6UYbbqrKzp07iYmJydRxGbVi+huYrqo7sxyZHyJSDtiqqioiLXDJaiewB6gtItWBf4GewPXBPn9BUa2am6lu0CB45RU34N/EiVC5coaHGmO8VKpUiYSEBPJqUXZMTAyVKlXK1DEZJYgqwCQRiQZ+BL4F5msAKVREPgY6AmVEJAF4DIgGUNU3gR7Af0XkBHAY6Ol53xMiMhCYjmvm+p6qrsjUVZlTFC4MI0dCu3ZuvuvGjd24Tp06hTsyY/KO6OhoqlevHu4wTir3Yjm2Htx62vr4uHi2DN4SlHMENNy3iBQDLsI1W20B/AlMwz1dnB5hmOTX4b6DadUqN8rwihWug92wYRBlI3IZk+fI4/7rQvSxwIvBsj3ct6ruV9UpqtrP07P6KaAs8EHAUZhcoW5d11+iTx83t0THjrBpU0ZHGWMKoowG62viawFigBmqaoUUeVCRIvDee/Dhh254joYN4Ysvwh2VMSa3yahw4aV0tilwQRBjMTmsVy9o0cL1wu7e3XWuGz7c1VkYY0y6CUJVz8+pQEx41K4Nv/0G998Pr78Ov/wCEya49caYnKkMzq0CqoMQkWgRuUtEPvUsAz0tm0w+ULgwvPYaTJ0K69a5Vk7vvWdjORkD+EwO6a3PKfFx8ZlanxWBtl8ZjWui+obndW/PutuCFokJu+7dYflyuPFGuPVW+OYbNxlRqVLhjswYk1ZOPL0EOhZTc1W9SVV/8iw3A81DGZgJj0qV4Pvv4bnn4PPPXQV2FqbONcbkA4EmiCQRqZnyQkRqAEmhCcmEW2QkPPCA63VdpIib1nToUAjSNLfGmDwi0AQxBJghIjNF5GfgJ2BQ6MIyuUHTpm4sp1tvdZMSnXcerFwZ7qiMMTkloDoIVf1RRGoDdXGjrf6lqkdDGpnJFeLi4O233RwTffu6kWGfe841iY3IzmDxxuQR8XHxflsxhZqqsn7PemKjYylXtBz7ju5j1PxRbD+03S0H3dfPe35OpeKZG2cpEAElCM8sb52Aap5jLhQRVPXloEdkcqUrroBWreD22+Hee13HurFjoUqVcEdmTGgFuzJYVdl5eCf/7vuXzfs3k3ggkS0HtpC4P5HEA27pWLUjT1/4NIpSZ2QdBrcazLMXPcuJ5BM8+NODxEXHUTauLGWLlKVc0XIcTwrNMM2BtmL6EjgC/A4khyQSk+uVKwc9e8KcOTBjhhsptm9fGD0a8ugQ+cYEVVJyElsPbmX/0f3ULVMXgGdnP0uxwsUY2GIgAPEvxrP90OkjwpYoXILyxcpTvmh5SsaUBCBCIvjg8g84u6ybdfmMmDM49OAhYqNjc+R6Ak0QlVS1QUgjMbne+PEuIaRMY6oKb70FixbBV19BfOifuI0Ju/V71vP3zr/ZsHcDG/ZscF893/+7/19OJJ+gftn6/DHgDwB+3vAzZePKMhCXIIa0HkLhqMJUKFaBCsUqUL5oecoVLef3pn/duded/F5Eciw5QOCjuT4P/Kiq34U+pKyz0VxDq1o12LDB97bSpWHUKLjmGnuaMHmXqrL90HbW7V5Hy0otARi9YDSzN87mo6s+AqDTh5347h93K4yQCCoWq0jVklWpWqIqVUpUoXLxytQsVZNLal4StuvIjPRGcw30CWIuMEVEIoDjuIpqVdXiQYrR5AEbN/peLwI1a7rip0mT4I034MwzczY2YwKlquw4tIPVO1efXNbsXsM/u/5hza417D+2H4C9Q/dSvHBx9h/bz9aDW09ON/p4x8d5sO2DVC1ZlYrFKhIdmX8HlQj0CWItcDnweyCTBXmOeQ/oBmxT1XN8bO8FPOB5eQD4r6ou82xbD+zH9bU44S+7pWVPEKHl7wmialVYswZefBEeewyKF3dJ4uqrczxEY06zeudqJq2YxMAWAykRU4KnZj3FIzMeObk9KiKKGmfUoOYZNalVqtbJrxfWuJCYqMxN0ZkXBeMJ4m/gj0CTg8dYYCT+54xYB3RQ1d0i0gUYA7T02n6+qu7IxPlMiD399Kl1EOA60j39tJt0aOhQuOwyN9fENde4iYlGjrS6CRNaR04cYdWOVazYvoIV21awYvsK/trxF6O6juLCGheyeudqHp7xMJfUvITmFZtzSc1LKFaoGHVK16FO6TpULVmVqAibNcuXQH8qicBMEfkWONn/Ib1mrqo6S0SqpbN9jtfLuUDwG/GaoOrVy3196CFX3FSliksOKesB6td3o8MOHw6PPw4//ujmwr7xRqubMMGRuD+Rtxa9xfKty1mxfQVrdq0hWV3jyqiIKGqXqk39M+tTJLoIABfVuIj9/9tP0UJFAWhRsQUtKrYIW/x5SaBFTI/5Wq+qj2dwXDXgK19FTGn2Gwycpaq3eV6vA3bj5px4S1XHZBgkVsSU2/z1l5sD+9df4ZJLXIunatXCHZXJC/Yf3c/+Y/upUKwCB48d5IIPLuDmRjfTv1l/1u1eR60RtahVqhbnnHkO9cvWp37Z+pxz5jnULl2bQpGFwh1+npLtIqaMEkF2iMj5wK1AW6/VbVR1s4icCXwvIn+p6iw/x/cF+gJUsV5bucpZZ8GsWa6fxNChcM458OyzMGCAG+/JGIAdh3awaPMiFicuZsmWJSzdspQ1u9ZwTf1rmNBjAnGF4qhYrCIlCpcAoFrJauz/3/6TTwgmdNJ9ghCRYao6LN03SGefjJ4gRKQBMAXooqqr/b0/cEBVX0wvDrAniNxs40bo1w+mTXNjOo0ZA+eeG+6oTLiMmDeCmRtmsmjzIjbsTW35UL1kdRqXb0yj+Ea0q9qOjtU6hi/IAiI7TxC3ici+9N4b6AkMy0JQVYDPgN7eyUFE4oAIVd3v+f4S4InMvr/JXapUcfNLjB/vhupo0gQGD4ZHHnEV3Sb/OZ50/GQT0Bd+fYE5CXOYcu0UAKaumsqGPRs4r9J53NH8DppVaEbj8o1P9iA2uUNGCeJtoFgA+5xGRD4GOgJlRCQBeAw36RCq+ibwKFAaeENc7WVKc9Z4XJ+LlPg+UtVpgVyMyd1E4IYboEsXGDLEDfo3caIrgurUKdzRmexK2JfAb5t+Y86mOcxJmMPyrcvZNngbxQoXIyoiiqiIqJN9Cab1mpav+w/kFwFVUucVVsSUt8ycCf37w6pVcN11rrWTNYnNG5KSk1i2dRm/bPzFJYRNc9i0bxMAMVExtKjYgpYVW3J/m/spU6RMmKM16QlGPwhjgq5jR1i2zD1JPPMMfPutazbbr59VYuc2x5KOMTdhLrVL1aZ8sfJM+GMCN0y5AYDKxSvTunLrk0vD+Ib2dJBP2BOEyRVWrYI77nD9Jpo2dcVOzW1S27A5fPwwcxPmUqxwMZpVaMba3Wup+XpNRnUdxYDmA9h6YCs/rvuRdlXaUblE5XCHa7IhvScISxAm11B1dRL33Qdbtrhe2888A6VKhTuy/O9Y0jHmJczjx3U/MnP9TOYmzOVo0lGuP/d6xl85HlXl2zXf0qpSK86IPSPc4ZogynaCEJGywO2kThgEgKreEqQYg8ISRP6wb58b02nECDjjDDfdaZ8+NoNdsP2+9Xe+X/s9P677kZ/X/8zB4weJkAgal2tMx2od6VitI22rtM2xlkXlXiznd+a2YE/aY1IFI0HMAWYDi3AD6AGgqpODFWQwWILIX5Ytc53q5syBFi1cwmhhIyRk2dYDW1mcuJgutbsA0GFsB2ZtmEXd0nW5qMZFXFj9QjpW6xi2JwR53P9YLPpY/inpyG2CUUldRFUfyHg3Y4KnYUOYPdv1nbj/fmjZEm65xRU7WWunjB1POs6vm36lVaVWFI4qzKtzX+XF315k5/07KV64OCO6jKBUbKmQzGVs8odAH9q/EpGuIY3EGB8iIqB3b1eJPWQI/N//QZ06rkns8dBMw5unbTmwhfeXvM/Vk66mzAtlOH/c+fyy8RcA+jXrx7zb5p0ctK5BfANLDiZdgRYx7QfigGO4CYMgF04YZEVM+d+qVXDPPW7Ijnr14OWXoXPncEcVPqrK4sTFfLn6S77++2sWbnZ//xWKVeDS2pfStXZXLqpx0cmkkJtZEVN4BGOwvox6UxuTI+rWdUN2fPWVa+3UpYtbXnrJJYyCZPvB7TQZ04SEfQkIwnmVzuOp85/i0jqX0jC+IeJnfHWrDDaBCrijnIj8B2jveTlTVb8KTUjGpE/ETUzUqZObkOiJJ9zAf//9Lwwb5ubHzq8GfD0AgDcufYMyRcrQrXY3WlZqyaW1L6VsXNmA3sNXckhvfU6Jj4v3m7hMeARUByEizwF3Ays9y92edcaETaFC7ilizRo4/3yXLMqUcf0mxo0Ld3TO+PFuDoyICPd1/PjAj915aCfvL3mf2764jZSi4LjoOOKi4wAQEUZ3G02fRn0CTg652ZbBW9DH9LTFnmrCJ9AniK5AI1U3bZOIjAOWAENDFZgxgZo+3TWFTbF7N9x8MyxaBK+9Fr6Z7MaPP3WK1g0b3Gs4dRY+b9sPbuezPz/j0z8/Zca6GSRpElVLVGXbwW3EF43nhUteyJngjSHwSurlQEdV3eV5XQpXzNQgxPFlilVSF0zVqrmbry8tW8KLL0Lbtr63h5K/uKpWhfXrU1/vOryLKX9OYeKKify07ieSNIk6petwVb2ruKreVTQp38RvfUJWWGWw8RaMfhDPAktEZAZuDoj2wP+CFJ8x2bJxo/9tmzZBu3Zw+eVuUMC6dXMsLL9xea9fkriEFu+04ETyCWqeUZMH2jzANfWvoUF8g6AmBWOyIqA6CFX9GDgPN8HPZ0ArVZ0QysCMCZS/mWarVoW//4annoIffoD69d3w4ps3hzMupUivG3l8ppvF99z4cxnaZigLb1/I33f+zdMXPk3Dcv5bIAWDv0pfqww2aWU05ehZqvqXiDTxtV1VF4cssiywIqaCKW1ZP7hZ6saMSS3r37bNtXZ66y2Ijoa773a9s88I4agS48fD7X2Vw6V/g0pz4bf7KFIEmjx5Exc3rcmjHR4N3cmNCVB6RUyoqt8FGOP5OsPH8lMGx74HbAP+8LNdgNeBNcByoInXts7AKs+2oemdx3tp2rSpmoLpww9Vq1ZVFXFfP/zQ937//KPaq5fbr2RJ1eeeUz14MPjxbNizQZ/8+Ukt93RtZRjKg3FaufZuv3EZEy7AQvVzTw20kjpGVY9ktC7N9vbAAeADVT3Hx/auwJ24FlItgddUtaWIRAKrgYuBBGABcJ2qrswoTnuCMIFatgwefNB1uqtQAR5+GG691TWdzaqDxw4y+c/JjFs2jhnrZqD4/t+yDmkmN0nvCSLQsZjmBLjuJFWdBexKZ5fuuOShqjoXKCki5YEWwBpVXauqx4AJnn2NCZqGDeHrr+Hnn11rowEDXAX2++/DiROZe68tB7bQ98u+lHupHDdNvYn1e9YzrOMwv/uHu0OaMYFKN0GISDkRaQrEikhjEWniWToCRbJ57orAJq/XCZ51/tb7i7GviCwUkYXbt2/PZkimoGnfHn75xU13Wrq0Gy327LPh448hOdn/cbsO7+L3rb8DUCS6CFP/mkqPs3swq88s1ty5xuoXTL6QUTPXTkAfoBLwstf6/cCD2Ty3r2Yams56n1R1DDAGXBFTNmMyBZCIG/CvUyf4/HN45BG4/no3rPiwYXDFFadPVtR1fFeOJR1jcb/FFC9cnIT7EigUmY3yKWNyoXQThKqOA8aJyFUa/MmBEgDvyWwrAZuBQn7WG+NTsAafE3H9Jf7zH/jkE5ccevSAsxvvpVX//+OPiA/5rvd3FC9cnOEXD6dE4RInj7XkYPKjQEdznSwilwL1gRiv9U9k49xfAANFZAKuknqvqiaKyHagtohUB/4FegLXZ+M8Jp8L9uBzERHQsyfUbLuY+yeN5uddH7Ey8RCxu5rz/qebufO64rSv2j7jNzImjwt0sL43gWtxrY4EuBqomsExHwO/AXVFJEFEbhWR/iLS37PLN8BaXFPWt4EBAKp6AhgITAf+BD5R1RWZvTBjsuJ40nEm/DGB1u+2psW7TZl/+CNuaXY9T1VeSJXp87nnhrNo2NA9YSQlpf9e1iHN5HUBj8Wkqg28vhYFPlPVS0IfYuCsmWvBFIyxhZI1madnPc3ohaNJPJBIrVK1GNh8IDc1uomSMSUBlxA++cR1uPvrL9fq6X//c/UV0dHBuBJjcl4wmrmm9Hc4JCIVcLPKVQ9GcMaE08a9bmCkCIng5w0/07BcQ76+/mtWDVzF3efdfTI5AERGwnXXwR9/wKRJEBMDffq4KVDffBOO+O0VZEzeFGiC+FJESgIvAIuB9cDHIYrJmBwxcv5Iar5ek4R9CQB80+sbvu31LV1rdyVC/P9rREa6yuslS+DLLyE+3k1WVKOGmwJ1//6cugJjQivDBCEiEcCPqrrH05KpKnCWqlpDb5MrBFrWf+j4Id5a+BZzNrk+nt3qdOPZC5+leGE3tXpmWyKJQLdu8NtvbjDAunVh0CA3SOCjj4J1yzF5XaB1EL+paqsciCdbrA7C+LLz0E5Gzh/JiPkj2Hl4J3e3vJtXO78aknPNnQvPPw9Tp0JsrBu+Y9Ag11vbmNwoGHUQ34nIVWID1Js8ZNPeTdw77V6qvFqFYT8Po1XlVvzc52de6fRKyM553nkwZQqsXOmayr75JtSqBTfc4IqkjMlLAn2C2A/EASdwFdYCqKoWD214mWNPEAZg5faVDP91OON/H4+qcv2513N/m/s558zTxowMuU2b4JVX4O234cABuPBC90TRuXP4pkI1xlt6TxABJYi8whKE+WTFJ1z76bXERsVye5Pbua/VfVQtmW6XnRyxZ4+bn+L11+Hff93kRYMGuSayhQuHOzpTkGW7iElEfgxknTHhMC9hHrM3zAbgkpqXMKzDMDbeu5HXuryWK5IDQMmSboKitWvhgw9cS6hbbnEV2k884SY0Mia3yWhGuRjcqK0zgI6kDqRXHPhWVeuFOsDMsCeIgidZk6n/Rn3KFS3HjJtmhDucgKm6lk+vvOJGki1c2M1+d/fd0KBBuKMzBUl2niD6AYuAszxfU5bPgVHBDNKYQM3ZNIcen/TgwLEDREgEk66exBc9vwh3WJkiAhdf7CYs+vNP9zQxYYKbp+LCC+GLLzIeysOYUEs3Qajqa6paHRisqjVUtbpnaaiqI3MoRmMAmP/vfLqM70Kb99owe+NsVm53kwyec+Y5FCtcLMzRZd1ZZ8Ebb7gK7eefh9WroXt3qF0bXnwRdqU37ZYxIRRwJbWItAaq4TUCrKp+EJqwssaKmPKnJYlLeGzmY3y5+ktKx5bm/jb3c0fzO4grFBfu0ELi+HE3L8WIETBrlutP0asXDBzonjCMCaZst2ISkf8DagJLgZQHX1XVu4IVZDBYgshfVu9czcM/PcyklZMoGVOSQa0GcXfLu/P000JmLVsGo0bBhx/C4cPQtq0b1uOqq6z1kwmOYCSIP4GzNZe3ibUEkX+8OOdFhv4wlJioGO49714GtR50ysB5Bc2uXfDeezB6tGsJVbas66Xdr5/10jbZE4ye1H8A5YIXkjGn2314N3uO7AGgSfkmDGg+gH/u+ocnL3iyQCcHgFKlYPBg+PtvmDYNWreG4cPdAIGXXgpffWWV2ib4An2CmAE0AuYDR1PWq+p/MjiuM/AaEAm8o6rPpdk+BOjleRkF1APKquouEVmPm/s6CTjhL8N5syeIvGvvkb3UfL0mNza8kZc7vZzxAYZNm1wP7bffhi1boFIl91Rx661QuXLGxxsDwSli6uBrvar+nM4xkcBq4GLc/NMLgOtUdaWf/S8D7lXVCzyv1wPNVHVHhgF6WILIW5I1mTmb5tC2SlsA3ljwBm2rtKVBvHUEyIzjx12z2Lffhu++c01ou3SB2293TxdRAU0sbAqqbBcxeRLBeiDa8/0C3LwQ6WkBrFHVtap6DJgAdE9n/+uwOSYKjNkbZnPeO+fR7v12LE50f0oDmg+w5JAF0dGu0nraNPjnHzfL3eLFcPnlUKUKPPigK5oyJrMCHWrjduBT4C3PqorA1AwOqwhs8nqd4Fnn6/2LAJ2ByV6rFTeK7CIR6ZtObH1FZKGILNxuA/Dnen/v/JsrJ15J+7Ht2bx/M2O7j6VRuUbhDivfqF4dnnoKNm50Q443aeL6VtSpA+3bw7hxcPAgjB/vKrcjItzX8ePDHLjJlQJ9+LwD90QwD0BV/xaRMzM4xtdYlf7Ksy4DflVV7y5BbVR1s+c834vIX6o667Q3VB0DjAFXxJRBTCZM9h3dx1OznuLVua9SOKowT53/FPe2upci0UXCHVq+FBXlOtt17w6bN7vxn957z02R2q8fnDiRWqm9YQP09XwE69XL71uaAijQVkxHPcVEAIhIFP5v9ikSAO+qskrAZj/79iRN8ZKqbvZ83QZMwSUok8ckazLvL3mfOiPq8MKcF7ihwQ38feffPNT+IUsOOaRCBRg6FFatch3voqJOb/F06BA89FB44jO5V6AJ4mcReRCIFZGLgUnAlxkcswCoLSLVRaQQLgmcNmCOiJQAOuDGd0pZFycixVK+By7BNbU1ecxLc17ili9uocYZNZh/23ze6/4e5Ypai+lwEIF27Vwy8GXDBvekceBAzsZlcq9AE8RQYDvwO24Av2+Ah9M7QFVPAAOB6cCfwCequkJE+otIf69drwC+U9WDXuvigV9EZBmuae3XqjotwFhNmG05sIUV21YAcFuT2xh/5Xh+veVXmldsHubIDLiKa1+iouCmmyA+3s2AN22aK4oyBVegzVzjgCOqmuR5HQkUVlU/n0XCw5q5hp+q0uitRhSKLMT82+Zjs9TmPuPHuzoH7yeJIkXchEZVq7phPT75BHbvhjPPhOuug969XYW3/Trzn2D0pP4RiPV6HQv8kN3ATP4x/9/5HD1xFBFhZJeRjL9yvCWHXKpXr9RkIOK+jhnj1rdt6+bRTkx0c2u3a+eG92jWzI06O2yYq8swBUOgTxBLVbVRRuvCzZ4gct6OQzsY+sNQ3l3yLi9c/AKDWw8Od0gmyHbvhk8/hY8/hpkz3WRHTZq4J4trr7Ve23ldMJ4gDopIE683bAocDkZwJm9SVcYuHUvdkXUZt2wcQ1oPoX+z/hkfaPKcM85wvbJ/+skN7/Hyy27K1CFDXH1Gu3YwcqR76jD5S6AJ4h5gkojMFpHZwERcBbQpgFbvXM2FH1zIzZ/fTL0y9VjabynDLx5O0UJFwx2aCbGKFeHee2H+fNc7+4knYM8euPNOt+38812RVH6bY7ugdizMzIRB0UBdXAe4v1T1eCgDyworYgqtY0nHGP7rcJ6a9RQxUTE8f9Hz3N70diIk0M8ZJr9audJVbE+cCH/95W6kHTu6IUCuuALKlw93hFmXXqV+fuhYmO3B+jxvYjPKFWA7D+2k/dj2rNy+kmvqX8OrnV6lfLE8/F9vQkIV/vjDJYtJk1yFtoir/L7qKrjyyrxXZ1GtmusjklbVqrB+fU5HE3w2o5zJMlVFRFBV/vv1f7mszmVcWufScIdl8gBV92Tx6acweTL8/rtb36KFe6q44gqoWze8MQYiIsJdS1oikJyc8/EEm80oZ7Jk0eZF9Pm8D1OvnUrNUjXDHY7J41avdsliyhRI+TetVy81WTRtmjv7WRTkJwibUc74FV80npiomJOzvBmTHXXquKHHFyxwo82+/jqUK+dGm23e3LWIuuMOmD4djh7N+P1yytNPuzoHb0WKuPX5XUhnlMtp9gSRfdPWTGPCHxN4v/v7J4uWUjq8lXuxHFsPbj3tmPi4eLYM3pLToZp8YudO+PJL+PxzN+HRoUNQrBh07uxGo+3SxU25Gk7jx7vBDDdudIns6afzRwU1hGlGuXCwBJF1+4/uZ9B3g3h78dvUK1OPGTfNIL5o/Cn7yOP+n//1sVxd+mjyiMOH4ccf3Qx5X37pplKNjIQ2bdzseN26uWKp3FgUlVcFa0a5v4BinuXP3JYcTNbN3jCbhm825J3F7zCk9RAW91t8WnIwJifExrokMGYM/PsvzJ3rZsjbtw8eeADq14eaNeGuu1xR1JEj4Y44fwt0RrlrcMVLVwPXAPNEpEcoAzOhd+TEEYZ8N4QOYzsgIsy6eRbDLx5OTFRMuEMzhogIaNkSnnwSlixxxTtvvumSxNtvuyKoUqVcQnnjDVi3LtwR5z+Bzij3ENDcM3kPIlIWN1jfp6EKzITW4sTF3DjlRlZsX0H/pv154ZIXrCe0ydUqV3az4fXr54qiZs6Eb75xy9dfu33OOsvVWXTq5KZYjY1N9y1NBgJtxRSRkhw8dmbiWJPL/LLxF1q+05LdR3bzba9vGd1ttCUHkysEOqRFbKxLBCNGwJo1rkPeq6+6pqdvvJH6dNGpkxs7asUK330ZTPoCvclPE5HpItJHRPoAXwPfZnSQiHQWkVUiskZEhvrY3lFE9orIUs/yaKDHmsxLVter57xK5/Fg2wf5/b+/07lW54CPj4/zXS/hb70xmZEypMWGDe5mnjJXdkbjHom4JrR33+0mOdq1C779Fvr3d4MLDhoE55zjWh/dfDN89FH+GysqVDIz1MaVQFvcWEyzVHVKBvtHAquBi3HzUy8ArlPVlV77dAQGq2q3zB7ri7Vi8m/6munc9919zLxpJmXjyoY7nNBITISePd2AQOWs205eE6oOaRs3uuaz06e7FlK7d7v1DRrAxRe7pW1biIvL+jnysiy3YhKRWiLSBkBVP1PV+1T1XmCniGTUtbYFsEZV16rqMWAC0D3AmLNzrPGhfLHylI4tzaHjuWoSwOB68kn45Rf31eQ5Gzdmbn2gqlSB225zY0Nt3+466j3zDJQu7YqoOnd2Q5p36ACPP+7+hI4dy94584uMipheBfb7WH/Isy09FYFNXq8TPOvSaiUiy0TkWxGpn8ljEZG+IrJQRBZu3749g5AKlsWJi3l0hiu1axDfgJ/7/EzVklXDHFWIJCbC+++7wXHef981oDd5ir+5sv2tz4rISDc73v/+5+a3SCmOuuceOHjQJYh27Vz9RZcuMHy4G9q8oM7NnVGCqKaqy9OuVNWFuJFd0+OrK0va8qzFQFVVbQiMAKZm4tiUWMaoajNVbVa2bD4tOskkVWXEvBG0ercV7y99n52HdgLk7ylAn3wydeS0pCR7isiDwjGkRVyce4IYPtyND7VjB3z2GfTp44q7HnjANbUtVcp11HvxRbdfQUkYGSWI9BrEZ9SALAHwHti3ErDZewdV3aeqBzzffwNEi0iZQI41vu0+vJurPrmKu6bdxSU1L2Fpv6WULlI63GGFVsrTQ0q5wLFj9hSRB6U3V3ZOKVXKDRw4cqQbiXbLFpgwwcXwzz9uFr3mzd1+XbvCc8/Bb7+FuUgqMdGVj4Xi711V/S7Ax8DtPtbfCkzM4NgoYC1QHSgELAPqp9mnHKkV5S2AjbinhwyP9bU0bdpUC7K5m+Zq1VeqatQTUfrSnJc0OTk53CHljP/+V7VQIVXX+MUthQqpDhgQ7shMPrN5s+pHH6n2769ar17qn1uRIqoXXqg6bJjqDz+oHjiQg0H997+qERFZ/nsHFqqfe2q6rZhEJB6YAhwDFnlWN/PctK9Q1XRTloh0xdVVRALvqerTItLfk5jeFJGBwH+BE7g5ru9T1Tn+jk3vXFBwWzElazKv/PYKQ38cSqXilZjYYyItKrYId1g5p3FjWLr09PWNGrkuuMaEyLZtrlJ71iz4+WdYtsyljMhIaNLEtY5q1w5at4b4ULQGT0yEGjXcmCOxsbB2baZb8AVjsL7zgXM8L1eo6k+ZiiCHFMQEsffIXm6ceiNfrPqCK+tdybv/eZeSMSXDHZYxBdLeva7I6ZdfYPZsmDcvdejyWrVcomjTxn09+2zXITA7Vl80gKo/vkthjnGUQqy/8Dbq/jAqU+8RlClH84KCmCD2Hd1Hm/facFvj27ir5V35uyLamDzm6FFYtAjmzIFff3VfUzrplSgB550HrVq5ry1bQsmSgb/35JGJdL2zBrGkjlh4iFi+HbmWq+4I/CnCEkQ+9Nmfn9GlVhdio2M5nnSc6MjocIdkjMmAqisF+vVXt/z2m5vDO+U2fPbZLlmkJIyzz4YoPyPm/V+xAVx94F1iSK0hP0IhPil6GzfuD/wpwhJEPvPHtj9oMLoBwy8ezuDWg8MdjjEmG/bvd30t5s51CWPuXDeJErhmuE2bumTRsqWbz7tSJdfKa4k0pjFLT3u/JTSisQZe92YJIp84dPwQRaJdQ/Ef1v5Ax2odiYoIdEBeY0xeoOqa1M6bl7osXZralDY+3jW1nT3b1XmkldmhSdJLEHZ3ySNmrJvB9Z9dz/grx3NB9Qu4qMZF4Q7JGBMCIq5Cu1at1D4gR4+6FlLz57uhQhYs8J0cgt2x0BJELqeqjJg/gvum30ed0nWoXLxyxgcZY/KVwoVd8VILr9br+/a5HuCjRsGePe7JIdhzZVsRUy525MQR+n/Vn3HLxtG9bnc+uOIDihcuHu6wjDH5iBUx5UEJ+xK4cuKVLNi8gGEdhvFIh0eIEJujyRiTcyxB5EJzNs3hiolXcOj4IaZcO4XLz7o83CEZYwog+0iay3z8+8ecP+58ihcuzrzb5llyMMaEjT1B5DKli5SmQ9UOTOgxgVKxpcIdjjGmALMniFzg4LGDfP7X5wBcUvMSpt8w3ZKDMSbsLEHkAs/MfoYek3qwfs96IJ9P7GOMyTOsiCmMkjWZCIngofYPcUnNS6hWslq4QzLGmJPsCSJMPv/rc1q/25q9R/ZSJLoIHap1CHdIxhhzCksQYTBy/kiumHgFyZrM0aSj4Q7HGGN8CmmCEJHOIrJKRNaIyFAf23uJyHLPMkdEGnptWy8iv4vIUhHJF92jkzWZQdMHcee3d/Kfuv9hxk0zODPuzHCHZYzJC1JmOAX480945RW4+27o3j11kokgC1kdhIhEAqOAi4EEYIGIfKGqK712Wwd0UNXdItIFGAO09Np+vqruCFWMOenw8cP0ntKbyX9O5s4Wd/JKp1eIjIgMd1jGmNwiJQFERMCGDTB5shuWdf1693r9epg+3U0WsXAh3HcfFCsG1arB7t1wZvA/bIaykroFsEZV1wKIyASgO3AyQaTMP+0xF6gUwnjCZvvB7XSf0J25CXN5+ZKXuee8e6ylkjEFjSokJbkZgLZtg//7v9MTwLvvwtVXw7p1MGiQSwDVq7uR+Dp0gDPOcO91xRVu0ogzznDDv4ZIKBNERWCT1+sETn06SOtW4Fuv1wp8JyIKvKWqY3wdJCJ9gb4AVapUyVbAobBu9zo6fdiJTfs2MenqSVx19lXhDsmY3C0xEXr2hIkToVzgU2eGnaoblzsmBg4ccMOsptz4U5LAU0/Bvfe6oVgHD4bixV0CqF4dzj/ffQU3D+muXW4OUl8JoGjRHLmkUCYIX2nN59CxInI+LkG09VrdRlU3i8iZwPci8peqzjrtDV3iGANuNNfshx1cr817jR2HdvBD7x9oU6VNuMMxJvd78kn45Rf3dVTgU2eG3IkTcOiQu6mrwjPPpN74U5YBA+Dll91TwtChUKqU+/R/1lnQuTM0aeLeq3p1lwBSngjSKlzYLWEWsuG+RaQVMExVO3le/w9AVZ9Ns18DYArQRVVX+3mvYcABVX0xvXPmpuG+k5KTiIyI5HjScTbs3UCtUrXCHZIxuV9iItSoAUeOQGysm8A5p54ijhxxEyuknO+FF9yE0SlJICEBLr8cPv3UbY+Pd1+rVXNJoGpVuOAC6NLFrT9wIMc+6WdHuIb7XgDUFpHqwL9AT+D6NIFVAT4DensnBxGJAyJUdb/n+0uAJ0IYa1B9/tfnPDLjEX648QfOjDvTkoMxgXrySUhOdt8nJQXvKULV3fx37IDatd26116DX39N/fS/daubkWfePLd90iTYssXd+Nu2dV+bN099z02boFAh/+fMA8khIyFLEKp6QkQGAtOBSOA9VV0hIv09298EHgVKA294Km1PeDJZPDDFsy4K+EhVp4Uq1mA7M+5Mzow7k0ixVkrGBCwxEd5/P3Xy5WPH3OtHHsn4KeLECXd8YmLqtGtvvglffulu/hs3wv79UL48bN7sts+d6+bxrFIFunVzCeDss1Pfc+5c16LIn/SSQz5hM8oFiaoyZ9Ock/UMqmotlYzJjAEDXCuelAQB7iZ8223w7LPuJr9xI1xyiSvjHzvW7b9xI/z7r3viEHEVxdHR8NBD8M03qcU/Vaq44qCrrKGIN5tRLsRUlcHfDebluS/zfe/vuajGRZYcjAnUsWPuBv/996cmh5Rtb74Jb7yRum79enfDP3bMfcJv3z41AXi3ZHz6abeYLLMEkU1JyUn0/6o/7yx5hztb3MkF1S8Id0jG5B7Jya4cf9Om1KV7d1cRPX063Hyz2+5dkjF7tivznz4dRo+GypVPTQAplcN9+7rFhIwliGw4nnSc3lN6M3HFRB5u9zBPnP+EPTmYgkMVtm93N/2EhFMTQOvWrrK3bVtXP+CtXDmXICpUcC1+KldOXapWTe0L0KmTW3KLvNo/IxssQWTR4eOHuXrS1Xz999cMv2g4Q9oMCXdIxgRXUhIsXepu/ikJICHBVej27Okqf1Nu5imio9261q1def/gwacmgMqVXd8AgHPPdXUIeUVu7Z8RQlZJnQX7j+7nso8vY9aGWYy+dDT9mvUL+TmNCRrV1N65n32WWsmbkgguvhgefdSV8Xt31oqOhooV4a67XG/glPoB75t/2bLpt/zJq8LZPyPErJI6iPYc2UPnDzuzcPNCPrzyQ64/9/qMDzImJ6i6IRz274dKnmHNRo2ClStdAkhJAq1bu4HgAO64w9UBxMS4YypWhBIl3LZCheCrr1yZf8WK7qv3zb9QIZcsCoJQ9c/I5SxBZNKGPRtYt2cdk6+ZTPezuoc7HFNQHD3qPsX++y8cPOiaegIMGwazZqUmgIMHoWlTN9onuKaga9e6G3zFitCwIbT0GhJt1iwoXdr/oG+XXhrqK8v9stM/I4+zBBGgw8cPExsdS8NyDfnnrn8oWijv95I0uUDKjT8x0XXgSkx0Qzc/8ojbft99MG6cG7cnRXy8+9QPblTQY8fcjb9rV5cEUnoKA8yZ44qG/PHe1/jm/fSQooA8RViCCMCuw7voMLYDNzW8icGtB1tyMOlLqdcTgTVrYMGC1CSQmOhu7l9+6cqyH3jADfngLTrarS9UyPXs7dnT9QCuUMEtlbxGxffuH+BLesnBBOa333z3z5gzx/f++UiBThDlXizH1oNbT1sfHxfPlsFbTr4uUbgE51U8j8blGudkeCa3OXjQjdezdSvUr+9G9Zw3zxXjbNly6vL771CrFkydCkM8LdwKFXI3+vLl3UBusbFwzTXQoEHq+goVoEyZ1LL+224L19WaFEuWhDuCsCnQCcJXcvBe/+++fwGoWLwib//n7RyLy+Sgo0dTB2rbti01AfTsCfXqwYwZ7ia9datLEClmzICOHd2xn37qyqLj4127/3Ll3M0foHdvV/RTrpzvcv7Wrd1iTC5UoBNEev7d9y8dx3WkROESLLh9gXWAywu8R+wsXtzdsHfuhDFjXIeu7dtdEti2DR580M3ctXSpm8LRmwicc45LEGXKuErd+PhTlwYN3L7XXOMWf1L2z40KYMcvkzmWIPy44IML2HpgKx9c/oElh3BShcWL3U1/xw53w9+xww27fNllsHev+9S+fbvbltJr98kn4eGH4fBhlwyKFnVt9M8805XhpwzFXLeum/rR++ZfurQbDA5cZ66PPgrPtYdaAez4ZTKnQHeUk8f93/jjouOYfsP0sMwCF2jdSJ6xd69rhbN7t1t27XK9aS+80G2/807XPn/nztTl8stdJyxVV3bvPVyDiGvd8+KLrjVJjx7u5l+mTOrXpk1dBW9ysitGSinyMU4+7vhlMsc6ymXBN72+CdsUoRnVjeS4/fvdTX3vXrfs2eM+YafMnPXqq7BihVu/Z49LAmedBR9+6LY3bw5//33qe3bunJog5s93n/RLlXLHlS6dWi4vAl984TpvlS7tbv4lS0KkZ66NyEiYMsV/7BERlhx8KaAdv0zmhDRBiEhn4DXchEHvqOpzabaLZ3tX4BDQR1UXB3JsMMTHxbP14FbK7YcJn8K1PWBrMTgj5gzaV20f7NNlWtq4ApKc7G62Bw+64hRwN+d161zLmQMH3A3/xAm4+263fdQo+Oknt37fPrcUK5Y6s9Y118C0NPM1eX/qnDYNli93N+4zznDFNN7DLg8b5j7FlyrltqfskyLlPP6kJKK8KreV9Rfgjl8mc0KWIEQkEhgFXAwkAAtE5AtVXem1WxegtmdpCYwGWgZ4bLalFNcc6XsrhTa+x7DZEdT6eDoX1bgo62+anAzHj7slJsZ90j54MLVD09Gj7mtK56a4OPjnH9fz9cgROHKEO+dC7AmovRPaboS3v4AtxSDmBPB7D/d+hw65YRCKFXOTqbz6qrv5HzqUGsuxY64d/CuvuGGTvUVHpyaI9eth1SpXsVuihBtTp3z51H0HDnTFOCVLuu1vvunG8En51Jk2eaR1fQEfjiS3lfUX4I5fJnNCVgchIq2AYarayfP6fwCq+qzXPm8BM1X1Y8/rVUBHoFpGx/qSpcH6EhM5UbUyUceTUBGkRg1XbKHqbqyXXuo6xFx/vfsnSk