{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Sample code (detector)\n", "This page presents a simple sample code using the detector package.\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The functions to be introduced are as follows\n", "\n", "- Get a list of detectors that can be controlled\n", "- Get or set a detector information\n", "- Image capturing\n", "\n", "**Prerequisites** \n", "\n", "- TEMCenter is running (in the case of online)\n", "- PyJEM version is 1.3.0 (Operation check environment)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 0. import \n", "***" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# Ver.1.3.0\n", "from PyJEM import detector\n", "# from PyJEM.offline import detector ## offline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Get usable detector/camera name\n", "***\n", "\n", "Gets a list of detector names that can be controlled from detector package." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['camera', 'STEM Image']" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "detector.get_attached_detector()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Get camera information \n", "***\n", "\n", "* Enter the camera name for which you want to get information in the argument of detector.Detector().\n", " * The camera name can be obtained with **1. Get usable detector/camera name**" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.1 Select camera." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "camera is Correct!\n" ] } ], "source": [ "cam = detector.Detector(\"camera\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.2 Get camera information." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'AreaModeImagingArea': {'Height': 256, 'Left': 128, 'Top': 128, 'Width': 256},\n", " 'AreaModeImagingAreaMaximum': '2048, 2048',\n", " 'AreaModeImagingAreaMinimum': '4, 2',\n", " 'CanBinning': False,\n", " 'CanGain': True,\n", " 'CanOffset': True,\n", " 'ExposureTime': [],\n", " 'ExposureTimeIndex': 0,\n", " 'ExposureTimeIndexMaximum': 4094,\n", " 'ExposureTimeIndexMinimum': 0,\n", " 'ExposureTimeString': '0.17',\n", " 'ExposureTimeValue': 0.16666666666666666,\n", " 'FrameRate': [],\n", " 'GainIndex': 0,\n", " 'GainIndexMaximum': 4095,\n", " 'GainIndexMinimum': 0,\n", " 'HorizontalLineNo': 1,\n", " 'ImagingArea': {'Height': 512, 'Width': 512, 'X': 0, 'Y': 0},\n", " 'ImagingAreaMaximum': '1280, 1024',\n", " 'ImagingAreaMinimum': '4, 2',\n", " 'OffsetIndex': 0,\n", " 'OffsetIndexMaximum': 4095,\n", " 'OffsetIndexMinimum': 0,\n", " 'OutputImageInformation': {'DataBits': 16,\n", " 'EffectBits': 16,\n", " 'ImageSize': {'Height': 512, 'Width': 512},\n", " 'PixelsPerMeter': {'Horizontal': 3401, 'Vertical': 3401}},\n", " 'ScanRotation': 0.0,\n", " 'SpotPosition': {'X': 0, 'Y': 0},\n", " 'SyncMode': 1,\n", " 'Version': '1.00',\n", " 'frameIntegration': 20,\n", " 'frameIntegrationMaximum': 255,\n", " 'frameIntegrationMinimum': 1,\n", " 'horizontalLineNoMaximum': 512,\n", " 'horizontalLineNoMinimum': 1,\n", " 'scanMode': 0,\n", " 'scanRotationMaximum': 360.0,\n", " 'scanRotationMinimum': 0.0,\n", " 'scanRotationStep': 0.1,\n", " 'spotPositionMaximum': '2047, 2047',\n", " 'spotPositionMinimum': '0, 0'}" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cam.get_detectorsetting()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3. Change gain value.\n", "***\n", "\n", "* Change the gain value of the camera. \n", " * The input value is a decimal number. \n", "* You can change other setting information as well. " ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'GainIndex': 1234}" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cam.set_gainindex(1234)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4. Capture image with selected camera \n", "***\n" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAARIAAAEACAYAAAB/KfmzAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAIABJREFUeJzsvXlwnOd15vv7em/0vqGBBhpbY1+IlaRIihQlShQtS7I9\n3jVJJddOJa5UZW4llZpx7h9zJzWVmVxPKqlxKjOV3HJcsR2XLEuOI9sUbUqiSHEBSCzEvqMbS6OB\nbnSjV3Q3ert/UP2Wc69Tk6F8RcmDp+qtAkGg8aHxfuc773Oe8xypVCpxhCMc4QjvB7JHfQFHOMIR\nPvo4CiRHOMIR3jeOAskRjnCE942jQHKEIxzhfeMokBzhCEd43zgKJEc4whHeNz7wQCJJ0iVJkhYk\nSVqSJOnffdA//whHOMIvH9IHqSORJEkGLAEXgG3gHvCFUqm08IFdxBGOcIRfOj7ojOQEsFwqldZL\npVIOeBn4xAd8DUc4whF+yfigA0kNsPlz/95673NHOMIRPsI4IluPcIQjvG8oPuCf5wfqfu7fte99\n7p9AkqSjBqAjHOERoVQqSf+z3/NBB5J7QLMkSfVAAPgC8MVf9IV/8Ad/gNlsJp1Oo1AoqKurY3d3\nF7PZTCgUQqFQUCgUGB8f5/nnn2d6eppjx44Ri8UYGhriW9/6FhqNBofDQTKZRKPR0NTUxMHBARqN\nhrGxMWpqarDZbCwtLZFMJpHJZBweHpJOp/mDP/gDRkdHuXXrFu3t7Wxvb6PX61laWqKtrY2VlRVa\nW1t5/fXX+cM//EO8Xi+9vb3s7OwwOTmJx+MhGAxiNpuxWCwAbGxsiJ9hMBj47Gc/y09/+lMmJiao\nrq5mc3OTEydO4Pf7SSaTnD59mtnZWSKRCL/5m7/JlStXUCgULC4uMjQ0RDQapa6ujh//+Mc8//zz\nVFdXs7q6SiaTYWNjg+rqanZ3d5EkCZfLRTgcZnR0lF/7tV8jFouxs7OD3++nsbFRvE9WqxW/308k\nEqGqqgqZTEZlZSU3b97E6XSiUqmorq7m1q1bDA4OEolE2NnZ4dy5cywvL7OyssKrr776S9swpVIJ\nSfqf3tePBB+la4VffL0PW3z5QKs28KD8C/xXHhyrvlEqlf70F3xN6Wtf+5rYzDdu3OCLX/wiU1NT\nxONxTCYTqVQKl8uFSqViZ2eHxcVFZDIZMpkMtVpNoVDAaDRy/PhxAoEAAJubmwSDQYxGI83NzWSz\nWUqlEjU1NZRKJVpbW/H7/aytrbG1tUV9fT2JRAK73U48HieZTFIsFmlraxM/b2RkhK6uLlwulwh8\nKpUKs9nMxMQEg4ODjI6O0tvbS7FYpFQqkclk0Ov13L9/n5qaGrRaLfl8nsXFRerr68nn83R0dAAQ\njUZJp9OEQiERxAwGA5lMhlgsRn19Pevr66ysrNDT04NMJiMSifD000/zwx/+EJfLhdVqJZ/PI5fL\neeONN/i3//bfMjw8jEajweVycfv2bfr6+hgbG8NmswFQX1/PzZs3qa6upqKiAp/PR11dHYVCgUQi\nQX9/P8FgEEmSaGlpoVQqsbq6yuLiIt/5znd+afulWCwik300TuAfpWuFX3y97+3RD31GQqlUugK0\n/Y++LhKJAHD79m3S6TTf//73SafTPPfcc2QyGfL5PAsLC8Tjcex2OwaDAYVCgU6no7u7m7t37/L0\n008zMzPD4eEh2WyWixcvsrCwgCRJ/OQnP6G7u5vW1lZkMhmJRIJbt25hs9nw+XyYTCYsFgtyuZxw\nOEwikaC+vh6A3d1d2traMBqNLC4ucvLkSSYmJpidneXcuXNoNBpSqRRPPfUUExMTpNNp7t+/zx/+\n4R/y8ssvU1FRgUKhoKqqCqVSic/nI5/Pc3BwgFqtZmpqCr1ej1arZXNzk4qKCtLpNL/7u7/L1tYW\n4XBYZFt6vR69Xk82m6WqqorJyUnOnz/P8PAwfX19RKNRJiYm6OjoYH9/H6VSycrKCh6Ph/v373P8\n+HEcDge3b9/m2WefZXZ2Fp1Ox5UrVxgcHCSdTvPaa6/x0ksvAWCxWAgGg4TDYfR6PQMDA3i9Xv7h\nH/4Bo9GIQqH4pd5MpVLpI3NzfpSuFX7x9RaLxYd6rQ88I/mXQJKk0u/8zu+IY4hKpcLj8ZBOp3G5\nXKRSKXHU2NnZobGxkXg8TmVlJVtbW+IpevfuXTweDzqdju3tbfx+PydPniSfzzMzM4NGo6G6upp4\nPI5GoyGdTnN4eIhOp6NYLHJ4eEhTUxOSJPHmm2/S1NRELpdDoVBgNBrR6/XMzs7S1tZGKBTC6XSy\ntLTEwcEBg4ODJJNJDg4OWFpaoquri2KxSCqVoqGhgeXlZQYGBvD7/TQ1NfHOO+/Q3t7OD37wAz7/\n+c9zcHDA+vo6g4ODeL1eUqkUsVgMk8nEwsICZ86coVAoIEkSXq+XtrY2pqamGBoawu/3o9PpmJmZ\n4eTJkxwcHKDX69nY2CAej9PY2IhMJkOv1zM2NobFYqGiooJ8Po9KpUKtVhONRpHL5Xg8HgKBAHK5\nHIvFwvb2NplMBpvNRnV1NaOjozQ0NPDKK6/wuc99jsnJyV/q0eaj9JT/KF0r/OLrzeVyD5WRfGh/\n61OnTqHVaonFYgDipiwUCkQiETo6OshmsxweHlJRUYFKpSKRSFBbW8tPfvIT/u7v/o7Pfe5zqNVq\nPB4Per2e3t5e9Ho9fr8fk8mEx+NBq9XicDhIJBJMTEwgk8mYn58nn8/j8Xj40Y9+RDKZpK+vD4Cx\nsTHq6upQKpW8++676HQ67t69i0wmY2VlhU984hOcOXOGUCiEUqkkmUyi1+spFouoVCqRxTQ3N+P3\n+9nc3GRsbAyDwUAwGMTlcpFOp0mlUphMJl599VXkcjl6vR63243D4aCzs5NCoUBlZSWpVIp8Ps/E\nxITggEqlEiMjIzQ2NrK7u0ttbS3JZBKHw0FfXx96vR6z2czKygq9vb2YzWaGh4fJZDJ86lOfIpvN\nIpfLSSaTJJNJIpEIGo0Gt9tNPB7HYrGQy+WYnp7GbrdzeHjIc889J4K1JEm/tCWXy3+pr/f/5/oo\nXes/d70Piw9tIPH7/Xzuc5/D6XRy7NgxlEol6+vr/PjHP8ZgMDA/P4/X62VjYwOv18sPfvADIpEI\n6+vrnDlzhk996lP89Kc/5c6dO3zzm9+kVCoJvqGxsZHx8XFWVlbQ6XTU1dVRLBapqqqivr6eU6dO\nCfKzpaUFvV7PwcEBMpmML3/5y3i9XmKxGJWVlUiSRLFYJJvNsrS0xMTEBOvr6+zv7+P3++nu7sbp\ndCJJEnq9nnQ6jdVq5fDwELfbTXt7O/F4HJ/Ph9/vR6VSodFoWF9fZ25uTnAmDQ0NxGIxwuGw4Hpc\nLhcymQyz2cxTTz2FJEkolUqcTifPPfecCD4jIyMUCgX6+/vx+Xx4PB42NjZIJBLs7e2xtrbG008/\nTVtbG1/72tdQKpVUVFSQy+VEUEmlUqytrQlOqlQqsbW1hdFoFJsym83yqU996pHfIEfr4dfD4kMb\nSCKRCHNzcwBotVqi0Shut5sLFy4wOTlJIBBApVIxMDCA2+3msccew2AwiKdzOp0mFotx+vRpGhoa\naGlpIRKJsLW1RS6X46WXXsJqtTIzM8Pw8DC9vb309PQQCAS4fv06q6urmEwmdDodfr+feDwusp66\nujri8TgdHR3o9Xoee+wxamtruXTpElNTU0QiERKJBDKZjDfffJODgwPMZjNzc3OigmO1WgkEAmxt\nbdHT00NDQwMNDQ20tbUJMtZisWC329FoNKyurpJIJDCZTCKLunz5Mj09Peh0OrRaLXq9nnv37pFI\nJPD7/dhsNsGnKBQKlpeXkSSJ+/fv43A4ePrppwkGg3R0dDA2NkY2m8XhcLCzs8PQ0BByuZy9vT1s\nNht7e3vib6NWq3E4HDz55JPcu3ePXC5HdXU1FouF2dnZR34zHK2jQCKwv79POp1GrVYzPj4u0vjy\n0/+ZZ54hnU6zsLBAOp0ml8txcHBAfX09LS0t+Hw+Ll68iMFgIBAI4Pf76e/vR6PR0NzczOHhIX6/\nn0AgwNLSEm63m+9+97tYLBbOnTuHSqVCkiS0Wi2SJNHW1kY+nxc36cWLF/H5fLhcLjo7O9nc3GRv\nb4+enh5++7d/W1Rlzp8/Tzab5Wc/+xlOp5NUKkV1dTV37txhaWkJs9lMY2OjKLuVSdDu7m76+vrY\n2dlBo9HQ2NhIa2sroVCIXC6H0WgU1y5JEktLSywtLRGPx9na2iIYDLKxsUEgEECn0yFJEvv7+yLo\nVFdX4/f7qaysJBQK0dfXRywWQy6XI5fLicVitLS0YDabUSgUtLW1USwWRRUrGo1y8+ZNXC6XqESt\nra1xeHj4yG+Go/XBB5IPLdn6la98hcrKSpaXlwXh2dvby507dwQnIpfLRfqtUCgIBAK0tLTwyU9+\nkj/5kz/h+PHjpNNpzp8/z3e+8x2GhoZIJBJkMhmsVivr6+uiCmGxWFCpVOh0OnFcamlpQavViqqK\nxWIhGo3i8XhYXV1laGiIVCpFoVBALpczMjLC+fPnyeVyhEIh8vk829vbuN1uJElibW2N5uZmkskk\nKpWKUChEbW0te3t71NbWks/nSaVSguCMRqPE43Fqamrw+/0cHBzQ3t5OMBikrq6O5eVl+vr62N7e\nRpIkUqmUuG6VSiUI1lKphMlkIp/P43K5mJqaor6+nlwux8LCAv39/f+kWiRJD3QnkUgEk8mEyWRi\nbm4Og8GA0+kkGo1isViIx+MolUpyuZwI2MePH+dLX/rSo95CR3hIpFKpXy2y9emnn6a9vZ3HH3+c\nzc1N5HI5i4uLXLx4kUQiwdTUFI2Njbz11luCU3j++efJZDJcvnyZj3/841RWVhKPx/kv/+W/YDAY\nxE0yOjqKQqHAYDCgUqnE0xRgamoKtVqN2+3m4OCAsbExLl26JG5ch8MBgEajYW1tjXg8Tjgc5vXX\nX6ehoYGpqSl2dnZQKBS4XC7Onj2LSqXC5XJhsVhQKBQolUrUajVarZY7d+7Q2dmJJElMTEwQiUTY\n3NxkfHwcp9OJ0+nk8PCQgYEBqqqq8Pv9OJ1OgsEgjY2N5HI58vk8Go0Gu91OVVUVCoWCv/zLv8Tv\n91MoFHC73Vy5ckUEgcrKSqxWK3K5nEuXLjE7O0s4HGZra4t8Ps/Q0BAejweTyST+HuVy88bGBgaD\nAavVSiqVoqqqijNnzpBOp+no6ODy5cuP/Kl6tI4yEuBBRvIf/sN/YHNzk7a2Nnp7e8WNJUkSe3t7\nZDIZlpeXcblc6PV6KioqCAQCOBwOUqkUKpWKUqlEIpHA6XSiUChYWVnB5XJRLBZRKBSYTCb8fj/T\n09PI5XKefPJJtra2RCm0p6eHsbExIpEI/+pf/SsuX75MPB5Hq9XyxS9+kX/4h3/g8PCQQCBAQ0MD\narValF7LWpF4PM5nP/tZRkdHCYfDlEolpqameOaZZ5iYmMDhcGA0GoVmpVAoCEJ0cXGRiooKtFot\nZrMZn8+HTCajtbWVYDCIzWbDbDZz//59dDqdODI5nU5aW1tZWlrCbreTzWbJ5XJ4vV4ymQx1dXWY\nTCZyuRySJJFOp+nr62N6epq9vT3a29vZ3NzEYDCg1WoplUqsra3R1tbG6uoq1dXV5HI5CoUCBwcH\n5PN5mpubyWQyuN1ufvd3f/dRb6EjPCQSicSvVkZSPtLU19fzyiuvsLOzw8rKCmq1mmQyKSoiDQ0N\nZLNZ3n33XaqqqoTitSy2SafTgicoV1aUSiU2m435+XkaGhq4cOECtbW1LC0tUSqVKJVKqNVqbty4\nIcq2r732GoODgzQ2NuJ0Ovlv/+2/IZPJcLvddHZ2cuzYMdRqteBM5HI5arWa1tZWNjY22N3dxWq1\nYjabaW1tZW1tjWeffZbOzk4MBgNzc3PMz88Ti8VoaGggl8uxt7fH7u4ux44do6KigqamJpLJJC6X\nC6PRSCaTETyHwWDgzp07HD9+nEKhgNfrxW63UywWMRqNGI1GLly4QGVlJTKZjHA4zO7uLrFYjGKx\nSDKZBB4IzhKJBOl0mtraWlpaWojH4ygUCqanp0VQm5iYEMGzrCfZ398nFos98qfq0frgM5IPbSA5\nffo0crmcTCZDVVUVx44dw2g0cuPGDaqrq3n88cfJ5XJcvXqVRCIhntLZbJZwOIxOpyOTySCXy0Ww\nSSQSnD17lq2tLSYnJ1GpVIyMjABQV1fHiy++iM1mI5FIcHh4iMfjIZ/PY7fbUalUjI6OcubMGXZ3\nd2lvb6exsZGdnR0ODg4ECepyudjb20Mul2O1WpHJZESjUT72sY+h1WrJ5XIEg0EheNvY2ECv16PR\naKirq2NqaorNzU3C4TB9fX0888wzXLlyhYWFBerq6tBoNJhMJq5fv040GmV2dpbV1VX0ej2dnZ3c\nuXOHRCLB3bt3qaqqolQqsbi4yMLCAqurq5jNZuRyOQ6Hg9/6rd9ic3MTo9FILBajsbERq9WKyWTi\nySef5Ic//CErKysUCgXi8Tgej4eqqirW19f5+Mc/zvLyMltbW9y4cYNSqYRerxdHxCP8r4UP7dHm\nP/7H/4harWZ9fR2NRoPFYmFnZ4d8Pk97e7vQLQSDQZqampidnaW1tZVIJIJCoSCVStHa2sqVK1do\nbm4mnU6jVCqJRqM4HA7y+TzpdJqmpiaCwaCoWKjVaiH7Xl1dpb+/n7m5OYaGhlhYWKC3t5f19XVS\nqRQ2m43t7W2USiUHBwccHh7S3NzM0tISVqsVtVpNOp0mGAxSW1tLLpfD4XBQLBZFOdXhcLC3t0dV\nVRVbW1uUSiUUCgUNDQ34fD6RIXV2drK8vExDQwNLS0ukUinMZjMGg4FYLMbS0hLPPfcc6XSacDgs\nsgiTyURNTQ3Xr1+nVCrR3t7O+Pg4tbW1uFwurl+/zunTp6moqCAcDiNJEisrKxweHgphXZlfGhkZ\noaWlhXv37lFZWcnGxgZtbW3s7+8TiUT49V//debn5/n617/+iHfQER4W0Wj0V+to09DQgEwm4zd+\n4zfo6enBarXS399PV1cX+/v7rK6uolQqhTakoaGB2dlZcUNUV1fz9a9/nc7OTpqampDJZNjtdsbH\nx1EqlfT39wv+Qa/XY7VasdlsVFVVMTc3x8HBAS6XC0mSsNlsfOMb3yCZTCKXy1lbWyOdTrOyskJL\nSwuFQgGHw0E0GiUUCjE3N0c2myUUCvHYY4/x2GOPYTabhTxdqVSyt7dHPp9ndXWV+vp6SqUSFRUV\nOJ1OlpeXefPNNxkYGODJJ58kFouxsLDAwMAAkUgEpVLJCy+8wM7ODtlslpaWFp566il8Ph8KhYKd\nnR1eeuklUTrPZDLAg6D13//7f+ezn/0s5baCMgdy9epVMpkMDQ0N9PT0oNFo2NzcZH9/H6vVys2b\nNzlz5gx6vR6n08njjz/OE088gUwmw2q14vF42NvbQ61WP/L0/Gh98EebD21G8nu/93vodDri8Tjn\nz58XZUy/38/jjz/O3/7t33L27Fni8ThOpxO5XM7CwgJyuZy6ujqCwSBnzpxhamoKjUaDTCZjdXWV\nSCRCZ2cn+/v7uN1uZmdnaWlpQafTEQgE2NzcRJIkIQM3m82iVFzWYBweHgqpfj6fBxBHjmKxiMfj\nEarPyspK1tfXaWlp4c6dOwwNDXHt2jXq6urY2tpCr9eL/h6VSoXFYhF6mZ9Xl5al8CaTSXAR/f39\ngs9Jp9Pk83n8fr8gmEulEul0mrq6OiYnJwV3tLW1RVNTk/idy4Izp9MpMsBwOEx9fb0giCsrK7Hb\n7aRSKSoqKpicnOTZZ58lEAggSRKbm5siyPzxH//xI95BR3hYvPf3/tXJSIrFIv39/bS0tPD973+f\n/f19dnd3yWQy3L9/n6amJhKJhEjzDw4OaGhowGAw4PP5BPlXFk/V19eTyWRQKpVcu3YNnU5HOBzm\n2LFjhEIhVlZW0Ov1KBQKIQpLJBJUV1fT2NhIV1cX8Xicubk57HY7tbW1nDlzhmKxiNvtFkeM/f19\nETxmZ2e5ceMGJpOJd955B5lMxk9/+lP0ej2RSEQIzJaXl1leXubcuXMUi0VRxt3e3kan0wmCtuE9\nrufOnTu0t7dz48YNwbNIkkRtbS3RaJQnnngCi8VCPp+nqqqK7373u1RVVbG7u0t3dzdPPvkkRqOR\nYDCIRqPh3r17IhP71//6X2O1Wrl48SJerxe9Xk80GkWv12O32zGbzZRKJbLZLNPT06RSKZqbm9Fo\nNCQSCdFdfbQ+muth8aENJJIkiSNCuWU/HA5TVVXF3t4eSqUSg8GAw+HAZDKh1+uZm5sjEAhQrqzs\n7u6K9PzVV1/F4XCg0Wj4+Mc/TiqVwmAwCH7DZrMRj8dxOBzE43FOnTrF4OAglZWV3Lt3j3A4jEwm\nQ6VSMTMzQyaTwev1UlFRIfia9vZ2Ojo6GB4exuVyIZfLhTFRLpfD7XaLBsCy8ZFOp2NoaIhPf/rT\nXL16lXv37uH3+wmHwySTSW7cuEGhUGBmZkYEyS984QtMTk5it9tpbm5GLpdjs9kIhUKcOXOGYDBI\nIpEgn8+ztbXFJz7xCbq6umhsbOTWrVvMz89jMplobW1lb2+PF198kWKxiMFg4Cc/+Qnb29tsbm6i\n1Wqpqamhq6uLcDgsiOd0Os3p06dRq9UAXL16lampKXQ6HXq9/hHvnCM8CnzgfiT/Uuj1ehKJhEjr\n4cHx4ecl32Upd7mL8eTJk8zOztLd3c36+rqwCrhw4YLw5SiXhZubm5mfn+fUqVN4vV4uXryIWq3m\n2rVrJJNJjh07xuLiImazWXQdt7e34/P50Gg0TExMUFNTw7lz51hdXRXHAblczunTp1laWsJisWAw\nGJDJZOzt7eHxeMhms9y7dw+73U4kEsHj8WAwGFhcXMTpdDI3N0cmk2Fvbw+j0Si6kLe3t9nf36er\nq4vd3V0UCgUKhYJIJMLBwQFer5eGhgZmZmaEQK29vZ1MJkMoFBJdvEqlEovFQjabZXV1VXAkmUyG\n1tZWUqmUOGYdP35ciNrKKlm1Wi0Uvnt7e/T394teooODA6qrqz9SrfRH+OXgQ/sX12g0ov2/u7ub\nWCzGyZMnsdvtorIRDocZHBwU2pKbN2/S3NzM2toafr+fCxcuCCHWyMgIWq2Wxx9/nLW1Nebn5wF4\n++23GRgYYH19nVgsRjwe55Of/CTT09NIksTCwgKnTp1id3eXbDZLZ2cnHo+Hvr4+2tvbmZ6eplAo\nEAgEGB8fR6fT8YMf/IDV1VUh1HI6nVRXVxMKhUilUlRWVrK0tAQ8OMLNzc2hUCioqKhgaGiItrY2\nqqqqhI/IwsICNpuNzc1NbDYbuVyOrq4uGhoaGBsbo7KyEpfLxc7ODl/4whfo7u4mm82ysbFBNBol\nkUgwMjLCxYsXBcezubnJuXPnOHfuHCsrK1RXVzM8PExXVxcbGxscO3aM4eFh4vE4uVwOnU6HUqkU\nupTyEaec2VVVVWGz2URj4NH6aK6HxYeWbP33//7fk06nkclkKJVKAFZWVqirq8NoNLK8vExdXR0K\nhQKz2UwsFuPmzZu43W7OnDkjOm3lcjmVlZVcvnxZeHGUPUHKBKZGo2FnZ4fW1lZKpRK7u7tcvHiR\nkZERqqqqiMfj7O3t8cILL3Dv3j1mZmY4c+YMm5ubeDwefD4fNpsNhULB4eEh4XCYYrHI7u4uzz77\nLD6fj4ODA6LRKGazWVhFKpVKtra2aGlpQZIkQqEQ8XicwcFBtra20Gg0OJ1Obt26RWNjIwqFArVa\nzWOPPUYgEOCtt94SPUIHBwdYrVYqKytZW1ujpqZGHAXVajUzMzNYLBYREMvEbaFQoKKigu3tbWpq\natjd3aWuro5UKkVjYyM3b97k7Nmzwkf24OCAxsZG8vk8wWBQyO8/9rGPsb+/T6FQ4G/+5m8e8Q46\nwsMiEAj8apGtSqVSyNf39/eRJInHHnuM5uZmAoEARqMRr9fLrVu3hHNYS0sLPT09XL16laqqKlwu\nF/F4nEwmw6VLl9jf3ycQCLC9vc2Xv/xluru76e/vFz0tnZ2dxGIxnnjiCUKhEC0tLezs7LC3t8fQ\n0BCvv/466+vrNDc3i6rN+Pg4U1NTLC0tEQ6HWV5eJhaLoVKpsFqtAGxvb5NIJP5JA55OpyOXyxEO\nh0mlUmSzWZaXl4EH9pLd3d0Ui0VxpMrn84Ig/uY3v8nY2BhKpZJAIMDk5CTxeJzDw0ORNVy5coWZ\nmRnxcfmBUVVVRU9PD1qtllQqhUwmI5lMCtm70+nE7/fT29vLyMgIp06d4tatW6jVaubm5mhtbWVr\nawuHw0FVVRWbm5tUVlYSiURwu90UCoVHtmeO8Ojwoc1IvvrVr2IymcSN2dPTg8/no6mpiVAohFqt\nJpfLodfrcTgc6HQ6FhcXMZlM2O12HA4HN27cIJfL0dHRQTAYFMKua9euMTQ0xP7+PnNzczgcDqqr\nqwkGg8CDfgOHw4HH42FpaUn03hSLRXEzh8NhrFYr1dXVrK2t4XQ6yWazQpty584dURlpbm6mqamJ\nra0tlEolpVKJ7e1thoaGhPZCp9Ph9XqF3H16ehqZTEZPTw/3799HrVajVqtFx7PJZEKj0eD1ejl2\n7JgwKaqvr0ehULC+vs76+jqlUonq6moODg7IZDK0t7fj9/upra0lk8mwvr6O2WxGkh6YIv18B7TL\n5SKbzdLd3c23v/1tbDYbx44dw263CwuGxsZGQqGQ8Js1mUz85V/+5SPeQUd4WPj9/l+tjKR85Ghs\nbBSE38mTJzGZTCiVSlpaWnC5XESjUWZmZnjrrbdwOp3iOFOWoZdFa319faLyYzKZePfdd3G73TQ0\nNGCz2ZiYmKC1tVX4c+zs7OD1ejEajaL72GKx8Prrr4txEi+88AJ6vZ5Tp04hSRLj4+McHBwwOzsr\nSNTf//3fx+Vy0draSjweJ5VK0dTUxMmTJ7lx4wZOp1NoNABx/HjppZcwGAwsLy9jt9s5c+YMlZWV\n6HQ65HI5Pp+P+vp67HY7MpkMo9FILpfjpz/9KdFolNHRUU6ePMmlS5eEBL8s7/d4PMhkMuLxOEaj\nUfAc1dU1uVFIAAAgAElEQVTVgvdxOByiDP0nf/InPPXUU9TW1gqV68zMDHt7e9y6dQu5XM7HPvYx\nQWQ/6nP+0TriSIAHGcl3vvMdNjY2KBaLLCws0NnZyc7ODgaDgcPDQ1KpFLW1tYJD6OrqYmlpifb2\ndu7cucP29jYejwe3201NTQ2hUIhbt27R0NCAx+NhfX1dWBj6fD7S6TSf+cxnRO9Nb28vq6urxONx\nqqqqiEQiYnZN2QoglUoJw6Tp6Wk8Hg/xeJydnR2amppYXV2lUChQVVVFPp9HqVQKP5RSqSSIzbJH\nSFVVFYlEgkAgwLlz5/B6vaytrXHy5EkcDgdjY2Miw0omk0xPT9PR0cH29jYNDQ2kUin0ej1er5ea\nmhrm5+dFJaitrQ21Wo1er6e2tpbV1VUef/xxZmdnSSaTJBIJWlpakMvlJBIJFAoF8/PzGI1GUSKX\nJAmFQiH6iBYWFqiurkar1YomQIfDwfe///1HvIOO8LB4r03jwz+O4l+KUCjE/v4+AM8++yzDw8M0\nNzezvb2N3W5HoVBQW1vL9va2sF80Go2oVCrq6+s5d+4ckUiEVCrFysoK9fX1nDhxAq1Wy/379zl1\n6hSHh4dEo1HhLP+9732PxsZGtFotu7u7nDhxgpdfflkYHLtcLra3t8nn85w6dYr9/X1KpRLXrl1D\nLpdTKpUYHx9ncHBQ9J/U1dVhMBjQaDTCtbu/v5/R0VH29vZEb0yZs6ioqODSpUv88Ic/5MSJE8LE\naWZmhk9/+tP8+Z//uXCQb2lpweFwEA6HcTqdXLt2jUQigVarRSaTcfbsWQKBAAMDA9hsNkqlErdv\n30ar1SKXy7l9+zaZTAaHw4HP5yOZTCJJEg6HA7/fz7lz55icnKSlpYVYLCbeF0mSODw8xGg0Cvd+\no9FIT08PpVKJ11577RHvniN80PjQHm329vbEESMcDlNTUyPKswCxWIzl5WXm5uaYm5ujvb0dSZLY\n3d0VRGg6nRZO8+XAU27LLxsGZbNZ3nnnHdEeXygU0Gg0bGxscPv2bdHOX75RGhoaGBwcZHt7m2Aw\nSDQaxWg00tnZidvtRqPRoNVqcTqd9PX1USqVkMvlTE1Niev4ea+P2tpaxsfHqa+vZ2dnB6fTycLC\nAh0dHeRyOc6cOcPbb7+NWq3m7//+72lra2NiYoJMJsPh4aHImpLJJFtbW3z605+mr68PtVrNwsIC\nkUiEaDTK4eEh8/Pz1NXVsbS0RD6fJxQKIUkP/EgMBgMtLS1sbW2RzWYpdzYPDQ0xPz/P5OSkmMa3\nu7tLKpUSvTq7u7t4vV5u374tMpej9dFcD4sP7dHmj/7oj0ilUhiNRux2O5lMhoODA2ZmZnjmmWfw\ner1UV1eTTqdJp9PCNyOXywkbw9nZWex2u3An29raEtP7yiI3tVotSqZlL9NUKoXFYmF8fJyuri5W\nV1dRKBTY7XZMJhM+n0/I3AuFAru7u5w8eZKZmRlR6SkWi1gsFmEklMlkkCRJtO273W6mpqZobm6m\nvr5eVGzGxsYYGBigr6+PtbU1pqam6OnpYXd3l97eXu7fv49SqUSj0Yh+ofX1dYrFIkNDQ9y6dYvm\n5mYODg7Y39+nvb2d9fV1/H4/LS0tZLNZlEolRqNRXH8+n6empoZoNMrQ0BBzc3NC6VvuuHY4HIRC\nIXw+H5/4xCcYHx/HbDZTUVFBRUUFGxsb2O121tbWeP311x/l9jnC+8B7Hee/OmRrWT+i0+lobW1l\neXkZuVxOa2sr6XSamzdvks/nmZycZGlpSdws2WyWmpoaMcah3E8zOTmJ2WwW/w8PSsxlk+menh5i\nsRgrKyuoVCpR6iwLxxwOB2azmfX1dTY3N6mpqaGiokKUTssakb29PdFsV55LU/59yhnJ+vo6oVAI\nl8sldCdmsxmVSsVXvvIV2traGB0dZWJiAoCdnR10Oh3f+c53qKmpQafTsbu7y927d0Vga21t5Y03\n3mBoaEjI21taWhgeHhYdulqtltXVVbLZrPArUSqV3L59G4VCwdzcHH6/n42NDRQKBe3t7aKCk8/n\nMRgMdHd3i2Dldrv50Y9+xOjoKCaTicrKSjQazaPZMEd4pPjQZiR/8Rd/QaFQEGRredqez+ejsbFR\nNMgZDAbC4TBut1u4obW1tREOh4W0uzww22az0dLSIlSiXq8Xj8eDXC6nvr6ehYUFXC4X9+7do62t\njY2NDc6dO8f8/Dyrq6s0Nzfj9Xqpra2lurqaWCxGoVDA6XRy9+5dbDYbFRUVLC4u0tjYKOwNDg4O\nhNalrq6OWCxGqVRifX2d6upqpqam6O/v5/DwUFxvMBjkmWee4d69e6KvqFAoCB+UZDIpPFzLGdb0\n9DTPP/88b775Jjs7Ozz//PP4fD7u3LnDc889RyqVwu12i/cDHgTIiooKlpeXqa6uFpxIXV0dw8PD\n4r12uVy0tLTwF3/xF3z6059maWkJg8HA4OAg3/3ud2ltbaWiooJMJsO3v/3tR7yDjvCwWFtb+9XK\nSF5//XVxHBgYGBAl2+3tbaFaraqqoquri1OnThEIBHj11VcZGBggEAiQTCax2WzCt7Suro6Kigoi\nkQgTExMsLy9js9m4c+cOhUIBv9/PG2+8webmpvAEKRQKYjD4yZMn6erq4vjx4xweHjI3NyfsDmdn\nZ7HZbKJxr6+vj1wux4ULF4TepL+/H4VCwcbGBqFQCL1eT09PD/l8ntOnT6NQKLBarSwuLiJJEjKZ\njGAwiMFgYH9/n8nJSUHMKpVKZDIZnZ2dNDQ08O1vf5utrS0GBga4c+cOBoNB3Oy9vb185Stfoaam\nhkQiIfQoGo2Gvb09NBoNRqMRh8NBoVDg137t18R7dObMGTFAfGlpCYVCgdPpJJlMotPpaGtr43vf\n+x4vvfQSSqWSu3fvChuGo/XRXA+LD21G8md/9mdkMhlyuRzr6+ucPn2avb094Vf6yiuviLGX9fX1\nosz680/1ssQ+n8/T2dnJyy+/zKlTpwiFQoTDYTGyMx6Po9fraW1tJRwOi+7estS+7DGi0WiYnJxk\nfn6epqYmzGYz+Xye6elpBgcHhVy/rDptamqipaWFYDDI/Pw8kUiEU6dOCW/Y5uZmNjc3ATAajRgM\nBtra2jg8POTHP/4xHR0dVFVVsbKyglarJRAI/BOfkuPHj4vxohqNBrVazcbGBpWVlQSDQeGjolAo\n6O7upqOjgx/96Ef09vYKA+1yVlTmWywWC16vF5vNJrxPZDIZmUwGmUwm3PM9Ho8wfzaZTFRXV+P1\neikWi3zjG994xDvoCA+LlZWVX62MpFQqYTAYRDq+s7PD9PQ0w8PDDA8PC0+NhoYGdDodOzs7pFIp\nEokExWKR6elpTCYTs7OzDA8Pc+PGDUF6KpVKKisrOTg4IBKJkM1mSafTLC4uMj8/L3xLV1ZWaG9v\np6mpicXFRXw+H0NDQ5w4cQKDwSCMkst8ycrKCul0moODAxQKBbu7u6Ly5Ha7cTqdxGIxnnrqKex2\nO7FYjJqaGoxGI/BgKFgulyMej2O1WrFarcL5PZlM0t3djVKp5POf/zx+v5+3334bq9WKUqkUlgvP\nPvssW1tbXLx4kcnJSerq6ujr6yOVSgnrgVgsJrp0y+ralpYWvF4vWq2WfD5PRUUFwWBQ+LTk83mu\nXr3KwcEBNTU1LC8vo9FoeOKJJ9ja2uLdd98lEokIUdrR+miuh8WHNiP5/Oc/LzxHS6USOp2Ompoa\nQY6ePXuWN998E6fTSTweF2Y7ZcIvFAoxMDDAyMiIGORUzma8Xi+pVIrBwUHhFTI5OUlVVZVQtlZW\nVgq5u9/vJxqNCh9WmUyGyWRCJpMJcnVlZQWn00mxWOTixYusrq6KzKesuJ2dnUWlUlEoFDhx4gTv\nvPMO8Xiczs5OLBYL9+7dI5vNiqD44osv4vf7aWhoIJFIsLy8LGbxHDt2jIWFBaxWK8FgUHi+KhQK\nMVLU7XYLb9jt7W0qKirE0cPtdgsTJovFwvr6OnK5HI/HIwZzxWIxTp06xe3bt3E6nSiVSjHaIp1O\nY7PZKBQKJJNJ7HY7gUCA3d1dxsbGHvEOOsLDYnFx8aEykg9tIPnrv/5r0aJfX1+PTqfj9u3bOBwO\nGhsbOTw8JB6PU1tby8zMDPF4nCeffFIM+C53wA4NDYmbvGzKEwgE2N/fx2w2i76TcgdtuVwqk8ko\nlUpiZKZCoSAYDKLVaoU+JBAIcHh4KGTqu7u7YghXIpHAYrEQDofp7e1le3tblI3LhGuZ74hGo6KP\n5vDwkPPnz3Pz5k2sViubm5soFArxPqytrYmnR7kPRqVSkU6nUalUOBwO4VJWFszZbDa0Wq2YO3z3\n7l00Gg3JZBKPx4PVamV5eVmYQ7/99tvCxX99fR2VSoXdbqeyspLp6WlsNhtzc3OcP3+e4eFhBgcH\n2djYEMbbV65cecQ76AgPi4WFhV+to02ZNHzssccIh8NMTk5SX19POp1maWmJGzduIJfL2d/fx+Vy\nCTPmXC5HLpejrq4OrVaL1+vFarXi8/nw+Xz81V/9FQ3vzY0JhUIoFAp8Ph/3798nFAoxNjZGoVDg\n1q1bFAoFDAYDNptNVF12d3eJx+Pcvn1baFHKHrDhcJjZ2VnS6TSJREIcOSYmJsRYzTLPotFomJqa\nYmVlhaqqKtxuN263G4/Hw+zsLB0dHXR1dVFbW4terxf8RXmgeltbGwcHB8jlcuLxOF6vl1wux+zs\nLIlEAkmSqKurE302y8vLLC0t8c477+BwOFAqldTV1QFQUVFBNBoVnrRlM2p4MF/om9/8Jp2dnYyO\njpJIJFhcXMRoNPLWW2+J+cPl+cDt7e2PbM8c4dHhQ5uR/Jt/82+EI1p9fT2Hh4eo1WqhJC0/kS0W\nC0qlUnhqHDt2TOgh7HY7fX193Lx5k3Q6TWNjI7Ozs//EQb48BKusAXG5XOLnqtVqnE6nCETluTNO\np5NcLkdrayu3bt3CZDLhdrtZW1ujvr5eZAzlo0M+n0elUon5M0qlknw+L0qs2WxW9NvY7XaGhoaE\nJcELL7zA9evXsdvtQpsSi8XweDxCXVpu3bfb7eTzeUqlEmNjYxw/fpyZmRlOnz7N7u4uMpkMi8WC\n3W4Xvq9lhW650nT58mWampro6+tjeHgYq9VKLpdDLpfT0tJCLpdjdHRUvDculwsAhULB4uIiXV1d\n/Omf/umj3D5HeB+Ym5v71cpI2tvbxdyZMvnY3t6OxWKhs7NTuI9tbW2JtH9jY0MIsMp+qXK5nM3N\nTeLxOFtbWxw7doz5+XkhH0+n0zzxxBPiiV8sFvnhD39IMBhkcHBQ2CqWg9czzzxDw3sm09evX+f8\n+fPCXb3cFFddXY3P5xPGyKOjo6yurgLQ0dFBNpvFZDKRSCTQ6XR0dHRgtVppaWnh5MmTpNNpMpkM\nAwMD/OM//iMqlUq0CZQDweLiImNjY7z11lviKHfv3j1OnTqFSqXC7/dzeHiIXC5nZ2eHd999Vww2\n/+M//mM8Hg+RSITa2lqSySQGg4GbN2/y+c9/np6eHtbX1+nu7qZQKPDJT36SkydPAg/mnvT29qJS\nqdjZ2SGTyRCNRgGEG92jLmEerY9Q+VeSpFrgW4ATKAL/d6lU+rokSRbge0A94AM+VyqVYu99zx8B\nXwLywP9eKpV+9s+8dumFF15Ap9ORTqc5deqUIPrUajU7OzuCJK2trUWpVFJTU8M777yDXC5Ho9FQ\nKpVoampCoVCg1WqBB7aGU1NT1NXVsb+/j0qlEgO5y/0wvb29aLVaisUi8XgcjUaD2WxmaWmJ8+fP\nEwwGsVgsTE5OolQqkSSJUqlEfX296Dnp7u7mrbfe4ktf+hJTU1NotVp8Pp+wCygPPVer1YRCIXFM\n2d7eFqVrAIPBQH19PYFAgIWFBcxmM6dOncLn8wn7w/X1dVpbWykUCrhcLm7duiW8Zdva2vD5fKhU\nKmQyGX6/H0mSuHDhAnNzc2i1WkwmE3t7e8KcqCz+K9spljuf4/E4kiSJ8rMkPWjca2trI5PJMDU1\nJZomj7p/P7qYmZn5YMlWSZKqgKpSqXRfkiQ9MAZ8AvjfgHCpVPqaJEn/DrCUSqWvSpLUCfw9cByo\nBd4EWkq/4AKk9ybtlbURkUgEgMbGRkZHR8lms0K+3tzcjEKhYGpqSri+q9VqXnnlFTo7O8Wc2rq6\nOtFD0t/fj1qt5p133hFuZ/v7+1RUVGCxWAgGg7hcLiKRCBUVFRQKBTweD9evX6ejo0NIwssEbtli\ncWJiAp1OJ3pXyj6sb7/9NidOnKCuro7l5WVSqZSYvld+Emi1WtxuN/l8nh/84AccP36cSCTCu+++\ny+///u8LvcfIyAibm5sMDg4yNjbGU089xb1794SvSbFYJJvNip6ZfD7P7u4uHR0dojdpY2OD2dlZ\nYVs5NzfHk08+ic/nQ5IkUqkUkUgEn8/H2bNnRXPf6dOnKRQKzM/PMzAwwN27d0Xrwu/8zu9w9+5d\nCoXCUSD5CGNqauqDtREolUo7wM57HyclSZrnQYD4BPDEe1/2d8A7wFeBF4GXS6VSHvBJkrQMnABG\nftHrlzf4wcEBgJjRolAo6OzsFMeNTCZDOp2mWCxy7949isUiJ06coKamhvHxcYaGhsT0PafTKUZC\nLC4uitGfZR8NhUJBZWWlCEx7e3v09fURCoU4efIker2e+/fvU55SVx4ZUVbMlq+tXIq+evUqFy5c\nwGq1sru7S2Njo+BOenp6GBkZ4ezZs8CDfppQKCQ4EoBsNssXvvAF1tbWKBQKvPzyy1y6dAmXy4XX\n6+Uzn/mMKD+XSiU2NzcZGBhgdXWVnZ0dFhcXhSCuTKQmk0muX78uOqDLvUjljxUKBUajUYycSCQS\nGAwG1tfXCQQCyGQyKioq2NraYn19naeeeorV1VUuX74sepneT4p8hI8mfil+JJIkNQB9wDDgLJVK\nu/Ag2EiSVPnel9UAd37u2/zvfe4XIpvNCu1CuUw6MjJCbW2t0IuUG/ru3btHc3MzFRUVQpVZntKn\nVqtRqVTihtBoNMJ2YGdnR5RYzWYz8/PzSJLE1tYWg4ODoqKSTqeZmZkRA7jL3bDlm2pyclI4xe/t\n7XFwcIDT6aS5uVkM04rH41y+fBm73U5vb68Yyj01NSV4k3g8LgySAAYHB5mdnaWmpoZ0Os1TTz2F\nJEkYDAYaGhoYHx8XPFJZfOf3+8nn8+L1FQoFL774Iul0WgSqcjm6oaGBvb09crkc9+/fZ3d3l+bm\nZiKRCJIk0dXVJWT9ZQJar9dz7NgxUqkUVVVVeL1ece1msxmNRnMUSP4XxPsmW9871rzKA84jCfy/\njyoPdXa6fPkyb775JuPj42g0GiKRCFqtlq2tLeGpajAYePPNNwWhKJPJOHHiBEajkdHRUWpqarh1\n6xZms5lf//Vf58SJE3i9XqLRKHNzc5jNZurq6rDZbDidTkGsOhwOfvSjHzEyMiLm0pSPCHNzc0Sj\nUdLpNPPz86TTaVHVOHbsGLFYTOg+9Ho9yWSShYUFxsfHaWtrI51OI5fL2dvbY35+nra2Nt566y3u\n37/PwcEBn/nMZ1AoFCwsLBCNRlGpVII8vXbtGl6vl1KpJJSyyWRSiNxsNhuDg4P09vZiNpsZGBhA\nkiTW1tbQ6/VcuXKF6elpvF4vAwMDWK1Wuru78Xg8Ql5/69Yt3G43ZrMZr9dLMBjktddeE0Pah4eH\nefvtt/nZz36G0WgkFothMBiwWq0sLS1xeHj4frfUET5AlB35yuth8b7Kv5IkKYAfA2+USqX/+t7n\n5oHzpVJp9z0e5VqpVOqQJOmrQKlUKv1f733dFeD/LJVK/5+jjSRJpS996Uu4XC46OzsZHh6msrKS\nXC5HfX09wWCQnZ0dMafWbrdjMBiEWVFFRQXFYpHFxUXOnz/Pu+++S3d3NzMzM0QiEUFC1tTUIEkS\nuVyOiooK7t+/j9vtFh4kx48fZ3JyEq1Wi91uZ2xsTJSNvV4vzzzzDDqdThChPp8Pk8kkSNBCoYBa\nraaxsZHV1VUcDgdWq5Xr16/T09NDLpejWCyK+b+Li4tks1nOnj0rjmuJREIEq7q6OkKhENXV1WSz\nWZENmEwm5HK54Edqa2vFUcftdrO7u4vNZhPjKcpzere3t+ns7ESlUmEymRgdHRXT8rLZLB6PR4xI\nBTh+/DiJRIL5+XkxBCwWi9HS0kIgEBCzda5du/bQe+oIjxbj4+OPpPz7t8BcOYi8h9eB33zv498A\n/vHnPv8FSZJUkiQ1As3A3X/uhctzWUKhEPCAQ1haWiKTyfDGG2+IwU9f/epXRaWmrK781re+JabK\nvf766+KYsre3xxNPPIFaraahoQGAjY0NGhoaWFhY4MyZMyiVSq5evYpM9qBR7bHHHkOtVvOzn/2M\ncDhMc3Mzs7OzaLVaQqEQ3/3ud5mdnaVUKtHb28v+/j7BYBCFQoFMJhODsy5duoTb7SYajdLd3S0y\nkHIn7cTEBNXV1XR1dbG+vk57ezupVIrf/u3fRqfTCZuEpqYmkskke3t76PV6BgYGxFycsuajPLCr\nPPPGarVis9lQqVSMjY0RCoWIRCL09/cTDocBuHfvHl1dXcjlcsxmMz09PaytrREIBDh9+rSQzm9u\nbtLd3c3Vq1dFWX5kZASLxcL09DTZbPaR94scrY9Qr40kSWeAG8A0D44vJeD/4EFweAVwA+s8KP9G\n3/uePwK+DOT4H5R//9N/+k+8++67nDt3TnAkZV/TfD5PfX09W1tb2O12Yb9YrrTkcjmqqqqIxWJM\nTk6K0ZXFYlGYFx8/fpzR0VGi0ShNTU1CJl4eJG4ymVhbWxNDp8pWibW1taJKUy4Rl0dj+P1+Tp8+\njcViYXFxkaqqKl577TU6OztpbGxkZGQEhUKBSqXCZrORyWRoaGhge3ubXC6HJElsbGxQW1sr7BoX\nFxc5duyYmJpXFrxlMhk6OjoIBALC9X1wcJBr166hUqmE0fTJkycZHR0VvTepVIrZ2VkaGxtRq9Uk\nEgkhKovH47S0tAibg1wux9raGo2Njeh0OuExWywWqa6uRi6XMzw8jEKhoL+/n2w2SywW45133nmo\nPXWER4/R0dEPvGpzC5D/M//99D/zPf8Z+M//ktcvP30LhQKVlZX4/X7S6TSRyP/D3rvHtnmnd76f\nlxQvIimJokRSpKgrdaEkS7IkW7blS3yJL5OkSZPpDDqDye5sF4vdLRYocE4Hp/1jgekfRadnt+gA\nxbZbtItpdzpNkyaZbBLn6osUO5ZlO5Z1v1ISSZGiSEmkRPF+O3943t+ZPRjs4sx0x86sHuBFYN2i\nC/ny+T3P9/v57tDd3U04HGZoaIgbN25gsVjweDyYTCamp6dxuVwkEgn0ej2NjY24XC4R8LS6ukpz\nc7PQk8jB3FNTU1RWViJJEsFgkCtXrtDU1MTc3By7u7uk02kKhQKBQIBwOMxzzz0nEIfRaJSysjL6\n+/tZXl6mqqqKtbU17HY79fX1IkKzoqICk8mEUqkkn88TCoWoqKgQc5OhoSF0Oh27u7vs7u5iMpmI\nx+PMz8+jVCrp7OwUweU/jYKsr69nYWGBQCBAoVCgoqKCRCJBR0eH4LGYzWYhp3e5XLhcLvHEl9fP\nmUwGs9nMxsYGW1tbosNKp9NCBn/y5EmuXr1KSUkJer1eDIbl/GWj0fgLvbId1Jezntq/uFKppLa2\nlmAwiM/nw2w2i+2L3+9HqVQyOzuLWq1maGhIfNyLL77IxYsXKRaLfPzxxySTSe7fvy/ybEpKSgSa\nwOv1Ul9fT11dHcePHxdPtNbWVh4+fMif//mf8+jRIxHQbTabhTnu1q1b7O/v43a7MZlMVFdX43a7\nSSQSbG1t0d3dzcOHD4WRT1amhkIhdDodFRUVvPjii8JQ53a7WVtbAx4L5xoaGpiYmBBen7a2NiYn\nJ7Hb7YLQplQqef/990kmk3R0dGA0GqmtraW5uRmFQiGiSOvr64WBsKqqitraWvL5PMPDwyQSCfb2\n9qioqCAajTI8PEwqlaKhoYHPP/+c6elpurq6OHXqFP39/YTDYfR6PaFQiNraWoG1/Ju/+RsBSnrS\n6syD65evbH1q4yg2NzfR6/U4HA4x0GxqakKpVAoV6IULF8jn8/zd3/0dFy9eRKF4TBV744036O/v\n59lnnyWbzQqoUGVlJc3NzUQiEba2tsSaWHYD19XVoVKpxGakvr6eEydOMDs7S319PZubmwISJJPd\nJUlibW1NSNO1Wi0Oh4P5+XlBIpM/LxqNsru7y/T0NFqtlo6ODkZGRoRCNxQKcfToUWZnZ3G73Vy6\ndImbN29SKBTEwFcewC4uLqJQKMSxQ46LKBaLAjO5traG0WjkwYMHqFQqTp8+jdfrxePxYDabaWxs\nFDqTXC6HyWRCq9WiVqvZ2tri9OnTYlOWzWa5deuWCOpSqVQsLCyQyWRQKBR85zvfEVGev8gD8qC+\nnPXUdiRVVVWsr6+LYKu2tjY2NjZQKpUMDAwwNDQkQrJkwZlCoWBpaQm32y3ygfP5vFj3ut1u4c6V\nLfJynGVnZycAjx49Ym5ujmg0SmVlJcPDwxgMBt5//30WFhaora3ls88+49SpU2KmcuXKFZLJJPv7\n+8JJvLS0xJkzZ3jmmWcoFotEo1G2trYoKSnBZrPR2trKe++9h9Fo5Ny5c1RXV6PT6fjDP/xD7HY7\ndXV1jI2NcfjwYXK5HLdv3yaRSBCLxcTv4NKlSxw+fBibzYZer6e3t5dCoYBSqRSdVmVlpdDebGxs\nEA6HhWJYkh6nA96+fZuenh62t7fFDdflchGJRCgpKRHw7YaGBj766CMsFgunT5+mpaUFlUpFe3u7\nUB/Pzs4+yYfNQT2hemrdv//1v/5XgSjs6OgQAeC9vb3A49R0mYtx+PBh1Go1IyMjuFwu9vb2qKqq\nwuFwiBWx3+/H6XRy48YNMcyUpMe2fpVKhdFoZHZ2Vpj/LBaLUKMmk0n29vYoFAo0NjYKzcbCwgJ1\ndXSUkegAACAASURBVHWyY1LwTuTV6dzcHA0NDezv7ws6WjabxW63C1CRWq0W3c/Ozg61tbWk02l2\ndnbI5XIApFIpsZLVarUsLi5y+fJlAWxaWFggHA7zb/7Nv+FHP/oRPT09Ii9nf39f+HI0Go34OeT5\nUkNDA2q1mng8LoR0cvZwfX09Go2GtbU19Hq92Azt7OxQVlZGNpulrKyM9fV11tfXaWpqorq6mjfe\neONJPnwO6heoO3fu/Gq5f999911BV3e73cTjcZGSl8lkuHv3Lqurq7zwwgtMT08zOTkp5gryFuXW\nrVs4nU6mpqbwer0Ui0V+67d+i7q6OvR6Pc3NzXR1dTE8PIxWq+WVV15hYmJC5OfIDNjJyUlOnjzJ\n/Py8QBG+9957nDp1imQySV1dHQaDgfPnz5PL5VhfX2diYgK9Xk+hUKCqqgqj0ShWsKlUik8++YSa\nmhoxpFxdXWV2dpZPP/2UhYUFfD4fqVSK27dvs729LVCKTqdTEOy3t7fZ2NggGo3icDiYmJjA4XAw\nNzdHsVgUehc5+mJ1dVXAmz755BPOnTvH5uYm8HgmVVZWxqeffko6nRbkNYC2tjbi8bhAGUiShN/v\nZ3FxkZmZGdGtxGIxfD7fE19hHlxfovXv/8qSJKn4/e9/n3A4TLFYJJlMCku82WymWCyi0WjQ6/Xs\n7++j0Whwu9288sorfPrpp8RiMZE1I28nbty4weXLl1lZWQEee3kKhQIzMzMYjUbsdjuFQoF4PC6U\nomq1mhMnTvDhhx/S3t7Oo0ePcDqdZLNZNBoNgUCA0tJS4bOBx6KtfD4vMJBydo4cmCWDpguFguiI\nZMRBZWUl3d3dBAIBlpeX6e7uBqClpQWv14vP5+PEiRMsLCywu7uL2WwmHo8LiprT6RQiOnkrJK+B\n7XY7Go0GeIzTM5vNXLt2jd/7vd8TiEeXyyXA1PL3Wltby5kzZ3C73Xg8Hra2tqisrESj0bC/vy90\nMfLwNR6PH3QkX+K6ffv2r1b2r+z3kLNtq6urWV9fx2QyMTs7S3Nzs+CyzszMYLPZxAygrKyMZDIp\nYM+vvfYa3/rWtxgZGcFms1FdXU06nSaRSNDU1ERTUxM+n49YLEZzc7PAB8p4RLfbLRL54HHYVS6X\no6KigubmZj766CNOnDhBZWUlc3NzdHZ2sru7S01NDYFAgMrKSsGClW9wMqJRHuJ2dXURDodFEFd7\nezuNjY34fD7C4TCjo6O0tLRQKBRIJBLYbDbgMR+krq6OY8eOkUqlWFpaEtuh7e1tHA6HuOkGAgHM\nZjPd3d3EYjEuXbokeK+tra3cunWLwcFBMeiWsZY/+tGP0Ov14nccDAax2+0sLS2hUqnY29tjbGyM\n1tZWgak8qP+96qn9i8sirLm5Oe7cuUNFRYWgvzc3N7O8vCzO76WlpQwODrK7u0tXV5cw22m1Wh48\neMArr7xCoVCgs7MTq9WKWq0ml8sRjUaxWq0CdgwwMzMj2nQ597eqqkoY7ex2Ox6Ph83NTSwWC198\n8QXNzc2Mj4/j9/tJpVJsbW2h1+uF27hYLBKPxzGbzWKY2d7ezpEjR9jf3xdeIb1ez49//GOR3vfm\nm2+SSCRIJBK88MILZDIZFhcXUavVQrMhh2WFw2Gy2SyhUAiv18vExITYcJWXlxMIBERWcHNzMy6X\ni2KxKLqwt99+W6zK5W4mFouJDi+bzYpQspaWFiwWC6lUim984xvcvn0bo9HI7u4uDQ0NT3yFeXD9\n8te/T+3R5lvf+hYya6O3t5fV1VURYi0rSxOJBHV1dQLG09nZydramuChWiwWmpqa2NraEvksstU9\nnU4L/qnJZKKyspLjx4/zD//wD3i9Xp5//nmWl5fFytlutzMyMkJFRQWSJHHt2jVeeOEFTCYTU1NT\nQmlrsVgoFoukUilKS0tFqLbX66WqqopgMEhraysGg4Fbt27R0dGBJEl0d3ezs7MjbgAajQan08n6\n+jqlpaV0dXWJsPDKykp2d3dRKBSCmZLL5UilUqyvr6PT6bBYLGLr0tXVJfgjsi7lxo0bKBSPkQZV\nVVVEIhGOHDmCSqXC6/VSWVmJ2+3GaDSKkLBwOCwUw7IpUdacBINBEXNxAH/+8tbw8PCv1rBVPmLI\naIBQKMTt27epqKigv78frVZLPp8X53+9Xi8AxOFwmMHBQVQqFQ6HQ8jsa2pqxOBTrVaj0WhoaWmh\nv78fhULBn/7pnwpFqLza3dnZoaGhgT/6oz/CbrcTCAQoFov8xm/8hvDKWK1WdnZ2OHToEB6PR6AH\nb9y4QSQSYX19HbvdjtFoFCjG5uZmBgcH2d/fR6vV8v7773Pjxg0h8pK3LjqdDpVKxZtvvkk8Hsdk\nMglimt/vF4T7gYEBAWc6c+YMPT09mEwmlpeXmZubw+Fw8Mknn7Czs8Ps7CydnZ3E43Hq6+sxGo0U\ni0UCgQDJZJLd3V30ej1NTU3Ceb29vS06vZ9WsSqVSoaHh8lkMszMzGC325/4q+rBddCRAI87ku9+\n97vU1dVx9+5d4LGuRB5orqyscPnyZbGWrKiowOPxiOFgSUkJ4XBY5OTu7OxgMBjo7Oxkbm6Ora0t\n4Ts5dOgQIyMjHDt2jI2NDXK5HD09PUxPT4uALrmzKC0tpbS0lEgkwp07dzh16hSrq6tMTk7y4osv\nUiwWKSkpobm5GZ/PRzQapbW1lXfffZezZ8/i9XoFqHppaUkQ1mpqakSwuBzCrdVqxcwhl8shSRI1\nNTW43W4xA5EjRVOpFPfv3+f5558nGAyi0Wjo6OjA7/ejUqkIBoMsLy/T0dGBz+cjnU7T0dFBKBRi\nb29PDEvT6TTV1dV4PB5aWlrIZrPs7++zvr6OQqFgYGBARJBOT09jNpupqakRAe0Oh4MbN24IVORB\nffnq+vXrv1odSSAQYGJiglOnTlFWVkZ1dTXFYlEMKSVJEmpPGVP4/PPPEw6HxcBPr9cLdkgymWR2\ndpa1tTWsVquAOb/22msMDAzw7rvvEggEaG1txe12E4lECAaDFItFEomE4LL+l//yX7h69Sqtra3Y\nbDbm5+c5fvw4brebra0tjEajcCGHw2Fu3bpFU1MTCwsLnD59mng8Tj6f58qVK9TX1xOPx9nf30eS\nJJ555hnx8w8NDXH37l0h23e73WJ2cf/+fYxGoyCe7e7ucurUKaLRKM888wyFQoG/+Iu/IBAIiLCt\nb3zjG2SzWRobG+nv7xfc1ZaWForFIi+//LLIx7FarXi9Xtrb28lms7S0tJBKpfD7/ezt7TE7O8tX\nv/pVcrmcGOSqVCrm5+c5duzYE39VPbgOOhLgcUfyO7/zO+j1ehExqVQqReqeQqFgdXVVvE2GKQ8O\nDlIoFAiFQmJd7PF4xNlfdgYXCgWxwpWkx/kvMzMzQsp+6tQp5ufnyeVyFAoFzGYziUSC3d1dzpw5\nw7vvviuiH1wuF6Ojo1itVpLJJA0NDWi1Wh49ekR7e7vgdZSUlAh0gAx73tzcRK1W8+mnn3LmzBky\nmYxIFPT7/WLVnc1muXfvnhCtmc1m4dCVdSMXLlxgdHSUM2fOMD4+TlVVFdFolJMnT/L2229TV1cn\n4jpqamp4+PAher0eo9HI5OQk3d3d+Hw+Ll++zNjYGGtra5SXl2Oz2URsR0dHB52dndy8eRObzUZ5\neTkmk0nkDslJiEtLS0/6IXRQP2d9+umnv1odSX19PblcThC4ZmZmkCRJBEFZrVaUSiV9fX3COyLb\n9ycnJ8UxyOFwEAgECAQCzM/P09PTw87ODlqtFp/PRzabZXNzk2KxSHt7u9hGyAa9QqHA1tYWi4uL\nGAwG3n77bZqbm9nd3aVYLOLxeDAYDKysrPDcc8+xubkpOqn19XXUajVXr15FpVKJ45T8ubW1tezv\n73PlyhUymYzIAp6ZmREuYbVazfj4uGDPPv/884J90tvbi9frFetog8HA1NQUGo2GBw8eYDQauXnz\nJrlcTsRYrK2tcfPmTSRJErGipaWlBINBYrEY77zzDvF4nI6ODmKxmEA4nj9/npaWFsbGxuju7sZo\nNBKPx/F4PPj9fmGINBqNT/xV9eD65XckT+2NJBKJkEgkxPzg2WefJZVK4XK5mJiYEMpRGSOwv7/P\n6Ogo9fX1dHZ2ks/n6ezsRKvVCv2Jy+Vie3ubUCjE2NiYkIAfOnRIcE7y+TwffPABCwsLImmvWCwy\nODjI2toa1dXV5PN50uk0g4ODQgwm4wja29vp6upiYWFBfP9Op5OHDx8Si8XErKVQKHDt2jVhtJNX\n2DK28MaNGzx69IhCocCVK1dQKBQ4HA7u37/PysoKPp+PH/7wh7z66qucOHFCDIdlDUhbWxvpdJre\n3l4aGxvZ3d1lb28PnU5HMplkYGCAI0eOCCFbZWUlxWKRpqYmQqEQW1tbXLlyhWw2i9frRa1WE41G\nkSSJsbExNjc32d/fJ5/Pi7V4LpcT+p+D68t5/bz11N5IysvLBYXM5XJx9epVTCYTt27doqWlhW9/\n+9vE43GsVislJSXY7XZ0Oh0Gg4FQKERvb68YuJaVlREMBnn06BGhUIimpibUajWZTIbt7W3+9m//\nVnQXAE1NTSQSCc6fPy9afBmuZLfbBbl9ZGSEEydOIEmPoxrS6TSPHj1iY2MDrVYr8m9k56/VauX4\n8eOi/T99+rQQri0uLgphl1qtxuVycfz4cTKZDOl0mnw+z/b2Nkqlko6ODsLhMBcuXOCDDz5gbW2N\ncDgs+C0Oh4Oqqiq0Wq0I6pKHwE6nk0wmw+bmJrlcTnQjc3NzmEwmYrEYPT094ii2t7fHSy+9JMyQ\nMs1fThuUJAmr1UpVVRUKhYL29vYnLvM+uH75Evmn9kYSDAa5fPkyDoeDZDJJPp9nfn4enU4HIHw0\nS0tLJJNJPB4PpaWljIyMoFKpmJiYECHkJpOJvr4+ysrKMBqNlJWVCYWpvG2oqakR3UIkEmFoaIi/\n+7u/Q6PRkE6nicfjGAwGIds3m81885vfRKVSATA2Nsa9e/cEZf7BgwdEIhFisRhqtZrTp0+jVCr5\n/PPPqampobq6GqfTSVdXF7lcjr6+PkpKSvja176Gz+ejpqaGBw8e8Oabbwq6WyqVwmg08vDhQyor\nK6moqKCnpwe1Wo3BYBB5O+vr62i1Wubm5kS+r3w8c7vd/Kt/9a/wer1MTU0xNDQkSGgWi0Uk6iUS\nCUpKSqirq0OpVJJOp6mqqqK+vl4I4+rr6wmFQpjNZubm5giFQrz//vtP5gFzUE+0ntph649//GPm\n5uYED0PGAsoy9d3dXRGSnU6nxYxBdtNubW2Jde3q6iptbW1CcZpOpwmFQmg0GmpqasS5Xu4kWltb\nGR8fJ5FIiFmKQqHAZrMJ0I/T6WRrawuHw4HZbObOnTuk02kOHz4sQqPk/BrZOCc7gevq6oRDeWJi\ngkKhQHV1tRCtyR4dv99PNBplaGgIv98vdB/pdFqoblOpFK2trSSTScrLy9nb2yOXy2GxWLh//z4l\nJSU0NTURi8VE8Jfdbicej3Pv3j0OHTrE+vo6qVQKvV6PUqkUx7etrS38fj/d3d1UVVXh9/spKyuj\ntrYWnU4nco83NjbE8bCuro5/+Id/eMKPoIP6eevq1au/WsNWj8eD0Wjk0qVLGAwGXC6XyKRVq9Ws\nrKwQiUQYHx9nbm6OcDhMIpEQfIxisUhfXx9LS0vodDpSqRT19fUUCgVyuRxDQ0NUV1fT09PD1atX\n+eCDD9jY2GB1dZXl5WWy2axQv7a0tHDq1CksFgu/+Zu/SVNTE6lUiq6uLv74j/+Yd955R4jTZmdn\nqaiowO/3o9frGRkZIRKJcPz4cbLZLBMTEywuLpLP53nvvfeoqKigr6+PVCqFJEniaDY/P099fT1O\np5P5+XlqamqEpkW2A7hcLoE9kDUqmUxGcGSbmprEzyufgXt6evjoo49EYLoMRhoYGKC7u5tLly6J\nGVBlZSVf+cpX2NzcJBAICKzjxx9/TCaToaSkBJVKRUNDA3/1V3/F3t4ekUjkiZ/zD65f/ozkqe1I\nfv/3fx+73Y7f7+fChQtMTEzw6NEjjh8/LtSTbreb0dFRTp48SW1tLR999BFHjhwR+EO/309lZSVe\nr5fz589z9epVBgcHBS5R3s6sr69TUVEhVKySJDE1NcWVK1eETf7ChQtcv35dAI9cLhcWi4XFxUXq\n6urY2dkRIVxLS0ucOHGCeDwuWKeSJAlma0lJCfv7+6TTaZGbs7i4KNgora2tYi27vb2N2WwWPqJA\nICBs+9PT0zQ2Ngruq5zt2/gTQn53dzeffvopFRUV2O12Njc3WV9f5+LFiyLLd2dnh4qKCqHmXV1d\nZWNjg87OTtLpNN3d3dy6dQuj0cjZs2f5wQ9+wIsvvsjy8jIKhUJQ5h8+fEhNTY1AHhzUl7Pee++9\nX62OJBqNiujI8fFxampqMJlMfPLJJ1y9elXAhjQaDevr69y+fRu73c7y8jK5XA63201XV5dQem5t\nbdHR0YFSqSSbzfLZZ58JHKEcpl1aWsrs7KwgwH/wwQfs7+/T1taGx+OhrKyMXC4nNkQA2WyWtbU1\nHA4HH330kfDYLC8vk0qluHz5MtlslpmZGSKRCO+99x4WiwWlUiluKu+88w4NDQ34fD7ef/99ysrK\nxAr7137t14hEIuLGqNfrsVgslJWVUVNTg0aj4eTJk7S0tNDd3Y3dbhe4hfn5eQF4isVi6PV6Ll++\nzNTUFLlcTgRv+f1+/uiP/ojd3V0ePHjA4cOHxRD79u3bYi6ysbFBRUUFo6OjLC8vi6Om3+/HZDJh\nt9sxmUxPfGB4cP3yh63K7373u/9ET/1/uvqDP/iD7371q18lkUjgdDp56623sNvteL1eLl68yPj4\nuDCR9fb2Crp8a2srsViMtrY2EfugVCpRqVSEw2E6Ojq4fv06kiTxla98RQjTCoUCkUhErHP7+/sx\nGAwYDAY2NjbEALarq0sMe/P5PMvLyxgMBnp7e0WXYDQa8fl8NDQ0kEwmRQj6pUuXKC8vR6lU0tDQ\nwOTkJPF4HIVCgcFgwGg0YjKZ6OzsFA7h06dP8/DhQ+Hvkf0wOp0OnU6Hy+VifHyc8fFxHjx4IALR\nn332WQwGA9euXRNZPHt7eyITR6/Xi/iNyspKqqqqqKqqory8HKvVCjyW6CsUCtra2pibmxPRqDK4\nury8nFgsxsDAAAqFQkjvZYPkQX05a2Fhge9+97t/8P/3855aHokkSYKhYTKZ8Hg8HD16lI2NDZqa\nmigWiwwMDGA0GgWfVT4ayOFR09PTWK1W0uk0arUagFdeeUVwWRsaGigWi+TzeZLJJDMzM2QyGebn\n56mrqxOr4nw+T2NjI6FQiEKhwPHjxzGZTFy7do1MJiNQhmtra7S2ttLR0SFiOycnJ6mqqmJ6eloI\n3OSVtGyWk2FB8XicQCBAW1sb+Xye//gf/yMXLlygqqqKwcFB7t+/T3Nzs+CjlJeXi/WzHCchh3Y9\n88wz9PT0IEkSs7OzmEwmPv/8c8Et8fl8OJ1O7t+/z+7uLgaDAa1WKwhwbreblpYWHjx4QE9Pj+jo\ndDodMzMzVFVVodFomJ+fF9oVWVr/i7yyHdSXs57av7iskoxEInzzm98UlLOuri7BXG1oaBCvpDab\njUAgwOXLl9FoNNjtdoFBlJ26e3t7fPzxx6Jr8fv9nD17lnA4TF1dHbFYTOhBPvjgA/r6+vB6vRw6\ndEj4fHw+H3q9HrfbLTqHRCJBNpvFYDBQXV2N1WoV0vpXXnmF2dlZEd8pb35k4tnOzg5HjhyhvLyc\nF154AYPBgEqlYmNjg56eHj7++GPC4TArKysoFAo2NzfZ3t5Gr9czOTnJxx9/zPLystCb/OM//qOI\nhJDVuiqVimKxyPz8vNgaTU9P4/P5GBoaEuT36elpNBoN4XBYdEiVlZV89tln4ggYi8VoaGigsbER\nm80moE1ut5vJyUkOHz78pB86B/UE6qkdtv7Jn/wJ6XRa5N7K681oNIpWq6W9vV1ERRYKBRwOBzs7\nO+zu7gq48vb2Nj09PSiVSubm5rDZbGKLEQgEqKmpEZL78vJyurq6SKfTTE1NCUFXf3+/EHyVlpai\nVCoFsmBsbIzOzk6Gh4c5d+4cwWCQ9fV1+vv72dvbQ6/Xk8vlMBqN3Lt3D4PBQENDA/F4nMrKSrLZ\nLHV1dajVaubn56murkalUnH//n1qamrY3NykoaFBfK1CoSCMe01NTdTU1PDpp58K9a1C8TieoqSk\nhNLSUjY3NzEajcJ9bLPZiMViTE5O0traSnl5ORqNhkgkIjAL8u9xdHRUrInb2tqIRCLY7XZhK5A3\nW0ePHqVYLIrfT0dHB//tv/23//kf+aCeynrrrbd+tYatMuWrsrKScDiMxWJhaWlJmPTefPNNysvL\n0ev1pFIpNjY2MJlM/x1LVM6riUQiQv5eW1vL8vIyAwMDQmA1MDCA3+9nfX2dvb09sXYtFArcu3eP\nUCjE66+/ztjYGO+99x6VlZXodDpOnjwpVrZarVbQ1OTBptfr5fTp07hcLvHK7fV6MZlMwOM5RDQa\n5f79+3i9XoaHhykpKcFqtaJQKCgWi9hsNhEzurOzQzAYZH9/n1AoJDZLu7u7GI1GEeE5OTkpiPPr\n6+scPnyYzc1NotEoFouFl156ib29PUKhEGtrayLKo6qqCrvdTklJCT09PeTzeaGkLSsrY2xsjIqK\nCmKxGJ2dnfzLf/kvRapgIBBApVKRTCaf+Arz4Prlr3+f2htJJpPhn/2zf0Y8Hsdms7G8vMyhQ4co\nLy8X0nj5eCIHUe3v71NTU0M4HGZ/f5+9vT0RsVlRUcHu7i4+n4/6+nrGxsaIRqPo9Xq2t7cFbMhk\nMmE0GoHHm6NcLkdTUxP//t//e44ePUpzczM7OzssLCzg9/vFUFe22xeLRaxWqxDRXb9+nevXrxOP\nxykWi8RiMUHDl+FEZrOZrq4ustksuVwOpVIpdB5bW1s0NDTg8XiwWCyk02nOnz9PLBbDaDQyMTGB\n3W6no6ODXC5HY2MjmUyGR48eiXWv3W6nurqaUCjE8PAw8Xic7e1tCoUCer0el8uF3+9nbGyM69ev\nC36LHDsqC9tkJWtZWZkI/nr06BE2m43Lly+jVCqJx+NP/MlwcB3cSESVlJSwurqK1+slHA5z+fJl\ngQSUhVT7+/uYzWYKhQIqlUpAkM6dO0dZWRnt7e2o1WrUajUbGxsCP2g0GmlpaWFjY4NCoSA8Nm+/\n/Ta7u7sinKunpweLxcLdu3eRJEl0CLIMXg4D/9a3viXI9tXV1Wxvb2MwGGhtbRWu2tOnT2Oz2bhy\n5QpjY2NYLBbMZrMYkG5sbHDx4kUWFxeprKzk0KFDdHd3iyemRqMhHo/T0NAg9DDyBkXO593b22N5\neZmjR49y5coVEUUqJ+UdP35cIBRzuRxWqxWLxcLc3JwIP29ra2NnZwePx4NOp2NqagqPx8Pc3Bxz\nc3M888wzolu7deuWcEkfO3ZMbLqe9Arz4Prlr3+f2htJLBZjfHycjo4OKioquH//Pjdv3iSfzxOP\nxykUCrjdbqqqqmhvb2dvb4/Ozk4mJiZYXl5Gq9WSSqWIRqMiD0Y24Mmu3IqKCtLpNC0tLbhcLpHe\nJ3tWgsEgn3/+uXC2ut1u8SSyWCzcvHmT3d1dJiYmBLoxlUpRWVkpMnZOnjwpArru3Lkjkv5qamoE\n2AjA7/czPDzMysqKiKu4e/cuNpuNSCRCW1ubCO56+eWXsVgsPHjwgI2NDeF9icVi9Pf3C7KcWq0m\nGAyi1WrJ5XLiwXLv3j1OnTqFQqEQeb1y2Nbe3h4KhQKXy0VFRQUvvfQSNpsNs9lMf38/8/PzQkks\n5wNZLBb+8R//UfiKDup/v3pqh63/4T/8BzweD7W1taytrZHL5aiursbv96PT6XA6najVau7cuUNX\nVxcqlYqrV6/y0ksvUSgU2N7eprOzU+T8dnZ2cv/+fUwmk8AOlJSUsLy8jMPhIJfLUSwW2dnZoa2t\njdnZWRFroVQqxXFHFsJZLBYR75BOp8URSI6WWFpaEn6YS5cusbq6ikajESa/u3fvcv78eTGkXFhY\nwGAwCCBTV1cXoVAIg8GAz+djc3MTk8mE1WqltraWH//4x2KOIg9ss9msyOJ1OBwUCgUmJyd55pln\nuHbtGseOHWNra0t0MaFQiNLSUtra2giHw+zs7AjPj9VqpaKigkQiwcjICIcOHWJra4tDhw6xurqK\nw+Fgd3eXCxcu8MYbb3DkyBGy2az4mxzUl7Nee+21X61h6+joKEeOHKGhoYF0Os2RI0coFAo4nU4u\nXrwoOoB8Pk8ulxNMDKvVSjAYpKmpienpaXFzkKTHdvejR49SV1dHMBjEZrPR+BN9iAw1Ki8vZ3V1\nle3tbeHrMRgMbG1tEY/HhWjr4cOHFAoFrFYrOp0OhULB4cOHMRqNwjm7u7vLCy+8wOuvv47D4SCV\nSnH16lXGxsZYX18nGo2ysrKCSqUSkZpOp5ONjQ1CoZCAILndbpLJJDabjUePHjE6OorD4eA3f/M3\naWhoEBGi29vb5HI5VCqV6DIaGxvxeDy0tbXR2dlJOBzmzp072O12DAYDer1eBGnJRzmHw0FbWxu3\nb9+mubmZf/tv/y1Op5Pm5mZWV1c5cuSI2N789V//NXq9nuXlZWZnZ9nY2HjSD52DegL11CpbX3zx\nRWZmZigrK8Nut7O9vU1ZWRn7+/uUlpaiUCgYGxsT1HWVSkV5eTnpdJqKigrW1tZEZoysq/B6vQSD\nQba2tmhra+Pq1auEw2E6OztZWloSNwZJkujt7aWyshKPx0NjYyNbW1ucP3+eZDKJTqcTCMjS0lKR\nzfvgwQO2t7fR6XSC82oymYRk3uv1otFoKC0tFWAkSZIIBAIoFApKSkrw+XzYbDbu3LlDdXU1gIA9\n19XVoVAoxFpZvmEVCgW0Wi16vZ47d+4I8ppsH9jf36esrEzAqAEhgJMza1ZXV2ltbWV+fl50e77s\nfwAAIABJREFUcTIFTQ4uv3v3Lq2trahUKmpqalAoFCSTSbq7u/H7/RiNRiwWC8FgEOBnDu/ktx28\n7+l83/T09M+lbH1qO5ILFy5gMpmIRqMCn+j1enG5XHz/+99nbW3tv1t3yhLyXC6HXq+ntbWVw4cP\nk0wm2dzcFLxWOdf2iy++oKurS3QGe3t7HD58mEwmg1ar5eOPP2ZwcJBnn32W5eVl6urq2N/fZ3Fx\nkZ6eHjY3N8XKVz52NDQ0cOLECY4cOUIul2NxcRGz2YxOp+P06dOcPn0arVbLw4cP6evrQ6fTcf36\ndcxms9CyOJ1O/H4/3/72twkGg4RCISYnJ8nlcty/f5/NzU1Bqa+srGRlZUWAm7a3twXVrbm5mUgk\nwubmJj09PWxvb7OwsMDMzIzw4aTTaSKRCH19fTzzzDNMTk5y6tQpKioqRNi5SqUSv7+XXnoJh8PB\ntWvXsNls5PN5XnrpJRKJBIcOHSKfz/Pw4UMUCgVKpVL896evg/c93e/7eeupnZH8yZ/8CfX19bzz\nzjuYzWbMZrM4xuzs7LC4uEhXVxd6vZ5MJiOOQsFgkIGBAfL5PKWlpYK5sbS0xAsvvMDy8rLI6pWf\nMDMzMzidTjQaDWq1Go/HQ6FQoL6+nuXlZZRKJe3t7f/dHEXO05FVo3a7nf/8n/8zAwMDrK+v09TU\nhE6nQ6PRiC5jf3+f8vJyDAYDgUBAgKBLS0tZXFyks7OTxcVFbDabWHm7XC4+/PBDlEql8NLIBr/d\n3V3kALDV1VW6urqw2Wx88sknInCroqKClpYWHj58SCaTweFwsLy8LEDXFosFSZJEd9Pf38/w8DC9\nvb3s7OxQKBTY3d0llUoJQZ9GoxFgI3lrlkql2NnZAR4nABzUl7N++MMfPpkZiSRJCkmSHkqS9O5P\n/l0pSdInkiQtSJL0sSRJFT/1sb8vSdKSJElzkiRd+h993Xw+z9LSEkajkQsXLpBMJmlpacFkMpHN\nZnn11VcZHBzE4XCQyWQYGhpif38fi8VCS0sL4+PjTE5O0tfXRzAYFCyQ1dVVQVRPpVKUlJRw/Phx\nEomEGMLK3pulpSWam5sFk1XefBw/fpx8Po9CoWBvb4/W1lY+//xzzp49S0NDA9/61rdIJpM8evRI\nBG6XlJTQ0tLC/v4+CoUCtVpNa2srOzs7LC0tcerUKcbGxkilUgQCAdEpBQIB+vr66OjoIB6PEwwG\n+cu//EsKhQILCwtsbGywt7dHsVjk9u3bzM7OUl5eTnV1NdPT07jdbgFPkrORi8Ui586do7u7m66u\nLlpbW8XPF4lEaG9vFxaAcDhMW1sblZWV4m8j4xZqamq4efMmgUBA6GNkZMLB9eW8ft76pzja/A7w\n0wCK3wOuFYvFduAG8PsAkiR1Al8HOoCvAH8u/Q++81gsJoxpb775Jvl8nkgkQj6fZ2BggM3NTbEW\nLS8vR4b41NXV8dZbb3Ho0CH0er3AMzY2NpJMJjEajQQCAaxWq6CAyREQPp+P9fV1JOlxGJXZbKa8\nvBy1Wk08HhcOZLfbjcvlwm63Mz09TS6XE8Hcq6urTExM0NXVxbFjxygvLyefz2O32xkfHxeSe7ml\nlPNqHj58KOInotEokUgEm83G1atXCQQC5HI5vF6vENGZTCZ6e3ux2Wxsbm5y+/ZtKisraW1tJZvN\n4vP5OH36tPgZt7e3eeWVV/B4PEQiEeFclnU6VqtVGA8DgQChUAibzYZer+f+/fu0t7djMplENGex\nWOTWrVucOXNGRHnKKMgn/WQ4uH75N5Jf6GgjSZID+AHwh8D/USwWX5QkaR54plgsbkqSVAMMF4tF\nlyRJvwcUi8XiH//kcz8EvlssFsd+xtctfu973yOZTJJIJESUQiAQEAFUSqWSZDIpzHS5XA6/38/Q\n0BDRaFQI0WT/ytzcHE6nk3Q6jdfrRavVotVqReSDzB1taGgglUoJJapGo8FgMOB2u0UAeXV1Nffu\n3cNisWA0Grl79y6nT59mfHyco0ePEgwGsdvt3L17F61WS3NzM1tbWwQCAba3t+nr6yMSiXD06FFh\n6GtsbEStVjM6OkooFMLlclFXV4ckSahUKqLRKKlUSsCdNzY2BEe2urqaZDJJWVkZ29vbaLVazGYz\nXq9XaFFkWX8ymcTpdJJIJIRyVV4HyxS0QqEAwMOHD6mursZkMomPkbsW+Zj000ri1tZWwuEwMzMz\nP/dj6qCebP3N3/zNEzna/CnwHeCn70bWYrG4CVAsFoOA5SdvrwV8P/Vx/p+87WdWIBAgk8kQDAbp\n6uoSK8uZmRmi0SgajQaXy4VWq8XpdOJ0Ovnd3/1dTp06RSqVAmBvbw+TySS2DWtrazQ0NNDX14da\nrRaDzVgsxtzcHAaDgZGREeBxRySn1K2urtLQ0MD29jY3b97ks88+o7KyEqVSidfrJZfLsbCwwMsv\nvywiLZeWljh79iwul0sMgnU6Hc8++6zAMn744YdkMhna2tqIx+PcuXMHvV4v4jT8fr/w3TgcDmw2\nGzqdjuXlZSGXn5iYoLu7my+++IJ8Po/P5yMYDHL9+nWCwSC5XI7Dhw+zvr7O7Owsy8vLuN1u5ubm\n2N/fZ2VlhYmJCWZnZ6mrqxM5PiaTiePHjxMKhaivr6e8vJxIJMJnn33Gzs4OZ86cETcWSZJwOByM\njo6yurr6xF9VD64vUUciSdLzwFeKxeK/kyTpLP9vRxIpFouVP/Vx28VisUqSpD8DRovF4t//5O1/\nDXxQLBbf/hlfu/i9732PbDaLyWRiZWWFQqFAWVkZpaWlbG9vk0gkqK6uxuFwCJHa1NQUiUSCQqHA\nwMAA4XCYiYkJvva1r7G1tSVWovIN46WXXuK1116jvr6eCxcuCICQfIPo7Oxkf38flUpFPB4nmUxy\n6NAhMeeQM218Pp+gklmtVnZ3d9ne3mZwcJC5uTmy2SwdHR1MTk6KsK/q6mpOnjwpmLKJRAKFQsH4\n+DhXrlxhe3ubdDotHLr5fB6PxyMUt2q1mq6uLhYXFwUrpFgsigGyz+cjk8lw+vRpEWEqK09l1OTa\n2hoWi4WKigoymQz5fJ5wOEx1dTUbGxvieDc2NkZ1dTXRaJTe3l6RZOhwOMTHjo+P09jYiEKhEL9H\nSXpsK/j//G0P3vcUv+8HP/jBL70jOQm8KEnSCvAacF6SpB8CQUmSrD/5ZmuA0E8+3g/U/dTnO37y\ntp9Zb7/9NlevXuXdd98VpPSjR48yNTWFw+HAYDBQUlJCMpnEbrezs7PDr/3ar9HU1ITT6WRwcJCd\nnR2sVis7Ozskk0lSqZSAQPf39+N2u3n55ZdFWLckPd5eTE1NiSfpBx98gFarpaGhgcOHD+N2u0V8\nZzqdFkeExsZGQWoPBoOCBXv+/HmsVqvgr5aUlKBQKMRwNZ/Ps7i4SCaT4dy5c5w8eZLNzU2OHTtG\nJBJhamoKn89HIBCgvr6eSCRCY2MjDQ0NfPjhh1RVVSFJEltbW2xsbOBwONDr9fT39wOPYz3kIXJV\nVRXz8/PYbDbcbjdlZWXCkfzgwQNmZ2dFbk04HKapqYmlpSW+8Y1vAAh2Sltbm5D9h8Nh8vk858+f\nFz6mp2WVefC+//n75Lwn+fp5659k/StJ0jPA//mTjuT/BraLxeIfS5L0fwGVxWLx96THw9YfAcd4\nfKT5FGgt/oxvQJKk4te//nUxSNVqtSwvL4vW6/DhwwQCATY3N3E4HFRWVjI8PExHRweJRAKj0Sh4\nrXNzc2i1Wu7evSucu06nk3w+j8FgoLS0FJ/PRzKZpK2tDZVKJfgeX3zxhVjlytL2TCbDhQsXmJ2d\npVAosLS0xPHjx5mbm6OlpYXNzU2xIi0vL0eSHgODzpw5g9/vR6FQEA6HhZv27t27pFIp6urqaGxs\nFLm5VVVV1NbWCl3IysoKNpuNuro6PvvsM/R6Pfl8nlQqhd1uFzzVUCgkVuRlZWUcOXKE4eFhjh07\nJpy6tbW1KJVKtre3SaVSNDY2cuPGDQYHBxkcHGR0dJTJyUmqq6uxWCwkk0lCoZBYQcs5QltbWyiV\nSkGu29nZobS0VPiHDurLV3/1V3/1c3Uk/ytQi98D3pAk6bcAD483NRSLxVlJkt7g8YYnC/z2z7qJ\nyNXb20s6nSYYDFJfX09lZSV1dXVMTEyInJnS0lKampr45JNPMJlMqFQqNBqNCOfOZDJ0dnby3nvv\nceLECRobG9Hr9ayuruLz+cjn8wKTaDKZhAz9jTfe4Pjx42xtbXH48GHB9bBarWKuUCgU8Pv9nDx5\nkuHhYV566SVUKhXZbJZwOEwmkxGmQL1ezxdffEFVVRUARqOR2tpawuEwZrOZf/Ev/gVXr17F6/XS\n29vL7u4ukiQRj8fZ29sTgjB43BXs7e2hVCoF5tHr9TIwMMDu7q7IMa6pqRE6l7a2NnQ6HVarlXA4\nzO3bt+np6aGzs5MHDx7Q3NxMf38/KysrBAIBkskksViMs2fPsrq6Sm9vLyMjI5w5cwaPx8MXX3xB\nR0cHzc3NbGxsCFHesWPH2NjYIJFI/C94WB3U01xPrSDtrbfeYnFxEY/Hw6FDhwTxbHFxka9//evs\n7e0JJWd/fz8ej4epqSnkOE6v10tdXR1GoxG/309VVRVzc3Osr6/jcrlobm5mcnKSr33tazx48IC5\nuTkuXbrE7Ows6+vr7OzsiCCrs2fPMjs7S3V1NTqdTnQdcvcTCoU4dOiQCIxyu90cPXpUdBMej4f5\n+XleffVVvF4v+Xye8vJyjEYjq6urrK+v43A4mJmZob+/n9LSUpLJJCqVSpDuy8rKKC8vJ5VKYbFY\nGB8f59ixYyQSCRFwLjuhs9ksr7/+Ol1dXRiNRlZWVnA6neRyOaLRKAqFAp1OJzqXnp4e3G63mEnJ\n8OaFhQWGhoZQKBQiiExeRdfW1mI0GslkMsTjcTQaDWtra5SUlBzcSL7E9Zd/+ZdPTUfyT1KTk5OE\nw2GUSiUlJSWCddHW1sa9e/cEtHlnZ4d8Po/b7cZoNLK4uCiMft3d3SwsLAgZeElJCefOnaNYLFJS\nUkJXVxevv/66yK2VU+oaGxupqalhYmKC3/7t32Z+fp6uri729vZ49OgRBoOB2tpaysrKmJqa4vDh\nw8RiMeGYLS0tFdL4QqHA3t6e8KPU19czMzNDZWWl4JzI/psXXniBhYUF9vb2cDqdzM3NUSwWOXHi\nBH6/n0gkgk6nQ6VS0dHRQVNTk/ACNTY2sr29LewC//pf/2t+8IMfMDg4KBiwMlE+m80KH5Ccm/PW\nW28JBbHBYECn06HVaqmoqGBoaIi//du/FRR6mdgWjUaFPUAueZh7UP971VPrtSkWi4yMjAhp+tra\nGo8ePSKfz4tXvZ+2rpeUlKDRaLBarSiVSk6dOsXf//3fo1AoaG1tZWpqis3NTcbHx7lx4wbvvvsu\nS0tL1NXVsbCwQCgUYnp6mpaWFhwOB2q1mq9+9avcuHGD+vp67ty5QzKZZGhoCHhMT5ucnMRkMvHm\nm2+yvr4uOKuS9Jjcvra2xo0bNzCbzSLk3O/309LSwuLiIm1tbZw5c0ZY9Dc3N+nv7+fChQv4fD7h\n0JW1INXV1UQiESFcu3//vpjFyLxauYtaWlrCarWKFXNPTw8dHR2cP38em82GSqViZWUFjUbDzMwM\nR48e5bnnnkOj0YioD4fDQTqdZnFxkerqauLxOMeOHUOj0WAymUTAWD6f5/bt25w/f14kBh5cX87r\n562n9mjzne98B51ORygUoqGhQRwnamtrWVhYoKuri2QyicPhYH9/X6AJJycn8fl8nDt3jpmZGSRJ\norq6WrhjJUlifX1d/v/Q0NAAPB6irq2tiSwdg8HA6uqqGLJWVVURjUbJZDJCmCZ7dMxmM1qtlvff\nfx+bzSaCyuVAq62tLaxWK5FIROhJ9vf3icViNDU1YbVayWQyQnvi8XhYWVlhYGCAxcVFKioqGB8f\nF4AlOdj85Zdf5u233xb+GY1Gw+XLl7l165ZwBD98+JALFy6QTqeRJIm9vT0KhQIGg4GKigoqKiq4\nevUqGo1GOIu7u7sFuS0QCKBWq0U0p8fjIRAIiGiKlZUVrFYryWRSHH/29/ef2GPnoH6x+k//6T/9\nah1tVCoVqVQKv99Pa2sr0WgUSZKor69nc3OT0dFR/vk//+d88sknlJSUMD09TWdnJ4VCQQwmBwcH\n8Xq9Yi4it/SSJLG5uUl3dzdra2viSRUKhYRfJpVK8dFHH2Gz2ejp6REAIY1Gg1KpZHNzE6VSSXl5\nOfPz8ywtLXH58mWCwaBICJSJaQaDgYWFBcrLy6mtrSWdTgvdx8LCAh9++CHt7e2k02mmp6eJRqN4\nvV66u7uRJIlUKsVzzz3H9PQ0er1ehHjduHGD1tZW4fuJx+OMjIxgNBpFHMfx48c5ffo0Y2NjfPjh\nh3zlK1/B4/FgMBhYXFwkm81y5coVysrKePDgAQqFgtXVVUGib29vp66uDrfbjUqlorm5GaVSSXd3\nNz/84Q+xWCyEQiG6urrI5XKEw+Ff6JXtoL6c9dR2JL/7u7+LJEk4nU6y2azgkPh8Pqqrq8nlcsJ0\nV1paSjabpbS0VAz9FAoFjY2N4lW5vr6eRCJBWVkZhUJB5O56PB60Wq2IiDCbzSwtLYkNjtvtpre3\nF7fbTWlpKb29vaytrRGLxejq6sLn84ktyfz8PMlkUrBLUqkU+/v7+Hw+XnzxRUZHR4lEIhw7doyd\nnR3cbjeVlZV0dnayvb1NNBrF7/fT19fH66+/LrYgKpVKYAzk7zMej6PT6SgWizidToLBILW1tcTj\nce7du8fQ0BBzc3P09PTw7rvv0tfXh81mE7J32TgoZxCfPHmS0dFRurq6hJxfBkDJXzcajQombUdH\nB8PDw+TzeYaGhhgZGeH5559ndHRUdHEH9eWrP/uzP/vVIqTlcjkGBgZ49OiR4IWcPn1a2PaVysfZ\nuSaTSaxmV1dX8Xg89PT0CE/IyMgIra2thEIhPB4Pfr9fxCzI8RRKpZLOzk7xSn3v3j3Kysqor6/n\n2WefZXx8HJfLRTqdxuPxsL6+Lpis8XickpISgsEghw4dYm9vj5MnT4pBaSAQ4NVXX+Wtt94CHg8j\np6amRBrg0aNHKS0tZXh4GJPJREtLC6FQiPPnz1NVVcXRo0dxuVyYzWaOHj1Kf38/+/v7dHZ2sre3\nRyQS4datW2i1WsbGxigWi/T19bG4uChocS0tLUSjUYFASKfTpFIp0T3IOTbNzc3o9XrOnj3L1NQU\noVBIRFjIGcrxeFwQ+7u7u+nt7WVxcZFf//Vfx+PxoFKpnvg5/+D65c9IntobSSKRQKlU4nQ6qaqq\n4sqVK2xtbaHT6djY2MBut1NeXo7H46GhoYE33nhDrCSnp6fFEFVe82q1Wi5evChuPnLnMDAwgFKp\nZHx8XARsf/vb36a0tBR4rNvo7e1leXlZOG1bW1tZX19nd3eXbDYrjkqPHj3i2WefZX19nfLyckpK\nSpiZmWFra0tQ3VwuFzqdTihzr1+/Tjgc5rnnnhPGQJvNRl9fn6C+SdJjxW0sFiMcDmOz2YSatr+/\nn/b2doLBIFarVaT8NTY24vf7SSQSGAwG8fkdHR24XC6MRqOQ/str5a2tLRYWFhgeHuaVV15hbW2N\n5uZmoXKNRCLEYjFMJhOxWIxAIIDT6aSiooLZ2Vmx6XrST4aD65d/I3lqjzbf/OY36enpEZELd+7c\nQafT0dHRweeff044HObixYs8ePCA8+fPs7CwIGYPN2/exGg0UlVVRWlpKS0tLQwPD9Pf388777zD\nwMCAYGlYLBYGBgZEOLfsV0mlUsLPo1Kp8Pv94kYmU95lUFEsFkOSHs9vrl27Rjabpbm5WTBUNjc3\ncbvdYt6gUqkIBoOEw2Eaf8JUTSQSuFwuAFZWVgTCQCa63bt3j97eXjKZDPfu3aOurg6Px8PFixcF\nUrG5uZmlpSWRSVNVVSVyfBQKBUtLS7S0tIgjVSaTAcBmswkB3e7uLnq9HoB4PC5Ib+fOnROeHXng\nW15ezubmJuXl5cIvVFZWhtfrfWKPnYP6xer73//+r9bRprOzk3g8ztzcHH6/n4WFBdFlnDp1ipMn\nT7K7u0tt7WMD8YkTJ3A6nSwvLxMKhejp6SEYDFJSUsIXX3xBQ0MDkiTx6quvotPpWF1dpaysjKqq\nKtEdyPjEkZERFhYWKBQKzM7OMjExQVlZGTqdTnBcq6qqKCsrI5VKkU6n2dnZwev1Ul9fz6FDh0il\nUhw9elR0GM899xyRSIQrV66g1WpJJpMsLy9z69YtIYuvra0VmxN4nDZYXV2Nx+Ohr6+PjY0N1Go1\nR48eJRAIcObMGdxuN++//z7b29uoVCoSiQQffvihQCM4nU68Xi9zc3MCXH3y5Emxrero6CCfzyNJ\nj/Usq6ur7OzsMDc3Rzwex2Qy8cILL5BIJIRUHhCS+ZGRETY2NvB4PJjNZkFcO7i+nNf/w96bx8aZ\nn/mdnzpYB6uKdZFVrCqyeN+kJIoSJbKlptTqbrXGbrmnMz1tj+PxjjeDCYI1HGCQTAbIIB4YwcRw\nkp3FZBxnEWQmQeJJj8du2213t/qQ1LoPXuJ9X1Us1n2yDlaR9e4f0vvDeJHZ7LYXVrvNB/gBLXax\nVCLf9/c+v+f5Pp/vx41PbEbyz//5P6dYLOLxeJiamqK5uZmamhqmpqbweDzs7+8L0yt5EC4QCODx\neMQTWafTodfrqaioYGNjQ+hNQqEQzz//PHNzc3i9XrERyG55yWRSGINHIhG8Xi+dnZ0itQ8Gg8K/\nRtZ1yCwTSZJIpVKkUimxGbpcLpaWloTBtnxTJ5NJvF4v7e3tLC8vCx9ek8n0Mz7GKpUKv9+P0Whk\nbm6OcDjMwMAAR48eFZPABoOBnZ0d9Ho9lZWVpNNpYeUp601ef/113n//fYxGo5DhV1ZW4vF4SCQS\nZLNZHA6HgGXLr9va2iKdTnPx4kVu3bolOkcXLlxgenoap9PJzMwMNpuNU6dOMT4+/pSvoMP4uPFv\n/s2/+XRlJE6nk3PnzmG324lEIoyPjxMIBDhx4gShUIg333yTQqGA0+mkrq6OI0eOMDg4yNzcnDBp\nGhkZwWw2EwgERHFwdHRUgJrn5uYEHEmn09HY2MhHH33E7u4u9+/f5+HDh6RSKWpqanjrrbeYm5sT\n1PibN2+Sy+V48cUXKZVKWK1Wmpubhe+MXCBNJpOo1Wrhqnfz5k0hIMvlcszMzHDz5k1CoRDr6+tY\nrVai0Shzc3PCdDwSiYjuVUdHB6dOnaK6ulroVuSjlvxvj8fj+P1+gVu8fPkyR44cYW1tjd7eXubm\n5rh48SJVVVUcP36cn/zkJ+Tzefx+P41P5pHy+bxQ+2q1WgYHB/nRj37EiRMnyOfzDA0N8a/+1b9C\npVKRyWQ4ODhAp9MxNTX11J+qh+swIwEeZyTf+c53yOfzFItFwuEw0WiUmpoaYWj94MEDDAYDtbW1\nTE5O0tXVJVinXq+Xrq4u/H4/0WiUuro6fD4fvb29Qt9x48YNWlpaUCgUIqOoqqqiVCphMplEa3dx\ncZHBwUGWlpZEqu/z+aitraWxsZErV64Iqrz8y5D1G6Ojoz/jlfPSSy8xPj6OJEmYTCZ++tOfcunS\nJQGcVqlUFAoFRkZGuHbtmqjZ6PV6dnZ2MBqN1NfXs729jcvlQqfTiY6SUqkUsz5Wq1VgD2VF7djY\nGIVCAb1eTy6XY3h4mHfeeYf6+nr0ej0Wi0VI+uExFEoeyDt37pyY9E0kEpjNZvHnuro6UUuJx+N0\ndnYKC9TD+OWLb33rW5+ujGR2dpbd3V0MBgN7e3t0dHTg8XiYnJxkenpa1BlkUno6nUatVguJ9tra\nGvPz82xsbIgiYzqdxuVycf/+fSEjv3nzpmgBm0wmzpw5QzQaZW1tjdXVVerr65mdnWViYgKLxYJW\nq+Xo0aNotVrGxsYYGBjA7XZTX1/PwMAAGo0Gp9PJ3bt3BY7AaDQKJ8BsNisGDV966SVhYi5JkrAW\nnZubo1QqiRmZlZUVwRcJhUICL1AsFkkmk8zOzhIKhbhw4QK1tbUoFAqhms1msywuLtLR0cHOzg59\nfX0cO3YMs9lMZ2cnhUKBqqoqxsbGhIH52toa0WiUYrGIVqulvr6ebDYrXPlaW1vp7u4mFAqJuaFk\nMklnZ6dQEx+uX871ceMTm5F8/etfp6amBr1eTyQSIRQKiY6DXAeZnJyksbGRYrHIzMyMkHzv7Oyg\nUChobW2lr6+PUCjE7u4u9+7dw+12C+FaU1MTi4uL2O12ZmZmcLvdPHr0iGPHjokNwOl0Mjo6SnV1\ntaDUb21tEQgEMJlMwtVOo9Fw9OhRAXGWfXYDgQArKytcvHhR8Exlj+LOzk5UKhWDg4MolUpCoRD7\n+/uC9CYL1YaGhsTmabFY2NzcxOFwsLS0xKlTp4QeZGtri6qqKuG2Z7PZUKlU7O3tsbKygtVqZXd3\nF4/HI3x0gsEgXV1dYjPL5XJks1mGhoaEmZgkSbS2thKNRgHY3d3F7XYjSRI//elPGRkZYXFxEZPJ\nJDyXD+OXM775zW9+ujISg8HA1tYWhUKBiYkJ4HE7srW1FZVKxYMHD1Cr1RSLRXZ3d8UMi1qtxmKx\nMDg4KNSafr+fmzdvMjg4yOc+9zn0er1gkcjQaPkp/8ILLxAMBjl79iyZTIapqSmOHj1Ke3u7mDLW\n6/U0NzeLp7/RaESSJEGx39zcRKvVotPp6OnpERlJPp/nM5/5DLu7u/T397O5uUkoFOLKlStMTk4y\nOzvLm2++SW1tLYlEAo1Gg9VqZX19nWKxKLQbra2tFItFXnzxRVFrkYvFNptNkON8Ph/lchmDwUBv\nby9HjhwRTJRSqUQ+n8fhcAhEg8FgQKfTUVVVxcrKCru7u+h0OtRqNevr68zMzJDJZKioqGBzc5NU\nKsXQ0BA7OzsCPfC3zcoP1y/f+rjxid1Ienp6BIhH9sVtaGhgfX2dQCDAyMgIAEtLS6IwjMZHAAAg\nAElEQVQF7HA4aGhoEO3TlZUV0aWJRCIEg0FGR0dZXFzkM5/5jBjAO3PmDLFYjIWFBex2u+B8yAXU\nTCbDnTt36Ovrw+l0YjKZ6Ovro76+XtDJtFot165dI5PJYLfbBSckEongcDiIxWL09PSws7NDZWUl\ndXV1eL1evvjFL9Lf309LSwudnZ189atfpbm5WbS6tVotyWRSUPOVSiXvv/8+iUSCv/zLvxTm30eO\nHKGxsZGxsTFaW1vp7OwUXjpLS0sAKJVKEokEBoMBv99PJpNhZmaGg4MDqqurWV5epqamRtDoJEni\n2rVr2Gw2isUibW1tWK1WDAYDbrebQCDAw4cPcbvdnDt3DqvVSiQSeToXzGE81fjEDu3dv39fZBxG\noxGF4jGX1G63i6dpoVCgr68PpVKJw+FAq9USDodRKpUEg0Gh9SiVSpw8eRK3283KygpdXV2iC1Rd\nXc3q6irlcpnm5mYUCoWYOZEhQDU1NUxPT1NfX08kEqGrq4uZmRl6e3uFMG5qaoq+vj6h5ZAkiYqK\nCiorK4XLXiKRIJ1OCzMpuZbjdrtZXl4W4/737t0T4OlAIIBer8fr9Qqhmuw7fPz4cVGM3djYIJvN