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<?xml version="1.0" encoding="utf-8" ?>
<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Strict//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd">
<html xmlns="http://www.w3.org/1999/xhtml">
<head>
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta http-equiv="Content-Style-Type" content="text/css" />
<meta name="generator" content="pandoc" />
<meta name="author" content="郭耀仁" />
<meta name="date" content="2017-08-12" />
<title>用 RMarkdown 撰寫報告</title>
<style type="text/css">code{white-space: pre;}</style>
<style type="text/css">
div.sourceCode { overflow-x: auto; }
table.sourceCode, tr.sourceCode, td.lineNumbers, td.sourceCode {
margin: 0; padding: 0; vertical-align: baseline; border: none; }
table.sourceCode { width: 100%; line-height: 100%; }
td.lineNumbers { text-align: right; padding-right: 4px; padding-left: 4px; color: #aaaaaa; border-right: 1px solid #aaaaaa; }
td.sourceCode { padding-left: 5px; }
code > span.kw { color: #007020; font-weight: bold; } /* Keyword */
code > span.dt { color: #902000; } /* DataType */
code > span.dv { color: #40a070; } /* DecVal */
code > span.bn { color: #40a070; } /* BaseN */
code > span.fl { color: #40a070; } /* Float */
code > span.ch { color: #4070a0; } /* Char */
code > span.st { color: #4070a0; } /* String */
code > span.co { color: #60a0b0; font-style: italic; } /* Comment */
code > span.ot { color: #007020; } /* Other */
code > span.al { color: #ff0000; font-weight: bold; } /* Alert */
code > span.fu { color: #06287e; } /* Function */
code > span.er { color: #ff0000; font-weight: bold; } /* Error */
code > span.wa { color: #60a0b0; font-weight: bold; font-style: italic; } /* Warning */
code > span.cn { color: #880000; } /* Constant */
code > span.sc { color: #4070a0; } /* SpecialChar */
code > span.vs { color: #4070a0; } /* VerbatimString */
code > span.ss { color: #bb6688; } /* SpecialString */
code > span.im { } /* Import */
code > span.va { color: #19177c; } /* Variable */
code > span.cf { color: #007020; font-weight: bold; } /* ControlFlow */
code > span.op { color: #666666; } /* Operator */
code > span.bu { } /* BuiltIn */
code > span.ex { } /* Extension */
code > span.pp { color: #bc7a00; } /* Preprocessor */
code > span.at { color: #7d9029; } /* Attribute */
code > span.do { color: #ba2121; font-style: italic; } /* Documentation */
code > span.an { color: #60a0b0; font-weight: bold; font-style: italic; } /* Annotation */
code > span.cv { color: #60a0b0; font-weight: bold; font-style: italic; } /* CommentVar */
code > span.in { color: #60a0b0; font-weight: bold; font-style: italic; } /* Information */
</style>
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<script src="data:application/x-javascript;base64,/* slidy.js

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   http://www.w3.org/Consortium/Legal/copyright-software

   Defines single name "w3c_slidy" in global namespace
   Adds event handlers without trampling on any others
*/

// the slidy object implementation
var w3c_slidy = {
  // classify which kind of browser we're running under
  ns_pos: (typeof window.pageYOffset!='undefined'),
  khtml: ((navigator.userAgent).indexOf("KHTML") >= 0 ? true : false),
  opera: ((navigator.userAgent).indexOf("Opera") >= 0 ? true : false),
  ipad: ((navigator.userAgent).indexOf("iPad") >= 0 ? true : false),
  iphone: ((navigator.userAgent).indexOf("iPhone") >= 0 ? true : false),
  android: ((navigator.userAgent).indexOf("Android") >= 0 ? true : false),
  ie: (typeof document.all != "undefined" && !this.opera),
  ie6: (!this.ns_pos && navigator.userAgent.indexOf("MSIE 6") != -1),
  ie7: (!this.ns_pos && navigator.userAgent.indexOf("MSIE 7") != -1),
  ie8: (!this.ns_pos && navigator.userAgent.indexOf("MSIE 8") != -1),
  ie9: (!this.ns_pos && navigator.userAgent.indexOf("MSIE 9") != -1),

  // data for swipe and double tap detection on touch screens
  last_tap: 0,
  prev_tap: 0,
  start_x: 0,
  start_y: 0,
  delta_x: 0,
  delta_y: 0,