52X5OS4OOP4aKLXBFIjx7uU7n3z3PWLGjXDj74AG666fRzL1kCjRq5zk533HHa5iOREJMExyJgVwwcLAw1K9SHIkXc8tln7lP5lCnw3Xcu2cTFuQrYuDi4/XaXCFavdpW4xYq5bSlLbKzv4RUy+HlZ2XUm5MafV+PGrvVWWo0aFeg2/wVVuOogKgKbvF4n4J4SMtqnYoDHAiAifYG+AFW8izUC9eSTRBIBJKW2Vmrc2N04U4YlLlnStXmPiHDJI+VrSjFJrVowaJB7WoiKcjfl6Gg33DFAmzbuEb5wYVfhmvK1Rg23/dpr4fzz3RNH4cKUeq0iz/0ANy5zm5MFJp8NA7uBPvbH6ddwxRVu8adOHbcEg5VdZ05u/HlZEjCBUtWQLMDVuLqDlNe9gRFp9vkaaOv1+kegaSDH+lqaNm2qmbJ5s2pMjKr73O+W2FjVxMTMvU+QnftIGT0UxSlxHYxCz3mkTFjjyq0/r1zLfl4mDwAWqp97aigHbk8AKnu9rgRsDnCfQI7NvvTKYsNo+Y6riY0odMq6IhGF+H1nOh2yckIu/XnlWvbzMnlcKBPEAqC2iFQXkUJAT+CLNPt8AdwoznnAXlVNDPDY7Mutg3BZXPmD/bxMHheyOghVPSEiA4HpuKaq76nqChHp79n+JvANronrGlwz15vTOzboQebWsliLK3+wn5fJ4wp0T2pjjCno0mvFlA8njzXGGBMMliCMMcb4ZAnCGGOMT5YgjDHG+JSvKqlFZDuwIYuHlwF2BDGcvMCuOf8raNcLds2ZVVVVy/rakK8SRHaIyEJ/Nfn5lV1z/lfQrhfsmoPJipiMMcb4ZAnCGGOMT5YgUo0JdwBhYNec/xW06wW75qCxOghjjDE+2ROEMcYYnyxBGGOM8alAJQgR6Swiq0RkjYgM9bFdROR1z/blItIkHHEGUwDX3MtzrctFZI6INAxHnMGU0TV77ddcRJJEpEdOxhcKgVyziHQUkaUiskJEfs7pGIMtgL/tEiLypYgs81zzzeGIM1hE5D0R2SYiPqaVDNH9y99MQvltwQ0b/g9QAygELAPOTrNPV+BbQIDzgHnhjjsHrrk1cIbn+y4F4Zq99vsJN+R8j3DHnQO/55LASqCK5/WZ4Y47B675QeB5z/dlgV1AoXDHno1rbg80Af7wsz3o96+C9ATRAlijqmtV9RgwAeieZp/uwAfqzAVKikj5nA40iDK8ZlWdo6q7PS/n4mbvy8sC+T0D3AlMBrblZHAhEsg1Xw98pqobAVQ1r193INesQDFxk80XxSWIEzkbZvCo6izcNfgT9PtXQUoQFYFNXq8TPOsyu09ektnruRX3CSQvy/CaRaQicAXwZg7GFUqB/J7rAGeIyEwRWSQiN+ZYdKERyDWPBOrhpiv+HbhbVdPMAZuvBP3+FbIZ5XIh8bEubRvfQPbJSwK+HhE5H5cg2oY0otAL5JpfBR5Q1ST34TLPC+Sao4CmwIVALPCbiMxV1dWhDi5EArnmTsBS4AKgJvC9iMxW1X0hji1cgn7/KkgJIgGo7PW6Eu6TRWb3yUsCuh4RaQC8A3RR1Z05FFuoBHLNzYAJnuRQBugqIidUdWqORBh8gf5t71DVg8BBEZkFNATyaoII5JpvBp5TV0C/RkTWAWcB83MmxBwX9PtXQSpiWgDUFpHqIlII6Al8kWafL4AbPa0BzgP2qmpiTgcaRBles4hUAT4DeufhT5PeMrxmVa2uqtVUtRrwKTAgDycHCOxv+3OgnYhEiUgRoCXwZw7HGUyBXPNG3BMTIhIP1AXW5miUOSvo968C8wShqidEZCAwHdcC4j1VXSEi/T3b38S1aOkKrAEO4T6B5FkBXvOjQGngDc8n6hOah0fCDPCa85VArllV/xSRacByIBl4R1V9NpfMCwL8PT8JjBWR33HFLw+oap4dBlxEPgY6AmVEJAF4DIiG0N2/bKgNY4wxPhWkIiZjjDGZYAnCGGOMT5YgjDHG+GQJwhhjjE+WIIwxxvhkCcIYY4xPliBMgSAipT1DXS8VkS0i8q/n+wMi8kYIzjdWRNaltMv3vM6xYcVF5FrPsM9f5dQ5Tf5TYDrKmYLNM4RIIwARGQYcUNUXQ3zaIar6aShPICKRqpqUdr2qThSRrcDgUJ7f5G/2BGEKNM8kOl95vh8mIuNE5DsRWS8iV4rIcBH5XUSmiUi0Z7+mIvKzZ1TU6ZkYUrm9uEmZ1qY8TXiGRXhBRP7wnOfatHF5Xo8UkT6e79eLyKMi8gtwtYjcJSIrPZPETAjij8cUcPYEYcypagLnA2cDvwFXqer9IjIFuFREvgZGAN1Vdbvnhv40cEsA710eN1ruWbhxcz4FrsQ92TTEDRy4wDOQXkaOqGpbABHZDFRX1aMiUjLgKzUmA5YgjDnVt6p63DN+TyQwzbP+d6AabsC3c3BDR+PZJ9AB0aZ65iNY6Rk8DlzC+NhTTLRV3FSgzYGMhqSe6PX9cmC8iEwFpgYYizEZsgRhzKmOAqhqsogc19TBypJx/y8CrFDVVll9bw9J8zWtE5xaBByTZvtBr+8vxU1H+R/gERGpr6p5duY0k3tYHYQxmbMKKCsirQBEJFpE6mfj/WYB14pIpIiUxd3o5wMbgLNFpLCIlMAzbHVaIhIBVFbVGcD9uLmni2YjHmNOsicIYzJBVY95Kphf99y4o3Az1K3I4ltOAVoBy3Czf92vqlsAROQTXPHR38ASP8dHAh96YhHgFVXdk8VYjDmFDfdtTAiIyFjgq1A3c80gho7AYFXtFq4YTN5mRUzGhMZe4MmUjnI5zdO66g1gdzjOb/IHe4Iwxhjjkz1BGGOM8ckShDHGGJ8sQRhjjPHJEoQxxhif/h+IotT4lsOTmgAAAABJRU5ErkJggg==\n", 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\n", 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\n", 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\n", 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7jX//+98kJiZyxhln5Pn4WQnmCOIdoFt2O1X1BVVtpaqtgGHAT6q626vJBZ79YVcO4EKBP/wwzJ4NP/8cbmkMwyiJZJdydMGCBaxatYr+/fvzww8/0LVr14CcL2gKQlV/Bnbn2tBxA/BRsGQJFP37Q61abhRhGIYRatq1a8fIkSPp2rUrLVq0oFWrViQlJbFgwQJeeuklxo8fT5kyZTgUoCByYTdSi0gMbqQxxKtagW9ERIH/qeq4HPoPBAYCxMfHB1NUypaFBx6ABx+E33+Hjh2DejrDMIyT6NevH/369TuhrkePHuzcuZOIiAiaNm1KbGxsQM4VdgUBXAHMzjK9dLaqbhGRGsC3IvKnZ0RyEh7lMQ5cytFgCztoEDzzDIwaBV9/HeyzGYZh5M60adOCctzC4MXUhyzTS6q6xfOaBHwBtA+DXD4pV86NIKZNgzlzwi2NYRhG8AirghCRisB5wBSvulgRKZ/xHrgUWBYeCX1z991Qs6ZbQGcYhlFcCZqCEJGPgDlAExFJFJEBIjJIRAZ5NesFfKOq3haVmsCvIrIY+AP4WlVnBEvO/BAbC48+CrNmwfffh1sawzCM4CCqQZ+2Dxlt27bV+fPnh+Rcx45B48ZQp46barJ1EYZRvFm5ciVNmzYNtxgFwtc1iMiC7JYTFAYbRJGkTBkXfmPuXPjqq3BLYxiGEXhMQRSAW26BU0+Fxx6zSK+GYRQ/TEEUgKgoF35jyRLLF2EYRvHDFEQB6dMHmjeHESMgNTXc0hiGYQQOUxAFJCLCLZpbtQreey/c0hiGYQQOUxABoGdPaNfOTTcdOxZuaQzDKO5YytEihAiMHg0bN8Ibb4RbGsMwijOhTDlq6yAChCpccAGsXAmrV0OFCmERwzCMIHHSGoLzzz+50fXXw+DBcPgw9Ohx8v5bb3Vl50649sSMcvz4Y64y7N+/n4YNGzJv3rx8ZZWzdRBhQgReeAGSkuC558ItjWEYxZFQpxwtDNFciw3t2sGNN8K//+2ivtarF26JDMMIGjk98cfE5Ly/WjW/RgxZySnl6CeffMLs2bNJT08nNjaW5wLwpGoKIsA8/TR89pmL1fT+++GWxjCM4kR2KUfnzJnD3LlzefnllwFITk4OyPlynGISkSp+lEoBkaSYUL8+3HcffPABhMkcYhhGMSW7lKPvvPMO99577/F2pUuXDsj5chtBbPGUnELRRQLBTeVWxBg2DN56y2Wf+/FHC+RnGEZg8E45mpaWRmpqKjfddBNHjx6lVKnM23laWhqRkZEFPl9uCmKlqrbOqYGILCqwFMWMChXcmojBg2HyZOjVK9wSGYZRXPCVcnT58uU88MADVK9enQMHDvB///d/VKpUqcDnytHNVUSiVfVojgfwo02oCKeba1ZSU6FlS0hJgeXLIUAjPsMwwoSF+85CTjd+EdmYUxsRGS8iSSLiMxuciJwvIvtEJMFTHvfa101E/hKRNSLySE4yFlZKlYIXX4Q1a+C//w23NIZhGHmnIOsgcptZfwfolkubX1S1lac8CSAikcBrQHegGXCDiDQrgJxho3t3uPhiePJJ2LMn3NIYhmHkjYIoiByXYKvqz8DufBy3PbBGVdeqajLwMdAzH8cJOyJuFLFnjwvoZxiGUZTI0UgtIvdntwsoF4Dzd/Lknt4CDFXV5UBdYJNXm0SgQw4yDgQGAsTHFz5nqjPPhP794ZVX4I47oIhPYRpGiUZVkSLqlpifsEq5jSDKZ1PKAf/J89lOZCFQX1XPBF4BJnvqfX362V6Zqo5T1baq2rZ69eoFFCk4PP00xMbC3Xe7mE2GYRQ9oqOj2bVrV75utOFGVdm1axfR0dF56pebm+tqYKaq7sq3ZNmgqvu93k8TkddFpBpuxOAdpCION8IostSo4aK9DhkCkya5eF6GYRQt4uLiSExMZMeOHeEWJV9ER0cTFxeXpz65KYh4YJKIRAHfA9OBPzQAKlREagHbVVVFpD1uNLML2As0FpGGwGagD3BjQc8XbgYNcovn7rvPGa/Llw+3RIZh5IWoqCgaNmwYbjFCSm5urs+q6oVAD2Ax0B9YKCIfisjNIlIzu74i8hEwB2giIokiMkBEBonIIE+Ta4FlHhvEy0AfdaQCQ4CZwEpgosc2UaSJjITXXoMtW8xgbRhG0SBf+SA8bqfdgUtVtWvApconhWmhXHYMGOBSky5eDM2KpPOuYRjFiZwWyuW2krpNTgdW1YUFlC2gFAUFsWMHnHYatG4N339vcZoMwwgvOSmI3GwQL+WwT4EL8y1VCaV6defVNHgwTJwIvXuHWyLDMAzfWMrRMJCWBu3bw7Zt8OefZrA2DCN8FDjlqIhEicg9IvKppwzxeDYZ+cDbYP3kk+GWxjAMwzf+htr4L3AW8LqnnOWpM/JJx47OYP1//wcJCeGWxjAM42T8mmISkcWeFc851oWbojLFlMHu3S70RlwczJ3rIsAahmGEkgJPMQFpItLI64CnAGmBEK4kU6UKvPoqLFwI//53uKUxDMM4EX8VxIPALBH5UUR+An4AHgieWCWHa6+Fq66CESNg9epwS2MYhpGJXwpCVb8HGgP3eEoTVZ0VTMFKCiLOYF2mjIv2mp7u6idMgAYNICLCvU6YEE4pDcMoifg16+1J4tMVaODpc5GIoKo2MRIA6tRxeSPuuAPefNNFfh04EA4fdvs3bHDbAH37hk9OwzBKFv4aqacBR4GlQHpGvao+ETzR8k5RM1J7owoXXQQLFrh1EZs3n9ymfn1Yvz7kohmGUYwpyErqDOJUtWUAZTKyIALjxkHLlr6VA8DGjaGVyTCMko2/RurpInJpUCUxOPXUnBfOFcKEeYZhFGP8VRC/A1+IyBER2S8iB0Rkf669jDxz773gK+R8TIxLOmQYhhEq/FUQLwGdgBhVraCq5VW1QhDlKrGUKgVTprhwHGXLuqmn+vXd9JMZqA3DCCX+KojVwLK8ZJITkfEikiQiy7LZ31dElnjKbyJypte+9SKyVEQSRKRoWp0LQIsW8OyzcOQIjB/vDNOmHAzDCDX+Gqm3Aj+KyHTgWEZlLm6u7wCvAu9ls38dcJ6q7hGR7sA4oIPX/gtUdaef8hU77rsPpk6Fe+6B887zPe1kGIYRTPwdQazD5aQuDZT3Ktmiqj8Du3PY/5uq7vFs/g7kLZt2MScyEt59172/5RYXItwwDCOU+DWCCMF6hwHAdO9TAt+IiAL/U9Vx2XUUkYHAQID4YubmU7++i9V0yy3w0kvw0EPhlsjwF1VFPOkCU9JSEBEiJfJ4nWEUBXJLOTpSVUfmeIAc2ohIA2CqqjbPof8FuBDiXVR1l6eujqpuEZEawLfA3Z4RSY4U5YVy2aEK110HX34J8+bBmYUqfm7xZMehHWzYt4G2ddzaoS9WfsGcxDnsPrKbPUf3sPvIbg4mH+RIyhGOpB7hcMphIiSCzfe7BSw3f3Ezv278lbX/XAvAxe9dzPfrvgcgKiKK0pGliYqMIioiiuhS0ZQrXY5GVRrx1Q1fAfDsr8+Slp7G8HOHHz9/anoqlctWpmrZqtSIrUGN2BpERVpKFqPgFGSh3O25uLMK0AcYmU/BWgJvAt0zlAOAqm7xvCaJyBdAeyBXBVEcEYGxY2H2bOjXD/74A6Kjwy1V4aLWi7XYfmj7SfU1Y2uybei2E+rS0tPYuG8jq3evZvWu1azevZq/9/zNpn2b+OGWH6hStgpjfh/Dc7Of49i/jhEZEcm01dP4YOkHVClbhSplq1A5ujLVY6oTExVD2aiylC1Vltio2OPnuOr0qzir9lnHt/u37s959c8jJT2FlLQUUtJTSE5LJiUthSOpRziUcojK0ZWPt1+atJTU9NTj20O/HcraPWtPur4qZatQI7YGNWNr0iW+C09d+BQAM9fMJK5CHGfUOCP/H6phkPsIYoQfxzioqj5zV+c0ghCReFxU2JtV9Tev+lggQlUPeN5/CzypqjNyE6Q4jiAymD4devSAoUPhhRfCLU3hQp7IftpGRyiz1s1i7IKxLNm+hL93/01Kesrx/TFRMTSq3Ij4ivGMu2IcdcrXYeWOlazfu55LGl1CqYhSpKWnERkRGYpL8cmWA1vYdXgXe47uYefhnSQdSiLpUBLbD24n6bB7PbPmmbzS4xUAar5Yk55NejLuinGkazqNXm5EnfJ1qF+xPg0qNTheTql8CvUr1reRSAkn3yOIgtgeROQj4HygmogkAiOAKM9xxwKPA1WB1z3zsqkeIWviFuVlyPehP8qhuNO9O9x5p7NFdO0KF18cbomKDtsPbWfe5nm0rNmSnk160rhKY06tciqNqzamdrnaJ9kFmlZvStPqTY9vh1M5ANQpX4c65ev43f6Hm38gupQbZh5JOcIFDS5g/d71zN08l0krJp0wOomUSOpXqs99He9jSPshpKanMmPNDNrVaUfNcjUDfi1G0cKvYH1FheI8ggAX3bV9e9ixw6UprV073BKFj+0Ht/P9uu+ZvXE2r89/Pdt2OkJPMBiXdNLS09hyYAvr9q7j791/8/ceV3o26Umf5n1Ys3sNjV9pzPgrx3Nb69tYnrScR394lCZVm9C0WlPOqHEGTas1pXyZHJ0YjSJEIIL1GYWAmBiYOBHatXML57791rnDlgRS0lL4PfF3ZqyZwfQ101m0bREA5UqXy7WvKYdMIiMiqVexHvUq1uPc+ueetD+uQhy/9f+NUyqfAsDuI7tZs3sNM9bMIDkt+Xi7ehXq0ax6M5pVb0bzGs25/LTLqRFbI2TXYYQGG0EUQd55B267zWWhGzky3NIEj3RNJ0IiSNd06o+pT+L+RCIlks71OtP91O5c2uhSzqx1JlGjsp9D1xHF5/cdTlLTU1m3Zx0rdqxwZad7XbljJUdSjzD39rm0r9ueqaum8tait3jjijeoFlONg8kHiYmKIUL8XXJlhJoCjyBEpDpwB5kJgwBQ1f6BENDIG7feCrNmuciv554LF14YbokCz/Dvh/P9uu/5/fbfiZAIHjn7EWqXr81FDS+iYnTFE9rWjK2ZrRdTOMmLd1Vhp1REKRpXbUzjqo3peXrP4/Xpms7aPWupV6EeAPuO7mPN7jVULOO+o0e/f5Txi8bTomYLWtVsxZm1zqR1rda0qNmCmKiYsFyL4T/+Jgz6DfgFWAAcX9Orqp8FT7S8U1JGEACHDrmppt27nT2iVq3gnzNYN7yUtBSmrprKhKUTePPKN6kUXYl3E94lYVsCz1/yfJH1ssnNu6okMG31NGasmcHi7YtZvG0x+47tAyBCImharSmta7emfZ323N3h7jBLWnLJaQThr4JIUNVWgRYs0JQkBQGwbJkzWnfuDDNnBt8eEegb3to9a3lz4Zu8nfA22w5uo1a5WkzpM4X2ddsXRMxCQ2FVEOEa2agqG/ZtYNHWRSzatoiFWxeyaNsiqpStwtI7lwIwYMoAapevfXxNx5GUI5SNKhs0mYzAGKmnikgPVZ0WQLmMAtK8ObzyCtx+u8sV8fjj4ZYod5LTkpny5xTGLRzHd2u/I0Ii6NG4BwPbDKR74+6UijC/iWDjSznkVB8oROT4GoxeTXsdrz+YfBA4UXGN/iUz+UmkRNKneR/a1WlH+7rtaVWrlSmNEOHvv/GfwKMikgxkrDJSywkRfvr3d/aIJ56ATp3gkkvCLZFvVJWX5rzE//3+f2w5sIX4ivE8ef6T3Nb6NuIqWJzGkkyGJ1p2CipN0/hh3Q9MWDoBcPaQ5jWa075Oe9rXbc9Fp1xEg0oNQiVu4WPrVujTBz75JOBzzX65FngSBEWoarTnvSUMKiRkhOJo2tT9RtaeHJEhrBw4dgBwT4/f/P0Np1c7na9v/Jq196zlsfMeM+Vg+MWWB7aQeF8iX/T+goc6P0T1mOpMXDGR27+6ncl/TgZg28FtPPLdI6zZvSa8woaaUaPg11/da4DxezwvIlcCGY7TP6rq1IBLY+SLcuVg8mRntL7qKpgzB2Jjc+sVfD5Z9gkDvhzAirtWEF8xnsl9Jpcoz5XC6l1VVKlboS51K9TlqtOvApwH1Zrda6gUXQmA5UnL+fecf9Pr9F6cWuVUpq+eztsJb9MxriMd4zrSpnab4yvM80Kh9kbbuhXefhvS093rY48FdBThr5vrs0A7YIKn6p8i0kVVHwmYJEaBOPVU+PhjF6+pf3/3PtDrw/y54SXuT+RQ8iGaVGtCp3qduOXMW47bFUqScgDCf/Mo5kRIBKdVPe349kWnXMT+YfuJinBebzsP72TelnlMWjEJcJF0W9VqRae4TnSq14lOcZ2Irxif60LKcNls/GLUKKccwCWNGTUKXnstYIf314tpCdBKVdM925HAIlVtGTBJAkBJ82LyxfPPw8MPu5SlDz8cuvPuOryLZ399llf+eIVz65/LN/2+Cd3JjTxRWJ+Ig+X1te3gNuYmzmVO4hx+T/ydPzb/wZHUIwDULV+X1XevpmxUWbYc2ELVslUpU6pMSOQqMFu3wimnwNGjmXVly7p55jyMIgIVaqMSmRniKubQzggjDz4ICxfCsGEud0S3bsE936HkQ4z5fQzP//Y8B44d4OYzb2bk+SODe1KjQBTWkU2wpuRqlatFz9N7Hl/gl5KWwtKkpczZNId1e9cd94i646s72Lx/MwmDEgD4bVNmyJFCiffoIYMAjyL8VRDPAItEZBYuB8S5wLCASGAEFBF46y1YuRJuuMElGTr11MCfR1WZtGIS9828jy0HtnBlkysZfeFomtfINjeUYeRIqBRXVGQUbWq3oU3tNifUD2k35LjLbbqmc/mHl7Pn6B5fhygczJkDyckn1iUnw2+/+W6fD/yOxSQitXF2CAHmqmqhewyxKaZM1q2Dtm1dxNc5c6B8AINvrtq1iiHThvDt2m9pXas1r3R/hbPjzw7cCQwjzKRrOnMT5/Lbpt8Y+u3QbNstHrSYljUL1Ux7nslpiilHN1cROd3z2gaoDSQCm4A6njqjkNKwoYv8+uefzv01NTX3Pv5wNPUo57x9DnM3z+Xlbi/zxx1/mHIwih0REkGnep14oPMDOU5xzVjjUtXsOLSD+2bcx587/wyViCEhtymm+4GBgK+McQpkGyZORMYDlwNJ2WSUE+A/QA/gMHCrqi707Ovm2RcJvKmqz+Z+KUZWLrrITUUOGgT//Ce8+mr+PZt+2fALZ8efTXSpaD7o9QEtaragVrkQBIAyjDCT3dTXniN7UNwMzMqdKxm7YCzXNrsWgB/W/cC7i9+lS70udInvwunVTi+SYef99WKKVtWjudVl2X8ucBB4LxsF0QO4G6cgOgD/UdUOHg+pVcAluBHLPOAGVV2Rm5w2xeSbhx5yaUpfegnuvz/v/Wetm8WF713IR9d8RJ/mfQIvoGEUA5LTkomUSCIjInk34V0e/PZBdhzeAUDVslU5O/7s4wrjrDpnUTqydJgldgQiWN9CVW2TW52Pfg3IPif1/3AL7j7ybP+FS1HaABipql099cMAVPWZ3OQ0BeGb9HTo3Rs++wwmTYJrrvGv354je6hctjKqyvhF47mp5U0nuQAahuEbVWX17tX8uvHX42X17tUARJeKpkPdDsy4aQbRpaKP5z4JB/l2cxWRWkBdoKyItMYZqAEqAAVd9VQXZ8/IINFT56u+Qw4yDsRNgxEfH19AkYonERHw3nuQmAg33QRxcdAh208UjqUe4/FZj/PGwjdIGJRAfMV4BrQZEDqBDaMYICKcVvU0Tqt6Gv1bu9Q52w9uZ/am2fy68Vc27NtwfGX3dZOuIy09jcl9JgOw9+je4yvEc2TrVpg+HW6+GUoFPtBlbkfsCtwKxAH/9qo/ADxawHP7mpDTHOp9oqrjgHHgRhAFlKnYUrYsfPkldOwIV1wBc+c6Q3ZWFm9bTL8v+rE0aSl3tLmDytGVQy+sYRRTaparydVNr+bqplefUH9O/DmkpbtUO6pKk1ebEBMVwznx59AlvgvnxJ/j7BjglEKdOqAKZ53ltk87Dbp0Cbi8OSoIVX0XeFdErglCcqBEoJ7XdhywBSidTb1RQKpXh2nTXNTXHj2cu3Rlr/v/mwvf5K5pd1E5ujJTb5jKZaddFj5hDaMEcW/He4+/T0lPYViXYfy68Vdm/j2TiQve54L1cN3fZbhylVA6KpqV86bTuk4bSo8bB/Hx0KJFcARTVb8KcBnwEPB4RvGjTwNgWQ7Hm44bMXQE/vDUlwLWAg1xymIxcIY/Mp511llq5M5PP6mWLq3aubPqwYOqh5MPa//J/ZWR6CXvXaJJB5PCLaJhGKqa/uqrmhYbowp6JLqUzmwZq7f2RCMfQ5/66SlVVd1/dL8m7kvM9zmA+ZrNPdXfYH1jcTaHC4A3gWuBP3Lp8xHO6FxNRBKBEUCURymNBabhPJjW4Nxcb/PsSxWRIcBMnJvreFVd7o+chn+cey5MmOAM1z36rudA92tYtG0hw88ZzhPnP0FkRJBT0xmGcTKrV8OUKa68+iqceSbSpAnS72a48kqiL7iAS6OjaXlwG5dt/JU7p97Jv2b966TDBDKmlt/B+lS1pddrOeBzVb00IFIECPNiyhuvv3GIu1Y1IqrsUSbe8D5XNb0i3CIZRsli927ngz5liouPAy6I2pgxcP75OXYNVBDBfK+k9iJjvcNhEamDyyrnw8RpFCUG3xFL36pjSHltPjP+cwV+Rl0xDCO/HDsGM2Y4zyOAMmXcaKFOHXj5ZRcjJyEhV+UQKvz1i/pKRCoBLwALcV5FbwRLKCN4JKclM/CrgfRs0pNeTXvxwSN9iN8PzzwDVarA00+HW0LDKGbs3+8UwhdfOC+RAwfcPG/37i6zV1KSczMshOSqIEQkAvheVfcCn4nIVCBaVfcFWzgj8KSlp7Fq16oT0jKOHu1Gus8847yaHnwwjAIaRmElL7mf9+6FSpXc+xtvhK+/hho1nOGvVy+40CtKUSFVDuCHglDVdBF5Cejk2T4GHAu2YEZg2bRvExXKVKBidEV+vPXHE5b5i7iYTXv3urAcFSrAP/4RPlkNo1DinfvZV76FDRvcKOGLL5wP+caNLpzyv/4Fjzzi/Msji5YDiL82iG9E5BopitGmDBK2JdDxrY70/9Kt5vQVAyYy0q22vuwyF9zvDZtANIxMsuZ+3ublJbRggYut36AB3Hcf7NkDjz6aqQw6dnSL2AKsHLKLMhvInOf+2iDuB2KBVBE5ilu7oKpaIWCSGEFh5pqZXDvpWipFV2LkeSNzbFu6tIvXdPXVMHCgq7vjjuDLaBiFHu/sbampcPnl8PjjcOWVULMmREW5fL+9egUnQ5cPQpFgyS8FoaoBTDdjhIpJyydx4+c30qx6M6bdOI26Ferm2qdMGfj8c1MShnGcrVth/PjM7G0pKW7U8N13TkHExbmsXMUQv6aYROR7f+qMwsNHSz/ihs9uoEPdDvx8689+KYcMMpREjx5OSdh0k1HiSE93C9fAjR6OZTG7li7t8j8Xc3KL5hqNW0FdTUQqc2I01zpBls3IJx8s+YBbJt9Cl/gufH3j15QrXS7PxyhTxk03XXONjSSMEkJ6uhsJTJoEn37qbAk7dvgeHQQ493NhJbcppn8A9+KUwQIyFcR+wIcZ3wg37yS8Q/8p/bmg4QV82edLYkvH5vtY0dEnKom0NGfANoxix9Sp7se9ebN7OurWDa691sXKX7Qo3NKFjdyiuf4H+I+I3K2qr4RIJiOfpGs6Hy79kItPuZjJfSYTE1XQlB2ZSuLaa+HOO50r7COPFFxWwwgbGSOFiROdse2885wdoV07Z2i+/HLn6234baR+RUQ646KzlvKqfy9Ichl5JDU9lVIRpZjcZzKCUDYqcItvoqOda/ctt8CwYW7k/eyz+c9vbRghR9UlQZk40U0hJSa6kULjxk5BtGrlfuTGCfgbzfV9oBGQAGRYZhQwBVEIeHvR24xbOI6ZN82kQpngPPlERcEHH7jFoc8/71Zejx1b5Nb9GCUJ1czkOunpbrSwa5cLcfHcczZS8AN/10G0BZqpP6FfjZBTMboiNWJrHE9fGCwiItwC0ipVXHiOffvg/ffdg5hhFApUYckSFw7jk0/g6FHYtMk9yUyZ4jKvVawYbimLDP4qiGVALWBrEGUx8siBYwcoX6Y8Vze9ml6n9yIUC91F4KmnXMymoUOdkvj8cxdzzDDCypQpzkD2559OIVx0EVx/vVvYVrq0szEYecLfUBvVgBUiMlNEvswouXUSkW4i8peIrBGRk0ybIvKgiCR4yjIRSRORKp5960VkqWefJXnIwpLtSzjl5VP4fOXnACFRDt488AC89ZZbK3ThhS4gpWGElA0b3FRRRh6FsmVdEL3//tdNLc2cCQMGOOVg5At/RxAj83pgEYnEucJegss/PU9EvlTVFRltVPUFXAhxROQK4D5V3e11mAtUdWdez13cWbdnHd0+6EaZyDK0reMzz0fQmDABhg93ccji4+Gee+B//3PhZqZNg9NPD6k4Rklj+3ZnaP7oo8z1CbGx0LQpXHqpK0bA8GsEoao/AeuBKM/7ebi8EDnRHlijqmtVNRn4GOiZQ/sbgI/8kackk3Qoia4fdOVo6lFm3jST+IrxITv3hAluPcSGDW6qd8MGGDfOjeoPHXLBKn/6KWTiGCWFjBhIx445r6N77oGDB13ykr//hiFDwitfMcbfUBt3AJ8C//NU1QUm59KtLrDJazvRU+fr+DFAN+Azr2rFRZFdICIDc5BtoIjMF5H5O3bsyEWkos2BYwfoMaEHifsTmXrjVM6ocUZIzz98OBw+fGLd4cMuTM3vv7vIxpdc4rydDKNAHDniVjNffbWLhArOG+KNN2DZMmeIHjYMTjklvHIWc/y1QdwFnI1bQY2qrgZq5NLH16R4dl5QVwCzs0wvna2qbYDuwF0icq6vjqo6TlXbqmrb6tWr5yJS0SVd0+n7eV8StiUw6bpJdK7XOeQybNyYfX3DhjB7tvsv9+sHTz6JpTA18s78+XDbbc6WcN11LpxF+/YuQB64hDtnhPbBqCTjr4I45pkmAkBESpH9zT6DRKCe13YcsCWbtn3IMr2kqls8r0nAF7gpqxLL47Me56tVXzGm2xguO+2ysMgQn81sVkZ95cou3e7NN8OIEW5h3ZEjoZPPKIKowh9/uPUJ4EYHn3/u4rt8+60LfTFmjFuIY4QeVc21AM8DjwJ/4ozOXwCjc+lTClgLNARKA4uBM3y0qwjsBmK96mKB8l7vfwO65SbnWWedpcWRj5d+rIxEb59yu6anp4dNjg8+UI2JUXX/aldiYly9N+npqk8+6fa3bau6cWN45DUKMatXq44cqdq4sfuhjBnj6o8cccUIGcB8zeae6u8I4hFgB7AUF8BvGvCvXBRPKjAEmAmsBCaq6nIRGSQi3iHfegHfqOohr7qawK8ishj4A/haVWf4KWuxo2J0RS4/7XJeu+y1kLuzetO3rzNK16/v1kPUr++2+/Y9sZ0IPPYYTJ7sXNLbtnWZGg2DY8ecN0PjxvDEEy4G0ptvuuEmuLgu0cFd8Gn4j6gfE8UiEgscVdU0z3YkUEZVD+fcM7S0bdtW588vPksm0tLTiIwo2rEsVqyAq66CdevglVdcrmuL4VSCOHzYLWBbvdplYAMXNbVRI7jhBqcgjLAiIgtU1ae/vL8jiO8B7+hvZYHvCiqYkT3HUo9xwbsX8Mrcoh1Et1kzN8V8ySUuGuw//nFy7hWjmJGW5lZQ3nqrS8d5443wzjuZX/zYsfDgg6YcigD+KohoVT2YseF5X/BY0ka2pGkaNcvVpFa5WuEWpcBUqgRffeW8Et94wwXP3LAh3FIZASdjNmLMGPdE8MUXLtTFrFmwZo0F7SqC+KsgDolIm4wNETkLMP+UIKGqxETFMPHaiVx3xnXhFicgREa6dU2TJrlpp9atndIwijhbt8JLL7lw2ZMmubrevV2gvG3bXDyW8893kR6NIoe/39q9wCQR+UVEfgE+wRmgjQCTsC2BzuM7s27PurAapIPFtdfCwoXQoIHL9z50aKaLu1FESEtzoS66d3fTREOHunhHMZ5Jhbg4N3IoG7icJEZ48Ddh0DwROR1oglsA96eq2t86wBxMPkjvT3tzMPlgvvJIFxVOPdWtf3rgAffwOXs2fPyx84oyCinp6S6sRePGbjTwxBNukcuwYXDTTRaEq5jib7A+gHZkZpRrLSKWUS7ADP56MGt2r+GHm3+gemzxXRUOzpPxtdfc7MOAAW7K6e23oWdO0bqM0LN6Nbz3nkv8sXevmzaKjnZG6Dp1bOqomONvLKb3gReBLjhF0Q6XRMgIEO8mvMv7S97n8XMf57wG54VbnJBx3XVuyqlhQ+cO+49/uDhsRpj59Vfo3Nkl2Hn6aWjSBF5/PVMhxMUFTzls3eo8GbZtC87xDf/JbgWdd8EtdBN/2oazFNWV1Ct3rNSY0TF6/jvna2paarjFCQtHj6o+9JCqiGqjRqq//RZuiUoAW7aonnuu6tatqikpql9/rbp8uds3d65qs2aqzz2nmpgYWrnuvFM1IkJ18ODQnreEQgBWUmdklDMCzJGUI/T+tDcxUTFMuHpCkV8Yl1/KlHG5X3780SUA69LFrcY2A3YQGTUKfvkFunWDevXgssvcGgVw2deWLYOHHoK6PoMwB4etW91cY3q6e7VRRFjx1waRkVHuD+D4MidVvTIoUpUgHvjmAZZsX8K0G6dRp3wdAGq9WIvth7af1LZmbE22DS3ef5hzz3WRnO+5x6U2nT7dhQ83G2iA2brVZXpShcWLoWtXl4mtRw+3P1wedKNGZeZ/SEtz26+9Fh5ZDL9HECOBq4CngZe8ilEAftnwC/+d/1+GdhpK98bdj9f7Ug451Rc3KlRwC28//RTWr3cG7OefdyMLI5+kpLiFJ4MHO6UwalSmEihd2oW+uOqq8KbnzBg9JHsCRycn2ygizOQlo9yfQHlPWempMwpAl/gufHrdp4y+aHS4RSmUXHMNLF3qZkAefhg6dICEhHBLVcRYtsz5E8fFuYUnn30G8+a5G29ammtTWG7E3qOHDDJGEUZY8NeL6XpcVNXrgOuBuSJybTAFK+4kHUpCRLim2TWUjrSk6tlRu7ZLDzBpEiQmusiww4fD0aPhlqwI8O230KIFvPwynH22C5qXmOiGZ4XxRjxnTuboIYPkZLdoxggL/k4xDQfaqeotqnozLnnPY8ETq3gzafkkGr3ciEVbF4VblCKBiFuBvXKly1b39NMusoOFEPciNdUZbK6/Hp591tWdd54Lobtli9OyV17pEu8U1hvxokXeqUYyyyL7n4QLfxVEhLrMbhnsykNfIwvt67ZnQOsBtKjZItyiFCmqVHEzITNnuhHEOee4RXbFPBV5zqxa5VYz16/vDMw//JC5r3RpGDIEsqbitRux4Sf+3uRniMhMEblVRG4Fvgam59ZJRLqJyF8iskZEHvGx/3wR2SciCZ7yuL99iyIZvsX1K9VnTLcxlIrw7URWM7ZmnupLGpde6qbWH3zQLfJt0gT693f3yIgIF+dpwoRwS+lFoBd