\n0tLSQiKRYH19nVQqxdjYmPDymZmZEfaeBoMBu92OWq1me3sblUpFc3Mz3//+9xkeHmZ5eZmGhgZa\nWloIh8PY7Xb29vZIp9MYjUbeeecdnn32WQqFAvv7+ywvL1NRUUE4HKampuZpXz6H8QuOT2xGIkvM\ntVotJpOJdDrNu+++C8Dq6qqQk3/44Yfcvn2buro6TCYT1dXVdHR0EAqF+PGPf8z+/j6dnZ0cO3aM\nYDAo5mgmJiaIxWLs7u5SLpc5fvw4arWajz76CIPBQDgcRqPREIlE2Nra4siRIxiNRtra2ohGo0xO\nTnL37l3UajVVVVViCE5uoS4vL1NdXc3BwQEHBwfEYjF2dnYIhUI4HA5++tOfUiqVCAQCrK2tsbu7\nK4jt8r/PZrNRU1Mj6i6dnZ24XC5BVJNdBxufgKfr6uqorKxkY2OD/f19Ojo6uHbtmjBiX11d5dSp\nU2g0GtxuN9lsVhzNPvroI9LpNBcuXCAajdLY2EhlZSV9fX0ChZDP57FarXz00Uf81m/9Fna7nb6+\nPlwuF01NTWxtbXHu3LmnXjA8XIfFVuBxsfUb3/gG09PTQr5tt9sZHx/nyJEjWK1WlEol29vbDA4O\nEolEsFgs/MVf/AW//uu/TiqVIhAI0NDQQE9PDxMTE8zPzwudiTzhGolE6OzsFJO0HR0dfOc73xHn\nfkDczBUVFdy/fx+l8jF9+9ixY8TjcWpra7lz545o0crgo1gsJjCPFotFEOzVarUQknm9XnZ2doQs\nPR6Pi6zo4cOHHD9+nPX1dcrlMtXV1YKKf+vWLQYGBrBYLALgHAqF6OzsFHMxs7OzQnYvu+11d3eT\nyWTI5/PEYjFaWlqEdYbdbheZSV1dHZIkCV2L3W4nGAxSV1fH1tYWDodDHBfb29tRKpXEYjGsVqvw\nZz6MX874xje+8ekqtkqShMfjobq6mrNnz1Iul3nxxRfJ5XLCUqK+vp779+8zNjbG2toa3d3dTE5O\nEovFSKVS5PN57t+/TygU4vLly6jVan73d3+XBw8ecPLkSV5++WUmJiYolUqMjo7y8OFDnnvuOTHB\nKk/a+nw+0WaWfXD39vZob29nbm6Oc+fO0dTURG9vLwqFQuAaV1dXMRgMwnxcVqrOz88Tj8d5++23\nBRVtfn6exsZGEomEmMuZmpoiHo+j0WjENHIoFKKpqYlQKCTEc7lcjqamJjY2NoTDnlKppKKiglgs\nRqlUEnUkmXcia1ASiYSYF4pEIsRiMVZWVtjc3MTlcuH1erly5QoajQalUkm5XKayspL5+XmhpgVE\nUbiuru6pP1UP1y8+I/nE1kiMRiM6nY5UKsXk5CT7+/tYLBaGhoaIRqP88Ic/5ODgAJfLRUtLi/DY\nNRqNwGOnPoPBQFVVFdPT02xsbJBIJAiFQnR3d4saQldXF3q9nldffVV0JVQqFU6nk1wuh81mE5Dn\n1dVVqqurRTFXJqal02nS6TTz8/OcP3+ecDjMwsICHR0dNDc3s76+TqFQED4ibrebYrFILBbDZDIx\nMzOD7CEjK3FVKpVgpzY3NxMMBllcXBSGYJlMhldeeYWVlRXRMZJ/BgcHB1y4cIHl5WU6OzvJ5XIs\nLCwwOztLXV0darUav98vajd+vx9JkgQIqre3l+XlZXQ6HfPz8/z9v//3mZ6eJh6PU1FRgd1uF+bs\nJ0+eFAZLiURCbDCH8asVn9ijzR/+4R8SDAZRKpWC8yE7vJ09exaNRkMymaRUKrGxsUFHR4dwhFtf\nX+fixYvs7e0JAJJMXFteXqa/v5/vfve7vPTSS6jValG8zeVyKBQKnnnmGX7wgx9QX19Pc3Mzd+7c\nweFwCPq70+mkUCgwNzdHc3MzVVVV7OzskMlkhA/vxsYGra2tTE5O8uUvf5nZ2VnBUamsrESv1wv9\niyRJNDc3s7+/z/j4OD09PYyOjvLSSy+xvb2N2WymubkZnU7H7OwsPp9PZDxms1n47qbTaTFnU1tb\ny8TEBENDQyQSCXK5HC6XSxRRlUqlQBssLy8zNTXFyZMn2dvbo7Ozk/39fW7dukV7e7uARclughqN\nRiAcdnd3KRQKuFwumpubCYfD7O3tPe1L6DA+ZvyLf/EvPl1Hm2g0Sjqd5uTJk7z99tsA5PN5amtr\n2d/fZ21tja2tLSGBX1hY4MKFC2QyGc6cOUMwGAQej+Sn02lBRNNoNNTW1vLCCy/g9/vZ398XhVqn\n08ne3h5zc3OigHjt2jUaGhoYGhoSCIBIJILP52NzcxOn08ny8jLj4+O0tbWxtraGw+HgN37jNzCZ\nTPzBH/wB77777s8MB8qdj5WVFbxeL0ePHqWtrY36+nqamprY29tjeHiYra0twYcNBoNsbm7S3d1N\nW1sbKpWK5557jv39fXp7ezk4OMBmswn6vtPp5OjRo8KsSkYhDA8Pi6PZ9vY2t27dwuVy8Ud/9Eds\nbW2Jv/NHP/oRL7/8Mjs7O8JidG1tTbgM+nw+GhoasFqteL1evF4v169f59q1a0/tmjmMpxef2Izk\nz//8z4nH44RCITo6OkRLs6GhgVwuh9vtxu/3k0wmaW5uxmKxEI/HmZiYoK6uDpVKRX9/PxMTE+Ip\nLesnnE4nw8PDlEolbt++TUNDg5CJy5YMcvv4nXfeobm5mVgsxq/92q9x584dnnvuOdbX11GpVEiS\nhMFgIJFIiFayRqOhvr6eXC6H2WwW8zr5fJ6pqSlh52AymcjlcsImQql87DcjewQ3NTWJY9P+/j4+\nn48zZ84IlGR3d7fwN5Y5qgBarVa0qxcXFzl37hwPHz7kwYMH/N7v/R4AqVSK0dFRzp07J/Q2yWQS\ni8UiiPGpVAqlUilEbg0NDaytrZFMJslkMpRKJZLJJPX19bS1tbG6usrIyMjPZf14GE83/uiP/ujT\nlZHkcjmuXbtGVVUVP/jBY59x2d+mWCxy7949Tp48KdzlTCYT3d3dDA8Pk8vlcDgcAjNgs9no7+8n\nkUiIm29ubo5EIiGk3jqdDofDIQbOUqkUFRUVvPzyywwPD4tJWovFwsLCAjU1NdTW1hIOhzl58iRm\ns1l44cpoAYvFQjAYFHS1zc1NmpqaBAfFarXicDhoaWkBYGNjg3w+j9lspqKigmQySX9/v/D3kU3F\nJUkiHA5z69YtsdHI/NXBwUGhnbl+/br4WVVVVfGtb32L3d1dYrEYDx48YH9/X4wNJJNJhoeH0Wq1\nWCwWIQTU6/XU1dVx9+5d4Qus0+lIp9PU1dVx+fJl0SVyu93cuHHjqaszD9cvXtmq+vrXv/5z3/T/\nf8cf//Eff/3MmTOi2GkwGCiXy1itVsxmsxCK7ezs0NzcLNqWsthLNpwaGxsjGAyiUqmE543T6SST\nyVBVVUWxWKS9vZ3x8XHi8bhAM05MTOByuSiVSszOzgq2hwwyyufz4n1CoRDT09MYjUZsNhvZbFbU\nQqqrq4WEf3p6muXlZWFObrFYBAw6Go1iMpnE55SZKxsbGySTSbRaLb29vaRSKdRqNUNDQ+LzysOL\ntbW1qNVqYQVRKpWEkG93d1d4D29ubvK9732P7u5uBgYGsNlsKBQKSqUS29vbYgM7ceIEDx48YGBg\nAL/fL0zDFxYWROdGrVYTjUaFglahUOByuchkMk/5CjqMjxtXr17l61//+h//f/2+T2xGotPpREel\no6ODTCaDw+Fgfn6eg4MDurq6cDqdTE9PMzg4iN1up6qqCpVKxTPPPEO5XGZ4eFgcgXZ3d6moqCAQ\nCOB0OsVE67Vr17Db7Rw9elR0PTo7O1lbWxMbhs1mE2bmBwcH9PT08NFHH9Hf3y/k5VVVVZTLZfR6\nPVVVVYyMjHD//n3Gx8fp7u4mHA5z+fJlwXO12Wx87WtfI5vNYjKZCIfDYm7mC1/4gjhmVFZWks1m\nWVtbQ6lUEg6HuXfvHjs7Oxw/fhy73U5bWxtzc3NkMhnu3r2L0+lEkiS6urowm838o3/0j8hkMiQS\nCWpra3nmmWcEwrKyslJsvi6XC5PJhM/n43vf+57Q7sju9bW1tYL/0tfXJ+o1V65cEdqR2dnZp/5U\nPVy/+IzkE7uRyEAdnU7He++9R0tLCzs7O4yMjAhqu16v56tf/arA/gUCAdLpNNeuXSMQCHDnzh08\nHg8DAwMcHBwwNTVFLpdjdnYWjUYjdA/t7e0EAgHUajWNjY2kUikGBwcBiEQitLa2CoyA7D9z7Ngx\nlpeXcbvdLCwsiBpGKpXC4XDw7W9/G7vdLkBD8syO1WpFp9OxvLzMn/3Zn1FRUUFjYyO5XI6amhr8\nfj+3b9/G7XbjdDrRarWCDJ9KpWhubiYej+P1epEkiWAwKPQpGo2GL3/5y8LrOJlM0tXVxfe//30i\nkQh7e3tMTEzQ2NiIxWIRE9TyZra4uMjBwQFnzpzBbrfjdrupq6ujqqpK/LxUKhXT09Nsb29z//59\n3nzzTX77t39bmHIdyuN/NeMTu5HIEOZsNktTUxNqtVqIqCwWC5OTk2QyGcbGxvB4PNhsNuFXOzAw\ngNFopK6ujoaGBtLptAASffazn8XtdvO9730Pi8XC/fv3BdujpaWF3d1dsYGl02lRwP3t3/5tQTpb\nWVkBHs8DAQwPDxOJRIQbnc1mo6WlBb1eT0NDA06nE71ej8vlYn19Hb1ej9ls5g/+4A/o6+ujXC7T\n0NCARqPBYrGI2R2526RWq7l16xblchml8nHx0+1243a78Xg8NDY2YjQaiUajvP3220xPT1NbW0ux\nWGR8fJxUKsXm5qYAZLtcLrLZLD/60Y8E5DqTyYiC8PLyshgZiEajwjBsYGAAvV4vJor7+/sFbrKi\nooIHDx4wMzPz1J+qh+swIxFx4sQJVlZWRKeloqKCY8eOEQgEODg44JVXXhFP1VQqxUcffcSDBw+w\nWCxks1mi0Sg+n49bt25hNpsFhOj69es4HA6++MUv0tzcjMPhYHl5Gb1eTzAYZGxsTGhOmpqa+Nzn\nPofT6WRhYYGZmRlmZmaEmOx3fud3CAaDTE5Osra2Jtqqbrcbs9nMxsYGfX19rKyssLKywt7eHs8+\n+6zwhvnX//pfs7u7Kzx4yuUyarWaDz74AIXisZ3o1tYWCoVCHLN8Pp/4zJWVlbS0tKBSqXj11Vfp\n7e3l9ddfx+PxEA6HaWlpwe1209jYSHt7O93d3fT09HD9+nVGRkaw2+0oFArOnz9PT08PkUiE3d1d\nIXWPRCJUVVXxb//tv6WxsZFkMsnOzg4XL14km83i8/kwmUwUi0XhAyyPCBzGr1Z8Ytu/f/InfyIm\nZjc3N2ltbRVc0MrKSorForDMDIfDSJL0M6pVr9fL1tYWAwMDrKysCIc6uSAYCATEzInZbMZkMmGz\n2djf3xfow6amJlKpFBqNRqhsZTWsnK1oNBrS6TRNTU3EYjGWlpY4e/YsdrtdKFpl7kl7ezupVAqv\n10s4HCadToviptPpRKFQCOzA3t4ekUiEmpoaMpkM29vb6PV67Ha78LuRgU9nzpxhenoaj8dDPp8n\nnU6jUCjY2dnBYDAIH5pcLseRI0eEKG10dJTh4WFWVlYolUpYLBbq6+vR6XQCHSlbcITDYQ4ODrBa\nrbhcLq5evYrZbEapVFJdXS0ynUQigdVqfdqX0GF8zPgn/+SffLrav+vr6xwcHNDS0sI//sf/GKPR\nyCuvvMLBwQGjo6N4PB7hGaNWq2lra6OlpUXMkaytrXH8+HHhNnf79m0xvRuJRDhx4oQY1pNJ8xqN\nBpvNRiwWo7a2lvfffx+1Wo3L5cLn82E0GmlubhYeux6PR3xfPB4XkneFQsH8/DxKpVJoWF577TV8\nPh/j4+O89957Amkoc0gWFxcFyCiRSPCTn/wESZIEemB7e5uVlRXsdjuVlZVEIhGSySTBYJC33npL\ndHEan9iUTk5OsrOzw+uvv84LL7xAqVTiS1/6ElNTU0JU19HRATweMNze3iYUCrG5ucl3v/td1Go1\nGxsbpNNpoSmpq6ujUChQLpfp6enB4/Hwla98hdXVVW7duiW6TE97XuRw/eJnbT6xGcm//Jf/Uvis\n6HQ6TCYTWq0Wq9UqxvtzuRybm5vC17evrw+/349C8dijZW1tDYVCIZ6QyWSSqqoqcbMHg0Gy2ayY\nHwmFQhw7doza2lp2dnaYmprC6XSKTMhgMGCxWLhx44aYklUoFMzOzvLcc88Je8zp6Wm0Wq3gp5w4\ncYLZ2VkKhQI9PT381//6X2lvb6elpUV4/srWo42Njezu7tLV1cW7776L0+mkp6eH1dVVVCoV5XKZ\niooK9Ho94XBYaDhcLpcY85cni+UzrzzpLG+KW1tb2Gw2sXHJ7xkOh8XAodyW1mq1aLVaampqfsZs\n65133qGyslJ0uRQKBRqNRoj0DuOXM37/93//05WRFAoFDAYDHR0dgj9qMBj48Y9/zNzcHAB3797F\nbrcLvJ/X6yWdTmO1WllbW2NgYID29naMRiMajUZ0I9LpNJIkodVqOTg4oKmpSbjFJRIJpqensVgs\nok1rs9nwer3odDpisRgej4e+vj729/eFsfjq6ip3795lbW0Nk8mEWq0W5lT37t3D6/Wi1+u5desW\nR44cobq6mj/90z8lFosxMjKCz+fjyJEjArI8OjpKoVCgvr5eDCBqtVrS6TSBQIC9vT1xtHv48CHR\naJT6+nrBWDGZTILDKovHlpeX2d3dpa6ujqWlJaanp1EoFGSzWSKRCEtLS6jValKpFLu7uwJb0NnZ\nKY6H9+7dw+l00tfXh1ar5eLFi8RiMYrFonDde9oFw8N1WGwV8ejRIzEfUy6XmZmZIRKJ8Bu/8Rt0\nd3ejVqs5deqUOKObzWZu3rxJoVAQMyyxWExMzdpsNt555x0mJiZwOBw8evSIdDrNkSNHhPzearXS\n2dkpiOubm5tIkkR9fT3/+T//ZxYXF7ly5QpKpVLI85eXlwUNrampCUmShCtgKBSioaGBiooKrly5\nwuLiItXV1SwtLZFMJrl06RLweNNUKpVEIhHq6+vZ2tpienqa7u5u3njjDbLZLBaLRWQuSuVjPUku\nl2NycpJTp06xu7vL3Nwc2WxWGIwXCgUaGxvp7+8XM0B9fX3Mz89z+vRpmpqa+OCDD0in05TLZbq6\nunC5XOzv74v30Wg0XL9+XdRnnnnmGUZHR+nt7cXpdKJUKsVnk7O6w/jVi5/raKNQKMzAfwR6gTLw\nFWAJeANoADaA35QkKfXk9X/45DX7wNckSXrv73hf6atf/SrPP/88m5ubfPTRR3R1dVFbWwuASqUi\nmUzi9/s5duwYPp+PjY0NqqurUSgUOBwOEokESuVjMvvJkyfJ5/McHByQzWaprq4WhciVlRXMZjMu\nl4tcLsf+/r7AG5pMJuFzu7y8jNVqpaurS/j+ZjIZdnZ2sFqtot1cKpVYWVlhcnKSl19+Gbvdzuzs\nLE1NTUxPT1NdXc3w8DDvvvsuFosFn8/H2bNnefjwIV1dXaJN6/V66ejoEDep0+lka2tLmH9FIhEq\nKysJhUIolUpOnjzJvXv36O/vp7KykjfeeIPTp0+TSCSED86Tn63I0AwGA4uLi6jVaioqKlCr1UxO\nTjI4OEhzczMPHjzA7XYTj8dJJBLY7XZ0Op3QtlRVVXHjxg2am5vFMbStrQ2bzfaxr6nDeLrxta99\n7akcbf4P4G1JkrqAo8AC8M+ADyRJ6gCuAn8IoFAouoHfBLqAS8C3Ff8P1Z3bt28zOTnJ5uYmxWIR\nh8PB7u4uV69eFX66zz//PFeuXMFoNApyfGdnp3C5m5ycFLDoTCZDsVjEZrMxOjpKPB5naWkJp9PJ\n+fPngcciuOnpafr7+wXPVKfTUVdXR7FYZGRkBJvNxvT0NCsrK2JjSiaTRKNR3n//fYEzHBwc5I03\n3uDg4EAUKIvFohgO1Gq1xONxjh8/TjgcprW1FaPRiN1u59KlS6TTafL5PAA+n4+xsTEx7NfV1UU+\nn2dvb4/GxkZh3B0IBLh79y4LCwtIkiR8bAwGA6VSibt376LX61lYWBDMEL1eLzIejUbDc889h8/n\nY3Z2ljNnztDU1ER3dzcmk4mGhgYCgQA3b95Er9ej0WgEcqCzs5OTJ0+i0WieesHwcP0SFVsVCkUV\nMCFJUsv/7esLwIgkSSGFQlELXJckqVOhUPwzQJIk6ZtPXvcO8HVJku7/D95beu211zh69CgGg4HN\nzU3MZjMdHR08evQISZKEAZTRaKSmpoaZmRnhoSu3Y69evUrjE56p3J2ZmJigo6MDnU4nBu3UarVA\nGVosFvL5PEajEZ/Ph8Vi4eDggMrKStHubW1tZW5uTojm5Ke50WikUCggSRLFYlF0dFKplLCMkLki\ncobkcrmoq6tjcXFRZEKyQ978/Dw2m41oNCoKwrLIzGg0cv78eba3t1EoFBSLRaFQlWlmOzs74hgm\nZyR6vV4URGX/YVmQFggEhMeO3PIFBNhJPsLZ7XZ2dnaw2+1C1OfxeMRslFar/VjX1GE8/fjqV7/6\nC89ImoCoQqH4C4VCMa5QKP5PhUJRCTglSQoBSJIUBBxPXu8BfH/r+7effO3vDIPBIJzoSqUSH3zw\nAceOHUOhUKBUPgbzvP/++0SjUZRKpYAJyXMvskucyWSivb2dz33uc1y4cIGuri68Xq+grg0PDxON\nRsWsTV1d3eMfjlJJfX09hUJBOP0ZjUZWV1dxOBz83u/9HkqlUlhg7Ozs0N3dzcHBgWhPGwwGPB6P\nKFDu7u6KguzCwgJ37txha2tLZFblcplQKMS1a9dobGxkdnZWoBLL5TI3btxAr9dz8eJFfvCDH7C5\nucnBwQG5XI5Lly7hdDoxm80MDg6yt7dHZWUljU/8fBsbG1lcXCQWi5FIJFCpVALg3NzczMWLFwXA\nKR6P09jYKDYV+ffR2dkpNqC5uTnhFyT/7DY2Nn6OS+owflnj58lIBoB7wJAkSaMKheJ/BzLA/yZJ\nku1vvS4mSZJdoVD8GXBXkqTvPvn6f+TxsegH/4P3lk6fPo3b7SadTlNTU0Nra6uYRZGndhcWFqir\nq8Nut7O2tobBYBBPzf39fWw2mxCqra6ukslk6Orqor6+XtQTJiYmeO211/j3//7fc/nyZRQKhbg5\n5U2kVCqRyWTEvElfXx/xeBydTkepVMLn89HZ2UmpVBKdFpnoplAo0Ol0FItFampqyOVywGMkQjwe\nx+12c//+fY4cOSII8G1tbSSTSYE0aGlp4f79++h0Os6ePcv6+jrpdJqqqiphASoT66uqqrh9+zZn\nzpzh4cOHnD59Wnj7yHWOfD5PU1MTfr8flUolJodlZW25XGZnZwefz8fx48epqalhYWGBbDZLJpMR\nlH556M/hcBAIBEgmk1itVrHxHMYnP5aWllheXhZ/fvvtt3/hGYkf8EmSNPrkz98HjgMhhULhBHhy\ntAk/+f/bQP3f+v66J1/7H8aJEyd48cUXee2112hpacHpdJJMJmltbcXtdpPP59nefvztJpOJ0dFR\nVlZWUCqVov35wQcfMD8/Ly7u1tZWyuUyGxsb4ggiSRLXr1+nq6uLQqEglKUyNrCiooJoNEpLSwst\nLS1YrVZsNhvV1dUkk0k2Njbo6elBq9Xy1ltvsbi4KAhucu2mpqYGr9dLZWWlgAbV1NSgUqmYn58X\nMzzBYBCXy8Xo6CgGg4Hq6mphw3HixAk6OjoYHx8XHZJCoYDVaiWXy9HQ0MDKygo2m43Lly8TiUQ4\nduwYMzMz+Hw+qqqqxOCgy+UiFApx6tQpgsEgGxsbpFIpcUx69OgRFosFj8eDyWTi+vXrooaSTqeZ\nmZnh7NmzQti2tLRELpdjZ2eHmzdvPvVz/uH6f786Ojr47Gc/K9bHjY+9kTw5vvgUCkX7ky9dAGaB\nHwP/y5OvfRn40ZP//jHweYVCoVEoFE1AK/Dg73r/hoYGASbu6Ojg+vXrtLS0MD4+Liwmu7q6qKqq\nYnV1FYVCwec//3nxxJSngQcHB/H5fBgMBjKZDPF4nHg8zsmTJ0kmkwwODpLL5SgWi4TDYfx+P36/\nn1wuJ+omvb29rKyssLCwgMPhQK1Wi+6JbCBuNBr55je/SWtr68/I4QuFAg8fPhSfWXbGk2n4p06d\norGxEYDa2lomJycF2yQSiXD69Gm+9KUvsbe3h16vF5gCheIxQ0TOduQuTDweZ319HbVazenTp0UN\nRj7GNTU1CU+beDxOV1eX2FBTqRTpdFooXmWzL5VKhVqtJpfLMTAwILAHfr8fq9UqEAgej4empqan\nfnMcro+/Pm78vO3fozxu/1YAa8DvACrgr3mcfWzyuP2bfPL6PwT+V6DE/6T9+61vfUsIzSYnJ3n+\n+ecF0GhzcxO73S7S9Hg8LsRf6XQavV5PMpnE5XJRLpeF3WU6ncbr9WK327l69Tw3ZwMAACAASURB\nVCpWq1UAmysqKoTC02azkU6nRUExnU6jVqupra3FYrGQy+UIh8NsbW0JVefe3h7r6+sMDAzgdrtZ\nXFwUOpVwOCzMqrRaLRUVFcLKAh7bk1ZUVPA3f/M3dHZ2CkVpKBTi1Vdf5e7du2LeR76pC4WCAEdf\nvnxZIBBlFokkSYLidv/+faqqqvD7/QAMDQ0RCoXIZDIEg0HRvrVarWi1WiYmJtBqtWxvb9PZ2Uky\nmRSbSkVFBW63G3g8xrC/v4/D4UCj0YhOVn9//8e+pg7j6cY//If/8Bff/pUk6ZEkSSclSTomSdKr\nkiSlJEmKS5L0vCRJHZIkvShvIk9e/yeSJLVKktT1d20icjgcDpFGv/TSSywtLQlDa9kmEh5fzA6H\ng7t375JKpVCpVKKGYjabyefzvP/++4TDYSwWCysrK2xtbTE0NIRWq+XXfu3XSCQSdHR0kM/nyWQy\nPPvss6RSKU6ePEmhUBB6FfmIs7m5Sblc5tixY+zs7HDt2jV8Pp+gjAFsbm7S2NgoEIUKhYK5uTkc\nDoc4SuTzeRYWFnj33Xe5evUqJ06cwGw2c/HiRdra2vB6vWxvbwtL0VQqhcvlYnp6GrVazWuvvUZz\nczNra2sCDF0qlTh16hQ7Ozvcv3+fQCBAe3s7Op2Ocrks0tmZmRni8Thf/OIXuXv3Ll6vl1u3brG2\ntkZrayujo6OMjIywtraGSqUilUoJTMPGxgZ/+Zd/idvtJpfLoVQqRYa4tLT01NWZh+sXr2z9xM7a\nvP7665w/f561tTUsFgt6vR6/34/FYgEe36hVVVXk83mqqqqoqqpib28Pu93O6uoqFRUVgoK2sbGB\nw+FAkiQODg4Ih8OcOnWK2dlZYbmZSCTQ6/W0tbUxMzNDoVAQlpgWi0X4zcgs1gcPHgjDcJn0XigU\niEajAg0pe+RoNBoaGxtRKB7PAI2NjaFSqbhw4QLz8/MoFI+nbGUq2vDwMPF4nJWVFUwmk5g4lj1r\nVlZWhJzf5XLhdru5d+8eXV1d7O3todFokCSJQqHA6uoqFouFTCZDMpmksbFRzOhkMhlxTGtvb2d7\ne5tyuSyQALFYTEwNOxwO0d5VqVRkMhksFosYPJSHKWtqaujt7X3KV9BhfNz43d/93U/XrM1XvvIV\n9vf3yeVyTE1NiXRdZqDKF7Y8gDY9PS3k77L3yt+uRXg8HqFAfeWVV9je3mZ/f19I8GVPX4VCwenT\np5mfnxfAoXA4LPxvNzY2CAaDDA0N0dLSInCIRqORWCwmfGuWl5fJ5XJsb29TLBYpl8vEYjHu3r0r\nJpVjsRjRaFSAjk6cOIHJZOKdd96hoqICpVJJJpPhhRdeYHZ2Fo/HI8ys7HY7ZrOZu3fvir93bGwM\nt9st4EOZTAadTifMwAYHBykWi7z44otEo1Gh/VCpVNy+fZtIJCKsJpaWlshms8IpcG9vT9h9bm9v\nMzY2ht/vp6urS0CrZcTD0z7nH65ffI3kE+u0Nzr6uBmk1WopFAr4fD6Ghoa4efMmVquVUqmESqWi\nvb0dlUolSOg+n08ItwqFAsVikRdeeIGVlRVhSP7WW2/x4osvMjMzQ6lUwmq1kkwmMRgMBINBQVKb\nmJgQN+Ds7CydnZ34/X62t7dJJBKcPn2aa9eusbm5icPhQKlUYjAY6O3t5eHDhzQ3N1MqlVAoHk8a\n19bWihrH/Py8gFRvb2/j8XjE8Fsul2N3dxeFQoHdbheZTzweR6FQUC6XRUv68uXLKJVKVlZWuHTp\nEslkkrW1NTo6Oshms3R1dZHJZJibmxNDfLKTn4xWkMHYMntE/ixNTU1CJ6PX63nrrbcEjjKZTLK/\nv89bb73F+fPnxdyNXKM5jF+t+MRmJLKm4eDggFKpRLFYZHt7m2g0SiwWEzMmsqubrMm4c+cOPp+P\niooKdnZ2qK2tZXt7m7q6OiorK7FYLPT29vLtb38bs9nMT37yE3K5HPPz87z00kvk83kBRRoZGeH4\n8eOsra2JVqnRaKSiooK9vT2uXr1KOp3G5XJhs9lYXl7G5/Nx584dTp8+jd/vJ5PJsL6+jtPpRKfT\n4fV6hXlXe3s7e3t7xGIxQWiTYdMTExPCKTAQCOByuXjzzTeFj06pVOLMmTOk02nef/99Ua+Yn5+n\ntraWqakpqqqq8Pl85HI5dDodbrdbTA673W4xzyNL7YvFIufOnSMWi1FZWUmpVMLv9/Phhx9y/fp1\nmpub6e7u5tGjRzQ2NnLkyBG+8IUvUC6XmZycZGlpidnZ2af+VD1cv/iM5BO7kSQSCQqFgnCMMxgM\nNDU10dPTI87wMgt1enqafD6P2+3G5XKxtLREPB6npqZGdBDUajXT09MEAgEWFxf57Gc/Szwep76+\nnoODA4aGhnj06BGBQICdnR3Onz/Po0ePxCYUjUZJpVLodDoAgsEg+/v72O12BgYGiEQiYiZHtoSo\nq6vDZrPR29uLz+ejXC4zPz/PxsaG2CTC4TBnzpzB7/cLi1LZLVA2CJMkiZWVFZqamsTckdFoZGJi\nQszM1NfX8+DBA7a2tpiYmAAQnSrZOiOVStHS0kJ1dTWpVIr29nbhXwxw9uxZRkdHxdHov//3/040\nGmVoaEhocfx+P2azmQcPHgjcgDyyoFAoRGZyuH4518eNT2yx9e/9vb/Hc889RzQaJRqNYjabiUaj\ntLa2/ox1ZiAQEGSzQCAg6g7nzp3j1q1bWCwWwuEwXV1dwtpThii7XC4KhYKQ0G9tbZHP50kkEoJ2\nVl1djclkIhQKsba2RnNzMx6Ph0QigVqtFl4xFosFm82G0WiksbGRq1ev0t3dTTKZFN64V69e5Td/\n8zeZmZmhurqampoaPvroI9ra2qisrESlUglD8crKSioqKrhx44ao2XR2drK3t8eRI0e4efOmYJHI\nAOiKigpKpZKgy2s0GtRqNf39/SwtLSFJEvPz87hcLoF5dDqdAhs5NDQk6iMNDQ1YLBZCoRCFQkG0\n1E0mE3t7e8IU/XOf+xy3bt0in8/T19fHo0ePOHny5NO+hA7jY8aXv/zlT1exdWRkhDfeeINAIMD9\n+/eprKykvb0dSZJYXV1lYmKCXC6HJEnCZkKj0dDV1SWGxuSahwwSWlxcpLOzU3RoJEliYmICnU7H\n3bt3UalU6HQ6amtrBZckHo8zPz8vzLhUKhVLS0vis2xsbHD69GnOnj1LJBIRN+v58+dJp9PMzc2J\njlJXVxfXr19nfn6eQqGAw+GgVCqxvLyM2WwWICGVSgXA2NiYELb19vaSTCZ55plniMfjOBwOxsfH\n6e/vp6urS2QyarWayspKCoUCOzs7mEwmxsfHCQaD1NTU8Ou//utsbGyQzWYxm814PB66u7vp6OjA\n7/cTjUZF0ffBgwccO3ZMuO0dO3aMS5cuUSqV6Ovro7+/n7/6q7+ivr5eaFZ0Ot1TT88P1y/+aPOJ\nzUi++c1vCom6TAfz+/2i7dnS0sL29jb19fVsbm6SyWRwu93iKWo0GtHpdMJuQa/XUyqVhBCrra0N\ng8GASqViY2MDu91OLBbj6NGjxGIxFAqFmKbVarVoNBoymQyRSASPxyNumJWVFeH7G4/HaWpqQqfT\niRkfjUZDPp/HbrcTiUQEnT6XyxEKhQTK0eFwCN6IbC26urqKyWRid3eXUqlEa2srJpOJzc1N0YoF\nxKah0Wjo7e0VQjG9Xi/+DkmSyGazuN1upqenOXHihAAvTUxM0NbWxt7enqgPlUolgsEgkiRx4sQJ\nFhYWuHXrFq+88goKhUJspt3d3czNzZHP56murqZUKuFwOP4nv+HD+KTGl770pU9XRrK5uYnb7Rb1\nALmw+txzz2G322ltbRWj+gqFQtQf8vm8aEXK+g/ZL0aerJWPAX9bLm82m2lqauKv/uqvaGpqwufz\n4Xa7sdlsoo4yNTVFc3Mzu7u75HI5EokERqNRTNbK2ozNzU1aWlowGo3o9XoGBgZYXV1leHgYr9fL\nzs4O09PTdHR00NTUxJEjR9ja2qKlpYXV1VXh53Ps2DExKSzzWFZXVwUmYXZ2FoCDgwMuXbqEVqsV\nTxZZrfvKK68Qi8Uol8u8+uqr5PN5Ojs7uXv3Li6XS2yYExMTNDQ08N577wn2yfr6Op2dnYyPj3P+\n/HlGRkbY29vj4OCAcrlMJBLhhz/8IQ8fPkSlUgnF72H86sUntv3r9XpRKBQEAgE2NjZoaGjA6/WK\nIuUPfvADmpqahKmV0+nEYrFgt9vxeDz4fD52dnaIxWLY7XbhRifbRDQ+cbez2+0olY8xh+l0mkuX\nLvHhhx9y9OhRZmdnBRIgl8vh8XhQKpXCCkImx8vMFHkDsdlsFItFFhYW6O/vZ3p6mvPnzzM7O4tO\np0OpVPLyyy8zPT3N0tISNTU1orX80ksvMT8/z6lTp/hv/+2/YTAYaG9vZ3R0FIVCQVNTE3t7e+zt\n7VFTU0OpVKK2tpaNjQ1cLhcPHjzg2WefpVgsMj09TSwWQ6fTcfToUd544w1aWlqE8ZZsOaFUKnnl\nlVfI5/M8//zz3L59m2w2S3t7O1NTU6jVasGQlTfFvr4+XC4XV65cobm5mb29PcxmM8ePHxeq48P4\n1YlPbEYiHyEMBgM9PT10dnaytLTEe++9J7xrrVYr9+7dE4N73//+95mbm0OlUlEoFEin0/T09BAO\nh4nFYqytrdHY2Ehzc7PwxjEYDIyNjdHQ0CBI7C6Xi/HxcRoaGgRWcGtrC6/Xyw9/+EOqqqro6+uj\nqqqKz3zmM0LL0d3dTT6fJxQKCWvMU6dOUVdXJ6ZjHz58iNVq5f79+2LDMZlMTE5OkkgkuHHjBq2t\nrdy+fZu+vj56e3vZ3t7GZDJhNpvZ3NykpqZGAJxkncra2hoHBwd4vV6uX7/O2tqa0IbU1tYKPsvC\nwoL43CqVSmxis7Oz3L59WxRhe3p6cDgchEIhYbjV1NQkxHn19fVMTk7S2dmJyWSiqqoKvV7P0tLS\nUz/nH67DGgnwuEby8ssvMzIygsfjIRAI4PV62dzcJJFIYLFYSCQSwnhKp9MJbKHBYGB5eZnl5WVa\nWlqw2+3s7u6SzWYplUp84Qtf4L/8l/8CIKZgi8UiPp+PxsZGoRb1er3s7u7S2dnJrVu3OH/+PIuL\ni0LJqtVqSSQSHBwcoNFoBPl9d3eX3/qt3+LHP/4xtbW1FAoFKisr2dvbo7m5maWlJV544QVSqRSh\nUIhSqcT4+DiXL18WYrvjx48L8PSdO3d4+eWXyWazQlBWKBSoqqpid3eXVCol6PM+n48LFy6wsrJC\nuVxGp9ORzWbx+/1CCex2uxkdHeXMmTPiWJhOp2ltbSWbzWI0Gnn06BEVFRWkUimOHj2Kx+Ph3/27\nf8fw8DBLS0vCwc9gMPAf/sN/oK+vTzB1t7e3Dw2yfonj85///MeqkXxiN5I///M/J5VKsba2xtDQ\nEFNTU+zv71NdXY3RaKSyspJcLkdtbS1vvvkmp06dYnV1VcjR5Se51WolFApRV1dHLBajra2NQCAg\niqV2u13YXzY1NbG6usr29jZdXV1Eo1HBTZVvXJvNJoqg1dXV1NXVEQwGCYVC4mgk4yCrq6vJ5XI8\nevSI2tpaHA4HtbW1+Hw+4WYXi8WoqanBZrOJuo1Wq8VsNhMOhzEajQIgZDQamZ+fp729nffee4/6\n+nry+Tx6vZ6mpiasVitbW1vodDqSySThcJju7m6CwSAqlYpIJILRaBQzSH6/n7q6OlZXV+no6BAw\nbJvNxvnz5/npT3/KzMyMOK7In6+6uhqtViuUuHImpFAo2NjY4NSpU0/5CjqMjxuvv/76p6vYGg6H\nKRQKdHV1odPp0Ov1FAoFlpaWiEajfOc732FsbIyNjQ2effZZVCqV8Ad+5ZVXSCQSpFIp0bHY2dnh\nzp074oa8fv06S0tL/M3f/A3Nzc28/fbb/PVf/7U4tshj/BcuXKChoYGTJ0+KDebSpUv09PRgtVoF\nId5oNOL1elleXubBgwd4PB6uXLkibEM7Ojqora1lZWWFvr4+QUwbHBwU+IL29nbq6+tFzeHg4ACA\nbDbL6uoqb731FnV1dVy5cgWv18vZs2fxeDxsbGxw69YtotEoNTU1jI6OMj09DTyGPt24cYPKykoM\nBoNg0crdnO7ubrRaLUajkc3NTYaHhwkEAvzpn/4pkUiEZ555Bo1GQ7lcZnl5GZvNhsPh4MaNG6JA\nLW98gUAAi8Xy1NPzw3V4tAEeZyT/9J/+U+rr64VVZiwWw+FwkM1m0Wg01NTUAAhuBiC6GbJNhFyg\nnZycRKlUikLn6uoqarVa8Eyi0Sj9/f1cu3ZN2FsMDAwwOjqKy+WioqICq9UqrD79fj9bW1vU19fj\ndDr58MMPuXjxIrOzs6LI2tvby9TUFIODg4RCIfR6PcViUaAQZPdAee6lsbGRlZUVWlpa8Pv9KJVK\nJEliaWmJ1tZWpqam0Ov1dHd3EwgEaGhoECyW9vZ20RXK5XKsr68Ti8VwuVw0NjYKkV4ul6O7u5u9\nvT3K5TLXr1/nmWeeoVwus7a2RjabZXd3l+rqao4fP876+jpKpVLI6Pf29oT/cUNDgzBcP3LkCMVi\nUWhZ2tranublcxg/R7z22mufvoxEdncbGxvDZDLhdDpFITIYDLK1tcXy8jLNzc0oFApaW1uZmJig\nubmZlpYW3nnnHYLBILFYjEAgwMzMDKOjo1gsFoFAlNus29vbND7xzR0YGCAWi+H1etFoNBiNRqEp\n+eCDD5ibmxPUtHA4jNVq5erVq+JIcOrUKaqqqgRFraenh3Q6jdFoxOVyEQwGBVBJ1lysra0JErzB\nYOD06dNiBqerq0t49cRiMfb391laWqKvr4+6ujoymQw2m435+XlmZ2fZ3Nykvb1d2Is6HA48Hg9T\nU1MsLy9TKBTI5/P8g3/wD3j06JEwX5dxlH19fSQSCZxOJ5WVlayvr+P3+xkaGhKYyytXrvDMM8/Q\n+ARLEI/HiUajhxnJL/n6uPGJzUh+//d/Xxxttre3aWlpYWlpSWgz5PH4/f19VCoVKpUKl8tFfX09\n/+k//ScsFgupVIr+/n6h9pQH4Bqf+OvKA39WqxVJklCpVITDYcbHxxkZGRHFVLvdLtL2YDBIfX09\nkiQRi8WwWq3s7+9TLpcFpU2n0zE7O8vGxgYvvPCC0HGcOHGCjY0NkRnJ9hRyO3Vra4tQKPQzdQ+5\nZqJSqUQR8+7du7S2trK4uEhvby96vZ4TJ05w+/ZtAHZ3d6mpqWFvbw+FQkEul8NsNgt1r0ajoa6u\njoODAxKJhBDByUzZ7e1tzGaz+HfJmMa1tTUh8quqqhJ0tXA4TDabxeVyYbFYqK+v/zt/t4fxyY5X\nX33105WRKBQK2tvbGRsbE/Ryr9dLJBIhFArx3nvvUV1dTW1tragVOBwOIpEIL774Io2NjYyMjGCx\nWFhaWsLr9QpbShlutLW1RVdXFwsLCwSDQdbX13G73TidTjFzcuLECaLRKEePHkWlUqFUKolGo5RK\nJeLxOJIkoVarefbZZ8XTWJ5EHhgYEET7g4MDZmdnkSRJtFXL5TLr6+u4XC7RKZFtQ8+dOye0Ilqt\nVgzI+Xw+2tvbKZVKNDQ0kM1m+fDDD/nggw/E/29ra+PBgwckk0lRCHU4HOTzeTFfs7Ozw4kTJwAI\nhUKMj49TU1ODQvHYqTAajRIOh7l37x75fF5I+k0mE36/n5mZGQYGBsTMUmVlJZIkUVtb+9Sfqofr\nMCMBHmck3/jGN4hGo3R0dFAsFrl37x6d/xd7bxoc2X2e9/5OrwB6b6C70dj3fZnBYDAYYvYZiiIp\nUaIsMbQU27dyHadUsuI45ao4qaSuvtjJrcp1XLdUdjl2UrEt0ZQtmeLizAxnSA4JzHAwAAf7jkYD\nDXSjAXSjG73vfT8Mz7+kW0k+DCsaksJbdYpLYTDbOaff//s+z/Pr6KCkpISpqSn6+vrwer1cuHCB\nv/qrv+LKlSuYzWYmJydF15DNZiktLcXj8QgaXDKZRKvVMjs7K14Sw8PDzM/PYzKZ8Pv9tLS0sLm5\nSSQS4eTJk9y5c4cvfvGLAjGhVCpxOBzAI9etRqNhdXWVfD6PQqHA7XYzPDxMPB4XTmW32y2OY9/+\n9reZnZ0VAUhut1sMPeXBZigUwmg0curUKWZmZtDr9aytrXHq1Cmy2awAocs5KgqFQuhNLBYLhUKB\nw8NDDAaDAHzLUYlHR0eo1WqcTid2u52FhQW++c1vcuvWLba2tmhpaaGuro5UKiVsCpubm5jNZpRK\nJbFYjOrqavb29lhdXcVqtf5cKv43v/nNJ3wHHdfj1osvvvj5Wv/+h//wH/jggw9oaGigtraW/v5+\nJiYmkKRHIUGNjY3s7u7S3PwI9Le5uSmQEkqlkkgkwtLSEhUVFVRVVbG8vMzR0RFnzpxhaWmJixcv\niod5ZGSEiYkJHj58SE1Nzc/xZnp7e+nu7haMW4vFgs/nE4I3GY4ViUQIh8McHh4K+p5GoxGr14sX\nL/Lhhx/S3d1NRUUFN2/e5OLFi0xOTgo86MmTJ9nc3ESj0TA2NsbJkycF49jhcIhjlLx6ra6u5qOP\nPqKmpkbMTKqrq1lYWGBkZITR0VEBWE8mk2xvb5PP56msrCQcDqPRaASLJp/PCz2JnOYmIzuSySSS\nJFFVVUWhUCASidDQ0MDR0REKhYKZmRmee+45kZ9bV1f3hO+g43rc+spXvvL5OtpoNBoGBwfp7+9n\nZWUFj8dDJpOhpqaGoaEhJiYmRDK6Tqdjc3NT0N/u3btHaWkpDQ0NtLW1MT09TaFQoKmpSWATtre3\nuXv3LlarldHRUfHy2NnZETL3S5cuUVFRQS6Xw2KxMDg4SCQSESFBVquVXC6HRqOhv78fq9UqxGm1\ntbWCtvelL31JdEU1NTV8+OGH7OzsCGBVWVkZNpuNV155Bb1eTywW43d/93dxuVzMz88LWb7f7yeV\nSgkOjsViobS0lKamJi5duiTUuC6Xi3w+TzKZ5O7du4yPj+P3+2ltbSUajdLR0YFGo6G2tlboW+Tc\n1nQ6LZg8iURCHLPMZjPT09MolUqam5tJp9NCJ2M2m7l165ZIsj+uX7761HYk3/nOdzCZTJSUlIiN\nhLwylel7FouFzc1N1Go1JpMJo9HIwsKCCDvW6/VCX6LX6wVtTqfTUVlZydLSEi0tLeK4k81mCQQC\nAPT29qLX63njjTew2Ww0NzejUDyCby0vL3PlyhVcLhfFYpGtrS3q6uq4evUq4+PjIuJRp9Oxs7Mj\nmDN2ux2Xy4VSqcTv9zMwMCDS0pxOJ9lslvn5eZHpurKyQl1dHVqtlrm5OVpaWvB4PHi9Xr74xS+y\ntrYmuDYGg4He3l7m5uYIhUKCbazRaPD5fFRVVQn8RTabpaamhnQ6jdFoFK5jmaezu7uLxWIhFAph\nt9vZ2Nigr6+Pubk5LBaLULwuLi6KQbVarWZubg6TycS1a9ee2L1zXJ+svvzlL3++OhKn08nS0hLx\neJyJiQmSySTNzc1C6ZpIJNjZ2WF/f5+NjQ3xEMqfrJIkYTQaAQgGg9y/f18cPcxmMwrFoyxSeATj\n2tra4vDwkEKhwNDQEC6Xi52dHREaJGfH9vX10dfXx/LyMpIkEQqFaGtrY3d3l7GxMebm5igpKcHv\n9yNJElarlebmZi5cuMDc3Bz9/f3s7+8zODiIJD3Cg54/f15oTcxmM4ODg/zN3/wNw8PDGI1GlpeX\nsdlslJeX09nZSSwWo6qqips3b4q1tN1u5w//8A9paGgQiAu/38/t27fFujebzeLxeOjv76eiokJ0\naDU1NdTU1OD1enG73WxtbZFKpejv70ev16NSqX7u2AaIcKa5uTlSqRR+v5/Tp08f57X+ktantiP5\noz/6IwqFAuFwmHg8LsBXchJZe3s7f/qnfyqOGzabjYcPH4rEdRnUtLS0hM1mY2VlhVOnTpFMJikW\ni8IxvLKyQnl5OZIkMT09zalTp9jd3RUeGlkZK0kSU1NTZDIZuru7xSd5eXk5Wq2Wg4MDotEo8CiU\nKRqN4vP5UKlUlJaWotPpRA7r888/z+zsLAaDAYVCQSKRoK+vj+npaSoqKkilUjQ3N3P//n3Ky8sF\nD3htbY3+/n6Ojo6wWq1MTExQVlYm1q3xeBylUklFRQULCwt86UtfYmJiArVaTWtrKx9++KE4rshZ\nLoAQ8JlMJvL5PDabjQ8//JDa2loaGxtZWVnBbrfz1ltv0dvby/PPP8/KygoKhYLV1VUBbZe3XV/+\n8pef2L1zXJ+snn/++c/XsPWHP/whe3t7JBIJBgYGeP311+no6ECtVuNyuYTCVFaL7uzsiKwReTUq\n/3ilUsn29jYmk4mRkRH29vZQqVS4XC7Onj0rWv6VlRW6urpoaWnB5XKJ7yGvbs+ePQsghreyxkTO\nP5G5N+Pj4xSLRS5cuMDCwgIKhULQ++TU+BdeeAG/308sFhOJZplMhtraWmZnZ7Hb7eKItre3R1NT\nE7lcjuXlZaqrq8VA1GKxCCTn9PS00IfIYUTr6+uk02nUajWDg4Ps7+9TKBREELaM+ohEIvT09JDL\n5QgEAuKl0NjYSF1dHXNzc1RXV9PU1MT09LSAdsmmSa1WS0lJCbW1taLTO67PXj377LOfr6ON2+0m\nkUiQz+dF4HAmk6Gvr4/BwUEmJyfZ2NgQ/BZ5UyLb7e/evcuNGzeora1lb29PCNvW19eJxWJsbW0J\nRarP56O2thaLxSLEbaurq2SzWWFwu3jxIsFgUDBdampqODg4EDGGkUhErIX/xb/4F5w4cUIkkJ0+\nfVrgMHU6HeXl5SwuLuL1epEDreWEs6WlJTKZDKFQiEwmQzQapbKykrW1NbxeL9/61reorKxkZ2eH\nuro6IpEIFRUV7O3tUVdXR39/v9DJbG5usrS0xK/8yq8wMjJCJBIhFApRVVWFRqMRA9/29na0Wi2L\ni4sMDg7S1tbG4eEhdXV1uFwuZmZmBOFQngvJ2bny1gygurqa3d3dJ3jXwPI0pgAAIABJREFUHNeT\nqk9tR/K9732PlpYWVldXhRZEbqEbGxuZnZ0VgdCyf+RnoU8HBweijZdDi6urq0VLLieVyb6RtbU1\njEYjWq325xK1Dw8PUalU7OzsUFVVJRLD5EwOOY4wkUgID41M3ZMkCYPBwOrqKg6HA0l6xAiWYw2v\nX7/O+fPn6enpYWNjg1QqhVarZWNjA6vVKkBYfr8fs9ksFLdut1vkscjQsL29PQYHB8XLTavV8vzz\nz+Nyubhx4wZtbW0CBnbx4kXGxsYoKysjHo+zsbGByWQSv6etrS1yuRzFYpG6ujpWV1dRKpWcP3+e\neDyO2+2mr69PiPhSqRStra3s7+8TCoV46aWXnvAddFyPW88888znqyM5ODggmUwK+FVpaSk+n4/K\nykr29vaw2+0cHR3x1a9+FYPBIDJK5VT48+fP09bWhs/nw+PxsLu7y9bWlkBBPHjwAK/XKxLcnU4n\nPp+Py5cvs7Ozw5kzZ/B4PDz11FOk02l0Oh0Oh4O33nqLqakpstksWq2WiYkJXnzxRaLRKOl0moWF\nBSwWi5Dfr62tUSgUCAQCbG1tIUkSa2trItns4cOH/MVf/AWjo6PAo+OVnK2azWaZm5sTRrinn35a\nbHk8Hg+JRILp6Wnh5t3e3qaiooKenh7MZrNw646MjKBUKsUa90c/+hH379+nsbFRYCnkGIGxsTGB\nQz06OhIZK4ODg7hcLg4PDwF4+PAha2trAOj1en7wgx+gUCjEMPa4frnqU9uR/N7v/R6FQoF0Oi1Y\nMnKqmWwmy2azrK+vU1paikKhoKOjg9u3b/PMM88IlKc8lJSZvbLtf29vj4qKCuLxuHC9tra2EgwG\nyefz4pNepVKRzWYFVmJoaEiERYfDYXp7e4V+IhQKcebMGQH0Ki0txel04vF4hDpUVpfu7u7S3t6O\n2+3GYDAAj9g7sh0/FApRXV3NgwcPcDgcDAwMkEqlODw8pKWlhYmJCbq7u8lms8RiMZRKJYVCgY8+\n+ojm5mYKhQL9/f0EAgFisRg6nY5MJsPm5ibNzc2YTCbu37/PiRMniEQiAodhMBiYmJhgcHCQmZkZ\nmpqaSCaTFAoFMpmM0LKUl5fT3NzM5OQkVVVVvPbaazz77LM0NDTQ2dn5JG+f4/oE9fTTT3++OpJC\noUBLSwvl5eXs7Oxgs9kwmUzYbDa8Xi8TExP4/X4GBwd58OABCoVC6B9kEt8HH3wg4gNnZ2cJhULE\nYjF2dnbY2toin89zcHAgNCDvvfceJpNJvIBkkVpnZ6dIavvZLUVLSwtutxutVivUnsVikbfffpuZ\nmRlyuRzJZJLx8XEWFxcFYNtutxOJRPj+97/PyMgIfX194ugTDoeJxWLCPVxdXS0g6W63G71eL2IY\nHzx4QEVFheiWtFot9fX1qFQqtFotr7zyCplMRsQeyNEKqVSKjY0NamtrMZvNwj/j9/v54IMPRHRC\nNptlfHycWCwmLADyal3WsMh/RxcuXCAYDJLNZp845On4OgZkAY86kn/8j/+xyBVdX18nn89z+fJl\ntre3ef/99wkGg1y5cgWHw8HMzIwYAp45c4aFhQWsVis1NTWCdQtgtVp5+PAhFRUVPP300ywuLopI\nwWw2y8HBAQ6HA71eL2YjPp+P8vJytra2RFcgy8pNJpOw9tfV1VFWVsbS0pLAcur1evR6vbD5u91u\nenp6uHv3Ls8//zz37t2jUCgI6Hl7eztra2tIksTBwQFarVaQ9TKZDJIkie5AlrqHQiFOnz7N+Pg4\n+XyepqYmIZCLxWKEQiF2dnbo6+tjYmICrVZLZWUlKpUKSZJob29ndXWVcDgsAqTMZjNLS0uUl5cD\niNS5dDpNKBSitrZWzK7kjmZzc5Oamhri8Thf+cpXnuTtc1yfoK5evfr5Wv9+//vfFyHH8qejHMQc\nj8cFTc5qtQoMg0qlwul0olQq0el0uN1uHj58SGVlJZlMhrKyMs6dO8fbb79NIpGgsbERk8kksk81\nGo1QeXZ2dmIwGNjY2GBwcJD5+XmKxaI4Vk1OTlJfXy/iBxUKhXjwZcCVRqNhcXGRpqYm1tfXuXLl\nCq+//jr/6B/9I/78z/8crVYraH9dXV3s7u6i0+lE4LWMiZC3JEtLS7hcLr785S8TDAYZGxujvLxc\niOh8Ph+9vb0EAgEkSRJalhMnTuB2uzl9+jS3bt2it7dXhFGn02nsdjuXL1/m9u3b1NXV8fDhQ5xO\nJ+3t7ZSVlfHOO++g1+tZWFigp6dH8Iq7u7sxGAwcHh4KC4Ccc3Jcn826fPny5+tos7KywtbWFlqt\nlkKhgN1u54033hBEPYDOzk7hgFWr1RiNRorFIiUlJfzgBz/Abrfz4osvkkwmqayspKqqilu3bpHJ\nZKioqKCrq4toNIpCoRBh0RqNhr6+PiHPt9ls/PjHP2Z9fR2lUokkSXg8Hurr67lx4waJRAJABBJJ\n0iOmTCgUwmAwIEmPYgWMRiOHh4e88MILJJNJRkZG0Ol0fPWrX6W2tpbS0lIqKyvR6XRiPjE3N0eh\nUKCtrY2hoSEuXrzI1772NTweD01NTdTV1XHixAmGhobw+/2k02kSiQQLCwskEglisRiXL18WOS6b\nm5ssLy8jQ7zKyso4deoUNpuN7e1t0uk0+/v74ufzeDzCchAOh8nlcjx48ACbzcalj31Im5ubImLg\n5MmTx+vfX9L61L5IHA4HGxsbuN1u6urqeOutt/gn/+SfiA1NS0uLYAHLWanBYBCF4lGUYk9PD//l\nv/wXtra2SCaTTE1NEYvFaGlpEZ6SsbEx1tfXsVgswnvT2NjIzMwM+Xyera0tIQbr7+8XHUs2m+