  // are we running as XHTML? (doesn't work on Opera)
  is_xhtml: /xml/.test(document.contentType),

  slide_number: 0, // integer slide count: 0, 1, 2, ...
  slide_number_element: null, // element containing slide number
  slides: [], // set to array of slide div's
  notes: [], // set to array of handout div's
  backgrounds: [], // set to array of background div's
  observers: [], // list of observer functions
  toolbar: null, // element containing toolbar
  title: null, // document title
  last_shown: null, // last incrementally shown item
  eos: null,  // span element for end of slide indicator
  toc: null, // table of contents
  outline: null, // outline element with the focus
  selected_text_len: 0, // length of drag selection on document
  view_all: 0,  // 1 to view all slides + handouts
  want_toolbar: true,  // user preference to show/hide toolbar
  mouse_click_enabled: true, // enables left click for next slide
  scroll_hack: 0, // IE work around for position: fixed
  disable_slide_click: false,  // used by clicked anchors

  lang: "en", // updated to language specified by html file

  help_anchor: null, // used for keyboard focus hack in showToolbar()
  help_page: "http://www.w3.org/Talks/Tools/Slidy2/help/help.html",
  help_text: "Navigate with mouse click, space bar, Cursor Left/Right, " +
             "or Pg Up and Pg Dn. Use S and B to change font size.",

  size_index: 0,
  size_adjustment: 0,
  sizes:  new Array("10pt", "12pt", "14pt", "16pt", "18pt", "20pt",
                    "22pt", "24pt", "26pt", "28pt", "30pt", "32pt"),

  // needed for efficient resizing
  last_width: 0,
  last_height: 0,


  // Needed for cross browser support for relative width/height on
  // object elements. The work around is to save width/height attributes
  // and then to recompute absolute width/height dimensions on resizing
   objects: [],

  // attach initialiation event handlers
  set_up: function () {
    var init = function() { w3c_slidy.init(); };
    if (typeof window.addEventListener != "undefined")
      window.addEventListener("load", init, false);
    else
      window.attachEvent("onload", init);
  },

  hide_slides: function () {
    if (document.body && !w3c_slidy.initialized)
      document.body.style.visibility = "hidden";
    else
      setTimeout(w3c_slidy.hide_slides, 50);
  },

  // hack to persuade IE to compute correct document height
  // as needed for simulating fixed positioning of toolbar
  ie_hack: function () {
    window.resizeBy(0,-1);
    window.resizeBy(0, 1);
  },

  init: function () {
    //alert("slidy starting test 10");
    document.body.style.visibility = "visible";
    this.init_localization();
    this.add_toolbar();
    this.wrap_implicit_slides();
    this.collect_slides();
    this.collect_notes();
    this.collect_backgrounds();
    this.objects = document.body.getElementsByTagName("object");
    this.patch_anchors();
    this.slide_number = this.find_slide_number(location.href);
    window.offscreenbuffering = true;
    this.size_adjustment = this.find_size_adjust();
    this.time_left = this.find_duration();
    this.hide_image_toolbar();  // suppress IE image toolbar popup
    this.init_outliner();  // activate fold/unfold support
    this.title = document.title;
    this.keyboardless = (this.ipad||this.iphone||this.android);

    if (this.keyboardless)
    {
      w3c_slidy.remove_class(w3c_slidy.toolbar, "hidden")
      this.want_toolbar = 0;
    }

    // work around for opera bug
    this.is_xhtml = (document.body.tagName == "BODY" ? false : true);

    if (this.slides.length > 0)
    {
      var slide = this.slides[this.slide_number];
   
      if (this.slide_number > 0)
      {
        this.set_visibility_all_incremental("visible");
        this.last_shown = this.previous_incremental_item(null);
        this.set_eos_status(true);
      }
      else
      {
        this.last_shown = null;
        this.set_visibility_all_incremental("hidden");
        this.set_eos_status(!this.next_incremental_item(this.last_shown));
      }

      this.set_location();
      this.add_class(this.slides[0], "first-slide");
      w3c_slidy.show_slide(slide);
    }

    this.toc = this.table_of_contents();

    this.add_initial_prompt();

    // bind event handlers without interfering with custom page scripts
    // Tap events behave too weirdly to support clicks reliably on
    // iPhone and iPad, so exclude these from click handler

    if (!this.keyboardless)
    {
      this.add_listener(document.body, "click", this.mouse_button_click);
      this.add_listener(document.body, "mousedown", this.mouse_button_down);
    }

    this.add_listener(document, "keydown", this.key_down);
    this.add_listener(document, "keypress", this.key_press);
    this.add_listener(window, "resize", this.resized);
    this.add_listener(window, "scroll", this.scrolled);
    this.add_listener(window, "unload", this.unloaded);

    this.add_listener(document, "gesturechange", function ()
    {
      return false;
    });

    this.attach_touch_handers(this.slides);