+eedxffhheOEFaNPG2Re2bIFHisXfxSgMZLdAImsBrgb+Dfwf0MuP9pHA38ApZKYcbZalzfnA1Pz09VUK+0K5j5d+rN0+6Ka7D+8OtyjFhuXLVZs2Pflx2Fcq1LARiIVfaWmqs2ap9uunGhur+vffrn7VKrfgzTDyCfldKCcip4rI2R5F8rmq3q+q9wG7RKRRLrqnPbBGVdeqajLwMeBvpJ2C9C2UbD+4nbum3cWuw7soX6Z8uMUpNjRrBocOnVx/+LAzZoedgi782r3bGY9PPRUuuMAZmm+6KTPMRePGzpJvGEEgtymmMcABH/WHPftyoi6wyWs70VOXlU4islhEpovIGXnsWyRQVQZPG8yB5AO8c9U72U4tGflj0ybf9Rs2FAJvJ18Lv3LjyBGXoxXcgGj0aDjlFLdicOtWt9q5QYOgiWwYGeSmIBqo6pKslao6HxfZNSd8LcXMmgB7IVBfVc8EXgEm56GvaygyUETmi8j8HYXUWjlx+UQ+X/k5T5z/BM2qNwu3OMWO+Pjs951+uktd4Efq9cCTl4VfqrBgAdx1l4uS2q+fq69a1bmmfvcd9O2bmXPBMEJAbgoiOod9uWUDSQTqeW3HAVu8G6jqfvWkMlXVaUCUiFTzp6/XMcapaltVbVs9q7dGIWDf0X38c8Y/Oav2WQztPDTc4hRLRo8++b4ZE+OceypXdimRO3Z0eSdCir8LvyZOdH67bdvC+PEuJtITT2Tur1Yt6KIahi9yUxDzROSOrJUiMgBYkFtfoLGINBSR0kAf4Mssx6klnrRpItLeI88uf/oWFUb8OIKkQ0mMvXysTS0Fib59Ydw458Uk4l7HjXPrJebPdw/tiYkuAGDPni7WU0jIbr3B7NluzcK+fa5u504XrfC//3Wjjg8+gIsuCpGQhpED2VmvnXGbmsBvwI9kxl/6CZgD1Mqpr6d/D2AVziNpuKduEDDI834IsBznpfQ70DmnvrmVwubFlLA1QSOeiNBBXw0KtyglnoMHVZ96SrViRRdS/IYbnANQSFm9WvXRR1Xr1nWuVuPGufq0tBALYhiZkIMXk6gfk7MicgHQ3LO5XFV/yKl9uGjbtq3Onz8/3GIAkK7pnPP2OazatYq/hvxFlbJVwi2SAezZ45YN/Oc/cOwY3HabCyuekx2jwBw+7PI3//yz8z7q0cMt3LjssvAGxzMMQEQWqKrPBHB+KYiiQmFSEClpKTw3+zkaVGrATS1vCrc4Rha2b3dTUBnpDwYMcGvOApIXW9VNLy1bBgMHurqbboLmzeHmm50R2jAKCaYgDCMbNm50Ru6333b39X79nHG7ceN8HGzbNpe7efx4+PPPTA+k6Jx8PQwjvOSkICyeUhAY9dMoJv85OdxiGH4QH+/y5qxd61IlfPSRc4298UY3APCb995zIbUfesgphrfecmsZTDkYRRhTEAHmWOoxPv/zc2atmxVuUYw8EBfn7BLr18PQoS63TosWcMUV8NNPPtZRrFjhgkFlBMfr3Nl1/PNPF2a2f38obyvmjaKNTTEFgdT0VJLTkomJskVNRZVdu1yk7Ndec16oZ50Fwwbv46pjnxD57niYOxdKlXKGjAcfDLe4hpFvbIopRMzeOJu9R/dSKqKUKYciTtWqMHKks1GMHQsH9ivNBnQkcvA/2LnhIEefehE2bzblYBRrTEEEiP3H9tPrk14M+HJAuEUxAsGGDfDkk5S9sBP/6J/Cyj+F/Y+9wD9a/0H1bUup9swD3DmiRt7sFIZRxDAFESBemP0COw7vYFiXYeEWxcgvR47Ahx/CxRdDw4YwYgTExkJSEhER0OHJy/nfwnbMmydcd53zfGrRwqV6mDQJUlLCfQGGEVhMQQSAzfs389Kcl7ih+Q20reNzKs8orKhmhnz9/XcXt+Pvv51yWLfOBcmre2Ig4bZtM8N3PPecm4a6/noXYPXxx52h2zCKA6YgAsCIH0eQpmmMvnB0uEUx/GXbNrekunnzzAxs550HP/6YqSByCaldrZrzal2zxnk9tWwJTz3lInNfeqmLwffuu+4whTLTnWHkgimIArIsaRlvJ7zNkHZDaFi5YbjFCQ2BTqEZSqZOhcsvz1yzUKkSdOjg9kVEuOuKyNvfIjLSHXL6dDd6GDEC/voLeveGW2915gxV9zpwoCkJo+hgCqKAPPzdw1QoU4Hh5xaG9GUhYtQo5+vvT/KbcKPqwrdmuHN//jksWuS8j/7800VWveGGgJ0uPt4piLVroUaNk/cfPuxCehhGUcAURAH4Yd0PTFs9jUe7PFpygvEVNIVmqNi2DV56yc37nHmmUwrg6jZuhGeegSZNgnb6yEjILn/V5s1wySVu8fXBg0ETwTAKjCmIfKKqPPjtg8RXjOfuDneHW5zQkZ8UmqFk0ya3/Dkuzq1sjo11eRYaeVKoV67s7t4hILsIsRUrOjPHLbdA9epw7bXOC8pXbm3DCCe2kroAzN44m4PJB+l6ateQnTOsbN3qLLDeiZ7LlnXzKbVqhUcmVbeq+cAB91h++LBb9nzVVe4OfPrp4ZELZ2sYONCJlEFMjEtmdOONbnbr44/h009ddNmYGGfLuP56Fx3csosaoSCnldS5JuEpSqWwJQwqdtx5p2rp0i7ZTUYpXVp18ODQy7Jhg+ro0aqnnebkaNs2c196eujlyYYPPlCtX98lKapf321nJTVVddYs9/FWr+4uJyZG9eqrVd97T3XXrhALbZQoyCFhUFCnmESkm4j8JSJrROQRH/v7isgST/lNRM702rdeRJaKSIKIhD/Akhcvz32ZO6feSUpaCVsZlV0Kzd9+C60cw4a5xA3Dh7uRy1tvwfffZ+53WWwLBX37Os+m9HT32rfvyW0iI+H88+H112HLFrf04tZb3bKMm292xu6LL4ZXX3UzaEbomTChhLorZ6c5ClqASFy60FOA0ri0os2ytOkMVPa87w7M9dq3HqiWl3OGagTx6HeP6hUfXhGSc5V4UlJUp01zOUI3bXJ1U6eqPvmk6tq14ZUtyKSlqc6dqzpsmGrTppmDthYtVB95RPWXX9zHYwSXDz5wIzrvgXNMjO/RYFGEgqYczQ8i0gkYqapdPdvDPArpmWzaVwaWqWpdz/Z6oK2q7vT3nKG0QagqUoieVIsVqjB/vntM++gjSEqCKlXc+0svDbd0YeOvv9yCvGnT4JdfIDXV2dy7dnVZTC+5JHymoOJMgwZuDUtW6tcvHqvmc7JBlArieesC3gPiRKBDDu0HANO9thX4RkQU+J+qjvPVSUQGAgMB4oOaWBgOJh9k8bbFnB1/timHYHDsGJQp4xRCx44unPYVV7h5GcvfTJMmrgwdCvv2uamor792CuPjj12bFi2corj0UjjnHDN0B4KNG/NWX5wIpg3C1x3U53BFRC7AKQjvJURnq2ob3NTTXSJyrq++qjpOVduqatvq1asXVOYcee2P1+jydhdW7FgR1POUKJKSXNKFs8+GK690dTVrwpdfurUMn34KvXqVeOWQlYoV4ZprXHbTLVtg4UIXF6pGDfdxduvmRhcXXeTCf8yefbL5yPCP7J47g/w8WigIpoJIBOp5bccBW7I2EpGWwJtAT1XdlVGvqls8r0nAF0D7IMqaKweTD/LCby/Q/dTuNKveLJyiFA+mT3e+nHXqwJAhzk31oosyVzxfdpm7wxm5EhEBrVu7yCHffQe7d8PMmXD33S7x0WOPQZcu7uO89FKX48iXv4Hhm9GjTx6JxcS4+uJOMKeY5gGNRaQhsBnoA9zo3UBE4oHPgX6qusqrPhaIUNUDnveXAk8GUdZcee2P19h1ZBcjzhsRTjGKLkePOqVw8cUuFefy5bBypbur3XCDmxsxAkJMjFMEGeaaXbvg559h1iwXi3C4JypMdLQLQ9WliyudOrmRiXEiGZ5nw4e7aaX4eKccfHmkFTeCulBORHoAY3AeTeNVdbSIDAJQ1bEi8iZwDZBhAkpV1bYicgpu1ABOiX2oqrnq62AZqQ8mH6ThfxrStk5bpvednnsHw5GSAt9+6ybIJ092o4QPP3QK4dgxN21ktpyQs2OHUxizZ7uQWgsXukXxIk5Pd+rkTEAdO8Jpp+U5dqFRxMjJSG0rqf3g+dnP8/B3DzNnwBw6xnUM+PGLJdu3Q7Nmbr6jUiU3Yd6nj3P4LxWkgevWre4cn3xi7jx54NAhtxg9Q2HMneuM4OC+uvbtnbJo187lwrCPtnhhCqIAZIwezqp9FjNumhHQYxcbUlPd/MWkSS70xn/+4+offNCFz7700tAYmQcPhv/9DwYNcpZaI1+kpzuX2t9/zyzLlmWG4Kpb1ymKtm1dVJM2bZxfQSCYMKFkTuWEE1MQBSBj9PBb/9/oVK9TQI9d5PnlFxeSdPJk2LkTypVz/+axY0Mvi3ecqHDHhyqGHDwICQlueUpG+euvzP21ajlDeatWmaVRo7zFRcwpdpUpieBhCiKfHEo+RIP/NKBN7TbMvGlmwI5bZDlyxNkUevRw00RDh7on9iuugOuuc76VZcuGR7bBg13IjeRkN1q5/XYbReRAIJ7U9+939ouEBFcWLYIVK9yAEtzNvVkzZ9fwLtmNNor7grTCiimIfHIw+SAvzH6B7o27l1zbw549bjXWlCluRdbhwy7u0YUXOvtCTIxzhwknhTHKbCEmmE/qx445JbFoESxdmlmSkjLbVKsGTZs65ZHx2qwZ1KuX6eXsjUjm9JYReExBGHkjLc3NDSQkuInmtDR3o73qKmdsPu88iIoKt5SZeI8eMrBRRLaE40k9KcnZMZYuzfRwXr7cPX9kIOJbQdSrVzJWLYeLcIXaKNJ89ddXJKclc3XTq4t/WI30dJg3z+VrnjrVLVh78UVo3hwefdQtWmvXrvD6OxaWKLNFhHCEjqhRww06L7wws07VKY4VK1yZMsUNTrOOFjZtcuspTz01szRu7Gwcp5ziPK2M4GAjiGzoPqE7SYeSmH/H/OKtIO67z8057NjhFEDnztC/P9x2W7glM4JEYZ7r97aN1Krlsu3VqgVr1mSWrVtP7FOpklMUDRtmvtavn1nKlQvLpRQZbASRDbVerMX2Q9tPqq8ZW5PN929m68GtxUc5pKe7KaMZM9w4/6OPXH1KiovudvnlLixolRKSW7sEM3q0bxtEYQgd0bdv7naQgwedeWnNGli3zr1ft85NYU2d6uwg3lSpkqks6tVzRvl69TJL7drBW5pT1CnRH4sv5ZBRHxkRSVyFuBBLFAR++83lZP7mm0xLYevWbiVUxYouC41RoijqoSPKlYOWLV3JSnq6G2Fs2HByWbXKTWEdOHBin4gIN0qpW/fkUru2K3XquFhWxeV50V9KtILIibmJc+kQl1N08kLI3r3w00/uX3DXXS429IYNbtRw6aXODfXSSwO3qskosvjzpF4UiYjIvLl37uy7zb59zq7hXTZvdmX1ahevau/ek/uVKeMUSe3a7rVmTVe839es6ewt5csXD2ViCiIbikzE1qQkeOEFpxgWLHCPUGXLupAWTZq4SdzevQuvgdkwQkzFiq40b559m0OHXBj1rVt9lzVrXGiSnTt9e16VLu0URY0aUL26K9WqnVyqVs0shTGivSmIbChfpny4RTgRVUhMdB47P//slqrefrt7rHntNRfvYPhw54HUsaOrh8LljmoYRYTYWOcp1bhxzu1SU51/x/btriQlubJjR+b7pCQ3vbVz58nTW96UK5epLKpUcaVy5czXjPeVKmWW775z04ObNgVnqtAURGElYy0CwC23uF/CFk86jdhYF+wf3KPQ3r2F8/HDMIo5pUpl2in84dgxF359xw5Xdu9221nL7t3upr97t1srkrE6PSc2bHDOBxA4JVGiFUTN2JrZejGFlP37M2MVLFzoXmNiXJQ0cKOHCy5wI4MOHZyR2dvtwpSDYRQJypRxBu86dfzvo+qmvDKUxd69rgwY4JSJN4cPu4mEQCkIWwcBsHUrG7p3osPFG/juoaU0r5HD5GRBOHrURThbsQL+/hv+9S9X37s3TJzo3mdEPevQAUZYciLDMHwTERGY0CQ5rYMIquVSRLqJyF8iskZEHvGxX0TkZc/+JSLSxt++gST1iRHELdnAmwnxBVcOR464GAJffeXeA7zzjsu8EhvrbAc33ggjR7pHAoB//tPFO8qwik2b5pTD1q0urMW2bQWTyTCMYkcocmUHbYpJRCKB14BLcPmp54nIl6q6wqtZd6Cxp3QA/gt08LNvYNi6Fd55h0iF7rO3uZtx1gBvR486H7iMsd3evc7ydOWVzp9uxgx45BF3g9+xI7PfokVOIVSs6Jy2b7jBRSU74wxn/cowJGfnjzdqlMvgMmqUxRQyDOMEQrHgMZg2iPbAGlVdCyAiHwM9Ae+bfE/gPXXzXL+LSCURqQ008KNvYBg16rgFKOJosgvwEhPjVhiPHw9XX+28hrp2PblvvXpOQZQr59R2hw4QF+eO0aiRczMF6NXLlbywdSu8/bYbK779tss8b5FJDcPwEIoFj8FUEHWBTV7bibhRQm5t6vrZFwARGQgMBIjP69jKcxMuleYm8gScm8H117un/gYNXLuWLeHdd0/0L6tWLXPBWUbW90AyalTmRGJamo0iDMM4iWAveAymgvC1jjCrSSW7Nv70dZWq44Bx4IzUeRHwhJtwBpGRbgQxZkxmXa1acPPNeTp0gcgYPWREKE1OtlGEYRghJ5hG6kSgntd2HLDFzzb+9C04hTVMtC/FlTGKMAzDCBHBVBDzgMYi0lBESgN9gC+ztPkSuNnjzdQR2KeqW/3sW3AWLXJ+YlnLokUBP1WeKKyKyzCMEkXQpphUNVVEhgAzgUhgvKouF5FBnv1jgWlAD2ANcBi4Lae+wZK10BFuBWUYhoEtlDMMwyjRhG2hnGEYhlF0MQVhGIZh+MQUhGEYhuETUxCGYRiGT4qVkVpEdgAb8tm9GrAzgOIUBeyaiz8l7XrBrjmv1FfV6r52FCsFURBEZH52lvziil1z8aekXS/YNQcSm2IyDMMwfGIKwjAMw/CJKYhMxoVbgDBg11z8KWnXC3bNAcNsEIZhGIZPbARhGIZh+MQUhGEYhuGTEqUgRKSbiPwlImtE5BEf+0VEXvbsXyIibcIhZyDx45r7eq51iYj8JiJnhkPOQJLbNXu1ayciaSJybSjlCwb+XLOInC8iCSKyXER+CrWMgcaP33ZFEflKRBZ7rvm2cMgZKERkvIgkiciybPYH/v6lqiWi4MKG/w2cApQGFgPNsrTpAUzHZbTrCMwNt9whuObOQGXP++4l4Zq92v2ACzl/bbjlDsH3XAmX0z3es10j3HKH4JofBZ7zvK8O7AZKh1v2AlzzuUAbYFk2+wN+/ypJI4j2wBpVXauqycDHQM8sbXoC76njd6CSiNQOtaABJNdrVtXfVHWPZ/N3XPa+oow/3zPA3cBnQFIohQsS/lzzjcDnqroRQFWL+nX7c80KlBcRAcrhFERqaMUMHKr6M+4asiPg96+SpCDqApu8thM9dXltU5TI6/UMwD2BFGVyvWYRqQv0AsaGUK5g4s/3fBpQWUR+FJEFIhLCJOtBwZ9rfhVoiktXvBT4p6pmyeVbrAj4/StoGeUKIeKjLquPrz9tihJ+X4+IXIBTEF2CKlHw8eeaxwAPq2qae7gs8vhzzaWAs4CLgLLAHBH5XVVXBVu4IOHPNXcFEoALgUbAtyLyi6ruD7Js4SLg96+SpCASgXpe23G4J4u8tilK+HU9ItISeBPorqq7QiRbsPDnmtsCH3uUQzWgh4ikqurkkEgYePz9be9U1UPAIRH5GTgTKKoKwp9rvg14Vt0E/RoRWQecDvwRGhFDTsDvXyVpimke0FhEGopIaaAP8GWWNl8CN3u8AToC+1R1a6gFDSC5XrOIxAOfA/2K8NOkN7les6o2VNUGqtoA+BQYXISVA/j3254CnCMipUQkBugArAyxnIHEn2veiBsxISI1gSbA2pBKGVoCfv8qMSMIVU0VkSHATJwHxHhVXS4igzz7x+I8WnoAa4DDuCeQIouf1/w4UBV43fNEnapFOBKmn9dcrPDnmlV1pYjMAJYA6cCbqurTXbIo4Of3PAp4R0SW4qZfHlbVIhsGXEQ+As4HqolIIjACiILg3b8s1IZhGIbhk5I0xWQYhmHkAVMQhmEYhk9MQRiGYRg+MQVhGIZh+MQUhGEYhuETUxCGYRiGT0xBGCUCEanqCXWdICLbRGSz5/1BEXk9COd7R0TWZfjle7ZDFlZcRHp7wj5PDdU5jeJHiVkoZ5RsPCFEWgGIyEjgoKq+GOTTPqiqnwbzBCISqappWetV9RMR2Q