{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Detector distortion corrections\n",
    "\n",
    "This tutorial shows how to correct images for spatial distortion. Some tutorial examples rely on files available in http://www.silx.org/pub/pyFAI/testimages/ and will be downloaded during this tutorial. The required minimum version of pyFAI is 0.12.0.\n",
    "\n",
    "## Detector definitions\n",
    "\n",
    "PyFAI features an impressive list of 58 detector definitions contributed often by manufacturers and some other reverse engineerd by scientists. \n",
    "Each of them is defined as an invividual class which contains a way to calculate the mask (invalid pixels, gaps,…) and a method to calculate the pixel positions in Cartesian coordinates. \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/mntdirect/_scisoft/users/jupyter/jupy35/lib/python3.5/site-packages/h5py/__init__.py:36: FutureWarning: Conversion of the second argument of issubdtype from `float` to `np.floating` is deprecated. In future, it will be treated as `np.float64 == np.dtype(float).type`.\n",
      "  from ._conv import register_converters as _register_converters\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "pyFAI version: 0.15.0-beta1\n",
      "Number of detectors registered: 173 with 61 unique detectors\n",
      "\n",
      "List of all supported detectors\n",
      "Detector Quantum 210\t Spline= None\t PixelSize= 5.100e-05, 5.100e-05 m\n",
      "Detector Quantum 270\t Spline= None\t PixelSize= 6.480e-05, 6.480e-05 m\n",
      "Detector Quantum 315\t Spline= None\t PixelSize= 5.100e-05, 5.100e-05 m\n",
      "Detector Quantum 4\t Spline= None\t PixelSize= 8.200e-05, 8.200e-05 m\n",
      "Detector Aarhus\t Spline= None\t PixelSize= 2.489e-05, 2.489e-05 m\n",
      "Detector ApexII\t PixelSize= 1.200e-04, 1.200e-04 m\n",
      "Detector aca1300\t PixelSize= 3.750e-06, 3.750e-06 m\n",
      "Detector XCirpad\t PixelSize= 1.300e-04, 1.300e-04 m\n",
      "Undefined detector\n",
      "Detector Dexela 2923\t PixelSize= 7.500e-05, 7.500e-05 m\n",
      "Detector Eiger 16M\t PixelSize= 7.500e-05, 7.500e-05 m\n",
      "Detector Eiger 1M\t PixelSize= 7.500e-05, 7.500e-05 m\n",
      "Detector Eiger 4M\t PixelSize= 7.500e-05, 7.500e-05 m\n",
      "Detector Eiger 500k\t PixelSize= 7.500e-05, 7.500e-05 m\n",
      "Detector Eiger 9M\t PixelSize= 7.500e-05, 7.500e-05 m\n",
      "Detector FReLoN\t Spline= None\t PixelSize= 5.000e-05, 5.000e-05 m\n",
      "Detector Fairchild\t PixelSize= 1.500e-05, 1.500e-05 m\n",
      "Detector HF-130k\t Spline= None\t PixelSize= 1.500e-04, 1.500e-04 m\n",
      "Detector HF-1M\t Spline= None\t PixelSize= 1.500e-04, 1.500e-04 m\n",
      "Detector HF-262k\t Spline= None\t PixelSize= 1.500e-04, 1.500e-04 m\n",
      "Detector HF-2.4M\t Spline= None\t PixelSize= 1.500e-04, 1.500e-04 m\n",
      "Detector HF-4M\t Spline= None\t PixelSize= 1.500e-04, 1.500e-04 m\n",
      "Detector HF-9.4M\t Spline= None\t PixelSize= 1.500e-04, 1.500e-04 m\n",
      "Detector Imxpad S10\t PixelSize= 1.300e-04, 1.300e-04 m\n",
      "Detector Imxpad S140\t PixelSize= 1.300e-04, 1.300e-04 m\n",
      "Detector Imxpad S70\t PixelSize= 1.300e-04, 1.300e-04 m\n",
      "Detector MAR 345\t PixelSize= 1.000e-04, 1.000e-04 m\n",
      "Detector Mythen 1280\t Spline= None\t PixelSize= 8.000e-03, 5.000e-05 m\n",
      "Detector Perkin detector\t PixelSize= 2.000e-04, 2.000e-04 m\n",
      "Detector Pilatus 100k\t PixelSize= 1.720e-04, 1.720e-04 m\n",
      "Detector Pilatus 1M\t PixelSize= 1.720e-04, 1.720e-04 m\n",
      "Detector Pilatus 200k\t PixelSize= 1.720e-04, 1.720e-04 m\n",
      "Detector Pilatus 2M\t PixelSize= 1.720e-04, 1.720e-04 m\n",
      "Detector Pilatus 300k\t PixelSize= 1.720e-04, 1.720e-04 m\n",
      "Detector Pilatus 300kw\t PixelSize= 1.720e-04, 1.720e-04 m\n",
      "Detector Pilatus 6M\t PixelSize= 1.720e-04, 1.720e-04 m\n",
      "Detector Pilatus CdTe 1M\t PixelSize= 1.720e-04, 1.720e-04 m\n",
      "Detector Pilatus CdTe 2M\t PixelSize= 1.720e-04, 1.720e-04 m\n",
      "Detector Pilatus CdTe 300k\t PixelSize= 1.720e-04, 1.720e-04 m\n",
      "Detector Pilatus CdTe 300kw\t PixelSize= 1.720e-04, 1.720e-04 m\n",
      "Detector Pixium 4700 detector\t PixelSize= 3.080e-04, 3.080e-04 m\n",
      "Detector Picam v1\t Spline= None\t PixelSize= 1.400e-06, 1.400e-06 m\n",
      "Detector Picam v2\t Spline= None\t PixelSize= 1.120e-06, 1.120e-06 m\n",
      "Detector Rayonix\t PixelSize= 3.200e-05, 3.200e-05 m\n",
      "Detector MAR133\t PixelSize= 6.400e-05, 6.400e-05 m\n",
      "Detector Rayonix LX170\t PixelSize= 4.427e-05, 4.427e-05 m\n",
      "Detector Rayonix LX255\t PixelSize= 4.427e-05, 4.427e-05 m\n",
      "Detector Rayonix MX170\t PixelSize= 4.427e-05, 4.427e-05 m\n",
      "Detector Rayonix MX225\t PixelSize= 7.324e-05, 7.324e-05 m\n",
      "Detector Rayonix MX225HS\t PixelSize= 7.813e-05, 7.813e-05 m\n",
      "Detector Rayonix mx300\t PixelSize= 7.324e-05, 7.324e-05 m\n",
      "Detector Rayonix MX300HS\t PixelSize= 7.813e-05, 7.813e-05 m\n",
      "Detector Rayonix MX325\t PixelSize= 7.935e-05, 7.935e-05 m\n",
      "Detector Rayonix MX340HS\t PixelSize= 8.854e-05, 8.854e-05 m\n",
      "Detector Rayonix MX425HS\t PixelSize= 4.427e-05, 4.427e-05 m\n",
      "Detector MAR165\t PixelSize= 3.950e-05, 3.950e-05 m\n",
      "Detector Rayonix sx200\t PixelSize= 4.800e-05, 4.800e-05 m\n",
      "Detector Rayonix SX30HS\t PixelSize= 1.563e-05, 1.563e-05 m\n",
      "Detector Rayonix SX85HS\t PixelSize= 4.427e-05, 4.427e-05 m\n",
      "Detector Titan 2k x 2k\t PixelSize= 6.000e-05, 6.000e-05 m\n",
      "Detector Xpad S540 flat\t PixelSize= 1.300e-04, 1.300e-04 m\n"
     ]
    }
   ],
   "source": [
    "import time, os\n",
    "start_time = time.time()\n",
    "\n",
    "#Nota: comment when executed outside ESRF\n",
    "os.environ[\"http_proxy\"] = \"http://proxy.esrf.fr:3128\"\n",
    "\n",
    "import pyFAI\n",
    "print(\"pyFAI version: %s\"% pyFAI.version)\n",
    "all_detectors = list(set(pyFAI.detectors.ALL_DETECTORS.values()))\n",
    "#Sort detectors according to their name\n",
    "all_detectors.sort(key=lambda i:i.__name__)\n",
    "nb_det = len(all_detectors)\n",
    "print(\"Number of detectors registered: %i with %i unique detectors\"%(len(pyFAI.detectors.ALL_DETECTORS),nb_det))\n",
    "print()\n",
    "print(\"List of all supported detectors\")\n",
    "for i in all_detectors:\n",
    "    print(i())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Defining a detector from a spline file \n",
    "For optically coupled CCD detectors, the geometrical distortion is often described by a two-dimensional cubic spline (as in FIT2D) which can be imported into the relevant detector instance and used to calculate the actual pixel position in space (and masked pixels).\n",
    "\n",
    "At the ESRF, mainly FReLoN detectors [J.-C. Labiche, ESRF Newsletter 25, 41 (1996)] are used with spline files describing the distortion of the fiber optic taper.\n",
    "\n",
    "Let's download such a file and create a detector from it. Users at ESRF may declare a proxy to connect to the internet. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/tmp/pyFAI_testdata_kieffer/halfccd.spline\n"
     ]
    }
   ],
   "source": [
    "import os\n",
    "#ESRF only\n",
    "#os.environ[\"http_proxy\"] = \"http://proxy.esrf.fr:3128\"\n",
    "from silx.resources import ExternalResources\n",
    "downloader = ExternalResources(\"pyFAI\", \"http://www.silx.org/pub/pyFAI/testimages\", \"PYFAI_DATA\")\n",
    "spline_file = downloader.getfile(\"halfccd.spline\")\n",
    "print(spline_file)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Detector FReLoN\t Spline= /tmp/pyFAI_testdata_kieffer/halfccd.spline\t PixelSize= 4.842e-05, 4.684e-05 m\n",
      "Shape: 1025, 2048\n"
     ]
    }
   ],
   "source": [
    "hd = pyFAI.detectors.FReLoN(splineFile=spline_file)\n",
    "print(hd)\n",
    "print(\"Shape: %i, %i\"% hd.shape)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "*Note* the unusual shape of this detector. This is probably a human error when calibrating the detector distortion in FIT2D.\n",
    "\n",
    "### Visualizing the mask\n",
    "Every detector object contains a mask attribute, defining pixels which are invalid. \n",
    "For FReLoN detector (a spline-files-defined detectors), all pixels having an offset such that the pixel falls out of the initial detector are considered as invalid. \n",
    "\n",
    "Masked pixel have non-null values can be displayed like this: "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Populating the interactive namespace from numpy and matplotlib\n"
     ]
    }
   ],
   "source": [
    "%pylab nbagg\n",
    "from pyFAI.gui import jupyter"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/javascript": [
       "/* Put everything inside the global mpl namespace */\n",
       "window.mpl = {};\n",
       "\n",
       "\n",
       "mpl.get_websocket_type = function() {\n",
       "    if (typeof(WebSocket) !== 'undefined') {\n",
       "        return WebSocket;\n",
       "    } else if (typeof(MozWebSocket) !== 'undefined') {\n",
       "        return MozWebSocket;\n",
       "    } else {\n",
       "        alert('Your browser does not have WebSocket support.' +\n",
       "              'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
       "              'Firefox 4 and 5 are also supported but you ' +\n",
       "              'have to enable WebSockets in about:config.');\n",
       "    };\n",
       "}\n",
       "\n",
       "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n",
       "    this.id = figure_id;\n",
       "\n",
       "    this.ws = websocket;\n",
       "\n",
       "    this.supports_binary = (this.ws.binaryType != undefined);\n",
       "\n",
       "    if (!this.supports_binary) {\n",
       "        var warnings = document.getElementById(\"mpl-warnings\");\n",
       "        if (warnings) {\n",
       "            warnings.style.display = 'block';\n",
       "            warnings.textContent = (\n",
       "                \"This browser does not support binary websocket messages. \" +\n",
       "                    \"Performance may be slow.\");\n",
       "        }\n",
       "    }\n",
       "\n",
       "    this.imageObj = new Image();\n",
       "\n",
       "    this.context = undefined;\n",
       "    this.message = undefined;\n",
       "    this.canvas = undefined;\n",
       "    this.rubberband_canvas = undefined;\n",
       "    this.rubberband_context = undefined;\n",
       "    this.format_dropdown = undefined;\n",
       "\n",
       "    this.image_mode = 'full';\n",
       "\n",
       "    this.root = $('<div/>');\n",
       "    this._root_extra_style(this.root)\n",
       "    this.root.attr('style', 'display: inline-block');\n",
       "\n",
       "    $(parent_element).append(this.root);\n",
       "\n",
       "    this._init_header(this);\n",
       "    this._init_canvas(this);\n",
       "    this._init_toolbar(this);\n",
       "\n",
       "    var fig = this;\n",
       "\n",
       "    this.waiting = false;\n",
       "\n",
       "    this.ws.onopen =  function () {\n",
       "            fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n",
       "            fig.send_message(\"send_image_mode\", {});\n",
       "            if (mpl.ratio != 1) {\n",
       "                fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
       "            }\n",
       "            fig.send_message(\"refresh\", {});\n",
       "        }\n",
       "\n",
       "    this.imageObj.onload = function() {\n",
       "            if (fig.image_mode == 'full') {\n",
       "                // Full images could contain transparency (where diff images\n",
       "                // almost always do), so we need to clear the canvas so that\n",
       "                // there is no ghosting.\n",
       "                fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
       "            }\n",
       "            fig.context.drawImage(fig.imageObj, 0, 0);\n",
       "        };\n",
       "\n",
       "    this.imageObj.onunload = function() {\n",
       "        fig.ws.close();\n",
       "    }\n",
       "\n",
       "    this.ws.onmessage = this._make_on_message_function(this);\n",
       "\n",
       "    this.ondownload = ondownload;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_header = function() {\n",
       "    var titlebar = $(\n",
       "        '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
       "        'ui-helper-clearfix\"/>');\n",
       "    var titletext = $(\n",
       "        '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
       "        'text-align: center; padding: 3px;\"/>');\n",
       "    titlebar.append(titletext)\n",
       "    this.root.append(titlebar);\n",
       "    this.header = titletext[0];\n",
       "}\n",
       "\n",
       "\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_canvas = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var canvas_div = $('<div/>');\n",
       "\n",
       "    canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
       "\n",
       "    function canvas_keyboard_event(event) {\n",
       "        return fig.key_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    canvas_div.keydown('key_press', canvas_keyboard_event);\n",
       "    canvas_div.keyup('key_release', canvas_keyboard_event);\n",
       "    this.canvas_div = canvas_div\n",
       "    this._canvas_extra_style(canvas_div)\n",
       "    this.root.append(canvas_div);\n",
       "\n",
       "    var canvas = $('<canvas/>');\n",
       "    canvas.addClass('mpl-canvas');\n",
       "    canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
       "\n",
       "    this.canvas = canvas[0];\n",
       "    this.context = canvas[0].getContext(\"2d\");\n",
       "\n",
       "    var backingStore = this.context.backingStorePixelRatio ||\n",
       "\tthis.context.webkitBackingStorePixelRatio ||\n",
       "\tthis.context.mozBackingStorePixelRatio ||\n",
       "\tthis.context.msBackingStorePixelRatio ||\n",
       "\tthis.context.oBackingStorePixelRatio ||\n",
       "\tthis.context.backingStorePixelRatio || 1;\n",
       "\n",
       "    mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
       "\n",
       "    var rubberband = $('<canvas/>');\n",
       "    rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
       "\n",
       "    var pass_mouse_events = true;\n",
       "\n",
       "    canvas_div.resizable({\n",
       "        start: function(event, ui) {\n",
       "            pass_mouse_events = false;\n",
       "        },\n",
       "        resize: function(event, ui) {\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "        stop: function(event, ui) {\n",
       "            pass_mouse_events = true;\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "    });\n",
       "\n",
       "    function mouse_event_fn(event) {\n",
       "        if (pass_mouse_events)\n",
       "            return fig.mouse_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    rubberband.mousedown('button_press', mouse_event_fn);\n",
       "    rubberband.mouseup('button_release', mouse_event_fn);\n",
       "    // Throttle sequential mouse events to 1 every 20ms.\n",
       "    rubberband.mousemove('motion_notify', mouse_event_fn);\n",
       "\n",
       "    rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
       "    rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
       "\n",
       "    canvas_div.on(\"wheel\", function (event) {\n",
       "        event = event.originalEvent;\n",
       "        event['data'] = 'scroll'\n",
       "        if (event.deltaY < 0) {\n",
       "            event.step = 1;\n",
       "        } else {\n",
       "            event.step = -1;\n",
       "        }\n",
       "        mouse_event_fn(event);\n",
       "    });\n",
       "\n",
       "    canvas_div.append(canvas);\n",
       "    canvas_div.append(rubberband);\n",
       "\n",
       "    this.rubberband = rubberband;\n",
       "    this.rubberband_canvas = rubberband[0];\n",
       "    this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
       "    this.rubberband_context.strokeStyle = \"#000000\";\n",
       "\n",
       "    this._resize_canvas = function(width, height) {\n",
       "        // Keep the size of the canvas, canvas container, and rubber band\n",
       "        // canvas in synch.\n",
       "        canvas_div.css('width', width)\n",
       "        canvas_div.css('height', height)\n",
       "\n",
       "        canvas.attr('width', width * mpl.ratio);\n",
       "        canvas.attr('height', height * mpl.ratio);\n",
       "        canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n",
       "\n",
       "        rubberband.attr('width', width);\n",
       "        rubberband.attr('height', height);\n",
       "    }\n",
       "\n",
       "    // Set the figure to an initial 600x600px, this will subsequently be updated\n",
       "    // upon first draw.\n",
       "    this._resize_canvas(600, 600);\n",
       "\n",
       "    // Disable right mouse context menu.\n",
       "    $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
       "        return false;\n",
       "    });\n",
       "\n",
       "    function set_focus () {\n",
       "        canvas.focus();\n",
       "        canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    window.setTimeout(set_focus, 100);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_toolbar = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var nav_element = $('<div/>')\n",
       "    nav_element.attr('style', 'width: 100%');\n",
       "    this.root.append(nav_element);\n",
       "\n",
       "    // Define a callback function for later on.\n",
       "    function toolbar_event(event) {\n",
       "        return fig.toolbar_button_onclick(event['data']);\n",
       "    }\n",
       "    function toolbar_mouse_event(event) {\n",
       "        return fig.toolbar_button_onmouseover(event['data']);\n",
       "    }\n",
       "\n",
       "    for(var toolbar_ind in mpl.toolbar_items) {\n",
       "        var name = mpl.toolbar_items[toolbar_ind][0];\n",
       "        var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
       "        var image = mpl.toolbar_items[toolbar_ind][2];\n",
       "        var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
       "\n",
       "        if (!name) {\n",
       "            // put a spacer in here.\n",
       "            continue;\n",
       "        }\n",
       "        var button = $('<button/>');\n",
       "        button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
       "                        'ui-button-icon-only');\n",
       "        button.attr('role', 'button');\n",
       "        button.attr('aria-disabled', 'false');\n",
       "        button.click(method_name, toolbar_event);\n",
       "        button.mouseover(tooltip, toolbar_mouse_event);\n",
       "\n",
       "        var icon_img = $('<span/>');\n",
       "        icon_img.addClass('ui-button-icon-primary ui-icon');\n",
       "        icon_img.addClass(image);\n",
       "        icon_img.addClass('ui-corner-all');\n",
       "\n",
       "        var tooltip_span = $('<span/>');\n",
       "        tooltip_span.addClass('ui-button-text');\n",
       "        tooltip_span.html(tooltip);\n",
       "\n",
       "        button.append(icon_img);\n",
       "        button.append(tooltip_span);\n",
       "\n",
       "        nav_element.append(button);\n",
       "    }\n",
       "\n",
       "    var fmt_picker_span = $('<span/>');\n",
       "\n",
       "    var fmt_picker = $('<select/>');\n",
       "    fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
       "    fmt_picker_span.append(fmt_picker);\n",
       "    nav_element.append(fmt_picker_span);\n",
       "    this.format_dropdown = fmt_picker[0];\n",
       "\n",
       "    for (var ind in mpl.extensions) {\n",
       "        var fmt = mpl.extensions[ind];\n",
       "        var option = $(\n",
       "            '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
       "        fmt_picker.append(option)\n",
       "    }\n",
       "\n",
       "    // Add hover states to the ui-buttons\n",
       "    $( \".ui-button\" ).hover(\n",
       "        function() { $(this).addClass(\"ui-state-hover\");},\n",
       "        function() { $(this).removeClass(\"ui-state-hover\");}\n",
       "    );\n",
       "\n",
       "    var status_bar = $('<span class=\"mpl-message\"/>');\n",
       "    nav_element.append(status_bar);\n",
       "    this.message = status_bar[0];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
       "    // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
       "    // which will in turn request a refresh of the image.\n",
       "    this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.send_message = function(type, properties) {\n",
       "    properties['type'] = type;\n",
       "    properties['figure_id'] = this.id;\n",
       "    this.ws.send(JSON.stringify(properties));\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.send_draw_message = function() {\n",
       "    if (!this.waiting) {\n",
       "        this.waiting = true;\n",
       "        this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
       "    }\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
       "    var format_dropdown = fig.format_dropdown;\n",
       "    var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
       "    fig.ondownload(fig, format);\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
       "    var size = msg['size'];\n",
       "    if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
       "        fig._resize_canvas(size[0], size[1]);\n",
       "        fig.send_message(\"refresh\", {});\n",
       "    };\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
       "    var x0 = msg['x0'] / mpl.ratio;\n",
       "    var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
       "    var x1 = msg['x1'] / mpl.ratio;\n",
       "    var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
       "    x0 = Math.floor(x0) + 0.5;\n",
       "    y0 = Math.floor(y0) + 0.5;\n",
       "    x1 = Math.floor(x1) + 0.5;\n",
       "    y1 = Math.floor(y1) + 0.5;\n",
       "    var min_x = Math.min(x0, x1);\n",
       "    var min_y = Math.min(y0, y1);\n",
       "    var width = Math.abs(x1 - x0);\n",
       "    var height = Math.abs(y1 - y0);\n",
       "\n",
       "    fig.rubberband_context.clearRect(\n",
       "        0, 0, fig.canvas.width, fig.canvas.height);\n",
       "\n",
       "    fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
       "    // Updates the figure title.\n",
       "    fig.header.textContent = msg['label'];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
       "    var cursor = msg['cursor'];\n",
       "    switch(cursor)\n",
       "    {\n",
       "    case 0:\n",
       "        cursor = 'pointer';\n",
       "        break;\n",
       "    case 1:\n",
       "        cursor = 'default';\n",
       "        break;\n",
       "    case 2:\n",
       "        cursor = 'crosshair';\n",
       "        break;\n",
       "    case 3:\n",
       "        cursor = 'move';\n",
       "        break;\n",
       "    }\n",
       "    fig.rubberband_canvas.style.cursor = cursor;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_message = function(fig, msg) {\n",
       "    fig.message.textContent = msg['message'];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_draw = function(fig, msg) {\n",
       "    // Request the server to send over a new figure.\n",
       "    fig.send_draw_message();\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n",
       "    fig.image_mode = msg['mode'];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.updated_canvas_event = function() {\n",
       "    // Called whenever the canvas gets updated.\n",
       "    this.send_message(\"ack\", {});\n",
       "}\n",
       "\n",
       "// A function to construct a web socket function for onmessage handling.\n",
       "// Called in the figure constructor.\n",
       "mpl.figure.prototype._make_on_message_function = function(fig) {\n",
       "    return function socket_on_message(evt) {\n",
       "        if (evt.data instanceof Blob) {\n",
       "            /* FIXME: We get \"Resource interpreted as Image but\n",
       "             * transferred with MIME type text/plain:\" errors on\n",
       "             * Chrome.  But how to set the MIME type?  It doesn't seem\n",
       "             * to be part of the websocket stream */\n",
       "            evt.data.type = \"image/png\";\n",
       "\n",
       "            /* Free the memory for the previous frames */\n",
       "            if (fig.imageObj.src) {\n",
       "                (window.URL || window.webkitURL).revokeObjectURL(\n",
       "                    fig.imageObj.src);\n",
       "            }\n",
       "\n",
       "            fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
       "                evt.data);\n",
       "            fig.updated_canvas_event();\n",
       "            fig.waiting = false;\n",
       "            return;\n",
       "        }\n",
       "        else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n",
       "            fig.imageObj.src = evt.data;\n",
       "            fig.updated_canvas_event();\n",
       "            fig.waiting = false;\n",
       "            return;\n",
       "        }\n",
       "\n",
       "        var msg = JSON.parse(evt.data);\n",
       "        var msg_type = msg['type'];\n",
       "\n",
       "        // Call the  \"handle_{type}\" callback, which takes\n",
       "        // the figure and JSON message as its only arguments.\n",
       "        try {\n",
       "            var callback = fig[\"handle_\" + msg_type];\n",
       "        } catch (e) {\n",
       "            console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n",
       "            return;\n",
       "        }\n",
       "\n",
       "        if (callback) {\n",
       "            try {\n",
       "                // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
       "                callback(fig, msg);\n",
       "            } catch (e) {\n",
       "                console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n",
       "            }\n",
       "        }\n",
       "    };\n",
       "}\n",
       "\n",
       "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
       "mpl.findpos = function(e) {\n",
       "    //this section is from http://www.quirksmode.org/js/events_properties.html\n",
       "    var targ;\n",
       "    if (!e)\n",
       "        e = window.event;\n",
       "    if (e.target)\n",
       "        targ = e.target;\n",
       "    else if (e.srcElement)\n",
       "        targ = e.srcElement;\n",
       "    if (targ.nodeType == 3) // defeat Safari bug\n",
       "        targ = targ.parentNode;\n",
       "\n",
       "    // jQuery normalizes the pageX and pageY\n",
       "    // pageX,Y are the mouse positions relative to the document\n",
       "    // offset() returns the position of the element relative to the document\n",
       "    var x = e.pageX - $(targ).offset().left;\n",
       "    var y = e.pageY - $(targ).offset().top;\n",
       "\n",
       "    return {\"x\": x, \"y\": y};\n",
       "};\n",
       "\n",
       "/*\n",
       " * return a copy of an object with only non-object keys\n",
       " * we need this to avoid circular references\n",
       " * http://stackoverflow.com/a/24161582/3208463\n",
       " */\n",
       "function simpleKeys (original) {\n",
       "  return Object.keys(original).reduce(function (obj, key) {\n",
       "    if (typeof original[key] !== 'object')\n",
       "        obj[key] = original[key]\n",
       "    return obj;\n",
       "  }, {});\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.mouse_event = function(event, name) {\n",
       "    var canvas_pos = mpl.findpos(event)\n",
       "\n",
       "    if (name === 'button_press')\n",
       "    {\n",
       "        this.canvas.focus();\n",
       "        this.canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    var x = canvas_pos.x * mpl.ratio;\n",
       "    var y = canvas_pos.y * mpl.ratio;\n",
       "\n",
       "    this.send_message(name, {x: x, y: y, button: event.button,\n",
       "                             step: event.step,\n",
       "                             guiEvent: simpleKeys(event)});\n",
       "\n",
       "    /* This prevents the web browser from automatically changing to\n",
       "     * the text insertion cursor when the button is pressed.  We want\n",
       "     * to control all of the cursor setting manually through the\n",
       "     * 'cursor' event from matplotlib */\n",
       "    event.preventDefault();\n",
       "    return false;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._key_event_extra = function(event, name) {\n",
       "    // Handle any extra behaviour associated with a key event\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.key_event = function(event, name) {\n",
       "\n",
       "    // Prevent repeat events\n",
       "    if (name == 'key_press')\n",
       "    {\n",
       "        if (event.which === this._key)\n",
       "            return;\n",
       "        else\n",
       "            this._key = event.which;\n",
       "    }\n",
       "    if (name == 'key_release')\n",
       "        this._key = null;\n",
       "\n",
       "    var value = '';\n",
       "    if (event.ctrlKey && event.which != 17)\n",
       "        value += \"ctrl+\";\n",
       "    if (event.altKey && event.which != 18)\n",
       "        value += \"alt+\";\n",
       "    if (event.shiftKey && event.which != 16)\n",
       "        value += \"shift+\";\n",
       "\n",
       "    value += 'k';\n",
       "    value += event.which.toString();\n",
       "\n",
       "    this._key_event_extra(event, name);\n",
       "\n",
       "    this.send_message(name, {key: value,\n",
       "                             guiEvent: simpleKeys(event)});\n",
       "    return false;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n",
       "    if (name == 'download') {\n",
       "        this.handle_save(this, null);\n",
       "    } else {\n",
       "        this.send_message(\"toolbar_button\", {name: name});\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n",
       "    this.message.textContent = tooltip;\n",
       "};\n",
       "mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to  previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
       "\n",
       "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
       "\n",
       "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n",
       "    // Create a \"websocket\"-like object which calls the given IPython comm\n",
       "    // object with the appropriate methods. Currently this is a non binary\n",
       "    // socket, so there is still some room for performance tuning.\n",
       "    var ws = {};\n",
       "\n",
       "    ws.close = function() {\n",
       "        comm.close()\n",
       "    };\n",
       "    ws.send = function(m) {\n",
       "        //console.log('sending', m);\n",
       "        comm.send(m);\n",
       "    };\n",
       "    // Register the callback with on_msg.\n",
       "    comm.on_msg(function(msg) {\n",
       "        //console.log('receiving', msg['content']['data'], msg);\n",
       "        // Pass the mpl event to the overriden (by mpl) onmessage function.\n",
       "        ws.onmessage(msg['content']['data'])\n",
       "    });\n",
       "    return ws;\n",
       "}\n",
       "\n",
       "mpl.mpl_figure_comm = function(comm, msg) {\n",
       "    // This is the function which gets called when the mpl process\n",
       "    // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
       "\n",
       "    var id = msg.content.data.id;\n",
       "    // Get hold of the div created by the display call when the Comm\n",
       "    // socket was opened in Python.\n",
       "    var element = $(\"#\" + id);\n",
       "    var ws_proxy = comm_websocket_adapter(comm)\n",
       "\n",
       "    function ondownload(figure, format) {\n",
       "        window.open(figure.imageObj.src);\n",
       "    }\n",
       "\n",
       "    var fig = new mpl.figure(id, ws_proxy,\n",
       "                           ondownload,\n",
       "                           element.get(0));\n",
       "\n",
       "    // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
       "    // web socket which is closed, not our websocket->open comm proxy.\n",
       "    ws_proxy.onopen();\n",
       "\n",
       "    fig.parent_element = element.get(0);\n",
       "    fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
       "    if (!fig.cell_info) {\n",
       "        console.error(\"Failed to find cell for figure\", id, fig);\n",
       "        return;\n",
       "    }\n",
       "\n",
       "    var output_index = fig.cell_info[2]\n",
       "    var cell = fig.cell_info[0];\n",
       "\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_close = function(fig, msg) {\n",
       "    var width = fig.canvas.width/mpl.ratio\n",
       "    fig.root.unbind('remove')\n",
       "\n",
       "    // Update the output cell to use the data from the current canvas.\n",
       "    fig.push_to_output();\n",
       "    var dataURL = fig.canvas.toDataURL();\n",
       "    // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
       "    // the notebook keyboard shortcuts fail.\n",
       "    IPython.keyboard_manager.enable()\n",
       "    $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n",
       "    fig.close_ws(fig, msg);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.close_ws = function(fig, msg){\n",
       "    fig.send_message('closing', msg);\n",
       "    // fig.ws.close()\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
       "    // Turn the data on the canvas into data in the output cell.\n",
       "    var width = this.canvas.width/mpl.ratio\n",
       "    var dataURL = this.canvas.toDataURL();\n",
       "    this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.updated_canvas_event = function() {\n",
       "    // Tell IPython that the notebook contents must change.\n",
       "    IPython.notebook.set_dirty(true);\n",
       "    this.send_message(\"ack\", {});\n",
       "    var fig = this;\n",
       "    // Wait a second, then push the new image to the DOM so\n",
       "    // that it is saved nicely (might be nice to debounce this).\n",
       "    setTimeout(function () { fig.push_to_output() }, 1000);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_toolbar = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var nav_element = $('<div/>')\n",
       "    nav_element.attr('style', 'width: 100%');\n",
       "    this.root.append(nav_element);\n",
       "\n",
       "    // Define a callback function for later on.\n",
       "    function toolbar_event(event) {\n",
       "        return fig.toolbar_button_onclick(event['data']);\n",
       "    }\n",
       "    function toolbar_mouse_event(event) {\n",
       "        return fig.toolbar_button_onmouseover(event['data']);\n",
       "    }\n",
       "\n",
       "    for(var toolbar_ind in mpl.toolbar_items){\n",
       "        var name = mpl.toolbar_items[toolbar_ind][0];\n",
       "        var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
       "        var image = mpl.toolbar_items[toolbar_ind][2];\n",
       "        var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
       "\n",
       "        if (!name) { continue; };\n",
       "\n",
       "        var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n",
       "        button.click(method_name, toolbar_event);\n",
       "        button.mouseover(tooltip, toolbar_mouse_event);\n",
       "        nav_element.append(button);\n",
       "    }\n",
       "\n",
       "    // Add the status bar.\n",
       "    var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n",
       "    nav_element.append(status_bar);\n",
       "    this.message = status_bar[0];\n",
       "\n",
       "    // Add the close button to the window.\n",
       "    var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n",
       "    var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n",
       "    button.click(function (evt) { fig.handle_close(fig, {}); } );\n",
       "    button.mouseover('Stop Interaction', toolbar_mouse_event);\n",
       "    buttongrp.append(button);\n",
       "    var titlebar = this.root.find($('.ui-dialog-titlebar'));\n",
       "    titlebar.prepend(buttongrp);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function(el){\n",
       "    var fig = this\n",
       "    el.on(\"remove\", function(){\n",
       "\tfig.close_ws(fig, {});\n",
       "    });\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function(el){\n",
       "    // this is important to make the div 'focusable\n",
       "    el.attr('tabindex', 0)\n",
       "    // reach out to IPython and tell the keyboard manager to turn it's self\n",
       "    // off when our div gets focus\n",
       "\n",
       "    // location in version 3\n",
       "    if (IPython.notebook.keyboard_manager) {\n",
       "        IPython.notebook.keyboard_manager.register_events(el);\n",
       "    }\n",
       "    else {\n",
       "        // location in version 2\n",
       "        IPython.keyboard_manager.register_events(el);\n",
       "    }\n",
       "\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._key_event_extra = function(event, name) {\n",
       "    var manager = IPython.notebook.keyboard_manager;\n",
       "    if (!manager)\n",
       "        manager = IPython.keyboard_manager;\n",
       "\n",
       "    // Check for shift+enter\n",
       "    if (event.shiftKey && event.which == 13) {\n",
       "        this.canvas_div.blur();\n",
       "        event.shiftKey = false;\n",
       "        // Send a \"J\" for go to next cell\n",
       "        event.which = 74;\n",
       "        event.keyCode = 74;\n",
       "        manager.command_mode();\n",
       "        manager.handle_keydown(event);\n",
       "    }\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
       "    fig.ondownload(fig, null);\n",
       "}\n",
       "\n",
       "\n",
       "mpl.find_output_cell = function(html_output) {\n",
       "    // Return the cell and output element which can be found *uniquely* in the notebook.\n",
       "    // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
       "    // IPython event is triggered only after the cells have been serialised, which for\n",
       "    // our purposes (turning an active figure into a static one), is too late.\n",
       "    var cells = IPython.notebook.get_cells();\n",
       "    var ncells = cells.length;\n",
       "    for (var i=0; i<ncells; i++) {\n",
       "        var cell = cells[i];\n",
       "        if (cell.cell_type === 'code'){\n",
       "            for (var j=0; j<cell.output_area.outputs.length; j++) {\n",
       "                var data = cell.output_area.outputs[j];\n",
       "                if (data.data) {\n",
       "                    // IPython >= 3 moved mimebundle to data attribute of output\n",
       "                    data = data.data;\n",
       "                }\n",
       "                if (data['text/html'] == html_output) {\n",
       "                    return [cell, data, j];\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "}\n",
       "\n",
       "// Register the function which deals with the matplotlib target/channel.\n",
       "// The kernel may be null if the page has been refreshed.\n",
       "if (IPython.notebook.kernel != null) {\n",
       "    IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n",
       "}\n"
      ],
      "text/plain": [
       "<IPython.core.display.Javascript object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<img src=\"data:image/png;base64,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\" width=\"640\">"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x7fc7eeda6ac8>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "jupyter.display(hd.mask, label=\"Mask\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "\n",
    "## Detector definition files as NeXus files\n",
    "\n",
    "Any detector object in pyFAI can be saved into an HDF5 file following the NeXus convention [Könnecke et al., 2015, J. Appl. Cryst. 48, 301-305.]. Detector objects can subsequently be restored from disk, making complex detector definitions less error prone. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "FReLoN detector from NeXus file: halfccd.h5\t PixelSize= 4.842e-05, 4.684e-05 m\n",
      "Mask is the same:  True\n",
      "Pixel positions are the same:  True\n",
      "Number of masked pixels 34382\n"
     ]
    }
   ],
   "source": [
    "h5_file = \"halfccd.h5\"\n",
    "hd.save(h5_file)\n",
    "new_det = pyFAI.detector_factory(h5_file)\n",
    "print(new_det)\n",
    "print(\"Mask is the same: \", numpy.allclose(new_det.mask, hd.mask))\n",
    "print(\"Pixel positions are the same: \", numpy.allclose(new_det.get_pixel_corners(), hd.get_pixel_corners()))\n",
    "print(\"Number of masked pixels\", new_det.mask.sum())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Pixels of an area detector are saved as a four-dimensional dataset: i.e. a two-dimensional array of vertices pointing to every corner of each pixel, generating an array of dimension (Ny, Nx, Nc, 3), where Nx and Ny are the dimensions of the detector, Nc is the number of corners of each pixel, usually four, and the last entry contains the coordinates of the vertex itself (in the order: Z, Y, X). \n",
    "\n",
    "This kind of definition, while relying on large description files, can address some of the most complex detector layouts. They will be presented a bit later in this tutorial."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Size of Spline-file: 1183\n",
      "Size of Nexus-file: 107254087\n"
     ]
    }
   ],
   "source": [
    "print(\"Size of Spline-file:\", os.stat(spline_file).st_size)\n",
    "print(\"Size of Nexus-file:\", os.stat(h5_file).st_size)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The HDF5 file is indeed much larger than the spline file. \n",
    "\n",
    "## Modify a detector and saving\n",
    "\n",
    "One may want to define a new mask (or flat-field) for its detector and save the mask with the detector definition. \n",
    "Here, we create a copy of the detector and reset its mask to enable all pixels in the detector and save the new  detector instance into another file."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "No pixels are masked 0\n"
     ]
    }
   ],
   "source": [
    "import copy\n",
    "nomask_file = \"nomask.h5\"\n",
    "nomask = copy.deepcopy(new_det)\n",
    "nomask.mask = numpy.zeros_like(new_det.mask)\n",
    "nomask.save(nomask_file)\n",
    "nomask = pyFAI.detector_factory(\"nomask.h5\")\n",
    "print(\"No pixels are masked\",nomask.mask.sum())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Wrap up**\n",
    "\n",
    "In this section we have seen how detectors are defined in pyFAI, how they can be created, either from the list of the parametrized ones, or from spline files, or from NeXus detector files. \n",
    "We have also seen how to save and subsequently restore a detector instance, preserving the modifications made."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Distortion correction\n",
    "\n",
    "Once the position of every single pixel in space is known, one can benefit from the regridding engine of pyFAI adapted to image distortion correction tasks. \n",
    "The *pyFAI.distortion.Distortion* class is the equivalent of the *pyFAI.AzimuthalIntegrator* for distortion. \n",
    "Provided with a detector definition, it enables the correction of a set of images by using the same kind of look-up tables as for azimuthal integration."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Distortion correction csr on device None for detector shape (1025, 2048):\n",
      "NexusDetector detector from NeXus file: nomask.h5\t PixelSize= 4.842e-05, 4.684e-05 m\n"
     ]
    }
   ],
   "source": [
    "from pyFAI.distortion import Distortion\n",
    "dis = Distortion(nomask)\n",
    "print(dis)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### FReLoN detector\n",
    "\n",
    "First load the image to be corrected, then correct it for geometric distortion.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "ERROR:pyFAI.distortion:The image shape ((1024, 2048)) is not the same as the detector ((1025, 2048)). Adapting shape ...\n"
     ]
    },
    {
     "data": {
      "application/javascript": [
       "/* Put everything inside the global mpl namespace */\n",
       "window.mpl = {};\n",
       "\n",
       "\n",
       "mpl.get_websocket_type = function() {\n",
       "    if (typeof(WebSocket) !== 'undefined') {\n",
       "        return WebSocket;\n",
       "    } else if (typeof(MozWebSocket) !== 'undefined') {\n",
       "        return MozWebSocket;\n",
       "    } else {\n",
       "        alert('Your browser does not have WebSocket support.' +\n",
       "              'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
       "              'Firefox 4 and 5 are also supported but you ' +\n",
       "              'have to enable WebSockets in about:config.');\n",
       "    };\n",
       "}\n",
       "\n",
       "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n",
       "    this.id = figure_id;\n",
       "\n",
       "    this.ws = websocket;\n",
       "\n",
       "    this.supports_binary = (this.ws.binaryType != undefined);\n",
       "\n",
       "    if (!this.supports_binary) {\n",
       "        var warnings = document.getElementById(\"mpl-warnings\");\n",
       "        if (warnings) {\n",
       "            warnings.style.display = 'block';\n",
       "            warnings.textContent = (\n",
       "                \"This browser does not support binary websocket messages. \" +\n",
       "                    \"Performance may be slow.\");\n",
       "        }\n",
       "    }\n",
       "\n",
       "    this.imageObj = new Image();\n",
       "\n",
       "    this.context = undefined;\n",
       "    this.message = undefined;\n",
       "    this.canvas = undefined;\n",
       "    this.rubberband_canvas = undefined;\n",
       "    this.rubberband_context = undefined;\n",
       "    this.format_dropdown = undefined;\n",
       "\n",
       "    this.image_mode = 'full';\n",
       "\n",
       "    this.root = $('<div/>');\n",
       "    this._root_extra_style(this.root)\n",
       "    this.root.attr('style', 'display: inline-block');\n",
       "\n",
       "    $(parent_element).append(this.root);\n",
       "\n",
       "    this._init_header(this);\n",
       "    this._init_canvas(this);\n",
       "    this._init_toolbar(this);\n",
       "\n",
       "    var fig = this;\n",
       "\n",
       "    this.waiting = false;\n",
       "\n",
       "    this.ws.onopen =  function () {\n",
       "            fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n",
       "            fig.send_message(\"send_image_mode\", {});\n",
       "            if (mpl.ratio != 1) {\n",
       "                fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
       "            }\n",
       "            fig.send_message(\"refresh\", {});\n",
       "        }\n",
       "\n",
       "    this.imageObj.onload = function() {\n",
       "            if (fig.image_mode == 'full') {\n",
       "                // Full images could contain transparency (where diff images\n",
       "                // almost always do), so we need to clear the canvas so that\n",
       "                // there is no ghosting.\n",
       "                fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
       "            }\n",
       "            fig.context.drawImage(fig.imageObj, 0, 0);\n",
       "        };\n",
       "\n",
       "    this.imageObj.onunload = function() {\n",
       "        fig.ws.close();\n",
       "    }\n",
       "\n",
       "    this.ws.onmessage = this._make_on_message_function(this);\n",
       "\n",
       "    this.ondownload = ondownload;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_header = function() {\n",
       "    var titlebar = $(\n",
       "        '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
       "        'ui-helper-clearfix\"/>');\n",
       "    var titletext = $(\n",
       "        '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
       "        'text-align: center; padding: 3px;\"/>');\n",
       "    titlebar.append(titletext)\n",
       "    this.root.append(titlebar);\n",
       "    this.header = titletext[0];\n",
       "}\n",
       "\n",
       "\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_canvas = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var canvas_div = $('<div/>');\n",
       "\n",
       "    canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
       "\n",
       "    function canvas_keyboard_event(event) {\n",
       "        return fig.key_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    canvas_div.keydown('key_press', canvas_keyboard_event);\n",
       "    canvas_div.keyup('key_release', canvas_keyboard_event);\n",
       "    this.canvas_div = canvas_div\n",
       "    this._canvas_extra_style(canvas_div)\n",
       "    this.root.append(canvas_div);\n",
       "\n",
       "    var canvas = $('<canvas/>');\n",
       "    canvas.addClass('mpl-canvas');\n",
       "    canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
       "\n",
       "    this.canvas = canvas[0];\n",
       "    this.context = canvas[0].getContext(\"2d\");\n",
       "\n",
       "    var backingStore = this.context.backingStorePixelRatio ||\n",
       "\tthis.context.webkitBackingStorePixelRatio ||\n",
       "\tthis.context.mozBackingStorePixelRatio ||\n",
       "\tthis.context.msBackingStorePixelRatio ||\n",
       "\tthis.context.oBackingStorePixelRatio ||\n",
       "\tthis.context.backingStorePixelRatio || 1;\n",
       "\n",
       "    mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
       "\n",
       "    var rubberband = $('<canvas/>');\n",
       "    rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
       "\n",
       "    var pass_mouse_events = true;\n",
       "\n",
       "    canvas_div.resizable({\n",
       "        start: function(event, ui) {\n",
       "            pass_mouse_events = false;\n",
       "        },\n",
       "        resize: function(event, ui) {\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "        stop: function(event, ui) {\n",
       "            pass_mouse_events = true;\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "    });\n",
       "\n",
       "    function mouse_event_fn(event) {\n",
       "        if (pass_mouse_events)\n",
       "            return fig.mouse_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    rubberband.mousedown('button_press', mouse_event_fn);\n",
       "    rubberband.mouseup('button_release', mouse_event_fn);\n",
       "    // Throttle sequential mouse events to 1 every 20ms.\n",
       "    rubberband.mousemove('motion_notify', mouse_event_fn);\n",
       "\n",
       "    rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
       "    rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
       "\n",
       "    canvas_div.on(\"wheel\", function (event) {\n",
       "        event = event.originalEvent;\n",
       "        event['data'] = 'scroll'\n",
       "        if (event.deltaY < 0) {\n",
       "            event.step = 1;\n",
       "        } else {\n",
       "            event.step = -1;\n",
       "        }\n",
       "        mouse_event_fn(event);\n",
       "    });\n",
       "\n",
       "    canvas_div.append(canvas);\n",
       "    canvas_div.append(rubberband);\n",
       "\n",
       "    this.rubberband = rubberband;\n",
       "    this.rubberband_canvas = rubberband[0];\n",
       "    this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
       "    this.rubberband_context.strokeStyle = \"#000000\";\n",
       "\n",
       "    this._resize_canvas = function(width, height) {\n",
       "        // Keep the size of the canvas, canvas container, and rubber band\n",
       "        // canvas in synch.\n",
       "        canvas_div.css('width', width)\n",
       "        canvas_div.css('height', height)\n",
       "\n",
       "        canvas.attr('width', width * mpl.ratio);\n",
       "        canvas.attr('height', height * mpl.ratio);\n",
       "        canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n",
       "\n",
       "        rubberband.attr('width', width);\n",
       "        rubberband.attr('height', height);\n",
       "    }\n",
       "\n",
       "    // Set the figure to an initial 600x600px, this will subsequently be updated\n",
       "    // upon first draw.\n",
       "    this._resize_canvas(600, 600);\n",
       "\n",
       "    // Disable right mouse context menu.\n",
       "    $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
       "        return false;\n",
       "    });\n",
       "\n",
       "    function set_focus () {\n",
       "        canvas.focus();\n",
       "        canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    window.setTimeout(set_focus, 100);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_toolbar = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var nav_element = $('<div/>')\n",
       "    nav_element.attr('style', 'width: 100%');\n",
       "    this.root.append(nav_element);\n",
       "\n",
       "    // Define a callback function for later on.\n",
       "    function toolbar_event(event) {\n",
       "        return fig.toolbar_button_onclick(event['data']);\n",
       "    }\n",
       "    function toolbar_mouse_event(event) {\n",
       "        return fig.toolbar_button_onmouseover(event['data']);\n",
       "    }\n",
       "\n",
       "    for(var toolbar_ind in mpl.toolbar_items) {\n",
       "        var name = mpl.toolbar_items[toolbar_ind][0];\n",
       "        var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
       "        var image = mpl.toolbar_items[toolbar_ind][2];\n",
       "        var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
       "\n",
       "        if (!name) {\n",
       "            // put a spacer in here.\n",
       "            continue;\n",
       "        }\n",
       "        var button = $('<button/>');\n",
       "        button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
       "                        'ui-button-icon-only');\n",
       "        button.attr('role', 'button');\n",
       "        button.attr('aria-disabled', 'false');\n",
       "        button.click(method_name, toolbar_event);\n",
       "        button.mouseover(tooltip, toolbar_mouse_event);\n",
       "\n",
       "        var icon_img = $('<span/>');\n",
       "        icon_img.addClass('ui-button-icon-primary ui-icon');\n",
       "        icon_img.addClass(image);\n",
       "        icon_img.addClass('ui-corner-all');\n",
       "\n",
       "        var tooltip_span = $('<span/>');\n",
       "        tooltip_span.addClass('ui-button-text');\n",
       "        tooltip_span.html(tooltip);\n",
       "\n",
       "        button.append(icon_img);\n",
       "        button.append(tooltip_span);\n",
       "\n",
       "        nav_element.append(button);\n",
       "    }\n",
       "\n",
       "    var fmt_picker_span = $('<span/>');\n",
       "\n",
       "    var fmt_picker = $('<select/>');\n",
       "    fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
       "    fmt_picker_span.append(fmt_picker);\n",
       "    nav_element.append(fmt_picker_span);\n",
       "    this.format_dropdown = fmt_picker[0];\n",
       "\n",
       "    for (var ind in mpl.extensions) {\n",
       "        var fmt = mpl.extensions[ind];\n",
       "        var option = $(\n",
       "            '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
       "        fmt_picker.append(option)\n",
       "    }\n",
       "\n",
       "    // Add hover states to the ui-buttons\n",
       "    $( \".ui-button\" ).hover(\n",
       "        function() { $(this).addClass(\"ui-state-hover\");},\n",
       "        function() { $(this).removeClass(\"ui-state-hover\");}\n",
       "    );\n",
       "\n",
       "    var status_bar = $('<span class=\"mpl-message\"/>');\n",
       "    nav_element.append(status_bar);\n",
       "    this.message = status_bar[0];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
       "    // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
       "    // which will in turn request a refresh of the image.\n",
       "    this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.send_message = function(type, properties) {\n",
       "    properties['type'] = type;\n",
       "    properties['figure_id'] = this.id;\n",
       "    this.ws.send(JSON.stringify(properties));\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.send_draw_message = function() {\n",
       "    if (!this.waiting) {\n",
       "        this.waiting = true;\n",
       "        this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
       "    }\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
       "    var format_dropdown = fig.format_dropdown;\n",
       "    var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
       "    fig.ondownload(fig, format);\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
       "    var size = msg['size'];\n",
       "    if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
       "        fig._resize_canvas(size[0], size[1]);\n",
       "        fig.send_message(\"refresh\", {});\n",
       "    };\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
       "    var x0 = msg['x0'] / mpl.ratio;\n",
       "    var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
       "    var x1 = msg['x1'] / mpl.ratio;\n",
       "    var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
       "    x0 = Math.floor(x0) + 0.5;\n",
       "    y0 = Math.floor(y0) + 0.5;\n",
       "    x1 = Math.floor(x1) + 0.5;\n",
       "    y1 = Math.floor(y1) + 0.5;\n",
       "    var min_x = Math.min(x0, x1);\n",
       "    var min_y = Math.min(y0, y1);\n",
       "    var width = Math.abs(x1 - x0);\n",
       "    var height = Math.abs(y1 - y0);\n",
       "\n",
       "    fig.rubberband_context.clearRect(\n",
       "        0, 0, fig.canvas.width, fig.canvas.height);\n",
       "\n",
       "    fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
       "    // Updates the figure title.\n",
       "    fig.header.textContent = msg['label'];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
       "    var cursor = msg['cursor'];\n",
       "    switch(cursor)\n",
       "    {\n",
       "    case 0:\n",
       "        cursor = 'pointer';\n",
       "        break;\n",
       "    case 1:\n",
       "        cursor = 'default';\n",
       "        break;\n",
       "    case 2:\n",
       "        cursor = 'crosshair';\n",
       "        break;\n",
       "    case 3:\n",
       "        cursor = 'move';\n",
       "        break;\n",
       "    }\n",
       "    fig.rubberband_canvas.style.cursor = cursor;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_message = function(fig, msg) {\n",
       "    fig.message.textContent = msg['message'];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_draw = function(fig, msg) {\n",
       "    // Request the server to send over a new figure.\n",
       "    fig.send_draw_message();\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n",
       "    fig.image_mode = msg['mode'];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.updated_canvas_event = function() {\n",
       "    // Called whenever the canvas gets updated.\n",
       "    this.send_message(\"ack\", {});\n",
       "}\n",
       "\n",
       "// A function to construct a web socket function for onmessage handling.\n",
       "// Called in the figure constructor.\n",
       "mpl.figure.prototype._make_on_message_function = function(fig) {\n",
       "    return function socket_on_message(evt) {\n",
       "        if (evt.data instanceof Blob) {\n",
       "            /* FIXME: We get \"Resource interpreted as Image but\n",
       "             * transferred with MIME type text/plain:\" errors on\n",
       "             * Chrome.  But how to set the MIME type?  It doesn't seem\n",
       "             * to be part of the websocket stream */\n",
       "            evt.data.type = \"image/png\";\n",
       "\n",
       "            /* Free the memory for the previous frames */\n",
       "            if (fig.imageObj.src) {\n",
       "                (window.URL || window.webkitURL).revokeObjectURL(\n",
       "                    fig.imageObj.src);\n",
       "            }\n",
       "\n",
       "            fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
       "                evt.data);\n",
       "            fig.updated_canvas_event();\n",
       "            fig.waiting = false;\n",
       "            return;\n",
       "        }\n",
       "        else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n",
       "            fig.imageObj.src = evt.data;\n",
       "            fig.updated_canvas_event();\n",
       "            fig.waiting = false;\n",
       "            return;\n",
       "        }\n",
       "\n",
       "        var msg = JSON.parse(evt.data);\n",
       "        var msg_type = msg['type'];\n",
       "\n",
       "        // Call the  \"handle_{type}\" callback, which takes\n",
       "        // the figure and JSON message as its only arguments.\n",
       "        try {\n",
       "            var callback = fig[\"handle_\" + msg_type];\n",
       "        } catch (e) {\n",
       "            console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n",
       "            return;\n",
       "        }\n",
       "\n",
       "        if (callback) {\n",
       "            try {\n",
       "                // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
       "                callback(fig, msg);\n",
       "            } catch (e) {\n",
       "                console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n",
       "            }\n",
       "        }\n",
       "    };\n",
       "}\n",
       "\n",
       "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
       "mpl.findpos = function(e) {\n",
       "    //this section is from http://www.quirksmode.org/js/events_properties.html\n",
       "    var targ;\n",
       "    if (!e)\n",
       "        e = window.event;\n",
       "    if (e.target)\n",
       "        targ = e.target;\n",
       "    else if (e.srcElement)\n",
       "        targ = e.srcElement;\n",
       "    if (targ.nodeType == 3) // defeat Safari bug\n",
       "        targ = targ.parentNode;\n",
       "\n",
       "    // jQuery normalizes the pageX and pageY\n",
       "    // pageX,Y are the mouse positions relative to the document\n",
       "    // offset() returns the position of the element relative to the document\n",
       "    var x = e.pageX - $(targ).offset().left;\n",
       "    var y = e.pageY - $(targ).offset().top;\n",
       "\n",
       "    return {\"x\": x, \"y\": y};\n",
       "};\n",
       "\n",
       "/*\n",
       " * return a copy of an object with only non-object keys\n",
       " * we need this to avoid circular references\n",
       " * http://stackoverflow.com/a/24161582/3208463\n",
       " */\n",
       "function simpleKeys (original) {\n",
       "  return Object.keys(original).reduce(function (obj, key) {\n",
       "    if (typeof original[key] !== 'object')\n",
       "        obj[key] = original[key]\n",
       "    return obj;\n",
       "  }, {});\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.mouse_event = function(event, name) {\n",
       "    var canvas_pos = mpl.findpos(event)\n",
       "\n",
       "    if (name === 'button_press')\n",
       "    {\n",
       "        this.canvas.focus();\n",
       "        this.canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    var x = canvas_pos.x * mpl.ratio;\n",
       "    var y = canvas_pos.y * mpl.ratio;\n",
       "\n",
       "    this.send_message(name, {x: x, y: y, button: event.button,\n",
       "                             step: event.step,\n",
       "                             guiEvent: simpleKeys(event)});\n",
       "\n",
       "    /* This prevents the web browser from automatically changing to\n",
       "     * the text insertion cursor when the button is pressed.  We want\n",
       "     * to control all of the cursor setting manually through the\n",
       "     * 'cursor' event from matplotlib */\n",
       "    event.preventDefault();\n",
       "    return false;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._key_event_extra = function(event, name) {\n",
       "    // Handle any extra behaviour associated with a key event\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.key_event = function(event, name) {\n",
       "\n",
       "    // Prevent repeat events\n",
       "    if (name == 'key_press')\n",
       "    {\n",
       "        if (event.which === this._key)\n",
       "            return;\n",
       "        else\n",
       "            this._key = event.which;\n",
       "    }\n",
       "    if (name == 'key_release')\n",
       "        this._key = null;\n",
       "\n",
       "    var value = '';\n",
       "    if (event.ctrlKey && event.which != 17)\n",
       "        value += \"ctrl+\";\n",
       "    if (event.altKey && event.which != 18)\n",
       "        value += \"alt+\";\n",
       "    if (event.shiftKey && event.which != 16)\n",
       "        value += \"shift+\";\n",
       "\n",
       "    value += 'k';\n",
       "    value += event.which.toString();\n",
       "\n",
       "    this._key_event_extra(event, name);\n",
       "\n",
       "    this.send_message(name, {key: value,\n",
       "                             guiEvent: simpleKeys(event)});\n",
       "    return false;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n",
       "    if (name == 'download') {\n",
       "        this.handle_save(this, null);\n",
       "    } else {\n",
       "        this.send_message(\"toolbar_button\", {name: name});\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n",
       "    this.message.textContent = tooltip;\n",
       "};\n",
       "mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to  previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
       "\n",
       "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
       "\n",
       "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n",
       "    // Create a \"websocket\"-like object which calls the given IPython comm\n",
       "    // object with the appropriate methods. Currently this is a non binary\n",
       "    // socket, so there is still some room for performance tuning.\n",
       "    var ws = {};\n",
       "\n",
       "    ws.close = function() {\n",
       "        comm.close()\n",
       "    };\n",
       "    ws.send = function(m) {\n",
       "        //console.log('sending', m);\n",
       "        comm.send(m);\n",
       "    };\n",
       "    // Register the callback with on_msg.\n",
       "    comm.on_msg(function(msg) {\n",
       "        //console.log('receiving', msg['content']['data'], msg);\n",
       "        // Pass the mpl event to the overriden (by mpl) onmessage function.\n",
       "        ws.onmessage(msg['content']['data'])\n",
       "    });\n",
       "    return ws;\n",
       "}\n",
       "\n",
       "mpl.mpl_figure_comm = function(comm, msg) {\n",
       "    // This is the function which gets called when the mpl process\n",
       "    // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
       "\n",
       "    var id = msg.content.data.id;\n",
       "    // Get hold of the div created by the display call when the Comm\n",
       "    // socket was opened in Python.\n",
       "    var element = $(\"#\" + id);\n",
       "    var ws_proxy = comm_websocket_adapter(comm)\n",
       "\n",
       "    function ondownload(figure, format) {\n",
       "        window.open(figure.imageObj.src);\n",
       "    }\n",
       "\n",
       "    var fig = new mpl.figure(id, ws_proxy,\n",
       "                           ondownload,\n",
       "                           element.get(0));\n",
       "\n",
       "    // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
       "    // web socket which is closed, not our websocket->open comm proxy.\n",
       "    ws_proxy.onopen();\n",
       "\n",
       "    fig.parent_element = element.get(0);\n",
       "    fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
       "    if (!fig.cell_info) {\n",
       "        console.error(\"Failed to find cell for figure\", id, fig);\n",
       "        return;\n",
       "    }\n",
       "\n",
       "    var output_index = fig.cell_info[2]\n",
       "    var cell = fig.cell_info[0];\n",
       "\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_close = function(fig, msg) {\n",
       "    var width = fig.canvas.width/mpl.ratio\n",
       "    fig.root.unbind('remove')\n",
       "\n",
       "    // Update the output cell to use the data from the current canvas.\n",
       "    fig.push_to_output();\n",
       "    var dataURL = fig.canvas.toDataURL();\n",
       "    // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
       "    // the notebook keyboard shortcuts fail.\n",
       "    IPython.keyboard_manager.enable()\n",
       "    $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n",
       "    fig.close_ws(fig, msg);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.close_ws = function(fig, msg){\n",
       "    fig.send_message('closing', msg);\n",
       "    // fig.ws.close()\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
       "    // Turn the data on the canvas into data in the output cell.\n",
       "    var width = this.canvas.width/mpl.ratio\n",
       "    var dataURL = this.canvas.toDataURL();\n",
       "    this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.updated_canvas_event = function() {\n",
       "    // Tell IPython that the notebook contents must change.\n",
       "    IPython.notebook.set_dirty(true);\n",
       "    this.send_message(\"ack\", {});\n",
       "    var fig = this;\n",
       "    // Wait a second, then push the new image to the DOM so\n",
       "    // that it is saved nicely (might be nice to debounce this).\n",
       "    setTimeout(function () { fig.push_to_output() }, 1000);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_toolbar = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var nav_element = $('<div/>')\n",
       "    nav_element.attr('style', 'width: 100%');\n",
       "    this.root.append(nav_element);\n",
       "\n",
       "    // Define a callback function for later on.\n",
       "    function toolbar_event(event) {\n",
       "        return fig.toolbar_button_onclick(event['data']);\n",
       "    }\n",
       "    function toolbar_mouse_event(event) {\n",
       "        return fig.toolbar_button_onmouseover(event['data']);\n",
       "    }\n",
       "\n",
       "    for(var toolbar_ind in mpl.toolbar_items){\n",
       "        var name = mpl.toolbar_items[toolbar_ind][0];\n",
       "        var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
       "        var image = mpl.toolbar_items[toolbar_ind][2];\n",
       "        var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
       "\n",
       "        if (!name) { continue; };\n",