XN\nN9/kG9/4Bh6Ph0gkIo49shdIVs+aTCaqqqqEdP3w8JBQKAQ8Yvf8wz/8A3V1dayvr6PX6ykWi4yP\nj6NUKmltbcVsNuP1evnjP/5jdnd3hWTd7/dTUVGBSqUSsvdUKkUoFBJhR3JHsra2hkqlQqlUMjQ0\nxMLCArlcDkmSBMHw9ddfF/EEMq8nkUgQDAZJJpPU19fz67/+67S2ttLW1ibcz2fPnhUzFTkc6Umf\n84+vX/yM5FP7IpEpdLI24fLlyySTScLhMKdOnWJubo6+vj7effddstksTU1N6HQ6NjY2hFO2r68P\nn8+H0+nkwoUL+P1+1Go1VquVqakp4NHDfO/ePSwWC6urqygUCoGwqKysFPON6elpjEYjOp0Oq9XK\nyy+/zPb2NiqViqqqKnZ3d9nb22NychKbzUZLSwsbGxvs7+9zdHREMpnkueeew+VyiWNAIpHg4sWL\nLC4uEgqF8Hq94pgme4dsNptwMafTaSYnJ2loaBCxiiUlJeRyOW7evEkymWRlZYVYLIZCoaCvr4+G\nhgYsFotI3a+urgYexT/29vYSDodpaGjg6tWrYi5kMBg4OjrCZrNhs9lEJkkwGMRkMrG5ucnq6ipu\nt5t79+6JIXBvby/Dw8NPPJzn+PrFBxt9oheJJEm/K0nSvCRJs5Ik/VCSJI0kSRZJkt6WJGlFkqSb\nkiSZfubr/7UkSWuSJC1JkvSF/9X3npubE9jMd955RxxfqqqqWF9fBxBISdnVKz8Acldw7do1sYqV\nZd9ylogMjVIqlXR0dGCxWOjt7RXBPevr6yQSCSKRiMg9WV5eFrLwg4MDjEYjLS0tZLNZ9vf3hanu\n6OiI7e1tABobG1Gr1SSTSdbX1wkEAqhUKjKZDP39/czPz9PR0cGZM2dQKBRiQHry5Enq6+uZnJxk\nZWVF5IWYzWaMRiM2m42uri4AkZrmcDiQA55kImE4HEalUmG324VR0O/3Mz4+jkr1CLS4sLBAQ0MD\n7e3tRKNRdDodyWRSgNWHh4fJ5XJ4vV7Kysrw+XxC1u9wOAiHw8zPz3Pnzh0xLD6+PpvX49Zjv0gk\nSaoCvgsMFIvFPh7hP38V+H3gdrFYbAfeBf71x1/fBbwEdALPAn8i/S9+5Xq9ntbWVsFTMRgMbG9v\no9VqWVhYEIzZDz74AKvVysbGBtvb2+h0OmKxGMFgkOvXr9PR0UF1dTUGg4FsNivk4deuXRPtu1ar\nFZ4Zt9stHtbS0lJefvllJEkSYCyDwUBdXR1Wq5XV1VUikQixWAyDwYDH42F7e1sE/jidTnp6eggE\nAuzs7JBOp3nhhRfwer2k02nu3r2L0+nk1VdfFVqOkpISTp48ydHRESaTCafTKTwsOp2ObDbLj370\nI/R6PT6fT+Sz5vN5EokEt27d4uDggM3NTRKJBJlMhtbWVmZnZ5mammJ7e5tkMimofrKadnNzU7iK\nZT3JH/7hH+JyuQgEAiIM+tKlS0iSJGiGN27coLW1la6uLjKZDOfOnXvcW+q4PsP12Fubj18kHwIn\ngCjw98D/C3wfuFgsFvckSaoE7hSLxQ5Jkn4fKBaLxf/74x9/HfhesVgc/x987+Lv/M7voNFoiMVi\n1NXVoVKphFJTp9NhNpvZ3d0lGo3S0tJCOp1GqVQKcdjIyAhTU1O0t7eztbWFyWTC6/Vis9lobW0l\nEAhgMBhYX1+npKQEtVpNsVhEoVCQTCax2+0Eg0Gee+45RkdHRbCPwWAgFouRz+e5cuUKGxsbzM3N\nYTQaOXnyJBMTEzgcDgHCun//PufPn6eyspKtrS2R4epwOGhqamJtbU2gHCRJYnFxkdraWmKxGDU1\nNUQiEaxWq+gwysrKhP/IarX+XGqZJEkCGdHU1MT9+/fR6XQsLi7idDrp6OhAqVRitVo5OjoSKWzy\nn++Pf/xjvv71r7O2tobJZKKjo4Pp6Wkk6dFGLBqNIifTycbH6upqIVCTE+5feOGFx7qnjuvJ18jI\nyC92a1MsFn3A/wN4AC9wVCwWbwOOYrG49/HX+AH7xz+kGtj+mW/h/fj//Q9LDnoOBAKsr6+Ty+UY\nGBhgcnISvV4vAoiGhoZwu91sb2+TSCTQ6XQ8++yz3Lx5k5KSEoH17OjooLy8HKVSicfjEXBvuY2P\nRqNks1mxgdjf32dlZYUf/ehHIl7RbDaj1+vp6enhhRdeEC8jo9HI+fPn8Xq9XLlyhUwmw9LSEkaj\nkW9/+9u8++67rK6uMj8/T19fHzabjd3dXbxeL0dHR0iSJEKZT58+jUql4plnnkGSJAG1khGhkvQI\n+i0D1OXMkf39fba3txkdHUWpVBKNRikrK0OtVvPd736Xq1evEo/Hyefz7O7usrS0xIkTJ6iqqhKg\n9hdffJGJiQk6OzuZmZkRDme73U40GsVutzM3N4dGo+HSpUsMDQ2h0+kwGAzC2OdwOJ74wPD4+sUP\nW1WP+wMlSTIDXwHqgSPg7yRJ+hbw/29xHqvluXHjBjabjaOjI8Haff/99/mt3/otQqEQvb29vPfe\ne0xNTdHd3c3S0hJHR0d0dHQQDAZFwpnVasVoNAonbigUQqVScf36dXQ6HQsLC5w7d45sNsv09DR1\ndXV4vV7a2trQ6/Wk02kqKysFrPvg4IBcLsf8/DxGo1FI4T/66COampp4+PAhra2tYkW7ubnJ17/+\ndZE9Iie2GY1GVlZWaG1tZWJigoaPh6IAFRUVfPDBB6TTaQFBb29vJxKJkMvlRNp9sVgUkvl4PM7u\n7i5f+MIXyOfzVFRUCByovNoNhUJC/SqrZmdmZrBYLExNTVFeXo7D4WBsbAyHwyFezDKkSzbnhUIh\nfvSjH/GlL31J6FJeeuklbt++jdPp/ERn7eP6xdZHH33Ew4cPP/H3+STD1mvARrFYPCwWi3ngNeAp\nYE+SJAfAx0eb/Y+/3gv8LPCk5uP/9z+sS5cuUVpaSl9fnziK6HQ6isUi8/Pz/M3f/I3IPJWPLEaj\nkVAoxObmplBghsNh7t27x87ODru7u2xvb5PL5djf3xf+G61Wi8PhQKfToVarKS0tFeY5hUIhsBPB\nYJCysjK2trYIBAL4/X7W19cFwErWq+zu7lJXVyceYIAHDx4IJszu7i6xWIzvfve7YrbhdDrxer0s\nLy9jMBi4f/8+uVyOqakpkskk//k//2e8Xi+ZTIYXX3xRzEGampq4cOECsViMoaEh0uk0yWRSyORL\nS0uRpEeK2KGhIUwmE7u7u/h8PtENmc1mLl26hMfjoa6uTuBH5+fnkSSJjo4O4NFNJx8n29rauHv3\nLtXV1eLFp9frxVHo+PpsXIODg/zWb/2WuB63PsmLxAMMS5JUIj36CLoKLAJvAP/Hx1/zG8DrH//7\nG8DL0qPNTiPQAjz4n33z0tJSwuEwyWSS1157jbKyMq5cuUI8HsfhcJBMJkkkEkSjUZRKJT6fj0gk\ngt/vF0Bxj8eD2+0W5j4ZQB6JRLh48SJKpRKj0cjMzAx+v1/MKQAqKytRKpU899xzqNVq3n77bRYX\nF4VCtKamBoPBwMLCAq2trcRiMS5evIhCoeDhw4e88cYbrK2tUV9fz7vvvsvGxgbNzc288sorACIp\nvrS0lBdeeIEbN26wvr7OmTNnKBQKfOMb38BsNtPU1EQ0GqW3t5fOzk6Wlpb40z/9U9RqNf39/RQK\nBf7sz/6MlpYWEWRttVqFX0eSJGKxGLlcjvHxcXZ2dtjc3CSbzeL1eiktLeXChQtixhSPxzEajdy+\nfZvu7m5aWlqE/uXs2bPiz1s2IlZXV4vjjezledIPx/H1+Nfj1ieSyEuS9H8BLwNZYAr4TcAA/C2P\nuo8t4KVisRj++Ov/NfB/fvz1v1MsFt/+n3zf4h/8wR9gsVgIh8M0NjYyMTFBOBzGbrfj8/moqalh\neXmZ4eFh9Ho9u7u7bG5uUlVVJR68QqFAPB4X6IXt7W26u7vF+tXtdgvcp+xtcTgcKJVKwuEw9fX1\nbG9vYzQaefvttzEajXR0dAjVqHxZrVYsFgtms1l8Ore1taHRaNBqtezu7mK324XeIh6PU1NTQyKR\nwOv1UlVVRTqdFviJv/zLv+Tpp59GpVKhUqkIhUKkUik0Gg3d3d3cv38fk8nE4eEhNpuNYDBIZWWl\n+N4yO1ie38RiMerr65mbm8PhcBAKhUTUQXV1tVhda7VaDg8Picfj2Gw2uru7efXVVzk6OuLs2bOM\njo6KRDl5IC2HILndbmpra3G5XPzzf/7PH/ueOq4nWx/n7n5+vDYvvfQSuVyO8+fPs7m5KYDdk5OT\nSJKE1+sVYjC5vY7FYszOzgoPzNbWlsgCOXHihJi5uN1uGhsbxVAyEAjQ2dnJ3bt3RXRjZ2cne3t7\nqNVqampqcLlcaDQaMpkMHR0dHBwcCFB4Pp/HYDCIl0ZfXx/r6+toNBru378vuqinn36aO3fuiPS0\nQqHAwcEB6XSaxsZGgsGgcPPKUZDDw8Ps7Ozgdrvp7+8Xv6+Ojg6h8pXh5wqFgng8zvz8PF/4whcE\nlqOsrAyXy8V3vvMd/ut//a/Y7Xby+Txut5svf/nLLC4uUlNTw/j4OFVVVYTDYc6cOcOtW7ew2+3o\ndDr29vZIp9OUl5fT1NTEwsICLS0tvP7660JU9/LLL/PgwQN+5Vd+5UnfQsf1mDU4OPhYL5LHHrb+\n767W1lacTifhcBiXy0VJSQnBYJCzZ8+ysrIiQNeyUUwWkslp6DU1NTQ1NTE5OckzzzzD+++/T2lp\nqQB5S5IkHuZAICASxuRh7MHBAQMDA4IRI/tuJicnUSqV4uc2m83CQChJkjABVlZWEggEUCge5aT0\n9PQIZWl5eTmzs7M0NzcLOb+ccXLmzBkePHiAwWDAYDCQTCYxGAw4nU7q6+s5PDxkcHCQxcVFNjY2\n6O7upqSkhP39fQHpGhkZ4fXXX6e7u1tI7FtbWxkbG6OtrU2of8vLywWQXeb5yHkm4+PjNDY2kkwm\ncTgcpNNpUqmUQIPU1tYKJ3JHR4egCFZVVX2iFvm4Ppv1qZXI2+12MTiNx+Mi0Hlubg6z2QyAz+dj\nb28Pv9/P4eEhbW1tzM7O0tnZicViQaFQMDAwwKuvvioiBfb29gS79+joiKqqKurr6wXwCR5R+86e\nPcs//MM/oFariUaj4mWhVqupra0lGAwSiUSEsTAYDPLss88Si8VYWlriL/7iL3j48CEdHR20tbUB\nj+Y+y8vLvP322wLSffr0aerr6+nq6iKZTBKPx6mrq6O0tBS1Ws3a2hqbm5s0NjZy/fp1kRGi1WrZ\n399HpVJRX19PNBoVHqSdnR1GRkY4PDxkY2ODu3fvks/nUSqV7O3t0d7eDjzi2+h0Op566il2dnbI\n5/O0tLSIgCWFQsHR0REAarWanp4eFIpHBkc5+1alUvH+++9TV1dHsVhkY2PjiZ/zj6/P2Izkf1dJ\nklS8ceMG09PT+P1+wuEwS0tL/MZv/AY6nQ6XyyUyNaanp4nH48ixgTqdDpPJJBSqhUJBIDXtdjsl\nJSXiAZPl7XIKvUajoaSkhJs3b9LW1sbJkycFJDwej2OxWNjY2MDn8/Frv/ZrrK2tiTxYOeDIZDKR\nSqUE60aW6G9vb9PU1ERFRYVIqK+oqGBiYkJgRW/duoXD4cButwuX88jICOPj4xQKBYxGo9iM6PV6\nzp8/z82bN4lEInR1daHX60mlUvh8Prq6uojH4wSDQQ4ODujr6yOfzxOLxVCr1YKmp1AoaGpqYnZ2\nFp1OJ9Lgs9ms+H5zc3Oi87FYLNy9e1dseGTQuaxD2dvb4+mnn37St9BxPWadOHHi8zUj+Xf/7t+h\n0WiIRCIChH3mzBleffVVOjs78fl8tLW14ff7yWQy9Pb2otFo8Hq9KBQK5ubmGBoaYm1tTTw80WhU\nWPZl0Lbf7yeXy1FZWSkS0RobG8UxIJfLCSew2Wymra2Nubk5Gj7GXiiVShYWFtjZ2aG/v5+dnR0q\nKysxmUxotVrBupENh0ajUahmS0tLKRQKNHzsDPZ4PAwNDRGLxXC73RSLRdra2lhdXaWsrAyAWCwm\n9CmyIvVnIeEyiDyXywmujsVi4eDggNraWsrKynjw4AEnT54UOSwqlYrDw0NBLDw4OMBisaBWq8XP\n6/f7qaurEz6bqqoqgsEgwWCQTCZDW1sbHo8Hg8FwPCP5DFd/f//nK49EHqCWlJSQTqfx+Xz8/d//\nPadPn2Z7e5vh4WFqa2sFalPe2szNzYnEMqvVyuDgIEajEaVSSW1tLT/96U+JRCJEIhGCwSCnT5/m\nypUrwpgXCoUEt+Xo6EjEEMjr0R//+Mfs7u6yuLjI5OQk4XCYCxcuiJeMzByWmburq6vs7++zvr5O\nJBIRKM/9/X08Hg86nY5oNCqQGn6/n6mpqZ+bi5SWlorE9oqKCtbW1igvL6e8vJz5+XkxIE4kEty+\nfVvoR8rKyjg6OmJgYECk5ofDYRH0tL+/j8FgIBgM0tfXR0dHh4hCkLs7Oc/W4XDw3/7bf8NoNDIy\nMkI6naanp+fnMKoqlUpkshxfn83rcetT+yI5OjoilUqJdPjGxkb6+/txuVw0NTURCoVEYE9paSn7\n+/vi67PZLCsrK8JAl8vlsNlsKJVKvve976HVavF6vRSLRba3t0VUwcTEBHt7eySTSU6fPk0qlaKj\no4OdnR3hBO7s7MRoNFJWViaAU3NzcxSLRe7du0cikSAQCPDVr36Vw8NDSktLcTgclJeXc3h4KNbQ\nsq4lmUyysLBAsVgUw2U5yNnr9TI1NcXR0ZEIMJLB4alUirGxMU6dOoXP56NQKKDX6xkeHiYajXJw\ncACAJEncuXOHg4MDcaPo9XomJyepqKhAo9FgNBrJ5/Ps7e0JJ3N1dbUIiaqursbr9fIHf/AHlJWV\n8dd//dcolUrefPNNjEYj+/v75HI5AMLh8BN/GI6v4xeJqOXlZfR6PeFwWGhJ1tfXSSaTKBQKNjc3\nBWpStvYrlUp6enqIRqM0NTWJuUKxWKS6uhqPx8ODBw9obm6mp6eHxsZGdnZ2BKD84OBAyOGz2Sxv\nv/02GxsbJJNJnn/+eRHrqFAoCIfDjI+P43a7SSaTwr177tw5VCoVu7u7DA8PU15eLmz+Fy9eZGho\niDfffJPh4WGy2SwzMzMoFArUajU7Ozs4HA66urpEfqr8Kf/w4UPcbjclJSV0d3fT2NgoXoiyX6iy\nshJ4NESV4WBarZbf/M3fpL29nbq6OtRq9c91DufOnSMWi4mBcFVVFQMDA2KGIg9Wz549y2uvvUYm\nk+Hq1atotVra2tpIJBIMDw+zsrIiXujH9ctXn9r1r1KpxGw2C9OdPMtwOBzs7u6KuYDVaqWkpISK\nigrsdju3bt2ip6dHhD7LbthYLCaOHe+88w4NDQ0CW7mzs0MkEqG3t1ccN3Q6HS+99BL37t2jt7eX\n//gf/yMvv/wyMzMzVFRUoNVqqaurw+PxkEwmxbbD7/eztrbG0NAQ+/v7SNKjkKKlpSUikQgej4fh\n4WHBwLHZbMLstr6+jt1uF7EDFotFCMdyuRxOp5P19XU8Ho9IKpODrTOZDMFgELfbjdPp5MqVKxwd\nHVFbW8sPf/hDEokEL774ImNjY4KqJ4dG7+7uCnSnDBuvqanB5/NRV1dHTU2NQFNEIhFBJpSHxuFw\nmI6ODux2OxsbGyKz9rh+eepT25FoNBpGR0cpFApYLBYkSeLq1aviwWxqauJrX/saAIFAgHg8zjvv\nvMPQ0JBw8srnfzmOoKamRswyCoUCq6urgiJXUlKC2+3mzJkz1NXVkUwmBblPrVbT0tKCWq3m5Zdf\nplAoUFJSItzDcscxOTmJz+fDYDBgs9nY2dn5ueGr7D6WYyGz2SxWq1WsdBsbG6moqCAcDnPlyhUk\n6VGsgFKpxGQy4fF4yGQytLS0UFFRgcFgQK/Xc3R0REtLCx6Ph4aGBmpra8XmRc6KdTgcQuYfi8X4\nvd/7PSYmJsjlckJbcnR0hMvlwmKxCNtALpdjcnKSq1evCs5PVVWVWKHL8xT56Cb/HR1fn83rcetT\n+yIxmUw4HA4KhQKTk5PkcjkMBgONjY2EQiEKhQIzMzMMDAzQ1tZGc3OzwDPI24uTJ0+iUCi4cOEC\nyWSS/f19rl+/TjQapbm5mZqaGsrLy6mrq6OiooKysjLS6bRwun6PTDN2AAAgAElEQVTwwQfCrBcI\nBHC5XCwuLoqQo2KxSD6f51d/9Vf5wQ9+wG//9m9zeHhIeXk56+vrqNVqzp8/L1a1uVyOeDyO3W6n\nqamJ73znO5SVlTE9PS2OS/fu3aO1tZVXXnlF5LjK84vDw0OeeuopkbMqZ5nIAU29vb3C/KdUKnG7\n3YyPj1NZWUk4HObs2bO0t7cTj8eZmZkhHo+jVqtJJBKcP3+e8vJy2traWFxcJB6Pc+rUKaLRKKlU\niq2tLWKxGIeHhwK+debMGQEGm56eJp/Ps7q6+sQfhuPrF/8i+dSuf3//93+fxcVFLl68SCKRoKqq\nCkAMFR8+fMjh4SF+v5+uri48Hg9f/OIXRdixWq1mYGCA9fV1WltbCYfDgpiXz+c5f/48LpcLSZLE\nw2Gz2YSn5eDgQAwRBwYGuHv3Lm1tbYLH6/F4xOZkc3MTk8lEaWkpOp2OyclJzp8/T1lZmWDnqNVq\n9Ho9e3t7Imi6ubkZSZJwOBwEAgHm5uYYHBwU8CkArVbLwMAA77//PrFYjJKSEjHsLSsrEwFHVqtV\naEZk6X1VVZVIdVMoFIJFI6tnu7u7RRaLPDCurq6moaGBmZkZBgcHhdI1GAxSLBaFGre8vJxUKkUg\nEKCvr4/r16+LJPkLFy48ydvnuD5Btbe3f77Wv16vl+7ubpaXl3G73czPzzM6OorL5WJsbIyuri66\nurr49V//dcxmM1euXBHKVL1ez9e//nXeeOMNAZfSarVMT0/jcDiora3l+vXrHBwckM/n6e/vJxaL\nsbCwIFatFy5c4KWXXkKSJDKZjIgpWFlZQalUcvr0aba2toQSdX9/Xxx/NBoNCwsLggcsO24tFgvl\n5eW88cYbmM1mxsbGSKVSXL9+naWlJc6cOSOk6pIksb+/z/z8PD6fj87OTqqqqsjlcszNzbGysoLZ\nbBawdL/fTzQaFRGR586dw+l0ihU6PNIIyHqWgYEBNjc3qays5KOPPuKb3/wmw8PDqFQqMed4+PAh\ndXV17O3tkUqlMBqN3Lt3TwDO9/b2qKurExqbEydOCC/U8fXZvB63PrUdyb//9/+eXC7Hzs4OBoMB\njUZDKpWivr4ep9NJoVDgww8/FBki8g09NTVFRUUFNTU1whsib2FkrYVGoxE8HPm8n0qlkCRJzERW\nV1exWq1UV1eztbVFW1sb8/PzVFRUsLq6Sk9Pj/CWuN1uHA4HNTU1go2rVqvRarXcu3ePF154gfLy\nciYnJzEYDOzv79Pd3c3k5CQmk4lCoYDZbEan0+Hz+ZCkRz6gxsZGampqSKfT3L9/H4PBILoXk8nE\nuXPnODg44MGDB2KOU1JSwsrKCqlUCr1eDyB0JaOjowwPDwvYuFarJZVK4XQ6cblcQvm7srIiXNby\nMFhOoZc5Qz/LUI5Go5w5c4by8nJGR0f5N//m3zzhO+i4HrdaW1s/Xx3J/v6+UFsajUYCgQCXL1/m\n1q1bTExMoNFokOclGo1GDAcvXLhAXV2d2Ors7+8zPj5ObW0tgUCA5uZmbt26xdHRERsbG5jNZkpK\nSlAoFHi9XmQEhk6no6Wlhbt37xKLxZiamhJpZkqlkuXlZVQqFW63mxMnTqDRaDg8POTw8BCdTkdt\nba3AWHo8HlwuF2azmUAgQEdHh/C/SJKEz+cTGNCRkRGBDa2srGRlZYWysjKhA9FoNAwMDADw+uuv\n4/f7RQr+7u4ua2trRKNR6uvrfw5BKjN/IpEI0WiUhoYGIXKTMaZy9ff3EwwGGRwcRKPRsLW1RSQS\nwev1srW1Jf7cTCYTXV1dAkouByUdX5/d63HrU9uR/Mmf/AnJZFJIuK1WK3Nzc5hMJgwGA/F4HJPJ\nRCAQwG63k81maWtrY2JiQmwdZE1JX18fKysr4twfDofp7OxkZ2eHQqHAysoK1dXVYh0cDAYFvFw2\nz8nZILFYTHQj6+vrNDY2YjabkSQJq9XK/v4+q6urHB0dYbfbSafTdHR0kE6nKRaLzM7OcunSJdLp\nNBsbG2i1WuLxOCUlJWK46fF4uHz5MqOjo1RVVQk2cUNDg+D0BoNBOjs7cbvdaDQa8vk8TqeT8fFx\n8XtxOp1CYu/xeKioqBAO6FAoJHjCFRUVHB0dUVJSIsx6cpcl/1OGeikUCjKZDKFQCKvVKuT0sjM5\nEAjwL//lv3zCd9BxPW41NTV9vjoShULBwcEBjY2NuFwuEY0Yi8U4c+YM1dXVHBwccO3aNdRqNX6/\nn0AggF6v5+DggNOnT4thqvyJ2tHRIVbAcviPQqHAZrNRX1/P2tqaiEy02Wxcu3aNUChEZ2cnAEaj\nUcC3pqamRG7I1tYWHo+H6elpVlZWqKmp4bnnnqOmpkYQ6JaWltjb2xOpZfl8Xihxh4eHSSaTLC0t\n8fDhQ8LhMBMTE/h8PhF8nU6nGR8fF6FOWq0WpVJJW1sblZWVAj968uRJDAYDLS0tRCIR/viP/5hE\nIoHJZGJqakpkscpu59LSUoLBoCAKjo6OEgqFWFhYIJVKsb29jV6vZ3t7m9raWnw+H9FolJqaGkKh\nkEjfBygrK0Oj0TzxT9Xj6xffkXxqXyR+vx+bzYbX66Wnp4dkMokkSXR2drK9vc2VK1dobm7mr/7q\nr4Qyc2xsTGgr1Gq1AF61t7ezv78vsl8TiQTt7e1idapSqSgWi1gsFn7yk59QUlIidBWDg4NsbW1h\ns9koKyvj3r17+Hw+IWlPpVKkUimam5uZmpqirKwMj8fD7Owsi4uLwlVcW1vL5cuXATg4OBARB/l8\nnps3b9La2ordbsfpdOLxeEin08TjccHjmZ6epqamBqfTST6fx2QyifSzw8NDXC6X+G+1Ws3Y2BhV\nVVV84xvfYHd3l4aGBpqamvB4PILENzMzg0aj4b333iMUCrG+vo5OpyMUConIx7a2NgKBAJFIBL1e\nzzPPPCNiLm02GxaLRWTFVFRUUFlZ+cQfhuPrF/8i+dQebf7Vv/pXFItF1Go16XSaa9eusba2RlNT\nE6urq2Iu0tDQIPi08Xic0tJSqqurMZlMjI6OotPpGB4eJhQK4ff70Wg0KBQKIVqTU87sdrtYlebz\neYrFIoFAgOXlZc6ePcvq6ioXL17kwYMHFAoFkVVaLBaZm5vj9OnTImjo/fffp7q6mmg0itPpxGg0\nksvlePfdd/nWt77F+vo6DoeD1dVVVCqVUInKQc2FQkEEJDkcDrxeL4uLi1RVVVFeXi46jJmZGdEl\nVVdXi5lNJpOhWCxiMpmEyzkWiwmynxxSZLfbkSSJRCLB7Ows586dY3FxkYqKCqxWK3a7nVgsxvLy\nslg3/+zLzWKxiG6st7dXID2/853vPOlb6Lges+rr6z9fRxuZ8FZeXi7iBNfW1vjrv/5rtFotk5OT\nfOELX2B6epobN25QLBYpFouMjIygUChYX1/n4sWLVFZWkkqlmJycJBKJiC1Id3e3yBqR0+dl3KbD\n4SAWi9HZ2Ulvb6+INBwfH2dzc5OrV6/icrlYX1/nvffeo7KyksnJSVQqFUdHR2QyGTGADAQCaLVa\nLBYLPT09fPTRRwJ9abPZ0Ol0eL1e+vr6aGxspFAo0NLSIrqYvb098vm86FjC4bDIRhkYGKCpqQm1\nWo3P5xMvIovFgsFgIJVK0d7ezttvv83+/j6BQEAA161WK4CIT6yrqxPD00wmQywW46c//amIMpBD\nnVUqFT6fD6PRiEqlorm5mWeffRan00l7ezsNDQ1P/FP1+PrFdySfWq+N7PCV0+SfeuopcQwJBAIi\nBrGqqgq73Y7NZuPq1av82Z/9GQqFgurqakKhEEajkYODA5E6lslkKBQKhEIhQdZramrC7Xazt7dH\nLBYjEAigVCo5PDykubmZ7e1tIpEIV65cIZvNilXp7u4uTz31FNlsVug1fvYlkslkqK2tZWlpia2t\nLc6dOyfWq3Ig9f7+PiUlJdy9e1fgL+RjmNfrFZ2N1+vFbrejUCioqKgQ3YjD4SCbzYowaJVKJTjB\nTU1NLC4uMjIyIgRk8mYqmUwKgdno6KiIa2xsbMRut3P37l3Onj3L/Py8SOWXN1+5XA6j0Ug8Hmdu\nbo7m5mbcbrfojj7JDXlcn8361HYkjY2NIg1saGiIt956i4mJCXZ3dwFYXFzkzp07XLhwQcC0x8bG\nePrpp2lubhYzAKvVKuBSVqtVfCp/9NFH6HQ63njjDba3t1laWhKYhr/8y78kHo9z+/Zt/vZv/5bh\n4WHy+Ty3bt2ivb2dbDaL0+kUieoNDQ2Ew2Fu3LjB4eEhAK+88grb29scHBzQ3d3NM888w+LiIj6f\nT6SjjY6OCqWry+Wiurqar33ta1RWVnLnzh1CoRC3b99GkiRqa2s5ceIE7733Hm+++SZPP/008/Pz\neDweAceSA6BkAdn8/LzgHb/55ptsbGygUqmEbkVej9fV1fGNb3yDVCrFu+++K0Dg8nErFovhcrkE\nYEuv15PNZoU0f3Nzk3/7b/8tGxsbdHV1PXFa3PH1iyftfWpnJP/pP/0ngsEger1euGjl+EKFQkFJ\nSQmSJImMj/LycuLxuMgblYe06+vr7OzscOLECZLJpIgmePjwIU1NTSL0SJabJ5NJ8vk8ZWVlSJJE\ne3u70GoEAgERchQIBEin05w+fZrl5WWUSiXz8/Mkk0kGBgZ+Tkp/4sQJstkskUhE5Lt6PB5qampE\nTGRZWRlTU1Ok02ny+TzXrl3j/v377OzscPnyZTweD1qtVnB/nU6nWMXKwjgZNr61tUVrays7OzuM\nj49z6tQp8eBXVlYSiUTEr7ezs5NUKkVDQwMKhYJUKkU2m+Xw8JDW1lYmJyfp6upib2+PYDDIlStX\n8Hq9JBIJWlpaWFxcZHd3F7VaTT6fZ2BggJdeeulJ30LH9Zj1McHx8zMjyefzghUjHxXm5uaora0V\nQcxKpZJisUgoFGJxcZG1tTUmJiaYmpqiUCiQSqUwm81UV1fz7rvvUlpaitFopKGhgeeffx69Xi+y\nRKxWK7Ozs3R0dAghXFdXF7FYjEKhwDvvvIPL5aJQKKBQKITcXHbxhkIhmpub6erqEuAuk8kkOMLT\n09NiuyLzbtra2jh79ixlZWVsbGxw6dIlmpubKSkpYX5+HrVazVNPPSWGyzJDZ2lpSfzao9GoWE9H\nIhEmJyfJZDJUVlayublJR0cHJpMJtVrNuXPnyOVyFAoF4BF6oLS0lJaWFnQ6HdlsFrVaTUlJCY2N\njSwvL/Nrv/Zr6PV6WlpauHTpkiABtrW1sbm5SbFYZHBwkHw+T3t7O8Fg8Imf84+vX/yM5FPbkfz2\nb/82JSUlaLVa1tfXOXHiBPAod0M+mmQyGS5dusTo6CgVFRV0dnaKQerq6iput1scNRKJBBaLhXw+\nz9HRERcvXsTj8XB4eCgCnFdWVjh//jzpdFpI6hcWFjh79ixms5k7d+6wubnJ0NCQWCGHQiGCwSDt\n7e1CObu2tsbBwQFqtVpgQZ1OJ++++y7BYJCqqioODw85c+YM//2//3eqq6vFi2V5eRmr1cry8jJH\nR0eMjIzgdrsFQEs23vX393Pnzh3a29uprKwUHiGZP5NOpzEajaRSKU6fPs3o6CgDAwMcHh7S0NDA\n9vY2oVCIa9eusbCwQDwex+Px4PV66erqIpfLidBrGaD+zDPPMDU1hdls5v333+crX/kKarWao6Mj\n4vE4yWSS8vLy447kM1xOp/PzxbWxWq2UlpZiNpvR6/VEo1Gqq6vp6+vjz//8z+ns7BRsXPnBHxsb\no6WlhZ/85CeoVCrUarXw0pjNZkKhEDs7O9TU1GCxWBgbGxOuX/mI0dLSwsTEBAA1NTW0tbWxs7PD\ngwcPOHPmDM3Nzfj9fkwmkzDnXblyhXA4TG1trcj4yGQyAiQlC95kIVlJSQk9PT34fD56e3tFgHMo\nFCIcDoujm8yTOXHihGDPxONxBgcHmZmZobS0lHg8TnNzM3/3d3+HUqnk4OCA0tJSlEql4PWo1WrK\ny8v56U9/SmtrKx988IHAYLz11lvk83kaGxtF1yLjLzY2NjCZTNTU1AjhmlarZWFhgX/6T/8pq6ur\nHBwcUF9fTyaTEQTCT3LWPq7PZn1q/8a3traor69nb2+Pd955B4VCQSgUIhAI0NPTg9FoFGd9h8Mh\nHsrl5WWi0ShDQ0NUVVWxvLxMZ2cnsViMg4MDLl++jNFoJJvNUl5ejiRJAi6lUCiYnp4WLX4wGMRo\nNLK0tERDQwMOh4Pe3l7Ky8vJ5/PMzs4yPT3N/fv3SSQSOBwOgZPo7OwkmUyi0+koLS3lww8/JJFI\ncHR0xLlz5wDo7u4WMK/q6mrxab+7uyu6JYfDwd27d0WI0NWrV/nJT34i0vBtNhsLCwt0dnaytraG\n0+lkcHCQoaEhEXokI0IvXrxIb28vAwMD+P1+VCoVpaWlNDU1sbW1hd1uF/Bxs9mMzWYjn88zMzMj\nVuPV1dUoFAref/99gbWIRqO89tprOByO443NL2l9ao823/72t2lsbBStfF9fH+Pj41y5coW1tTXM\nZjOJRIKNjQ1aW1vFcFTGLezt7dHa2srp06dJp9PMzs6KdayMhZBfBhcvXmRjY0NknHq9XsxmM7FY\nTKyIo9EoKpVKeHGcTqdImJeFZ0qlUoQnazQavvrVr4roR3k2IQO0hoeHxeBVxlPs7u7idDoF9Kuv\nrw+32y04OcViEa1WyzvvvMPZs2e5d+8eHR0d5HI5NBoNJpOJra0tSktL0Wq1WK1WVldXuXTpEtvb\n28zPz4uVcWVlJX6/X+Am0uk0mUwGeNSJ7e7uEolEKBaLRKNRZIOkVqslnU6LNXlFRQU2mw2fzyf8\nTv/sn/2zJ3n7HNcnKJvN9vkatiYSCW7evElXVxfhcBi3243dbufHP/4xsVhMbE8qKyuFjsTlcokj\nx4kTJ4TzNxqNYrPZkCSJlZUVFAoF6XSa0tJSent7yWaz+Hw+dnd3WVlZwePxsLGxgdvtFjGH8toz\nGo3y0UcfoVAo6OnpIZPJkM/nGRkZIZFIUFdXR6FQoL6+Ho/Hw8mTJzk8POTVV1+lUCggSZIImm77\n/9o719i2zjPP/16SEqkLJVIUJVJ3UTdblmXJimI5kdPYudR17XiAuGnaQTqT9kvRLdIOim47iwDt\nt5lZtOgW6GKDAWa7mWxmN+l27cat02RlK3Zc+RJLlkyJulASRVKUSF1J3SVSPPuB5DtqNpkkdmox\nW/6BAx++PNR5TJ7znPd9Lv9/bS0bGxu89NJLaDQajhw5Qn9/v9TZ6e/vl0uVmZkZ8vLyWF5e5ujR\nowwPD3P69Gn0ej0ajYa1tTVycnJoa2tDCMEbb7yBRqOhsbGR3//+97jdbkwmEzqdjry8PNbW1rBa\nrZKFf3p6WoqmLy4ukp+fz549e3C73Rw+fFjSIiTUD202GxaLBZ1Oh06nw2QyUVNTQyQS2fUUZmpL\npX+B2IzkJz/5CQaDAYfDwdbWlhQLn5ub4/z58+h0Oo4cOUJfXx/19fVMTU3JZY5KpaKuro5bt24R\njUZpaGggPz+fl19+mc9//vNSSzgSiVBfX8+lS5eor6/H6/UCMRZ2s9ksp/82m43bt2/LtvpIJCLp\nCxLFXx6Ph+LiYlwuF8FgkAceeECWuk9PT2OxWCQnrNvtlsz4Ho+HiYkJDh06JB1UYWEhHo9HagIn\nKCdrampkL01hYSF2u10KlJtMJkn96Pf7URRF9ti43W4efPBBJicnWV5epqioiLGxMal7s2/fPjY2\nNmTqORQKyVRzoqp3fX1dxm1KS0ulpMbnPvc5mRpOlOj/9Kc/3eUrKIW7Rfw6+v8n2Op2uxkZGcFi\nsTAzM8N7773H/Pw8TU1NfPvb36ajo4Pe3l5yc3MBMBqNZGZmkpeXJ6tEEz0hFy5ckIHUsbExtra2\nZO/I6OgoZrOZQCBAIBBgz549kgtVr9eTn5+PyWSS3bZzc3PMz8+TmZnJ9PS05FTNzc2lrKxMplFX\nV1exWq3k5eXhdDqZm5vDarVSUFDAuXPnePLJJykpKSEYDPLUU08xPT1NaWkpOTk5UrVuY2ODvXv3\nkpmZiU6nY3l5GZVKJSU9FUWhpqZG8rX09PTQ1tZGWVkZBoMBjUaDTqdDo9Hg8XjIycnB6/WSm5vL\nvn378Hq9HD9+nEgkwujoKG63mzNnzuByuRgYGKCxsRGIpZU3NzcpLS3F5/OxuLgoOU8SlJeJSt79\n+/engq1/hkjaX9xisdDQ0IBGo6G+vp66ujpMJhPj4+OMjY3J/o7i4mIWFhZobW1FrVZL0qOysjKp\nNVNWVobP56O5uZmGhgZKSkqYmZmho6NDLnMMBgPBYBCz2UxNTQ1ZWVlyBjQwMEBOTo78uyqVimg0\nisVikXwnra2tUi6jvLycmZkZgsEgXq+XkpISlpaW5JO8oqKC7e1tent7WV9fx+12E4lEZLHc5OSk\n7BPKzc1ldXWVaDTK1NQUOp2OmzdvyrqSaDSKRqOREhhFRUVkZ2dLWY2NjQ0eeeQRcnJy0Gq1FBUV\noVar6erqwmAwMDQ0xPnz5yVHrcvlwuPxkJubSzgcZm1tjcnJSebm5vD7/VKmoqSkRHLdGo1GwuEw\nbW1tNDQ07Palk8IuIGlnJFqtlu7ubsxmswx0JqQ7jx49yq9+9Ss5XV9YWGB2dhaTySTb+ROcpm63\nW5L1TE9Pk56eLlX3EiTKvb29WK1WampqcLlcCCGkjvDGxgYmk4mWlhZu3LiByWQiGAyi0WiYn5+n\ntraWvr4++fRXqWI8KgcOHCAYDEreD61Wy8TEBENDQ3zlK19hdHQUIQRLS0tEo1EZHDUYDHIbGxvD\nbrfT1tbG1atXqaqqYmNjA7PZzNLSEvn5+USjUWZmZlhfX8dgMDAxMUFWVhZms1kymYVCISorKxkc\nHCQzM5NAIMDp06e5du0aBQUFfOELX5BCV0NDQ5KQKUFRaTAY/qgID2K6QzabDbvdLrWU/X4/Q0ND\ntLW17fLVk8L9RtLOSFZXVzEYDJSXl3P48GGWl5cpKytj//79DAwMYLPZCAaDLCws8PTTT6PVanG7\n3ajVaurr65mfn2djY4PDhw/jdDrJzs6mtbWVP/zhDwSDQQYHB1EUhf7+fo4dO4ZKpZI6wc3NzVLk\nKVE/8dJLL2G1WqVOTnt7OyUlJYTDYbKyssjOzmZgYEDWZIRCIerq6mRncSK2cerUKXp7e8nKysJm\ns9HW1kZRURE5OTnk5+ezf/9+fD4fPp8PIYTMtmRlZeFwOPD7/WRnZ0tWsrm5OXw+H48++igrKyty\ndvOzn/1MdjaPjIwQCASoqKiQRXqXLl1Cr9eTk5MjZxiXL1+mtrZWLhdv3LhBV1cX2dnZ1NTUkJGR\nIZ16YllotVpZXl4mFAoxNDSEzWbb9erM1JaqbAViwdazZ8+iKAoXL15kZWWF3NxcDh06xMWLF7Fa\nrTidTtra2nC5XDLz4PP5SE9PJxwOy3/VajVra2usra1x8uRJrl27xoEDBygoKKCvr4+trS3S0tKo\nqKjg7NmzlJaW8qUvfQmHw4HD4aChoYFAICDTsonS9PHxcdLS0njiiSfo7OxEp9MRjUZJS0vD6XTS\n2NiIyWTC7/ej1+vZt28f77zzDktLS7I+Iz8/X7bsj4yM8MADDzA6Okp9fT0jIyOsrKxw8uRJOjs7\n2d7exmAwSHmMUCjE8vIybrcblUqFxWJhdXWVrKwsIpEICwsLlJeXc/PmTZqamsjIyMDhcGCxWGhr\na2N8fFzSLyqKghCCwcFBysrKiEQilJSUsL29TXl5Od3d3VLfprS0FLPZTCQSkXSWHo8Hp9NJRUUF\neXl5fPe7393tSyiFu4Rer//TpH+FEP8khAgIIe7sGDMKId4WQgwLId4SQuTueO9vhRBOIcSgEOLJ\nHeMHhRB3hBAjQoj/9FHn7evr46233mJwcJDBwUEefvhh0tLSyM/Pl0Vk77zzDhkZGezZs4fa2lpO\nnDhBe3s7HR0dzMzMcOXKFdLS0nj66aeprq5GpVJJlva8vDy8Xi+tra0YjUYpCFVWVsZLL72EVqul\npaVFave+9957dHR0MDIyQnNzM+FwWFZ01tbWUlpaKms9mpqasFqtzM7OSkrGd999l4KCAknpaLPZ\nuH79OjMzMzKrNDAwAMTkNKqqqmhvb0etVsu2gARviEql4saNG4yPjyOEoKysjHA4THZ2NgaDQYqH\nJRjMwuEwDoeDlpYWJicn6e3tZWZmBrfbTX9/P9PT05KZfn5+Xjq6c+fO0dnZSVdXl6xpyczMZHh4\nGL/fT1NTExaLBb1ez5kzZ1hbW2NwcHDXU5ipLQnTv0KIdmAF+GdFURrjY/8AzCuK8h+FED8AjIqi\n/FAIUQ+8CrQCJUAHUKMoiiKEuAF8W1GU94QQF4CfK4ry1oecU/n+979PRUUF6+vrTE9Po9Vqyc3N\nlSnZubk5Wltb6ejooLq6GiEEWq2WnJwcfD6frMN45plnuHbtGk6nk/b2doaHhwmFQpSVlcmnbWtr\nKx6PB6PRyNDQEDMzM5w6dYrp6WnMZjN2u52ioiICgQAtLS309PSg1+vlWCJF2tXVxXPPPYdKpcLh\ncFBVVYXb7ZYi55OTk9TU1DAxMYFWq5XBWrvdTktLi0w5J3R/t7a2JKlyOBymoKBAklUXFBTg9Xp5\n6KGHiEQiOBwO9u7dK4OjCRb5hBxHY2Mjly5dkmJdCS2etbU1SktLmZycpLi4mKWlJba2tmQ6XafT\nSZa6hJTF6OiojNdYrVZcLhfb29vodDqMRiPf/OY37/qCTGF3EWf9+/RnJIqiXAUW3zd8Gng5vv8y\n8Bfx/aeA/6koSkRRlAnACTwohLAAekVR3osf9887PvOBSIhT63Q6qqqqpNCV3++nrKyM48ePMzQ0\nRGFhoWQUSxAQbW5uMjY2Rk9PjxQcb25u5vr161RUVFBfX8/CwoLkAolEItKBnDhxgoKCArKzs8nO\nzkaj0bBnzx70ej0Wi4V3332Xzc1NGYdZXFwkHA6zvLzMyQ8LAXgAAA4ZSURBVJMn6e3t5fLlyywv\nL+NwODh27Bg6nY5gMIiiKHi9Xk6fPi15Pubm5jh8+DAQC2BubGzwzDPPoNPppH5PwkHW1NQwNjZG\nYWEhCwsLfOc735Hp2MbGRoaGhggGg7S2tqLRaKisrMTpdLKyssKFCxc4ePAg8/Pz5OXlyTVxZWUl\nnZ2dpKWlEY1GycnJQVEU2tramJubo6KiQtJPvvvuuywvL3Ps2DEZtO7v75ffYWZmJl6vd9efqqnt\n/s9I7vaTBYqiBAAURfEDBfHxYsC74zhffKwYmNwxPhkf+1Bcv36dUCjE1NQUg4ODhEIhMjIyqKur\nIxQK4XK5qKys5MiRI0xOTiJETNzKbDZTVVWF0WjkzJkzUk3OZrOxf/9+AoGA5CWpqqpiamqKSCRC\nU1MTmZmZXLx4kdraWlwuF5cuXSIYDLK1tUV+fj5jY2OYzWYaGxvx+Xx4vV4MBgPj4+P4/X7JN3L8\n+HHS09PJz8/Hbrdz/fp1VldXWVtbw2azMTs7i16vl85iZWWF1dVVRkZGePzxxzl79iyrq6t4vV6p\neieEkITW6+vrRKNRfvGLX7C5uYlKpWJ4eBiXy0U0GqWzs5NgMEheXh45OTnMz8/T3NxMX18fVqtV\nNh26XC5u3rwpaRkTDtHn86EoiiSANhgM5OXlyWrXRCq7uLgYo9FIVlYWhw4dYmVlBaPReJeX1GcP\nCaG13b7xhRCSUkOjiSViFUUhEokgREyxIFFVnViBqFSxEoYEpcS9OBH49NK/n3rE9ujRo4yOjsoy\nbLVaTXZ2NktLS/KmXFxcpLm5mbq6OgYGBmQfTCIVu7CwIBm7bt26RVZWFhaLRd4wPT097N27V+rD\nFBYW0tnZyfr6OhkZGTzzzDN0d3eTnZ2N0+mkqamJ1dVVurq6KCgo4NSpU3R0dKDRaCgvL2d9fR2f\nz8fm5iYej4dQKITRaKSoqIiGhgbUarX8fGlpKWq1GovFwsjIiJxlJDR21tfXpZZOTU0N586dY2pq\nivHxcZ599lkmJiZIS0sjGAzK1PGXv/xlHA4HlZWVmEwm7HY7Qgja29txOp2yvkWv1zM1NcVjjz0m\n+2f6+vpk2X5hYSEzMzOoVComJyf54he/yNbWluR9TWgoT0xMoFKpKC8vl9mwysrKe74oPytYW1tD\nr9fvqg2JTvPt7W3Gxsa4dOkS3/rWtwBkE6jFYpFaRkajkWAwKLOSer1ejt/L73a3jiQghChUFCUQ\nX7bMxMd9QOmO40riYx82/qH45S9/SWZmJmq1GqvVKitDT58+TTAYxG63o1arUalUDA4OSg0Zj8eD\nEDHZiunpaWZnZyUBUSLQWV5ejl6vp76+HqfTSXd3N0ajkRs3btDc3Izdbmd7e1tmexJcqQ6HQ5as\nm0wmhoeHqa+vZ2BgAL1ej8fj4erVqzz88MOUlpYyPT1Nc3MzExMTjI2NySbE0dFRWaWr0+nYs2cP\neXl5shTd7XZLGoLnnnuO1157jYMHDzIzM4PNZsPr9coGvkRgNaHl63K5ZDdxcXExer1eLn8CgQD7\n9++XejoJ1b2RkRHZKZ3gek3EnlpaWvjNb35DXV2dbOwrLy+Xae3bt28DMDIywrFjx+Sy6c8BWq12\nt02QsxCVKtZakUA0GuXtt9/mhRdeoLu7m6NHjxIIBDCbzXg8HtLT0zl79izV1dXcvHlTZg3vFh/X\nBYn4lsAbwF/H9/8K+M2O8WeFEOlCiEqgGrgZX/6EhBAPithV9rUdn/lAfP3rX+fIkSM0NDSQnp5O\nUVERjz76KK+99hrDw8Po9XqKi4spLS2VM4aVlRXKy8tpbm5meXmZ6upqfD6fPHZ0dJTGxkaCwSBO\np5O+vj6ysrLY2tqSbGyBQEAGdsfHx2lsbJTLH4PBQGtrq9Qh1ul0MnB6+/ZtqqurOXnyJK2treTk\n5GAymbhy5QpWqxWTySQdQXNzMwcPHmRycpJXX32VCxcu0NXVxcjIiAzczs7OMjg4SGdnJxqNBqPR\nyMTEBFtbW0xMTMieH5VKJbVntre3eeCBB+QNPzw8TE9PD3l5eRQVFVFbWysZ1Kanp7lz5w55eXn4\n/X5CoRDV1dUUFBRIp5BYBnk8Hln5u7y8zO9+9zuWlpbIzc3lzJkzmEwmvve972EymXA4HJ9qXcOV\nK1d2vbbiw7bEU303kXDa0WhUPlgT9h07doxQKERFvJIaYl3egKyFOnjwIC+++CInT57kRz/60V3b\n8XHSv/8CdAG1QgiPEOJ54O+BJ4QQw8Bj8dcoiuIAXgccwAXgW8q/poX+HfBPwAjgVBTl9//Wefv7\n+wkEArKxLjMzk1deeYWEcLXJZCIjI4M333yTSCRCWVmZZEWbnZ1lZWUFrVYrC75WVlZwOBzY7XaW\nlpZ44YUXKCgooKqqilu3btHT0yMvjMzMTAYHBzGbzYTDYZxOJwA+n0/qxFy/fp0rV67w6quvsrGx\nwdraGjMzMzidTpaWlggEAmRmZpKWlkZnZyeVlZVsbm6ysLBAXV2dZF0vKiqivb1dsq8nhMqff/55\nsrKy6OrqAuDixYscOnSIffv2sb29TUlJieQQ0el0AKysrFBRUSGDqoluX71eL4PQi4uLqNVqIpEI\npaWl3LlzRzLHFRQUMDc3R1NTk4wfDQ0NUVFRQX5+Pk888QQGg4F9+/ah1+txu91cvHgRu90uuWIS\nYuyf1nb58uVddxj/1pZYWmxtbfHiiy/K/fu1KYoiHUiiv8rr9RKNRjl8+DBtbW1UVVXJGMrXvvY1\nTpw4QWdnJ++88w5HjhzBZDJJB3S3+MiljaIoX/2Qtx7/kOP/Dvi7DxjvBvZ/XMOMRiOBQIDCwkJZ\nS5EQujpw4IDsUk3EChL6wNXV1QSDQSk9sbS0RF9fH1/96lcpKirizp072Gw2Ll++zOTkJJOTkzzy\nyCNotVoyMjJYXFyUWZmEvvBTTz3F5cuXOXXqFH6/H5vNhtls5sCBA8zOzqLVaiktLWV1dZWamhrp\nWMLhsGwQvHr1KllZWUxNTWGz2aSucYJoOZEFSXT6Li0tUVRUJMvs9+7dSzgclqTSXq+XcDhMYWEh\niqLI6arT6WRxcZHCwkLGx8fJyMjA5XKxvr6O3W4nGo0yOzsrzzc5OUlRURFarZatrS0qKyvR6/U4\nnU58Ph8ZGRmUlZVx+/ZtKRReXFxMX18fjzzyCNeuXZNsb2q1moceeuhTjZEIIZI65rIz6KlSqWSw\n834j4QTen3r3+/1AzLabN2/y+uuvy/d+/OMfMzs7+4Gf+6RI2l9o79691NbWMjo6yq9//WsMBoNs\nlVer1YRCIdLT02lra8Pv9/PYY49JIue+vj5ef/11uru76e/vlwp5g4ODFBYW4vf7Jc9HJBJBrVbL\nAOvGxgYWiwWfz4fJZJLVsVVVVfT29pKenk5hYSF6vZ47d+4ghMDpdJKbm4vVamVkZAStVktNTQ3B\nYJADBw6QkZFBRUWFJGg6f/48dXV1srQ+oQ2ckZGBoijSgS0sLMgl0c6gWiAQYHx8HKvVisPh4Le/\n/S0qlYqcnByysrLYt2+fLDCbnp6W7PpPPvmk1Bqura1lc3MTl8vF8vIyer2e2dlZ5ufnJevbiRMn\nsFgsjI6OsrGxwe3bt1laWpJl9teuXWN9fR2/34/L5UJRFDY3N3d9lpDaPnj7xje+8ZHH3C2StkR+\nt21IIYU/V9xNQVpSOpIUUkjhs4WkXdqkkEIKnx2kHEkKKaRwz0gqRyKEOC6EGBKxDuEf7LY9AEKI\nEiHEJSHEgBDCLoR4IT7+iTug76PNKiFEjxDijc+ArblCiF/Fzz8ghDiUrPYKIf5GCNEvYl3sr4pY\nvVTS2Cp2qVMfiFXGJcNGzKmNAuVAGtAL7EkCuyxAU3w/GxgG9gD/APz7+PgPgL+P79cDt4ml1ivi\n/ydxn23+G+C/A2/EXyezrf8NeD6+rwFyk9FeoAgYB9Ljr18jVoyZNLYC7UATcGfH2Ce2D7gBtMb3\nLwCf/8hz38+L5iO+hDbgzR2vfwj8YLft+gA7zxGroRkCCuNjFmDog+wG3gQO3Uf7SoD/Azy6w5Ek\nq605wNgHjCedvXFH4gaM8ZvvjWS8Dog9iHc6kk9kX/wYx47xZ4H/8lHnTaalzfs7hz+yQ/h+QwhR\nQczjXyf243ySDuj7hZ8B3+ePGymT1dZKYE4I8cv4UuwfhRCZyWivoihTwE8BT/y8IUVROpLR1vfh\nT96pD0kWI0lmCCGygf8FfEdRlBX+347nXc+jCyG+CAQURenlj3uj3o9dtzUODXAQ+M+KohwEVok9\nKZPxuzUQ4+EpJzY7yRJC/CVJaOtH4E9iXzI5Eh9QtuP1R3YI3y8IITTEnMgriqIkmg0DQojC+Psf\npwP6fuBh4CkhxDjwP4BjQohXAH8S2gqxp51XUZRb8de/JuZYkvG7fRwYVxRlQVGUbeAs8FCS2roT\nn9S+u7I7mRzJe0C1EKJcCJFObG32xi7blMB/JbZu/PmOsU/UAX0/jFQU5T8oilKmKIqN2Pd3SVGU\n54DzyWZr3N4A4BVC1MaHHgMGSMLvltiSpk0IoROxWvLHiDWnJput971TH0ieYGs8sHOcWFbECfxw\nt+2J2/QwsE0si3Qb6InbmUeMk3YYeBsw7PjM3xKLgg8CT+6S3Z/jX4OtSWsrcIDYQ6QX+N/EsjZJ\naS/wo/h57xCjGE1LJluBfwGmgE1iju95YsHhT2Qf0ALY4/fhzz/OuVMl8imkkMI9I5mWNimkkMJn\nFClHkkIKKdwzUo4khRRSuGekHEkKKaRwz0g5khRSSOGekXIkKaSQwj0j5UhSSCGFe0bKkaSQQgr3\njP8LszlOViZm2DEAAAAASUVORK5CYII=\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "cam.snapshot(\"jpg\",save=True, show=True)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.10" } }, "nbformat": 4, "nbformat_minor": 1 }