4MDeb5jeKNjSCMEo0nic5Uz/uRIvKuiHwjIutF5GoReV5ElorIDBGJ8rQ7S0R+8kRFnZmHkMrnikvKtDZjNOEJi/CCiCzznKd3Vrk826+KyK2e9+tF5HER+RW4TkTuEZEVniQxHwfw4zFKODaCMIwTaQRcADQD5gDXqOpDIvIFcJmIfA28AvRU1R2eG/pooL8fx66Ni5Z7Oi5uzqfA1biRzZm4wIHzPIH0cuOoqnYBEJEtQENVPSYilfy+UsPIBVMQhnEi01U1xRO/JxKY4alfCjTABXxrjgsdjaeNvwHRJnvyEazwBI8DpzA+8kwTbReXCrQdkFtI6k+83i8BJojIZGCyn7IYRq6YgjCMEzkGoKrpIpKimcHK0nH/FwGWq2qn/B7bg2R5zUoqJ04BR2fZf8jr/WW4dJRXAo+JyBmqWmQzpxmFB7NBGEbe+AuoLiKdAEQkSkTOKMDxfgZ6i0ikiFTH3ej/ADYAzUSkjIhUxBO2OisiEgHUU9VZwEO43NPlCiCPYRzHRhCGkQdUNdljYH7Zc+MuhctQtzyfh/wC6AQsxmX/ekhVtwGIyETc9NFqYFE2/SOBDzyyCPB/qro3n7IYxglYuG/DCAIi8g4wNdhurrnIcD4wVFUvD5cMRtHGppgMIzjsA0ZlLJQLNR7vqteBPeE4v1E8sBGEYRiG4RMbQRiGYRg+MQVhGIZh+MQUhGEYhuETUxCGYRiGT/4fOlZhctaBi0AAAAAASUVORK5CYII=\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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DljBj61YYMMCEWThwwBzLl8+sxh0+3Nj71641/vt2cjesEJMWIHho2LChLlu2LNvtdOliXJwPHvSAUBZLoLJvHwwZYiJlbthgjtWubR78DRr4VzaLTxGR5ara0NW5kB8RpEWtWnDokCkWS8iQlAQLFsDSpWY/IcGs3i1RAj7/3Lh8rl4dGEpg//7LRycWvxHWigDsPIElBEhKgoUL4aWXjHfEDTfABx+Yc+XKmSxZs2ebxV0VK/pX1pT062fcUfv187ckYU/YKoKUMYcslqCmTRtj5//yS7OC94cfYOTI5POB6Mu/f78JF52UZD7tqMCvhK0iiIkxmePshLElqDh82Hj6tGwJ58+bY08+CaNHm3NTphgPiUB8+KekXz+jBMCsUbCjAr8StopAxIwK7IjAEvAkJMDUqSahealSxsRz/LgJ3gYmDv+jjwb+w9+JczQQH2/24+PtqMDPhK0iADNPsG5d8ouJxRJQOH+YK1aYtIj//GPmAdauhZUroVo1/8qXVVKOBpzYUYFfCfkFZelRs6aJN7RrV2DNoVnCGOfb/9dfm0UvX38NjRqZVb8tW4ZGWr1Fi5JHA07i482Et8UvhP2IAKx5yBIAHDsGH38MlSvDPffA+vVmG4wds3Xr0FACYEYzqleWlSv9LVlg40V327BWBM4MZXbC2OJ33n3XRPSsVAkmTYIdO+D11/0tlSWQ8KK7bVgrgvz5zejbjggsPkXVmHpuucWEdgZ47TUTyfPPP6FDBxPp02Jx4mV327BWBGDMQ3ZEYPEJCQkwdqxJwdimDWzalJzQpVy5ZFulxZIaL7vbhr0iqFkT/v33yrkri8WjqEKzZvDIIxAXZ2L9bN9uvIEslvTwgbtt2CuCWrXMi9rmzf6WxBJynDsH335r3uRE4JlnYPJkMxH8xBOQK5e/JbQEAz5wtw17RVC3rvlcscKvYlhCAadXx44dJo5/pUrQrZux+wN07gx3352cytFicQcfuNt69RcpIreLyCYR2SoivV2cLyAiU0VktYisF5EnvCmPK6pXNyHZ//nH1z1bQo6+fc3kb82aZuFXjRrw119mUthiySo+cLf1mmuCiOQEvgBaAbHAUhH5VVU3pKj2LLBBVe8UkWLAJhEZo6o+s9jnzGnidC1Z4qseLSHJ/v0wapT5B71wASZONOsBLJYgwJsjgsbAVlXd7niwjwPap6qjQD4RESAvcAxI8KJMLmnc2IRov3DB1z1bghpVmDYNbrsN3nkn2Y4bEWHCPlssQYI3FUFpYE+K/VjHsZQMAa4B9gFrgRdU9YrIPyLSXUSWiciyw4cPe1zQJk1MDuNVqzzetCVUWb7cmHzuuAO2bDHRP20QNUuQ4k1F4Crpaeq8mK2BVUApoC4wRESuCKGoqsNUtaGqNixWrJin5aRxY/NpzUOWDDl3zoR5btjQLEAZPNiMCFKnfLVB1CxBhDcVQSxQNsV+Gcybf0qeACapYSuwA7jaizK5pHRpE93XKgJLmjgf9Llzw8mT8OabJhn8c8+ZH44NomYJYrypCJYCVUWkoojkAh4Cfk1VZzdwC4CIxADVge1elClNmjSxnkOWNJg2DerXh9hYsx5g6lR4/30oUMCct0HULEFOuopARAq7UQq6ulZVE4DngBnARuAnVV0vIk+JyFOOav2AZiKyFpgN9FLVIx67u0zQuLF5wTt2zB+9WwKSbdvMyt877jAmoUOHzHFxZfW0WIKXjNxH9zlKer/8nEA5VydUdRowLdWxoSm29wG3uSWpl3HOEyxdaiL+WsIYVfi//zM2/ogIEx76hRfsSmBLyJKRaWijqlZS1YppFeCoLwT1Ng0bmhc9ax6yIJIcB2jTJhMZNJiVgBfj2FtCg4wUQVM32nCnTsCTPz9cc42dMA5bzp6Fl19OjjUydCj89JPxJAh2vBjH3hIapKsIVDXNJVYisjujOsFG48ZGEaT2BLSEODNmmLAQAwcmxwUKlWxgXo5jbwkNsuM1FHIzZk2awOHDsHOnvyWx+ITTp6FrV7j9doiKMnGCXnnF31J5Fi/HsbeEBtlRBCH33mwXloUZQ4eat+TevY2r5w03+Fsiz+KDOPaW0CBdryEReTmtU5jYQCFFrVrmxXDJEnjwQX9LY/EKcXEmTPTVV8OLL0KLFtCokb+l8g7pxbH/4gv/yGQJSDJyH82XzrnPPSlIIBAZadYNWc+hEGXtWnj0UTh61GQiypMndJUA+CSOvSU0yEgRbAFmqGpIuIi6Q+PG8PXXJghdqMwXhj2qMGgQvP46FCpksoblyeNvqbyPXdlscZOM5gjKARNEZL6I9BGRJo6Q0SFL48Zw/rzJJmgJAc6dM3kBXnzRTAqvXQvt2vlbKosloMjIffRDVW0JtAVWA12AFSLyo4g85ogPFFI0aWI+rXkoRIiKMp8DB8KUKeCF6LUWS7DjlteQqp5W1cmq2kNV6wHvAcWA770qnR+oWBGKFLGeQ0GN0xS0e7fJDzxpkhkRhPZg1mLJMhl5DdVP5/SfqjrAw/L4HZHkhWWWIOTYMZMkfupUOHIE/vtfqwAslgzIaLI4vQe9Ai09KEvA0KQJTJ9u1hvlS89vyhJYrFkDd99twkV//jn07OlviSyWoCBdRaCqN/tKkECicWNjXVi+3LiZW4KA+fPNZHDBgmbbOdljsVgyxK05AhGJFJHnReRnR3lORELWudLpWm7NQ0FE3brwwAOwbJlVAhZLJnE3xMRXQAPgS0dp4DgWkhQtCpUrW8+hgOfECRMx9Nw5Y8MbMQJKlvS3VBZL0JHRHIGTRqpaJ8X+HBFZ7Q2BAoXGjY2FwRKgbNwI7dubcBFt28Ktt/pbIoslaHF3RJAoIpWdOyJSCUj0jkiBQePGZs5x3z5/S2K5gjlzoGlTk0T+zz+tErBYsom7iuA14E8RmSsi84A5QIjF670cZyRSax4KMCZONLlEy5QxkzihFjHUYvEDbpmGVHW2iFQFqmMij/6rqnFelczPNGgAuXPD3LnQoYO/pbFcom5duPdeExCqQAF/S2OxhATueg3lBFoDLYBbgGfTCVEdElx1lXnZnDPH35JYiIuDYcOMT2/lyjBunFUCFosHcXeyeCpwAVgLJGVQN2Ro2RLeeAMOHoSYkIuqFCQcP26GZPPmQfXqJgm7xeIlLl68SGxsLBcuBG8G3qioKMqUKUNkJsInu6sIyqhq7ayJFby0dKybnjvXJqrxC7GxcNttsG0bjBmTrAT274eHHoLx46FECf/KaAkpYmNjyZcvHxUqVCAYAy2rKkePHiU2NpaKFSu6fZ27k8V/iMhtWRMteKlf31ggZs/2tyRhyJYtxjYXG2uSyz/ySPK5fv3g779t/l2Lx7lw4QJFihQJSiUAICIUKVIk0yMadxXBYmCyiJwXkVMiclpETmVayiAjIsK8hNp5Aj+wezckJJjhWMo4H848vElJNv+uxSsEqxJwkhX53VUEA4CmQB5Vza+q+VQ1f6Z7C0JatjSWiV27/C1JmHDokPm85RbYutUMy1KSMg+vM/+uxWLJFu4qgi3AOlVVbwoTiDjnCf78079yhAXTpkGlSiaBDCQnlXHiHA048/DGx9tRgcXiAdxVBPuBuSLyhoi87CzeFCxQuPZak9TKmoe8zPjxJmRE9erQrJnrOilHA07sqMBiyTbuKoIdwGwgF5AvRQl5cuSAm282E8bhNx7yEaNHm8ngZs2Mxi1e3HW9RYuSRwNO4uNh4ULvy2ix+JgJEybQpEkTateuTZUqVejbt6/X+nJ3ZbH3JAgCbrkFfvoJNm82L6wWD7J2LTz+uNG2U6dCnjxp11250ndyWSx+ZNSoUQwePJgpU6ZQpkwZzpw5w1dfeS/gc7ojAhHpk1ED6dURkdtFZJOIbBWR3mnUaSEiq0RkvSOOUcDhnCew5iEvUKsWjBqVsRKwWMKEU6dO8fLLL/PTTz9RpkwZAPLmzctrr73mtT4zGhF0zcBNVICHgD5XnDBhKb4AWgGxwFIR+VVVN6SoUxCT3+B2Vd0tImnYBPxL5cpQtqxRBE8/7W9pQoTRo6FmTahXDzp18rc0FssVvPgirFrl2Tbr1oXPPku/zuTJk2nSpAmVKlXybOfpkNEcwTdcPieQuuR11HFFY2Crqm5X1XhgHNA+VZ1HgEmquhtAVQ9l5Sa8jYgZFfz555VzlZYsMHy4MQd99JG/JbFYAo7169dTt27dNM8/+OCDDBiQXjr5zJNRzuLszA2UBvak2I8FUucQrAZEishcjGL5XFW/T92QiHQHugOUK1cuGyJlnZYtjQVjzRqj1S1Z5LvvoGtXE0p6xAh/S2OxpElGb+7eIjo6mvPnz7s898svv9CuXTtmzZrl0T7d9RrKCq6Wt6X2u4nApL28AxPd9D8iUu2Ki1SHqWpDVW1YrFgxz0vqBnaewAOMGQPdupkk81OmmDjfFovlMtq2bcuECRM4ePAgAHFxcXzzzTdcuHCBCRMm0KlTJ06ePOnRPr2pCGKBsin2ywCp833FAtNV9ayqHgH+AuoQgJQpA9WqWUWQZVTNWoEWLWDSpCsXi1ksFgAaNWpEnz59aN26NbVq1aJu3bocOnSITz75hDNnzvDUU0+xfv36NEcNWcHd6KNZYSlQVUQqAnsxk8qPpKrzCzBERCIwaxSaAAO9KFO2aNkSfvgBLl6ETER4taiaiZaffzZ+/3YkYLGkS6dOneiUwoli9+7d9O3blymOVfd9+/ZlzZo1NGmS2tqeNdxNTFNMRN4UkWEiMtxZ0rtGVROA54AZwEbgJ1VdLyJPichTjjobgenAGmAJ8K2qrsvODXmTli3hzBlYvtzfkgQRixaZUcCRI5ArF+TN62+JLJago1y5cnz33XeX9t99912PKQFwf0TwCzAfmEUmktar6jRgWqpjQ1PtfwJ84m6b/sQZBHP2bLjuOr+KEhysXg1t20LRomYYZbFYAhJ3FUEeVe3lVUmCgGLFoHZtM0/w1lv+libA2bzZJJXJmxdmzYKSJf0tkcViSQN3J4t/E5G2XpUkSGjZEhYsgCDOZOd99u6FW281cwOzZkH58v6WyGKxpIO7iuAFjDK44EhKExaJaVxxyy0ml/qiRf6WJICJjzdJnmfMsMGZLJYgwN2gc2ERadQdbrrJZC774w8TJ82SgosXIWdOqFgRliwxnkIWiyXgcXsdgYjcJSL9HaWdN4UKZPLnNwpg8mQblvoykpJM2IjHHkt2F7VYLEGBu+6jH2LMQxsc5QXHsbCkQweTRXHDhozrhg1vvAFjx5pMPlYJWCxBhbsjgrZAK1UdrqrDgdsdx8KS9o7QeZMn+1cOr7N/PzRvnnEqyCFD4OOPTWjW3i6jjVsslgAmMyEmCqbYLuBhOYKKUqWgSZPk1LohS79+8Pff6aeCnDQJnn/eaMfBg+1owGIJQtxdR/ABsFJE/sQEk7sJeMNrUgUBHTqYl9/du8GTAVFjT8Uybcs09pzcQ1RE1GWlYqGKtKzY0nOdpYczUXxSkvn8z3+gRIkr6xUqZILI/fijmSi2WCweYcKECfTv35/z589z7tw5OnXqxLvvvuuVvtz1GhrrCBXdCKMIeqlqBvaC0MapCKZMMS/E2eX9v97npw0/sebgmjTrtKvW7pIi6DG1B+2qtePO6ndmv3NXpEwU70wQ/8UXyefj403IiJtvtu5TFouHCbRUlVc7PusDJTHRQvcApRzHwpZq1aBGjaybh85dPMeAhcnJJVYdXEWhqEJ8fOvHrH9mPUnvJBH3dhwne5/k4KsH2fXiLr5u9zUAJy+cZM7OOWw7vg2AQ2cP0XNaTzYf3Zzd2zI4RwPORPHx8WbfOVdw5gw0beq/gO0WSwgTiKkqX8YkhHGVDkcBH9kpApO77zZJto4ehSJFMnftF0u+oNesXjxe93GK5inK+PvGk0Mu18u5cuYiV85c5L8q/2XHC0QVYEvPLSQmmbBPGw9v5JsV3/DF0i9of3V7Xmv2Gs3KNsv6jaUcDThxjgoGDzapJVetgvffz3ofFksQ0GJkiwzrtKvWjlebvXqpfue6nelctzNHzh3hvp/uu6zu3M5zM2wv4FJVqmp3x2YbVb05ZSGMvYacdOhgno9Tp7pXX1WJPRULwAvXvcBfT/xF0TxFAa5QAu6QM4exyTev0JxdL+7irRvf4q9df3H98Otp9l0zJm+cfElZZIpFi5JHA07i42HhQnj7bTMMGjjQzA1YLBaPkl6qyoYNG/Lss8/SvHlz1q9f77lOVTXDAqxw55gvSoMGDTRQSEpSLVNGtX37jOsePHNQ245pq2U+LaMnzp/wmkxn4s7o4H8Ga8XPKip90OqDq+vUTVM1KSkp+41//70qqPboYW7eYgkxNmzY4G8RtE+fPtqrV68rju/evVuffvppVVUdMGCATp8+Pc02XN0HsEzTeK5mNEdQQkQaALlFpJ6I1HeUFkAez6mj4ETEmIdmzICzZ9OuN2v7LGp/VZvZ22fT+/re5L8qPyX6l0D6yhWlRH8XnjmZIDpXNM81fo7NPTcz/r7xiAh3jr2T12Z6wL545oyJKGrdRC0Wr5FWqsrly5ezefNmunTpwpw5c2jdurXH+sxojqA10BmTZvLTFMdPA296TIogpkMHs55qxgy4554rzy/du5Q7fryDKoWrMLPTTGrF1ALg4NmDLttL63hmicgRwQPXPkCHqzswZMkQmpZtCsCJCycQhAJRmVgK4gwZ8fTT0KMH5PBmhlOLJbxJmaoyMTGRhIQEHn30UXbv3s2AAQOoU6cO9957L2fPniU6OtojfaarCFR1FDBKRO5V1Yke6THEuOkm40o/ZcqViuDw2cPc+9O9lMxbkr86/0WRPJmcUfYAkTkjeanpS5f235j1BlM3T2Vzz83kiXRjUHf+PLRrBy++CHfeaZWAxeIDUqeqBDNSOHLkCDly5OCaa67xmBIA99cRTBSRO4BrgagUx//rMUmClIgI83z89dfLcxknJCXw8MSHOXT2EAufXOgXJeCKrvW7UrN4zUtK4MSFExSMKui6sio884zJxPPSS67rWCwWnzBt2rSMK2URd4PODQUeBHpiFpTdD9hsIw46dIATJ2DevORjb895m9k7ZvPVHV9Rv2TgLLloUKoBzzZ+FoDZ22dT/rPyDFs+zOkAcDlffQUjR8K775pRgcViCUncHec3U9XHgOOq2hdoCpT1nljBxW23Qe7cyYvLVh1YxUcLPqJHgx48Ue8Jv8qWHpULV6ZhqYb0+K0HrX9oze6Tu5NP/v03vPCCUQDvvOM/IS0Wi9dxVxE4EzOeE5FSwEWgondECj7y5IHWrY0iSEqCuiXq8stDv/D57Z+neU2OczGZOu4NKhSswMxOM/my7Zcs3LOQml/W5LsV35nRwdSpJsHM6NF2XsBiCXHcDTo3VUQKAp8AKzCrir/xllDBSIcOMGXaacbO2UHHW2tzV/W70q3/fe0DdO8O584lH8uTB4YN87KgqcghOXi60dPcXuV2uvzaha5Tu/LstGeJyx1HoQ5w/PNCl+rGRMdw4NWwDjFlsYQkGb7qiUgOYLaqnnB4DpUHrlZVay9IQbt2IHf05Im/r+fw2cMZ1u/Y0Tz0y5c3npnly5v9jh19IKwLKhaqyOzHZjN/7+1U3h8HAsdTORV5yrXVYrEEFhkqAlVNIkWsIVWNU9WTXpUqCClcGG6Tj4me9hMFcxVz65qOHWHnTmNO2rnTf0rASY7vR3PDN9N5eK1/5bBYLL7FXePv/0TkXhG7nDQtVJVnHi/OiaVt+OMPf0uTBdatMwvGWrSgTwt/C2OxWHyJu4rgZWACECcip0TktIic8qJcQcXcnXNpNrwZ1zTdSUwMDB/ub4kyyZkzcP/9kD8/jB1Los0vY7GEFW4pAlXNp6o5VDWXquZ37OfP+MrQR1V5d+677DqxizIFY3jsMfjtt4zT/AYUAwbA5s0m+byrLGSpcLnmwGKxBC3uLiib7c6xcOTPnX/y166/eOOGN8gdmZsuXUxo6tGj/S1ZJnjjDfjjj0uZxmKiXbuwxkTHsOrAKlp+3/LyNQcWi8XjTJgwgSZNmlC7dm2qVKlC3759vdZXuu6jIhKFiTJaVEQKYVYVA+QHSnlNqiDBORoola8U3Rp0A+Dqq6FZM2MeevXVAA/SuWkTFCvmmOm+7dLh9FxEp22ZxvJ9y6n3dT2+v/t77qh2hy8kBaBE/xIuPZesW6sl1PB1qsqM1hH0AF7EPPSXk6wITgFfpHFN2DBnxxz+3v03g9sMJiriUggmunSBrl1h8WKT0TEgOXXK+LwWL25WEbupsdpWbcuKHiu4f8L9tBvbjtebvc77t7xPRA53l6RkHW9HbLVYrqBFiyuPPfCAicF17hy0dZGfq3NnU44cgfsuz1DG3LkZdulMVbl06VKfparMKEPZ56paEXhVVSupakVHqaOqQzJqXERuF5FNIrJVRHqnU6+RiCSKyH1p1Qk0nKOB0vlK07V+18vOPfAAREfDd9/5SbiMUDWaascO+PDDTA9bqhSuwsIuC+levzsfL/yYlqNasv/0fi8Ja7GEF/5IVelu9NHBItIMqJDyGlX9Pq1rRCQnZtTQCpP0fqmI/KqqG1zU+wiYkWnp/cis7bNYsGcBX7T94rLRAEC+fEYZjB9v8rvnzesfGdNk6FCYMMEkXL7xxiw1kTsyN1/f+TU3lr+RHr/1oN7X9Rh33zhaVGjhWVktFn+S3ht8njzpny9a1K0RQGrSS1U5fvx4FixYQFJSEtHR0Xz00UeZbt8V7k4Wjwb6AzcAjRylYQaXNQa2qup2VY0HxgHtXdTrCUwEDrkrtL9xjgbK5i/Lk/WedFmnSxfjlfnzzz4WLiPWrjUhpW+/3UxiZJNHaz/KP13/oWBUQW75/hY+W/xZ9mW0WMKY6OhokpKSrji+aNEi/vnnHwYNGsSQIUPo16+fx/p0dx1BQ+B6VX1GVXs6yvMZXFMa2JNiP9Zx7BIiUhroAAxNryER6S4iy0Rk2eHDGYdv8Daxp2LZemwrb974JldFXOWyzvXXQ7VqAWgeKlrUZNAZNcpjweRqFq/J0m5Lub/G/Wl6HFksFvdIK1XlyJEjefHFFy/Vy5Url8f6dHeGbx1QAsiMIdiV4Tm1A/pnQC9VTUxv0bKqDgOGATRs2NDvTuxlC5Rl+wvbyZUz7S9CxIwKevc2LvrVqvlQwLRQhZIl4ccfPd50vqvyMfbesTi/x3HrxlGtSDWP5mKIiY5J02vIYgkV0kpVeeHCBSIikh/ZiYmJ5MzpmdWf7iqCosAGEVkCxDkPqmp6ITZjuTxnQRlgX6o6DYFxjodHUaCtiCSo6hQ35fI5Z+PPkjsyN3lzZWz4f+wxeOstGDECPvjAB8Klx6RJJrnyhAlQxDvZ0pxK4GLiRd758x2uKXYNvzz0i8faty6ilnDBVarK9evX88orr1CsWDFOnz7NwIEDKViwoEf6c1cR9MlC20uBqiJSEdgLPAQ8krKCwyMJABEZCfwWyEoAoM/cPkzZNIUNz2wgMmdkunVLloQ2bYwVpl8/k9bSL+zeDU8+CVWqmJlsLxOZM5KFTy68tH/o7CGiI6OJzuW5HKsWS7hx7bXXMnbsWK+07W6IiXnATiDSsb0Uk5cgvWsSgOcw3kAbgZ9Udb2IPCUiT2VLaj9yY/kb6VS7U4ZKwMmTT8L+/TB9upcFS4uEBHj0UfM5dix40K6YHkXzFKVonqKoKvdPuJ8m3zbh3yP/+qRvi8WSOdz1GuoG/Ax87ThUGpiS0XWqOk1Vq6lqZVV933FsqKpeMTmsqp1VNdB8bK7grup38U5z91Mx3HGHWbP1hb+W373/Psyfb/IPV6ni8+5FhLdvfJuDZw/S6JtGjFs3zucyWCyW9HHXbeRZ4HrMimJUdQtQ3FtCBSqzt89mz8k9GVdMQWQkPP+8GRGsXu0lwdLi/HkT9KhTJzMq8BOtKrdiZY+V1I6pzcMTH+bZ358lLiEu4wstFotPcFcRxDnWAgAgIhFc6QEU0iQkJfDwxId55X+vZPraZ54xi8o+/tgLgqVH7tywbJkfhyPJlMlfhrmPz+WVpq/w5bIvaTa8GduObfO3WBbLFQR7dN2syO+uIpgnIm8CuUWkFSY3wdRM9xbEzNkxh8PnDvNwzYczfW2hQtCjB4wbB9u3e0E4V4wdC3FxULCgTyaI3SEyZyT9b+vPLw/9wvbj26k/rD4/bwh4a6AljIiKiuLo0aNBqwxUlaNHjxIVFZVx5RSIOzfsyFv8JHAbZn3ADOBb9cNfq2HDhrps2TJfd0uXX7owceNEDr568IqQEu6wdy9UrAjduvngBX3CBBPjYtAg6NnTy51ljZ0ndvLgzw+yZO8SpnecTusqrf0tksXCxYsXiY2N5cKFC/4WJctERUVRpkwZIiMvd2gRkeWq6jIihLuKIBq4oKqJjv2cwFWqei77YmcOfyiCuIQ4YvrHcPfVdzPy7pFZbqdrVxgzBnbtMhPIXmHvXqhVC6pWNVFFI93zbvIH8YnxjFg5gm4NupFDcpCQlOCTKKYWSziSniJw1zQ0G8idYj83MCu7ggUL07dO52TcSR6q+VC22nntNWOtGTTIQ4KlJinJhL+Ni4MffghoJQCQK2cuejTsQQ7Jwd5Te6k+pDp/bAnGhM8WS3DjriKIUtUzzh3Hdh7viBR4jF03lqJ5inJLxVuy1U716tChgzENnfJGxudBg2DWLBPytGpVL3TgPZI0iSqFq1C5cGV/i2KxhB3uKoKzInIpaIyINADOe0ekwOJs/Fmmbp7Kfdfc5/YisvTo1QtOnIBhw7Iv2xW0amWGHV27Zlw3wChboCwzHp1BtSLVUFV6z+rNqgOr/C2WxRIWuKsIXgQmiMh8EZkPjMesGg55ft30K+cunuPhWpn3FnJF48bQsiV8+qmx4HgEZ8jaa681PqoBnR8zYw6cOcD3q7+nybdNGPzP4KD14LBYggV3Q0wsBa4GngaeAa5R1eXeFCxQ2HNqD1UKV+GGcjd4rM3evU3YCY8luO/VyywaS0z0UIP+pWS+kqx+ajWtKrXi+enP035cew6dDZp0FRZL0OGW1xBAZjOUeQt/eA152ptFFRo2NIlrNmyAbEWS/esvk1e1Wzf4+usMqwcTqsqgfwbRa1YvCkQVYPhdw7mj2h3+FstiCUqy7TWUxQxlQc+FBONL7GmXRhHzEr95M0yZko2GTp+Gxx83CxQGDPCUeAGDiPDCdS+wrPsySuQtQbux7Xjm92c4d9HnXssWS0jj7jqCjUANfywgS40vRwStf2hNgasK8NP9P3m87cREuPpqiIqClSuzGKK6e3f49lsTVO766z0uYyARlxDH23PeZsCiAVQtUpU/Ov5BpUK+S+6dHiX6l0gzYY7NoWAJFDyxjsCZoSysuL3y7dxa6VavtJ0zJ3z4Iaxbl8V0lgcPmoTIr78e8koA4KqIq/jktk+Y/dhsKheqTKl8pfwt0iVcKYH0jlssgYa7I4I/gbpAZjKUeQV/hZjwBqrGvL9hA2zdCgUKZLKBfftMtrGrXOdNDnVOxZ2i85TOvNfyPWoUq+E3OaRvOmlW3/X7INpiAdIfEXgzQ1lQs/bgWsrkL0Oh3IW81ocIDBxoJo7few8++cSNi1Rh2jST+qxU4LwV+4NNRzaxcM9CTl446W9RLJagJjMZyv4F8jnKRsexkOWhiQ/xyKRHMq6YTerXhyeegM8/N6OCDBk3Dtq1M0GLwpxGpRux44UdNC3bFIDPF3/OxsMb/SyVxRJ8uOs19ADGLHQ/8ADwj4jc503B/Mnhs4fZcHgDzcs390l/771nrDuvvZZBxb17TXKDpk3hYc8scAt2ckeaEFjHzx/nvfnvUe/renyy4BMSkhL8LJnFEjy4O1n8FtBIVR9X1ceAxsB/vCeWf/lr118AtKjQwif9lSwJb75pXEnnzEmjkqpJgBwfD6NGZdHNKHQplLsQ655eR9uqbXl91us0+bYJK/anm1bbY8REx2TquMUSaLj7NMmhqimXdh7FfSUSdMzbNY/oyGgalGzgsz5fesmsB3vpJVixwsUis2++gRkzYMiQoAso5yti8sYw8YGJTNw4kZ5/9KTxN4156bqX6HtzX/JEei9GonURtQQ77j7Mp4vIDBHpLCKdgd+BkI0XPHfnXJqVbeaRIHPuEhVlJovXrIHhw11UqFbNTCY8/bTPZApGRIT7atzHhmc20KVeF/ov6k+tr2oxa3vYRE23WDKNu5PFrwFfA7WBOsAwVX3dm4L5i6PnjrL20FqfmYVSct99cOON8NZbcDK1I0yLFkZD5AjZgZhHKZS7EMPuHMbcx+cSkSOCVqNbMXylKw1rsVjSfaqISBURuR5AVSep6suq+hJwVERCMnD8/N3zAXw2UZwSpzvpkSNmAhkw7kS9e0OCnfzMCs0rNGf1U6vpd3M/7r76bgD2n95PYlJoBOizWDxBRq+XnwGnXRw/5zgXcszdOZfcEblpVLqRX/pv0MDMCX/6Kawat9EEJcp2ZLrwJioiirdvepvCuQuTmJTIHT/eQYfxHfwtlsUSMGSkCCqo6prUB1V1GSYSacgxb9c8mpZtSq6cuXzT4f790Lw5HEiecOzfHyqUSUA6P47miTZZbII8x0CgkENy0PuG3nSr3w0weZOPnDviZ6ksFv+SkSKISudc7nTOBS3THpnG4DaDfddhv34myXy/fpcOFSgAs1p9RJ24pXzb4CsoEXZhnryGiPDAtQ9wZ/U7ARi4aCDVBldj0D+DuJh40c/SWSz+ISNFsFREuqU+KCJPAiGZmKZkvpK+i1uzfz+MGGEyjI0YkTwqOHaMiuM/ZNXVD9J91gP8/rtvxAlH2lVrR4NSDXhh+gvU+qoWv2/+3WZEs4QdGSmCF4EnRGSuiAxwlHlAV+AFr0vnY0auGslXS7/yXYf9+iWnmUxMTB4VFC4MixZxzewvqFXLzBkcPuw7scKJa4tfy/8e/R9TH56KorQb247WP7Rm3aF1/hbNYvEZ7kYfvRmo6dhdr6pprX/1Ot6MPnr3uLs5ceEEczvP9Ur7l7F/P1SqBBcuJB/LnRv++MPMGThYswYaNYK2bWHSJDtV4E0uJl7ky6Vf0ndeX07GnaRb/W70adGHEnmtac4S/KQXfdTtVJWBgrfDUJ+7eM6rq1Av8cwzJhFBfHzyschIuHjRJJt58slLh/v3N3GIRoyAzp29L1q4c+z8MfrO7cuXy74kV85crOqxiqpF7GpuS3DjN0UgIrcDnwM5gW9V9cNU5zsCvRy7Z4CnVXV1em2GTD6CevVg1aorj0dGwtGjkC/fpUOJiXDLLSb0xJo1UKGCz6QMa7Ye28qYNWN4p/k7iAjzd82nYamGlwLdWbKGzejmHzyRoSwrneYEvgDaADWAh0Uk9SzsDqC5qtYG+gHDvCVPRnww/wM6Te7ku4nClStNIDlnefppY/eZOfMyJQBmCcGoUWa7Y0eIi3PRnsXjVClchXdbvIuIcPTcUVr/0JrXZmYUItaSETajW+DhzXgFjYGtqrpdVeOBcUD7lBVUdaGqHnfsLgbKeFGedJn872R2ndiF+MMIP2MGfPUVvPzyZfMDKSlf3sSdW7gQevQwusPiO4rkKcK0jtN4pekrAKw5uIYRK0dYl1NLSOBNRVAa2JNiP9ZxLC2eJI1AdiLSXUSWiciyw15wnzkVd4oV+1f4JawEAOfOmbzDl+JKuObBB6FPHzM6+PDDdKtavECLCi2oWKgiAKNWjaLLr12oPqQ6w1cOtwrBEtR4UxG4erV2+R7r8Ep6kuT5gssvUh2mqg1VtWGxYsU8KKJhwe4FJGoizSv4SRF06ADz55sQpBnwzjvwyCMmf8HPP/tANotL+t/Wn18f+pXCuQvz5K9PUn1Idb5b8R3xifEZX2yxBBjeVASxQNkU+2WAfakriUht4Fugvaoe9aI8aTJv1zwic0TStExT33Y8eTIMHmzWErhpkhIxzkbNmkGnTrB0qZdltLhERLiz+p0s7baUqQ9PpUieInSd2pXKgyozcNFAzsSf8beIFovbeFMRLAWqikhFEckFPAT8mrKCiJQDJgGdVHWzF2VJl3m75tGodCOic0X7rtN9+6BrV/j+e+MWlAmioowOKVEC7roLdu/2koyWDBER2lVrx5KuS5j2yDQqF6rMy/97mXIDyzFz20x/ixeQ2IxugYfX8h2qaoKIPAfMwLiPDlfV9SLylOP8UOAdoAjwpWOSNiEt9yZvcSb+DMv2LeO1Zj70BklKMgsCzp+HH34wLqOZpHhx+P13k774zjtNuKJUzkYWHyIitKnahjZV2/BP7D8MWDSA2jG1AVh9YDV5IvPYtQgOrIto4OHVxLeqOg2YlurY0BTbXTHhKvzGkr1LSEhK4KbyN/mu00GDjJvoV19B9epZbqZGDZgwwaw6fughM0rI5aOgqZa0aVKmCT/d/9Ol/ZdmvMSuk7vY0nMLOcQmFrIEHmH/q1x9wKxf81l+4kOH4I03zGt8jx7Zbu622+DLL2HaNLjnnssjVlgCgx/v/ZHRHUaTQ3IQlxBHi5EtGLpsKGfjz/pbNIsFsIqAcgXK0bFWR4pFe94bySVOm86333oscFD37ibx/bRpZs7g3DmPNGvxECXylqBZ2WYA7D29lzPxZ3j696cpM7AML894mX+P/OtnCS3hjo015Et27vRqfIhRo6BLF7jhBvjtNztnEKioKgv3LGTQkkFM2jiJhKQEmpdvTvcG3bn3mnu5KuIqf4toCUH8EmIiGEhMSuR0nKtMnF5g5kyoUsU8ob3E44+buecFC6B1azh50mtdWbKBiHB9uesZf994Yl+K5YNbPmDPqT10nNSR0p+W5tX/vWrXI1h8Slgrgo1HNpL/w/xM3jjZux0dPWq8hKpVM9HjvMjDD8NPP8GyZXDrrXDsmFe7s2STmLwx9L6hN1t6bmHGozNoXqE5C/YsuJQqddb2WRw/fzyDViyW7BHWiqBQVCHeu/k96pWs571OVI0R//BhGDPG5BzwMvfcY3IXrFkDN98Mu3Z5vUtLNskhObit8m1MfGAi85+YD8DpuNPcNfYu3p7zNmBMSglJCf4U0xKihLUiKJ2/NG/d9BYVClbwXidffGGeyu+/b0JP+4h27YwVaudOaNAA5vgtlZAls0TkMF7deXPlZUGXBbzc9GUAFsUuotSAUjz7+7P8vftvkjTJn2JaQoiwVgSrDqzi6DkvR7VISjKxhF55xbv9uKBVKxOCIibGbA8YYKOWBhMiQr2S9ahcuDIAURFRtKjQguGrhnPjiBsp/1l5Xv3fqyzft9zmWbZki7D2Gio1oBStKrdi1N2jPNJemqj6Ncfk6dPwxBMwcaJZePbttxDtw2gaFs9yOu40UzdPZey6sczYOoOLSRepXKgy91xzDx2u7sB1Za7zTzh1S0BjvYZccPjsYfaf2U+dmDqeb1zVpJr85Rez7+d/ynz5zArkDz6A8eNNWIpt2/wqkiUb5LsqH4/UeoSpD0/lwKsH+ObOb6hapCqfLf6MB35+4FK9TUc22fDYFrcIW0Ww+qBZUewVRTB4MAwfDlu3er7tLCICvXvDH39AbCw0bGji3QXZgNCSisK5C9O1flf+6PgHh187zJQHpyAiJCYl0nxkc7r/1v1SXet9ZEmLsFUEaw6uAbgUGMxjLFkCr75qlvi+/LJn2/YArVsb19JrrzXrDtq2tdFLQ4UCUQVoUMqESlGUoe2G0q1+NwC2HN1C0U+KcsPwG/hg/gesObjGzitYLhG2imD1wdWUzFvSs6Eljh+HBx6AUqVg5Ei/