       "\n",
       "        var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n",
       "        button.click(method_name, toolbar_event);\n",
       "        button.mouseover(tooltip, toolbar_mouse_event);\n",
       "        nav_element.append(button);\n",
       "    }\n",
       "\n",
       "    // Add the status bar.\n",
       "    var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n",
       "    nav_element.append(status_bar);\n",
       "    this.message = status_bar[0];\n",
       "\n",
       "    // Add the close button to the window.\n",
       "    var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n",
       "    var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n",
       "    button.click(function (evt) { fig.handle_close(fig, {}); } );\n",
       "    button.mouseover('Stop Interaction', toolbar_mouse_event);\n",
       "    buttongrp.append(button);\n",
       "    var titlebar = this.root.find($('.ui-dialog-titlebar'));\n",
       "    titlebar.prepend(buttongrp);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function(el){\n",
       "    var fig = this\n",
       "    el.on(\"remove\", function(){\n",
       "\tfig.close_ws(fig, {});\n",
       "    });\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function(el){\n",
       "    // this is important to make the div 'focusable\n",
       "    el.attr('tabindex', 0)\n",
       "    // reach out to IPython and tell the keyboard manager to turn it's self\n",
       "    // off when our div gets focus\n",
       "\n",
       "    // location in version 3\n",
       "    if (IPython.notebook.keyboard_manager) {\n",
       "        IPython.notebook.keyboard_manager.register_events(el);\n",
       "    }\n",
       "    else {\n",
       "        // location in version 2\n",
       "        IPython.keyboard_manager.register_events(el);\n",
       "    }\n",
       "\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._key_event_extra = function(event, name) {\n",
       "    var manager = IPython.notebook.keyboard_manager;\n",
       "    if (!manager)\n",
       "        manager = IPython.keyboard_manager;\n",
       "\n",
       "    // Check for shift+enter\n",
       "    if (event.shiftKey && event.which == 13) {\n",
       "        this.canvas_div.blur();\n",
       "        event.shiftKey = false;\n",
       "        // Send a \"J\" for go to next cell\n",
       "        event.which = 74;\n",
       "        event.keyCode = 74;\n",
       "        manager.command_mode();\n",
       "        manager.handle_keydown(event);\n",
       "    }\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
       "    fig.ondownload(fig, null);\n",
       "}\n",
       "\n",
       "\n",
       "mpl.find_output_cell = function(html_output) {\n",
       "    // Return the cell and output element which can be found *uniquely* in the notebook.\n",
       "    // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
       "    // IPython event is triggered only after the cells have been serialised, which for\n",
       "    // our purposes (turning an active figure into a static one), is too late.\n",
       "    var cells = IPython.notebook.get_cells();\n",
       "    var ncells = cells.length;\n",
       "    for (var i=0; i<ncells; i++) {\n",
       "        var cell = cells[i];\n",
       "        if (cell.cell_type === 'code'){\n",
       "            for (var j=0; j<cell.output_area.outputs.length; j++) {\n",
       "                var data = cell.output_area.outputs[j];\n",
       "                if (data.data) {\n",
       "                    // IPython >= 3 moved mimebundle to data attribute of output\n",
       "                    data = data.data;\n",
       "                }\n",
       "                if (data['text/html'] == html_output) {\n",
       "                    return [cell, data, j];\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "}\n",
       "\n",
       "// Register the function which deals with the matplotlib target/channel.\n",
       "// The kernel may be null if the page has been refreshed.\n",
       "if (IPython.notebook.kernel != null) {\n",
       "    IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n",
       "}\n"
      ],
      "text/plain": [
       "<IPython.core.display.Javascript object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<img src=\"data:image/png;base64,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\" width=\"800\">"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x7fc7e0a4e6a0>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "halfccd_img = downloader.getfile(\"halfccd.edf\")\n",
    "import fabio\n",
    "raw = fabio.open(halfccd_img).data\n",
    "cor = dis.correct(raw, dummy=raw.min())\n",
    "\n",
    "#Then display raw and corrected imagesimages \n",
    "fig, ax = subplots(2, figsize=(8,8))\n",
    "\n",
    "jupyter.display(raw, label=\"Raw Image\", ax=ax[0])\n",
    "jupyter.display(cor, label=\"Corrected image\", ax=ax[1])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Nota:** in this case the image size (1024 lines) does not match the detector's number of lines (1025) hence pyFAI complains about it. \n",
    "Here, pyFAI patched the image on an empty image of the right size so that the processing can occur. \n",
    "\n",
    "In this example, the size of the pixels and the shape of the detector are preserved, discarding all pixels falling outside the detector's grid. \n",
    "\n",
    "One may want all pixels' intensity to be preserved in the transformation. By allowing the output array to be large enough to accomodate all pixels, the total intensity can be kept. For this, just enable the \"resize\" option in the constructor of *Distortion*:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "ERROR:pyFAI.distortion:The image shape ((1024, 2048)) is not the same as the detector ((1025, 2048)). Adapting shape ...\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Distortion correction csr on device None for detector shape (1045, 2052):\n",
      "Detector FReLoN\t Spline= /tmp/pyFAI_testdata_kieffer/halfccd.spline\t PixelSize= 4.842e-05, 4.684e-05 m\n",
      "After correction, the image has a different shape (1045, 2052)\n"
     ]
    }
   ],
   "source": [
    "dis1 = Distortion(hd, resize=True)\n",
    "cor = dis1.correct(raw)\n",
    "print(dis1)\n",
    "print(\"After correction, the image has a different shape\", cor.shape)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/javascript": [
       "/* Put everything inside the global mpl namespace */\n",
       "window.mpl = {};\n",
       "\n",
       "\n",
       "mpl.get_websocket_type = function() {\n",
       "    if (typeof(WebSocket) !== 'undefined') {\n",
       "        return WebSocket;\n",
       "    } else if (typeof(MozWebSocket) !== 'undefined') {\n",
       "        return MozWebSocket;\n",
       "    } else {\n",
       "        alert('Your browser does not have WebSocket support.' +\n",
       "              'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
       "              'Firefox 4 and 5 are also supported but you ' +\n",
       "              'have to enable WebSockets in about:config.');\n",
       "    };\n",
       "}\n",
       "\n",
       "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n",
       "    this.id = figure_id;\n",
       "\n",
       "    this.ws = websocket;\n",
       "\n",
       "    this.supports_binary = (this.ws.binaryType != undefined);\n",
       "\n",
       "    if (!this.supports_binary) {\n",
       "        var warnings = document.getElementById(\"mpl-warnings\");\n",
       "        if (warnings) {\n",
       "            warnings.style.display = 'block';\n",
       "            warnings.textContent = (\n",
       "                \"This browser does not support binary websocket messages. \" +\n",
       "                    \"Performance may be slow.\");\n",
       "        }\n",
       "    }\n",
       "\n",
       "    this.imageObj = new Image();\n",
       "\n",
       "    this.context = undefined;\n",
       "    this.message = undefined;\n",
       "    this.canvas = undefined;\n",
       "    this.rubberband_canvas = undefined;\n",
       "    this.rubberband_context = undefined;\n",
       "    this.format_dropdown = undefined;\n",
       "\n",
       "    this.image_mode = 'full';\n",
       "\n",
       "    this.root = $('<div/>');\n",
       "    this._root_extra_style(this.root)\n",
       "    this.root.attr('style', 'display: inline-block');\n",
       "\n",
       "    $(parent_element).append(this.root);\n",
       "\n",
       "    this._init_header(this);\n",
       "    this._init_canvas(this);\n",
       "    this._init_toolbar(this);\n",
       "\n",
       "    var fig = this;\n",
       "\n",
       "    this.waiting = false;\n",
       "\n",
       "    this.ws.onopen =  function () {\n",
       "            fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n",
       "            fig.send_message(\"send_image_mode\", {});\n",
       "            if (mpl.ratio != 1) {\n",
       "                fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
       "            }\n",
       "            fig.send_message(\"refresh\", {});\n",
       "        }\n",
       "\n",
       "    this.imageObj.onload = function() {\n",
       "            if (fig.image_mode == 'full') {\n",
       "                // Full images could contain transparency (where diff images\n",
       "                // almost always do), so we need to clear the canvas so that\n",
       "                // there is no ghosting.\n",
       "                fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
       "            }\n",
       "            fig.context.drawImage(fig.imageObj, 0, 0);\n",
       "        };\n",
       "\n",
       "    this.imageObj.onunload = function() {\n",
       "        fig.ws.close();\n",
       "    }\n",
       "\n",
       "    this.ws.onmessage = this._make_on_message_function(this);\n",
       "\n",
       "    this.ondownload = ondownload;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_header = function() {\n",
       "    var titlebar = $(\n",
       "        '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
       "        'ui-helper-clearfix\"/>');\n",
       "    var titletext = $(\n",
       "        '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
       "        'text-align: center; padding: 3px;\"/>');\n",
       "    titlebar.append(titletext)\n",
       "    this.root.append(titlebar);\n",
       "    this.header = titletext[0];\n",
       "}\n",
       "\n",
       "\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_canvas = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var canvas_div = $('<div/>');\n",
       "\n",
       "    canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
       "\n",
       "    function canvas_keyboard_event(event) {\n",
       "        return fig.key_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    canvas_div.keydown('key_press', canvas_keyboard_event);\n",
       "    canvas_div.keyup('key_release', canvas_keyboard_event);\n",
       "    this.canvas_div = canvas_div\n",
       "    this._canvas_extra_style(canvas_div)\n",
       "    this.root.append(canvas_div);\n",
       "\n",
       "    var canvas = $('<canvas/>');\n",
       "    canvas.addClass('mpl-canvas');\n",
       "    canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
       "\n",
       "    this.canvas = canvas[0];\n",
       "    this.context = canvas[0].getContext(\"2d\");\n",
       "\n",
       "    var backingStore = this.context.backingStorePixelRatio ||\n",
       "\tthis.context.webkitBackingStorePixelRatio ||\n",
       "\tthis.context.mozBackingStorePixelRatio ||\n",
       "\tthis.context.msBackingStorePixelRatio ||\n",
       "\tthis.context.oBackingStorePixelRatio ||\n",
       "\tthis.context.backingStorePixelRatio || 1;\n",
       "\n",
       "    mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
       "\n",
       "    var rubberband = $('<canvas/>');\n",
       "    rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
       "\n",
       "    var pass_mouse_events = true;\n",
       "\n",
       "    canvas_div.resizable({\n",
       "        start: function(event, ui) {\n",
       "            pass_mouse_events = false;\n",
       "        },\n",
       "        resize: function(event, ui) {\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "        stop: function(event, ui) {\n",
       "            pass_mouse_events = true;\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "    });\n",
       "\n",
       "    function mouse_event_fn(event) {\n",
       "        if (pass_mouse_events)\n",
       "            return fig.mouse_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    rubberband.mousedown('button_press', mouse_event_fn);\n",
       "    rubberband.mouseup('button_release', mouse_event_fn);\n",
       "    // Throttle sequential mouse events to 1 every 20ms.\n",
       "    rubberband.mousemove('motion_notify', mouse_event_fn);\n",
       "\n",
       "    rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
       "    rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
       "\n",
       "    canvas_div.on(\"wheel\", function (event) {\n",
       "        event = event.originalEvent;\n",
       "        event['data'] = 'scroll'\n",
       "        if (event.deltaY < 0) {\n",
       "            event.step = 1;\n",
       "        } else {\n",
       "            event.step = -1;\n",
       "        }\n",
       "        mouse_event_fn(event);\n",
       "    });\n",
       "\n",
       "    canvas_div.append(canvas);\n",
       "    canvas_div.append(rubberband);\n",
       "\n",
       "    this.rubberband = rubberband;\n",
       "    this.rubberband_canvas = rubberband[0];\n",
       "    this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
       "    this.rubberband_context.strokeStyle = \"#000000\";\n",
       "\n",
       "    this._resize_canvas = function(width, height) {\n",
       "        // Keep the size of the canvas, canvas container, and rubber band\n",
       "        // canvas in synch.\n",
       "        canvas_div.css('width', width)\n",
       "        canvas_div.css('height', height)\n",
       "\n",
       "        canvas.attr('width', width * mpl.ratio);\n",
       "        canvas.attr('height', height * mpl.ratio);\n",
       "        canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n",
       "\n",
       "        rubberband.attr('width', width);\n",
       "        rubberband.attr('height', height);\n",
       "    }\n",
       "\n",
       "    // Set the figure to an initial 600x600px, this will subsequently be updated\n",
       "    // upon first draw.\n",
       "    this._resize_canvas(600, 600);\n",
       "\n",
       "    // Disable right mouse context menu.\n",
       "    $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
       "        return false;\n",
       "    });\n",
       "\n",
       "    function set_focus () {\n",
       "        canvas.focus();\n",
       "        canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    window.setTimeout(set_focus, 100);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_toolbar = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var nav_element = $('<div/>')\n",
       "    nav_element.attr('style', 'width: 100%');\n",
       "    this.root.append(nav_element);\n",
       "\n",
       "    // Define a callback function for later on.\n",
       "    function toolbar_event(event) {\n",
       "        return fig.toolbar_button_onclick(event['data']);\n",
       "    }\n",
       "    function toolbar_mouse_event(event) {\n",
       "        return fig.toolbar_button_onmouseover(event['data']);\n",
       "    }\n",
       "\n",
       "    for(var toolbar_ind in mpl.toolbar_items) {\n",
       "        var name = mpl.toolbar_items[toolbar_ind][0];\n",
       "        var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
       "        var image = mpl.toolbar_items[toolbar_ind][2];\n",
       "        var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
       "\n",
       "        if (!name) {\n",
       "            // put a spacer in here.\n",
       "            continue;\n",
       "        }\n",
       "        var button = $('<button/>');\n",
       "        button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
       "                        'ui-button-icon-only');\n",
       "        button.attr('role', 'button');\n",
       "        button.attr('aria-disabled', 'false');\n",
       "        button.click(method_name, toolbar_event);\n",
       "        button.mouseover(tooltip, toolbar_mouse_event);\n",
       "\n",
       "        var icon_img = $('<span/>');\n",
       "        icon_img.addClass('ui-button-icon-primary ui-icon');\n",
       "        icon_img.addClass(image);\n",
       "        icon_img.addClass('ui-corner-all');\n",
       "\n",
       "        var tooltip_span = $('<span/>');\n",
       "        tooltip_span.addClass('ui-button-text');\n",
       "        tooltip_span.html(tooltip);\n",
       "\n",
       "        button.append(icon_img);\n",
       "        button.append(tooltip_span);\n",
       "\n",
       "        nav_element.append(button);\n",
       "    }\n",
       "\n",
       "    var fmt_picker_span = $('<span/>');\n",
       "\n",
       "    var fmt_picker = $('<select/>');\n",
       "    fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
       "    fmt_picker_span.append(fmt_picker);\n",
       "    nav_element.append(fmt_picker_span);\n",
       "    this.format_dropdown = fmt_picker[0];\n",
       "\n",
       "    for (var ind in mpl.extensions) {\n",
       "        var fmt = mpl.extensions[ind];\n",
       "        var option = $(\n",
       "            '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
       "        fmt_picker.append(option)\n",
       "    }\n",
       "\n",
       "    // Add hover states to the ui-buttons\n",
       "    $( \".ui-button\" ).hover(\n",
       "        function() { $(this).addClass(\"ui-state-hover\");},\n",
       "        function() { $(this).removeClass(\"ui-state-hover\");}\n",
       "    );\n",
       "\n",
       "    var status_bar = $('<span class=\"mpl-message\"/>');\n",
       "    nav_element.append(status_bar);\n",
       "    this.message = status_bar[0];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
       "    // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
       "    // which will in turn request a refresh of the image.\n",
       "    this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.send_message = function(type, properties) {\n",
       "    properties['type'] = type;\n",
       "    properties['figure_id'] = this.id;\n",
       "    this.ws.send(JSON.stringify(properties));\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.send_draw_message = function() {\n",
       "    if (!this.waiting) {\n",
       "        this.waiting = true;\n",
       "        this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
       "    }\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
       "    var format_dropdown = fig.format_dropdown;\n",
       "    var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
       "    fig.ondownload(fig, format);\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
       "    var size = msg['size'];\n",
       "    if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
       "        fig._resize_canvas(size[0], size[1]);\n",
       "        fig.send_message(\"refresh\", {});\n",
       "    };\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
       "    var x0 = msg['x0'] / mpl.ratio;\n",
       "    var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
       "    var x1 = msg['x1'] / mpl.ratio;\n",
       "    var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
       "    x0 = Math.floor(x0) + 0.5;\n",
       "    y0 = Math.floor(y0) + 0.5;\n",
       "    x1 = Math.floor(x1) + 0.5;\n",
       "    y1 = Math.floor(y1) + 0.5;\n",
       "    var min_x = Math.min(x0, x1);\n",
       "    var min_y = Math.min(y0, y1);\n",
       "    var width = Math.abs(x1 - x0);\n",
       "    var height = Math.abs(y1 - y0);\n",
       "\n",
       "    fig.rubberband_context.clearRect(\n",
       "        0, 0, fig.canvas.width, fig.canvas.height);\n",
       "\n",
       "    fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
       "    // Updates the figure title.\n",
       "    fig.header.textContent = msg['label'];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
       "    var cursor = msg['cursor'];\n",
       "    switch(cursor)\n",
       "    {\n",
       "    case 0:\n",
       "        cursor = 'pointer';\n",
       "        break;\n",
       "    case 1:\n",
       "        cursor = 'default';\n",
       "        break;\n",
       "    case 2:\n",
       "        cursor = 'crosshair';\n",
       "        break;\n",
       "    case 3:\n",
       "        cursor = 'move';\n",
       "        break;\n",
       "    }\n",
       "    fig.rubberband_canvas.style.cursor = cursor;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_message = function(fig, msg) {\n",
       "    fig.message.textContent = msg['message'];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_draw = function(fig, msg) {\n",
       "    // Request the server to send over a new figure.\n",
       "    fig.send_draw_message();\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n",
       "    fig.image_mode = msg['mode'];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.updated_canvas_event = function() {\n",
       "    // Called whenever the canvas gets updated.\n",
       "    this.send_message(\"ack\", {});\n",
       "}\n",
       "\n",
       "// A function to construct a web socket function for onmessage handling.\n",
       "// Called in the figure constructor.\n",
       "mpl.figure.prototype._make_on_message_function = function(fig) {\n",
       "    return function socket_on_message(evt) {\n",
       "        if (evt.data instanceof Blob) {\n",
       "            /* FIXME: We get \"Resource interpreted as Image but\n",
       "             * transferred with MIME type text/plain:\" errors on\n",
       "             * Chrome.  But how to set the MIME type?  It doesn't seem\n",
       "             * to be part of the websocket stream */\n",
       "            evt.data.type = \"image/png\";\n",
       "\n",
       "            /* Free the memory for the previous frames */\n",
       "            if (fig.imageObj.src) {\n",
       "                (window.URL || window.webkitURL).revokeObjectURL(\n",
       "                    fig.imageObj.src);\n",
       "            }\n",
       "\n",
       "            fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
       "                evt.data);\n",
       "            fig.updated_canvas_event();\n",
       "            fig.waiting = false;\n",
       "            return;\n",
       "        }\n",
       "        else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n",
       "            fig.imageObj.src = evt.data;\n",
       "            fig.updated_canvas_event();\n",
       "            fig.waiting = false;\n",
       "            return;\n",
       "        }\n",
       "\n",
       "        var msg = JSON.parse(evt.data);\n",
       "        var msg_type = msg['type'];\n",
       "\n",
       "        // Call the  \"handle_{type}\" callback, which takes\n",
       "        // the figure and JSON message as its only arguments.\n",
       "        try {\n",
       "            var callback = fig[\"handle_\" + msg_type];\n",
       "        } catch (e) {\n",
       "            console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n",
       "            return;\n",
       "        }\n",
       "\n",
       "        if (callback) {\n",
       "            try {\n",
       "                // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
       "                callback(fig, msg);\n",
       "            } catch (e) {\n",
       "                console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n",
       "            }\n",
       "        }\n",
       "    };\n",
       "}\n",
       "\n",
       "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
       "mpl.findpos = function(e) {\n",
       "    //this section is from http://www.quirksmode.org/js/events_properties.html\n",
       "    var targ;\n",
       "    if (!e)\n",
       "        e = window.event;\n",
       "    if (e.target)\n",
       "        targ = e.target;\n",
       "    else if (e.srcElement)\n",
       "        targ = e.srcElement;\n",
       "    if (targ.nodeType == 3) // defeat Safari bug\n",
       "        targ = targ.parentNode;\n",
       "\n",
       "    // jQuery normalizes the pageX and pageY\n",
       "    // pageX,Y are the mouse positions relative to the document\n",
       "    // offset() returns the position of the element relative to the document\n",
       "    var x = e.pageX - $(targ).offset().left;\n",
       "    var y = e.pageY - $(targ).offset().top;\n",
       "\n",
       "    return {\"x\": x, \"y\": y};\n",
       "};\n",
       "\n",
       "/*\n",
       " * return a copy of an object with only non-object keys\n",
       " * we need this to avoid circular references\n",
       " * http://stackoverflow.com/a/24161582/3208463\n",
       " */\n",
       "function simpleKeys (original) {\n",
       "  return Object.keys(original).reduce(function (obj, key) {\n",
       "    if (typeof original[key] !== 'object')\n",
       "        obj[key] = original[key]\n",
       "    return obj;\n",
       "  }, {});\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.mouse_event = function(event, name) {\n",
       "    var canvas_pos = mpl.findpos(event)\n",
       "\n",
       "    if (name === 'button_press')\n",
       "    {\n",
       "        this.canvas.focus();\n",
       "        this.canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    var x = canvas_pos.x * mpl.ratio;\n",
       "    var y = canvas_pos.y * mpl.ratio;\n",
       "\n",
       "    this.send_message(name, {x: x, y: y, button: event.button,\n",
       "                             step: event.step,\n",
       "                             guiEvent: simpleKeys(event)});\n",
       "\n",
       "    /* This prevents the web browser from automatically changing to\n",
       "     * the text insertion cursor when the button is pressed.  We want\n",
       "     * to control all of the cursor setting manually through the\n",
       "     * 'cursor' event from matplotlib */\n",
       "    event.preventDefault();\n",
       "    return false;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._key_event_extra = function(event, name) {\n",
       "    // Handle any extra behaviour associated with a key event\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.key_event = function(event, name) {\n",
       "\n",
       "    // Prevent repeat events\n",
       "    if (name == 'key_press')\n",
       "    {\n",
       "        if (event.which === this._key)\n",
       "            return;\n",
       "        else\n",
       "            this._key = event.which;\n",
       "    }\n",
       "    if (name == 'key_release')\n",
       "        this._key = null;\n",
       "\n",
       "    var value = '';\n",
       "    if (event.ctrlKey && event.which != 17)\n",
       "        value += \"ctrl+\";\n",
       "    if (event.altKey && event.which != 18)\n",
       "        value += \"alt+\";\n",
       "    if (event.shiftKey && event.which != 16)\n",
       "        value += \"shift+\";\n",
       "\n",
       "    value += 'k';\n",
       "    value += event.which.toString();\n",
       "\n",
       "    this._key_event_extra(event, name);\n",
       "\n",
       "    this.send_message(name, {key: value,\n",
       "                             guiEvent: simpleKeys(event)});\n",
       "    return false;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n",
       "    if (name == 'download') {\n",
       "        this.handle_save(this, null);\n",
       "    } else {\n",
       "        this.send_message(\"toolbar_button\", {name: name});\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n",
       "    this.message.textContent = tooltip;\n",
       "};\n",
       "mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to  previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
       "\n",
       "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
       "\n",
       "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n",
       "    // Create a \"websocket\"-like object which calls the given IPython comm\n",
       "    // object with the appropriate methods. Currently this is a non binary\n",
       "    // socket, so there is still some room for performance tuning.\n",
       "    var ws = {};\n",
       "\n",
       "    ws.close = function() {\n",
       "        comm.close()\n",
       "    };\n",
       "    ws.send = function(m) {\n",
       "        //console.log('sending', m);\n",
       "        comm.send(m);\n",
       "    };\n",
       "    // Register the callback with on_msg.\n",
       "    comm.on_msg(function(msg) {\n",
       "        //console.log('receiving', msg['content']['data'], msg);\n",
       "        // Pass the mpl event to the overriden (by mpl) onmessage function.\n",
       "        ws.onmessage(msg['content']['data'])\n",
       "    });\n",
       "    return ws;\n",
       "}\n",
       "\n",
       "mpl.mpl_figure_comm = function(comm, msg) {\n",
       "    // This is the function which gets called when the mpl process\n",
       "    // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
       "\n",
       "    var id = msg.content.data.id;\n",
       "    // Get hold of the div created by the display call when the Comm\n",
       "    // socket was opened in Python.\n",
       "    var element = $(\"#\" + id);\n",
       "    var ws_proxy = comm_websocket_adapter(comm)\n",
       "\n",
       "    function ondownload(figure, format) {\n",
       "        window.open(figure.imageObj.src);\n",
       "    }\n",
       "\n",
       "    var fig = new mpl.figure(id, ws_proxy,\n",
       "                           ondownload,\n",
       "                           element.get(0));\n",
       "\n",
       "    // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
       "    // web socket which is closed, not our websocket->open comm proxy.\n",
       "    ws_proxy.onopen();\n",
       "\n",
       "    fig.parent_element = element.get(0);\n",
       "    fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
       "    if (!fig.cell_info) {\n",
       "        console.error(\"Failed to find cell for figure\", id, fig);\n",
       "        return;\n",
       "    }\n",
       "\n",
       "    var output_index = fig.cell_info[2]\n",
       "    var cell = fig.cell_info[0];\n",
       "\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_close = function(fig, msg) {\n",
       "    var width = fig.canvas.width/mpl.ratio\n",
       "    fig.root.unbind('remove')\n",
       "\n",
       "    // Update the output cell to use the data from the current canvas.\n",
       "    fig.push_to_output();\n",
       "    var dataURL = fig.canvas.toDataURL();\n",
       "    // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
       "    // the notebook keyboard shortcuts fail.\n",
       "    IPython.keyboard_manager.enable()\n",
       "    $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n",
       "    fig.close_ws(fig, msg);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.close_ws = function(fig, msg){\n",
       "    fig.send_message('closing', msg);\n",
       "    // fig.ws.close()\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
       "    // Turn the data on the canvas into data in the output cell.\n",
       "    var width = this.canvas.width/mpl.ratio\n",
       "    var dataURL = this.canvas.toDataURL();\n",
       "    this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.updated_canvas_event = function() {\n",
       "    // Tell IPython that the notebook contents must change.\n",
       "    IPython.notebook.set_dirty(true);\n",
       "    this.send_message(\"ack\", {});\n",
       "    var fig = this;\n",
       "    // Wait a second, then push the new image to the DOM so\n",
       "    // that it is saved nicely (might be nice to debounce this).\n",
       "    setTimeout(function () { fig.push_to_output() }, 1000);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_toolbar = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var nav_element = $('<div/>')\n",
       "    nav_element.attr('style', 'width: 100%');\n",
       "    this.root.append(nav_element);\n",
       "\n",
       "    // Define a callback function for later on.\n",
       "    function toolbar_event(event) {\n",
       "        return fig.toolbar_button_onclick(event['data']);\n",
       "    }\n",
       "    function toolbar_mouse_event(event) {\n",
       "        return fig.toolbar_button_onmouseover(event['data']);\n",
       "    }\n",
       "\n",
       "    for(var toolbar_ind in mpl.toolbar_items){\n",
       "        var name = mpl.toolbar_items[toolbar_ind][0];\n",
       "        var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
       "        var image = mpl.toolbar_items[toolbar_ind][2];\n",
       "        var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
       "\n",
       "        if (!name) { continue; };\n",
       "\n",
       "        var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n",
       "        button.click(method_name, toolbar_event);\n",
       "        button.mouseover(tooltip, toolbar_mouse_event);\n",
       "        nav_element.append(button);\n",
       "    }\n",
       "\n",
       "    // Add the status bar.\n",
       "    var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n",
       "    nav_element.append(status_bar);\n",
       "    this.message = status_bar[0];\n",
       "\n",
       "    // Add the close button to the window.\n",
       "    var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n",
       "    var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n",
       "    button.click(function (evt) { fig.handle_close(fig, {}); } );\n",
       "    button.mouseover('Stop Interaction', toolbar_mouse_event);\n",
       "    buttongrp.append(button);\n",
       "    var titlebar = this.root.find($('.ui-dialog-titlebar'));\n",
       "    titlebar.prepend(buttongrp);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function(el){\n",
       "    var fig = this\n",
       "    el.on(\"remove\", function(){\n",
       "\tfig.close_ws(fig, {});\n",
       "    });\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function(el){\n",
       "    // this is important to make the div 'focusable\n",
       "    el.attr('tabindex', 0)\n",
       "    // reach out to IPython and tell the keyboard manager to turn it's self\n",
       "    // off when our div gets focus\n",
       "\n",
       "    // location in version 3\n",
       "    if (IPython.notebook.keyboard_manager) {\n",
       "        IPython.notebook.keyboard_manager.register_events(el);\n",
       "    }\n",
       "    else {\n",
       "        // location in version 2\n",
       "        IPython.keyboard_manager.register_events(el);\n",
       "    }\n",
       "\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._key_event_extra = function(event, name) {\n",
       "    var manager = IPython.notebook.keyboard_manager;\n",
       "    if (!manager)\n",
       "        manager = IPython.keyboard_manager;\n",
       "\n",
       "    // Check for shift+enter\n",
       "    if (event.shiftKey && event.which == 13) {\n",
       "        this.canvas_div.blur();\n",
       "        event.shiftKey = false;\n",
       "        // Send a \"J\" for go to next cell\n",
       "        event.which = 74;\n",
       "        event.keyCode = 74;\n",
       "        manager.command_mode();\n",
       "        manager.handle_keydown(event);\n",
       "    }\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
       "    fig.ondownload(fig, null);\n",
       "}\n",
       "\n",
       "\n",
       "mpl.find_output_cell = function(html_output) {\n",
       "    // Return the cell and output element which can be found *uniquely* in the notebook.\n",
       "    // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
       "    // IPython event is triggered only after the cells have been serialised, which for\n",
       "    // our purposes (turning an active figure into a static one), is too late.\n",
       "    var cells = IPython.notebook.get_cells();\n",
       "    var ncells = cells.length;\n",
       "    for (var i=0; i<ncells; i++) {\n",
       "        var cell = cells[i];\n",
       "        if (cell.cell_type === 'code'){\n",
       "            for (var j=0; j<cell.output_area.outputs.length; j++) {\n",
       "                var data = cell.output_area.outputs[j];\n",
       "                if (data.data) {\n",
       "                    // IPython >= 3 moved mimebundle to data attribute of output\n",
       "                    data = data.data;\n",
       "                }\n",
       "                if (data['text/html'] == html_output) {\n",
       "                    return [cell, data, j];\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "}\n",
       "\n",
       "// Register the function which deals with the matplotlib target/channel.\n",
       "// The kernel may be null if the page has been refreshed.\n",
       "if (IPython.notebook.kernel != null) {\n",
       "    IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n",
       "}\n"
      ],
      "text/plain": [
       "<IPython.core.display.Javascript object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAyAAAAMgCAYAAADbcAZoAAAgAElEQVR4nOy9e5RdWX7ftaskVdU559ath65K7y6p1a1Wq5FaVtTdyJIrJZerulIatSqlVqtQS1F1SSrV617a3Z52p2fNMM4ww/TKmoFhMNiMMSYYWI69QgZw7BVC6ECyWBBWMA6BGEJi8nCMDcaOSWLAZPPHOd99P+dXV/MIs2LL8/uudVfdOvc89uvs/f3+fr+9dwgOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBzfNFZCCBGf3w4h/J0Qwo+FEA7/jqWqjo9CCP/d73QiHA6Hw+FwOBwOx/9/rIRSeHwyhHAnhPAghPAjoRQify2EMPQ7lrIuPgouQBwOh8PhcDgcjt8TWAmlALlgjn++Ov7GP+kE9cBHwQWIw+FwOBwOh8PxewIrobcAuVod/8Pm+PUQwk+HEH4phPB/hRD+51B6T3bhnE4I4f8NIYzi2LvV/b6IY7tCCL8ZQvjw66Txo7BTgMQQwr8SQrgZQvjvQwj/MITwX4QQzlS/PwqlB+e3quuPmeu/K4TwkyGEv1nl42+FEP7FEELW4/l6xm9V6fiDoQxR+0VzXn8I4e0Qwl+pzv1fQwg/HEIY+zr5czgcDofD4XA4vm2wEnoLkK3q+Lo5/u+HEH4ihPB91W9/vDrvj+Kc76iOfQzH/mQoRclfxLEL1XlXv04aPwq9Bch/G0oB8f3V59dDCP9Llfa/EkJ4J4TwmVAKjD9rrv+XQymk/nAIYS10w85+0px3NYTwj6pnfW8I4Y+EEH4thPCXw04B8pUQwv8TQvjXQymAPh9C+D9DCP9VCGHP18mjw+FwOBwOh8PxbYGVUJL5mRBCK4RwJIRwI4TwK6G04h8x5/fyEPxQCOHvhxAGq//7Qwi/Ebqejb4Qwv8WSrHy2yGERnX8e8NOT0kvfBR6C5DfCnXPxlp1/O+GEIZx/HPVcZ7bKx/vh1JsPIVjPx9K70gDx35/db9fxLHL1bHb5p6vPua4w+FwOBwOh8PxbYmVUF8FS5+/EUKY+zrXDodStLxZXfMifvuZUIZEhRDC6er386EUHLPV8T8RSs/C18NHobcA+Wlz7MXQDc0irlfHv/sx9y9CmY+p6rzr1fFD1f+f7XHNz4e6APlSKD0w+6p78fObofSOOBwOh8PhcDgc3/ZYCSXJ3gwhfE8ovR8/HUrS/Pt7nP9CKMOwfiPsFC1TOO+DEML/HUpPw6NQzhkJIYS/FMowphBKL4sVC73wUegtQP41c+xYdfz7zfHp6vgNHHsqlPM4fq1HPv5Qdc7F6v+3eqTpT4S6APlTPe7Dz1d7Z83hcDgcDofD4fj2wkrYOQdkVyi9F38n1EOPRkMZSvXXQwj/bCjneHxPCOG96h7TOFfehO8OIfx4KOeNhFB6Cv7TEMKp6vdb30AaPwqPn4ROHKuOf585Pl0df736f1cI4RdCCL8aSrFyvcrHveq8leq8b0aA/GwoJ51/z2M+LwaHw+FwOBwOh8Px2Eno09Xx93FsMez0dIQQwsOwU4AMhXLy9z8Xyonh29XxGyGEfxC6k9wPfgNp/Ch8awXIuVD3dAizoS5AvpkQrB8M5fyWXnNLHA6Hw+FwOBwOR4WV0FuAhBDCfxlC+OXQ3YzwWnUuQ7MGQgj/TdgpQEII4c+HEP5qqM8Pmaj+/4VQLpP7jeCj8K0VIGeq/+/hnL4Qwn8U6gIkhHK1q29kErqOfa5H+neHrz/R3uFwOBwOh8Ph+LbASni8AHk91Jfi3RvKORO/GMolbr83lHM6fi70FiD/QnX810O5MpYgUfJvfoNp/Ch8awXInlCKn18N5VyV7VCGhSkfK7j2Wuguw/t2COEHQgj/eyiFyd8wz/mh6vo/VZ27FUL4l0IZyvZ6cDgcDofD4XA4HF9TgPSHkqj/tdDdaPA7Qzk/5B+Eklh/GMrVsnoJkIXQJeTEV6rjq99gGj8K31oBEkIIz4cQ/uNQTrb/1VDu3XE27BQgIZTzVP6HUC77+5dDKUp+qjpm8TCE8F+Hsnz+XihDtT4M31iomcPhcDgcDofD4XD0xM+FUsA4HA6Hw+FwOBwOx7cMe0I5h4OYDqWn5BP/xFPjcDgcDofD4XA4fk/jWChD0D4dyp3WvxjK8Kq/G8o5MQ6Hw+FwOBwOh8PxLcNIKPcw+duhXFb410IIPxlCOPE7mSiHw+FwOBwOh8PhcDgcDofD4XA4HA6Hw+FwOBwOh8PhcDgcDofD4fgWoS+EcDiE0PSPf/zjH//4xz/+eYI+h0PJYxwOxxOGw6FcotI//vGPf/zjH//450n7HA4Oh+OJQzOEEPvCaNy9ayLu3jUR9+w6WPu7q78Vd/WPx4Hdh9M5u3dNxME9R+OeXQfjwO7DcVf/eOzvG4u7+sera8ZjCHns6xuJfX0jsb9vLPb1jVT3Ku+3q7+VnlNe26pdr+9KQzZwPO7qH497dh2Me3YdjIN7jlbPbqVjup9+VxoH9xxN5/E6nq/8KY06zv/1V+eyDPTp5lHXjKf/mV+meWD34bKswjCuGU/PHNh92NRH+RnLXqzVCdPM83Wcz9NzuueNpzzpfgO7D8ehPZO135Ue/c7763/lh2nv1vt47AvDqbxsmpi2elpbKV3lvcdr5d1tN63a9cqTns166N5jvFZ2ymf3vNaO31m+rINd/a1Uv/W0tWp5VTtknm17U7rts3qVucqa7W1wz9HY3zdWqy9blnxvVPe6r9Ko77v6x9O7pDz29409tu2xTAZ2H459YbiWtz27DlbvdXk/3btbXzvTqeu67bJVe1d0PdOpMsoGjtfKjN91DfOye9dEHNozGQf3HE3X8hylc2jPZLoH761z2f8oT0N7Jmtp69XH6VzVo9Ki95L9zuCeo7EvDNfqb2jPZK19qR30qnOVK5+pdPMatiHWhb7bdsB+mPU+sPtwqnPblm2/Z9PLumB5sl8Y3HM0pcv2VfbdVjnpo/pkn8e81/uJ8VqZ2f6dZa/0so/j/2z/HKPU1pU2lvfQnsmYDRyPQ3smYz5wokr7eMrT4J6jMR84kdKVD5xIackHTtTKU+8j08N2xPpjWu37332HW7Gvb6TWHthX2TbV1zdSG0d375pI/YsdQ/fsOhj7wqgESPN3mEc5HL+rMBVC+A9DCL8Uyhdk0fzeF0L4I6Fcn/4fhhD+TAjhWXPOeAjh3wkh/L0Qwq+HEP6NEELDnHM2hPCfhxB+K4Twt0II732T6awEyHDs75cIaVWfifRXHdHuXV2S0yUYrR3X9Pc1467+cdxzIvb3j6br+vtH457dB9K5GsjVMSbyOzDZJSC7D+wQJ3t2H+gSud0H4p7dB3CPVrqGBGxooOq8q/P5+9DAZE1okYxbMqvn9/eP1gRJItbV/ZVPpU3lVN6jTuZ5D6WN5VyWZ6uWdooFfc8HT9SFSZUGnkPywvIVYRjYfTj294/GoYHJ2NeX4fkTsb+vacqolepU5c/0MU98Zn//6I76VlqZxkRiUJ7dvHTbHutT3+ttYqL27F51y9+7wpsio5XandIiYs40deu7e1+Vlf7ynqwP3Vftn22/fp3IaTPlje+x7tdto61a+bIuVfYUHl0B0W3vzDPzqN/03uu37vO6z9Sz6qJmfEf7KIVsseO9GtxzNL2rXcPBeC1/Zdl13xXbP9iyVpkpbUw/32elPxHOKj22rbG97dl9IA4NTNb6Hp2/q3885UX3ZXu17042cBxtiP1R99jO97vbRpkHvnP6n21V55b9SauWLpaLypp1wrpSfemeO9t4q3ZPthNeo/sMDUzW3gXWAft4++7ZeuA7ybpiGmzfyjbXbQvddsfy1TNE6lkfvcYsO97ZtDJv+k0f/V4MnoxDA5OxGDyZztP34aFTsRg8GYeHTtXaku6p3/LBEzEbOB7zwRO1dtHrebaud++aSPnV/0MDkzEfPJHSp3tnA8dLITR4IuaDJ2Jz6HQcHjq1oy+tc4ZuvfT3jbkAcTh64A+EEP75EMIfDL0FyPeHUlRcD6WI+GoI4a+HEIZwzs+EEH4uhPBKCOFyCOF/CiH8u/i9GUL45RDCj4cQXgghLIdy0621byKdzRBCsjL09zVLUt3X3NGp2s5ZnYFIsQZAKzr6wmCNuEpA6Fn1Dr6VyJIIIAdrdWhdAdSqpUuduwY9DgDdwbm1o+NnHm1Hzw6WVnn7V7/XidBE7bkUL7xXf1/TECmUL35jnkUqLAGsD/ATOz69yBGFhCVlLHfVIwcgS2g5+Ktt2HRa8UBC398/ijy3aoM825Ul+5YY67e6J61Ocu13S6yYVgoTpY3kTXklgaUIILFQG9FATdJJsb9TXLV6im/Ww06x1erZFvQOslxVT10h3qrdn+3XtmHmz5YhiYnKj+8Zy70uoiZq7aYX+SGBJKklESRJTlZd89yaJ6A6n9+79+iWPYk7n8X08i/rmCJfz2X+epWnbYvd9tlKQqbbpig26++Y/dvrHaAYElFlW2HalW5ey3dERNYKR9ahFWYaH3hdty3VxVavOmD/obZn+/Be704vQcP3RvVh24+tX/se6vl7dh+I+eCJmpCWF4LvxOOIfzZwPJWpPsNDp2Jz6HQcGphMIqMYPJmO6Rx99Nvw0Kk4mr0YR7IzsTl0Oo5kZ2IxeDKO5+fjSHYmfZpDp+N4fj5OFBfj3vxCbBUvx4niYvp/NHsx7s0vxIniYjxUTMfJxqvxUDEdjzRm4v7iUjzamI2TjVfj08XH4tPFx+IL+Rvx+eL1+EzxWnyuWIrPF6/H54qleLJYjM8VS+hP60YhGrrkYQkuQByOrwkrQPpC6fn4PhwbCaUXY7n6//nqugs4Zz6E8I9CCIeq/zdCudHWAM75fAjhr34TaUsCRJZLS4A54NDSay06JIeyqj7+nq00gIlsUtBQSJDE6Dx15uqUZV2xZI8dPL+TgHDwtCSkl1WRg6Q9l+mv57lVI3Mc3DloscO1g6LtjEXWLVmxRNv+9rUEFgkOy5LnkezJg6E8SEyxvLrWyvr/IgNWfFhRaO+ngUll3KveSTTrhKJO0K1l1xIJpo33ZX1YcsjnsYyt2LYExYo6iXn7PNYl80XCovfjcfnoisRW7TjJj8qf4p1kmmniPfg8klCKSf5u2771CupdEWljvmjF70XymR7lg2VtyTfLThZjklddq3bDctQ9aXm27xjrXGSSabV1yLQyf5Y827zoviT//D6w+3Air8ofibPOsZZ7WdOt+CX5p9Xd3otEWr8rrxRQ+p1p128j2ZmakYPXFYMna326JfEi/2yzaleyyLM92Y+s9xQB9lk6JhFAoaA0SjCQ+I9mL8bR7MXYKl6Oo9mLcaK4GPcXl+JEcTEeaczEQ8V0PNqYjc8Ur8VjjYX4dPGx+EzxWnymeC2ezW/HM/lyPJffiefyO/FMvhzP5MvxfHY3/T2X34kvZSvxpWwlnXchuxdfylbiK9lb6bs+57O76S/PfyV7Kx3Xc/X9+eL12nW69mx+O57Nb8dz+Z3acX3X72fy5Xg2vx2Hh07VRCDHXvY9LkAcjq8PK0Cero6dM+f9uRDCl6rvqyGE/8P8vjuE8Nuh9KqEEMIfCyH8SXPOlereY49Jy2DYuYJELT549y54QkD25DblwKD/OeDZAb0X+bEDkzp+fqf1Sx07hYSeb0UGiY21GnEQkWgRCaPbWJ9uKFM3bMaSH53LZ5Bg2gGaFkJrJe8lCmjRFcHnwG0totaySUstw3ooJOrpqQsWe4xESgSZg4UVi5bsqZwVeqcPxYQVZ7TiP64dsbxJjO05IrMkqL0sqMwrf9e1JH623THdTAPbCcko23y3Xrt1Zdtbr3KyFmZLgHuVBd8RKyqYL4pFS36tcFa+KcBtW7Cin+8an0sRQqOD6kdkX+Wnd5rvIo8xzZaQs/wkWEQcLRFlObM++Tv7JvaP6uN6pZGCgOXMc3VvkdmhgckUNqNnso8TEdY57L8lsnQPtlFdp9/YfpSPXu2aY4MEmcSG7mfLVlZ5HlcZkdDzWlnxdf9s4Hiy8DeHTqeQHp2r5/B6CYChgcnYHDpd8woUgydrokAW/v3FpfSdVv8jjZl4pDETTxaL8fni9WTlfyF/I57Nb6e/M/l6IvQz+XoSCRIBl7IH8UJ2L57P7sZXsrfixWw1XsxW40vZSpzJ19MxnftK9lacLzbjXL4RL2UPkoCQoJjK1uLFbDUJh4vZaryUPUj3pKjQfSlWdFzn6hwJGQoXihSl34oUihkras7ld+JzxVJqSxwfGapII0VwAeJwfE1YAfKd1bGD5rw/HkL4ier7ByGEX+hxr18JpecjhBD+dAjhh83vp6t7P/+YtHw69FhFor9vrOa5sJbagd2Hk/tUrlJZYiYbr8ZjjYV4sJiK+4tL8VAxHfcXl5L1ZiQ7E8fz87FVvJz+jmYv1qxAI9mZmmuYA6fcx/qr43Zg1aBnr9X9dC0HMw3Wg3uOxubQ6ZoFyxIJOzjScqhni3BaS6YldSR9lsCSLFlyR0+PtVhbEsV0KA/MGwkoSVwvgWXJOMOHHmeVtWLka6XTEnWRU1qtSYaZLpLYXsKH13EAs4Sc9W3rgeVoxZbIqq6XNZVtiOST7XM0ezGlUZZlkjcSOxI0tkcrnixZY1nzPrYN8ZlWsPC5fB7F4dDAZM1Dakn47l0TNZLLtPM5ulbnKg/6n++5JavKn/LC6/lcS151j5HsTC2sZWhgMpFRlQHJvq4lAW4OnU730v88j/dlv8e+T32i8qWwmL35hRpBFiE+0piJ4/n5RJhJiEWQny9ej3vzC4lAK4ymVbwc9xeXan8VVqNz9heX4sFiqhaCo/9lodf/reLleKyxkK7VM8fz87XwnEPFdBoz+Fzdc6K4GA8WUyldB4updJ2uPdZYSM8+2piNRxoz8Vx+pxbyc7QxG482ZtO4pPHquWIpPlcsxelsLZ7Jl+Pzxes1q/xL2UrNq3AuvxNfyd5KH3kOZO0nkb7RbCeS3+uay9nDeC6/E+fyjR3n6DwR/1eyt5IokXjQ52K2Gs9nd+Ol7EGczTeSiOE9lS6dv1BsxsvZw3gxW41T2VoSMeezu+k6XaO0SBBJVEh0UESwHCRg6O3QPfQbRRHv9UL+RuoXbQgq+7nBPUd9DojD8Q3gd5MAeawHhFZxWphFCJ4rllInos7iZLEYX8jfSK7TM/ly+v/54vX0v6wfl7OHqWNn5/5C/kZyHctlq8HgbH47Plcs1Z5jrShy4crKpO+XsgfxXH4nCafni9dTvOnTxcfi+exu+v5M8Vo8WSwmUXW0MZsGwSONmTjZeHXHYDtRXEznTRQXk8CS6FIsrYgI3e4iHBRI/Fi3vRVjIjMka7pG5MUSUhEy/s9Jh7wf44dFFklEdYwWeuv9ELFWWkkSSQ5JnnmdBIiulSihIND9eI0NKWFZ0FKrmGf9b63DJLG6Xy/hy/IgOWW9y7pKYqVjtFyrPWQDx+N4fj42h04nQqjzdZ4IM+tQ4Rzj+fnUTiX4adWmNZ55Ul1SwFPwW4HPdsByY9tVmx8eOpXSbI/zfVBeRbRpxGgOnU7k9vni9XiwmEox6LqXykbvn8h+q3g5hbM8VywlYso6EWE/m99O54rI6jyGx4gQH23Mprj289nduDi8XTPSPF18LJ7L78T1iU7q787ld5KVXP3dhexezbotMixSKPIoUnm1sRVvjrTjfEUsL2UP4uXsYbzf6sQPjrTjVLYWZ/L12DnQSVZykUidfyl7EKeytXitsRVn8vV4OXuYnmOt5rLAT2drcar66D4i6SK2etbl7GE6vji8HReKzTidrcXpbC1eyR7Fy9nDlGfdS6RWHgDmbdo8l+lT2q9kj+Ir2VtxujrvXH4nnaPzSKbt9bq/CLLKW2WoZ6q+WCe6XiR/Ft4J+3wKCpbxS9nKjrpWeStvl7IHcbp6jsqaz1H6KH70fHpLVEfWe6J0WrFAsXIxW621XYoUChWJkQvZvXg2v53GbgkScgKNZzLwcM6nIjNKg6kLEIfj6+F3UwiWRbkKVt9I7AuDtRVsGB8+PHQqkXsSf8ab6nf9L7erOhwKBf3GTkv3teKDVil1aoxd5W96xoXsXur01QGro5RlR65kflcadFzP1+/qXOeLzfSdna0GYdsh21hb5pedvjp2xt3yXOVHQkzkROU6m2/U4nYpxlhHL+RvxBfyN+IzxWvJs3WyWIxn8uUUZzzZeDW+kL+Rfp9svJqEmf0uaystjRJtsjjOF5vx+eL1eLQxG58rltJ1IoCycupeh4rpeKyxEF/I30jnyELaKl6ukUVZR08Wi4kY6jxaeUXKlbfniqVkrdXz9VdWXuVL9xIBpQhlekRUjzRm4rHGQlzZ24kni8VEQqeztfgDk1vxfqs8Tmu1LLn6iMxezFZr9aZ2ofQfayykCZwXsnvxzbFOnMrW4hdObMTbY+0d9a739qVsJV7JHqU2QyusyACfRwsmz3+meC2FSEl02L5ChEpE6Vx+J17OHqY2bEmY3hdagBVScjl7GGfzjfhjp1fjXL4Rp0HySLBE2PRdxHQ234jtA5347qF2vD3WjkvN7USIZ/ONeCV7lMjx1cZWXNvXiVeyRzUCPA2CyXyJIM5V91lqbsfZfCOlYzpbi3P5RiLhFAH63R7TM5T+mXw9zuYbcSZfjxez1XglexQXh7fjTL4er2SP4pXsUZwvNuNCsZmOSYiI8KuM+LzpbC0uFJvx5ki7llddL0Kv9Cj0R3mx1nX1rTb9c/lGvD68ncp5qbldqyfVI4UM0zFd5UX30zlK7yvZW6nMJQb0LLUt3Ue/T+NZ88VmLR0UYiLlF7J7cXF4OwkJ5ZVt2OZD52lMYNlI1E3juS9lK3G+2Ky9H7pG5+s3Kxj0lyFTSqPeO77vFDA6pvLsJSLUL+n9ViiZNSDqXef4+rjx8Wx+O76UraS5V/R4aL5PLaxz10EXIA7H18HjJqG/i2PN0HsS+u/DOXOh9yT0PTjnc+EfYxJ6WpfbTFwe2F1O+s0HT8Rnitd2eB7O5MuJMIuokHBIUNByYjsrEhsdI9mXaKCbWx0fO1bGoVqrlX5XJ26tQYx/JfHRMStWNOiIvIkE9LL86F5z+UZt4Lext70GAGv51POse9+SN93vcvYw3mi2a9Y+mwcSJyuUmH8NjlZ0qb4prmw5zuTr8eZIO87k6/FS9iC+e6hdI4wqAw7UF7PVeK2x1XMAJ0EVmaA10A7Ol7IH8Ur2qFYuK3s76ZjIFO8zjWeyjmbzjVQmbGe0KCvNM/l6vN/qxNmq7mfzjdg50Ik/9eKd+OZYeVzptXnX4L84vB0/e2wzrk904kKxGWfzjTibbyTirfOuNrbi8mg7Lo+24yePbsf5YjMuNUtrs0gOLcKXsgdxJl+P7x9px5sj7UTSRNxeylZq1lW1P5JZlcfyaDvuLy4l78po9mIifHqOiOe1xlYikyL7Khtan+eLzXij2U4igukQYZwvNtP1Oq7f5qoyEkFlWYnA32i249sHO7F9oBNvj5VehGuNrbhQ3VflrHJXPuaNBZ+CRc9ROc3lGykvM/l6uk5pVtukN0F5oQDhdWovIv0UTWoL+n8mX4/z1Tn6X+8xLf5WIKgsVIcqO71bKo+l5na8O96JVyvviYSQruF7RQu+PCGqi+XRdi1t1jtjPS7qT+3vtj0wHUoXBYvKgHX4hRMbydPBd5LlQNFJzwP7NLVbelQoDuYgkqaz0gOl9qp7qo+gYKGgZT/KMmMfrw/Lg+Jcxi2GYCkPl7IHaSymd+RsfnuHQY3GM/1OLxENkRQ09JqcyZfj3vwCQjfrKxty+fpyvzEXIA6HRSOUHo5zoXxBvrf6/lT1+/eH0sPxWgjhTCg9Gb2W4f1LIYSXQwiXQgj/Y6gvwzsSymV4/1gol+G9FUL4++Efcxleuy+CnbNwqJiuCQZ5MWyspzwX9CRYUpBB9DkAACAASURBVK7OiYJGFn115CS4vJd+U0fKe+tj3cv6O1d5CPShe5mdPK/V73qWjs3k64mo2QGA+da1Ol+DOJ9JgqpBSx/dhxY5Dp4aWKYwcOs3DcYiOCw3EVOSXSti7L10zrXGVi3PDBMgyRIhEAHiwK9BkIMjLZwcZHtZQ1UOfB4HV1lILamZyzfiUnM7patzoBM/fridCNrNkXZ8uK8Trw9vJ3JI8qRBnZZI/TZbEWzdSwT2E0e348N9nXhrpB3vjXfiUnO7RmJVViSmIk03R9rxy88+iu8easeFYjNZtq82tuLi8HZc2duJN5rtOFcJE5Fk3lNkTYSPlnCSX1qXRShlqdb3N8c6iZTrXjea7ThRXEyhYOP5+dRmrTAQCeRvOq66msnX41y+Ebf2d1K7sJZ85oPCkQRVpJPiSe1qtvpdgk7/vznWiX/2n16Kb46V9bTU3I5zKFeFM10f3k4Cj7/rXhQAerclwCQe1V6ZBoo9EnZbdjq2OLydhBjTQcv/LNqG+iE9Q32WLaO5fCOuT3RSnVgRp3qYzTfiX/iua/HNsU68OdJOabjW2Kr1H9brMp2txevw2qhOaBSwAsnWs+qsl4iwwkrp0vnsWyiC9fyFYrOnYUd9ljUW0Gsg757GED3rVuVZ4rns09jH0ZCka65W/e5UJTz1XWJHBgbWl8YYGlM4NlFUWI+IBIWdE6K/j/OQyPPOeTQa3zleM7xQHOC5YimF3FoOIl4iEdLXN+ICxOHogenQY7J3COHHqt+1EeEvh9Lz8WdCCCfNPcZDKTh+M4TwGyGEHw1feyPCvx1KYfPNoIcA6S41KsvD8NCptMQeOw07D4PhQrKKKxyLHZQNLeLvFBx0VVsRo87RdmrsPBneZEm7On/eTx0rLem0+NOiPoWOV/fjszmYcKDnwMVQAcZwk9DfHGnHN8e61noOXnoO7y+SQk8LxRqJH9Pby7rH/0nsL2ariWRT+Mzk6/HdQ+1Erq8Pb8dbI+1UnroviTeFGcNEJMpIxFj2M/l6CjWisKGVz1pIJTpEqmarUBAReFl9rw9v18IzLDEgeSFhlvgQUf344XbsHCgFguLr9TtJudI5W4mjh/s6NQEzXwmO68Pb8d54J/7gybV4e6yd0kkCRzKv8mN+WRZsCzP5ehI2M/l6vDXSTtfqXtbKL/J2IbsXR7MXaysrkRSy3amNUnCrrmjlpneBRJxCj+LkRrMMpxLRlheAHgoS14ViM7VVEm+V9ULVFj5zrPystjq1MKf5YjOutjpxa39Zv6o7eiT0XqqN6yNhYz0XEnnywLAN8x2kwNR5an/Kj9qaPEEq36uVV0NtQvWtOmXZzuUb8f0j7Vr61Q/p/7l8I7XNRYh2WfR1XwoZ5oEeG4pn2y+pr7L9nISX2pr6jeXRdq3P1e8LlYCnB0PvsUQ/+3+9l/QQqe+XmLmSPUpGGd2XHlfWPYWJxh3Wrf7qWhqr2B9dzh7Ga42tmsBhmnUeDSUUEixXjqs691pjq3ZcXmA7T8RGIeh/G4psowx6jfMybGr+oaIxuAEvF88IYcAFiMPxBCOFYNmN/7gpXTF4MgkQ60618zwoFuzcDLsUn50LYUOfHmehUSdIC43O4eBBIi8iZK1q6rApJkSyuRTi+exuOp/PuJDdSwMmO1cJCg7YHEiVFg1gC8VmvF7FFOu3S9mDeHusDBMRKbPWd2sp02CvgWUazxVpuT3Wrg1ytJrRgixiStLA8A96YEReRCZ0LYkLB2cSdRGC2Xwjvn2wUyO8Sp8VEpbIk8Daaxm2JLIgkrdQbMbN/Z1ETGgtJmkmMSYZVplfrcSHCN/i8HYSCbK+zvUgMiqna42t+HBfJ4Vm6XfF2UsoLTXLv7K8k3Tpfz3Hihzdz9YR6195J2FnmVK4yDt0Jl+O4/n52iR9CV+KxinUoxXp/M3WN4UViavyzpj+peZ2vD68Hdf2dXaIC92DbU/1NYu/KgMJ1OvD23G11YkrezupPunRkPD4ybN341JzO92X1nyVm9LD0CgJH0voKWJITJV/PYMCRu2CgoJzQ2bzjfiwmtMybepEbeczx7ptWWlkfuw7SW/UVXgA+b7bdsB3dTbfSBPp51D2Egi2jejd1HEJ/Ll8I94b7+aNfb31TtEgxXeE3l9rMLrRbNf6MeaD9+N8DApI3VteA/seWOOQhI41fFlvr9JEAxVDR3W+FRG6hu8qxxJdQ0OgFQ/0ZCiqQeM8Q6x4vhZf0HMZUXEmX44j2RkTctXd94nL8/okdIfjyUYzhAArQ33HV734+eCJtJIUOxYRdiskdJxxoey8GHbF/621hd9pqVkoNnecz05THSfDsSg6aFmit4ax/nbQ4EDCsCF6M/Qs/T5fbMb7rU4apDjY6DyliW50PlcDP8USSQ0HQ1rBmGZrfSa55iBmrZPWQs306X8N9CSHF7PVeLUKwRBZYfpEWj49uZUGdc2VmM66sf3WsyFxaD0NHJSVbh0X4ZYwW9tXn0txtbEVN/d3agT1zbFOEnskTAxFI4lkeV1rlBPMGe5D0klCz8nEtFirfElEeS8RVUuqSARFFuWJ4oTkWyPtHWmRwJg2x2jtpldMbW86W4vns7u1FcVGsjM1z9uUOV+ilm1RdUdhY9sPPSK9SD09PvSOTGWlNV4eEiu+rmTl3CoRcNUpPU+qG9XTyt4y5OhaYyt5TBarELWbI+1U3vNV2BzDsVjOev698U7yaOk3zmNhHagtWG+IfpOwtsKDc1usx0Hvir4z35ov0znQfS9UL2wf9FqxjdCroefSCy0vyFe/43aakE6hQI8H76P2KQHDuToUKDI6fO74ZvpNBpZpnCfRo75Y6dM4QmHHfpht0XpWrCeHbZS/cQyzoovjEo1oLA8b5sb8aOy18zs4tnLMeFwUgT4a1zV+Kx32XBstwbmCjIhgWPS5/E4cyc7UlnS3c1O1Qa2HYDkcTzaSB4SuTu48qiVGtZKOJf70gqgTYxjWpezBjrXCdY69n/V8yAOhTllzRCgg6L2w1mp25PqugVnPYKdOAWMHD1puGQbFiY30uvSyfOke6oR1PSf1cVCxFko7qZoihIMcrXr0ADHUQoOlvEYkfPQgyNWv56gMKEB4T5IjHbMWTJGxe9Xk1VsVebCkSOUjgkhyP5dvxE9PbtUIms6dyzfiOwfbKcyF4V2K6bfx/yRr1mJLT4DuL4LEicr6n1ZqCg16fCiC9AxZ10VabbgYw3toXaYnZX2ik0SdBBOJutIjizvbAi20FCWM934le6tGtuSxaxUv1/bWITGlOJKVm14p1ZFtS7yOZNt6eEjqbPtm/jnHRPehYLWhYQpF++yxzbRogdrJtWoOzq2RdvzKqQdxZW8nedZURwrTerivk57Fd9qKJYUAKtRrKltL836sELGeKevxkPdGz6UI0b1n8424ub+T3gXlje8CjRUSZGyDFB8MKbuSPUrv2lTWne+ha+hl072uNraS+Ff5iESzTape2aeqTpRfeZNVJirDObyf8hxqDJE4l0GlfaCzow+jYOHYwD6RnnyOFfZ907tFoxnFAN9zji9KB/t2jl3yClojEccnjn8cY+w4Zue7SChQONgQLXo8OEFd74PlEBQtr2Rv1fZH0n4gmgMi74c8I8EFiMPxxKISIOO1sCtu1MY5INbbwY6GnZVd35uTy0W+OVFdXhVOcpMHhaLFzt1gJ2o7TXbW7OQVA61OldYlziGhp4MudRFwelho9eplGeslEphGekVkfZsFcbDX0xotAqDBlNYx3p/ijDHNOp8WWQ6QGgglgPRd9yeBELEgIdG5JDIi8ZpvsYg5FyQXLHMSeT1TsfciWyIiVxtb8Z2D3ZCOWyPtRL7eHOvE5dF2zRpO0cHvFB6yEGsSuMKhFILD+9AaTK8FQ2R6zT243+rUQliUHpIqesTUBkiK1/Z1UnnKY0RCzbQoj6xnEXHVhwQHvTxKs/JzMVuN+4tLaYPE4aFT8ZXsrXh7rB2vVvMS5qs5F+8cLFfd0iTuT0+WoWcrezspnfJMMXSNXiBauekdocfOCkd6X0h+KYJs/lk3EhbydFBILQ6XK0G9e6id2jTrmR4o1QGJrdqw0qN3gmGQi5U3gkYHtk16lET0uYIXFylQGmZRvjIyWNGnclP6rja24nuH2zu8VDSKqNwXh7fj1Wo+CcUN3wnVk/KlcCp69mydWhK/tq/bdubN+2U9duozaKiyHgv2k2z7JOrq63n9ufxOzUOi/kznzqHdUkBZUcDrrfjoNdbQ8CSDAD3VOs4wYgokjkeXsgdpVTzrNVEe6QnRdxkPOeeD4sIuZ895IgzbOpvfTpsC2w2RuT9Zf/9oDCF3AeJwPMFIIVhaWYJWBrk8FYJl53yoo1MHI7HBjsnGj7KDoouWcaQ8T50eO2ieL88BLTwSLOqoScA1oFHsWDHC6y3xtyRfAxDzSOIvckdPDK3DdpL8lexR/OTR7fjh03V3v/JBK7vmdSg98mbYMIDL2cO01wGtlCKhJEOXs4fx5kg5gZNLuNLCRiug7qmBnd4GkTwKEE6+ffdQO63swnCOXtZta/2kp4beBJEe5U9LoMrC/MGRdvp/KqsvWUrPj9oKiarI/OLwdvzPLl2PXzn1IC2vyvJTuYq8LEBssA6XR8v8U3ToL1cUYniWypZEhuSbXg6VF8+X5V/hffRi6TcrpETG1ic6aWUuhQtdrZZKlgDRJobn8js1Qiyiy/YnizRD0fSbvAEz+XqqT517o9mOm/s76Tg9KNbzQSs72ww/qi/VoUKqbjTbNS+W0vSlZx/F68PbsX2gk85V+1pqbsf3j5SrnVEgT1XpV4gR80xBJYv99eFyMYK1fZ3aOVcbW7XlWu27QXK/sreTyr59oFMTMbqfyub68HZ852A75VniZQplx7Kl2GO5W8OL0qz+ieJZ5U2Pr94XTY6nQYAhQheyeymfWtJ3Nt9IdSJBK/HOd+NxfRT7bJWR5pTofGsgUV+h/lL5tB519cfsS1lu1sDFflzp4vwOazTT9TRW6TqWOQ11fKbuZccwlTfDmS9lD3YsEENuQEOlDdemOLEGTC3nP5KdqW2ErA1hNQ9EHGVXf8sFiMPxBKMZ0k7oLSxvl9V2QR8eOpXEBUkzOxcJgVey7iZm3JSIHY+8KbSS0BLD45xTQmLNmFQbq2ot/+q86Uq3noJe3hVaoXQPEnp6SUj4JRA4SPEvBzENfsrL5exhIhn0NOjem/vLAfFCdq9GCCxh5mDDAZehN5wHQGu4yBKthI8TB7P5Rrw73ok/c+GNntZNWeNFRj5zbCtZzm+NdFfMEhkg0VF6Z/Luhms2pEZkSEJksZozsVCRQU48vzXSta5qkQBL3EnIbTiKrKvtA5349sFOvDveSeWp6+kp0Efx/SJ1Ikjar4MCg1bzOZBEWd+39ndqy63SiizvGS21Cidh3iQE9Izrw9vJcm9DdkgyZVWmJV2/H2nMxOGhU2kncolqlaG8ILJSMxTIejkoWqxXTedSuN2tyleEW3mnB3EK9al7UJDY8CF5YWgFZ+jY1crzpZWnFGI0m5fzQ5ZHyzkTWvGKQnF5tCtM1GZUb7oHw6LoxZhCPdCbwryqvNYnugsaXG1sxfePtNOmgfSKKJ+rrU68N96peRDkwaI1ne8GvTB6R2m4UblzpStr8LDiUQYNCnnl1XoG2FdoHpnefZX3LOpaH3lmprK1tN8Qxw15VBeKzXhvvBsWpn5VIt6GKvUyPHGskcdL/y8Umzu8GUrXrZH6YiEc35QfzglhOcqTon6LY5vGbF1vBRLzpLHWGvloLKRo4Z4eDNPi/lzccNcu338+uxuLwZMp+kLeD0VmcH6qCxCH48lG2gm9fLlbNXenlr4bHjoVTxaLO1bCoMg4ky/v6OB0jo7Ra0GLiKwf7LDsTq0auChY1HlyMp2utR4HekQ4d4TiQs+wHg9a60TUaa1ip63zacGyaaS1kPNUOEiKDHGg5UBPi6fOWRzerg1GtH4vFJuxfaC7mhbDDCwRokeA3gkOpiqrmXw9rcxkSStJ+Wqrk8i2yJpdxYlW0OmKGJAo0EvBcIb5YjN+9lh3BZ35YjO+h709FJKlNIpMkvRQ7JHsMl5+ZW9nx0o9KgeKvCtZOamee0RcrSZB/8jz9+Pnj28mIaTVz/SdJFvHaGG39aVnq34oQik6GNIyl5c7pP/E2T8Ur1UbGKpuek18ppfr4b5OjXTPF5tptS9NRG8OnU7LCS81y6WD1/aV5PZaYytu7e/ETxzdTvuhqKw293fSzuSa+0BRQpGm/DC0x3pxOB9D9Uvvn+5N4aEys6ReYUrci4XvFoWo6ookXiKPAkPzRu6Od2p1L5Kq5+teXJCAE+UpmCmA1R5F/lVuEuJ6FxWiqHKU50MkWOGKJPDqP3RPvjv6rmcqz2rn1ptCDwu9WapL1cls3l3xjH2myl1tQ9fJQ/bBkbqYseFUFLn0floDDcWA3i+G91oRof8ZqivjlPUq08vRq2/neMV5JfSkMJ1KuwxZ1qPPcVFzNfWM6Wyt5pnQuM9NA+nl4HyOC9m9xAUYpiUDpsTHjWZ7R1TEhexefL54PXlAtDKnjczoekNcgDgcTzJKARKGk+DgLuhyfQ4PnYrPFK/VXKgUGFY42PAqCgrFeTJMS+ews6MbmG5mWXasd0Gig1YcWss0cPWKneUgZj0WJCMUC7R+0XthRQ/FggZaWTKZDwoZERAORhpo1LHbwYkDpA0RkzXUhmeJHDGNXAmHng59v5I9Srura4CzllASoOlsrbY0KTcltOEnyh89ASICvB+9FiKG9DhY67GIjwgeSY4sugw14vKm8hBwwjvDkxg2RGLM8CERVhFupV9k8IvPdEM7SCavNspVwrb2d2rPEcGgwOhl5df/Egr05oigk4Qr3dqV+tZIubP6UnM73hxpx5W9nbTUrCb8qjyfKV5LHhAt2y3CReu/8i/xSm/WnKkjlZ88govD2/GPPt1dGldzMZRPhhWxjdDzQpLOkBoKcLZnijkJgc1q7w95DtSW9Vx6blQfN5rtuDi8HZdHy319OKfkE0e3074VVhTx/ZNw5PwYefdUpkqzFezyEMr6/+nJ7lK79r2ZQj5UTmrPrB/2C2yPDD/SXiBqW7fH2jvaHPtdigS2SeWH3hg9i+UkD6Pave5PrxiNDDQyqbxorJoyx6wBiIKVBhpbdxQNFGr0LOmZNEbJ+8v7W7Fjxwd7f9WVxkAKkK/1lwvNcMyTuOTYrfGcooLzPDTmH2nM7AhRo+FQGxHKC0JPCL0fZQiW74TucDzJqK2CRRGyZ/eBtPJEMXgyPlO8tmPnc3o4prO1ZBG5nD1MwoQEXUKC8aMSJXTb0iJCiw9dvhp4+Jt1heue6qB1P+s210CjjpUCQqSEgkf3sJPtNHiqs6dg0nNoaWM6OCBaC9XFbDUuj7ZrpNmGbtAiR2u4FQ/WamafKXFEUUOBRjJPa7RIhIgDhZQIjVb34eA8be4vz4clQhpIFYImAq1yoeVeRIRzKJhO5ptlL0JH4nKtsRU/cXS7NkmXokh/rYdCpFOeAB5nKA2Jt+pQxJChLvQ4USCKwNDjMZdvJJJrV/tivXPuzFJzO65PdGLnQCdu7u8uJSuiLaG3iFAjeukUgpUPnojZwPH4TPFaaqMSglZAsX5J4Gm9p7AVSZY3YHN/ubv81cZW/Pjhrlgioe4V2jVnykPPVV6YTh2jYFJ+GBql77Te87569o1mua+PvGn0iKhN0xsi8sxyU7unSKD3Re+fvlOYqE1JmLMNsux5T4p5eqKs14nigGlmOJTmzDC99Lix39G96L1TP2KFh96BmXw9rrY66Z5qQyLl7HdI1GlYsEYoll8v0q/y1njCPNIARhJPwUMR08sYpd8lRjiWWS8M+3trLOtlHLOhY1eyRzVjoF2kRddw/Gf0AudWMkrCLjaj9DE061x+Jz5XLMXm0OmayKDo0O7oQwOTsS8MuwBxOJ5gpEnoWlmCL7ssEFoFix2JPpx7QYuH7ZzsxoN069LKQoGjlTNEFPkcWoVsp0rBcDFbrYVqsNNnSJQGajv40DrOOSB2MiA7dDsxcCZf7xnny8GJoQgcMDTQcEB5KVupEQXrrreE1FrsLmUP4mqrtKrfHOlOBKflnNYp/U9iR7Ijy/5UVoY7SWiRNGlHd3lEdD4F1VRFinWt3a+Cz6T4WSg249sHu4RuOluLnQOdGrn65NFyjgBJpSX41kMgqy8t42onOl+T3kXQFqvVnTTnhDtyy4LL9mit3jaf9IxMId0itouYv8HwI3pyVFZKp+pxfaJTm+fAcC9bLvLWcBGB2XwjTZZ/pngt7WBcDJ6MzxVL6T7zlZXf7omhtKlN0aul9FOYss6soFOZ3xxpp7lFS83t2upaNk+yli8gDMzuZE4iTdGvNqDfFSqoZ1mRb0m0vDp3q7A0/a7jWjmL6aboU/7Ybuj1Yt9AL4jed123PtFJK26prm4027UFCtge2YZp5LicPUz3pkdOfde98U7NI8X8SCyT2KsfVztRuxHB167r6rMpZKxnkqKDZdKrv5SHxnpzbN3SO6J5HBrPVMe8NxcfoRjQe8fn2LBcji0UKVZEsfxU1jrOcZPXc/xk2TPE2Rr3prK15IWngdFGPSh/Eh4a+1V2vFa/PVcsxdHsxdqeZPpoE0KFZrkHxOF4slETILIwdNfdLr0h2cDxeKyxsGN9b67zfSZf3uGC5coYnGjGTYk4p0N/1dHSY2EnmdsOl14DCgR2nJy4TeuSjfWltcwSceudEAmZytZq6ZPo0H1eyd5KAxHdzlaM8N42jEq/cwAl4aD11lpALaGaztbi8mg7kRsNlCIgDBUgibo3Xk6eZgiGSL/udSl7kMI9NHDTkkoPA9NFi6XIND0EetbtsXZ65vJoO1nsRWzkrWC6ueISCcb14XKOAon3zZF2fO9wuxbKw3Kg96NzoJxwPJdvxLV9nfjlZx/FLz/bnbxLMk9ipntY0stnWQ8APQbKz7uH2un5fAbz/Mmj22nTPNVxL7EjYj6P9Ghy90KxGT/1VLkj+NWK6DMdTxcfSxsRFoMn49HGbK3O6YmhtZmeApJG3duGY32ianvXKqKue3LZW/2vMrhWhbJpLsZSs5z3sNrqpF3luYkd92NhOVHoW2MGLfD0HjAch/nnYgMfP9yO7QOdJL7n8o343uF2/Pjhdq3t831XXV0f3o6d6loJ+Jsj7ZQ+6y3TtfqdaeG8Ei7oMF9sxi8+0w2h/KkX7yTBSKu7ykXvIdPM9qv6t14xigR5julB0XwQfacxQQYSXc92o3LWs9Xf0SDE8tJKYPxdH51j52rQIKW0K7yV4wYXXNH95UFZKMp9MuzYRo8NQ5BpkKIwYL9tPR3WkGXHSc6f5JjLSetKh+7NuSBcNMauksnl+VlWfMYL+RvJkMEtAfr7mkmIyCvic0AcjicbzRBC7O8bS5PQ6fbkKljHGgu1DotxnVzZit4L/WY9Ii/kb6ROkx4R601RZ8iOlaSeHaK19NPKRLKvjlOD2gIGUt2HgwcHAXbgDJ2iSKL3ggOz7qu0sSxpqbJWL3pYaEVTGVEckTBrojCteyLnGsR7bTDIUBRdp7zM5uVE5NVWZ0f4lP3OZ4qscAdzDfryoNiVnXQ99yigBVV1d3usXdusjZ4VEhISMIYbMPZdoTT0BDCkgQSK8ffXq9j+Hzy5lvYZYcgP80XBpudQFFnSaEN4pioBIQu5vBok8XOVt+Jz1WR3WY+Vf5Jlhte8OVaGNGmyviz7JMYi6grLkhA91liI2cDxmA0cjwO7D8cjjZlU5vzLsiMhlnC1otl62xQC9uZYGcakCfCaX7A82m0Pdp6B8nl3vBM/fHoj/s1bvy++fbCTPAnKj9LHtsD2SdKsvMmLyTbai1hPV++B0ixP2eb+cpL++kQnvTMq6/miu1KS6lrCZB7CUM9kqBqNF3yvKEAkXDoH6ruxq+z1XmnVNpWRFUV6lpYrtgs9XM4epj5J96WHjd91P4abqv9SH2fzpz6Lfa/ExsN9nbSyljW69Gp3+p3i8kr2KPXx1hgljwfHHYZdqQzoCee59PbY3/V8rdxGsWPDqZRejWs8znAqjUP0jFAU2DHHzg3hJHWN+xxr9ZvGOYZkc5ynIFEI1mj2YvJ2aEEcRmYoVLy/b8wFiMPxBKO2D8ie3Qdqcz+4IeHTxcdqblR6KCgeaB2ywsLGlqoDkouWc0zkMaD1Rn85mY67pavzpEVK3/lsayWiwBBhYUiADdnS8Veyt2odPeNyZdnSwCgPiQ3ZooWUng1a13TsQnYv3VMDuR2kFArC/S1IajW4LFbLTMqSSALFAVxEgd4REQC58UksOdFax2w+SYKvZI/iOwd3xrOTqIucyoIvInML4ST3W520mo8lRBQdyhut/rN5OWfi33rhrUS6ps09RFQoWBaKzbg+0Ylf/Y7bcWt/p7bhnBUqVlQwbcoj801vkMpGS/CSVEsMLDW343uH24n4kYRLPHAFL3oL6O2gVXoa6aOHS/MHtKngTL6eJo9mA8djPngieUA4d0aWcT2X3inO11C42Fy+Ebf2d9I+D9bTprSJrLcPdJI34BNHt1MoFj1Qs3k5if3ueCf+6PP34zsH2+l/rb5FL9KNZjt+5li5WaL2hGCoHz12FIk0WNCzpHducXg7fvnZR/FTT20nL8ztsXLp3lsj7dpy0rqWoVxsKxIbbx8sr5VgUjmyb7NilZ4fXUfvkerFtlXdSytzqcxUNsuj7bg+0alNIGebV/+ihRYoQtTH0pChZ8zlG8kLxv6il6GIIlvtSt4N9rf01qqP4EIh8jqobTBklJ4fGprkxbF9OQUHQ624qp/GUdsP85nWC2K9Jiq/XkY5iSWO3Y/ziFCQaAUrej40lp3Jl9P4pkgHGcokLl7KVtJYzzmSjKQ4l99JGxFKbAzuObpjNawyBMs9IA7HkwxMQm/Fz1pCHQAAIABJREFUvr4ivdy7d03E/v7RtLvxZOPV1HnY5XjVgbAjlJDQPBEJDB67nD2szSuh1cR6Cdhx8zjjVNVxq+Ojt4FCwHoXZFkk4WSIUS9LE93n7PRp8VLIAMVGL88GrW9MkwYQpYWhDfZ8hq3ofA5+FCHKp+L67eDGwVQCgsRP4oWDLz0MU9lavN/qJC+TBATTojA1xrXTQmvTKkv/FPIpUvGpp0qyyYnbVkyxnETS5dX58OmN+OVnHyXCSisoySjnwCyPtuP7R0pvULva74HLxnKOgoSh6oV1wdAw5tmGANHDo5AieStuj7WTB4AkeBr3Xxzejv/2C2/tEIj8kKiR5M9X5F7XaenWD5/eSG3huWIp5oMn4tDAZBwamIwHi6laPbJe1EZlZFA6GXa1srcM9Vqf6MSH+0phodAihlipLrSpI5fJ1XfOOZC3Q6JNE7E1h0RzMuxcDN6PnjfVM0UaRaS8gDb07Gq12tj7R8p5NQrZk4j/9GS5XLEMCfTMyDovYS0RorkwP/L8/TR/inXN95veml7CQp4zeruUL4UzKR1qu9PZWlxtdWp7aKhs9Gx6A9ROuZId+xOljYJC57851knlQnLPfkzCQv3PVLZWE6V8H9m3UNiRvKu/oCdahijbx8sIRy8RPRS6TvlSH0FDG41L9n8a2fQe8VoaLjieWO+JHXN5Dz5XeeN8FY3zdiUsjcsSuvSKcAVMhWEzDSeLxVgMnkwRGZp0vntXK/ER7gkSXIA4HE8s0jK8XQtDq4q3bCUXaDF4Mk42Xk1WCttp0A3LeRCvZG+luSG99gZRZ8TVsqzLWM/RcXWi6ijZaVpXse7DDtcOAupov3CiXGGJMcWyEHGgUbo4qNgBSCRK5EDPocWLxJihBrRYcSDhwHp7rF2z+knEcGDXMYV4UTDYMB+RGf2l2NM1JNOyapJ4iGSJICyPtmtWWhEL5sOSdJIrDtz0VIisiCCIeDNMqJcnR/mcQ1lqM0SJF1n/p1A2TKMIyL3xTvzgSDv+ue9cjNerSegUESSIDMPSs/kbLf/Wu0ORJdJ9a6Qd3zlY7sexaiZO63y7s7o8V5x8zDqbrwi1xMlqq5PyTg+DCCrTozLRMrzygLSKl1Pdq7yZRpaR0jmFNOnZEhUMgaLQXig241e/43b88OmN5MGwywvTei5irTKm14crpSnE6zPHtuLavk7aC4OrcG3tL8tfnjkKaZJoii99lzCksFR7ni/KeRzacV6EX23Dzlmhl2C2yuPW/k5KrzwperfZLkWAtUs6ybA8ExQy+l/PpEFEYpXlTo+NNYKwL9IEdl2j948Clp6Y22PdeRo6X/0F76/+T2lW3TH8S/0SvcgyZtj+ejor541RmLDvZ+iWCDqvVblZg5XeI9uv05hFIw5FgA3PVVnQqEZRIeMcjWsUITT62QVVbH7pJbGbCqoOlMZe80cZGXEuvxMnG69WAsTOS+3uA6JNk90D4nA82TD7gNTX2tZEsHzwRHymeO1rCoYX8jdSx6LOjKtk2Ulo3NSImxmx06WVRp2mlmCkh4QiRJ3kdNbdTIleCX2fqywz+p9WSna8HAgoNuzgwWcwlpcih94Ta+m3Hb9ImQZaknKGeZAEcHUsS7Z13pwZrFkWdmCkuLCW+6lsLd6tQlJ0Lr0T+kwh7boXycR0dR9r5eRHJONaYyvtSixrNkUDiSzzPVdZ7Ski5ovN+O6hdo3sUgRo0FfIme67UGymnc1FZK7Bei3iRXLDdFmSulhNgucu7Qy90v2uNbbi5v5O/NRT5fl83nyxmVYSslZvlrkNuVJdLVYTme1+IbTeM28k0vrtfHY35oMn0mey8WptTs1qq9w5/u54dxK7vBD0LHGDRs6RkTWa6dB191udNPdGSwVLKFMA0ho/l2/Ezx4r08V2pLyJqN4bL3e9f3Os9MAsj7bT/iMSH/KM0ONErya9FSx3kVz9v1Bsxi89W27aqbxdH96Ob46VaVBZzOTrSUzqHrO4l9qOhJPIq/JIo4j1itwb79TqnN4T66lSO7R9GcXD5exhmvxPY4KeT0Fzt9qFXeWvxTCUTokneuo4z0SCQf0wy58Gk2uNrfj2we6qXOx3ZvL15EFSedLaz7BTPYfeA+tlp4FHdUDBZMUDjSe6F4m+jtv5gDS2cHxR3uyYyjTZ8dQuBqMxiaFTeqadt8n5HhI7DMG2cz25x8i5/E58uvhYmoTO/cg4H6Q7V9UFiMPxJCPthN7fP1rbC4STvvLBE7VVsNTRWEsGY0QlOnSeXYZXooVzSjg/hO5lHlMHeC6/kzp/Tvijp0Fp6uVmZkdN0koBw86aQmKqsoLpPouVRYzn0hMxhQGLhISDDCfn6RxZmEUOOOCR0JO00oKmjl2hadcqF79IK0mDBhR6HeiVIMm4lD1IIVESIfRSKF3aQI/eCBEShnjpfBLBy9nDRFpoldTEay3/SitfLzKhPJCUa54A0828kuSJdMlSzTAfbbCocBd6gEhmVW+WKC41t+PbBzvx199+Kt5v1feFuNrYiu8eaqeQIG7mqHKQxV7EXenVc2wc/3xRzo2QcNK19MSwLBSip30nelm3RfovZqtxNHsx5oMn4sDuw7FVvJzuyz0nFP5G4acy014kt0ba8X4VyiPBorYh8s8wN3pI7KR1Wf8VNkavHUOL1J7tJn/0NiyPtuMv3Tkb3ztcLimttOgdleeCoVkUaWxjNn0z+XoSNCxnhnxR2PNdsJ4GetdujbTTEtUi7VrC1qZD6WR5sq4uZQ/izWpn9OlKjCu9FB4MY6IHRXmxnlC1AdUln8t+zoZLqT3Rk6OQH5JxEnHmVeXBhSvkQVTd6nx6r+nVoCeABif10xyX2OcpzdaboDHDjjs0dNEjQ8MWDXC6RmVrxzAKMz6Dy+FTLMhYSG+JneOpNNhQLEY/2P91Pxkhny4+FvPBE8nrwUgMhYVzPkhwAeJwPLHAKlgTOyZ+6cXPB0/E54qlHSFYDKmyx0j85ZK1YuWlbCWFaFFsiJDrfy7bS4+GFRu05lgCzjkADIVhR09rk0i+tWapA7ehVezUKXIoLnoNWLKw8fkqAw0eFEy0nF3KHsS74/UdzilCOEGeoTAiWww3krAgGaClnB4KDfQvZSuJMCg8hKRegy0HX5JOeh7mi80aCZdAEzllDPrK3k7ax4RE31pzlc45Q+ZEBmklVb40p0DXyQr9mWPdJV/n8o34cF8nTRSWFdYuvUsPBL+L2H/2WLny0NsHO0lQiVQtDm/HD5/eSHMbdC1DgG40u6KA5Epluzi8Hd891K6Jl5sj9Qm/In3zIMHKp7wyShfTP2fax5l8OY5kZ2I2cDw2h07H8fx8Kl8JHYoGhlPRCzCT1+cfME0Sf/fGS4/EXL4RV/Z2djyDAoxiiueoLGy4lp55v1pumKt9LVabH94b78Qf/6dW0jLWvFZtaH2iUytL3VceOLU3ebd0LpeLpcikKNZHAkRptd4znd85UKaZZaO/fM9UX/IYKk9cFMCmcS7fSJ4LtT32aTSMPKw8MvadpXAk+VcbtH2F3lmWufo2in7rgdb1vUQS+4P5Sujq3jYci6FI6tfpdSXxVyirDD/qJ2W04pwN3V91oudbw5YdD2TAUx7lodB1FCCKDFA+JK4oYuiJl+HrbH67Fhlg/3J8tmM/BdHFbDUd07h8Jl9Ox7ScN1e/SuKjCg3XHiC+EaHD8WQjeUBkXeguc1cKEi2tebQxmywb3K2cE8vp7ZDHg14Iul51rTovEnkKCoZZUZTouzp5Wo3kLradqg3vsh0641w1GNHtrg6Z1j4bE2s9LHy+HURovbIDBc/hubRsabCVV8G63ymSOPBysKUFTCRrJi8nmmvw16BGrwhJI0NBrGDjX2uB5GRQER4RbA2+1hrLkBMRY1uP+nDX7s39nWRVp6eGYT2a3ErirOVSZ5GGRXgQ6H3hpHEKEz2P4oLLx2rC862Rdtyq9jTRMYomlQXJJq3qJJ4sH5JgzgNZ21c+a3F4O5WVFSecDC8RqHqgB+Vy9jC2ipdTCFZz6HTyFM5W5ar5MhI82vDuapV3u+StFUdsO5w3oc/NalI+94Sh2FY6VVftA51UxsofSafSJlHK1aX0/KVmdx8ZlvNsvhHfOdjeMcdH95ZHgc+Uh0qrLan9KUxtKuuGAG7t76Q9WeQhWoUQoejRR8tdKy1abpmhSvSK0js8m9dDDeWt0v2URmvIoCFloSovel9p/NFnvuguCax8qQ41+ZyiQvXH/9n3sF+yaVtqbtc8kuoP1R6s94IGHnlo1YdYATFfbKYxgPelV3zajF+a50hvDz1MzJMVWdYwp2dy/LIGMIas2UVfNP4yBIwhWL3mdNAoyYVnxB30jJsj7XQ/rqpp54BoT7Jd/eNpNSyu1BlcgDgcTyzSMrxaildWB602wVWw1Kmo42CHRVctV8uyYoOxpHTT6sOOnBYW611gSJXuQ6LOjo0d55TpiCVgSKREtu1kdzsYUCgp7VYYcS4JrVy02jF/eha9H3SRK93LoyXZojWPokJ54UCvNf71TBsyIGI9l2+kze0Y8iCPjYiUyO8HR9q1MAaSCpUlB1wN7leyR0l4zOTlBoPvHa5vKKiJsHP5Rvz44Z07iytttIDSmq7dsJU3tS/rPbGrBc1XRE/HRDIouCRMaMlVPq3V+v0j7fj54yUBEwlTbPzDfZ3aMrASCpofIpFCj8NsvpEIvP6SbEociKBeH96Onz22GX/0+fvxRrNdm2vBkCOG3Oh6iSXtmi0ht1CUe0OIqB0spuLw0KlYDJ6MreLleCl7kMKmOB9Ez1Ha7labW7YPdOK7h9pJDGkTRM3T4MpUNlSK5S1CutrqknSGmvEchnFda3Q3OqTQsd4TfaenRQsEKNSMnhbVmYSF0klLvt5T7rtCowSFwFzlGXhzrJPmI6mtf+LodloNjSKZXpXFSvhS0LH/YN/Dfmo2Lz1/aqPc3JLGC4krvev0PlBA6xi9q0rT8mi50ILuR68il+NWvyiPhfJgV+qbytbiscZC6mP1G1fFopChEUplIiOPhAINRhQp2mvpcWFUGltUrtZzr1CsmbxczljzUWz4FQ1nDL+iwc5671km9h4Mw6Lhz+45Zcd/Ghntape99viiUU7H5AU50phJAkQrciocS5sky0gaQu4CxOF4gpEmoWuJO+0FwjAsrYLFJfQ4sWwqW6vt58Ed0ClERHLVydnNjDQAMZzqXH4nuW0ZbkXiro6dk57p6uWgw5h8iRJ19HStc0DQ97l8I759sFOzoHHgkTVLA6TSqLzzfhxIlA8Nfhyc6FGwbnURPA3G9IiQnNOaScuhhA6JlIgtLagUG7oX5zmIbImU0epI67xICUPOFjD43xppJxJ+tbGVrJ205DN/FFEMydD5Vxtb8dOTW7F9oJPC7kiMZvONtLoRCazINQn/NRBDrU6kUC2SFIad6DlLze34o8/fT3NPFOKytq8Tv/Tso/j2wU5tXsb1yiPx+eOb8d87cy+RKRFdETgJGZtWleftsXZ891A7Efn7rU58/0h9joJEgUQOJ3LfHmvXPBfrE50auSZ5PZ/dTXNA8sETcTw/n95pWtJJJBmSwnwwjG2pWaZjcbi0hK/sLZfl/aHnHqZ0se5syJXKW+XBZYj1mwSnRMJU1l02We+y7i3xyonnanNz+UZcbZX7i8ybOlEbEkmn0OX9KVpVZjrOPUoUrtQ+0EnC9tZIO/7F6T8QV1ulZ4tlTu/naqsTf/alN1KbU3tRP6Z6kbfL1pvKU0JOZTZd9e/0Pom066P83R3vLussowCt/zP5elpYgQYLvme8L99D1Yes9yTeNO4wBI79JPtg1g37e44PC0V3zyiNE3ruTL5eW8lR+aSnRGMajWlKiz4ck+hFUXiUFR/0jqhv7DUG0UCmieMUGjQu0svPFawYbtXLIyIDHfPG6zgh/WhjNg4PnUphVwO7D2N+aisdH9xzNPb1jbgAcTieYCAEq1xnu79/NLk+FX+pdf2fL16vrSxF7wZDqzSvQxPR1XEpTIsChB2rXPOc0E5xwg6UngYRQ/1mLTbsZO1qWxok7OBCKxGJhNJgY3EpCnp19Mq3BmE7KNG1rzRxQKHn5NZIuyYkprK1ZAWVVVLPoZVVwo3iRyRD5G9tXydZlmV54wDPgXuhCnuheGEedH9NfmcIAcUHrY8M/2H4Ej0WvD8HWBE0fRaKzTRXwHpNdL4IoIg4xYestRRkC8Vm/PlXvzuF5NDzQtHFicJvjnVqIu3jh8tJ1p85tpVIscjc9eHt+KmntpOVmumZydfjjWY7/qsnu23ehg0pzEtzapR/hippEr9W8nrvcClUPjjSjl84sZHqtJdXRWVL66/EYKt4ORaDJ2MxeDJOFBdTHYl8K7SMZFt1R0+Gnk2yrd9liaZQlfeBCxMovXaneHmDJMo434Qhfmr/nz/eDQEjIVU6V/Z2Uv3pGQsoa4Y5qb7k2WOoGb0ULOfZiszatsv0aj+R9Ymup+izxzZr8zhYfgvFZlzZ24lfOdXdlI6ey17vFz19DCNTu1XYm31XbV3qN+1hQ0GhPoICTd4rlQUFJtNDI9C0ucc0zlEaZbCSZ1gbNvJ31bnqbdrcSx+VBccAfafhx3oQrCCxgonlT4Ob+nsKMOuFsSJJwoXnWe8NJ5prXy/OuVS6dS6P06BIQcGQLD5Dc0bO5XfiC/kb8Wx+O76QvxGPNGZiNnAc81FbtUnn4iYDuw/7TugOxxOOFIKlF9sKkN27JmI2cDweacwk7wa9H/R2qPOR+5VL9nIeCAn1lexRvJDdSwOWXVpX1h66e9UZ05W+ub9T67BpraG1iHHAJEjsiBkDK8JP0sFJfxrUeD8KJEv2bTyudY3zGn40+GiAF4FnOc7k63G11UnhNRIiCpHhgMXBnmSIBFrXK9RLxzV43zXLwVpLKwkdict0JUpoBaangQSA4kHnqCxlObUhIBQUFK70MmmjO1nBP398Mz7c152oO5OX82AUAtYrhIREUWVA4sNQMAmDG82ul4d7Unx6citNKte8AVm9RXIXICDo9VDMPOczKKxMFuqlZhnqdb9Vhjt9cKSd5n/cghihV4CimyL0Uvag5jW6kj2KW/s7KXxieOhUPFRMpzY2l5fzId4+WE5C5uRuCQRasCUsRKBJOPmdXg+VGUXHaqsTP3F0O378cN3rw7Coa42t+AOT5V4f3HSQopzp0v98fi/vhMpG74Am8+uZq61OfO9wXehZkUwrv30HehkC3jnYri0rPG/qkgJPbVKbhfL95r0prOllZribhJhCPPWbrpk11+g3eitJoqeytZQueWS1gzmFWi9CrTla/J1lSILOfDJUVefJ86A2xvxpbNF5CjOk8Yn9tgxrnOdhx0KezzlzNFLpHKaRAozhXgwhtnMQrUeGAoMfiRDdS4LkleyteDa/XbvGGiQlZOyKVxIvNmz7uWIp7i8uxWLwZMwGjtfmomriuTwh/f2jHoLlcDzh6C7D29es7QGi70MDk0mA0I0qYSErBsOyGIqlD5fePZMvxxfyN2rzOGQlZ6gRrebsLG3YgGJu9ZeTzmkNsgRf1nkep3CgxV7PovdD59KVzvQyf7RU0cVP0bKAZ0xna3F9opPIgQYbDZoil3qmiAIJMa1/fDYFkSzBIl26D/f40LHbY/W5HiICmqxOa+ZsXk48pldEgzzncdCKT/KoECPlXfeW6FSZKh0kLBIiHKCVBtUlvRw3mqVH4uZIO6VdcxOUFu0tIRHF0DR6PihGKFg+cbQsZwk2WrA5J4OiTeRSc1HY7lVuagcKp6EHQCRU1vFffONCfPtgpzYHRfeTd0bP4IRzhjhRdNG7djFbjeP5+Tg0MJnmgWj5Z4Y8WW+iJZTT2VrNA8NyoPfBhtHY9Eng3R5rx69+x+14o9lOGzfa0DVOLL850o6fntyqhWpRaOk8ev30jiq0jkYCtfevnHqQ6kgCS2RZ3gB6RNheRYJZBiTfEgK3Rsplm987XArLhWIzLcGr91vXq34Z8kbPFEOSVNb6X3V+JXuU+g4ZPORJsO+DykT1pXspX/Q+W2/JUnM7zTOjoYP9AC36nGOi/orlRcIukm3PUV/FvpKkn2mVscQaoWiIsKKE80N0Puc7agxS38p0qM55f3lZOPbweUqDxI31mkhI6Bj3+tKzKVo0RktgcJxnRIRdql/j+6XswY7VM8/mt+PRxmxaypsChHuCdCem+z4gDseTjGYIIVkXaGGgEMkGjseDxVQtnIkCRJ0nOxJNKrMT07hCFl266iQ5J4TzPnhcHak6f2spsu5iihAOVHomO3124CLoHJSUHnXivQYlu/67PCZKB8OvOHDRkmeJ+xQGblrZeg2qJEAMG9MAa8PFRKxoCbREgXHfInLWwkiS0iuER+kRuSCBuz3WTsRTE58Xis0d6VaeSW5IchRGRUJFC76IgZ6ztq+7m7jIItN1c6QdN/d391Gg9Z9WaZEd/r9QbMbPHS89GArj6uVFYegNJ4VTqJAoy4ugeHsS3SvZo1R+nzi6nRYrWGqW30WQrRD63PHu/ySZ/E4CqrJV/V/OHsbR7MW0E3pz6HRtXpcNNVKdkEj1OjaNZzJcS8e5rPJMvp4mgcvrQG+Ryu7Lzz6K7x0uPTLyGqnNStCt7SvrXER+HgRe5+m+9DBIiFBI8/z7re7+IbrvOwfb8cOnu6FbJP0sb4lGhgOpPSl/C8Vm3NpfhlepbJgfKzQo/Omt29rfDV20JHwKaVoeLd9bvlM6h+JN/7Mu6YVgH0jyL4F8d7yTlj1mWcvQwOsooNneVKbsy5UuG2amtNswJRqarCeEhiyFJdFoRYGj8YHly7HHzhOUV4iGHCtMdH2vsYzj3my+sWOs1BjMVR91H0Yl0AtjRYbdq0tcgIvMWMMcl+Q/l9+Jh4rpmA0c3zEfVft/yBuyZ/cB94A4HE840j4g/X3N2N/XTCtfSYwM7D4cm0On47HGQs1iwU6GczbUITH+cyrr7krOlbPUAcmybS0k1pvATpkdqM6ni5huaBuKxQ6/l+eDc0isxch2/BI+sqYpzSRMUxhgKRzoGVH6pns8R1ZAxf1accKQElpH6TnRYEuBodAsEWxLfOg5IBFW+JQm6Kr8NOAzNIZChr9x6VIRGREwTT4nsaPQodAiqbcrWU2Z/NByfSV7lDa5s54YEbWH+7orKJFMKV+qB3oO9BwJhPutTm0lL+2tIaLLfKzs7cT/4Pw/U/NwSFBJUHBOh9LGuR9vjtX3hGCarfAQWbaCh0JU55Fo0wJO4T+avZjCJ4aHTiUCZsNyrLChkLQeDZ3H+1hBwpCirf2d+FMv3okP93UnZ+t+Kqvrw9vxZjW/Y7NazpbL/ZKoX8kepQ0Rv/xsd8+OuXyncFRe1PbkbbGeH02sV1vQHAR5QehZs94mht3Zd4vtmAs6yIN0d7zrkVRZqlxn8420yIDub1ecE1nW+0dhr3Onzf/qL5gXGpBUxtpQkPVKD49C17TalfZ/oSiyHguVO8UTxQ37X6VjOqtvMkthwXavcuTvFB8cA9Svy0PPcYredo4lFAAXs9W0FxBFEJ/BsrNeeaadAssKH3rdKJJkPLQCw+4LRkMjx9Rey/BqrGTkxLn8TgrBqm9A2EpihAvkuAfE4XiykVbB2rHpT7XyxNDAZBwamIzHGgs1L4ddwUJ/p7K1NE/Eei10vhUK6sB0DudY0Juh33k/dvz8jZ2rOnOGT9FDQQvQ5ezhjlU/NEhpENAxigQKIt1/OluLy6N1FzqFhp2PokGAA4uIPWOgGR9uST7jn+0gykHr9lh3Cd9bleehl6VTBGCxIm2KZRfhJtEX+WAIEokGvTsKLRCBZ2gIyQAFGoUZhYSInsiGykjijemSp4AhKSIUuk755xKd1mos0SPPBuvgamMrfvJod+dvkbnVVieuVUuL0lI7l28kC7XEg0ikLOb0eGjS9fJod6d0bkpIkcCwFIUbPk6cMP8UCCT9rHNaol/J3orDQ6fSvkH54Il4Jl9O5IiChc9kXVP0soxouaWA6SVYtNrV/VYnfuqp7bSqF+fVSIgp7E37kNwea6dFAZje+aL0Ym3tL5cJvldtvEdhxfuqPeh/1inn9nxwpB0/9dR2EgpKP7069j2nB5PzthhCp2fP5hvJg6PvfNf4rut8haHRO2LrQv0J06b+QffTBHO9D+wPuLKV0nspe5C8FuqnKLrkYWT/YL256ksZxsWQOZZjL2HL/HDsuJQ9iPfGyzmGMhxYDyENYRqPFFasPpwejV5Cjt4FjmPT2VrqL9WvUeToL38Twec4xvdFebDjksYBCQUa1rhfhwQIvRgak7UIjV0RU2KFXho9RxETE8XFNAldoVYKBdekdHGTXf3jLkAcjicYKQRLq0xoD5Bd/eNxaGAyDuw+HIvBk/FQMV3bgJCWD3VKWgGLrmeRE1lAJE5k7ZE7mBPfrFih2KBoUedFMaPrKQisG/1itprmT/TyfjDt/M7Y6CkMYHyufYYNYaDFiqFeJM0UDBIAs5Xl9n6ruwwwrccaqDiISlDJsqv7agM8WjYppkjylS5aSDlga8DXoKYwCVq0uUY/CY4EBwmUtezqGSQbOke/LY+202ZltGjqPprLIQvq+0faKUzLChZ6Sywh5m8fHClDs0TQ5K2Qp0okkqROngoRRN3Lrh6kCdifPLqd9u0Q+dI+Dj92ejX+he+6FldbnR3iQXkhEabIsB4MEmmSPrsAgPVG8f+L2WocHjqV5n/IAyJya702bHu0KluRR0FIr4QVlnqf5lAfDE2azrrhWtcaW2k+jtLCMCntgaPVy65CRC6PttNu6F84sdN7pLknSsO1Svjp+59++WaqSwmldw+Vwof7vXz22GaaQ2XrVe1yJl9PO4vrdwoYldNqqxNvIUzqfqu70h1FpQi7xJjqQ8vhsh+jd1T/S7CoXiU0ptAGdfzNsU7tndK1Oo+cySncAAAgAElEQVTPYhuQwKSRhH2NFYXXh8v5I9pvxxpItISwxiSVh/pHhi5pjGDb5QqMLA/rQdc4Yz0TvL8MPRxb1IezD2R0AA11NBppTOJ5yheNEzJaMcpgOlurjYOMSLiSPap5Qxh5wHkjMj6KD8jDwUnoSqO4wdn8dpwoLsbm0Om00aAiMrTyVXm8lUKyggsQh+OJRTOEEPfsOlgJkK4IoTekGDxZ2wldFg9aM6zFg+FYdOFyaV65lrmpUa9Jb+pUuQ8GO3jrBWEnTG8I42KVZnXenMuiQUbEhZ4TkmLN4eA8EYqMucoiLzFgLYIk1bREUjxNZ2txa3+nRtLo4aAVj/kmYdFxkk0rPHRcAkWDq0gEd8qmZ4MeBO2RMp2tJWJkLdwk21xBSyRPA7FIiH7Xd+VLVuT2gU5N8FiLrvJytbEVH+4riSMJxCyImEioDWugJ0bhVZq0zrCeu+OdRCDmQXYZ9iTvD5+t50q8rFZhW/J6KIxlebTr9eCmdxQNV7LubtEkVPRmkcSSfJIMWnFA74HqRIRbbX48Px+LwZNpIvqF7F5aFlYbQn749MaOjRApBBjuxnZpvR2q0089tV0rX7ZxCi+meb7yPmgCOOuG4YxLzbJO5fVQOnWu5ia8d7idRAvFz9sHu9fK6yaRyvwvNbfjF59Zjz94ci0JI24WyL7FhsQpLSLCqgvlfTorvafvHOyuJDWXl6uSqR1SnOqd0ZLJPG49ULbdqE5YhgoZnM7W0k7sercpGH64WhKYc1HYt8lzSbGntnl3vFPLtzZp1Lv6/pGu5/b9I+30Dtj5fNNZdwGE9w63a/2O0qwPf7MecI6L2l9KfbX6VV6jcmV56hoa0+hF1thDccP0WY+/XXqe45MdJymSZBxk6DVDqyQ0aJSU0ZHjusZ9rY7JzQ7JKbSZqTYf3NU/nlbm3LP7QAoTL5fn9RAsh+NJRncOSGVR0EvPmMvBPUfj0cbsDoFBL4S8HHKlcvk9/q8ORx2VXLvcn8O6hq2Fhx08O32KF1p/2DFroGGHqw6crmtZQOm2p8ChlY4f60VgCJEGGJFz3lfzMSRArLVtOltLVn4NRppDYL0fLC8N5MonlwtdbXXzZ8NuFEIggkDSbL0uIuBWAJCYWJKj+HdrXZ/J1+PHq+VJKUYk9HTOXF6ufKWQM5WDnslN1kTQZFHWMYVI6Nm3Ruq7v/M3XSNSJkvzQrFZWz5XBEmEU542ltMXTmyketCKSLdGytWa5Clh+I4Ej0KEFFKjMDJ6hkTOKGxZ9tbzoe8iftxfROcwrwrpURjYvfFOmncy2Xg1NodOx+bQ6Tg8dCq+kr0Vb4+VxHd5tB2/9Oyj+CsPTqWNBe+3yonF80W5BPLW/k5sH+ju/M5VoySClFbl/36rUxMQaneqB2tdVznNm7rTUscqd4Z0reztxA+OtOPK3k6NXCstHxwp91FR2JHqb3m0Hf/85dfScrv0Bm3u79TKcnm0Hf+TV26k/Os9E1Fk6BGJI40LFOIqExHq65XYsm2XZaR3X3lcHO7OOeLEehvKpHTSC6Q06j3Te8WlbKfRNh/nLdG9VX/qx+llsos/sO2K8M/jfbMGKo0F9BConOiJIbm3c1bYZ8uwRaFCj7Qdjyhq6AW3XnyJXz1TY4cN47IGNT2X46n1YOm7DU3W+K3vjDDQMXo49Ax6OS5lD2qRE5qYfja/XRu/JUC0Chb3/OjrK7oT0qsVO/vCsAsQh+MJRtoHhIJDVob+/tG4Z/eBmA0cj/uLS0lc0MrDVbG4Lwj3C7GbD0mY0K1NYUJPhX7TnAp14BrgGPpEt/Hl7GESEPK4WMFBr4jEjwSI/aijluXpleytNJjxOlrUeg1yIhe0YjImln8pUDjYT1VWzZ968c4OKzc9KxwE6canSLBkgORNZOmzx+p7KHDQE7mROCCptaEzJJALIHkMh7LlzXTRGi/CbNNC4qX7Mw5e4pJEbQr5njZptgLEhuz82OnVJARludZcIXoTuCqTykFzSD53fDO+e6hd+11iRZvLkVDrWgkmlTXrlW2C5WfDr1RmCi+6V602JLGlZZo/c2wrvnuotKQrhK9zoFOzSo/n52Nz6HTaDf1ksVjz8CyPtpNYoZBTfSp8SeJGCxIsNUsivFkJFN1DRJphUKwzet9EkOkhYRls7e8kC71drEBCcH2i9HopFHHWtOdPPbVdq7/5SuDcaLZrG3yqTDT5nIs7KP+6P8PV6IHQ+8z3RmlR/lTXyoveQeutYbgbvUyLw9vxZ196I3ls6QWjlZ5GEnrkVL6c0K6FHehF4btt+yYae+hhnsvLfYj0XkscUjDQw8J3gv0qw5NoJLJpoFGM/Q2NHiL8dv6fjGb0Umh8oDfD9tv0gr+UrexYBp1zRJgvGfM4ZtnwYH23nh0bOqaxkePyhexeLb8a75VPuwkxvSU6/4X8jdpqkZyE3p0D0l2Cty8Mxj27D6RwcYmR4ALE4Xhi8f+x9+4xdlx3nl9RD5J1b/ftB5v9INniQxJFPUhJNEdcmkxPc3qb7jSHJk2aZk9T7Sab7Gazu2+FoFZarRQJ0joWJBg2bBgWbNg78GCUMZx1djKTGQww2clgFgPEC2SCCbBZZF957E42m8ck+wiwCSbIyR91P6c+dXgVZAzsHwRuARd9+966VadOnTrn9/19v7/fr1aIMH3oXYhwtHmqllqXyYQJz3Ec9gSlafo8+TGpUdCoW+yHJ2N/zsJgD4o9TOn3RxsLNXmWwYdBAsdK6WkbcylT4DSF9taxmFn2hSfMC7091Q6wB+DYOGahwkChL1I5jRczL+5eYL0YfpohcG2gXfNOpmDg1kgRq7DbC+njOS8/Ui4bROyLoU27bRjZmPm1F5bj7w3M7GHGqF4eLiLAMSPDy0HkbvenSbqQfm2OFbW+gR346NDdGrMz01gPxXhVZ8Ue6G61O/jOTMhso+7xfntyqwboeKXgotsYS/XvV1plGtXFoXb47jOr4U8WXw6rnaJ8LhbotLMc01nMpvO1MNY8XQMgTzU/XzPWOCesD/IjXja6u8mukKS1x4uYWvjGrhIwIUkj2D5lPgw6U2aOvuR6pvMy7oFYCfaxBIs4H0vsuF8GSP6cv5YZwZRQr4P+vNSR9JE2mWcxzdDlF9dF/RzGFCyPAbkDw80yYVh6zMMM0Qdk8cIwt2PD782W0PfnGmUwPGyuz2lD/GL/VpwrPD/xDJzN74SFwXYoxsvjLA61I8NJG2zMe85iLp7SfhjqdiB5jPxcfqPWlpTxpv/t6PL3diiZuWDdTJ1Q3QBDCjqZw71/Oja8tqUOP6sLvCazpnGdzza/WKvzwXdzzY1azOZUp5+sdjDwSgPSXTeEcw43jof+nUdiBfQdj09GOVZVJJnihD0JVm/rbQ/zFiVYgA20lngbtj+2NzR2PBnGmqdrUiomLus5LdFy/m88Mscaiw9kx7JG1J8xqXEe2A2DEE+aFFHCIE9lXJ6gTaWfyausHp5Iz+Z34sRpLxK0PEYOXh8md4yXuebGA6CGhS2l4VlMTJOfzm8/YBgDhJAS2Oiwh/ejQ3XPnT39Z/Mq5aW/t2FODMF8R36CdCIFLxgZGEgYfYAKGziABwdnW1rDtVq6hdHiIoCuO5CyLZZuzDfLFKuWnSDDsBHqCsb2mNKfF/u3IjBicb82UKbEta6fbEuO78GAI46DfkLaYmOBPsEL73uPMYjx5ExLqaffLAD3IAVReOevDrTD+/s3w7efvhOWh0t2ASbABqpBhsHH5VYVKzDX3AiTfbOhueNwaOx4MjR3HA5PNT8fDW766mLn2gETb0+WwfabY0UED8S2GPQZPMGaIMNbGi5T6S51ruFbT9+psUYpwDNAc58xBji2mQwD5lkd7ysHSvmcM10x1riXZhMvt7bC+/vrqZ0tUzLQZgz7fICfNHFBCjp5fyZfrYEh7icpf/3c8Z0ZFfp9YbAd+/TaQDus7q7Grw1wg2GzDwZeFPkkPTXzEOfHyOe5Yh+zDR7P7h+e5W4MUcq8pEDBn8FUA3xToMUaSH+dyleifMsSJI6bOrT43PJhzp+uTwZ3ZoF8HXaepM4Ur3l2FrKecH0+N2scwCGtcu71FobDQII1mTU/jfNk/7ReGFmwiEE14Ni2rRnZDxLlZD0A0tt620O7KQtWyXhYa0m+7caOJ2MldDMgZjlcXI9XCjzsGXEQO/+nxropbYOT1HuUpi3EALVHit+wrxcnQAeTsD2lBi9TWoDMepgRsf7Yv3eQqBc6swr2VKEnx9jg+DON9bA5VqVy5dyWRXAe2kasBwurDRSul98YILw9uRWNEx/DxgXHAiRgINlYxBjDmJiTxMbeeEvNOAdgCRDk67TR7WKCGIHOyEUgtI0296mNduRStzr1IfjecSUYp2u7S6PX7AAMBgzVqXwlGpkXE8BjzzrXYKPKTFrKCKSsV8p4+BgX+7fC8nARPj68Fl7f246MAyCCv2YSUnkObURq9sHBjfAbLy+GYrwI66NF2NOcDq2dz8UsWHua03EMYBxeGyhjKc73lTVLPjp0N3x06G745lNlbZj39m+G7z5TyicXh9oPgBEMTxuhvudXWu2Ytelyq2RLLnUkgpc6YDKVbJlNMlg2QHFfmjE51yjlWxTSXBisMlrRX/cnyu/mmxuRXYWZ8L32WOQ5RgZnEDPf3Ahff7ICtjZMuzFdHjs2TC2FQ9Zqxs19e7m1VQv4v6RnPGVPeXYB36/tqeSQOA/O922GDRU7TNkTxr3jTnA2eb6lj3i/MVYBo5WRosYCpyzEdNJmM+Rm7cyYcx383nN2yrB4H9rNNXn+t1PNYJs+cDyFgYLBlcfATGM93NhVxbvRJvrP8ziOrhSgmCXy+sp7OxcdK+K13en4z+Z3arYCn3sfAAiZrgAfZdXz4ciEUIzwkW1DPQDS23rbQ7zVKqHz0JP6jgkABuSZ5uXahGFNp2NDnA89zYLlCupmQzDSUj1qGkxnkGL2wlKpmcZ6NL4NPlhMnP3EoIVFJqXT+Y0N15TiZzFbGq4yQfG7VNdrw38q2ZfF2Z5BFgGMY/TO8x1gAiPiRcILomUbxEbMdeQj3YytFFyY4bCxwf8Y1Kfz21HyZG/kXHMjMgbnOsAGWZS9p5Z/pEYCGacMPugjDGanqsVYu9JqxwJs/KY9XtRYmindD7zDVA3HkCL4m/aQyhVD3oDLwIj35/s2Y9/bewtzYukIXmUDDPqHe2WDr9uLfgBIYYA7HgYD9HJrK6aVfWtfZSxfG6iK5QHmUlBzpdWOhvi+vpnQv/NIaOx4MvTvPBL2932uZgxjzMJIwYIByixNo3+WO3VOkG3x+1QOxnhLg9bJuHV/oh3e2NsOf7L4crwmgwlArFkPgxwDxmsDZdpnjGeA4/JwEX7j5cXw42NfjkUup/NSEvXRobuhPV7EtjvOg+eRv189UMXC0A9XWuU5+Zzfc602St3nZ/LVWqIGB5Nf6DARPDcpcAGI0EcuBGgQbZmTGV36i2edz9LxlwIjMxJ2Bnlt4HiANY8F3lsCxTlSCRwSO4x0/toxZLaBe2HZlsGRHUyeW9x+HEEGFGbI6XcDAidYSdvjc9Bunv0UbBhcpGyLmXKrDFx40BXN07S7rgfCd17zzYTwG8eJvNR4NexqnAj59oOq+zEagYcLE5ZJc3oSrN7W2x7mLQIQMktUAV4j0fvQ3HE47O/73AMZraBYjzYWHmAinPc7DU63LtRyLChdsx4pK+JJjv9TQz9lLrxIMKEyiboAYqq59QLEBH++M6l78WDyTr15ZkjmZThO5aVn3+3i2qfyMsD8VL5SY1MMXjB0CXJ0KlQbABiyeLkAHLMyQqy3txFkL7olSxgxXI+NS2eCwsi0MYxx56w49tAZ3GCY0F7LU2yocE6OjUFvZmZtd1EzzGzU+Jgn85vhQt9m+JXnb8b2ns7LzGGv7akCvjEGKVhniVcqjcJQNOig//HU27OfympSwJd6yv1bjMtL/SXblAKk1FAnOJg0rf/XN3eGPzzz+WiUpjIoAxB75JGXEAPS3HE4DORHw76+mZpRa6YpHR+ch/O6Ar0ZH4xIDCwYgvMy2D2G+exCBwDenyiD/u9NlLEjPg7HIk3unMb4lMbi4lA7vLmvAl7cq/N9m+Frh+6Gbz19J7y5r2KZkLvBNFF4kHGCjMz9dLm1FYrxKjPXbKMEMMudFMwY0YtDVVpZxrSZVp4BxhKxSvQ9/xcdUM498O997QBWf546Dj7tt9y7exNFbBMAxQCP+cuMjs8x1eU67VDwsw0LybEBXt94qpKB4rDyHGom9mx+J1auP9e4GwsupgCH9SGNAzGjy187U1ivkGGlv+/GfvAyO+Z+8f1gjLLeGogA1HgO6X+OP9NYf8C5aAWEGZK00nlaXNhJafzeAGu0eSpmwcIGwSm6/bG94ZFtrRgLsm3bQA+A9Lbe9hBvNQCCFIsH3GzIvr6ZWuVTwIgLDVnjyffPNC/XQEs3o9+TYgo+nGGLCdqsB7+zPOtMXqUTNJhwbMmnxWZM5/VgxBRowNI4qA8voRckvvOiiW7WxrwBTSr/IosXBp612RgrtN2eWv4npWfKqli2Za/72byUfBXjRQ30AHgwBjHObDR44bdEY7oDqGgzOftTD2MqY7BBCoAwiAAc2SO+PFyEHz63EgGZMxr5uKkMg3Z6P/rMkinu1/JwlZmKdlraw2KOx9qBzDON9bA+WoQbu+oGJ9eOwZm2je9TMIGBe2ukCH/w2UthfbSIzAW/9XghCJjsTMV4EWVRHxzciIazAYD72QCE4yM329OcjvKr1s7nwr6+mdq5uU8Y3M6OxHVZTmPPOOOL7wBQvr/0xcpIBS7MUhgA39hVhPsTZfrc1d2lhGplpJTTUYfFrIBjP7gO7quZCjJZrYwU4asHyjHJ50jXfvLiq6EYL2rMGf3NZxf6NkN7vAjfP3I7PrvIlj44uBHbxz09L8BkKRPjmiJ8XMNUvlZLO7w8XMkN6UvGvJ0DgCMDX+6NHRV2HjB2iZs7k6/W+hOmivGcsnv0d8rumBkxOGK8pgy4HS0AIJ6H2S77m2kgFbbnd8Y+cxEMdlvzJ2uapWCAgW7gAhaFtaMbU8F8mfYxzpJbHemZ738613IuA0YA+8X+rdo1ch0zjfW4vjtW04UJnWrfDAmxHifzsjjhscZiOJnfDM82vxjbciJfDqPNU6G547BqfQxHxyifEZ/aiwHpbb3t4d5aWZaFbdsGaqwH76mE3tjxZBhpvvJAEJl1nP6fIHQzH5ZpeT/HhMBOpACEfRz0lgIJe8u6VTNPmQ9/xgLhCZ/JNf29gQvtSuVcKTjxcb1ozmuxZcFAVmXjPgVDGDks9JYO2KNFgDBebi9C9kZjVE3nazVPLG1gkdsYKwN8bVCzcLmyug0jgw8bXAZDqacU42R5uIhxGDZubLBO5WsxqBvjw6wDC6jBlsEMfTiftA1v9ayuZb65UZOsYMjYU84ijoHoIGaMHaQzKRBLGY7UODDgoW8v9m+FX3/5enhtT5UFCKPSAdDXBsqq22/uKw1tAwxAwbWBdsyQZAOfa18YbIdvPLUeAUcK2CzBau44HEabp+JYI47J7fP1YKBz7jQLmA1Rs0weN4x9ACFVsM2qWL4Ec3KpfytsjBXh2506Jd85XIJ/syCWuKTSL4LnkYlZWkbwNqwF+5DBy7Iyvqc2Cv1u0HmhbzO8vreUFRIfxflujVRZoPwM0yd2IgDKzNQ5iQKGq8E+DpL0t+nY9Lie1333cwmQARA62J7rYD40U8R8aHaAZ4VK875Gz6/Mj56nACS0k2MCEnj27GRi7jYjbSnvrZHSYZKCCI9P+gcQ4HnebeZ+mu2HsUFi5TaYeTJgv9zaqqkEnHnrdH47Pg/0jeNYDIK8fl9ubdXiQMx8OL7D8qvT+e2afWDH4fF8KYw1T4ed2/dH5QUycL+QYvUkWL2ttz3cWyvLspBlO2tpd9MAsJ3b94eJ5lQEESkV60JE9nY49gMvx7nG3dpk6r8OTrPkytSumYU0+Hy2cTfKwcywYEDgwQEsOLg89S4ZlKQMCefuli4YDxaeIc7vY5gtsbzLBrO98jZSp/K16KGyHMHeOxtLGEgYCanRaxkPxhFGBm3kt4tD7fDuE3VGwFIaG2dn8zsx/SfSKF8Li6PbaiNjtlHGuhjA0JdXB6rKxvPNjfBbn1mIHmUbR8jY6G9rxWnLuUZVx4R9CVa2webYEgzOexOVhApDfXGo9Khb+pMyCr63SChSuQn3gJcBBV7+9njluceYM0NAvQ7e39hVxPSxDgznbyrN4po3x4oaCEnPwzie7JsNrZ3PxcQVw43j8blMgZW92zZeuc4LMszN9myMFREAEdxqsOZjmvWhLwBbxIAQC7UyUoQfPHsr/NkPd4QfH/tyuLGriGDM/UTbDbK5Z4BLf0d/vj25FVZ3FzXgtTxcxPS7GMEX+jZjvQf327zuPyBnrZMuGZDkYzOWbMQy5vCe+zfTnXmFeKlpPdsc38byTGM9nhsnAMkx7O1nTuB8PAfMK+ujRQ208cxwL+l/mNRZjTczwjyDOELoB9rh+db3i75dGGzXWAYz4Z7f7ODBOJ9rbtTWD0txzTRwfMC4nVvzOgZpbhnTrB12uvl6vA4Y8ADgYNnTNTSNndzsgEA7vGg/c7XX5m6OPdcD8zrpTJmuJ8Y1TeVlva7hxvHQ3HE4xoA4G+f2x/Z2AtRHOwWTewCkt/W2h3nrSLBGahkmSMXL3+aOw2GiOfUA9WpvR1r9/FhjsZbpKg0cdzCa2QViRKwNdYwI7x1H4kk5lWOdzqsq4ywQHMf72HD/NAaFSdg0uYP6WJDcnulksbQ0wAvMbMc7bqPAiwqGTxoISruc3cSLPkacF23LJRwMuzxcxUrQlyyEgAh7Ozm3ZRucywYK8g5709wnZiY4F1XO09gPDBSMI4Kl+cyAA0+zwY6Zm+l8LVbz5rNzjbuxwB4GB4aNQQPB0Y412BwrauwCGZBe31sVfqPd9jBzbu6N5Uf8Bi/mlVZZCA8JFe2j7+c6LA2xBt2MYZ8D49rZvtLYD/erZUI2yqbytZiGd+f2/aF/55HIgJgx4FiWyXHfYevIFmZ5Vjc2iev94GA9/sasHf3M/hf6NsMHB8v7YqP16kBZLPDNfWX/Lg0XMW6DezmdtNcg0fKeueZGeGtfVf2ca7jSKjNk0SYAx1KnmjxsCcdwrZH0HmGcf3x4rRbTwf3k+U7ZgJTt83Obgg6OZXbTTpSz+Z0IWGYbFWuVsroYsLSB/WC6AB4Asm7PBvfVrJiNcCSH5xp3a/Vb7OQg9TXPGXMu12JnCOdkHscBAmDxXJsa/57bWKem9b0dTakMy3M0a5Dfs5/71efz8VJnk51ufrEWet63Y+1UvhIu9W/F9TZNJJOqFpzWHjsBp+WZfDXs7/tcTTGBs+9oYyGMNF+JTowdj0/GlLs4RR95ZDC+ehKs3tbbHu7tgTS8eBdIdUcldGJAABuwHa73YfaD75jIUtmUixp54koD1Pl9WjsEbwoTqCdcJnkDCAMgT8KpZwsPFBOyF6B0sqfdMCspe4LRasYj9Zbxm9f3VgYL18ExU120F0yDCy/Unybn8fHP5KsRdFxptWPgt9tmyYJrQ5iR4eVFH6NivrkRA3bT31mWZiOVytfe1x5z2pEa2ZaATOdrYWOsCB8e3KgZQxg07O/K9PYup8b2ORmMju041zGcNsaKKAPDoF3qVBUnU9Rso6q/wH03G2IAZmMSIPXdZ1ajx9wB17QNgIL3PpW5WTLD9ROLkrIg7lMMVCQ6BiRmKQ43L4XB/MXQ2PFk2Ll9fxhpvhIWh9qRgUDSBiAlMxfHRSZ2faiIVcddO4J7koIix3p4fBj0TSf3nExb1JUho9fiUDvKt5BJ3Zso4vPh4HyzImZbPFbpH4D++U78iWVuxBX99WNL4Z1Ohjiu4429JaOG3Irng+siTsn1bBgP6f32WHA7GXfsf76vrPru58DzpOeS832b0XPOc+/z8VwBZGYaZfrh1/dW7CjSM8aJ77GdJXZsmOXxvMd4MGvqIHQDDd9LWABLjfzyuZCppkx2ypDMNzdq7AXMNvOs1x+vVb4mr29mHjDyuwEfO5HSa/GxLKkCVPg7O9O4ltQJyHEBa16jbSs4AU1aU4TPzuZ3wkRzKmbgxAZJHaJIxHtpeHtbb3u4t8iA8GCnDzkMyEjzlVolUxgPAwmnDMR4tmzLjIm9MQ5K98TGRMhxTfemTIglUHhaMG45nmNQDEIw+qaSCd9UNguYvwNkpJQ7iwDG2qWOZMrMhxc7L9xpWs3pZJGdaayH7x+pKPvUkJ9prIfrQ0VsAws1jIUBmj2g66OV19CLPn1Du87kqzVdNobDdw6vRWN+uZOCFHbCwMUyFowlG3GX+rciY2AjxgbS2bwMlv/g4EZNqoNnkvbDFJlNOpnfrMnGLEGDvcBgIhUvhucnL9wI7z6xVQMpVzsMCpmNrg60w4ed+hiulI6xSe2DKV3Pp4EOgsXvT7SjN9yefwM2YhvsOU49yGZTAGsci/PauDZrcGNXye5sjJUGORXIv/FUBQAONy+F1s7nQv/OI6G543DY1ThRA+/s51gAKn4vDLbDD569FT46VKYC/rO/tj187dDd8P7+MgXwa3vaUXrHvU6vA/Ds780W2KDmPQCIwnhIsgygr3Uqxa/uLq+d+iSMcT8zBh9n8yob1jn1M+djvDHWvnfkdvjqgSoN8bnG3Vhgkf18T8yone8ErdsQRy5nQ9nPlIEm94IxBdPKWDUQ8dhifnMgPlmyPI/wzBowMma5NwZPqTMFkG6Zno14niPYA4oCpoxEOq9z3akhn7LP6b31HGgnl497a6SoSdfMBJmpSNl2F/nj+uysYo2FwTfooe2W/KbXbgl0Kreywwewkf7OMizWddaXtGYXoONYY7G2prMW8znHnmhORRYVIGI5FvQRNR4AACAASURBVHGqjz060suC1dt620O+RQDyyLZWjPuo8m2PxkD00eapcLSxEA18B5mbSiXADA1oCjrYz2DG+zB5maI19WwmgwmTRcJ6Ui809urbsDfdPdVZtLwIdKPGb+wqahpcLzDe33IFL2gABIOM1EhLafnU8+gsVPbopTImL3Y2QqbztSinOteoyxAs3TiTr4aL/WWlagwRSzrYF4N5rrkRvvlUZfisjBThO4frIIPfGSAtDrWjN3e5E+TtPkOOggFyrnE3vLanXQMfXqQxjmw0pDE4GF/U50BmwmdOWYzRc2ukiKACjz2MB4UWi/EymJkgYYMGy2NS2ZnlJRjBn7xwI8aZGCjhTbZ8zmAuBRBzzY1wfahKLuD7Zxbjcmsr3JsoY0tWdxfxmhYG2+G9/WWgMEX9GIOOk3mq+fkIQFo7nwu7Gidi5jrGjuVdNsphdaiUXowXEZhcGyjPvzBYglmyVAFuLR3j2izVsTyItjqwe1b3HEAyr2Mxti/1b4XvH7kdfu/klbC6u4jSKRujlg8xdlNjmuteHi4ZOpgzXqQIdiA6mcM8HmELuF5AUSqjSp9XmIEzeVnwMWUuDWDsPOB5s0MAZvTdJyoQwjNBH/hZXxl5ULJlZstA2UB7Kl+LIBww083w9jO+ONSuyacMwOzQoHgh87aZ+rQIYAqqzDbY0Oc4POcOAKdfaFf6naVRZiGm8qpooc/nuc9OJzv40rUzZUTM1LD+pIy+4zW7rdmWW2En0IeWZ/OdbQA+39U4UasB4rhU/keZ0ZNg9bbe9nBvEYAgw0r/PvboaMxo83zjSzW5lTNBWRbl7FZMVGfy1VpGLLMmZk8cY3ImX43HwdBPvSyn89tx8fIEaw8SCwfgxN5wMwiedA1u7GXy4m2wk1L39oxxLGI9HHBI++39ZpFz29Hupws/+9lzZe9myiBwDDTTyEu8kNuTiE7bxsl0xxjg+m7sqlKqLik2Ag+nGRfLDOgLjHTrwW04zTSq4oFIGDDQMGQxXCx546+vy8Yv9Q8AYyzejq2wIQvwAHAQH0CtkV9+9la4P1FVE0+lTxyfNhrQ8f2Fvs2YGteZjvieIolv7qsyUfne42Gm0jwv+t5GHe+JX3l9bzv8yvM3w9uTW1Emxb0x4En/ck3PN74UBvKjMQvWrsaJcDK/WWs//cr5MT5T8OVaHBi1nI+0wd87cjtsjhUxexf3NAW8ZvqcptVsSPqXeBT6ivcLgyUT8tqedvhP/8Ll8PZkPVbJoAYQn3rPOf+FDuD+7jOrEVQxvqgEz3HP922G3znxpZoEDhDs+YPfG4Ta6PZ8QVvNFqVA92J/Nc7f6mRQw0Fg9s6xKrONuzF7nQ1iS6QYr8hUPR5gYOgrAMLF/jKb2Nn8TsxSBxhwvBqfOfaMucCMtu9NCi4MQhwTwbVcabWj48b32cDBa5OdYjyTBgJeczg3siTWQqSbXrM8XwN4LAlzhimvOQYIPv90XpduOYmM2wvAco2QVKWQZs18qfFqVEw4WP1kfjMmjxltnqo5Qu0MdVHCngSrt/W2h39rZVlW8zAgwXJAOml4La9yQUGMBk9YaZretFpqOkExyQFWPKHNNTci2DAAscGfAghT6PbQ2Htk478bQ8Ki5cXF4IM2pHS19bsAHYwAB61389rZSDDbkDIagAx79g00kCAAmAA3NnaRflimY7bFzIwNllQWwTFdNM0LvwuX0R72o11ru0vPO+ezl9Ba8OXhymOLEZYaWF6kuRYMGBfuWhkpwkeH7tY8q3isu8mTzjXKdLbt8UoSM9/cCItD7fDx4bXwu69cDYtD7QgaHLzLOEnvN/eBIOX7ExXwSFmMmcZ6zNZlz7SNZ44FIHQANwY3MQMbY5WnHW86fWTPuoEG1w1TwfXOd57RkeYroX/nkRiETowRc8Rcs5SpwaQ4FsKA0m2/oPfdrhVj8OpACcyWOoZn2g8GxRjM9sKbSWGc8xv2gf25NlBWVn97ssz+ZFmXwQa/Yy5y1rTZTj+u7S7Cnyy+HDbHijg+kd/Rftih1GDnXvAcnu/bjHJI2sH18uzBmhowYcwbhNC/xOPQ12aP7IUngJ4xY5bCjh/PLdwHg1QDmrnmRrixq4i/4zqZ/zyfmb31nHY6v127D7TJzDHfGcjwHWuT9z3ftxm+cqACqNO6Ngx07hPttDOKvnGgtxkjy4S9lqRqgJR58TWnKoEUVKXOP6+njgdJM1k6ZoT/GVv81lmusBtQUDhjpu2Dk/nNMNo8FVUXgA3+LzNgjcQaID0A0tt628+2PZpl2VeyLPtvsyz711mW/aMsy97Jsmyb9tmWZdlfzbLsf+zs8zezLHs6Oc5wlmX/fpZl/zLLsn+eZdlfy7Ks78/RjlgH5JFHBqO3gUKEDkifaE7VKpsbjBzPlx7w3KSUrBkP/+84DrMgZjIw7g08mLztzeG9JVLWuHbzaJnZMH1ub/10MoGn2tluHiTLsAw6eJ8uGBgUqZFq+QSLbbrAeKFjkV4cateYEYMZjE6DA3vmzcZwbgMCG/uzOuf7+zdrGm8+X1J2LbyF9rKS0Sk959n8Tsw2NZ2vRaMGL6QZAHszMWbMCNkoRJ7x9SerIHSMIPf3XGIsEiiM5n2+w36QwcjpgTHeOKc9rBh4GDLXh4rwkxdfrUmKfF6K6tGfsGEGBxjBnBsgQcD1lVYZ4E2hPY6JQWzGx0HugAFiUpY7sRLFeBH+4aVT4SsHNsNHh8p7eDK/Gauh47Q4ni/VvP7zzY1YY8PVx0krTGHAq51iilcHyv9v7Cqi5O2cjkd7ASoc89pACQ7WR4sIEmBRACRpXIVBBM+N5WEY345d4P6/vrddA+CWw5idM/vHuUm9e3WgZBgcT0FsClnZOBY1X3hmYN3oD1gkS8zMynWTIzEXAlp4jgic99zAuT0HTeVrNeBoQGB2wXMkwOVi/1Z8RpCcfXSoAt4+jkEHctYUPMw27kbggVPBCSdS5ttttcPJDp6UbaYekx09i0PtOLd3k6vZwWMWxu1nbWPNsywslUbZ0WZAgvPPc7aZDf6y5p7N79SASMq0wGR7Xfd6bbCDgxGHokGGbQC+P5WvRHZkrHm6VgXdciyDkB4D0tt628++vZVl2f+aZdn5LMsOZFn2xSzL/lWWZYX2+ctZCSouZll2LMuy38iy7L/Jsmyn9vmdLMv+OMuyk1mWncmy7B9kWfZrf452tLIsC49sGwrbtjUjAKnAx0ikPakDYlbjpcartcA0f26pll9MWk7R+3P5jWgIe3LFk2Swki4Knng9cc522AHrae0NstY2ZVG8SFtGZRq7GzjBQ4pB54k5pf5ZeM73bUZGgMWHfdN4AZ/bi+h0vhYlK3hBzerYOEdCgVHiBdHAAnDCOS3NsCGEIYA0BMPdwMXH5Dx4zZEvXVCbaau9oEhAUp2/gZzZmlSC5esk7sNyHAw+9iFmwjEL1zoGIob99aEiZsRC+oLxY9DDvbQMi+trjxfhvf2bMdDYxl2afnU66fcrrXraVsYfmbCIUyjGi/Dx4bVwa6TKLDWXHBPgx/mQM10fKsJaBwBQl4XYEGpbXGmVwOtoYyEMN47HYoQD+dFwtLEQ7zl9YHBm1gFgx3syif106nz4/pHb4d5EEb7+ZFVk0CDCLA3ggL7468eWwvv7S7nT9aEiAhyMf4MuZ1ByGxkT1wbqWc14XerfCp+8cKPGTBnMppIw32OzMzBKjMnzfZvh7cmtB1gg4jPsWODctAlgb6aEuAjaxRyDU8fj1ZIoZHAGxymAwbP/2p52ZHJ4rnkmzTTDDJtRYW6YaazHujV+blJJmz/nmTdr5nvK+KfNGNV2DphdTiVansNxmNAGszDej3ma/QxgUtaEczNW7LiycytNugJA8Lrh3/m8qdOMdZb3rFWposDMyJl89YGYzjRhjOVdgBLXBbNKAkbkpcarYaI5FQPQu8uwRqoEOY9O9ABIb+ttP8P2W1nJVnj7D7Ms+6TzfltWMh9/Sd8PZFn2f2ZZttD5/9msfPhOaJ+5LMv+nyzL9vz/bEeNAaliP0Zqkqx8+8HIgKTp8xyIzl8Hj5uZcAatNJbEQCKd2NKYE3uH/FsvApZM8b3P1a2IoP+3R9ATcMqumJa2B66b5GZjrKgtZPZMpUDD3jIMaS+GllyZ0negqA1vjksfLQ8Xse6IQRHndsEwL+xXB8o6BpzHBjP7WPZgjTLv8fxeaZXSpdf3th8w2jCg2HdjrKixFA6wNbCxF5fjkN0HyZ315Xhb6YcLfZvh/kRl3MEAmDG4NtAOH3UyNFlvb2+tGayU4cKr/N7+MnMRhQrpzwt9m9Hb7t+bdTIwcsYm2IT/6t+eDr/2wnJY213VtEBqhpbdRvFcx/hdHq5kVbAnznLkmBCCtmkLGm5S8Q7mL4Znm1+sec3N0lh2xfhJGQqYhyutkiFYGCyZnIXBdmSNaAP95mrz/v2NXWWdj3928/lwb6KoATz+nk/GtaWEgGvAp4tLGtSv7S5qtXoM1C0Rgo105W8zGO7z832bYXV3URuX9BfH4pxmcYjPOqexQtE9P/Ps7/bC8JiNQSY501iP8Rg2ws/kVf0dzsn9SFmXbgY8INpSSV7+DXMJfWBQd7F/K/z2Z67FgHdfvwG3k46YPfA53E+pQ8fzjsGcnVxXWu0acDCDDtNhVmAqX3uA6WBOPteo17Ni3TGY4/rcjimdH2Bj5YBjLlnDGAde/1jX3e7T+e2umTA53nReZaG0k9J1vliPT+TLYbhxPDIftkcIPKc2COqMrAdAeltv+3Nvb2VZ9t9lWXa48/+LWZb9T1mWXe/8fygrH6yXkt/9QZZl3+q8X8my7H9Pvn8sy7L/O8uyL3zKeXdk5cPKa2/WqQNCvm0ebFOgjR1PhrHm6Vhc0BOWg8zszUgBAzRrmsLP+zBhptmvnA3E3hsWMybW1PPtz0xh4wm6OlB6A+c63iMzFQYStMkZRHxsqGQbnClLYa8av2df5AKp7MzeMfqGgHG/7AnlHAZPqR4a4z6VANBWYgHs3bSxgzcVY8qSIAdm2sBgETU7cHWgHTbHihp7Qp/YC2zPuI1oQJz13TYIaBsGk4065CJo22mnzzHfLIv6EeiLwf37p74Q7k+0a4HSrt/A9VqK4+NT58R1LmB7rnWkRzaozAjxWcrckIb16kA7MgUwK8RawNwA5BaH2tHr7uNhvF/oAK8rrUreY5kTcRzEg1xptcOBvvkwkB8NrZ3PhZHmK2E6X4tsE5mcqPUBMABo+C9B/jAdBhSAE/bn2OujRfj1l6+Hjw+vxToeZqcIqF4ZKSJDxPmd1cwxH/SJWREnI1gfrSqZu3/WRysg5xTAKYBMvfiM6Yv9WzHlM+241L8V/vqxpbC6u4htXBgsY5Ics5PGVDDGfW6cFKmHHjliypLwO8Cy+8QgAkOYYp70GYACx4SfU//eNVzMqAJaYTAsccMpMN/sHrc0la+FxaH2A5ngUskloGJpuKgxEawvBiVm0/mcPvHcbYDIWsX6Q9s4puVWnNeMP/vTL3YY2QnntqRttWrATIWdc6xDjKk0bsTrvtd/r+U+z1S+VnNYGqwYvBxrLIZdjRM1FUYak2oGpCfB6m297WfbHsmy7MOsZCv+rPP3r+j7z2blgzWR/O4/yLLsx533b2VZ9ve6HPt/zrLs7qec973OcWuvivWoPA6OCSEL1tHGQk1eRTC6M1uZ3TBrkKbum29uxH34zoY+jIljRDxJeuL3hOfv+Y5J1JO9JQGepLvFnxhw8N4gwRP7bONueGdyK0681ABh8TWYOJOvhqudbFQGPt2AEIsJ5/RxnEbXCye/92IEYDGDwDHZ50JiMGH8IFnCIMAAtHHGQm6vJPfKMqe55kbNo5t6RpGOsB+G0Y+PfblmYCGjYCG2IfHRobs1A9LB2LONMlMPxgeyFhs71wbK2hQYT2T5+s7htSi9MgBIPbXue6753Se2osFPP1H1/cauIoIC2uV7YBmcPdqAgF9/+Xq43NqKGbRu7CoNfYAC8RSAHLI3Ycym8iUKA1LnxAHY66PlZ7dGivDBwY3wK8/fDN98aj0cayyGkeYrYbR5Kow2T4WZRpnm9NZIKVf78OBG+OqBsqbKm/va4TdeXgyLQyUoeKsTQL62u5SNvftExb4YRNBu7hXtutIqg9DvTZTnK8bLa0+D0C91jnGxfyv88LmVcH2o3J/4E85p1sNj1wD7XKOMt0ISxXN1vm8zpm12qmCeOc8j3QzxmcZ6BFb8Zr5ZBmR/eLCeiez6UAWCLN0zY0b7zOwwBlNJkA13wBBj/VrHaWA20h53rgPGkD5j/Nj4tXSLZ8FxU/y1Y4Nr8DyHPBMJpI11gFYxXoR3JrfifOS+Nwt9Nr8T3ugwsoCcNG7BcRJmjwwKDE7mOnOUHSVew/idjXX6x9Jgr2spA8/7ax2AhvTNDjevgemayTpp2ZTZdq77ZH4zOoBwvKXAgoQUqSKim+rB6olnmpdrQegV2BjtKDRGapXRe3VAeltv+9m2hSzL/knn79Esy5ayLPvTLMuWO9//mwIgn8qAEHieVkN//LHxsHP7/jDRnAqHm5dqLAaThz0o3UCIs22kE5bZECY1Z8RynREHq3tSTWNAAAKWWVm/Op2vhc2xovadFxaAiNMPegFIGQM8T3ifaBvnxFBhAZjKy5gNMxX81oa8JVSpVIxFC8PITIslP/yeIE8ML45tSRnGh40l2AiyT2GEXOjbDO9MbsWUtQYsqTQhBQAYzPYY2uDeGCs9lRiKtMmaf0szzDJM6dphPDCiVjqAA0PG3l2YAdpwvmPQWp5zb6IIXztU3/dcct20hXF0Nr8Tg4wJ/rYEaWGwHf7zs3Ph1siDMSDW2qfG76X+rRj4fn+iHetXwNRc6zAhb+0rQcStkTIYmzTBZl1SA3+u41F+a187/NNXj4XfOfGleIx3nyjjPl7fWzEjgNOZxnrY1zcTBvMXQ//OI2EgPxoONy9FI4y28cJzDZBd6si/3ttfZhj6yYuvhhu7yvNujJXV0Vd3l+9hRywFg21g3CwMtsM7kyWTQH0ZAImBFgUV/+x728NvHv+lWCAQAGwGy2OZsQ2I/OqB8n6a4ZhprIc39lbyPT9XlsjMahxaejTX3AhfOVAFy9NuYlEYv6u7y77jt1cHqjTNAICNTqKC6bzObFoqiWGPhIo5qRivADdjzgDQsihLeAzKPH9h2LsPzFTS9m6MKv0+rX7zveFYPH/sxzPLNfncfpklZA513CEsgOcv5iGC4s1cUiDS8777Kl1jzIKksmA7lbwmee0CFBELYqeagWaqKuD39BFjnsKwln55fUvreXnNn84r9sMyrFTCjSOTOiAEnxML8ugjw7UK6Tu37w+PPjLSAyC9rbf9DNs/ybJsM/ns382y7L/uvP83JcFKtxiEHnNrJ54G0vCONk9F1qKbR4g83/wFoJzMyzS9Bin+Xcp0MHnZiAeM2GvI5GpvSjrBphOrdanof2FH2Hdai1IalHcqXwlXWu3aJG2PERN0qh9G4sX1kvrWi7I1yAAVeyi9OKQMiUGHvXCWF7Ao4hnr5q0HgEznazEO4lzjbnhjb2kU4mVmcbuxqyoq1i2g3YbblVaZthQWgD4wmzTbuBuuD1XyB6RQNsgxZvH0+fpoPwYm7VwfLWrGn73KxKIQzH2ho7VfGq6C9eeaG+GNvfUMTBjUeDen8ro3195nwA9MCjKZhcEyBsZBzakkhjbTzzBPr+0pYyCQGWHQX26VoHBjrAh/d/7nw/+2dSi83QGKKZtAMDnxFa/vbYf395d1SO5PtMNXDmyGf3T5L4RvP30nLA5VHn6MYbMAZ/M74US+HHY1TsQg9P6dR8KBvvl4Py2JM4C0IXw2vxMlWFwTnv+NsSK8sbcd/tHlvxDe378Z3tpXympgMBYG2xFgAEaQDcH6fLNTuZ39ACzroyWz9esvXw83dhUP1Ath3DE+Unnc+b7NWgpgG8QEkvNMmTWYTp4TAx2zfO9MbsUxOt8sUxnDljmbmcH5ykgRxyztd0FG7gsGuSVJ/ox9HZRPNXiDsJRR5X6nbAnPiYGAxxOs3nkBATsN3LfccxgUrtUMNv3M+WB52Zf7xbOH1Mv9ZMahGwtttoV51U4jMyIGFkjWaKf3TSVTp/MqbTxtN5vP+3nNWxzTAMRrpKVh8x22OXVyec2xXNrqBByTxxqLXdPtmwWxXJv9Xmq8Go42FmL8GDEgVe2PkfiXz3sApLf1tp9t+9PsQZbir2RZ9vc77wlCf03ft7LuQeif0T7nsp8lCD3rj+l3iQepCv6UTMhg/mJkJAwcPJEwmQAMABZ4jdL0fPbOdEuzS9Ypy7KYRMn60Y39ABiYmuZzJlQMZrMo0PksimfyKtsHCwALWCrR8nszK6bSmfipmeLzp14xFn4ADQu4PYj0gRc1Fhj3iw0da8rtMWQBBZDYULTufmGwKtLnTEo2WrzAschxjJnGevTAm7VBEoUhc6m/9LTTnjTrkKVNBmfed665EYOwbXCZGXJ8CaDnO4fXIkhBDmYZjYGdpRtmRHjBRMBO0Lf0H2AJY4F7Y8MXA/NSJ4sRAGl1dxEZCIy1K62Safn48Fr4ledvhh8dXY4efTMki0MlO/De/s0oj/qHl06F7x25HVZ3l8b8cieDFkXyAFwGDB5DLzVeDa2dz4WB/GjItx8MA/nRMNk3W/NIpwxPt3vq/mH8YXRfHyqlZdT8oADkH575fGR3ABaOEzEzdLWTopcUz4AUsmQBzKhXApjheh2bZJDBubgfZrGuDrTDBwc3ItPlvvBYNhPIOMW4/uZT6zHWYb5ZVlJHMmZwSMwHAec+B2ANj/ZsMl4dn2EpD+OQsXmucTe8ua9yUhhkpKyE480sL7STyGB7c6yIqZpf21OlDMf54X7jmeOYr+9t11gEg3nO7+ucb26E7x25HQO86Q/SHNPGdC3pxlaYnbQjyg4rgxMDF47FcQFbBg3M9chuiYdxWwBXqZMsBTRkXwRIpFIrO+T4HLXDS41X45oOsKCP7FBMM1ydzG+G5xtfilLu1GlJEDoshxmQxx8bD49sa9XiU3sApLf1tp9t+2GWZX+SVWl4v5Bl2f+SZdlH2ucvZyXD8fmslGn9R1n3NLz/RZZlr2RZdjorAcyfOw0vGSaI/yD2g4wTO7fvD6PNUzX5VMpYeBLiexclxPtheZOlWI4V8cKUBqIzCadyLSb8tH2mme3pZ19P7o7rMLthhsNGr8EDRr/1uxx3Wse3dy5lefjcEg17Dc3ETOVVfImzWU3lZdpiKHoDmSUV8Us9bpY42Jj3/zZWMDAwhuxhnGlUwahn8zuxkjoyCAMXa7bTjFKzMiws06LdlltM52thYbA0SO2JxJMNMLE0DMOTts11jDqu6VzjbjRKbTAaELqfAWawFG/srViflPmwl9sGN/UWzHbAAPzkxVfD9aEqDTDB7OujJSDhfAuD7RgHgkHtmhuLQyUo+pd/aV/46dT5UIyXAGNxqB21+sizUgPcWaLs1Z7uABDS8AJEJvtmoyFJuwExZpicbclGLC/uB/2BjO9ifxmH8s2n1sPXDpVSpI8Pr4X2eBlLsjDYrkl6kDG9sbeUES0PFzE+AjDn/Vc6x3bNEBu8Hjs+x+ruOovCvV0ZKR5gSWwk+9lj3DCHnO/bjDVnkAh+6+k74SsHqoKKjGHaaMBH//32Z67Fcc59MIPBeMa451i+Z9wTwA4xU44f4zeAIxvhzD+cB7B+vgOO//bPz4ePDlUpl+lL4qeQ2F1SMowpzVlmVrkmJKh2uqSMrY15gvE9j6eOMDuOOK7ZMTtZPF95bTHrgeOItdVgwsHwsM4cExWCmbWUpUE6BvAyuDDAsuqAfqM9TkJDf1lS5VT9dkzy2/RzH/elxqthpPlKjf1AEo4t4krovSxYva23/Wxbf5Zl38yy7L/PqkKE/16WZdu1D4UI/1lWMh9/M6uyZrENZyXg+FdZlv2LLMt+OfsZChE++ohpzeFa/u0dj0+Gndv3h5HmK9FbYTBhCvVEvhymOwawaVnYENgRB5R7UrKxn07QTIYYvV4I7AE3o2HvkOVK/18AgN9PJ/umxpYXFhYdFgP+ckz2RxPrhY7fI53hWF7EU89Uqgf2+XydePToi5TdcduQGPn89srOdfocloBFcEWxC/bYYVScyassXRjNKTuCcYTRRQC6DR57SA1CbchgACHXwPjD6EQzb0OAPj7ftxk2xqo4F4CCjU4DkNS4sxSFgnp4q2EOrg60w/c73laPMfeBjU9SuiJZA0gADK4NlLEL/+L+ZPjKgSpjFd5+pEd494vxMg3t6u4iFiUkRa/rJtjYtud/ebhkGzBezdrMNsqYq4H8aOjfeSTk2w+G5o7DYU9zOoI/G9WMH85zubUVkxIgJaMtXDPF9tjHzAbxKFdaFbPzOye+FD44uFHrO8YTY4IYkHsTRQzM9/i/0FcW4VtSIH4KRHEGpBIzYmrcTuSD1zophQEBBiN+PgxO5poboRgvwg+evRVrZKyMlHK5jbGqgOFMY/0BMG850eJQO3zywo1aMP+b+9o1MJQ6QByX5nF/oW+zBkLw8PsYGPPMG+kzxZwKu3ehbzO8+8RWaI8XURb0jY50jjE627gbx+3ZvIpxY4wxx6bzNc+pvzfAACAZKDAndouhMHMAa8G49fXDIjLncE6u3+uBgUAKdLzuOFGC1xsXzGS+5TucMsQQeW0BVLBmWBnAdXgdYk1zkhjW8qONhRoQcWyIbQBnz3qp8WoYzF8M+faDNRYEB+n2x/aGbduaZVD6tlYvC1Zv620P+dbKsixkWSM+5GS/chD6jscnw67GiRr4sOTKQAKJlgPR0qB1x1yktT6YnPDWADw8IbMYAGhsSKcUeRpMPpWXnsQUvBBIzgKaxnekdDi/sSceLxWLRCr9cozH+Y53DfYCoHE2L3XN6aLiY+ENtSHsNtqrBPXehwAAIABJREFUxfWkXngvoizgMAcsvnjJUg80bWYRNBNg48OM0VxzI3xwsF5wDOMAg3SmsR699vPNsm4A8o3UMKO/uI+WA51r3I1sD+8v9tdrJKQea9e6uNi/Fe5NlEG9HBdD0uwH18U555sbYWWkCD86uhyWh6v4GAwSy71suFt6wzHxyK/uLmJdCcuskEh9fHgt/MFnL4XX91aSIQxrVz7/yoGyvslaxzN/qWOsOw0tBjTG66X+rfCtp+/EmhfXh8qMV2Rdcj+cze+EY43FMNw4Hpo7DkcJ1r6+mdq1Wj5juVm371Y6UiEkY3/0C5+LDNC5Rr1+By+85dT9WNtdhF99/maUP7mKvY3mS/1b4WuHynozABzHUxArVIxXRQwdaJ2ODQNqkioYeG2OlWDQ2aj8LHCM9JgLgyWI/cZT67VUw2sd8Mbx55tl8DpGqpmlueZGlN3NdZ4znm3fT+aBM/lqHJPcM2fcIj7oTL4a40LMGALQrgqQXxto1+Ygjz0AqSu7+14tD1f9ST8zdwEAzHx77p/uOHvsbEmZcLOsZi+Yt1JJkx1ClrB5zue55p7SXhvzn8a2eN7HccFcgQzXQIJ2eE6xeoD2XejIsJBT0Wc48kgtD8hJwYYDy7ul1E336xaI7sxYzza/GOuAoMDABnnkkcGwbVszVkJ/ZFurlwWrt/W2h3xrZVlWozofe3QkpsAj20Rjx5NhV+PEA2DBMqrT+e0aw2EQ4sAzx3241oezakxp8rUXxR4hT2pM0hijaXyFGRHTzn4hZzI74ReB9D4PC1h7vKh5ryz16vZigT+Vr0QwZS+ojRAvEJzfXj3LI1hcUjCA8eSYAseWsBimXksbhRja7fHigcWUfafyOlAwQEL6Y6mCWRQMvXsTdWPN+9KvxxqLNaMWUIn+/uPDlUf6fMebSjAuhpavC0kLxs7re9sxcJ0+wFB3Xxl4XOwva1zg6XTMyvm+MotYGn9jdsdgZXGoHX795esxAxgA4UqrlFV98sKN8PbkVgzAXh6uKnTjXV8aLsLfeOl6+MfXPhOWOrEOabCyJU3IaS72b4W3OwHPgBIbsZZNOXbgTL4aAQhB6KTvTsc148VjkO+9j78j8xMsx4cHSxkV7TewdNpdgNZb+8r0sR8dKg1Y4j/MirgfMJZTGRh1TJx215589y9GOAAX4O8EBgAq+jCdO7pJe853WAcYv3Nqn4ExrINZWs7FuVdGqnFOBjT633JLpGj0FUD4XGf+I6mE5wquiecFwEQbbTz7XvsaDORgNz32zJbCsBgA2Dinbz0eUxY87XfLPTHk/RvP+ankizgbMl/BsHVzFhnwGCzZkcPaZiaHJBiOebQUthuocX+zrnVzDLp9BjcGIqgTnNEKxyQxnMcai7V13I5M9juZ3wzPNr8YWjufqzEg9UD00VqWzl4MSG/rbQ/31sqyLDz+6EStwI8zTRADMtY8XfNYMKk5iBwK16l5u+UBZ7JKDXp+k3pLzIowMRu4AFoMVNC8WsqVyrJS/WsKDrpR4Z7oT+UrtZiKqXwtrO4uuh7DMq6NsTK4+lhjsWZsnMlXIzjAsEYvzj4n85txQUvlIN0MvbN5FYOBkYRBw/XCFhi08B5DaSpfCx8erIwAWAX/hmvGY7oyUtS8wJYrub021H0NaXtTowaP8OJQFSD9vSO3w9ruqgLyrU7RORsuXrzx7gMkbnUAhNPapkwTBomlNhtjRfi9k1eiQQSYgb1gX4xFWAQb9WRjwkPr4H/kWz8+9uXw9SfvhrVOET0kSZdbpRzn9099IXzlQFllnWKHLqzI+QA1t0bK1MKX+rfCG3srg9ZedwyWdGwxTunT4/lSaO18LjR2PBl2PD5ZK0bIc8u+Bi82Cg1kfa/MblmaRf9jrLrfbEBbXvb+/s3wyQs3wsZYyXK57geAwZm0UhYhjSNx+zCcuwGsJUnXDHooJGjQ7f7lmM7yBFDdGKvYvXONMmMd8wIMhZ83pIAG39eHinjPuVbPhYCXlZEiPlvMAbTl1kidZSQQ2/fdMSNn8zuR3eT7qeS9r5Xf8h1AZqaxHp0F9A/9CINupxPzLOPaRr6Nf5gcYk8MLi2FZaxa4sb9I95kprEe1wHaZQdTyqT7OTCA8HqXSuS8zlhKZUDFfvzOMUaWOrOeev2CKUrXXQOL1GlokNFtnzQL1vONL4XR5qmw4/HJ8Ogjw5HtqIokj0QZVhmU3pNg9bbe9jBvMQYEjaXT8boOyHDjeC3rVTphMbkwWaaFh5wdC1mVjfk0G5aBgSc+08MpfW3K3b/xe/73wmOQkXp9Uq+U2+oJn+NjMPhYXlTttbL8gX3JkJOyCF6EAAYAES/eSBvsxVwYbNckEV44WeCn8zqbkkpGTue3axl31keLqLu215H97Zl1fQkbNzYU5zvGOgYEHuj55kZkRWys0La13VXmLAK/MU7mmlU6z3ONSjOO4bcyUoTNsQoInO/bDN94aj1W7iZ2wAG6qbFEbMna7lLmhGxktmMMU1UZxgGj0gwEYGd9tIiFFjE4ieV4b/9m+PWXr4fvPrMaFodKtoN+hR14e3Ir/HTqfGiPP5gZiRfGL8BorZNJC+OtGzhIDWMMJ4/Ps3mZhncwfzG0dj4XmjsOPwBAMPw8rrqd0+dhP+59ei08bxiNm50aIVeTeA4zJAQw/+bxXwofHNyosWPsY8Mao9nxI2SEe2NvBWDSYG3HDTHGGXeWFF3rFIjsFkPh/vVzye+Xh0uZnZMEwF5x7jTtNCACoPDbn7lWA1kwEz4vx7nWAS88j8xvpCc2ELCRa4+742TMonqcGHxyTss9cdQwjzIGLF01Y0E7zbg4pbrn7FQWuj5aAi0cJN6PdQCGlHEz01iPySscX5HKbVm37BwzYDfYYZ16qfHqA8+e182UbQeo0xb+0s+n8pUw39yIa7jXB699LhbsAHL+uvCg7QTWe38P8+EU/KTh3fH4ZK3mB8lxiE+1gzTrAZDe1tse2i1mwXINEGsvdzw+GfLtByMDYt09MioAhw1+x37w14wDHhGMaoMaH8feGCbL1BtkzzQLAoDH2Tq8+Jj2nk4WLge4M1ETjGcvkj/j2pA8YLTbmzuVr4Xl4dJzzXWxCCEDwyPFtdImG/ozjfVoRJnZsNGQeuZYFK1XxkOKRMhyII7Dompj7ttP36kFWVpfDAjDAFruSFZ8bhvXGJIGKFyTQYS9eXxuzy0ecX7nIoS03ylJ8f5jeKKjB9jd2FXW0SAo1sahwRzgwOlR8Sy7loC137QLSc93Dq/FoHUCSDHW1kfLANzNsSJmbHLdD+pPkF2JTFOOYaC/CVI/1zHq6Hv3tw06+pZ+51ny/owlZIKD+YtRhkUQOv3le5rGPHRjxegjj0f/xnE8NvwvdYKzU+YilaBdbpVxCe3xIry3f7OWbphnxtmxMOQNgC72lwH+ZGeyNJGinwZX5/s2w9946Xp4c19VT4fn7BtPrcf7Y6COMWoGir/zzTKAfFNB6IxlMzYAUn7jhAwAWIMCnBJmIZEV+R44/fDiUBUUPtu4W5NlcYzZxt3IWPrep8DB44/3/DVAs+PIxr2ZNo471XEYUMcFQEP/dosFMYNmR4udVhybcwKYPG/z7Mw0ymeZ+2DpruVYXIfXO6+Ndrj5GfUaRZ/Mde6N223HndcvO+y89pmR4R4ZkNh5aOk1a7Tl2XZc2hY41PzFOG9U1c9Ha6DD8ak9CVZv620P95ZkwRqJVdH9wDd2PBnGmqejIeN0e0xOp/KVcKl/q8ZyfFpBIsc0mFJOJ1YDlJP5zbgIMrExCSIFYn97ZZhgU02tJ3VP1p50/Xk3VsTAxu0HmAAgMIxsUNgbZWbHcgAkV14sWJxdgdwLCeDHhvi0rt2eS4w3PMs2Eu2xnU0MATxqqfHA74hdwOj1vjON0sj65WdvRW/oJy/cqMlIONbpvIy9+bn8xgMGKNmdMLg+7GQ7wui8IK+fjRlkW3icMVgJPsYwubGrCN99ZjXc2FXVirARRZ+sjxYxmxB99ta+SoaV9pkDm+c68ps/PPP5aEBaJnWlVVYxXx4uojGLjn5tdxn/sTjUjh56fmfGhexeC4NVpiKMKYNR/sKQYfCeyJfjNadMyLTGJHMA7AfFSyeaU2EqrwpEmhGwR5/PGCs+15zGoPveDA3jhnHH/eI3MEnuA9oEICs6QAQ5keNDkCA5IJp7hTxoVWyc+8zXa0YQYMvr6kA7MlI2KukPnlVfP+AZQMm+fM6+ABBLunA6YJgDUGYa6zH5gUGC28N4AbCzH8/gXLPM2OWYD15Lw0WtOChjiXNjVNO2i3K20P9mIgw2LFvz82oGAmnUciezGedgzvFczzGcvc/sB21IGQ6Y0KXhir3FcE+dU2blWb9ScD+VV0Hj6fpmUJZKseiTdP1iPeTzdL2xA87HMxBK5c5pxiuDjHR/Axd+81Lj1bCrcSJKsBo7nowB5wAP6pTBhmQ9ANLbettDu0UAsm1bHmNAugGQieZUNHYMMtKsGI7H6FYJlUwZaeCbqWozIt0mLiZAG/lmZgA4Zl3MetgTxHE8ydpjxkLD5ykg8Hf+nVkigqNtWJtB4fdmV7pdq9vkbCvp7/Besljbm8WLRZXFOdVrA15Sg4/z+kXfsRhiaFKXw15UvKbIRq602uHdJ7ZqhiDncoYgG2QzjXqV9Bu7yvgL5GcErBp0cIy55kb45WdvRe/spY5sBwMOw+39/ZvRmLJ8yAHEBHeb1SDbj8EcsjAb3RiiV1rtWHTN8QHEtmCsEhdypVVmv/q1F5aj3h+2I5VbIWPDkHabMO7s9fZn7GcD2H/TMcA42tU4EUHIrsaJcKBvvhZP4WB/7rElOW6DjXj/b9bDEqzU0DeIudhfViKnT8xiMGavtNrhtT1lDQoyOzGW+Q0JBwAQZgzuT7RjXI77jzFIuy31SuNyrrTa4b39Vfpe+gVDm2tjXJpdITsU5wAQme1kHE7la7HYHs8Mnvs5XaMNWxusZgIdrH+pwwgx/pA5GRghQyOejHtoo5/nwdfL7y3lhHFhXztEPDZtgLs/cR7QTrPSBnuMW+ZeMwmWNRlQM+d47mUuAYQY2OE4mEquwfLj1GGGAgAglUqFzXaYsfHa4jhKO+BSMGJZFr9zrRBkXFREP52XAehWPhh0sE6yxgNAUF44CP2xR0fDzu3742clCOkxIL2ttz3MWyvLsvDItqFOldGR2gNP8BdB6NZ8UhMkrYZ+PF/qCkDQiPKZYz4AM/ayfFpsiUGKvVUpQLFXyiDFNL+pZQMIT77EZOBJ4vjpoowBxCLoc6WGxKdpbFkU+cwAygwHiy3tMGtiZgYjytIhe74xkKzDnk3eX1T6zPnmRtjspBRNgQ/HxBihP+bU1lRCNdfcCF9/8m7NKLI382uH6kHJXB+fYURinNu7bemTpUgY+w6EvT5URCNjebgMWv80T/Z8x+O7NFwFDnOO60NFTQJCP+JZtkHjAGe3+WJ/qbN3oPjlVplS9739m1FuQwyIvfAYSa49YYPdHlzun8dAKjFLDX5789MYDDzXY83TYaT5StjVOBEONX8xnM5vh6XhImyMlVI8KpEDijDouT/EY9iw931EtmLQ4viM1Nue3j/3KePM3+Ft/+ZT67H+B/p+znGhbzMU40X49tOVp5t7ebF/KxbQ68bY0Ca+uz/RrrFTgHOYEIx0j6dPA1nUh/F1p6waoIM+Rs5He5wJy3EsZm7tDGA+QqIJgPe1n2vUA74BLe/tfxAYG4SYsaVN3CeeWYN/z8mMbZ5XO0n8DJBwws8G98eOIWR4PN9pvKFZRLMz6ZyczmGe31l7+O7GriKCDKsDUtbZwKQb0PB6k7IZKfjB+XcmL+MR7Xg7pzbTDq7d8ivWdOI7TudldfY0ztNOzOP5UjjaWAgjzVdi0UFnvKqS5IzGgPReEHpv620P99bKsix6FaA+if9wGt6R5ivhmeblWlxHChJS4ADbcTK/GRYG2zW9p8FHt2B0B7A565S9Tv7f4CEFJ/YmeVHwAmC6O/Vs+VgspCxaKYNj4MGkjifRC8GpfKVm9NkoZAEwwDEbYCPD57LXzlIb9vN5LHWy8Y8Rh/f/7U5RNzTwSFsALb5uywFssHlhRo/OOW6NVHpsS6bs9bRBgayBaySwHKMGgIGR4gJxi0Pl+TDK7k+0a/IpG5IpyOF8N3YV4TeP/1LNwMdbTHtJMoBhZaMRI9XeXY5N1ipr+S+3ysxY3zm8Fn46dT68tqcd7wMGPIHsi0NVJXiu2QYj12nPsD3g9lLbgEyZFUDSwmDp7afexkxjPezv+1zY1TgRRpqvhGONxfD25Fb4g89eCn+6/nT46dT58M7kVviNlxfDVw6U9+edya3IEF0fKqu5Y/Bj2HJ9/ku7/NdGudkZgxF77KmhkUq1zEL9rdMXw9c6qXsNcq8OlBmwkOAx3gExVwfaUb7n7EwGTLQH4MV+Lo7YHq9YNhvkPIMXNX4xzg0GiH3yfECNDZgOJJOznTHI/2nAOCAT58L9iSqjFeCX10eHqrF1Y1cR5zOeCRhE9wkOGj8vnqeYN5C8AZKcTtnzHefhGuw8utVhYOgPnhWDBeY23yeOb2fX2fxOuLGrCKu7ixo4sPPEIJG2wcZYkuV1x+uV7326HgFavB6kjjq3AQCRAiCUA6fz27Xg8DRmxODGAIV12zXBcEy6P9Pj8tn5vs0w3Dge8u0Ho/oCWySNBdm5fX8PgPS23vaQb4oB8YPdig88IGS0eapWXAj240y++oDMyoFojhVxXIjpW4OQ9JUyGYCU1KPlvOW8t3FuKjudSFMjnckbr3iqhWUhZeI3jc5iwcSKoc55Xc+ExcgsBr+zvCs1PMhqlZ7XCx5ZYux99/XilbTBjAGNB/5i/1b41edvxqrJGEIcz161KRmx5xp3wy8/e6uWDQdD0LKVN/fVwYMNRcekGERiZAIWvv5kZbwsDrWjTv9KqzQebYwBqjASifvA6H5rXxVEi8Fuo/NC32Z4bU+Z+cje181OOleMDhv3LPjsi8fZXvlznbYTFE8fzDXLWJQ/+Oyl8NOp86Ho1FsA/GCAvrWvzICF4W7Q4/6nP92P9jCb0fG9sOd/YbCMlfj48Fr4yYuvhpWRsrbG6u4SPE32zYbhxvEw1jwdjjYWwuZYEX743Er40dHlmD64GC+rdy8OtcN/cvKL4ZMXboTl4TLY/p//O/vDjV1FrHPx2p52zER1baAdZaCulG6j1gZtyhwwRs1EMeYtU/P4emdyK/zeySvh+0dux4QEGL3Ijd7bX1ZLp04J9+XdJ7YiW8V4APzS/xijl/q3apK+S/1b4Veevxm+9fSdGijFGOYvGencbjK4cY0Abe7t+mgRfvsz12qxNWbrCBJPWSnGgwGb+9hgAZANUOL+eM4gkxjHxqlDv5iV6HZfuRcU2mQs2FHkdhmQMu8wvh2j5XnHDIaBjeddnnvPrwa67t+13UVX51cKFnz9Z/MydXvKQNjhRd9wTI5h9QB9YsmY2Uu/nGCG9Y/fc347HU/lKzXQAviAUTmZ3wyrnWtP13gAC4UIcYi6FgisSJUJq1cHpLf1tod9qyRYjwzGhxz5FZrLndv3h4nmVDjXuFsDIGm6vTTmA0ACSGEfx3mYzu6WTSPNlmXPSTdPkFmQVKNqb4vjNgxOPLHbo5TSzfZYeYK2zIoF38yKQYp16I6nYGGgzYCB6XwtxiqwMLkdNmzefaIyOOwdM3BINfxmLzBuMKqQbthLyGJu5gXDgFonNk6uD5VpbzHmXbAvNZS96KeyCq7xzX1VetRzjTJ+BM85enoMCoAYxsb7ncxV3C8bNKnRgDGxMlLKiCz5wViebTxo6PuF8e4AZoDSm/vatexLBjxru6tq5qRX5Zrmm2Ug8btPbMVrtwwJcJG2zR5ztwVghJEHAGqPl/ftncmtCBzWR4tYfduG5VjzdBhuHA/DjeNhf9/nwrHGYmQ3rrTa0fuODOpKqzwe+6yPFjGF7vpoEf6H6y+Frz95N2YK+87hsh4NIMRGo2MRbKTzvyVEjEl+7/oveNl57haHSrbjR0eXY7YzxtHVgfL+/f6pL4TvH7kdpXHEFfzm8V8K7++vij0yTl2rhvH82p52fCbmOl7+jw+vhfZ4CXAdR8Jccza/E64NtGPNHe4v8R+AHjz0BsJp3Q6Ov9QpbAlb9/cu/FuhGC9qz6gBkAGek0C8+0QVp7U41I6AxA4TJ0jgeWWuNWM8lddZO9o63ywTOdyfaEfJmp0Kln55Tvd8y9xkFsTMBem4cUqYAUglTqfylSjvY3zMNcs6SIw7r192Bll+xrzKnItjw2uS9/d8hfPMcZR2jBlI2LHmNdLrrZ2Bc82NmBAGoGGnHp85AY2VDLYF3L7j+VJ4qvn5MJi/GFkPGJCqJkgFRCgTkPUASG/rbQ/tlmTBevCFF2KiORWBgZkNf2aJ1bHGYg2kuPqpwYap4m4ZMyzxSalcsoLwf7dFIQUXXiyYiA0qfLzpfC1S/f6t5V9pELsXBzyZXkQdUDiVr9WkAwYVprfxxqZyKRakVN5lac1Ul5eLeGFsLQ61ax5h+g4DjqJhHJfr9XE4L221p/1832Z4q2NoLwyWBp0BzzkttJzD0jkbHZZo8T41plyczn081zHaieGw1MuGu7XvAA2820ifVkZKwyc1du35pN32ggM8L7e2wjuTWzX5DftcbpUVyZ1WF8PUrAS/9e8tpesGiHweQCbV1PHkY+BT48LnsFRtTn0HAGntfC4M5EfDWPN02Nc3EyVLpL0lUNt1TDi+5WzE2qyPFuGDgxvhncmt8Pc/fzr8/qkvhHsTZRYwG9nud49tG2cpQOH+Oh4lrWdBG68OlGzMJy/cCItDVRHIpeEivL+/NLh/fOzLtZTMF/u3wpv72hEkupr3vYmi1l7GMbIoJHifvHAj3JuosmOlABkj1rJI4pkYO4tD7cg4pozXTGP9gWdiYbAdpVjcO/cr5+YYBiD059uTW5GxY6zZKTOVr0VHhMcr98QsXAqYZztjykygA9E996QSJl4AorP5nTj/2Yjnr50hOBtSxw5rGvMi7UXm53ObgTcg9hw+nbyYG1lXAA84q7w2WAlgRxvHn2tu1BQHZky8Fhp4XOzfig44wI2dj1wDcZ5ex+2g9HqOLYDdcKBvPrR2PhfBhoPQUylWLw1vb+ttD/9Wk2C54qjZECRYzuVtLwfeDWezQKJlT0hamZzPWCR8DB9zprFeq+thz2U3AJIG2OF1SoPvzuZ3YpC5f+/FCnraWlcWJjxBHN8MBzItG+L2INmw5r1Bkz1kpNwl2JqFxkDGgMqLt0EK7fBCS5sAJQ6KBuAhv7HEy221xxiPto27s/mdcH2olN6c79sMXzmwGTbHiprRYQ+l5Q42HDFeaN+cDAgWfOpicE0YTxgqS8NFLF6Y9pONBIz8mUaZcQt5FG2gerVrj7A421BLDX6MNmIoXAsFVgCmI42jgdnB+DXQ8HvGGv3v+zSrtlzoHOvrT94N331mNXz/yO3w2p6qfkm39vvluALG5L6+mTCYvxj6dx4Jo81T4UDffASw14dKL/z1oRLkkFoYAOq0tBjv9MnCYOnlh4W5N1GEtydLCdTVDoBaHq7XbKFPppNx774C4LM/kjpnJeNaARvffWY1vLd/MzImV1rteH33J9rho0OVkYyB/QefvRSLXvoaOT6M6HxzI7y+t0zpSxKJpeEyNgZpVLdYHv9lrNybKMLXn7wbWQEnV/Czxj1GSsiYB4AwFiyTZFzZIQILy7VfHypjl5hTqDpvoxppJL83aGCeme88LzyTVGC/0mqH7x+pGAxkpxzLxvhMY70GKgzMcYLYaWOHkhnfmcZ6BCHUQjKY8Nw/na/FxBGMuXTuPNfonkLXgM5xIF7XUqcac57XEK9r9KtZc75nHFzoBJ6nkmg71ro5DFlbnYLXRYjZ32oG1lNsBuYObA9iQcyIEKfaS8Pb23rbw7+1siwLWdaoaS1Jw/voI8Nhx+OTYef2/WGk+Uo42lioaT09mTCZM+EcbSzUYkVSPagnME9saUA6AKQby8FES62CqXytFvSWshJmW6D58So5wxcTsr1hPh6TLQsI5/YidCYva0jYOEvjJ5BCGHyY+rZHkcV3rrlRA0T8xsZ+yo54wbVhj+HAwoSxgQfVHsXUG+nPrJ1/fW+7do32XGLgOfaCa7dRaIBoUER/f+3Q3RirYU+kPcGAjT/deDLqzOebG+FbT9+JHmobpLTDrAvnI2Uo4AEg4OuyUc71c87UmH9zXynBSYPJ10eLmEEplRPh5b/c2opyHI5rL3r6Sr+nTfMdQ+5bT98Jv/bCcvjBs7diIcM5ndvGOe/d5nPJPs82vxhlWGPN0+Fw81K41in2B0PwwcFyDFDR3SwOQMx952KAsCdpTZS/dfpi+OFzK7XYENpkD7KNdj8LHj8YlzwPBicAouXhEgwtDxfxOcYAhD0wc0TsilkQxoizRpEF65/feyKs7q5A7pVWO6aGdmYsg17u15TGKfvznT34vqdcH/U2GG9I+wAw6XxnYOeYMsaP66nMNTdqAMTsDc/zdL4WVkaKGhPAHMe1enw4how5gn7xMWYa65GNNviZb1b1mTzHcH9SlptzGcAw33eTjAHizuSrMXOXr8eOF8uh+N/yRvrIDjWO4+QDlnOlsYs+jyXFzLuWOKeZKlMlgVUMnM8Sa8d8eg3mWJf6t2rJavY0p0Nr53MPSLB2bt8fiyWjyOgxIL2ttz38W4wBKYPQq4KExIE89uhoLCr2TPNyLRDdGa/MdrzUeDVOKlP5WgQg6EWZ1NNCRPa6OKWfwQHHNGvC5M97T64GLgTNM8F7MvWE7bojTNBTeV16hQfufIcl6CbtQhbE4pUyEpf0/eXWVmyXM5TwPQusmQ+zHwY51gpjFNjIMvVv7zb7WX70acCDPrAMx8a2PfA2uMjwM5cYr3iuaRvnu9hmmo5RAAAgAElEQVS/Fb56oKqUfmukjEmg7W/sreQbfIaRsrq7qMlQkEM4m42ZD/rPxvq9iaImfXI/GHjgoTUooLgZ9xBD8o297Rh/goF9pdUOXzt0N1bwtpE41/HK0waDu+nkPgKSUgkLBuX1oTIl7uZYxUQsDrVjrI+zH3GtGLP8vdIqjenNsZJNWh8tX29PboXfPP5L4XJrK+xpToc9zelwJl8NG2OlhOp3X7ka/o9//fXwh2c+Hz4+vBZ+6zML4cODZTaytd0lO4LBi/wrzYAF8KDvMfpXRqpK8aRSNsDjPvFcGECn8hhLXea63AsYne8cXgvFeBEzr3nsXesUJkRKxRh8fW+7VgvlbH6nFnuEkb441I7ypfnOZ19/8m4oxosHALTjz2iD5YyuFYMsyKyLz400bq4DRv7oFz4XGTlnIGNescHP/xf6NsMbeysg89UDG/H62+NFvAeeg9Z2Fw/cm3QeAzz5efV9tMMEpjgFOymo8DzgdNDdmA3PEThePL+yfpgh4v6a5WB+xJE1q3vGOmYgAwgx48+6ZIfa2fxOKMYr8JY6zczuwwghg7LjzO1z4WDWStrhFLqWhLEvTsg0OQ3ruGM/X2q8Gib7ZiXBGomAw2UBACU7Hp8M27L+HgDpbb3tId5aWZaFxx+dqKW9q6RYoyHffjDseHwyjDRfCafz2+H5xpdqgANGhImO9HtHGwsPAAdnx7JnhQnXn7OfJ0Yb+rONuzXPSzohe4HzBMskzKLt4/J7FiVP9H7BynDsdJJncbNkyYyFjRF73gyEnOkL457jmSHgXPx/vouXjPP6GCzOt0aKWMGea3JKTeukaacXdAyh2UYZyItHcEpt+u4zFbviIGobyLTNYI0Ymu8cXotZh+5PlFIce+W5FjyiGBHEbcw3Sx07sinOhyGGwZl6wamIbYPebAaGi1kqFnh7KzHcCbLGwMOzfHWgDOpeGGzXvLsAM1e6/jSQmIJI+oR+R/b1q8/fjFIYYjAonojBjjFN+yz9emNvKTG6N1GEf3ztM2Gtk/0KI/Wlxqthf9/nwkB+NIw2T4VDzV+MGcc+PLgR/ugXPhcNdyQ/1wba4bvPrIaVDrj86FCZxvXdJ8p4DFgf2APa4zgLJx0437cZ7k0Utd9/Wn9xf8yKmDHCqH9zXwUGzEYtDRfh9b3tsNQpvsd5Lre2wk9efDUWPzTQfn//5gMB9IBYjk2sko3i60NF+C/PzcSCh90YL3v4Oe79iYoFsXTI45jxarBGEgTXNMEJYlmQ5X30I0URkVi57yxbpA0AJDN3ZkM9Z1maxJzHubgO2GczXBjxBhMAt7P5nQjC2RcQ6us9k6/W2DUzOil7bWeQwRTMO2uN1ynLc1N5o+fVlOVnHyTFBjOsSdyfNDCd9cn9zbFRPaQxm16r/B3td7wnDsnUsQhowZYgfiyVW7kmmQskP/rIcA+A9Lbe9hBvMQbk8cfGwyPbWjEFL/Efjz82HiVYp/KVcKyxWPNqeLJx7IYZEQeqp3InvDCexBz/4f1slF9ptR+QcXmRsDbWk6XBCItTGhvirFQ+zrlGVTU8ncDxCnoSn9bCwnkAGhga9qh54ucYpNwljaY9aSwceKTIVMWCzvHoExZErptrtSFmQ456Dyyg9q6y2BG4iveUBZvrxyDEoCHFL8c3k+DFlv5ZHGqHjU68yPJwEQ302UaVuYc+pn/wUGNAX+wva5lwbhvwaZ8CHlY7nn0zGlynpSZLw0U0IPgeI8jyqYudrE4YlHj5331iK/xnU78Yrg8VcSzQP2RUsu7fTI/lGxiHGOSO5VkYLL3xGOruF4xoWAOyVV3txKi8M1kGQVPzg7gHn8cgbk9zOuxqnAiD+YthMH8xTPbNRuOOjFoEvKcyJYAFDEIxXsRYjx8dXQ4fH16rpeS1dMvAlrF1Y1f52+8duR2LH5p1Y387NbqxgvSr648YUMB2EBTN2F0fLcKvPn8zfOdwlWyC+/rG3nZ4fW8lpaPN7EO/OlPclVb5m3/65aMxKJ3zGYDAchiEuG3MD4wbAxDAEwCHYHlYziutkvmyUe95MAVujHX6zu8xiFPHB+/TeWe2cTdmVWQOm87XYh/hWDBYMRt7Nr8T1keLGO9Gu33daWwax/G87Dbd2FXPDmiG2oHtBjvMjT+X36iBKq8rqazM7bQjDscW45jrMgtisMhvzFikMi2vh6gWkFKbPZpvbsT9OGa6pgM8Xmq8GtuDvQAYwm7Y05wO/TuPJJXQR2qB5/n2g9FJ2pNg9bbe9nBvrSzLakV+0swTroTurFauXu50eymzkWbLSulXgw9yh8OopLEhlldNd4CPJ1AmvtTYZ0IGAPF9yo7QfhvpboNpcc7txYV9baRbu+wFwcdiUfDkb++i5T/2bpkyP5vfiWDFrICZiFQq4UUcQ5sgctiEawPt+JtUOkHg51xHWnGxf6u274W+zeitxSDEyMCjb5bF/YHRZA/wrU4qWnv6bSTSV7AdLODv7S8zAmHcffXAxgN9mrIV9yaqtqaeYY8pMyOzjbtRt8/n1DooxuueeD6/P9EOH3TSytIfyHBWO7IUjDl7jO1tpg8vdQAjnlykUTbw6QNYj9XdZSzDrz5/M3zjqfXw9Sfvhm8+tR42xsqA6mXFhTgmwxIe2nQmXw2jzVMxCH0wfzFMNKei95UA+0v99SB7HxtD8nyH+SHu48au8lqow/J35s6GN/dVgfzOymWAAKC+P1HGUDgG4lyjzmpxHbzsiOA31CXBIAe0A3K5z7Qf9scB9rAZm51YKMYV7b2QACUzCMjNiKEx42mnB8ezN51aEozPtBq8gReMDoB8caiSP6USKN6fzG/WZFkeI7Sbce+2c0wALm0E7DPfmRU5m98JK53EEGYx6Kez+Z0am8E5XNTREizPg9zbhcF2bR0BiKTyr5SlT1lqrzVmpc3C+bjpNbuPvXZ4TUzZc0vDUpAIe5TGNtoB5rXcx+8GWPzZ+b7NmurhWGMxyrH9Xbq+n8iXw0RzKkqwKgBS2SawIK5TlvUASG/rbQ/tFgEIgV9koPBrx+OTYbhxPE4kUKoGFgYBBhkEoqfSKgz46XztgVzh3RgTy7e6SamYPB2v4ck3pa1Tj48XEwMX2uNFyAZouhDYiO62aHh/FgnvZy8b+7y5r17jIV00MDBWd9dlB/QJizHnsgfRr3ONskiZjXV7A/ktxsX1oSIafuujleeQ85AF52rHm/2jo8sxhsBsBLEwXnTPNe6GHx1djiDHOnqzETagMCCo/sxv3thbZZvCaLS0wsbETGM9rIzUi8eR0jSVVGCo2OByEDQG9cZY2ae0GyPsqwc2YgYl+vFc426saO74A7MpBmCAI4zE1/aUr5WRMj6D+iJ+wV6QVeqHz62EP/uPx8Pfnf/58NufuRbe2teuAYX03CmL4OdwpPlKDYDsapwIxxqL0bAzA2MAasaGPk/BlRmbT164Eb799J3w0aEqLsLsGPfGrND1oTLVLADbzJKBlD3zKegjRsL3gT59Y287fHhwI6bxNbvBOTkPdWGcIpo4BGq+uC94JgEob+1rx5o6Hg84IPic65hrboRivHgA7BhAm1Gkvo1ZOTN8Zn1tIANWAW12OHx4sGz/Jy/cCN96+k6UgvEcXh8qwk+nzsciilcHquxYqVd/Ol+LsTB+dlMJF8enj91XzI1mSy50JJHsm8p3U2DBfJjKXTGyab8luZ7jzVAYuPD/1YEy/TkyM/ZJDXmvN5wf4L841K6th4yL6bweDM/3ZkYspXIgOv3pNjipC+wJNoLZk3SNZ5/R5qnQv/NITHxDrIfVGK5T1quE3tt628O9dSRYww8U/nFMyPbH9nZlQKzjPJWv1BgMB6I7A1ZaE+RMXq+k7owbnvQNCDzJpUHq9kTZu+mJlQmc4wJqPEmzgDtrF8c2G4LB7PgTPrPkwRP8VF7GNLCfFx4ykgDOTue3o8cKo9jeKxZQArstO+Bc6PzpjxRw2SD50dHlaGQhw0gZHBZW66CvtNq1c07nVawL3ldYj7cnq6rqGKOp5OFCX5l1h1oIHxzciGzI5Vbp6ceQwONp6QfGJRmwbJim4MsGy6X+qvYF+yPfsafY4Ic24Bl31iaMUYzU+eZGWNtdhK8dKjOGcS5iQRYG2zHg3HKW1Bg2AzTXAXXvPrEV/uwng+GPZ/9izNzFfZ2X8Uimpm8/fSf8w0unwg+fWwl/PPsXw4cHSybLAelcN7E+7kvaNiVjhkw2rZ3PheaOw2EwfzEcz5dqvzXwMCjifGZEbDBbXgUYWd1dVmX/3pHbMebHgecpaEMCtTRcysEMsFIA7LgQnhfGFe0w6HbRQlgLM15m9BhDyBwN7IrxKh0ubb6g52S2AxZujdSzyZkB4S8SStr+4cFqXDEe6KN53W/YHuZPJHOc35m4PDb5HgOf+3F1oB1jX0hEwXn5HTVTSMiRxkhYYnY2L2t3EOBN3yKlSoEJ93C2UcZ2ed41iDqTr0aWlec4ZSGYd+14MHttMEA7cHiYNWI9Yk72+mBg4LFsgMJ867iRlO3u5qgDkKdjhrk8XXvTxDCn83pKXzsJeY9s62R+M7Ig6Rrv41qCRR0QZ7167NGR6Azdtq0ZHnt0NGzbNtADIL2ttz3EW60QYR2AjNQe+pHmK+FEvhyeb3yplgELYAEAAHxYB5q+d7YMJjADGwACk7YBg99zHCZkx3EwKSMNAZzgvbNXyxM6C8q1jufJHiZT4yyCDt4jGwiLMMYvkhpABZKEqXwt5rS3zMsyMQCEr9ELDS97yCxdYMGmH/ibGlsYmfcnqqrEZPgyW0C7LMe4ICPOnlgWbzLo2KOLYYMBbubGXmuMJFdq9vnoW3uQaQfSHYMTS68wBNAzn2uUAbvzWvDXR4vw3v560T2DEe41gdi09fpQWb2cwGnA2NVOwLWDvjGof/eVq2F1d1G7PgOObpIvvPJLw2XNh78zdzb84NlbsVZICn4I6H5jb5l16/dOXgnvTG6Ft/aVsTZLqqVhQx7vsMGdGRBYqv19n4uFCFs7nwv7+maiV5nfkqFqYbAEAguD7ejNRvZHX5rN8Phx7AfHWR4uapnPuG7LbQA5l/q3wocHqzFm77iNYvqdscl3ZuEM0Ihf2Rwr4ti27G1N95f+QJJk454x4efKMjWYxM2xIs5TKZjmeXcMBYwYgGNtdxU8z/nP5Kuxn/xbmAnAF/fe45Q+Zq6wg4HnweyUQQvOBWeP63YPPPYIkL82UAXmEx9jZwzXeDq/HWOI0vmfczpOa2m4qmCeyi7trErnbLMc6dxpJp19mJd9DP438EsZfAMWH6vbmpKyNwZS5zsOMdqBo8ZsTppylzUvZWPSbFc4Iu0odJFEHI57mtNhMH8xsh+2RfgM6VUZhN6LAeltve1h3iIA4UF//LHxTh2QeiVSPJlMJmYxYD/8nUGHGZNuEismLSYsJjsC9ZxVhIkZQJGyHvxlX3vwT+Y3I5uQ0t1M1ky8eHbtzWfB8cQPCLGsysZwCnRYeL0ApADHACnVePs7e+1oJ154a37x1rvNpt3tgTRg8XcGRjaKreU3MPMxXGwOjbf7wl50DC0MpZlGVfiLhZIgUjzDNtIwatDZo133taTGg41t/28mw2xECvze2lfVGbnUkdD87Z+fDz8+9uXoCUdyQ0E5B1wvDZdgBS8uRl8q97IRbAN4ebiI8QekozWzQgau+xPt8BsvL4Z3JkvAQgV03hNgblkQ/Xy+bzOsj1bsCMHqXPfCYPn7yb7ZKMEayI+G4cbxcLSxEK/pbF6lrwakffOp9Xj9S8NFlIEBxlLQ4yxiNuSdrev+RClFYxwZsHE9882N8NqeUhpkuRv32sDFY8uyOMZXOm6uD5XV0SlqCNDcHCsiE0Cbrw20wz+4+NkoRfT1eP4yCOQaXKUcD79ZV7Mg9J0zsRnY2xHAPGCm4/pQUXMKODuW5xQ/i8jPzPhwjRzbzhQcGp6bzEIZUHn+oK04mYhv4VzMCWYtzBzBnPBMc8zNsSKC51Q2y/yUOrU818K8M3e5fw1oMPztdIMN91xFH6XrnYO6caBxboMVrzesHQYp07r3xGx0czZyDDsPOZb3sQQrTa1/Mr8Z78nP5TfCWPN0ZEAsBccZSj0QZFg9BqS39baHe2tlWRa2Zf214j/1tHdlJfSB/GiscJ6m000BhKVXvJjIPAFxDILOHXzuydKTmid4JjnTv7wwWD1Js5iloCD1ENkT5AXKCzNeL9oBEGKhSz3EprvtMXNb3B7aacaB43uxP5nfjAu9PfqpHMBGs40EZ1nC04aRAV1PG6bVfjzSGKUGbDACs1r4zVikhhJ9y7HffaI0cOc6HnukIBj4HA8jDSO53dG4Axjb40Vc0L14cx2W55ChySCEInM23hxIjoGC/I323Zsowm8e/6Vwb6KIsQsrI6VUiGNiqM43N8K7T5QSMxtevm+pDAm5z6X+shAeaXWRzuE9J16AbFu/f+oL4d5E5YVOg7cx4B1rQz8vDRfhj2f/Yi1wmvtJf03la2GiORUG8qOhueNw6N95JOxqnAjPNr9YMxa5lz43wHJ5uIwV+t1XroZfff5mjH1g3ABkPabcDscLre0uq5YTH2JpF+OB8y51Mqx5bNl4ZVwZgLIfbA1jBUP7d058Kfzg2VvxO9p2f6KqvUJ7LrdKSZUlUdxnMwFXB9qRpeR4Xz2wESVNdg7QTmIacBiQlMGym9mkT2y8wype7C8zisE02PFgpsLMhJmrs3kp5YJJ4V563ppt3I2sDH1uQIiR7GB1GJMUkDAXARSQsJ7N78SYLs/x9BcsJse2Q8BSJxI9eF7zWmKnE3NpKu3zWmeHA6DC6wPzuv/aKWeA5LWFdSAN/vbvuHZnfeT/bsHq/CVVvmMlWbPP923WaoXZ+TiVl1nC2PelxqthpPlKDEKvZ8J6MEHOjscnw+OPTvQASG/rbQ/x1qmEvlOZJUbCI48M1qqQkgXrmebl8HzjS5H9cLYNgECaetefpQFtGO+AB8eLYEQaYFi+ZeaB3zjIzVItL1xM+niLUgCDAYFXi/OYZfEk6s/sLX1vf+ntciYVjAoWeoMfgxDT7exHHwNGWByn87VoTHjhYNExu+AF1J5c2oYhQvrZWRkHXthsgL++t13z1JphsTfR4I9FlnNbbjDX3AgfHbobDcLrQ0XMtT/XLLNTYUBi5GAkYYjMNzdirRAzMTYi7enDK7w0XMR2IQEz84Ex7/5fSiphr4wU4QfP3gqrnQBwgMI3n1oPP3xupeYBRhK1NFyxCTbSLQmyQTnbKAsW/vKzt0KhOAYbpUiZNsdKWdKNXZW8CuPf+9ugXhhsx4BtQAKxCgCwtF8Zn2PN02EgPxoD0P9f9t4/xq7zzO87lCUOz70zdzjDIWeG5Ig/RVGkSEoUJS6Xyuxw6RlPhqaHS5rieCh6yCFnOL/uDSFViiJVghRBhgRBjlTDgox1XRl2bbhr2LVhY4042WC3TbOLbrrbdJtF2iBpk202WDTY3QRpgqTo2z/O/bznc17OFomD/MHiHuBiftx7z3nPe855n+f7fL/P8wzWT4cjtZkKiML55KcBEAzS/ECrUmUNaQ7jZ67sbBnscj9f6S3PZb3Sva4QNttXsC5mVjzvOLIGXwanaZ7MpUYzAkQDm6t9RRI9OSsAwdm+ZixrzTlwv3CvTrfzigCrU/WV8PLOQmqI3MwOu+8Z/s99YdmYm6YCPjlnl85+fnuzElzwPeDn2sn6zDPOPc6/JXIGT0jkmGtkOg6emNm83JZTsTYRRHECtwMwgCnYcK+zrHUwZ147LeniPOlubiYHW8J3uec8xwSUGLcBhvM7bBMMmPhOKudiDEh7DTJQEvgY2DbuF9szS7D42wDG9jPdB/aaoCVVLi3B4vi8N1g/HWpd+yL7UeZ/lE2R7//EQPRVOn1AOltnu7c3dUIvIgvIrz5xX3+sRtH1wEjozY+Eo7XZirbTXVJd99uyK+qAm/VwFCVlOKwTNTDge44asfgBOEyBQ0E7N8QG0/InFnKMCBFfIjwYH4MZj92ON9/DWPo9NySjJOZ6kSqMHGDjdH4rAgzmbkIGH+mUnXxAmoEOnwFo2GnCmE/UCvo+ZWgsr0h7BuB0cQyiuBO15fDm7tK5scM219+qMDs+Pg7m9S2t0BpqVUAS+53ta8aa/VP1lcgs4Jy/vqta9tS6crMgJI87WRxtvaPfMDLM2832MVxaGOBDvw8cy7l2fsbl3rL6EvuEPbFDn8qA7Ozh0N0caIWXdjZjDwTmjOIBL+9shq8+cjP88PjnKpIbO+/MF2O63E40vtbOpcBJc2TZjBAOuR277fWx0F87Hjbnx8K2+qkwUH8qPFZ7tuKAsz9/32wLAQDmmv/5vgCcGLTZiTXYmaoXRRA+erioKHetv+yJ4u9z/d7cXe367XuT45gJ5bjr5dzAxFgKRgL5j5+4EmVN423A8tqDVYYvBdE4vsiquLfJq8HB5bMOilhas7i1FSvFTdZXKk06fSyOxzhgJJ0HxfccAFna1oqVrhz04PyZ2zvDZaCA78PKTNVLFtYMiEHVaL4Yc+1SmZxLdrN/M5+uwuX9wm7AavjcUgDgQBbj43wv9KxVJMHIMG0bsD8AeMuHvX/WVs7Pa7JtqYEjtsP5G6wnBhG2yU785zxRLthGOxBnwIH95H3nf1iG/XS+UCk2AwDpzY8k5Xe3qSHhQOVnJweks3W2e3uLOSBEFXj4nQfywP1Dob92PAIKFi6DBCId5H8AQIh+pN1SWYQs0fL+WHidcM6ibio5BS1mK9IoEot4uvg7As9PO+2OIAE+TN07koVRNl09mi+G57c3K4bh+paqBMAgy99zlOpUPh+BiKOyGDQbFgyB9cIYWZwK5DqwBmdrS7FClaPKaSQV5xFAxXsYd2ujbw6UjvxkfSVeR4Mbf3dKTqklKpb5EBHns/MDZa7HpUYzdm+2Y25pQypxoVM0Y//wwGJkUFJnBgD39p6i7Kp7WeAE4rARPf7godtRa79e5SdHUFPQYckbOSPzA60KkLHTS3nfXz3xTKzGhIzEzAqMEs4+/V9cNSzNv7DcjTFb2oYEa0vtROivHQ87u8+GR+qfjfcKkXReBoSeM5gzgzBLeSxfs2TM+zbQ5Fwu9zbDT558Jnz7yFxYHSz7daQAqznUCl966HYsk+uKXD5vA3f+l5ZUBphQ2YpreLFRVHyCueCcyLVxkrclY7DIHg8yvtd3lXJKR+5x1O3YX+lthr879QsRuLvy25n8dmVu2Ac5I+/sLTuOW6bkewuQxDNqeSFzY3bRaycBJBqrMq5U1uTv8Zm0QAW/k4tlNheAk67ngB7nqKTrswNEnDeSIktzDQ74vINZXustrXJQzcEjg4Uz+e0IxB208ticA7Ke7BibyfHNknAOHqul1A7EpUFGApJHa7OVIKOrXNoHOJHPhW31U6HedSB0PTBSASBuRtgBIJ2ts/3/Z4tleElAR3uJDIsEsM35sXCkNlMpxZtWu2DxAaQAWCyfSuVUll2RrGan3IsbzrSjNqfzW5X8Dy+8RL1SBmVxa6sCbnBKLb1gYVxvLDjPOJu8R+nMi421u/S/LPAYXkfMLA+zQcLo2oClIAqDZjbB0f31WAyORW8KR8MvJ/kcBmM4CDihsASOuNphINLM/yjVy/7HtF87OUQnrwjg2Nk4110kXON0XxZQeWln0dgPB+LlnaXjwXXmHHA2kb0YbBhs4WhZqvMrR6+Fq32tKHcifwHZFnP6xf2l88N54STzmfXkMo68m5lxDwsDLJz8lcFW+OnJz4aVwWqE22yQf4f1cDTfc5HOg4GCI+B8d6R7PGypnQjb6qfCI/XPhjP57fDCjmZ4aWcz9ldxjwv27XkzM8EzY5DqiDznsdCO6Hvf7IvxTreZh48eXgg/PP652OvC4IX9UhjA1cTsZHMPm/3B0W4OtSoVoybb9wzH4jXdsxY/axbta4/cjHlVXAPOf2/90+Fw7Zn4vBgYLGytAmBH9NPrebGxFl7YUYB1AyBfg/mBsoIcz/F4+1rhvFvOlK5fgATWLpcCX4/VNFi62CjzwLxOeF0yaAfgGBg6V2mlnbvE8QHgXg9T0OYSxrwAGb7/zb7Y1qy3xvtZNxDxWm6ZE3aP80vnwYy+WWoCNesF4iwpM7DxPlgrDRRSRQFBQgOPU/l8DES6Wqa7ouMb2N6fyufDQP2pUO86EPt/IMEq/ZBSIg4rknUASGfrbPfs1siyrBJx4IEvGv004kKwrX6qwlyk/TcMQgAFBiUYHTMaLLBpjsjT+UL8bJr3kYIOJ8kxNihgSguavmbhdeSGhXdxa6vCgFj3mkqukD454mUnyVIt0+k2MimYMutxJr8dmkOtSvTKkS8+S7MwU+YYV0ulmL9zMtQ4SO4wbllYKiWz44lja7bHDM/l3mb41RPPRInQ1b7SmbFD5Z+W46ROn6ORaSI6euep+kp4d+9y1JjT9IzqODb257pXw53hVnjtwZLxAZDgmFgmhKO1tK0VnUZkVtf6W+EHj8/eJcFpDrXiWHlN96yF7z12tZIbY+mQnSE7zl/YU8iIUmmQ2YvvHns2JqQDKlJZDcDs+pZW7Ezt49uhduQ/df5xWC+3q2fh/O+tfzpsqZ0I2+tj4WR+I9wcaIX/8/aB8A8/+1R4e89KeGv3SkzCvtBT9PJottkBJ2ubkWDufHw7heO1Qtbz3HDR24TcG8uX2Bd5IfMDrfCdo58PL++ssl/cb9PtBP9XRtbCizuaMdKcXjOzC9wv8wPFPWLmCaf/svIpYMheHSn/bxBj1ozPP1L/bDhceyZG8Q1kL/c2w6/93MUws7mUnxpw29lGxnh9S6uScE0yu8GWGR7WiGv9JUMIc2OnNl0/OCb/M8NlJpZnnHs0DQql6x/rupuZcs8DzHxP8wwcz69Fts/75DOsM34mcMrNNjhw4ECHwYxt2ITOBXti8MNPAzcHwhA8bIAAACAASURBVLgn0nkwm8K+HXwyKLKtse00c27GBHuPTWRMDvp5H7brVMe0j2A1hOVdMCCAkLL07kAlH4RgaQeAdLbOdm9vdzEgn7ivvy2/GqhUxeqvHY9RDWRVTgKnmhWLpalVsx8pTUw0xIsRC6QlT5Zc+adfOMEYIgzG0/lCjAym+7V21UbAAMSRHpx+gwxHGFPQgRNgg4AsI6XrbUQwautJsgBYlrLM9pVAhAjiihiK0WTfSEWQW1iWZIPPuOykwkCMa99pBP9auzQszglJ/ThxNox8l3PBSQYMuXqN5VBo11MH09FxR0ENAidqyzGZ145QWlqU46Df/v7jV8NfP3kpzGwuHOjZvmZ4c/dqTPBmfi73NqNT6XwAWAnGZfbKkV3mYbpnLby7dzl2TXfZY3Jf3t27HKtbOYrtCC3zhrRlaVvJ+nBMA0wnagO0eNFU7rnhZvj2kbmwtK0AM5P1lTDSPR4G66dj8vl0z1r46OGF8KWHbkegQcUu8mO+sGclvLGrkOvdbDvvc+0EeOeAWGrjqDPXHqD64o5i7qlmhJ6f+4FzuL6lmIebA2XBAN+vlxrN8I3DN8Kf/IVd4cUdpZQNgJoCHF7nulfD23sKIHJB35mqr4TVwSJ/hesPcLDsCkDl7+IAH6nNhMdqz8Zj4SQDCOfayfYOuHBfIRHj/jrXvRre3bscmcaLjVIqhgQLZ3QsX4z3LudouSTrK/cTa6VloGY6OG8DaTvtyMWcC2Qg4GclDRbQw8nXx+upwWM6R2ZhkMkCgp/OF8LC1qJQBec/1l5r/QwZXPDTawoBEWwE/7dEKpXlGpw5gMZ82L54DtNAmANsKbjwsWHwrva1Kv25LMVaTwpNcBBfwPkfTkYHwABOjtZmw2D9dGhsOhSBBonoqDA23r8jSsUfuH8oZFmtA0A6W2e7h7e7ktApv8vDDwOypXbirt4fOOkGGm5M5AXIiekn8qLb9tP5QoUl4XcWwbS2uOnflN72Qp1GyLw4+3+WYa0XQWJBtm7WUgEDEIyQP2vZEw42RoGfOOA+rveH4QFMATxwKPjM5XbiOHOAPMgMhg0ZXcYtSbAcyNE9DB/nfKGn6GeQSoc8Xio74bzboR9bZ25w1sbbThKSnKn6SsXAO6J/rrvs1o5kwmVLzehwf8AOpdHeVPKFg2Y50pV2CdQ7w6XDurStKLlLpSNAzJu7VyOIwvlvDZWgzBFh7is7TJzbymArlvp1zgjH+eaj18M/uvJEWB1sVRxkzt0O7QdtdiDV6xuwMS7A3OXeZmgOFcUArvQ2w/v7l8LC1lZ4cUeR04GsiHGPdI+H/trxsK1+KuytfzqczG+Ei421WNUKMMM4YXT4ebFR5DI8N1zIg17cUTYZhGEiX8HngYOPU09X8tZQKwJBS98AGpcazfDF/Uvh5Z3NSnNIwExrqBXe2r0SXthRvsd9aE0/z5mlbW/uLvI5ppJ7CNkT13m6Zy28sWs1AhM/3wY3PKM8z1P1lfDKSNlJHeeWtTVlGdmXe5Bc62/F5ptIwr7/+NUoS0T6M5YvxgpYnIsLKAAmUomR1wfL6SikwHeYIzvRrs7F7/6MKw8arHIvp6yCJVf8b2FryeQ4D4T1moAEaw6Az3bEIAcZlgGE11/ADccwk8I64NwRAyZYJuaS/bN+81lLu7AxKVORyrLM0tu+Ms9+jbZtM2oFvm8VhL+X5oViyx14PJ3fCgP1p0K+cc9d0ivyUd0XpOuBkXDfhr4OAOlsne0e3iIAuW9DI3Ye5YXusuuBkbA5P1ahT9eTXx2pzdyl8XT0IwUtABqiJuuxGo6uTNSW76Ju2acXUdPaZkfMdHghthSKRZvv4fRbBnYyvxGru/D9VLrkaBL/w3kxECI66EUfxyRli/guzkWaLG6GwzprR/4w9pTaJWLuKKMBkg0g+7o5UNW4My84CNbxI6fyfhgz1wMHGUfyzd1lozYSWXEAYD/om4BDfa57NXz98I3oPNopsJNotsTVul7Y0YwlfnE+Xt5ZbWJHF3GcnWv9rfCNwzci+DjXZjie396MDSHt6P3oiZlYtjhljKxLx/F5dWQt/O74J8NKu2QqUXOi882hotIQuRU44JyfI/LNoWqPiRSg2TGHWXl+ezN8fGg+/PTkZ8OLO8qouJkC9oFjRRUs8kBGusfDkdpMpbeIZUU4+py3WYvZvmb42iM3w1996nL4vckz4Wpf2QiRF8UGvF/maH6guD5v7CpK3FLS+bycVSRZ7+xdDh8fmo8dzJkHmjNe6y+qY8HMcA0dgTeLdL57NTy/vbgXXDCAa+vStuO15VjVjLFxvQG7Xjtwrrm2zj0ye5hK+nB03UPDpa4vNorAwocHFiOoASz72WXc33z0enweLSHzc2ZJ1HhtObTajCXX3qyn10bA1rcenasAuFT65Nwd9sGxWb9Yqz0fPAMpIDE4SNcQGClsAp/l+nI/sA6zvj2ZX4/XBsACi70e8864rRI4370afvD4bIUN8/jToJGBnBl/y6hsGz2vKYvv73PulmOzH0ursJOpRNoNiF105mR+I2ypnQj1rgPhgfuHwqaNuyqycDMiAJIOAOlsne3e3mIVrGrUofrQ17r2hW31U5XEc9PAZjbMgLBIAkIMGqB+oWX5eTq/Fa6pr4WBSbr4pd3U7dgjh0oXWJxxMype/NfLufDL/1+P3k4ZFkf5bWCoCkR03oYvpdl9zDSamUaxDEDMWlgL7ojiO3tLCcSd4bKmfWoE7VxQ/hYD7TknSkhk0eO0ZMLACc09IObLBxYrACYFDuO1Qr/+wUNlcrgbhqVyC5w29uPKUDAAToK2nIbxwpBYonOtvxUWt5YlXXE63243FcSJRKqF9AqHyWO1XIo8gn+2si8yDzgw9B55eWczvNLuaO4qUGYBcJ49d2Y4LF9ibCT/vr1nJfzg8dmwuLUVHdQ0UdtSKOZ7Z/fZ0LPpYNicHwsD9adCf+142F//TEUm5XMHdLEvnGLGdLFR3Eurg0Uvk+e3N8OXDyzGnhkwK86N4VrDcs0PtMJXDt4K3zn6+bC0rVWpVMX1mO1rhl8+eCv87vgnK/1PTue34ly+vms1vDKyFpkY398GdDAkOK3uJwPIu9nu/O55nNncjPLOs7Ui5+jjQ/NhZbAEGCnYmWg7/+/srYIvmnKmDA3raPrszQ+U7JQbN/o6pSDLjJzloHaoLb06k9+OVbdg8Xie7NjzXQIQMJPMO2Mxm0lw4qWd5Wc5d9+j2BWzsilTZGf8al8rSkAn69W+IKx7SKxO5fOxJLptH+u7WXrWROZnaVsrnrPtkNkLzudSo7AblxrNSqArTRjnGtsep9W1kNqOrXNMgwPOIy0+43wPBx153lNlxIl8Lp67v3cinwvD9dFQ69pXkVzZJ0GNETuhZz0dANLZOts9vEUAAq3Jww34AIz0147flWhOdMe9P1iYqP/t0rzWmqZULoAAg897fM+0O869pWDs05GgFICY3XDVD5wngxvra82SpPIvSgYTnZuqr0SGJAUGGM1T+XxM3MXo2mhg3FJQwdzYaDiy5+/YyeNvDBjgAN23ndCUnWDf17e0Ks54Cqgs1cKR4bgYeRykFEzhvGPkcX7oMI1DhqMz2h7P/ECp0Z7tK+VTOLmWITiiOddfOLNmipgfIpm8h/QhTR6mopLZgNm+Zvjmo9cjKOB7NCXk2tkZYm4YA87Ttf4iF+JyO+KPQ3up0QwfPbwQfvTETJhLwAdOIVHx1x5cuws4eC5h2pDUNYdasXHh5XauCEyD5WTMk519zmVX96fCtvqpCEIamw6F3d1TFcfV15L5NzDh/9wzMD7kRbywo5BWvfZg0eDxznArSg4dCQc4zPY1w3eOfj7822/Vw4cHFuP1sRRsumctLG4t5Fbke5hNAgw9v71Z6dRtwMGzMJ6ck4Es+2sNlX1cGMNcfyu82pZUcU3n+ovGllSEYh5xeM/WipyHDw+UVe/Ir5jSPHLsUY1vXHP8lYNlZJ7rbTbBQQBXKXN56olataqbAzXMJywW9yqMoBkbz6OZIwOe0eQZHc0X4zVljvm8GSEDKvbBuaX24GxtKby1eyU8v72Ul/G+5VwAIYNQ2x6z8ZbGsb56HXXABhvjAE/KyozmizHnhc8y72bSsd1ed1OQ4uDZenYUEGJ7yE/nhR7Pr8Xv4AfwMkvCPskD2VI7EZkPuqGXfgitAooSvEW+aqcMb2frbPfyVgEgUJwbNtRj9IHXYP10heEwjcrCwiLkl0vtWjJ1trZUSWQ3M0L03vsgcpVGaFIwgYGybCrV2bLAOv/Dely+a8nTWF7tCGswYQOCoWPRt7bXDMe4DCf7JHkUyYANpKOsZjRShsTvYUTO5Lcjq4R0i3Fh1JpDrYpRNsWfHt9Rw/T/NEXjWJaqLG1rVQwfLztWi1tLiQaOsCPKdoBxOG4OFIwAxh8wwvjscBMVx4Eg6p+CJYOqc3JWiRC/u3c59uPgtTrYCneGy1KoRJY/PjQfgVXqvBssArp+9MRMuDNcljAGQNCN/GuP3Ayrg2VzQedBAIT+ybNHo1zIDhmACqf6cm8hPfvgodvhueFm1Ly7caGZGTMU60mwdnV/KgzUnwqb82Oh1rUv9NeOhwP1C3cBF997dthTh9lOPAzQ1b4ib+GHxz8X/vRP/lJ4f/9S7P3iXA+A4eXeoiN5c6iQF7n0LeNBznW5t6gm9tLOZsw1YV/IlN7cvRo7pjvnxsCS54fnzY0uuTeeG64mn/PsUB6ba/TijmZ4cUezcg3e3lPui/vGYOZaf1lowKxj6ngC1Jw/BbDgWMwD8rh39pYFAACFrH3O13JQxc/fNx+9HmWLFAswU+OAzFi+GAGfwQHrsR15gySKcFhmZsBkezDZDhr5uAQ3uO5jeRUAjCbz6O9y7rZ3fMbzkTLdtkFna0uxwzv75ZlM19Cx5Jjp+uqg25P59btYHNtFxogk1jJoS6uxb5aZpbb+6XwhHKnN3KWOMJNiH6K/djzUuw5UGg5SGCftB9JhQDpbZ7v3t0aWZWFD1hMrX23YUC8rTrS1ll0PjIRt9VPhcO2ZiowKdsJldN1syPSroyCn8vlwpb24epF28p3zS1h8iSz5cyyKqTbYbIAXZrMYzvtIE/UwAiy0/LRjzudO5kWt9ue3l46tx8mCjoN+Jr8dHWvvL41ssYi72gy/N4daFa2vWQUbJYwax7XDynvWYtvxZj4t7SHpGwdyLC8qpixtK4ADcpg0wpjKbgyAiB7jSNn5ZCyOOJO3Qi7LStsZt/PlaCrO/VS9kDa5ihYgxtFe/44DYifx+e3N8Os/fyEsbG1F5+xSo5gDGIczeVEZCEfXDlIK6ngP0HWtv1VxfgEEr+9aDW/sKsfj3AekN9f6W+GFHc2YJG+n1zItEujf3L0avtoGNGjc7eg6NwNnFEAGqAGYna0thUfqnw3b6qdCb34k9NeOh8H66fBw/WJlHmF0LFOzPMtOPdcAIAEbAlvxw+OfC689uBa+fvhGWB0se8M4n4XfAVzv7VsO7+0rNf1cc+boQs9auDPciiDQ4wbgfffYs+HDA4vxHBwc8HPE/2EkzP7M9jXDj5+4EoEDTv5rD65VmiBe7i3kdrBwzIufq6n6SljcWpXKXetvxWahY3pe0+ccIE4y+nhtOby/fykeb2ZzM/z2mclYSht2b6K9HriEN7kjzktg3QHwIVscb3/+pvqNMB5e422Qw3OApNCMdrq2AEDuDLdi/hXjdTWtyfpKJTctZT88t6zJXmNTp93vWZ5scAN7fSa/HZkgB9e8lrP+ca5c8zRg5nGn9s52hLF6vJYlY7OQqJ3rXq1UurIsK7XPgBBXuTIgOVqbjb8Dxvg+78GcOv8D0IEk3KV4O1WwOltnu7e3WIYXurOMNhTd0DfevyNGMgEgsBfkUriSFdGN4/m1Srk9L0Y4sJZRsWCxOFmSdTy/Fr9jdmM9BsWMAL+nulonzRnM8JPfnQhuJgUjwPEsieL/ABuM3eU2TU5yso9lbTBOuZmaS41mhfofzRcjoBjLq4yO5QA20Mja7BQ58dsykTRy+eGBxehAvLW77IUA0OE9mBbLdTgWToqTFFP2A6cM7feFnrKho6U7SNfOda/GPg3W5FsqYYbhSm8zfOvRuej8EJk2CDDDNFkvela8sat0tqd71sJXH7kZ3ty9GvM6LjbWwmsPrsVeETi8Tmw3iGK+UwcSwOIEcgOnt/esxIi5ZSs4zSuD1Q7wfA7nGweaylbkkFzprTbwsyzMbAIJ2zObm/E7nD/szPnu1XC49kwYrJ8Oe+ufDk/nCxEw3BkupG/NoUIyNbO5GcsZG4wYROCYX+4tcj5w0mf7mjE3BNC2OtiqsADeD3MCgOD403JuDVouNtbCW7tXwp3hVkWyRWWwN3evxnwR7neeBTuKdiRhOHlvolYknyOvYow3B1oxVwJ25sUdzRjR577hOcL5h5nh3D946Hb4ysFS0monlnHw3E7Vi2aO3KOXe5vhhR1lKWPuu/FakatCXoSDQyn76kCG/w+o5P6e2dyM9xtRd+7BM3nRONaVvrx/r8ecB9eUXB8CG5bLncrnIxjhGTLrwv9tB8ySst6bvTDgMgNh6ZXXTf42e3I6vxWrXaVsC3bLc5MqAGzbCF6dyasJ4Wb+nefngKDvMb+c7+njuDkx76V5JK6cxf4cvBysnw75xj1RfmUJeOqX3Hff5rBhQ28HgHS2znYPb40sy+4qv+s+IPyvv3Y8PJ1Xy+aO5ot3VcZyslkq1XJ+halbJ4Q7uY2F0nkezvVYj972MRx1cpQH4+GFOAUxLgc80V6IDU7S/BLT6jYQjuwhWXAEL6XfLTc7k9+OxsCG1lKFlFFgvAYijubhJNuAGYBQZhMwY+mB2QcAFMabzyKh4nwx+IAdO2ZP52VZyolaIWnC4Xl5Z7NS5tMNxXASp+qFRh6nm/NOnTyA2/xAUU6WSPTStlZsYmhWwt/BqYY9QFaFZIUKSe/tW67kaiAVmpJD6vwPS46mFXF3GViA45XeZnhrdylXYWwGKQAUO/AwB0iL5voLZ31xazEPZlkMOMw6EP2ned/LOwtAdme42Ned4Vb48RNXwvv7l8I3H70eXt5ZONnD9dGwv/6ZuFbQq+TOcFFa98sHFsM3Dt8Iv/ULU2F1sLgOz28vWSRXgwIsWu7GefFyU8PrW1oVhgiH3AAQpqE1VM3n4H2u63ePPRs+PjQfmT3mZravSPyGJfG1tSTIaw/XjfuMc/jxE1diPs+ErjnVr7hHmkN3l+m1nI9u6zxz3IM4+7xYYybaYIJnn3lkDHP91WaIsJNjbdDB2uI8ELN2rGM+thlJzm22r2RN7HTzXFIwwwAvzVHg+WU9YFzcA1f7insMFsQBJ8bjIBJMz5n8dmR+eM9AgOtKIGpU6wjjMnvCvrEzf1YlQ4AdieZpPhtBmFQ2azDB/y0Xto0jCOj31ivOYgYFdYNtM8e2PJsXnycXxH4Ax8GH2F4fu6v6lYFI0TC5lGF1ckA6W2e7tzflgBSRhRKAQH8W723Oj1UiGgYY6DsdzUipWn5ngXPCmkGH5VckeBNRYVGE1Ui/bxrZCxyaX4BECnRsxExRn60txWNiRDCCjlpNyXjxXetqrbm1oUgjVTYIlpM56mfGBcNg1sKRO86b715oOzGWzOCIWYZi9sDSGHIKUoYB2VnKPuAo+H1HBw1GkHeN15bDizua4Q/nHq04YOyb/eIovjKyFqObOGIcKwUisCvsw8mpzDMOE46PI+pT7WgtzjDR//f3L4VW2zlkP8g+DABTRgaH9PqWVviXrw1EcOQI8aVGEYmm/C/7MqtyoWctzpWddJz461sKtuPrh2+Enzz5TJjta1YcdICOk4thVa60gcvz24t+Gb85ei7824+7wtceuRleGSlyFmBDpuor4UhtJgzXR0NvfiT05kfCtvqpsLt7Kl4vl/G91GjGxnlz/a3w/v6l8Ksnnglv7S5kOrN9pZQMSQjnxX3hRnU43ee7V8Pi1jKB31I0zx9AhCpj3CcGAV/cvxR+/ecvxHK4lp9N9xRVl+jYDdhwNNyg2PIrjjXdLgDwG6enK/fa9S0FoOT5A2TCkOFY3hmusiLkJXEe5ENZopSuKfzval8rlg2eaDvtTmS3NJH5ZO7pe8Oc8gyljjNzAuhIZZN21p2/wLPEOubn1ZIts6izfc1YbhxgaqZ3ql6U/Oa+8NrvNTW9d9ZjDZ7OF8LNgfIcLN9NJU/87bX6VD5fmTvkbFf7WpVjpaCHY7MOO3jmHJkUMKQSLAfwrBLw+RJgtCTrVD4f7V9q/7FvMDDuiM73sPOP1Z6NfUBIPDfgcEWsDRvqBUvyieEOAOlsne0e3tSIcCBGGgxAYEG21E5UohksdORgrAdKXB3LYMS5I16UqNLBvh2tSWVZZioAKiyoBjmmr1MZlhfb1KiY5bHxJN/D75tiN4hJv+/9pJ+xU+7vpdIs57X4Mxh6Sz54OQJPxA0ntzlUVJMy6DG4wABP1Veis4PRxOCP6ripRt0AyDIGszdEGylLeqWdGH1eDjGGFqCBQ0vFIBw7HL0x/eTcXdkICZcdEsv8cMBx+ifbEWGcVRyv61uKyKqZC5wHroPBlwEJjNL8QCvq/gERMEFf3L8UXtzRrOSW+HoyB2ap2O90G5i0hlrh98+Nhj+YfTy89uBaZFIMrDwmjn2p0YwJ/r9xejr8wezj4e986hfDnz43Et7cvVrpIM79tLf+6bCldiJWwKp17QvD9dE4pwYPlohdaBcHuL6lFb58YDG8v38pvL2nSOyfk0wMBiAtowuY43W5txm+sKfo5XK1rxW/yznbUWR/BrGA87l2yeOvPXIzOv/Oe7k5ULBfaXllP7eW9JDHYGaGxHckbTAwbn441Xao391bAudUysQ9jaSLc70sgOUgACDIbAZAlnngmRzLFyPTMV4rpGPPDTdjHghJ+2ZJHURJJVPkP5zJb4cLbabGc+SAE841x35uuBkdYzPhlnJyXZkrGCznW3B+zJPZCfYNg+88PNb49DO+fzhXMy18z+uyg1Ocu1nl1lCrYr88PwZMHMtBMAfVDEL8eV4po895wDxZOgWgSO0w1wKbnEqzCFKinCCAiFx7S+1EqHXti6xH7PfRloLnG/eErgdGYp+yTg5IZ+ts9/YWc0DK5oNQnWUpXgCIS+lZw+myu5ZkAU5MvQIkjufXKqDFJf5S3emoFjYvvDAjpvkd6UmlUY4MAXi8ADuHxNE3R9m8uDt/JI0smVIfy6sRvdQoWKtrze9Y8h0zAGk083R+Kzo3RK4sJ0HLjNOytK0Vo9Czfc2Kc8D5Wbd9ud3B2ZHIp/OF6HgRocWockwbTY/5dH4rGreztaUw21dGXi/3NsNXH7kZnRvnwLjC1PPbyzKmjp4y5z7mYlt6xNzhJFkuRl7NeK3IWaGyFnP2+q7VSoTyYmMt/ODx2Yq8jBwLIt9m7OxkcG0u9zYrDd08luZQK3xhT/EZJ7IbaBhIWHp1sbEW+5R89PBC+OnJz4bvP361Ui3KTrhZoYuNteh4/48TZ8PfOPVL4RuHb8Q+GC/vbMZmlAYAZ/LbYX/9M9GRaGw6FHo2HQzb6qciYJqSo+coup16SlRf6y+qVv1xc0/44KHb4fqWVkx6Bhw6R4X9WLr22oNr4bd+YaqS8Ms1xQlF7oLjaBDHNVrYWgB1sxhmxSizbEkb82qmgWi8wdC57iJ3483dq1HGd6FnLby7dzm8MlKyP9M9a5GFtENupg1Gx9eVnAIHJQzMyVOarBflgZ0TAyAygOHetZP6xf1L4ZWRMvdiZbB111qIY20Wk2vl6waQYYwENwBCqazJTOpYvhhzSpgbWDGebweMfM29fvsz3B9InyiyYdvBM26Zmu0ZgSsHj0Z1TVJGhPnmPnWQB7BtObBBBLYp3Rf/d1DPjIwDf8wlfU2ezhei2uBobTZ+92xt6a4CM/wOAPH/CDimtv+x2rNhsH461LsOhE0bd1VaAmy8f0eUZgFG7tvQ6DAgna2z3eNbhQH5xH39McIAA8Ji0F87XmE4iPykFa8ABu4Zwu84tV6Q0kZHft9AYD0qGQYjZQO8MNvpY6E3bZ4aGjMSNmrInqblWHM+GA4cX5fR9bgsrzLosSGyBtrgxZFEAxBHszCkjJdzx2jhiBCJRidt5iBlKxxJtRSDcVpnvzrYik4d+0yZhfRccSxcAnRSjtxrDxZAA+cKR3Vmc5EXgTOAQ5fOE07IyzvLpnx834wEv+N8zvW3KpHkqfb50fQMx/T6ljLJHIB0XmDB88WYDB5e2NGMjrxlStfaPSGub6kmtjOvaTM8XyPKub67dzl899iz4ZWRAszQj8Q5C2luxfnu1fDSzmb4/XOj4b19RYf4mwNlwz+Sty81qiwKc3+gfiFsq58KjU2HQr3rQGhsOhQG66cj85XmZdjZNWjGmbvSWzizVAD78oEiKrwyWEi0UmaD+4Z5mNncDKuDhbTICefpNeF6Ot9nQvfjhZ618NHDC3f1c+Gc0k70HMMOsmVeXEeOcbFRlLcFPJBz8eKOIuGd+4MkeNYAnuEpnZfHfba2FObbTQ+dO+J18b191Y7k17e0KtfAc2YABmM3WS+KNTSHSnDLM2vAkLIh7kH00s5qhS9Lf0bbARCedc7B62nKGKesE0675VrrMcmMk/WKderVkbXKdXZwgc8D4B18cv4GNofPWJ5HcIw5m+tvhZP5jQqT/HS+EFrt6ofrBbhSe2agbwCS2k1YmTTA53xE212/b7UANh67P6pzs6/g76OSeKz2bOivHY9SK/p+UIaXHFUkWcX/Ojkgna2z3ctbhQG5/xMDkl9ti//remAk9OZHIsthRoLFwxSsE9DSKhhERGBA2I8pXRY2qG1H5/mcv2Ngwj6IwGMkcOC8wPq7ZjXMWFA33TT4mfx2nAciqCngsCzMxtdGz8bCzqpp+zRiSXQepTlkywAAIABJREFUQEFEz0bdx+Ln2dpSWNhaSK2Ico/lpZ7a52hwk1a0wsHhPHGYiDTilKVRPUfxiJxxbji/jN8OMhH98XbkGCflcm8zfOPwjfg5J6fa6UfucbWvbL5IlJYxGgjZIXJScNpnYaK2HDX5jIFxGJDwMkvAHN4caIUfHv9cHAvHutLbDF966HYlIm4510St6JeC02lHAyepNdQKf/rcSPjnL2wPL+yoVn2yfMkA8EobUH1x/1J4aWczVsgy6+AqW8414Jz31z8T6/nXuvaFnk0Hw0D9qfhcWaZi8GQJGHMMGECedbWvaN73/cevhr9+8lJ4fnszggYkaoAAnnfu9eeGi/PBYTZQYO4NhHDaACdTbYDy3HDJdvjaXmoU7xG9Xw98pg6xzx+JlUssT9SWYyldMwScB/txAQbO3Y0LZ/ua4WXdz34+OT7O92R9pZL7wVz5XDkH2EAaZ767t6ys99xwyTgZfPGTOQN8rwyWJYORM3kdBkw6eOGghkGL7ynm/3h+rQIEYVUdcAGgpOsvIM/XkmOmQIB5NUtgB/5MfjvaJj5rpp3PMQ98JrUVYzouP21DGY/Z4FTWnNo2v8eYPDZABZ91I2A+Z9tvX+B0fiv6CfYdXNSmselQrIJlsOFXqc4o3ss6AKSzdbZ7drurESHAw1rLjffvCJvzYxUtJ4vKeh1O3R2dBQ3wwvtEQ5xEbjCCw2LDbcCQ9iMxo+FF1FIYAwAbGsu82Md0z1r8nXNNo0wAEDMHjBtAZkbDkaz1NLwemx1+nANHujm2dbym8HF4Lb1w8ip/41Q7MphKR9B827HGAOOQPr+9WdGIY5Q4DxszQAHG3MnVlyUfsQNkh2eiViSqW1Jl58a/I5HBMcIhTSO5jiBTRQnH8/qWQsaEFIp8EM8JYIkIsOcPx220fa7M+7vtiLeTXCfbjigVsdgH9w8AZWFrmfBqZ5FqVy/saIYPHrodGyY6mRvwQBUvnOcfPTETmxHynvMtXIEqvT44bwfqF8Jg/XTo2XQw1LsOhN78SBioP1VxvnFALVdKmTYzT4wBRuTN3avhvx/78+F7j10Nq23HlfO7kJwj14V5mdR5mMlbL+/BABJH+/ntBbjjXsChnx9ohb93/s+FlcGykEDqeBvkGoQBui41muHjQ/OVpHlYKQMkrofHRlCC++F1lY4+32YA5xLg4ufT1wCJnRP7vSZ4zpBdXu0rwPRlMTi+d3H2DQBf3NEMr+8q2B2aeFpGaBZpvLYck8jNHvC+mSYCGQb93HMpk+P1jDGbHeAFmOUasF+v5XyOcfm99SS6rOsGGBz3gubcLDfsheeVc+ZY2NAzeZnP4qChWRkrC9azp+l+2YcrXqXyLZfq9e/Ye14GK0drs2pEWKovXJKXjuhlo8IOAOlsne1e3opGhBt6Y65H2gCIn/214xX2gUXVCwnGgAWKzug48CxGR2uzcXFO80NM+2IgLjWaFarXdK81ti4hmC6wjMvfwYik4MDOo2VS1sryOw340OTyHnNBB14cWoMX9osxdZMssy125lcGW/G8cObXM3B2fDgG+/aYLFvCUDMH7p5Oidw0qm/JkIER+yS67+sAe4Mhne1r3hXNxak1KLDT6P4LZhs8fhxYKt24l4Uj4GZcRvPFmGjO+d0ZboVvH5mLDvz5dvI+rIodVBwKR9edkwPIenvPSlhJmv8hy/r40HxkOFLmyc6ZI/lmP17YUYCbmc0FQ0AE3VWkkPKsDhZd0D88sBiub2nF3AocLr5jR9nyHp/XeG25woD05keiBCuNfvPyPu24pv9nzBcba7EHyBf2rIQvH1gMr44U5XRvDtydrO5jMvdz/a1KhTWDXK4lMkqfK0D7n944HPtiME8Xeopxcd3MWPnetPNvBglHn07olhvSt4TPkmhuB9rPMmCd86L7+Ms7qxWxuN85t7O1Ion9pZ3NKDeEqaNq1Xv7imaZPJ/OfVkZbFVYWQIklgj52LBbSNxYYz4+NB9eUG8fA1bGCRjgeXMkfrK+Evstcc0dmGCdHtf4yNHgc9gu9s1c870UCGA/mE+eT9Zx/m+2mvPzWo8NOt8GMuTpeW0za8dcMx6Dm7Fkn7aRsNgGdGY3sGOLW1vR5mJ/U7bEuZ3MJQoBVASWZJOM7oDjw/WLob92PCaho8bYeP+OGAx1E0KkWVkHgHS2zvYzbTuyLPtmlmX/LMuyf5Vl2f+UZdkJvb8hy7K/nGXZH7bf/2tZlj2U7KM/y7L/Msuyf55l2Z9kWfafZ1nW/e8xhkoZXpLOecApg7fx/h0xByQFIY/Vng1Ha7MVOVSamE5UJKWZHW1JIzOn81vhYmMtLtx2tP1Kozns3wuxo0F8x7Q94ISFGqfP9cpZnKHG2Ue6cDtihnRgvO1ETPeUjfWYC0AEBmk9IzKalxVo3JDLBg/Ww0mF1gI78mnHNZWOOepm+YWrwGBgnSNxUwm6Bn5mnlKggAFFDmFJGI4ghpbxnslvxwaCZnkcTbT0YrrtGAJAkHo49wBw6HnBKUTPvrStFfM7LjWKztSudMW+DUDsgHK+57uLqlc/efKZMD9Qdq7G+Z7ta0b5F06xQYYdaxxU/k+zvoWt1T4lBhMGH6+OrIUPDyyG3/qFqdhF25IjfloO5/nhZZncgfqFsKV2IvTmR2IlrOH6aGW/45pbvu99pEyIj0llr0uNwil/7cG18JMnnwnfe+xqeH//Umxa527dzOFErWAK/tunPxPzFeyoc80m6yvhxR1ldS9eXHt6mZi94hzcsI+1gfvUDh/z6c+f714NL+4o+ou41DN5UDjMU21QDDPB8+H7DhCFlI0xM/9+Tvy8na0VDTs/enghSrEA3uO1MgeFY9KoEdDq6laXGqXjz3rAum4mhSDAXH8rNl107hNrg6+VnW/WL54R1gjuF3q9eE1KQQNr5VR9JTrStkUOBpkV4Hc/k9gFABj7N0gyq2IZldexsbb9YG3l2BTvMLucsv8OmDHXad4hxzqd34pNMs3yG2zZRjvnw7aTYwPeDFoIVqZ5n25a3Nh0KLIell9RfhcAQuPkThJ6Z+tsP9vWl2XZ/5Zl2X+RZdlTWZbtybJsIsuyffrMX8wKUDGdZdnRLMt+kGXZP8iybJM+86tZlv1ulmUnsyx7Osuy/zXLsm/9e4wjMiAbNtSjxtLNf3jwASDWmKb5G1Cs7oia5nOktcLTrqos+jjfabTFjQ39fwBGyjCM18rGW6ajYSl8rFTb68/aGKVyLIyFI33skxKYGBASEImG4bwSMTN7wRwzfqKh47Xl8NbulUqEEaPriDv7Qt/MOBiDnQIbXIwVkUOSUc1iULmHsV9qNCuRa+uVR3UcAAwOD5p3oq92Os24cBzmdFKOVFqZyw4JzdlwpH77zGR0bti3JVQX2k47Dty57qLULv0/pnuKjuP0FzA4cJTbEhzr8y/3NsNPnnwm/PiJK9GRg2W41t8KHx+ar+QRWKpD5Nn5E66O9NqDRZd2l9m1g8/5XektZEQ/efKZ8Gs/dzGstKPdRPTNTKzHSrh8bgogjtZmYx+Q/trxMFg/HQ7XngmXewuH3WDIIMaAj+MbgFpmxj4471dH1sLvnxsN//I/3Rre3L0aJXQ4rGY4znUXPULe378Uu9kDQLlGHIPzdPNHpGC/euKZ8OKOZkVyQ7R6cWurwhSm95mPA4gHxFxsrIXFraUEkOcgLVRwfUurIhWb7lmLoJz7rzlUMimU9cVBNkvHi07zlxqFHO9dAaGZzc0Ku2JmyeBkfqBkQSxFZP3D6eX58DOzMliOd7avBOEOQnBsXl5rWQOZS2RoBAo4xzRIwjoO2LHMNrUNdtLt5POMz/W34rlZbutgEmOF2bWcayyvyngBsGP6HmvxxcZaRbaVynhZg9mf8zGw2Wa+bA8MUgxsDER8frav2Om0R5iL1eAnuBx/f+14zP/gdd99m0PXAyMxNxUQUnRH7yShd7bO9rNsb2dZ9t/8f7y/ISuYj/9E/+vNsuxfZ1k20/77kax4+MyaTGZZ9v9kWbb933EcjSzLwgOfGL4r9+O+DY1KQ6D+2vFKl3MDDwODVPNJhOR4fi2yEU5IT2ldl/glF+N89+pd1LDL9hqkpKABB9jvG7SMJQbHCyuLt7W+Pge+7+gjIIL3oNLZX2rAHKF2hNPGDeODM4SzzLgAKDhuGCocu/XYBBwJO0ejMowkfY7XlsPStlYck0EaLI+dKuYABySVHRh8TNVXYrSX/AUnE6ODxjmx1MORxjd2lY6Knf4LPWuVfiIXVMbUUVR/59d+7mJ0PC81muH57c0Y4cVB/LWfuxglHkhnAGtcE+aTa8r+ZzYXJYZbQ9UO7hcba+H1XWV5ZMsscBDMeNjxv76lkFH9cXNPeLFdVcuOGOCAXiutobLD9+LWViVHxg31nINgBoSxcN6ACxK0d3dPhcH66bA5PxaO1GbCj56YCX/zz50Pb+8prvfC1rIilx19n2cKcLhnnb8CGFjcWlTJ+u0zk+HHT1wJK4OtSs8OR9uZg+e3N8Mf3ToYWkNlcj5zzedhSJx/AQi62teKXdt9DEvceLb4vuVYgIsrbdaK+x4wf62/VQF6OPaMj8IAZkD4iXRnYWsrritT9UKWZHmYn/uxfDHcGW7F+wRZG+Mip4Ko/JjWgEndFwY9nI8dWUs3HcWHRV0ZLID9ld5CSuh5g2FJ5W1eyx0AYJ0wCF0vaOC170pvWZzCzATrK/s2YDid34rPD+sd+8ORx2Z4/ffxvD/La7ETqYTVgGRCxzVj4/nFpmEH2ZeDCw5G8TnvzzbUEmi+44qX7v+RKiJIRnc/scdqz4bN+bEKwCAQar+E9zdt3BU2bOjtAJDO1tl+hu3vZln2V7Is+5Usy/4oy7LfybJsQe/vzYoH67Hke7+eZdkH7d/nsyz74+T9+7Ms+7+zLPulf8dxxCpYPNRmP1gIuh4YiY0InYSWVrcayxcrLAgSJPcFYUHywrQem+IFkIV8vUpZAKI00Q7gQHTG0RsACMbT+ShenEe1wGMkvBinMie02Sz8OFS8zxj4Ha3vZDvCSOK7F/XRvKhrT7Rsrr9sTOXolyOCGFA7TzjdNrZO0rSDMNY+JqU00Z/zXYybjbmdNq7Z6mCrMmcYe5wPIsaMA/mGHT0iq9e3tKID2hoqcy/MNlhKMl5bDquDRQdwV32abyeO24m3Y4vjikP0J39hV6y+hQP01u4yeZ/xuo+H5xQ2yAzWG7tWK1FZ9vv2nhJ08Z2p9lyZFbAjdaFnLSxta4VvHL4Rvn1kLiacO6rOuZMf8o3DN8K3Hp0LNwdasbrVeo4ax3DuCE7/bF9RHvfOcMEmvL9/KfzywVvhal8rHKnNhP7a8dBfOx5GusfD0/lCWG2zRs9vL8q1vru3KPHLPQ2gcNdzlxr2+Vu6Re7FfLth4nv7yjwF54JMaj8XG0Xju1//+QvhwwOLseO6wQ7n/epImczsHIyLjbXw2oNrlUIEXH+ALuuGAQLBCPb1xq7V8K1H5+I9xz36/v6lcHOgVQFaV8SmAl4skyRIwT14rb+s0sbzRi8MBw34LonsMBDuGeP727I85pQ5g7kwgDVTwfPv5oc8LxcbBaBlDAAEszyvPbhWAWJ811Iv/sf8PDfcjHlmZltZ+wlk2BH3+k83b+ZgdbBVifh7jbMMzmw8NsOfc/DKsjD/ZG1z0Io5xcZ63fPn+D62zraTAJpZagfv+J17goCeX274e757tSK15vepetmd3T3BzJIAQLbUTsR+H/T6QA5e+iQDYcOGejtI2tcBIJ2ts/0M279uv76QZdnjWZYtZkWex1z7/Z/PigdrOPnef5Vl2Xfav7+cZdnfW2fff5Rl2fKfcdyurHhYee3IYh+QMv+D6INzQfprxyvJ3ySdu7a39Z3IrsyWpIDFWlFLrAAUjiizoHk/aY6G5V4spCQX+nuAh3RxZ+HEoGG4ATCWn6X6X4y/v9ccqpZKtV4Ww0VUjXwXn4ujZbAARB/TqBgOpA2n5WeAByerOv8gNYJ+z1pzRyM5NxJicdrs4KTGbaK2HHM+znevRscApwSnwk5Ma6jQmeOgPTfcjOfjpFcDkom2o/DSzlL2M9tXyliICDvKbrnWZPvvDx66HWVvJLeSU2LGJ5UNOcLMeC70rIWvPXIzSl2cu/H+/qUIfvieHV72w75w7i73NsOHBxbDP7ryRAQUllH5GAtbC9nVNw7fCAtbW3f1vXB+iSVRfMZyrw8PLIY/+Qu7wrt7l8NLO5sx2nwinwvD9dHQs+lgzAPZXh+L+7TMjXyCa/2tWLnL/UZgICzNYz7s7POi58ePnpgJHz28UGGCUhAz3VMwJ+/sXY5dzmGk2L8lfMwF1+FCz1p4ZWQtsoOMh+v8K0evRYbH94SZwMn2XFCyFmanOdQKvzd5Jry5ezVW9TrfvVopO30mvx0W2yySAws8yzz/rmCF/MwspFkDM3rv7F0Of//Cqcj+AThTsH+2thRe2NGMz+7l3rIaHkxQKvcEADBXNwdaUb6EfG1mcwGADCrIx5rta8Zng3NFdopU7Ol8ofIcIIXlWgEOYfUtKUvXYAeCmF87/gBK5nVmczOyHQ4IOXcRW+DADud6Kp8PE7Wi0IblXdggPm8wYDbGrEWqUEiDdAYbgIkUUDF+J5Ib/JjtwUZSbMbldh+rPRuO59fi/50f+kj9s2Fb/VSUYKWB0JiY3lZm3P+JgZBlGzsApLN1tp9h+zdZlv13yf/+syzL/lb79/9YAOT19n4rr0KCNVDpgO7Er3zjntBfOx6O1GYqgIHFw/kdplqdeM7iZhABQCARz9rUdFH1flwJy9VIiLQZJKzHjDgah1EyQzKaL0b5mBdijAT7tp6aRXtMn8HQGnjAHrFvQMOfFUmzocMRxpHh3AAMjIf3Ge+rI2vRgOMc8B5zZqeCz/I+UVNrlO0ou0EYgCB9cTyX0p2sr8TckTd3F6VCcYQsL0HW4ag+54jjAEhkTOe7V8MHD92OwAUnDscDZ8kg6+WdzdiEDQYE7T0Mwt849Utxn3bULc0w28OcTNaL0r3o3J1fMbO5GX7nkxMRIDmyixQsjbJzTtfa+8QZXU92RZndX//5CxEAcb8QzU7BlJ12sx53hgu507t7C2keDifX50htplKGt7HpUNhWPxXvdSdGA3ym29WtLrRBwbePzIXfPjMZE61TmU+aE8K5IpG71l8Ai9XBIiE9TfQ3i/HSziLfYX6gmncBcwEwNaDzvp7f3owMjpm0jx5eqMjpDBIsVzTDh3M829cMv/ULU+GNXasRiE/VV6KkivN2rg/HZmyWSDl3B8kj95jZNvd4metvRaYOoOvS2czReDugQDDiYmOt8gzxbDi4keZ+MD4zIFxPPsPrKwdvhWa7GR9rVMpYsO+lbWXOFACE6wFr7HWWYzno5X37eHzO4IjrdK7NBsA+2I6NJt+fqFWDP/w9s7l4ZgFySDnNUjuwhA2xvUwDP6P54l022dUTuRewTQZglh6bxbCkGRBov8B5IM73cFle/IFt9VNRceGGhARC09yQjgSrs3W2n23737Ms+2ryv+Usy/6P9u//sSRY6zIgaCx52F2CF1CypXaiktthIMHfOPD+HI73ZELFOtfDCz20LgsgCxqRHy/EGBwWUzvx6WLPYuxFl33hVDtRMF1UfQzGfCa/HQGLdbc+rqVCHoPPAcBDJM3nxVhgBYjM40gDhFzS1QBkvLYc6/+bpscxMFvBuGBxLKPwOQFKcKoAC3beLAfgupzJb4ebkghZhnSlnUuAUbajhYxkQueyngEG/BFZfXVkLUpIDGowuH7vUqOQQHlurYGfrBdJ4i/sqHbU5n3PDefv3893F528nxuu5j1M9xRyIK6fNdlI4aiCwzFxEq/1F7kfd4ZbsYkdjAFjvtBOTn5v33KUaOHsOxcGZw/H2mAP9gTwQlNDemG4bwVVsGpd+0K+cU/o2XQwbM6PxefI8q4JHdsyoxd2NMN3jz0bvn1kLkp6mPM0SZ57hfcBM6+OrIXvP341lua1DGpKczPbV5Qshl1k32YEmkN3l0vm3lzaVlw7nPBJXZvmUNlcz8+bHT6AAf0wzrVZg5d3Fj0yLjbKZxow5nMh9wCw2GqDdbMxgL3pnrXw3r7lmHdghztl1gCuMKbk2nCOPIeT9ZXwykhZpYv8FY4Pa2BnHUed4xrUzPWXUkuYVTMN5IlZEmUn2sfh/j7XvRo+enihAsxZ5yyhHc0XY8lbr4X+nMGQGR1sBQEYs7MOirGmG+RiG1nPfX8RtDGwgLFhPPw/BWO2YYwjZfJhz5/OF6KdM1tCfouBhm30ld5mRVrspHMH3Xi5P5j9BSeh17r2VcAGVa9KH2VbOzekk4Te2Trbz7J9K7s7Cf2vZCUrQhL683q/ka2fhP6EPjOR/YxJ6E7+Mu258f4dYdPGXWFL7URsMIj+1QuLGQ2X23MlLLMcbiR4Mr9RiRaZGh5LFlK+D2hxN1cDmpP5jUrUzQtvulhjgBinNcteiJ1oZ5CDwcOY3hluRQPkSFlKmfvl5MNU4uUI5XitiDzb0OJc2LClEh6izuSTzGxu3nVsy6YsVTJIwcGHjcEhQoKGs4TBZuwY29m+ZnSqcLjsXANu7gwX0cv5gcLJdtQfVimVxfg60CcC9oaGe47eMgb6ejSHypKozJeB2Ms7m7FZGo6swYhlUnYyceJf2tmMvQ6mdD3cf8M5GLAOzKsddhKp/9Wbm+9KaCdier6dW/LO3uXwG6enw8pgKzYZ9PU16+GxMYbXd63G8rZcM46RnjsApGfTwVDr2hc2bdwVevMj4cn8ekW2xvVy5N5ysWv9rTA/UCSr07cDpmVaYMD9MgBD5NS8OrIWfvD4bLjZLneMI8fxOU8aTV5qlJWXxnXdJ2rLFefbsrqrfUV5WzcmBNB+fGg+9vSwPM8/2ZeZQQD5W7tXIuvAdfc4zrUZMINkrg/j8D6n2mCK549nmrUNAONnA4ecLvCAG8vUXJoXmaLvLxxcs7ZmDxmL5xW5mNkS1h5YIUvbzH4YvHM/PL+9HJ8lUWaRYZ8c/EkDVWZlOJ6Zb0BMypikuX+sj2bGzGyzBjuQZaDBZ6bqKxGQWEpl2+V1kf+ZweB/tuvrBeAswaaSFd93g2LbfoMNGBH7DgCUE/lcBCDIrfKNe2J1Tr/oD9LJAelsne1n257MsuzfZoWMan+WZbNZlv3LLMuu6jN/MSsYjs9kWXYky7L/Olu/DO//kBWlfE9nWfa/ZD9DGV5XwSoS0gcqustNG3eFbfVTcVFhwQF4ODLi0npHa7N3/Y3m1tSrmQVrbx2ZT8GFF0miQCxmNnKn8vkw29esABuMgY2iE9vNTNgxx4B4P04sxIF8fVdppE1hOwKVsjOM1UYKg0dUnD4iqaTBlL51/DglRCeJENu4pZIIRyjH2sY01YqP18rOy3ZkaMwH5W85A9dkZbDqwONEAGiI+OE8XWo0Y7lRHGo7iJZcIPMBLFAm2E4N82VHeKodyb7aV36e/eA4XmyshdXBVkwuxll3wzMb+lRXPz/Qiv09+O78QJGv8M1Hr0epC9cPec8bu1YrwIR5mB8oANZzw83Y88ON8QAps33N8IPHZ2PfEo7vaLedcRz16Z7i8y/tbEamCLBooJkyazu7z4b+2vGQb9wT5Zs9mw7GKLXBseVkdkBxfC82CjZjZbAVvvrIzTDbVwCTS41mZCSQ6viaMQ83B4rv0XPF588cwDh8eGAxvPbgWgWAmK2hLwj3B87wZH0lvL1npdK7heu7uLUANozVwYhxnfNYe+1gfmEunhtuxspVXKvrW0oGcbpnLby7dzk8N9ysXEczr5wjz9uV3mZ4eWezkhvifLTmUMleTNSW4315fUsrfOfo5+P3GDdyR2SJBsBna0XhDMsyefac27GwtVUBDS6ikLLIMMCp807AxmAFcGTAxH4YA2sx7Ktz5Myop0DI9zLH4pkwADG7AkOQSqb4nNl52H/uDQJMBhkOZjEHqZTZOY2WJfP+WDJ3tn+W5vp47MO5mLwPw+FkdL6Tdkd3N/UjtZmwOT8W6l0HIutBQroDo/yv04iws3W2/7Dt01nRfPBfZ1n2+1m1ClaWlY0I/2n7M38ty7IDyWf6swJw/Issy/40y7KvZf+BjQgNRJwHAgMCOHCy2ZP59Qg2+Budp0FGmpRu5sSRF0dnMJJe+LywwXSweLOgYhDs5JtZcQSKBR/DcDq/FfM0yB3A+TelPdmO7KVsBKwBUgEbDoMcZEhptMxRLIzPhJwLgw9eqdTLziURT5xYH89GyQ4042YuU1DmCDEOCSAiZZEcTSSiinOAAYbxwAngGER8z+RFcueLO5oxUdJyKsYO+KEUK47fohoXpnp6HCjmicj/tJzcq32t8KWHbsecFUDL67uq0W3O047JZDtyvagO0ue7i8aFfzj3aPjO0c/Hsqt2FOeVVM4xACkv72yGf/GXhmK1JzdTJNF7ZnMhZ/rSQ7dj00NYGwMQXjj8M5uLJn9z/a3YcX49aRKOMQ7baL4YdnV/KsqvaCrW2HQoOl5mw8zsMC+uWMa4kGV9fGg+vLV7JTIajvZPaTyWdC1ubYWvH74R3ti1GhPvDVr4LknWaT8b7nEcfn+Hnx88dDt85+jnK6V0AZ0fPHQ7OvF2mO3Ec+70BOH7l3ubUYbEs/vlA4sVsHqtvxVlg+O6PjxjU+1xWM74jcM3wszm8jl0Lgbf5YW0DCmfpZfOT/neY1djcMO5NNwffkYdvQfIMQ6KAfhZ8lo3XluOoJ9jed1jfwAds16+T1MQsNBOfr/SzmnimKfy+bgPjmdwAdhHyuS1laCRGRB+GsQAWFIAwPlc6ClAuKW+fI71PFULGFiwxrI2m9FnjrCxlgTbVrkIjANv/I0SAbsOuMAuE4Sk6WC6z+P5tVgFC9VFbDi4TjL6hg15R4LV2TrbPb7FRoRVmnMgMiHoMLfVT8XoVXX9AAAgAElEQVT63Y5mGIQYeABWDELMYBiM8J4jM/yOEWCx84LGQjrZpqEdiSF6j0PqfZvtcESJ4zkSRfTZ8gEob5wFL9wv76xWMjLdbwBFvgefwek2wLCRwMGyE4chn5ChfWWkjOClMgdq7ANK+IyNMUYNsOOmhYzLuQ6OuJ6TocageR7svJ1vO4g480SJU0fBGverfWU1LJggg1RAwFR9JfzoiZkYucdZtUPJ3I/XimozX3vkZgQkSMBwVom6zrXlLoyZ6k3el1kzA4aXdjYrUhk6HP/oiZnwwo5mrJg0VS/kO996dC68u7ds+meH/2KjaCr3SjvHxXIYPn+5Hen+27/4qeg4ujmfmQDGc6W36Pj+4YHF8M1Hr8cE/PNy2FP2yZH80/mtsLP7bGhsOhR68yOh1rUv9Gw6GHo2HQy7uj+1Lvtk8Ob8DAMJHOcv7l8K/+TzR8Ibu1ZjLgCyRK47wQLLq/7GqV8KfzD7eHhn73KsjEVUnuMjwyPh3OfHM0QBAYMlZFgfHiicZ0uhrva1wrcenYu9Z5z3kOYUTNSWo4yJdedcG6Q6v+ULbbaFa36p0YwsA3NqlpBxmFGkizvPmQMPBtATteUoIeP4DoIwdljfc3p+DHIndL1HtY4wz+fa14nvUmo8ZTi5xu/vX4pyPACjn39LVl/c0YzST5f49RpmVoQXa4uZD+bDoI3P2j4ArHD8DQpsBzzfDmTxPQeApuor67IdnKuZBo5j1sksC9/HbjFesxzYHQf7XE4f8MD+TuRz4Ux+u8KKsG/ngbgBscvxPlZ7NmzauCvmnFqKlSoyYD82ZD0dANLZOts9vEUAUsqvtsUqE/dtaIQH7h8K9a4DsRP6eqV1DTxc3WK9qljH82tRfuVoCoup/4exAnyYIfH7Zgy8P7M1fhGtsROQ5ojgPNsImMlIKXhHnBy9wmG3BCuNcrFImy0xbY+jZINpsEDnZEcE7dzgVBksuHKVx4vsC0fILI7ZE5iBl3c243jHNcbXHlyr7BdDyb4Xt7Yi6+HGbY5gnslvR6eMSC4AwNHbVNKCZASj63Pne5Z3nO9eDV966HZ0ssmvcPIuico4cucSB95AyxIjgBPOPA4bEp3VwVasfsXxrrSPv6rCAszbdDtxmgpFfM8AZbpdVemXD94Kf/sXPxUdVEuPOA/A38VGEeF+Z+9y+KNbB8PKYJUtYP74PvdjKrXbVj8VNufHQr5xT2hsOhTzQHZ3T93FrjEOM1OAaYNaABVSrFdHCicVEJICtAndU1f7WuGt3SvhD2Yfr1QA43vcC8w7fWN8rzAWXw+PnZK8raFWZb4ut1ksyi6bVTGIYx6b6m/Dfv/6yUuV69AaKsAOYGCqvhLLCFuGZmeae5v758dPXAnXt7QqzrMZVI/1tQdLaR/3LeP2emJ2CADCWKhGxfPK+V/rL59/WA+X5mYt8LrH8+Q8GK+1dugn22Ce8QFWub6WYnFdCAB4XecFoDUrT0CAY1MhEIDC+Pw+ASyDBOY/BSDMCUy5c/ZSZt0AhZ++trZhzjO82Fir5Iv4fWypg4SWeFm9YDk2nxnNFyv23t8FrCDN3pwfC7WufWI9Bu5SYhQNCOsFEPnEcAeAdLbOdg9vkmBVIw1lBKJgRKiChcbTNCsLDwxJ2v3UkivTsU5cN31rivdMfruy2JHo5qgMi6BZAzv/7HtMBgBje6672qDJC7QBA8YhBQ2OavF9AwQcb4wc+8JAOsJnJ39Uf2NELCtzpN3RafZF2UmDAn5HamODhFPI+3weoGLHwbIQZE7rRbYxgmk0E4mT9dlEpM0sIU/gf8hBLDXxPFjaQUQVpwmZiiOdjAWpE47owtZWaLUT0pHgNYdalXK4SJbW06mzX46/OtiKZVYBE5cazfDRwwvhZjsp3bknJPy6LKplVZQLdoUjMwd85uND8zHp2JFoxoVTO91TlK79laPXwm/9wlS4M1yWr7VTbwbJgI+I/pP59dCbHwn1rgOh3nUgSrB6Nh2MDQktI+F8uWcZm4Gkx0gp2FdH1sJPnnwmdiJPczOYDxxb8mW+//jVyHKwX0ueLjbWwhf3F3kLBv28AGp2igHiM5sL9sjSx3Pdq2GuvxUbVzJvjrj7fvS9z3375u7VyKxw31CVC8aBbvSW23i/5L4w35SD9jPJa7pnLXz08EIEcXS3B6y2hkoW1cfhWWE8b+4uAfXLO0tGxoEV1oV0XmB6LU9bb73ju6yx3FteTznv6TboPJPfjs/iWL4YwYMBoUv1svaZmTqT367YEOS52Lbz3auV9Rew4oCai6eka+R67AvsGTbFeTWMBdtnoGO7wz7NYqQyNz+fY8l4XUaffbghsZUKqbz6eH4tMuSpP4AP0ZsfidJNQAcJ50jDy3yQDgDpbJ3tXt8kwSrAh3uB8HfXAyOhNz9SYTec42FZlpsNuRY4i5ArZDmh/M/KDfE+/B4MB1ImO+/p4m66mLHa4WbBdw4Ji7blV5ZsYfChqXHkMRSMzd9NAZKjramzbrkAjqXlERhIMwE2vOik06j/RDuSS1MxszPsz44mYMSyC/Tjk/UiCdrgxmyEnYzRfLGSwEp1Jxw1rgXODpE/HMXz3avhb41+ulK61+DNztycOkDjcCAJwZEyk3FnuBUbrk23k3+/cvBWBD/nu1fDizuaFZkY/SY4RgoWnZfwghKYcSxnNjfDrxy9FlkMO1TXt7TC9x67Gjs5Iyu6OdAKzw03w98a/XRY2lY26gMcTNTKnhK/N3kmvL5rNUq77Bhb3sS+X9+1Gr577NnooONQWiZl6ZrvQ+6LvfVPR/aj1rUv1LsOxN8H66crTpsBN05Smsth5odrA6vwT28cjkwISfguu+r75kob0P3OJyfCtx6dCzObmxVp37juC+4d9uX7DGcaYGan9GpfAVpTAHK1rxV++8xkzNtIwaqB/eXe0tmHyXrtwaL4Aedzta8Vfnf8k2F+oCzm4D4ilnTx/DMOxnWtvxU7uDtCPlErJFpv7V6pzB95W8jNWIvm29WuAD28ZvuKxpoGx55nAjAwz6zh3Gs05JzZ3IzPmMcJm2FQ4rXTDEUaEAAweDxmaEfzxVgJjMAY+zRQ4Xtm/1hDmf9UcusgGXbq6XwhBja8H5LQWVtSCdbT+UI4XHumUnQFWwXr8HS+EHvr+FllHJzfmMZkaRfzzjHSfE3YCwcCDUAss3LxGoKS9gceqz0bZZtdD4xU8j6c/0EjwgfuH+r0Aelsne0e39oMSH9Fb1k2AdoWoxFIsNI+H6kk63h+LS40R2uzFTnW0/lCJW+E3+3Ap7kj1o+mJXC9IHtBtb6VxdyyKtgQjBndes1OYBxTR5rjwQykFDsgCINlIzuWjC3VIBOVm2w7Guw/ZQLOdZeNG1Ppk0HJ2dpSrExFaVIcEBKiDUA4T0fqcTA4P/6Pw8Z+nIfiiCWgjrl2NNkAiTm3kwJTg+NJ4rgNswETTiKlW3E43thV7UbtCD7ONw4iZWdXB8tyuZcaRa8IV4Ga62+FL+4vo+N2yPmbUqLv7F2OTQ+RqFzrLxLY01wMounI5lzRqjVU5BT8/QunwnPDzVjS2Nr7S41CuvWlh27HikkGHgZHzOvStlb48RNXwss7m5UO5HZiDTwsjbEDuL0+FhqbDoXGpkNxDSGiuTk/Fo7WZu8Cynyf/3vuLPXjBZvVHGqFjw/Nhxd2FGyQu7rb6fW988sHb8XSuC5bPKV5udhYi+DdkXmeRfqf+D7FyXcvF4Om57eXlcQMUs0aOjeK+T7fXeQOtYZaEYxebKzFbuCMG6bHrJvlXIAJnHwqf7GeOEBxubcZfvzElfic+f7hb+4JclsYr9eBDw+UZcjN9Pqam7W0PIo1i/0x/86HMFvqII/XKo7DnLD+0FeH99g3Y2FunNdhoGxn3rbCL3LnsCt+zww965eDSLYnPFvkkoxqHlw1knNH2sW5AIhH9Z7BgqValnVZDeBjmO130Zkn8+sRJFmOTeAxTWBPAcrR2mzo2XQwsqZU34Tx6HpgpKLK6HpgpMOAdLbOdo9vUYJ1332b78oDMSuyOT8WDteeiYuKgYfzLsbakR2iG+li44WIzzmi4ohOCio45no9RFItLO+lTj9RJ0eqvdA6CoSxO1tbCs2hVgWkoIU2E2EDiCFB72sDaQCSMiRpxI1I7Go7gTw1shjDNP8kzUsATNj5p/KPI4gTteVYM391sGQODJRImMdhTiOMZkAsu6IBGo4DTk8qY8L5QMow2QY6Pzz+uZi4bvmYo5FT9ZXwhT1lx3fnO5ih4birg63w9y+cih29Z/ua4bUH12KlJZJiiULjLFB9CgfIzjkOKd3Vv3LwVpTMACa+cvBWeGPXaqWqEE4r4IP/Ib16brjoxP6PZ46H57c3Y58DO+lX+wpg9N6+AvRYxmRHF8fkal8rvPbgWvjHM8fDqyNFzgSOvB1Tg9r02o61I65baidiFJPcD4IYvfmRMFg/HY7UZiqNzDxnqSTL9xXPIvN6rb8V3t27HP7NlzeG1x5ci7kdTtpP5VutoUJmRj8U5HXp/ANozFjwrM1sblZygTynlM1NGwG2hkpGDsmQ59PyKwAlYOut3SvhB4/PVq4LTTs5NmWL/YwaEHBP4UBPtZ99O5440ki0eBbpn8O5Lm5txV5CraGiB4oDHJzD6+17G1bTa5bZVtaclcEyr2Nxa6uynqQSJgoJONjBPeln0cEYM1Nv71mpNEuE0QQcXO1rVeROPM9j+WIF2DmPL2U5LKlKP8dPAwPySQxWXDGLtR87a0bc+ZOuRoUtxP6w/1RlwLxe6Fm7CyjBoozXlmPvKNtrsxoGbNhpS6dt/3mf9QAGBABCAJR8EPcnI1DaqYLV2Trbvb3dVQWLh72UYpV9QB6rPRvZCYADi4wXHS8yOBspe+KmRanG1BWt0qRyKF5HXnEMWPxYGC3BSqNFMBfWvZ6tLYWFra24IDt/g8+lETGMiF+WFOBMYVhMeTN+S04cJWScRPWJ1qVG3IwD8+GoN44ccqo0d4H92Iknos5+rEm2XMiyDkfx0s+TVMu1oqfAdDvRFkeeZFoAkHXlSBUchfT1IPq6tK0EC4zT4AjnmrwSJEcXG4X86g/nHg2vPVj8fbm3Gb6wpwAq1uej8fZ8cM1wGM53r4ZXR4oEZTMd9LawU2kWhOvDdcPBfH57M3zz0evhnb1FKVLAGRHti42ietcPj38uLG4to/w44VwvR9uv9RfSoYW2YwlQwonGSeN+5hrjcJ3Mb4T99c+E/trxCD7qXQdC1wMjMWmUPJCeTQdDY9OhMFg/HUa6xytSyVQOZcaKe9LncrWv6Er/m6Pnwq+eeCbm8fhzgHeYrSu9RQnaN3evxp4vfI7rNd1T5Je8uKPMwTF7BCPG95j/6Z4i1+TtPWW5Xt671i5nnEoiU0Zpqr4S3ttXsgwwob/zyYmwtK0VmY5vHL4Re3/wvzfabJqZAp7nyXrhcLP+TNaLSlo8B5YWGRDxTAEkJmrL4d29y1EGSR7XlO5BfqdCm+89s16jelbIxeC4nJsDKF5LkKuZkfDay+fMApzJy3LIPFNIZlP27Wpfudbyf47HOaUsRsriEaC60tus2COkUT4nlx1nn4BzM/DOlzSwOZOXkl8zPwAMM8wOyFklMJoX+TKpysDvcw1TGZbttceZluc9170alRHrJaIj3+x6YCTcd9/msGFDXR3Q7+4B0ukD0tk62729NbIsC/dt6Av3f6JgQYqHfSBGHroeGAn5xj0VCZYTzV3hIm1EyCKUVr1y11S/BxhJF0HrYh0hYhG+vqVwPtCYp/rilH0gak6EyXImjJodYd5LNbwsyinVDgDByKTd2jESGH8cmWv9rcoYASlna0vh3b1V3bgBiBO47dCdrS2FpW3VMrFna0WXZeRZzaFWNHApE4FjnAIUPuOyoXbs7YiPak6Zz9m+IkEa3T6d3bku7O/dvcuR8SAnwRInDLaBFxFnR685tuUYOCaLW0tHHknZF/cvxSpLc/2t8I3DN2JDOBwYKjCl8jeDyumetejY41Cibf/mo9fDXLs6kh1ZcjZwugFPlxpF5as/bu6JHbL5LBHuuf5W+MrBW+Grj9wMN+WQE6HGmeR4l3sLKdOd4eKzONbMkUF0yn6M5YvhsdqzYXt9LGypnQhbaicqiefouPk737gn5Bv3hN78SOivHQ9baifCQP2pcLj2TLxHzDT4frEkCykN5Wff3rMSz9eJ2Z7vc20nfWZzUeXqpyc/G3t+ONeFylkv7ihYMBxWgBCMAD1l0tyYK71FzxV3BYdRIXHcwMprAE4xMsMpXfcfHv9czLeAkaPJJsAFgGNH2lI3xoQDTyK+71vmGnDNuuF7gn45yLG4x672tcL7+5fi/bWgvjuM00yX5VE+9vnu1fDlA4sVmaeZX19Tn6eZ6JQJsrzLzDfX/GR+oxK0IbCRSk/H8sUIFjy3jMWsLHJXwBugwzaN/SC3Tdn003mRh+ZqWWbPLbeyrQMgYLewhVYS8JnUphFUsB1OWZn09zQ4aGmWwYgDkPYXaETY2HQoKX5TZTxiHsh9m2NSetYBIJ2ts92zWyPLspBlm5JGP3f/vjk/VsnnsL7T7IYrZKUMCAueF6GT+Y3o5KdNisxm8F2/HE1jcfYCaRp5vSRAMxleSGEJHD1yFMp62+metQh4TL1bdpDmgDCOcRk1R7rGNDZAAeyFdbtEyEl+BSxA55+tLVVKXY4nDoaTsVMnc1TjSg0fxh0nxlHACRl6AJcj+RO1oqs0bEaq6bb86s5wWfaUqkx2rJDPeb7o4YFTSBUkM1bOx7i+pRUlNTAClDVGkvXW7pWYU2KdvZ0oS+JwCi+3Kzbh/PH/O8Ot8P3Hr8ZkZ97DWXWpV4DS+e7V8MKOZvj2kblKU0HYikuNIpfjH88cD787/smwsLWskmVAgeyIyl6p826Wx/I4P2NP5wthV/enwmD9dAQUMB+ADwIX5ILUuw6Enk0HQ73rQOjNj4Te/EjYVj8VttVPhe31sQi2ubbcBwY9nkOuz7X+IsfGvU6cP5J+/oUdzfAPLp0MHz28EHtcwCRYrvSlh25HWRf7MGvka8czdKlRABdXSxuvFZ3Kf//caJQZmTEzoLdTz9yf714NX9izEkspI8F6b99yJeme58P7soM+VV+Jzw/MikEdc864zJ4AnACtOPR8F6AES4PEi3WG4AZBH9ZCsw9+Pt/YtRrvR5fwxYmHbfJ5em0CWDv4YWDie9vrx1S9kCh5rU3Z5rn+KjvioJcZbs7JVQTZl2W5Xv9T4EggCztkG8c522bxf4MjS3MNgNYDD4wpZT8MxAgSooDAxgJsbP9JNscOnM5v3ZU3yt8P1y+Gnk0H49pR5qSWfcnoTcbP+zb0dQBIZ+ts9/AWc0B4wMkBIeoAC7KldqKSp2GwsV6HcxY5y62sAWWxsnbVi2KaUM4CB/iwnMHSpHRRvTPcqjAKGDFHNjkeUXMMjiUCOJkGNji8Zj9wlohOWfbl/RLJA1xYwmUHHucJDTfjtXHFwYUhSJkH66In2xF4OxyeG0dR6WyeOkrM353hVszToP+IZTqOFNrA4kiZqTGAAZQsKNJsTf56kgeOM9l20HA+l7YVCel8xlW0ADrOibjYKOQ9SJoWt7bCb46ei7IuZDoGDp4X5gB25ZcP3qokil9oJyV/9ZGbkXHgHGk054RiA8W5duPD893Vak/n2tfghR3N8HuTZ8J7+5aj84wTi6OMI3qpUZTq/dJDt8NsX1nhC8fM1+NMXhZueDpfCDu7z4be/EjYnB8LjU2HorQKBwIZBVpu8kF4n0aFvfmRKMna2X02OlKpvIV54FzNVlxoMwKAVVdvch4IcrqXdjbD//V6f/irT11et5TxdJvh+Bd/cbgCHpmT892r4Wa7wzkgxN99dWQtJojjvK8OtsJPT342VmNL7xXOk8i81zaqn6WAx5IuGAcqWxm0MZ+cP89uc6gcy0QynlQmRh+S892roTVUVGJLG1qea8sNuT70PmFNNCPsgAfH5Z4er5V9jabqKzHhHoebYASBFUCjo/0G76wJSIzGa0W+CRJGQJBzSa4IOKXSVq83yKwAR6zLMFJmTLy+Y0NYAwGsdvxx9p2v6HX6bG0pshMAgLG8zJk0+ICJsETKwMpqAX7a1loCze+22RfaQTgHHrH7T+cLYbpnLfoHDliihngyvx4O156JfYMIWjj3w4Vx7tvQaPcp6wCQztbZ7uWtIsGqlLuLcqwyCT0tvZvKrJwD4jK6afQjTUYzM2K2g8XQlG3KcgAY/HLyOYu8WRDnX9ggsBhb7kX0iP2dzG/E/6UMCsczUDD17ejXeK2UFwFAHLnC0CErcmKox4QBnqqvhA8eun3XZ9CF4xhM1JbDqyNrFcPpueCcJmrLsVGgz9cGEa06ibd2Hh11sxPJ+dBLhLH5fIk4f/fYs/G9eZUVxtEYW2fMsAIGSW6KhrOIc7WiEqewLjcHWjHP4L19y+Fv/rnzYbEtjTnfvRqr/1g3zxziRJ3rXg3Pb2+Gn578bKWfCGVOXx0pu0UDWK70NsM7e6syKeaayDfRZ84Tx5BO4f9sZV94a/dKTNR1tJdxcazvPXY1rA4Wzq2T9rk/cboB0SfzG2F391TYVj8VevMjYUvtRKh17Qu9+ZHIbiC5SnPJqIhV7zoQBupPxe/0bDoYNufHwnB9NOytfzrKYTy3gH8i8s5j4Toh13NUnwAB8zTdU+TefP3wjfAbp6ejjMmMCVW2fvngrdBq91DxNTrXvkd+/ecvRKDBvUNDSyL4E7qu3z4yF0GEne8JnSf3JMnCnPvVvlYsf4tzTbCBY78yUgDbFNBzP6Z5POT7EIhJ892oukcgAIf973zqF8PXD9+I4IVgyXTPWnh7Twn4KAhgadN4rQrWHbjgOpytLUVp3Hit7GFi+ZbZF8oyA+T8kzWfNZo5udLbrHSH9zoE62DAYQlWOrcpQ2AgcLa2FF57cC1+DsmvKz96LeNeSO3GWL4Y2SuO52CWgRIvM/5pII9Klf4eYAWWypJolAjsEyBh257KsK2SMHjhuy7fezK/EQ7Xngk9mw5WwIcbEjo/FWVGR4LV2Trbvb01siwLD3xiuEJtOvqAjrux6VA4XHsmLiIsZHQxJVpDVMN0MYsOCxT0rUsCOuLC91isrUP14m1qnEXc+SFEVB3dcWKeo0HkafA9R5cwaBgDU+QGA9bq4kSk79vRTzXXqXEyI4BjCGhhHzjlZ2tF4iMGFEOJg2HZAAaW41s6xt/jteUIegy07KBSHQcj73Oz8SYKxnc/enih0szQ4ISxUdYUh4acHMuBHCnn96VtRcIv14DKPHb67JAtbSsrfV1qNMMPHp8Nq4NlTsTXD98IPz352Si9QO7CeMzw4BjheC5uLaoEAYCm29Ws/uc/PxY+eKjMscFJm2vLv+yw2YEkD8WRa5J/r/YVLMB7+wo5EvkhdjzttM/2FTIeHLz0OpjNgs3b3T0V8zcAD/T5MOPBy9WwkGPxe61rX9wHsqwttRNhb/3Td0WaUyea+waAMd2zFq87LBnnSpTeYOXtPStREuW8EfZ7RbkxrqoF6LvSZlJSwHOhZy386ImZ8PXDNyrNH0lEJ1+CZ5370pIz7ltfr1dG1iIA5j1LqM51r4b5gSIvxHPl+4fx895zw81wZ7hVSUT3c2v52nPDzSjxenVkLVbHY59IpwC9MBfMwfUtrcggmh31+gPYmKgVVapgLQ0QfC/MtRmgc91FyWwHbyyD8nqRsiKWPJkN9vH8fDNm1llshT+bggr+dpK2mRIDJK+fHJefAE7nM2KDkPta3msbii3i89hCAnUAUUoHm7m3rXSBGAMKfre9TtkTBxvTipgn8xthb/3ToTc/EotXuA8ZbQKszij+7lTB6myd7V7eKgCkrL09UFkE3AcEJgPwwO8sMDQiHM0XoxbfutOUOUllWRgjqGT27yiOGRCMhiNBp/L5uKivl5iHcWZRNhAyKLEBMjhAquRIm9kBHP+ztaWKRMs6YKK447Xl8O0jcxEgPFZ79q59EbWzQeIzOGE2zi/vLBOZzRhwPmicof0NfuwgWBpmKQfygy89VAIc9sEY/yyQeLa2FBa3Fkm5djAc4Wacrr6zKOfKrAyOAPu+OVB0HQcQYbj5DA7caF5Ebb/32NWYy3K5t+j3QUUlyr3iqOK8rQ62osSCsTtiDUPx4o4iOuuI/ZXeIk+AxnCMhyg2jppzTHCim0OlE8cxcMDn+oveHxzTCdZcIyLWABCAlrX8jvb7XjuRz4Vt9VNRagWbAejAcXD5TBwIgAfvdz0wEoEJgMTJ6TwDOOYGUDiBHrN7gzgxm0aWAEzkgs8NN8Pf/sVP3dXMke/M9jXD9x+/Gv7hZ5+6q4M9bNObu4vPMRaYqA8euh3e2bscnTq+8/LOMpJvh9eAj7UJZpEx48AjISJRHunOdM9aLM1r1sjP/AvtzxOouDNcVBHz85FKjbgvm0MloJ3Z3Kz0SQHAw1y8OlLcTyuDrZjE/9LOYr5Yp3ilAIO5MHh2VN/X/rUH1yrPWwo8kH9xHrA0zPvFxlpcO3wtCJbYwTew8FpHsMRrNfZhQoEZsw9eFy15sozKElvsm7/D74Aa/odNZexmOQwkzPKTL8g+sIUEGT1G22xLqE7l8zHfw/9zFSyzIil78mR+Peyvfyb0bDoYA56sIxs21GNOSApOsqzWASCdrbPdw1sEIJ+4rz8+6I40kBQGAEkTz4/WZissB0yHIyToVVP5lUGHHXzTvwYOzhvhdXOgFZ7OF6IEwnkejiilzIIjfaasU6OQyrfMYjgC78gU4/GinsqYiHQbEFiqxTlghNws0U49DgsGcbxWJFZzXs4zwTC6h4kNoyOERN1SSZXzEqjXj2N7Kp+PDrIjgWY2kJ7xt2UQOF185mKjLE95RSwR8hazLDgSHz28EN7ZW0buAQ7Mz0s7y/yQ6Z61WPBf+m4AACAASURBVC6Uyko4TnbsXUaXaLMj2YzdTMh0z1r4zdFz8TozZ5d7m+FHT8xU8gRwKgE2OLycE0nDb+wqO3zjEI/XivyYlcFW+EdXnghfPrBYabTnHBP+JrcF6Zz19wZ4vE7nt8LO7rNhc34s5m2sJ7ly5TzWDgIYrogF6Oh6YCTUuw6EeteB0Nh0KGyrnwqD9dNhV/enosOUSuYsw3Fk/2JjLebHTK5zzjBQsBvfPjIXnhtuRikS32Nfb+9ZCd85+vnYlZs5xwn/q09djmWUXWHsueFm+PKBxdgYkes121cAAIIXDg7YGUdW5LF899iz4VeOXouMy3TPWnhr90rM8QEo8D2zp76HfI53hgspGuDLYGVUa8m57tXwxq7VmA92rns1vPZgmVvkZHDupan2/QoIu9RoxrK/nLdlsIyVoMlk+7z5v5kSxugSyw4COBAAk2rAzu8EEMw8sLZzbPbFT9gpxnSltxlBhtd3ByYsm0olyT4fztuAwfYCkLBeEM5gxt93oRbsCbY5ta+wOQAN9xFh3wZTZjicE8r5uRLW/8veuwfpdZ/3fS/AC3DOu/vuBYvLAlgC4AUCCQIkIZIwAmi1MLSr1cIQ4IUWWAGEF7dd7O19y4IFh0OWHLAcslRZquRopEqVRiONNNK4UuWxJq4Vaew4GacZ1+7ETlNn7D/ixmmaycVt0lwmqdv++sc5n9/5nN+uMkmc/IGZ98zs7O57OffzPM/3+X6f53HLfQMRqyZGesZj+24Yjur3tnICetWd88H7d3UlWN2lu9zjS5yEjqYyLfriZzA/EqedOtNhNsQ1IoCMNHOSDjB0FyXXSdg4YfQMWjCK0Ng4MrJIZ3tXazpbF5jbWOM4bKzJJnl/0gwTwTSBN9tnwFUqASCQ5rM4JksDDC68f6fyxSgzWE96hOPiWAi62aeUCXDGD+fE9nCwY9lCbNHrDN+VUork9SBbGc0Wwo0y++6A5lS+GF4c7sTvXN1Steh0BtSSJgIS3vckaQNIn4fxvNC20wJzqszQEkwR5JkNoOc/oOcXD/9Creh2eXuVKSYQTeeMmDUa1b63dxTafeQqJ7NCW//uvuU4bJDM/nSrYGNe3lW9zntkrFe2V6DVQTaA4q9/8mfDO6V8xQXbBKC8try9E37zxKejlIZAmWAqlWEdy66H7c3jUXrVnz1VYz9S6ZVfd+aS/w1E6I7FBPXmpv1hW/NYtB0Oztk3ZD/sJx2uqL1w3QvAA6nalcFi8OIPnr4cPnzsVgRrAAU+N1MWOrsDFAEscrm0bfFMXzt8+Nit8MvPXKo1GDhdslsUTnMPGvCbpYNhIKh/ZXe7dmyne1bCu/vqkqrJZlGrYZBmmdGpfDECFACvp5pbCnUyuxVZRMCAGUDP43FQjwxtPC/a/F4UkOKZNLPgwN1sEOsi8eAgnmcMNsW2Nl0P9w/7hAwOv4F9Yt3UsxjQOIHE91JwsV7CiOeda2kmA3uFDUiTZQYS7KNrdagjdHMTnwMkX+vVedinsh7Lsdi+E4L2AYCoE9l8VDykbfPtny27cn2IY4dT+WJ4uPlzId/0SG0OCAkMQEj6u1uE3l26y729xC5Y0JobNjRjdoHMZXPT/tCfPbUm2wHbYXbChoX3LdNyL3CDC2ewDBL8YwDirE6akbFUCaPPbAgbVrI6ZjZoq7ueg/lpTgIHbmkWjgPmwg4No26HyWtpfQpBoGsv0v1PpQIukOZcpHUD1ig7mGeyMfKelGEwS+FAxBlzSyb4ric1vzjcicW4FFdyDAYmbkdLnYwDZGcbcfqXBuoF1RTSO7CBrTjfqiZKT5aZ2t/6+FSsizjfKtiK90pJDYFWZ0cFMg0UnZk/17sa3tq7EhkNAM2lgXbU1KfZelqcEhQ6yLs00I7td8mWOkt+dUsBQNo7OjH7bnkQQIZ6iS9/ZD4yIN4HAhvA6PHsZni8+ZkwmB8Jg/mRyHwAKvgN0OCHhAYZy+zBfbUWvXweIAKzQi3IR5rTtWvGfcp1ndC9yLHd2dWuDZtz1hsp1NUtxbH/8zeGwu+OfyLcHi6ARlqIDlhx4M2zc7Z3NXzw6GLs0gYbcK53Nbzx0Gr4+uM3YmcxrtHK9k5kEUgO8Oym94/nxhA403GO/ZzfulYaxlwZ7m+YVYDBayP1uTCufTHQM5MHmKDei+fEDIRlTzxrADoCe/YFu2DW07YEW+EOU3zPtp0kBtfEiQhLmJwoeuOhYkYQ63DAzrNs+Zr9EuuiwJ5EA/7HAf5YthCubunEZ8iJEttuy8rsIwy22IYlrvhG1sv9ZCBkf5Wuk3Pp5Np6TArHxP7Zz7pGEl9vYIO/5ruWXrmWhJ89PZ+sdcCqgEbFgvC6E6WNLgDpLt3lnl0iA1JpK4fCxg2tmiGgDS91Eu6EhRzLxWepETqe3QwX+9prwMl6ci2zD2kmh23z3RPZfI3SNlAxPZ2CCRyD5QA22JZipdkfPkPG2K/jFE5mtyIj4O0a6BCUsi/OZjl7h6Oz87ADs3NyQJ5KHHCEZgGcAeS71ttTzJ3ui7Xap/LF8PKuKmAgCDG4IgjAuQMQkFLwXV5n+2cVbL84XLExzkA6gBjPl2LrVNbjmSA+HzAeFLOSKV/cVklHplur4e6elVisSxAKaPrXFbVeHuiE35s4FV4fWY0dgZBZ/dIzl+Okcq7LRBnouVjfQSCSFgJQAkvO33w5QHG2v6r94H0XUSOdY54I75nJ8XEcz27GYYOtzU/EzlcuLidIcAcbgwx+ABtmQ8h6uqVvf/ZU2NszFbPkDtA5VwSevnbU7hDUpsXjzA35/KOL4e9ffyL88cWPhtvD7ViP43XO9LXDy7vaNQkWgezZ3tXw4+dnwsu72jVQcrGvHT54dDH8+Y/ORlDDz7mynS73ogNgJwAMLng+zreqoZOAHbqXmWW5PFC1puU+dU3P3GBVrG0pIc8p+8Mzxv7cHm6Hl3ZWoOiNh6ruWQbmSPlO5YuxJsWyNScaHNCzHa4bQ0AtIxtN7kuOjWGfDvJt883qwPrAovGMmRk3KHIQbpbW9sc2lW1z3fg860j9FDb8fKtds5cGJ/xQA2iWIgUZqXQ43RYSKvw4n/c2/TfrnyoTAJZO27/jg9kmDAiJwrFsocaEkMC0tPrh5s+F1uYnohS8zn5U9oWOWMXIgG4RenfpLvfy0mo0GmFDozcyIOvJsejd/3T+whomg0yItZ2mZH/apPQUJPCaMzYOzG3ErU3l86lhtMFPjfGkgq6ZvnbtswCFo9m1GhvCPvH6pBwnDsoa2fG8Kk7nuMaSYyOQtRPhM8ey67EGwsGKa1Asv7DzYLtIGMayhdha1tlh3rPjtPTj6pZOzUnzviVL7Bv7ALvidY5lC+H9R6ps9PlWuyaL8BwTF+ry92SzaPWLMyfgeTabq4GPs72r4ZXd7Vo3HmpHCCA89OvKYCfKIPjsLx7+hTivYbpVrA9QAsiwdI7rbJkXAewffvp4WFGnJdb3j27tDy/vqtgOgrSXdrZj5zGCJoDeN564Hq5u6UQWw4CC6e+/eeLTkQHyNG0zIMi5vnf4SsyYW8pjtu1kVujCh5ujtbkdfdmhWhH5/fdti7/dJhP2I5VrmRWhDsQyrMH8SBhujoZns7kae+Uf9hV51ZmelfDlj8zHbL2PyxKq6dZqaO8oQMi7+5bD9aGKMeL6cv2+cuBmlClZFnemp+iEBaMBwJkpAchvnvh0HBzI9Z3fWhSSG2yY0bN8jw5bfHa6tRo7RHG9v/HE9dgljuPztHPsAvf66fJ55tpOtwqGDibSP87cA4iYxD7dKlgey/v4memrz5NxQgGgYVtq+ZRrlWACWY/PF3btzq5KvmR2wPaP7SFN8zU2czNR2m2e69n+dnzOUzkUTC7r9nYMkvi+mQb+Bqzgr5xg4hgNSKg3wb6bdeUcpcDLvoTPUxjPsdKt0h0G2YYl07Ac+Ei3y3dNif2bBw3a/zOgEMk2ccDO5lhkSQEdGzf21+KRaj5ZOQukK8HqLt3lnl5qACQdQujMQ2vzE7WBRhgQ6j4AGjYuABIMjcEHn7WEy4bKht9GfD3w4gw9nZyczTNAMWWeZqZSmtkG1dsiI+T1T+SVNIqAOAUUqfYWZ22plIEQ+4jkAAfnfSIw4n+cPY6aQPSbB6/VWrz6/JjlcEb5vYfr+0aWnqw6wbKzlJcHqhoQSyCcZbbsx3KhywOdOHSMTC9ZZyYK28nzN056brATfuWjF2OB7vlWu9aalOMj+HGBMsHsy7vaUSt/rnc1vLq7HX79Z6bXdCZyoGF2iACQacwcN1nyle2d8Fc+diZ0dlTtf9kHtkEg4qD5pZ3tsKD2upxDiucXtnbCd56cC1e3VJ2dHHj79+WBTvjg0cVaVt2siwPDI9mVyH74x736ARcuQkee5fcs2dr84J4ouWBIodvxbsmfjUGN2SCutcHA2bJm4+uP3wgLW6sBc2atOH66WC1v78TzuV7hOgG7B1USyFMHAXjl9XO9xZyRt/cux30wG2FwSdDL/eMAkPuL15BgsR8Ms4Qx4zzQmpd72+uhloTjm+lr19psm2Hi/iUwpiEEx72yvapRMSsHAGF7N4aqVtvYBNswnwtYj8nmcri7ZyWymLCRKZNq22kgYpvsDP5UCaRInDjRwfMLqzMjtgE/Y7aVc8a2AABmLJAeeR0/jbHAtpIQ4TXs5nRrNTJIlvFO5EuxNjBNPqWJM/vHNEHHdba/ZV0cu5UFVizg79aTNRMXuF7U8mvXi470jMekhrtvVr+rWITPdIvQu0t3ubeXOIhw0wMjtfqP+vTRoTCYHwlP5y/E7IalUDY0AAsbF0utDFZcjAZosUbUGRa+m2pQAQ50JCGzxN/O5Bi44AivDHbWaGcBLM4gmanBIGOwU2PtDJy/Z/YC2QTOmswfTjGVFsGuWJZmyRfbxQHgwC6WBdXv7luOw7eQB7B/dpJud0sQi0Odai6Hr5cTvHF+nEeCqSuDhTQkzcg5Y0qgZObEMiaCTIIr9tlgyH/zmdn+gnX48LFbMduPVtzyNGeFOfdkYWl3ShB6e7jo4OPCfsCQgwyCdgK+i33t8P2nXogDFAELK9s74UfPXYgdmyZ0fg1AOCZa5n7nybnwuYerCdMGT7P9hUTmtz4+FZa3d2IRfVonYUDjtq78WMbH70P5bNiSPxsLz2FAaMULkMge3BdnfTiTmbbQTIFJc9P+CGIAIYP5kTDUfD48nb9Qk7sAHDkegwW6hCFtcw3MuM4Dkqb2jk5ttobZklN5IWVjngfX2Qzhy7uqQNwg4+qWTvjS/oVYgM22DYZtIxw4cl/7+T2ZFXLOO7uqeqvp1mr40v6F2ESArlNv7622N9NXgFKCUxgag4rLA53ac2Sb5nsblmk8XwrtHZ3wzr4KkNEJ7GR2qyYfZD8AWGTfWb8ZXJ597tn2jmJ+Dvc4oIpjmWwuh1d3VwxIygA4SD+VF22/Degu9rUjOAIM2QZS+2YZrhkOy7BIjlnWBGu5XuDvz5rtWI+x4F7n3Pi99FxyvJxXkl4GECS4LIUygOCYLUEmOejk32hWSaqsPPDfqczacYPjB74z1Hw+Aov1hg9u3NgfYxHiky4D0l26y7291Lpg8XDft3EwbH5wTw2IbMmfjXSxWQxTrYARDJTBxeWBzhoqNjVcNlZHs2thPF+KwMEZFxt7DL0ZEtgLU8YGNTa251vt2joNFMbKYDNlRiYSA2/NbErbp7IxjsuFfQ5qcG52SAReKYAii+jgIZUkjJYBRHtHJ2b5DboMlHB6AKQ3HlqtgRtYCvbXsiOcHsEI+8I6XQT/1QM34yBCgmicNesCHPAZ9t9ZUJ8bjo1WtrA08wnr46zwZAk4LCu7PFBl0M/1roZvP3k1vLmnmqVBptJBiYM4AqTp1mr47bFPhbt7KjAz2SwkP6/uLgqfPQn9dM9K+NzDS7XtEPxd3dIJvz/18fA7JyfDyvYKIAHSqFX5k8XHwqu725FVsnSO4yU4vT1crzcx6PW9BwMymB+Jsz8AGs5G8p5BBcACPTdzhgAl7ojlLlitzU+E7c3j4XB+KQIjgHUaiMIIXB7ohL/2iYnwpf0LsV4mBRZ8frpVtLH92uM3YrtirxuWpLOjAomWgU2VWXoACNdjpq8Y7vgHZz5Wa7+MvI5J4QZ7lvFwDxmUw4i4s9tMXzv86LkLsTB9qgQ4dHQDTPOMHc9uhtn+dq0FNaAtfU6dxff5cPe1SwPVvBESAxP5UmxrDMtgOaZZVzOvvHa6ZyUO+1ze3onzV1zMbvtwe7gdbagLtZ3FJ4mE3UDyODdYDKPkuTD44HMGGNjwk9mtKHE0AICp43jO9KyEL+6vF5fbD7je0cw7zxw+EACCHbCECr9k8IXPw57ix5xgSxl+b5PkFpPS2bZrP53Qc3crvmMVBMzHyexWTfFAvPB0/kI4nt0MT+cvhOHmaExauJbMdR9uz1vUqnYBSHfpLvfyUuuCRa9ta7kJEvqzp9YUoTnDcTC/EJ7N5sLh/FLtc2ZHzJa4Ha8NHM7SrAJZI9O4GFYC0VE5EQwfNQkpEzIqo2tgY+NMIZ2lSuzjepmqVBLk9sJs3zrg9o5OdE6ne4r5JbS9ZT/SICVlW3CKdkDOXuL0XZtBoTVBD06AjNx62mg7SGf/ySIa9LA9Z9Et00J/TuDN+hxcnMoXw6WBduxgNalgysfFted7aKXJaiOJ8eepe4FxMhNxtrcI5AlKT/eshLt7VsLLu6qORiezW7Xgysfu/wlCrg91YhYTAPL23uUozUIyCGuC1pvjPlPq7t/auxLe3rscrgxWQScyG2Zb/NrR8+HF4U6tsxcsAds43VN04vrcw0s1IOOgmGt4IpsPh/NLYaj5fK1AvLlpf8g3PRLuv28oFqTDgJC1pL7DICQtRDcgYZ1DzefDlvzZsLM5FoOX0eT+MEPE+Znf2gm/9fGp8F7JElEnYxkaoPZ8qx0+/+hi6Oyo6jQc+FOz8TcmT0a2z9Kv8612+N7hK5FFQpYHAPlLf+5cbfI3gOXDx+rsRip349kl2GdfyNjzHl3ReI5orQzD4X1lGzBfPIdIp7xt75cByWx/NdiU+8fPOc8eYOFUvhjmymvAPZfaUeyNQQT3KawOr/sc+XgszUuDaY6HIJrvAsCo77NEFhvrVuPYbgMMMwopuzGaFc98p0yYpDWL6W/smQFIyh6PZgvxPlzPF6Qggxb0fp9zlcqXU6mZm75wTri27nR5PKvXd/JdJ/vw804wEgswsBifP9wcjdJOxx7rdcMiUdodRNhdusu9vcRBhGQyN27sj/pKAoZ0EKHp239dkfl6VKulW2RO0l7h43I67inOZywbIrsCOLBO9WhWDEE0Y5LWYqRGF8O8HjDhPWeWnSkDXNipeH2sJ2UqpprLMeNk5+Mg3mCATJcBkiUCBiDO/uFUkXoR6OBgAQeWQLF+zjnHSwDvYJnt27GlWV62z+fNoBAcjGVFj3wKzyfypTiXwCAJ1sWAiew3bMYHjy7WpF1mQN54qBg4R6A0nhcT1wmAZvra4VsHr4V39lVD3CbypfDuvqqBgDPGrMOZYoLeqVJONb+1E/7isZ+PwOenSc4sMTrTU0iLlrfXuzwRWM/0FfKev3v56ShBcm3LRHKOz7eKYmkKm113wn3NPesJ6LTh7c+eCtmD+0K+6ZEa2+HkhYvOXahu9sR/U//Ru/lABCAOwLj/OAYAHa2NXxtZDT967kJ4vZy3kc69cYB7aaAdfvD05dhswDUEfPbyQKd23X3vTbdWw9cevxELswEZ53pXw+cfXQy/8tGLsZUu1/FiX9VJys91CkDYXzMyF0vGiv043VOBYs4FxfUGkrCR3I9+DijUt5wxlX+yP9gEy/V4pnmOyfxzLl4tm0EYBGOvLEG6PtSJ9o19YzAkzzT7h20hccE+eeirg+7R5LnkO6fyxdhgw8mbMR0v/+MDaLjBkFLbNZ4VOjM6kcI1tJ9xraBtJq8bBMJ00FXRthp/gCphtLSb+ET7HDP87lp1MrsVrg9VTJm7U9kHppLo1J+TFDQDwrYmSiDmInT28XB+KTybzYWdzbHIgKxXi4pdKd4bKkcG9HUBSHfpLvfwUhShb+grgcdQra+/W95RhG6pFMYHQ+oaDteH0D3LMihLtJyxMUAAPDjDMpot1OpN2A9ncAAtaVctDHa7lFZgzE0tp3UkdtAYcYOLlA3BAZout0SM71nOsby9U3OYOD4cDgEETNCYHBEgzEGEHTUB0PL2Ti3bnYIc/qY401OOOQ84c4I1gMTitkKznUqRfDyArJPZrfD6yGoNsOD8JhU0U7TN/lPESgaazLWlWyezW2u6at0pteTeFoENmXB3DyIzfLpkFn79Z6bDj5+fqXVDQmaCA/f5ZxucH4poARKL2zrhD858LLbnJSh00OksOUzOpYF2eHtvBWpc00A74W8evBaWt3fivvJ9rgka+5m+dhyM5yJr78OY7uU9PZ8Mrc1PhP7sqQg6kEtROAqjYSbErbwfvH9XLDpPJ6TDotCKdzA/EqehE9AZIDi4g3m4PVx0CmPYHIyHpVecr7nBTvjzH50Ns/0VAPNxA0SpJeJas/2p5nKcocL3WM+Lw5018rZT+WLspsa+cH0t/SGIh+3gPrg80Kl1sDpTAhC2T12Im2M4CB7Pq25zaZDvzH8q4+Q58X16rpT8mY3gO9RaTDWXw1t7V9awj6mNHM+LmSeWkp7I5mPLao7NgfqYjo3XYXJsb/kfQHW2txg+CWgzk5uyEW88tFpLBHl/saHYNct5/cw44cJ+4v/47JmS+Z7Q/eUfMy0G4sey62F+a6e2j/yczG7FcwrbbzuMX7RMmHPghJyTen4vBTWWUsOwwG54XWnN57PZXDiUz8Z4gSQHsivYDsAIwwnpztllQLpLd7n3l8iA3H/fUCz2AowAQPJNj0QGxF2v+DstUrO0Ki06O5xfqrEoABoMpgvd0s5ZzsIYDKRMhoN+smMYTQfTOAJ387AT8ffsqFhvSq3bwZLxM/AA1GCsCVru7GpHJ+H1mfYnWDGgsuMmG3kqXwyv7m7HzDCzAciOEtDbuVoagYMnI29WBqdpGQyyLM6P5RCsP5VKXB/q1DKc7A/Hy34ubqvqNwi+TveshO88ORc18Q4cTveshG8dvBbaO6pA742Hqgy3gxfr6QkqjmRXwusjqzFQv9jXDnf3rIQ396zUpkZTeGvA5785f3zPspErg0WRMkxLWiSOXMXMEq1Pf/mZS7F9r+cM0EL4WwevhTvl7AqOgfWaNZjpKyREL+2spDUE2akU63h2M3ykOR36skMRIDQ37Y+tc/NNj8SkBeDD3WrMoqZteF0D4gJ3CtC9H2YICJrMAL29dzl2Fks7QKVs0msjBYNBgwbuBzOHdGRzm1quMx2yXDvCdfjcw0VzBkAi78/2V2DUx5PKi2b62lG+w7VgrosByJf2L8RjPVu2Yb5SzrSxBIvkBUX33AvMpkmfVwCfExPUloxlC2sKuHmOLakC3HN+uO8cDI8m2wQMjGVF21wH+a5XGy8B9Lv7KuBuFvhUvhi7M/o7JIUA2+mzi91FngYzbH9xMrsV3nioYLnI6lv6atkS67S9djLtVL4YVrZ3InjEttnO2Watx4z7f/se9s1g7Fh2PcrOzGqwjtTHOdlo0AHwsNqB90ezhcho+MdqCM8BYd2wrJ6EDghhmKmHE5Ic3dDo7QKQ7tJd7uGl1Wg0ahnLTQ+M1GaAkMXsyw5FEIH0CmMCU/FcdjX+bfYjHVzIbwMYDykkGMZwmZ0ArDjrktLMqdYWA2vQQt1FmtVh3eP5Uq0wjy4kDtS9ny5eh9a2A2L/U1nSqbyQwhCUpKCF/wmOHNibjjcggJmYbhVF2c6qEfR6netJuJBB2YFS4Egm+Y2HKhmEg3CCWZ8rZ/W/8NitWOtAsEKmj2OYLIN1vndpoAIKBGQwPZazvLK7km5NNZdjDQZO39KcyZJ9QuZxML8Q3nioCvZgUAA0BHXunJVmOjl3E3kxBJEuWARiM33t8PrIagRhvMcxU6Nixuls72p4c89K+NNv5+Hzjy6umc6NFOnF4U5o76jPeyEgJQgkALs+1AnzJQiyVMfHZNkjnbC25M/GQnQPIzTggO3w/2krXhebGoQwcR27wnW1TMwAjRa875QzPejY5M9bfnW+1Q4fPnYr/PIzlyKQs9SHH0umnOEmOKTOhoCRa/CFx26Fl3a2Y40C5/z2cNEcwBlxrrOTCe76xL7P9FWtobn/vnXwWjwH063V8P2nXgidHZ3acfhZ/f5TL9TqfhhuSHBroAcoO5HNx3oTzvvdPSu12ToeKsr9OJ4vReYRUGXwCGtg5pDzlCY5AGxmCM6WLY1P5YtRcuSEDbbE9pNn0utJmXH2EfuIf7D0daGc52IbfCpfrDH33Cf4AzPzKePFeUtleEjV8G+2qU72pXLhFLA9m83FzwCqxrQey72wjZPN5VqtBwBmPRXDs9lcmO1vr0kaOjGZ1m86Ecnv7c3joXfzgZoUnEQoiVHXgTxw/45uEXp36S73+BKL0B+4f0dsdccP/1OEDniwvjPVezpzYiDirAndMKB33XrXoGC6tRoBiFkWJFbO3vCb7zt7xPvO/thpYThtLMkC4Sww5KzfWXuMr+l6PjvdWo37ZpCCLCCVExhcOTOHI3JGCwfiDD+OjG5V6JUJIGhR6mwkzoggiEAH2RTH5SCbTCHbI+B1ttAyCIYPAgLSgNJyN84JdR/j+VJ47+FKw53Kxvw9BtHxPYbFWduPkwX8OLB7aWc71kZM5IV05eVd1WcIupy5/mkyLGoznHW+2NcOf+VjZ8K3n7waC0v5YW5IKsGayAupytfKORcEqGPZQjiYX4izMF4bWQ0flNPQJ3TMPl6CQjqGuVuUg/sUhOztmYoMCAMJKUynwHzjhlYEHbTiTUFICjoYcuo5INR/WF7HsXAtCdzO9hYTxt/Z/ke6LQAAIABJREFUtxyz7ino4IeC/e8emgtfPXAzBs8O2gEYnR1VvY0z7ZYlmdnjnL7/yFKtdolg/+291Vwb3yvOvGMTuGaAh88/ulgboDndWg23h+tT0GfK2gTfN9wjk+U+cLyz/UWLaNplp8/g7eGqwB0gDThwzQzb9zoALmeT88MxW6L08q4KbDuJ4iGM2AnkRNiPq1s6NfthFmQ9lmU0W4hNLbBtlk2xbaSgTjDx/RPZfGQpOIaU/XZSDDCR+jXf22aA0uMwMAWkuH7DUir8Bsws7xmA8Tq+jWQi54B7hiLxtDMkfsJKBNddnsjmawyH1QtORJJE5H4Yz5fCYH4kSjSRWBGTMBek6sw5VBaidyehd5fuci8vEYBs2NCMDzpZB35vemAkbGseW9PByv97KKEzIIfzS/H1p/MXahStg34DlTTodnbJNPaJbD46w1RGRRCVshwGNwTTGNNR/e8MkaVYrg1JZUyWDMCw4JS8fWQBDvRHy2DSDsHOCJBCcIITGs+XakWEdmTIRcieOcPJfjrzR8aRbTAR2CDPGeMrg514ziiWJDDh8+wXQQbbN1Ng+c+UgAnB2MnsVrizq10rPLV8xRKSG2Vmn+DHtQ2ne1bC75ycjAzCqbwogrXM69VSq488hUDdAMQZc18bAy6YrcVtnRjIIYv7+uM3wvcOX6mxOrAfXzlwc03NCvItt5flPHAfnelZCa/uLoLrG0P17k6+pgaA1BY4SOf4nJEl8BnMj8Qp6K4DoQ2vu9d4Hkg6mBDWxH9TYzLUfD4czC/UmD0fK8dBXc25srD/9nC7VhtkORDsDx2cfnvsU+H1kdU1Bej8Rn5nIMD1nWouh/ceXooMCPcCIODHz89EcMB+LmzthG88cT3eU96WA28+DyPFdf2gBCAE/Od6V8NXDtyMz/FkcznKecjy+x6lbongdLq1Gj587Fbt+bLUCGaI8z3T1462hf0ACJ0tkxCwjTxLrJ/rZtkottvyKSctXtldsUuWshJo23by3Du7T2BrQMDzP5rcVyRoLLdify2ngkGgxXdqF7kOJGZS+ZfBh208/yM5TKW8Bip+zVJjy3sNqvChF8VAuYFMWnCO9CyVPGPXYI3MwFiGhS93DODOl1ZN4P8vD3TCsex62Nkci3LOqu3utlodKpIsakG6NSDdpbvc20ur0WiERiOvdZjgQXfGsj97ak2RuTMdznAcz27WgMd69KsL2W3IDDhwKmR3zKyYfnamKq1pcAE7602NuTM6afaM9aeMix2Lt42Tc4tLgnDLtZD3WHqQUugOCnAOBNccDwEWQMCOgmJVy6twlKwDx4TjujRQddeZK+ddGKxYZmHmheyh129g4wCYgW18xsEvWdrxcvsEBATrzrSux4DMDRZadzMABF4wIATkE3khFaGAl+496fBApDhpNpfzwjlC5sXnrgx2wusjq7VM9aWBdvjhkc+GP/rM81EeBvBiejvnalznDLnYi8Od2jUgaKW98j+4eaDWNng8+WwqB6MwmuNfD2DxPO3p+WSUYnkqOjNA0j7+AJL12vBuemAk9G4+EHo3Hwh92aHYAYtEB88Mx+/7jHNJAf53npyLAxqRlE3qWGB/plsFW/Kj5y6E9o56nYbvW2ZkOLsOCDmVFx2UCNC57yabxcyZrx64GaVgnPsXhzvh7p6VmvzP4NL3kEEPwOb1kdWa5AtZlGtC5reurRuxNBFGBzays6Oz5p520GpgBSCAleTe4L72OWDfYf74nBMR7KPBh8EB9mc8Xwov7azq47DLXDOujW1TyuymAIfPWe7kREkq32J9+COezzSBY7DAdeVajZYAHntrVoV7PJV7Wa5lpsT1FlYF2LfYL6Vs8Xr1lAZ3VgkA3mBblrd34roNLgA03qdU8UAs4MQjoOtodi1sax6L8m9shaehV+14DUa6DEh36S738hIZED/onjpKh5vB/Eg4lM9GFsMt9ZAnYZwMUDwrJC1C4zcGD+MFe+BMDsaS9RoQ4IQwmtD1pqqdocHhYJjd6teZLzMhOCW24YDb7MaEgpLRbKGm6Wf9R7NrYapZFJ/jeAmunL1zQD83WHXKsjMay6rOVWiX+S5Bl7O37JOPx+t03cDy9mpSMvtCd6rxfCm2BuUzBDupg2YfARTUp6SBAZnck1nRDejtvVUQycwGy0DIhrL/OHwK1C23cKYZ0HMqX1xTLHu+1Y7BHQHW7eF2TZdO0G/JhINI1j3TV3Rm8hC5862isP23Pj4V5garQNZ6fcuMphQgz/a3a8MKnU2fKrPcHz52K7y9dzmCKjNNY7ovAFev7i6mbHtuRiorc5D3ePMzYUv+bE2GxTR02AxPSPfcj5T9QHZFa9/B/EjY2RyrgTizDPw/Wt7LTHSnvsJskoGdu5rd2dUOXz1wMxaYEzjzzJ7tXY2tfCd1jQ2WARIG4siCXhZTx30y3Vqt7R/rc+DH/ZkWzzOIknWezKpheJyP6dZqBLM8i7YFsCZc38sDnfD9p16oNVLgXuLzPFNnVazOtrkfkWnxvdNaH/YKIE8gfDS7VpNcsY+XBypJ1Suacs69xw+Ay/tqW85zMaH7Jv0cDAXrsg1Mk0sO3rFLvG/gwf9Hs2s1FipNUnlfXTM4Wj7fBhlOsmGv8WGWtPk8TjaXa5/zPCt8YLpP9t2WUhnspAqCVH7F/q5XoO7XUEKYQaELloHHA/fvqA0wrepSq5ll3SL07tJd7u2l1Wg0wsYNA7W2uxs39kcqlMCBInSMzZHsSmyj50JxA4xj2fXY6cIsiGtG1qvxwFhi4FNal+9iTG1EU7mTjSvtgCkyX+/zziAZgBjE2PnAJDhD58ybM9muAXHm0UH0eL5UY39wUC6Ct8MhCB+T8yGgGBMAomjTwQ7BlEEX2yOwsFTAxzaeV/UTBk/OCnKOTmaFHIMBkwRvDgIIPtB/kwnlOAi6nEE2ALDMAs06weHdPSu1wI8gYKJkVmhPCjB6aWc7atgBIBQQ8z0mkjvoM8BBlnZ7uB2H0hHMuRPWmTI4tjwqbe8KeDzdU7TxdUDONZrQsf/k6Gdi0TKBnBkBwNXpnqLlqztrcT2dIeYe43rtb54LQ83nQ3/2VOyExY/ngPAaf296YCTkmx6JrXd7Nx+I9R+tzU/E7lfjybFxXs1+nCvP46//zHR4rWxpnHb+AohQ+9HZ0Qm/c3IyvLK76A5n8Mf9c6ZnJXz30Fyt0Jr7DJaKWgueA9ijl3a2I7PCe5OlBMs1EdgXB6OAf2ZnsN6XdhaACbnU6Z6V2GqYfVvY2glzg/WWt6d1D8F48CzRYtvHzbU+nt2MEjAkrgam3FdmllKwOp4vxdbWyL9sG8wW8MO+IC8DZNumcv95fxZK5sfZfoP4c71FHaHZobTpgu/1U/lilJay3ZRJsI0zK44dxS76fXxLCj6we3zGMmMDL/s3J7TM1ACeTmbVHJAT2XwELN6GZcl8l8JyszX8tq9mGK+bxDjxaJWC/ffB/EJUPxikPNz8ubCteSwZUrqtxqS6HS9ApJBhdQFId+ku9+oSAUhV7FVJsMhAZA/uC33ZoVpRmms/XBhu1uNkdiuyFdaEphPRcTTOlmDoMJSuD3ENSCqFsYwg/ds0tTNKzhilVLiNsw0+Bp33CP5Tp2AAhEHnb0sBUtrc+2UJFutOJQDexolsPsz2t2vAwNljgiEcYLpfzvpyfs3MOBi0hMUyGdbLdphYTRA23VqN4MRzBZa3V0Xi7vzD/xM6Hpy363/G86UodyFoXN5eFYKnUqmzZWE4AfnlgU74/amPR9YCaQ0FyVy3t/YWYMCZY58DAt/PP7oYvv/UC7EFK12bPvfwUgxWWQeZ29n+dq3GgPeoJ6DI3gGta0w+0JTvKQVradYekHRjqOjWRRDvAI+A3sHgsex6GG6Ohp3NsdCXHQqD+ZEoy+rdfCAWjCLPosbDjEe+6ZFY99G7+UAYzI+EjzSn4/NqgG42A1Zgpq8dXt3dDt95ci5c3dKpMT4uvAdUXBks5nr86VceDC+XrYpdqM5nz/VWANRMBeeAAu0pBe+c+x89d6Em3wMQv/9INWTSAacD/9GsYBRo8QrQ+vrjN8Iru9uRqZtqLod391UF7eMliAagGKxxXMyR4Xx6joyz9X7u03uPZ9ltojl3TgDAkr67bznWj8xv7dTYAJ4TbJuBHi2FueawKrY9yM0s/bRNvlJKR7ETJ7L5MNPXjt28xnV/+Lng+F3Pho1iH6b0HdtrJ7u4vqkywME+g/t8/AYITsD5ddbJfYlvdVdIXksTS/YP7EfKFJnRYD8MMOzzXQuSMh28lhalp8oI6kQH8yORGfX8j7QoneY4920c7DIg3aW73ONLKcEqCruqHtvbonab13s3H1gjp7IRwUilGRCzFwYA7ojhLMqR7ErMuKRtAG0QMcJ2UGn3KGtYDUCsf12v3sR1H85S4mRwRKbLnU06nt0MC6XTTcGFnQCOjUJlOzH2gaBisrkcj+dUvrimaNKMiZ2MnSpOmWm+fD91kDglZzsdYN/Z1Y5ZTgKx2f52LSjDERK0msWxzvtkdiu8tXelFjyR+aalLMyAW+bSItj7RcC1vL0+Y6O9o1MLxM0YXd3SCd87fCXM9FVTyz0hG/bBBfkTeTUM0eyHzzdSjxtDnfDK7qomg2LyL+1fCN89NBcuDbRja9TTPSthtr8dfvTchfD23uVaFyeC5RtDnXCxr10LQC01O99qh1d2t8MbD63GYXNmBQg22JczJeii+N4DF501NigZK5/PvT1TYVvzWBhqPh9lVJ5o3tr8RCxGZ9AgYKN384GQPbgvDOZHwrbmsbCzORbvPwfRDpJd93F1Syd87fEbYXFbJ0qByKITJHKMsAbvPbwUfnjks+H6UP07ABbWfXu4kvCZAfE9b+aN806HMge453pXw8uSuLEeS7C4f9lf7uPp1mr465/82drMmLMlqwZrNpEvxYnsLig3iLsyWM0A4Vy41sgBLfc3674y2Kn9D5M6ntclmJZiuibFwMQJG2wu3709XLAks/3tyD6ZGR7T75TBMMvg5xEw78TIRJmgQMLGcXNvw5Y5wGcb9gtmXZx0gg3HFpAoMqNhH2Amy9IubL99jP0fn7dfIbFiCbF9ov9n3508sX/2MXEMAAjWgbrBr/E5J/RS2TXf4fuH8tmwvXm8NoDQc8gAJB4T0O2C1V26y72/RAbEPbZ58N3Nprlpf5xwmtZjOOuBhCg1OM6IuOgc4+wMC8wH23KQ7/U5w25w8HT+Qs2huqiObRLw2oGlxt7/p9uw0bbzMXNioGF2xc7ImbbUkZLBH5XTxUnR2hAtNk7PQAIHcyKbj3ImB+Epk+IsI86Y82SZGcHOlcFK+oF0iMDM7BEBDsHAeBnIEFwSKKeSl/OtKhg536o6SqVAxfUn43nRwYgM90S+FIMvB+sEVLP97fDmnoI5QMvP0DgHwQYgADrmKDjASWVT51vt8O0nr9Ymos/2F4PU/vDTx8ONsmCZQGy2vx2+/JH5OCTQwSzSGYbouRid/WT2y9+YPBk7QwFwfO353plSzvS1x2+E3x77VFjcVk34dvG+gSXX+Gh2LexvnosgYkv+bI3VoGMWcivqRvqzp0JfdihsyZ8Ng/mRMNwcrbXHZh+pwUGmxtTzK4Od8Pbe5fD23uXa0EWOi2sAODjbuxoWthZ1DwA4gImfialmUYPk2S1eF7UcaeacgBtg4BqUc+UMF4C05T6W/YxmCxFIABLPlAXggI/T5fXvJLNe6HDFdh2w8+xw/870tcMffvp4aO+ogAXn3HaD/fLwQp8zJspz71Oczmfc0MBd91K7B7iFcaRWx/eCzxf2gucL+2iZE4DHLY05Jp7dFGDzXntHJ9wYqoqtbZe57mYaUrYCcOL/0wSPr8+NsnMY58pJJpqA2Ef8NEbDDUXwWWz7aHYt7m8KZjivqf+xf/PfaedLd4U8nF+qJfkYBknCke8cy67HJjUwNUPN5+MQQteAuDY17Yy1YUNfF4B0l+5yDy9xEjoSrM0P7gkbNmQCJEUdSO/mA+FgfmFNATmghCwIBggKmkJ1sif8RgvKe2ZJAArWkVrKlYISZ4YMOHAqBMGmjXGIKTPi18yUpKDC8imyS2x/PF+qSTjGynNhoPJcVg2ZMvuBE8GJWRqQZhOfy65GB54eK1mv10cqvTpgy7IhHI5lbHyWYMrHbhkPsgbOAdIFy6K8DQObbz95NQZQDgKdjSTjS/bbLWORtDhgIki4s6sdpVzj+VJsUUpw5za8p8tid08Fb+/o1ORVabAFUKBI38xAysqcLpkbS2iQpfzk6GdiW0+CbSRhc4N10ET2f2FrJ/zwyGfDfCnF4r5w0HpjqBP+3tyT4cPHbkV5joGXgQhB8usjq7E+AnbAzIcDOe5BgpKRnvGwvXk89GdPRRaEvwEj/N3a/ESUbG1rHgu7e07VZDkuGuaccN6mW0Ud0Vt7i3bKN0rZGIHmVBJU8tpMXzFD5eslcOPzrgs6md2KE+cvSupnNgbmxaDwVF60Of3wsVvhnVIaxXM7WbJdn3u43jFuVM/aqNb/8q6KXQE4Xd1SSbomm8vhKwduxhkm3C9XBuvMC/edpXs8a9OtQuLkjlxmigl0+V5bww3T4aE8T6NZnSHj+TID7B8nPQx2eK65B2ybsOecd87bhO5Fr5/rhjSWe8KJEOx2yq5gj9m27wFA+XoyVj7nNrxk++1TUimUGSiDQY7JIMFqgPTcpHJibK2lX7bJSLDsC2ArfL3SWk38N0lDfBc+zR2v3PnKbAjNbIgftuTPxvowJ0BRYMCIeCBhdxBhd+ku9/YSJVjOLEB5ko24b+NgGMyPRGOBQTH7AfPAZ8h0EHjzOpl7F6qjhyXYd7G7KeFUNsUPtLML3dOWh3YAfg/A4QFPdlgp7Y/DcNcgsx9ptitlVwyu2CaOy8ErwcFbe6tAIt1nHBRZbO+fnTSOmwCSoWQGOmYrYFScsU2DRL5LNysHHEwK5lhwomnnntMKgnCilgzwOYKhzz1cgQhnR9k3gr4rg53wwaOVXp0Wreyni29P96zEqdAEaTA7tEceLwMuB63IpcwkmS2wLOz6UCdKrQgkz7eKGgaAhovKyQiT2ScQJ7j53MNL4asHbsbtuxj4bMnMdHYUTMkN1XZ4NgXPDK8Dir795NXYRpbzacaEYzRY5bnb3jwetjWPxYnp25rHQl92KAIPmI++7FDY3jweDueX4rlaD2hz7NyvVwYLOdsvP3MpXB8qAJiHeVqG5aB9pq8dfnL0M6G9oz5Hhe9xDl8fWY0ZfwNxB76+Vpy7i31Fofj81k7tWk23CvkVwboDawM4Z/bNuMDcwH7M9hfHbpBI5631ZsdwTkiGTORFvcibe1Zq8kEH0bZ7lwbaUW4Je0KgDEBiW1M6p7Qwxjan4AA7axmqEwusC4DN8815IikB2DOgMcPi7neu/6DxhtlvAwjvr7dvpoLXz8ru+lxgw/Bztv/4lxT8OMGV+hAH++P5Uq04HNuZMiV8zxIwy7WoXeQ+tH+yP+O1Q/nsmk6WbP9UvhgThun77n6VzhGjBmSo+bwK0IdiLQj/AzwK5qNZvNYFIN2lu9zTS6vRaMTOV7AgaC3dOrN384GatIouWBiS0WxhzaAhQAGAwzKqdD4IRhJDSWBsuZJrR45l12vBH8bchhOgYD0qoGZ+a6dGsad0u2lnAnoCZAw9Dor1p44D58pn2D9aARP0m51IHaGztM74W3KAY3QgzKTg49nNGEg78J5q1rsdOSuLgybgYlvsJ/tlpzyeL4WvHLhZk0X5nJ7I5qNkaTxfisEgAdekAij2ixoNvkOdxmSzPpzMMgUCpW8evBbXf7Z3tcZ6XN1SdbAiK+waDYq5LetZ2NqpFaYbMBjE8WMp0MLWYlI3oIvJ5VcGO2F5e5W9ntL2r27pxEw19wD7t7itABfUI/AcEFwxFO/tvUUGG+DDvrMtglL+v1gyWvNldy7LaVKJE685IBvNimGa+5vnws7mWNjZHAutzU+Ebc1jYXvzeNjePB52NsfCwfxCTcvOteOH/aFzGGzTnV1F8PzuvoKB8sA8ADDfN3C6MtipTTbn2TJbcr7VDr/y0YtR5udryw8BuO9ZWgF/99BcrI/g/rgy2Al/6c+di2DBcivuW9efcCyWJSFtGi/X94//oz3hld2VrG55eyfWabDPSJS4H8wMXR+qhk86aAd88Kyfyoshne66Rr2CkxNsx8E5ci/sieVKfmYN8jgnZusM2Jxo4Fpz7rAz69lQgzFvLwWY2LOUjbaNJDHDtgAD2CKuLeeR75klSKVSBkJ838meFDBglw0MzOY76WZJlddtMMTxjOdL0bemSgZLzey7XQOSJgUBHPz/dP5CDUQ5mfl0/kINgHgmWVWQXnXoRCreBSDdpbvc20ucA+IaEPSX9Ozf9MBIaG1+Ys0sj0P5bMxojGYL0eCgDWVeiA2bu2HAhmDsXB9ih+L3DW7IpJFtc9bKTEDKfkAVOwgie4Nxt97WWUq2g1PEmZmVcObRTIWZGDuv9YoNcQxIJRyg2Ok582aH6UFqOE47WxzuaOLoeJ+A4q29KzHTyPos9ViR1MkO35ITswHWzRPQEzSlEo7xfClOlT6Z3YoaeY6b7CPni22fLWsazgpUkDUF9PFZOl+5u9GZnpUYuBNczfa3Y90KwQxBMPttOQnbGs+XwuK2Tvjx8zMxQ875melrh187ej7cGKoPTqTd7t099WtuGcjC1kKrDkAxk+CWvT94+nKYK9u2ulbCjIH/phD7ymARqM70tSODYhaF851ed99nXKe0wxoBqe8n9gvQyzFQ3P3Lz1wK/+DmgfD6yGo872Yb0uPg3J/tXQ3vPbwUAabvQz+nr42sRjBoYOXCbdcVUY8yv7UTfvXZC+H3Jk7F1r4cw4eP3YrDRh0Ep88E9/bFvnoL3ld3V62nAQB31DIZJs4STK4L6zdDNJ4XM0DWq7dKv2dWg4Aa1hRpD3+7o9ZkKdvyPTGa3BOs2/aBxAeDVk9mVf0b749mCzEJYebD95Y/7+9xXPNbO7EBxuWBTu3ZOZHNx3oV1wvCLpsRtsQKW4Tt57Wp5nKt6Jvg3/tEZ7/FbVWbdCeCACrsj/0S87JSf5QCDbPbZkJShsdtdZ20s3SZ113PaVXCegMKLbk2MCE5+XT+QtjePL5m+ODGDa2aHCutUe12weou3eXeXtYAEArPPQ39/vu2hdbmJ2qUqgvRns3mwumelZgNSWs3UvABQLGUKzWI0NjO1hhAWO86JmeUsh0E8mzDbXidqYfBMKCwXtkZIGexRrOqQxWfIWDwQEUMvwMyZ3+dkbQDIbh6Z99yeHlXvb+8M1QOzC0hA+AYWJztXQ0vDndq2UuDvbGsKuCkuxUOHMmXmQzP8XDWk2N01hBnOFlm8jlXZDsJxgjaVsqOVgBAwBpBjB0wwdxkc7nGEJzMbsU5Huwbweu5su3n702cCteHOvF8I2sz+/KVAzdrQSKTzQlOOJ9cN879pYF2+P5TL8SBf2Yd3n9kKbzxUJUhJ3g907MSXtrZjkXW7AfvXd1SBOXUCBBMWx50vtUOr4+shi/uX4izI6b02VTuZBAyN9gJ33jievjuobmwUAZtlpDBgFh6k67bQMfnx5ImAyvWacnR7eGiYP/bT14N7z28FPfFBeoGFb6+XFsPm+S58PlkXguf4T3uzYt9xX4AjPnOlcFO+MqBm+HPf3Q23N2zEq8VzE1nRwUqnKxwIMvxvvfwUq2gnmLsM/qfmg/uBzqqcY69bo7h0kD1DJzMboXXR1ZjkD2afJ7PAjjcOQ+glmbpSRLADp1vVX+ngCBlKJw04Pn17B/PIwFkAPJsV9KuTU7OmAHgnuNaAKhGtS8GIA7q+a6PC5vmou80EeHaQo7jVL5YA3OTJZPlpBCJMK7RT2N82QeOzz7A59ygKj1X+FZ8iuVbqewZ/2m/jU3HhzousOTKwATWBGAy3ByNLbwdg7gGhNcBIV0GpLt0l3t7qbXhvf++bXGYGEN/7r9vKPbxT4cKeqYH4MMshQcOuVDd38eBzPQVWmmMH0GnKWGYFraHA5rpK5yeZT/OOmGo0/oROwRnaZ3BRtJiHS4BJtkua3ut5TUostG3Q7Jzdn2K36fok4nI6zletLzrOSqCewIjgg2DLcvKcLLISCyROJ7djDUTBBwOQvncdGu1FjgYmJAddKtZy0/IJhJkwcCMl8Egwb3PtY/hVL4Y2QOC4bRF6tkyoIbduLtnJXZHIqNpPfqZnpXwN0+PxhkFvMbUZq49AMAykOnWari7ZyV88+C1yJgQyLd3dGLbYAfuAJe39q7E4NNB/KWBAhDd2dVeI7EyCLnY1w5f2r8Qvvb4jVgzYrmOJVUOcplV8s2D18J3nizkRed6V2ssEYwI33MnJrMTlkg5uLc8ht8Um1/sa4eXdrbDrz57IXbnujxQgCizggY5nH+OYWV7Ib1ygTTnz59d3l5cA4Mlsx+dHZ3wxxc/Wus8RYvl3x3/RPg7s0fCK7vbscD9bDl345sHC7s2qm2yDw5uuQcNIGFYfE9YaoVNeG2kqsNgXQaXSJq41jfU4ct2CtnXhK6Fp5OfbxX1IDy/2JupZpEYoWbpxlAntjH2vq8nu0pBKdcyTcpwzpC8md0w421mgQJr9t/HxT6kXabMXjoY5zO+h13H4mQX6+f5tj/Cf5Gc4R4c0/lMwYFtOraUH7Pex7Ob4cZQZ023Sfwf+2IAYVtlP5WCEHwCiUUDEBJuqVTLtZ7EBu6i6RrIo9m1sCV/NjQ37Y/Sb089pwDdAwrvv29beOC+4S4A6S7d5R5ekiL0AnTQa9uTSfuyQ2sKyAAVh/NL0eBhdGjT6x9nQZBqmSHBgJllGMsWapkVZ3GcIXJ2HQeEUTXL4aB9LKumUWMkHWinGbqUuk5lVQAVAI+dhUEMzguHNipHlG7nrLKuZDLt0M3G8B32ZWHsk7yxAAAgAElEQVRrJwYJBCMUU3/v8JVaNtCOzw6Z/TO4mBvsxCwn4A8ZAftGAGLmw050srkcpxiPZQvhxeHOmuJ3HOdLO9tR9vLyrnbtvHH+YbUATqdLBoNga35rtc84fHdDInNNIDCeVzMPeP98qx3lUkhifvD05SjpcDbZweZUs5hz4Ha8Zla+euBmbZYD99yZUkZFoO0iaFiKv3v56Vjb4ODOgezitk74+uM3wsr2as6Hg36DEkAAtRfUovzSM5fD9aGi3oA5EmdLQEJ72pm+Qh7E6+cE4k6vA04AAL5eM33FOf7g0cXwrYPXwlt7i6DW81I4D2Y0ANmAhssDnTjvwRlpfnMNL/a145wWzjss23gZ5L+9dznMlZ2meB8G5FsHr4VXd7drDBPA9PJAp8YuOsD2+acuiNcmS0BCNy62eWdXNV18srkcQQ/BOAE/zw1d6tguRe2cM7OuqURqulW0D8Y2XSyvL5+b7W9Hu/ZLz1yOsrCFrdXMEdiKVBLlepHrQ50o45wbrNhU7mfLqNgvnq+ULXZCZyJfisd6aaAd98OSM2wS+8LwT7PeXBOeqVGdt9Se2xdRu+PPWRJF4ss2Ft9Bd8OUuTDrw499DKDJwIPtj+dLNXkzfsO+Df+MH/f5nBvsREn1iWy+NoyQpA3fBZwczi/VgJdBiFUPz2VXYxcswAWDBw08KEyvhiZv6wKQ7tJd7uGlNgeEzEPRhrfqu735wT2hLzsUDRSGzswGYMIGhmK1Q/nsGto2refAOFNUB1hIs/3pbwKOMTmjUYEWHERaKE62x0bdTIZBChl4a2hxkuyDA3iDFOu/ochxAjiAY9n1WuGmnZEDJ4pZLw90atsye8GPs3lzg53oOAly57d2okP18ZsxSfebzJ1lW64ncUYuzfSyT5Z1wAbAeuDYPX/E2fLxfCnORXCQ73Pp7PWVwbo8yddiurUa3t23HPXz1KQ48ElboJ5vFVIcZ1PTmoEUfLDt6dZqeGffcpyzQUB+rgwK39pbsRyc06lmMYXdgwwtlzrbuxraOzqRnXDWGaBKQHxjqCiUXtzWqU2YT+VP3jYA4nyrqH9Z2V5ME//+Uy+E60MFI3F1SyfMby0YhBslQLm6pfh9aaCQkDGnwu1gOacuyp/tLwYo/tbHp8LrI6uxLgJAw3nj2LhWZnwAinSKAqwa2AFUplur4e29RWtb38cOxK9uKWaOpPK16dZqmBvshJd2FkE+IHC6tRouD3TCayOrEdSkMh+zMZPN5TV1IgBHXx+2Z6leuyysH9c1N8C6PdyuNXGY39qJMsP1WAnfw8xDsUQI0J7WTvjeQUZGDQtsZso08HNlsGKe7mpeCvtiew0Dx/5x3JajmlVq7yj2n/0dyxbC8vZOzUaZeVkpjxH/hF/CB5CwQW6cst/Hsutr6lNSf4KtGivXgw3A9rz3cP0+Pd9q14DLRAkk7J8ALCkIMZOOn3FHrpRBMnixX7H82KAinXpuv24ZFoDFbfg9rPBodi0M5keSuR9D4b6Ng2s6dCLL2rih1ZVgdZfuco8vrUajETZs6AsbN7Qi8+GJpBiF1uYn1gwiNBMCa3Ewv1ADILAjrg3hx9NQU9obw3h1S6emT7WR47PW5DqLnwICjKwlUDgtG96p5nItuH9ld7sGcDDIBORs3ywE7xNAM5eC9dA5DCdK9o3PpPtNsIKzTrN/7DPBnZ29M95k0z98rD4Pww7MEguCCtZHMAFgQKLiwN2ZM8s8UraK4PhUXnTcIZNGgEdw4Ra4aPrTgAuQxHbJ+LK98XwpXoMT2XyUDFmS9d1Dc7Gw3eyY1/fOvjoTRcY63ReDEcDLi8Od8JsnPh3bAhPQXuxrRymVAcaZnpVwd89K+P2pj8cgyowF+72wtRMzrpxjvs/2Lw20w+cfXQzffvJquFICFt8bBj/j2j5BPYXp3zx4LfzRZ54PX3jsVnhpZ1Fj8v4jS+H9Rwpw2NlRdKt6aWc7tHcU2fArgwWQoJ2u10tAu1CCmNfLYvCLZfE7Ay5dQJ9KhXzOrgwWgMgzYxxk+xwCymbENKSyNJiNFMhe7GuHX3rmcnh5V8X60G1tfmshzXLRvjPrllYajJmNAySyv5w7QAxd1HwueA9g95UDN0NnRyeCvBeHO5HVG8vWZw44TzdUhzXZXA5396zE46ZmyeDVMj4/FwT0TvT4mvj6vbuvqum5Mlg9qzxPZ0rWbzxfijOH0jpBjgm7eiy7Xiu655mj/fVYthAulswOx4vtNcvKe9hQswe2P/xQw5EmvLBvlhlzfY5m1+J+T8rG2Bdw3gAfZlQs703ZbM6V3+d+w3aldR5pXQg+H6bDiT4DCtd/pHUffg0wQxveSnq1LYIP4pEH798V60F47b6Ng10A0l26yz28RAmWH/446KfsvQ0AMQNCZgNqlWIy+nq70AxDhZGi84UHEMIKkCFJs1T+vlsAmo0AAFhqRVCN0aYDhylqGBUMaUpNewbITyt+d6bIDAjbSFmGtHYDx23513i+FP8GXDBYKnVs9LnHefkY3tpbtZXFsaO1N2sxJmflwOnSQLv2HoEOwRPggcwjTs+BkWUfZg9gYvgfh+/C2UkFNvyN0/9p+38qX4zTytkX66xP5Ys1IHMqLwbKzW+tOvicKaU8rnFgkrazzh6exros3SCAme1vh/cfqQqDzUKsbO+EdjnhmmCHqeyv7m6H7zw5FxsC+HsTZTC1oA5bbNuMAzKp7x6aC2/uKUCjO0OlgIlzSxBJm96rWyq249Xd7fBbH58K/+zVbeFP/9tW+MYT18MHjy6GHx75bPiLx34+fOGxW+Fu2Tb3pZ3Fdy8PdMKbe4ouY50dxdyRu3uKonoACQyYZVoGSW4LzOvUZHz42K3wuYeXYo0Sn7M0jfOClJCg1BnxibyYsYGcyEX3p3uK4ZLfO3wlyoYs0/vg0cUo1fM9YFYRVuPV3e0a2OBYsDmA1xtDdbZjoZQUpuwbdme6VQBDajMuDxStoA3k+Dw2yaAA2dKJbD5+x9I/J1bOt6r21NxP6XE7IQJjTeKE1wHMTnZgO8fzQuLJ+jluJ49s82xnaEnuBMFFyckM6mAU8G0GgAZkbO94drPG8viYHcQbgJi1BaxgPwBco7oWlh2zbvsRsyP4hpTJMEDhxzZ5fmunlrhjG2nLeBKHBjJcp3TAMPthEGImJK0B2fTAiArNK8bDdR9VW95uG97u0l3u9SV2wTLz4W4TzATpz55aYzxMt1JDQXYEytYyKwyT5Vv85jNmSFJD6haBbkmYMh5mRxxQpW0FnSmyJtUZJoMS0+q8Bmiw88ARkR1M6XpPczfjYWnG8awo9ibLxTHinMz64HyQGZjmP5HNhxtDhYyHzxAsQO+nDp/t0P0KiQjBgYHEWLYQrpfBkc8DGTac7ZjOD4EGNRRkKMkMAsgIEJAoELy8vbce6BioptI5invHdeyWdMFicZ8Q5CFx+vrjN2L3MUDEnV31zlQU5TuIddab16aaxVyT2f52Lagmo/vF/cXANAISpqLf2dUOP35+JlweqKRWDqbQ6AOWDM4s6TrXW8h4/pdPjYVf+ejFMDfYiV2VLDVLazP4H6nUdKsosl7YWoCJ3x77VPiDMx8LXzlwM/zSM5fD//Wf7A7/9G9Nh7/2iYnwwyOfDf/0b02H3x3/RPja4zfCGw8V0reV7VWLX0vS0m2a8XBm3Z8/V7IoP35+JvzSM5cjwzSxzjUHeDM9nGA2Bccv7WyH9x6uAnEzIAyR/PCxW7XCdGa0tHesZU3MABrY//Izl2I2HoYBoADw+cJjt8L7jyzVGDIkYdgDOmKx/ulW0ekO6dvLu9pRYpTaCCc8RrOFKLvDJiAP4lxZWvbK7irxwTEbFDkox975PWwEx8TxsE8+b57KnmbtzbJyLJYXncxuRSbVSaP1JKtOgsyUEsDvP/VCrI3iXGDHsTtOIjmxZR9mxhQ7iN2Dxeb4OS+WOJm5txyZ18xy4KtOl+wKbIPZfUt+Uwkyx2i/y+dcT4Kvx8dboQCg43+Sky6UZ4gpNadWYqDCoCZk48b+yIx02/B2l+7y72d5pVE8SB/otc2NRuOLjUbjTxqNxj9rNBr/XaPR2J5876FGo/ErjUbjXzQajX/QaDTeazQa9/9bbDcOInRmgTkgzjz0bj4QDuYXIsOQFqEDJNLCcqRGJ7NbawCH60cszwIMkIHDwNrw2QBiLN2Zw0YYyQnGMgU4qRMjmDat7iweht+ZfTu0U/limO1vR+eSypsw8s9lV2sZfWfPTmTzobOjmihOQG+tv8GJgZa3ReDLe/TBH8+LoWQGLZZInO5ZCdeHiu3TMWtUxzmuwI7uSnb8OGbLsHBIZEAJ+B0k8h0PujvdsxILcMeyhXBjqMr2p7IE/ud77vrjLDqgDU08x/TicKWZP92zEr78kfnw/iPV1Oup5nL44ZHP1uoRmFXhtp5mgxxMnCmPJR24dqan6JJFRywCOUDU/NZOzJazf87eTjaLSd7M7PDxsi+ApfaOTvji/oXw2shqrF/wYEaAJ2DAEidYivOtdhwQ+PbeYkr93T0r4QuP3Qp/dfTnwt88PRq+/viN8OFjt8JfPPbz4c09RTH8pYECKDlwN5thYMd2YQK4j7kOrk+5u6cq/KYpgGVy/H22dzW8srvo8MVnDNYIbC8PdGLdw5R+zvSsxInsnGvA0kxfO/zouQsRCD6XXY0BqRMLHA91MgYwVwaL+hHOO/cgoJd1pQ0bzugZAegy0X6yWcwkeWln9ZwacPi5Ppndit32OD9uJQwDZNDB37BO/M13/DOmc2FGdXFbpzbzxAkW7u+Xdlaslm2FpUecixTokLzgmE/lizWb7/bD2BE6kcHycp0NVCwvYx2WzZqRcNIKO0sRN/bXfgbbaEDDbwMIM+Fu3kJyhSSYlQGn8sXw2kglY8MP8t3nsqvR19nvAS4MwPDlY9lCLenoWIDkZdrVEns9mB+pTUJHfVHN/tgWi9J5/b6NQ10A0l26y59xea7RaPxRo9H4vUYdgPzXjUbjjxuNxs82Go2PNhqNv9poNP6K3r+v0Wj8z41G4yeNRuPpRqPxqUaj8Q8bjcY7/xbbjjUg7jSxcWN/7IYFGMk3PVJjNzAingfijI/lVZ6CyvfT3uD+H0ONYXW2hNeggU0tG4B4Hc7yeJ04Dx8PBnE0q4rPHZynmajUEaaODZ2vqXJn3uwsCDAMeOx0Rsvgnc+s53yd9bOTx7k6o3x7uMrE49R8DghWCGK9TjTo42WQfGOoU8tYWpKQAjhPFF/Z3qkVyhoMAFQm8qXw6u5qRsLt4XaUY3D+OQcEHmx7eXsnyllcW+LgluMlSLFMh2y/JWe3h9uRqWC/57d2ImNlZobfHAf74CGMrGNha1XwPKFzP1WyVR8+VgWDaWCNhOTlXUVHJmQhBiBk2Wmz+8ZDq+ErB26GV8vAnU5GfM4SLNYFKDpT1oXQKWt+a/Hz4nBRx/HW3qLmoFO2GaYOxGyHmQ2O10XqKVMFWCcwBHh88OhivM6WAbmuhd/zWzvhf3/hcGQdnHEfzar2qQBOy65m+4v77u29y2uA4tne1XgeCHSdUHAgzP7BYnBfnOlZiYXbbJf7D9YMFgfbxH3l6zTdKgr5uY+QTRk4+BlxwD9R3oeWPL6yu2pPjWTK97mfV66XmQrLqvy6Qeebe6q2ztgqB8vYRwMl2xvWYxuSMsaWnWFDefZJOtnWsh6uj5M79gk857Qs535xYsuJJ0usTuWLMdFD4O+EU7tMQhlcmEXHZjvxs17dyXqyXUuL8c98n+Se52eZ4bCv5X1+Az5OZrdqzWkMRuzHH29+JmzJn10zgyytAzErUhSidyVY3aW7/FmWnkaj8YeNRuMTjUbjNxoVAOlrNBr/d6PR+Iw+e6BRPGw/U/7/qUaj8f826qzIYqPR+CeNRuPBf8PtRwkWD757cFfF6ENxErrBgAvJzUqkQAKGxO9bD4pBxfCl7IYNnI0fxjEtYjer4QyVs0ApeEkDcAMFAw7vn1kSy3+cUeR9B/msh3USkLyqYvc0G0Y20UxE+pMWPlpO5swfmfvLA53YWjPdJsGIgwXLFQBDBBzICcxIwHA4yDuRzUdnjq4b6YglMOP5UmSATuVFPYfZH9qLpplcA0GAgbtmpXIaF82yXWabEBwzH4T/z/YWHZrS1q2e2+Cg08EG339zz0qt7SdB5cr2TuzgNKnglKCG7ZqBAjjRNet3xz8R2juqFqhuv2wQcWmgkPv8wZmPha8euBlBiOVqDsYNSniNwmva8TIx/uqWIrtP8MwEa0unCBrNdhnUmdXjHjvTU3W5+u6hufCbJz4dJU9u78t94UD3Yl8heSKrzXNnuQ7XkmP3XJLbw+3wk6OfCb929HxsC8xnkRPCqLEeB8Fj69wHnOvJUkJF8M+xdHZ0aq2YLVVivRy7ExnzWyuANVPW7piR4PxcHuiE9x+pgPlkyZ5w7qgTIpvuZISfWaR8rGMlabpB4Mz5wV6d7imA6qu7q6TEeHL9CMZdi+akAYXmMAlT2keuAdfZNgrAZqY6Dep5b71J53yG79LYwcecJq3MaBhwmyX2vo/pdc6hZVpm+10nYjs4KmBjv8jfnGMnB83S85p/nPDz9/CP1Ih62rml1hzv0/kL4VA+GwbzIyF7cF8hs9rQqgGP2P0qTkYvJ6Fv6OsCkO7SXf4MyzcbjcZ/Vf79G40KgPxso3iw+pPP/+1Go/Efl3//Z41G43eT9/eV33vmp2xvU6N4WPnZ1Sjb8DqzAAiBDaENL4MDU/YCCZXZDFOtad2Ia0bMqLh/OUaRYjnAh2tLnsuu1jKBOA4MnOlohhxat+oMkTNb7kbCttfLLp3Ki2LT9QJ+Zz9TJsBA5Vh2PQZfzA0Yy+rsBxk664YNNFi3HZmzumTpcI6vjVQZVgdHqVTCdR+cD9eIeKYE2WAfuzOVzipO5EVhKMfz0s5KrsF2Tma3otyIAAfZyUS+FL56oAqGUubG20dq5ix+WlRPQETw9oVS28/3ydqzb6d7VsLnHy006WYLkDP5PBLE+Fyc7imKsG+oJSrB+KWBYu7E1S2dqPm3hGy6tVqbGWIZDnUA3zp4Lbw43IkSIbMJziaf7ilkUV/+yHz45sFrtdkVBMX+2zUT/Hhg43RrNU7CBpAwDwTmYr26Dgf8lmQBlABfllz9b5eeCX9n9kh4s5xA7o5mzvJz3qnfuaGGCQ5OYT9cpM21v1jOJvnqgZvhjz7zfPjg0eJZBdSN54U0EomcZWzrXX/AX3tH1YJ2qrkc3txTFLcDQM71rob3Hl6qAXRAH/uXJgp4LgG3EyXId3c324u5wU74nZOTtU5zAJwUJAGKyOKbxaNLF/voAZC2U5akAVDOt9qxu9z5VjHbZDR5PmmiwfkzuDGTfSpfrPkEusctbK0zprCjzFHh3sauHs2uRdbHoBab7Ta3KfNM0smsOp+5uqVKqvgetZ2+Ug5ITBMrZiQsTTY4sc3nB7+LbwOMWDlg1sNsB8AzVSu4lTx+NR08TJcrYgT7eUu1ns3mIgBBbrVhQ7PofLWhVZOH0563C0C6S3f5sy2zjUJCtbn8/zcaFQC51Gg0/tU63/kfG43G58q//5tGo/EXkvfzRvFAfuqnbPNu+X7tBwbEBV5uwfvg/bvCtuaxWEDmrAcgIqVl3W7vuexqLKaz0YGONTixHnW8/A4ZHNeA+DtmKMjopO1206wPGRqCEIwp25sogYcp+5QxcfCKQYcVcMYTB+yhZKzHtRJ00Rlbx8nReeZkVuirWb9rQKxNxnFY/sD+kNG3fCllXix1OJndijMBnMXl7/F8KRZrEiTzGYYIet8m8qVY5JpqugkCnZXkPbcqJuhln5w19/GezG7V6kCQ4QBICKw49ol8KbxctsRl/8jSOlu9sLUT3nu4AnEEa7ATBjiW6XG8Z3qKzk+WPbEvlwc64TtPzoUbQ1UHLncZ+8YT12tD7gyWXSSeMhpmA1gXAfalgXb4wmO3wo+euxBulCwLWe209oJhiikQYX1pJyskRWbfDDQ4z5a5sU0YjyuDhZTrg0cXw3tlvcnC1k7s8sT3zWyw/qlmUR8DmLG0y2zFpYGqmQD3NR2kXhtZDX/5+NnwexOnwtt7lyPo4X69PbwWBPmex9Zwj61sr1gbajbe2bcc554gM5svu5tx3rgm2C2DHIL5O7sqydR4GXxP6DO+LydK8MR5cVLBYIdrl95rAEfPKJnpK2qDHLRbhulkCAwdNun6UNX62okTbB6d6cwumxE26wHzOZEvRYko3dx8/bEXDtptC7GBBgKswwAgZZLxMazb+4jdpcU127RUjGSG5VNu0sJ3zDAbgJhVsb+xwoD7x+vE93Ec6fBhJw1TAGJ5ddrtklgglV2bAXEnzo0b+2tDB/m7C0C6S3f5sy0jjUbj7zcajcN67Tca/+EByLoMyH0bh+KDjdaSh50akL7sUG3i+Vi2tv0uRmw8X4rGxxmTdEihaVwH+xhaDDdGEADh1n6u33CGJZVYYYj991i2EN7eW1H+ZhUwvhSbGjR4ezg/HHNKfZv6N8vizNN6QX3Kgrj4mDbFBj8AGQIPtk8mz8d3oyxORTaUSiWcteO7lmpZBuCs6e3hKutqgAYYciCG1h0WxME9mUqCNYIIWs2yPfYJViPNRHLuycTzmqVSDhYdeK5s79SCgVd3t2NHLfbZLUh5nQDRwR7rdXZ+ssz2wmY4AJ9urYbOjiLYdpG+mYKFrZ0ISr191yS8vXc5vPHQag3IGAz5O5PNaiDa23uXw18+fjYsbC1YmnnN8oDR4DqcVhCeghVfT7MKZhp8TK5XAUTNl3UxP3ruQvi1o+djZ6rzrbqkK2VQCBrPlLI1S9p8Xc0wASjGdJ+eK+V27z28FP7J7ZHw5p5qfQYPDODjeeZe537iGgFWuE8AGyvbi0GPMIkX+9rhFw//QnhldyUXo0g9lSnZhswNdiI45fkky5+CgPF8KTZYYN+otUISdnVLvb0zz/QbD1X7TzE95xK2lvsMO0mtQ/p8munkeUqZW9e/YBNsswAGfAbZJnburb0rNaCGnbCNsb9wkgl7RpcqEjbY3FE92ylgcE2F60vMFqcSYDPj68m3zpb+CB/5xkMVUEkVBFYFpODqVF7VK5pFtmzZqgMSiwYRZmOshjBgcR3IoXx2DfvxdP5C6M+eijIr5n3wdzUVvRqOXHTG6hahd5fu8u+ynGsUD87/o5/QaDT+v/LvU43/MBKsdKm14Y3zPza0avUgD9y/I7Q2P1Gr5cAo2djAaJjpOJTP1jpluEjdVK7p4rQIzkyGg3cXwWFYzc6YBrecyOsnwHbGyA4NZ8i6MMKpo0kzcThDHCigytQ3n3XQjkNykI8EAcdytne15kgMmiz9wtGxDjsw/mcuCMG7NccnsvkYWBCgWFLlAJ7AioCf99kvMzTIQpBpEMTwHoGoZVgns1sxuCJYpDgWSRQyDTtQgqIXhzuxIQAyDo7VwRXvUwdC8DjTV89wk0m9ro5c7C9T7Q1CAaX+mSplQQSdBMC0lf27l5+OUiyCJB/P23uXa+/5fdbzzr7l8OWPzMeAfT0wwPeRml3sq1rsfvPgtfCDpy+HN/cUhcxXBuuT3A0kYGTStr6ptIrPmbUgmGe/rw91wsu72uHdfcvhf/rZT4bfHf9EeG1kNbJGfN4StlR+NZ4vhddGVmsgDoAzrn1hey5a53hm+gqp1Nt7l8NrI8XQx0sD7RjcIs8CnHofDD44NkAVbNFMeQ/dHm7HewGJ4refvBqLx8fzQi6FbGssuW8tI3Otzks7K7YT+0Cix8E6LAHn4XTPSnhrbzEIk/2/2NeOgTCSrenWavjd8U/EuTKne1ZqA04tjSSg9v6O50vxmQY4p0kL7AHs7bgSHLZZ2FyO9eWk29zxrGqVy7HDlGHTbHM51ssDlWyKz9he2PY7oLdkN5XfuujdvgQ/Y5bBgMiJOgBImtwy65ICDCe+WI99kWVY+GnLntN9Yz9c+2HwsR4I4XNOWg41n4+dN4k/qgnoQ7X/q+L0LgDpLt3l32XpbTQaTyY/v91oNL5V/k0R+nl95yON9YvQt+kzC42iCH3Tv+F+tBqNRnzw/cDft3EwZA/ui325B/Mjke2AWj6e3VwjtYIVARzwt4GLaWC/54K31NBh/DCUJ7Jq3of7sTvTBICwg7Ih5jsYY7/PNgieDHIw1JyH9cCIjbpZA0vB1gMvOCaybKzDcih0xOPar6PZtdjS04G09w9H63OSSjMImnFclj05w8tvBxyWiaWBoFkaAMSVwWpYmzO7Lrif7S8CNLb/9t4qmH2lZCWoL+BY0us5XgIttzG1Ln8iX1uEPN1aDa+P1Gc83B5u12YJTLeKAB/gwLoIqLwNrpXPPzKWTllE7QnhSLRolUtgauBA9p3tE1izH2SjZ/vb4e6eotbGkiXWR3DId9j+3GAnfP+pF8K/+vzm8McXPxq+/eTV8P4jxUR5ABmyJvbPjAbgBIDFs8Sxur0tUhRaDv/g6cvhX/4XzfD5RxfDi8NFYIw8ie8Ais2SsX0K9g2auQ58HhAwN1gUeqcg71zvarizqx3+3tyT4Yv7i3oCJrTDFv3V0Z+L2/G9D0DguYNNcTew8612eHG4E35y9DPh64/fiM/v2XK77+5bjpKoiXypNvDT0kTLmkgYACgp+rZN8bngWTuVL4aFrXVGD5bmTPmMp+2dOc8vDhffYxjkFx6rzoEDes6HgTnnn6SAmWTsLc+EmWkfx8LWTlwnrCjPJ+tlwKgD/3O9lVQ0lUdhK8zGIgPj+yezW5FJ5zqYQeGcGwgAjGBQnIQiIYa9dlcq1sX6SFRhh+1T6NjmBJz9p9c7XoJCPst+ncoXo5rBvttJuDRx+HT+QjicX1pT52EpVjr/63B+KRzOL8VBhB6E7N/pkGSUGY0uAOku3eXfy/IbjbVteP92o9E42Sja8P4P5ay2LkgAACAASURBVA8LbXj/QqPReKrRaHyyUcwC+bduwxu7TJQF6PffNxQ2P7gnPHD/jpA9uC80N+2PDIiLy9JidIyJpVkGKGkGJNWBOpOSdsMaK7Pylj+ZAcG4YzydgSdgNC1tNgUQYocx2VyugQYMPbT1emCGfbR8AIdLEIBTTutX+I7lUnYqMB841tTB21lzPHwX9sdaZsspUh20s/aWtCxu66wJehz804J0LCs6wjjI8DnBiV8Uq8BQOgdGvM48BgIeAkV3d0pBDwE+wcilgXYMTk5k81Hmkx4LgZJrRciqnutd203qxeEiK83xsu+dHZ0aG5WCPIJ+Olf9wZmPhcVtnRhwUkuxvL2Y2fHSzqozljP4063V0N7RCXd2tWtF0d5H2KIvf2Q+/OqzF2IrX9da+BwCHs71rob5rUVXrtdGVsOHj90K3z00F/7P9r5wZ1c7dMpCejpdEbBSkGy5FkE7AIPJ3gSud3a1wzeeuB6+/9QL4XMPF62WX9ld1H5QX2SAwG9LqmDTZvuLoXtTyXH5OkzkBZD64ZHPRubMLArX4O6elfD6yGqUXXFdrm4pivdpm2xWh3vONQRTzaJOgvoigvUfPXch/Is3B8L7j1Qgmbkyrvc4V7ZO5p7mmMd1/Od660zPbH87Mpy2EWYtfR7v7qmeZViP0z0r4Z19y+EHT1+OQNKgDhnW6TKh8KPnLsR5IAYcBsdmNLiuJ7L5KMk0G00thK+fGRRLjvx82U7xNwylZZoAFIMKEjPsq4HJWFa1Il6PMXfbdf/Yb7E/lleZJTI7kUrCDBYMKOwnff7MVFjeBXiy6gD7myb97GP5rP2Spc/PZVfD2ZLBtex6vSQj7x3ML4S+7JC6bm6rhg1uaEY5+KYHRmJdSHcQYXfpLv9+l99orD+I8P9oNBr/vNFo/KDRaOxIvrOn0Wj8941iEOE/bDQa/2Xj32EQIQ87HSdoc0dGYvODe0Jr8xM1Y0fwj6bz6fyFqBk9lS9Gg+M6ENeDpJStJV3ehgNsZ1b438OVUkPpjN+YDLKNso2sGRUy514vxv257Gpc37PZXAxqWefy9k78LOuxU2S73hecGBIIHJzBDg7Jzon9Yvs4cdP73zx4rZbJsxwIp0zw7GwejorP3hgqZFOWe+GoJ/KiZz3zMdCdp7IIrg+MCdIyZGYERGQsT+WLYW6wCuYnS1kMIAIWhYB7vQwpWUFaigJOXhupplWzD5yTiXwpBrEO0mAb+Humrx1+9dkLMXvN55ix4my4fzgWmI4/OPOx8P4jS7EAnMBucVsn/P7Ux8MvHv6FyF4YYEy3VsPnH10M//I/742Tri01Ipi+PFCAlC/tX4hMjpkEn0OCTwLli6Ws7OqWok7htZGi3ue9h5fCrx09H757aC68/0gxPfzqlqI2BWBGfcBsf/Hzyu52+LWj58NXDtwMK9s74Y2Hiu5Rt4cLNgCJFa1vuWbslzPwAEVA8JXBol6lvaOqcUpBH9dyqrkc7uwqCvUtrSPoRHJEfQfNAph/8uJwJ/yvF54NL+2sT0pne5YdAiBuDxcgGJZjcVsn/KU/dy78yfIj4bWR1Xh9O+V5A7xxn7CfZj/4TWtn36swZ37+/Px/6+C1mHyALeGeme2v7ue7e1bCVw/cjN2nDH7YT9g8wJwlVIB3wAX3/2gZzLNvSJ141k9mt2pJCgJ0gyknTsa0vpm+9pprMZZVklS2SUeyNNBn/TAmfH+quRx+8fAv1OSbTl4ZGKV1iPgZ35Ns686udvysmwwYnOCjDEQs+7IP8nbtD9ebj5Um2taTfqXt6/0ZfDJF6IBYfDjSbcu1ef14djMcymejBIsEaDp80BJxalQbjbwLQLpLd7mHl1gDkk4dhfKkNV7v5gM1ZgND5MFEBhWmWgEhpoTTln2mcg0wnLVJdbKWCpmydlaGjBPG1gyF6W3rfr1tAyA7Jxtm1ms6HEdvGRKO18XwZk/Y1pTYFzsT1oczTh0cjAVMiVkAjtEyJIIIevA7eDeLNKEghdkXzvwRML+yux0BRapLTqVPBBNkDAlSCAwIfpw95TuemIwm3MfLuXHgMJYtxGCY4yOj64ynM8xInJDgwVjQsYeMe3tH0frWhc5XBju1KevO0nK8Lvb94v6F8M//063h3bITEpl2ht+9uruoRSALznbO9RZ1CW/tXYktZg1Q/DcDCC8NtKMcC5bCXa9gmgBbHjwI68T3Lg0UDNUbDxUB8BsPFbK035/6ePjJ0c+E10ZWwwePLoavHrgZXtndDl89cDP8zdOj4VsHr4UbQ53IfLmIHTDk5gQGSwAEA6S7e1bCP7q1vyaH4nn2fcG6qQvh/ubzBKmdHUUnMmaGcF7pivXj52fC6yMVK2Gmheedn7MlkwToAwzPDRbX/e6elTgdfrpVME00SuD7DOu0dI7t+Fni+C4PdGLzAUADtoLGFGZrAH2cG55F6pSocXErZbp0sV2eCwN/7nXkmWY2kDrxbKRsw0RedKS7KDBh++3PjmYLcdbJerbEx2qbv7itU2NAbLOQMmELzIDw/TQxZFCBP7Tfwy5ZygVzbnnrubLOj+9aMmyJF9ImM/GpX8DfGjg4qWU2BX95JLsSTmTz8dwY+KRKBP6n1S7XyXGBE43EBMezmzE26M+eisOPPRKAWtSq+9VQlF91a0C6S3e5t5dWo9GIna82P7inxoD4wacL1qF8ttZyL22rS4cqgw+30DVtbF0o743JsLvWBKOPQU2NoB1BaiStQ06dgZ2CjbZrNAhoDWhSet3SAZwkAdRUs+haZFaFdUJpW1PsDJ+PCQcIQ0Ag7aL7qWZRoOxMI1lwvksgMKGAy/uPIySAp5DzdKnXtnyB9RCUeEAggTtZMZ9jgJqD8xll+Be2VoGBM5+uKSDocetbsrRcI64t4OLOrnaNwWCiOufGcrmTWTGtGhBCIPrK7mqexOmeIvCnSNtZa+Q0ztSmsiE+8+JwJ3z98Rvhld3V0D4CfzLL7+4riooJZMk0MovjTKnHZ/YB15ZjIpBCfvbyrnaUUr20s5DreN2wMK7V4Dy42NkdnZAKLZST0ZFYIV+7MlgExlcG68MDXSPC77Q9sQvVuS6vjayGd/cth5d3teO54RxbosR6Lw90agXnZrz4e7q1GlbKGREuoKdOBbDH9TGrZQDCeue3dsKfLD4WBwrS+vilne3YWMGtd7m/x7VNB/YcO9uBFRzXPfr1x2/EgnUzqpwbgnoADc0euJ95pgz2xvOlOHEe1uXlXe24vu8emovBvoEB6zUDgUSMwJ7f2DjAD+yEEzgkbGzjxvOqWJxrBYPBdy3fwhbfHq5qurC12APuNcCUJUdOIPnznR2dms3GvmNTUttqIGOmPwUUnEvXiOBz8Tkkw/Br1HcAHmAcUimVfaVfZ1/M1Ft54L8NUHwMJC2JCwApLlA/lM+G1uYnymTnUAQfyK8iICmL06t2vF0A0l26y728tBqNRnjgvuGYeaDACyZk84N7QvbgvtCXHQofaU6Hg/mFGqDwbJD1isqhX53tOJndWiPBslGz4SM7ROC+Hg0MbU2W2sXq/O3MVlrkbq3sekGyfzj2lBWhNoRt8GMHaWdjBobjTCUFADVntciyvlwG0ilgIgjHoRIIUciN4yOAQApkEGLpGvvt4MzOnPcIqgmwCCQslTAgMDBwzQaBF4Etx8SxOmjg83SdQpPuzLdB20QJbAjoqKFwfYE15xwPmW4+c3VLIUUjKGMy+t+YPBllNATN6PLT+gD2lwDvfKsdJW50bgJ8ENyvbC9mRVAr4hkhMAh396zEjl/WwbN9A6np1mp4ZXc7fPvJq+E3T3w63NnVjrId6/05Fgf1vk5kxQG6ZlBgNdwZi2A77Y41qSAUgEbw6/kiALK39y6Hv3X+aPjg0cUI/nwtzXyczIpapF//mek4QNIMoe+f7x2+UusUxzFP5EV3qju7qnoXjsEBLOvjeLkm1Pec7V0Nr42shl//mek4tJGid1roch4vJjM1YApcr3S6lPGx3TM9K7GFM8dn+ZWPCwYTIHWmZyX89U/+bJgrm0L4+E/lxfBNwEvKDPHcOJge1TlOZY5XBquieuYF+VrM9BWMGc+z2U0YB+wZ9US8TsJiStcHH2IwACBysslsMJ+1vXPCi+STgYWlTf4OySskpA7u10s6mf0ez5fW1F+wX/adrItrxvr5rr9jP8r31gM/JBNZjxUO+E37RRgTQIeBBtIrxwsfaU6H1uYnVGw+VGNAqsnnzZgsRYrV6AKQ7tJd7tklFqFT2OVCsAfv3xXyTY+ETQ+MhM0P7onZDArJU3oVo8L71n1ixDBMZHAs1WIdUMsE6s70wxIYBBmYWAPLe85qO7A37W0WgfXgsHAMlh+R3XeQb6dk52QgMiZn54Cfz+AA7cTc9hdnSmbaQY/PF8c7N9iJ0izWT/aUgI5MLftghsfMCEGci0Jx+MiNkH+YBUnXZwmEs/QE9xP6roMu6+oJsMfzopaEzDdBDvvLuWEdzHRg4BnyJwfE7A8A5M6uqhCeIG1hazWNnOAR7b4D73MlcOA8e58c/Dqw/uqBm7H7FVl/5Dmvj6yGf/ziQ+H2cJE9Z1suHEbW5ILklA0gaLwx1AlfOXAz/OnXN4X3HykAGt2eZvoK+Qssk88RWWuuj6VeliBZSueMvSVKBOuWGPGb7PrVLcV+vTjcCQtlncfrI8W5vTzQibUirlFgfVwfirJ9/zpAPt9qxw5fk81q4jfHNdtfsEXcaw50HagaXAJwOXbA5Dv7ltfUeZjN4zwxxdwAmW3wOaRTHCtzfgi+UzbC54h72bK35e3V95Es8iy4GxsAx88wz2gKQDg3MCGWpVoyhT3mNRhV15A4qcG6bcucdGD/AIxObKT1JLa5HJOTRWZeYBawzWY91pPtWi7mmg6DKfsbfATfN2OesveWTzl5ZpCTytbWk2xZCp36dyftzNRwHlwHgm8mYeeW/BSep/NE+rJDcRChWY56PWpVG4Iyo9EFIN2lu9yzS6vRaIQNG/oi4PDgH4rQ802PhOam/eFgfqHWYpdAniL0VOPptr3OoBhwpNNTDSBSqpvPOXtDlgVjhzMYz5dq64M6x8jbME6UmaI0w+QCdweyBjY4BCh/O5Cj2bUoI7o0UARyOHp3LjHj8Fx2NQZ3Pg/Q5vyN0zJIcNbMQTjOaEzOlWBlZXsnBkaWVlmuMFYCGZz8wtZKhsV+IAs507Py/7P3/jF2ned95yUlkTx3OHd+cEjOiKT4QxT1y6JsWbKikp3MmJ4xQ5bmhBTFydA0KVIznF/3gEtBglaCBHkFCdYaNmR45Thrw3AQI0Fgb7IOEiSt0QYNkm2z26Bpt11gu93ttov2j24L7GIXRbeLxbt/nPt5z+c8vAbatP2DwT3ABTn3xznvec857/N8n+/3eZ70zUfqSjcYeb8iq3Ru50a+ZnQXx8nh9zhNjMcR+Eu9Xgx2bjgHj3O+XSV5/9Mrn0zvPLSZI+vdybpcq6U0gBbAhbXk53ZuNGRYc+2qN8Jf/wsLDZnXxU43/d5zL6XuZA2s7HxzTMtdro1Xcqx3D240Kl858v+nc59Lv/XML+Qkajv6/aQzUVrG55dG6hyT5Z5s6uNjK+m3P72Y3thfScNe31f9SxlcsxZmGNiv2Rb/GwEH4+E6G0QByC50qtwSEt3/hzM/m17b180R737NDx3hP7uzKj9MhTbmhvFwf1G2F/Dh7+GIf/ORuoeIpUR2pH0PLY5WsjmDQHJIKB8NI3JtvGK+zgpQ0v3d942DGLPFrbS+t8wAYq5dMTR/Ove5BvsRgagDHTcnynxvcj+48IKfJfIhYEJdotv3gZlRrz1+NpEZcs84oNFPqrg42mymyL/ku7n4gteu00Prec3zsQzAHCziuhIAcYDLrHpkss36RBafMTFvZ3rAxsDBTAl2IDLqBhFmXCyhujpe3jUu2zGO4ff88lgIBNp+R1vOe5Z6MX4kV88UV9NscasBPAAkzxXXcxWsWgK+J/cjMwipGxJODCRYg22w/TnYQiPCPXkRcDLYtvv3pdHi6UbXc5oKml6FYrXciu+wmDk5LXZQN7iwXjZWzeI7vA9bcrJYTht7mwuwgUvUyLJo2pmnyV+M9vAebAkGtd/izSJsWp8oqiNVP8044IR5Xy8UVcUxGwdYIe8TQ4fTYkod58B6+8s97fe8jLcjZRhBO23kGDAPOGlv9hoDop2P0g8MP2PhOE6UXRrrNnIDXPqXYxHFRL5xthe1/eqR/o6Wf0v0GQCC4+oyoZaM8PflkapiEnN3tpc/QqdoIsLvPFRVSHJuA4397KxFWRaRUQDVqw92029+6kqeCzv8NybK9Fefv5j+xvRfyqVb2SfMnSP/NydqRirKirhedBdfHO2mD4+spR8ev5reO7SR/uDE+fS3Pzeffnj8apZ+cW5mLCyd8fwbdNipje9bpgUwpAzwX/uZC+lf/8nz6SuH11N3ssygy7lHMGRcTxiNld1lo3qYj292Y2msYpTsfBukkSPDveGABC+eV+aea4dDO9eu5Hpv7q/zPOZ70f1/uPBCZtVwjGHp+oFwzgW5HOdxsVMHOqKU6FR7NTN03JvLu2tGyAUWHJTwNeXf1T1lBjmAl5jbNd0DGjAblnl95XCzASbgynInzpc5dTDFcwwjbZth2aH3i+SN43Julj3xW9Yqr/GWazEO7gVkwFHyix15trjWAIbOH+nHjmAfolTKDMdscauRC+IgFPbVIMXPqRkMmJQIagw2bK/4nYOOUX5NYNJl+AEl2HK6o1MFK/Ykwy9xY2TYkS1bRgYAZLANtnt4ywxIse1wlmDV5e8q8EEvEECHaVvTqLAjLC6mqZ1zQVKa9aOxp8fJYjn/LjraTpizFGtaC3mM7Nip9Ngd0eJfG50Y1aJClfW+ONR28m2YoPwvjXTzWDBUkbLHuLiyjMfEudl55VjeDwbZUUnPAU7GnJwbR/+iLMEyKBwcO5yzxa38PjIQR79xwCj56ygezuJ0UUmhPjyylssJ42REPTqRZJzzK2NVMzk+R2bGueGAEYXEmWZOADQAJiLTZjy+emQtlxkl8Zeu1jisC72KRQuSfDjSbufRQNIvsx3vHqzKhMa8kmvjVeR7fW8VTcdxj8nVOKmvPtjNzBXAgzn1MUkWv9ZLFv/u4zfTv/nFbenv/9xMemN/1RQSaZhZLuc+cJ0sRYq5BJYMne0lXy/vrgDdjYkyfeORWznZe2Nvmd49uJGbEfaTdfk+ZO6RWwGQouztVHs1XR7p5iaYBlQwWjcmyvR35k/l6w6wJ2DhyL6dZBKhHXVf6JXeNUAndyKCu/cPredS1Dy7kTVz7hb7IjfM6xDP3rmdG+knz7+YnyfA0DmBHkDCwvBm+t7jNxtgkrwYSiTDPlGYgvOPch/uDY6zMFwBdYMeB1Y45tJYt8HCek1mDfN9bkmWQRDsamSEcfgt5+IzQKw/j/Ivrjv7hUnnO0i4zMwbFAGsouzWrEcEPhFkOChnW4dd4/jYLsAN+X/YTuyQz8HAA6UCNovrYfm1gYxVEfYRourhmeJqenToQhre8VgGGc5BdXEc1BnkigwkWINtsN3bmyRYE3rtaTzo99+3J0uwWFhY7Ny7w5WwnANCFITvm+3wQuXENBZXDImjTuyfxZBF0ouuF1E7Hpd7CYAGM/5NpKVjPonZBgwR37FhsnzKshQMp8GC2Ra+++qD3WxIDIQcIeS8SG604Xf0E0Nsp8TOJ8ehdv6MjJyPj0ElYtwvYomc5VeefDk7a1Gu4oi/5VGOSAPAzu3cSN94pHbqlsa6jQo9rnp0VYmzdhzMxFhf/ub+Onmd4zqi7RwUKtxQ6YfjMyakKziei6PdzBRZFmQn1kAkOu1cIxKW3zpQMzYAsLM7q2pKr+/rZkfSzr6BlxO57cTbwTRgudCpABDOP+BjcbSbfumxV9J3H7+Zru+qm+XhDPMiIRzH1onmzA2sx9JY1R/kn1z+dHr/UJ3DAEtA6d9YFcsAnHknWR8ZHOdogAEAW9ldS6H8LAD8v/HIrfTjTy1lxiUySAb43MMc66OjdSUsnHf63vBscn9TlYtzWBiuEtQpfcu9uL63BtWUfyYoMN+u++rwnLoAx6n2aqNp6Hy7kjW56tlVMUA3etfAgJ9re2WszH1uADH8zg4z+VwwL7Hwg4GwpVrMsZmXGa01Zpj9XE8Xdbdys2ORmYO5sETM6xisbART/G1merqoGHrWnBjEsr1Apku+nefKa6jlW5GBYazPFdfTqXazKW6Ua5mNOFG8kivUxfPyveJjWmkQi7bMFCsNe227bnmWg5K2/w4gHm8vNRoR8ooJ5/gnfG8gwRpsg+3e3nIjQoBGRW0Wme5EjjW847GGzMoLDwsXXU1ZWCI7wgIGsxE7pDongki/k/5w3E+169wLfmdA8VxxvRGhMb3sKJ1zTOxIxMQ+8kFsAIiemho3cxCjVkS7TMmzPxtS3o9G2bI0RwRxSCz/soEGjOCEmiUwIGLfjuQ6Hwcnh+/gSDly5/n99qPLDfkJ43GU0VIWgApOAk4ZkX2+t7G3zN2dL3Q203cfv5kdSJiH6HBE/TljfPfgRs4bsbMIACFCazAA0GBsZ3rRagAA36U3hpOjcSIdyebVbww4jeVkxQjQbZw5waEvJ8v09aOr6fZUXRrWjisOHefz7sGNLMviPAyQkKQBpBZHuxlkkfSOE4lUiryGpbGqX8l3H7+ZXt9X/QbHmHyFj46upjtT3VyGdaEHeOgLYjkWc2XwFRkeoutv9kAScx7v8znNwY2JMveAsDPKfbMwXOWefP3o6l2AzWDaLIOBJbkJ7Pudh2oQCfAg78T3zemh9dyvxiDLSeiwA9d31ffSXHstvXdoo1HOlmfX97MlU7BDZ4bW052pKsF+vjf2lR6z54DFyWI5M3w8c4BDz5+loLzHXCFJ5Pc8f2aPuf78lnmNTrODP4AZqoGZ6WAeI+vqAIvXX55pB4A4brQDXrtjoMqBLUCcAYGvkRl4Axj+tkzXwTj2T9DuRFHJiA0izIxQVIDx0e/DoApbYiWDWRLbRjMb9gk+2f5iDiyS+0Ewzvmi+AZD24+lHdsO3sWCNPNAJkJzwgEAGWyD7V7eGp3QkVxtf+BArkSBLnO0eDpXsQAMxMoYXoTo8RErXjifwxU0nOw3U6ykmxPlXSVvifg8X7ycWZioUf1k+4t5kTQgASTMtdfS7amysXj7HPgtYyRqyCIN24BRdfQIMGCdeJQQxKgVCz7n6br40OTR4NmwEO0EsJkix4jbaXKkDaeG5FLkVXFcdmTYH7kPZnvsmOHEOqrncfYDaRc7dVd0V/aZazcZA+bo9FDV/8EN+C7JWSQqbXmFwSbOMc4V0jfma6Zo9gIAxLki1NmdG+njYyvpVz9xLTvUM0UlJXvrwGauYsSYHU22FMjAyJ8RnV7fW+aouPMUiPSe21lV6/qlx15J3clmdazIBMAu0KPDXbbN7Pi7/JbramfYzr2Tmc1gmJlBAuTfsG/nk1i25fFHULG+t0qkhhnz2Pge7Mjlkarruu8ZO+dcnytjZQZc/cCinWucu3mdW5RJvX2gmm/LwUh4d8L8Nx+5lRPPLV+0VA+2wgCIHCV/32uB5+tMDyAvjnYbbBCSQ66Zv++5udDZbMjHuOctfeI6MVcGaQQJYNoikwpAM0NhpuBksZzH6qAMUkTundmiklZSlY+1zeCDOfJ8uaAIa/5scasRrGK98PoVcwYBLJzT4mi3AWgInDE/3o9ZBNsL3o/f9RijfeEcAHK2ZZYA2y77Xx/jmeJqtg0ni+UMQLDlzvlwsBF/IFbUIhl9eMdjoQt6sxcZ/UCohlX1CRnkgAy2wXYvb5UEqzWcE9CJLhCBoBrW0PZjjcXFFC0LjBcgLzqWaDnfo1+OCIs+xoX3cSgNOMyCeDGdLW7lzyILYio9Lq6m570/R/htEGEJbJicJOhoFt/pp/H1cezIO2oXJWVLY3XyOMbFkSzACQ6/nX+cgnKybDjsM8VKWt5d3uVseey8N99ey5HPfvMDoOBzOyH+rtkJHGK+u9ADYDj0diyRaF3fVZVj5XMkUXZe7AgxFpyrjb1lo5oPDqNZFJw3R7dX99QSImRIdDCHubg80k0/evqLOdJuiZKdN0e3DeKYKxgAytE6Z4FzIVfmu4/fTD96+otpfW+VU3Cx022wIn4hh7oz1U0//tRSzk1gLP4e73mcBk6+tpwP58LcMb843DyHjp6brfF1MsjhGiCfcmnYCLaPt5fSXO9efevAZvrqkbVGInAEFWd6YIHr4mtj0BHPGSDPWMw6ABp5znDCqUDHOS2OdhvlnRmDnUhLqQxSr/byMBzN5373eHHE39hfP/eXR2opFvIzMxb8ljnnGSU3yYyyGYUokTrVXs1g4MzQei7WwBpnIOg593ppNoVnmzXCz20MvEwXVRl1xmHmwMyI70cz8PzLOuo12oyFc/XMQvMbr9Gsq6zTfDcWFomBJs8z9tj7d4DKx5opVhrgBdtoNiUyHszRc8X1dLHTzVIubPDx9lL+jsEFtv94eymX7nfZ4heKG7kKFo0IYx8QJ56bAcl9QVrDAwAy2AbbPbw1+oAAPmoKdCIvAsM7HmuU0LORcVm92A/EieJ8j8XPn7k6Rj/tq3WzLNCms2PEiN+zQMOssPjGCBCLMN9xPgj7MqgwmDB1b+MY5QKOkJmxMNvgiBROKE68I2vWmzt6aDAzo33Y2SMi/7dmTze6JeNw8V3OxaDo5kSzT0dkNGys3ZAQB9Kygui4zLerrtF8Rg6Fx4Jjgr4cmZBZkQ8Or2fHKDIfBnU4RDQZ5HMzFPEFgPi1p66ljb1lA1SQRI0zfL5Xgeo3PnklLe+uy+WSNP/VI2tZzkKEeUbzbdkY53KxU+Vl3JRG38wKyetv95ztO1PdXOnICdmOui8Mb6ZvP1pVkHMXbku0mF+DEAMFy1X80XqiawAAIABJREFUnmVQ/X5jdgsn0myXHXmuN40WOR9/L8q0uA4ru8v0y0++nHMRnDvh3AueDZ4rO8bT4TkyADvdk//EfJ+LnaZUarao8tB++9OLDSZocbS6Ziu7a3DJ9bHDe7HTzQCK87zWq4QWnejo2PPs0+/FTKWZJ+e7WAr3xv6qGph73BAcYp1knny/OLDDvF7sVNXWDDSni5UG68Q1sjxotriVbk+V2WHnGvgZYl681hPEiM9UlLb6Wnsd529sAuNykMZBLtb4C53NBmMW13knqPt4sSQ8c+z5cAEWg2NLarFdXA+X0Led5NoByCyfBpjwOTY4Sq+iLXfSufNEYuI6DIircLoQDioMl+C9/76J1Gq1BwBksA22e3jrtFqttHXLWAN41PkgNQ3a2fFEjmQgw3IUx1pPFiPyPgAjrtjhcrqWPPG3q2J5wcTQOgLkPBIbCb8chWIBdf6Ij4cTxXnEyJKBjiNk1jHbaFlGZiczMhux9jsdczGgBjQkIdugmjXiu3bAbcgt78GJsRyG+WKMp9qr6Xh7qQFSKFtqUIVzi0G0DMxsEnKI+NvT2p9zHRwpRv6BVILfRYfTQMcGPs7DlbEmCLg00m2U9I2SC77nRmzMm3X+VPj51rGV9O1Hl9PiaJ0ofrHTTb/y5MvpzlQdUcZxjFH8CICujJXpjf11I0KOhUNJkYDvP3Ej/aMXP5N+8vyLaWV32ei9YCfZ4BNWh5wWQA37tayJ87YDa2cuMgVmkZyMb4DBdw0iyDchiRbHGGc/SowAj0Tsv/f4zYYkzKDlzFCdVP32gWbn8BiF9zWJ7BiSJa4RLAeVrMzs0ACTued+AHyw/+k+5wXrgzN/oVMdgwAN43NQwizIyu4y59/4eef/TnynkhjXnV5Gp9qruWpXPB4OsNkw7gsYNr4D++H1GdZ0rr12F0MSbY7ZsWvjZZZTMh9ed1jXI6gw4864mEuvRf7NqfZq+s5jrzRAtFkHB4n4PfI4QI8DNTC9/QJfBvUGlHyXAFwMelll4LFgs7ATBiRm/m2HI2PP/MSEc9twgw6X3T82tJD9gReKG7kM72jxdNqx7WDa/sCBdN/W8Sy5IjgKOLFcfCDBGmyD7d7eBED2pGLb4bRly9Bd3dAfuH8yjRRPpSfbL2WJlZ3+00PrmYY93l5qJKBDwQJQoJJZwEz5OoGcRc1gJwIHFlHec7TGGl9XJnEkMy62kXWxRhfgY+AQ2RNkXBgDDL8pdRxAR8Qi3Y7RipE4n8d0sZJzRBzpt/NiQITxM0sBQLCDe6q9mpu29Yu8TRcr2ZjiaM0E42cZBM4ETqWvC9+xxAtHCCDzzkOb+RjWplMK1KDB/TCujZcNh9bRa4OhU+1K+vXbn17MmnzLbwwC7HRyXlfG6tK2p9pVtR8qPLmZXneyTH9w4ny62KmrM5F8TeQ8MjaM1ZFknOYLncq5/vGnlnKFKEAl0fz1vVUy+K8f/1L63Wdfys0EmSs7oNExZx6ujJXpm4/cykDpsn4LCKObt2VbgJMo2WL//N/5EmZcqI7lhHLAnwGr557fIVdb3VPmBpKcm5kYcj3ePrCZWTOzKWZmCB6YAUIa5/NkHmnw51wKgMrlXiUi7k1YK+ZwWnM3o2dipceiIdtZGuumnzz/YuN3Zk+5HwwUv3Ws7s1xZmg9feXweuM4RMrP7qwadFLhiuRz9vOHJ7+Qzu3cyOsVElCDMtYD1hGS3AGVZj64552H8vq+uhKgHWyOyXkvjlaNMlm3KAfuxoleH72eOjAFOMRhx1axRgEMuE9ZawiEeJ33Wu0ABfcvtsyAnXXfzISDUozZIAcA4ty1+D2z6T6O2f1og6K6wKAKoMJvDHaciE7iOX8fGfpL+f/TxUruK/ZUezGNFE/1qb5Zl9ulJ4h9kwfumxoAkME22O7hLUuwYgletJe8YhK6ndgbE2V2tGFJrB2NVK07l/t7XsTMnPj9ftQxOSReVC238sKKM3GqvZq1qmZebAAMTBwF98LuyJKjS5SD9Dgxyjgjjm6ZvjdTEMGM38f5xjE0CxJlWJYiWPbANbTzsDhaN+uy087nGLv59lojasz8YpgZ49XxWlbFOPxi38yfHQYSi3GoLsl5IxrO73GscPRw9g2I7NxjTE8PVY0Jy8kaWDn663O3PIlkWefQ4GgsjdUMAg7xt46tZMkbMhYcPXcs9/Wwc+6oLvtY3l1Vc1pQdB/wQM4I3c2/emQtff+JG6mcLBsyHifIm2mCZSDx/kKnkmq9+mA3d8IuJys25mavmpOdbTMlZio8x87lIFeFXArmhHvJzn8EgvPtivm6PVWmLx+sZVoGpb52ONV/5TOX0lsHNrMcymDd7KJBLJ+fHlpvdCE/1a5zf75+dDUnRfMZ18hJ/LAh3Occy0wTwMAV2RaGN9Pr++oiCg6scB/yjLKvK2NVt3XyVC526lLRM8VKujpe98aBSYSxi53PebYM5k8Wy+n2VHnX/cv5ePwkn3sNutDZbNxDHItnlXufNZPr+taBzczgOlfMTjkONMcyOGJ/3JMAsDM9AHKqvXpXYIixwAbAFngtNMBygMWMhddlAxgHkdi/pcd+z2z3fHutARywK2byDJIYdzxWLIXv6l/PFtfyHLoRIVIwjg3r4apYVj/gDzzZfil1djyR7ts6ntrbH240I4QFqbug78kMyNYtYwMAMtgG2z28dVqtVnrgvil1H63AiEvibbt/XxrafiyzG6ZWvSDzGSDEbIWrYrnylaVbAJN+Uq3niutptrjVkEw5SuN9OvIfF1B/HpPQTe/DAPAZBh1WxlEoL+oYZRw8ouwcz5IuooBz7bW7cjcwFjd74C4yMwCZk8VyutipehZw7CgziOyI94+RNDAiKjvTA1IwLZZa4Fi989BmBit27u1Avb6vm7XQOA44ay7DCUPl48MqkEBK9B0n69JINxvs1T1lA1R0J8scnWRMOAw+FxwJEpSJOMMY+DrGykmnh6qSne51MddeS2/2nHLkS3b4iIC7b8i5nRu5spiBh9kD/81zB0D47uM3042JMjvSTpCnuSCOMU3uAEhRjmXH19FeZFj+952HNtNXDq+nv/9zM5mJwaEmAR4wc3mk20i8RxblPAM7lgbKZjo4bzNmC8PVOD4+tpLe2F8f50zY78liOVeYu9ZrVMj5xGPaAe7HSnGt+f98uypq8JPnX8x5H1zf2IOD+Vvp5Q1x3S258/W2o355pJt+65lfaJTD9ecOGvD7czurXi5Xx2u5IYwfx3Gwwo1EzwxVvVmQTyHD8pywlrDW4BDz3CwM11XtPjxS7dP5brPFrXRjoq7sxXmZ/WAdZI128IFrcXOizODQ7JpZTDMPDtLcnqp63swUKznQgV0zQ+D7zmuzpWGWd5k5jXaGeTPbYnbWTA0gIeY6OiBoJobjYHN4sV5aTmz7YrvoqpVWHUwXK3cFEGOeBwHJaPNPFsvZ3h9vL6WjQ19QFawaYMB8uDFhLs+7dXSQhD7YBts9vuUyvIANRx8MQEaKp9KjQxcaCwo1xHHMj7eX0onilSzTMmBxlMS1wlnAYDH8/elipVHiD6DhhTX2D4lVqSyl4rcYB0uC2A8LM/tgcTaI4H1rfAEjdlDogB5lVDjwGCrT2TYQRP6oHMP5OKqGU768uy4nG7XCZkBsPNmnS1pirBnfqw92c6djgxacHiRGkXmxE3RlrGoMd6q9miU8GFhLNzxGzw99GLgOjoLP98AbYAVHFgfflbg8d5Z+AIZI1MaZObdzI3354EZ2RhxR9t8XO92cGIujS18Ll+yda9fJxk5Axin9+NhKvtY4N9EJt6Pp67UwvJm+fnQ1vbG/m6PTllfhdF/qVTy6NFLlHNDfg4ixnXY7/J4rA0ikYFxXs0NzYa4sC4qOo2VM3JeRBTC7BiA6t3Mj3ZmqeowsjXUzYDbwcI7L2Z0b6d2DGzlizr0Q5Xb9GDt/3+V5Oc65nRvpo6Or6QefuJ6TqWk0iISNseDUv3VgswECzDpaTuUqbxc6m+mXn3z5ri7vvkaWGs2119LqnjKvEcyFixj4XjvVXs33J1ImAgiASa8pZozseHudjc8la6lZA8seed5ZGwx2psN9aNkYEjW6qwMw/KyYGeCz00PraXVPHbDwtXflKK85tg+cs20H+706XvatbGW2Y3VPedd5moGw3Nc2h/sj7tP28UTxSl7DHCwzCxKPFW1uVBhgTyMIcaDPgUpLygAgBCaPDn0hDW0/lhPO779vIm1/4EDauqWTE8/pgl7lg1SgZMCADLbBdm9vYkAq1qPYdrihtwSMjBZPp0eHLmQqFXDxyfYX80IP+wH4MKigXJ9ZEL7D91gQnRzuxRAAgyMfI0Be5Pw5++F9jBAOez/NLX97YY1SqBj94lguAWw5lRMqL/ci99ZIY7hM0RNNxzCeLJazVMSO0qWROpnZrAaOvp0nnCY7D9GYmTF4bV8zGZ7z57eU8IyOMXKOczs3cvUsnHN+iyzDUUGzI+wfIAEoi9FnOyM3Jmo5xuv7ug15C6ARYwwbxn7osYDjvjC8mV59sJbSWMZhZsIOL44/Scjo+/l8aaxy/kl+5zNyRoiUG4RZmmOnkfEgH1kc7TZkNozHjI3fY4xv7K8kYnemuo0O2L6fDE4BNVFaw3j5roGi80zYhwHFfPg/TqZBCszF1V7S8fLuMuegzOsecC4JgOvGRJneO1SBJjegtLxnurhbksh+p4uV/Fvet9Tp8kjViNHO+4VOBQyR2VFY4fZUmTb2lo1xcw96vtkHc8vzY7mSwRvXwQwMMi/PZQQ9yJVmipUGuCon667nPw1smJFkLTFbAWCBfTIbxbpiliLe874mOOEuqcv31/eWjbWMdf5E8UrjeSJQBuPuNdT3Hvu3042cknE435DvzLerhH3O/ezOjcbazouxcr8yFoMbsy5etwwcbON8Xfgtc8x+XD2L87A6gP3x91x7LSsQbKfJ8bB9jjY/FnrBZ3AQ8tGhC1l6tf2BA428jzoJfSK/MhgZAJDBNtju6a3RB4ToQ6Mremt7ZkAoswvD4fyJ2ITILwALCw/7MTUb/2WxmymaVK+1qXzHjIiTyb0Q8z0MGQuno1gGBDYGcR9mMhzVAnzYcEX5Bvs61V5tGAB/xn4AHLHalY0G+ycyaVrfY7NjMyNjZAOMcx+jqcxbjEI6Un1Ox+4nzVgaqx1bNOB2ljgOxyLKjIOB84bDtDRWR/lxstgfkWf+v7K7ZiccHY5RYs6l28trwBGJpX75rpkBR4qRFFGG93effSnLk1z16P1D6zmx2CDhUq9ZnsvMcv2iJMXyDrNAMBNEPonG2oF0tHl5d5n+7uc/m775SFXmlP4wrpTG35ZhIR8x2GG/jBkgYGDAtcEBJydjoSfJQh7GudA1/MsHN9K/XH0kz5tZCx8TQFBOlun7T9xIHxyugKmZJc+dAYCj+34eDLpwokkgp8O92ZnLI1XZWrqzW4r29oHN3AhwTr+Jsi8YOZ6La+NVYjj3oJlQruXXHl5r3DtvH9jMx6ewAOD+3M6KDfL6AOA5t3Mjj9NyJq8bM+HlIAHOuPObLOd0UANppO9zswpe0zjncz1wyfUioHRnqpvnjPvj6niZqwpGqdN0URfjcGDK6yBrJEBsuljJTW+9lloy5fkCcNkO8RnSNgOUCD4M1Aw+YhDM8ql+zIX3GyVXBh1OLLc8FhsbA4Yxx9MByliYBjDCb2FAaqlVxXC4LQDgwwnpgypYg22w3dtbT4JVRxbcbfS+reNpx7aDace2g2m8/UyuaGVplRkLJ5s7N4PvmXolAdy1w+OiZmrYAMMMAwbK8q5+1LX31y8K5VcEAxyf/58f3syJe/2YGIxLlFbZiGLsMYLxvAywcNyiQbIxxunCabGhtCHGGGLAo/zCTfzsJMDQWBbB9+jgTN4GjoSNLM3S7CDixCGX8Fini5WcSI5z9daBOvq8vLuqcATT8PaBzexYXex082c4sNFJt5MXP7s5UUnGDJiWxiqZlTs0R4Zgrr2W3j+0npOoyW+4Mlamj46upjtT3YaD+uWDG+m9QxvZOWQfHO+tA5VzG8GjwZ1/h+PH+SE5AgD0kzkBGC52qvyAC51qzm9MVLkJ9ElZHO3mnAlLnSwvmw/nYICII3p5pP4dUqmzOyuZ2+qeihW4Ol516b4yVqZXH6zm4d2DFYt2ZazMUhlLxXy/wb69ub+bvvv4zfT3f26mkfvgqLnBh+fFn18dL7PEzJIr7ulvPnIrl37l9+eHN9MPj19N33v8ZiMf5fJIt9GFnOvkMq1murhuME/kJPkcpnUvIjtk/q+Olzl/A1BMJ3KAnwGXGYDF0W76o794rgEgTrWb/TUAwrACOOSsaaxdAHly2szyWNLFveL1kjXVYIVrQzlhg4UzWvu4pjcmyhyI8DrP7y50NhsMN2u7z5P98X+v/dFhN7vGuCz5Yg3kmsES2P6QPO4gGPvBnp7buXGXtNiAw3PnIJ5tE8Crny3HnjvohV3iZdtrebYl0jAmVjy4OladfD6hhsh7MgDZ/sCBzHwAQgYMyGAbbPf2Jgak7j5K5IHckB3bDqb29oczg+EFx4lmXoSOt5fuakwIZTtdrDRqgxt8wKwAOEhW7MdAOOLjxc4gxyyGZVF2kiMFzeLuRdf/j3pcnHkDHIzn2Z0bDXYEQ0ukzYYC0GE6H0M9LyeBsVkGNVOsZAOL82JnAKfPQMUGmGh0P/mJHTIDBTs+BgueOwMcJCc4b0QvARUGa/zuo6OrDacdh2ZxtJte39fNAOT2VJnW99Y5F0SdieQS/UaKQYSf83KU+VwvT2Bjb908kHwHl9G1vA2nG2bje4/fzMnY54c304dH6oR9HD/AEWNlXvj81QerKlY4nXbcLK/DIeLecV4N9+Br+7q52lN03n0O1usDGhZHK2f+j3/2TC7p+53HXklfP7qaQQuAi4pZgC8a510eqQDM2wc2052pCuAsjVWSpWvjZXp9Xzf9w4UX0j+98sn0lcPruWLY9V01G2PmZV5jNyiAjXv7wGb6/hM30uv7qjnkN1HmxJwa+PI+QOK3nvmFXBIW5xyQ+Denz6YPDq9npsn5Hat7ysyc4fz/8PjVRuUqnh2uP9LBXz/+pSwFRIZF93LG6etuKSD7vTTSTe8d2sj3MHlJRNzPih1kPWCOKOUc2QszIGbcYGmnw/rBfYaUkX0xv8gzmaNLvWCE11GDbqSF0Znn3jfj8Nq+umKe2WGO7ypZBGyQbcEOYRPM8jBPrNGs53yXtZpgBc+u7RB2wEGbyE7Y8fd676R079eMB2NjTfeaYfvltRp7bCWBA4pxfLGYDAoIl9+1bTYAcon+QzvPpJHiqQwycv+PLZ38N+ADSdbWLZ1039aJAQAZbIPtHt5yGV4SzmsAsqcBSIpth3M/D79wrJ8trqWF4c1GtIPIjJPEDRQMIAxoYkle60dZYKeLlbxYPlNcvQtosLDGfAw7bhiUGKmxY0cEikUb54UFm+i6ZV3xWFHyhZHEONLQj0XfxoLcBxwB9oHROlksZ5nGqfZqljZFhoTIoIFElFRdUilfDKQjsJZ9RCnDqfZqeuehmnlhzh1dni1uZSAw1666gOM8UAKUc7IEBqfqQmczsygACZzLM0Pr6UdPfzEtjXVz9adf/cS1XOnn8kjlRF+WztvOEI4OTviFTtUbguZpAJ03e5WEuA9wAMwGbewt05/OfS51J8ssvWJMG3vrykXOh3hzf8Uy4PTFRGt32Y7OkB2r6XB9HGWHaXj1wWouyBPAcfZ3DUhwXpfGqnO/M1U1avzh8avp9lTFFn10dDW9daDKd/jDk19IHxyupEA/ef7F9INPXE/lZJk+PLKW/vV/PpT+4MT59BufvJL+ymcupQ8OV1XEfvNTV9LHx1bSx8eqCkzkNMUcDedCMMb5noP7tYfXclliZFwAIe+DazYd7nVAAQ40pYcNfgAMNybKDJJcxev8cFXOmSR0ijTQC4Zn3feenWaei5XdNWNzemg93ZnqZmmRn11Hvj0fgCA6v58ZqvpqrOyumRazVNzzjAngZFBklsH3OxLKufZa43cuToEskufMzz3gy6DQgQyP0YwfOW/Mk+WbAErG7iIDXjsJ3HBODoIY5EW2FNYAuzNTNHP3sBVm42OBFAeebGMsBTagiFIrS9X6SavODK3nql6uBsg+XVrXDIkDcdOyj/7czIcZEwcUWZM8PiefP1NcTbPFrXRo55nU2fFEows6kvAtW4by+/gouTrWoA/IYBts9/TWSEKH8qwT0GtpVmfHE+nxoRcbNb35P9EQAMNT7cXMZFgf6gQ1Fm0WKRY5eo2wwOIEexHEeV8a62bw4aigAQ8LuhdBR4YYA8YCI2JNPos1UbNoeGwEbGT4l88wApYbzBa30uqeMo8n5qFg2ABCdu5t9JiDrz1cR2kxdHzP4IHxzRa3si7XuSaMFS2+JRAGLXYGSXTFgfNviIa+e3CjEUV2ngW9U3AybPQNsIiY4vDg/Dj/Yq69lpsC8r3ff+Hn0+v76oi0deuWcXA8kophai50NtOvPXUtlZNlwxkiWopTd6FTdWL/9eNfakTvYYFI2jd7dX64qmz0zUdu5TwI9yR49cGq1LKTy+2E8rwwrigb4TyJpr91YDN9o3csO2dRkoTjh9QKJshzQ77JzYky3Z6qci429lbA5J2HKiC3vLtKAP+Tz34+feexV9LbB6rrSHngK2OVVOj6rjJfR0tzLGlhjMzF7amq6R/J0lGiZOBmxohnxAyWHV2aWcbk+fPDm+mbj1TV3ZgXQNqVsTKDTJzumxMV8xOZGK8/zPV8ey29sb/bSKxf3VPm0rUxQOCXwcfSWDd9+eBG7v5+Zmg9My/kTlAUw0wYDJrBCNfcjCvPOOygWRcA7cVONwMI35P8/0RRdxu3DNIMrxmQpbG6khPzc3bnRnr/ULMPigMjM0WVN+P9Yg/MGDr4YOnSiaJOVueZXdldNiRY/YCCARJrt4NnDphhl1hLnPztdTwCEIMYAxfbEPYJYLJdtN0062Fg4nwPxu4AIzYeSTX/PltcS7PFrfT9Jyq7F3NFXE1z/85TWYIF+/HA/ZP6u84JISEdKVZrAEAG22C7Z7dKgrVlJMuuaP7jxYA+IMeGFhpJ5iyE1n4S5YjfsTaUhSo2EPTvWbBcacMMSr8EOP/fUioctCfbL+VFdWV3s7Sto1EsviQjAmqch+JF35S2o1l2DJ4vXm7ouk3526jHiBTGgSg7wAuDaqbgRPFKjvZhfPgO57E42qxohRNgJ8gyLV7WLHvcZjnQuGN0mf+ZoqpQQzMzl7r1Pi0N8xjRvzN37x7caDjEONFz7bXce8PAAEdlZXeZnTKcHYw85+HIKdHoO1Pd3HMBeZEdKrMVgCmi5x8eWctJvDifl0a66Xc+fTk7g5zXpZFu+srh9fThkaprdMyvoLeGO9XPhHvI19XSHO4t5pu5WRqrnH/kU7AFHNP3A+doZsSSMfe7sBQLed6VsSqyf2OikpUBtMgF4XdOVmf/OP/TxUouKfz+ofUsi/O9FAE+8xLZLkezz/Rkfcu96mT+zPKmmxM10MG5R6q2vrf6rfMtLo1UwPeP/uK5zP55fwa9jCMm9VPJzU66nw32x/cXR7vp752ezWwE9xfHW+hJAhm/1yNAtPNdIqg1++e1xpWyoryRe9ABDO7hGKywc3yuF/yAweU6f3ikLn1MiWBAvpkI9hFBDXlnMejAsTnf67vKxlo8366KVBiAmH3ws2aQyfrtAJLnFbaB4zOX7Mv2ph9Lb0DiAiacn0vb95Nw2ZYaLBlkRamXFQPYdVe2tHTNthP7jkz7wM65zHK4AM62+/elLVuGsvSKVyW/GgCQwTbY7vWt02q18oOO9Aqqk0XAjQifbL/UYEBYoPj7heJGrnhlqtWREUuecK7n2muNKhrWn3oRRvblRDwcLutNcfgdFbOkC+fT4MNgwnIAokeWbfCZQQ7nEtkGAwWiu0QUHe3/aSCGfc6317LzzHgdGWN/FzvdhuNlCcGlkW52LHHUHWmzjIcx4YwwF5EB4bO5XvSWviHWP9PtGjaCMpqXe+OxXALgZMd6o5ffQWQVp5PI7sruu0ua4qx+dHQ1O9eLo92GLt8ABGNpB/xCZzP9+FNL6bee+YVGf4kzPb26nVo7j+zjcq/fRuyRcW7nRs4RQG4Es/DB4fX0259eTLenavkM+73Y6aYff2opS3l8/MhIOdpq2RGOEoCPKD9AYWNvmZPjkW6ZWWL/gA6qVzFWy6MAEQANmg/aefe8nBUI4V7h2IujValg8nDMLJn1sLzSkW0zeAafZ4bW03uHNtLHx1bSX/uZC5lZmdf4z+2seu2s7C4bgAngdnmkm/vV4MBfHa+YGfKTLnbqymrndD9wP1HZjWsy37t/eIb87NlxNotzZqhqwPmVw/W8M07AL6WLyVn6nU9fzrlJPCPkMbA+xYDGbHEry0/5Hs8rkkeuh9c4MzWv7+s2rlkEDjwzfO5KXAburEEU0PB6eqpdlUA2E2ygTiAqgh+zL2a6zWzYKWfsXj8dhLHD77lhHX+muJpOtas+SWY6PFbAnu0DdsdMhdkKM04OsvWzMXE/ABkzIDFIB0PE923feZ8gJf6AfYKn2ovp4M7Pp/b2h3stAPbclY96d+7HQII12Abbn4ctV8GqtZV70pYtQ7khIaCks+OJ9GT7pbvK7MYcC+dqQLW6EpZZjOhsow81i8ICyWLvRTIyF+zHn5tNmCmatLkNkn8TWYkY7fJC7IiUo0mRBcGIOEcCQ8v+MDY2aNaIW3oRAQgRMOuzo8M1U6xkZ8mG7WSxnN7Y381OCp+dloN7Z6rbcHosc7CMAwfGUVKilzAHlCLlOzgyRIA5X0eqDWhcynWuXVUQ+sOTX8hRV1+/+fZaroCEM3mplxDt73uOOB8c0OXdlYQGCQtO1cVOHZkmOopcyc4lzrerRuFvOturAAAgAElEQVRQ/95zL6WvHlnLjAAR3Y29VY8LnF0Dm/O9hF6OEx07rpEBsx0GA2x+5/PlGn79aFVNan1vnVBttgEHFufb/UMMQnBs+ZdziUnlAB0kbCu7q1ya67uqXAYcaUf8Y6CAc/e9aaAcnXYAyEdHV3NTRuaV63SpV7nq42Mr+foBGOmTwb3BOV0e6aa/NXs6V2dD8sTz5Sp1Z4bW01sHaiaHa0C3+sg2RqbOkryFXllgJFTndm6kcrLMv1vZXabfe+6lnNt0sVMVc2BeOT5jNMjlOWH9dCCG78wWt3K1NI/L9x+yrsu9nDODKq+Zq3vqHCU77ZTy5fmO975BjIGP2VrOp5xs5n94TTQIgB0xuPHLjAfjMeMQx2UGA9vD37YJZj1sCxkb+zfrjw3mnGeKmgFhnAYoUWZlJiQCDdtf7CkJ5ZZh8yIQab+B4jQELmFAtt2/r5HvQQUs/BJyVLduHR00Ihxsg+3PwZYBiBPPK51lnQhWbDuc2tsfbsioXGqv33uuiPFUe7EhXXIp37g4RQBjB98LpqNPXoj7RYciY+LKJizEfJeoDYyDj4tRiK8oaQIQEBXkPCzZssbYDr01xZbNkDyKg8R3YwSOyK4dnBPFK7lh5EzRrP7CizKjp9qr6csHa3mTK2edHlpvACuOi3ODU4cjaYeDCCZOP04akT2iwwZrZphwWmzgkd9Y7mOn1Em0SL+oiPXXfuZCI3nfv/PxcfCQ/KDjJ0J7c6KOoDpK67K3nN+ffPbzmfFBUrW+t+o58vWeA4yTjTxreXeZvvHIrSzjwrnn/0TirYG3k+VrjDNnoGuHis/nNG4c8Df2d9OPnv5iemN/5aRTmnd1T5l+8vyL6deeupbHD4iiBDEle6n2BONDZaTVPWVmsX7n05fT6p4qgn9lrLyrY/xce+2uczHDyHWwg2yAYjkhwBBwYOkT9//bBzbzObua1eWeXO6fffF4uj1V5mIRLxQ30pmhKml8oyfJYh4ZDw4pY3EVLO67a+NlLhJgQO2Xzxew8VvP/EIGMpwHrMpcu0rSJ0+DUtA8BwQOuC+YQ4M71hnPq+eN+eQ+9BrE+h8rYpm9stOPbIyx+/4GbHnt9PNmSZYZAdjHU+3VnFPC+UXpK88FzyvrDdcwBsA8P9PFSiPpHsabNZ9cscguWFbp98yKGDzMt9fuYi6iNMz2z0wv6wPn4+CdywrbFvcr0xt7gAFW8AcMXiIgeb54OU0NTTfK8LoEr/uCuCdIxYYMAMhgG2z38parYNWviZz/gRRraPux1NnxRCNxjCiGGwxCq1pPGsGFqVpkV6ZqXeLXix05DpZiOQpjYAETEyNQJ4pXclfa6LTYQHrht4HjO7PFrZyIjMHCILvrrUFH1OcSYbSxweAbWPE5jiGN9RiLZVv8HkOLoaa6lI0WwMgOBuO5Nl42nAecUxx8A6RodGeLSmNOZNGMyZmh9fSdx+rKTLenygx6kFvYcTCDc6J4peGozPUkHL/6iWuNRGCzJTQfm2tXJTn/5ws/kx1anEh6Bjhq7r8dFabpnKUgOBI4x8ynHStHtZFt4QBT2ev7T9xIr/W0/oAPPn9jfzeX5DXrYccWuY2j147KmpHivjbwcsTYkhm/58aBOO8ruysA8nvPvZRKlc398EgFmr/z2CupnCzTB4fX01//Cwvpo6Or6RuP3ErdyTK9f6iSC63vratGcf7O//CYmF+DJEe0efYsq7GkCQcUBsssiF+XRqqyxben6sRxgPXC8Gb6jU9eSV89Ut2DyBrZj6+T2SLOwXId7n1L0WC9ItMTnwNLFynn7PthoXePG6g4B4XjAYJ4HmBYiPobyFpqyLOCQ3+qvZoDAgaAfo6newEQggmA8+miKX8yyERmxXs8X1fGysbaaunrbHEr3ZlqPt/cJzwXPCNmxz3HXvtni6roAE0bY9ALSSn32ExRJc1zPtg1z4fBQgQYlhOb8cCenCyW05WxisU1UICRYVwxWMdrfW+ZrwdyZ7MSEczAdHBs7DqgAp8gBiLNkMQeIIARktBrudVE2rJlqNGTjP4gABCYkdYAgAy2wXbPbpkB2f7AgQw4nAgGHdre/nBjEQGAWEoVq131azoUE9lYWCPr4QXMdDKLJQ6TF1o77l7AWTTNMjiKb61rlHNd6Gxmh4Fj4yTbYCAfMG3O3wvDm3cBG0eiSKKc1thsVB2tJnLJnJmBgS2ZLW6li51udnbPD282jNBMsZKujJUNOYodVTt1VJE61a6a/1nyY4fdhpqk5JiPAfviaCkOk8GTx2PHh79xHK+Ol+lXnnw5J/7iPNopcxneVx+sE7hx9LqTZcPZc3TQDovBBBFzjoPj5iRq9ucmiDiylPI1cFoaqxOg3QUc9uXdg1U0HlmOHXKugXMG+sljHMnuJ1niHjboALD2Y16ICtPkDXBHRShkSrA6ZqGIbjux2HNs4OBov4ET5+h7LIInR8Uvj1QSsrcONHvi8EyR5E9vEnIhAAgAE8oQdyfrvjNmomLDQ+cUGQwyLvYNyIvPhCWCZ4bW08beKpGfuZpvr+UmjgD600PraXVP8zuRSXJhh1cf7DZkcsjpHLiYDteDfXBeMDl8DpCJTApjNFBkDYksBOM3iOK4sCORfWStQGpqKafZasaNHZkJY/A9Z/DjNYm1GqDjIiD+nPN1dUHbKtsNwBB2iSaPXmNnirp3E7+PwTbbvciWs3a7YqRtqRPMbUvNtmDPXX7Xnc+xUa6Yxb/4B88W19LU0HQa2n4s+x6VDKsuiEM/MlgQFBpbWsMDADLYBts9vOUk9JzotaWjilh1M8KR4qlGYjkLyyfbX0xPtRezBpSyvCxSx9tLjQiLFzg75FHratYEkEBEKuaPzGjB9QuwEJ1YH2e+F80yw8E5YASJQnkRZ9FnLHYEvaBbt2spgQ3G0lg3RyojoLIhwFlGqsQ+HaUyODi3s26+5WiwDXn829F9O0mzxa3swGFMI1Nkp3auXZUxjYYcFgDH65r6ABgEWBLEtbETQQRzaaybe2Tg7OF02lHBAbs9VTb6B/z4U0u5oSFOozvERwcCp/v9QzXjQE7A6p6qlKwZkX5gAPkH1ZRw/Pj/yu4qeZl5wkmklwSN/Dgvno0Y2eba2QG0PI/5jFIlf8bfdta4vo7Y4wyZSfM15bj+m3Mz4InMhefd9ytrge877huDWe6JLx+sciHIfTDInmtXcri3Dmymf/CFE6mcLLMDDrN0sdPNuSjXxstGfxFYkdf2dRuA0/uPzxnXzq87U9307sGmnI7fMEcLw5vpo6OrWQp4fngzS8A4DnlPvhdwfJl/J/wvjXUb/XkoFOC1imfu1Qe7mf24OVEBIa6dAwoGjayNLxQ3GuDKzCnXjWede+C0QEa/fB72Fe+Vm71x8RszqozDDr8DRHboo0TMOR/81scnsGAAwLoebUgMSHnN53fkyvC+x3qhs5mvDw69gRTX0MwJ8+jzjPYGgGAVgj93cRgDFIOQqIB4rrieHh96saGi4Dt7hl5I7e0Pp/u2jjfUF05AdzC06oLeGUiwBttgu8e3TqvVSq3WjrR1Sydtf+BATgLbse1gZkTohO6O587fQOMZgQa0bL8FyZUzcOStH420cNTcwoIcby9lkGAGhH35t/7bxsCVVLzQsvASkfM+PN6o0cXI+X0bWBtcDAiOgRkPg7XniuuNCLHBhcGckxkdPXTkG2finYc2G5F8IsF2ltifS8ziFLCfCLCcjMz/YwQUh58cA/JS7LC5QZkdoZmeYbbcyNKT3/jklUYexcbe2rk6PVTlFqDpXxrrpl96rC5f7KisI7h2fDkmjQbRvX/70eX0u8++lG5MlI05MJCzM05+xDkBEGQs7x3ayJIsrjcSICpVvbm/e1dndYMiS5nsRNmBi7KUCBgjcPb9NKP5MMDwfWYHzo61AYz3ZbbGchs79Ozf7IDvLz7zPUZ/EeaZf5mzdx6qmkxS5Yrfnh/eTF85vJ5+/fiXMnMCYMCxJwGfKDjXGoAcQZYdfObnUg/cu9cHa4TnnHuPe2JxtJt7yzBHBvT8zTPLM04O0uqeqtiB1wHGxfF9r/j/vrecgwVrZmeX/fKc+9o5VyFG+mOT1chQxgALbCXsnZmFeF/3k+F6DAawd6bqHB/G7P1zfO5ZeqzMFrcyA+3j8C92a7qoE8VtFwwCCTT4mhi4MG+uIMe9F4NjBkDRNkbGI4IU21lYU4CHK11GWTbsiNmPp9qLaWLoM6nYdrjBgFhqZXk4OaoDCdZgG2z3/taogkXEgQXgvq3jaevW0VRsO5yGth9Ljw5dyMlmVLhyzobrf7MgOdkMYPDTqmPMFrfuqqABi2Fn3xGZyKawODp/hEWT/TvRHKOBfCkuvBFgcK6WZfHdmR4QsuG1AbYxJAJn2t/GJy70jsjBbkRAMyMjzL5i1SDA2Hx7La1LsmHn1BIYvvvB4TpJl9r4ftnI2zGIUg72uzRWJ/WWk5V8BEnO+Z6eGkkT0W6fL0YWB+G1fd3seOCYEZV374rTQ+vp1Qe76Tc/dSXLmxZ6EidAltkAXxscaK7BhU4VjSax99p4VS3qNz55JRt/M03WyuPM07zOTjEs0cJwJW+iHK4lW2cVuQYEIX1y924cIMvEDIoiOLRcJYIM7mHuEQNXzpFrZcDG3Blg9gMX3q+d1MggmNX0fu0Uc99YfmTJE/kmK7srVoMKX8wjDEc5Wabf/NSV9K1jKzmh3PfSnam6epzHdFUSLsbMOJCqnSyWM4uxvrdsnHsEvOyX6zffrkpef3hkrSH54tqb/QCcIEuC+VjdU6b/8dxfTK8+2Bwn92eMmpuV4vpMFyu5xwvMGs6317RT7dV0s8eysB7GvL7IGFvCeaFTgaUIPri/DGx5zmLggvll7TEg8HHNrlF4g+BUlB17nTc48rpt1tzPmffroBTzMV2spJsTZWNeDEz6HcOBJgCTpcH+roNwLgBjIGL2xPZ2uli5S1rFy4ExbD++gWXaBDRHi6cboAOwsXXraNq6dTSrMFyVs8oTGRkAkME22O7hLTcijFUnSAp74P7JtGPbwVRsO5weH3qxsdh4IbFzzkJlkGFwYoYE4OGFkAULepfX4mi3sSjaUY+Ot5kMR9dYTB3VcUSKhTPS1ICOeHxH7CzLgnZnv3aSouFytI19waJMh/PCMcFBMjuDjMvgCucEjbvnAacY54gKL5YVEC01Q4GjMVvcypFBxhmlM9aTz2i+FoY3c0InDt9scSuXto1R3xjpdBSQqKuTiukejbPBOeJUXBmrS/Pi6NyeKnPk3A6xz83R33M7N9L3Hr+Z7kxVOR2cB13C70zVunrOjTFatkEU/ep4JREiIRsAdX1XFaUGVBG5xwm+Ol5JYW5MlOmdhzbT2wc2GwDMDvP7h6pxX99V5n4aOLR27O0IWzJj0IC8i2tiBsX3UXSs+Y21/T6mpXh8DyeWsbAvAArjvzpeAQrvi3HN6zm4PVU531w3J9df6FTFBl7b180VsNznBMkZTRznda/yrAMSmafzw5vpnYc2c3lcxkbH8lhAgfm2o+18mYudCkS/dWDzrvEbmF/fVReUIC8HkLa+t6o25g7tkfni2nIdzLKxFpD/w3kBLBwcoTKaGTI+N4vA2FkXeB5hqa/2utMb0JlBXt9bpnKyBjrRqUca6s/NShhEGlDZqbYkl+vF9YtseJTG0hUc2xTnwzaDe97MugFXTDK3PWNezMxgG5Z3lw1pGLZ4uqjlxlEy7UAeL+bCpfZdUOZksZyDkJZ14TvMtdfSk+2X0q72s43Gx/dtHW9UuwJ0bLt/X9q6pZNZkAEDMtgG27299SRYDyjKMJGrT1iCRQ5I7NXh3I+YxEayOguQQYuT2QwGIojxQseCZgff+4i5Go7AxNyNGGlyFA7AYSkX3cft4Huh53cLvRr1Pl6MQOFQGfz0k2c5SuUoG7+3jICIoZ1zAMTiaPeuyBvjj9pmR7wBNfNyIJ8rrucorKPZ/WQJOFBUo7F8YLaoy2xixM/JYXPU2+dsx8XR82mNBcfrm49UlWvsMNuJW99bR6lxrj4+ttJwgHGoHJXGmQWE3Jnqpn/whRNZioMjeG28qvBkCZQj9t7/hU7lFL9/aD19cHi9UXb3bO8Y5WTlXLkRHxFfqjb9i1vH0r96dzznuiDbwkllnzRkpJTwZeWbxDwMrpejq9E5jdfDn3OfTYf9WW5lMOnKRfzWwMc9XWAtur1eF/Mav2VeAI/X9lVlf+ndwb3A3CwMb6ZvPHIr/ejpL6abE/Uc8p3LI5XkCYbLfWumi5rl4v4FLJaTVXNHJFzndm6kdw9WIMZJ2fF+Nltm53xxtJtzUcileu/QRt4Xc8z6wD2GXOrDI2vpu4/fzE1B2WdkwTg269Rce63Rk+Nip7qPzITFwMx8ey2981Bd+Ypn3mvvdLHSAEF+Zt95qA5gGCgzz9wrnCP7wFG3HMvBkX6BKX5jKWpch816cx6UoDZowP6YwWcMkbmI7InXUOxttAPYF38OUHEHeQMt7CVjsKTZdtjBu5j/8UJx4y7Ww5UwsdEGHFH9YEnWaPG0yvDuabQEiG0B3A9kAEAG22C7t7dOq9VKW7eMNRLAYiRi+wMHUmfHEzmfg0jNTLHSKNn3THE1O8AAE0upYgTEAIH/8zsWZ5gTFmIADHIn0+cGM44+mc0wk2DwAhMT6XNLn2IeCtIS55iQgIjRY1z99Lv9jBuAhnn0mPmbz2L0jPei4/77L/x8NtzR2M23K/15dCTtyPBbO5gk2zpyR3TOQAGnBFmVARbjY14MbKJUKcqX+kXqDWqIVOOkWWuP0wK74AaD9Ldgn/PtqncCjq3zgpibyyPd1J0sc98Ky37uTNVN+pygazkSEd6r45Xc508++/l0fVeZnSAkRYujFQj5xiOVjMRyoYXhzXRzokw/evqL6bee+YX09oHNfFz6dvB/WBRLvr75yK1c0coSPF8LR+55398ze2GJTmQCff9Paz8APYMYvweb9rWH1zLT9N6hZs6LgSPgDcbjw17lKubN+SA0X7wxURUAuDFRZhaKHJ/F0Yqt6PZKcBMh55zN6PA37AfXEGZkZXeZvvf4zcY9H+fQlat4nskroVT2TFHlSn18bKXBMMCOei54Le8u0987PZu6k2UGVzwXZqh4VmFOOS9yMQBkvn5+Plk7qdjFb2B44jrBmHnmZ4q6shbzzfoZ89AccDEAAtjwvavjZV67HZDxGow00syrbQ3OO2w267aZfNsPS6xsl6JtIojk9d8BNPbDPeExM2+Mz88Q4MHfieCgn+30y/Is53iY4eD9GESMOSEGKo8OXUi72s/myldVg8FOoxt6o/t5roa1Z5CEPtgG2z2+5RwQ+n80pVh1X5DhHY+lJ9svNRacCCAAGyzYSKmgaUlScxPCGOFh/0RInMjmxHAngbvkH59F6ZST1CPzYnrZRiNGqWy4+NuSK1P+GBIfx851NCBnRJk7AuYx4wTgUGD4cDTMiNjpoPkbzo+jX0RHLS9y1NSRyumikrgQmaWCGI6Eo4mWzJxqr2YH3dFxnK2LnW5DSmMJBsd69cE6Yh2dWBwaxoyDjdNi5x8JBg4DybNEDNHMI2XBOXXCcr/8B4DA+4fWszPHsV99sJv7SbjK2Kn2ai4TTPT9aq8hH0nJllsRxb++q0y/fvxL6c5UN8tqSE6/MlZJkCgne2eqkhHdnqrkNq8+WDnS5Aog7SE3whWiOH/KGTsCj9MYAQpzEuV4lrThpDqZ206knWbuj7cPVHNDbwt+B3Nh9sPVxO5MddNHR+uSzC4PbWnalw9upDd6Sf1mWC71wOV7h2rZGvcA44v3Avf2wnDV0d75KGd6oPTmRA2Mcc7jvX2hs5mj/4z35kSZ3j5Qyy9PtVfTG/vr8zIryXz6nrvQ2UzvHdpI63vr3CHK1Z5qr94l9fR6wL3CmOl4zvWMwJLxuSIXkjAHT6aLujz3TO+8ARnco9GpvtSTmxoA8zsDCjPEXivtiMNcsL67UpfXejMXBFzYjxPwWbtZ8zk++4rJ3GZgzHBgR/1dg8vI6nM+BEXYp9darqdzGR3wsx21XcSWx9xLy6v9Hed9uHqm/YbniuvpyfZLuQpWM9m8qsBJVc66MueerMwYAJDBNtju7a0nwWrnB55IBJUmtt2/LxXbDmcGxNELR0AAGU+1FzN44PsGFY6KeLHis7gYRpmVF1r+b+PRD0TwfRgAjCOLvEGAWQcf05Q4BoOF2k5pHLfHcqpd9+QAaDCPjtgxLvp9xIgeDqKNqiOWGEtKZJJETmMsnw/MjB0NjusoJcwM0UHes/M/o+Mb3OBM4OhEeY8d1PM9J9yOLczFNx+5dVf3Y0cXrSPHceH/f/yzZzI7YecWyY+rCBE5N5NxdmfloP7yky9nh9IOEed4aaTKHaA0sEvUXh0v7wJDRNZxhJ0o7tyQM3Kyieqv7K4a/P3gE9dz/xBkYZYoXd9Vpo+PraT/90ej6Xc+fTnLj3CaHGn3tcCBBPSQewBwYu5gkjxGO82n2quN/bt62Rv7K4Bk6drp3rgNhJgzj3dec8Z5L/eaHwLilsa6OYk/Vr863zuvj46u5pwqmDbOa3G0m/725+bTP/vSUxm4GrABHixpnG9XuUdXJfHi3G5OlDkvybIrsxU8ZwZn8+21DKh83oBUAyHf43be59tr6d1eOWLukWu9e4trYmeV8zX7YVmVpXKsHw4+EPzgulka6sCBwayZFO5pHH/WLo+V38RAihk3fkPZWn/HTAbvv3VgsyHd4nvRtvB/z5ElT6z5jMOBMoJvcd2Oti/aE+YH4NAvn9DHh6WfLW5l8GfgEpkKMzzRFmLvLL+ylMoBRhehif938rpzQAiAkutx39bxRhleNymsckAmBgBksA22e3jrMSDjDe0leR+8v2PbwcyAUEZvulhpRDJitSvX+wagmCWxFtT5IF5sowaVRRPHM+aKGJREEGD629EkolQ2cFGC4EhaZFGIOOFgYRBw7iMzYsDAvjmXyCQYFNjIRABFBG9ahiM6kSSdsi9LJJCOxYin5QMwJyeL5ZwQSkTZ+RoGhHZ+LEth/+TsGGzMFCu5WaCdKJiLKBGy02SnF2eP9+308RvGgnOGPp8IcleO2umh9RwJt+Nl547fwURQ7QiHCpkPDpQda+cZWH6EI7gwXCWW4yzO95y7GxNl+trDlU6eRn/I0Mj/IKH61566lr7z2Cvpb82eTj/4xPVcApjvnw7zE0EgshePD1nU7akyV5a60Kki/5dGKsnSfHstsxCXR+r+J1fGKrDw/SduNMrbmk2JfwNgOPblnqQMpuL9Q+vpGz2gGiugAUaRVV0ZK3NSNsc2EwQ7cHuqTK8+2M3XE7Dz2r5ufs58/ZlP/kbGd2eqLkJAngLPjeVbNGvkPmOu7kx18/1zZmg9syEGAZZfAogZ2/nhzdzjxBI0P0e8ZotbGZyYoeH+YPwGGT4f7p3l3WXjefNa4aAD57myu26QavDiggf8P8rFvNayDjMuS7hYAx0w8RrNvrxW8x2zf3wGG2N2gbU1Bsei1Mlr4U9jWmx3zKzblmG/vAZHEDJdVJJpvhMrepkV99+285ZZuYJlBBj8jR/ggjWWYwFACHYi/4bx2LJlqJETwudbt44OGJDBNtju8a3TarXSA/dN5Yfe3dCJSmy7f1/q7HiisXiYgo2gwslpMUHNQMWfTRcrd+WHxHK7XnDj4kkOB7rZKGcyiMHYR2PgqNmMDA/HudSjtQFAZiXMpPjYEbREOt6JfQAWKjRhxDFSzDmAgbwKHAMbO48Dg3l7qo7I2llwFNISAAwe+mwn4rOf1/bVCe7MK8eNMqmZYiVLWIgM+ntEMC92qgg915PrcXbnRnpzfzcnHHv/J4tmtSUcLmQZTkA38LBk5nQPpLmHx4XOZu4hgVNvR9WyBjtY53ZupL8zfyp3y3ai87sHm0DETl10tvnsYqdiCugVAUMDyJjrAaiLnW7OY6FxJPKjpbFK+gOQuzJWOdblZMUCACjtlNphZL5ibkiUyCDVcZ6InXFYDsCLJXNRRmTAxYtyw9fGy/TPX3ksvb6vOlfkdAZzLhZwY6JMXz64kT480uw4bpYBEOVcIpgRJ5BzTXFsYbsArT6XheHN9K1jFbCOjKGdce7lef12vr2WroyVOckZAHZ9V9mQLZkt4fkE7MAoGVCQS+Jra7mRwd+VsarBJuCYY/pZ4x4wSCgn6yajrDmsr6xVp9qrmQHkGTIzHUER64ZZEO4Vr3fcQ/47MrQwHw6CMEbGGxld1olrPZaWe93rv20H440gxOdEIMvn4AAXYwB4WS0AoGAufppKwEGrCDC8T9tc2yXbYQOPCDpcOWu2uNXwA2BJIgsyWjydim2HGwnmKDIi+1EnpU8MGJDBNtju8S0noUN5OsmLJPT29ofT0PZjmWIFbDgpjYpXNBcy82GmI/7O1bPMoPDyIujFzMCCBdLGAoNm5gMw4IWaz9kHi2bM+zDlTvnEflIty4BiFIrxwTY4F8MsiCNYOMMYLTMsOHcz2pcNTnQucGKIjmKQ+RcDbECCs2DGYaaoNdswItZ4ewwYZEtEKPtp0HSqvdrohYADh1NkeQlyMAO56Khw3gu9JFacpih9saOCJOhrD6/lvJTF0W764589k3M4cIpd8pe5MbgldwLWBOeP81oY3kzfffzmXRFmzg+pGeeNM3iul9vw6oPduxrO4QydH95Mv/Ppy+njntPb7XUAx7EmAg4IWByto/zre6teJgADy7ksP3Ik2HI2xhEZHrMEAATm0hJGzpdrt7G3yom5vquSm1FZDOnanalulurEPBZL3159sJveP7SeE5p5BpwvsbK7TD88fjWfq+8l7p15jZOxAgiWxrp3yc4Y59JYN4/PMsnIBvhZQfJG7w7uHVgNX/PIrC7vru9Xqr0xfpgvsxYGD15bYOC4Jyg7zPFn+jx300VdOMGsUIFxwQgAACAASURBVAyK8FzDpsKEsB9kqMyzAUS/wAXrCesV+7gyVjbWwSitZU01a2wmgzXf++Yac2zbGYNnxmmJFGu57YttgcvA2xZyvZzPyPtcfwMhAx1AEvuNVaoMVgAIViY8W1xL54c381w5/8P9vqyGOFks3/V+DFo+1V7MSeg0QSYIyr/khDg/ZJCEPtgG272/ZQkWL3cepTIWfUBYcPrJqwAe8+21RjSEBS3qQh1xgQFhsTsztN6omOHF0tEYjISlWOh8vUBHx9xUu1kKgx8bZMbJYo+219GrCGZiBMrSgJ8WpTpRNJPRMYoGQ/2icT4Hj5l/HRnFsWa/3j9OWYy+Y0BhFTBoOCHIfhw5tKPh6OWp9mqu4IQTYhCFA3+qXSXXApQw+Dga54c3G/Nh58bRPqRblOckomvny4nXp4fWc2dpnFma/fHetH5jEGWHzFHx7z9xI713aKPBrFBBqDtZNhgHO7Z2riwjWhjezM0PDczM9NAb5PZUmf6Xi8/nczgnAOJka2Q/5JfQIPHjY1XTyK8frXqrXNVcmp0wE+DcGc4HFoJ7BRZhcbTus3Ghs5nHdrFT5VD83c9/Nr1/qJIblZNlvu8sMQNUAdzYzxv7q/yXm73KVoBm5pHrTxQe1shSPsvN+B2fcZ4k/nM/ADBJmDfg4rk2M8l1ttwNoHFzomb7uJdhl7gvcPTNwpGoPN9eyzk23HN/+3PzaWV3zTBG8O6qUc6ZoZiFnxUHJVhv5ttraWNv0+k3IIjR+Ln2WpbSRVYNiVyUmBko8Ewa2PBczvWuj9kTO+rsm/0wPsupbCsYg+VYZqgBEnE/OP2sx5Rr/2n2wAEp7hsqLBrswJo7p8TBMD43E8NYYtEWBwcNTqx6iBWtnAvKeNzzw6oIBy4dzBxvP5OKbYfT9gcO5I7oZj8MSAiObtkyNAAgg22w3eNblmD54faDT8RhvP1MerL9UgYa/fI5DEoMTIh0uCERL3SgLLxe9CIzQpMjFlsoa0eJeM8RJUe6WKCdDO6IE4s2htCGAafe0dFHhy5kABWBDO/P6P0TRZV4HhkYgyPyH3A0HD3jhQPy9oHN7AhgIM2A4JxwvjbkGCwzSEQLcQz4Pg4STvR0sZIdK3IY2C8NDR2JXBjeTB8crp3HDw7XSclRzsH713dVunePGefn9X3dbMTtzGCwcQj5+9ePfylXnIIl8LFxaBmDqy3hoN+YKNNbBzYb520WyZIxopLMDZHshSA5QuZlZ47ry1jsIJoFYt80L8Qp5FyQu10Zq8DK5ZFuWtldl5m90Nm8q+KXGRkYEkoAdyfL9O1Hl9P3n7iRFkdrOdf7h9Zz9a8Pj6yl21NlemN/BSCWxro5P+TqeJn+p/N/IZWTZS4p/C9uHUvfffxm+ujoanpzf9Vjg7mnIMFlXTczKzjHbh74S4+9kv7Ri59JS2PdBqDh2ppd4Lx9X5mN8r+ee0B3d7JiYwzYmfePjq7mxH1+65fved8LcT+MC0kV9x7Xxwn2/JbjzbfXcp8R7tfX91XX0eVq7SxzDOdGAajeO1Q31bwxUQNnsyAzRcW6mWVyQMKMC/PgJoU8m7PFrUZ1uuXdTUkmwRPO29JRr+Vmelg7zWqxZpsFcmAhsugeA2PjvLymc58taJ0BcBjMmCHH1mGrIqBgrATcHKQya9NPsmtQhp11Ty/Yf/bPOhSl1dF2u/qVA4W8j92P0msrJ5qd0OsqnA6I0pAQKRYB09YAgAy2wXbPbrkM731bxxsP+QP3T2b2wzkg/cCFdaGxOWFMUHPkhfdZEM1AeKEzW+K+ICzOEYAQDXS0y4sxnwFWTE1Heh5ZkQEI+4vRLcAL+4maX59LpNh9TPaL4ZspqsRUv+fv2UFydHC2qPM+GPdM0Uwo9xyyf0c4cVTskC2NdbPhw3EAeETmBoM4F5wknEtAgmUp53tafhgER/phYHDcp4u75SMwMQYJC8NVSVMqcSG5wak9t3Mj/fD41YZ85tzOjfT+ofWc/7E4WjmWbl6I00SU2I6LHQ2+f31XmZuyOZpumRVSLbMhdpSZX38HZgOHk3wOnEDnMtycKNOb+7vpV558OX31SJXAjqTL48Kx5doxJ3zP7AnA6r1DlUQMkEEeCv0cyskyg4qr42UuSUtpYBcCMNNxJjjpXN/zvWpg7x+q5HMc0zkllrad21n18Vgc7WY20LIny5osB+Teny2qfKj3Dm3kXiEGbLenyrSxt8zzw3gdvQd8RJaRa//hkbUMmJBMLY3VbCDf4zrwN7kUrAXkbpxqr+Z7mHvbskGeO84TJtns4/lewQPm0AEH1h3mmPft6PuZYJ+svdd3lZmtQSI3W1SSUdgczxNsK3NscNAPMDo4YbmT1z6P0Y4866LZ2heKGxlQG7Se07rKOvbhker6O8hkQGAbcLKoeq6YiSDpfLpYaQTgYFviXEf7ZYbYwCAy9VHWHBUEUQZtqZUZD/YffQOCblZA4AOMt5/JuaZbt3QaKoy7XxO5H8ggB2SwDbZ7e8sAxMlfJINVZfEm0o5tB1NnxxPZ+achIWCjX48PU7T9aoBHGRULWlzIzCY4H8QLIwtvlE958XUkyN/zMSLTgXE5MvSXGlKpU+3VvD9+g1HwWPrlp1iy5VyGKCMyywHrYlmVDQbfc8Sc/WKYHEHHkbdDZENL4rIjluzbMigcDhxdytPa8bChxXHEMXx9X9X4zePDEXnnoTqya+fLBj/KuyKA5D7AkVsaq2VUOG3OX4H5cKL0nalujuiekQMLy8O8XBrppjd7kjEAF1FExodDTSUo8gIcmed7dvCiVMeStehA35yonM7fe+6lvH+DCJ8HErC/OX02/cqTL6evH11NN3pd0WO/EydsO9fC7yEHIveCl4GE81DMBhkkmdnwd09rnzd6SdHsE5DD52YVzvTuoRsTdQUoHFPOD+fYv43X5fRQVQltY29d4QyGkbHdniqzg2xmwfd2BJZ24C90NtOb+2sZ2MLwZnr7wGb63uM3830POOdZPt27p354/Gr+ztmdG7mB5nx7LX3r2Eqjl4vHFp8l1jjGCKDlPlvdU941PyeL5cyo+Zn0cw1IYM7M1MByuIO3pUcxYOJ1gPfP7dxIq3vK/HvumcjS+OUAlAGZ12mDFMu1vMYYVLGumzFzQIx9nSheyUE5jhGZFDMkZhGwNTDWZr6ZZ/Zle4l9co8PfhPzR2yLY2EZ8jxjmX3/i71/oag7p9sX4G9yQNzhnDYAD9w/mZPOyQcZJKEPtsH252NrAJAd2w6mB+6fTFu2FJkBuf++idTe/nAaKZ5Kjw5daEQ7XErPkqwIJMyMOK/DFa8MOpyoFksAxtyRZ4qrd0XQWZwjs8BiaGMwW9xqgAsbHkfN+L0/65frYYfCv7OR4TyQkZgy93k4T8EyBrMtNn4wJXZ+bWij7ANgE787W9xKq3vq8pnR+ccA46gt7y4bkVIifmYl+knMTg9VjfFcMckRUo5xfngzJ6hbIsP+cWAYv497ql051bxH3wTmDWfUc+Fyv3asXY2JMrtOrLaT5jFwTshxkJe8tq+bPj5Wy+Q839fG6+i6o7+OqJ8sljND5Qj96aGqbCvJ2U6EtsOM9OXqePVdkoyvjFXnT4Sf6+zfxtwPy4uinAgQ4MRzHHb2C8uBVI0O9at7yvRLj72Slsa6uYs795kZII6JY4486eZEVeFrZXeZK6vZMTabBJtjKZPB0OqeumeG8z2ujVegz8+JnXA795H98H4udDbz83uqXRUcgLVz7xnuC8792niZiyTAdjjvgSR51gg72l4LeaZgGZgXeo8w30685t671JP3cT7TRTMpnPPnuhs8mQnk2YAJ8fyxH54R50Rwnag0Rq6Rf2/GwWzz6aH1nNcX7QYAAGBhCZbtTj8mxRIry8NOtavyxLY5kQlhny5MYtsXc1OiPIpzYC32+5Y1E8iKtswFY2IepuXSyLFjxaxYNMbNh73P4+2lNDH0mQxAtm4dTVu2DFVAo9eEsJl8PpFBygCADLbB9mfb/tNWq/XftVqt/6vVav3zVqv1X7darUfDd3a0Wq2PW63Wv2y1Wv93q9X6r1qt1t7wnYdardbvtFqtf9Xbz1dbrdb9/w7j6LRaray3dB4IAIT3OjueaDQdjB1NWZxiqT2+x98xUc10s0FFvwS5CF5Mp/ObKMtiATd4AKDM6LuOnptd4bdxgY+UPQ42hi4akpPFcq4iwgI/W9xKG3vLu+h4jBfOLA0FSVB3pIw8k5isbTbFkTsctelelNTRULMpRFEdJZwuVhplTp1j4WZ6sCucP85GlLWxDyf+eg6Xxrrpq0fqLuPLu8u87yg/iI4/zkWUbiFpuTZeMy+OYtphfnN/7Xhd7FT5BYujdRL/2R4bAkPjqLDnnDngGIDk0z2Hd2V3xahYwoKjB3vgfXN+RNNdWABHz0zFfHstvbm/m77/xI3szF7sdHOitJkDO8RmERaGq7K3r/VyCN46UP1NOdjLI920uqdsSNO4F0gQp/Hf9V1Vjgg5MW/sr67z4mhVgaycLNOHR9bSlw9uNHI5LA00EDNYxcFd3l3mzunMAQ54vM/M6DDPXKczQ+vplx57JV8DA6zTQ+vpVz9xLd2YqB1v35NmPtgfzy5jIX/lmrqFR0fd14S1xawXcw1b+Pq+ujkhieNmDVn3OP/uZA1OpnV/umgAY7Pk0sD3W71iBWZ1vEYyJ+7FwznChDF3rDuWPXH+vr95n+/w2UJPiuhn0UwEDAHPUD95FDaC9YSghVks5tKAgP0yNku5zKDPFrdyAMky3H5ghKCTgQHnwJzGYzB/3C/eh9UFZoPm2msNCTGfM04DD9tE+wGxzK4/i+V6UU/sHTqRmxA68PnT5FgVQNkzyAEZbIPtz7j9XqvVut5qtZ5stVpPtyoQ8Y9brdaQvvOLrVbrn7Rarc+2Wq1Pt1qtv9Fqtf5In9/XarX++1ar9ZNWq/XJVqv1c61W639vtVof/DuMIzMgNBy0DMv/Hymeamg+j7eXGswHCWcx4dzMhkELmlAv3mZNACuACCJT0LmRWiaSg8PH4hwBhaM8luqY2WB/OAwGHoyX3IF+xmNaRskGhWg1DgQODoYu0vSOes63q27mGLWo0bXsCUbBwCjKtTCqGHAzJeyPKGN0IjDkzhHB+WSslm/YEeMaXerlBpweqio2vdZLKndkkeRnHKByssoZsDOFI2DnnvPE2POChaDCUIwke76J6nIuC8OVDOZmL3kbp3djb5nePVhXuAIw+HoYTMQxEvFd3VPmCLIj5Di6t6fqLuqWD1nSY+mKnXMn3sMKvH+oAljLu8ucbO/92MHzPs/35E4ktpN8fn1X1WODBPJzOzfS9V1l+uUnX043et2/6WXy/qH19LWH13LjxDtT3Xx+gA3KskZJlSU7zPeJogIIHB+GgjlyLgf/Akx8L/H/U+3VLFNj3jznfjbIuTF7YMARGRc7yrAL3zq2ksvbcp48N2Z3zIYZYHJel3uNH30fM36vMdN