m4TSolIl+OsvE/tu/nyjFL76ysxrW0KDiBwR3H313ZdCW0TniubtG9/mQsIF3pzzJnWG1qHUp6V4bPJjjF49mgNnbETQcCbkJ4tL9C/hMil2RI4Ibq10K390dJkdM2sMGWJGAX//DY0be65dL7JzJ3TrBrNmwU03mYnkqjZackiz//R+pm+dzsztM5m5fSZHzh0BoFbxWkx6cBJVCldBVe2Ec4gR1pPFrpQAQEJSArWLe9gs9OyzsGpV0CgBMKGP/vc/k/Vs9WqoXdvMJRy35uSQpWS+kjxR7wl+vPdHDr56kBXdV/DhLR9SKl8pyuQvA8B//vwP1w+//tJahcSkzCVPsgQXIa8I0qNOCQ9NFE+cCOvWGVNQjRqeadOHiJhgdRs2wH33wccfG/PRxx+b3DmW0CWH5KBeyXr0uqEX0x+dTlSEyZtdsWBF6sbUvZQ/4dbRt1L/6/r0nNaTcevGEXsq1p9iWzxMyJuGpG/aw9t1T6/j2uLXZk+gBQugZUu4/fZkd9EgZ/VqkzLhjz/MdEefPmYdQoRX0xhZApn/m/9/zNkxh8Wxizl70eRRKFegHNeXvZ4mpZvQpEwT6paoe0mRWAKP9ExDYa0I4t+OJzJn5tNEXmL7dmjSBAoVgsWLoXDhrLcVgMybZ8xEixebRGqvvw6PPGJyJlvCk4SkBFYfWM2CPQtYsGcBC/csvDQ6eLzO44y8eySqyo9rf+Sm8jdRtkBZP0tscWIVQRrou9m495MnoVkz2L/fPCmrVct6WwGMqhnovPMOrF0LxYrB00+bUqKEv6WzBAL7Tu/jn9h/KJG3BE3LNmXbsW1UGVyFr9t9TfcG3dlxfAf9F/anQakG1C9ZnxrFalyKrmrxHWGtCNLyGiqSuwhHXj+SdUHefBM++QRmzDCmoRBHFf78EwYONMHscuUyIa9ffBHq1vW3dJZAIjEpkU1HN1EsTzGKRRdj5raZ3PvTvZyON7k/InJEcE3Ra6gdU/tSqRNThxJ5S1hPJS8S1oogNYfOHiKmfwyf3vYpLzV9KeuCxMfDwoXQokXW2whSNm82axBGjDBpMRs2hEcfNXGMYmL8LZ0lEEnSJLYe28qK/StYc3ANaw6uYfXB1ZdNOi/sspCmZZuydO9SFu5ZSNf6XYnOZYNieQqrCFKgqhw4c4BcOXNRJE+RzF4Mn39unnpFi2ZZhlDh+HGzbm70aFi5EnLmhNtuM3+e9u1tYDtLxhw7f4y1B9ey5uAaHq/7OPmvys97f73Hu3Pf5eybZ4mKiOKdP99h+tbpVC9anepFHKVodaoUrkKeyDz+voWgwSoCT6AKL71kFMFHH5mZU8sl1q83eXfGjDEhK6KjoU0bkxehTRsoXtzfElqCBVXl6PmjFM1jXraGLhvKxI0T2XRkE3tO7bmsbul8palSuArXFL2Gr9p9BcCek3vImysvhXIX8rns3iAt83ZMdAwHXnV/RbhVBCn4aulX5JAc9GjYw/2LkpLguedMHIYXX4RPPw3Y8BH+JinJLKweMwamTjVz6SJmjV27dqbUqWP/fJascTb+LFuObWHTkU1sObaFbce3sfXYVlSVv7v8DcBto2/jxIUTLOm2BIDX/vcaiZpIhYIVKFegHOULlKdcgXIUzl04KOYkPOXwYhVBCuoMrUPpfKWZ1nGaexckJkKPHmbpba9eJpZzEPx4AgFVYzL67Tf4/XcTjw+M59GNN5qQFjfdZFYz58zpX1ktocPMbTOJS4yjXbV2ANw44kaW71vO+YTLV0dGR0ZTrkA5yhYoS6tKrXi12asAzN05lwoFK3g3c2Em8IUiCKslQvGJ8Ww8vJE2Vdq4f9Hx48ah/p13zMoqqwTcRgTq1zflnXfgwAGYPh3mzjVB7yZNMvUKFIAbboDrrjNpNRs0sKakUGfMGHjrLWNGLFfOZHLt2NEzbbeq3Oqy/flPzEdVOXzuMLtP7mb3yd3sOrHLbJ8y+3tOGpOTqtLux3Z0q9+NgbcP5PzF89T4sgYl85akZL6SlMpbipL5ShITHUOJvCWIyRtDTHQMMXljgtolNqwUwb9H/uVi0kX3chCcP29GA0WLwvLlkD+/9wUMcUqUgM6dTQHYs8coBGf5/ffkumXKJCuFunVN5I4KFezIITN4yrbsacaMge7djccZwK5dZh88pwxSIyIUjy5O8ejiNCzl8qX4EjM7zbzkSHIh4QI3lLuB/af3s/HwRubsmMOJCyeuuOatG9/ivZbvcez8MdqPa88bN7xB26ptOXjmIOPXj6dYnmIUyVOEonmKUjRPUYrkLkKeyDwBY5oKK0Ww+oAjGU1GMYYWLTJPq+bNYdgwqwS8RNmy5h/f+c9/8qQxJS1fDitWmM9ff01OnhMVZVY416hhSvXqJiZS5cpQsKDfbiNgSSvgYlrHfcVbbyUrASfnzpnj3lIE7iIiNC3b9NJ+odyFGN1h9GV1zl88z6Gzhzhw5gAHzx7k4JmD1C1R99K5iBwRl2I0bTyykRemv+Cyr6iIKArnLkzh3IX56NaPaFu1LduObWPosqE81fApKheu7LOYTuGjCPbvp1mnNynXJhfViqSxCvjCBWPDGDDAvJI++KBvZQxzChQwyzJSLs04fdp4JG3caILibdhg9PTYsZdfW6hQslKoUMEomTJlkkvx4pAjrEMsBg5pJUIKlgRJuSNzU75gecoXLH/FudL5S/Pn439e2r+x3I0cevUQR88f5ci5Ixw5d4Sj55K3j50/xvELx8l/lXnZ3HliJ0OWDuHeGvdSuXBlZm6bmaYcMdGeW7QTPpPFzzxD0tCv+Pmmojww9/CV59euNUll/v3XjFM/+cSOBAKYM2dM3uXt201Jub1rl1nvl5LISChZ0ix4c1WKFLm85MkT/NNBXguvkk0qVDDfUWrKlzf5MSxcygdx9NxRNh/dzIkLJ7gq4ipaVsx6FAO/TRaLyO3A50BO4FtV/TDVeXGcbwucAzqr6gqPC7J/P4wYQQ6FuxcdN7OWJUoYm8OJE+Z1Ml8+88o4Y4ZZFRXmeHMyz9NyvfLK5XWSkuDIEZOb2Vn27IG9e+HgQbO9bBkcPmymgVxx1VVGIRQsaEqBAqY4t/Plu7wsXQqjRsGhQ0bhvPGG+XtFRxslFOxKxZO8//7lcwRgFO/77/tPJgisORXn3EGRPEVomqep1/8fvTYiEJGcwGagFRALLAUeVtUNKeq0BXpiFEET4HNVbZJeu1kaETzzDPrdd0h8PAkROYm44UYTX3nuXGNDWLzY1EtKsvYDrpzMA/OPOmyYf5WBp+VKSoKjR83D++hR1+XkSfOu4Px0bl+86H4/OXNC7tymREUlb+fObRRO6pIrV/Jn6hIZacKBR0YmF+d+RIQpOXOaz7ZL0tY+qzsoOXOan3vKT+d2yuI8JnL5p6tjIsklPQLxRSNQR1Ce+t37ZR2BiDQF+qhqa8f+GwCq+kGKOl8Dc1V1rGN/E9BCVfen1W6mFcH+/cZ4fOHC5ceLFIFbb4VWreDJJ91vLwwI1KF7IMkVF2fMU6dPJwehTU2hQma0cvas+flduGCc0c6fT96Oi7uyXLhgFE18fHJJSMiCkK+WgLwuJobPxEB/77/hplYOrhRFyv30jqc85u52Sjnc2d71RNqKoOIoTfPatPry1PFt21x//5n93fvLNFQaSLkePBbz1p9RndLAZf9WItId6A5Qrly5zEnRr9+VWdkjI818wJdfZq6tMCFQJ/MCSS7n23uRIsbS6IoTJ8xbrydISkpWCBcvmuLcdn4mJpptZ2na9ACu3vNEYMLPps3ExORPZ1E1x1KfV00+l7JO6mMpP9PahuRjKYur4ymPubvtJOV+Rtuj0vn7X3+962vT6suTxzdtcl3Pk797byoCV7ou9a27UwdVHQYMAzMiyJQUixZdOXN48aI5bnFJuXKu37wzq4M9TTjLlSNH5hMCpSfXvfd6Rq5QYlTftM+NHp32OW+zeLEPfl+ea+oKYoGU6YnKAPuyUCd7rFzp+tVj5UqPdhNKvP++sUGmJBAm86xcmSNQ5bJkDl98j95UBEuBqiJSUURyAQ8Bv6aq8yvwmBiuA06mNz9g8Q0dO5qJqPLljRmhfHn/TxRbuUJHrkAlLb98T/rrZwVffI9eXUfg8Ar6DOM+OlxV3xeRpwBUdajDfXQIcDvGffQJVU13JthvYagtFosliPHbOgJVnQZMS3VsaIptBZ71pgwWi8ViSR/rNG+xWCxhjlUEFovFEuZYRWCxWCxhjlUEFovFEuYEXfRRETkMuFhe4RZFgSMeFCcYsPccHth7Dg+yc8/lVbWYqxNBpwiyg4gsS8t9KlSx9xwe2HsOD7x1z9Y0ZLFYLGGOVQQWi8US5oSbIhjmbwH8gL3n8MDec3jglXsOqzkCi8VisVxJuI0ILBaLxZIKqwgsFoslzAlJRSAit4vIJhHZKiK9XZwXERnkOL9GROr7Q05P4sY9d3Tc6xoRWSgidfwhpyfJ6J5T1GskIokicp8v5fMG7tyziLQQkVUisl5E5vlaRk/jxm+7gIhMFZHVjnt+wh9yegoRGS4ih0RkXRrnPf/8UtWQKpiQ19uASkAuYDVQI1WdtsAfmAxp1wH/+FtuH9xzM6CQY7tNONxzinpzMFFw7/O33D74ngsCG4Byjv3i/pbbB/f8JvCRY7sYcAzI5W/Zs3HPNwH1gXVpnPf48ysURwSNga2qul1V44FxQPtUddoD36thMVBQREr6WlAPkuE9q+pCVT3u2F2MyQYXzLjzPQP0BCYCh3wpnJdw554fASap6m4AVQ32+3bnnhXI58hvkhejCFykew8OVPUvzD2khcefX6GoCEoDe1LsxzqOZbZOMJHZ+3kS80YRzGR4zyJSGugADCU0cOd7rgYUEpG5IrJcRB7zmXTewZ17HgJcg0lzuxZ4QVWTfCOeX/D488uriWn8hLg4ltpH1p06wYTb9yMiN2MUwQ1elcj7uHPPnwG9VDXRvCwGPe7ccwTQALgFyA0sEpHFqrrZ28J5CXfuuTWwCmgJVAZmish8VT3lZdn8hcefX6GoCGKBsin2y2DeFDJbJ5hw635EpDbwLdBGVY/6SDZv4c49NwTGOZRAUaCtiCSo6hSfSOh53P1tH1HVs8BZEfkLqAMEqyJw556fAD5UY0DfKiI7gKuBJb4R0ed4/PkViqahpUBVEakoIrmAh4BfU9X5FXjMMft+HXBSVff7WlAPkuE9i0g5YBLQKYjfDlOS4T2rakVVraCqFYCfgWeCWAmAe7/tX4AbRSRCRPIATYCNPpbTk7hzz7sxIyBEJAaoDmz3qZS+xePPr5AbEahqgog8B8zAeBwMV9X1IvKU4/xQjAdJW2ArcA7zRhG0uHnP7wBFgC8db8gJGsSRG92855DCnXtW1Y0iMh1YAyQB36qqSzfEYMDN77kfMFJE1mLMJr1UNWjDU4vIWKAFUFREYoF3gUjw3vPLhpiwWCyWMCcUTUMWi8ViyQRWEVgsFkuYYxWBxWKxhDlWEVgsFkuYYxWBxWKxhDlWEVgsFkuYYxWBJaQQkSKOEMyrROSAiOx1bJ8RkS+90N9IEdnh9Gt37Pss3LWIPOgIR/ybr/q0hB4ht6DMEt44QmfUBRCRPsAZVe3v5W5fU9WfvdmBiORU1cTUx1V1vIgcBF71Zv+W0MaOCCxhgSNZy2+O7T4iMkpE/iciO0XkHhH5WETWish0EYl01GsgIvMcUTxnZCLU701ikv9sd44OHOEAPhGRdY5+Hkwtl2N/iIh0dmzvFJF3RORv4H4ReV5ENjiSkYzz4J/HEubYEYElXKkM3AzUABYB96rq6yIyGbhDRH4HBgPtVfWw48H9PtDFjbZLYqK7Xo2JC/MzcA9mpFIHEwBvqSMgXEZcUNUbAERkH1BRVeNEpKDbd2qxZIBVBJZw5Q9VveiIT5MTmO44vhaogAlcVhMT0hhHHXcDe01xxMPf4AiCBkYxjHWYdw6KSSHZCMgoVPL4FNtrgDEiMgWY4qYsFkuGWEVgCVfiAFQ1SUQuanLQrSTM/4UA61W1aVbbdiCpPlOTwOUm2qhU58+m2L4Dk8bwLuA/InKtqgZtJi5L4GDnCCwW12wCiolIUwARiRSRa7PR3l/AgyKSU0SKYR7oS4BdQA0RuUpECuAIp5waEckBlFXVP4HXMbmJ82ZDHovlEnZEYLG4QFXjHRO9gxwP6AhMxrP1WWxyMtAUk3xdgddV9QCAiPyEMftsAVamcX1O4AeHLAIMVNUTWZTFYrkMG4baYskGIjIS+M3b7qMZyNACeFVV2/lLBktwY01DFkv2OAn0cy4o8zUOb6YvgeP+6N8SGtgRgcVisYQ5dkRgsVgsYY5VBBaLxRLmWEVgsVgsYY5VBBaLxRLm/D9aOhfvrESHmgAAAABJRU5ErkJggg==\n", 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\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# list of temperatures\n", "T_vals = [250,300,350,400] # K\n", "\n", "# list of initial concentrations of A\n", "CA0_vals = [0.5,1.0,1.5,2.0] # mol/L\n", "\n", "# generating 'experimental' data and storing list of filenames to be used to load data later\n", "file_list = gen_data(T_vals,CA0_vals,t_est,stdev_m_error,n)\n", "\n", "# creating a log file to store file names\n", "log_file_name = data_dir + 'log_file.csv'\n", "# create a pandas dataframe to store file names\n", "file_list_df = pd.DataFrame.from_dict({'File name':file_list})\n", "# save dataframe as a separate csv file\n", "file_list_df.to_csv(log_file_name,index=False)" ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 3, "link": "[2.9.1.2 Simulate data for multiple experiments](https://ndcbe.github.io/CBE60499/02.09-Parmest-generate-data.html#2.9.1.2-Simulate-data-for-multiple-experiments)", "section": "2.9.1.2 Simulate data for multiple experiments" } }, "source": [ "We will imagine these data came from laboratory experiments." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "nbpages": { "level": 3, "link": "[2.9.1.2 Simulate data for multiple experiments](https://ndcbe.github.io/CBE60499/02.09-Parmest-generate-data.html#2.9.1.2-Simulate-data-for-multiple-experiments)", "section": "2.9.1.2 Simulate data for multiple experiments" } }, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "b36ecf7c", "metadata": {}, "source": [ "\n", "< [2.8 Parameter estimation with `parmest`](https://ndcbe.github.io/CBE60499/02.08-Parmest-tutorial.html) | [Contents](toc.html) | [Tag Index](tag_index.html) | [2.10 Pyomo Homework 1](https://ndcbe.github.io/CBE60499/02.10-Pyomo1.html) >

\"Open

\"Download\"" ] } ], "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": "3.8.6" } }, "nbformat": 4, "nbformat_minor": 2 }