6Xk5rreC5wBl1BS9ADs+nAchMsZLvTbNH/OvAkJkh9su1Z73g2kUn3L9l314zDRYADKyBLp7hgI1lsAY9ti08q9iVyHqwhvI+wSXLmiz7jcy6WQXsoO1NZC0ABrYdBHYcVAMswa5jU11m3tfFjEiUO/tzBwmxc7PFrYZ/YGkW7AdjeK64nn2Ep9qLac/QC70SvBONfh/8vf2BA1XjwZ70CvAxqII12Abbf5htd6t6kKZ7f4+0Wq1/02q1XtR3Hut952d6f/9cq9X6/1pNVmS11Wr9n61Wa9u/5XE7rVYrbdkyclcOCP/n/R3bDjZK6XoxYsGKMqtY+SrSs25a2C+hjQXOURhHnCIbYKecRZH3kFoZfHgfGAZ/Z64XHXOOiCNRGC8fP8rE2A+gAmPhBEekBI5gYyT7RW35PBrHC53NvO/obNhI4yBTIYn9mT1gXu28+HtmHZg7ktvnemDJzjTj9riWe0ng13dVvTJgUaK8akHOA860pWd27Bx15ZgAXJgMIq6XerkYABwcfjuLOEV8tjC82Ujsd8UpWAzOm3vGji7z4Qg0L/fesCOGpASggCzK+7MT7WOZOeG6n+lJtMrJMv3V5y+mrx9dzUwI+47XN2r2LX/ifLleZhQALIAN53rEMr7et4sIcA24djA1AABkXJ4vswycAw6yAZaj6RRGcJK9HV6c8GvjZQNYRyaOe9GRaPbjeaJwAKCJa08VKI4JEPIYPj62kr51rFm9i3wZzof1gzUBp57xcR8CqOhtM9eueof84BPXs9zthsoBex/kVpn5iNIuBwiYL66t55kcGs8Z42TfXz640Zh7S1aRN5mFMCD0Wk9QgYpf2IMYpHJgiH1ZKhvXNbPy0dYQhDI4sb1yBSy+f3mk23gvyra8Xkdg5MCTVQAxh7JfAIrje/2M9ts23ZIuMyAu3e+8UP493l7KVbBQX5j1qCThQ41KWHxvAEAG22D7D7MdbVUP0id6f3+29/do+N4/brVa/0nv//9Zq9X60/D54d7vPvVTjrO9VT2svPa1egDEFCfJXjUo2ZOGdzyWk8diP5DY48PMB0Birr3WSFpzXXDnftiBt4Y0Vs/yYkg+Q4xa8YoyMcCBo02ABT5nwY3J5rzcbMnGPS7gyMOcRG/wECl9jM1scStX6sFBsMGNUb9oRBZHawmCDWOMxLopoh1/szQYdCdYXx0vMxBx3kmUhDhqa8bGETui9ETVPc5T7Uq/j1Pm4xmEMDaijzggzxXXGw7XDz5xPf34U0tpvVep6I39VfTdDgwOH+fiPAfO85xACY7zr/Si/e434d+TVN3PwTfggRFxbwlLg04PVX0xkK4ZFHIOzAuSGYAdxwAcWN50vlcqmWRezhmn2ODCEWicePZr5x6n8k8++/l0tee4A3aYE47tcwWcABRX95TpD09+IV0ZK++qIBbvU6K+MF4RBEcmgXN8bV8lU4uNEelXQnUrAzCeNz8/BiFIigxiAEyu7HVppJv+dO5zuUob7yNh8+9hKgBvS2N1lSw73L4nDCJxpgELLxQ3+gJM5oh7EaaYuZxvr6W3DjTLWXPcGNjxM4nsabqomR9fL68L08VKDkDMtdfS7z77UrrY6TYcawMrQKidc68nvlYEbKIjTzDHLKolmtHJx14gzfV3nP9hYAGQMVj12m7wgl3z/5nnM0PrDVbDtsUsvF+2h5ZcmW3xZw4Ueh/eJ31ArJAwEEFu5aAkL3JAqITVSEbf0hEjsicDEEBJawBABttg+/fatrZard9utVp/qPeWWq3W/9Pnu/9tq9X6sPf//7LVav3l8Hm7VT2QP/dTjvVu7/PGq2Y89jSAB8zHtvv3paHtxxqVL5yv4cpX00VVLvDxoRfzAmZn3rQsC5VBh/WpXrBNBzv6QhJ6ZEAwKPPttb4Aw1GkGCXzgm+q3OCC88HpMFviCCBzZSPHe3znYqfqiRBlBeSNcAxH5JzP4miWE3ttdCP7YwfpQmezEb01c0Lk3GOzHGu6WMklX08Ur6Sr4zU7gCNnsGFZmJ0hR0XtzBDJdsI+gIz/49QxLvdPMSMy166Sx//4Z8+kstcA0JHoKEMy44TDHiP0XB+iz9d3VVIq5pSx0SPjjf3dRu6NHTQ70uS8UMbWUjHO5fV93VzZyA54P2YkypgAC04OhxUzgJzvgc3bU9V5ff+JG5kBcI5IZDAASmeGKolWd7JKbl/dUyWDX+xUsq3LPWaEMrLn5ezf7IE5JFnXxmtQZFDJ/ebcA64J82ZGbEbXlIpWLi/MfTDf28cHh9fTtx9t9pQwkHcE3M8WwMH3C4nmzvWBWetO1gAHB//ySF1VypI6znV5d9kA6CeKV+7qHu57wvc2zzdjB1hfGSvzcxnlhNyz8+21tNJrhslvPc9+mZXzMw5jyLn63ofhs5yMQg8EY6Y1HiRkrDccI641vKKMy9fSYIB12gywgwUGavF+8NrPdbBcyn87MBOls8694PtmUZ8vXs7zaPtjQGJWHuBjKW+U9RpkGIg4udySqpj/wZw9PvRiXxbEQbmR4qm0Y9vBnPMBA+KWAJZe0R9ky5aRAQAZbIPt33P7xVar9b+2Wq39eu8/FgDpy4C4uY9p0B3bDva0mRUD8lR7MYON2eJWXkwMCtB1Ptl+qdGckO/we1fKeq64ngGL2Q+0rvT9IPoWK2l4Ecc59wIc8zc4dmQTXF0Kg4Bjay2vDcZMMGyWf82119KjQxfyPjEMGDnrZzkODhbn4oiijV+MlNloYlSJkBu4WKKC0cSpceSQeTSQs+GNDgYVgmKk19FykqXNQPE+Doyd4Ah4GCvghv1x3jhmJ4vlXJq1n5TDkXfGem28bCTrThd1N3OcjO5k2egdQqSeXgt2Muk6jnN+sdNNbx3YzHInsxHMOdcQB4ZjkOzNcfkdc4WcCQbJ4zNwsdNFMj5jxuGOEiYDllPt1UZSNyCEa4Gk7sZEmcvA0uPj91/4+bS6p0zfeeyV9N6hqhfJDz5xPXcqhxnhHjKwMZMRZU4AjUu9fAXKHJsJ4l73fOC8f/XIWi5XzL6oIrXQA5SMy0CvHwDhfmXc3HMwWq/vq3JnPAZyhnC0fYz4Mkiea6+lmxN18QKAx8beMi3vLu8CGMwZL+45wDr3EtfXINYAyNLIeV0jpExeVxx44H2DMgcHzNjAyrFvsxZm3cyC8LzGXArbANsQSiWbmcWumFUmx4h5JC8GZoyAAgEHnmNsGBJi2wpYHZ9/BAlxzTdIwH5EGZXzKeM52z45AMdvseNWCRgkxIIyVizE6lZWGbDfKNsmVzQyIO58bsaD0rxuVDhgQAbbYPv32/6LVqv1v7Uq6ZS3/1gSrLjlTujbHziQE77QWwI+tj9wILW3P9xILANMROlVpFcNNGK+h6VMLH5e9Mw0/DQdqkGLI/2WNNm4mAGJOlazLD72iaLunG6qOgKAqCG+0NlsfG7wYsmWDTcOTIzWYmBdmQp5wDm9x/FwGDGM7k2AUcfAnWqvprcP1I5HjBgaADiaRyTtZFGV1i0ny0aUln3b+XVkMso2+P47D1UN6+xoRsaA+eA7p9pV1SzGSKTZjqvzIYj22sHDkeJvJEA42rxW95QNdoHIOE4q+Q9Xxsr8G/T95J/YObYzG51PrjGsFo62QQjHu9DZTF85XJeSnZcjbJkfnznJ2A6zrwvv85kdQI/Z7xs0MG6YDooPcC5cI4C3I/eWTxksOmINkKKKlOVVBpK+L+nr4vK/sHVnd26ka+Nl+u1PL6Y39tc9Y8yu+Pr4/gSkLo52G4D08kg3/c3ps+n3X/j5BoCbb6/lruR29Kn0ZhnW5R44hp169+BG2thbZpA7365657j3hRnGmXAPxOAA4JJzZO2IrCjX2WAYUMHxzOL6HuF4fgbjc8xzblbT4JixRoDJXPG+gy526AEV3ocd9iiFcmBgplhJi6N18Qpy1nz9CB65SuPFTrexz7l2xcrzHNuW2NaZhYnnABBBdcD3zLRHcGJ5ldkjMyV8r5+dBVDEfZkFiS8DFzMgVlIM73gsDW0/loGHWZCtW0dzYNSd0it/ZVCGd7ANtj/LtqVVgY9/2mq1HunzOUnoF/Xeo63+Seh79J2VVpWEvv3fchyNJPRt9+/LDzs0J2zIaPF01nA62cyRDnServ19slhuJJjHhkRe3GIiG6yEF+DIYriih8GFo0pRshQXVRuYfvuMrIrlXs8W1xrGl8okGAprbB2dc3Sf79rhZCyOkMOQOBJpmZHPD+PqqLepeX8fUELHcTTldiBwFnC8oryJJFYcd2v0qZLkCKajntNyIoiAwjRg1A18+P9MsZKTkGMuAPuyU2VnOUaDcV6ovsR54uD+6ieuNfI+nCOAU7i+t+7dgXNGVNqOPmN01a/ogNkBssNLVShYkSgJc64K4MfMVQRiBh18x+/7HojzaIfQINOAmmPNhXHyIhfCAMPOsq+rP/f96M+9Hz67NFLl+eD8e0yMA4nXtx+tG+r1c1Qj8DBT4GvMC4aMKmA8F5yz7yHG42v92r6qYzygEoaHni4AgHKyzEES3zOM0XktzO+rD9bPzvVdZWNO43n7XuR9ng874KwtSKJ8LsgFYXJgYJhn57kBTOZ6AM5rju/JF4ob6WKn6kFicGXwHGVXHjfOt4EKwIFghNfnCMhPFK/kjugxCGZG3oEovov99PlYlhWZdzPSnLuDXg4YnSyW09JYt/E+dppxnB/ezOONVa8ssY6BQed/WPpr2xwDjm5IHN+fGPpMlnsT8ITtoC+Ze4Gg2BgkoQ+2wfZn277VarX+j1ar9bOtVmtSr0Lf+cVWxXjMtqoyvP9N78VGGd6/3KpK+X6+VfUC+Xcuw+sEL6pREHGgF0hnxxON6EVMKHON78iEWCPKv5ZiOdrCb5zcZqfasi0vmgZEzvuIuRKO3jhn47nieqNPhxdlDKnZBYAFf+PAwlBE+t/U+NmdG43jWGdLpM8sgZkKjjdb3Mq9LHCgAUQ2YkiTIrNhwxyj8JZOYGAYNx3SI2th0IEziJ4fvT9jjL/3PHZ7uTAwCDbCdk587PM9/bydYP5/onglO5NmUBz1MzNgJ4bo+LmdG7mUrJubnSheyVFM/+Z0cC7Jo0BGZcCEY2Nnut81ctR4rr2WO3tf6jmj7iruc+AFA8PY7CzH6LJBEP/iTPN9nEfAq0FJlFDFqLcZpvW9VaNBVxqb1nwyN2ZgfM/6ngJ00RTP/VOcPA/wWejl2ZDgTuK9x2gn3ted+yZeF99HNHfk2SAnBmfckXqDIoDr5ZFuujlRg9rzw1WXdAOZ2eJW3lcEf7PFrVydjbnzGM2SAlzJdTLY99rAmHGCWfe8tvhZnSlW0uWRbu7uDkjmtzcn6gIQZjMM9mgg6XWA6wLQYT48Xq8rZos5FvdOPwee8/M6EtdQB7nMZMR9Xd9V5pw1S3+jXWA9cs5Hv8CVAUhc8zlOZEIctLPN4D7Ghsb5PNN8IAAAIABJREFUONVezWNwcDHmgT5fvJxzRPkNAUn3/eAY7ie2q/1sDn6SdP7A/ZNp65bO/8/e+8fYdab3fWeG5Mycc2fu/NDwl0iKpLgiKUqUtFpKDJfMZBhmKC65NBlSFFlKDClSHJIzcy8ELVZV19iFthsb67obeLFd144dI6ldG0XQtEGRxmjqNkUbpEbTNkALtEDaZNMkbdGgP9A2aYMWffvHuZ/3fs4zV45j2Nlwc15gMDP3nh/vec857/t8n+/3eZ40NtbJcR9DYLKYxsY6aayYaQFI29r2O2ibAsEHP/e0DYUI/5eiKP5eURR/pqhBitv+oij+7aIuRPh3i6L4F4vfQSHCbVt2N7SVTokHA0IWrAg0SLdLfIgzYBEPEosTMTlZzsU+ZkKcucpAJupXvT2LkiduLwpmWBxoZ6aDydXeKYAEBjGTOOdwYDELUwRNXqAixc5nDq6OnvCbgwxR9pTGRd+gi3OQ2395xHWwnxclezrNHi2Vq9nLahnMpen19NHuYd+ctYeMVZZlIeHg3F7cXegMQ80GEAuoZR6Xp9dzIC4GJtm0MDYiE2LwgYGPhxxDsLdrWCyRKtkEwdrIdzC2QRHGFH16uL2W5wDiOLc9+3zO82Cvtb3TTmH7vRcepZ/5XF0n5dZcrxFLgWwPw5ex+ub+9RyrwbNrg8tMlY1XxsZsg9kbAwFABvsYSAMCfunFB+lvvP1mli0tl0NJDuddLlfTa9V7jeu3VIv+wF5Rk8SB99xDGK2v7ullduHGbC/L0ThWBKMGzWa9XLGbZ4Vq7n6WAIGAIrNwvhY8/9e6G+kXjn7QSHxwvTvMdmWmz8DI8riVqq4z8tHuYYzVp/uHKWyREV0J0is/c2ZTneqYceUZXiqb0jw+f7h9mOxhpXqSZV0GkPzP++znykHwZj4xwHnX/Jwa1HOdeOkt7yKNOmuF4w753LWbPFd4TTHgiE6uM+XDzFSdLof308CAOYpjGASw5hn0eP4ys7JcrqafO9I8VpQb8zfzDvN7DAz33wCGV6rb6WRZF1B17GYEJI79YE3n+FwL69Tx6lZaqF7P7IdjQIYVzxcyQMFGmdi6p2VA2ta2p7x1i6LIUismAZgPVybtTB7OgeUOJOOHySkWK/Q21os6nsSTvwHA6+WdtFyuZs+JM5J4kvOk77gKU+AsKDbAMf7NkFzorDUmaVfMjoDB5zZ7cGtuSH17MeMazSx4IUIagXHBIuqsL2ZiAAyWCdirZsMeT7339YKNUWxgY0PCHkUvcBh3NxWbgLG1VK7mwn14zKMMy549fpAmMR4EuNrAsdebn288t9Hog73oGFcY9fZCGoDYmw2AQmfPeLg+hI+NpxpjlHGAMcNw+80/cDF7sX0cA1DujZ87G5hRToIE7pv719MvHP0g3ZjtZenb2s462xTjDxChsrzrj9xdGF3w0EYr5zQwjCwa42e5jn8YI5IFEHR8ory76b6dD+NEn5bL1czq8BxGmRfxN1/bWzNGH++pCyHeXWgWzhwVK2Svv98VP3P0jziX9Z39tL6zn41bvr+zUFePtwQsgghLsRwTg+EegRnHWA73gWeJ+8Tx352vASrvPkHsHmcHR/t+k4mMMfrWgSYTGJlUj53vCeMKGPQzHoGJ5wveVd4zjh/ZXY8H488zyLsFC8Ix3yjvNQqu2rHh+dYyqHjdnnsdY+F312zHmfJhdkotlavpx/dtNL6P4CLOCTF+0A4L1rAIhljrDJgcx+H1187BqDqImbDMbnjtjqn6YzIajj9bHs+p/y0BH8qtdjSYEWJDWgakbW17uluuhM6Lzss+rDq6mLNhHelcS0c61xosiIPJDU6YZMyKeLI7Wz5qeF3MfJj9sBfFGt1T5f0MegALju+wbpbvmYwt63IwHQszC7gXEf6Osi0WksjC2GA3lb2sxScGFrI/Cw2GjeUVACp7xVl0I6NhEGTtMfvgNePaLP8ABEDT+/gYJBwHo+LWXK8h08FIu7MwDJal8CH7uQ/ulxmg6JW1Mb5crjbS1J6rHjfqY+BBtUE1yutqWYb1+Rz/2wc3p7CN4395ej19//Bq1qxjIFHxHYPQTATshI0zvN0GgvTVwJAxxDhhDPDMf7ynl/769ZPpH/yxqbS2s9+4D1yDNfw3Zut00Kvb61S5H+4eptuFTeBvgyezBIwj/YpyH55t1/gg/a3H1+mByawVmSYbyFyPDfYHi/0MCL7ybC+Dq1GSMQNUAyb/b0DOvhc6dfrgr+/bSH/r1uvppupzAEANqOg/mb94fgAp3zqw3rhG5oAI3i7Jq+733eCD8VwqV7Ncj2sAdPr8fv/8XFum53GIz2UcS47JO4nnn2fOx7Hk6Uz5MD3cXhfK9PFxFPg5Xy6bkiQzVXaYcB6Dnugkcmwcz6jnGgDC2bKOk/NxzaJzDDuY+Inshdcd5lfWlghAfJ2RRfdx7XyLbD2xHz6f2RGDByeH8drquEw+f6l6p1F8cFTMB5Jtp+E/3LmanqlOpHLiYCPzlQPOJ7buadgjSMSLomoBSNva9hS3HIQ+pDeHLzjehslt+1J36lhDZsVE5YmFTBej5FlMTMvlataJ2pNi74glUC9V7zTiRwxG7G2Jmaw8eRITcnVmo+E5stHvNIRmC/gx8IiLirWzln/Zs8Rkb93x6bKWj3mhQ1bAdixy1NlwfQ97B/nByxUXwhPl3YZnFy9dBBcY7chzAAlRZvF4Rz8f7/GOoVTp4fZ+o88Yk2s7hx5n0qS679H7yFhhdJ2vnmwqtoZBYnZipXqSM9VgANsrau+9vYe+tkvT6+krz/YanvWPdveyBAWjzvEcHHd1e+1V5toxmKg14gxWN2brtKyr22sj2YZxlDbZoIoA2R5xg0jqy/zSiw/S2s5++ku//3IuBugUuhiXPHeWF5E16tZcfaybs72Gkcw5iRvgGJHd4Xnls4udtXR7vpd+9nDt/aUWCNXN7z3Tz6wCwMfjYvDLOTnmte5GurtQFz+k70jQHO/C/gagNtpshNvwNggljuRPHrufkxCcHzyDH+4epsk1kwTAN8jlOO/O9xvj51TJGPM8W/bG80xYksV3l6bX088f/SA7M27M9hqpes2keBwM7Px8RSbSHnqPk985in0C2uL4c21mbi5prlsaXEcE334f7GwxKEIGGh1BkSnnuHZWmHFn/ucaYCyZx1kn/OO5mfMCVk6UdxtOEProOdB98zqyXDbBxuXpOiua1xEDGfeHd4BrMwjhWqxwiLW5IqsSmRL28dpsp6RByivV7ZyGd2ysIynWYi5MSIZO6oBgl7R1QNrWtqe7dYuiSONj8znTxNhYZ1P8x8TWPRmA2Oin3oclVzG4HKrVXhODDcuxqKbKBGpWxfsvlcPaIGY57FGy9wjPFJM/+wBWopfJ3kZ7jlgEo2fLk/JyudmwgXFhQXb8CtdjYGDvYQQY0Ut3d6Hf8MhGuZQN13ht0atueRIeWXvto7FuL6yNDwyFy4OgdeQfX9831Mtj3HBuZ7yyLAp2Y6V6ktZ39nNcRjQUzRLheQZAWbZhaU30wPI5IMaGIB5Xp0PF0P9k7zAoeGVgON0fSM9seFJt2yl9MfCuzNSZv+y1jlIke3cNQm0QGkQ42JpUswCIrzzbS9994dEmI9n9sseefvp7MwVIoYhfgDHh3Bc6a+krz/ay5/3S9Hq6s1AHoH+6f72Rocrjy/XY+Gc8MMavDGRcP3FgLX1tby8DDsfCLJdNxuR8MNQj2+Rn2Wwhz1J/Vz/92c/fztJDV3T/yYNrOR2yYyWWy9WcqtrMEdIn37tP9683GJLINBiAGih9e1DJHkeGU98SoO+sVY6xiGxkTKZAXy29ih73c9Xj/M4z3lckqeQd5bhmOZkzPZeYdeXzW3M1cPe7bwmX/z5bPsrvrJkAO5OiY+mN8l5j7o9sRqwXxNibLYixJAABS6/433NXlAfbMRSdX8yxng+i7NiOMzvTmO9Yfw1GYrxldPjhcGN/g5CYhMbyadsDrNmvl3fSXPnqAHjUbEc1eSjbH64FQkFCg5GiBSBta9tT23IWLAoPOv6DDFhTE/vTzNTR9FL1TvbqAxCczcKTTawFwqTG5HeyfD8DjqgvtX41shvsS4E/S5+8nye9CEriwkIfPHnj9TJIsbcNZsDgxyyBFw62sXzIC8Youp9FxQsXfbFs6MFiv2F8Os7FwAOvI7EIkR2IRi3Gl2VNXLPZCsen2Liz4eSAZDzleHUBhTbUDbw4ruUuZkHMbkSvONIe+sh12Yj1+Sxfs4Qoyog+2t3LengbZRj50SvveAo8u9S/uCzjFemQ+70crslGJUaVDVxLoDBwzabQL+I9CGy+MlOzBrfn64xF9IM4Cp/zs6RYgJX4uUEv1wn7cmuuDtiOlegt+yJD1rVuzRLce6bOXPVwIGGDdbBsKxrfNkx5rqLnn/5FoGNQ/nD7MKUuAIMxujU3DBJ32ttz1eP080c/aNxPznMhjBVgKkqeIhM26n/eA89V3HOPJ9txXdFJsTTo3625XuPcoxgCABnnh+Xj+K7KHtmgc1UzzbPnk+XBXAUg+dre4fuGJC3OQ3GOvznby1n1OB/Xypxt2RPnYqw8lxPA7meG80Wpk5kV1i0/e44R8boRJcFvlPcaTDjjFdca5ntAE8fhc5xaXB/f2Xlm8GVgYseemRv6YAYFhgPbwMoIAxkHox+vbmUA4gycEXCQlrdZH6StA9K2tj3NTVmwFhvZJ/BGQIVOTezPGS+YfKz5HMV+ADAMQDA4MazNjjhWZJQ3xppTvChMbPZqeRJlQbg112vIjuwRsseJ7+NkHr1P9vxxHa+Xd7Kh4kwnzq5CTIUXJxYSzsmYsGiw+Cxp7AxioOf5LHr47E3n2lgsMUJOlx/kRdaAwgaZpQFe/Bkz9sfAwpC5vzis4m0JE/EPXAPXzzNiIGAj1qluzaJEOdL5qq5vQEpW9rHxaY++jVMbRRjX3Idr3Y10f7HWqNuDfGl6PcdNWJ4EE0T/MdzuDOpO3J4fsjwYdD/zuce5boKBBP1/sNjPtQ+ijCX23eDBP5aOsd217kb6yrN1MPUvvfggPVjsp/uLtTQIWRRMCkUFMf6JG2KsAWQxKJztAT1rO/u5OCFSKWI4vvfCo7S6vZZ+rQ2qfBNQz/vkgPAI2AxqRzEH/M1Y0He+57Obg2u9s9DPma+QjF3r1oUC7yz0G9dKPxxUDkNmlonfl6bX0+Md/QwQzLr4f+YMX6vjO2AnOR+gl0xjvKPXuhubWA+eB+RakWkzK2GmgX70d/UzgL45yC52tnyUa9aYXeL4dtZEWSnPMOe5qmB4gq3Z3u8v9xQDPjo2zGh4jrz3TL+R6Y9tDO7ZfqV60pA3eT3xfInh/1nMBPfMDjQAmJ1WzIt2qHkNikz5a9V7ebtr3Y3G/TN45TM7BA02oqMtJpHhb6/HdjwiNWMtR0nxSnU7HelcywAEydWw4vmObIuQ/crqjLYSetva9nS3QRD6QuOlduXRavJQmti6J3UmDzdYDCaWFztvNwLLnA2LCc4xIQAHJjHXFeH4BjVeKGA1LKMy4DEYMcjw4hTp6FH0NBO9Y0a8WHlxZIIGIPG5PUxmROxp4geg4YXEVPcoGRXeRi9go0AI48KCzGKDp9GeMhbZ02VdXAvjh+NjPPgabaxHw51t8ezbEIyec4MPe3UNLOjHhc5a+sUXH6SP9wyDza1ptrf/Ymct/czn6krvZPiJbIlBmAGqgVb0qAOsXKfhbPkoswmWqnB9Dk7m/j3e0U/fPjj0mBtoIM358X0b2fCFXWD8zXD4GjyWEeDacLWhRV8BkBcE2q53eznN7fVuL/2pl95Pv/7GO+lre3vp147fTd859CT9mdfeTe/O99NfOXsh3ZrrpU/29tIvHK0zrJEe96t7ejlOY3V7P/3yS++n/+dPTKSPdg+Ne2J4bs7Wx6APGPX00Z5f/ub+877ZYIzM16Xp9Qbb4OedZ5OaIp8qrS/bX+ispV95+V5aH2QZW9GYxfvJc/aN5+r7GWVu17u9Rh8iexWZU79zBgIr1ZMcRwKjgsQNMGXvPs8K8wXAxMyR312/Yzzn/HgfgI8ljIB0B6O73zba3TeeU48H7wBz5lIYI+I+4pwU5/BR7K8ZDs8BBvqMmeP/cAQ53sL9syEPC2P2IzrE7HRxli624ff56kljHfJ6wZoUs0x6/YyOpcjEAJpHxWraFnC9jxiQPqo+2CvV7XS4czXNla8OZFeLOd3u0CYZ1AQZn5NzdEcbA9K2tv0ItAxAKPQzBCKLWZa1ZXwhdSYPNyhVvBxkv4gxIJ58zIjwOd8xydmbMoqKjjTxG2VdONDAxOn+oK9t0JvliJOyzwNrE4EJ39kj6UXB2bjoqxce0/EssgYn0Sv3Rnkve9hZ4OwFsxHy7nx/00JoT6UNawwwPJKwLqfLDxpeRXsqI6hgP8sxOIc1zd4PmYR14ivVk6xLt3RouWwGk2IcsN3t+V76yYHeHWMkGhM3Bpl38N6TuSYCJq6XPnvht/zE8gwbXhjXGD1sd2VmoxFsbPaBzzCSYEqIEeHYBFb/+6f+cPr3ft+1XHAQgOBrcTC57xv3LBrggMNo8C3rN8aimZjlgSFJPAeebmpKEHCPTMkZtEjxCzh8vKOODaK+ivvMGBggmo0z6DTwNMPn+2eDFCPdQJQxJVuYmQp+Lg2Cfd+d7zeuh/cF0NLfNUzSsDIAq71d/QzGYP9IQWy2wayIjWWu3wDMANnMFmDox/dt5L5SWd0sgwGNGSob3QZABhQ8w1dmNtKHu/sNZwL3ADaF5xFPvFmN5XI1b2PPvu8px7LTgm2ZK2y0x0DrCDoYw7Wdw2KnALPz1ZNc/NDzsec+5mSO6fkdQGFnmKXEzoAY+2fWPrI6kYmwo83rY1xnvF7YKbZUrjYUB6yJXmORb50th8UKrURgnxhw7jWetZ+YUWwF/h/GgJjhqFkPV0QfH+s2pFltGt62te3pbqEQYa2tHB+fy0Fh1AfpTB7Ono1Y2fREeTe9VL3TkGBZTkXwmbc3i+EJzFmjDF4w/h3bYU+MPU/Ry2XmxR6pGHvCBD7KOxQNeLS01uV6omdfjBszGjaS7MmKLAtgwpIQsy/WSbPIWV9s4GHAhBTLx/CCZaMkegYNPNwX9rOcxd5Ze1NZwC398T7nqsd5rLwQsw8AgGBgy464Dgw1qls7MN1eURvmZnqih9if31moZUkYURc6ddX2hwOpFwDk0vR6+mTvsMaF4zYMuGw0fri7ZgH6u4Ypcy15ujmofN4fGLM2VkcZ2zboLVGyVM3PNP302C+F7X0expb76P+9XfybMXLMC/tENsJg0e+i2QIbavF+nSlrmRuGtcEmfb01VwOo+4vDVLiWEQJ+b83VMTKr24dZ3ezt5/k04ASAkNGLoPWfev5JBuIeL4+f32UDYTsIVgYgmDojZ8tH6c5CnXaZWCP67yrnHItnGMmfxy++Uz4n9wamLj57K/rcIIfr8nE9BzGnsd/ZcpiM4kpILGAnhVla9r3QWWs4hOxsiGyymUUSSJgdxDhnfo/zdVyXLK81Q42DKMZE2vnm6/E873MYfNiJdqZ8mK7MbDS28/ri7QwmAB5RgoUjy+uznYZ28rHf8epWXvdd1BAg4jS83aljjUKEwxS8zSB0GBCASFuIsG1te7pbrgNinaW9EfwgwbKcionKwCRWSXc1dLSf/Gab89WTBktiaRSTpGljn/9M+bAR1GY5lr00ZjBMezNBsyh4crZxBkNgoxQA4kUz9h2j4vL0emMhtOzoVHk/Z3bxRE7fMLA49xvlvbzAeqGzzpjfLGS+bjL7WLphwyYaACxgBFhfml7PwZ2WNxikIEuycRvPs1zW9QkYI9LXYoxHyRALuQONHQ9iA9Qeextu5weMC8dg3KKBTWCt7zV95nrw7uNtvtbdSOs76xoaHG+lepLZF4BfBAEYh/G6fnpgoLp2BwbejUHMAYHQTvtrgOXnwkDE10wfGKtRQNSe6AjQolFvmYwBRQRCPDMwHfa2u59mPdxnb2f2gM8sObRh7HG5PL2evrm/LlTIfYpMAgCQZ83B5CvVk/SVZ3uZUaGPgDGPBQb5Tz1fS7EwegE6jlGK42ZGhxTRfHZ1ZiN9++CQZbo1VwOke88MWYkopcRoJj7EUjT67vPG+25ngSVSDkDnHTKDynfMj7fne+nB4jB9rEEH2wGQYJdwyMTni20NGiK7HJ9t+nRnoVlzhDnMjhzO4zXCslczEQbJXBvJW5bKZiZEy6L4nrTrUWrmnwh+zE54LfPxzIwbXMT4DoCOv3cfASNmORzb4b6wL8fm53h1K32u82OpO3UsJ7xBdeH4DwoTIs+iJkibBattbXu6W2ZAeMH90rsq+szU0UachieZz6p+blCBPAoK1rEgjuXw5IfnxxMZAMSSqVgR3d4ie9U8abN4RO9PNP7NHjglJ8f1NifLYSV4/o4yCk/mpvQxEOlb9Fj5OF7s7FU7U9ZVfjkGoMosCMdc3d5veAxZYKk6Hj3J9A9jInph2Y44C4yu8yOMhIsDbyuGzv1BJq+V6kn61oH1bKwvl6O92dHzvRzOi+GEwXm+epI+3jMsVnh5EJAL4LkQjH8DOstVuAeWvDhzkzM8EZwcDXMbyBhIgKJL0+v5uccQZAwBGXxnmRZ1Mz7Z22sEfhtceuzOlo8agMfsksePcTbTxXM5CgzYWDO4Wwr3y8DX54lgx/c9AtEohfEzYcaM7+O5kJD94osPciwD947ngOBzMzzcjygzMlC6PL2efu343czqANpvzfXSN57byAHtDtDnvNwnA0T6fFGggGcItsX3EDDKeDzcPny//G4Cov/Cybc3FUyMDFgEoythLM5XTxpspGVpBrVmDeJ7zf/3F/v5mQEgRRBpRsMA24HuGNz8tsQ1GvJ22Lh/vJ+eTzlGlE95HuY4rAOsUXZSmfnxGndrbsjWRZbDkin6bGVAdIBFoOM1jncjrsd8/1mp7hl3x2zG1LuAkbPlo8aaGJ2YAJDO5OFhlfOxbs6IZVsky7LGumnL+EIrwWpb257ytkmCxYteThxM4+NzuUIpaXgBEa+XdzZVPwWUwHg4rsPeEiYpjHZ/H8GDJ0V7Tzw5GmCMmpBPl8N4jzfKe1ni4wWVCdoUs+lwFlp7r8yoeGGlb3iYWMQvdNYaXid7xzCa4mJJ/318y4i8ALJAsxh7sfb4RcPOrAhMggGR6wFgKNu4i4Yp32GY2IN4tqw147/04oOclhN5ytnyUS7IxjWeKR825FicD6ODccPL56xUHheMPozIKzMb6Wt7e+njQczFxc5a+s6hJ3kcMMRc04DrtKEbA40N0K7O1MHjNgZd3NBGsr32sfAbQIjK4aR6NVvE/9e7vfS9Fx5lqY2P4esAhCCj+taB9SzDiWDXXmkbou677/0opsNg2IDXf5sVid72yO5gaBss+ZiOiSBtM1m2LJmCNcA4J5vXg8WhxIr7uVLVsQHI42yY8u4gE3LdGe7bJ3t7OR6DZ5Dni/goj92o98bPWIzH4NyMlYPEI4MFoEGWRTyLAfhSuZoN5zPlwwbL1htku4I9JkEC47C2s5+vIYIPj1mch5AP0cf4PJqJ9NzKe2kp47KOa4fSKDaEfjI/eo6O0tVR0iacCCtVHXNm8OCq4gY/Bh6WbfG8ml0ykwCDbicaaxfH9/V5bfHaSqIEMx9s41gQAzfWpNeq9xoOQkuvLbUelYo/2gqz5fGQAWsx1x+LCXImtu5J42PdNg1v29r2I9C6RVGkoqjS+Fg3p93lZXcl0tny+Cb6FCMfL4ezYcUgdGRaGPiwGGzniZnJkAXK2bKglO29N6Vv0BHjOKIW1gCBc3Mux3Ccqx6n2/O9RqyGPUGm+83oGMB4QfA+cUGyIe/vMHaZ9AFC9mjeHKTiJD0oxsFSOcyyEj3KGAMx8000EKmgfa56nO4u9BtGIselPyyePoc94xiGaP/Z3oHploBEI8Wf25A5Wz5K9xf7WS9uzzuG4O35oczrxmwvPd7Rz7VFXOnczID7A6CJ7AyeUuvT8bQTaOzCeMSj2MttqREeeoLYDVYwaH/+6AeNdKvsb1bnereXvvJsDb6QrrxWvZeWyqHuHfnYpen19HD7EDAxBhjMGJhmyMwERIPZABQD0UDFoNkA7lz1OD1Y7DfuYW9XfZ9GMTSWADnW4e5CP9c2IdEB5+JZ9M+lwbg6voHz83x868B6NtS5V1wDwMbHP1c9TveeGWbJYtvL0+vp4z29XNPCz7bf9evdmjWxfI++8jdslt/f81VdxyOCRsb8fPUkfe+FoTSRwpt+n6MH3cCVMTDwov88JxcGgNjMAIwFffNcHZmtG7O9dHUARmA2zH6YSVvWc8dzzDVYfuq/eZcMVOzxt4ODd8eMhecHOzwMWgwcvM747whMGJcImtiGd4r7FCVTdh7xHpIi3Q42O9MAJo4B8Tnt1OOcZkK4xlGxntEJiWz7teq99GxnOc1MHR2hvogZsRazHHx8rFtnwWoZkLa17aluuRI6mkoCwJr5thfTzNTRvOCahXDsg0EIbAk/EaAcr241wIZlWJZmWbIUDfvIetAXFgofm8+YaL2ImcWI58GoQkOLUc85I1vhidvZSviehZrPWMg5f1yclsuh5ni5HKbItPyLhcYebss5XOTQnkMvvFEu4QUf49sSDwds+pgsfsvBKLCBiof/TPkw11RgjG1sU+2YvmJsWB6xVK5mORVG39f3bTSML2/PcQhix1i/vzhMXWojlXPA1piBiQDEXn+2X9K1/J13X0u9Xc06ITAQzvBDvy9Nr6d/4/Pv5mNZTkT2rfWd/YbkxkyLpVs3Z3vp7kKdcerOoABhf1dd0O/uQr+R7clSHY6HIU6fLU+LzIrladxLJHcGDVF2FbN/OVOY5T6+1qszGzkwGc/7N/evpx/fV7MYdwe1OXycc1VdFK+3q5ntyteWK8CTAAAgAElEQVS4XK7m6uRcv5kSjwPPFZ/BbriOi50l8W/2j2wPMSOWDiLbujBgatZ21nVUAKJRfuX3knf9yoDh4RyRyWIOMMiOLE8EggZcXB/OBUAS23JOz5V+15h/YAJg6gw4zpQPc9Y5sq8xx3k8MZTNoBBg7uNGQ3+lepLrpHA9cW7m2WWeiqDBYMYAA4cZ64OZHeYVZwUDvACg7FiLDiwDWdYB5r54nVFVADCwIy6m3jfjgiMShyJAA5n1yfL9dLhzNceHYCMQhH68upX2T7+VZqaOZqWFbQ/YD5iRyIZs27K7BSBta9tT3LpFUWRaExACECEgbNvWXTkGhAnR3gxnu4BydaYLb2s2hIk4BqtZI8pk6ZiTU+X9TfEiBhuR7uX4kf1g0oYt8LHMdJwpH+bAYksK2J9FzJS4wYcXJAwdLyr2vAGOImNiNgWZRDQszLaw0Bt0sJCaYcGYPlc9zll67DGzUeDjYjgvyfiwx9QAxB5YjmfPNYsthrUNXaea5Tq4fv+PAcs+v/ry3YZ3k3NhIJFpCqOUdLI2xA3K/D9B4ZHd8Rjdnh96txnPe8/006+8fC995dlhJXWOyW8AGQa8U+46nakNavoHk2FgdXlgXDtYn1obf/fhkfSrL99Nf+4LN7MhPwp8eOwsATIw5Bqigejxi954zgGYMWAy0PB18vmVmTqW4j8682Ppm/vXcxpkYmAu63odY3F5ej29O1+n0XVtD87jyvU/9fyTzI5xfyzzG5W5i7G+MdtrSKUuTa9nxo/rNoBnDJFCATQsI/uJA2uZETtfPUnrO+tClgCdpXI1SwoBDJyDecFJGLgesxfRqcB9x3lyUWMVgaeD2GHwfA/ZLjLSS2Wz1giyOMacseIYzLlcY7xefhvcIC31d2bnzI5EoGPnlBns6HyxbDcy4naEGTTY+I9OqOggi2wFoMeMfZRf3ZztbXKy2REXg8WjxCw6BH0tjgE1mGE7r5UGNLYP9k2vpGryUA5Ct+MT4AEwITMn9klbB6RtbXu6W64DMj4+l4O/CPZyQcLu1LFGzIdlVvzP31RMdwB6jAEZZaAvl7XmGMPRE2JkPjzpcRwKF5o18cQJmxCpcBvxGANMup74vTi7z1/ft5EDJb1YcP0cxx5DL3ZeHGLfAAzWCFsuYA8/18p5qMfAceK2BgU2+GE8LDsguB0P3tmyTvXpSuZerFn4fU6MLPrtjD9UabY39Wz5KP3lpS+nj3b3GqzF9W6vcS/M+tgowegb5elFXw4QAFj8+hvvpMc7+tlQvNBZS6vb++nD3UOGhMrXGD5RfmFAwbld+4IAdYz9yLz4twFG9DTb6LfsCyCztrOf/qtLS7lCt+NFkCg9GMTfXB3Iva7ObKTb83WsArIl+kwNEgMgS34iA4bxyTj4/QJwOBbj9nwvfbi7BgdmppCHYdjfnq9T5l7r1tfowo8Ywhzz0mCs/503b6Sv7hmmRGYM6SfX8M39zeQBHv/L0+vpuy88ykU6fY2OwbBBzP2yNG8UiOP8N2d76W+8/WaDfXGCBMDI2s7hOMFIEjcVAaSfS/f3wYD1i4Z5ZGd8D7kusxuRDTGL5HvycHs/x3d4jrAkj+v1sWyM25EEu8u2H+7uN+RT/pv7CXPhmD7Ah+csjGf6xdpi49zrgJ1VBjMnyrsNidbZ8tGmOEMDA4MPz/c+D9duMGCJLdfhYzmmkn3oE+soTHlc1z8rpsPyKu9zorybzlWPN23P8QAgr5d30oHpizkGxIoLMl/FdLyuUdam4W1b257uJgnW8AXftnVXmty2L2ebIAbEEwm0KwY2Pw5CY/IyCAGo4AEhYJuJGJnLqEnT53A/7FHy9zbmzWwQiO7FAmPDxwPoRMbAoAlplIEBHvroLYqeOYMjFgvT7Ehu4qJmr5u9cJag2ahZKlezl9QUvD1Up8sPGuyAjXuDimg0XZYXeJQnMUp03HePx8WB9x6Dw55jp7u1UW72w8yP058ihYkBxZaV4C0/V9UxGw8GRePwNl+eXk+r25tph6M8CcDBdzYSHPgMO8G+AKoHi8PidhiKt+Z66VsH1rPHHY+1DT4byaNkQPeeGdYTWame5PgdvOweU/bneAZLV2Y20rcOrOeK5avb++l7A2Oc8YVpQB727nw/g7XLA1biiiRT3Ne7C3WF9F87fjf97dufT79w9IOc9pZsUb4GAxr33UDmxmwvfbS7l59PCv9FEGcwZ1aJgPxr3fr5ufdMP/cZKRRB/wYBS3q+bEzbQ2/GlGeF5wMQeGHE8877/HjHMKbk/OCeOg6D98tgrLern6/9QmctfXP/MP7IDgQ/w3ZKcG2MM9f80e5edlgYaC+VqzkmjXkj1gShn4w/7JfZWv6295+5i/fE4CEa6cvl5pox3CMz0D42/Y9zuOdO9nNsh0EHn8XrMMPBsZkDlzTulhWzPvC5GQuvkQYqdmxZBsb/zhzJ967fNSrDlddRx3ICPsx8eP10kWLHhb5R3mtIsHB8OhgdRyigBDZkfKzbApC2te0pb5kBceVzp8CDEZkrX22ACxgHezXsBfFkBuDwZG4wYnCBd84UMMa75VdMuKaB2Qf9qSdX0+OnyloHDFtwqryfjbJIN/t49oyZimex43O8wezj6x7lzTKIsVbXHjh7DTG0LXWKwGJJC60NZksOvBieqx6n/q5h5hoDBS/UkclZKofxDvaG2sNpIz0yQJwbY80pTp3RaqWqA6rjuQFpkXmxIfV4Rz99bW+v4VVm7OgzEqWzZR2Q/9U9w2J/54ORa48yxnYcM54V+sY1ff/was74hcF7rbuRfuPk9fSvvfJHcgpOZCwAhkvT62ltZz9/b280xzGjABhAymMmhpSpxM5w75AvYYCZheH9sIzrruqQYBxjPN9Z6KefP/pBurNQA6tfGPz9YLEu4og87MrMRvpod11g8eM9vRyj4hiWKL/yvbe86fJgjAA4NogxApf1bLC/ATH39NL0evrOoSfpZz73OF8Tz8mN2Zqp+WRvr8Ei+Pn2e2Amk36znUEb/RoV88L1wwSx34XOWurt6mc5kd9ProX7uKx7ajDEu8DxuVYDN48Z/bopNsqsR5wjDRiZg0bNKQBw2EzG1cyHjWiOiSMiypv8Hn68p9dwWvjcZp45rhnzuHYwnxu02bFk8EB9GOZlrifKruzA8bVyXoNVO9Ycl2GgxJi9Vr3XGDevTXaEWZYVVQccnzXbNoDVDazzViBgM/Cd7YIT5d0chD41sb8RiD7MgDVMilODlB3KkNVmwWpb257m1i2KItOatddhR54M+L11y47UnTqWjnSupSOda41aH679YcrV3hNPPE5R68nIelR7WZxty3SzpVYGIJY/jfIieQFzpitP/lGmZamWQUvskxcYG8SRLrdRb3bFHr1RHj8b7oCme8/0G4aEWREDDhvyo/oYjaPIrIwCR3h3MV7t+Xd/3Ac8qZzLbEc0nGBj7GF1v6Jn2UYNnl5+bszWVa7XlR50Sb99XgzQ693aQKf4mY1he3Hp++35XsMAs0zMXl6DI8bu/mLNKlCJm6xVlvf0d9Xf49k3u0Qf3P+fPbya7j3THwlY3B/Ocb3bS18dxBDEazc7ADh0/RSu0UazwQtsimtfGCSZacELDqABSBAPYzbMma0s+bKx7dTHfj/8vHE+JHbcf2JAiK+51t1Iv/ry3fTrb7yTDWZfu0FzNMbNMJwu63o4H++p5W4GpDBvvPPXunXQeGT2ALKWS1kCB2MDyDpTPszpmS3VMTvAPbDM7mJnLT1YHDJdS+VqDvzmmaOWj99BjP1vHVhvSNIsR2JMHC/ke+J52c6bONd5PvX1nSyHiT+Wyxr8RydQfE8x1H1e5uNo5PMO8qxFkOK+eU3y2hKZG87B/cZJY9bEzElk0mE3I1tiZp/zxHiOKMHymvxZ0uvIbMQYTNQObIeUmyxYncnDOQh9ctu+BuMBABkmyBlmw2pjQNrWtqe7dYuiSGNjszWtOQAgyLCclWK2PJ5e7LydPS78hko1o/Fi5+0GuGA/x214guNYeGDMdHBMsyGeED2ps43Pcbr8YBNjEo1vL8Y2/pe1ABmQ8B39hHKP3jSO5z5ybtPVBlT2UFlWxb6WWWAIxAXbhkhkPDAco/wgggYM1aVyNb1S3c5GjcfuTPmwkS73WnejYQC5Lxgc3zn0JGcUswwDwIARQD0GjGT+RrZkg+v2fG8TU3OyrGNV8KafLesYj8c7+tnAsqHEGF7s1DUxHMR8eXo9fbp/PX24u59ZABssBkI29G3AeHvfw5VqGGiOAesMR86YhZGDoUyqVeIzoizpwSAl8fVuL6fXtWGL8TgKWFwdyLeuiFm41t1I17t1Nq3fOHk93V3op288N4wbAbzYY+94jJuzdUpgZ6ciW9W17kZ6vKOfvn2wlmTdnK2N/49297IX3kHZltQxlmbOLJN6sNhv3CuzaB4HHz+yQldn6v4hkRolYYuZtAzWIwiBXYjGK0Y/n9+Y7eW4FD9rBjkG3Vz/jdleowDhhQCMvJ+fB943A9M7ofbJ6iCWw6AUAxljOTKwBgdmLpYG7zNjQj/9PjMXWk5k5sDzf3QC+TxXB0ylwYvXgMjc8HkECh47+sb4OVDd+9Enxy+eLofplnn2DGDs8LLTJDLoHg/SHkcpseMZ7ZjzWmsAwVrsWE6yXkXWI9b+OF7dSi9V7+TkNNQFc/IaHJU7OqcaRQid/YofAtEdJ1LHrLYSrLa17WluOQYEwEE2CjwPk9v25UroRzrXGp6NlepJIzuVtZ5MOK6KGic5jmOZlr1HZj6YcB2XYTASdbX+3/EfTivINlF2xPlYTHyOCDhY9JjQMZTsyYr94/yRgeBcXly9QC6Vw0rlHIug2qWyriAcF11fm6VOljVwPV7gLBG5Ia+hjXV7FfHmY3jRfxsfeGBvz/fyGNkgdvDpxc5a+rXjdxvee+v2nfnHHuBoVC2Vq1mislQO09fiGXb8ir2fsBIYY3cX+unPvPZuWt3eb/STa/dz5LgMrpu+YJwByAAUzvxkzzMGoYs/YuR5LD7dP8zMheF/WQZuTLPLOTgmciiM6s+Kj6Cv17s1o/Sf/sG30u35Glh8++BQVuWYjVtztZf/Zw+vpt84eT3L267ObKSP99S1WK53e1k+hQyIOAODDu43GZcM6szEYLAbZJkdAfCaNfE4MQ4AITM3fP5zRx5mtiQGNXOPRgEEzsk7c3O21ygy6LEGQLMt48p7GpmCi521tD4AixzLbEME3RGEGQwz3xDnwbjcX+xnYPZzR4bZqXBgnCrv5+vz/MZ74Jgm+gZA+NOv3Nk0H0cgjyEfHSKRNV7WfMnzEcEJ8knfE5hms+T8D8CzJCqyMwZEZqJt8PNc3JrrNRw1voZz1TBoPjrHvBYZeDGmlmX5HjgluzNXGdQ4qNzrVYz5tJPRqgiOEdPwI9v2Pjs7p1Nn8nBDdZHrfQwcouPjc2l8fK6OSx2fy/ZJy4C0rW1PdwtpeHc0ihFagzlbHk9HOtcahQbPlA8bweB4OmBI7Olw9it/Bxhx4Ju9/0yATIimlL2PJ1XvYynYa9V7efLGW2/drz3oEbyQBSV6M+0tMpCwp41juf8YrK+XdxoLnBcE+kMmFeet98Jnj7q17l7YbEjaIDFAiMwMxu+9Z/oN6QjnxFuJUY+Ew/Eg9nZyzTYGvBizQGL8vTvfzwbv6fKDnJkKg/nd+X42Gmw8cO0AKYxXjFZAItmO7K3FKDtb1rUrMOKRs1yZ2Uif7O3lPlpeZWDm+AMbIZzL4MwAEY2/jVXGHGPeBrcNWQAFgfQU84MJcJC0QQUMz3dfqOuVfLJ3GIfieBAHWwPMHFRPf32PDYBgJswuREbDsTaxn/x/Y7aXfnIAdpzqODIDy+Fe3lmor81gwOzVte5G+nR/bXAjN8L4N3C4MAi+vjk7vBfRyHdf8Gz7vAaKMSPalZmNLMFjG9cqsffeQIKEBhQVtJFsqaLfDZ7BlepJuj3fS3/+xDuNjHRkGIvPGuPBdxzjZPl+llR5LvVzDjiKY2LmifGzYex3LTqBzExHFsTznkEF21Dg0uDM6wf9B9i6bxzDEieDEYOUOL8bCLlvdkT5eA7+9nrjORvQ6P2WytUG2LAzjW3cLwe3s0Z6jT5R3s0yqqhKsH3g+A8rE7wm7+ycTt2pY7nAoAEGoCOyIgCSlgFpW9ue7jYIQq91lXXAeZP2hAUBgBhMvNh5OzMfAA8b7EyMy+VqA3R4EYjZsRwDsjQw0OPn7B8nZXuePOEDHgyWogeJydgepMiycB4WoCjlAngBaLzIRK8TC4MNF1PjBmD2cCJ7wiNmtsRe9gh+MIYwpO05jfKwaOQsl6s5FmCUnIS+YUBQ88KAxf2nrzEYltoJGO5IlDCko8ebbQ0i7O0z2wAIcyxH9LLTp8hYkNEJyczVmY10f3HorbfMyKAreuAtd7IH3wDIzATgx4YU14S3+ivP9hrGqyU3xFb8ysv3RhZaZHsYntXt/Sznogo7x7qz0E+//NL76eM9w8B1wISNbQM4M3BmHCzNigCOfl2aXk/rO4dByYyjwaOfR4MXxvTD3f10Z1C/h/gNSwYNBIjH+IkDa42saTa0ARwGWn6uDWgY10/21myPWY27C/1cE8TjcKGzloOWYSDOVXUldaQ1fl4wcG20470HMHou8lyxVA4lk1wfQNUZuNie649z0XI5ZF5555wZz3OfZXKkEOYYfl4sZWP9MBgG7Jgd4TphDAzc7QT5LIAK82kWwDKlKM1iTEkrbBDANmbHvTaZBXGf/B3HM9Dw77iGRadXPKeBhiVgjgExiHJ/7OyL2a/Yn+0NUiIA8RoPM7LYeTN1Jg835N7EgQyrnjsb1jBeta2E3ra2Pd1tWAdkrJvGxjrZ+8AEAADpTh3LDIeDzkzZOiB8lObzs8AG32MMW0Z1rnq8SW8ada2WShEvYtmUJ3UWBRgcAxsWu7gIuT+RAse7RN/pU9Tr2iMFKMAYOlPWxfjs/TJoiIa1P7OUyt6/5bIpW0D2xEKMoQCA8KJm0MT3GHHuS6T+KT6GDMTGlceO/mEouU8YFoAFDCxf752Ffro938sGl0EDwISYCHt8ub8ACZ4vDE5LSWxMr1RP0vcPr+ZYAgzEa92N9MsvvZ81+hhXgAt7mGFernVrMOMK15YFYbRhRDktr/vEdRJkjtFoAxygEdO63pqrsxeZEQGYOaib3xz/x/dtpB/fN/TOf7ynmZELcPB4Rz8bdhjGGJBmFmBQojyK6yOof5TByDEBqUiYAG4GfGYwuF6eVfrBfjANXDeffRbL4vfEwITnBBaPsbjYWUv/+R86n+4908/3BNbC58YQj6xcZFjOlo9ySt7YN4zkyEIYRPBcMj+4r36OqAMUAaaZBoDxjUH63Tgfsc1KNUyewT7cc67N8+vD7f2cGhxgFefY6JCJ8ifHScAS4MxZDn01iIhxHNFZBWiJsYjEoDHmlkNFFurGbG8kexL/j0lPvO6YZaHP3t9S4Mh2RGDkcbIDzqDDUmxiBJFYoQqwBCum4iVWdK58NTMgZMEa1gBZbBQoBIDAlExs3dMCkLa17SluOQvWxNY9qZw4mF90TwZTE/vTzNTRRjYLJh88IjHfNxTtS9U76aXqnbyP64IYyPh4UUblGBNTuU63GzN2wKDYk8U2Zjg4lxcoe7AiozJqcj9XPW6ch31YFFeqWssd97dnKmqE7T1jMWUx45jRy4XxwOJoL5qZk9PlBzmDjgOqo7eMayDDFQbiifJuPg7GBeeFGcDw/YkDw8KG0UvHeTAeo9FisGWZBkbIR7t7+bOz5aPsaXZf3TfGa5TRT8YlvLefxdbYG3t54KX/6eeHMSlmId6d7zdACEHjf//ThRyXwrjTH7M1fv5eq97L2yB7cv/93fmBnOZ6t5e3tUF5rnqcrnd7jXHw2Ma4Gww5gvLthTZ74+NYRhLZGWfAMsA1CLGBHI17PO3EPxEYb3YCYGLABgAwy0C/DIDPlo8yQ4EczvdlqWwyH/7O/Y3PIOeDmbo110s/9XwN2D7cPazlARuIg8CMHs8k9wWWinfFLAzPVfzcP473uDCIe3K1dvpqZ4PvDZ8b4Jnt4H6ZdTpTPmzEGvG8AMBOlffTZcW6xYQD56rHeZ7kmMzpOHOWy9phAEiNbAljakDn+dbbGty48CrXOsrY9/Mf2Q+YJPpm1oExJdFGlC6xjpotp192SHF+nvXoELSTDhkw/5uh9/m5TmI6OZ6dagYpMTbkeHWrAVpeqW6nvdPn0lz56kBqtZgZDsvBx8e6StE7BCBFMdECkLa17SluWYJF7m3S8HoiIA3v4c7VzIK8Vr2XXqreSS923k6nyqG8ic8BIfZ+HK9uZRATY0FG/c2kZ9rWE6RlWJ4gDSpOlffTK9XthhcKgxwWxAsOvwEwgBsfM+p9meyXR2zPxGzZhL1QZgO8oDlz16nyflrdPkwfGyl2L3BmPjxGXL890zAat+Z62YDx4sziFr1ibGdvqiUYGIak5yRQ2955GxCOAQA8Pd7RbzArUTZkKQ9Gd39Xv1GzwNKPKBvDiPjqnqFHfqWq6z6sbu9nAx+Dj+vF8EZmZubgxmyvUTiPc8COcB4K9Nm7bcmIDRxLjPicFKwUR7QxZIBxf7GfHm6v+7i+s59jeSKLYqOZ+4YxCJhE0mV5miVcBg48h5YLAc4uDLztZFIy2IkSG4pIfuO5jQZYiAa1GbSlcE5AZcz2FUEX4M3SHjMOfu4NcnzNoyRljCVsDuCZjGyueRKfl3jvl3WdMGjxGYrjbqMdYAG7wrPEMW4OZJYrYaxhg3mHDBT5fjmMEe+Z43yckc6OAeZcv6uR0WVszFB73ol/x754bmNuN5D0uQ1qTpcfpKtKXWxgYlnTKMeRP3cfz5aP0hvlvU1OBkAJ27M+eD0x403/IhvvOXzUmmMHn0ESnzkxjMGO2Q8DC0uxYlasmJ7/peqdxtq/2HkzVZOHGolvmtmwhgAEEIJao40BaVvbnu7WLYoibduyO7/8dXBXN1dBxwsxM3U0He5cbVCqAAq8IC9V7+T/ARxkt+KH/T5r8jpR3s2eElgPT4oxa4cneseXGJQwwZohGcVuxMA/giot0XI/I5viBcf7sB0LjrdHxsZihgeQBSZqi5e06HvxMeDBmPXCbvBgaZPrFthIxyPGgmdjGOMigg8WV7yZGLSWwfC52ZzoIbV33QyEZSZ48M9XT9J3Xxgazte7vczuRI/8sq6B/ltvv1LVOvcbs71ci4E+eFy4LoxJX9/1bi99bW9tYNuYc19i7IvlJ/b+8wxGFmhFxqolU2Zs4phRdRyDH6PXFcIxgLiHo5gRB4s/3F4XMyRGx15qwBaB0cvlas4+9vNHP0h/69brGTBeHhjoGHowR5Z/cb/8rNjz7m0BS65TYq+9jfI/9rnHeVxsiPp98fmikW9j2Swd48TYGOBd79ZB9GZhzAQYXPn4lsRFwOKxN2jhWTuv3xc6a+lre3sZAFJQ8M7CsB7Jw+39PG4eD8bfoPzWXG8Tq4m8kWeL+B0/52xrMOC5xI4bgwXPj34v/dzD7LKPjW07IXwMrmFtUCvIDItZJVhUryGsCWZMmLfpK04q3mv+Nit+orzbkI3xm/6Ttctrl6/fKe1xOMX1y+eM6ykMt9fQ+D/ruxUJnAeGhfU+yqytmjhe3UqLnTdTOXGwEX/qgHNnw8I56v+LFoC0rW1PbWvEgETvg/Nud6eOpRc7b2/yfETplUEGjIWlW97WOlQfMwa+RcYjBr5FFoTFgEl/aTCpRtkVvwFQTMhxYXq9vLNpEYvBga+Xd/Ki5EXA9LQXV77je2ovRFYhSsNM1dvDBaPDgmTZQDQOzpa1bhwwEo0KrtEA5mT5ftZ2nyzfzxmIvOj6h0UWA/jxjmY6Ua4hjpO9tAYq9rCfKR9mIxNDj2vGQFvbOQy6BtjZkGERxyByDAf9vrMwZFQwBulD9HZjQGJ0XeispVtzNRAxY2ND3UaT+x697R5Xb8/zZsOYgnk2lDE+owzn5mydOvf7h+tzr+3sN9gCgzSMY4xSxshg8bOYFceTXJpeT/1ddbFFqrrH8TDTZc8+gJM4EkANDJRlWPHZ4XlekSHs7Rh/gxwzhtEAZnt7ypkrVqon6aPdwz5yzv6ufgZjjnuJ7J+fCxwKlweZzWAD6aPBmectAyiD5OVyNY/f+aquw/IbJ6/niu6AseVyNDPnfpnR8FxloM6Y8lzDFEX2w3Oa3wfeUTO/PPNmYPx+MU8ZUHouNFCzUc52vqec3yDrfPWk4ciK/bJhjyPnZPl+4932GhJ/M897ffI1uK+Mkdc0g6YoDTtV3s9Zzuib10TuCWs7x7TDzAwJ14r8irXe6z9jQX0wKx12dk6navJQZjhsg+D8dDwqFdL5KVoA0ra2PbWtWxRFKoqpHO8xnAiGmbGIAQFAmJlwbvCY9eKl6p08YY0qRkR2qpg1wzEmGLix+FH83kFylg6NkiqxrQGHPTUny/ez5w7ZCQZ+pN5ZDJj4vShFwBRB04nybjrSuZYnaMBAXIBOlu/nCr6nyw9Sb9ewsJpBDPuxkEQPajQi7J1c0vf2PtpYN7hZLldzZiX6gifszkI/77cyMBgvTa9nYxyDxMey5/by9Hr6zqGhAWqWxp5hZDrRmLSkx57haEDxPwalDWvOjdyJQF8zFxEAni6HhR7pExW10WIbTDE2ZmkwvLjuyICYIfHY+9q43pXqSfqJA2s5iBiAg3ea81gGBaiDGSH18L1nmmCMOhA26CzNMVvFefFM3xjUvXCFcjzznPsnD9aZt4hjIakBnnQ/m5FFIrMZMRwGvR5DniPLJ220+RwGmH5e+dtjw/lg5K53e5np8fPOO8F9tFfc4PbGbC9d6240AFZ0WESHg41zj4/HnPEhYQPAj3sJ0LF0yM/WTVVGt7HPe2g2wvMQY8h8wjzpWjiOa/G1nS4/yOsl9rcAACAASURBVEHOvjdLg3c1MlOe+xz/BYM3im2J7DgAJ86FZlQMpByj6O+5JuYOO5kscbPEyo41+nR1ZmOTHDiud34fAA+slwarZlhYO1lX2Mf98BrugPiYcMaFigH8FCR20cIdnVNpZupoI/3/1MT+hvoiSrIAH9u27G4BSNva9hS3AQCp8guec3APGBHo0GryUCMLFhQqoIQFhcAzviMY3cDE8SKxRgiMidkGAIi9KZEd4XsAz7nqcQN4sEBEWRQLH8antbY2BE6XdZXZc9XjhjY3ygEAOPbusx3GXmRtKMAY6Xj6wflsUHA99n6yLYuGtydIESPThqo9uowDY8p1mX0wAHh3fhhXwLFY+Fj87y/2M9tiQ9DsS1yo8fQuDQCNg67x0towsizKEiUbjNHQ53qQmvn4BigwOK7BYa+8jUqMQxuQeIld78EAzd5pH5NxMLig/1G6EsEcfXGGIWq63JztbZLeGSzYUHfshqVk17p1QUmMUJICUFTwyiABAVK0y4MCdus764KEZA672KlT1SLBujL4icHzBjc2hG1cnx8A0v6ufnp3vp9ZOrMXkVXx2PGd7wP3zs853/EuMc5sj8FF0T5nhTpbPmpknGJ8bUhzbALhryoOh3eZuC3LoyJLw3G4r1/dMwS7ABCPY2SxzBJ4nKguH9lVzzlcK9fO++nnjX5GI99sBsDQDh3mUralXzF2xsY4ffUchsSWdcIsS2Rm/bcBgcfn9nyvwUbY+eQ1guuOMSIw7WYeOI4BhgGV4xHpj8cgyohZc7gOxtXjY7my50iv0XYC8n10LrIWnykf5v+jFBoGBLsDR+iQAdmxSaFBZqw2DW/b2vZ0t1wJHfABxWk6dGLrntSZPJwZDYxTAxAXIHT1cwAFhjbfU9TQXhSOzyTlNL/2BAFyYgauz6KxzTiM0sJ6ArYelsXSwCLGXHB8gIk9VT6P4yn4n8nawOON8l46Wz7Kv70Ymomx587Ggo0Btufva92NxkK/VA6938iUokHDcVmcPDaW/dhrjzHvQFYviBjRBh6+H9Hj7x+O45TCLLoYmzARGK8YTbAQHgMbcVyjjUB7v5FV3VfMg72s/GYcRgEV+gWAMqiwNM73jv8vTa+n3q6hF9zjbCPLACUyJBjJ3Pdz1eOc5hSAYskW1+04EQMV30tfL1I07vfl6fVcNZwkBRikjg1wn+1BB1hyf6i4fq1bg5WbA5bNBSLNFvFO2DiLjJiZoKWyzjBFAoUIMs9Vj9OHu/uNa7zQWUs3B4kIHg4SGZyvmoHzBlMG/QYfdxZq0PJwwBhyDBhE98UMEKDF9WgeDEAf//sdPFMOpYzL4fqiU4Bz+Z1aGjG+fodHxXzYYWADfaWqU/O6tozlRZ7PojHvuY95IMqo4nvB+S2limtHBB9xG8uucKZEhsTzSQQPn7XOeV3xeLK+4njymmWQEUGUWQsDDLaxdNnABvAGYLIDkPWfPvG/12YzHdgKjvN8rXov7eicylXQXQtkWPejyYDw2dhY2Qaht61tT3nrFkWRxoqZND4+NwgEW0xjY500sXVP9jRsGV9Ic+WrjUnEEw/ZLcxAjErJ68nHk1PMlOHgdACOPftMtjEYPEqemJDx6Hti9iTsST8uNjZ4IxPzRjnMzMXxz5QPsxHuY4+SE1iaZYAUDUkDGc5B3zD+LCfzwhm9l2ZmMIBsXLDQ2ZjGi8bxTpW1jhuP44WBvt1MDH1w6l8bLshHDDYMbugfgcmMBQDCx4ZZ4nowBjFEOO8vvfgg1xNgUefYBkpc96nyfsMgwtB4sNjPbIaNP/pog/PxjmFANUbIUlnLbyhu6HPYALdRzv4YtdTx8DNg4BJlFmayDGocn4FHH7kQGbS+8mxdTM9AwP3lx7KZCGAMSGxg2oD2cfBQX5peT5/srZkWnjc8+Paq+1nmeL6XHN/edo/Xuaquc0MmKDNdnMdB+GZHkI893tFPf3XlD6Vbc70GCABERYbJfWacrnd76b+99vsaGanWdg4zZUUwbraLdxjW7Hz1JPV29bOM1OPG90jsPA6eAy3jifOD73Ucd+7tcvj8dPlBo6gp9+BCZy39pd9/Od9jX2NkejDkmRvpM338zqFm0UKDgnhNkemwTDYa8h4XO5IsTfV8Td8oCEl/osPJc4YdTHZ2RQcZ/YksBu83/7sv7G8QYqeegRj7eN1mvXO/HJRulQNrN+u6k9DYRlioXk/V5KEcbzqxdU8uPtgEJKPS87YApG1te5pbDUDGZnNhH8CHA7+2bd2VqslD6cXO21nH6awWTr1LQHdMw2dvjycrg4BI31pu5UnSnzPRQmEDEsxkeOK2LMv6VhYD16xgsWDxsFYXEOaFi+N4kQEEGURgvOBNtFeJxcGshxdKe9m8KLLgxwXQtP0olsSLbvRQRk+yt4/GB7EPZkowQGz84qm28er4kXhsG3HR40ufKCzIfpY1YXQZmHA8G0AeU4NJxo8AXe4d+v0Pd9fSLMtdbPhwDvTpZi6Wyzrj00e7hxmJIpDyOCyF35yL1L+WrHg7G1XxGu3ltuGHsUz8CEYtWaZcN8WA62z5KCdkQBJ1eXo93Vno56xZF3UPLnaGqX5hXwzWL3aGtSkMqCxT45nlWfM1+G/uJ9d2rqqLHTLOPDeWR92Y7aWfPbyas0J5X6Rnt+Z6jerxAAVqw/B/vH8AmfPVk7S6vZ/BAMfge2picA+5DoMQ+k7fVqq6vgjgh+eecWOc/I4bgPudtayRvsf5h2NRlwSw7TF38PxSOSzgCvBlrEgX7WfT9x22yt/5eaF/lgz6+TazHBnm+P7b8WIpLP3w3G6GBJbCAMjrjudmAx1LpJwcJTqlljSGXuPYh7XW3/OexH54nfK6ynxuyZTBFmt2LFB4vdtrSLaIB6VgoT8HgODwzPEd1PwYn6slWONzDXnW+PhcGhubbQFI29r2FLdcB8ReBlLfTWzdk+nR2fJ4g8nAkwGQQD7F5GJpliuiMsmxvb0qscChA7RHeXSYFDmOPVSAFoxbFgcWa4CE2Yy4kABaqNrLgm9vkQESMifry02fx/gSPLHxnEgS7FW3t8zHjN5IvufaIgPjmAgfmwXKrIMNlcguOYaGxdrSjgjgWDTxftpQv9bdyEaDJRY2Qk6W7zc8wNb2L5eruZDb2fJR+pnPPc76f/pFRerIeBiURYAWPZ/LA2PfAd03ZusieEhu3CcMFa7d0iR7sjHOLk+vp7uDKu8EvVuig7TLbAH3xx55DE4bkjbm6I+BoiUvBp3uZ5T98C4ZwBjUYVw7AJ0x8jhZmsQ5YjxE7JMBM8+M7+my9o3sEsc1I8O1XOtupPsDhovYI9cHARB8//BqowL5Z8XyMCbuJ/cUYGZZmq/fmdtsaEdGwM/D+epJ+nhPL7OwGOUebwME9oElNoNmYBHfFQN0AApslZlBgybPQQYnHN/GPfOX56XlcjWt76zrx9A3AGt0rPD8AFwNTqIDx+e5NKj4ztxJP5AVe4xOlHfz/O252exHBDE4yAwe6LtZbfqDA8HrB/Op4zo8X/m3nQ9m9A1sRgEQgzPP+XYCRieka3+dLj9o2AQuRoh98Ep1Oy1Ur6eZqaNpamJ/Iw5k+HtHI/Zjctu+zJAUxVQLQNrWtqe4jQAgO3LQOVRnOXEwlRMHN+X+diVzsxYGJTFtr2naKLUyE0BMiNmOGLTnSRNwYUPeXhlT5qa1PRlazmUDO6YddJFAy7ncN7x+eIRjUScvSKbM4wLAuTAmbBTbmOZ4XrA8RizSdwcV2e0Rjz8YCaOMDR97FKjCgGDR5zvLWTD2bNRzLZaB2LN5uvwgy1wwhLgGjNc7C7XW3dIYjHjqQlB8MRqnlgPZCOAcfM62GFjsT3yDJS42Oj2WMAnEpPhYFzt1jYY//cqdxnXwY28/ev9Y68JGqaVVNvSjEWuDzPp4gxCPuw1MjG2OGRkIe94tfeP8HjODdsbcsTb2ypvtsGHJcS4Nqo0T7M4+ZpfMZpyvnqQHi/30/cOrjfgNwBPHuTnbywkJPMbng2HvvtiAR3J0a66X/tRL7zeM5AjwPCZxHD0X8E7BJnFvKCaJMT6KTTRAov++Ns8VPBOe3wAx957pb4p5Mnjn2bo1N0yTaydLfM7s3GCMzYZdEBjnWfM8ZhmW32GeL7M9o4BSZLeZ383UMsdaTst6sFQOa2pEhgTnlu+l1y2vI14TLD22sw2gZLYlMu9e/wwuYjpdy6+8tnH/DEi8vjvuAzCCDeAsmI4TJQYEpcXktn1ZieF6HwYkzoZVtACkbW17alsuROiXvf57mBJvctu+1J06lhkQx3rEDFeejMxmRE0o8qeLnbX8nSfYKMOyDjVOvvZWjZqs7ckyy8Hi4omR/sbFJHrFOa7PYQPdUhKO63Pz215q+s85bcjcXaizzgCmIpPC/16ULTuLQMKeSOJkojSJgOiT5fvperfXAFwGAPY6YhTagIjGYfReny4/yNmPonbbCyhAgr7yOX9booHBwXE5Jnp6PJeWTkUD2uMb+44RHINmr8qTDTCwZ9bsi414e+iR9mCk/urLd9PjHf3U31V7fzkXx/9kb69Rx4R7awOdsbk4iDMwq+BtLPuyt9fX7fsGOIjg2M8Dx/ssD75ZE4979H4bgPheON6Az2GUXHHe4AxgikyM8WDseRdIw4zMzRIsy+l8/yIT5LHlvFR5txQTts5gIIIqnmsDCL+7PJfIAhkfvne/DVQNkhg/xxjRJ8casK2vCymdARjznEEk84vvKX97/qNfDxb7uZq8wanBBNfteQeGhW05JvPFcrma5x36x37RQcT1nC6HRWrt5DFIYWwuDxgVrxd2gHlNiMw742aZsfsVHUKj+mEw9EZ5Lz/DoxiTuJ6NWncjMImZLf2/636dKO/mwsSAkleq22mufLVRhBD1BT+k5N0yvpDGxjoZjBAfUrQApG1te2pbBiCk2+XFJ/Vd/dIPK6FbNuWsVmYuMOqZiKBdnS3LHh8ADQCHSc6gwJpWdK6RCo4UtVkMT+pe2E1l02/+ZsJ1hi17xGzcm3kwiPFCgZFGv+zlvDE7TKvJMegHC+LlQd0Fe9JsHLOoOvViZItYqL24sw/eT3vlndrSnj9fO3+fq+pidizSazv7eWEnSwxgg/E/Uz7MKT3PlnXQtqUSXLs9vVxDLNrHfbCnH6McCRb/m8XgGNaVY4ycLR/lgHkbwzYAY6pc+v69Fx6ln37+ySaD1DIIsyQr6p8N5UsDadYvvvggffvgWro9PwyUxhhyLARGLf2z0eYf9/f+Yj8DFNcycX+5DvpqBsQgxfeJ89irjwHk8TC4MUDhmfS5MXp9XnuveR8wiu3J57m5PGDE/KwQg4AEDomWnxd+R6OVa7cxb6kYMsCPdg/jhQA4dxeG9XF43yMYNLNnAHxlZiO9Oz8sCEghyQgQOIZBpd8vb0/sCO+1AXx89olXiaDRgMLnYiz8PPAu2Jj28c6UDxsMIAlBIrBn/D3vjmIyPPe7f/H54e9o9I9iGfydnQ4ACM/ZfveZs23Yew2yfNDz+MVOPQ8YWNkZ91lgxMAmsivR6Wbm3rGcSJjN2Nj5aFWBE9F4Pcd+WOy8mTqTh3OMh1PxOhOnWZKtWxbrGJA2DW/b2vZUt5wFCwAC82EvxNYtO1I5cTAdr26ll6p3ckaLFztvNyqfxkrp3p4sWWZMiAVxlXR/bwmW5V5MpvYqsU2cFJnInVsd73dkSWBhLMPiez7nO4z8U2UzM5aBV/TmmYYHkFCIjsJpfBflWtEwix46ewLxVJp1MUAx82KjD2nGcjlMF3shGKOxH+4nsggW/fM6no2RyHDYAPiVl+9lA9sec4Mdyzfs6ec7rslB2RiXGLQGKr4mDGv+P189Sd94bqPR92jIGWAYrGHM4xmGefBYel97/C0bI27k8qAmxK25Xi5OZwkWhqCNZeJVDBb8veVS/FgS5axK7hsxC5bo+F7bcI8xGMu6dzaQI9vhvkYmwM9QZFgiO+KK5AZF/H+mfJiD5QEnV3V9ZjU4nuWEo55t7jmxSrxL3HviPq7M1PVU/FxFVuh89STdWehn+SDPGcUcHY9EUUGPg59RszWMqa8lMmCMqY1yAyDmDJ5DtuF4yIMsCSODnI/neY6/I1CN84bvewQunqvshPH86LnzfPUkMzJmSTzHGvyaNfDY2NliEGPD/lR5P13v9rIxz3FGSW9x7FBAlHXJ/TFw8PrB3zAwllO5P3YiRvky30dnXVyzWe/N9kQQAgvC71eq22m2PJ7l3o5DdVmAZvarHYoBqVoA0ra2PcUtZ8Fypgk8DNu27krlxMG0beuu1Jk8nA5MX0yHO1czADnSuZZeqt5JhztX04udt9NL1Tvpxc7b6UjnWv7+eHUr78P2gI4YpOZUfaZvY/VUx59YE2vq19rWzwIsTOJsawDDMVmszKSw6JyrHje8TnivopTL+xvYcH4beza4vVjYa2ZvHouqvcDRG+nFGONhqaylB/Yy8j19u7swTK1LJWzO43NFryCLNMdb39lvMAg2+Lk/GGxUykZCEr3kXDsGiA1UGzr0yRp+jE4yHxn42LtLbIUNMq4vevF9XyxFuawK3ICRG6EAoA0gX6tjNGy4miGxnOb2fC99vKeX61YAfCIAAkxgrN57pp+zN3k8IgtjFoPn1EUZfb8Zm4udtfRLLz5IH+3upe8froE25wWEUNjzvIzYUUa9gYVBkA1dG8Qc10a42Z5L0+upv6uf7i70c0azGIfCddM33k0b9+4jYIb9rg4KMX5939DY5gfGykkGLFGKIBv2xNsC0q91N1JvVz99dc9QIhZZPo8f4+R7a7DHOaMTxH1aKodsIcewfNIOB89PgCn3y7KoCB7PlA/T9W6vcU88D/i99DksEbWTJM4/Bme+p5H14L4AGCLL8ls5iuL6YfDDfOK1xeuVz+8+27nk45t9YF2zM85rUXSu2bFnIGIGxCCJbWItsFFJapBeOe4ThyUSLAAIoINMnC486CrotSSrzYLVtrY9za1bFMWw2mhmPBZFf9beh5mpo6kzeTiVEwdTNXkodSYPp2ryUConDqbO5OE0M3U0VZOHUjV5KM1MHW18PlseTzNTR9NC9XqaK19Nc+WraaF6PS123ky7O0tpR+dU2t1ZSs92ltPOzum0o3Mq7eicSnunz6UD0xfT3ulzaf/0W2nf9Er+zWdmWWBkmBSZ/JgAI6BxbAoTpuNWDCLspTKj4YBBAyFAkg1mJExma+zVX9YCynGZ8A0yrBOOtDoLPp9fHrAqNpZZtDgexnyUJVh7TIYgDL9RUgLOiQHkFK3o3aPn2qABTz9GAsHpNhK8yPuH+AtvY4Ptl196P3s4begw7jAM17u9DBq4FsubSDWKtzx6mW2AmI3AiFguV9Pq9rpaOMZY9OCbnTI7caq8n43na92NLEUhdmGlqtO5vjvfTz/9/JP0Hy9dSp/uX88SmsiCECNB4byrg7gEqpZ/uHsop/N4sL/vHX8zTowpQdA2WG3smgnic3/Pe0OtDRgdx3B4/P2d/ydJAIUk+7v6mX00ALVsz8+pjfgIvG2U35ztpV988UGu43FewCWyJnE8LJOKzJJBn4HgnYV++sqzvbS2s34mbsz28j20pM7Pn+OoAGAOTLfRa/B/tqwDyN+d7ze+Mxj3fOZjGWAB7KKzhLmNbZbDONmxwHxhZ4jvId9xbDtyosOG9x2GyUy1wcLp8oNcgT46lt4oh4VjI1NjRoMxsdzMMYucy6wKfYqsjNcHg0XLlO1Ic1xNBBMcw04+WHw75MyKWDbtNdVrr1UNr1XvpfPVk4bT8ZnqRGZALLnaMr6QgUltgwwLEg4D0dsYkLa17WluGYDEjBO8+HgeyE4xsXVPBhqkxducMq/+354NCg1xbO8Py0L2ramJ/RnclBMHcyD81MT+/H936lgqJw5m4DMzdTR1p46lmamjaa58Nc2WxzPQIdXfbHk8PVOdyAAH0LN3+lza3VlKb5T30v7pt9Le6XNp3/RK+lznx9L+6bfS4c7VdLhzNb1UvZOOdK6lI51reQIFeBDr4okZQIPXh4Un1jixDpeF3kyNtbwYnVGy8EZ5r0Hnm0mxp9FxLHzGfiza9vLhteR3lCJ4keW6DACIbbmz0N90/OjttbFtEALTBBDyQs+ivVyuNupVYMTQ1xjfcaq8vymO4lz1OBcZtCHsv/mNwY/RaOARGSKMR4weByEzLhcHsg0bU2Z2ohf5uy/UVdPtpY8MzOr22jOO1Mc1UMw4WaKEkXx1IA2yQe6/DY5gLyJjxD1wBi4Dw6WyaXj3B0Xz6BfXgYf9xmwvffvgkIUz+MEgvzSQT13v9vI1nB987uByp3T2M2Lg47G3EW5AYQABgOWemk0y2+pnl+cmSvF4Tjj++epJjtPhuuM13XumnxmwpbIO3L6j+BJ+Ptrdy9d/a66X32sDD4MhS4F6u4Y1Oux8MHCOzKDBr50Gdn4Y1J0q7zfkZoyLt2UM/a4x110dMLuRwcHI5nk8Ud7N7z/vg/fz3BnZDTMGXCdAb7lczca7gc/p8oPsEAI82KHEOQEPEehaNuW+ASgsxfJ9M0BxwhTWLsAGTjy2szPNP5EZsfrAzr8T5d10pHOtAUDsBDxe3Upz5aupnDgYHJ6L2U7YtnVXjkON8vCWAWlb257u1i2KIhXFVGY+hsV+FhtyrPGxbq6UXk4czJMFnzlAjGwV/M+kwbbQrM621QQpddAZwIMiRQYigBS+o2aJJWNTE/tTZ/JwZmuQlM1MHU0TW/dkMMMPIMbnAUixLcfl3IAfjmE2iN+AocOdq2nf9EqaK19Ni5030zPVicz47OycTp/r/FjaO30uHe5czXI3AM+RzrX0fOfLeWGgKKTjTvBG2cvmIH88YiwaptbtwbQkgO8wAG4MMmO9Ut3OYIJF1MH6XsAt8zCQ4bcXVhZaDBaMDiRU9mrGHwy1ywNPN8HsyGPY94KMfaRAN+Sx/ub+ukr5w+39hscaj3JMh2tPrT26UY5h4xWjbKV6kr66pzZaL0tCgxFo8OHj2RA9Uz7Munpid+inA+8BK3jOH+/op/uL/Rx0zI+NcY8ffY5eewCZz2OpUX9XP1/3/cVhqlYYFeJdYqVxjMJRxzUIILPXd194lL7xXC1JujwwzmPRS/Yx+8CzZSOZ6yVpho3eh9v7aXVQVPHBYj8zEwZYgEM/+xwXAzOey3ExBkn27F/srGVQwT6W6Pn+EGg/imkEjPq6/HxdndnIz79Bm7c3YGJ/jOPIDGJE+5w4ShybERlPsu/RD0sveX99zMhucA4YCJg594FrdkyEJVvEDTpe0ICB8zk5imW5PD83lFWQc7EPDpw4no4ttPHP/LxUrjYAgRO2ALJiJiviMAAqljU7DtLbR3lxDDx3/5xVEkDC8V+r3suxosSATG7blx2gv7UjdJAla6w7iAVpK6G3rW1PcxvUAVnItCYggL/xQtjQz5KtsW7edwgohkFkBIs5ve/E1j2pKCYaFU2bXo4duQ9oPzm3AUo5cTBtGV9o1Crhc85Dn1xNlb7CvAA2AEBDb8xiBikGZcMxWMz7bt2yI3UmDzcKJnEe9jXYAWBRYZ5jdqeO5b/LiYNpctu+DGQAWMjfAErI4gA7AKDu1LHMBD1TnUiLnTfTmfJhWuy8mRY7b2YGCBaIBXT/9Fvp+c6X828WDMAQMTwsMGiPXWTKi54XJxbUqzMbjdgPDJ83yroa+o3ZXgOMAHSiQXZ1UJAsBuwvlXXBskuDQoQYhRQZM4jB0L/YWUvffeFRNrrODwznC521HKOBfIqK3fTDx7F0xV5evJAYZmxvBgMj86PdvVyckfGxFzaeg2vmOs+Wj3K8ib3SZigw7gEsH++ppTVIeD7aXcuybsz2cpYlV9N2UDzMCQDORfDs/fZnNiQBRRz76iCzE9XBL0+vpweL/Qwsbw4C8O8uDIET29mwPlMOJXCW8znWykyhjT8DEv4/r3N9sreXbs8P0xkbECI9i8aw2Q7vZ5aA53xtZz+nswUk8fzba+80vvGYBo08P9wzYnHMIlhqB0gzG7VUrqa7g1o7EbSYyeSHcR4lSzIjG50IXINrrQAkY6A7sU9+98wSmMmJfbVMyY4Q3yt/znHNZkfZmRlmAxzug8GE5wWzITyLVwbzpMFOZDhinIeBAIDQ86OBT2TYLdnysf2d4yxHpdyNkma2Qx5tBuTFzttZro1zsikBb7IelmDVjs6WAWlb257mlgEIYAKDGYOdokBMEA4Ii7RpZDwaYGVTbEmTbrWHwwwJAMfsiQ1/jgcbMQQLw5ziTunnIDdAi0GOAQr7GPwgK+OaqslDm8bCfdgyvjDYZkce32Gwf/NcdX8WG+wQwMP95hywMIAaABSAzHI2JG0GbIwjUjfAEL8Nbsw68TNbHk/dqWMZEAF4iPWxLG6hej09U53IYMgyuAPTF3P8z2LnzXRg+mKO/TkwfTHtn34rfa7zY+lI51p6sfN2er7z5XS4czWdKu83MrGRCAFgdLJ8P2eSYsHFY0hKaRZIDEfkaHGxX93ez8YCRi2GnRdsyz0s+8Cr6m04p9P8Yvyhy786M4y7McOCcWGZRjSwAB8AOOJGzlWPM2Nib7O99fSLeIn7i/UPdTF+8uBa+mh3L/3a8bvp9nwNCH7iwFr6dP96ujnbLNJHILzrm+BVRyr2eEcdF3O920tf37eRfvbwavprV76Yq5EDgihESV/NlFjCR+zD2s5mhfrIKEU5Y4wBwegFACARM1uBsU2WM85h5sQSJ0DQ+iBNtUEO1xpB2UUBDZ4FUvCaUTPbwnaMzZWZjfSrL9/dVDPGIMmfRcAP28L2pCz29Y0KfDfojg4Dv2N+ZolV4Vx+rg0cnUCB7zGao6TNwAD5UTTumQs4nllav9dxvMxW+FyAG1dY/6zgcFgWx9k5zsQg0SwM7Mko5sVgxM4gf252I0qER7E6BJ/jdHImLDPszvuL0wAAIABJREFUBjrMfc92lhsJZxaq1/O65kxYTZXEEHhgm2zdsqNNw9u2tv0T0NaLovhBURT/d1EUv1kUxZv/CPs2YkCoPopBOzbWabACTsuL8WoGJMu1tJ29F2ZFbLBzDCYfig8ZgAB+RjEj/GZ//o4Aw4FuZkzYnn2GGTgWG+fgx+c0aPI4NIPodjT6AaAALCDxGoKJISgz+LEsjB/H2bC/x8OAgu+mJvY37o/TIAKEkK1ZBmcg4iQDUQ4HoIlAjuOxL39zH+K5Z8vjGSjFJAecj785J2xRd+pYqiYP5aQHM1NHM6ji+D5Pd+pYBlPsA3iamTqadnZOZ/AE0EJaN1e+mseinDiYZsvj+X8DsQjCiEfaN72SY5H4G3DG96+Xd9LhztUMxgBhZKDzD0xVTH2JZ/XSwOiPhqIldfYAI6Gx5OXmgBn5aHcvMw/fPriWpWTRIw/wub/Yb3jsYTHYFvB1cxAfA7sCOIAlwBAz63FpcF6MZ4MBDE4DOcddmJXgmOeqx+k7h4ZV6FfEQACgLooVsiHvWIoYo4BMEEnOUrma6+dEGRXpjrl+M4FmeWzk+7zcP7KpeYxs1FuWRn0SpIrEf/g58DNiAHVlZiPHYBgo+HweC7N5lon5Wtjf2zr+DNDhGBKDTbMV7reNdG9D3y501hqgw7ETsLX+zPEbpGk3YImJRcz+OGOjYwANJnheHcthp0YEUxGoGEz4WmP2SK7NQMKxHqMkV7HaudPsW6YVs1suVK83YkBjtfPNEu3F7MTbMr7YApC2te2H2G4WRfEPiqJ4vyiKY0VR/PGiKP7Xoih2/Db3HzIg8spnCZXkS0iehlVLF7PhyOQwNlZmJmVsrBNiQYaTypBRGQCfYrJxTNLsOV7EzAy/m6BiGLiGwT4+PteID4lgwJOeY0sMwCzBoi9RnmaGBcBA/w2ibPQ7voaJlW0MflwlFvDB/w7w5/yANwMixqQ7dawBBNgP5sjXwLkZNycE8DWbNfKzATjyPeOz2HcDIycnMHiCtXF8j9NEG4D6OgA07i/nizFE/DjOh+v2mABk/Lz4GbPcjv55zGNCBYAL547MlkGeY5W4hs7k4XxMtoWV8veAI2KQulPH0jPVifz/YufNdLhzNQOk3Z2ltG96JS123szs1LOd5ZygAQD0fOfLmaEi3fbhztX0bGc5HZi+mJ7vfDkncIh1fyzHcBIHG4jo/c9Vj9PD7f1GEDEGVZT8Abps/GF4RTYCUHBjts4m9R988WqjgnqMdcBA+yxD2duRHMLHsBceMGKDOQIKB6K7NkmMLTHbgGEOoLAE6spAuujzxfiLbzy30YhF4powhM3iMabI9xzUHsHHKLkkAJW+OZ4DYx5j2td8tnyUrnU3GsH8Ds6Gzbiq67V8ywY7xrcBjJ8by64Am4wx42Q21LUziEWJTAtAg/NY3gXIcfYpJ8wwi+EU9fwYeDnJiY8ZY1H4zqDEdTscdB7rdpkROdK5tqlGiEEKoMR1QKwu8Bo3PtZtVEdnPamdmW0MSNva9sNsv1kUxb+k/8eLovg7RVF88tvcvxEDEhkJx0Bg5Nu4Zx+Yk7GxTmOyKIqJND7WzaBkmL2ikyeZsbGyYdBb+lWDmk7D2B/GfTQBiw1AS8QwUg1YmkWOhin9YpyJ41eaBveiJGaLDQOY89jgNrCLUiwDLZ/HRn6OlxlMxu4v1wOTwDV53Hw9NrYN2gxqbEibSYJd4JxN5mkxG87+jvMYjETjP+aBH8Va0R9AMGPr+wrQMENngITMLAKKKEWbmtifZsvjDWbK4/ZZLA/XUMcDDcEzYMXPrfc1yDGgYWx51iyR+yxARf+5VjNjgBgnSbCUz8wQnwPg6B//d6eOZRYIyd1seTzt6JxK56snjSx1ZoD47QQNOzqnMovUmTycdnRONRiiZzvLGSjtn34rM0Mca7Y8ngEVACt+R9pvfu/snM6s04Hpi+lEeTcnI1gqVzOTdKRzLX2u82PpwPTF9GLn7U3FUh1wa2+xpSk2+DAKkRdh0J4o72YGJkq2AByWRrmGj8EAYISMeQY9GKBRqsd5yCKHpxxjF6BA0LO9+WxnAGOwwQ8GdewzAMcZv5AXctzb83WNk1Pl/fTR7l7eBsbIBjZMl88LUACAkK47xj8wPg5Itzff95F7F0HwqfJ+DuT2NmYs/NsFB0eNm8EP425ZGcHdbOuCg7G4oIPROWcMLDcgAoj4+QZYGGTxPc4FwAXnBZDEOl9IsAAg8Yf51Ouk1+sWgLStbT+8NlEUxf9bFMXV8PmfKoriz/42j9EoRIhBipFtz729202jdpiXuwYXZYM6tSxrYuueVBRbs4FpI56/DTAwrCz74pj24Nv4s2GOwWp5E9uOj3UbXmbv7+0MzuiXzxkBh4GI+4HBjBfH4ATGhOvsTB7exC5EAz1mDPP5bcQSSzIzdTSzLfyMMvbjdfJc+Jg8A77+Ud/5M443Pj6X74dlb5a12dhuMkGLm/oZGScDsQgOLM/zGDAO3neUtI1+RpbHDAjbOzYogiGnsfYz+FnPYWSPzPp4TPycGJgY3MDecDyeNTMxjh+yjI9ju9YPP0gpABvexkDJsUYxpsj/W87G/q5D5KQLlvMZiDmRg4FgvE6kepbfWYI3uW1fA7TF+kb80D+AnEEawIh9kPIh0ZuZOpp2d5YyaJorX017p8+lk+X7GYgtVK9nDf3uzlIjg94z1Ym0d/pcWuy8mZNIANb2Tp9Lz3e+nPZNr6R90yvp+c6X05HOtVxT6XDnanqlup0NZmKpnHacv0lG4fpLZ8tH2VA90rmWwUMMRrY80DKgy9Pr6ReOftDIIuZMfTbanb2K70mKYTDgHwqLOtbEcROnyw/SzdnepqBu/resyPI1DHSuD0bLwMbA1P12/IclWPF7s4GRTfgsABXBhq+Ja74528tAwtdtUBMlVxFkx5S6sRYIsSI8K7H48EvVO2mufLVRB8Qpee3AiutuvYa3AKRtbfthtWeL+uU7FT7/F4qaGRnVJov6ZeVnT1EUaXysrio6uW1fGh+bT2PFTNq2ZXfatmV32jK+mAEKBtSW8cW0ZXwxb8PnY2OzaduW3Wl8bD4bp+zP90wc9eRRNaqaZgNsy+68P+fg+y3ji2lq2/68D99Pbduf93W/OJaPywS3ZXxx5PVs3bIjXzvGD9ts3VIHv7E9x6IP3nfY18U0Pjaf9+eco843/HuYmYzt6zFZbNyXIVU9P/K8HvNR48PxPPaZ9QnbcT/i2HFvOaf76OeI+8Z1cE3ehr56X4+Tjx3B4eS2fWlq236BhKGcj2P7GN6Gz7nWCG49NjABzfFZaDyvOVBy8IzmeCSdl2OxH+cAOPMu8fxXE4fS+Nh83o+/PR5+b/wd1+X3csv4YqomDm0a4xzbpM/dxy3ji9mA37plR6omDuWx53gTW/c03gd+DwHjYt5nCGaHz4TfK56HzApprPyZnxmOQX/YJgPMbfsb+05u25e35RmK4+B33uA3A+rwfFQTh9LUtv2N56ScOJg/m9o2BLWMBc9VNXGoYZCxDZ/RV7bjmnxd8bicP4PvwbMGWzU9+UKa2rY/zUweaVwDY8Pf27bsztuWEwfT7NTLje0MTCe37UvTky/kseDvauJQmpk8kmanXk67qjPpWHk9zZevptmpl9N8+Wqannyhse305AupO3Vs0+/u1LF8rO7UsTQzeSRVE4fS7NTLNQCcejk911lJi9Ubab78fJovX81/z0weSQvVF9Kh6lKaLz+fFqovpIXqC/k48+XnU3fqWJovX03z5efTYvVG2l6dTDurL6bZqZfTQvWFND8Aqturk2l7dTItVF9Iz1dfSp+f+mfSzuqL+bOF6gv5/8XqjbSz+mLaWX0x7emcTbuqM2ln9cX0XGcl7eucS3s6Z9OB6q20qzqTnuuspOerL6U9nbNpT+dseq6zkv8+XF1Jz3b+QP78UHUp7emcTc9XX0r7OufSyak/kg5Ub+XjHqoupec6K+lA9VZ6vvpS3u756kv58zem3kvHyuu5bweqt9K+zrm0qzqT++S+7qrONPpwoHqr0Xc+29c5l//f1zmXDldX0p7O2fw8Def3hcb8VAeaV421bWxsNo0VM2msmGsBSNva9kNqvxMA8ulgn/an/Wl/2p/2p/1pf9qfp/1nT9G2trXtH2v7nUiwRjIgg9/d9qcdj3ZM2vFox6Qdj3Y82jF5SsZjT1EUY0Xb2ta2f+ztN4ui+J7+Hy+K4m8X/4hB6IPfbWvHY1Rrx6TZ2vHY3NoxabZ2PJqtHY/NrR2TZmvHo21te8razaKu/3G3KIoXi6L4+aJOw7vzt7l/+9I3Wzsem1s7Js3Wjsfm1o5Js7Xj0WzteGxu7Zg0WzsebWvbU9g2iqL4m0VdD+Q3i6I4+Y+wb/vSN1s7HptbOybN1o7H5taOSbO149Fs7Xhsbu2YNFs7Hm1r2z9lbbKoA9Mnf8j9+CelteOxubVj0mzteGxu7Zg0WzsezdaOx+bWjkmztePRtra1rW1ta1vb2ta2trWtbW1rW9va1ra2ta1tbWtb29rWtra1rW1ta1vb2ta2trWtbW1rW9va1ra2ta1tbWtb29rWtra1rW1ta1vb2ta2trWtbW1rW9va9k9rWy+K4gdFXUvkN4uiePOH2pvfm/bPFUXxnxRF8X8URfE/FUXxbxZFcSRs8xeLOgWgf34ubPNcURR/riiKvz84zk8XRbH196rTv8ft02Lz9f7X+n6qKIrvF0XxPxdF8X8WRfGvF5try/wojccPis3jkYp6DIrin47nY6koin+rKIr/vqiv72r4fqwoin++KIr/oSiK/6soin+3KIoXwjYLRVH8q0VR/O9FUfxvRVH8iaIopsM2rxRF8R8W9Zzzt4qi+Ph37Qp+d9tvNR7biqL4qaIo/ouiKP7eYJt/pSiKZ8MxflBsfm5ikdgfhfEoiqL4k8Xma/31sM2P0vNRFP/wMRk1p6SiKL6qbX4w4vun9Rn57ay1v1try3JRFP9ZUZcf+G+Korj3u3MJbWtb2/5xtJtF/fK+XxTFsaIo/nhRFzHc8cPs1O9B+/WinpxeKori1aKe2P5mURQdbfMXi/r6d+nH+ci3FLWx8ReKonitKIovFUXxd4ui+Mnf057/3rVPi6L4L4vm9S7q+3+5KIr/riiKP1gUxReKovjLRVH8JX3/ozYe24vmWPyhojYElgff/8XiR//5+FJRFH+0KIo/XIw2pv7ZojYarxS1QfRni6L460VtUND+fFEUf7WoaxGdKYrirxVF8av6vlsUxf9YFMWvFPX7eKuojYzV391L+V1pv9V4zBb1vX6nqA2s31fUDpy/Eo7xg6Iovl40nxvPOz8q41EUNQD580XzWufDNj9Kz0dR/MPHZFf4eb8oiv+vKIrntc0Pih+dZ+S3s9b+/+y9eZxdxXkm/EK8xgyOPfEOMRizakEbakmtvr2o1au6JdSNJNRCAmwWs9khcRyTcX52/MVxMhmP/TmOYzvxBzaBMHggEHsgEMAwUrp7WhotoyXaFZAEXgAb29iOM6nvj3Of0nOe+9btxkAQot7f7/zuPefUqe3UqXqe932r6oUYW061gvj/Fys2YL7GzP7VzDpf4PJkyZLlRZJRM/szOj/ezA5ZrfblWJO3WDFYVOjat83ss3We6Taz/2tlTc2VZvZDM3vNC5y/fw/5uBVAwJM3mtm/mNkgXTvLijqbUz0/1upD5bNWaNWOq55/215Z7UPB1HFWWD5+m6690QqN7Irq+dnV52ZRmC4rABcsAx8ws6esXCeftrL17WgUD1yqnFcN9xt07YCZfajOM8dSfdxohcY7Jcdy+zCbWBv5WzN7QK4dsGOzjZjVjrUv1Njyx1Yo0Fj+xmotblmyZDkK5TVWaAy0w7zJCs3msSzvtaLDm0zXvm2FluX7VnRsf2Rmv0r3/8BqAfup1Ximv1gZfRHl43bEdWSfFW4RAE5tVpTr1+SZfzaz36z+P9bqg+U1VrSDG+jat+2V1T4UTL2nem2ahHvYzD5X/X+pFRZUlldZ0c+cXz3/mtWC1NZq3KotP5pkIuCy3QowzZaxA1Zor580s41WuN6wK8mxVB83WmEh+66Z7bRC0/0f6f6x3D7Mxm8jbzOzX5jZSrl+wI7NNmJWO9a+UGPLI1arELrECpKSJUuWo1zeacUHPVeu/4kVlpFjVY43s2+a2Vq5frkV5tspZjZkZgfN7A66/2Uz+3t55letqMPuFyWnL650m9kFVrjSdJrZP1oxCPwHKwbInzvP/C8rNE9mx159sCyzAhSxP/8rrX0omJpXvfYOCfffzOy26v8brACeKt+1QotrZnafmX1J7p9Tjfvs55HfF1vGA5evM7MNVhB5luutcOObaoUW92kz+wzdP5bqY4WZ9VvxjSwxs+1W9Bm/Ur1/LLcPs/HbyO9YYcl4nVw/VtuIN9a+UGPLLivmm7D0VMO8/pfPcpYsWf495JVKQL5ohcbppHHCQVNzWvX8WAOYKr9mhfbofZYJyN9bMbG0nhzr7SMTkLLUA5evNrO7rZgQe2IiDORSK7Tgr62eH4v1AYHVbEH1/FhuH2bj18k/mdnnJxDPsdJGvLE2E5AsWbK8Il2w/syKFUROnUDYN1jRmWFS27HmYuPJmBWuRa9kF6x3W+F/vHiccMd6+8guWGVJgctXm9mdZrbZyu5GKZlUjQsrAx1r9aHyPTO7ovr/WG4fZvXrpKl6/9wJxHMstJHUWJtdsLJkyWJmhaWDNTLHW+FacqxNQj/Oig7xkNUuG5qSRis6vKnVc0yM4xXCLreiw3utvfzlBCvcA66zIxMFB+j+meZPFDzW6uPjVky2Hm/53GO9faQmof8WXTvR/EnoMylMh/mTjF9NYT5lR/+EWg9cgnxstWKy7URkyIp2AuB4LNWHyklWvPv+6vmx3D7M6tfJjVa7QlpKXs5tZLyx9oUaW7AENsstliehZ8nyspHlVgCINVYMDl+yQkOla3K/3OXPrZgc2WzlpQ5hqj3NimUQZ5rZKVYMmHut0O5CsDTg31uhxeq0wnXg5bTMKsufWlEfp1jhXnO/FdpKAKkvWqGVarWiXv6xekCOtfowKwj4P1uxwgzLK6V9nGCFhWOaFYDgN6v/sTjBR6zoH+Dn/7fmL8P7v63YT6jRClcJXmb1jVZMuP2aFZre5VYshnA0Lilarz5ebYWl+DEr3jf3K1ipZ64Vqxuda4UFaciKNnETpXGs1McJVuzVMMeKb2SBFXNidlmZgB9L7cNs/G/GrCDqP7FifofKsdZGxhtrzV6YsQXL8P6JFatoXWV5Gd4sWV52co0VncHPrbCINLy02XlRJLUZ1MXV+ydbASaftIKQ7baiY1N/7neb2f+wYg3271kB4l9OG82x/I0VK2D93Aqr19/YkfkMZkc2i3rKio7+DisGEpZjqT7MCm1sMLMz5PorpX20mP+d3Fi9j40In7CiHv7BauvqzVYAyh9ZobH8qtXfaO6gFcTmaJQWS9fHKYl7wY7sHTPDzEasAGQ/tWJS9ket1iJ2LNTH660AjN+1QsN9wApfflVmHUvtw2z8b8asIArPWkEkVI61NjLeWGv2wo0tLVasGvZzKxRCF1uWLFmyZMmSJUuWLFmyZMmSJUuWLFmyZMmSJUuWLFmyZMmSJUuWLFmyZMmSJUuWLFmyZMmSJUuWLFmyZMmSJUuWLFmyZMmSJUuWLFmyZMmSJUuWLFmyZMmSJUuWLFmyZMmSJUuWLFmyZMmSJUuWLFmyZMmSJUuWLFmyZMmSJUuWLFmyZMmSJUuWLFmyZMmSJUuWLFmyZMmSJUuWLFmyZMmSJUuWLFmyZMmSJUuWLFmyZMmSJUuWLFmyZMmSJUuWl0aCmX18nDCnVMNd/CLnJUuWLFmyZMmSJUuWl52cZmZfMrN9ZvYzM3vGzNaZ2QfN7PUvYb6ej6w0sw+9SHFnApIlS5YsWbJkyZIlyy8pvWb2rJk9bWafM7PLzOxqM7vVzP7FzL780mXteck3zezAixT3RAjIcWb2OjP7lRcpD1myZMmSJUuWLFmyvOzkVDP7kZntMLN3OPffa4UV5PnKcZa2pBxvBVB/oeWlJiBZsmTJkiVLlixZsmQR+aIVYHreBMO/ysw+ZmZ7zeznVgD8T5nZayXcASsIQKeZrbfCrQvuUMHM/szMhsxsm5n9wsyWVO8dXw23rfrMd6xwDXuTk5duM3vYCgL1jJmNWeF2ZWb27Wo6fBygZ19rZp8wsz3VcjxmZn/ilOO1ZvZfzex71XTuNrOT7Jd3wbrRzH5sZr9hRf382MwOWWFxMjObYmYPmtlPzOyfqTyQN5vZn5rZ/6k++4yZ3WNm5zrpv7ua35+Y2Xer5eis5qlFwjaY2b1m9kMrrGEPm1njOOXLkiVLlixZsmTJkuU5y0EryMRE5UYrAOztZnaVmd1UPb9Twh0ws91m9pSZ/ZGZXWFHQG8ws+1WgOLfr8YzrXrvK1YQki9Xn/m0FUD7f5nZqyn+i83s36wA4jdU4/iKmX2ten+hmW20gjisqh5Mcv7eCmD+X83scjP7fDXdv5VyfL2a37+2giT8dzPbbM+PgPzUCoL1xWq+11G4Q1YQoWvMbKuZ/asVVirILCtI0x9V8/0xK97hD8zsnRTuDVa812erYT9oZqNmtslqCUibFSTsH83seisI4ObqtdnjlDFLlixZsmTJkiVLlgnLiVaAUQXdKTm3Gv4rcv0/V6+30rUD1WudTjzBzP6vmZ0j1+dX76nWv1Ouv9EKzf+I1bpuHUf/Uy5Yq6rpz5frV1jZGoTyfkHC/bU9PwISzOyjdO3XrCAK/2Zmy+n6mU46r7WCQGk6P7OCjECurz67mK69zgpXOyYgx5nZLiusH1x3r7diQYL73JJlyZIlS5YsWbJkyfJLCFyJvj7B8B+thj9brr+9ev1P6doBKwCsJ8EKNyOVz1mhyX+Lmf26HD+yI8RnsBrHEicOlhQBucsK64KmcXo13t+rhkN5z5Tnz7PnT0DeImE3WlHG4+T603bEqqPyK2b2H6t532xlK9R9VlhGND4Qk5bq+fTq+WqrrY+vWEFslPBkyZIlS5YsWbJkyfJLyXO1gPyFFZaDVzv3nrbCLQtywMweSMQTzOyvnOv/w2rnbfBxVzXcR6rn7x0nvykCsn2cdD5XDYfyvkqeR719fJz0T7G0C5bKt62wTqgcMLO/o/Pjzew3rXBv+1fJN5O6nVbM41DptzIBWWb16yKYP/8mS5YsWbJkyZIlS5ZfSg5ZMadgIpIC5GY+AflmIh5MQle514pJ5+2JAxOtny8B+Scz21InHVg8XiwC8mMn7LetsMqoHLByPf4nO0LgVphZRzXPW6txQCZKQFZUz3/b0vXhEc4sWbJkyZIlS5YsWX4p+ZIVAHTuBMKmXLDeZr4L1nMlIF+wQqs/3saHE3XB+jvzCci3zHdPUnmxXLCeDwHZZL772kErE5CJumChLJc7cWbJkiVLlixZsmTJ8oLLaVYA4m1WEAnvPvYBwaTsL0mYPzZ/EvpzJSDN1Xufcu69yorJ2maFBeIZK1Z1qjcJ/W+ssMyorLE06H69FStImRUrc70Yk9CfDwHZYGYPSZgLqul8m679lk1sEvrxVljAdpnZCU76OlclS5YsWbJkyZIlS5bnLf1WzEt4ysw+a2bvt2J52JutWIqVCceNVgDY26phcO4tw/tcCYhZ4fYUrJgP8iErlr79rBWuYoMU7n3VcP/HCkvFlVYsa3sThflwNcxnzOxCM+urXj/eCivIv1mx2/s1VpCsL5rZk1YsdQu5pRrHzdXyvhDL8D4fAvKJapz/nxU71v+/1TzvtTIBOcHM9tuRZXivs4Kwbaw+30xhW6x4//9sRZkuq/4+bOX5J1myZMmSJUuWLFmyvGByuhV7b+y3gnQ8Y2ZrrQDnvDnfq6zYu2Ofmf2LmT1q9Tci9KQeATErAPB6K8DzM1bM1/hjq92pvc+KPTSetWIDvVEr5jRA3mCFteJpq92I8NVm9jtWgP6fWUG+1lfLdiKFe50Vk9K/bwVxeKE2IlT5tk2MgLzWCle3w1aUe62Zzak+/2159tTqs89asefKn5rZ0mqeGiTsNCvI1fetqI8DVpDMNidPWbJkyZIlS5YsWbJkyTIh+ZAVBORdL3VGsmTJkiVLlixZsmTJcmyJTubHHJBdL0FesmTJkiVLlixZsmTJcozLPVbM3/mAmf2uFS5e3k7zWbJkyZIlS5YsWbJkyfK85UNWkI4fWzHJfIOZLX9Jc5QlS5YsWbJkyZIlS5YsWbJkyZIlS5YsWbJkyZIlS5YsWbJkyZIlS5YsWbJkyZIlS5Ysxe7H77Ji/f585CMf+chHPvKRj5f6eJcV+CRLlizHqLzLitVd8pGPfOQjH/nIRz6OliPvuZMlyzEsJ5pZMDsumB2fj3zkIx/5yEc+8vESHseFApfYiS8xPsqSJcuLKFUCcnww+5V85CMf+chHPvKRj5fwOD5YJiBZshzzkglIPvKRj3zkIx/5OEqOTECyZHklSCYg+chHPvKRj3zk4yg5MgHJkuWVIL80ATnjDUtC6+uvCBe88dqw5s3XhSvfel247u3XhevfcW34vZOvCb970rXh93/jmvDJU64Of3jKVeHTp14VPvPeK8N/Oe0D4XOnXxE+Xz3+/IzLw5+fcXn40lnvD3959vvCX579vvCVs94fvnr2+8JNky4JX590Sbh58sXh5skXl/7j/JbJa2rC3DJ5Tc3/WyaviWFx/abqc/o8x8vnfP/riWdvqh4IfxOF1+f43k3yi//1yn2TxHnTpNq6Qj4476n/miaH0fpAnN47Gi+umyb59cfneN57v+Olq3nUNDTvXz37ffFA+/vKWe8Pf3HmZeEvzrwsfOGMy8PnTr8ifO70K8Jnq234M++9Mnz61KvCp069KnzylKvDJ959dfi9k68JN5x0bfiFvKueAAAgAElEQVTwu64N1779unD5W64L7/v168IFb7w2LPjVK8PZbxg8Cgb3fOQjH/k4mo9MQLJkeSXIiWYWvnz2ShfQK3gGuMb/G8+5NP7iP1/XcB5w12sgCvXAKcLcOmVNiWDwPe+/AnL+zyBb01YQrPlXYsD5v2nSJTXpeyBZyY+mwWVNAWrNL+ooVdZ659oetN708PLBhMoLx3XhkSVNU9+J9z69evbeZ713lnrHXruaaF3yNbzL8drnROvKy6P3bXl50bLoN8bEPfVtaVpK1vENoH/4y7PfF75UJXlfOOPySOo+depV4RPvvjrccNK14XdPujZc9bbrwpo3Xxf6Trg6vP41px4FwCgf+cjHi39kApIly/ORipn9nZkdtuJDWiL3jzOzPzCzx83sp2b2D2Z2uoR5s5n9tZk9Y2Y/MLO/MrMTJMxUM/ufZvYzM3vMzH7nOeazREBSAAwkgkElLBRKSr5OhEPvaZx8vR44T5EBz7rhAfQUGPUsDAqePDKQsh4wyFJrhndoOK6XFEHTax5QVkKnlpHxSKD3X60W9epGgbHmo15aeqTe10TK791PtRltK/qL+7DKKDh/LiBfSVI9QuORFG2nSsT1GSahSuy8b0zTVhLr5Xci4W6dUg7DSoR6hAzPeQQodWh4r1zeNRxsfftLso594YzLw+fJEvbJU64OHzv5mvA777o2XPaW68KS/3BNOO641x8FIC4f+Xi5HpmAZMnyfKTbzP4fMzvffALyEStIxWIrSMRdZrbPzF5HYe4xs01m1mBm881st5ndQvdPNLMnzOxmM5tkZivM7Fkzu/w55PNEMwt/cdbQhCwUbM346tnvCzdPvjhaP0BImHx8vRpOLSL1QLwC5hQJ8cBcCpDWA6GaTj0Aq3mtV2ee+xHIGe5zOVNkhEmN9z5ShMUjAwpc6wF2fh8pDb+nAed8esTHq6MUGfHe5U2SNy/+VB1oXPWsDSnLQKoMnlXFa1deO06lwyBY31uKOKXOvfc3Xtuv9x1MpB69ctYD/hwWpIOJhJIVnHskJkVKvLCa1m1TV5euM8nj/whbL04um5dfLXM9Moc69/KCMCmLJ76dG8+5NLoWfv70K8Jn3ntl+MNTrgofO/macP07Cnfaab+66igAofl45R6ZgGTJ8kJJsDIBOc4Ky8dv07U3WmHFWFE9P7v63CwK02Vm/2Zm76yef8DMnjKz11CYT5vZPz2HvEUCUg+0Kthmlyu1dvChZKQewWHgzQOpB2BSGlMdgFNgxwNpHsBkMMlgXMPwnA+tM9ampoCoVwde/jySpv8ZpKfKXQ94ov7q5TEFpicCuhW4p8J6xGM8klmvbPXIxETJAr/7VPtTUO6ROD2vBxq99u8Bf23/XrlT1+q1TW3vHnD24vHK8PVJl0Rw74F5rzx83SNdHFe9Osbz46U3HuGpZ7EZj+R4RIMJDBOgW6ccIUJcZ0yWQI5S+dXwKaLjxcvpeu/Dy2+qvN65hr196kU1/eyN51wa3fU+d/oV0eJ0w0mFtanrDVcdBWA5H5mAZMly9IoSkPdUr02TcA+b2eeq/y81s6fl/qvM7F+tsKqYmX3NzP5WwrRW437TBPNWYwHxBnD9r2En4mqUAiqpNBTwjDeIMZh7LprRibhqgHSl0uSDQUEK+HrA7dYpR4iE/nppKLDz3punzU6BthRY1WdVK+/Vg4J0rct69Teelp3PU+SDy5Jqx6n0Uu8nRVQmAlA9sKqkYyIa//EAXT3wr3n1ntN7XhxeO/LapX6DN0++uASkERe7tNWru1Q5U2GVFIwX721TV7vgvF6bGC8Njaueq5zG5RGllIVEr3n3vHebconzCIuGHa+tK6FhklEvjHcPBEf/6/urV/+p/mC878R7zzdPvjh8tbpYBRao+MNTrgq/d/I14dq3Xxd6T7j6KADxL+cjE5AsWV4oUQIyr3rtHRLuv5nZbdX/N5jZTieu71ph+TAzu8/MviT3z6nGfXYiL6+14qPG8S4zC18mAoJO9rapq0vH7VMvcjt/Hhh1cKqnafMGIHZ9wKDCg45q2nRQ8gYqzbOXjjfYjKexSwGI1GDG11PaSO95DVsPVHt5TAE1TdfTIOvgjPQ9Qqnh64Gt8fJeD+SmAE8qnLaH1HOpNBVUq5VuIsBzPDA0Xl7rkRKOP1U/EwGk9epT24e+a+43Ut+V1y49bXu9PgN1k2rrWo/eOQNpry9QsO31ZQx2uX/xyp+6Xq/utc2lysoWCu1DU20Lz9X7RserQ62n8dp9imiwhcfLu/bf4x3e+OH1xxyW20G9uvbagDemeXWjefTGKpxjnMWBb++rVUvQZ6ur7/3eydeEq952XTjjDUuOAsKQCUiWLEerHE0E5OPV+6WDXbBumbwm3DNrWXigYaB03Df7gvBAw0C4v2Ew3N8wGB5oGAj3nrcsXrtv9gXx+gMNA+GRxsXhobnnx/C4r//vPW+Zex/n982+IIbh+/eetyzce96ycN/sC8I9s5bFuL41c3n41szl4d7zloV7ZhXHt2Yuj898a+byeO2bM1fE487pQ+HuGReGu6avjL93Th+Kv3fPuDDcMa04v2v6ynDHtKF4fOPcVTW/etw+9aLwjXNXhdumri6d3z71onhgAMJ/Jn46MH3j3FWlwUsJog5sPLjpwM3peUDGGzQ9YKV5UYChwI61l4gjpSX1iGRqsFcwxcCE68SLsx6w8TT7OPT94P2iPXh174ETjcdz0fHeMT+XqpPUO1PAVQ9cARB5gAuAbyKg0QOZXnz12ra2p1T7x/PcRvm/p7jg+uD0630LXtti8FvvvY73feEb1Xai6XrtXMuligKvrXttdCL/+T2m2hHyP5Fv2cuj1oenzEj1A1579tJMtWEuk1c+Decp8fQcfT7/985Tz3vtKtWW+Juv55LoKRrgDvf5068I//k9HwifePfV4fp3XBsGTrw2E5AsWY5SUQLyUrpg+RaQs1dGC8htU1eHe89bFh6cszQ80DAQHpyzNDw09/zw4Jyl8cB1kA/vul7DwXFpvA/NPT880DAQHpp7fnh43pLw4Jyl4eF5S8LD85aERxoXh4fnLYn3cDw4Z2l4pHFxWDu/Pzw09/x4H79r5/eXwuMe0sPBaXG8w5VFpesgVpqOlzeOX+9pXJyPh+aeH8vLdcPno809pTriMCCBqE8mjjgenLO0ROYeaVxcIn8geEzkcOA6yBtIHcKibDjH7zdnrogEDs8hDpDIb81cHsPcPePCcPeMC8Od04dKx90zLgz3zFoWyaF33DFtKBJIJqa4ruFAJkEuQRzxn4kjE0+EuXvGheHBOUvDN2euCHfPuDB8c+aK8NDc88NIpTc80DAQ8wpioqT1zulDsU6YAKO8d04vp4frINujzT2xfJw/pMfPM7BhgjzekSIrDJY0rhTw8gg6wvF1vMN6eWRSzte9utCye/+9A+/ujmlD4dYpa2ryrvEqKFQir+VVpYNXF1o2bg/1ACpfVwWHB1w98uIpRTwCpGRP41QLhJemRw5TxNoD/CnCi7yPZ8GpR6CZWOr7rEcEuP5TBCVFRjyy4h3c7lIKCa89pkhj6n2l2o7G5ZHBTECyZPn3FSUgmIT+W3TtRPMnoc+kMB3mT0J/NYX5lP0Sk9C/fPbKaP24berqcM+sZSXgC6AMoKvWEQbBHunwwigBUHCuxMM78BzCgGyAkCj5WNfUl4zDIxCPNC4O65r6IhFBOrjGeePzkUpvibhwuHVNffF5jmft/P7S/+HKonhtrKW75r73zLqmvtIv7q1r6gujzT3x2nBlUSlt5I/jQfocD+7jXXp5GmvpDps7FsTnRyq9YVt3SylfD89bEvOAfKxv7YpxcDh+t5o/nI9UekvvnPO+dn5/2N7THMZausNwZVEYriwKo809MQyuIX5+l0hD3zXyw/kdriwK+wdnx3oea+kOB1dOD89+/M1hc8eCmvrm+JCP9a1dYe/SOWFDW2dY39oV1rd2hbGW7hgn6mW0uSeMVHrDzr6msK27JexePC/sH5xdk1+tL+SDw/E75Pav7xbv/c7pQyUQ8kDDQM23iGfxbbPyQBUJCMN9Br/3LZ1t4elrT43XuP+AxRXEGXnBd76lsy1s72kO65r6YngOu761K+ZzXVNfjIuJNxNytgJvaOsMa+f3lwj5vectC5s7FkTrMKyzOJjYP9K4OIaDxZnjhwV4tLknbGjrLOXh/obBSGzvm31B2NyxIDw4Z2ld5QAUAFACgNyDMIP0g/CpBRgkR8kzSKIXRq2/HunzCPF4QFsBMD/jAWQlSSkrQopMeSBfr+mvRx5RR1p/IMl8H/XK9zisKkE4rGeBZxKeUhAoOfLC8HUlPfUIIEhbJiBZsrz4coIVFo5pVnxIv1n9/xvV+x+xwsLRb2ZTrLBkeMvw/m8zm21mjWa2y8rL8L7RimV4v2bFMrzLzewn9ksuwwvfdraAqKWANe3QsPN9AAS+zhYH1swr8fCsBQx+Riq9NcClHmlhkKXAiNPzSAI/w0REAblnXUFelQTgPsCkRwIUOHL5FQxynlBeBuAcfqylO4xUel2ArvHqfS6L5glgFkQC4J7T8ggRl39dU18kbEyY+D8TK4TVPCCv+I+wO3or8frmjgVhZ19TJCAb2jrD1q7WsGlheykdPK9p8zFcWRRGKr2xvMOVRWGspTts624J27pbwo7eSji4cnrY2dcU61Dj5PoeqfSGrV2t4Rd/9/awo7cS1rd2hdHmnjDa3BPLsqGtM4y1dIctnW1hfWtXPEce+H0gzvWtXWGk0hvGWrrD1q7WUv2k8oRnQc6Q/r6BhnB/w2AJiDChHan0xjQ3tHWW6obz5aWjdYsD5UUZOC0O670fvO+DK6eHXf2N8b3jvSF/IH78nvg/1xfyC5KI+HB/Q1tnjJ+fRx69dsvxg4jyf9Qn5+GZD78zbGzvCCOV3rCxvSNs72kupcHxIx797r3vEwQ3peRQ4ggyONbSXaOcUgsqCBFIEZMkdodVV9j7Zl8Q/8NdFodaS9ViivtMqDgsP69xcZ6Qb+Sdy/fgnKU1FmOQTxBYtkRzPYFE6zjpeQkMVxbV1DtbudkrgQ92c8Z/z8J9f8NgJLFaXrZQ8zW4M7NlJeX2mS0gWbL8+0iLOXMtzOzG6n1sRPiEFZaPfzCzMySON1tBOH5kZj80s69a/Y0ID1pBbJ6LFBaQ6iR0+Nt+a+byktVCXYTqkQnPuqFEREmLEgK9p65KanVQ8pACvWrpQBopK4uSAY/IMBHwAAaHU4CjpGNDW2d4dPlMV5OtlhFNz8srAxu9n8qzdw6QpaRiz5K5JVC3aWF7jfWB02AQCquMB541HyOV3rCls60GxCmIVwAL4gVitLG9I2zpbAujzT1hrKU7bGzvCFu7WkvvhYkh553zhbg2tHXGdLb3NIeN7R1hR28lbOtuKZETL37UGfI41tIdNrR1hi2dbRHcbu5YEPYPzo6Wjh29FZf4IE6QESUQnCYDZuQdZIHra9PC9rBpYXvJcrShrTPce96ykvZY2xmn4b0TrhNo9/EO0B6YdPH788q1uWNBBOmcJse3oa0zbO5YEDa2d4T1rV1h08L2sLOvqWRhwi8OkEAtC1vMkM5YS3dY39oVy4H69ciX9w5S9cR1xXWGNEFAtG64fXF9rG/tChvbO0ppen2Kpu+1NW7LUHLgG+VvzyPy3Jd57cVTAvCxsb3DtfJxWVJ9HJRk/BznTxUysBp6RA39tPYZHslkJYnXx0HhwPlP9cncBusRSlgDcR/Eksuplli+Vm+sxZiMX1hC1BVL55NkApIlSxbIiWYWvnjmqhIBufe8ZTXzELx5CkxA7m8YrCEpHhFhUsMdmedWpcRCSUqqIx2uLHLJiEcsGLDzPQwo+qznrsVgRIGxahF1AOG8AMToYK2DERMqJRUclrWpCqY5DIMhBv0e0Od8MFBUtyYdLBXEjFR6o6uWAhuUB+EYBOmgrEAPoJK18QCno8094fDqKTVhPFDlHcgTxwcysrWr1dX6a9mQp519TWFLZ1sE+ACVo809YXPHggiSd/RWShYsJm9sEVCAmzpH3lAGrgMFrKpRf6RxcXTBAgGB+xK3F4+MaF1yOpo+yrmtuyVs7lhQY1UB8E5ZT2AVWN/aFXYvnhfBHZ7Z0NYZHl8zOcaPXyYh23uaw6aF7fG9cnvh94t2D4KGg8OhrpnQpAiaktUdvZUaIsJpgizqtVS9jLV0R9LJ3z3+o5xcB6PNPSWypuVm0rGzrymmAbKvgJvzBvfSeiQT4bkekV+PqHA/xvWtYF7rybPu6vejz2tfmCKU/E0pmUPfrXXlkST05wivhEUtxzqGeGQJ90GoUuMqx82E5cE5S2sIiLcAQCYgWbJkYanZiPDWKWtq5oCwpYAJiJqJlWxo2NSkbCYhqn0Za+musZKoZQDXVBPEh85l8awLngZLwzBh4bjWNfVFf3PVwLFFQjv3lPZKCYwOfp4G0CMgCtY1HSYL3iDrHSmgqyCUycyTV54eNi1sj8QDgy00sl46AJEpSwLSZK0wBmhYTZAm7kNLjecBZj2No6bB5AKa9W3dLaUw/IwCPO9gwMzWGb3P1hIFjXzOIG5je0csv5IJrkN9p94B0HHn9KGS7/2Dc5bWtLFU3CkSouRIz5XAbWjrDJsWtodDQ9Oie5YH7tRSoCAex9au1rB36Zywe/G8OF8Ix54lc8OWzrbYFrd2tbrkldPe3LHAJS1MMj2Qrfnndo9vRsvH5QGpwLNeeLQvuPGhDfEvwm3rbgk/vuGtYdPC9pLLn/ftc/xMmpEPBfH6rBcft2V+/wgHC6RHFvhbOLxqagyrfSPHxyQi1Ua5XXt9keZD27vmV9uOKohYaaW/OlapQkv7My+sRzZYwaX3dT6aR0B4IruuNpYJSJYsWSDRBYvngMDH1SMMPFFULR6eu1aKkIAUqGXE07hoR4mO0QP1bBlAp+6ZjVMExNMM4ZnhyqKSxcMjLRwnBhCdl6LExRt0OD4FdJpWinwwAOTBzCMh+D/W0l2TF08Tx4dnldCBG+48G9s7SkDdA6oY6LZ2tUYQdWhoWti0sD3Gz0AJE7cZ6MCSwMREQZs38Osgr64wCgxTIIq1lHDJ4vQZAEMj7eXPAzYKUJGeTrb38liPBCgwUi39I42Lw90zLixNTH2gYcCNz4vHA4vc/lKWBW0vPHdDFxdQN7QUAWD3IrSPTQvbS9YQxI/fDW2d4Sf/6S2xranVzwP7SgTgWrd78bwSsNZDCS2+HSZcTGbYuqFtjUEuyNimhe3h4MrpNaSZ6xLucTv7mkruXuomByVDqtz8jrzvhdsE3gfnGd+uHiBl4wF7KB28b9wD916/yPWIeD1LiUe6uL74/aoCYbz+VfOk1+p9255yTccRj3B4B+JUFyxeBED3+cFvJiBZsmSBRAICX83bpq4O982+oGbyuUcqeGUrJR/qroQDE+5SLk3cqaGD1OV4U6ZhBe7o9FNhvYOtKaPNPaVntdNGnnkQhkuBN4fEs86MtXRHLTUGjZQVR8mPWkmQhgJgHpR4AMFAyIOVpolr6mqmA1wKyGMghmsKwIUOkpyeB+jZbQrEAuAE2tzhyqLo2w/gv627JbqRePlUEKygAcAUcz5AFFKAmg8GuwxQYDlRNyg+UEatU66PJ686rS64U2CpYI/L8NDc810gqu3kmzNXlCahP9Aw4IJ9AHcmWSk3ISVMHgnTfHkA0iOJDATxbTBIxLyIvUvnlFzrMK8Hc3IwLwfvjhcAYCudV/9wG2OSzHng8nI5mKymSIfGgXSUhKh1gg/kXwG8WuPYtUzzquQQ36ZH1j0CwHll90L+frBYBL9XuNB5RAJ9OOLXPiZFmvmbQ7+uFlHux/h57h9S5Ab5x5w5L33uP5mI6HvVvGpfyuOfjhc6TvG4uq6pr2YhFh0b+N4d04ZKq2EpEcmT0LNkyaLiWkB4FSwmDUpAdLldXvlqItYQbz6FTgxX60uKhKTMz6lOlkE7W1RS4J/Dcx5TxEC1RRgI+Jl1TX1hW3dLOLBsVhxIOH3MEdABxSMJ/Jzn8sDaWo5LAayXDg9+WF4Wq/LwgKlawn0DDRHA7FkytwYI86DJgztr9kYqvRE4MiAZa+mOKxcxKGDQu6WzrTTPhIFZCgQxSQE5/MGHfiO6ceigrxpmBmwMIkCSWGvPwE7JiAI31Ie6pWhZPBDsERAFj1wWkK4NbZ3xvSF/98w6Mgn9tqmr4wpIOED8MBkf13ENABhl0TkTSiK4fJpXvsbl1jpgjbySIJRtZ19TJKrq0gd3r139jdGSx+TjqWveU3Lz8uaLIB0QHqShVg19Tx4Rg3WPV9xSYqJkhdsN2jW+lU0L20vfp9alF5/3PpT8oWx7lswtucLpt+4B9h29lVjXOrlf37+6Yul971vnOlELFpQZSr7RXyIv2pfWIxLa16FP1r4C/Te3fT20X9YxwfvWeYxg67yOHehrVcmmYbjcD85ZGpdg9vYQ4U1cMwHJkiULpIaA3DplTbhv9gU1k9C9eR/jTTjXSee6spWSDz6YHDAJYdLBVg3uPNUikCIfTDoYnOs9DBScN7ZgKPnh+AFkVWOEMDyIa56hMdX4eLDi9HjQ08nnKcCN+6pp84gcQPzhVVNL8SMMrmEAZUCnlgMPwAOY8WDLmlYMygB+qB8GdThXCwMAhg7QqpVkELWhrTPsXjwv7OxrSrp7oLwMvgG0AGBBMpkcMdFgiw6DPQaqDJwUaPH78YiHEhsFkXowUeK8rZ3fXyIg3zh3Vbi/YdAFoAyiGAQrSAY5Y3CL/2w1UAuDki0llvXIHANQzhfON7R1hp19TaXVwbCS1o7eSlwkAO8XJIo12ppPToPBPw7MMdH3qO2Xy4S0cc6T0UcqvaWVvrT+dSEGXkChXl1xPPzNeoQL7/bw6ik1rm+q4dd3iLbH9aT1grk5es8jIEoMRpt7woFls0p9AFsduU/23inS8Kyn3vOaByhGdFUyPjwiwf2t5tV7jokSK8S431g7v780Dq9rqrV+sOKMictwpVgaGBYQb2f5vA9IlixZPKlZhhcuWCkLhjffI+VqpStlsZuV7hPChAIAVSepc4eoLlvaWeq5anEwaLE2hzVUqunxLCHcYacITkr7pJaGkUpv6VkvTT4AVjSfGNxYKwiQrAOlDlo6WKoFBwM3r76kJIVB53CldoUeT2s3UumtCcfAgfM+2twTdvU3lsDu9p7mCFIw8Vx94VNaQQ+0ghQwYFLgxKCb514A3G3tag2HhqZFywnqDfniyfKqYWbwrXn3QLhe4zrc1t0S84I9T7AXCpM6BZcKkBHnAw0DpQ3nHmgYiM/BkgNQyO6FCp75/Wg9cBgmmTw/QwkW/3qkhMuJ+5iMzUAc6e4fnB02LWwPh1dNLdUDnvneZWeG7T3N8d0zuajnJoU8wCrE85y4vJpvfq/clnTFKaTHxEBX+OIli/ndYxloXGfwrQQVZEvfpfcOUFakjzJzOty2uT3wZH62Mm1s7yiRdNS9fiv83lPtxmsznI8UMWACleobxutrQLZSBKdef+0RG+SpnsVclVI83mJc1bBsafdcttgConuC8M7omYBkyZIFktyIMDX5XFeTYvKgc0J4UyWPhCjxQLxMPljrwmZhdp1KzbXQeR9sJeHOVIkPnuUOWDtctZIo8eABXImLZzbHOUA/BhEQHAXvSlb4Hm86ptYRHbSgIUuRIh4cdYD3DgY5vGqTB/yRL55kyoMvr40PgOtp0RXEpwA66pYBCGsgRyrFhNV9Aw0lwOgdDEp17oACI8S9aWF7eHT5TFfLDSLFpIOJWArIKEDUZYeRrq4ExXll4AxN/rOfeFPY3tNcWi4Y7jR3Th+KOyHDBYstAQCNO3orYWtXa6yLXf2Npb1SoOFm1zm8QwbuSmrxn8mOtm8Fex6oVCDKJEPzwhYRJoibFraXNPFKJLUcKaLFaaqljNsBntvcsSAC+dHmnuiypG0Saezqbwz7B2fH+NlyonXk/dc+g79HBtPet4I0eSUvDa/PMjHEPBx1beP60zSZ1OBgMpwKz/1svb4OceDdcRm4H0XZU/0IntE+UN8L98tenr227ymyPOUYSNC6pr4aDwR91ltxki0gPAcE+3/AEpIJSJYsWVgKC8jZK10LiFo1cKxr6otWjLXz+yPR0MnkICFKPDRuvo5OTueTAECqJSTlv6ruTEoS1CqCyeTcsWsYJl8pNy906J5bF1s/WEuleeNBRwcKJjWIE4M5DyxMQOBa4E0C5zSY7Cjg0wHX09Lxc1ieVgdRdQPAwAsAphpCBjDQ8kIDi7D7BhpKy83qhmseyFFwCm29umFwXhigqpYb4Jr3V9BVmhCHgl+uQ64rBcda14iPXXo8YqPH+tau8NiKGeHxNZMj6dnS2Vba80LdovDO7m8YLIGNb81cHtskA1rOu4JnDcf5wt4bcHXa2N4R3enwbpmgMPHkuLX9aD2CeKdI3OHVU8L2nmY3Dq5X/Mdu6rxfBiar7xtoKO3noW0cz2MuCFsV1FLktUe8e1gamMDsH5xdmmzOiwFs72mucf9jJUKKVHC5+V0oUeG8ov9h60s9cI1yoV42LWyPZVEix+noPC29x+XVtBm8c1+iRMTrEz1rA4fRfsjrr1XpoQTD67O5XaBv0bi9/p4Jml7TcQ0EhZV1GtZzwfL2BMkEJEuWLJBIQL4+6ZI4eUxXwVIrBpMHXqEK1+F25VlNeC6IuniplcObAJciHtxZMnhX6wOAh3a0njWCLSGpNNnS4g1CnrmaiUeKxChp4bhT+VXCwoMMBlMGFV5d4RnWMPOgyIPkxvYOd6DVFau29zTXECrV8Or+HCmwt6GtMzxxyaSSOwXvzTDa3BP2LJkb9iyZ6wIHbyKtAhcvD0gHWlwQFkzW9uaIsFacgY2CJ85nCmwij2pVUcDN9xHfxvaOsHvxvEguYKFhrTLXMcAqp436fhALAKwAACAASURBVKBhIFo/QED4PSnQVpCmAE8BLtJCfrBpIOZd7F06J2zpbItklAmM1oFaM7z2pcAQ9YH3qvOIOD3PwrWhrTPsXTqnNH9hz5K54dHlM912x+cgfmyd0LJp3pEukwImj2yZ0raCZXaVuGrb8hQNSr5Yg+99RxyfLsKg/RE/t2+gocZKhv/63nDOC2Twd4/+SOddMElmBRHnTw/vu8XY4hFy/dY9cuARI/SVShb4Pn9beDcgMMhLauzy+n8OA0XKhrbO5Dg4XFkU9wfyCAjvDZIJSJYsWSA1c0Bun3pRnITuTTj3LCKpeSL8PIC6ZwlhYuFNMGeXp5Q1QztGdaHizrgeiFdLhRIMjeORxiObM3nWCn7e67xBRNQ07uVD/7PGi92ddDBf19RX0uZyOTZ3LKhJBwPmls628MQlk1wtGafBWkJvboMCcAzumh7AFIcFeUF+sKIOwjNBUtCO98QgBfNFAEo2dywIe5fOqdGGq6ZzpNIbN6Uba+kOjy6fGZ665j1xQr6nldX8qOZe0+LwCsjXt3aF7112prtiFE/axoZ6PN/EA7EeaAfQe3T5zHBw5fS4OhSsLLv6G2v8ve+ecWGp3nb1N9aQGdWYo/6ZECmYV5APwAxSsLWrNeYXq20pyGVwDDc03dAvRXr5P/LgWdUYjCPs9p7msK27pUQE8A7Xt3bFPUCU2CC99a1dsZ0qyeR88nfGYaE4UFcygHQmASiXlw63EwbpHAfS29FbqbnO4F3rV1fwSn13PC+Gl0IG6fLcrxj4M4jXb0HfoX6L/K14ZeG60ec5/s0dC2rIC5eTFUUos5InLhuPM1wG7utSBxMTb7zxxhn+r+7QGN94g1ImIToXJBOQLFmyQOIcEPhr6hwQdqPiX7ZSeKtkaVh15/JIhk4wh8UCGhx2ieL7HjHhgwEMd5zo8Dd3LChpivDrze9gwuDdn8h/7di9gSBlCWHQDjckuG54A9za+f01bhyexcMDCqwd1bQx6KrmkwdNb/ADoPUGTQYhCs6gGQYQARhEvjzNoVqAFOAh7wpGFHwB6MBVaXtPc9jRWynt1K6WByZqTD64fPU0v/jPaTBQ53x9/4oz4hwFBWQKqgHaYUVAPQKIMlBW8jBcWRTubxgsTTa9c/pQ6f0qEPPeqZI1BoUgO/sHZ8f/SlT4lwEigCkmhmN+BqwRXCae/O0BZCXRHoj12gu/o7GW7rCrvzESJ76v7kBaL8i/B5z52+J3CzKGc1hj8Cy+G4+IKhHk8oG86bvk55jwclvzCBb6XC0b4vX6GNSVrvSl/R73AUry9ZrXPr0+C8/oN+19r943nbrPfZ9HfvX51LP6O9GDxxyPmPB9XWyFx6mH5p4f54XxEt2eK1YmIFmyZIHUbER4y+Q1cR8Qdp9CB8RWELZceMQiZR1RywkDc05PtS1KQNSdyXN3SpEE7niZ4LDFRUkO0vH+wwpSLw8KrD1TeGqgUK3TaHNP2L14Xo0WTQcnTtNzS1LSws97xIXDAsCPNhe+5t4gqQM/a/f4UC0fz+lgoKJa7NTAi7h087dNC9vDDz747pJFSIGAB842LWwPj6+ZHH726ROiZtvzR2fwWg+oeKCMARcDSZQdGuBDQ9PCzr6mGkDOcTA4Z600zhX8enlEGbGHyWhzT3hwztK46zEICLcVj1TwO/TCsIVA7yFt3N/Z1xQeWzEjkiV9vwDi61u7wqPLZ4Ynrzw9/OT3f70Uj5IEnh+Rqg8PkCqYxz0QJmjrd/RWwqGhaXF+BtoTrByq8UY8eOd7lsyNZWR3Km0/KLtXr0pCuK3xyl28Cha/OxBhbbtKkjh9tFEl3Ny+YPGENVLBNtL1XOn0e9XvS0mi1z/ot+qtHqjtwlP0cFpeWblfUAWF1gnGHM9Sg7hSY4Y3HvB4x328ulHpWKpWDpSTxz6McbCApFyv8iT0LFmyqNQQEOwDwgRkpHJkDwye8zHWcmTXb10NS9236s0bUUsIkwAG8UpOWDvjWSW0k2Xwjo6UAb5HdlIrgjCR4c5fO26PGKGz9+KE/7JqzTisB/TrWVbUbUotH8iTB7IAhNXsz/kDgPFM9iltnUd8cM4+4gw6RpuPrKTE4EhJpZdPkJy9S+dEa0EKKDAggXvJ4dVTwtau1tIkXwXeiMNb5hRgRoGMgnMmEJirgYm4mNSMfUkUpLC2mCcfM0CqRzrUMgA3p2c/8aboWsUEBC5YSiz4fSnxYTAJIrShrTN89/1nxfSUwOAcrkWHV0+Jc0J+9NG3l9zSOJ0tnW3h0NC08OSVp0dLCIgIv+ON7R3h8TWTw86+ppp9Lfj9scLCA75cj7CW7eitRMvMo8tnhsOrp9SAal5QgcsBQvHYihlxGVuvbjh9fR75wUIFuM971WC/kPWtXeHgyuk1YBrxsPucAmMoDPide9+GEizOO/oa/jY4HN4r/nsEUftNWIc9IrKxvaOGxPA8OShZlJRp/6b55eeVGHiKE4wHWke4j7JqG6xHqtY19bnL6SoJSo0bqoy7Z9ayMFI54i3A4bAK1u1TL4ruV7dNXV3CFNkCkiVLFhV3I0LeCT01b8OzduieH6l5IepmBRKhZGRDW6frlsXEJEUUoLFRjc7a+f0RwCn5YMuHZz3x3Km4Qx9t7nFJBRMH/Of8snZTBwIMKkx2+NwbpHQw4viYTHAeVXPG+R2uFO5YPGDiP7T1mr4O0LinAIHzxwMr/PwRL7SwPIBz/ByHDvAAXDt6KyWQhrSRJ0xmZyKElaL2LJkbQSO07woW2A1FQYJqqBFmY3tHaSlZgKuN7R1h30BD+OH1J8cN8BR0wgKAc7YUsHsZg1IAfrw3DgegqkCX5xM8PG9J+Ma5qyLIuGPaUCSwDHi5PLjvhUGeQQ503gTqE5YETJ5nlyqtU7Y+gKjgPzaKVLcuxMfvQ+fsKNDn78Fb5nhrV2v48Q1vje5+vKLTrv7GJJFlAoB8wJ2KXRHVAqP5QrmGK4siGeJ3y3vdcL3XIze84ALf03MAeXVRVNKNfg/t2fuuuO0gDBaA4PekZBDXeYELJQ3eda9/8d6Ngnq8D8+ywW1FlUFev831qtc8suGRH05D+1odo1SBlhp3tb/F2M+T0Nnqgf0/8hyQLFmyqNTsA4JJ6Gq9UKJRb0PCRxoXJ+eEKIFBx6ZWkkcaF4exlu7kPBHP1Snl+qTAmgcXJR8Iq3MucCjJwADhESNP88Sdtw4+OGCG9wiPgkqvPOua+korwWDg9zR3aiHRQQ0AXSe08mA4Uin2SfDqWQdfJms84ZwnsgNAgvTw3AYeWBUkeEAALifqTqbgAICQgR9833WZU36XCtI4TiZVAE0Hls2KmnadFMxpYPd0zftoc0+ciM9AX8EX3+O49w/OLq3QxIBGAQ+XDWEfaVxc8vWGCxaeRX3znAcF5vV+NT2UY9PC9vCLr70uLhusrleq8UcbAnlTtyu0k30DDeE7l54T9ybhusKmjSAPCvCZWOqBOLAPCpMltG12JeOy8jtAGpwnXoxA2zW/QyYCXEe4hvxxufjb5ncHQgdihb1y+F3xd4W6Z0Kj3x36gZFKbziwbFZNHTOgVhLApInDafm4HfF74/aS6vu8/Kb6XS3T1q5W9773LJMGJT/6PJdD+1btF9W6wX0638f4klLqIAzIOce3dn6xDD8vTOEtv5sJSJYsWVTcndDvPW9Z3NfDm8uh7lDehHUO++CcpeH+hsESufBcqljjokSFyQKTg5TVgjtW7VzxrFooVCOklgt+TuPEkrQeOfLcweqll8ofgKNnOtfBGvlWlwIuv2rPVLPHgyZbaph46UCqhEZBCv7zalQch2rPt3S2hb1L57jaRAUKDBCg/VXNLJcRIEYB2O7F80rABZu+eQBZNbYKngCIdvRWwu7F88IzH35nyV1lpFLMS3nmt0+KE/T1ACnha1wW5IPLu7OvqbQjfOpgYMNWCSYEo8090XIw2twTvnHuqhIBWdfUF5fF3dbdEid/887oDPo3dywIh4amhU0L26OLEkA6A0m0J+QJYQCGAci9uSMoE0jGjt5KtAAoyN7a1Rr2LJkbdvRWSpPz1TqjLkVcjwqSda4J0t3e0xyeuGRSjHtDW2c4sGxWaYlltv5574zvK8jWd4vrvAkfryKFcyWsSg5RD9oGlfxxHShR1O8b/ROu7epvLLl5scJC2ynS4/kr3G/o98htBH0jzzPjtJgIeMDeU4LgnC2SSh5YGaD9sKcIwnwUJRnab9YjQ3rPOzxlGefJs+Lzc6k5ILwJIX4zAcmSJQukZAHhVbDUBcsjILpClrpr8T4iqT1DlDyopUQJhbovMehXKwgGPI8IDFcW1VzjTpXjYNCvFg6QI46Pn/UsGR7x4UN9dxEXgwodOHTw9AYTPINrAGI8GTRlKeLwAFj1NGtKCtgX2wNnPDgzCAWwZjChg+1Ipbc0gRVgaXPHghqywgfACw/sAM+4BvCsRIP30NB4GQiPtXSHw6unhAPLZoWtXa1xDgIOLNe6b6ChZqd3dj9SlyolH/w8nlFwqhYJniyNTfQUXCqYZResW6esCXdMGyoRUqThaZ8ZQG9s74gbP4IogKiBpOjKVR7QVpDM1g6+PtrcE8vLLmUA/Ly8649veGvMh8aFcJw+g2uuM48g7OithIMrp8c6Agl5bMWM0rye8d4Fyqo7hCsI52dgGVSCyxYevoZ42ZLH7Q6EVPsm/o/NLfW9aTxKWNSywYRFvzFM0vfct/Td1esPlIQo+UC+ka5aC9BHot/RvkGVMEpcmWjws0p4uL/0iITX7zN5SI2BSi6YhNRTlOkqWExA4KoJ96xMQLJkyQIpzQEBAbln1rKki5VaOHSyubpjeXNDeBI5rB46p0MBPDTw6jKlFhS2Hijg144V5xhkPfLgEQueAM+kQUkQ50XLooMD4tT8syVDBwAMghio1KqR0rCtnd9f2rX7sRUz4n4b/Nxoc09MH3HCLYkHXs9ixIOg5x/PoJnBGQZmABek42kNlYSw9pjJhYINAF4G+go2GWB54NfT0OI+CMPepXNKu4sDvGJ3bOzXwe45eNc6n0SBmIIrrlsFkFg5C0RTy6lAWcEkp7GuqS/cPePCuBnhN85dFdbO74+AObXSFH6ZZKnmmtNHWGyWx6tYbe5Y4GrKFeDhvfLcHy4XSA/qBGnu7GsKO/uawuNrJpcsB1q/XJcKIrlMCKvkTEmIki2uL9QJk86xlmKZX7aOIQ4Gyh7YR/xsGVDLCgN6jwSNNvfEd+GBaaTDc7lQFx5RUOKq4FtBObcVzN9SpQCUE2zx4e9I2xH3ax749wgC978oI/fNSuA8ZRLnV9u0puORIy+fnjUD4xlfx1i6rqmvNA7xmKVjso59ICDqesUEJK+ClSVLFpaSC9bXJ11SIiAPzT0/rGvqqyEPahGpNxeEJ6Kri9Voc8+E5nd4ZMKzKqRcqpiwwJXJIw5MagAgU9YLdOQYQJR8KChXTVJK+6Tp8UCIwYiv8eDGAwcDdrV8KAhjUOENXjxYpnzhU4OxEhHch6sOQAOWxUUaDBZSpAN5Q9h9Aw1x/wgdrAFUoGlVoMqaVQbvACi6Y7RXR3j2Rx95R5xTwpp1uAHBbQgAEbt97x+c7frsD1cWRa05SJqCFCYy27pbwv7B2eGxFTPidQW3SqqYhGG1rY3tHXHFMOxIPdpcuxTvuqa+aHECaIZlAwQCk8ix2hUv7esRFwb7HgHA+wBo5nrT9gprCj/P5AAHb27IedrS2eau0DXW0h3fi6ft5jbKGyiyBQX1jjg3tneU9i4B4WKCzG1zY3tH2LNkbomocD48zTq+NW03IBS4x3N5PIKHX6z4xf2Ktk+UUec0ITxb7HQJaq9/wXXU2/ae5kgydGPFR5fPDHuWzK0pg7o88TW95yk7tKweUeL6x3NeP8Zp8PNsbdE86rvlMUH7S+1PEY93YFzwxlEeo3DAAsKWj9RE9ExAsmTJAnFdsJiAqDVjXVNfye3K+0UHtaGt052AzloWnWTu/bKlgwcGvaeaGq/jRKfNnahHbniQSxEbdn0aa+muiYcHMy0PX2drjMbBgwYPVAo2dDDjcjAZYBLBrj2wNuhgyM/pxGmPHKhrljdYAtwx+FSttGruFPAzeMHAzm4sHnnivTPwHFzDAKgwaRjA7IlLJsWVi7S+eaU11OH+wdlhR2+ltCLV9p7mcHjV1PCdS8+Jm+QB/GFFticumRQeXT6zBDzYJYVdU1DHyDdceGD5wWaJmFTN6bHWHytibWzvCLv6G+M5JnqDTDDgfKRxcdR2wgKCelBQyZYBBqq6gtH61mJ/j92L58X5NpiLgbklSkjYgsKbMDLAZasBh39sxYwaIgLNtQe4meiwSx6/Dw944z1xe0Nb4PLw3h5MKjA3BPmCxZDT5jh0VS2UXS2jTJZHKr2lyfcgbGyx84A2t9MtnW3hsRUzSumjL0DdgMxw/pVg6jfN56rNZ9LP74jLxf0LW3yV1NSzHvA4wGMPLMSpevEm1Csh8NLm70itH9rHK8Hx4uJz7pNHKr01YxTGDLx75FPJhmdBAQEB8YDFgy0h2QKSJUsWlkhAbqJleL81c3l0m9I5Gzq53Jt0ngrDJGKk0ltjEeGODYCc02dtPzo+z/XJc9NS4K8rVeE/T7RUEOy5XqlGSC0aHhFS4qNxcl6ZQOA+BqadfU1xpSgMFN5gw3FhJRMFils62yJo0AFztLknTsxOgQIAAh38kF99FkBBl5FVTZ03mKIcPAirhYLDqmaXl6Ll/LAmGvnZs2RuzfKaWk4ARy4Du//s6K3UEBtouZkkKKg9sGxWzdLBDObZfYe196zV39jeEbXu27pbwpNXnRa29zSHH15/cpz3ofF7QJDfJ694c/vUi8JDc88vEQ21WmhbY+DG1xgEr2/tCvsHZ4e9S+e4y+ZqfaDdoj6wxLCuMsW/iI/d8ZiUMIDmPGIeB4NotmCkys4aba0nJVcb2zvCtu6WsKu/MVrMtna1hu9cek7NxGsG4B7IT2nnGcCub+0KuxfPCyOV3rgTPSsnPI0/1yVIbYqsIMz+wdnRGgbyj3xzWI6byRz3BVoG5N2rV8/FUPsJ7j8RhpVAPP7g0KW7U+G89PR/KhzIgL5HJlsegeJxg8tXz1PAs4ikriONBxoGalywMOeDJ6FnC0iWLFlYShYQdcFStyolGd6eH7p6FROD4cqi+DtcWVQKs3Z+f7QiqCsTd4AAGWq5SJmHmWjwPhvq26oWEn1WLRXQgDMRwqR67bi9Dpwntq9r6ivtS6Iafww2ek+1awwSlbSsa+qLA7+a9ZE2lx8gRrVyvHQuD3IAE2oRUTCgBARx87tR4scECuTDG4A9bR8TC/w/vHpKaaI5fOlV86hgmUEByuqRA1g12MrD2n5ejUkBJAgPkxIGxuzSxKSOwfTWrtZwcOX0sL2nOezqbwyPrZgRgSm79igRUM2qd75pYXu4b/YF0QJy5/Sh2G5Gm3vC3qVzwncuPSfs6m8sAWF10VEioOTRA+UgwroaExMurgu4LzER8eZY/OCD7y7lgdNjCwu3OSaT2sbVrakeIVFAqaB7c8eCcGDZrEhWDw1NCzt6K3GjSQafeP7pa0+NljbkV79jfRcIx+VhQu65x7GlGN8Ruy/y+8RzsLRp+/ee4XeKNJmEcL/AZcC7wkp73M75Pep78fLA7m7cv2hfwX2vvtMU4eF68cgVExkel7SOvL5fFVipPpX/q3uwRzr0WSgRvUnovAlhnoSeJUsWlUhAYC7FKlipTQfHs4DA0oGOiVfCAmDHHAy1rjCR4OV30Zmz9h8dppIIdIopC0dqTodaSDh+xKeWBbXS6FwTLqNaOvgcA4xaanTQ0PQfaVwcBzCPcKSsCBgUWWunhAf1DA29DmScF3Z/YKCQAldYAQngAGDJ0+B5eefBF5YQ1UAqeUM6DLAUOPIGd542ksGFAknEv7WrtWbfCdXGctqeFp1B+frWIytlpeIba+mOLlWPLp8Z9g00hGd++6TShnoar0euGFBx2VT7+s2ZK8JtU1dHEnJ/w2ANCOR8psCYN3cDbc0D6h5oRr0fXj0luiipG9Vo85FlhHlTQCaInD67VHE67Nqj9a/vbvfieSVXNi2LVx+puDe2d4TDq6aGfQMNcVNFdptSYrOxvSMcWDarNNfDe9dKtvD+tb3ooghMtPibHKn0hr1L58TldBWw4zkm556LF8enBF1Bulp1YD3id6WAnYmZl0eNT4ke8sBWWO13+bsBAee5LV5/Nt41vu7Vg/ad+v3yGKHjnyrm+JqWj8c2PKPL8PLKV9kCkiVLFk9qdkIHAfHcrjAHRK97q2DxvQcaBiIhYUsDExAlOmoFUfKge4ggPLQ3SkA0Ds91C2ApZcWAhUbJB+5vaOuM/1mL5M030aWEuZNnzRaTLwXjKQ0XkxuuQ2gAU1ozD+zz5HDEyXNxMJDzAI5n4VbB7hnDlUWlPSr2DTTUaPd0IGUgwGmqz7lnHWLggfwo0EB82LuiHijgZ1FXIAA/+ujbS/s34B5bYLhudG8J1ujD7YZ3qMazbBWBKwusIpjTkVrtantPc1wmlIkWl8cDW/w+7pq+MgKMW6esCffNvqAGxKZAE96NB/jqAXQlA2pV2tbdErb3NEcLEP4zeGayjPAeIVNSwe9OrQTrmvri+z+wbFZ8ll3hdG4KvxOPfGhZYQk5NDQt7F48rzQvxCNLbA1jK6OSEE8Tj+eZgPzgg+8u1SN/M5rPsZbuknVRyS0OXWEO95Ffry6YNGi74Gscj4bT96n9qbp2MonRfljrz/te8DyIoxIH/d48UqHfhqc48vpAz+rhjRU6Nuk5x7uls600xmE8gFum7gWirliZgGTJkgVSswwvAIW6U6UOXYoX1gt1weLJ52zxYItByprA2homMdxBMihW7Y4SCiUunquV94xaMPQe3KqUAHjWC+8/u4opMEQYHoR48PUGGsS3aWF7fBZEwBuMGNyrVcMb8Ord4/8AvADkPLAr2Pfqh0EtNKgMmHXAVwAH8KT1xmljPgRrLTWc56IxUumNfu06L4PJGwMhTMLGvBq2vuA6VtFiDTSDTgAaBV9atykgx8TNI3tar0x2oe2EFeTe85bVED+tXwVOWof8Pj0yqwAbcyOwQhS7PI21FCt57VkyN+wfnB12L57nuhOBgPD8GSUe6uqmIJ/rExYWdj3D3I1nP/Gm6HrkgWb+7rTemJhu6WwLT13znkhQmYxoPlV7r9+ckk5tHyC/aNtqrVLrkd7TFfZGKkdW3cNkd52zwRYwtIXR5p7SRqAKxr1vUq0zWtdKljkM8qT9ipIF7Zc9AsGkyfuu+D14/Rn3RUo2+dsEAfLypv28d6g7M49r9caslAUktSN6JiBZsmSBlOaAwALCu5an9vYA4Pc2LNT/TB6UkHgrXXkWECUMGk89FywmKJ71Q9MCaNYBRl2++PDAHIM6da0abe6pGQBwn10vPOBWb2DBQIR7cHfwCI1n9UAYrITjDWoA47yeP+7zKlYAMQykFGx5ADhlyQA4wHwNJTwjlSMWGwAnLEXrkRyPFCkoRhkAYPkZADPdaE1Xb+L48BwThI3tHeHHN7w1fPf9Z7lzFL532Zlh/+DsuJdHvfyCZHrAis9RD+rHX+8Acb17xoVRs3n71IvCPbOWxfr0CIin8U+BRyUf+Hb4OgDpjt5K+NmnTwgHls2qmW8D6wN2Md/a1RrJCodjjfzWrta4U703t4PnG+E6rxrF7wzgGos+8H8GwFxOtbxwm+H2sq27JXzvsjPjdbhkeWRguLKohpyB3Cq55Pc82lye+8KuiUpu1Iqh9abKAeRlW3dLzLfut6Jtj+eDeHWnhI3bk/5yvWh45A97HSlRQDjuP1J9P9/3lBfcH2s78OJlouEpe7wxgUlEanzScUjdiLnPR5/BYyksIGwVhTIz7wOSJUuWlJTmgDABUbcqkIrhyiJ34jl3RkpcQACGK4tcIqGEQ0H+RMIhDbV8eFYUJkSepoc7WSUmYy3drhUEAwNAGq5j4OF7PCCqzy1vCDge6eDnvDAgJDoA839YRwAoMDCrmwKDiNHmnrB/cHa8zxYODs9xMgkAAEF8TAj0P/LPq/R4wAJhACB29FaihcHTXgJUpbSOCLNpYXs4uHJ6iVBsbO+oWUFqtLkn7OpvrAGBngZa3VWw4hHIGsAuNsU7vHpK9KtXDTmDMQ9kMVjWelBy4GmSFaCua+qLBATHPbOW1ZRZ25D+13zpvfHyziSdAbaSEI/Qbe9pDk9cMqnkwoQ8b+5YEPYsmRseXT4zWkYY/LNbFafFFg/EuaWzLTx51WlxXxUO65VJ35mSEAb+bA3DNY/04huC1Y3zqXnQ9w9ipm5XyIuSnlTe9VvmMLoEccrKiDKibatSgdsnp69KD49MjPcuuG/1+lItv/bT6GcRjr8nlAN1rd+uR2qUhPAzTBq8+xyfjmNqDcF/j+TwwS5YSj7Y/Sq7YGXJkoWlRECwCtZ9sy8oAf4H5yyNYB9An+eFoBNK7R3CHZkSGiUSShaYYKTMxEwylKAA5CuhUe0O74PhpaHA3yM7TF6Q5wPLZkXSgnvoxEcqvTVlxACl1g8Gg54WC2E4PzyQbetuqRkc2eLAAzWsPzxYsosWkyoFvx4AxjKqPODj98CyWTF+Lq+6t2zvaS5ZU3QQ5/wDjLHGliecDlcWRS03x6MEBSCGASfvWM3pc52wywSWa0VZ4GaFzePUzQoWF7gN6Q7ZDMgBQBWEKdBJAU2PAPC5arIBfLATOlyw7pm1rOSms7WrNexdOqdkGWDNOM/dSZEL/u/N32GAyfnj8wPLZoU9S+bGOBj8c16RT7wHLJ+8rbslPL5mco2mH2EYNOMd7epvjER0fWtXXBHs0eUz3aWTvXpgoKkuSlx+nVui1hP0fUwAeIEEz4VPj9Hm8m7n/C54HyFtO0wqvLIxiQQ4h9XIaxP8DBOZlDUEeBJA/gAAIABJREFU7rDqtsT9B+pJSQRbN1hRpIRD+z0mB0wYtJ1qX6RkxCMgTOA8UqLESAkIH0xUPGWdkhEe9zh+3H9wztKSBYQJR3bBypIlS0pcFyzMAdH9O3TCOCaYp9y1+NmRSm+N2xSTFwX7AIcpQsLn65qKJWaVjKhGR12uVLuLDpaf4wGJCRLHq6QFnT8Gegb63uR4JgOIjweVsZbucHj1FFeDxXWkcXH5eLDUcjN4gGUDg6W6Q2FXbw+scFyqeWQwo4OnDo5MYDwQoyQGFhgGlnxfteqp8nParOnF+fevOKO0n4iCQk6Tl31l4LGrvzHsXTqnNFl9pFJYWngiuYJ/BpiqzfTeQer9sgZdASuDfexbgqWbsbHh5o4FcSf026auDt84d1W4b/YFcQPEDW3Fru6/uPG1cQ8P7FLNlime46KWASUTmzsWxB3ulRxqm+B3vbG9I1o0YLlgqwfKizBw5dI8YaM9nsOBe7sXzwv7B2dHwov2x8v0gtDsG2iIq3BtbO8IuxfPqyHz3nfE35vXJrBML9IDyVDQj3a2d+mcEhn0ADHXq76beu2Tl0jW/Coh5jjHmx/D8XgT4lN1x+lwv4L8aVtjgO39RxxQECkJ4Dao/RrS0/xqH6L9v/aXqGePUDB55fQfaSwWWVGLOY9FnJaOk1xWz2XLmwOi1o+bJ18cZr1+IiQkE5AsWV4JEiehswvWPbOWuRsRsguU54aVIiFsOWEC4lkSlGCsayrM1/XcsTBAqFXF0+booVojJRHaYbOrGVsemIQgHlxPDRSeC5cHypUM6KCnZMYDp55ZXkEHQIynfRuuLAo7eivujuAchgENAxWuJ7xTrncPRIw294QnLpmUdLcAgALIwOZ+HrHAwO2BCs4X4uLBHjuM8zyDDW2d4elrTy2BIIBlD4BhXwwFwAxyPdccaLkZfGvbUCDjlZ/T2tyxIBxePaUEnDd3LAj7BhpKBAlAj8s+XFkU7pm1rGQB+ebMFSVQjnkXvGIUu/4AgK9v7YqAfFt3S2kXd5AxAE3PwqH1nAJziGNnX1P40UffXmozTDA3dyyIy+cq6N7Z1xR29TfW7GS/pbMt/PSTvxYJFVtJsOElzvcNNITvvv+ssLOvqZR3ndztvT+d/8Dvc9PC9rCzrymWc6ylOy5JzKAeWnTMR+HwSqi9OmV3NLwz5GnPkrmlOsW3g3bNlhzvW2ZLTupbRz43dywIj62YETYtbC+5gSEsKyCYFKgiggkYKx2UDLIlhfsxtdp6eVcLBk+m175TCTTH4dWF14cz8fLGHh4/PIUa9zF6XcdT3Hto7vklFyzP8oFjxa9dmwlIlixZzMzZBwSr2ngTytfO76+5pu5YKSuIumYpGVFLhV5nbYtaEYYri5LEQi0TnrUF4dQszWZ8dMCcp3VNfXHg9Swt2olz3jQtBsNKFpA+DyQIv39wdg3BYC0aP8v1hcGKwRbIBVyd+DkdDFXTpto9gFYGpkqMVEO7rqmv5BYCjbo3CHN8Yy3dcdlV1tJqnlkTqiSMtZpMgLZ1t4THVsyIZWD3Ls/SgjpEvrAsroLj0ebyfgUKMDhPCggZTKS0qfw+RiqFZejw6ilhW3dLOLx6Snjmw++Mm8KlLA8MPNmac9/sC6IF5PapF4W7pq8s1Rk/g3qC6xmAJgN8j3Bt6WwLh1dNjRY3zKPgvCgo5Lr1rsNCwW1ErRoIo0v44mDLEO4jjzwHA/FhR3a2hqRWlPIIAH/PbA1BXek3xss2q2af6wPtAeXn74XT1ufY3ZGJS2oHcq4TflbBNOLDO9Xd6WFtwj1s2Ik9T/hb1/5vpNIb901h8K5KAoTj5z0rhtf36fepFih+htPkfEIR4/WLrOxiZYDXH+t4oPHUOzzPAVVuMQHD2H7X9JWlZXh5/w8mJVe/7bpMQLJkyWJmsICcvTK6YN06ZU1pEjqD6tSeH7jm7YTO1z0i4i3Zm3K3wvPcMQIAeOCeCYCn6eEOWomC5yKl8XLHrpYPrxP3BgAmGAA+3NFv7WotkQgdGHkwUMsCD/YekWDgicF9tLknToTXgUfB/3BlUQkgs285a/pYgz9cOeKfrWVhMM7zLDxQwXkfa+kOe5fOic9ijw0GcPW0itDaMwFhzTD+Y6UkXcVK3UEAclSzDIAAoKtuHwpivHN993qPASYmHgMcP3nVaWFzx4K4qzYv5etpX9misaO3EuO8v2Gw5IL1rZnLS6tOAWijrja2d4SdfU3h4MrpcR8LtQYpGOf629DWGd2X9iyZW7KSeCTGO2dAjvhhgeH2xL9cJgX1IKFqReC8s9UHBJnLxBvyod3Ws0boe0I+eYM7JlVsedL2sbG9Izx1zXtK36mGRRvTtst54b1+2CKieWeSru2WrXu8Spmmze9RFwPwwPhI5YhFEgoWz5qA/PM1z9q8tau1pjx4Dn0rztVqy/03f7v638ufXtO64X6L+0pWIK1r6iu5bfFYBA8FHrM8Cwnng8cGWEBAPvgXBATY4sPvyhaQLFmyFJKcA+KRBG/Hc7WA6M7oKbcpdHCchhcWHaNnPdFOk695JCZFMPQ6XKI8rRHORyqF9YCtEngeA0PKvxadPg8mHrnZ0NYZl5zlQXF9a5ernVLSwYMh5tRgsOeBigdxT/vHgxtr2Nhli7Wih1dNjcDq8OopNZYFHRgVRPPKO0q6oKFmTTv+AyAzQNrRW6kpE6eLVZHUeqLAHJOLubx8n9sBADjXKUCTXvc0q0pGFMzpO1SyACsH9srA+wcZwK7MICAM+NTtaaylmFj94xveGpe+faBhoLQT+p3Th0oAFpp6EBBMqj+8ekp44pJJYUdvJTy6fGb43mVnliwKaonxSAl+t/c0xz03YFlhYqGrV3E8CoRTJAXteVd/Y8mSwWnoSlQo+/7B2SUywe2Wrz26fGZss0pqOR8eiMfBbkhsxcHz3h4auKdLCMN9TskD/+dycXkw50bzzOe8X4m29ZFKeQnrfQMNYVt3Sw3Z5jritp+Kk9um57rE97mP436Kw2l/pd+uEixNT+tADyUQXh/B70Kfx/vQ/HMflbJy4H5Kecf9J8YpnQOik9F5M8KPnXxNJiBZsmQxMyEgt0xeE5fh5c0IdZ6HZ7nwiIru+4F40FGqG5Y3z0QtI6nVp+AaBdLiuXfxKh+ea5QSDQxIXifMAzQ6YXTIDBBBJDzCg8Fo7fz+0jPsloUBhVdsUgCv4FpBsTdYYZBioJ/S1KmmHmXUQVQBiQID1p5xvnmSLYMEJQsKQjFPAe+ALS8e4VEN3sb2jtIqR4iDNwiEtp0JCVs8uOxq1WBAyK5O9cAd14+CDgaerGVH/CAbCogRHmTg0NC08PPPvC7s6m+M4J9XgmLwjTKwuxhcsOBycef0IRf0qcWByY1O1GYLge7VoXWm1giQyEeXzwx7l84Je5bMDfsGGkpaci4Lvxe1XA1XFpWeQRo8oR1zQVAeTJJXQs7kRMvBbUb3J1nfWiw57c2b0O9RSQqXzSNx3jvC3joop87zYqKshBdlwHvkTR+5z+D653rXvgffNZNlLyy3Be978kiB3ud37z3nEQolE96vp1jg63An1LRVgeQRE82ftg9V6KiCig+1dmxa2F4T1lPceYq+O6eX54DA4gFSAhfvT55ydSYgWbJkMTNnDghbQJRIPNAwUFp6l12qvDkjE5kHkjrQyfGmhyAYnkVDrylpYTKCY6TSW0MKOAzmQqgp2tNQqTXCs04oEWHSsLWrtTRIKUhXCwwTIx3U1Hqg5AKD0/rWrjiHRDV9DMaYHOlgC6DFAB7Pbulscwc9Lj+nB822Dqaocw7Hm7F5wEwHf73GpAzx6m7So83FUq7s4jJS6Y2rDDEIgOaY6x6uYbo/A8fvAQ3NswLLnX1NYWtXa9izZG4Eqt6cAtXKw5XqO5eeE35xz0lxKWAP5DOB1LplFyxYQLz8KglRQgLQ6lk88J6ZRPD8DSUVTPQeWzEjPLZiRtjW3VLay0NJGxNPBtbQxD++ZnLNs9u6W8Kzn3hT+MEH310zUf/xNZOTJFDLvm+goZQXaP55eeAUAcHhKQg4jFq41PqG8m5s7wiPrZgR73sTwr33ubOvKbY7tH3knd+VKmxAMrnNKcHBN8Nt0AParICoRyRGKr3RvZW/Oy5XSiHA37m+A+1nPWWHd12/OSYpqXQ9EuQpVpBH7XM5LFbzY2WYjoWjzT0146w3/rAFhFfCAgmB9ePmyReHT596VSYgWbJkMTNaBUstIEwaQDqYgCjJ4CV5vdWy1ILh7QXClhJvxSwN57laMQHgZX7519PgKLnR614cahnRDhwDCuaFMNBfO7+/REiUzLClgedMeARnuLIoLpEKDSKnowMYzuFqoYPTSKWYe3JoaJo76DNw44GbJ1sr0ElpBHFs626Jy5KmADgAx47eStTIM0BRcpHSUioAgdZXyQevVjTW0l0iGJx33SUdIIvBqKeBncjBgBvWmUND0+JGiAzeUTa0mR29lQhqeSfubd0tJfcstgoocWGgBDJwf8NgdL9iC4g+j/QBTFljXa9OFBSqRQ2gHy5xfIAQYxPHp655T3ShQj1s7WotrWym+UBZdTUskNRd/Y1h30BDXJqX3bE4DV5dCS5cTCR39TeW5pLgG8A1lIVBvEdioSjBdzvW0h37F3ZPS1mUkI62V48Mcz50vgnyjPrwvl8luV4665r6Sos8sFsXKyg0Dv4OPDKi4TkOJUBKRBjQe+UCgEcYdvVC3jUPWheafoqksLJI8+ZZQLwNdz3io2OZWkpSbr+wgDD5uGXymogpeCL6506/IhOQLFmymFmCgGAVLG+1K50LkiIk6nrlWUHUrYufUYuHkoV1TeVlfVNWkNQ9dLgp0sFEIjWHhM3X3rwUdeni/0xGeADkgQTgx7undeENdh7wVk0mBh8lINi7QEkDA23+z/ta8MR0HTQ5Hp53gVVqeEAdriyKLh0I9+SVp4cdvZUSKMVAy2BCB2LEy24yOIc2UEE4jg1tnXFDOwZsW7tao/89rvHqSQo0AMq4zj2wwwesQo+tmBHdp3jyLcA8uzVt72kOO/uaoobaA/AcBw5oncdausOhoWklLTWXQyeh3zFtqFT/3NaU3LC7DiwzSnYYzNYDals62+IEe54DwvWBd7K5Y0HY3tMcdi+eF75/xRnhiUsmhW3dLTWrjHGbYlKFuSpcfxvbO8KTV55eIlmwwnzvsjNLKy+BiIBQQFFwaGhabM9wkXvqmvfUrE7GrnGqUEhZh/B/79I5sZ1yu9EDpJHfF/ofD5hz2xuuLIpWNibMHL9nCfEIiRJQhE0RBm5XStg80sBEAN8rx8dtWAmMkhqtS1WucJ/JpMGrS/2vK4F5fRqIJvcfnIdU/6v3eCzzvAQ8zwMmOHdNX1l3HxD8fj4TkCxZslSlREB0EjpPDOcNB0cqvTWkBGSEO6rhyqIatyomIbrSFu6p65QShHpkwNPk6LK9fB+TwdXNijU/XgfsWVCUcLAJmzt5DKjQ9PGgwYMEr8zEA6mmpxpSj+gAACNtaBJ5IMIAOdrcE7W/Godq8gCAAGyw+RwPbt7BA7e6LjGhYA21gmQlQ7wHiJZ/XVNf1Abj2lhLd9w/gUER3gnSYzeekUpvtERA24xnnrzqtBqiwnWoGlOuTy4HABXIBJYcVWCI+QcAfjz/QME/AzklWGyVYODqAcJ1TX01Llh3TBtytbspQMnpshWHrx1ePSUCWPQlqsH3CCOsGrD2qJvT3qVzwi/ueHP4xV+9JuxePK9mxSh+P7iONg7CqmQKFjSeF4L0Dq6cXuPGxauP6dwiWG5goUL6G9o64waC2m4QDy/2wLuUg0CliDG/G34O3x/3Lx5h1nbFRAjzSfR75XwpoeB4Uy56mo+dfU3h0NC0kgWHv38F+HB5Y6KkcXJ+uT9RkrKtu8VVIOjz2i9zXFCC8PX1rV3hwLJZpeva92pfqmMJP6fKKrVweGMa8qJjLZcHLli68hUUmnz+52dcnglIlixZzEzmgCgB0WV1vSV02QrCmvl6czs8NyuPcOgzHgHw3KCUFDAh0md0orqalpWAgFTx8yAS6LARh5IBxLV78byaAUDJBANJxDPaXLsZoWrG6oF+ABR2GfKIDwZxHagUKOtAjfkJaslA2RUMADAyKeABmsEE3K44XdTLcGVRnAjskSUFSSgjgxudU8BuMexHD/cluDaxyw008YiLtbEp7acCFmjGD6+eEueaeNYBaNOfvPL05HwGBV2plaG43Kol9wDvAw0DpY3HdBI6ntU65XxwGdg1icNovuASlyI3TAz2LJkbnrrmPSWrxZbOtrCzryl8/4ozwnfff1bJBcoD59rWNB0uH5YKZjemsZbu6FKlO6PrBHWPhLHVhcm3vhec83LXaG9wzwJRUtKh3zK+Yy9vDHBRZtzz5mxsWtgevnPpOTEcA32uS3bX0vqG+1pq5SgOh/LpBqjcNlEXILnoq7iP4L6L+wzuzzl+Jdj1FAxqxcA5lsjV+qnnqqhx8TfO93mM0f6+3ripB5MUjvfheUtif6BL8eoqWF866/2ZgGTJksXMEhYQnsvhrWw13sEERf/rnBBv+d16e4N47lHsxlTPSsIanXodLjp/tbqwFo8JC4PlsZbukjmbrRZq/gbI18GBAfiTV54eNrR11hAVxIO17TFI6QCjmjkAJdYQMsngFXB0gANY+e77z4qDPGtWMVlbB0UetHiA3bSwPRxeNbUmD/ws8rxnydyaidYeIeKyK+jHcyANDObgyw8Q8sPrTy7teg3XGt4Qb0tnW/jOpeeEH15/cklbDWAF1xotF+cZ6SFP+wdnR+09g23EA+05u/Io+FGNMWvgPVCp5AakkDcAxD4gmF9wz6xl4dYpa+IkdLgb8eaGTDJ2L54X9g/ODpsWtocdvZXwxCWTwq7+xuhaBlcYnSuiGnUF6tweFGQiTqympGQR5YQrna4EppplbtuwPml+dvRWYl2w9QXxY7UvJZIpMoJFENQdi9uz16b43Wu7Z6Kh5cPBrnGY2O+BYCaxUCSgX2DShXg4fiYvHDe3+bGW7vDo8pmlOuP+SYkv8sxummq54O8Ofbm+a4THbvYeieA2qICf00x9/yniMFLpjfPhkE9eiU+JhUeQOW7PaqEkwjvq3eMwsICAgPCcD50X8pdnvy8TkCxZspjZBCeh6/4eTBr4OltFUqtj6TwPj5Sw1SFloVCrCAPv1HK73GnCYsHPq4ZnfWuXS3rqaZXUzL136Zw4yDEIx0CpREitFqzZTpEQBp9qIRmuHFnmFmCMBz+22oy1dIeDK6fXAC4e9BhYYb+PkUoxiXz/4OxSfpQMAXwiTzp5m/PLAyqsKgwOlKhwnXEdqGZc54BAG62gB8CbtdEgHgCx+wdnh8OrpkYtugJmr2z4z6B1e09zePraU+OkagVJyDvH55EHxLexvaPU1pRsIAzmQIDQYJWsf/nCa+IKUnBTASAdriyKG4+BgPAcEAWynD6TkZ19TdEd6nuXnRmevOq0sLWrNVotUqSJQSLXMUCcklSkjw0Z9w00lCwQeL87eithR28lEigAT51vo0QPVg5uQ1gWmCeYb2jrDI8unxl+8VeviXNzxloKF8Cff+Z1JcIJTT6TOJ0r41mNFGRzX8PvXjcf1Gdw7OxrKi01zCtO8XfHcYMYswvc5o4FpY1OPWKpmn7UA+6xJYi/e7U6oB6Rd0+5wfHwL79X/l51oz/Og1pMlIzoN8h5gQKK5y+lvteRSm/cCJEPrn+eg8T9BFuY1NqtFpCUEo/HKbb8Iz4mILwKFpORmydfHL6aCUiWLFmq4i7De3/DYGnOB7tiqTUDmw1OZCneetd5/shwZVGNNQSdJDptb84GE5eU1ielxVEC4XW8qc5Y00F8mNzIhAjXMHBxumrN4QOWDo6HfbV54GPt1nDlyMZX2ByNB15Og+PhQQx5xmA5XFlUWuXH07jqQMcDMSYOK+BRUAHgwSBLCZQCfLWKcJpPXnVaBHcoL4MRHvyZsPCO1RvaOsPh1VPCT//wxLCzrykCQ9UOe0BQy7i9pzm67QDscvi9S+eEvUvn1OzLwOCHJ+kDrKVIAIgEyNO/fP41pZWqACDZEqAWARAQ+HzfPvWi8I1zV5UAScq6wtpw5AWWAZCCXf2NsS72D84O23uaa9zgVMuPcxBFfY98n93m1HqB8u8baAg/+f1fj2RENxDk+h1r6S4RUP4OsLwt3u/Wrta4hwgTE1hnuK7VDQpWKLwDtsB4xE8BNecRfYdHljkuPId8sLsct2WeC8XWCt7fhAmEvj8F2vz94hpP4Of+kZ8ZqfQmF7PwSAETV61D7Q+1r9Rvme9rukpoNJyWWfOH70bjVRKCPlmVMigH98c6XqhyS+dWDldqrf44HmlcHO6YNhTnhWH5XXhUsAvW1yddkglIlixZzIwsIJgDcuuUNXETwpR7FQgHwvByuh5JUbcqnd/BnR7CALjzwcRArR+eZYQ7ykcaF0cNEmt5APg9s7Mu9Yv4OA2PuHBnnbKUKOlRzaICf42HB0texYXLzAMNAAunw4MgD2w6wGhYaHmZKCA/2NBMB2k8O9pcuGcwwWFwwD7Z7PMOEMcDuAcKmCghLrjAfOfSc1ztp4I2gKQdvZUIFpmQfP+KM8LT155aIia8mIC+A34PrIXG8rAKzBh0etphzr+3mznHAfDCGw6CdLBblWqj+QBoxzlrPHGgrSuoVJCP9sKgkudgsNUJk/D3D84OO3orEWCxC5oCWdSlVw61qDAh4vJv7WoNj62YEQ6unB6euGRStHCoJURJLrdxxLV/cHbYs2RudEnCilxc9yDaICKIG2VF/HiHbG1gwOmBV2/eD8gBXJ+UoPDzsByhbnUehxIFJu8MnPFflQz8DK/85ZFoJuj6i+/faxNKPrT/5JXslOhz2npvuLKoZGUZbe6p6TuV0Gj6OPfS5rpikqiKHRy8YADi5P86fui4oqSDz4cri2rGXMTzSOPicNf0lXFOGKwgugIWSEkmIFmyvLTyK2b2STPbb2Y/NbO9ZvYxMzuOwhxnZn9gZo9Xw/yDmZ0u8bzZzP7azJ4xsx+Y2V+Z2QnPIR+RgNwkLlg60RznGET0XoqsqIuWEhAmJUwuOCw6uZT1gYmJl46SBzUze9qflIVDXblSGiQui7puaeevQFoBtbpVAQhhYMGqUx6g1xV4eFDkcAzuecD0tIajzT1hV39jfI5JAw/InlYPq0p5Az00qci3p5lUMKFA37OA7OpvDN+59JySBli1uApctnW3hIMrp5cAMSw3vGGcggOuQyU2IEI/vP7kkkaYw7CWm8vOoBYrPSkQZZedzR0Lwtau1vD4msmlXdKVEDBg5GuIF/N0Dg1NC/sGGqLb1r3nLYsuF3dMG4p5BGjetLA9bsIIwonyA9Qy4UDe1RLAxID3MTk0NC2SL36eLQe4/tiKGUmCxmXG8yA/mzsWhCevPD08vmZyCaCr1UzBP5akRp629zSHQ0PTwuFVU2O517d2RRdG1D2Wy8V9JidcvwzUvbxou1Y3KyU0I5XCsnhw5fRSO4ZCYPfieSULIBQDDKTVusVuRbqCGx9cBpAQJTjc7zBJ0rxynkGuuD64D1VyoXOP1HKL7477FzznEQr+r9ZZz9VW+w2OT/s3VnJxXnVs4Ti39zTXKL8wDnpjDI+pntcAEyfMAdGJ50pCsBlhJiBZsry0coOZfd/Mes3sFDMbNLMfmdl1FOYjVpCKxWY21czuMrN9ZvY6CnOPmW0yswYzm29mu83slueQj5pJ6LdPvai0DC8TCAD8tfP7k5POUy5WbCUBEYCVAXGqZcNbFUvDoJP2SAnCKoFR1y108inXKtUSIX4MoPqcWkGUsOAZ1UjVIzjq2sWglgdXHoAA5gH0dBBj7RhPdPeIjA5sPAB5gyQfAA77BhpKAJvjguVkpHLEh94bjD3ywWkrscEGcKqFZ405+8Sz9YHBPJYXZo06nuF26BE2EK/H10yOcxAUYANwKikD8MKkVH4Gbj27F8+Lm9gdXjU1HFw5PYJGBfMeEATg3rNkbmnuB1xoDq6cHg6unB6XA147vz/cNf3/Z+/dg+uq8nSxPalbdPfQ3bebojvA8Aim/GjbEnqhJzrnSJb1tB5IQhKSkduOHTOMCV0EioLiUj3pdKZDdSbTuXWrb2bSNzPTpDt9IRAIFBRcoCA4tkp2/Igtxy/Z8UN+g7HbYPCt+8sf8rf8re/8tug7VVPcquxddUpHZ++99lpr771+3/d7jtqLd68Mn3dqBsJ95blW0gNgjxS4cAmb6szbiVVLQ5X3uQgTB2+jX4ijge8/kxEvnoSfE25fCQ36u7uj4CZC8DTuvA8AfHqgxmZWlkbuV1ua2qOig3y/mETp83t8rKzIAjlZ6Ch6N7CfY6iUzB4dqQjxTRznw8/eRP5aBrLJQkcUq6TH8rXVKgKig/4i1TfXcQG5R7sMyifynUX3gN8VHR//5q2jvIYrWdP3UJ8bJQuqfGDrtbd+6jqs/eC1RH/HvfaUV3wMkx1dn5TMKEHzFHL6nWUX6oB4xEPdsDICkm3Z9tVuryWz1gre/tckSZ6/+v2PklnLx+O0/58mSXI5SZKRq///IJl9SavomPYkSf5dkiS3/IH9CDEgGoSu1guNA0H6Xa6SzqQD/+t579f32c625sjNSYPbmLR4WbC8oG1tS83FbI3QNrA4e/1h1y79eIs2+rO7o+C6Zeni72mVPNLDCz5nm1ENmCdYoJHV/TiG/YshUNiyogXF+OOZ9PmD47a1tNqFx2+NAtVxfQb0AEUKXuYS4AwUEHDPxIf7wCl/ERDNwBTaepyLWg4H+uoiAMxzr2NX8rGlqd2OjlTYocHqoL3G+ajh4YEZBYtqEdi+vMUOD1XZF7+8zo6NltuR4cooCxODGgXbcGOCRWNnW3PItKPWFFgs8DsIyEtlY6EY4Ts1A0XA19N4qyuomyzzAAAgAElEQVQUW0xOr11kZ9cvsCPDlXagry6AUY0fUIsJxnH5uetteqDG9vU0hHlQKxWfr88yyD1IAscd4Bpn1i2MrA48pzzXOkZkFdvZ1hzdHzyDnJABQBzPLiwDfF84vgLtMGjnZ1CJLd8jHi/a4XeOiTreC14P+FpKvj33PrZysZUCfZyL0DFB85QQPDYl8d7axNeDS5qSOQbv3E8lPTp+BvtMAvg37p8SOW890HZ1PdT2dI2EHFP5wn3ifRpTifbUqwAumVqIEMRD40IyApJt2fbVbk8nSXI4SZIFV/+/O0mSU0mSjF39f14y+wKWyXnvJ0nyi6vf1yRJ8rHs/ydJkvzbJEnu+wP7EblgwQLyds2gW+VcrRw45p2agaIgdc81iwnFtpbWAOS9eBGt+8FgnDX8ALJKHvhYkAxoqrktBt5KNhikY6H1yI/2EcImTePmLfS66H94b4/t7W4sEhTqlsRCwCM47HvtER+AAxZmAJ1KAFi4qf+5JyBZgEPAK9kBCIfA1fSfmgKTySL3WQE3wAqDMM12pSCRg8oR0Hzlb66zQ4PVEZAFCOW+6BwAqAF4cmYn7AOIVE2yalxVOwo3JFRGv/TM9+zwUFUgN5q9CaCK3cnYKsBAnkEvH8vnTuQ77fXKYXu5/Frg6bu1/dF5aVYIbZc1/+gDZ+Xa0brMZsZLQlYpkEhO88rWiu3LW2xvd6NdevZGO//oHcGtT10RmZAokITVQov3KZlQUphGHJm8weLG9wbPCRQFAO9aSV3d/jiZw2RhNqMWJ2lgEKt99O6zEjV+fzEvGrzPxyhYxzrCYwLR5OeT5x798QrzeePimBRdc7g/aQCe7ytSDesH18G8Yb1kosXX80iAp5zAfrU6K7nBb1B6fRmpYjdYJQqezElTiKnFn+WjehFwDIhWQ9dihBkBybZs+2q3/yhJkp8ls9aKK1f/PkX765PZF/BmOe9fJ0nyu6vfn06SZK/T9ukkSf405bpfS2Zfanz+JEkS++sfjKa6YLHbkxIPJhpcCZ2JBBY/LybDiwnxXKA+aJitwfFlMRm8wLK1gxdYr23VCCHg3fN/VdetQ4PVEZjnRZoD5yG8lFCoEFDiwtonAFsWoEo6mFCwNlDJircf5zPowl91jcA1POsE2lXrAxMPtIPfGfihD8dGyyMAxq4H2g4yfOE4kCN8tEo0XLwApPb31tv+3voAgLa1tNrB/tqgiWf3C4906W/bWlptZmVpUeVsZH3iAHbWjOq8KUgEwJ4ZL4ksF1wIEa5ZKN7IhMQjX1wLA2QJc4D+4roH+2vtwhO32KbcCnu14oHgggU3NbhwHeirswuP3xoK/k0P1ATChfGnxdQwqVBrx862ZtvfW2+f/9XXbW93Y2iTiQ7A+1Rn3o4MV4YxMRnUAH8lJCCJsDbwPvx2aLC6qIYH3zMmDgq2JwsdRfVCuMAl32/0kecI7bDWnt+hNEDL/UShS5CXI8OVoR3NvIZzmYxzXzySoHOKeeQU3DxXeP752eS2eK7wfiNTmSpJlHwoGVNrBd4DdkHj9Y/Ph5UV53kKBP7O660qaLTPPH69h2mkQ5VcamXR37xzlBCpss1TmvF+zwKi8R/4PSMg2ZZtX+02kiTJ0at/S5IkeTBJknNJkqy6uv8fi4D8+Gq70eevfzAaVUJ/o2rI3qkZiEjFlxEQLExq7WDLBKfbnatIoZISLHgarK6kwbOCQGunhEPb8ly32KrAx8E1yVuMYeHgGBX4zWOfJ5RYKKpwYS0WWytYkLB2E8ekaeP0HAYS+3oa7PhYWSQItza32ceP3BkBIRWiSggAolULyn1H25tyK4oIDvebQYwKT9akAjQyIMPY0C5cntAeng9uY2dbcwigVi233icGO2jv8FBV5HfP5OPTH98QzYeCVQYurOkGwYBWni0se7pydnioyqYHagLxOL12kR3oq3NdqtTaMNWZt482zLPLz11vB/trbU9XLrhBffzInYHYYO52tjXb2zWDAXRAaYF7BfcaEI0drctCumEExh/oq7MTq5bamXUL7dKzN9re7sboOuz2xcQEYwZxOffQ/ADc1U2JU+7u7623fT0Ndmy03A4PVRVZNxSc832B1YLremD+uaaHp7XW3/hZBMHjAOgTq5basdHyMPZtLa12eu2iyHKjMURMUhS86zuqzzO/5xiLkgB+JuGyhf2w5uh6wxZCJmIe8fDeAc9SdaCvzs49fFcREcFY0T7Gi7WW++QRAb6+zpt3P9EfPt97fzFfCvL5OCiruG3vGO6XKqDY4pNGKni/yk7MmafUS4v9UKXcy+VjwSUThEOLEGYEJNuy7T+M7WiSJH8mvz2TJMn/c/X7P5YLlmsB+ZeSBeut6vujWiAaw+ERERCAtKKDSjA0MN37Xc2++pksdKRaKJg8gAB4sR3aPlsc0D4IA9rgxVpJwuZcV3QNdpnScaj53TOFeyZw1WippgsCB4KFXQQ8AoJsT7AE7OnKBfDDIJjBNF9HhTn82qExRfYY/gBIsfbRE74Aep5Wj4EOQAuuy31hcMFBv9uXt9iBvroiQgLgrlpZ1ax6Vh9o39XFZX9vvZ1dv8CtG6IAhvuytbnNjo+VherzCrC3L2+xoyMVduXvv26Xnr3RpjrzkcsXjuOCg6i/AcvJ4aEqu/zc9fbFL68LRIFrkzBBxTy8XjkcrB9QWiiYY6DILkdoc3dHIVhHdrU32a72Jju5eonNjJeENLiwcGA87CoGcruzrdkO9NXZ+UfvCPEMmuIWWbm++BfXBaLlWRT0PuC+4lqwKvH4MKdKYBR04vng+cHYmGBhzNx/jfdgTT1clrRdHMPWNbxrHthHzBP3kYkF3lslKpqaV+dzIn8tuxXPt7ahFhMkFFAirvPgEQB+N716Kbp+8e96/9OsHbreeuAfpEfJgrfe8xqqlhFVfKSRDe2fR0DUosHHqFzzZJBaUj5omK0Dwi5Yv16y2rWCZC5Y2ZZtX/12Lim2UjyVJMm+q98RhP5f0P5vJ34QeiUd05r8A4LQ/5oKEb5Q+qC9W9sfuUixdYFjPLzq6BP5ziKyoZYRBvuelYStEyACagHhhdIjJ7xfrRJYTCFosI9JEGvRdLFli4hqh/jaEJTcTyVKnjDTtj+8t8d2tC6LwDeTEVigFOB7ggxtsIuSp51TVwQG9CyoVQgrcON6H3x9dmsCuGRBr9pbFnqsaWeyMT1QU9QO92mqMx+ds315S/Tblqb24JbC7XpARcmIFxjM2lIG4h6x4WMBmI+PlRW5VzEQh7Xj2Gi5nX/0juBuxAAdtTRgddjV3mTTAzV28ambQvVxWHz299ZHLkA8h9xXaDyRhveF0gft9crhIo2wzj/PBZMzJlUgRwf7a+3s+gV2aLDazv/odtvdUbC93Y1RH3mcIAFwFUOdDYwF1oajIxV26dkbA9FiLTuDWdSGYGC7pandPtowLzwjPAZkEdOEDR7BVHAOAoGx4L5xtivEwOA89J1dpmCZ8MisauXZEgHXOpCL6YGaMA6O8+Lz+XnW4p68FvA53v330i6jv3u7G0NqYJ2vzblZl64Tq5ZG7koK1vGea3C9t/bq+sPvPCsYuI9pa5RnhcC6zM+ZkiVWWnkESNcfJTAYP+ZUx6jySwmJtqPtq/yFXEY8GEiIul0xGckISLZl21e7/W2SJMeSa2l470uS5EySJP8NHfNkMmvh6Elm3bT+t8RPw/t/JUlSnSRJQzJLYP5BaXhBQF68e6W9XTMYkQfP+sFkgS0eOJ7BPKqlM7nggoPqAqUEhPugJMCLG/E0RF9mTtZ2GJjrOeizxpl45mkGzXN9V80WL/AsDGD6536owP3w3h5X+KjlQ7VfKlQ3Nl7LuLU5d61OB0ibtovj0RY0jyqQGRh5REk1kirMN+VW2MzK0hA0yoQE5+3pyhW1xYJdQQlbeZjAeUKf24ML176ehiiYHppstaQwwdOYGgDDmfESO712UbBaIG5ib3ej7etpsAN9dXZ4qCpUCEfND1xPycfJ1Uvsyv/yreBOBVcqjg/RoHGeTyVeH957LQ0vChG+Xjkcxs2uMR758Fx7dD+PAeM7vXaRXXn+j21mZWmIWWFSxufCPeqjDfOCRQokBXMAEof50EBsjIc19twv3Fscj4xpSAbgkQ9+tvjcrc1tgSBiHEhVzCCdx4mgc+6fFxzvkWd9B9llEVYkEBuP1Kg1R9cPfm/wYdcxLoLIlhv+rr95ChFN4qDrHcYECwxbdtSi4D2Peq/Qbwb4ntJHyRiv9Wn3hu8Rvw+6Jmu/9Xzuj8oLzwLiWfVVweKRD5bNcL/SgHNkw8L3LAtWtmXbV799K0mSv0qS5P9NrhUi/K+SJLmOjkEhwpPJrOXj3yTXsmZhuyGZJRwXkyT5JEmSf5X8AwsR/lpcsNRFCp+5XLIQN8IB6N5xaFNdltgKsrFxNk2qalpwDJMKPV+1O16sB8eCcAwL+pSmIWLBphYJz8KhmqeNjdcyWSmxUA2akgQcn6axwkddL1SwoEaECi8IG2g9FdRzdhUlS6r9Zm0sn8PXQf0HJjs8vzp+vg5rrtmVhgG0Ehn8BlDL5+/pyhURDo8Y4Tu01h8/cqcd7K+1LU3tgfhh/JgDJXh6HfT75Ooltq+noUizDyLx2U++Y5///Bs21ZmPyAbGA8vJnq6cHR8rs1NrFgc3p309DSHuQUmGztuWpnabGS8JVgT8xnPJ8R+/Kx231ypHbFPuWnY0Bo9s4YAlAqCaSSD+Z6Cv7kG7Owqh5snln33TDg1W27mH74osCBwrsacrFwgizxmPf1tLq51YtTTKOuWBbrWWcNY0/HZ0pCJYabQNBqKelQDWHyaF0wM1Ue2YyUKHHRmuLCJFTKzxPDLR9d5D3qf3i92fPKKBedjdUYgUFPreMvFG7I66rKGvrCSYHqgJ52kMmRIpXIePU+KgWeh0TdH7gfWRCd7mXFeUtpvXQyVg3hrC67paGPk8Jj672puK7hvPrfdMaRt67zXmg2UdW2h1flSZBxn3Xt19YT3wLB8gHpkLVrZlW7bx5lZCf6v6/ij4HIsNx3vw4pNGMni/FjPU7FpqUYEblFonPKuEkhcmEkog2MKh+zEmuHylnceaI+98PXciP+uGBULFJGJnW3Poi6eZ+qChNxLQaVYdFW4A3DvbmouIAvslQ9BAILLGEUCINZr4roKJBdxEvjPU+8C4IBy5wOC+noZIg8nCVQkZC0QGFtBeAwiee2h+ZFlQlxjWbAKYILMP9gO0KiHkNrY0tdvhoSo7PFQVAR8AWm5PQQCDBBwPVyt2oQKx2NnWbHu6cnbuofl2dv2CUDiOszQd6Kuzg/21wVKwv7c+tMVWAgX1+M51M7a1tNqpNYvt2Gh50bPnWUB+W7LKXq14oEizrmCI55wJBzTuGC8KHmo/MWYcN7OyNAQm7++tD8RMXYQwbq4Kz+OaLMwWxQOh8CwhDI55H0gag9LdHYUQR5V2//U5x3cQCMTx7OnK2eWffTNyFQSRTHuezz96R0SMeKz8nun7yKQA883j4nnBtfn9UguAvjMo5ojsZCA2+v7g+liT8Cwo8MZ3tt6gTyhsyuRIM3t5ih4QD10zmFCo8oDvp0dAcE0orDAmHYd3LlxYPZKkSiY+l+8Rnh0lMSobvTWdZRGO0d/fre1PrQPCZOQ3S2djQzICkm3Zlm1JkmIB4TogTBi+rPK5V/+DCYJaU5h0MAlRFyl1j1LXKbW0eOSBSQRrpdWtSi0gGtMBjRQD4zRLCQslTaerVgNe+Pm6DOpV28UWGQY0mqWK+8LaP49AQNBDww9QoEJUrSpodyLfGbmgqMYOhIbJjY5HhTauyYBrsjCbgedgf20EktQ/nwEgxsSa10OD1VG2K9WgqmYSLlcz4yVRQDtfRwPNWYuMcQAY7+1ujIocAvgh3eyVv7kuaO+R6QmxDvhteqDGLj55s51aszjKHKUWCPbZh6WErRHsHsX/KzhCDAgAxwulD9prlSMRCJoLjHmEEHOC2iZICcwxKXzvMQ5o03e1N9nRkQq7+OTNwTVJx425RdA7jxXXxzPEKWr5mgruNue6QvwHEwE8WwDCCtJZM66E+sSqpXb+0TuCVWt3R8EOD1VFREItLzw/U515OzpSEYA9wLcCafQh7X3hCuUMzPndwPWVCPH7yqTx0z//rn3y2G1RVrXJQkeIQdna3Bbeaa9f+jxtyq2IiAW/6wzwdR3zwLgSAhAfzLuSN49ssWWDFUK6xuM3PMNKrPAuYH49S7OusRsbu21/b737XOH67NLL666nOPPIB1tLWE5xTBi7XjEpwb6MgGRbtmVbklwlIL9cuDIKQkcldFgxoOUAuWA3KbZqpKXRZZcrPs+LCWGiAU27XhMgyEvR630864RaEjyioi5dICY4HxXdsRjz8RACENxswUEbrNX78N6e4BrFiz0EB9yTGNRx1W8IFRZmnmVEg8L5w1aHfT0NAVwj642nHYOwZRcouGIo8WFrCveDBbySEu7b0ZGKMD5otDk7F4KAGZBhn4LEyUKHffzInQGwa0adtPlBVqqLT94cxbt45Af3X0Ew+oo6EkwWoL397KfftotP3WRHRyqKYjtAOj776bftQF9dsNgw6GZQj/sOdyzEkyhYZCKp/zPwAeDgSscvl4+5BFLB7h+yjwnGVGc+BIxrzI5ac+Dis6N1mU115m1mZWnIWsUgGfcb86bWDlgx2BqllhA8QwwG+RliwqNxCtyWN/ZtLa22r6chxLjgvjOxnSx0hMxoDK7xF1nO8G6hDQXZGxu7w9wxYeV3mZUG3F/85XvDZJHBNCxCcE3c0tQekgKwhQvvKu4pB8OztYhBvhKUNILlPd9pllwmNvyesKIG+5TE6P9YJzGPqvABadCxsVKH1ySPUPEY+DclGkxCPAuI50bs/abxnh4ByeqAZFu2ZdtcW1El9N+WrIpiQOAKpS5ScA3C75oRS60fvIAxoVBLCC9wm3IrioLPNzZ2F8WBeO2hz94CqwuqanO8tj2SAbKAPmFRB7iGewNbMiCQ0kAuC0QcB/ccaM487R0sNAxumGwx0E8TmiANDMi4GKDXRxaEAMeqmVNgwtYPBmQQxp6wBRjhY9n6wORhS1N7yIjF1hJ2/UGBPRThOz5WFqX4VKCAfqOgHgNXWCxUw6zafWizd7U3hcKHrMXe1tJq+3vr7eJTN9nxsbIAkDkmYvvyFjs8VGVHhivt0GB1kaafr41x7u+tjzJCqRbe0+oyiGNCjWPhgvW70nF78e6V9nL5WBTn5AFCbTcNhPPcMYlUYsJ+/focbW1us0OD1TY9UGNn1y8oCjJnsA0rkGrxtzS124G+OpsZLymaNwWl+A1KBL7GVGfedncUwrlM9vke8FjwzKI9/k3JFPeJXdd2tjXb0ZGKcDynuuZ+72hdZr9/+vvBGoHEBpOF2eKIe7py0bzpvWICzwRGj8H5eF6ZdGHtwDEc58LjU5KAfbAKeiRDf9PnU4mDAnwlOFCgKNHSZ1nfLVa08PumlhlcA8QVa42uuZytTq04aYSI1260mWbxYPmhspPlK7JgpZEP/ZsRkGzLtmxLkqsExKsDAlLBmay05gcTB93PVhEv1a4Xu+GRELYcsPsUn8tkhxdZb/FUsO8RD26HLSlMIEBA9DcIiA/v7YnctZiEgLwpOVLyA6HpuQDoWBVAKrFhEMAaNxbqsC4w0Af48DR7qp2D7zoLchbWk4WOyMdeLSQeKICghJsSBLICLz6XMxQBsDL5QMYoAJ/9vfX2xXuzBe3UCsLj3N1RsJOrl0RAFjEYCqgUjEDj/tlPvx0CzZV8zKwstdNrF9nujkLI1ARwB/IxM14San2kuSYBfLJ1wCMdnlYY4IWJst7/Dxp67dWKB0IGrBfvXmmvVjxg79f3Re0zsNL5ZLA0FxlhcqkEgzNOeUQFxPDs+gV2oK8umjO+h9taWkPgtrpdbV/eYocGq4uug34oSAUh5TiNLU3tId5JlQA8bh0Hni0Ex8NlTwOjuQ9bmtoj9zFkEONng+857tOO1mUR0WIrBGqmMKlS8sVuXkxUeF3SPnvvD85nV0m2RPDzyUSCyZg+37yW8jPGiga0q88hW2SVULF7GoN+7qP37Os7wPedz8PzytZiHI/02VrjZGNjd8jU5b1nKhPS5CWTEZWbngxVC4jGg3AcSEZAsi3bsi1JnDS8iAFRq4R+x18mGRwDkpaSl9vS/dz25lxXkcWBgZESGF4kQQA8kzHHMHgmZrXU8GLrHafXgYBQC4VacXSx176wkEIgOf7nc3AtCMI0i4pHIpgAKDBSjTcLc9US4nzOgsMC/MLjtwYAff7RO0IAJgLwFQyoNo+zE+1oXRa5ngAIqKYUIAiFECGkkdqUweLhoaqQRle1p2gTJIaB0raW1qI6BZgHtIN90LSfWbewKOYE4I3Tw+Kzo3WZHR2piFyCVFPPQO2jDfNSLR2eptbT/vJHQRGOe6V8tIiAgLAwWFQttoIxvW8eIcJ3/h3PuxIG1sDjN7hBobI7u14xWYH7m5I63DuuEYNxKRnAfTj/o9uLrBU7Wpe5welzEbDJwmy2LWRUw3PHdUr4eWNXJvQPLpQAtdpfXEdT1aIfID7q7uWRQo9sKKHkd0rP4/ca76kSWV6DeG1i64wH/tlNDf+jSKr33POzxvPKRE+VMNwf7xn33juP0OE7pyv2+sj3gufFIx/qboZiv16Mh8oqlVfqngyFhLpbcQFCYIyMgGRbtmVbkpAF5PmlP7Tnl/4wFCKE9p5JhVoLOMZDv3vpeqEhZTDuxW+oq5a6TKlrV1r6Xc/6kUYcANI9tzElKRDU2qdNuWtWBBAD73o4F4De++BcjzAwIcJ+TvmqlhEVziyY1ALBwHFfT0MR8OQxsdYOQIsFH1tWJguzFcY1PSnmHSRLhagK3J1tzUWWCgYA3H9oohmgI9gVVgfN7sPX4/MY1LGGWMEyB8TynKqrFIMaTiHLma9AWJAxSMEv94+zP3kgUsG/AkRPY6tAip+Z1ypHQiX0V8pH7Y2qIdvY2F0UAM9AnvuuIDHto8BMQazOxd7uxshaoUQCROTs+gUh6xffE5AV/M7xELCU6LPAfcG1OMCaQSsydfHzhjnVcTOJODJcGd1bds2byHdGrlogO0zIuEYNWwPTyCKUB3jONSAd7xX317vv+gzpPeGPPh/6Xs/1TOKDdNreM4/vcEn0gD1INJIfcD9g3cX7wvOG9Z7X1k25FVFhUu03ZAETCW2DM/rpmqlzpAQDx3lkTddyVYCp+xW3rTL53dp+e6lsthAhgs35b1aIMNuyLdu8LRAQzoL1bm2/7WxrDu5NHIDO5ILBP6fe9YiJkhiPwOB8BfbqHpXmxqWkg79/eG9PESngvgCkMzFgC4iSAiziShrULctb5NFmmhsWg0FoLtUCxH2CAOP9CipZAKkgYpAMggBAqxo1tjSpRlrJEgNd1i6zIEU7h4eqioCAgjOQBgbeCjDRNlxHGPAwqAAhYr94BixMYNjCAlDBLiaeRlOBmQdSkQmItfC72ptsZrzETq1ZbDMrSwNIVqCN8TJ4UxCbRiR0nwfsPSCsBASg47XKEXu3tj8Eb8Na46X+9QiJEkcFojoeBXR6LuIJmFjyvYCl6GB/rU115iMSyq6C2McgeU9XLooB4nnB/3w8kwQ8U0gGwL8rWNe54DgLJsH8fjEB5bikzbmuyCUMSQjSXJZ4nuH6OFnoCFaXbS2tdnrtoiKLA/apu5a2q+8Yz7veT51bJiO8Luztbgz3TcE6EwuQC557tVbrmoY2OYicyZy3/vGzmUb4EefI+3iN1ueAFR7YBzKray/3Awoilj2esotlrMphVeaxbH6v7j57pXzUzXqF/9kSkhGQbMu2bEsSxwICFyx2iQIB0RS7TCDwgWZHY0jSLCKeBSTto5aItN9BHjzQr5YQdnny2oWm3+uLtgFh5FljUAPEs4qohglCEdpY7huTDhYuLNjV+qFCC8QG7QAonlm30GZWlkbuGEwUlCChr3BNYaEJgQ2hqQBIAbEnQHEshDDX64CFAKCH05ROFjpCtif0AxmysF/jNgA0WNife2h+VBANAIddRlTjyfMCoKNAAiCUyRRA88x4iV186iY7/+gdYc74GFhI9vfWRwDU0wp/GeFIA56s1YXrGae73dLUbm/eM2SvVjxgL5WN2VvV99u+nobQ798//X072F9rp9cuCrEPu9qbQkYqxCVwZi8mKGpFUTD6ZWPBh7NGqeYdWvz9vfXBxYkD1eFnf+6h+aEdTgZwZLgysq7xh+dysjBbnJAtZpOF2Qxs6qL1ZcSQC2huznVFJGZTboXt7W4Mwdt4zhjg8/OGuVeCh7VQyRTOwfWRmY37OpHvDJmtlFjhPWFXTbSjx/K1lcynPd8YG5ITKPHn93JTbkXUd1Yg8PqKY+YiALiWxr7xd4986DFYxz1rBZ5l1FbitVKfGW995j7wuayU8ywbrHBTN2fINy8Llma++l3peFaIMNuyLduKtpCG99dXs2D9rnTc3rxnyN6pGYgsIB6J0PofXvVzXqQ88sH7lVyoa5VHOjwXLe6DRyagDeM2ACqVaKgGzdMQ4aNEQdtgcD1Z6IjGxws+hJma5VVwQIgB5B7oqwvEggWppxmDMEJ2nq3NbXZy9ZIA7CF8vXNZsG1f3hJlymKBCUIGzTGDMhXCaklQMgO/fYAAZIACATk0WB1pUBm0Tw/URIGZW5ra3T4z0OECefgdgbqq1VXBvim3IpAPjB/9gvZZXVVgIbr8F9+yoyMVwfLCBGSqM28XHr81AsoeIGNgwiBILQXe/wCquzsKtre70T557Da78vwf2+6Ogh0ZrgxE7p2aAXupbMxeLh+zN+8ZsqnOvH20YZ6de2i+nV67yPZ05UKq4V3tTXZstNw+/fENoUbFlb/9WrinmBME13NxSXWPU1Cu90CPUeuBN9Zjo+X2xRXX5MEAACAASURBVC++FmJtOFAddVqQMY1JCGqppCUDQB9BHNmawpYQJko6JiU36v7FrlEcp8CEAJYQzAUTPSWv3vU5iJ2JlBJDXAMZ5pTc8HPIigTsR6zXh/f2BJLC5zKZxDh5HcE+zIe6UOHdZ4LN72ea1RVtgYzzfDG54LVWn0/uJ4N+JgxKcPSeYB/O0/vH+701lecLcpCVVUwsuF8qB9ViwpXQ2dUqrRp6RkCyLduyLUkQhP6DUfu7Javt10tW2wulD9pb1fcX1fXwigiCdLA7FX+YSLxb2x/AuxeY7hEOz/rB/6Md1t54pmKN52AriZ7nWTZ0P9qbyHdGWiHWQKkGiYXfXK5ZAGEA8SpMWADBh5jJiI7D05ipSw+EHIMMrz0lBtAkqjvSRH7WKgI3D1TiVaDInzTigfbYtYJJAfvpM8BiwD89UBNpMz3QrlpNDnzHbzqONBLABAPX3NrcZnu7GyMwiA8C0JHVhlOpMvBENibvugx2lFDhPisQZrB8oK/O9nY32q72JpseqAkWll3tTUGrjGM3Ns66YL1SPmovl4/ZqxUP2Ds1AwEQg3xyFi8Oskcdkx2ty0Ll88//8uv20YZ5dmy0PKS+1fGqNcMD7N4HxzOJ5ed9+/IWO9BXZ8fHykI6Wo4B2dG6zM6uX2DHRsvDvADs7++tt7PrF4R7zuCWQSisbiCmk4XZ6uuXn7s+WPZU448PW+HwvHCwNuJSuF0OWud+qftRWkA8x41w37a1tIbUvnie9DnEs6xWg7T7hbFsX95ix8fKwnU88on/kfxBCQjeVa5ZwuSFLQP7e+sj0M5/054pbw1UgsDX4H6rckDXHqxXc61PqujwCI668Wq/eF3X3zw5qERF5QLS8L5Q+mDkfsX/Z2l4sy3bsk23qBL6r5estt+WrArWD85sBTKysbG7yALCRMTLeKWpe9OOS0vBC6uAkhI9J801i60W6L9nPUFMRhrh4L4peYAQ50Vd3b8465Oej/MYXHtERoUFhJSSDiUg+AAIq/ZOtZ4q0FioQaCBrKjw3tLUboeHqmyyMBu8enL1kqJrbWzsDiBBSZYKa5zLWkkcB6sPwA7PH7TM/BsXhfM+k4XZGgRsvYDLjdZRUAsKkw0GjMiihFSvrFmFuxi7+TBwU6LAxESJk2pD+X4CaCN9JywNIApplcOV4OE+vFE1ZC+VjdlLZWP2SvmovV45HCyJIBzsvsWWAxyD7zvbmu3QYLUdGqy2y89db2fXL7ArL91gF5+8uajeB/dRx6qAi0kqnoctTe1RNisG0jvbmu3wUFWwruF41Gf5/dPft0vP3hhVZ9++vMV+//T37fhYWeTyhPnl+4QCiXzuocFqOzZaXuRux+PBXGIfk2G0w4AfRQjZNRPnglAyoeCsbPwcqxIA7bD7lroB4hjNGKcgnn9TyxB+AxnnOWRCjnUK6wK7NbIiwntPtI+8DmENY/fJNKK/sbE7Os6zyIDs8DrJ7ajFBOPU4/QdZ2tLmtWDvysJg1zBfKtl44OG3iJSoy5e+B8ERIsPqlUkIyDZlm3Zhi1YQLgSulo+0qwhSkDmOh7ngACoS5ZHLj5o6A1aOCUCnnuWam9wHH7f0brMtaToApvWFwgL77q6qKv7FIM3z9KCxR6CnV2WtF9swufr8vUhcPQ4BiWwCiA1qEdwWJApcDg0WF00bhwDAT49UOOCfk/oK0DYnLsWPOuBbAaX21pa7dzDd0XBwafWLI5cOVigq5DGNY+NlkeuGwB0DFTSAAkfw0DpxKqlUaAzQC3qpmjbOAauSEomPK2szou2t6N1mR0fK7Mrf/91O/+j24NrlLrT8Li93/EdBARFCN+oGrL36/uieA/EVTCYV5IF0AkitKu9yfZ2N9rJ1Uvs6EhFsIhw0UiuK+MBtLRnja1O+3oaItDOfdvZ1mwXnrgl3B+QpAN9dXZkuNLOP3pHsCTwvTw2Wh6RJViWGFxiLjiuZk9Xzj7/y69HAc06Hs0eB2sKu4oxkUBCAybe6C9qiUwWZoO3T61ZHMU16XxhDjGuHa3LggVCg92ZpMDCoGSASQM+TMyh2Dj/o9vtxKql0b3mfmmMBxNTxMvou+W9vwr+sYaxq5oqh3g+mFSlWVT0nqorF47l+dbzmUR4azPGogorfDxChvvAclBdh9mtN81lSy0gmoYXLljPL/1hRkCyLduyLUkSCUKHC9bbNYNFlg8mDEwivCxZXoA5yMPmXFeq5QOL7FxWDdbOqAsV/IfVssCkgM/HMQDqnvVEtf9qNdnY2G3bl7fY9ECNqy3C/7gGH6PXY8E4ke903blYALDrE4+NhY9aTvCdfbQ9AazkR0GDEhwmWmgPACdNwKsAhbsLBPv25S0BxEBoczusYUUsChdQYy2wJ3h1vEp2NuVWRD7qDBKUoLHLB4PEz37ynagoIAD3hcdvDYHzfD2AN645wARKAc9cxAzgePvyFtvX02DnH73DZlaWRgCUQTlbnPBRSwi+f9DQa29UDdnL5bMWkLeq7w/A/shwpZ3/0e127qH5dqCvLtQ5YRKSZmkBOId7FqwoIABXfnWdzYyXRBaBNND+ZWQR1kAGtAzST61ZHCwwTBhQYZzHsq2l1c49ND+Kl+B55PnEsQjKRz9gIWMg6wFl9H9fT0MI+EZ6YQ465/P299aHOKnJQkdkcWEXK34/GYSz1QEWTi4QqM8qiIpaQfg549/5OFwHFeTRX7XKMLDndXNz7poFRdceXAvFWPX903UBx6A/eG6wTumxnkUY/dqUWxFINr/THvHx+uEpG3QOWP7oms/3V5VGLDtYycYuxCyHQFrQLseAaNYrtYpkBCTbsi3bkoQIyN8uXmO/XrI6VEL3As6xUOEvYjs4DoRJi5dmV0nKXJYQXRB5UdT4DiUWerx+vNS9bGVhNyuu7aDtgzhBS6TaIQbP+B/kIs3HFqBXBQHHmygBwbH4zu5NEFrwJWdQw1pktoKwVoyvh/NQhIsF3eZclx3srw39Uv9vHA/LCwu1TbnZgPiLT90UgOqx0XLb291Y1Ff0hTXG7NoCFxWee3VtU3AHlxkGOCqw0QcFBOq+MlmYDboH8Gbt+raW1mAd4LSqPA5N8argQ8Epf8fztb+33mbGS6IChrCopNUkYSAJzfaO1mV2sL/WDvbX2tGRCpvqzNv+3no7s26h7WhdZq9WPGAvl4/Z+/V9tn15i51as9g+eew2++TCP7Mv3rnLzq5fYOcfvcNOrl5ihwarbU9XLgQpszuWumWBCDA52dG6zI4MV9r+3vrg0sYWB49sKGhV8MuAF/cX7/O2llb7+JE7bWZlaVEQOUgJWxbwP6dORrsMhrc2t9nRkQr7/dPfD+dvbW6z6YGaojoj/FHCxUHwfM8869VkoSOyRgJIY47RD8wfWwvZIohxcW2Sify1THjcX8yL9p3vDRfa4wxbsMoyiVHlhSpPNjZ2R+NT5YG+y+ijEijPCoyxs4LEa9tz/cIapCSJ10B9VrUfHtnCdyUJSqZ4jUaMicopliGQ8ayEg/swK+pYJs0VhA5XrKwOSLZlW7bxFlywuA7IW9X329s1gy6ZeL++z96pGYjiQ2D92NjYnUo25gpW9zJWsXsUA3/PRUoXTbVeeK5ObHXhxdgjL7zwssaI/wdgV7IAwHGwvzbSQulYWFiwGd2zfHx4b0+RDzTGhWuqBow1eUwYWPPIJErJgYKZ3R2FSKADeLNmmkEX91WFK4Tp/t56mx6oibThDKgV/DOIYLecA311IQaFx83nsVDf1tIarsvgyNNEKoBCX7U/AK04BuBweqAmZNdSLTMHKCuw8ciGB06ZgHGNC/SBYz+YGDEZQMarcw/Nt6MjFXZ2/YJQRBL9fre2P1hA4IL1QUOv7e4o2LHRcvvsJ9+xC0/cYtMDNbavp8GmOvOzaYZXltqerlzQyE8P1NihweoQ3I3sV2otUZC/tbnN9nTlbGa8JLLoKMDz5pFBNhNItgTgmtMDNSEoX4P3ERvC1evZ7ZD7w+lmJwuzAelIUYyxHeirszPrFoYUxTiWwadaGXBPPYuFAmt2AwRJxj1FNi19rhRkq9VHCYwSZRCiTbkVobitvn/4sEsZLJ/7ehpcsO/1je8l2kl777WP+Os9K3zs4aGqKO5F10d80vqp7yz3H/OURiC070oudG7TxqHyimWOehmwHMI5Slo+vLfHXirzXbBAQODinblgZVu2ZRu2KAgdBAQEAwRE63kAwGsw+gcNxZmxlMBwILeSD7ZMsMvWZKGjiKDw4skLpcaH6LFKEtiNiPvA7XnXZeuJmqV1ocZvCuyVgEAAMoHQMUCQcH0MJl58LR4LA3+2DOzraQigWd0H+AO3A2hz1fqC9iCAOYUtW0JY6PJ4mLyA4LBbkwp8/IaCcQBF+3vri4Js9Tz+juxSDL7UHYXBEgtyxGmo9QNpfxkQbl/eYmfWLbTPfvrt6FoT+c4Q4+CBEo/8sOaeAToAMWesYrC4s63Z9nY3RoQAgdHHRsvtxKqltre7MUpDy1YJBnFvVA3ZK+Wj9uLdK+2lsrGoGOGu9ibb19MQ4hLYpUxJz862Zjs+VmbHx8rs8FCVXXzy5lCAUYPY1WLDVpGLT93kWh484uj9xT1iCwKuAVdAuMwxqZxZWWqn1iwONTnwO9yrmBBgvHrP2HL38SN32kcb5oX3h60Z2m/8DmsBjvFiMlgpgGsf7K+142NloT9ezAS/n5tzXSFjGMbz0YZ5UfyO9pOLNn7ZOJjM81oC4qJt4DglAgzk0W9N28uKD1hkPYutElWsLVzXyFMI6Dus/fJIBJNKXvt4nfTaZyUY1jRdw6FcwjggH3DcZMF3X2YZy+NhazvHgHhB50pGMgKSbdmWbUkyBwGBZYPJBROHtEBzDkhXAuJZQL4sGN0jAXwcL4aedWRzritaUJVseGTAuzZbA/gYLObeos3kSM3deh0IDwhxPZ6FBcCvWkfwd0frslStGQvevd2NkWZWBSILRqQZheaU+7ixsdt2tTfZpz++IbigoM4GhDWEK4Q2j2lLU3sIIGfAnAaGmIAgKBltwwUM4/FcDng+tKr1ZKEj1GFhAuJZk9hCAwB7aLA6AqMAyQf7a21Xe1NRtiO4Ranbhne/0D9ovRHkDRDPoI1BNKwahwar7eKTN9ulZ75n5x+9wz7/+TdCQT30iwEzEyKd/9crhwPoePHulSEOBNcDsGbywHOl/YP140BfnU0P1NjxsTI7MlxpF564JbIUqJafSQIsX5wGWUGuNyYFjqw9V7KDjGUYF+75zMrSyEKytbnNzqxbGAWhc7s8Bg5M39XeZGfXL7BPf3xDqrsPnhvuL6d3ZuCN8bI1BnEVeNYBWEGI+F4z+Ua7OB/j5DEpiFeLHo5R0sDrA5QknGoY+9klk++Pkkyco7FUCvwxJn5e0sgrj1efGV5fQHR4/WSi6xEVzAXeGR6TZ9HQ8/Q6LC94v67tnpWf5SHLMl4H+fx3agbslfLRVAuI1gLJCEi2ZVu2JYkQkOeX/tB+W7IqqgPCJIHjLpiAMLHQLFh8/JeRDyY4SjTmIiRY9LGYqrWEF1r9PW0fvjP5UhLmkQPvmqx90uup5QKCh0kEa8A25VYEgOwJlC1Ns5WGeU4YTMDPe1tLq320YV4EElW4qJCGYJ/qzAfNG2vV0M5UZz4EjXIGKbh5sGAECUDNELjpQMjDNYXBF2sLGchqZWgFHPodANIDGJ6wxweAngEQW23YerCjddmsVn+8JNJ2Y//B/to5ATHfC8zHrvYmOz5WZl/88+tsZmVpVPRQARVcv06uXmJn1y+wL96bb59vuttOrVls+3vrI9c1BWqe1Qr3jgnIC6UP2ktlswUJ+b6w1cIjIJ5FA/MCIntm3UKbGS+xY6PlISuVWjn4mjiPXabSiJQ333guONUu+rilaTYd85l1C6MsWCAnTJI25VYEi5PGQeA5UMsEW4XgpqZpbvFeK5CF1YXfGx47n8MpgmH5wP4vc0NiogAFAPoIMoO28Ozwc6AAHsfyOoVzQYo5PsW7j+waqP2cGS+JSBy3geMxB5tzXSGJgCogdB5VEeI9T7hXOg9pxILfX6x5uibjGHanZXdf7o+nTOI11FvvlYCokov7wHJWg9D5w5XQMwKSbdmWbdhCEDrqgHAQOsgDXLCYgKiFxIsVSSMenusWu13x9zTrhOdmBc3Pl2XRglsSFlycp0SDNUJ8vGcVAYBXUsDCCIs9+qcWEgiHNDcufGe3A72eahs9AQTAcmiwOmgVd7U3RUSKyQ8LNG6fj0XAJ7tyAGxhDrjfCqrZYgBAs7HxWrYuFuI8BhbIHOjJgjYNTBwfK4vAEILDGWSw+wjaQHA5ABxcdxgYA0ieWLU0BJYz8Tg8VBVAp6cRTQMmyJj08SN32uXJKjs6UhFZjhTMQ2t/5W+/ZhefusnOPTTfzj18lx3srw31QDwCogBXQdab9wzZi3evDAQEFdFVMz0X0eB9CvBAJmAhOjRYbed/dLsdGa4smjftO98TBfsKUHW+uR8MXPmeTg/U2LmH7ypyDcNc8jiUMAHkHxqsjoK7UZ8DY9/V3mSXnr0xss55hInJ176ehmiemVjoO8b90n7rc6eEDe3jveM6JEh6oP1Tt0BWQuDDFlG9rwhyVwsL5g6WJl2rQGaVhOm6jN+R9cwjqbCm8pqj90MtbyAhmG9WwHDbfCza9tYDHjvLF51PrH0qx7gNlo1oL81dWT9YwyELEQOimbA4BiSzgGRbtmUbb4GA/N1VF6zflqxyA9DV8gFSoiQEv2saX488MBmZyHemWjvY4qAEQOMjsJgCOOtCyQsoA1hdXNNMz+oGxkJWQTuDd96nBErJylzapw8aeoPgw1+dA74Wf2ftG2v5IPTQvmrF2ArCxzKBY+sAXDoA/NAvFnJMQNhFi9MDAzTh+uzHDRCE/iPGQQUxkzQlIAowNbWmAm+AHQZyu9qb7ONH7rRPHrstAlnbl7fYJ4/dFlllAEB2tC4LGnoGK3P9xXh3tjXbJ4/dZocGq+3wUFUUaM7XmOrM24G+ulC74mB/rR3oqwvB6VxxPY008O8MsDDPcLt48e6V9lrlSPSMwBK2u6Ngu9qbbGa8xPb1NIQAa86ypW4y3BcGz9uXt9jujoLt7iiEOh4KShUgTnXm7chwZeQe5ZEqT0OO8fBzAlC7q70pZKxi0M+FE9E3uFbx/IKAaLsMvpkgphECJvh4rrjvOFcVA3Ddw3t1ZLgymjd24eL3xku9C1K2tbnNPnnstpAwgufz9NpFNj1QE0icZ0nAmGBdxBiUEHPMBr8b3vygf2x55HfLI1dp/eJrMAHQ87m/aRYr79pzrQEeKUT7ulZ7pA5rLvebiQivx5BzLO9YJqi1BBYQjfXw0vFmMSDZlm3Zhq3IBeuF0gftnZqBopiOzbmuyHLBx6RlvgLoT8umpYHtICqThY6wuKWRD42fUJcmWAMA5Nm6olYNBvFYnD1CotfgBR/AWK0nOEbbYoKhi/qWpvboGiAPeiyTHr4Og28WkhA4E/nOIMTRBgAMEx0WeBP5a0X6uH1o91jryGREBSv3dSLfGTIYAdzMjJdEfUSf2V0KhIMBE7tpsdDWOdic6wrB0QwM8D+PgwHHRH42sB5B+wCW+3oa7PJz14fsOHC7mhkvCeCag5MvPfO9KE5FgY4CDYArAPZ9PQ0hboXTwLJm+9hoeaj5wfUrcI5q7j03o5mVpbarvSmqLo3+bG1us7eq7w8E5Hel4/ZS2Zi9XjlcRJhwPIoTgnTs7ijYZz/9tp1dvyCqBM/AlvuoBGlL02xFc2TS8kgMW5zOPTQ/CgpX8s3vB4O8iXxnRCLxgSUKfWeLE9IN85wis5i6I+m11LpwaLC6yErmAWaMg7NRbWlqD/EwfL4SKybf6C/qo7BiRMky3CtBYHBttTiATKHNtLnGfLE1UeuVKMDHh8m0tg+XSbz7Ohc6PoB0Jl5oi+dWQb83V3wuEzdvnfLICSt/dE1QVzEeN699HllBmyyv0DbLMU8RpzL3/fq+4ILFQehpn4yAZFu2ZVuSEAGBjya7YHHFc/xVawdbPbx4D7V4sEVDLQF63uZcV5EFRAkJWz6YlLB1gBfU9+rui0C6Z21gMK+WDV6YGYxgQWfSAGHiWVbmIincbzbLb2y8ls1E+6TB7p7GytOMHh6qCm3j2m/XDBZZZbY0tdvRkYrIfYKFlgIUFnp8PAu7yUKHfbRhXtDMArCDvBwdqQjtseYSwFs1nAoG1BICkHN0pCKqEQBww3PE/vwgPGy1gHb9/I9ujyp1b1/eYjMrS0OhOtXk7++tL8pSxPOs8wcQxmlwAarZZY0tK4eHqkKfmJww2eC+8TEAvVzjQfu1sbHb3qq+P7hdoBr665XDRQCMx8+EYGdbs51/9A775LHbQppftQgouOZ9aAsV3tmdziMssMRwxjQFoDznDOpANpWEbF/eYmfXL7DjY2WRK9uu9qaQMQufqc68nXv4rjDXDER1jHpvQXAYXPM8a50OdsWC5UUBO98XPO8gK3gGPEDMNZF4Lo4MVwZFBJMFvgdsgdF29b5yXAnm8NSaxUWWOby3mjlKgT+eLS9BAa8N+rzzGoI+qqLFs4SkEcXNuS7b19NQtC7x8Wrx2pzrip4BHo+uH6qU8hRp3C7/zu2pwo/lDt83yFSvEKESkSwLVrZlW7bx5saAoBK6VwGdg7Pn+qiVg8kDx5eALHDbvI8tIWkuWmrZYDcsBelMOD5o6A0Lu3eMZ3HhYxgQqWYfgpeFk7qBQcgoIVKSwdotDRJNs9wwecFfFt4MFJSs6DUhcLc2t7naPny4GBm7MrHfMxMz1nLv7ijYnq5c1F/WznJdhKnOfLjmocHqAPZxLzhIX4nX8bGyoiw+CKpnQMf3dld7k00P1ERaeoA0pK3lLEaXnvle5LuP47kuioLetDkF8Dr38F1FmaDQ5p6unE0P1Njlv/hWIGMKdD3N8dbmtuAaxRYEDyQrGH2jasheKhuzl8rGIgKiwEnBLtoHsIabEa4JSw1nA/LIGpMakC8kP+AsVfxccPuspdf7kQbY0R7P//RAjR0eqiqqdr+nKxcFzeP9gcscg2i15sGqwuDeK/THZJmfV1Qp52c17RngeTzYXxueUc9Cw2sQr3H8fDOJUPcp7/n3yAzmgfuxKbeiyDLCc8jzyEAe53KQP7tKMrlAeyBtvE+P4+dRiRTOVXcvuBBizpS46PuP+fMUKbgPfD7uA85hhY8qZZDJME1Zo7JO5YOSlLQgdCYfGQHJtmzLNt4iC8jzS39ovysdtzfvGQouVlqng8kHB6J7LliwNvwhFpC0wHL2RVUSoiDec8PCPm2XiYpaQnQB1rgPLNYgCtwm9wdC98ITtxRZOdQyM5HvLHL3wncmHSxcmFzxd4yHtaUa1Lg51xUV9/OsJwxcIOxYGHF7cDNhkKMWCRZwCm4BzBjosFDF/wB6ANBctI01eHpttMNB5gD3qOoOTSPX8IB7yf7e+ghUcRE3AK6pzrydWrM4sjzwtTywq+Cexw2tMQNfBn7bWlrt8FCVff7zb9jxsbKiuBLVlAPUbGtptZOrlwQwpkCftcPcT/68VX2/vVx+jXy8Vjlib9cMum5T3KZ3X5X0sNVC51JJAc/H1uY2O9BXZ+cemh8VCNT+7GpvshOrlhZp5HW+2KWHCQKDbri9MYnDHB8fK7OjIxXRHO/pytnMytLQNltjGDhzPRK4+vF8KcHG+w3CfqCvLhwPsuc9i4hZwbygACBfh62wag1isrGrvSn0m2uCoF9wBVRiwuNg6w8rM/h+87lYA7AGseKDr4/rbm1us/OP3hFICJQr+K71PXSdY6LABI2JgRIQ3eetxbz2euPV55D7xwSE31etB8IyShVYKsNUvqhiS2X0l1VCRyB6FoSebdmWbdgiCwgICFywNFMVu0l59T682h+wZHAguu7bnOsqAvzQELGfqWcFwUdJBJMJtWiweZoXZrW2cDzGRL4zAvoQMiAO+EBIq6UA7eq10Nc0czkTA1zT28+CkPfhNw0eBZhXQqMkBIIMvtN8DAtDCG4W6CrM+H8GfgAmCnoBPvZ2N4a5Zs01qmnjeqg9wgSM2znQV1dU84NBBJMAgKDdHQU7/+gdRRpUpDxlUHF67aKomJsHwhXIe8SDLQRqxcD+7ctb7OhIhX20YV6IC1GS4gF01v4qwNFPGvgBAXmlfDSQj/fq7rMtTe2BmDGpmatPPCc8B3yMatW5/wrekY72yq+usxOrlkapkbndHa3L7OhIRSDhqrFXMsu/a8YzEEWNg9jTlbMvfvG1iKjCWsMpghnM4v2AlQbX3dXeFFL6egREnx9Yg9AfuIR5BI7nck9Xroi0saVgsjBb7PP02kXhfWCFAJJIwCKi1wOR5/eBnzO+x5x1Cn3F++4BdLwXacSeSZi+i1jPOFsdg3Q+BudzJjx9l/XZVGsHkwQlFDwv/IzwuPgZ8NZjJjK89qriThVjPB9KTnA8XLJ4rUVK7jTLB2fDyghItmVbtiWJZMFSAsIZsNLqfTCh8CwgbAVRsoLzAcI5UJytA2oxYU0/A3f+jkVya3NbkSuVLtRplhcG+NuXt0T7ty9viSwsShZUuHkWFdV6MWHQD7tA8fkYN/Z5YJ+FH1cox28e8WHhpoKM24QgPrFqaQAOcJFiEsPXUE2i9okBj/q+c7rf/b31Ibh0S1N7iFtQ6weDJgYgWpGcwQU0q3u7G6NMU9taWu3EqqVF2Y+Q8pV/2768JfitK5hXEoL921pa7WB/bXDtYpDFbjyn1iwuymalgIy18Rzsr6SDzwPI5P+VDGzOddk7NQP2WuWIvVI+am9UDdmWptkYofOP3hFS/DLZUXDpAUi9B2qdmCzM1kcAsFZSwSD/QF+dXXrme3Zm3cIiKxkDXFSth7VE1waPlAHocoYqaP250vj25S0htTOIM54LPEN8b/FOvFvbb5tyW1t0PwAAIABJREFUKyKyvbe7Mcq05mn50TcQwc9++u1Afvj+o3/8vuH86YGaKIaE32U8C8gs5rl2MXFRV0i8VyAm6C+vBfwccOpdzBXPCdpU64JnucB8cvtMENBPTsGr6wiO4RpH/J7w/ZhL6eARpLTnju81r+veeZ4yQWWAkjIlVzpm/uj6jfsGAqIuWJx+N3PByrZsyzbd3CxYbAFRiwVIQFoa3g8aZrNYKTFR0oG2oClnly0mAwzYlcx4C6RnQtZ21MTOWiE+hy0PTCIYVHvn8O9pJCTNbctrBxYXHIP+4LOzrdn299YXCSl8WCvIIIQFiRIi1rCxdQL9YtCAugYACqw91HuDD/trMxBTFwoAAgA89AuBzCzouWYIfwCstHq0+oyz1nFXe5N98cvrQoVxpPmFVl2JBgNiAGEAW55L1iTy/IMsHxsttxOrlkZ+9mgTcQ6IY/HcshgEbmtpDYUKlQR553ntoF9TnflQ5X1PV842Ns4WI3y14gF7q/p+29nWbBeeuMUuzPzQTq5eYucemm9HhiuDJn5nW7MdHpqtW8Iadg/EKjFhkgaCNjNeEtW5YOALoojYnYtP3hwVxORz0N7B/tpI+69gTkHh3u7GkKGKrTIgOwycMW/4fWtzm+3vrQ9ZofB87Gxrtvfr++ztmsHwnmN+YI3zim16c7d9eYtND9SEjGu4jxib1kcB+WIrGd4/tljw8+oRWM1cp4AYygC+X2lknJ8PvEca18PuZGnXxH4uMsgAmu8xWxywn5VE3Ee8g3osv9+eBQPrl1rvdB4mC9dqu3hEyJs3Xft5zVZS5ckLJmCeUpBlorpgwQLiBZ6DiGQEJNuyLduwBQLydxKErrEZ7EaVVhuELQle7IhHZuY6Ns3lCkCOF1B2j9rW0hq+a/yGkgsNPNf4EiYb/LtaSZQ4wCIBgedZQNAWYhDUTYzBCca0sXG2OB+ff3ioKtL8q5WCrQQsGPHds95AwCEVqye8WCPIxIaFqpIPjJetEBgjtNBMHNAWSAB+R3Cv9kXHA2LCWa8A5hnEcb9xDgA0rn10pMIuPnlzAGjQcsO9hcd0eKgqAJQ0wADQAG38vp6GUKCQSQG0xheeuMUuPH5rFNvggfetzW12eu2iCAgrUGGiAXC6s605BHEjbe6x0XI70Fdne7sbgxZ9stBh79XdZ69WPGAvl4/ZG1VDtik3a107Nlpue7sbo+xFAN17uxvtYH9tqA9yaLA6xGpwsHaaBUTHiLTQHLDOxAZEBMkC4CbIcTuIG7nyxq128cmb3crwrGVHH7Y2t7lEcGtzW7BgoR1YQtgiBKuEBqR/eG+PvXnPUHh39TmYGS+xg/210buhzxTOQ4ICjFmTE/D8KhlRwO9p1/V6SuyZODCpgAsa3kUGzvgLCzaUBkow8RcxXdwPj7zyu8YKFv6rcwHXT+0bt6mkyVPgqJVBzwW58dzH+D7r+qzX1H4xaVJ5pm1hP6x6LB/VK4FJI+QZCAhbQfD9d6XjgYRkBCTbsi3bsEUEBBYQEBCvXofW9AAxSasHAuHiBZyzduXLYjzUNQouWLr/w3t7AkDX66olZHOuyyURnhWCrwHBpKTF0ygpKVALD4Si7kf7+MCVjAUI/odAUCsQBNChwepIGEHYehYk1bIdHqpygy25LQh9CFjW8rMgQ5sgGVua2u34WFkALyAFaAfXhUsNyAr891mbqfPNAlm1uOceviuQMowBlZQxzm0trSF+YEvTbPrccw/Nj+oS7GxrtqMjFUGzis+erpxdeuZ7RRpXBYmYu90dBTu5eol9+uMbigAwyNLRkQo7uXpJSCPL4JiB8e6OQuTvrwBetdZbmmYLw82sLLVzD823K7+6LlSz1pohfC0Eob9cPmavlI/am/cM2Xt1980ZZ8LgH0AUlpVP//y7dqCvzg4NVof7pWSBiQnaQwD48bGyKLaC/25pmi0YeXb9Ajs0WB2RHYz/6EiFHR8rC/ErOr8K8AC0Dw1WBxdCHLuzrdkO9NVFZGNbS6vNjJdE6XpZm8/vMJNnWJ8wbjyX3B8GvRqXNDNeEu7H9uUtNtWZD2PkGA1WBmC++Jp8HbUW8LOF83HvuSgh9qMWDK8dnlsZrs3EiEkLEx+sG5hrXhP43eMx81rI11WrioJ8JhI8Dt7PbfK5/D7oXLJLKD8TahVm5ZQ3Th7LXLKIZZVaSVThxtZ/Pe/9+j57qcx3wfJS8mYEJNuyLduSxMmC9duSVfZW9f1u3IVX8ZwtIBp8zlYJJhlfRj6YbHhuW0oWGKwzMcFxfC39y+l+J/KdRQstg3LPMqKaIs8NTLVFaYQH++HCxteHdlQtOKrxUiED9xu4EAHYn1y9JBI83C4LT7iueOBoc27WPYuDRXne2HrE5wE0wKUJICzN+rGnKxdcETblVkQuRdpf1j5CeANQMqjj9hVkTuQ7A3kAIDk0WB1IEDTup9cuso8fubMIJO1oXRZpeVljyfOEMR8fK7PPf/6NEMTMQBu1PY6NlodYFI+AANCqW4pHPvi4Ha3L7KMN8+zjR+60Y6PlRSlcGSRyO+/UDNgr5aMhC9arFQ/Ym/cMRSBYz1PXLnzgnnVm3UK7/Nz1oWYHyAz+qrsTCMaerpxdevbGUGAScTG4Fs4/NFhtM+MlgaywZWBH6zLb1d4Uigimaf35XoJAw00P40MmNb5XeF7QNvrPxSShgebrIQsbA20NXOb3n5/vycK1AoBMgk6tWRz1F/dmZrwk6i/eS1iovHlgAI17jexlTAQZuLM7GJ4FBc5MQtAPtlqqKxW3z9ZMVkJM5DuD9UjfDxAwrBloh9dVXWdxf3jt0I+2A6u4/u4RE51vXvO9+ZrLEqIEitchtYCr/PLWc27n/fq+VBcsj4RkBCTbsi3bkuQPCEJnDb9aN9itSvcDzPOxbEFRsJ1mqdB0vexOxeBZixMy8VHiweeo9UItLWlAWhdpJQV8HDSfICpMQrhdJlQbG7tDrva049iqwIJJNX6bcisCyILw9kgFBBTSWkJYslZMiQ60yTxu1trxvHx4b08AfTgGwlgrGTPB0CBeBiLshsAfCGDOzqWaRU97yJpgBrloB79NdebtzLqFkcViZ1uzTXXmw5x41/GuNT1QExUOBBjZ0brMzj96h51asziyvPBna3Ob7etpsOmBmqL9nnYasREAprs7CiGYH65daaSDx/F2zWBIw/tC6YP2UtksCWGSyecycOe55TnG/KFvZ9cvCMUD4UIFYKxzAJexs+sX2Jl1C6PEAQz293Y32qVnbwyV69V9ak9Xzj7/y69HbnA6Fp5bECiv7gtnrcLcz4yXROB7qjNvl//iW+F6+pwC5CLgma0SHmDdlIuD12HNANE5PlZmMytLIzdCBvUYK+K6QMY1oxWuCaWGEh8l0vz8413RbFtoFxZUJlHes8ggnn9DbI337GlCAu4fW6NUKaFrpUfUcB12pcJ7rlYQvr+sZPLWcF7jIPd07NxHrKdppIhll7dPZSDLN/2LPr1SPupaQEA8OEVvRkCyLduyLUnmICCepUJdrNLcrvjD5IHjRHhxU5csCCHPZYsJkS6WSjDUheuDht4oloJ/5wWez9VrsFUCwkMXahYqH97bE1ysPKuNWjZYMEAA4n/PH5eFH8YFosGaQga/IBgscFRDxoSC9zOAh2aZ28ZxO9uaiwQVj2kify3DzmRhtgiaEgUGYgBLU535qJYH0gN7ghYafvSLiZd3DrSz7GO+q73JZlaWFhVZ4yKEOPbk6iV2dv2CIpcTnjP+f1tLq53/0e3B2qLWjKnOvH364xuKUsniviJ+gavJe5pd9G9H6zI72F9rn/3kOyGYmcekfVBLCwO6d2v77bXKEXvx7pX24t0r7aWyWVcskGKci3eL+63zovcY2npYJM6sW2iX/+JbdmS4MsquxWB/S9NskPbptYvss598x37/9PeDFYrjUEBCZlaWhvgNtcxMdeajonxzaac9koLjkeYXrjVom2vKIFj8yHBlUTIGXAOuVOwWheKbOo9sncTvHIMCRYRHMPm+Yb64P9wnPR6kBX3iRA0abzWR7wzjwZxrBjJ2m1TCwPfd64uuH3zP9BlXwI93lOcBv2Pd5fXCez/0Wed1Ff3WQpheH7CPlUVKTjxSwfcM7wDLLF73PeLhWcXTFGfwjEBBUiYb6oqVxYBkW7ZlG28RAdFK6JxtSmNAPFKhQeoM3D2iwkTA+01JiBdvMZHvjEgSPptzXVEb6u7EiyrAtrbBQF9Jzq72piKyw25G/HdfT4Nr6lYCsLGxOwSvs7DAtfhYzBWTBCY8DPaZVLDGU03sKjThEsXECFpzkAy+vgpGbpcJCPrB/eS+MlhhELK3uzFKEQoQz2NhAAEtOINwJTZKPljDjjS6n/75d6NaDhzcy1pnHONpMT0gtLujUASCMSYO0PaAF8Z3aLA66psCIgC83R2F4OKk2Z4YkDH5wFwwUUEfEITOldBfqxwpAnBp/fL+MplgwnTxyZvt4uGh4MLEZJD7jPiIPV05O7l6iU0P1BRZMjCuvd2NIaBb3YG2NM1WOOfzFezqB0Cb5wiB8phvHIP7yu5fXENGCcBEvtP29TRE9xmkgt8V9E3fJbbGYJ68OBcl4HjWsS4ooEb7IEao/M5Eju+/KhQQz8Tzy8oDnLOvpyFYAAHc1RKGPkKJocSK33uOceL543UXax/Hv/C88rrBhUxVyaD3ZlNuhe3raSiqZ+KtEx5BhJzyrBi8rmsfvbWYSQna5WNY9vGH5wrtchpeBJ3jr1pDMgKSbdmWbUniBKF7BITdqzj248N7e6L/URmdScO+noagJeGChh809AbywIAfwsWzXvCxCro9kuK5bqmG5/36vrCQ8vVwHjRfbOnYlFthuzsKoR0+j4UW3K4AupVEKAFhssGLPFtt1L1MhWKaRk2Fhl4f1zyxamkArtMDNeE8JjAgDhzIze1DeLNFCxYICDsGEIjpYAKBdrmw2eGhqkhwq2AHIducm3UNOffwXZE1Ay5tHtGZLHTY8bGyKKB8Z1uz/f7p70cWEIBKjpOAhlr95BlgK/hCpikF5wCLqF+hLiqYL2SrQsYitsQoiN/dUbBzD82PitMx0GViwxYIDULn/Rsbu+3Ne4ZCIPrrlcP2VvX9gbjp+WppYNLDvyOmCONCJq6PNswLaXy5yjcDWFwLLlm/f/r7dqCvLopDYBKCQpaYE+7rjtZldmrN4pCVTIGgBxj5PmA+9/U02LmH5kfBypoVa0tTux3srw2WEayBDJBxTwDUt7W0RkX9vPed53hH67KIHMCli+dustARCknineAsVEzC+F3D/du+vCV6NzTQXN8DuByylp/fSY8UgZDjOVGLmr53PB+Yx/M/ur0oOJ4zd+E4/I51XNvyngMQDJ4Xj6xqSmQeN69l+pt+eO7+0I+er7951/JcjFl+wAULpIOzXgFX4Pd7vvFlxQgzApJt2fb/h811wXrzniF7p2YgAtZe1XMv8Jz3qwuTpu8FuFcSgoVNA9XVN5UtFPg+WehIdcNSywifxwsqm5rVHK2aIu4P9kPAoF6CkhQAOAg6vQZcs1jIqzBQTZWn6YN1gAUGH6PEiLV8EPwqjFiggoSp9o/dsrjPDFzgorG1uc1OrFoaAQAWqAw0Od0vt+9pAvd05aJ6AygoyH1l4ADAxFpVZFjigGUEzjPQRNBxGkDl+d6+vMUO9NVFmZMYyO1qb7Ijw5VBQ47feW7OrFsYueCwxnxbS2tIO7yrvcmOjZbbwf7aongHbRPnIxZjb3ej7e+tt309DSEu4/BQlR0ZrrSZlaV28amb7GB/rb15z5C9UTVkMytLbaozbzMrS+3k6iV2fKzMzqxbaCdWLbXjY2UBYKOPAOvaJwbDIAJIBQ33KxT389ynmJDgOoghUlDORAMWBvRpW0triM/QopA8f0r8ufgeEwVYL/BBsUb0Y/vylih1Mq7D7w6SEYDcTHXmIzKW9tyB8O/vrQ/nooYJrD2Xf/bNcG22+nCsCVILe0QHlpVPHrstEBAuJOgRJMy3B6LxG66H5xcpnpl4cyA4FBme2xJIF8gY309eK+ciF6z4wv/qPsbHa8IAJquqSOF4El2jeH6UfHgkh9dqj1h47leQfRsbZ632kG+s9PJIzAcNvSEeTIPOtSjh80t/aKPffSQjINmWbdnmp+F9856hIlLgZcDS/2ER4f+ZYGhMB1sb2KqiWav0N5yr1hYskEpMvEVUrRpsllZLg7pZ8W9MJlQAKKlgkqLX1eM9i4nXXw+Mb8qtCEG7AEcACQf7ayNByAKJgQ8CPz2NG1+brwlhrAJKx8lazYP9tfbpj2+I/M09EL+lqT1kiWKy42n4ADKwH6AL7XtaPAYyrKlmULujdZmdWLU0uI6gb/hfgQsDNICF/b31duU310eZltA/aJABBD1SyamBFXxDsz49UGMfP3KnnVi1NCJPbEXhew3Qv315i+3uKNjB/lo7s26hffHL6+ziUzfZmXUL7dBgdcgEBrcxBKIjC9brlcOR1hjEbG93o517+K5QxPDSM9+zS898LwrY5wBm/mAfPhj3wf7aKCidrTR8DyfyncGypRp7kK7pgRq78uJ3gvae52R6oMaOjlQEsuBp1fm59Sw8u9qb7My6hVGMBKw0PE7MBz9b+A6L3MeP3Bna2N1RCGTYA/ET+WvppUG20K+pzrydWLU0POdMiFFXCO8d5oQtGfz+oU3PWuHFb2CeUC+H3w9+/7122RUN7phMVLw+sZIBcw/LDtY4/OW1jNcethTw/KZdi3/flLtmyWUFFZMH3qdrLH/UUqGWHn428VzouFjG4HeNY2RyoXKJ5wEy6aWya1mwvGKETEr+7D/+zzMCkm3Zlm1XCcgPRu3XFAPCblVeqt20QHR1fZrId6ZaStgq4MVwKODXtpm4sOUEbknYzxm6lAjw4soLML5jYVfrh2qGPPKii72SJI/g8D78xVj4GmhPBSJrqJDpiAUh0sh65nWcy9pSCC/ex9o1BsiqZeM+q5VJfcxRMwFCFueyUAeAYm2qCkP8BbBkwa3gRo+HOwzmi7Pl4Pocs8GgismOkg8Fpvt76+34WFnkwoXro8o6t80gA0CSAReD9O3LW+zoSIVd/tk37dIz3wvuRwzumRSxRh7k5ehIhV186ib79M+/a59c+Gf2xS++FuJM4KY0WZjNXPda5UiIAUEQ+vv1fUUkAoQEfw/2185WS3/4rkDokDoX/eXzmUAyYIelh+t/8JwyOePAdbaEIIvYld9cb2fXL4jiLGCtQZV0JhYMHFUBoZp1FLE899D8qMbJnq5ckcsfspnxs6huWTw3APk8LgbPrOnnVMbIvsYWH1gPcAzWAs4KpyRCATKug36zwkCBMsbMoNxTPmzOdYVMYxgzKwj4HVQLpoJyfm+86+hvSjZ4HWNyAoLBlhQmRGmWI363PSUW/+6tr7r28nFoX60e+p1lDMs0VuKpVwC3CQsIB5+zCxbiQRCI/sSfZBaQbMu2bCMXrF+npOHVIHMlIXMREw1c9wiIumoxUeAAeM2S5cV7YEFNiwdRq4iSpjTrA5MhXIcXbdVK8eKulh+cA4HkkSElEx5ZYaHIQhUCCYKNAR0TEE8bBoGGAGgVdrBubM51BY0yCIVn6eB+s6WI3ZUASPEdx6HvACacTYiJkGryNuVWhEB5HAdtJ4MQBk/cBwBWaIFxLOplcFtqKVLQwNdkCwdnwMH4Tq5eElVUVxKjoJrBOOJJ9vfW29n1C+zK/3CdfbRhXlGAu4JFAMRd7U12dKTCPnnsNvvsp9+2S8/eGDJ6HR8rCy5MDMDfr++zVyseCGl4X7x7pb1SPmrv1d0XASvtPwN7uBAdHqqyk6uX2Mx4ie3raYjcs9i1yiNiIG4gCZqeVkEejwH3GyRkZrykyLUNbncXHr81SjLgEWG+Z0z6kEZ3ZrwksuTsbGu2fT0NESk5PFQV1apgYM6gnvvPIB/vjgJpkH24UcHiwtfh9YTJCqxN6KOCcCUVbF3gOkIM4nEs39s09yO8fwh2h1UPFiqeE73X+szjOBCGNMWB/q4EQgkIKyr4GC+TGo+RFQPecwTFl1pheL3Gfl0HWWGjaz2v+RirKuBUVrNc4/UOFhB2ueKsV6gvBjLy7O0bMgKSbdmWbcUEBC5YHDT+ZdYQdcdKS8mr7fHCpqSACYiC920tre65vNCytcSLR+FzeSHlhZXb4sXZ0xSp2ZoXcrWqsJldiY+SGSYjPC4V1Aw8NjZ2B+0fhDWIgmrY+NoQRKz5V8sFhCbiWxSEsXbNIwcAVAxI8Tn38F0howy7KOxsa7aTq5cE7SKn1lUwBMCkoE21g3w84jwYdLJVBhYRACDMMzT2HjDRa2xf3mL7e+ujwFkAB1geVMvOIAdjxz62LuztbrTjY2X20YZ5dnSkIqQIViuL/t2+vMUODVbbhSdusc9++m07Mlxp+3oaQrwMYj8YjKYRENQCea/uvki762l7GXBiDqc68/bJY7fZ75/+figGCF99Di5XgAli99GGeXbu4bsiNyd+hpW4MPjjdjg4nK8D9zQFtt49n8h3hqxTrN0/NloeAscx9guP3xqORYwDSAKupf3BfcW1dncUIoutEj/uB1vY8E7zew/yxNYa1InBPPF95WuiP0xsdncUisgBr1XssoXn35tXtoAifmVbS2t4T/nZmhkvCe167yWUDkwIeD/WFE0q4a3N/B4zccG1sR8WHH5GsI/Tpqf1l8foERCeM48cetZitZp45MRTjrGiDQpCLwhdXbF+vWS1/WbpKvvJf/JnGQHJtmzLtmsEBAFiCEKHxePDe3vcuA8lHhqADnDtpd/1iA0vrEocOA6FXa3UnQptwEXEi/PwXLCUCGCR3dnWXERwGLAzcflDfGj5GDaNpxEZCGQG+dgPlxVPkABEACRD+Kv7lfYXLhiqkcNfaFoBCJXMpH2wX8Eb/M49IQsLCwgIgIYKUB3/nq5cpIFlwKmCH/sRrA6gqJmiJvKdIYBa3ZhU0Hv/b22erWb90YZ5EVCZLMzGB1x88uYoIxYDCgAv1c5Cs76rvclOrVlsvz/QaxeeuCVUA2etOrtt4f8drcvsyHClnXtovk0P1IRicyAE/JdJIvoB0PFC6YP2u9LxYAV5p2bAvZ/6N82FbKozb/t6Guz02kV2as1im1lZGtWw8MgUrAl7unKhyJ5qvhkgc4yNEro9XbmiSuj8/vC5Sq75Wmw943t9dKQiinuZ6syHeiFMhHTuuL9MxNii5I0ZwB794DoqOJfJDJNw/D08VGUfP3JnuA6y4/E7pUSHr4e20oonsrLAsxLgO7+T6Dfq2ahigMmSZ7EBaeB55v1wf+XrpRGEjY3d0X70l2NnOAYn7dnEh5+vzbmu0BfvmeN7oMSC21dSwdYPpFX39qtSjS3zLE9fKhuL0u5yzAeTkt8sXWX/7V1/mhGQbMu2bEvPgsV1OeYiEvydY0c04xWTFZCItIxZE/nOyEWLNf/qUgXNHxMLBF+zSxcWZSYlSg50odV9W5rao8VZF21O18hEha06aEuFggfmAbghfPh8FUge0GfADU2kkhk+F8cDsLAGjDWvh4eqIncs7i9rxth1iwG1XgdggIUzE5XpgZoiX3IW/jxuBGkzOOOxQTuLe8AxHSAjJ1cviUAg4gy0f+rioYKfteeo6q3aWs1kpEQDNQvUegBAh8xTl575ns2sLI185dWFCeB2f2+9XXzqpiLSwbEPDKD5mujHBw299mrFAyHwlAkIEw2eC9wDtS5o/+AqdOHxW+2LX15nJ1cviYAzEypuA3VAWAPP1+fnSp83vqfIssXXAABGgUImYx4BVUCNPuJ+MrA90FcXPRvIDsUEhIk63xMAXbXY8bEc6M3pn/FsKtHi5xbzAYsI/uf3GNfj+4H+4554xALn8PPlPTNKaPEeKzHm++gpH9jysil3zRWU322+f5OFDreqOq83SsLSSODmXOy2yr/rOJU8MMHgNY/7o/3TueD1Ut18dY7UE0CtIB/eGxfXfb++L8SA4ONVRIc71j+fvz4jINmWbdkWu2ClFSL03K44JoStFWkpefWjFhAFrexChb96rbTAbs/6oO0zmGeyg74wAEf7ELraPv7f2txWtHDzWLi9yUKcLlj7DsDDZIHJTprmC31n7TuAAJMFtR4gZmJzrstmxkuCgEFfWMsJFxEV6FphnbVs+MvuBuzzzUIQ2W0gSNk1yWsfx21tbgtgC64r6kbB7QJ8MMg7/+gd9sljtwULwtbmtqjAmoJoBQKYE7S5raU1VN3WTF/bl7fYzMrSoj4yMOEsQgw+JwuzPv3nHr4rpPVFMDanscUYAOoR2wHrk7pW6XcFphirWkAQiA4CoqBfQSa3zUCJiciBvjo7uXqJXXr2RjsyXBnGCNKkBAHEAvdKCZTelzQSglTImqlsR+sy+/zn3wiZyjxg6hEPns9d7U320YZ5EclTFzekQuZ29F2BSyLmCwHlCsb1Xmxpag/xHHjm+b7ye8ZxNgjQn8h3RjU0+Plnqxbc5+AmBUWAvseThY4ow5hHBDxCp0kmPAKoY9f7cXSkIpAM3Ate8zbnrikovOvweDwCgr7A9UqJHtdYwe+ehYOfJZ5vj4jwb2xlU8UQK5/0fFWwaZylylsmIF4GLHXN+kVGQLIt27ItoTS88M9kC4hn4YBbVpoL1lykQwmIkgAAfI3h4GM1oBufzbmuot/4OLgf6e8T+c7oWh4xwcILQaGWEQguaEbPrl8QHaduXFj0mTTg42k9PQKC9j1LBvrDwpgFi2d5UcDEAhBxCugTuwSp0PKIAZMYrhHCgZWqtcXvAEwKdvQ6m3IrQsYhgKZjo+VR+kvWNnoAe0tTu51ZtzCqMYG0tkyQAHJ5bApO0Ie93Y126dkbo5S+uBbcjTzNKdc24L4zoUAWJU1Ry8QCQean1iy2C0/cYidXL3GrryvIUUKix7IF5MWGTjlnAAAgAElEQVS7VwYC8m5tfxGh0GsoEGMtNvcffUdl8482zLNjo+U2PVCTmo4Yf3d3FELSBXW1YXLH7j/4u315i33+82/YxaduKnL72dG6zI6OVLjuRB4A1tTO21paQypZtuZw9i22Pihoxr1hsrG1uc1mxktCggOPgPCYLz93fVQZna/FxIoDz48MV0ZuYkpANue6IlJ4eu0iOzxUFWV3w7PLrlEA+Zw5S+eS7xH6h77xOuIRXG5P31dNL8xzjONAHtgqoO85x3bweot2oJji8U3kr1ljed3jNRXrPI8d6772A88F9xHX5DEpuYC89dyGMQ6Vd6rIe6/uPnu5fCwoIzjzlbpl/d2S1fYvF67LCEi2ZdtXvP1JkiTPJ0lyLkmSz5Ik+b+TJKmi/X+UJMl/mSTJiav7/02SJPOljRuSJPmfkyS5kCTJ+SRJfpUkyTf/PfrgZsF6u2awKBicrRtY2D5o6C3KcKUxG17chxILz6rguVtpnIWSGLWK8PEsRPh3EBePvKiFQt20lBxM5Duj8cAlC8QGglEJiMa1sOCYyM8GtLKQUG2dCh3V8nt95XkBMNqUu2Yx4XaZBDCJwHGqWeO2WTDD9QNkgUE1C1/WOLKQRv88ojOR74y0lSiKhsBxfHjM7PYCtxEAevwPTTgDLgU13neAJFRS51Smk4XZjGSn1y6KxspaahATnj/cp/299XZ67SI7PlZWVGdBwe7ujoIdGy23y89db6fWLC6yHqjmWdvg+eHvGxu77fXK4UA+Xi4fs9cqRwLZ1/gTjEvb964HkAuCEFzNxkvsyv9+k115/o9teqAmKu7HwBMa+FNrFgeShj7xWEEG1JKCmJJzD98Vnj/uK0iRgl4FoXhWDvbXhj4yWeDn7NzDd0WkBmP2ng8lanAdhBVkLqIHZQKyb00WOkKhysnCtQBuAH/EWLBVRhUGDHZ5jUBf4MKIbGIIaPfAtSogGJxPFjrsyHBlEVnwCAjPUxr45uB+fr957eJ+8T61HOi1eE3QAHVvXN64vTXFU/p4yhklXDouPR9ruucxoLLWk4schK6peDke5PmlP7R/9YP/NCMg2ZZtX+H23SRJDidJ8j8lSVKdJMmdSZK0JklyFx3zZDJLKnqTJClNkuSVJEmmkyT5Oh3zRpIk25MkqUmS5N4kSfYnSfKbf49+uBaQt2sGI5Kg7lfQeugHYFsJi1pEvPgLjzjo70wkeP87NQNFxESvw9oczyWKzdL4O9eiq9aLzbmuUD2WF3c2W8NFCQIhjeCARLCAVWCvAlVBMUC2CjQWQhgn1xKY6sxHAgvAAqBTQTHaYEKlgg7C+ehIRRCyXFWZq35P5DsDuIMFAsRhIj/rz65tg8QgOw4ADbuaqKZxW0trCAqHFhOpfgFId7U3hYJ5Cux5npXkoe9TnXn7aMO8UEkb44VLC8bGGkzMh2qyMaY9XTm7/Nz1dvm564sqnKPfAO07WpfZocFqu/I319mJVUtDgD5rodMIAGu62ZULbm1bm9tCIcKXysbs9cph29vdaIcGq+3wUFWIL8Gx3CYDev1fwTIsITtal9n0QI19/ldftyt//3U7tWax7WpvCs8Oa/Fxf6c68/bxI3fa2fULiqrcM+lM+31fT4Od/9HtRUHrcMtTsOuRUcR9MHlDwDy7yuGe4zjEmzBRh0sY2tbz8fzqO4q1gNP/ckwSkzMmMFub20KxQvQb86CF9XA9rjvC79HOtmbb2dZs5x+9I7SD89A2v6e8RjGZQLwG7r32gdc7JkWepp9JkK6T6nalRATPLp/DVlL9nc/TPup5vJ54/+tarn3ntVuJiSqj1JqSRkDSfoeM4xgQDUTXquj/Y0ZAsi3bvtLtZ0mS/B9z7P+jZNby8Tj99k+TJLmcJMnI1f9/kMy+pGw1aU+S5N8lSXLLH9iPiIBoHRCN0+BgcXbJYhemueJD1ELC/zOgTbOUeO2kaWuU0DABUTcsj+Co25eCa4AK/l1dprSPEERHRyrCWNWNakvTbD73Q4PVkUaNBQCPhTX6DGTTCAesNHzu6bWLbG93o23OdYWMKEpSVAvHIGRTboUd6KsrInIAYOgfAwZ29eHfAFxxDhMiT8gCfOzvrbcjw5VF7jIANRyQiv+ZbOzvrbcvfvG14EYHUIQAeNbuqpuIB5igaVbffABSLb7IGlzV6OKD/nz2k+8EAK7kA4B0Z1uzHR2psM9++m07OlIRrAAKplnzz8Aff+EGBXIxM15iR4Yr7cITt9im3IqQihdV0Pd05ezYaLmdXrvIDvTV2YXHb7Ujw5VR8DVbRvTjkSLuB6q8X3zyZjvQVxdZdLT/IGCf/vl3AzhnwqFWBAXOcKHjIGW+RzqXSkTQJwTW8zW4gCL6xK5/eCY5i50+0wf66sJ7i+eKgbN+MP+72pvsyq+us6MjFeH6HAvFzzvP1e6OQlFsir4HSvbxG8gT5pRBOZQ3c1mTkL4YlhSkTPasHrquaH8Y0HuWHCYuPP+8xmLt4Xuvlh3dv7Ot2U6sWhpdk5+JNGWRzilb771njy0bWKc98sF/9cPKOJZnnocAExDEfLDVg7//ZumsG1ZGQLIt2766bSpJkv8uSZIXkiQ5nSTJtiRJ1tH+ecnsC1gm572fJMkvrn5fkyTJx7L/nyRJ8m+TJLkv5bpfS2Zfanz+JKEsWLCAcCFCtmAgy9Wm3LUMVogJmerMB7CO/RoT8m5tf+SeBVKhQehKfDxiAc0Lu3HhOCVFMLd75IM/0LRrX9gywRYHFlzsB6x9w3kIxAQJ0AWfBQvHPajmDtdicoE2WYjx9SCYlIipdg/WFhZkDLK4iKAKZO4rrgvhxzUzAMyYPOE6KESHviCAkq0vaJ8FNNxK2AUH2uPJQocdGy2PyAkCyxlcAZDhN8QQKJjxtK0MmDBPqEuh2u8z6xYWZdViQOIBWYCvT398g82sLA2uYgxgAKR3tC6zY6Pl9vnPvxGsEXqsEhAmLxxnMj1QYxeeuMUuPXujnVi1NGSkmsh32pv3DIU6IKiE/l7dfZH7FMA3YgEQ9wIwq0UHMV4lJQCvO9uaQ+awL/7FdYGEMKlhwrmrvck+fuTOMGdMOvF8wBVLXbngPnVy9ZJwX/gZOj5WFlkoFOxiXo+PldnptYsiC9W+ngY7s25hlDIZhITBL1sU9N5xYUEQDLWA8PoAV8KtzW12aLDapjrz4T4hqxQIE67FLoycYY0tGAzImejz/YQVcEfrskAm+LkH8WcgruuWWmKUeHv3Acfwtbi/+p1JD1xPNQWvWiNwLp53fgb4GjpvTHAwH+pWpddRosT78PxoHycLHUVWeyYZnmJHyYkSDpYj79XdF9YBL+uVpuH9zdJVGQHJtmz7CrfLVz//dZIk5UmS/GfJbJzHqqv765PZF/BmOe9fJ0nyu6vfn06SZK/T9ukkSf405bo/vtpu9PnrH4wGF6wXSh+0t2sGi0iGEgItPAgykRaQzil4lUx80NAb3FqYfHjWFc+K4S2WTFxU26N9YI09H8/WF7ZyqLsNSMGWpnZ7t7bfJTkQQGgjzZ2LCQhr1bkfiIOA5YiFEAdsctVuFUpMfljgY3wsnJgscBC5CkMdBwt+AJ1NuRV2eKjKdrY1R0ANpI5rcgBUct894Q+/eoB6gCwG8FyADa4lrE3e31sfgA2sNRcevzVK/8vkQ+eUjwHg4ixKaHdPV84u/+ybEVDh8zROgX8HSZrqzEdAkC0WO1qX2YG+utnCfA/NjywfCmLV4qDk48hwpX3y2G12as1i299bb9uXt0T9fr1yOBQhRDD6W9X3FwFDBt4Yx6HBajsyXBmeBQ4W1w/mECQERQEvPH6rzYyXhCBmJS0gGXu6cvbRhnl2eu2iyBLBf0E+lWju7iiEtNM8X5OF2UxUGqehQBbvIQd9gwBcef6PQ8FIxP0g4QHuD4iBp+3G+LAfxDoNyPN7ta+nwQ4NVkepdT3LGD9f7KqJcegzjOeH5xDzyO6R+uxpxjGP4LOyAM86k05W3IAEgZhpO3x/mADwnHFbacCf+4n74RFAJgN8Hs+DrjGqYMI5qgzDM8brpa5NKiN1TU2z4qsizlPcISOeWkDSUvH+tiQjINmWbV/l9kWSJP+n/PbfJ0my6er3fywC4lpANAbknZqByFqh5ILJh5ILAHAlL+rSpe5VvJjxd3XZYnDsWUSwWHK8CmvlQax0EfWO47ahRdLFmUkAA3AvfoQJFpMXTysFoAdhzq4B+3vrI+sIC1O4ZKh2jy0UanFhIQeyodYe1gozqOGxq/vVgb664JbA7lec0paBFbuCQNPJ4/C0dAAKh4eqiqwBOBbAFe3ieAZKTHwA/Bg0bs5dSwc8l4YS47jwxC1h7AzA93TloixUDFw1ZgUfBtEoysfno8/bl7fY9ECNnVy9xE6sWhoFXyvgYyDN/dvRuszOrFsYqqHDVYjdtyby/x977x5j13Xf+22gBS3HsWoLsiq5elxRl5Su+DCHHM+LmjMPDufJ4YyG4yEzpElTlS55VapSfWWoFgzBrqE61zV8HQSGkbYJ4tpImmtXjlK7duzKigWx5JTD8lE+wDfDx4iSSIoiRb3YdvWP0Xfxs75nnVGSi8AB7t7Awcw5e++111p77/X7fn/PaWvbT5esieRDqXh/2fC5KvDp2mjFkpwYbQjX/qcbYv0Sz+blgJ+ERNaQVzbMD689fF+SPIDPq+bl5Fh9eO3h+5J4DPZT4/RrTnb0hqPDzbFWC0H8ybH6JO7IrVl+Dxk0v7+vPbz7+78bDg22JpnbaIkQUfC+8rvmTRp7ZQdzC4XeE13n0hN3RpdDnadU3LwG64Yo1oRjckUEiZ2IpdYl3Y8jQy3JfE209Uc3PScDaptzrGfk0GBr7JvitGiZVjvMWEcSIKuBXBY5Fr+P/r5zPwmh1k+OjWtrztLC41V3hIQjR1S4Pus6tKL4dXLrv7fhMsyPdZlBRR1dsHLEwwPRSwJSbuX229v+tiiK/9F++1dFUZz94P9/LBcs35IsWJ6GV5aOWhYNEhDtn2jrnzFFLwkNCYYWMv3mBIPWCbpEeZC5x4/ItcqBck6T42ZmtsHrufZJAjK3gOdcrXwxp3VDY6EWmudKEDsIl9ARGCEwkcVEc+gEg0DcrRnUetJtgikhXZhJoAmAuBaR4ENuDgIhJ8fqEyAvsKBjXAO4o70vnBhtCOc2zovHqs8OECSkp9YvSDS+1Obqc3xVYzaw2bWbTvREcE6tXpJYKeg+xKBsAkf64ZNY7O3pDK8+dH+49sezkuBljUf939/XHt559sZIfnKuTQ5kdYzI0dT6BeFAf1vWIkEQ9fIDK2PqTWk9f7Tw8wkByWnT2ec93ctidivV+GBtC1p2PEZDJOTocHPMKkVLio9Rrm8ilWzLNes+R3u6l4U3Hrs7sZDpeTi1eklieXPNPZ+v46sa45h2dXWHk2P1SZyHxuT947PJ94XEU+NU5i4+99TQ6yNXKF2P64WO5dzpPLp8uQXEQTnnUARRbToB0TtDouEAXN85R3pe1CbJC+eM6wb763PFd1vzUSvlsq+j/o7xOnTVy1lE/PozWVl8P9vNKUbkMqn3lnKQbdTaRznlsu3lB1aGXzeNhOcWTa8FteI+9PcvFq4vCUi5ldtvefuzojoI/d8W160iCkL/19h/Y5EPQl+CY7qLf2AQ+vctCF3A24mHu0jl0vBubR2MFo+c+5a7XznhoPXDrSC5AHO6UbklRG3X8mcl4dBx2ysDSRuu+SH5kMDZ19uRLM65vlJY5QiKtOtqU+QiJ+yo5ZJw2dHeF46vaky06drv5+pDwSyiQlcwkgD2hQHo+t2tOAqkFxBQm4oLkUCV8JWGWCCFRQvd+kGBf37T3HB0uDn2I6f9JQGR20tOsyxQw/gP/SZtKwFIzgLCSto698hQS3j7qzfFKusOkN947O6qzEoCVqrOrtSp1MRTM31kqCW8/4ezqrJjOdAW4aDL1aHB1qq0tiRJ7Ne2yoqo9ZT1QwTkZ0tWVxE/B0gkIqrdsnt5Vzi8cmms3SISOZNFRJaUwyuXhve+9dFwfFVjUruCY5Z14cRoQ1LJ3ImSg03188hQS4wTISk6NtIUSWUt0M97yTnd29OZuA5OtPVH9zISAJHOXB/VP+3b070sKSrqQF/PHsmOSLMSI2i8As5yT9vR3heLCvK6XAP8nfZ7wDWFc+UuVVoLaR3Qh0RG70yuLo8/+1w3nGjxGeV6qvukttx6kbOCsG31VWsHlRo8l1baXPtONHJros5xcsLnwJVf/n5SPrlngbsCq60Xmx9MXLByxMOtISUBKbdy++1tny2K4lox7Ub1z4uiGC+K4mpRFGtxzFPFtIVjZVEUC4qi+Msin4b3/yqmU/kuLYricPEPTMP7fVRC9yxYAhy5oHSm4d3R3hfPebH5wbCtsqIqha8XFiR58HgPt5T4IujuVxJciknxAHW3fhAsk8Dod7+uWwcEjhzks39qa2dnT9aSwr54UbqcNYUCR9d0dyNqDF2L5cSH+30OHGBT+ClGhQJL95BuZARxEspKsyswQW2kxn9woBKODjfXdHHTd4EiuWtNtPVHAKZrC1gJqLirE8G6rBGvbJifALup9QuSzFU5EKDrezrfXV3d4fiqxnDtTz4Szm2cl8Qh7OzsiWlKc77xu5d3hTceuzu8+42PVwWT0xKwv689vPbwfQkId2JFUiHSIsB6YrQhAfsEZQRzmvcXmx8Mzy1am6Td/NHCz4efLllTNR9OXgj4Cehl6Tk20hRjcuT65RYqEql9vR3h9JrF4dLjd8VnwUmLAO65jfOiFcTJ52RHb7SMOUE8vHJpeGXD/Kq0wvt6O2IwOUF1bvxO7uQKxTTPsmSp/d3Lu8L7fzgreWbcmsixqkClfvN7QbIjUi1SfnrN4uQaJHr6TisR47r4Tvhz5kSJcSucK1o/GGvmcyllg0il2naiq7YUp5MD5B407uCf8805dcsH58SVCJo3kk8fF11Uub77sW4B2V5JLRcci5/L87SuukwTCaIiyuWmn08LCN2vfjj/C4nbFQPTSwJSbuX2291WFNPFB98tiuJgkWbBKorrhQjPfXDM/14UxVw75qZimnBcKYrizaIo/qT4BxQizKXhpeXB4zxyNUA+LEbE2/NAcRKQnAWB1pNalgt9PLMWtUI5K4Wuf6C/Lbo5cR81awTA+/vaq9ygeE0vtritcr0AXy2/WmncqIXiHEnA7GjvixmicoKGBfxcu8XrUshT65gjICQ6OtYJjoMGgQmdK9DIOXUhrjmQlYUC1gXtzs6ecH7T3CjAcxpGCuWjw81JvIi0qF7/w4sU0p9dbblGVYCLhEfXODHaEC4/eXtSE0TtXvvh71TVheD+02sWJ9p3XkuAdWr9gnDp8btiJhztJ5ik5ntvT2c4OVYfrnz51uhu5rEirqUmqHmhcVWS+18WkOfrxuM7w2fPyQzdeEhC9vV2hCtP3Rbe/cbHw4nRhpjZyeMv9FdE6tBga3jvOzeEd569MRwZaqlKe8t7e+nxuxJC40Awl2XpQH9buPT4XZGgkCCc3zQ3HBlqycZeuHacREXfpWEnSaJrHDO2OYCWdp2uXW9+8Y6amnavnaG53d/XHgsmOjFTfIja17xqjh2ws30WDtTYNU96/0kseH2uEfyNzwsz5rnFgO9fbi60fuRIB8fC+00CoDXf1wC/jvqXW0f9OXES52TH28+dm1uHPb26K9E0zzmrv3sL5LwHnq8bT4oPutsViUhJQMqt3MqtKCwGhBaQWkUInWDkyIfHjHggugejv7R0KEy09WcJigeab20drNqvBXRHe1+WXPhiqiBwkR5qm+jvqvMn2tIK5+6O9WGLMzVJaivnBiUgT80lLSnbKwPRNUICmGCYgphEhe25BYGkSvPHftFt4uzaRYnA1ZwfGWpJ2n5p6VCSuvL4qsbEpUP9kdDUHAtMTLRdTxnqBMuJlsA0wQkJF8GLQBCDwOUuRe3sm1+8I9YY0LlsN/fRcQy8pzb3zHhdVfyHAFTOZUr7FAxPcOsA+NWH7g9XvnxrODlWny1MyOupqN+xkabw3nduCJeeuDMbuOyWC362tg7GFLzMfEMC4gCSc+QEh9/livXmF+8IZ8brYv0Qz3LFD4P0r/2vt4ap9QuSmAO3Zqggo49R+xXnkLOCyEqg/bq3HpuTA6EC7dSoKxZD5+p+MiuUXNL4bPDZFKHWRymH2Q+/l5pvuqyJvPpxqgOjPnttEj8+ZwHYXhlIxs5nQ3+VmpnrjpM5rWm09Dr413FKwrC3pzOcGG1I1sAcMaZyhb/7s+BrlxMetzw5uWEqc96bWusK2+GcOzGppWzimCi/1HfJvZysrOU1wPZlAakVhJ4LRi8JSLmVW7klFpAfzNsY/nzBhvDLhs8lsRy1iAetHNxfyzpCtyP+RsuFkxDGhOTcotz1JxfwrgVcblB/lw/dp0hMSBToSuUuXW7dUBsiIGyTgoICzRd8AX7XZDHI3IWXhL5bNiiYdK7a0T6BYFou2Da1gBwHx7u9MpBU/CZ4YnwJ3WykCXftqgtWtUHSJeCmPhKUkNgIxEytXxCm1i+oujYBkDTVBFcOCgQMjg43J/VFBDje/OIdsU4JgaQK/OWIycGBSsxm5e47+n5woBIubJ4TzozXJZpwB4E6Ry467//BR8LJsfqYVYvX5zg5Xj6jKkDo2W6eW7Q2URa4tjY3byQTiv3Z29MZTq1eEt56+paYKYruZwSGGtfhlUvD1PoF4fVH7o0kg3Ohax3ob0vS3bI/uiecC/VLViMneAf628LpNYsjMCdx9vZJsvVsTK1fEF3wFFfC53T38q5wes3iKusUx8NAcZFdWgVqPQ8kL24VIqlnoDuzYnmdHCcDJ8fq43PP94qafH1Or1kcA9GVEYvPoD6qgi7CnyO0bFvufXwWaYFj0Vfda16TwfZaA6mIIfDXM5Qj7ppLKWN8/LymywXvt5MTzlWOgPjveo/dAl/L+uGKNnoqvNj8YGINlUKCVg9PxVsSkHIrt3KrcsFSJhuSDHfDmolkuJuWp90VaPe0vLXcrnKxI+5GRaLgbdHNSKDYY0cIaHMaIC3Wkx29CcFwK4vOEclg/2QlIPHwvslMTmFGMEfgz8/Jsfoq4iFhdHbtoiS7DefOLRmyJNFaI8CkOAMnP96u/leguQADQaPGwlgNgrddXd3hylO3RbCSG7P6LuuB2pd1g4JZ/wtwCZju7OwJp1YvCWfG6+Ic7eleVpXSV77yOQsIAdeuru5wbKSpKmuRskuJDOpZlbvWmfG6xK1E2aHOjNeFS4/flVhOeNzOzp5wcqw+vP+9WbFiuwN0gnRp/0+vWRzOb5qbZJ7ieB00+z14aelQ9Pl2reePP7Mueadm0uTmwLT6KUvIe9++IWaaUj8F8Kj11z06MdoQA9K9sJ+ut6d7Wbjy5VuT+8R+7evtSGIlaGlhZXv1d19vR3jt4fsi+c2BZidcfGam1i1MiimywKCeU8am5EgTSa8Cyl1bLwDNgoQXHr0nySTFejm0qtIljAUMLz1xZ5wr3l+uG5pn3g8HzNsrA7HQoVtW/J3T86Fxk5Dn5ltWLSfB6hPvtdbCHGHj+uUKH/aVfRABIsngepx7PyRvvG2RoZxihhYyEgy31Ney4Ls1nDLCiYivw79pGU5iQJjtKpeGtyQg5VZu5VYUICDyzfyLhevDrxpHq9Ltvtj8YHihcVUkBr9uGon1QnKuVy80rkqIAy0lTkpydUG4LxfTkXOzEjhyLY0W0b09ndnFlIutm525MO9o70va9wVbxMP7Ifcm194LqEvgUau/rbIiHByoJGTHBRTnY1tlRcwaJUAx0dafAOLceCVYdQ6Fiws+5v0nScoJMgcwDkh57rbKiiQd6f6+9qQytZ9Lrd6p1UuS2Axm53LhvXt5V8ziI/CioGSByv197UlNkIm2/nCgvy0hSzkgI9L0+iP3Ju5CsoroGq6N99SuApAKWn/7qzfF6vAeL7G3pzOc2zgvVgPPuRwRKO/t6QwXt8wO7//hrBgnwTZrgSiOd2vrYPhV42hV0KlAx48/sy784rNjCYl1MOUkmx9q4/f2dMa6JsdGmmLBQZ8Ht+68950bYmA4wRrbZ8peH6tAqVscJjt6I7HxeZXbVE4Lz+uzmOOO9r5Ytf7wyqVxXLJQ8T1mhrjcvSVB2dO9LEnVy7lXtjS6fNH65+5VtAyIJLz37Rsi2RIR8DkkeCeRJyF2MkUrn5N9PUs6Vv2kdZCxVzngniNvmkPOkfpARYfGT2sulTi0JPt80Jqqe5l7x+gm5WuMvys5UuZrk3/PkQd95Abt6//+vvaaVhAqJNwCQsLBoPSSgJRbuZWbthgD4gRkpjoeuYBzP87T8+rjlgOPBcl9dzCfs3Lk/hIUE/TTqkAy4VpegX5qrT0onNchMfCFmuTEF3kJEPVBRMnb07G5uBL9lcbNBa+0/JwTuhZJePO6FPoEVEwXSVLF/ihLFgWwC2eCXgYNHx1uDq89fF/sr1+HmsXLT95e1WZO4y5Cd+mJOxNrgAKLlQ5WYFDAVqTGATr7JE322bWLojsVQdeVp25L6k+QtBDwibCIgLzz9U+ENx67O6YNJqmRVldF+GhBIuij9WN/X3u4+szN4eozN0cXJbpsuTXAiZ/eq+frxmP8h1wtpO380cLPh+cWrQ2/ahytes9qkQ+CM4JqWTXOrl0Urj1/Szi1eklVrQ+BT92DPd3LwtS6heHCo/fE+BHPLiaSl8sWpmdIhSod8Avc0w1L94yadAJFB9m0MijmQ++nQL1nUvMxMJOU5ov994QJHPeVp26LY+NY3JKiquo8XwUkmZKa74aTVidfIi5yKeNxsib5epOzEJCw63+toXSZIvEkcOdvTnp8TfM1LPdu+Nqka/izrf5J1mjtz42X1+F5TihyZIbvHN9BnpMjJG718OvkyIcIiGfBklLC3TTLIPRyKyEcnxIAACAASURBVLdyK4oPCMj37l0XAUTOAkLXqpybFOM5PixD1vbKQDZOwy0enjmLQJ9EJEcIuI/achIIgW0tptJKEWxR6+Pgn/tFUNzMTSKkj9ycdA0KIgkSZsFyczi1b7K6UGtGgUeh5QSLxzup4LVci6f+UTi6UBNA2FaZdg248Og9EfxcfvL2OAaBjR3tfTG4V31260eOGAnMOdgh0OVvrDOws7MnTK1fEN559sYYY7C/rz1ceeq2pIaHwN5MwFzz89bTt0TQJlCoIHO62HBOOa/U5J8cqw/vfvNjsW4FC/QpsHZq3cLw6kP3J/vdmqKPXJpUib2W9cPBI62Bv2z4XPhJ3doq9yv6douEiIj8dMma8OumkYTkk4D4vWPfScbe/f3fDVefuTkWScxZJ2QdOThQCe88e2OcdydlArpXv/KpJNib11dwuJMzVYp3F619vR3h5Fh9cnwOhCvGRCRKgP7Co/dEQrirq7sqW5oSBRCc8zlnGmp993dI42OQPQPPJ9qmA9rVhvopcK++KUkDiZG/D7ruzs6e8OpD9yeuYbzHnCPdb1+3CLJ1DT7X6hutPvrQKuH3hPfcn38eu7U1TU/ra5JbHHJWFV6HLlna92Lzg1Vrp66j5+bYSNOMShAnLtsqK2LxUyrgOAYnFE5CSF4k51yR9vIDK6tcsGpZQMoYkHIrt3LTVlUJXUHodK2iFWOyozdrsZBVolbldLdseGxHzrKiNrdXrsdNyM2IFpDcx60gWlDVJoMhKdxqZc/S4vxhBERWE49Z0fmHBlujcCRZUf92tE9X9nbALbJBNym6tkx29CZpeQl4tlcGYoaknOZOAixHUPRXtTtyQs5JEo/Z070snBhtSDSsup/UfF7cMjuCBMZx8N5wHgU6X3v4vngP3T2BIEQkR4BJFgTVm9D3K0/dlmh3qSGtpfkUQBNgo2vQ/r728O43Pp4EROs+EiQSpOzt6QyvPXxfeP8PZ0UgStckBVy/8/VPZCuAOwGR9eP4qsYk2NnBshMQvjM/XbIm/KRubfjxZ9Yl1c+dgKgeyI8/sy48t2ht+End2vB83Xj4ef1YVbxWjvC4RluZwF596P6YsavWWOm6deHRe8KbX7wjISwkhiLDjOmgxlqkzi0gsmjl0vEeGWqpsnLlxnZ27aIkdmFfb0d49/d/N5JU1f5gUgE9q7XAspJF6LusepwftxhojjVOunJNdvTGZ0vzIQJyavWSSCREAGqR/smO3nB27aLk2VUffBzan5s7/s93m/ErU+sXJPeE91TPvK95GlvuHeB74BaKnMWD8882RSJIQLiGUAapTe+P5prkjmuRz4/PE4918iC55tZOX9NdAcj9zILlBISuVyIhJQEpt3IrtyQGxC0guU+tgPRcyl3PgOWpfT0OhCCeWa+0IHJRpmZW5+RcseT2xbYJ6uUy4xYMWl18wSYJUZ94PkmMn09tobuHUQvu+0W+mPLWyYKsAe42QSHHMVJY7erqzgom9ZlBrS6U/V5QgCobD3/PkR9WTadfuQt3Cn7531NLTEuWQLvmmwGxO9qn0wcrXauCa6fWLUzaJJBxLSyB5YH+tphNi8D/8Mql4ezaRVUgWJYRD8oVyD0y1BLrcxAgS5N8fFVjuPbcTUkGJQfL6sOe7mXh/Ka54cx4XZLS1oNZc+Tj100j4fm68fDcomny4QTEC4xpDVE8yI8/sy6SkOfrxuP77Nfktd2yoeKR5zbOi5YAAfNaBOTEaEN4+2ufDKfXLK6qsC3genS4OZwYbUjqjOge7OvtSFzxaJU5u3ZRzOykjzKdSYNfC0QT9OtcBaLruVfcEAmInlEH7nx/SSz0TOTm2WuBkMzROqL+SLmh/siCxmfMQbETJM45++kAXOSf5MHBvd5tzh8tlZwjtSHLIttRYDqfD7cM83j9dSsC59jveW79cgsH1zq/rq8zOt8tz7lzKCckU9h/t9BrLc/JOVe8SYZsq6RB6Mx+xb9y8ZY1pCQg5VZu5TZNQP7FePjh/C+E739QB8Tre7gVI5d2N0cu/DwtZLUKE9b6TsCsBbKWpaKWNWSyozdZSLkQE5Trf3fhEnAjieEi7Iu1x6DomhQKbh0ROGCsBo8R4KYg9vMpGCWUOXfsjwSaAmN5DDVmCvCcaOuP7kkUfLmxkKS4YHcBr2rcuicEcU62nLhIeKtvBF0CGPrutRT297VHArKne1k4vqoxccHa0d6XZDbKAQoBg6PDzVGbrjHvXt4VTow2JK48BFqKc3Htu8CSQCc12Or3Kxvmh/e+9dGY9jeXXUhgVxaVo8PNVUX92Ccntb/47Fh0uRLxYOyHx3/QCqK6ILKEiIz81eLfC79uGslqbjmfHK8A+77ejiQDk8+Lnge5p72zq6WqzglB85nxunD1mZujxc0tHSfH6pOaMWr/6HBz4qYnK8b7352VPAO1xufxHOoLQb0Kcar9XV3diZuiK2NEgtWmyDiVEN4PjpXPrMfFyLqnOKb9fe2JJTdHtHLWA7kB0prnY+BzrDnSWsZ+K1Oc+ufPgtYNj8vx91b3g/3Qmuf3TJZEERkH+mrb7xHXLf9N7bulgcTG3xUpVbhW+/y7TNB1RZx9zSZJycke/kbZJnntRUlJNnKWkJKAlFu5lVtVIcI/m78hZrcSUZA7Vo6Y5OqE8Fidm3OzygWd54LPqUF3LYyOl1BgW1xUZVGQRURt1nK34ncXDp5dy92++F0Cg8JH/7NdCQtlqMlZXgSE9vZ0JsGa1L7RyiJgRMKVIwqTHdPZfdgX9o3aRflZ50gUBac+inOYyQKyp3tZeO3h++L8HBtpqtJ+qk+6pgAEgYLS2TrA0ncSCwFMFiu78uVbw9WvfCoCG81LLrMW50ZuJrq+wNX+vvZwYfOcJC5E43INO++hwDaDU6nhP9DfFi4/eXu49sezErcvAi2C90ODreGtp2+JbfJYB4u6h6p07paPWsXGSD70cUuIyIiTEM4lSSs/JBaeNphzI7etYyNN4e2v3hQubpldRSJ0/8+M14V3v/HxuJ/PjJ4HBaPz3EODreHU6iXJ7/t6O8LbX/tkYkFwMJ6zOghAu8uUfmN/X33o/iQTHdcSERCdf3S4OT5fvLduldB5em7l4kaiputrbCz+SeDv95L905he2TA/sfBwnmiB0T31/cdGmpIx+7vO519roc7Vb07GaBFie37vNEckdDliR+JHEuHFL9UXfXfLdI645pQFvLe8D66MktLG91OR5gofKq8mO3qrYjGlfFPcl5QSXAv8exmEXm7lVm5FUSML1i8bPhcXmFrB5Prt5/VjM2bJ8t9FApyU8Hd3Y3JiQNDPhbwWAcjFgOij774wq62Jtv5sTIlrnpzE8H8JGAEnH4sAtQSE/pc7kY6ndlskg5miXPhQqGh8/rsEjF/LhZbHj7jLmgs79fP0msVJRizX4ql9ggABftceunAWWKJWlPNHIU5rhojZtT/9SAR+e7qXhYtbZseaEwS9Ag45UKB7cXS4Obpu6Xr7ejtiFit35Tm1ekl0N+F86TmhNpyAa/fyrrC/rz2cGG1IYjp0rIPcXV3d4fDKpVWuRjmApblWYbGc21Uu6DxXaIyWEH0UmP6TumkS4ppe13K7Vntn53TROBbZI1DV/7u6usOB/rZw6fG7wjvP3hjjQJysqG5IzkKye3lXOL6qsap6vawVl7/06cT1bUd7Xzi8cmlVZi0HtiSaHCuzkpHE8jl89xsfj4oHb8cB+N6eziQtsANvvTeTHdNB8Xt7OsPens7w/h98pKrWiUC6nm8FzucICNcxvgsch0iiapBwnSEZ0nuXUyiwfbqtuYuXPkeGWuJ1uLaJGLFdKjxoJeHzwbWQa4LWAieIXINduZJTymhcOVLn188pflxmkAhR/qgtWj/0qeWC7B9ZQLhG0BWL1g8pMEoCUm7lVm6JBeSH878QfvyZdeFXjaMJIWAtkFwtj1xg+UzuWzO5WzGmI/e7wLqf6yZiulB5fAZBs75LA6V4EH2c4LhFhAv+jva+qsWZAEvASMezjyIUErJc/NWOa/G2VwbC0eHm5DvBuoSr95+xGrnjdF0JJ9Wb8PZJ1nLuZCI2IhQUnK71p3CWAFffOA8O2qRtdO2eQAO1h1e/8qkYP6D6CwJEAqQMDN/R3hePcbBBgT/Z0RsBPkGZqnl7gUCBJdaaIFHa19sRXVw4PwTGl5+8PWZ58pgIAjQREIFHgmOOR/flpaVD4adL1iRuV275IPHQukELqj4/+MClk8CDwem/+OxYFmDlCJ76rkKKbtHgMdLQn16zOFz58q1JVXQSkIMDlXBxy+xYrNPJjlz0OKc7O3vCsZGmcOmJO5MaFLo3uTgNAkA+87RUHRpsTWIRlJVNBEfB39Sik+ToHRaYPDbSFF57+L4kvsCP17VFZHd1dcc4G7q0qW09QyLB+l/zQGKk55iWg8mO6cB2WVicYLjFxRNM5Eic3nuRLr6DuraTF1f26Bok5rUsEYrnomKL+zWnft91LPvm60lufXFiQsLCNVi/c13nPpISj/3gesA13F2fc0q4ra3TcWJeB6RWAcIyC1a5lVu5acsWIsxlwGJdDycV0lp5DIhbP/i/rBckIrm0vCQIvjh67EcuBkPEQueTgPA4Ld5uRclp+51caBw5C8j2ykB0b5KAdbJES42EpmubRASYLleaSfWDbgc5weMCRnNDlwXup2BWlh2BuK2tg1VxIznLidypXNPH/72AG7WiAlU+BrlrMCaG1eYFgPidFoo93cvCpcfvSrTOBwcqCeCc7OgNU+sWVgEXt4JMdvSGVzbMT/oti4wyb5HU7F7eFWuDOBiZ7OgNl564M5xavSQBmQKDCih/Z88Dsbq6++zreIHok2P1Cbh1AkJS+eumkfDcoupUux5MSvJBf29qOnkswYlIyPN144kl0UF1joQoA1itoHuNW0UML26ZHY4MtVQVcpS2/dITdybJAzh3p9csDuc2zquKATnQ3xYubpkd3fdIQLzIXM5ypmeT/T21ekliKVM9E7pD8V4TQIvUMt7hyFBLuLB5TgLydY/ZN5FhjUO1UzRWxQxMtE1bM6VEUUHPE6MN4dqffiS59kwEkgVH3cVK7wxJCJUuTnDcIsD55rvJZ4vvMc+XssLvl77LQkCLkhMEXovffd3gPXSrhz83JAYcP0kN7ynX35xrlVs5eEyOZJCAuMykHHULiBMQt5aWBKTcyq3cqiwgf7FwfXihcVViXqUFRCSDFhGCe5IML0YoQJ8jIwTwHqQukKzF98hQSxbs5whJLQJC8J/L8KHrU/iRKDhp4Lm7urqryIUv/jlrjM49NNiadXESmGBbbqZ3dzIHmO4atq1y3TLDfogYuCCWtWBb5XpKYY5vW2VFbGui7XrMSE6YOhgSkGLOfQInfXSOEgPofFlOKMzZf6Ze3tvTGbWZdO/xeAFZKXLzSY2nAJm7wQi0ESjv6uoO5zfNjYH3DghPr1lc5UpCC8jUuoXh7a99MhwbaUqKCRJoUYv8/vdmRcsOLS655+MXnx2r6XpFQqGPgwsBDO3TX8aGiOD8pG66YCEJsWvEHcjKGlerFojApOpyXH7y9qSAIa0cqpzuhQXVxoH+tnB8VWPyPMhycvnJ2xP3rIm2/uiC5WAyB8hpyVBqXxEhPo90w1JKZn9nSELUT6VpzqWYFZDWPChTmPqlWBKRE/X56HBznDfNC4smkujwWaQ7GeNHcvMiAuKWAv2VcoYERIoQWgCddOQIiD45Uu7X9XZdWUNlz0zrBceaO0b314mB329fczU3OUtGrXXUj6E8m4mc5GStLCAeH5aril5aQMqt3MqtKDKFCH+08PNJJXS6UzG+o1ZmLLpikUjsaE9rZZCAbG1NYzPcVcuBuFsG+JuEXI6gcPHcVrle8yPn5sXvbpLW+XLXcgLgrk7q40Rbf5YsUdPkGXRIwqiJ0scJiIC+rkdtmZOPk2P1UXB7bApJh/ZTEBO0+ocgSfVDqKl07aEACkE4wYELVI1RGmGdxzoo/lcVrHWsgKyA0Z7uZeHdb3w8yaQ10TadqpP31gFH1FbDGkF3oZNj9VGjzHkQIXAQNtF2PYORx40IIJ5duyi8/dWbYmyDWzZ0fblrXdg8pypewYnstsp07MdfLf69xP0qF/ehtUJKCycatIJ4RhzPjvVXi38vC9CcTPHZUGIAzYlbQHZ1dUf3qnd3TrurqZq8kwkFrLsVSfdVxJJg+uBAJZzfNDcpKCgiQYvBTCTEK5Dv72tPCI1iTUhedT21w1gpfecc8P1wEC7yq2eRVola9UNEZnQP9N7SldAJiN5Vzp+O1XV4792SRc0+x8r7xXl0q4P+6nq554zna+1h4gmRCm/Xrcn6jc8v3y+35PBclxNS1uUUKpxnrke0jnN9dvnk63wtsuEyLydHt7YOxpgxrwPC2DAnIyUBKbdyK7esC9YLjasSsvHrppHw66aRrGWDxESuWzlSIsCvxTWXNYouVyQ9tDLkgsy5QErQ5AgHF1C5EbEd75MD65xr1sGByoxaIgFsERYu6mzHBZt+zwXiOyGjRUECytvKESQK80ODrVXHSmBTa+5BsDxH/3vsBckINZjULgqI0HXK2+ZYBdoIaJi+V2BG/wuUUgN9eOXSpCI1QWpOY+rCXfsO9LeFt7/2ySQmYG9PZ7i4ZXZ4/7uzstW2j69qTACRrid3HLmlsR/q95nxulivxK0uOUvLladuy4JRn9tfNnwuPF83nqTczWW7IgGh5UOEhNYSD0wnAfnRws+Hv1r8ewnYqkVA6MZDNyHfTwLy+iP3hms/+3R471sfjVp6j/WQNp/WA+070N8W3vvWR6uyQh0ZagkXt8xOrF7sG5/t3N+Jtv6q52xP97II8HUdD47XM6P76G5jyqCnvtSyNDgpIAFxQsHkEBynLDia79y7oevzXnnbbnXQ3Pt759913cmO64UOea7WWn8n+MyLENB6w+s4MdK6QwUJP3Tx9H20jOSsLTl3KVfUkIDkCIYraXIExK03LkdcluW+uzxiGl4pLah0yCkxSgJSbuVWbtksWCIgtWI5SDo8g9VkR29ybC743NtzcE+ri/rCa9BF6sXmB7NAXX8F/klKcgvwZEdvlYZHv1PblbPAuHbIF2m5KuUWcX3fvbwrSzJ4jMZCAqO+EYwo4wu1ixJabgWRNlSWCo1JwlakgCkgNRbvjwSmCITAjQTuhc1zYrpkap0FagQcjg43VwlRglQBmfOb5iZB4wrw98+2yoqkVoZIjlxU5Pb1+iP3RjcTByzUOqpP7MsrG+YnGvZdXd3hlQ3zw7vf/FiMkSJRYKE4giQVpSO5IDDb2dkTLmyeE157+L5sgT0CcrlgKX0rAW9Ok6q6H552l2SDAeYkGfr/+x8cRzcsfhTUrms8Xzcen+McWKaWW8D31Yfur6pwTm29iMXR4ebw2sP3hTPjddkChpMdvUk9FhIf7ZdVgmD75Fh9uPZHs6J7nROfHHH1cSkuh8SToH738q7w7jc/ltSQYV/03LkFUPt3dvYk1hiCVpLayY7ecGHznHByrD6eR/c/kgFaQBTbpbgOJ10E7SSHcp9zcuPP+I72aTeyHJjn8Tva+2IRR7fAeF+kdOL7K4WJlAFODJxM6ZoO7CVj9JyqL1wX9RtjxfyafHZo3c5dzy3Cuf99ztSnnJzKERJ3j3a5tL0ybaVnJXSPB3OrSElAyq3cyq0oZogBYQ0Pd8WiheI3LdOVjXNkhO5av24aqdonsjHR1p8A+JxFRPv8fJIRXyxlEXG3KI/90KJNS0vO6kDNmfZLiHr7HuBOwZBb+NUGhYT3g6lwdY5qbFBD+9bTt0Tg4NYDJ08CQ6fXLE6OnWjrj24adG2gBk31MrxPqsguIUqgLlCiIFwJbgfarpUjMZpom3ZHee87N4STY/WJBYP90TxqnOzLzs6e6FMv8Hh6zeLod08AzPYc2GhcdLUSUH5lw/xw9SufqooxEMgi2FD/9vV2hFc2zI/WGR2vv3L3eu3h+7IWEIJxjVFj0u8kpHx2f7ZkdSQgntffLRq5eBC3fPxg3sYq7acTkJ/UrQ0vNj+YBUrsK8f/2sP3RYsGwS3JlywIx1c1JiluaRXTcyOCSMJDEK/nn1aO02sWJxYHtcd3wq0evNdevV4uU/ouVzvW9tDzymN4371uiBIj5Ag5ycGRoZZopZP7n1vVJjt6Y+pdHce+a13gfdT7xnujbF+8v5wjkQEqFJwQaH3SPaGLI58ZEgAd5xYQ9o/nOYjnM8B+OzHYXknrimi/lCu8Ru6Z9zUm95fPUo6Y+LrP8dSyfkhW8neu9ZQbLpd+0zIcCQiTTzjp4PpREpByK7dyiy5Y0nD+xcL14VeNo1WWCCcedM3KxYV4scFcxfRc3Y+chYX73EqhrFLSxHgmrZmsDryuNPk5Fy8nQjlLh7679UcLuwTdyw9czy1PC4oLM/VBxI1uWuy/2qHwfvWh+yM4IKFywSOrhgAbhdNEW3+48Og9EWCz+q/6qSB1F1IEOfIVp6AV6VB7dPGihrHW/RM5uvDoPUnmoMMrl0ah6cBGYyTYZ9XqnZ094ezaRZEs6J54Fq4c4NjTvSy89fQtSapbtXdu47yqAmSywBCIUPt87c8+Fi4/eXtSJ0TAZ39fe3j7qzeFaz/8nYRAEfSSPKlopceb+H17aen19LsiCSIO0my6xWMmq0jOOsLYEJGQn9StjUkvCJ6oqScI3t/XHs6uXVSzqjuP3dO9LBwbaapJMHa0X09GQBBKMEz3Hm+XFdQFUllvotaHGnldU1XedR1lafMigXRnkruXxnJkqCWJR/F3j+8DlQFK5qDnhdm2WD/l5Fh9PMcD+nOgWvdwf197tEAp/bSu5cBbliAC9hy41v2hq5m/Y2xXSoFceyQMbmHg9dyFi+SCZICkzwnojvbpGkBsKze2WgRHlme3wqhtkksnUCRkbJtrLMettVxKLvc00H66YNEK4v+XLljlVm7lxq2qEroIyLbKioRk5AoS+j6vlO5ZsHLExQkGiYkD+ZeWDoX9fe0RnDoZmcm9Swt2jkxoIXVSQhNzLYuMA2QeR7chCgsBH1/4dXxusdcYREB0nkiN2mYqUGWsqqXBkpDa39ceDq9cWqU1Y7yG5k9CnsLKrRQELdIgS3C6YJxom3YZk1Z0V1d3ks0qRx4JbBikS4DhWufJjt7oNiLQpL4JaL35xTuq4jVodeI8U1DvXt4V3vziHVWBxVPrFkb3J/ZFGZYIQvT74ZVLw7U/mpW0J3AhC8mlJ+4M1567KWrg2TbJh0Aj3d1c68p797Mlq6vS7zIQvVYhwlyAuseJiMCwKKEC0VUV3eeY4xGpOzhQCW89fUt484t3JIH6bgUSUbiweU5MNpB7JlSRvhYBYaICkdjDK5eGS4/flQSJ83pOCHNaasZG6d6LcIpsvP+9WdHCt6O9L0ytXxCfYREOKhFYY0PAXO8t3wvvH93zzq5dlFhAPG6K94N9z4FyWiVEFs6M10VFATPMqX+qK1LLGuBrqN5dWVeciDAWxC0XPie8hsd5OLny59T7NtHWHy1GmjNa01wRwHHkiMhMfZVShjF7TmD4HObWMidWnB+Xr+6SRQvIhxUkLQlIuZVbuWlLCAizYHnAuQgDycPW1sEqYrKrqzshG05ApNXX/wT77rrlQexONhzsi2w4AdFi6a5bXEgJekl6BPBruXGRQLgFZWvrYNjX2xGODjfHtrTQe6C8tO458qG+EJCrfQog14QpoFQChf127Z6DUREPahspyNyikrMuueaNxIUC8chQSwQdO9r7EmtLTjDqfGpxlTWI86CxT7RNu684ATm/aW5iAbn0xJ1VfvYCDU7OHBDoOGqFVYeCqVA1n54Zi2N/7eH7Yopdt4Ds6V4Wzq5dFN784h01Nfsc48GBSphavyAex/kjGHn5gZXRAiISMlNOf7duMCCd+f79fAERuWD91eLfCy82P1g1t5wrjWX38q5wdLg5vP21T4aLW2ZXZQrjPAmAv/bwfQnRFBjU+3FspClcePSeqv2yNp0cq68KQj863BzeefbG8NrD91VZJN56+pYqzb1r1wkiCR5J3Hcv74rpcUW+VFNG/SSppEVE7cuiktOm850k8NW1nGhMdvSGi1tmJ3PLa3N8/o7I4icSpZgRvWsE7gcHKtn6OLn2uc7pXJEkrSE+x1xH9KF7lu9TG3w+1KYrYfjM5u67niFZP3kNWmh1b1xJ4O1zXSfxcELEc33dptJL+3NrA/9nHOXLD6wMLzSuigTE0+1ScUF3zpKAlFu5lVs2BkS5+V9+YGWV9ULxIbU+Lz+wMpKUnOWElg6CdoHsXLHDWsRDx9CFKUdMcpYJCZFa7lX6baKtvwpU54iH9nk8CoWUtJH8jZYSgnS37rgQIJiggBG5kQCkMPRxSkhLO5kTzltbB5MgTQk516Z537RfoIiaNBEz9evIUEt0x9jZ2RP/p7DNaVjp0z/ZMZ0NJ+f+IlcwVdAmyCSwf/Wh+6sKpSlAOUeC2Bf3mxcheufZGxNgqHtF8KZ+CiQdGmxNgqzpvrF7eVd4/ZF7Y9Yt1/7zIxA9tX5BVW0F18q//MDKmkHoLEJIMiGS4dmvuF9riseAiIQoCF3Ah65YtObIwnBu47xw9Zmbo6Y+RxxICNyS5FaVA/1t4cRoQ5V1Thr1S4/fVZWG9/DKpeHtr94UCyKqPRGknAtMDkyzP3KVowWHFj5ZPOje488GrYEam5Nl16rr2hq/iBD7pvNEpFWVneTY31E+a3q/tlcGkhgQd82kpUT7CYb53rFvsqjIRY3Ane+WKxLUzr7ejqr4EJ2r50v3opZCxC0qTgDUlrtM+hqQI3FOQNzCQWuGywXvb06WuCzjWp1T/rn8UfFSrhUfVhOkJCDlVm7lNh0D8i/Gw/fhgvVC46oqa4THeuRcsTzrFUmI0vgq/kNkRcLK4zw82JzWDS9UIrHJKQAAIABJREFU6B+dp0W/lpXFLRa8jvonS4WIgVs/pGUnYaB1h4JDrlEuEEiIuN81TvT7zWnFJLQVm6HfZhI42yorwpnxurCvt6NKSEn4CRBtrwyEcxvnxZS9/LBNah+Pr2qMJC4nTHOaOxYXPLV6SVXwvc47vHJp4haiIFwHeQIf8mFXWwza3dvTGd7/7qxYnFD9kYabwjkn4BmvoesdG2lK0vBynO4SpfME7hRkznN0H7xdamYJGKVlfuOxuxNrES0hJO/SZDKglK4Tfxf3K8aF5AJQ2aYsIH5fHSxrvmQVuPDoPdksWG4BObxyaRw7SQrn88RoQ5K5ioB4T/eyxMKh9vf1doSp9QsSAqR7d2K0IUtAfFwCzfrs7ekMhwZbY/+VbplgXJnceI/5P60jShfsBN7XGD6LJA2uwGD7SmygZ5ppePl+sy6P2mZqYXdDU19EFNxVye8PCQ4tjzngrn762DlukgE+kxNt/eHcxnmxX7m1yBUeTlC4HivOxX/nvdJxtJSwP7X6kHuPWNjVrdU5y7Ur7vjsuPfAtsq0q/Zzi9Ym2a9ybpl6/0sCUm7lVm5FkakD8ucLNlSRDcZ2THb0JoREFpFctiwnLNSkuHuV/0Yg75YTEhUCdP6umIk93cuSRZVWkxx52V4ZSNpWn+kORcuGhI1bZzgWCc4z43VhZ2dP9tpywZKgyLlgkYBIyJ7bOC9sq6yIwdgCCDrGSQXnS0KKQp/CjgJXbQk05DTo1GSLuAiQuWaQbUx29CYghmDv2EhTYoGga5e04BLe0vi6lUH3iUURX1o6FI6vakxca85tnJfU33AC4qSLYzk20pQAfD17SqnrGna2S0C1e3lXuPLUbdkYDwGs/X3t4dLjdyX3nCCOmun9fe3h4pbZkSA5mOOz8ZuW4cQNy4NKGWwugsFihO6qxdog3McsWL9s+FyVZYt/+Szs6V4W3njs7nB8VWOS1Spn+VEAudyk3AKi51OabQJdtbG3pzPeJz5Th1cujWmQdawAurJDuUacz6JS+ZJcel0QkS3GFAm8O4nltWkRZFKGnNVO/WJKaFqLeB9EivQevfnFOxLLkLev95H3UGPX+5wLMmeMRM4V05+RnZ094cKj90TSqcrt/kzRsuJWmoMDlRgrlwP2UkBROUKli88p1yD2V5YfvtMkIFwXRWjd4uzkiv3MEV/1U89YjnD4WFzuqB1XvunDQoR0tfS1gFbRkoCUW7mVW3TB4sJBUuEpeQXieQwJirtfeSpfEhDPdsWaHrnsV27loEuPtOy0brz8wPXYCm83Z1IWWeBiK7Dq19dCLaFWy9WLYN8FANt0YaI+kIzkhIv8vFnkT/soLHMWCwlVCUW/Ji0RJ0YbEmFKweRaMwpKaZe3tg6GPd3Loh8225Gw1Xl0Y3ENrv7KRYaxKSQq1PzRhUV92dHeFy48ek/i4nJosDUB6q49dBJEUEBwSAA7tX5BVW0IAUonDwKe5zfNDe9/d1YkGAQp0uQeG2mqijvJacWVZpYZmwi2HXS80Lgq/KTueiYsukzRlUrEwosRkmiwJgg1oLJ+PLdoOgOWg3+Ol/OlGiDM/sV7RY32nu5l4cKj94Q3Hrs7sWIQ6OkeiZg6iBQBYdt6Ti4/eXsVOaQbFefXybfcyUie/DstIOrn5S99OrHmcLzKDsaCggzm5rrBd2pbZUWSEntfb0fy3nBelM2NAfN6Rz6MKOhzavWSxPWK19A4aQHR+0oLK8mDlBw61kE454dEic8bUylz/ciNgdXb2R+uVRyv33damfTuMf6Ec0elEN9Vd3nTtc9vmhv74KTT16+cK5auS9kkL4CtrYNVslWyQlmw3GXTXTJLF6xyK7dy45YQkB/O/0IMQieBqOViRVcrko2c9YSuV+5C5S5d0qrwGtsrA1WkhG5VBOrcJ4uDFkpdj9/d5MwFNrcgOyHJEQpWcaegcE2TtyFQntvvGjxq8gRUeD1ZBFzQkNDoQ0uO2qUmT0JPQl7XzWnRKCBZI4B9JwGR9lLtM32oBCevIYErf3InIGpHLkzeF2lfX3/k3sTvnhWhaZ3JkSAX7ASrau9Af1u48tRt4bWH76vKhHV8VWMCVglW9vZ0xiD0HGhWLMTUuoWJ3z8BnRMWWd+ojSbgotbzrxb/XrRQMGuVazOlsFAGPXe3cK0nz1EKXllACbxozdAYZAFQYDbdbkhW9S4oNbKykDnYpYUtR8wINr3tgwOVcHbtoqrYkHMb50UttysK/B7y3k609cf7o/37ejuihW57ZdoycWykKbnfnJ/9fe3xeRBJYhA6r89nWuPRdZR2OBffoWP0fDp493eb76LuAcdNa46O0/11KwHXD/aFQJ3vkVsmPO6Cz9vJsfqYupzvt/rkY3IAL2XP1PoFcU6klNA43arkxMRJ6tbWwWgZ9nklgWFf6frFvuWUW654oFKtljzkd5e3TFwxk5tmmQWr3Mqt3LQlldBVOIxZsHL1PgTcc2l3c2l5cwUNCf5lGcjFm9CNyd2WXIszEzHgfmpxciTEs2g5QKvVtpMa9Y1AXpaaWoQjp60SSDs20hT29nRmBeBMWleSElo5pHmTdtm1YxSMihEReFGbOa2aC0UJRrp0ERA4wWEsBwmIkyNpnEmiNObJjt7wxmN3J+4z8rHXsa9smJ/UENi9vCsbD5AjHOzH9sq0pYd1GQSYL2yeEzNhETTt6+1IXMIIvic7eqMm2gmK+nl27aJw9Zmbs4HYrh3f0d4X42VoNfBxaX5/3TSSFCSkKxYtHCQkMxUeI/mg+9XP68eSOSQ4I7iWS9WB/rZwaLB1xvofnPu3v3pTLMLoFjW1rfufIx/nN81NXLcEpF996P5wYfOcJEnAzs6eGLdTCyCSnFJjP9kxnZ6WfTw4UIlZrwRiFU/lmna3qO3s7AmXHr8rBor7+jO1bmGSdU5kQsoAtesB75w3Wg4F0vluHF/VmL2nJCBqn0oFxj05YXAgrQ8VD07m/b1wJcK2yoqoDPB325U8vAbXba63XIf00TrLPuXIQG5d8d9Iinxu9DvXWa6b/q7nFFI5ObqtsiIhKE5MPAidNUDcPbMkIOVWbuWmLSlEKKDATFczkYpambA89iPXFoG6hB9JjxMQLai1NDNcMGkloeWB15BQrkVQarlpsT++mPt1BMb39nQm1ohcv6lpI3jkuCS83aKxrTIdkH16zeJE2LBPnsqXgntHe184OtxcRSa8orkLZdc20gKi36XtzQlLXV9F09QetcgENy7s6S/uWlEHHdJISvgLlNOVRAHedGMg4KsFGLZVpv27WXFcqUpffej+8PbXPllFFKiVdQIiAMrCdJwP1cPIpeJVGwSc6ot83Un+OJ8EVL/47FiSkpckROsEyYen3uQ+r/3hFdA/jICIIJ8YbYhpaRnU7+RjV1d3ODLUEq58+dYYrJ4jcru6usP+vvYEHOovXZjYvmq+nFq9pKqS+ZUv35q4I/F6BIzuMrej/XrBTv2m4p86jsUCea6eCdXPEGE7M14X45IcOLMNWYu0j7V06G5EsnWgvy2c2ziv6vnlO+EEQvdSMRr+XvGddkLId0//sw0PzNfHCYsDd65tJFi8Jske35WcZcHHy/uTIyBah3NkVc+Arzu8tn6XPFL7Wst9zmi10Hqt3+mqzONmsvLrO4PQmWrXLaAlASm3cis3blVpeGkBceKQS607kxUkR1IY+8H4B7oukcDkLCa0RnDBFEGgryrbzsVwOACrFb+Rs4AwdkOLuZuvt1WmLRenVi8J2ysDCZmiIKAGUq5ULixcsNLawFS5/Kgt9peESZ+DA5UqIkEAphiQHAB364c0ywLwJC8kJiJlIinazzz5DCx3kCONqYN6giAKZk8vqpS/tBTIR51gwV1Mcs/O7uVd4fKTtye1KXYv7wqHVy6NlhYPhM5ZLggomUXINayKhzg63Jy044BHz9Ouru6YEcrjRhz86F7+dMma6NudS8ubS8lLcsK/rP3x3KK1MfuVg2MCyW2VFQmhUEY0jYljoKVkb09nOLV6SXj1ofurLE/6yJKRi5NQe4zpIQE5v2lurGVBEKwYo1oAOkdAdB3dR11P7oA6Vhmw9F7ktOxSUEx2TNegUbFLJ7l83jwg3mNefN62V1LLIy2cOSJHRcdEW39SbJGpuPkece5yFg8nEAT66pO/U1wXfC05OFCpyuSlayijoNZWvjNOuHg+1x+/rpN//18ywt9PrlNcd10p5GOlwsz7w7VMMjCneKO8pVVEf+WuyVgPEg+3kJYEpNzKrdyyldB/2fC5KhKRiwOR9iNHGJy0OFF5sfnBCLqdJPB8j/fg8bXS9NYiCq69cS1PLvCdi3SOvPjir7+8jgumra2D4ehwc9Kufhcg4YLvZnQKKv4uQc8q6xTuPhcuzH1cFFpMIZxzuWA/a4ESkhECe2mQ1T6DrynEqbETqGD2qZ2dPeHiltlZgCAQQdeXfb0d0Zdfgvvs2kVRI6x+KhuVAwoCSgFaacYFsvb2dIa3v3pTDALn/dB5OZCnWA/Xdut6Apmuia8FHJUVSf1gzI3Ps8b3m5bh8PP6scQK8uPPrIuEQmTDC5DJ6qFzGMyu2h+/ahytejbcKqB3YV9vR7j0+F1hat3CJPicx+nYPd3LwvFVjeGdZ28Mx1c1VqXKJcAXYSR41H4RNb8ne3s6w9S6hfHe8P6TzOasZjqWhfb0HLLI4I72vsSatr0yndKWfeW7JVIg4DnZMV1kUxZMB/l8PkRs+A7pOL3zvCdSEKhvIkk5oqBrkKyw6jzXEV2D13dQz/fAnxu9377m8FyuIzwul+5WHyd8Iu+8p/7eOEHwNcPXJyctTi647vr668oQ3X9eT2uy9vH6bjHntT/M8qGxvrR0KGbBYqIKL0ZYWkDKrdzKjVtVGl4FoXvqW8ZmiHi4lUP1Q3KWEZIWt1DQNcqD2NWmA3+2Q8Lglg4ttrUyabllw+NBcguyiBMXY2mDcos1F3iSgBwZkpDIHSuh4iSCQtKFiYB9biwiJRTQFGwOInQdujJIAJG4EJQI5OSEo6wz2ysD4fSaxVHASiOsPilDl8/lRFt/dJkigMmBaWmRmdp2T/ey8MqG+Qno8XoZE23TQfG10g/rPFkYXtkwPxIdubcwdSxjUHYv7wonx+oTH3FqdY8ONyeB8w4i9/Z0hqvP3BxTp7pLi+4Pyc7FLbPD6TWLE+CZIyAklj9bsjpaQOhqQdcs/i9NqAiLu179suFz4Tctw1VAlXNO16tjI03h6lc+FdPFMo6F5EDWjzceuztce+6mcHS4uSoDlo7d39eepHjm+EU6c65SR4ebq0jfRNt0QgTW3chZAvQsn127KLa9q6s7nNs4Lz6HGvfJsfqEOHlsEgnVjva+8OpD9yfH6xn0ueUc04Khvrr1L2dlYJC4CAXXJrc+qE0RLVrsHGAz5iUH9NV3kSO/rxyvn+ekhFY2WiVc0TETUff7rDVPY3AlVk555Wsv15ScUihHpLi2k8RwHCRS7JO3I7mga7hM5Di2Va7XAclZR2n5KC0g5VZu5cYtsYAoTWYuCD1HKpha192wcvEgTkBICkhCGPtBDcxkx3RRQYJeLpT7+9qz1gy3lnjb/j+PceHqfXJwnIsj0e8SsL648zuJhIgIr0si44KMglW/yY2Hx7JfskgoIJrHsWCW3Dsm2vojiOC8uBaOQsyD2SUACRZUcVxzRO2//PRdCG+vTFdRp+vK+U1zk8BYAoT9fe3hnWdvTNx4mOlIBMQzGTFmwoGJ+iRwenrN4oSA7OvtCO9+82Ph0hN3xngN9XV/X3u49j9/PII4t1gofa5rjHW+sludXbsopgF2Tb/GLoB+aLA1XHj0nphtiOArB6b0/Mkd6yd11XEhbulgwLnIh+JJfl4/lhBgB8Yau1yvDg5UwtVnbg5Hh5tjNiG38GjMspZc2DwnnNs4Lwby54jEybH6JEsUiZDacnAri5aeTX0mO3rDocHWSBI4nw4aCbIF5t96+pbogjXZ0ZvU9FB/PQCd79SO9r5IrNlGzorIcYoQkXAwHbbHgOn6Z8brorWHKXxzINotJzpPf9mv3cu7qmJycpYKvZM6x7O7ebsalysROLZaJJzE0cG8r70E8LSC+Prs6yOJFtuSxcvXvJyCxcfgpIIywZVRVEK5LKplCeH3XCX0nJsmSUlJQMqt3MotVkJXDIgIiFsiagWYy01qpqBzuVTVIgUE6x73IU23FkgH+LXcrNh/HjeTxaTWIkuQ7d+5cOdIip/HMVAISGiKqJAs0Frk5n3Xqr38QFqwUG352Fz7Jt9rXosCXC4h1JrSGsHx87rbKwOxMOK2yooI3jhmafuYvvLQYGsCMmkBkpZPGlj268hQS0Jw/Bqn1yyO7ipyqaHWV1p3glJZRdwK42BrT/eycH7T3KTSs4oRvvetjybZvQSKjgy1JJmBCHZffej+pJCeH6M4kPe+fUOS7ckBPQH6gf628M6zN4YrT92WFJ0jcXGQs7V12oL4syWrw3OL1sYMWbRuMMicdT5kNfnRws+Hny5ZE589AioH87oH+/vaw7mN88KZ8bqkjkmuryKTB/rbItmT9YOWAIHJk2P1VZXm1W4t9ytZrEhqNK/HVzWGE6MNVf0i0RaoJLlRRjPdC42dVi0+104S9cxefebmSDqOr2qMxDxHLHnPqVjY2dkTjo00xfHSGsi/tMzRpYdrDN+5k2P1ybuq85wU6V4RoHP+/F3jPVNCAbbBtklecoBebel6OeLo8+7Eg8f6cVxvuW5yDXbi4IqAnIIgR5bcQu6KK7bnFhDKT5dptdyaX2hcVZUFa6YUvCUBKbdyK7eiAAHJuWDlrB9updD/v2oczQanuxuWNCZONNz9yq9By8dMlgwnNVqQtdj6OSQivsAyc5THi2gBlhB/ael04T4nV6o5QkHgizg/FAx+LAWzC5PJjt7otkTBJAsHz3FC5MSG86P9zIhDAej9IQCRMD4zXheFOwWqA3r6KUvju62yIhwZaqkS2urzidGGpHr5nu5lyXUcRB4baUo02Be3zI6uMzpG5Idg58RoQxUgcK2nsmixToW02VPrFyQZtwj6cnEgchO68uVbkwBlaqsnO3rDkaGWcPlLn45uVcwORQKmZ0SB8VPrFoap9QsStzA/x4HRS0uHwq8aR8PzdePh+brxaA15blFKSEQ6RFaerxuPlg8nvtSSy+ohAH58VWO4uGV2tBzVynyl8/d0LwuvPXxfOL9pbiS07kakZ+TEaEOVZUvHqKgnCZxS+1758q1J0UBd9/ymuVWudK7x3l4ZiMUj1a6sPBrbzs6eMLVuYVKEUPElBMmM4dF5Gp+sOyTWrmHXM6ZAdT2/alfWHh0rAkTrEP93IK51g4keVIhU/eZzputrzul6qOeP7yitSDrXa5io7cmO3nB6zeIqly6+S7qmWyqcrMgqnZtTKnLctY0WTJIFjotzqLnw45306F0SceT77hZyygHKnpxyymWUK/v4XQSE8WAeE+Zpu0sCUm7lVm5VMSAKQlf8Ra1MVgLZ2yoragaZ54LQZyIfDtzdTYsLIYF+rd913p7uZVULZ87FSwu2XL10zUODrVWWD7cU5IiQkxVac1wICBySgNAKwr5xP0kJhZIEkbSy+j1nXSIIoFByoMi4DhEbuZS5wDsy1BLPU1C5SAOvoz5Tm0oXDScrTp6ODLUkRdyk1VbbLFS4vTJQ5QYlzTaB6uGVSyNQoiXF++0aWgXZKqWqgJCICV2tnPB4rILA3dT6BUk9CIJpgdOTY/Xh0uN3JRm4CEY0HyQ8e7qXhWMjTRGAUtvuAN/B0csPrAw/rx+LblkiJCQd+v0Xnx2L76iTGl5H5EPpgk+O1Yf3vzsr7O9rT4iVW3VIQPb1doSLW2bP6I62s7MnnN80N3Hxc214LluZ4ocuPX5XYgHRvWWSAbbpoJzkV6BXz4Vc9s5vmpu4nB0baYoukj4mPfOaH7lrOTHIzbssNwLKHJeqzefuk55FutHl3gu3MMhCwd9oXdA+J3H8qzWElkT9dZLG95IZ/XwedF2mvdW1dEwuJa5bNjiHXOe2V9JihFyPaxELV3Y4oXVFDhU+Tk5IsrhG+3rq985lo8tb/f5C46oYhO4WkFopuksCUm7lVm5VhQj/YuH68IvPjkXXqlqpdz8sLW+t+iA596hamat0DC0ATlhcM+P7uFDzGh63wIV2T/eyhERowdX1SWYI/GnqzmXUEuCvBahd88y+6VrugrW1dTBq/SmICDpdo6f+cb8ACYXTi80PJkBA1xFod2HIOaU2WBp875uDDGpcRQp0DREYuvAINFzYPCdJQSogomMElCbapn3W6d6SS4F6oL8tqcGxtXUwEiJaPijoNa6jw82xQCDddPb2dEYtuWvWLz1+V2KF4WdvT2c4vHJpVdwBgfeuru5wavWScGr1kqy7loN2glXFNMiXnvt4roN0PkuygP6y4XPhhcZV4YXGVVUEMwcqCfClKZ9atzC88/VPhLNrFyVuVBwzARXHdGSoJWtl0vFyZbqweU6WoKgdunoxFuXVh+6PgJ0xRBc2z4k1Zvz+cewaJ8nnvt6OeO5kx3Smsve/NyuS9smO3nBitKGqBgi17LLYyTLAmiIOWglwD/S3hZNj9cmzxra5HjGOI5fowdsm0Oc7TWuLWxeYUjuXUpzrh9qXK5buhT9n7L/3R225ZZdrldZIJvPIWUB8PnIEyskN3w+24TE1khuMu/P1nu9pzurhv3ucpcZJZVnuQwUclVpMw6uYsJzrVUlAyq3cyk3bjUVRhO/duy786f0PxSD0XAVzfV5+YGVN4uGkwgkJ0/hqARRApFXASYovfLUsDAKoJCkO2Kn9Z7vU6Ex29FYRFR7v11RaTV0/Z4mhS1NuUacwyQmaHNnRPhED1/5Rq0gyw7bpEvHqQ/dXtS+Xg+2V6UxVOeBNQeekRISFtQDk6jDR1p8UIGQWIQGLnCuBxiCgokxSBJM8Ty5OctNQZXKBUqZFnWibDg73LEh7ezqToFAHAQI5+/vaw3vfvqEqJevu5V3hzHhdEvhMECpSRPAi0HFyrD5qxN0tQ9rVwyuXhktP3JkUG9R+ghO3sKio4anVS8L+vvZEg6v5ceCb0yTXAl9ONlx7rzGqCv2lx+8K135+e0yH7Gl3/XyNSRYdjw0g+ZA1QSSFbekZFfBXf+VCd2r1knDt390YrQsiaqo54sHcOYCu+hmc21OrlyTP4t6ezuhORytLjlT6eqFnnAHs/qwQsO7q6o6WgW2VFQnJYXVxpjJ2C5uDXr8O1yW5J5HYOxnw54xrTK3n2EkJj+E7wHb03edV6xXvGxM11Fr7eA9qzTm/04WX65v67QHzTiR4jshdTjnA/3NEImdd0Zpfy03Lz/9Ny3A2CxYJh2fFKglIuZVbuVUFof9o4edj6ltWRKcVwwmK/r7QuCouTh7H4TEj1MAwVoMEgoRF2n8H+LRyELAS/Os8JznUqLtp2YmGruOLrwiLBGqOWHAhl1DJtSPhc/WZmxMLAo+VsHABRGEuC4S0nAcHKrGf3kcKe1lAKIzoMqEsPzkATqFIS5AEurLbuDDmNaUJlmAWECB5coKzo70vnNs4LwLP7ZXrbi46lsDn8Mql4cx4XeJixWxQsu5cevyuCAI1D54dy+dAWtjTaxYn2bkEbg8OVJJgavVXWZRyLlqK7Xnn659IXFhoARG4lnZfgdJsxz86R/269uNPhKn1CyLR0X5aRDwIPEdMapER9pnWBWWuOjHaEC0fcmlSNrEcASHIlBsT61n4RwH4Z8brsmRmR3tfODhQCSdGG5Jr7uleNk0+/mhWuPT4XQnBEzkRWc1pvQnAz65dFAkOya/uFe8JSQpjhJzgTbT1J2RXBSydHHAe+L8TQd03Pme8D+7CyPZzChSSC2XVIgHgXB1euTQhDQ6Ma5Gb7ZWBmMzB40O2VVZEos331ecjdx2tWSQ5Dsj57pMY1XIny5EYrdn8jcf5uplbf9QGCQ0JiCzWMynTtlcGqlyac8e6B0AtAlIrFW8ZA1Ju5VZuRYEYEBYiZOyH/hcZ2dHeV2XFENjPWUychPjCtqP9etXvWvEfBOAiKtsrA8mi6BoZXyxzi6jachO0Z8oScCdxyPnC+vXZD/XXLRr80M1hf197FVFxEkXiQuIhoUsAQ6GVE1ACDm5luPDoPREAMTPV3p7ORACTaLnVYqJtul4HSYNrKUUUVHlYwJuC1udL197X2xHHLasK3TEcwHqArtx/CMQEaPTbocHWWGuhFhDQuVPrr8dt8Lq7l3eFt796UxJ/oPYP9LfFoooEMXIBOjbSFDNs5UC4rAAXt8wOF7fMrgpI53EE3Xo+Dg5UwrGRpvD6I/dGi9Lu5V0xmFvAmB/9JqJSi6CQLNEasad7WTg4UAlvPHZ3eP8PPhLOjNfFe+kpd9kOXer2dC9LKprnCJH6+epD9yepZXMkRlXBdS/3dC8LZ9cuCtf+9CPh9Ufujal9FUsztX5BklWNQNMJH60fap9WBz1ntMAouxOBuVflJqlQBXWtB94fup6RtIuI6ji1rfo2AvciCbWsPALj3E8Szn7wHFpIHJTnCC2tBbIY6C/XO5KBHCHjXItg+LvNdYJrqNZI3gtZ7a58+dbkefBnwy0o3scc0ZyJmHBOailItlWq60H5WkrZ9JuW4XhdymHJTbXzYvODMQFFLg2vCIj+LwlIuZVbuRWFWUB+MG9j+PMFG5KMVyIhIiBu3chVTM8Fo4tQaCEXMGexJgf+JDgycysjEgmFx46wjwwWF3hxAkIgm7OScMHOEQcnA1q8+VfXoiDgeRrf1tbrLkM61gmWg/xc5XBp2uWi5EA+RxT4kXVEBQhFQKTpY3FBgQC1RY2ahK/AzbbKiiRVLoWjXHEEBgR2eBznWddgJim1Q8Am6wJBh8C5+s9zBM4EanWO1zzIaTKlNT820pRN1/rqQ/cnxRO6LJHbAAAgAElEQVQJAAVuqSEmeL2weU6SHcivqzam1i8Ix0aaEguOkw+3RCgA/MRoQzg5Vh+OjTTF4GfFicgNTd8VO0LCQO1+joCon3u6l4XTaxaHy0/eHl57+L5wes3iOH63vPhcsb3DK5eGU6uXJGSF4E3H7e9rj9YLglitC0eGWmLKYxIlVVafWrcwJgug+5UyL/F+6d742N3ioLkT+FQ8Eq/vfeb9F3kkYZLlyLX6rt3f0d6XWG5EQvX+iCTv6V4WXn/k3nhfzq5dlCg3uE69/MDKOC6OO2f1YF/YJx7HvhOMs00RCKbiPjTYWvVu5AiIg/wcoSIZy1lAdIwntiBp9OeRzx6JIq1ltP6KoLBfXLc1J648yq3pOWUe5aMruLZXBmrGWwoP/LppJMaAiHyorljOFaskIOVWbuVWFJaGVwFkTKnr8R7uHqVjWAW9Vj0QWkBIShQLksuKxUXPrRDbK6nLFbU3fq4EEy0tbiEhMeAx1Hrl4jtILCgIeNz2ShoM7RolCiG6vyi1L61BOfLgmkWCN4Fv12Tlztcx+kuw5iCCJIwCT/eCJEVxH1tbBxNNooMYtT/Z0Rtee/i+KouDa/XUHlPnSqOtvjAVqMCWsoNp3PLt1/k7O3uS1Lv65AqSsV9q//ymueHMeF0EY2p3f197kvqUBGRq/YJwYfOcxJLAa4sk0N+d4EZA6EB/W3j39383kiBqmz/MKiFycGr1kvDuzsbwxmN3hyNDLeHQYGusdXF8VWM4NNgaid2hwdZwoL8tEhO3kvB53r28KxK0y0/eHk6MNkStvZMYkiYnHxon09oSnPL4vT2d0Uri5E7nHF65NBwbaUoIlBIanByrD/v72uPY9F6eGG2oiunx+yHg6okOqLXXR4X6dE9Ul8OJCwmMKqjrudMYctp0PgMibloneB1an0RGNGals93b0xmm1i+oAvZ8pnYv74qWRdaccddKKgX8uXfiNNHWH61UstBx/nPPCy1Cvu6oL7T++nqods6M1yWKJF8DNA7NMddOjoHrt47Z19uRjNldxrRPiTp4rObC58zXZu53JZr6wbVfCjTKMpcfkvk/qVubFCHNFSJUSt4yBqTcyq3cisIqoYuEyO1KwDdHRHIZr9x9ygkJAbkTDQJ/BrKToBC4c1F0K4i7e9Vy0dLizlgRXcPjN+QqRg2TE5yXH1gZBa4sOzqGoEdpgZ3UcGwiMvrrwkLCnoKTBISESBr3nDZMwlLtuYCkIJbPew4cuGXFha4Hr/J8zg393alZdgLKuXINqzS37Au14wKvfi36jk929EbNOgFWLZ9xH+uhwdZw5anbIkDl+FR4jiBFfTq7dlFMA5wDsq9smB+107wutbS7urrD0eHm8N53bkgyaAlseZucN82D+nJ8VWM4OVYfrj5zc7j6lU+Fa3/ykXD5yekg8an1C8LFLbPDKxvmhxOjDeHYSFM4MtQS9ve1h709nbGeh4KvT4w2RCJAFy+S5ZzlhFphAeHjqxrDuY3zEgCaA41SPOSAufbv6uqOVkR3kTq+qjFcfvL2CMLVh93Lu8LFLbOTrFt+ffVBZMy16Up+oI+nD5aLWi1N+v6+9vDGY3dH8H6gvy1+zz2j7Jvuj/oiMqKsazlLFmur6D7krAbqL2Ny5JLI55AfphJmMorcGKQ8ECGcaJt2YfR7qz7L4pqbQ1pr3NLKddXXrRw54Jzovh/ob0vm3tdhb4/3KGe9Yuyar386l4oxWaV0P3IyYGvr9SD6nGuWW/vdM+DF5gezhQiFJ+iCpU/7R/9lSUDKrdz+A9+SGBDVAWHwuZMIxoZ4rIi7W+UsIgL/zKq1rbIinFq9JCEHXoSQiymJhrtZba9Ux4ZMtPUn7l0kKyISBP7KAsLjpB0SYcnFePjiTnJEoUJLQy1gTbLlCz8FiQuoS0/cmQS1bqusSLTwLlxokRAQpiWDJESaOgpzWjukGaSFSscqu48EJV3vaOXwwG+Rpw8jOu77zYxVaov9FtAmMZDbkgT6qdVLknokJFIEDg6UND5lcnKt/P6+9iSrle7Vnu5l4a2nbwmXn7w9iVXg/OfccgisCLxOjDaEa399Z7TEUMOcsxSICNBNak/3srC/rz2cHKsPb3/1pvDWkYHw7u//bri4ZXa4+pVPhctvPRuu/bsbw+UvfTq88/VPhLe/9slwYfOcSEreevqWcHxVYyQldLGqFTdC7bT/Li385S99Oonl8bni8XRb8mN2L+8Krz9yb5XrlcDkhc1zEuuAgKUIJu9D7l7tXt4VLj1xZxJ8rusSkO/t6QwH+tuS6xwabE3IJkHmRFt/ODrcHIH9ZEdvOL9pbpI+uhYJkRJE74vfdxITJk2QWxGJiZMbxnpwLHyvPI2v2qY1wvtOpYuuI9LB8Wq90L0n4WFbvEe6pitDnFzRuk2SQgWN3mP1TWuv5svjU7Tecg5z5MTnmft8DnyN5DpIxRIVbTkZ5BYPV+apDcWA/MXC9YkbFi0fbgEZ/+RjJQEpt3L7J7L918X0C/cd/HZDURTfLYriQlEUbxVF8b8URfGf2nl3FkXxs6Io3i6K4rWiKP67oij+47/HdaMF5PsfxIDIBatWPY9aMR+59LteoJBkwYPMtaAS2OfcsbjA0sohMOzEQOA/t5i6W5O7ZHGxVdyKt0XC4NfwvqvfAlhcyL1d/eaWEvXFwbgEzNT6BYlbiAiGLDSu1aJWf3tlIJxavSQhIBTOAs+8ByRoTrwExCV4jw43J/0iOdB4pBUXMWF1dydG/I3aRgcQ6p+AjYQ2Yzx2dvaEd7/5sQTA7e3prAoMl6Y5FwviIEfxEtTiC5TQJUhASOl0jw43R5LhgEntstaDfwSgVdTu3MZ5EdwS1Ps5BP0MOt/b0xkODbaGVzbMD5eeuDO8/si94ZUN88OVp24Lb154Irz/vVnh4pbZ4b1vfTS8950bwoXNcyLp0HVz2az8O8EiQRtduA4NtoaLW2aH85vmJnNLgK5xCNT7vSJYPr1mcZL5iyRDMR50i1K7ytSVI3L8f0/3snDlqdtihjO9C1PrFibWnzPjdeH0msUJSZFVQO2JvOk5PDrcHK10qu6u943jJdDXuPns0fKj/uiaXEtowcyRGxJ9txyQVOh3WkC1NpCs5MgTnw25XfL9kiuT7rlIiK83uscau7tpeR0SHe+KD1pX/d77s6bx+X2ppUyqZWnx3/V+sH0eT+WTyy7KGI7N08fnztXxqoTutT889oP//+c3/5clASm3cvsnsH22KIoTRVHsKVIC8r2iKE4VRdFZFMWSoii2FUWxFfv/o6Io/u+iKH5VFMWioij6iqJ4vSiK//bvce0qCwhjQAievZ7HTOl5+X8uE1YtgE5S4OTjwwLNqQnPuWaRTHjshs7lMbR0+ELMxZgFqgjAcy5mx0aaEisNLQU5lyEJLYFuWnTc0sLz9JGrAgWia7m2VVZE149tlRVJukbNi7T4W1sHoxaUViG3EFFgUrPIatEiGdpHcHR6zeIoyAXcfI71V2MSodDcaCy8vyQgtLxQ2+suOErvSmAh159aAEKgY7KjNxwcqFSB1B3t06mDz22cV2WVUKKFq1/5VNbFRX3IWVHcmiFt9sGBSri4ZXY4MdpQFej+YZYQERGB+cMrl0aSdHrN4nBh85wwtX5BODlWH06O1UfiIXcdtkUi51aP3EfAcPfyrrC/rz0cG2mKtVQYp+CESgD7radviYkTSJA1l7JyqJ+Mu9rX2xFOrV4SC+9xTl/ZMD+c3zQ3adeBtfqhLFZ0adq9vCtMrVuYuHSdGa8LBwcqSZwIycdE23Tchly+FDMkC4nIUi4APUdgaVlhDRr1R9dkdji6Fx0abK0C0iQYbg304qBuBRCZdALF90lz6gqGmaracw0lqZLbmbsn8pq8BhVkXOcm2voTK60/27wX2pcjFL52+nV9vXMCorEeHKgk/c6d6+u/+p2Tcy5jci7Nv24aSQhILhWvZ8H6158uLSDlVm6/7e13i6I4XBRFV1EUf1NcJyD/SVEU7xdFMYpj7yumX8qmD773FUXx/xapVWRzURRvFkUx6+94/YSAqBDhz+vHkhof7m41EwnZ2jqYTcebixXR/9LOO3D3+BFmx3JyQS13rdgPJyXqr1s7+FfHCnTPZEGRgCJh4H4JH4F8EiGeK8FA0MTrSXjlBIULr+2VgZjJyPtI8iDhJKLBdrlf2lYnAhK4ToiY+39q3cKq3PoEIfqf8Q97ezpjdh4XvN5HZfVx8kNBzWvK2kKwworWAmC5eA0C95x2klrTk2P1STyLwJyCm6lZZoyBZ92iBnii7XrmJsZBMNiXloxjI03hradvCVefuTkcHW5OXI5mIgQiDnJlklvWvt6OcHCgEoPQ9/e1x3gPuRfliAfd6wjSctcUcD020hTeefbGcOmJO5OaLU68ND9yp1O9l5zWWcCYFh/N+8GBSrTyuOvanu5l8Xe6ITmo1O9+vjJJ0fohkkIySSDO+dE4p9YviK5hIjV0OeIa4HOs+Cd9l+WF7wzXAwf/dLPy9YbPop5/xQW5BYDWhlwaZb+u5l/95FzxeK6ffE/VdxHCvT2diZsY76POoUuo95vriNqmsodj9fv3YSTECQTXKFfy+Jy5MkTr8oetn2695/4cAdFv7oLl7laMAdG+p28vCUi5ldtve/t+URT/9oP//6a4TkA6i+kX8BN2/N8WRfFfffD/f1MUxW7bf/cH59X9Ha+fZMFSDMgvGz5XZbmgdYNEwUlFLRLhBCZ3vGfayhUsdGLghEHAvJaFxYmLBMe2yoqq9j2+xIE/wTyzPLFPbIMVwFVHwwmMC49aFhiRNtdo0aojsEwtnQsggvWc4JMwl+CngHWNXS1NngSzgKpr90Q0aLlgNq9XH7q/qn2/PsEFwZNnl+G1d3b2hOOrGhOQJWBIAH96zeKqCtsiB+xLDuSq/64Blg/72bWLEjBLoCJNtWtiBTIPr1warj5zc6JhJxhxS8KxkaZw9Zmbw/lNc8PhlUurKlOTLFCrSuuACI0sE0rFq+8e15EjGrUID6+jDEqXn7w9vPedG8LlJ2+PMR+0qhGkkzROrVuYzR6lecxlpCL5ePcbH4/3ne5jx0aawhuP3V0V/J7TnmscfJb2dC9LLFeTHb0x9bHHiLB9PT/6aN7VLxVQ9Pu/o70vnByrj8/rjvbrGbk0D3SPIgHhfDGWQWSUpFjjpSVlom3aterVh+5PCCnPEwGhAoLj1rrh4D33THmfSQ50b/jMeCwKlT5qV/ePhMvXaSd8VJiwba1rTgQoV9Qv/s61WR+ug7II+jrBedA9kcxy4iPZQUWbu1254o4uyc8tms6C5cUIGZCu7z+c/4Xw9X/2X5QEpNzK7be4rSmmXahu+OD73xTXCch4URTvZc75P4ui+Dcf/P/fF0Xx17b/d4rpF7evxjU/Uky/1Pr8Z8UHFpDvIwhdBKRW7Idcsty1igHoOiZHOrTYMhC9VtyHkw+6R+UCy7Uw5kiLEwO3ONSygPymZTjWCKmlRcoREyc81JYrV71bXwiSnYCwv9Si8Xe2I+BCYVOL0DDeQCCBc0M3BlZEp6AlwWEfqDk9vHJplYDMaS55PWZ+0fE58jbR1p8USxSIJzAkaZA2mCD24EAlATwCd0zzu70ynYmH/XIwwXEphoLaWIHeQ4Ot4chQS+LfT83uuY3zqrTh6pc05wf62yL4JwghSBP4VbXvN794Rzg02Jr4wZMwOCGilUB9FxDV7yQwM1lUnPSwbVlZDvS3hUODreGdr38iXNwyOxwcqFRZbRywSkPOAG8nH5oLBjBLo7+ne1k4OVYfrv3xrPD+d2fFJAQEz0rHy3EQHPKa+/vak+BzZdWaWr8gtrm3pzOc2zivKsA7lzWL9/XIUEtyLzweRv3Z2dkTXdF0PGNaWEdEBFDn0/WM7lfKdubPfu6+HByohDPjdUlaZgf9tCjSasB+uPLDCSTP8WeYaxKfA7bLsWhetlcGYkYuHsO1zd9Jza+PYVsldXXNrRkC9K5sISFy5QvHq+vUUtLkrBneD11jJvcrt7rTBSsXfJ5zy3r2nz1aEpByK7ff0nZHURSvFkWxEL/9TfGPT0C++sH+5KNChHLB+lXjaKK9J8HIkRKP25jJ3apWYPZvWq7XyiBopwtWzo3KzcFagGtZMNzMTPP0TJYSxj6oLbkiERy7VSIXw7KtsiJW+Xaz9tbWwQhsJZhdEMjlyUmExkAtnq6T03ixTWoWVTck1740lu4zrX6zfWrwHBxsq6yI2n0dp/8JEAUUeJyPhUTJg45JpnIaQvn4a7+Cez1DltKUEmhKO6pr58CBAOPxVY1VBQjVxqUn7oypdzU3AlD7ejuiFp7giWB1T/eycPlLn46B667tJ0CSBUMA//VH7o1AW8UGSSpylgwnFAR8tY5j3zkG9UdxHidGG8K5jfPCe9++IZwYbYjZswhec5/JjukifKrn4mCY5Jpudno+ReaufPnWcO2PZoVXNsyP90TzdqC/LVoCdb4DUT7jsgzpPd7f1x7ObZwXg8vVZ6a9FfitNWd6p0mS5U5Ui9jT3UvEUWNyF0QSKL23Ijg6R5XR+R7mrru9MpC4EsoqxfVJ76CuywB0JwW08GhOWchRz6Bqo4icUVvPeeTY/Z1lH6lccSWRSLi/a3z/5F6Wc+XiNV2WzKTgya2F3scc+XDywH64AkvvW07eamyS705AGO9B64f2/5vZ/6okIOVWbr+lbbiYfsH+H3xCURT/3wf/Lyv+cVywZrSA/Nn86UKEv2z4XAT/AvG5OiAkF7J+7Ozsqfqd+73Kusy5JDFuCfFgbi18Tj5ypIREQws0fVf1v7SnDszdOkHwLwJBIEIXKMZ40OVLAsy1TNovYrO9MhBeaFyVCAodS+HgwoZaMwUlKiDaBRHHr3HRwsFrS6jKlcqtES7sdI6KzW2vDETw5RpTB4oC3QJAAik72vvChc1zIlD3+6DAcWqmXTC7wGeaYs0ZQaAsN55SV8DYAQXnjeBO8RkE5nIDu/rMzRGosS+THb3hlQ3zw8mx+pqgVNYNFR/0AG0CfhIRAdcTow1hav2CcH7T3PD6I/eGI0MtMU0rgX/OOuKEg/763l8nLbTKHB1uDm89fUu49pc3hwuP3hNdxKih5xg4txNt/TGuhZpxEgXNNWtZ+PwdGmwN5zfNjdfXHGi/qoDz2gSBBMeyShH0y/qkNncv7wqXn7w9xmCITOr5dSCrceTqhVA7zvdJpFJzfmSoJfZLc5+LXWA/FffD++ZWB3+X9Zns6I3vLt3KuD7omSHRzoF03m89E6dWL4ltMAA7ZwFxTb+TDI8Z87nn+VIM5e6RyJn3g+5nvlY4sXFyofN8nc0RGiqN9LvWXFdWkeTkPAV4rGfG0jkiID9a+Pls4UG3gvxw/hfCt//55pKAlFu5/Za2jxdFMd8+O4qi+MEH/ysIfRXOubfIB6HfgmP+ZTEdhP6Rv2M/YhA6Y0B+8dmxKpcqjwlhrZBaKXtrfbRQ5sgDSYT3IecelSMcuc+B/rYouGkh0WK6vXLdJC+zssefcNF3M/ZLS4cSH1t3DdPx+/vaq4QP+7GtsiIcXrk0CjleK2exoEBwVyUKWgGAHPmQRkv7qdEjaKcrlWIrnNS5INxWWRFOjtVHq4q0vtTykzwI2DBAXFmC9F3VmH38ErRK6SnBnBP8JAi6FsGUB54rKxK1mDs7e2LGrpzG0UnVzs6eGK9BULKvtyNMrVsY3Wpc0y/3FYJOB6WTHdPZs44MtURNPd14NC7Nta4tgHlyrD5c+9mnw7W/vDm8/si9Mc2sF+BzEOqEgoDL3bJ4nED5kaGW8M7XPxEuPHpPuPLlW2M2KAZvk4BwPASOXl3e516xEK9smJ/Mr/pzZKglvLJhfji9ZnE4vHJpYgna19uRxFFQa+6afxGCK0/dlgD4Q4OtYWr9gmhxk/vV21+9Kd53EQTVy8kRHfWZpIrk1MGr5pzESM/Y0eHmcOHRe+IxAs56/vVsvvvNj0UXQo+R8jng94m2/kjmd7T3JVYbavWp2MjNbY7M613Q2HPENBfjwbWMc+vgn/+7AihngchZQVxxozVzprWSZFLrN9cwAn/vh0gGFS9cx3Pkwcfm1nFX8uUIym9ahsNzi9ZWEY1cEcIfzv9C+MG8jeEP52wqCUi5lds/oe1viuo0vH9bFEVHMZ2G9//44KNNaXj/uiiKzxRF0VNM1wL5+6fh/SAI/QfzNkYCQgBOouGxH17vI1f7o5b7lQeiu+sTj+dxsi7kznf3JFovSA5o/dC5Eg7bK6krGImGL9K8DgUD++9ky7VO7Dv7KgCjvnE8CuamBYTXcG2ZC7Hc/MgCRGsR+0QXH5I1Jz0u6OjOQaInAKL/X9kwP6b3FEDTOQrknknbJ8HrAeICGzmhvb0yEGuUkKgIqEmI7+zsCVPrFsbfCQYFLNy64teRJeXVh+7PVtaWbz3rPxDkKzCbmmISTGm1Lz1+V3jzi3eEI0MtEYS5lpvnyCXr3MZ54dLjd4ULj94T3v3mx6Zrejx6T5LdSsSAcRGykjCdLYPURZ4EYA/0t4WTY/Xh1Ool4dWH7g/vPHtjODNeFwkP3ZY4PvWXpEtkxTXyDkQPDlRiemC34Oxe3hUubJ4Trv34E9FCoDgSkTMlCyBgdq283guld9V9lYXr3W98PGagUp9OjDYk1gVmRSNA5zPE1LiaLx+/WxdEQGgNYQyPE1wds6d7WTi+qjESJ/3P90trlQNukXu25/dH91lj5Tj4nfOuPmu+X1o6lJBD3gsnIDpG73uOsJL88D12K6pbT5yU+DrANcufGx3j9Uhy66Suq790cfVrM+bEFWluRaEVhPKI9bZcLmr/jz+zLltwkC5YJCHfnVtWQi+3cvuntP1NkS9EeLEoiqtFUTxXFMWtds5dRVH8b8V0IcLXi6L4VvHvUYhQMSDMWPXS0qGEXOivjvF0vbngdP8/VxvE3a64uDEO5KWl05k6SB50vGuIchocJwg5S4zO39Hel5AggVgH7znNkshBjkz9pmU40Uh7/xwkvvzAyjDZ0ZscK2HqJCLnciDh4vtcm0YBriBTHkPgJk0+tXQEPG6tIcB3Fw7+zqxVPE5uIBoP40ecBEl7LSEvqwuFNn3NJ9r6w9m1ixLgJIAr4LOjfTprlTTb/F2BqjkQ4GDryFBLDHAWqBNgPzLUEt5/4Z5wcqw+AbsEypeeuDO89fQtVXEMtGjs7ekMF7fMTjTunEvdQ4LNXV3dMeWwgqen1i8IU+sWhql1C8Mbj90dzm2cF06tXhLJgo4/NNgaCYqCwA8NtoYz43XhtYfvC0eHm8O+3o5wYrQhnFq9JBIPEQ79rVWwkB/FiwgY5+I9eJ8n2qbTP6ugZI60iSQcGmxNCJZif97/w1lJeuMcUNW8yoVKJGN/X3u49MSd4crJsXBh85xohVWleqYCZtV2PovU/CvYXH1n7RAHrCKHOl8ETOdrro+NNIVLT9yZ7CPxFhkTEdM8kmyQRBCU0wrHd4Tk3S0YObJFssB3W/ff3Z54Pa7JtMJxnpyAEOQTwHOdp0JFhMyVPSQXtcgMf3OSRuLGY70PXvOIRIWyMSerqMDKybecRZ9tyAXLM17l0u+KkPzRfQ+XBKTcyu0/8K2KgCgGxAPKc+QjF4zuGbH8XP0usM/zBPLd9amW9WRbZUVioeAi7VYWd6WiFmdbJa2izvN5fV+UJQx5rFsOaOGgtUJuDjnrBYUC23PzNzV0Ii6HBlsTQiHyIkBwcKCStOdWDgmwQ4OtSZFFHSuB/d63Ppq4FDhZyY2DQlHkheDFNX0CUOy7g6xa2jyBLQclrplk/zwInPEP2n9spCmcWr0k0RYfHW6OQfM5cKHfRWIuPXFneP+7s6Kfvca5r7cjnBmvCydGG5LUmrqOALHqqVBTTuIkUK0MWQLEAoRywRG4ISjTR8BTn/197eHIUEs4MdoQLj95e3RXOr9pbnj/xTnhzHhdeGXD/PDaw/eFM+N14cKj94T3vn1DuPY/zApnxutiVXhen/3w2BiCbBKCYyNN4epXPhXBO606BK8kfSRgOUAv9z53F9vTvSyc2zgvvPrQ/Vnrhz+Lu7q6Y3yULAr7ejvC5SdvD5e/9OlwbKQpkuOTY/WRlOuaLIRJIqWxHBpsje5ZIjssKOikiNmxdnb2RPIg4K9rHRlqSbKt8ZljimcPuCZR4Dus/Xyf/N2lJYPPrh/De6X76WSFhELPBC0rThjplkYAn7MyaBxc37hOknySSOg3Wku9H7XWIcoCEhtfU/kR0XDLCceoNTxHqPibW0lc9rryzwsR/l2KEZYEpNzKrdyq6oD8+YIN4VeNozUzXumvYkBqBajXsnzkan1Qq5IjHE5SPCaCma5qWR3cIsJj2I7vz1lRan2n1mz38q6q8dB68fIDK2Mq3tx1JFByVhf1WQIzp0kTiKIgpWXDiYILNp1PwiPrwkRbfwSUbN9J1v/P3rvH6HXe+X2nF2i92cS1jbUjObpUciTS4mV5M2eGw3nfmeFwrpzheMgdckmaXCpipKpS5QoSBLnuYt3FNslmu0iwdYxst0VcLWIYThdJsVt717ANC2RnpiTBS8kheGd4lUhRF9KSbQnF0z9G30ef831/Z+QECByA5wAv5p3znvPcznOe3/f7uz2sg22dapR3KWfwp2sA6V4gIEnhH7Vd93HvDbegOGBTnwgYBMDodnZ2oj3dfvGeUvYdAhq2geBU5R3pX5def+KR9P6/+JV0ccvKXI6A8pH+den85tV5rwl3F+JmgA6K+Z3uUSdGGtnioA0DWS9BdxTvwbLoBnZ0oDedGe/I7l4sf3a4mfe30O7rIhy0LqleJx7sg6wzs8PNdOuFz6b3/umv5OBpB5IExdTA86P5Lbe6sxPtLe051Nefd3iXFYnlk6jq/7MT7dkiQVJ5dqK95MZ0qK8/kzKOB3f0Vh/4P92kDppYqvoAACAASURBVPQMprMT7SULguYeLaxqpwi82kVLiqw2+o3WD7qtyWrolkLP0qZ5r/44YRAJ0H40bsGiQkVroDYZ9fgd/iXQl1ub1iUqJzzOaqY5nEmm2sb1gcoTrp0kEE5OtbazPq5bTiBoTYgsHSQYbAfHVefpxhVZO7gWU8awPcr2Fsk7liv5zI0I3QrCQHSd+9PP/72agNRHfdzhR2kndAWhe2C5u1JF5CTKkKXFKSIedL3SXiDzmX1JJJwc8LcqQM8FVELHLR7U9Pv+JE56WK9A9L6u0ZaN7yKyJKHobeV1EgTSOrJv+i4ww3Jcy0bBS42aj7cLHoEwF5B0hWAsB8mAhB/75sKS+2pI8+sClppTAQ0FyvM3Jx8CXypX/7urBAGpxpOuNvu7h9L1xxfmzQpVxqmxzvTG0w/l8mghce2wayPlZnZytCvvLxJZHpS2l/tQuFXgzWcezBnLHIATgMoF7eKWlen2S3enN595sOQmFAWXE/yyfJZJywTbWPWb+/o7oPf7NQfPjHek2y/dnW49f28pLS813Pwc7B1I1x9fmAE3iQKvubxteSkzmdqhZ3Rjz4IwHkXvEi1bB3sH0s2n5tznNI7HBnvS1Z1L0omRRin1rixKJH6+0aDc21SnxlPXHxvsST/9vU+UXPE4p9UvnRMg11ygZYPkh7ERmuuyBl3dsbS0fqjsiATv7x7Kbo9qM98DlUki4BYEji/3IeH77NYT/S/3PAJx3efZzEQSnBiw7eyzk4+q953lMEaG9/MeWjBYn5+j1YIfJxpRe7xsWjsoC6Rc4m+RDNzXNZp+0LapFAPiJCRKzfvyot01AamP+rjDj8qd0OdLuRtZPuhe5fEOLIugnhoUkREJW5p4q0zATkJ0z/7uoRYzsfuuRuTFv7NMnXeXK7WbAkULd1RHlRbJyQq1VafGOkv3UjBJa0eTvW+aKCEuQuNWFX4IBDzFrGvQXDhH/eNYsHyBIRfiLvw0HwikCAQj1we1kWlPBYgub1teuock7UDPYN5Pg5pjz8h0pH9dDjQmMeCeB24F4fwQoDox0khvP3dfdreim8nh9X3p9SceSe989dPhRoMCYOc2tZUAoIMh1Sfrzfv/613p3eO96dLWFXmPEWUBc0LiWv5I+60xIREjmKd22i0GLIcWFo3jscGedGKkkW4+9bl0bdfidGa8o5RG18mH2nGkf122MERtVyyOp7ulRYA7qbNvBLQs7/hQdyltsOq4/vjCllgfJ7mykri1g8/UNwyUpcndjNxCM90YaWnXu7/7qRarj+qm6x+fqwgQ6+C485zmpkgV41T0OT7Una7tWtwyP/hOaqxJ7NUGzVvvq95ZukTyPaCFQOXrfrd6iMjJasx1UPVqLfNn4Guar3P6cKNU/93b71aTaO3kmsu1nHVEbl0uiygjXC7xOuECWUAi1yvGguj7N2sCUh/1cccfpRgQEpAftG1KP14zXvrrGa4iC8grnR/uki5LQlXwOQmIAL8WvsgNi4CeAN/386BWJyIwtEYw4N3NzFE8iMonsWBfCFD8L9sbaZfckkMiEBEU9nOqsSG7fUWaN5rlXfMVac6mG3P7d1BYqT0CEwLKBNcq1zVyLFtCUHn7JfBVB7WRqofARVrfSLOnz0xzzt3svR89nAHQ4fV96caeBSUCQpAnEuHaaLlGUfs/O9wsWSBEeN77+l25Xy743TohDbNIBv3XD/X1p1NjnenGngXp9ov3pKs7lpbcviJA72CbYyGNvILIT4w00tmJ9vTaY4+ma7sWpxMjjXRqrDOn8WWMi5MGPsdI+81PBAAjAiN3n8vblqeLW1amn/7eJ9L1xxfmmAlmPuKzJwg+NdaZY0OodXcydnaivRTs7Vr7K9uXlerieHKu696rO5a2pG2WC6CemcC/yKTKVtwIXQ0d4MuSROvH+c2rW5I5cE6wvxcmV5Vct+hW5ckaSHQ0j51IcjyoEKB1VH3WPHfCKHKpZ+9gmX1R+l5/lvquet2Fza/3cVWdIjJ0fY2UBwT5/E3PLrLgRutTREyi91bXar44afA56QofrrVcg9VW/z+SAVONDSX5p75Tbv2gbVP6ztIvVRKQKA1vbQGpj/qoj48XRZG+sWBHdsH61pJd2QIisiAg78HlkWWkKg1vtGeIyAoJCYG2wLpbVpxM0J1rpjlcupdEg5YGkofITWuqsSH9qOOLefFWGykEPDBdQkGxBrSWiNC4KVsCr8pdjEKRrlkucGiW5zhKOAlUSgiTyJCETTU25I3RlOKTfZxqzO3sq43itL+HwKj3i2SJGsypxoa8t4BAFlNG8i+z/BzoGcxZl+bTMk435txYbj71uVIch4BcBBIkrAkSBXAubllZAq2H1/elm099LvumC2gp6JuAIdKKCtgd6V+Xbj1/b7qyfVmLlvtAz9xeDe//m8+k2y/dnVOoqg16HgJ8kS8+AaRAsSwfJ0e70u0X70nvfPXT6eqOpemtZx9IP/nKZ7L1wDX/VaDOiYdf46Qhcic7vL4vXdq6Ir3/V/enN595MF3csjKdHO1qCSCPLBYijqfGOvN+IBGY13gL0Dq5klsW96vwPhH0kbTQYiFXQe1wLpB9ZrwjbxQpgH5645oWq5wTrItbVmbSLWKt/UxoDWT9JC9yR9IcIblk/0iiNJc5f6J3jGNNwkfCFM0L9X9/91B6dfeiEll1osAyIsLLvyQEJAvs13wAnM+Aa6vaRYDuhM/fb1pCXRHDNYfnqtYytoeKmqp7Iiu0W9flDqz+Sb6wP1y/iQf4+X7b5vTny7aX9v6oyoSlc99asqsmIPVRH3f4Ma8Llls1fHM+BaMzMN03LySJcEuIkwH9z3MeO+IWBy2c+o3CRcSBFpKpxoZct9/rbfGF1i0UbjnRQi+LhRMLL4MA0i0wLiy8vkiY+fXS7kngy5UpcptyUiTBOjvcbBF8AlgC4iJpAmd7145lwOP9IGCYHW7mjfykgVVfGAzO4OWZ5nC6unNJOr1xTW4nrTBuBTnSvy5v9Kb7qXFVm2SVUn2vPfZoye/8zHhH1tgKWIlsOEB2K4WDKychh9f3ze1GvmNpyf2JlpBzm9pK+7BEdQhgqr8EXgTcjEVQcPe5TW3p/f/lrvT2rf8+vf3cfenkaFcJrDqIdIuOEzpvm9qsNioQ/sr2ZTne5exEe3rj6YfSuU1tpVTKThZcyz473CxZokh4OJeZ5lbnRA6UDUsgnC5onFuuyac1Q2UeXt+XM2vp2oO9A+nmkw+XCIjGX/3g+8F6OL/2dw9l4k7ywfdVKYdlxeDYyC1N/eY8IinUvik8x2ettjITmdp5YqSRjg32tCgWfK46gCcYjjY8dBLLvh8f6k6nxjozASHRcOLj4N+fMed6RBQ412eaw1nh4L/rPeG6yHfFU+e60sJdVKmcc6Lg67/LgSr5oDojuUI54XKMsuOH7RMlFyy3gngMiL7XBKQ+6uPOPkpB6FostBGhyMRUY0MG8twBPcpwRWvBfNmv3JLh50l03OLySufGkltSREyqrBxVlhD/3V0bnGj4Yv/jNeO5TS64IsuG7hMwksDxRZ5tIMGixYjWBhdYbtKngHWh46RoqrEhC3X2mcJTqVEjDaALbhImASu6K8n3X4KRAIQuHdoHQgAsImHUfIo80KLhWnLXrJ7fvDpbd0hcmDpUQlrnI8uDkw8+E/4VOORGhAR/2odBe1UQgPpHwfQCf1FbCOC1OeDlbcvTa489mtMAX9u1OL3+xCPZEsGYAN7vQdocL49tOTbYk977+l3p7efuSzf2LCi5WCnDFwPXOaZusTi9cU06M96Rn4f/znb4Tum6RulpX3vs0XRxy8rQzYtzW89Mz8VduQ72DqTzm1e3ZEkTMWQsxtWdS0rzn8CcoJ7nlHnMte6aR0cHenMgvAgJrREiTAd6BkspfWm1kBueSKosQqqDcyiaCyLA042RvF+PvxeyEjup0fupNlHL79Y93q9ytaY6Idb/VKhESgsnmceHultAPN/dqngpJ//uLku5wvfY10heFxEcnwNUEvE+rfMkQ9H/7B9lopMOKQdpAZnPBUtWD1pBagJSH/VxZx8fL4oi/ennfysTEN8H5IftEyVXKSchJBu61q9zUsEPCcu+rtGW36NYkCrSIOLgmaFoeZCQIjmpCjhXe1xDRE0Uz7vWixYAJ1oqR64ZXpbX4X68rq0i6Fa5rgWWkHPQ4lYZasYEXCJhPdWYc6m6tHVFS/v2rh1LRwd6Q6uNg5gLk6tKWmp9f3X3ohyPcXSgN13csjIDJu3F4QAjIlsHegZzJqtIeJME6K/AMN2FRALkdqVrL0yuSuc3r87/q/3coJDtIwAheNrfPZQ3//O6BRrPb16drmxflkmBa98JZg70DKYbexaU0vUS3NGaw40ImTKXJELXaNPEw+v70pnxjhwLc3yoO+9Roh3Zb+xZkDXiJDvU/JNceuyFW18EcAWsPbiZ98o9SiSF74CuO7y+L9164bPp0tYVecz5nhDIOVmlexjnB/fY0Fzihnoa1zPjHaVsXvpN9Z8c7UrXH19YIjecew7CSVj1XfFPB3sHcqzJTHM47/NDAqF7T452lbJfyeLC90UkQmOhOaZEAiQlEfHV//wegesI2HswPBUiTvhdGeKg3a9hW9hnrVuSH1zvnXSwX77e+jrgpM6viawcIj5et49fRCwiN14nF/zN5auv54oPFQHhXiDMgkXiUWfBqo/6qI+iCNLwKgYk2q/DPyImbqlwi0V0fr6gdAL1KI4jIh4M7N7XNdqyiR41OVqIq+JJWLYEDRfjyFwdLfZcxKusIBIiutYJ0FRjzvLhAsUFAjVf042RHGjrGj0386t8F0DSxgnIsm7eP9McTuc2teXrKbCrhJxrGwkemGaX2l8FUBPoMLVlJNgpjBWz4qBDzzbS7irlKzXEAtXMzHOkf11O7amxEph2P+0qwENAfHHLyvTq7kWhxl5WhEtbV6Rzm9pa4kYI2OVKI9LAdLt+nawstHRw3viHwPP0xjW579o1W+CfrjQE4E4cnBhE9craJlc4txhwjERUlAXNyYzuPby+L50YaZQIn5N2B6+qg+/UVGPOGig3OoJ6jQ3r1Hx0gqX6RFzYdlkIVR/fJR8rBZtrXhwb7Env/M6v52csdz6OnRQdHAuSPM5hb7P6IQuW+u3zXHFI/N8BdGQBkDsgwT0tmWwLiYNff3you0UBUQXelY2RMsDXLn+f2Q7V6euhKz68Xq7lvlZoTeY7JVIU9UEfEgv2ez7rvCvmfA3Xd1lAIvcrT7/LczUBqY/6uLOPjxdFkb7+yJdKGwYpBuQHbZsy6PaNCEk8PBVvFHDu5IMxG1og9eFi765UJCQ0A5NMcKEmcWAsiJOQH68Zzws5SQC1slF8yOH1faE1wgkI61QZEhTcUdyFAa9n2eyXBDkJAD8EJrPDzVyvCIoTBAc2yucfkRBdI0HL8aHwY9nTjZHShoiRoCXYU/mnN67JlgyBLAr4SFOo+qYbI+nytuUtsSXslxMFPRtp6xWTwRSoAngnRhrp9kt3t2i/CbjdtcfBnMCEUvQqqJxWEM3H2eFm+vk/+Vi6MLkqgzN3k3LXoFNjnenK9mUZlPN3fhzMEkBGpIn9FTCrKov18RzLJElUf0V0oiB7gvb93UM5DoJEhXUIGCrVrhMyB8IEmdONkVJ8CvukrFfsv6dPPtAzmC5MrsoWhmisBLgVBM554eDan4/6dnnb8vyukIhyTkaWMFowmP3Nn4nWDid/3G/kzHhH6T61jVnmPM5B1/jYkqxpPsvy6utH9JlqbMj1+nhxbvua6eVwnRCRcgu41pxIAVNVH89xLYv2YppqbChZziTv/P2M1kSu31ONDSW5qetd9lAesY360AIiEkIiosB0jwepCUh91MedfeQ0vHLB+vbSnaWd0AneafXwtLwMOHcCQkuJW0SOD3WXQDrBtltDorZE16gsauZZL83orJdgVO1wq4eTg+nGSIsFwTVJXo/+UqD7tSxHgpdCyMsj2XIhI82sb8TnG/k5UdC1cvWJyIrOyXJBLWBEyKjdIxk4MdLI7SXIEhCifzmBruJPqoQ6hb60uSxbYCfSHIqkvfH0Q9mXXWDx9MY1pXNyv3nr2Qey/zyvvbJ9WZodbuZnSUHOMSOgOzHSSGfGO1pcg9RuEZULk6tyYL5cqCKQP9OcC5h9dfeiUkyEg2C2wzXRnIcO6iNi4OCfBMV/1ziIdGhvDQ/0dlLNZyDXLyYMYHtIJL3/us4BN/vHeBj1QVYpEo393UN5rxUSNW1AyeB+uinpWs9UJWLrz8S13poX2sRS5FfzUdYQJ496z7hnB9uod8mfO39n+mZlkuM7qPoiguuKBylVtB7QgkTFBdcHlcX1l88yCob3NaKKlDiYV/u8D7qOlp1IscPz+l9/JVei9YwExNvo3/V/RB54vVv8KfPmk5H6SwIiciE8EWXDkrKzJiD1UR939lG5D4gIg8A7LRciHhEJcbcrukhFblfSgGnRo8+1Wz/8o8XaCQq1TW7ViGI6+DsXWQfk+t/zvlNztK+rNW6EVgzXLkXWB28bBaZfE1lI9JtclJSOllpPCedIO6Y6ZS3Z1/XhTu+RMCVwjARspIVToLH6poBvCVdqEul64SCXu51XkRASG+4crbHRruyREKcWm3UokxOB3YmRRrr94j3pxp4FJdJ0dKA3vf+/fyzvJF2lZXcCJxB7YXJV1krrPF1kLkyuSj/9vU+kn/3Dv5lBr6xDDvYcjAo8q0x3jXJtMcfOCQDJtBMYnqsiKmyTNh2cz1JCjfihvv50/fGF6eRoV7i7ubT72mSQ1i/OEQI/J1Wqx+tWJjGe3989lM5vXt2i7b/1wmdLu6ALrPJZHR3obdl3RlZIJ31O3GaaczFJt174bIsrFNtMoqf7zox3ZNc/ZQaL3qnIkqCyNI9uv3hPyQVrujGSLXVsg79rtNCSVLHN/pwUyK81w+csn19EiPnxdjlpiMolsaZiIyIvHC/e63PO12b/y+cetZHn/D62UzIpkkeR8s0VayIg2gldVhDPiOWuWTUBqY/6qI+WGBBZQGjBcMtFZPVg0DozYpGARNd4kLlrZdx64UHoe9eOtewlonKcYLi7FYmCg/7pxkhpYZ5qfGiu9mvdLUtmcwmHyKXKA78P9g5U/q7sWrTcuBXHBTC1XgTv1J5Jg08BTHKhVJoS8tRAsx1VwlDf93eX0/G61v+Vzo3ZN15lUDOp4FkJ2ItbVuY6D6/vy1l/nBQ6uJhujOTN9tydQ8+7CmgIYBEsnxrrzEBRmufjQ93p6s4lee8F/Xakf11p9+Yq7avXLzB+YqRR2nOEGmyl8X3v63eln/7+x9PVnUsyCBfArAJjBPM39ixIb335/pIbGQGgx494ewlq5gNcbpXgHhXuPsZ2O1lR/470r8sJC7gfh+6XxeP64wvT7RfvKaXiZT8IeqPnT5Cv+uXa5MHz7jKkdpLARIRM2bI49idGGi1Z1iIgPN2Ys9hd3rY8j6W7PDEr1eH1fXkH9pnmcJ6fIup6/50sRpYoZV5jfx1U05KlTU65nvgz0BjIWqfEEJxDkbKBc5CxQlwDo3eP80/7DLmVgvE8JNtan/3ZaH2LyIi/O6xHfSAJ5Jrg67aPoRMFXwfZbpdnLhMp9yhf9BsJiKwbHu8hiwj/rwlIfdTHnX3kjQhpAfnLlVuyhYPA/kDPYImEeOyHx4REmwi6BUTB4x5gPtMczsA/IhCRVYT3a5F1a4Gn93U/V8VSuHtX5OrFRd+JCYF3lZaJ1gtqoyILiOqqIgwcK5ZDQecax+nGXLA6y+N9AhYSrtwokOOsc4zJiASvExAHo7LYCDgoNkZWCII1uocwWN01ij5uB3oG05Xty1rAksCRW5z43V1SSADUBgHNt559oJT5SB/5/qsfDjwIZhxsn51oL2n3XbM/O9xMZ8Y70o09C9LNpz6XbuxZkNPx8rk4kGQdAljHBnvS6Y1r0qmxzqwNv7pzSd4fxIGzgzCCU42ByJpAOEG5A935iIfiPC5uWRmmLfaxO9g7kG49f286t6mtBDJZfkSa9F1j4GN1bLAn3dizoPQ8RYr07PmMuLkjnwWBpeJ+dM/xoe6cLreKGGneHugZzHvGiCjKksR3TPcdH+pOFyZX5ecuK46SLUTZpiKQLXLBBBF+nb8/5zevLl3jaxVJ0VvPPpD3w+F7JkLgz9GBvKxUUft5LV3TuBZxTnDecB552329jci4EwL+7wTG12S+Y+xDVJ6vuz7ukVySzI0IiP9GAjLfLuj1PiD1UR/1waNkAXl50e707aU70/e+MFnaVFDAfe/asZIrlX53F6wftk9kUO6WC7pxzTSHS+erSEVEAPZ1jYb3aHGkINI1vL7KMsHMJ6xXC7yfoxBwbZNrmCRMfDGn1kmg3tslgSHNJIkACQ+D0avqYBsF7Cm43EohMMNdz1W+ftvXNVoKYI00+RR4bIMErmsppe2U0JYVZLoxl7qXLiwXt6xsAdkED+zP4fV9eSdp9e/arsUtPuIe8Huorz/XQ4B7fvPqkhuTCJPiMVyDfqR/XQ4IjjSSVYRRZOfMeEcpwxTJw6G+/lz3m888mHc1F3DTmFUBWvaLJOfYYE96+7n70qu7F+UUyG4FErEQIRMpUGyAxzU4WeBYO0nStQd7B9LZifbcN42BkwoBrQM9g5k00XoUER0HmgRrfObaXfz64wtL9UtL7wToSP+6dGnrihYC6+SH80SudSIQfi1BsL4f6V+XSafGSu5JIt+MW2IwOhMe8LwDcGaRcgLL/vr7L0LFuef98Wd9oGcwv5fcVyWycmks3CqgcjROJ0e7Sn3y+cbn5u+Ht5Hj72VxDmk91rru9VOho7HSGFCO6R66sbF8flypxOu0VvM3r8flH60hrkzTRoQMQKfrlZLbOAmpCUh91MedfWQCokXh20t3pu+umgzdr7RJXJTlKiIZJATuhkXiQHeu6PfIjUvlutuSyqEFxclLRCLc3cqtEE4IqP2X4IsWa91Pa0jkxiWAwPFywTDV2JBOjDRKgdckLq5to4uUm/7pPiChK4LBPlMIax8Obxe1o6c3rslCXmBMfXNtnO4nMBF4otWCGlSRSyckbn3xsXCgI827yparEwGFExJpUkUAda/SqpKACJzL1cStAVd3LilZdaJ2RsBCAP+Npx8q7QnBsgX2tNO2ADB3NichccuDW6g09toAkgCIgJ7AMiIQDuwc5Dm4ZhnK4qU9RQ6v7ysRMAfBM83hbDEiSK8Clg4UOd7ejyP969Lbz92Xzm1qK1krmFpX1yo5gRIg+Jxkn0n4Z4eb6b0/vqsyk5f3Qe+egsg1T9R3f87aB0RzgXvWHB/qbpn7JGFqq2eU0716//lRP9QWB+5cUzjmJPSyYigexuOyaA3g/OF76Np/jjtdzqjEUTt8Da16Z7kmcr3l/1WKKtUhMhtd78+B93u9Wi8p05ygRRZ3l3W81636UQwIg819E8LaAlIf9VEfRQEC4kHoP2jbVAL0MvHTCkIXLC1EdM1yV6uPClSnS5aTlShmxMkIy+Q5Nyvrdy7aOj/V+HBHcl90IzevvWvHMpD0e9wtikLG3c0EeKVhdKuFQOqhvv6c3jKynjAblX7TbuYe66BrBAaUPceJArXB1KhG5On4UHdOHyq/cCc9FIw8L8sGNZm0AhCsE6AIjFzdsbSFWFHYUuBLy0wXDhEJF+4EKRHQlvZfAJQkRBu5+e7l2uPBScBHARzVr8BkkSa2zYEz23J8qDvv/C3LiGuSSQAIAmlpiKwXrj2OrmN7onFknSJ7xwZ70qmxzpBw0EojkqQ+Mm1tFXh3sKrfaRFg+0RUtRGi6p0dbqaffOUzJbc7bf4nUh21RR/NB85NudtFpMjbph3Lo2el9jj5YxtFjvhOOUEiUeZ75vM6InnRHI0INq/l3FMMGsfR1wWuiRxXWeCc7PPdmo8MR+uArncFkf5qDfTxc9LrZfuY8P9oHawiNW7pdmUXr3ertFvL/eNE5Pttm0sEJHK9okVEVpGagNRHfdzZR44B0e6k31qyK7tgiVxoP5D93UMll6v5UvFGcSBV2bJIDpyYeOxIZMUQqCaJIfk4vXFNiwnZrSAkGCQI0Xc/J0DN8kRipHH262nBkUDQXgdc/LmbuIQRg8NdYFQJMmrPKDCp8ZJgpXaL1+3rGs3uNi6sRBqk9SWAINEg+ND9cs+RkObmfwJb+s1BK916FMDrgp5jTIG/v3soA0QCNfqwRyBpujFS0jSrjVd3LE1vPvNgi4VgdriZrmxflq0kBJLKoKR7omdWpbFXexU87CmGIy25tN3v/fFd6exEezo70V7aU4Dgla44POdAMiIs/JBsqEzFmujD+o70r0sXJleln//hr+bNJyOiozbI+vDaY4+mS1tXZEAdEY8IZHKMRWbpLqVxk/XHXZWk9T8+1N2SfvncpraWOUsAyXLULsUpebwIf2fK2/3dQyVLiSwGIpfK2KZ2MP7p+FB3urhlZWm8vL6I0Puc4thF85XzIyI0HH/2S+eYkY/kh4SFmnmud9yZ3QG/ymP50ZqhvmmdjiwaXEP13COCJfngBCKap04GOFcj8hIREScMvv5TNjrRiIiLy0JuRCjLh+8D4u5YNQGpj/qoj5IL1suLdqfvLP1S+u6qyZwJS0TDU+r+oG1TJiBRXAhJiO73TFhVxMLjRrgY8h5aEUQCIlLjblH6aAGOyo7qdssF63VywmspFJ2AcEF3ocx7ZE2RwKTA9b8ECk6yKFTlB1yl8SJhouAUgHGBL2EokOZAQ7EPXtdUY0MJnM80P4w3mW7MuYuIlBzoGUyXtq7IoPXYYE8prWkUPBppKQUWTm9ck86Md5Qy2xwd6G1xNyOY0P9Xti/Lrlzq89GB3vTG0w+VAKHIieIACLYEAm89f2/JtSsCgREo4hgzQLfKwkBLgYif3LS087tctZG8WQAAIABJREFUeY4PdafjQ925jyQUJFg8L/DOrF+qR/WeGutMF7eszHVob4zbL96Trj++MMfO+J4mThT0rK5sX5befObB9M7v/HppHwsfRycxPKdYEYFVWlekGLj++MISOBYRvf3S3SXycaivPwfHu3UgsqqQAAowk+ix/SQgasfpjWvS2Yn2/Bw05rqHpFeET0D/53/4qy2E3xUYEXHQXKTFg5ny3NLCseb8jQjNVGPOcsHsXfooLowKCJGHiEBRmVBFCHy3d75n/J/vFIkD++NEK1p7uP5ImRMRiuidj8iRf6oIiQiY/v4ilg4nIBFhoQUkSrnr+3/IClITkPqojzv7aNkHRDuhe6YrWjCi2I9oF3Q/xzL0XQDeCYTHguxdO1ZpBdGC69YSAnAnH3QBIlHxwDvXcDmpofWFZIHgmkLDCYwv8gwOdJKjciikLkyuKl2/d+1YCUTIj5hxKhLSAga0grjmjORIAv3cprbsWuW/a0zOTrRnQR0BEGrfJNxpiSCwIcA61Nefbr90dwZ3R/rXpXOb2loyKxEoCPS5EBdYvP74wtI+Dr4hmwNYAYdjgz3p4paV6eqOpRk0HuwdSNcfX5jOjHeUQJ3At9xkHIC+/sQjmUixnT6XqsAGAab2nyDYJZCkawvbqOD1n3zlM+n64wvTT77ymfT6E4+kG3sWZPcyEQkRDQW+q38Cjmcn2tPFLSszeZQP/8nRrnTzyYfT+391f7q6c0m6sWdBujC5KpMeulnxw7Gn5v3ilpXpJ1/5TLq0dUW+30FwpI0n4JX17PZLd5dcfQRwz060p5985TM5YxSDoRWTxUxo5za1pbeefaB07VTjw524Ve+JkUa+T89E8RfeX7ad46M2kHxwE0b1h4oLjY+yZjlh9bkldzhvh94ftcn3B5luzLmGiSDwPXTNv/rqbmNsL8kU1wkqK7w8rafslxN4H2eug7zPCYhbVNRet1xF7ysJS5W1OiIT/vmo806m1I+oPVWyyUkI5d/etR/uA8L4j4h4KP1ubQGpj/qoj6KQBeTz2/I+ICIgTiCcTNCqIXLgsR8R6fDzdJXy2JCqgHR30XJw79dq0Y3KJaHg/ZG1Y+/aD4PJI6LihEkCgISACzfrpxCghlHnXHC6CZ/lVmWcItiPyqVFhB/X4mm/hUjgkdxICyuNuO5ngCvLFZiZamzIu2ATaNGl5Ke///EMeA72DmQrhkCRgJzudeJDEHWkf11685kHS3s3KNbGQTwBrDIVvf/nn8puP7JAzA438zkH/mcn2rPWlZYDjRm1thGwIFAhkSOolmvQiZFGJkjeD11LwCcrzrHBnnRuU1u6uGVluvXCZ9O1XYvTa489mi5vW56ubF+Wru1anK7tWpxef+KRdHXH0vTO7/x6urZrcbq0dUU6v3l1+vk/+Vj66ZG16a1nH8j339izIF3dsTTdev7enBZXpMaD4qOPnuXZifZ0fKg7p8cVCfIgYxE4zksnkpo/isEgadBzfHX3ohK50XOS1YgZyI4O9GYCyPGmJWCqsSEdXt+XrmxflueXYkt0js/JgTrnzNmJ9pyM4FBff7r55MMlKw5dFJ04kKh7+/iuiiRp7VA5fDcub1tees/UTqWB1jsVAW6OCQkIiQEJAy2ssnhyjJg1jH3ifOc9tLxG79W+rg8D7pk5zxVC6qd2gK8iBtH7W1Uv73Fi7deRLEWWC/XDyZFbPFzmRTKL8lZZsBT/4ZaQKCi9JiD1UR/1kQmIXLC4E7rv8VFl9WDAOomISEUVEWG5NOvSF1XnPCUwSYgHnUfxFlqwPbCd4I3EwgkNNVZOYGgZccsMLSNTjQ2leBQXEhIMCuh2YfJK51xMiSwlh9f3hWRBQtWFBoWdfqcQkpbzlc5yOmKVQSBwYXJVKPAIaOTGpPoINKq0cNRKEiTJ3UbCnwHGcmNSuccGe9LP/sHfypusVblMqG5p/7lPw6G+/vTT3/tEtsoQxAiMCMidGGmkG3sWtGjvFThNQCnA+/oTj2SwSCAnf/6bTz4ctt01mpGmk2BVFquLW1aWrAPRh0BfZORAz2De4+FAz2C2dhwf6s4xDidGGunMeEc6NdaZTo52pVNjnemNpx9Kt174bLowuSpr+jVnjw32pKMDvS0kjGNEwCiwrbJPb1xTShNLDX+kSXYA6hYWEgvWd2ywJ13auqL0jGRhUxC6CJAscXrmBP1uxZlpDre4aB1e35d3aI8sOFx/1I7Z4Wa2ygj4ysImUkQrAt9NdwdTZikfK5Wh8SG5EdCm1j+634mv5iuft78DnHszzeGs/OFz1jX+zPX95GhX+O5T+cFx5prk65LGPyLxLNOJgJfHdZpjoXZESh31mfvvRO3zeyMCMt91kmGRfKoiInvXtrpgOeng93on9Pqoj/rQ0bIRYRSE7rEZ+7pGW4iIWy9430dltJrPzUqLZBQLUvWX5VZpeEgSBJxVz486vpiFOsmQwDmJilyj2AfXalHgzA43M2CvimNxDVb02d89lDOtULCxDSyHYymBRi1npCWuIje6h1YQXSNgIpIiFzAHhbKCsHwHw4f6+tNrjz2ahT7910VICDppgRDo9k27OAZuNTg+1J3ObWrLrlCqj5pR16wS7L315ftzm2i50WZ1dLU5vL4vWw/cDUYa9qMDvenMeEcJmPg4RqTESYhr7ZXhiaDPAXLkBsVAcf71c7JAHRvsKQVue3B7FKjuLi7K0vRRGbtIoAg6nVzJMuT7a3CsFNSueUCLgzJysU+K+fjZwbZ0fvPqlrgDt+L42O/vHkpnxjtagu0539hGXa94GRIEjeGFyVV53vH5qQ10W6JbE98TEgO1m++ixpYuR5x3KpeKBdfoa53xts005wK5z21qqyQ4ejbRs+Z1IlG+xklRo7XGrSmunNIYqJ1cRyLS4QQlIshUIkTEQr/JmqSxr6rL5QbHm3LISUZk9fB2OxnRNQpC9wxYTjz0t3bBqo/6qI+iAAHRRoQiILJsOLlQ3AZ3Sq9ysWIKX5ptPROWzk83RlrO/3jNeDrU118KghdRcXcrd8GSpUBCwy0guoYLekQI3OysRV1lEKzrWgkTF1QRMYi0TLruxEijVJ9rxVwLToF1pH9di5sVhctHfXgtBZKE5YmRRkmbKCDx2mOPZi2wQN6+rtGSgHdAQkGqPQlEChhQSxclgSDdK+06gatAXST0KZClYXzvG3el1x57tMUdiLEZAiwEWvu7h9L5zatzGmECWqbo1XxUkPUbTz+UbuxZ0JK+d6Y5nE6OdqVbz99bGsMqgBN9HJARhCuwWrunC6RFAexOjEggqkgKA935G69xcM+0tuc2tbVsoEggHmmMXdvtIF7lXn98YbqxZ0FLpis9K1knPFOXAp7VTpKtc5va0rVdi3PMheaFg3+NPetUOQ6cnTzRWvD6E4+0xD5xvslqtb97Lkid7ox0VdO4VNUdtYWZwLx9+kSWPz4nEhRdr3NXdy7JFh26Xfo4eMzJVGNDtuI6qeR7rj5wzshyxHnD9aGqn/7ORRYSb4+/u24R8TXR53c076mI4vrO8054IgLisnG6MZJef+KRXCflr2SpLCBMs/vyot3zBqK/vGh3TUDqoz7u8KNEQP7l4l3pO0u/lL7ftjnMcOVWDsaC6BxJiQeta5GLYkDcykKXq8iywfIiqwRJzExzuHQty/MF312r3IWKZThZ4sIuAc19MNyS4u5i/HichPdXwoVC04mOsirRJznSdFLwuTBzQUhBJoDogpQAVhmURIoIWqgBJemi+4pAqtp1dKA3Xd2xNAQDM83hUgAu3Yfcv539ISBShiamLRXhcI0ugSXLEEki4D422JPe+eqn0+Vty0tERFmh6NJD4HqwdyCnFo40+xEI4lj6NQ6KZI3R7uo3n/pcOjXWmY4N9mRCqXYo5oHE4kcdX2zRwDvBqLKSyJXp6s4lObaEbkmuMXbwVgUIo/9FMC9vW543MqTWXdYNZkVTO0+MNNLVnUtyulo+mwuTq9Lbz92XZoebpb1DCDr1XXFBJCizw828RkTglCSQc/H4UHcmH4r1UT/efObBvD/M/u6h7CbnpC8C9hwzvjP6XWsaA+WjsdbGfyyHfdPO9LSy8H3ney8rk69hzLrl80LjXDV/WI4IEM9XvS9VhIBjKlnEcmkR29c1mt+fqB4nJ6yffeJ90TrsCqsqiwjljiv0tG5LZvm1r3RuTN/7wmRpJ3TfgDAiIfVGhPVRH/WRs2C9HGxE6CSiKg7ESUaUQUsfWTlIRHzRi1LgykLibeAie6BnsFKT46Zj1kcrhRMVnWPqX1+s2VZdT+HiFhQKAF/UJUQkfOezkgggqtz93UOldpCgsPybTz6chYraKcEmMBC1KXIVYOAp76E7ibubqHwvl8LSwT610MyQRTJAsCKwOzvcTG88/VCLljfSNJJAKKiWbTg+1F3Spqo8JyGH+vrTu1/7ZAtYnR1upotbVpZiPxzovv3cfS2xJNTg092lCjCpvQQvfr1/BF6VRlgWCLlsnRrrTFd3Lknv/+tfTxcmV2USIoJ5bLAnnd+8Omvfjw705mB27aD+xtMPpbMT7enkaFe6vG15urR1Rbq6c0kGtG7p4DhXaejnA3AEhySFbpk4vL4vndvUli1Bem6KdXnv63eld3/3U6X9RaYac8T+7ER7OjHSKFl6IqI40xwuWSH0POlG6YTFgbKsG7de+GypPgaTH+iZS/ksi4LmFd3FfFx97kRzg9YaTyVNUK5xceuHPxMSerpHkZT4+6W2RPNBFhNdQ8tQ1fwgAWV5XPd8nYkUN7rXLbLs/3zj5XM4Iga6juuPkyFXYvHDNdrJREQudK1b/ClD1Ya/Xv2b2QLiLlge98FsWDUBqY/6uLOP0j4g31ryoQUk2tdjqrGhJYicHwLyqn0+pM2P4kcIsD2mw60cEQmJ4ip8AdXnh+0TpcWZoDuyTuicypJVRe1WQHgUxB5porTo6379VSYdASaavr1P+7o+dGui0PhB26aSZp/Cg4Jypjmcdz6n9k5pU/d1jbaQH/ZDmkyBGlpHBFwFtOTyMNWY2/NDbWH/nORQ4L+6e1F2b6IlRW2nW8uV7cvSq7sXZWBftRNyBLwEtE6NdWZ3DmovCYaqgJwsG+7iI7ewn/3Br5WyZqncI/3r0tvP3ZdjHhwgEYQSNDmIjAC6fuP4VgF2j9lQ3MTVHUvT+//y19KlrSuyW8/5zavT6Y1r0oXJVelnf/Br6fhQd7qxZ0F6/YlH0uVty9Nrjz2arQpXdy7JGx8yna9bxuYDrr8I4aA1imA3chVTJjNmPFO7jvSvS68/8Uh67bFHMyHj/SdHu0IXM9XPd84teao7im1gPzj3RPg0N1QG5zbd5HSP/ueawnntygDGVkw3RnKWLVkYI5Kl5zLTHM5ELiKPnH98HnznNQf9fr4PdFnTNVIQVJE6f9/lrskd5/m+aJ339UH91He1S+td1ZrC9TEiISzfFSRamzn3OY4sk2s2y4kURZIHlEW+HkcuzvxdBGS+NLxORmoLSH3UR31kC4gWiu8s/VKOASGxcJcjfZe7Fj+RFaTqEwWpE5xHbliR5YRAnt9pDYisHG5pIQkR6eI5AguVtXftWClrlC/SThLYR5IP/S+hqXStbv2QJcm1YiQcrvnyj4SYiAY1ewJTOsf+UnDpfsWCuAVDgGC6Mecu4aCA7Yg0cGzL5W3L080nH87Agy4MJEICIpe3LW/ZHE7ticB5BGylXSbwkeuOA2cBJNewyipAMC+3K7nsEBwfXt+X98agZp1jpnGpsurM93/0l2DGASM160f616UTI41Su9kvAfeIYLjrj5OF+YhERKr8HIG/3JqULYsgUKD92GBPvo6xHgLqxwZ70pXty9KlrStKgfTqH8ko++PvogNnlS8Nf0QGRYA9wPzmU58rbTgolziCds4lJj1QQgPVS0sn20DrA8dURI6uobrHNfQkRP6e+rNjjBbHi2m7/SMFSRUBZUwf2+ckVmN0dcfS0rvk5EPXTTc+jDvhs9vfPZSt3gT5LMeVT9Gao7nqSiZ/T52IkCyyHq7VbtnwaySX5lOguZxSGcyCRQLCoHPfoLAOQq+P+qiPkgXkm5aGlwQiignxeBC3aigehMTAYz08Ra8WUr+OJMEJCxdIChe3qug6J1FcpN3SoJ27HSA7KZLPb6QxIrFwLZRbdri4U8BHJnAJIfmDS0DxOhdMkdZN32XJEIhz64kLNRIXETAK2dMb1+Q4lJnmcI6rYJsiTR3/svwz4x3pzHhHC2BWeQSEB3oGS/ss7O8eSjeffLiUbtQtFwQqKl+af1oyFFQ+36ZxfH4nR7tKWmRq4E+MNNL5zatL7ZTl5tLWFenMeEeaHW7mvumZOvB2NxI+W45lREgiYMjnw/F1Lb9/nAw4WK0iodQcV33mI7Bq36mxzpxRyl3Y9OwuTK5K737tk5ng6V6N+5nxjuxCRretAz2DOeUwy6Ymn+MpssFrjw70pre+fH8Gm95vzd3XHns0x23IckaLSeQKRbclziVlhWMa67MT7SWtv8qQlWdf12hOJKA+Musc1ya23/cCcbDNOejvrM57HI0IGRUSPm9FOjjWvEbXSbHCPlQpJUjW6Hrnz4vpred71zQmIlf6XaSOFhS/P1ojqXwh2XJi4YQjWs8phzx5DM+7y/ErnRtLBIRuVu6Gxd9qAlIf9VEfLfuAfGfpl8J9QH7YPlGybLgFI7J2eOxERFac0LiZVxqkiGw4QRFYEjj3YDoC8yqri7fZg78pEFiWa4UI4NgGgVknHk5kzm1qKwnWSFi4kIoEC4E6BRv34nABSc2ea9T4naZ/v1Zt8h3NmfqUAGV2uNlCRiKQzFSs+7uHSuRAPvXU2nNH8NnhZrq8bXlLUKxbsyKQJLAqUHb7xXvSW1++P1tZqjT1up+uMyQMh9f35XSq7s6j+06MNNLlbcvz2LkrEf9nvI2PcRVA8jlQNf4O/qO5E4E6JzVelo+Xz8WImEQgUmCd+3DQgnCorz+d37w6nd+8Orvd0PL06u5F6eaTD+e0yLxXFiDGNulZMLMVCYFiM9QXpVamZp191X0ke5rDIqn63Tc6dPcutV+B/m7J87HX/yRGHEuV58SBz4IkzOceiawTVc4XJxg+j9UOn0dV9foc3bt2rOSSxjXMQb7aI7fBqMyq94bzlOuw3Bm9vpnmXDKBiLBwXPz8fETD5Ua0BvB7pDRz5Z3LLVpAfCPCKPC8JiD1UR/1oSO7YEk7IQuISAWD0UkwqoLSqSmhixNJg/9ONy8nISQAAtksg/X6AhlZFbToRm2JrBqRm5eTJBIXLeQUYiRHEhzRgs5FXeBLgIBj6Pc6MXJhdGywp+QCxY8LJmaMosBzweYAUKDE66eGb3/3ULaKSBgLAGi/i0hLR02tQLvqdTcmDwjXZnl0f/INyggU3MKjco70r8t7dsjt7NRYZ7r1/L0tbiQiZA7wVL8TBgVua98JJxYHeuY2nVNQuPp7eH1fCWwLxDDAnUDZwQ2fUdUzjYBWRAQikjDfZ77rCbCqyBA105FFRuOhuAnF9MhVzzNyndvUlt54+qF0YXJVBusq41Bff7q6Y2mLC9lMczhd3bmkBdgzDoMkRa5crhBwQiXiIuJ7aeuKfB/dAEk4GDOhOXaorz/d2LMgb5LpJMdJn489265Adn9OBMRH+teVyEu0bvD5yGqrfjoZciuG7tE64coOvn9V7WR/NY5so4N/WTj4fNU/t5hGhIBlkqRxPDQGskCzLNV7bLAnx+vx3irC4TIisop4GyjTXM7ou2en3Nc1WooBqdoLhBmydK4mIPVRH3f2kV2wlIaXBIREg/t+OPjnjugMKndi4YSiyqWLQJuWF7dORGTBLQUkDnITmmpsCAmIFmFvr1y7qvxj2UcXjmyLyneCEFl+9BuBPfviQkTC2UmPLBV0jXDNHAmPtJ4SlgQSKteJpcqJMmLt6xotBevSf5sxLg4SOAYaO/3m/vNnJ9rzpocOsASeCB6lhXSArY+7wQn0vfu1T5Z2xpZG++hAb2ljt6nGhlKqUo6f/PEJhglcz21qK+2STeAjK87xoe50crQrXd2xNJ3fvLq0U7fukZsNg6WrrCKuVa0iHK4xJUiqur4KDBIwOtB0QsJ5q2ehNL5OFJ3YnZ1oT+/98V05nkLzQGl3jw91p2u7Frfs0yJQf3h9X7q0dUVLVifV6W51Z8Y7cl0kB9qJ3t9BHw+PN7q2a3Ep/S8197SUqP+MadH9V3cuKVkwInLJ89S27+8eShe3rMzzW/VynVE7FE+m5xSRLL6XBPMig5zrWgPUvxMjjZyy2Ns+05wLkJfLbEQ6ZHGiq1O0lpLYuKXnoyyIToi8DSdHuyqfe0RiNE5Scvi753VHlotfpJ9c13mPy65IqfjXq38zfWfpl1rIRrQhYW0BqY/6qA8dpRgQbURIF6yqmA9mvXLriJMTL0dg3st0K4MHm9O1ywmCu3lFBMU1QF6vEww/F1lK/LsEChfoSDD436hc/SY3LGqiDvX1t7h9ScstouVWBJ13cCAhJsEsYCfBKAF3crQrFMQS0Epf6yBe4ERlUpvL8XJg5haJ6caHAfEEeFd3LE0//6OPlfY0cH94uaHw97MT7SEwJjBwgHVqrDP95CufKaVrlYWCwNNBtMoXsDwz3pGu7liatdvsz+Vty9OZ8Y50YqSRCQp9/48O9KYr25el9370cHr3a5/MWb482Fvf5YamdLjMZEQw7e2t+hv1T2PFa0kuCLz9/ggMq68C3HJ1U9tpiSAwZvzMiZFGtrhxPPQsb794T/rJVz6T3bEYMD873EznNrWF2Zj0nJxEKb5E7lEifydGGiWXR5bF58B+iazL/UfkRtY83sPxkoVsdriZXn/ikXRl+7Ks6Wd8hxM3jr1iyqYbI9nyxnb5vYrPqoq90LWMt6Fmn3Pb319/h2V5cKDvpIbgmu2gmxhdYX2t4bzStVyX+NetKFF8j+6lVZlz30k810MqXPZ1jZYsYAy4ryIbVdYPEo/I9UrX+++udPt+2+ZMQKIYkIiE1Gl466M+6qNkAZF5lEHokXvVD9sncqpemWXdTStyk9rXNRq6brmrkzRsTiZ+1PHFFmuAExFaFJwwRIDfLRC+4JIM6LfIyhIF6AkwO1GJFn8nK2oLwbn+ytLCdu3rGs1ggYCQBIpCjBp+CT5aOwhMXThS26Y2SIhKOKpOBwL6S+01y3aQ48KY4+E++gKpaosIhwDEscGekisKrTECJ8yU5SRLFqHjQ935XmqML25ZWTrvJI7XHhvsSbeevze99eX7Sy4/AhUHewfS2Yn2UupagWOlFr66Y2m6vG15Or1xTTo+1J2OD3XnWBN9dxclgXjt+B25LzmAdIA6n8Uiuj4iG/6XYyXL0OtPPJIBqgA8yYZbPLQXyRtPP5RJF+M8VPa5TW3p2GBPyaVNBE3udbKo+fgQWLINJC90h3vr2QdKbo1O4EQWqAHXM5Ir1kxzLhsbs1g5AeNYHOrrT28+82C69cJnS7vJE6z6vGZZaq/maUR21H71k9dE88MVAiTTTiipmGCfSPq45ojUkFxxzdFaLZLI89FffWThdAuIW5l9XdKHLqZc55wYReXzGq4fviZ/VNvYpiqSUWV99+/+UXv+cuWWUhasKBOWu2HVFpD6qI/6KG1E+PIHWbC+94XJFnLghMRdqKIYEf+N5fgmhR8VR+JWjcj9yglGRES48Ho5r3R+uJmfXyMhwwWY17KcaPH2RVzCMvotcieLhB2F3lRjQ/b5dvCuj4Cd+qEyqJl1cCJNm/cl0qwR6ItEUrgrq5CEM+uikCaRcGGqtqrtBO4EgAI9TBsqFxuCG4F/CXMHnQ6yVc+R/nXpyvZlpcDxAz2D6fzm1XkXagIpli1ApR2sFRvAegW6Z4ebeS8N30FdrlzaO0YxKmcn2tP1xxfme9y1hRp0B3GyBjjQj0iEPz8nITyneqmB5m+qT7vQCzCTQPj46Bq54F3duSSPB+eF7pUrlFyaWIasDVd3LilZlFiG91PnFWPCdiquhMTJx1va7LeefaDF9Upt1PhwTpEMsDy+f1d3LkmnxjqzGxmtnpzTTio4NxQ/4wSE9WrOTzdGstsg54bqkGsUM0ZpLnN+6Lzee7WLLoRupRBp4lqmNYZAXnPJFRv8qzGQQsLJuCthIosD++7vgVutpxobWtZLHz8SYH/fonXYyQgJiBMPl43+1xVvkWJPO6F/Z+mXWgLPufEg9wSpY0Dqoz7qo5KARBsLco8PWiiYpne+fT+cbDjBYJ3ubqVYENe8uwuWzs13jQiF+hJphqpiS5z4SOjxHlpSFOOg+yJi4H1SuwjUXcvmAkLAgZmgGF/B2JFIiEoAUug5mHBhyzYQ1MjSoHEmoaF7l8Auhf10YyQDaYIFjg8FsfqsMg/2DqSrO5eUAt85boxx0f0eZLq/ey6dq/zeI22+NL9MbypAdqBnMJ0c7crlqV+KXSAREKiUe5S7uwg4nxrrzJvieRA1LSMnRhrpxp4F6Sc//Z/SzScfzillI/AakQTunaIPAezB3oF0euOaEhFwCwrdydTPowO96caeBaV4HFmKvIzIwsEYAVm73nzmwRy7IXLGOvVX78T5zatbNj/k7+9+7ZPpnd/59UxK+XwIAJ2IkjyKHDKrWWQR0F+SspnmcDo52pWu7Vpcql/P28fZP5r/bz37QH6OtDJ4OzSmToz0nUHlfq/eWSfOrvHXmOh+PUNZn3ReawitBnynPYZNZYvUOECPCICTlGhtIxEgWed1fr8TALe+sC++BnONchKj9njWLD7LyPIRkaFIeVSlsKPizWWiK8h+vGY8E5BvL92ZE9m4+xXJiP6vCUh91MedfXy8KIr0jQU70jc/cMHiPiAkCvpf4JgkhEHoJCJVQeu0njgJcZcqd9EiQCfg97J8UfUFlhYKJxt+D+v2Bd3rVnnuF+zl0kWLmizdjwbgAAAgAElEQVQ3hdPK4gKH2jSRoOnGSHatcbLg2jcvhwSE5U41NuTMUZHGTW0mQKGlQte4hvxg70DOfuNaXO4h4uPuwOJQX38O7pxujJT2GyFY0fioboKtk6NdJS30iZFGzhzmoJHtVQYrua0Q5CsewQGcA20SAAVOe5yGQPzJ0a7sAuYEhBmfFLx864XPptceezQdG+wpWVCcHLFt3le2WX0S+BTIFeAWKN/fPZSuP74wg2dl8fE0zLS+Ofngszo11plmh5vpxEgjzQ4304XJVTm43kmHSIA2e2Sf+dH4iTAfH+ouEYcocxXJo+aYyjs60Js3LnRi4OD5QM9g3htGZSjuRPeLPJwa6wyJAAG72nWkf13pWfgGe/wrMs5nGxFLD55XebLSRXPZyYeANEkFn4XPP593Pidp0XGXRxILnmOqZFfEsA4pfjgWXDdJQHwdjCwlrnRywsMsf74Ga5xVvsbLXUW9XP6tIklVCrcqEuIuWJLPIiDfWrIr74Y+XxxIvRN6fdRHfRRFEAMS7QNSZeVw16yqdL1VcSEkG1zQpLF3YhK5X/He6K+Db5EDLqKu3Yncu3ReZv3ILM3rJPT8GpIwFzS+yOv/meZwLpMxMO4GRmsI2+kCUqCHAogCWC4s1N6J2ERaOicv+iugSsKnfkp4ymXGNYczzeF0edvyNDvcbBGi6jfBCN05HPgQOFHrqP0eBKAEWunCQ6ATWUIEAt/56qfzPicEpsxSRYAVtZFWImqwXUsuACw3LGXNkrsN3bO0dwVTzb75zIOZcNEa4prwiJj4dRFh0Hm3RJAEkIi6u5WeJdMT//yPPpauP76wFJ/g4yKXu1NjnencprbSHi1sE8sm6fTyGLuhazSmbqna3z2XYlrppJ0AR2NIwq2YFLVXhFPWJ70rfCYiWrr+9MY1pbgRd0EkOKfmXS5fTHgQzQt+VJ8/dwf12j+HLlZReSSjrJs7qRO0O2F15UCkMNBYk2iIbPimomcn2nO5tORqbFk2+8u1nHVHJETP0MkHSU5EltgGL9f77Wu0K570UT+pWHSFGRWA/J0WEMaBMB7Ed0WvCUh91Ed9tKTh/c7SL6XvrprMZIPuUf7hb34NAXkV+XDLCBc1JyBcCKNUvJHFgqDeF1MuwiI8rIsLNUkDNfu+gHu7phsjpcXdScq+rtF0bLAn7V07ViIWJE97145lzXVEVNwSIgE9O9zMQiiymLjAowDTXhIUlCIULuCqypZm8vTGNS3XTjU2lPL+a9d11wASXER1eFvkS01i4mCDv73+xCM5sFcg8Gd/8GvZgqQ+yxLjAp+g5Ej/unR155J0fvPqEjgVkLy8bXkprsUBfARUBfI8u5ZbRd7/53elV3cvynuT0NJB0K+AZ8WJKNOWXFxIBByMOxglOeOzcqJE8lFFpA72DqRjgz3pyvZl6eRoV7qyfVk6M96R5yEtILT4OLlRSl3um8G2qQ8nR7vyhpQ+/tL4O/kUYSSgJvmQ2xVdiHyuOmEjeb4wuapkzWBiAs0FumPONIfTuU1tuX5Ze/T8mFktAvtsg3Zn13Ogy1REGDQWCj7XeEXvmPrjVreoHU4kBND5DLw9JC26xturOUNyw/dZ/5/fvDq3kckpWC7Lj5QvvIfkLyIfdA/lmu7vWnSvj1dkJdZvkeVb11a5YUVyNyIir3RuTN9dNVkKQlfMRxQDwtiQmoDUR33c2UeLBeTbS3em766aDOMxqoLNo/iPKBaEe3pUZcHy/6OPFlACeS2IXDS1CEdExU3nVa5U0eLr51xjFLlrTTU2lK5xE/jetR/uU+IEhAA+ElguVERsJHQ5Pj9eM14C7yIsFFr+oTsZNcq0XKjdP2yfKFknfLdhavgIFOR2ova4xk+ClM/b+y3XBLbxSP+6ErGhFlYAn5pf/U+3DrY/GmtaUF577NG87wJB6uH1fenC5KqQFInYapwd6DHmwy0OAr+H1/elsxPt6ae///EM1PkhaHcyIFe4M+Md6dRYZ7q6Y2k6M95R2o9EgNhdvvS/2qLP0YHeDGaVtUsaerm3yVJzaqwzXdyyMr3z1U+X7qOWm/XJdejkaFc60r8unZ1oTydHu1o2c3Rwu797KMegcI5G1ht+Vx89E5fmCy0pTo75nUBc9Wqnctand1ftU3sdCKucg70DmUjv757b/+Xt5+7LCR+8n4ztoMVDyQyisSOQJil3QB+N6f7uuf1tSFBF7pme25UK7CPP8d3g8/A1w4mLK06cHPrz9zapLyQ8XJN8fXNC4h8SVVqISQBdhogw+hoeyRNat/k71/MqGaa+iUQ5UaEsFAFRDAhdsIQros0JawJSH/VxZx+lIHQRkO99YbIlfoPuVvNZQ/auHWuxnjghcbKheyKrSGTZINAnESGJ4ILLxdLduaJF1c+LPLjVIbrWy9O5SJvkpIICLbp2pvlhnEdk/XABTvcs13hRkLnw3Lt2bp8REQyBBQF4npelxAUedzk+M97RIixde3n98YUtglUCV8HgkXCdamzIQfdqn3Z+FrhmkKeucR93ar0ZtMzrHAjwO8GWQLLcOhxwOsGKQJtrgjVes8PNls0LPUWvwPKJkUa6tmtxJhIiKrqPgJAEQm3/yVc+kwnZ8aHudGFyVXrtsUfT8aHudHrjmvTzP/pYBruyPij971tfvj/9/I8+lmaHm+nMeEd669kH0s/+4d9MZ8Y70tvP3ZfjLjRetNq4ppnWkuND3en85tXp0tYV6Z2vfjrchJGglFmgIrLh2mbWN9OcCwq/+dTnWgiRXNpkufDn5lp4jzkiOSQRYMyJwKjcqjjHSKoUDyCyJFe1CLyr7RxT/VXMznRjJMcMOQgXyed89veVRInklTEpjI+i5ZKWDO6dwnJJyjjGTvyoHKCSgwoJXqdr+Ey4PjNexwmCEyD/UPGjT+Qmq/q8fPZP7fI1m+s7CQbP+3WRMotyLfpN90smcid03/ODpIP/1xaQ+qiP+shB6CQg32/bXNrVXMTCY0Fo+fio7FfROZVZdW/kc6rfqDly8sDvygTlrl1cVKXhYflcfI8Pdbe4V3l9/ERZt6pIhbRlkXCgkJhujKRLW1eULCAUMnQbcABbJWhIUEiCJPyk5RSAcqDh5UvYyT1DZZ2daM8gwIkKQb9n6xGglGa2StAKgKs+BWvTn54g59hgT7r++MIS6JF7koDNkf516faL97S4l0TaUT4LgtRXdy9KF7esDN2nXIvNcZ3PTUTWFI2JwDsBtkCl9hI5M96RXt29aC5V7Y6l2Y0osqiQRFGzP90YyZYHBW5f2roiWzaUxUskQq5e3PxQVgoG7H+UixaB9amxznR52/L0+hOPZELlsSUsTxYXkWF+2FfX9Ov8ob7+dH7z6pZUtOqbZzrzd4+AkWR7qrEhXZhcVQqKVsC5Bz8zAxSftdqiWB8norQAOInVmuPvmnZ8pyuez026hRF4OyHX+6j2q63qm9zHSBz5DGgpcpIuxQf3PKoC/no3+V7RYuEExjOXsQy9A4p98bpIoJxUsB2+NnPNdTJMOcHxVT2RUobKJr+GMsUVZpGccKWdyqQy8C9XbskbEdINy/cDoXWkJiD1UR/1MeeC9fltpZ3QtQ+IWzJ+vGa8RD5IUmQhcVJCYO/B6CxbC12U9Ypkw12YWH5EMLiQu5nZF13Vo98lZFSu2uv1M3DPLSNsd2ThcGEpwe0kSe3TddKeUfAza5TKZnnsq9onv3ISBJENgSIJSBIS3eekgMKYAF/+1a6Zm2nOBZsLUBHs0XLhmj0XotQezjSHczC5+iVASSCpugSCqM0WCLu4ZWUpXehUY0NOvyurjINbgoSDvQPptcceLYF5XiPg6Fpc9sVBEi03J0e70s/+wd8qZcUhsVM/tPHg+//8rnR52/J0edvy9OruRdndh/U4IWGdHC8nDNHvBLMkGf47LUb6aEdz19irHLZVlgJloiJxEjHU2PpcYL9lIZBFzvsna5nIPgEf6yCwJNFUW+UmpzJlrWI/OV9EqK7tWtxCPgSMr+5Y2jLH+PwI6L1sWl1Ojna1ZCvT+iK3roiEa77SxUvPSVY5Hw+6G7HdtG7s6xotpe114hhZJfXcOe5VJIVt4p4cU40PY9XUT2WpoyXFyRg/VJyoPSrL12SOi1s5qsiVk46IfEUEJVJIsR1u6XfCwnudgETZr0Q89LfeCb0+6uOXd7xUFMX+oihuF0VxvSiKf10UxQK75mNFUXy9KIqbRVH8pCiK/6Moir9t19xfFMVfFkXx7gfl/OOiKP7zf4d2hBYQ7QMyX4arKCNWVZyIk42q4HNaOZj2VxoXtzpQg6+gc7puaZHc313OehWREAmhiOQ42XC3Kw/cU3t0LQWia5f0P0EL2+tCwoE2wby7Y6ksukyR3OxdO5Y1iQRQGg/XLLIsASTW58JNoGOqsSG7wkTaSml1BV5OjnaViCPLdtLD7wKPuk6uK+q7a3SlzRaIE2Gg9lUkjFplATYHm9FHYOrytuXZlYeEYroxkjXpTjYi7TNBEwnMob7+/PfESCPHQhDky2oi1ydZLGR90nk9KwLTiGAQOEZEhGRBBEQWFCUouDC5Kl3csjKdGGmkW8/fm3dpj6wzTmrVDmUvu7R1RTq9cU0pm5FruZ3csk8aQ6aI1bVy/araHd2feRVpY6A6SQQTDWiOsc9yidK4qByNBa0nPm84bl7+THM4b3rI58g+TTdGsksfxy2ao4zf8XdGf2nFicoQweN7yg0+RRLcosD3kEoS1UOLN9dRWmuiNjlxYF0+vt4OElFfvyIFk1s//d13VyqWxzpIxqrqpPxy64jLKbec8P/vfWGyRECEJeh2FcWB1ASkPurjl3N8ryiK3y6KYlFRFL9RzJGIf1sUxa/hmm8URXGxKIreoihWFkUxVRTFPvz+nxVF8f8WRfH9oiiWFUUxVBTFjaIo/sd/h3a0ZMHiPiCyctDaURVwzp3OFT/CQHaCf78v+i0KThcB4KIpwRLFeLilwa0lXtZ8MSZ+zSudG/Nme76IO6GScOACTuFEwKLz7I/3g1pMtwKIlBCIUMPumjCBCxdU+7pGM5iXDzdBhYQiiYALSAlugQ+BXAIC9efkaFeO5aAfPPvrQN/7ojYxUPT4UHeJlBBYSeBLu0wg+tpjj5bIgmJZtMeIWwgc1FD461kptsR3pmZb3HWGv6t9fo7gUn1R3IcChqW5d3elKiuAiOmNPQvSmfGOnJVKO4Zrl23Nh6MDvaWMWidGGunilpXp5pMPp9Mb1+S4EcWLyIpEFy6PzSGw01zV8xJBUuyI94dlEFSzXJKEw+v78o7ePq6zw810bdfi0tx1kuHEkeMp6w5dtkjQ2Ha9K9TkM7ZF1hNZGWaawy3EwMmQ72PCcXFC5LEquo77m7h1gusN3cM0F7h+0CrJMXRCGI2jiJgy/PE94Zhp3fF6CPQ5NvpOCw3XFNVDK7Gv3SrHiYd/IgtEtDZF56L6I7JTpbBxclGlEKNcjUgI5euP14yn7676kICQYETWkDoGpD7q4z++49PF3AvX+OD//6IoiveKotiMaxZ+cE37B/8PFUXx/xVlq8iTRVG8XRTFXb9gvZmA/G+f/3vpmx/shC4C8sP2ifT9ts2ZWHy/bXOLBcQtHLSUuIuWkwy6XUXWkuijhW+mOdzi1lTlXuXmZBIPukrRauFlRedIFjzGhPXJwiGBQOuNhLZbI1wAONiWhSEiFdSIUVBGGiwCV7+f6WcJFi5uWVnSLLqgZHumGyMl4CLffQe92mBPwOHilpXp1FhnKIwjgcp+EmxON0ZyZiy21etnmw72DqRbz9/bsi/Dpa0r0o09C0qAzvP4s14+R9WlWAbt9O5Aa6Y5Fzvibl8c6/m0rxo/WR6OD3Wn2y/dnc5taktnxjtK1ib3dedfd3ci0NfeIvz9zHhHBumK8zg22FMiFyJDniLY4xYYB0GSKDB/blNbiyUiImQioJF7GV2qIlIm0ikrkAea61k7ECb51PVHB3rT7ZfuLiUAEMnz9vJ/WYzYttnhZrq0dUXpWidGagMJkn7X5pq0gEVzwYkYr/P5ovnNunTd8aHudGX7stJ8cuLt7XSSSPLpu55rPuo6vY+yfrhFwAmI99PbRgLjLlYE+fwtUpT4e+sKG7aF/WE7GOfmax+fu9oSWUq4JlH27esabZF3VZYQyiMSEAaheyA6U/LWBKQ+6uM/ruPvFnMv3OIP/u/94P9P2HX/tiiK//aD7/9DURSH7fcHP7hveUU9v1LMvdT6/J3igyxYWiCcgDjRONAz2BL/MV92rCqiEbl4MZbELSFarFmmkw63gmgR1b1+nZMVnSMB4kIbkZGIIFEwk6wQvHCRdwEs4OSER+10YkHNVKRV27t2LAtm7y8tFdprJNKwMa2vAMm+rg/dsqRBJMkieJBbzblNbent5+5rcd+SEBepIkCjdYfjxzHmc1KdArnSwmp3cQcWHCtqcI/0r0tnxjvyPQJQCmwmWCIIc1AaEQa6RTk54g7VHp8RaZ0jEEwt+7HBnnRhclV64+mHskVIweFVrl8cC4JqPQfWzaD3k6Nd2WXto4LLOd+pgZe1he5bHgjuAJEfglwnHJpX2pXdyQ+BLq1dTtCccDuIJfllPSJnTj58344DPYPp1d2L0vXHF5aIGd8R3k9AzfeO48A5e6ivP7317AN5fBWHxWetZ8ssXE5AoneIhIp9omsl26Wyz29eXbI6OgBnf/294HV6552MRR+2l9fRyqN6OO/4Tp8c7Wopw9dR/7hLrc/r6cZc8g7+LlLlCjAnc5QJnKOUHZKTJBnTjZEWohF5E7g8IgGJLB1RBqyXF+1OS//GtpqA1Ed9/JKP/7Qoir8oimIvzm0riuLnwbX/T1EU/+iD739SFMVf2e9/o5h7cYcq6vrdD34vfRSErp3Qv9+2uXI/D7dykKjI9YopfLn3x3yxHiQWfo0DcRIQam94Ha0s0e8E4QTmUZ1axEmEqtoma4abqynUKYDUfg9EppUkMpvLYhFZeyigXIB5eRojCT1q1F7p3FjpV04QJKAmcOrtkkBXG+RPTq2k2qjsOKpHKT8p8F27x/4QfL315fvTa489mlNrXtu1uBSoT7BKsOFgi25BAvW3Xvhsy34VBFSuMXYSou8HegbT1R1LK8Gu3JsEcnwcnLyS6LL97u5D8iPfesV+yHUmSokbaclJSm+/eE86O9GeM3XR2sGYFM4HbqB3Zrwj3X7xnpaYiMjFSu2JXHo4jnweymIkdz8+a7mJccfxiHxEpJXl0ALFMd/fPZRuPX9vKSGDnq+TCpI3ubSJyPiziAiBynEFh9pG0qc4FFoO1bYLk6vC+lzzznVB15Fcsz5eQwL41pfvL7lLUulAAuaE2EkKXUpJDKRo8bWYhDV6vlpvuZ7yGicfLJvt1BrHe13R43VXffd1nGX4Wi75QgLia7TLo4hseKyjFF7fXTXZQj648SCtIfw+8jf/65qA1Ed9/JKPbxRFcaEointx7j8UAQktIH+ycHv6JoLQ3QKiPTpIGhj3UWURqQpIr0q5S6Iy1djQcl6LLEH9j9eMlzQ3tAKQhHDx1H0iRyIXkYVDZUTXOAGh1aRKW0TQRmKirEpVIJ7WGAffclXiOScltIK4EHMB6Jo5CloCBO6MLiEuMuPkgIJZwJsWDdYhgELNMr+z7Wqf90PASpvbUYsc7ejOe6VBJSCjJl9tPLy+L13csrKU5lWWk5/+/sfTuU1tJXATgTaRMxEzaaIJHqWR92B4WtucDETa7MgViR8Sk5OjXXmjPxESxa/QNUjt0caCJ0e70tmJ9nRuU1v6+R/+ajo11pnObWpLt1+6O8d9HOlfl4PF5ZJFAK+xjrT7DvJJLiKiIED67tc+WdqPgi5Biqu4MLmqlNrVn5OTPhJrjp3S9LpVhfE/BNa0Akw1NpTG40DPYDo52lUiqAxAdwDu7eVcEOBXOm8fU5JeWSs1t53UsU71hymPNZ99jimGaKY5XOqTiNZ8Vg31w92rnLBEFj2uIb5O0H2KY8E55dZXtlHWAz5Tvu9usYvWXRIFv5brqd/jRMzXXJIgJxuR4orXRjGRkavx974wmf582fZStiuPBfEg9D9b/Ntp+yf/m5qA1Ed9/BKP/7koikvFnOsUj/9QLlh+tGTB+taSXemvV/9mtmSQWLzSuTFMtctr9nWNlohFtCkhs2BFWhWm/HVLhoiAB3mrbR7AHlkzaElxbY63x4PAuWC7eboqboQWCW1up0Weiz6tGi6kIjLDlJh+nZMVnXc3K34kaKklo0ZMAptaTQlLAQ8JZ7lreTkkNA6Y/LzuoY+72kIgISBJi4vaF2nyz060t4AYB/Daw4LgTUCVIFigi9r6Q3396caeBenK9mUlyxbb7GRE9R7pX5ddXhxAaeyPDvTmgHDXgkdjS8LgQDICewSVEUkhgNdfaejPTrSn85tXp1Njnem1xx5Ns8PNHJDOHd2pVSdIZp3efxEjglwfP5YrssEAeWritZeJSBDbFX0IMCOr2NGB3vT6E4+kk6NdLZsJMrOXEwOONZM90PLBuaUUvj53o4/XyfHnPObcVJvoOqf6IoLHeaa1TW32e5QOWmVyDPisfS57WVJS+foiN1DOc66pHDORg6nGnKVV96h9ene5NrhCRXVoragiASQX81k9nOCSwPi77fX4muLn9XFX3Y+yoEtRR5nJ6zwGhCTD0/EyHuSxX68JSH3Uxy/j+E+KOfJxpSiKh4PfFYS+CecWFHEQ+mdwzd8v5oLQf+UXbEcOQv+mEZCqVLpV7lc/6pjbHFCguyoeJErBy/gPt1ZUuTrp9/3dQxmQRuX79RJeJBFRrMhHxXlwkT422NNSjy/0+khAS5BQEPB/XhNprli/hJSb3SmI1C66S1E4U6NVJdgoSElCCEYiQE/rjQtZ7bTtmkHX9onQ6MMA+WODPZVB2wRHHNPpxkgp0xY14gSBnvJT97nLjLTxBOm0mpA885kT9PGZ7e8eypmmnAzof22cSDDrgC8C+a4NJrCJAJ+TFL+fBMn7Hn2o7fdn5u3keScZfp9AO2N/COzVtoO9A+nUWGc6MdJIFyZXtWRcc3DNd1NlKZhbH236+OruRaXAcZEutpvAnrEh2l9C528++XA6OdqVr9Hu69EYqVz+z/d0uvHhzuIkI3xv2W9eJ3c1J7r+rpHcqd5oN3Peq2flawjLZOwZ1wEnFbzvo8iAzx3Fh3EzR7lyuTJFRJDrk8o6PtQdEgwnS/5bRCpYthMUWV18neT1fEcjhZkrqly+8DvH23/73hcm07/6jR0tpIN7f/hu6H+2+LfTU3+7JiD1UR+/jOOfFUXxVlEUzaIo7sbnV3HNN4o5i0dPMZeG9//+4KNDaXj/qphL5TtQzO0F8u+Vhvebi3anl5EFS4Tj6EBv5X4gUZYrjxvxGA9m1XKS4LEdLI8AmaCZC6NbWiIyMZ8lQ+5cAooe7O7f6S6mBd9JlNrHRdsBtgscafV5HwUw26FAwqnGXDCkC2cKDGpk1eZfBPz7+f3dQ+n0xjUlAqKy5c9PoRn1Ufcc6V9Xcj/zeknOSAYcFIoYubD2flEoy52I4OfkaFd693c/1RLI7GBbO60TOGgPDvfVjwBGNM4RoDvYO5Cu7VqcTo11tgRLR5YJzRGv10lEBMYcwDixYf+9zCoiobbJcsOAZhKXKi1+BNLUR4+xoNbex+VAz9zu7dqAkYHyBNwOXn183KIgQuOZvaYaG3LqYx8n3j/THE7nNrXlvThINNwCUTWn6DKketiWmeZwTjrgz8efnY8Dya/PHxI/upaJ+JFceLtVZpRum9dpzsw3H7Wm6XdlEozAudrrSgWfB27RcALi57xNkcW3ylrBZ+Brge6lCxjXxmjddnLmpIJKEG8TCUukVIuIi/YBqcqC5S5ZOv/cPc/UBKQ+6uOXcLQEgn/w+W1co40I3yiK4p2iKP68mCMpPB4oiuL/KuY2IrxRFMUfFv8eGxH+yQdZsLRI0AJCVygnE77nR9WmhJ6m1+MrBOarAtV5X2QKnm6M5AXSCU0Up+FEgWSDZuoqi4dIBxf0+WJBooWboL9KsxSBeAoHJzkSWl6uCylpzl/p3FjKXOVkxdspQUgAIeEp0HFxy8p0Y8+CkHiwb3IfIkCtuoeC3TWmDlrkwx+BfPZH93h/jg70pnOb2lqyFDkwdbBLYKdN4xzoOfiPyJIDK7VJm9UpqxKBLsGiBy/T6jAfwNfYqCxmNqPmmUSWoC4CmWzX4fV96dYLn01nxjtaiIqTIwdFrJegeHa4ma7uWNoCdDkWymaluJTXHnu0FBM0H0nzfvhflR9ZWujyRqBLt74DPYM5IF4uSwd6BtPZifaW/Tg8SQVJ6vnNq0vumD4nNSc0NgTXrhSgtUHlV81d/T473Eyzw83SOOg9iMaZBEyuT3ruPu6c527d4LNh0gIH61XkWddFFg7O3UhRUGVx1lrsYxbNb1fGRO+iPppPXMNIMqKsX9G6W2X1UF9mmsMlZV9kdXfZRgLCnc7dFcu/v/B3agJSH/VxJx8fL4oi/ennfysvGN9asit9d9VkuNEgs1x5LIjHeDAbVpU7F4lJFItRFc/h7lpcDN1li1YUt5qQLEQLswN9unwJMDuBERFwQeHkyUF/FVmgoGX57jal3zzGg79H/aRGj32m8HVNnPpOUEstLS0R+stx1vWyaEw1Pgy8jUgIx2l/91A6O9HeEnNBwRtZYAgKHIRNN0ZybAcJkWfHcdCse/06la8dySOtKNvngKUKOO3vnttvQ3ukXN2xNGueqYkn6Ti/eXU6OdqVLm1dkcEetdpOTFz76n/9o2dXRT700f4dIr+8n5p7jY/X7cRC2bpkUVF/6X51aeuKdG3X4pK1w4mzt9M1/TzPcdbO6AR+JB7+bkREVVYZumvNDjdLsT0CyPORxVNjnRmoK4ZIvynYn2W5OxXJgN4rZubyZ6H5PtMczi5iqnwa2rkAACAASURBVItjFZHLyNpQNf/0jEkWfH6pTyRMImMOojmGjGnRb1F7/X3Ud2XnI+FinVXvjCtBfD1Qe0U6fE8QKqG4JldZa9iWKsUUFXLzeQhUkRjFgLib1Xzk4+VFu9N/d9/TNQGpj/q4g485C8jnt5ViQLThoBMHBpRH50lEmMqXJMTjQ5xo0CLiLli8jgt5FPxNFyUnMdTyOKHRb1WLrxZ8Jyjebne70r1qj2vp3Bw+3RjJgJvCIyqbdQh8++9ObKTtqtI2O4FS+48N9qSrO5aWNJQSfhcmV2VQcXh9X4ngRERrujGSBay0r+q3t4Xg4EDPYLq4ZWXJ1SjS0FaRq31doxmkEXhEO5S7YCcJc0ApgK/rDvX1p5tPfa4UB1AF0B2YOBD2exT0rA0Gz4x3pEtbV+Sgao8zcFelK9uXZc21W2scjDkJc2IcXR+1l6SuCvg5OCXhZX0erK29Uy5tXZEuTK5KZ8Y7SsQjGsMIHLNvrFPA9tLWFenqjqV5k0pq55V6mGA4cpvjOPAZiZjxXp/H/i4Q0DPtrerx9Lo+BzlXReTVVyfKPgdINERedL9iZCKyw+fnZc/XVv+dpMrJo9YbJfZgG3x/Ia5L3taIwHBM1AdaSmTh1Tn/TWtvpOBh/bTsRWu03xP1yddcKqEoJ3SPuxDzHslQjs2+rtH0lyu3tOyETjLCuA9aSH7n/pqA1Ed93MlHdsF62WJAojgPEo2qeBASC7lvVW06GLldRVmyovgSB/9OKPauHQtjQXyRpbvUvq7R0m8kIbxfAoCAmQs228OF38sgEaAwYR1sGwUi20nNmoRilaZL7RaQkUCPtGOyhEQWBGn2Z5rD2edaWlwBKQ8cZ7kO8lwzWaXJo0ZUoJYC2wkUAYmTMMYA6NrZ4WZ6dfeiEnByIDbVmNP6v/XsAy0peJlemNYUpXhlpiBdQyAWEcUqAKTyFVR96/l7c+pbuSZ5tiaSOH20s7k0+3LzUnYoJwkOqOcD9+r/0YHenHBAoFyuagLutAhEVgr95TgfHehN7/7up9KZ8Y6s7fesZ66hjsgU5zZ/0zxTCuHL25an0xvX5Ll3pH9dKS0uLQC+T4xI4409C0rERGPiBMstH06W+NEGjnre2njTSWX03vE9YPt9fNhGWnn2dw+l2eFm6Xl7Xfx+oGduTx7/jWDe3dciUs42OWHzNcRJjoP5vWvHcupgvd/RfImUNJH7qBMsJw581jznZD+ao6yLZJ5rha8d3j7/eBkkLlXKNcmz766aC0KPNiEk+fAYkK89UO8DUh/1cScfHy8+2And0/D6PiB0u4riQL7ftrm0Z4jHdnjAupfxSmc5ja7M0JEVI7J4RNaBKJaEWhwuqhJ6Tk6cgIjceH0sx60jkTXEBUMUOKnrRUoiAlJlFo/qYjkE/AzudkEm7TIBGYEZgfB0YyTvHUCAMp/gc0JCMBGRFgro6cZIbnsEOnSNa/ko8EUO1P7D6/ty9ikCHmqz1UYBaE+1KxcgASJpo7UJ3pXty0JiQ5DkRMRBHPsoEjI73EynN65JxwZ70rVdi3N8gYgEg+b5zBx4iihd3bE090P9l6Zc37mjuoDnwd6BbH0QSH/j6YfS+3/+qZwOlzEq81lfCBrVhiP969LNpz6Xzk60pyP969KFyVX5OUQafgd6EcCLLDga12ODPen0xjW5DhE3kQlmlxIg9xiO6cZIurR1Rcn6obJc6++afAfp0dzUsxDRYZv4LnpZtKDo+c9H0AT6SaxoMfFNHCMrF+tRXXxXnIw5afJ3zYmqg/0o6Jzvmc8xWt0ihYCPi68/3uZI+cGxoXJHH+0j42uA102rlZOdyFLuY+MKJycXLmOchPyo44vp/1zxWzkGxAPOPQidxOT3/8unagJSH/VxBx/ZBYsE5HtfmCyRD1ovfF8QgXJ3w9LipL+erndf12hoDeECV2UJiawlVa5JHp/BYHMJAY8D4SKsdlaRn8iSou/TjZEWqwsFA8lApI1iPAcFFdsoQuSkRMC7ivhICO/vHsqbyDn5Uf8FsNk2gQ1dz5iCY4M9aXa4WSIs3j8K3Vc6N5bA/aG+/nR+8+oWUuYAQN/drz3a44N1URDPNIfDgHP1w89pR3LWdXSgt2QJkQZVmasii4BSm6odDrq9z/OBEI4DXa9ESs6Md6SbTz6cY0Z4HdMHRwDcCQqBmp43/xeApMuXSMjJ0a6SmxtBsNdN0qN9NK7tWpwOr+9LxwZ7sosLwXXVGJJkOAD3OAS5R8paQYuH2iJ3rzPjHaX+MP6E/fJEALqWcUfevqo5P9XYkK0Nuodjyc0AXWnAMVYbnPw4+NfzZn0nR7vyOfaLREZtdOKgsaIigHNHcTDzvQ8qh/ujROPm747WrUhhIWWG2kNywr+61y0ZkRUjsgBXkTuuryRk85GYfV2jJaWC1+PEo0pR5UqnSKFX9f1HHV8suWDRCqL/RUx8J/SagNRHfdzZR4sLlggICQVjQmgB4TWyguh/LU4S6iQbTiCijFuRm9V8hOXHa+YyU+mvFlR3wyJBEoCMiIpAMhda1kVgwDaSiESWCl/w3fLgAkC/SavpoMo1VFFdkcXFBabAMEE3y6Jgo8B3oCBAeGKk0QJgXIA6ISNYmWkOl+I0XHvn2sTjQ90ZyHgb2VcXzC78CRCmGhvStV2LS2NCoBa5rURWBqUmZnpegmuV73Xof7q0OKhiWyMSFRECWTnOjHekV3cvSidGGjmQmVmd2EYSm4h00KLi40RLAtPwUnuu4Gttvndjz4IWy4aPC/vtc5Fk19+ZqcaG0nzR/eqTCHAU4C5LiJM2PSfGdjiY1z3uJkbQGwHTSLvPOvRd4+fvIgEy36/IShOBaZJopoNm5imSGX8vVK/ao3de/RWh2d/duu+O2urv8dmJ9lLmMAfT/p7ouXpgPZ9RNH+qiIwTgUhJQDnE9Y7jHz1rHx+fy05M2AZf510JpbJdCUNiRdkVKffci+AvVm7NGbBIQqr2/xBB+UcP/Vc1AamP+riDj5Y0vN9eujN9d9VkZewGM2G5a1bkZkXy4GSDlg5P41sF/ElefJH0GAsnBZH2hpqeKK7CF2RaZpwAsF2Ks3DrAwWwrlVdkRVG36caGypT5nq/D/YOtBAHkipaQFzzNtXYkDf58/7znILMCY49yJiaUw+mpKCkNcQFLYFvpOVzEqKd5iNAJ5BI8haBCI6NCMS1XYtLgG1/91B64+mHSlpYnSehUDmnxjrTT3/vE6VAfQHHi1tWZgDGVKZqP3fDdiAZAS7XympMq0CoCIA203vzmQdzzMaxwZ50+6W706mxznRl+7J0aqwz3dizIB0b7EnHBnvSqbHObA0QIJX1QHEdB3sH8v4q13Ytzv05PtSds4W9/sQj6cRIoyV+g88wAodVYMyfoZMYJ81q47Vdi0tWIQHXC5Or0qu7F5XK4bzk8zzU158ub1teCkjnXHarB0lAFclkn2QpIDnS7ussP5r/+7pGS+3Y1/XhfjhRfZElZ7oxkq2mJCkReXZyzPeb646TNr6XDurVfq1jvi5w7FQeN2B1YspzjCNxMO/vEN20/Lm55Vff2V4vz9ulPvo1TCzgc53/u2XDFUkfpaxyyz4tV7znL1ZuLVlAolgQd7/6s8W/nf5xTUDqoz7u6KNlJ/RvL92ZM1hFWas80NzJiVtJPN7Df4uIBhc/bVzoJMYJTJWZ2K0StJboOp13ssKFnG1gHRKqrinSYu0LduQSJWKi+yKhQaHtZbB/BGYUOBIgrh1zIOaC3Mt1Ysb6JPC1ISLLFqjze6MPNXIzzbmMTb4xmNcr8HD98YXZZUbXEkgwtiQS0gIBDixPjnal2eFmyedcwdPuZqXfXTsuUE8LA8GZtP/UsvM5sjxvuwNzkqsIbDl540cgW4To1d2L0uxwM13etjxd3bkkvfPVT+cMWuc3r06zw830zlc/nU6NdaZjgz0ZgJ8c7coWldnhZnrv63el648vLAXj010sylbl/zuo4znOBc1nzRt3i6LFRs8mcqeS+5hS7pJccxd1nRMBvfnkw6VYKJEytkFtdcuDP2sfB8Z47O8eyrE+stJwc78IxGuvHLdSONFjwgDP7kWCpvN6HzRvRVBknfE+ev9ZPr/z+pnmcE6AQQLDeeHvodrJ8qrIqr9HVBhFZMGVNKzf1819XR+6s/rzichDFbmJPqrXLRm6h7GLTjYii73/77KE8pUWEBIPJx9OQv7o7z5ZE5D6qI87+GhJw/vtpTvT974w2eLmNN/mg56Sd744DsaLOPgnwPf6fbGktYEERMDfM2PxuxMACZjoehIkjzsR8FOZbq3hQk3S48QhapMToYhQRBosluXAzO/TOQp5F5xR29QWB/GsT4Rq79qxUqpdWkwiYUgQoesUuE2tH4U9XUBOjnalM+Md6VBffyi0Wb5bQJzYRDEGAnwOPBV47cQlApBTjQ0Z2FMbLXB1edvy9OYzD5b29XCQ6hYejr9rmwl4IwDo97MeaqY1FhrryC3LAaT+any4EZ9rxzUPHRD7HFb7nJA5iCTwVB0C6Ef61+WgcAfWAs/XH19YitNgn6KN9w72DqQr25eVYj6O9K/Le584wI9AaNQfPe/pxodB3iJXRwd6S1Y/kSl/59n3KvDrbSOxODnalX/jmCqmyN/tiIz7+8fxjALho09kMeKaJYCv/UnULv1l/Iz32edcBNh/kf9ZvhOJKjJNN7Kqvs9HSHws/L3Wuq112ZVjfi7yCohk1CudG3MQOoPOo9S7ngXrnz78RE1A6qM+7uAjExAGiTkBqXK9EpGQy4+7ZDnx8LS+keuVFjp31XLg7/Ec7oLlpCUiF7S4VJmeXfsVxXqIfLg1h0DdNU5R29xC4FYQAubIpcw/vId/SSScQEhAVlluvH2RmwCBgltZCAqdCHCcXdN6qK8/nd64ptRm1/Irc4zqkFCv0iA6mXHgMdXYkAEkwaFcjhQjoH5pt3IGzwv8OcgRYD3QM5hOjXWWgqoJYA/19acbexaUdox2zasDKgd9EbmKyIeDMQf5BOreFwfPTrioLXcLQNXH21oFziMy4/1RKt2LW1ami1tWZlLg5FLuSA7WRW6jPVPcpU4Zws5tassWIYJmERdvP5/bmfGOUjzR4fV9+dx0Yy5gWtYnuj9Fz0t1KoHCvq7RcJ+PaMz5vpJkqA1ONHm/3ltXcPhHQfOXtq7I5MnLYnuieerrl36j65X6ErlnRoQhspbwGbnihf9HChXOT19P2UdXBhzpX9digeEcr1IeeBtUfmTp8DWe8imKx4wsIAw8jywftH68vGh3TUDqoz7u8OPjRVGkbyzYUYoBURYsgmnPiDWf9aPKXcuzZXmWLF/Y9BHgdjJCAqEF1xdMLaZuXXFyFFk9qO2ntYPt4P/7u4daSJIEAkmREwESEBcQr3TObaZVRTbYPu+zhKgTKAquSPDwN/pbR1o+CUiSokhQU7NJIOPaQhfK9Mnm3ggRAI9Ar8doRKDGU/5GgIbpdgVIjw70prMT7SXgx2DvSPspQMZ7ZprDpSBsAi3X3AsER9mKHOSxDAelPu7+DPy7g75ovH1sq56NA97odweYEdnhdaorcm/a3z2U90Xh8yGRoPsQz9OC49ngjg91p7MT7SXtveo6MdIoWSZUB599FfnQnOR5tzTR9U+uclE5042R7A5Hcs5x0/g6cdP7o99InNhnzXs+T85bntf9SjBBq0n0nqp+JzY+NyKFhN6t6FzVHOKaUjV/ZV30uan11tdUrmNUvvg17CPXYb6LmovRe+trmMsCjtPeta1uw/rNFXaRUkv3/6jji+nfLN+W/tVv7GhJv1sViK5z/+yRv18TkPqojzv4KAWh/4tHHyttREirh1swfI8QWjaiDQlJHEg29q4da9npnOQiCmTnOS2EJCDuhuSkxMugIHCfV943O9xssVzQ/YsCi2DchdLZifYWUqX7JdwoFNSO6Dpe6ySE7XHBRCFHocI27+sazcA7Ij4MtN/fPVQigwQ1BCkCFDPN4XTzyYdL7llOAFzzqP8ZjO+C24PAlTLVA4vpAuEghONC7SVdoaj9FjlwMByBcl2/v3sotA6pTCdOdA1SnIj2fvC6CNAccPoeDmwbQeh8xMPriZ6VXx+di65h2RHJiQgMgSWJg1zj5AoVjYNc3BzwH+lfl470r8vk1EG9yvT9ME6MNErpjvm8SRI41nwWJCnR8xPhcFLi84C/HxvsyVm/aHnR2EnJQ0IgaxDH69RYZy6XxCR6LtEz3Nc1ms5vXp3bwL1povnofeH+KT53fN1xYlD1LmrNcIuE38d7KSe8fl/HVM+psf+/vW+P8usqr/sg4ZGEmpQmhBCCAxRs6zG2HtZrNL8ZjUbz1EiyJEuyJMvIGEIJLSSFpLDaLq+0TUnapulKUoMbEos3MdjYGIxNzMOVIqmSokclq5JtWbGNADsmjiEQ0sftH3f2nX3377s/iUReWDN7r3XXzO/ec88999x7z9n7+75zTnfb96UGHfVqaFn4GWWGEjUgnU2AqNjIhImOHeF+Fn/vnHtN4yxYGpIFL8iHZ263ADGMaY5qIcJbZlxf84BAVDQJD92XhVTpQHX1bJxNeGho1t9nUy+HEvqMwKslihtqFTDIh3/j/4MDg7XzkTfOURHCnWVTJ7GrZ7zqiLjTU6sVC6Cmzpk7PO5sT67qrnW6mackI1Ta+T5xw6VtU3fu7R0tHl67qIotz/LnzpnvB2STQyQ4LS+WB8vz6Q3zizPbZlek9Ol3XFybxQYkKyPEnAaERYkVSKDOMMTCRQk1LMz8m0N+Dg4M1qbHVfGDsQwYW5HNssR5726VswGd3jC/WvEc6Vk0ZYIje3d0f5M1VwUW/69hQ1jcUb1EGbHlcDU882MjfZVwYPLM+UEoqBcOeR8dXlacWrewtqgeb7zCPAuSR9YvqB2Dl0zXjsnqAGOcQIZ5rA0LHF1Z/dS6hWkdoZzw0PEMVvpcYcDh+jk20leJAxZv6hni9wztJX+bTSJ0/7LhWlhhlk4FH9559kQ1vZ/Zs+X0LPA4D/WiIOTu0Y3z2sqpxJ73a3vFzyATGFxfmSFG70XT6tg67Sv4Wuw51/ZVhQn3PSpO0F/xLFgfm3VdNZ1/06xYmPL//Ze82QLEMKYxKgGyY6JRgAcEK5vrGh3YeM0PFR0sYLIwrHPxcMDzoiQ/S6duYg630sY484IwaQdZR6OsnhNOr4POufPRxjrrFNSSxNdCpwEvA3cK2ulrp5V5QphEP7x2UdW5aucJgg4ils2xz4Qfg3Q7dZogTkzglRAqeVVCq8f2tMZq8e9KDjB7EYesYOpQJmMaEoN9SmwyksNEiK3GBwcGixPjPW3WXSZuSoaOjfQVj22amxLigwODxVNve12NCPK5OGdf30jx0JrF1SKOTNowG5Vaz5W88gxdHKqk75uSIS2zEkitX8TmM2Fnoq3n45khLcLRHt04rzi9YX5buBOLP165ndfp4GfDRJe9RPzOojx43hC3vAYG54m81OOm4os9dHx9Hk9yZmtXrcxMWrUdQJ78faj3IyOz+M0zWbHI0GeD62taDbvS/FFvumAi/+UB5GwY4HE5+m3yd8WhTlo/OB/3qaIZ19cFTZvaQW7Ts7Rny4cnzECZue3jbwd1t6dVH0fCbbB6Pvi9ZeGBc9AXcZ/EfZ32a9wX7Vy6qrhjzubaLFjZuh/61wLEMIzaIPSPzbquuLXr2uLeBVdXYoKFiHpD9C8arSbhoWJFw6g6DUzXxlHHc3CDiDRoeDMXs3pg0HhjzASIv+avIVjqqsbxPa2xmqhgyxSulYkPFULamexcuqo2pSX/r+l4H3d8WQgDE75vXj+jNquUdop6HeSB54RnBZLCRFDLjWPcGWaCip8PE+6H1y6qrTHClj5cHwQWngSe4lbXHYAw0316r9yh63oPR4b6i+//9ouraXuZWHH5+ZwD/UPV+hogGsgfpO74WKstBIfvE/eIcB8eFI+F/SBMNOSFn39GCjMhpoIS5Tg8uDz1HDBJ1XAprhuQLTwfWPohrI4M9VchUocHl9dEANcNROhf/crPVwRcRdve3tEqZKqpfOqNQZrDg8uLB1cvqdWjzlqWWa45FFDXPTm1bmHlmYKgfeZdr6pN4Yt3Xsk3vwvsAdT3U8kwP39dXZxFC4cZwkCBa7EY0neG90E86rPX+kFbgWfLQoK/R5QT7Q2+lSaPAsYBNQkCFcpZOj0HZc4EEeeX1YuKIhYEmge+MxZkKjD0/KzM6mnmv1mfpkY67YfvmLO55gHhweYfn31dZdjUqXk/cOkNFiCGMY1ReUB4yjyMAUH41H0L11UNfDbIXGe24tXMsaZIk+cDg93R4OkAdQgIWHwyr0EWYqXp2GWceTHQIMPVzkJFPRksLvSaIOIsMnAc4RVZY67/g0iopQ0byqjigq2AbLni8qHD5P+5E8pIA1vOMusfW+D4uipyeJA1hz9wKBB3mNrZK3HZv2y4+ItffENqRUT5T4z3FI+sX1CRCoQuqQcA5J6JKgsU7dCxwVPE93JoxUDx4OolxcNrF1UDbvkcEIqMnOPY2QQCyCWmY0VYEVvKsf7EM+9+ZfGtt7+2Cr3C2J5sfQwl3Uxe9bllAlb3cZ4g3YdWDFShUmr1R7kRgnZ8rFU8/Y6Li+NjrbZy8YYZxY6PtSohwJ4cJugQh+zlwV9emDG7DhZZzJ4Lk/Tsme/qGa/eWRB4pOW1UXa3Jge5c0ga6qrpvdDpbDFuo0lY8l89V+saYhoziuH9Q1odB8XvAcqs4YgcRtn0PvF3wUQbBgk+ju+W//I3y/eLa3O7pnWUiRP2AmT7M2GgeWod8TFtN/m9yUQRn9ckkjLDFG/ajzUZzjQE66tLJseAZJ4OHpj+ya5txUdmvbHYMXN7sWPm9uK/WYAYxrRGNQj9wxPrgNzadW3V4OgK5zuXrqqJjGxT7wWLER6PoSFZWXgWGsPMawJru4qYbIwHrznCDSf/j45oV085yFnDplQoQITgWlkoGMqnLvrs+iyMuPHnDkBDq7gD4oGU8KDAm8P7kSfi1ZkkacfFpOvo8LI2C59u2lkpWUeeCP1SMvDMu15VHBvpayNk2XV5ilIeUKziCUQEHgEcR1gTFi0EiXnyzZdUY19AhGHRx/VZYPIzgPjQsBfcB4f/ZOSO74kJkwoh/otjD65eUnz71362FnbGG+pHCTfKdmbb7Go64MODy4un3va6isRr2BqXm8OMmOjzbx6MfWjFQPHI+gXF0+98dfHt97yiOD7WqsaxYGV1zY+FIRNSeLSwIOD+ZcO1MSRNog3vA8qG+0QdHVoxUAkUfl6wzKsI1jArJZQs4lDuB1cvqQkgLS+mf+ZpgVmg8XugYWO7esrwInjTOK2SY3wf6vWAp4zrUoUMv8MQf03iht+XTGjoN4574O+X22g1AOB/iH0l+nzPndq8XT2lp4e9EryxwYXza2oHtd3StjvLO2s7udycD5eH88TUvVk/1rTpuA+0R5m3n/tDHoTOXg5e80On4/3wzO3FH1z2JgsQw5jGqDwgLEDuXXB1satnvDYQXD0GOhNW05S79y1cVzWMmRckWy+EBQYvWpgR92xMCAsNFiPoZNHggqDrgPQm4YHOjjsX9YSw0Mny2d1qnzaXOwo+RzvJTueBRDHxaSoTjoPUZh6MzDLIs15xOXkfd4R6Plst2bsDcsKeCSVFmQgBOUHHDMu0xrrzuTwuAzP7nFq3sCKkPDg2s0KinnQ/Ex6Qs2MjfTUrOgjdN7bPrC1muLd3tDZInr0BmeU68wKAoKolnweya1iRknMmw7zS9vGxVnFspK/yLCBECKLukfULisc3z6lExOkN84vDg8uLb739tRWhP7RioDi5qrs4NtJXPLh6SfHUW19fnFq3sGZBZ2Gk98hW9v3LhotHN86ryLmOKWLCxuRXhRvq7dvveUXxyPoFtWl4saDfQ2sWF8fHWm3jFUDUM1KbpcO7xc+PLdoqrDiUC6GG2TuH/JpCyJSMw2vB5/IsYFrXEIgqQLgM/D6x8GBhju+KjQv83TSRcs2PhTm+R/bMaH6cFiIG96EeA/QJ/O1r25i1O9wfaPm5TCgL+jY+n8WV5oc61v4g+839zr0Lrm7z3us1mgSKttnch6nnX8eAZGt/gF/wb3tADGN6o/KA3DLj+mol9Lvnb0hDrBCKxWNBVICwKND9KgpUmGRChEO7OokOzR+NsYoa9SCo1UctPNrYotPmhrspVEvFkh7PLGPaGWTHOB/uuEDq4WHQtPjNnRffC18LokXJN3emmRhRkaDlZyHAnScvjAZCmZERzVfJ5kNrFhcPr11UG+eipIXDm0DQQYbVwq9E5FwGpqKuvvPel9dWXgb5+5v3vaT4q1/5+eLo8LKa8OEVm5988yW1hQ6VkIEgsmU+G88CIQSyzh4tHmidEX59Hk2ihQdRw8sBz4l6QuBxaBoUz+JDyfADo73VNTiNkmD8Zkt1JkrYg3JspK8WDnZoxUDx1FtfX/z1v/6pGmFn8aL58XvG/x9aMVAbRI53kNfVgIhQAXlkqL/m2VCxwuexkFcBwPd8ZmtX7f1X0cPvDXuvtA7RfrDXIRPMeO8zAcPfJxskUIeoH/3mOW8NV1Txwe9BliY7R/+qt0GPqYhizxPfl36bmRhA243+RusL52QzavH5Khya+hfuq7hP4fvO+if2gGAMiHo91PvBv+0BMYzpjdo6IJiG9+75GzouKohZsFh88KxYKj6QDxo6bLAGZSueq/jg3xzGpcQ/80YoEeZOSEVP5mlRFzV3hHt7R9PZsbKGWkULrHDa8Wi51Cqm5QNZv797dc1Cz/eMv19efFUVw83ihTu2rMNBnhhnoARcr6MeBM4DXihNp0SC82dCkAkaJqwIXzkx3tOR4HAIEU/jCqKsVnUmYBz20VRWJvdKGDEL0MlV3cVDaxZXZIRJ5IH+oSqkKCO8KNexkb7i2CbKjwAAIABJREFUr//lT1eDk7OxJbpBBOBdeGjN4uLgwGBxeHB5bc0I7FORwc+K7xX3iPrkweFHhvor4n14cHllXd+/bLg4tW5h8eDqJVW96FolfL94Z0A+sT28dlFNKPE7w6SPny2LHLwHD65eUhweXF7VPd+rTmWrxFJJP3t4MhGBMsHLxPWoQkqJNzw0/Lw1zEnfSb4H1MOB/qFKhOPZsXiEFyv7DthLyfXNz4hFlRoxsu8Hx1XYqQjn/DKhzm0Di0gViioeQO73tMqZ9jKCDzGXeRa0fOgzULfwtKh40OeFDW0Nt7Xch6EfydrhbJ+KEja6qVhBe4u+iPtw/H/7nC21dUA6CRDebplxvQWIYUxjtI0BYQGiYuJc1gXhkKps5ism64dWDLQJAG7gMmGgXhYNEdNwLfUA7G6trEIBVPDoOSoQuIx8TAWIenxYdCAPhDOp1Yn/Z8sUCAF30NpZZF4L7XDUOqadngoleKp29YzXhAcIhpYXf/f1jVRrG6igUbLGFl503PifrXwgzk2Chwf17l82XDy0ZnFlDc6snfuXDVdjYTj06LFNc4vHNs1tGyOTkVoVWWqhVQs0k18OxTk8uLxtBiUleocHl1f3xMd59iu1rGv5NcSJfzNpgkcGg9uffsfFxSPrFxQPr11UPHHDpdUgbZ4uFUT1xHhP8b1/85PFma1dxTe2z6xEzFNve11Fmk+M91QhcyD+GflWMcEb7lW9OGrtZvLfRMIfGO0tHhjtbQsJOzHeUxwfaxWnN8yv1alaufm74Hrk+jw6vKxG0HF/J8Z7aiFQHH6XvW/7+kaKE+M9tXvXe24qE54Th/99/bpZtfAzhMrt6xspvn7drOobzgSUkm4IuUwonNk2u3Zf+j1yflnYE7dXHNKm3g/2Dmh7ogYobltYNHFbmokC7RvUsLG7tbJ4cPWSWlud3at6QVTk8Lg2PV/bUhYcvHHblHnEef8PsiEPjAHRxQZ1Niz+f8fM7RYghjHNUZuGFwsI6ToeOsaDhYmKDxYq7KnIBqgz+efB6pkgUG+IHtcwLvUssMdFxUDWuOpA9/u7V9fEDhp2/IZ3QfNkQaWub+StAoU9NSyc2LvBHad2lNhg9VOhosIHHbp24tzhaRl4fZDM6rarpxzMD+udWh9ZzBxaMVCc2Ta70aLOs0hxPlw2/I91SdjyqdNWKpHY2ztaPL55Ts3i+8QNl9bW0gBZ1ToCWWJyoyQjI4R8fypucByDcPlZg+ApsWVCqeVh4YNFGY+PtaoFDDV0Sa3W7CHSaWOV5HIIE89ExaQ/82xk9YHZonTWsoz4830eHV5WPLJ+QS1/TnOgf6h4bNPcqg6y8Ta4b4wP4ndfSSLfP9oYfZdh/WZPCtbpwHH2XjFRxsbeCPbAZeMMmkTbX/7T1xTfvH5GTahr6BcLMB2ngm+/aQ0PXt9DjQr8Lui3yO8AW/izbzb7XvQ93NVTXzMEfzkEFc+Rp+ble+K2BfvQZvJvbv+4LJk44A33qu8U/6/eLPVYNwkQNl7pNbiPyYQIX0P7Re7PsGEMSDYQvWlQOgyeFiCGMX1RCRAehA4Bomt/sEdDPSO8QCELAhUvmdVF881ERhZq1cl7oYRfvSDcuKoFCKKCPTLqmbm/e3XlgkcH0Gnldu4UssZcxQjc9Nx58EBTHhDOBBznMlnWTlI7JlwX07mqqGByxqEYWXw2/wUh5TTcuTL5emT9glpnC9Gxc+mqKgRISYmKKbZkorwcWqMEBuVgoYJzQLIeXruoLdxIiSGT08x7wSSKyRSH9yih3tUzXoUssSBQ0r23d7Q4s212ZbGGZTwLScF9Pv3OVxePb55TPLh6SRUGxeSTRY2GK2kZM8KrHp7sXBUsWgcYs3Jma1fj9K5ID1KO+0MIlZJvXO/YSF/xN+97SRVqpmSWB2VnFnu9jyxsDGKBQ744f16nA0Lg1LqFbe8mi0KkUw+Rvl8sikCskRZl1eezu7WyNtsbP0f2uOG3ehb5W9rTGmubXY4FsxoEOI0Kr0x8sGdSvR8sSFT4aluBvHk6aM5X2ywWH0rgcQzXzoxCvD8zRmXpuV6aBA3fTyY42AuifSN76zltJjS0zNivs2DB06H/qzD58MztFiCGMY1RGwOCEKwvXFkOQt/dKtf92NMaS0UIL1IIAaLCgEUMCxf2augMWurR4LQcSoQ0LDLUC6HuaG5s9/WNtAkcLoPmy9fiBlvLwOnZ6pS5vnE+ptH96pI11RSK2lHBwsYWqp1LS++FXkMteDuXrmorp96LWvO5Y80I2J7WWC18RMUOd6RcFiZWPCXvwYHB2lS5TDqZgGuHqxZCTs8W0E7jA5jMHh1eVpEWkHGdmSgjpkwY1IuQkTW+JhbV47riNPv6Roonbrg0HWjO94bB60z22FuBsCVdA4MFwaEVA8V3b3xZcWZrV+X5AMHHhrEb7GVhIsnCIqs33jD1bifLPdcDE3l9rupd4RnF2LMEccBigcvJ74fWt4otFsjYd3ysVTz1ttfVBnHzGBj2hLDXSoUu9qkHiO81+za5nHx91JuG6R3oH6rCLVV4cVl0jBHaYv5O+R7xu+mbY88Qnk1GxLX+VZCqQON3gtum7JvVb5PzVuLf1M5xHfBkEvotZ3l2EiFN7aemUSHCBpHsWmwAUxGl/WUmRLifu33OltogdCw+qEJEvSIWIIYxvVEJkB0zt1chWBgDAqEAAaJjPrLf9y64uuMAdh1cro1dNsOVioOMQDeFY6Fzz0Kj4MFQgcFeCSbiWf5sWcrEjnobmhp2JdRZZ4d0KizU+8BkU63GTQKEr8mzUKkQUa/I8bFW8dCaxbUOWO9XyRFEk1otuePEdmykrzg8uLxGNLTTB2nROlZrKRNwvBdaN3taY8VDaxbXBgTvbpWen+/9u4uK7974ssYpT5kggYR+/bpZNa8REyK+B31OnL/Wn45f4FmqlDgeGeqvrdatBL1pY4LK95adr+VmMcYiJyPxGdHPRAdI9InxnhphbxLGEAYQIOqZ4vE3PIU155VZ39Virx4e5InyHugfKh5Zv6B4aM3i4mtbrqilR9n4ftUDAYKuYXJZ3TcJYX4GEFr8nh5aMdBmodf8+bpNYozLlb0nPJ2vlpPLg+87e0+4TviYGjc4/+wdaUqn3hJuhzOBwF4RrRNt+7jN4zYsyyO7Vtb+aT/Ax7g+YODivkf7DdwrG/ma+ivs+9KitdUgdB2IjgUIITZUfFiAGMb0Rs0DogIkG0Cu4kG9GpgNi70hmi4Lt1Jin+3LPBsqLLIwqKwRRUPLXoiskUXDreKBr82NdtZIq0eCr43jvA/XykKl2IrXVCY+zlZSTc+/kS9Ih5YH6bmTBLEGmcIgW7XGMTnQufq1w1QChM6TV57e11euTaEddmYd1LzQiSMUpSlUiYks/vJq41lYDROHvb3lwObvvPflleWZ71s9S1pPqGten0LLCVLzF7/4hmoGKZBMJdxKGkEI2VPBRJVFIddLE0nKyCePBclEGtfd3t7RSlzgvpT08nNR4suD8PkeMkLMz05JLr8/SrD5e1LCmc2shWl0ERLG52ZhTCqieGA4iyYVB3xf7AFAffD6I1pO1OmXFq1te84qylSEcZkguLO6aRKoKuj4O9Zvmp+Vhko1Pbfs2fKGmQBhEMlEjwobbdtwLkSd1hnPYMd5MrlXT4feO9cJjGaZ10LbEi0n0nHbzxEBmaGqyVjG/d9d8zbVvB8QHjojVjY+xALEMKYv2saAfLJrW/G5eRvT9T0gLFgYZIPSdXyIpmXrCY4d6B9q85aox0GFCPLMxEkmAvCXPR0sPlTQcDqQj05uaXgGQNizBRS1Yce1WGDs6qmPT4EHhzsLkH90THodzBaFTktJrpYD+zHuBB2hdnLcUSH0BB3tM+96VZvYUUGQWZszTwR36iD0IDv7+kaqGXW0s8w6XdTDifGeGkF8+h0XV+MAuMNnTxMIj06nenR4WRXKw3H2GorTNCOV1g8TNSZgugo2nomSXw4fwnS8fF0lrxnpBRHUNUU0hCcjkkjD5Pvw4PLiO+99eXFq3cLaeBcISpSJZ8LS8jHRVO8DyDXOx3PM7u+xTXPbxEN2/037WJQpUT8y1N/mVcDUtrr6PAs7fu4sMtSbtbu1smPdoCw8puRA/1Dx1FtfX727WOEeeWKMTUZ69T1hD55a43nj8CkVHioMtP5ZoGfH+TmoV5NFvQogLi8mXNA89dvLyD/e8UyQ8HfSJHiQlj08qOumMmhbxu9N06aeam6/1ejU5IXndjDrR7W/vGPO5uLWrmvTGbB0ny5WaAFiGNMXqQDhWbA4nAqkGmt68OxVnB6D0bN1PJpCsVRU6P9NYoQFTebFALFvEiOZpafJM4JGmUUB0mgHyHnxTFlKknVw/f3dq4tHN85LRYKmY/Ktx9Wihs6LwwuyeuGOrFMnxyQY5Io7+J1L6yut830reYCwQ35MfmHRx/9fv25Wzep9ZKg/tao2WRjZsg4rNBPrjDjgL66FfQf6h4pHN86rpv9li7KKDv7LwopFV0Z6MkKkluAsNIaJ6Z7WWHF8rFV86+2vrULLeMBxU/5KNNVir2nYGo6phZ9+x8XV1MFKbJmQZh4LtdZDiH1tyxW1aVYzAZGdn6Xje2+ynHM98XcMkcWCCCGDPGYGnocmjwe+Aaw8DnGGb0WnZuZnhfJh9jf+NiDQzmybXTzzrlfVRDSP4+D743tXYcf1xO0KrsfvggoQvWf26LHRIkvPXrET4z2pUOHfLDz4+9HB71xOPCcm31l7ovlq3WVtpZaD92eGB02r3yYf09/8fur72mnja2lfm0UR4JwvL76quHPuNW3CAuM/dBA6T8frECzDmN6orQPC0/BigDmLCx3z8cWF62sLEuJ/DcPiQesqQNRLkIV5sTfhbDNkMenXcC4VI/jNhLxTiFdmNeJrIR2s1Cxg8BdkG2k6eUi4c+C/mj4TD/gNa+HR4WWV+NjbO5qez9dA+UBE8Fs7WO0MQW7Vcp2JEPV8ZJ0sCEhGwkBKHlm/oCJU93evbltlncvHwogJF7wZGaHQvPjeQFyw+GHT+AQl9iA9mM1MCZiWXcVKRuAfXL2kRuz0HjlECeIN1noOw1LC3uT1UBLM6UBKmcRyvvj9wGhvNVYDYXw8eF2FCRPcpkHoTe8TW4c7ETzk11SHeh+oSwhZFgIH+oeKYyN9NW+D1htE6cGBwdo7xOQ/ey/0eaDO2SuhHrTMG4e64frTsSdNQg3fJtcff/NcVhZjWRn0GfF9NHkS+d5RV9kCpJy/CutMaPB3yuVSgs/vKLed2bfbZNDRtHoO7pnLhXJgTSturzUfNhhxH8j9Ca6XeffZO6J9z5cWra2m4dWFBrGPRQgEiKfhNQzjoogobrpka7GjwQPy5cVXVcIBDRELDBUXOjNWNhCdQ7bU+8EChAedN41DyQh8NoCdPRhq3dnd6rw+iOaj7mgVKCxu9N529UyubKsCgD0p2kFlXhs8DxYHvB8dFofGZJauTPQw+VYraFMZ0RGCTPG+TFSBiGDBLrUoMqnBonVNJE7DH87WuYPg8DkIVeH1Gposlyg/E2QQbpACFR6Y8SsjxyBzuB4/WyVImRjY0xorTq1bWBFXnolIr5NdF2QM4UQcNnRyVXctDcJ38F5hLQmcg5nDsBo9RAjWIDm0YqBaeBEWfw0h6kQ08byxmKGOp9C6z+pcRTOuy4Ob+RgLDxYH8Ho8tmluzSuDeuBB5ipmQKwRfsbXUe9eJjiyvOAJwbPkMqtg1bxwDV40MTMQIB2eqXq2sm+QBYjWuRJy5MNiiseX6Dvc9J1lbYAadPg8bpOxobxNBhe8d02iVtvwTIDw7HeZwQFlw2QBnI++W3yfnUSP3qeKE52wRQfnc7+hHhCIjGxaXq8DYhgGcFFEFO/vMAsWhAR7LzTcKlspPVt8ULcmUcHhVVkcKo6pl4Q9KOpNYRGSEW2IECbn7MFo8oCo9ybzoNzfvboaO8MhXCpUcOzYSF+V5thIX0r4m6xT6EjQqXAnxtY5vraKFraKoTM8PtaqrPWcN4sazPoDEsAeDo6fZhEC4oRynd4wv9bRgYBAnPHzaiKbajXE/fJ9Kxllgnt4cHnlMVIrqZIwJa1qnc/KpOVlj0ZGPJgo8bNUj5ISUnhmOBwo8xrwOdiUnDH5g8BBPvAe4dgDo73VYnlsuQYpz0g1ew24HtgTAg/J3t7RylPSRHwzso73VL1cPIaD9+P+cE3sg4A6OrysCsHKPF9K9vkZ4bnoKujHx1qppZ/fe148EgLx5Kru2jNiQc7jU/jZssjFviYxkb2XLBA4D519b09rrBL3/H2c7XlxHfK7x+8Mnie3M/zNZOIjM+7wMZyni5hyO8n3mRH9zHvdVAYQfC4vf9d6v1ke3CZn5VABw+09n99kiMPz1H7i/u7VbR4QnQkrEyCehtcwjEqAIATrk13bKgECLwUIv4ZhNY37yEQJyDzv03VDVFhkngwd+K6EPzuH92eEHx00hyZxQ43yN3k4VJiwGFAPSJZePSxNHRjvy1zkmcUu6wD5N4TB2TpM7tyzjo4JI46BbHAeKpSU1DAR4TJyepA97OOQGRADjHVggsVl5WtnhAdkEAv86X1yfkzcmYSyRTYbIN00aBVlhkclS6eipNOWEUwQaVjfIR6ffPMlbR4gFWks7Jiss3cCz4jrJ7NeM9E/vWF+5TlhIs1lxj0o2W8SG2ohhpDRtUFYROgigVzGI0P9xZNvvqR44oZLawP99/aOVhMa8LupAg+eqaffcXHlWYI3h704LARVOHF59vaO1maj08kHeGVyFngom4ox/a2iX8Vr9ixxPX7nToz31Ka2ZtGgz02/bf5eeEpp/a45LT9/FTl8nn7LmYDMRIuugcPXYIMCixy+Ho5pWt1wnaw9ZwNa1jeomNF+RD3pWf+j3hDejw2D0OH5yFZCzxYotAAxjOmNmgcEIVh3z9+QCg5M1ahiQgerny38SgehN43vyAau65Y1klnoE19PG2H+3eSZQP77+kbSRjkLZWoSGEi7q2e84/gSlIE7CS4fiy4VSOxxQFoQaRAhFRvoeLleVdQgpr3JWof3gzt2HqDa1JEiHVsbOb3GmfNfXcthb285JejJVd21zl9FmIoxJhIgThABGKfAxJDLyIQlG6y9r2+kOLmquxpArZbdjFAred7VM16baSgTgZ0EpIoGJbvwmMCyreuMqLhiQbCvb6QKtzo6vKw4NtJXEU7kzaFdbJWHaNTZpDoJxEx8qTWa65ZDk1QoIYTsm9fPqDwaEBU8gJwXeGTxwuMAMg8O0h4Z6q8ELfLmMREZGWeCykJPxQev/K7Ph8Wc1qOKr4yg8zuSTSur7z/vx7vPdZXlr2VHu8NChL1UKvKbRLoaDXR/JiqQL3uX8SxU/OC7Us9qRv61veBr4xlkxiL14vK7naVlccJtsx7Pwmq570Ffgz4TfdWunnooMzwg2TS77BXhtUAgRixADGP6opoFKxMgKiZ0MHq2T8d/4C8LDRUs7P3QkKlsJi0VKUziWThknhJuTNUVrYQYx/ja3PBqWhZFalFi4ZGFabGIyIRMZr1CR6D3z2Q+6xz5f3Sq/FvLpiEmID0qErgDBalkUqOdq3bwKgL4NxORzKKPa3A51SLaRAq4g8c1OHYfBPbRjfOKRzfOa6svrV+QLrYE8z6IGV7QMCPWPCZE75/LwJuKLRUoTeSMPQRN5J+JjxJPiD6Me+ApX5Usnou4yMqWpeNyZaFjeJb8LuxplWF2x0b6qlAxiAwu6/5lw8XpDfNrgoFJu4pHLTPSQZjx9MYcisTPMntW/P3gvTi9YX7tmbGHLfPEHR9rNYoFHruSPXPkf3BgsHhozeLaN6ZlhRhTAcjvdFNdHR9r1aYP5/Loe8TvF8SJlpnrEvnq954ZIPhb4mfCdaf3rYYc/faa2uCs3eN3uilPfUbctqmo0PZX+zo1nqEvggBRIx/n8aVFkwsR8hogmfeDFyHEPgsQw5i+qK2EjoFjd83bVHxx4fqaAGCBwTNfNXlBEGLV5AnhYywWmODz7yYPiHoV8HdPa6xRpLCLWj0ImfcDabg8yOfIUH/q6WCBAqLB1+YB9lknwF4SbvSzc9Q9rh1flgblOjq8rNapNXVM3CHCCsyChTtB/D2ztau2irkSAy6bdtQahsGd6aMb51Ud9pNvvqTgmXhgaebzldw11ZHWDSz2yBeD6x/bNLdQi2sT2c8IK/J7YLS3OL1hftsUqk2W9Ex4sNdIRZmWJRMlnE6fYUaUMuFwtq3JOqyEuOmYptG89vWN1BZiZNHLZA71t7d3tDi1bmFxclV32+ByeHB4jReudxUQ/JxVMOxurSyOjfQVj2+eU4W1Nd1LZtnP3iUWShAC/PehNYurb4HP15AnrgutTxbNLORwD/ptcZk5fC/zqmTPj71M7FlCGfCON9V3dm/83Ta9tyxGdFOxwm05k/lMGGjoXCY+eF9mxDhbWbJvMxM9unE7qm392cKt9Bh+3z5nS018dBr3weLEAsQwpjdqIVhoIHgMSCcxwd4MiAqQ66Y1QVhsaJ4qKjLRweKkaZwHyD+ERNOYEpB7jX2F+73TOBQ0/tw4c2PNDTV3NFm42MGBwbZjGgaF8mrHwmVAup1LV1Vx7jhHRQzKox1iZiHLhBHqKbOqKeFl6y1mfNE8VBQc6B8qToz3pNY9CCeQF3T6TFQweFhJVNaBayeuxEStsQhF4ZW7s86fSQQPaEWdgPDyLFGYlhYWXlwP4TZYByUjKOoJAhlsIslnEyidLLBKhjJiyWXKrqdplahquZkY87PQwe1K2DkNCzmQXYwZemC0t0ayVThm+WfvOsbUwDKv40n0nlgcIR8Nn+KB5+zZ4bpSj2OTFwEeIPVGqGBD/aIecV2dnSsjzNlgcSa9fN6xkb7i4bWLas9Uy6/3i3eLB1brO6aLU6qnKSs/j7lQ4o7y4N7U66x5cqhm07eWfXdNBhL+ztXL1ZRWxQT6C227VVRkAkQNhDjWNA1vp0HongXLMIy2ECwWIFn4Vba2h44H6RSiBTHDQoLFCwsD9VqwuGDBoRYatqqroOH/+TrsBeExKSwUVPBwR5GNDVFvCQsiFTjaSXDDj/P4mgjnURGReRSY4DWJGFhC0aFpWXBdLtPOpZMDP7NwqqZNQ2KysoPscHm0w1bSg/Af7GMPhhKrprIxgeA6Y0LKhA1E9shQf7F/2XAbEcqIBvLjMsHSe2ykrzizbXbx3RtfVg1qVs+JktdMKPH/XF6eSUpj//X+M2KqYqcpTWYlbhIdGZlXkq7iRMWupmXRoeFXEB2PbpxXGziudZutw8HXYzKI9/VA/1Dx4OoltZmg9vaOFme2zW7zVrGnCtfjNXRQrkMrBmozgfFsUio+mgQHlx33pcJZy4Vrcz5az3wu0vB3x+n42+D97FVpCi3UdyQrQ1P7oMJK02dlUhHAY9Cya+o7zpN7cH5cj3zs2EhfcWSoP23XMs8H1znuScus7XxmJNK+qqkPy6IO8BsekGwMiC5GyL89CN0wpjfShQjVA6LejExQaGhWU+iVjqfga6i3ASKjad2PJgGSiRbOhz04WYPaFNqlx5TsZ54STstkXtOpuNA0fO793atrhAnCAGVQbwZ3RLt6xtvWowAJ4E5NvR065oXvB5ZI5HdoxUBVRg2fwuB3rN2gVkmuz6zTzYi9kpJsbQK1rGdx97tbK6uQsawMSuaYPD68dlEtlEqJTEbGmeyxZfvIUH9xclV3cXysVcXFsxBpEh0ctqLihn9zXrD4w4OgzwvEmN8LtQirRyEjZE1lwrGmGcGyLcuXx0GoF4D3Y1YokHldp0OfbyaMeIM3gUUCCxLUsU7ZytfBt3J6w/zas0EZIaT29Y1U66Zo+fgeOnknUOZMQOJbxjGeLAGTE+h1+X3b3SrX9OFJDJq+107jgzhPfhbZN8tb5uFEqKMKD964vrldw7gSvnYmYNR7x2PhMmOV1g2fD1HQ1H6ouODz9DoqgLTt3tMaq/Vj2Ya2X70jKkB40cHsbzYw3QLEMKY3qoUIP0whWF+4sn0QOhocHf8BAQJvCP7qGA+MyeAwLD5XhYZ6CfQYN4h8XK0+aNCV7KsI0saWiXfWIGs5cV12TaNM6Njv715drT6diRqUNRMr7CHg8u3tHW3sOJrIL3f0bNmDiNBOK7OO7eqphyvwrFrsJckEENI/8+5Xti141lRuXum8E6FnQqWdM5MHFSIskJiMKdnh6yrpQ3p4MrAvIwYZKVRLPFvrMQj62Ehf2+rimQUf4V0griDdTYOAlYDjPUFYWFMI0f5lw9V0xc+8+5XFEzdcWuiMRZhdK5sgILOka72o2EE5ef2VjKweHBgsHt88p7aQYkZ6uV70ehmBZ3Hw4OolxaMb59U8F/zsMlGA+2TRz88Z58N7c2Sov/jG9pnF45vn1BZ/bBLZGXnHM1AxpURcxRzfD67FoYT8LnPZjwz1t+Wf1WGTIaDp3Ow458nXUKGm7RDy4DFk2TeaCfkmr0Tm3dDycjkheljUa1uj19Brc3+hbW7WH2DTMKtOno+m8KsvL76quHPuNdUgdPV0NIkS8A0LEMOYvkgXIvzcvI1tYVa66jnIPhooHucB8QESrt4QXtSwKVRLp+ZV74V6Mu5buK7Na8DWXJSFB72z10UbWORxoH+o1pBnwigj6SpedvVMroB+cGCw6gAy7w13Ik3HVIhkHhv8n3VKfC6styAXTMqb8sD/GjIBUcKdpJ7HceUgyWq10/tqIibaWWOsBK6B+2oqM48dUXKRWb/1upmVnK3GSpKVNGT5g/xhemEtL8aNfP26WcXhweXF8bFW8c3rZ1SLJ/I9guSdXNVdiRfM/gRRc3R4WTqGQoVck0DAs4TYyQhwJ9HGx1EmTHmbkXjsZ1GB3xg8fmjFQHFkqL8a16GkL/MUKPHkc1isHOgfKk6u6i6xq0QDAAAai0lEQVQe3TivIq9KzrGpYFWhwGXY1zeSrqiORQ8xg9qxkb6al4GnAUYd8hTIKiD53dVnemK8p/YuKBFvIvsqJjhv/bu7tbI2nqPJI6O/d7cmF/1s+v75HL5/tAH8THAe2oBMnGRhZ9wO872yWOBrqEEja0/4XdB70fvjNBAw2n7yb27D1XOPvupLi9bWfmcGN+zD/eA3T8PLXo5O0/J6ELphGLWFCHkMyBcXrq+Eh4ZWZbNgIf29C66uhVWp8GgaJ6L/f3nxVcWe1lgqOJoGp6t4aDqm+aDxZbKfzVKl11QPDntDsnAy7qDg/s5ECDoODeVSYq5W/azTgfgBMeWOiPPkzo6n0tROTcUOCA9bc9WaqJbHJvKlFkMVIzjOpE8thbtbK4szW7vaFvDi+wdZBmFXoon/QWjVmqvPga8NAs1i4ujwsuLIUH+NCDOhyDwiyO9A/1DxyPoFtVm+mAxDkDy0ZnHx+OY51cxNIOQ8VWm2uB68HDy7k5IuTgvSi2NMOjWkickpE8KDA4PVNLL8LNnTg2fD9YHnCA8TFrfD/XMZVexkooO3Ly+enOSBnz/KhHrFM+SyKoHWd1LFhxJ11CnXPYde8Xulix8+tmlubbIJFUJaNhY/EHn87mYiVMV/k3jWa+h3j7Kxx66T2FMBoOmU9EOsNT0DlIXFCBupMo8Drocxfnx8V085zgxjNzgPGOi0DdJ74baD61INONn7peXh62t/oW2otl/aHzSFNquB66tL6rNgqfcDvAIb0nkQumEYtWl4dQwIRIUKkGztj/sWriu+cGX9vGyldJ4VS8eXqDBp8n6w9wKNJadnUaCiQtOy5wNpdy5dVXk2OB8O98qEEKxjmWDhvFUEZOFTu1uTM3HhHrnD2NUzuWAg0u9uraxdgzsXviYfBwHha+/qGa86crYaZt4W5AeCtHPpquL4WKstnprLyZ0ok3GQLfV4qOjauXRV5QVQayOLLd4yYqqzTal4Ust7JkKUBHHdMUGAIMDUr3w/mrcSVhYOqGcdE8JkGBtmYMKMYodWDFTihOtCRQdvTOC1PByqA7HEiw1itiQWAOq10H1MmtX7AYJ5at3C4szWrspar14IfWZKyjMLNL4bFh8Pr11UPPnmS4pDKwaKb739tTVP2a6euodKCWKTsOSy7WmN1RY+5HIiNBHp9vWNtNU7P2sVfBiozsKey4O1WlDPBwcGq3dKRQQ/exbOGraWCUb9Llk8oYw8eYQaJfTdU3HAZUD7w8f1G9VyIk8YU7Ts6uXg735Xz3gthFTbWuSl5ee2mZ9L1l5q+6X7mzzUGkqs95SJCjVcNYkP7i++tGhtbRB6tho6Cw/dLEAMY/qibSX0j8x6Y3Fr17XFbVdsKe6at6m4c+41xR1zNtf+17+3z9lS3Dn3mtr2uXkbq+M4H/uQF+fD52HDOXfP31B84coNtb/4H16Xexdc3fabBRRv6rVhcQQBg3zYK6Nip2mxRXZra0jZ2QbUI52KDBVOvA/CJ9v4OurFUIsZOmHsR1gCj6/JOiwur1pEkR86z0xsZeRbO1TtIEFo9i8brki9kiRcl4UAyA4I18lV3dX0tuwl2d1a2bamglrQO1kW+d6ZkOC6CKPRkJImSyyesZJkDsnhazJ5AsGEQMCA+ZOruov9y4aLB0Z7qzVOeGwJCw4lwDxeoclqrkRciTPu/8R4TzXIGbOJwWPEixqyqFJrPR9n8aZCQ8WiElaIUJTt+FirbbFA9aboffNvFglMZnFfCIVDfbDYvL97dS3Eiu+Vr6GD7DnELiPVKnBZvPJYFuSp96jkna/B33MmvLAhLAz1vbu1sjIo4LpPv/PV1fehRoBdPZNj1pqeMe9nLwIEWPa9NBkVeD/+z0SJfnvcHiCcV8umm3ov9D5UTGRl0I3rKWuHWXjo8UywsHGNBUincR+6GKE9IIZx4eOXIuJ0RPxNROyNiAU/wLltHhAMDvvYrOtqomQHrV7atKFRQT7ZrBeaV9P0fZ/s2lbFlWKGDU7HFhf8Rnr+n/P5+Ozrilu7rq3NW85peB/nc2vXtdW5nPbWrmuLW7uuLT51+dZqu+2KLcUdczZXrunbrpjcPnX51jbhxaJMRReEFP6/b+G6mtDScTfqldEwOfxlqygLmrOFsR0Z6q+JpPu7V1dlyKxlu3rGiwdGe6tOEJZ/9r4cHBhs8wyBhHFHzV4DDknDNTCuhom+WgRxHNOiYlAuyI+SnIMDg8WpdQurcC71+nT6reFtTJK57AjtQbgXhIYSnoyUsHWUCQqHSXEYkZIqDvc50D9UnN4wvzg+1iqODPVXnowT4z3FU299fTUI+tCKgeLkqu7i8c1ziqffcXFtfQi21EPs8PSxD4z2Fg+vXVQR+8c3zymOj7WKv/39F1azJ2VCQokse1140UAQ2iaBwfvUe3Cgf6gas5N5U7IFCDPrOhP8QysGim9eP6M2vgrl10HkKqjUS4W/nTxVELYnxnvavBGZyMez4vcTMz9lghvXz6ak5fdPSTO/p+zR6CRaNZxO61ivkYmsTBDg+9fyqmeHBYZejwVIRvbRFmhdcxk5v+w6Kn4y4aKGGU6bhWCpMGpqszLhwfncu+DqmjHttiu2pOt+NC0+yAPRLUAM48LFxoj4fkRsj4gZEXFzRPxlRLz8HM+vZsHaQaIBIuHDM7cXOyY2FhC3zLi+lobT3TLj+kq4sKDhtCpcuNHi/Hhfp/nF1cWr+X6ya1uaR2aZyfLm+8h+Z3lkYuljs64rbplxfZsb+uOzy7ploQQRpoLqY7PqQggCCGLo1q5rK4HD+1kg3bvg6uKOOZuL267YUtw+Z0u1/655myoBxZ4r9VJhu3v+htoxPgdCCoIJXqsvLlxf/YaoYm/WF67cUHmvILgwroi9VdjPggsWUaSDQPrcvI21fHnAJQQV8ry/e3Vxat3C2sQL9y1cVxzoH2rztqH8WblQdhaBKigy7xT/n405ahrfpKJn59JyLM/xsVZbmIiScSZCGrqEPJ644dLigdHeyuP02Ka51UBnJswQj4cHl1ezT4GA8dgU/EW4EYcyZeFX8HxALPJ19d7Y46X3yoLi8ODyKt9T6xZW5VLCj5DCjJSyV4NJJYgs58kWfpzHxyGMeNFB9R5w3vrc+HrZ88T+vb2j1bNkAq8hZkqQ9/WNFCfGe2oTDXB9ZEIP52mZs/Sol06eJSbRKHNG3lUIcDlZjDeJeS2T5pGJCRUEmYFAy6QiJit7k6jKhJi2A03CKAurUvEBkaF56gQxPAhd+zvtC/W3BYhhXLjYGxG/R7+fHxFfi4h/cY7n10KwVCTo/xAXKjiwn4UJ9uH/D1NazqfTtUDy+W8mXHR1VU3D+/k3i4imPLRcKrxUsOl+/h/3lOXNm+aFsTm6r0kkZRtboZq8ShqzqyKuSWShbHoNpFNhxdfiY9mG45+6fGubRwx/IcgguNS7xZ0iBNltV2ypebbwfybq+LqfunxrW/k63QN7zNhrlnnW+C/KAC8a3x8fVw8c9kFIQgyyOIRgvL97deWF+9KitcXd8zdUXjgWhdnYLBAQiEYVjjrOKhu/xdbVry5ZU3nmdvWMV+NzdLyMjgdDXlloiFqCIcpOjPcUD69dVJzZNrvmaVErM4sLtcAzmcQ1dNwTiwBdZI4t+yDd2TgYJfNMZtVTwESUy6KihAeza/5s2VfyyyJQRVgTEecy8rmZp4dD3SBYWZRnYkE9NJiWXC39Wi8ZSecpuDkcMxOz/Iy5bHt7R2vn6LvD10bZdbZGeDOy+9b61t+Zp7RTeFWn0F32dqvhg8dV3nbFlnTsx9n6FXtADOPCxQsj4v9ExBrZvyMi7jjHPGrrgLCw0PArkOJbZlxf/OFlbyr+8LI31YTHjpnba/uQF9JzHip2MjKN63MD1kTYlehnQiUTHbi3JsGh+SEfFU2ZiOJ75d+cRyZG+Hz1PGXpuZFnzxPf19k6h6Y6RZ4afteUnicy4HQq9Ph5dvJIcdnxf9NzVm9SJ48W55/9z/fLC2xl71TmRcvyzI7xM+P7y8SaCj9Og3ObxKZuWR5Z/hBWLHg+2bWtuH3OlpqnrSk0UfdDIGXhi7d2XVvlC+EF7xyLMw2nbBJvKtQgyDi8EeGPuBZEGsa0sSdQj6nHD0JOxduXF19VC5sEceMQShBZFndHh5fVBBe23a2VNaK4f9lwm2dMSSaI6P5lw8Xjm+e0EeLMcq9EGSSZrfJN1nMWABhLBe8kiyUWDZmHCCFAHD6pgoCJ/KEVA20kHYJCQ5Qy74CKDPVkZCKi6Xz1WGTX4+Mc8pQ9k0yEZPXPx/T6KjBYkKhQ4Xdu59J2byynyRYi1I3bI24XLUAM48LEK6P8SBfL/t+K0jOS4UVRftTYfi4iiv/8+g3F+y/dUrz/0i3FzfT35ss2V/tvumRruW9iw++bLtnadu5Nl2ytNuz7/TdcW9xMfzUfXK/2/8T1a2WaOPYHl11T/X/TJVvL3xPnV/9jm9iH/e/na3G65Ppc1qyOateiOrs5uYae//7sXifuR8/Pns3Nl20uPjjjmlr5tEycXp8h1xlfh+u27dlM5NuWhuqwOsbPauJvW33pM5CyVPfFz1butbavw/X1Wh+ccU29jiby4zrQ8tbuW+tB70OOf3BGWVZcl8uvG85FWt3fVpeyH/fwwRl0PbpvnMvHsZ/P+6OZm6r/sZ/3/dHMTbVNz9dzNV+cl+3bMXNjLb+mcp3tGrztmLmx2j40a0Ot7Diencf5oUxZufF3x8yN6f0hf77HD83aUHxk9oZaubCvqYwfmjWZHvnwhnORz0dmbyg+3nV18dGuyd/YOA3yxe+Pdm0o7lk0Unzi8vXFR7vK35+4fH0trw/NKvdj3ycuX1984vL1xR9fsa74zLzVxZ+NLijuunJlcfu8NcVdV64sPj33quLWK9YWn5pzVfGpOeX/2PTYp+ZcVXx67lXF7fPWFJ+ee1W13T5vTXHPopFiV39v8Zl5q4u7rlxZfHb+eHHnvFXFnfNWFZ+dP17cu3i4uGfRSHUMf3m768qVxecXjBX3LRks7rpyZbXx8bsXjlZ/P79grPj8grHqPKTHsXsWjVT/c/q7F47W0vA+5MFpkYbT3rNopLh38XDb8fu6V9Suh79Iy+Xj6/D1+L540/13LxwtPjt/vNr/2fnjxUdmb6i9n/rN6v/cbpViQ7fnWYAYxnMcfxcBcuPEOd68efPmzZs3b8/V7efCMIznJP4uIVipB2Ti70XTfHNduC5cF64L14XrwnXxw6+Ln4uI54VhGM9Z7I2I36Xfz4+Ix+MHHIQ+8Xe6w3UxCdfFJFwXk3BdTMJ1MQnXxSRcF5NwXRjGFMbGKNf/uC4iLouID0Q5De/PnOP5biAm4bqYhOtiEq6LSbguJuG6mITrYhKui0m4LgxjiuPtEfHnUa4HsjciFv4A57qBmITrYhKui0m4LibhupiE62ISrotJuC4m4bowDKMRL4pyYPqLfsjleC7AdTEJ18UkXBeTcF1MwnUxCdfFJFwXk3BdGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGGfHL0XE6SjXEtkbEQt+qKU5/3hPROyLiG9HxBMR8ZmIuETSfCXKqQJ5e7+keXVEfC4ivjuRz3+IiB99tgr9LOHGaL/P/0XHXxwRvx8RT0XEdyLi09G+nsxUqIeI8p3XuiiivP+Iqf1OtCLisxFxJsr7WiPHnxcRvx4RX4+I70XEn0TE6yXNyyLioxHxTEQ8HREfjIiXSJquiPjvUbYtj0XEr563Ozh/6FQXL4iI34yI/xkRfz2R5kMR8UrJ43S0vyu6EOyFXhcREbdE+31+QdJMh/ciIm87ioh4N6U5nRy/EN+Lc+lDz1ff0RcRfxblkgIPRcQbz88tGIbxXMPGKD/07RExIyJujnIRw5f/MAt1nvGFKBuxmRFxeZQN4J9HxE9Qmq9Eee+voI3nLf+RKEnIFyPiiogYiYgnI+I3ntWSn3/cGBFHo36fP0XHb4qIRyOiPyLmRcTuiNhFx6dKPURE/HTU62EgSoLQN3H8KzF134mRiPi3EXFV5OTq16Ikj6ujJEh3RMSpKEkGcHdEHIpyzaGlEfFgRHyMjl8UEd+IiI9E+e1tipJ4vOX83srfG53q4qVRPt8NURKuRVEaafZLHqcj4l9F/V3h9mUq1EVEKUDujvp9/kNJMx3ei4h6Hbwiyj70/0XEaynN6Zga78W59KHno+94TZRC/z9Fuajy2yPi/0TE0Hm+H8MwngPYGxG/R7+fHxFfi3YrzVTCT0fZobRo31ci4nc6nDMSEf836hadt0bEX0XEC89z+Z5N3BglOcjw0oj424hYT/sujbKuFk38nir1kOF3orS4PW/i91dierwTSq6eF6Xn412076VRWmg3Tfy+bOK8+ZRmOEoCBu/AP4mIb0W9Lt4XdY/bcw0Z0VRcOZHu1bTvdES8s8M5U6UubonS+t2E6fxefCYi7pN9p2PqvRcR7X3o+eo7fjNKAxnjE9HuZTMM4wLHC6O0LmjDuiNKi+dUxT+OsmGcRfu+EqU15i+ibAD/fUT8OB3/9Wgn7q+ZyGfOs1XQZwE3xmQoyakoQyVApPqjvJ+flHP+PCJ+eeL/qVIPihdG+ezfS/u+EtPjnVBy9dqJfVdIuq9GxH+Z+P/6KD2ljB+Nsj25auL3h6KdrC6byFut5s8VnAvRHIiSULM37HSUluynIuJglGE4HFoyVerilig9Y09ExIkord7/iI5P1/fiZyLif0fEZtl/OqbeexHR3oeer77j/mg3+myPUqQYhjGF8MooP/7Fsv+3ovSMTEU8PyLuioidsv8tUbp5Z0fEloh4PCJuo+M3R8Q9cs6PR1l/I89KSZ8djETE1VGG1QxFxJ9G2Un8gyg7z+8n5/yPKC1TEVOnHhQboiRJHNs/Xd4JJVdLJvb9rKT744j45MT/742SgCqeiNKqGxFxb0R8QI7PmMj7sr9HeZ9NnI1ovjgiDkQp3Bm/EmXoXleUVt2/jIjfpuNTpS42RcSqKL+JNRHxQJTtw49MHJ+u78WvRunJeLHsn4rvRdaHnq++42SU400YoxNpfuzvXmTDMJ5rmI4C5KYorVKvOks6WHReN/F7qpBNxU9GaV16U0xvAXJPlANOO2GqvhMWIJPoRDRfEBF3RjlA9qKGNMD1UVrEXzTxe6rVBQBv2fKJ39PxvYgoQ6Z+9xzymQrvRdaHWoAYhvEDYbqFYP1elLOMvOYc0v5ElI0eBr9NlXCbDPuiDC+ariFYF0cZm7z6LOmm6jvhEKxJNBHNF0TE7RFxOOohR02YOZEXZgqaSnWheDIifnHi/+n2XkRE9Ewcv/wc8rnQ34umPtQhWIZh/MDYG3XLzfOjDDWZSoPQnxdlw/m1aJ9KtAndUTaMXRO/MYCOZwd7S5QN44viwsVLogwd+GcxOZBwHR2/JPKBhFOpHm6MctD12abPnarvRNMg9H9O+y6KfBD6PEozGPlg4xdQmt+I5/YA24xoQnwcjXLw7blgS5TvBkjkVKkLxauifOarJn5Pp/cCuCXaZ0VrwoX6XpytDz1ffQemvGZ8LDwI3TCmJDZGSSyui7Lz+ECUFiydv/tCxn+NcuBkb9SnQ4RL93VRTpU4LyJ+IcrO9OEoLb4AphC8J0pL11CUYQUXwpSrjP8YZT38QpShNl+M0oIJYnVTlFarZVHWx59ObMBUqQfg+VHe7/tk/1R/J14SpYfjiihJwi9P/I8JCX4tynYA8f6fiXwa3j+Lct2g7ijDJ3i61ZdGOQD3Q1FafjdGOQHCc22K0U518YIovcGPRfmMuf3AzD2Lo5zp6PIovUdbonwPdtA1pkJdvCTKdRsWRflNLI9yPMzJqAvu6fBeABdFWfa3JudPpffibH1oxPnpOzAN729FOYvW28LT8BrGlMbbo2w4vh+lR2ThD7c45x1NC0a9ceL4z0dJLJ+KUow9GGUDqHHeF0fE56Ocp/3JKMn8hbDoHOMTUc6A9f0oPV2fiMkxDRGTi0l9K8qO4LYoOxrGVKgHYDDKd+ENsn+qvxN9kX8Tt0wcx0KE34jy/v8k2uvoZVESy29HacX8w+i84NzjUQqb5xr6orkufqHhWBGT68XMjYg9URK070U5MPs90e4Fu9Dr4seiJI9PRGntPh1lXL8aq6bDewG8Jcpv/6XJ+VPpvThbHxpx/vqOvihnDPt+lEafN4ZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIZhGIYREfH/AbLdoeK+FQP0AAAAAElFTkSuQmCC\" width=\"800\">"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x7fc7cf1dbf60>"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fig, ax = subplots(2,figsize=(8,8))\n",
    "jupyter.display(raw, label=\"Raw Image\", ax=ax[0])\n",
    "jupyter.display(cor, label=\"Corrected image\", ax=ax[1])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Example of Pixel-detectors: \n",
    "\n",
    "#### XPad Flat detector\n",
    "\n",
    "There is a striking example in the cover image of this article: http://scripts.iucr.org/cgi-bin/paper?S1600576715004306 where a detector made of multiple modules is *eating up* some rings. \n",
    "The first example will be about the regeneration of an \"eyes friendly\" version of this image."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Detector Xpad S540 flat\t PixelSize= 1.300e-04, 1.300e-04 m\n",
      "Shape as input and output: (960, 560) (1153, 578)\n",
      "Conservation of the total intensity: 11120798.0 11120798.054856228\n"
     ]
    },
    {
     "data": {
      "application/javascript": [
       "/* Put everything inside the global mpl namespace */\n",
       "window.mpl = {};\n",
       "\n",
       "\n",
       "mpl.get_websocket_type = function() {\n",
       "    if (typeof(WebSocket) !== 'undefined') {\n",
       "        return WebSocket;\n",
       "    } else if (typeof(MozWebSocket) !== 'undefined') {\n",
       "        return MozWebSocket;\n",
       "    } else {\n",
       "        alert('Your browser does not have WebSocket support.' +\n",
       "              'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
       "              'Firefox 4 and 5 are also supported but you ' +\n",
       "              'have to enable WebSockets in about:config.');\n",
       "    };\n",
       "}\n",
       "\n",
       "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n",
       "    this.id = figure_id;\n",
       "\n",
       "    this.ws = websocket;\n",
       "\n",
       "    this.supports_binary = (this.ws.binaryType != undefined);\n",
       "\n",
       "    if (!this.supports_binary) {\n",
       "        var warnings = document.getElementById(\"mpl-warnings\");\n",
       "        if (warnings) {\n",
       "            warnings.style.display = 'block';\n",
       "            warnings.textContent = (\n",
       "                \"This browser does not support binary websocket messages. \" +\n",
       "                    \"Performance may be slow.\");\n",
       "        }\n",
       "    }\n",
       "\n",
       "    this.imageObj = new Image();\n",
       "\n",
       "    this.context = undefined;\n",
       "    this.message = undefined;\n",
       "    this.canvas = undefined;\n",
       "    this.rubberband_canvas = undefined;\n",
       "    this.rubberband_context = undefined;\n",
       "    this.format_dropdown = undefined;\n",
       "\n",
       "    this.image_mode = 'full';\n",
       "\n",
       "    this.root = $('<div/>');\n",
       "    this._root_extra_style(this.root)\n",
       "    this.root.attr('style', 'display: inline-block');\n",
       "\n",
       "    $(parent_element).append(this.root);\n",
       "\n",
       "    this._init_header(this);\n",
       "    this._init_canvas(this);\n",
       "    this._init_toolbar(this);\n",
       "\n",
       "    var fig = this;\n",
       "\n",
       "    this.waiting = false;\n",
       "\n",
       "    this.ws.onopen =  function () {\n",
       "            fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n",
       "            fig.send_message(\"send_image_mode\", {});\n",
       "            if (mpl.ratio != 1) {\n",
       "                fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
       "            }\n",
       "            fig.send_message(\"refresh\", {});\n",
       "        }\n",
       "\n",
       "    this.imageObj.onload = function() {\n",
       "            if (fig.image_mode == 'full') {\n",
       "                // Full images could contain transparency (where diff images\n",
       "                // almost always do), so we need to clear the canvas so that\n",
       "                // there is no ghosting.\n",
       "                fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
       "            }\n",
       "            fig.context.drawImage(fig.imageObj, 0, 0);\n",
       "        };\n",
       "\n",
       "    this.imageObj.onunload = function() {\n",
       "        fig.ws.close();\n",
       "    }\n",
       "\n",
       "    this.ws.onmessage = this._make_on_message_function(this);\n",
       "\n",
       "    this.ondownload = ondownload;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_header = function() {\n",
       "    var titlebar = $(\n",
       "        '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
       "        'ui-helper-clearfix\"/>');\n",
       "    var titletext = $(\n",
       "        '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
       "        'text-align: center; padding: 3px;\"/>');\n",
       "    titlebar.append(titletext)\n",
       "    this.root.append(titlebar);\n",
       "    this.header = titletext[0];\n",
       "}\n",
       "\n",
       "\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_canvas = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var canvas_div = $('<div/>');\n",
       "\n",
       "    canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
       "\n",
       "    function canvas_keyboard_event(event) {\n",
       "        return fig.key_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    canvas_div.keydown('key_press', canvas_keyboard_event);\n",
       "    canvas_div.keyup('key_release', canvas_keyboard_event);\n",
       "    this.canvas_div = canvas_div\n",
       "    this._canvas_extra_style(canvas_div)\n",
       "    this.root.append(canvas_div);\n",
       "\n",
       "    var canvas = $('<canvas/>');\n",
       "    canvas.addClass('mpl-canvas');\n",
       "    canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
       "\n",
       "    this.canvas = canvas[0];\n",
       "    this.context = canvas[0].getContext(\"2d\");\n",
       "\n",
       "    var backingStore = this.context.backingStorePixelRatio ||\n",
       "\tthis.context.webkitBackingStorePixelRatio ||\n",
       "\tthis.context.mozBackingStorePixelRatio ||\n",
       "\tthis.context.msBackingStorePixelRatio ||\n",
       "\tthis.context.oBackingStorePixelRatio ||\n",
       "\tthis.context.backingStorePixelRatio || 1;\n",
       "\n",
       "    mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
       "\n",
       "    var rubberband = $('<canvas/>');\n",
       "    rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
       "\n",
       "    var pass_mouse_events = true;\n",
       "\n",
       "    canvas_div.resizable({\n",
       "        start: function(event, ui) {\n",
       "            pass_mouse_events = false;\n",
       "        },\n",
       "        resize: function(event, ui) {\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "        stop: function(event, ui) {\n",
       "            pass_mouse_events = true;\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "    });\n",
       "\n",
       "    function mouse_event_fn(event) {\n",
       "        if (pass_mouse_events)\n",
       "            return fig.mouse_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    rubberband.mousedown('button_press', mouse_event_fn);\n",
       "    rubberband.mouseup('button_release', mouse_event_fn);\n",
       "    // Throttle sequential mouse events to 1 every 20ms.\n",
       "    rubberband.mousemove('motion_notify', mouse_event_fn);\n",
       "\n",
       "    rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
       "    rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
       "\n",
       "    canvas_div.on(\"wheel\", function (event) {\n",
       "        event = event.originalEvent;\n",
       "        event['data'] = 'scroll'\n",
       "        if (event.deltaY < 0) {\n",
       "            event.step = 1;\n",
       "        } else {\n",
       "            event.step = -1;\n",
       "        }\n",
       "        mouse_event_fn(event);\n",
       "    });\n",
       "\n",
       "    canvas_div.append(canvas);\n",
       "    canvas_div.append(rubberband);\n",
       "\n",
       "    this.rubberband = rubberband;\n",
       "    this.rubberband_canvas = rubberband[0];\n",
       "    this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
       "    this.rubberband_context.strokeStyle = \"#000000\";\n",
       "\n",
       "    this._resize_canvas = function(width, height) {\n",
       "        // Keep the size of the canvas, canvas container, and rubber band\n",
       "        // canvas in synch.\n",
       "        canvas_div.css('width', width)\n",
       "        canvas_div.css('height', height)\n",
       "\n",
       "        canvas.attr('width', width * mpl.ratio);\n",
       "        canvas.attr('height', height * mpl.ratio);\n",
       "        canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n",
       "\n",
       "        rubberband.attr('width', width);\n",
       "        rubberband.attr('height', height);\n",
       "    }\n",
       "\n",
       "    // Set the figure to an initial 600x600px, this will subsequently be updated\n",
       "    // upon first draw.\n",
       "    this._resize_canvas(600, 600);\n",
       "\n",
       "    // Disable right mouse context menu.\n",
       "    $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
       "        return false;\n",
       "    });\n",
       "\n",
       "    function set_focus () {\n",
       "        canvas.focus();\n",
       "        canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    window.setTimeout(set_focus, 100);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_toolbar = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var nav_element = $('<div/>')\n",
       "    nav_element.attr('style', 'width: 100%');\n",
       "    this.root.append(nav_element);\n",
       "\n",
       "    // Define a callback function for later on.\n",
       "    function toolbar_event(event) {\n",
       "        return fig.toolbar_button_onclick(event['data']);\n",
       "    }\n",
       "    function toolbar_mouse_event(event) {\n",
       "        return fig.toolbar_button_onmouseover(event['data']);\n",
       "    }\n",
       "\n",
       "    for(var toolbar_ind in mpl.toolbar_items) {\n",
       "        var name = mpl.toolbar_items[toolbar_ind][0];\n",
       "        var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
       "        var image = mpl.toolbar_items[toolbar_ind][2];\n",
       "        var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
       "\n",
       "        if (!name) {\n",
       "            // put a spacer in here.\n",
       "            continue;\n",
       "        }\n",
       "        var button = $('<button/>');\n",
       "        button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
       "                        'ui-button-icon-only');\n",
       "        button.attr('role', 'button');\n",
       "        button.attr('aria-disabled', 'false');\n",
       "        button.click(method_name, toolbar_event);\n",
       "        button.mouseover(tooltip, toolbar_mouse_event);\n",
       "\n",
       "        var icon_img = $('<span/>');\n",
       "        icon_img.addClass('ui-button-icon-primary ui-icon');\n",
       "        icon_img.addClass(image);\n",
       "        icon_img.addClass('ui-corner-all');\n",
       "\n",
       "        var tooltip_span = $('<span/>');\n",
       "        tooltip_span.addClass('ui-button-text');\n",
       "        tooltip_span.html(tooltip);\n",
       "\n",
       "        button.append(icon_img);\n",
       "        button.append(tooltip_span);\n",
       "\n",
       "        nav_element.append(button);\n",
       "    }\n",
       "\n",
       "    var fmt_picker_span = $('<span/>');\n",
       "\n",
       "    var fmt_picker = $('<select/>');\n",
       "    fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
       "    fmt_picker_span.append(fmt_picker);\n",
       "    nav_element.append(fmt_picker_span);\n",
       "    this.format_dropdown = fmt_picker[0];\n",
       "\n",
       "    for (var ind in mpl.extensions) {\n",
       "        var fmt = mpl.extensions[ind];\n",
       "        var option = $(\n",
       "            '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
       "        fmt_picker.append(option)\n",
       "    }\n",
       "\n",
       "    // Add hover states to the ui-buttons\n",
       "    $( \".ui-button\" ).hover(\n",
       "        function() { $(this).addClass(\"ui-state-hover\");},\n",
       "        function() { $(this).removeClass(\"ui-state-hover\");}\n",
       "    );\n",
       "\n",
       "    var status_bar = $('<span class=\"mpl-message\"/>');\n",
       "    nav_element.append(status_bar);\n",
       "    this.message = status_bar[0];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
       "    // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
       "    // which will in turn request a refresh of the image.\n",
       "    this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.send_message = function(type, properties) {\n",
       "    properties['type'] = type;\n",
       "    properties['figure_id'] = this.id;\n",
       "    this.ws.send(JSON.stringify(properties));\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.send_draw_message = function() {\n",
       "    if (!this.waiting) {\n",
       "        this.waiting = true;\n",
       "        this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
       "    }\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
       "    var format_dropdown = fig.format_dropdown;\n",
       "    var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
       "    fig.ondownload(fig, format);\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
       "    var size = msg['size'];\n",
       "    if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
       "        fig._resize_canvas(size[0], size[1]);\n",
       "        fig.send_message(\"refresh\", {});\n",
       "    };\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
       "    var x0 = msg['x0'] / mpl.ratio;\n",
       "    var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
       "    var x1 = msg['x1'] / mpl.ratio;\n",
       "    var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
       "    x0 = Math.floor(x0) + 0.5;\n",
       "    y0 = Math.floor(y0) + 0.5;\n",
       "    x1 = Math.floor(x1) + 0.5;\n",
       "    y1 = Math.floor(y1) + 0.5;\n",
       "    var min_x = Math.min(x0, x1);\n",
       "    var min_y = Math.min(y0, y1);\n",
       "    var width = Math.abs(x1 - x0);\n",
       "    var height = Math.abs(y1 - y0);\n",
       "\n",
       "    fig.rubberband_context.clearRect(\n",
       "        0, 0, fig.canvas.width, fig.canvas.height);\n",
       "\n",
       "    fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
       "    // Updates the figure title.\n",
       "    fig.header.textContent = msg['label'];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
       "    var cursor = msg['cursor'];\n",
       "    switch(cursor)\n",
       "    {\n",
       "    case 0:\n",
       "        cursor = 'pointer';\n",
       "        break;\n",
       "    case 1:\n",
       "        cursor = 'default';\n",
       "        break;\n",
       "    case 2:\n",
       "        cursor = 'crosshair';\n",
       "        break;\n",
       "    case 3:\n",
       "        cursor = 'move';\n",
       "        break;\n",
       "    }\n",
       "    fig.rubberband_canvas.style.cursor = cursor;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_message = function(fig, msg) {\n",
       "    fig.message.textContent = msg['message'];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_draw = function(fig, msg) {\n",
       "    // Request the server to send over a new figure.\n",
       "    fig.send_draw_message();\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n",
       "    fig.image_mode = msg['mode'];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.updated_canvas_event = function() {\n",
       "    // Called whenever the canvas gets updated.\n",
       "    this.send_message(\"ack\", {});\n",
       "}\n",
       "\n",
       "// A function to construct a web socket function for onmessage handling.\n",
       "// Called in the figure constructor.\n",
       "mpl.figure.prototype._make_on_message_function = function(fig) {\n",
       "    return function socket_on_message(evt) {\n",
       "        if (evt.data instanceof Blob) {\n",
       "            /* FIXME: We get \"Resource interpreted as Image but\n",
       "             * transferred with MIME type text/plain:\" errors on\n",
       "             * Chrome.  But how to set the MIME type?  It doesn't seem\n",
       "             * to be part of the websocket stream */\n",
       "            evt.data.type = \"image/png\";\n",
       "\n",
       "            /* Free the memory for the previous frames */\n",
       "            if (fig.imageObj.src) {\n",
       "                (window.URL || window.webkitURL).revokeObjectURL(\n",
       "                    fig.imageObj.src);\n",
       "            }\n",
       "\n",
       "            fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
       "                evt.data);\n",
       "            fig.updated_canvas_event();\n",
       "            fig.waiting = false;\n",
       "            return;\n",
       "        }\n",
       "        else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n",
       "            fig.imageObj.src = evt.data;\n",
       "            fig.updated_canvas_event();\n",
       "            fig.waiting = false;\n",
       "            return;\n",
       "        }\n",
       "\n",
       "        var msg = JSON.parse(evt.data);\n",
       "        var msg_type = msg['type'];\n",
       "\n",
       "        // Call the  \"handle_{type}\" callback, which takes\n",
       "        // the figure and JSON message as its only arguments.\n",
       "        try {\n",
       "            var callback = fig[\"handle_\" + msg_type];\n",
       "        } catch (e) {\n",
       "            console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n",
       "            return;\n",
       "        }\n",
       "\n",
       "        if (callback) {\n",
       "            try {\n",
       "                // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
       "                callback(fig, msg);\n",
       "            } catch (e) {\n",
       "                console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n",
       "            }\n",
       "        }\n",
       "    };\n",
       "}\n",
       "\n",
       "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
       "mpl.findpos = function(e) {\n",
       "    //this section is from http://www.quirksmode.org/js/events_properties.html\n",
       "    var targ;\n",
       "    if (!e)\n",
       "        e = window.event;\n",
       "    if (e.target)\n",
       "        targ = e.target;\n",
       "    else if (e.srcElement)\n",
       "        targ = e.srcElement;\n",
       "    if (targ.nodeType == 3) // defeat Safari bug\n",
       "        targ = targ.parentNode;\n",
       "\n",
       "    // jQuery normalizes the pageX and pageY\n",
       "    // pageX,Y are the mouse positions relative to the document\n",
       "    // offset() returns the position of the element relative to the document\n",
       "    var x = e.pageX - $(targ).offset().left;\n",
       "    var y = e.pageY - $(targ).offset().top;\n",
       "\n",
       "    return {\"x\": x, \"y\": y};\n",
       "};\n",
       "\n",
       "/*\n",
       " * return a copy of an object with only non-object keys\n",
       " * we need this to avoid circular references\n",
       " * http://stackoverflow.com/a/24161582/3208463\n",
       " */\n",
       "function simpleKeys (original) {\n",
       "  return Object.keys(original).reduce(function (obj, key) {\n",
       "    if (typeof original[key] !== 'object')\n",
       "        obj[key] = original[key]\n",
       "    return obj;\n",
       "  }, {});\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.mouse_event = function(event, name) {\n",
       "    var canvas_pos = mpl.findpos(event)\n",
       "\n",
       "    if (name === 'button_press')\n",
       "    {\n",
       "        this.canvas.focus();\n",
       "        this.canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    var x = canvas_pos.x * mpl.ratio;\n",
       "    var y = canvas_pos.y * mpl.ratio;\n",
       "\n",
       "    this.send_message(name, {x: x, y: y, button: event.button,\n",
       "                             step: event.step,\n",
       "                             guiEvent: simpleKeys(event)});\n",
       "\n",
       "    /* This prevents the web browser from automatically changing to\n",
       "     * the text insertion cursor when the button is pressed.  We want\n",
       "     * to control all of the cursor setting manually through the\n",
       "     * 'cursor' event from matplotlib */\n",
       "    event.preventDefault();\n",
       "    return false;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._key_event_extra = function(event, name) {\n",
       "    // Handle any extra behaviour associated with a key event\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.key_event = function(event, name) {\n",
       "\n",
       "    // Prevent repeat events\n",
       "    if (name == 'key_press')\n",
       "    {\n",
       "        if (event.which === this._key)\n",
       "            return;\n",
       "        else\n",
       "            this._key = event.which;\n",
       "    }\n",
       "    if (name == 'key_release')\n",
       "        this._key = null;\n",
       "\n",
       "    var value = '';\n",
       "    if (event.ctrlKey && event.which != 17)\n",
       "        value += \"ctrl+\";\n",
       "    if (event.altKey && event.which != 18)\n",
       "        value += \"alt+\";\n",
       "    if (event.shiftKey && event.which != 16)\n",
       "        value += \"shift+\";\n",
       "\n",
       "    value += 'k';\n",
       "    value += event.which.toString();\n",
       "\n",
       "    this._key_event_extra(event, name);\n",
       "\n",
       "    this.send_message(name, {key: value,\n",
       "                             guiEvent: simpleKeys(event)});\n",
       "    return false;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n",
       "    if (name == 'download') {\n",
       "        this.handle_save(this, null);\n",
       "    } else {\n",
       "        this.send_message(\"toolbar_button\", {name: name});\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n",
       "    this.message.textContent = tooltip;\n",
       "};\n",
       "mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to  previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
       "\n",
       "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
       "\n",
       "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n",
       "    // Create a \"websocket\"-like object which calls the given IPython comm\n",
       "    // object with the appropriate methods. Currently this is a non binary\n",
       "    // socket, so there is still some room for performance tuning.\n",
       "    var ws = {};\n",
       "\n",
       "    ws.close = function() {\n",
       "        comm.close()\n",
       "    };\n",
       "    ws.send = function(m) {\n",
       "        //console.log('sending', m);\n",
       "        comm.send(m);\n",
       "    };\n",
       "    // Register the callback with on_msg.\n",
       "    comm.on_msg(function(msg) {\n",
       "        //console.log('receiving', msg['content']['data'], msg);\n",
       "        // Pass the mpl event to the overriden (by mpl) onmessage function.\n",
       "        ws.onmessage(msg['content']['data'])\n",
       "    });\n",
       "    return ws;\n",
       "}\n",
       "\n",
       "mpl.mpl_figure_comm = function(comm, msg) {\n",
       "    // This is the function which gets called when the mpl process\n",
       "    // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
       "\n",
       "    var id = msg.content.data.id;\n",
       "    // Get hold of the div created by the display call when the Comm\n",
       "    // socket was opened in Python.\n",
       "    var element = $(\"#\" + id);\n",
       "    var ws_proxy = comm_websocket_adapter(comm)\n",
       "\n",
       "    function ondownload(figure, format) {\n",
       "        window.open(figure.imageObj.src);\n",
       "    }\n",
       "\n",
       "    var fig = new mpl.figure(id, ws_proxy,\n",
       "                           ondownload,\n",
       "                           element.get(0));\n",
       "\n",
       "    // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
       "    // web socket which is closed, not our websocket->open comm proxy.\n",
       "    ws_proxy.onopen();\n",
       "\n",
       "    fig.parent_element = element.get(0);\n",
       "    fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
       "    if (!fig.cell_info) {\n",
       "        console.error(\"Failed to find cell for figure\", id, fig);\n",
       "        return;\n",
       "    }\n",
       "\n",
       "    var output_index = fig.cell_info[2]\n",
       "    var cell = fig.cell_info[0];\n",
       "\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_close = function(fig, msg) {\n",
       "    var width = fig.canvas.width/mpl.ratio\n",
       "    fig.root.unbind('remove')\n",
       "\n",
       "    // Update the output cell to use the data from the current canvas.\n",
       "    fig.push_to_output();\n",
       "    var dataURL = fig.canvas.toDataURL();\n",
       "    // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
       "    // the notebook keyboard shortcuts fail.\n",
       "    IPython.keyboard_manager.enable()\n",
       "    $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n",
       "    fig.close_ws(fig, msg);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.close_ws = function(fig, msg){\n",
       "    fig.send_message('closing', msg);\n",
       "    // fig.ws.close()\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
       "    // Turn the data on the canvas into data in the output cell.\n",
       "    var width = this.canvas.width/mpl.ratio\n",
       "    var dataURL = this.canvas.toDataURL();\n",
       "    this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.updated_canvas_event = function() {\n",
       "    // Tell IPython that the notebook contents must change.\n",
       "    IPython.notebook.set_dirty(true);\n",
       "    this.send_message(\"ack\", {});\n",
       "    var fig = this;\n",
       "    // Wait a second, then push the new image to the DOM so\n",
       "    // that it is saved nicely (might be nice to debounce this).\n",
       "    setTimeout(function () { fig.push_to_output() }, 1000);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_toolbar = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var nav_element = $('<div/>')\n",
       "    nav_element.attr('style', 'width: 100%');\n",
       "    this.root.append(nav_element);\n",
       "\n",
       "    // Define a callback function for later on.\n",
       "    function toolbar_event(event) {\n",
       "        return fig.toolbar_button_onclick(event['data']);\n",
       "    }\n",
       "    function toolbar_mouse_event(event) {\n",
       "        return fig.toolbar_button_onmouseover(event['data']);\n",
       "    }\n",
       "\n",
       "    for(var toolbar_ind in mpl.toolbar_items){\n",
       "        var name = mpl.toolbar_items[toolbar_ind][0];\n",
       "        var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
       "        var image = mpl.toolbar_items[toolbar_ind][2];\n",
       "        var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
       "\n",
       "        if (!name) { continue; };\n",
       "\n",
       "        var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n",
       "        button.click(method_name, toolbar_event);\n",
       "        button.mouseover(tooltip, toolbar_mouse_event);\n",
       "        nav_element.append(button);\n",
       "    }\n",
       "\n",
       "    // Add the status bar.\n",
       "    var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n",
       "    nav_element.append(status_bar);\n",
       "    this.message = status_bar[0];\n",
       "\n",
       "    // Add the close button to the window.\n",
       "    var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n",
       "    var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n",
       "    button.click(function (evt) { fig.handle_close(fig, {}); } );\n",
       "    button.mouseover('Stop Interaction', toolbar_mouse_event);\n",
       "    buttongrp.append(button);\n",
       "    var titlebar = this.root.find($('.ui-dialog-titlebar'));\n",
       "    titlebar.prepend(buttongrp);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function(el){\n",
       "    var fig = this\n",
       "    el.on(\"remove\", function(){\n",
       "\tfig.close_ws(fig, {});\n",
       "    });\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function(el){\n",
       "    // this is important to make the div 'focusable\n",
       "    el.attr('tabindex', 0)\n",
       "    // reach out to IPython and tell the keyboard manager to turn it's self\n",
       "    // off when our div gets focus\n",
       "\n",
       "    // location in version 3\n",
       "    if (IPython.notebook.keyboard_manager) {\n",
       "        IPython.notebook.keyboard_manager.register_events(el);\n",
       "    }\n",
       "    else {\n",
       "        // location in version 2\n",
       "        IPython.keyboard_manager.register_events(el);\n",
       "    }\n",
       "\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._key_event_extra = function(event, name) {\n",
       "    var manager = IPython.notebook.keyboard_manager;\n",
       "    if (!manager)\n",
       "        manager = IPython.keyboard_manager;\n",
       "\n",
       "    // Check for shift+enter\n",
       "    if (event.shiftKey && event.which == 13) {\n",
       "        this.canvas_div.blur();\n",
       "        event.shiftKey = false;\n",
       "        // Send a \"J\" for go to next cell\n",
       "        event.which = 74;\n",
       "        event.keyCode = 74;\n",
       "        manager.command_mode();\n",
       "        manager.handle_keydown(event);\n",
       "    }\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
       "    fig.ondownload(fig, null);\n",
       "}\n",
       "\n",
       "\n",
       "mpl.find_output_cell = function(html_output) {\n",
       "    // Return the cell and output element which can be found *uniquely* in the notebook.\n",
       "    // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
       "    // IPython event is triggered only after the cells have been serialised, which for\n",
       "    // our purposes (turning an active figure into a static one), is too late.\n",
       "    var cells = IPython.notebook.get_cells();\n",
       "    var ncells = cells.length;\n",
       "    for (var i=0; i<ncells; i++) {\n",
       "        var cell = cells[i];\n",
       "        if (cell.cell_type === 'code'){\n",
       "            for (var j=0; j<cell.output_area.outputs.length; j++) {\n",
       "                var data = cell.output_area.outputs[j];\n",
       "                if (data.data) {\n",
       "                    // IPython >= 3 moved mimebundle to data attribute of output\n",
       "                    data = data.data;\n",
       "                }\n",
       "                if (data['text/html'] == html_output) {\n",
       "                    return [cell, data, j];\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "}\n",
       "\n",
       "// Register the function which deals with the matplotlib target/channel.\n",
       "// The kernel may be null if the page has been refreshed.\n",
       "if (IPython.notebook.kernel != null) {\n",
       "    IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n",
       "}\n"
      ],
      "text/plain": [
       "<IPython.core.display.Javascript object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<img src=\"data:image/png;base64,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\" width=\"800\">"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x7fc7cd1b2048>"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "xpad_file = downloader.getfile(\"LaB6_18.57keV_frame_13.edf\")\n",
    "xpad = pyFAI.detector_factory(\"Xpad_flat\")\n",
    "print(xpad)\n",
    "xpad_dis = Distortion(xpad, resize=True)\n",
    "\n",
    "raw = fabio.open(xpad_file).data\n",
    "cor = xpad_dis.correct(raw)\n",
    "print(\"Shape as input and output:\", raw.shape, cor.shape)\n",
    "print(\"Conservation of the total intensity:\", raw.sum(dtype=\"float64\"), cor.sum(dtype=\"float64\"))\n",
    "\n",
    "#then display images side by side\n",
    "fig, ax = subplots(1, 2, figsize=(8,8))\n",
    "jupyter.display(raw, label=\"Raw Image\", ax=ax[0])\n",
    "jupyter.display(cor, label=\"Corrected image\", ax=ax[1])\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### WOS XPad detector\n",
    "\n",
    "This is a new **WAXS opened for SAXS** pixel detector from ImXPad (available at ESRF-BM02/D2AM CRG beamline). \n",
    "It looks like two of *XPad_flat* detectors side by side with some modules shifted in order to create a hole to accomodate a flight-tube which gathers the SAXS photons to a second detector further away.\n",
    "\n",
    "The detector definition for this specific detector has directly been put down using the metrology informations from the manufacturer and saved as a NeXus detector definition file. \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "NexusDetector detector from NeXus file: /tmp/pyFAI_testdata_kieffer/WOS.h5\t PixelSize= 1.300e-04, 1.300e-04 m\n",
      "Shape as input: (598, 1154) and output: (710, 1302)\n",
      "Conservation of the total intensity: 4.4436e+08 vs 4.4436e+08 \n"
     ]
    },
    {
     "data": {
      "application/javascript": [
       "/* Put everything inside the global mpl namespace */\n",
       "window.mpl = {};\n",
       "\n",
       "\n",
       "mpl.get_websocket_type = function() {\n",
       "    if (typeof(WebSocket) !== 'undefined') {\n",
       "        return WebSocket;\n",
       "    } else if (typeof(MozWebSocket) !== 'undefined') {\n",
       "        return MozWebSocket;\n",
       "    } else {\n",
       "        alert('Your browser does not have WebSocket support.' +\n",
       "              'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
       "              'Firefox 4 and 5 are also supported but you ' +\n",
       "              'have to enable WebSockets in about:config.');\n",
       "    };\n",
       "}\n",
       "\n",
       "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n",
       "    this.id = figure_id;\n",
       "\n",
       "    this.ws = websocket;\n",
       "\n",
       "    this.supports_binary = (this.ws.binaryType != undefined);\n",
       "\n",
       "    if (!this.supports_binary) {\n",
       "        var warnings = document.getElementById(\"mpl-warnings\");\n",
       "        if (warnings) {\n",
       "            warnings.style.display = 'block';\n",
       "            warnings.textContent = (\n",
       "                \"This browser does not support binary websocket messages. \" +\n",
       "                    \"Performance may be slow.\");\n",
       "        }\n",
       "    }\n",
       "\n",
       "    this.imageObj = new Image();\n",
       "\n",
       "    this.context = undefined;\n",
       "    this.message = undefined;\n",
       "    this.canvas = undefined;\n",
       "    this.rubberband_canvas = undefined;\n",
       "    this.rubberband_context = undefined;\n",
       "    this.format_dropdown = undefined;\n",
       "\n",
       "    this.image_mode = 'full';\n",
       "\n",
       "    this.root = $('<div/>');\n",
       "    this._root_extra_style(this.root)\n",
       "    this.root.attr('style', 'display: inline-block');\n",
       "\n",
       "    $(parent_element).append(this.root);\n",
       "\n",
       "    this._init_header(this);\n",
       "    this._init_canvas(this);\n",
       "    this._init_toolbar(this);\n",
       "\n",
       "    var fig = this;\n",
       "\n",
       "    this.waiting = false;\n",
       "\n",
       "    this.ws.onopen =  function () {\n",
       "            fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n",
       "            fig.send_message(\"send_image_mode\", {});\n",
       "            if (mpl.ratio != 1) {\n",
       "                fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
       "            }\n",
       "            fig.send_message(\"refresh\", {});\n",
       "        }\n",
       "\n",
       "    this.imageObj.onload = function() {\n",
       "            if (fig.image_mode == 'full') {\n",
       "                // Full images could contain transparency (where diff images\n",
       "                // almost always do), so we need to clear the canvas so that\n",
       "                // there is no ghosting.\n",
       "                fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
       "            }\n",
       "            fig.context.drawImage(fig.imageObj, 0, 0);\n",
       "        };\n",
       "\n",
       "    this.imageObj.onunload = function() {\n",
       "        fig.ws.close();\n",
       "    }\n",
       "\n",
       "    this.ws.onmessage = this._make_on_message_function(this);\n",
       "\n",
       "    this.ondownload = ondownload;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_header = function() {\n",
       "    var titlebar = $(\n",
       "        '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
       "        'ui-helper-clearfix\"/>');\n",
       "    var titletext = $(\n",
       "        '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
       "        'text-align: center; padding: 3px;\"/>');\n",
       "    titlebar.append(titletext)\n",
       "    this.root.append(titlebar);\n",
       "    this.header = titletext[0];\n",
       "}\n",
       "\n",
       "\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_canvas = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var canvas_div = $('<div/>');\n",
       "\n",
       "    canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
       "\n",
       "    function canvas_keyboard_event(event) {\n",
       "        return fig.key_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    canvas_div.keydown('key_press', canvas_keyboard_event);\n",
       "    canvas_div.keyup('key_release', canvas_keyboard_event);\n",
       "    this.canvas_div = canvas_div\n",
       "    this._canvas_extra_style(canvas_div)\n",
       "    this.root.append(canvas_div);\n",
       "\n",
       "    var canvas = $('<canvas/>');\n",
       "    canvas.addClass('mpl-canvas');\n",
       "    canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
       "\n",
       "    this.canvas = canvas[0];\n",
       "    this.context = canvas[0].getContext(\"2d\");\n",
       "\n",
       "    var backingStore = this.context.backingStorePixelRatio ||\n",
       "\tthis.context.webkitBackingStorePixelRatio ||\n",
       "\tthis.context.mozBackingStorePixelRatio ||\n",
       "\tthis.context.msBackingStorePixelRatio ||\n",
       "\tthis.context.oBackingStorePixelRatio ||\n",
       "\tthis.context.backingStorePixelRatio || 1;\n",
       "\n",
       "    mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
       "\n",
       "    var rubberband = $('<canvas/>');\n",
       "    rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
       "\n",
       "    var pass_mouse_events = true;\n",
       "\n",
       "    canvas_div.resizable({\n",
       "        start: function(event, ui) {\n",
       "            pass_mouse_events = false;\n",
       "        },\n",
       "        resize: function(event, ui) {\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "        stop: function(event, ui) {\n",
       "            pass_mouse_events = true;\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "    });\n",
       "\n",
       "    function mouse_event_fn(event) {\n",
       "        if (pass_mouse_events)\n",
       "            return fig.mouse_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    rubberband.mousedown('button_press', mouse_event_fn);\n",
       "    rubberband.mouseup('button_release', mouse_event_fn);\n",
       "    // Throttle sequential mouse events to 1 every 20ms.\n",
       "    rubberband.mousemove('motion_notify', mouse_event_fn);\n",
       "\n",
       "    rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
       "    rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
       "\n",
       "    canvas_div.on(\"wheel\", function (event) {\n",
       "        event = event.originalEvent;\n",
       "        event['data'] = 'scroll'\n",
       "        if (event.deltaY < 0) {\n",
       "            event.step = 1;\n",
       "        } else {\n",
       "            event.step = -1;\n",
       "        }\n",
       "        mouse_event_fn(event);\n",
       "    });\n",
       "\n",
       "    canvas_div.append(canvas);\n",
       "    canvas_div.append(rubberband);\n",
       "\n",
       "    this.rubberband = rubberband;\n",
       "    this.rubberband_canvas = rubberband[0];\n",
       "    this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
       "    this.rubberband_context.strokeStyle = \"#000000\";\n",
       "\n",
       "    this._resize_canvas = function(width, height) {\n",
       "        // Keep the size of the canvas, canvas container, and rubber band\n",
       "        // canvas in synch.\n",
       "        canvas_div.css('width', width)\n",
       "        canvas_div.css('height', height)\n",
       "\n",
       "        canvas.attr('width', width * mpl.ratio);\n",
       "        canvas.attr('height', height * mpl.ratio);\n",
       "        canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n",
       "\n",
       "        rubberband.attr('width', width);\n",
       "        rubberband.attr('height', height);\n",
       "    }\n",
       "\n",
       "    // Set the figure to an initial 600x600px, this will subsequently be updated\n",
       "    // upon first draw.\n",
       "    this._resize_canvas(600, 600);\n",
       "\n",
       "    // Disable right mouse context menu.\n",
       "    $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
       "        return false;\n",
       "    });\n",
       "\n",
       "    function set_focus () {\n",
       "        canvas.focus();\n",
       "        canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    window.setTimeout(set_focus, 100);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_toolbar = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var nav_element = $('<div/>')\n",
       "    nav_element.attr('style', 'width: 100%');\n",
       "    this.root.append(nav_element);\n",
       "\n",
       "    // Define a callback function for later on.\n",
       "    function toolbar_event(event) {\n",
       "        return fig.toolbar_button_onclick(event['data']);\n",
       "    }\n",
       "    function toolbar_mouse_event(event) {\n",
       "        return fig.toolbar_button_onmouseover(event['data']);\n",
       "    }\n",
       "\n",
       "    for(var toolbar_ind in mpl.toolbar_items) {\n",
       "        var name = mpl.toolbar_items[toolbar_ind][0];\n",
       "        var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
       "        var image = mpl.toolbar_items[toolbar_ind][2];\n",
       "        var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
       "\n",
       "        if (!name) {\n",
       "            // put a spacer in here.\n",
       "            continue;\n",
       "        }\n",
       "        var button = $('<button/>');\n",
       "        button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
       "                        'ui-button-icon-only');\n",
       "        button.attr('role', 'button');\n",
       "        button.attr('aria-disabled', 'false');\n",
       "        button.click(method_name, toolbar_event);\n",
       "        button.mouseover(tooltip, toolbar_mouse_event);\n",
       "\n",
       "        var icon_img = $('<span/>');\n",
       "        icon_img.addClass('ui-button-icon-primary ui-icon');\n",
       "        icon_img.addClass(image);\n",
       "        icon_img.addClass('ui-corner-all');\n",
       "\n",
       "        var tooltip_span = $('<span/>');\n",
       "        tooltip_span.addClass('ui-button-text');\n",
       "        tooltip_span.html(tooltip);\n",
       "\n",
       "        button.append(icon_img);\n",
       "        button.append(tooltip_span);\n",
       "\n",
       "        nav_element.append(button);\n",
       "    }\n",
       "\n",
       "    var fmt_picker_span = $('<span/>');\n",
       "\n",
       "    var fmt_picker = $('<select/>');\n",
       "    fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
       "    fmt_picker_span.append(fmt_picker);\n",
       "    nav_element.append(fmt_picker_span);\n",
       "    this.format_dropdown = fmt_picker[0];\n",
       "\n",
       "    for (var ind in mpl.extensions) {\n",
       "        var fmt = mpl.extensions[ind];\n",
       "        var option = $(\n",
       "            '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
       "        fmt_picker.append(option)\n",
       "    }\n",
       "\n",
       "    // Add hover states to the ui-buttons\n",
       "    $( \".ui-button\" ).hover(\n",
       "        function() { $(this).addClass(\"ui-state-hover\");},\n",
       "        function() { $(this).removeClass(\"ui-state-hover\");}\n",
       "    );\n",
       "\n",
       "    var status_bar = $('<span class=\"mpl-message\"/>');\n",
       "    nav_element.append(status_bar);\n",
       "    this.message = status_bar[0];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
       "    // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
       "    // which will in turn request a refresh of the image.\n",
       "    this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.send_message = function(type, properties) {\n",
       "    properties['type'] = type;\n",
       "    properties['figure_id'] = this.id;\n",
       "    this.ws.send(JSON.stringify(properties));\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.send_draw_message = function() {\n",
       "    if (!this.waiting) {\n",
       "        this.waiting = true;\n",
       "        this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
       "    }\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
       "    var format_dropdown = fig.format_dropdown;\n",
       "    var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
       "    fig.ondownload(fig, format);\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
       "    var size = msg['size'];\n",
       "    if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
       "        fig._resize_canvas(size[0], size[1]);\n",
       "        fig.send_message(\"refresh\", {});\n",
       "    };\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
       "    var x0 = msg['x0'] / mpl.ratio;\n",
       "    var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
       "    var x1 = msg['x1'] / mpl.ratio;\n",
       "    var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
       "    x0 = Math.floor(x0) + 0.5;\n",
       "    y0 = Math.floor(y0) + 0.5;\n",
       "    x1 = Math.floor(x1) + 0.5;\n",
       "    y1 = Math.floor(y1) + 0.5;\n",
       "    var min_x = Math.min(x0, x1);\n",
       "    var min_y = Math.min(y0, y1);\n",
       "    var width = Math.abs(x1 - x0);\n",
       "    var height = Math.abs(y1 - y0);\n",
       "\n",
       "    fig.rubberband_context.clearRect(\n",
       "        0, 0, fig.canvas.width, fig.canvas.height);\n",
       "\n",
       "    fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
       "    // Updates the figure title.\n",
       "    fig.header.textContent = msg['label'];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
       "    var cursor = msg['cursor'];\n",
       "    switch(cursor)\n",
       "    {\n",
       "    case 0:\n",
       "        cursor = 'pointer';\n",
       "        break;\n",
       "    case 1:\n",
       "        cursor = 'default';\n",
       "        break;\n",
       "    case 2:\n",
       "        cursor = 'crosshair';\n",
       "        break;\n",
       "    case 3:\n",
       "        cursor = 'move';\n",
       "        break;\n",
       "    }\n",
       "    fig.rubberband_canvas.style.cursor = cursor;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_message = function(fig, msg) {\n",
       "    fig.message.textContent = msg['message'];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_draw = function(fig, msg) {\n",
       "    // Request the server to send over a new figure.\n",
       "    fig.send_draw_message();\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n",
       "    fig.image_mode = msg['mode'];\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.updated_canvas_event = function() {\n",
       "    // Called whenever the canvas gets updated.\n",
       "    this.send_message(\"ack\", {});\n",
       "}\n",
       "\n",
       "// A function to construct a web socket function for onmessage handling.\n",
       "// Called in the figure constructor.\n",
       "mpl.figure.prototype._make_on_message_function = function(fig) {\n",
       "    return function socket_on_message(evt) {\n",
       "        if (evt.data instanceof Blob) {\n",
       "            /* FIXME: We get \"Resource interpreted as Image but\n",
       "             * transferred with MIME type text/plain:\" errors on\n",
       "             * Chrome.  But how to set the MIME type?  It doesn't seem\n",
       "             * to be part of the websocket stream */\n",
       "            evt.data.type = \"image/png\";\n",
       "\n",
       "            /* Free the memory for the previous frames */\n",
       "            if (fig.imageObj.src) {\n",
       "                (window.URL || window.webkitURL).revokeObjectURL(\n",
       "                    fig.imageObj.src);\n",
       "            }\n",
       "\n",
       "            fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
       "                evt.data);\n",
       "            fig.updated_canvas_event();\n",
       "            fig.waiting = false;\n",
       "            return;\n",
       "        }\n",
       "        else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n",
       "            fig.imageObj.src = evt.data;\n",
       "            fig.updated_canvas_event();\n",
       "            fig.waiting = false;\n",
       "            return;\n",
       "        }\n",
       "\n",
       "        var msg = JSON.parse(evt.data);\n",
       "        var msg_type = msg['type'];\n",
       "\n",
       "        // Call the  \"handle_{type}\" callback, which takes\n",
       "        // the figure and JSON message as its only arguments.\n",
       "        try {\n",
       "            var callback = fig[\"handle_\" + msg_type];\n",
       "        } catch (e) {\n",
       "            console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n",
       "            return;\n",
       "        }\n",
       "\n",
       "        if (callback) {\n",
       "            try {\n",
       "                // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
       "                callback(fig, msg);\n",
       "            } catch (e) {\n",
       "                console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n",
       "            }\n",
       "        }\n",
       "    };\n",
       "}\n",
       "\n",
       "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
       "mpl.findpos = function(e) {\n",
       "    //this section is from http://www.quirksmode.org/js/events_properties.html\n",
       "    var targ;\n",
       "    if (!e)\n",
       "        e = window.event;\n",
       "    if (e.target)\n",
       "        targ = e.target;\n",
       "    else if (e.srcElement)\n",
       "        targ = e.srcElement;\n",
       "    if (targ.nodeType == 3) // defeat Safari bug\n",
       "        targ = targ.parentNode;\n",
       "\n",
       "    // jQuery normalizes the pageX and pageY\n",
       "    // pageX,Y are the mouse positions relative to the document\n",
       "    // offset() returns the position of the element relative to the document\n",
       "    var x = e.pageX - $(targ).offset().left;\n",
       "    var y = e.pageY - $(targ).offset().top;\n",
       "\n",
       "    return {\"x\": x, \"y\": y};\n",
       "};\n",
       "\n",
       "/*\n",
       " * return a copy of an object with only non-object keys\n",
       " * we need this to avoid circular references\n",
       " * http://stackoverflow.com/a/24161582/3208463\n",
       " */\n",
       "function simpleKeys (original) {\n",
       "  return Object.keys(original).reduce(function (obj, key) {\n",
       "    if (typeof original[key] !== 'object')\n",
       "        obj[key] = original[key]\n",
       "    return obj;\n",
       "  }, {});\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.mouse_event = function(event, name) {\n",
       "    var canvas_pos = mpl.findpos(event)\n",
       "\n",
       "    if (name === 'button_press')\n",
       "    {\n",
       "        this.canvas.focus();\n",
       "        this.canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    var x = canvas_pos.x * mpl.ratio;\n",
       "    var y = canvas_pos.y * mpl.ratio;\n",
       "\n",
       "    this.send_message(name, {x: x, y: y, button: event.button,\n",
       "                             step: event.step,\n",
       "                             guiEvent: simpleKeys(event)});\n",
       "\n",
       "    /* This prevents the web browser from automatically changing to\n",
       "     * the text insertion cursor when the button is pressed.  We want\n",
       "     * to control all of the cursor setting manually through the\n",
       "     * 'cursor' event from matplotlib */\n",
       "    event.preventDefault();\n",
       "    return false;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._key_event_extra = function(event, name) {\n",
       "    // Handle any extra behaviour associated with a key event\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.key_event = function(event, name) {\n",
       "\n",
       "    // Prevent repeat events\n",
       "    if (name == 'key_press')\n",
       "    {\n",
       "        if (event.which === this._key)\n",
       "            return;\n",
       "        else\n",
       "            this._key = event.which;\n",
       "    }\n",
       "    if (name == 'key_release')\n",
       "        this._key = null;\n",
       "\n",
       "    var value = '';\n",
       "    if (event.ctrlKey && event.which != 17)\n",
       "        value += \"ctrl+\";\n",
       "    if (event.altKey && event.which != 18)\n",
       "        value += \"alt+\";\n",
       "    if (event.shiftKey && event.which != 16)\n",
       "        value += \"shift+\";\n",
       "\n",
       "    value += 'k';\n",
       "    value += event.which.toString();\n",
       "\n",
       "    this._key_event_extra(event, name);\n",
       "\n",
       "    this.send_message(name, {key: value,\n",
       "                             guiEvent: simpleKeys(event)});\n",
       "    return false;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n",
       "    if (name == 'download') {\n",
       "        this.handle_save(this, null);\n",
       "    } else {\n",
       "        this.send_message(\"toolbar_button\", {name: name});\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n",
       "    this.message.textContent = tooltip;\n",
       "};\n",
       "mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to  previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
       "\n",
       "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
       "\n",
       "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n",
       "    // Create a \"websocket\"-like object which calls the given IPython comm\n",
       "    // object with the appropriate methods. Currently this is a non binary\n",
       "    // socket, so there is still some room for performance tuning.\n",
       "    var ws = {};\n",
       "\n",
       "    ws.close = function() {\n",
       "        comm.close()\n",
       "    };\n",
       "    ws.send = function(m) {\n",
       "        //console.log('sending', m);\n",
       "        comm.send(m);\n",
       "    };\n",
       "    // Register the callback with on_msg.\n",
       "    comm.on_msg(function(msg) {\n",
       "        //console.log('receiving', msg['content']['data'], msg);\n",
       "        // Pass the mpl event to the overriden (by mpl) onmessage function.\n",
       "        ws.onmessage(msg['content']['data'])\n",
       "    });\n",
       "    return ws;\n",
       "}\n",
       "\n",
       "mpl.mpl_figure_comm = function(comm, msg) {\n",
       "    // This is the function which gets called when the mpl process\n",
       "    // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
       "\n",
       "    var id = msg.content.data.id;\n",
       "    // Get hold of the div created by the display call when the Comm\n",
       "    // socket was opened in Python.\n",
       "    var element = $(\"#\" + id);\n",
       "    var ws_proxy = comm_websocket_adapter(comm)\n",
       "\n",
       "    function ondownload(figure, format) {\n",
       "        window.open(figure.imageObj.src);\n",
       "    }\n",
       "\n",
       "    var fig = new mpl.figure(id, ws_proxy,\n",
       "                           ondownload,\n",
       "                           element.get(0));\n",
       "\n",
       "    // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
       "    // web socket which is closed, not our websocket->open comm proxy.\n",
       "    ws_proxy.onopen();\n",
       "\n",
       "    fig.parent_element = element.get(0);\n",
       "    fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
       "    if (!fig.cell_info) {\n",
       "        console.error(\"Failed to find cell for figure\", id, fig);\n",
       "        return;\n",
       "    }\n",
       "\n",
       "    var output_index = fig.cell_info[2]\n",
       "    var cell = fig.cell_info[0];\n",
       "\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_close = function(fig, msg) {\n",
       "    var width = fig.canvas.width/mpl.ratio\n",
       "    fig.root.unbind('remove')\n",
       "\n",
       "    // Update the output cell to use the data from the current canvas.\n",
       "    fig.push_to_output();\n",
       "    var dataURL = fig.canvas.toDataURL();\n",
       "    // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
       "    // the notebook keyboard shortcuts fail.\n",
       "    IPython.keyboard_manager.enable()\n",
       "    $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n",
       "    fig.close_ws(fig, msg);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.close_ws = function(fig, msg){\n",
       "    fig.send_message('closing', msg);\n",
       "    // fig.ws.close()\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
       "    // Turn the data on the canvas into data in the output cell.\n",
       "    var width = this.canvas.width/mpl.ratio\n",
       "    var dataURL = this.canvas.toDataURL();\n",
       "    this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.updated_canvas_event = function() {\n",
       "    // Tell IPython that the notebook contents must change.\n",
       "    IPython.notebook.set_dirty(true);\n",
       "    this.send_message(\"ack\", {});\n",
       "    var fig = this;\n",
       "    // Wait a second, then push the new image to the DOM so\n",
       "    // that it is saved nicely (might be nice to debounce this).\n",
       "    setTimeout(function () { fig.push_to_output() }, 1000);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_toolbar = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var nav_element = $('<div/>')\n",
       "    nav_element.attr('style', 'width: 100%');\n",
       "    this.root.append(nav_element);\n",
       "\n",
       "    // Define a callback function for later on.\n",
       "    function toolbar_event(event) {\n",
       "        return fig.toolbar_button_onclick(event['data']);\n",
       "    }\n",
       "    function toolbar_mouse_event(event) {\n",
       "        return fig.toolbar_button_onmouseover(event['data']);\n",
       "    }\n",
       "\n",
       "    for(var toolbar_ind in mpl.toolbar_items){\n",
       "        var name = mpl.toolbar_items[toolbar_ind][0];\n",
       "        var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
       "        var image = mpl.toolbar_items[toolbar_ind][2];\n",
       "        var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
       "\n",
       "        if (!name) { continue; };\n",
       "\n",
       "        var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n",
       "        button.click(method_name, toolbar_event);\n",
       "        button.mouseover(tooltip, toolbar_mouse_event);\n",
       "        nav_element.append(button);\n",
       "    }\n",
       "\n",
       "    // Add the status bar.\n",
       "    var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n",
       "    nav_element.append(status_bar);\n",
       "    this.message = status_bar[0];\n",
       "\n",
       "    // Add the close button to the window.\n",
       "    var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n",
       "    var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n",
       "    button.click(function (evt) { fig.handle_close(fig, {}); } );\n",
       "    button.mouseover('Stop Interaction', toolbar_mouse_event);\n",
       "    buttongrp.append(button);\n",
       "    var titlebar = this.root.find($('.ui-dialog-titlebar'));\n",
       "    titlebar.prepend(buttongrp);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function(el){\n",
       "    var fig = this\n",
       "    el.on(\"remove\", function(){\n",
       "\tfig.close_ws(fig, {});\n",
       "    });\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function(el){\n",
       "    // this is important to make the div 'focusable\n",
       "    el.attr('tabindex', 0)\n",
       "    // reach out to IPython and tell the keyboard manager to turn it's self\n",
       "    // off when our div gets focus\n",
       "\n",
       "    // location in version 3\n",
       "    if (IPython.notebook.keyboard_manager) {\n",
       "        IPython.notebook.keyboard_manager.register_events(el);\n",
       "    }\n",
       "    else {\n",
       "        // location in version 2\n",
       "        IPython.keyboard_manager.register_events(el);\n",
       "    }\n",
       "\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._key_event_extra = function(event, name) {\n",
       "    var manager = IPython.notebook.keyboard_manager;\n",
       "    if (!manager)\n",
       "        manager = IPython.keyboard_manager;\n",
       "\n",
       "    // Check for shift+enter\n",
       "    if (event.shiftKey && event.which == 13) {\n",
       "        this.canvas_div.blur();\n",
       "        event.shiftKey = false;\n",
       "        // Send a \"J\" for go to next cell\n",
       "        event.which = 74;\n",
       "        event.keyCode = 74;\n",
       "        manager.command_mode();\n",
       "        manager.handle_keydown(event);\n",
       "    }\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
       "    fig.ondownload(fig, null);\n",
       "}\n",
       "\n",
       "\n",
       "mpl.find_output_cell = function(html_output) {\n",
       "    // Return the cell and output element which can be found *uniquely* in the notebook.\n",
       "    // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
       "    // IPython event is triggered only after the cells have been serialised, which for\n",
       "    // our purposes (turning an active figure into a static one), is too late.\n",
       "    var cells = IPython.notebook.get_cells();\n",
       "    var ncells = cells.length;\n",
       "    for (var i=0; i<ncells; i++) {\n",
       "        var cell = cells[i];\n",
       "        if (cell.cell_type === 'code'){\n",
       "            for (var j=0; j<cell.output_area.outputs.length; j++) {\n",
       "                var data = cell.output_area.outputs[j];\n",
       "                if (data.data) {\n",
       "                    // IPython >= 3 moved mimebundle to data attribute of output\n",
       "                    data = data.data;\n",
       "                }\n",
       "                if (data['text/html'] == html_output) {\n",
       "                    return [cell, data, j];\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "}\n",
       "\n",
       "// Register the function which deals with the matplotlib target/channel.\n",
       "// The kernel may be null if the page has been refreshed.\n",
       "if (IPython.notebook.kernel != null) {\n",
       "    IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n",
       "}\n"
      ],
      "text/plain": [
       "<IPython.core.display.Javascript object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<img src=\"data:image/png;base64,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\" width=\"800\">"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x7fc7cd17f2b0>"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "wos_det = downloader.getfile(\"WOS.h5\")\n",
    "wos_img = downloader.getfile(\"WOS.edf\")\n",
    "wos = pyFAI.detector_factory(wos_det)\n",
    "print(wos)\n",
    "wos_dis = Distortion(wos, resize=True)\n",
    "\n",
    "raw = fabio.open(wos_img).data\n",
    "cor = wos_dis.correct(raw)\n",
    "print(\"Shape as input: %s and output: %s\"%( raw.shape, cor.shape))\n",
    "print(\"Conservation of the total intensity: %.4e vs %.4e \"%(raw.sum(dtype=\"float64\"), cor.sum(dtype=\"float64\")))\n",
    "#then display images side by side\n",
    "fig, ax = subplots(2, figsize=(8,8))\n",
    "jupyter.display(raw, label=\"Raw Image\", ax=ax[0])\n",
    "jupyter.display(cor, label=\"Corrected image\", ax=ax[1])\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Nota:** Do not use this detector definition file to process data from the WOS@D2AM as it has not (yet) been fully validated and may contain some errors in the pixel positioning.\n",
    "\n",
    "## Conclusion\n",
    "\n",
    "PyFAI provides a very comprehensive list of detector definitions, is versatile enough to address most area detectors on the market, and features a powerful regridding engine, both combined together into the distortion correction tool which ensures the conservation of the signal during the transformation (the number of photons counted is preserved during the transformation)\n",
    "\n",
    "Distortion correction should not be used for pre-processing images prior to azimuthal integration as it re-bins the image, thus induces a broadening of the peaks. The AzimuthalIntegrator object performs all this together with integration, it has hence a better precision.\n",
    "\n",
    "This tutorial did not answer the question *how to calibrate the distortion of a given detector ?* which is addressed in another tutorial called **detector calibration**."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Total execution time: 4.970s\n"
     ]
    }
   ],
   "source": [
    "print(\"Total execution time: %.3fs\"%(time.time() - start_time))"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.5.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}