    // this seems to be a debugging hack
    //if (!document.body.onclick)
    //  document.body.onclick = function () { };

    this.single_slide_view();

    //this.set_location();

    this.resized();

    if (this.ie7)
      setTimeout(w3c_slidy.ie_hack, 100);

    this.show_toolbar();

    // for back button detection
    setInterval(function () { w3c_slidy.check_location(); }, 200);
    w3c_slidy.initialized = true;
  },

  // create div element with links to each slide
  table_of_contents: function () {
    var toc = this.create_element("div");
    this.add_class(toc, "slidy_toc hidden");
    //toc.setAttribute("tabindex", "0");

    var heading = this.create_element("div");
    this.add_class(heading, "toc-heading");
    heading.innerHTML = this.localize("Table of Contents");

    toc.appendChild(heading);
    var previous = null;

    for (var i = 0; i < this.slides.length; ++i)
    {
      var title = this.has_class(this.slides[i], "title");
      var num = document.createTextNode((i + 1) + ". ");

      toc.appendChild(num);

      var a = this.create_element("a");
      a.setAttribute("href", "#(" + (i+1) + ")");

      if (title)
        this.add_class(a, "titleslide");

      var name = document.createTextNode(this.slide_name(i));
      a.appendChild(name);
      a.onclick = w3c_slidy.toc_click;
      a.onkeydown = w3c_slidy.toc_key_down;
      a.previous = previous;

      if (previous)
        previous.next = a;

      toc.appendChild(a);

      if (i == 0)
        toc.first = a;

      if (i < this.slides.length - 1)
      {
        var br = this.create_element("br");
        toc.appendChild(br);
      }

      previous = a;
    }

    toc.focus = function () {
      if (this.first)
        this.first.focus();
    }

    toc.onmouseup = w3c_slidy.mouse_button_up;

    toc.onclick = function (e) {
      e||(e=window.event);

      if (w3c_slidy.selected_text_len <= 0)
         w3c_slidy.hide_table_of_contents(true);

      w3c_slidy.stop_propagation(e);
    
      if (e.cancel != undefined)
        e.cancel = true;
      
      if (e.returnValue != undefined)
        e.returnValue = false;
      
      return false;
    };

    document.body.insertBefore(toc, document.body.firstChild);
    return toc;
  },

  is_shown_toc: function () {
    return !w3c_slidy.has_class(w3c_slidy.toc, "hidden");
  },

  show_table_of_contents: function () {
    w3c_slidy.remove_class(w3c_slidy.toc, "hidden");
    var toc = w3c_slidy.toc;
    toc.focus();

    if (w3c_slidy.ie7 && w3c_slidy.slide_number == 0)
      setTimeout(w3c_slidy.ie_hack, 100);
  },

  hide_table_of_contents: function (focus) {
    w3c_slidy.add_class(w3c_slidy.toc, "hidden");

    if (focus && !w3c_slidy.opera &&
        !w3c_slidy.has_class(w3c_slidy.toc, "hidden"))
      w3c_slidy.set_focus();
  },

  toggle_table_of_contents: function () {
    if (w3c_slidy.is_shown_toc())
      w3c_slidy.hide_table_of_contents(true);
    else
      w3c_slidy.show_table_of_contents();
  },

  // called on clicking toc entry
  toc_click: function (e) {
    if (!e)
      e = window.event;

    var target = w3c_slidy.get_target(e);

    if (target && target.nodeType == 1)
    {
      var uri = target.getAttribute("href");

      if (uri)
      {
        //alert("going to " + uri);
        var slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.hide_slide(slide);
        w3c_slidy.slide_number = w3c_slidy.find_slide_number(uri);
        slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.last_shown = null;
        w3c_slidy.set_location();
        w3c_slidy.set_visibility_all_incremental("hidden");
        w3c_slidy.set_eos_status(!w3c_slidy.next_incremental_item(w3c_slidy.last_shown));
        w3c_slidy.show_slide(slide);
        //target.focus();

        try
        {
          if (!w3c_slidy.opera)
            w3c_slidy.set_focus();
        }
        catch (e)
        {
        }
      }
    }

    w3c_slidy.hide_table_of_contents(true);
    if (w3c_slidy.ie7) w3c_slidy.ie_hack();
    w3c_slidy.stop_propagation(e);
    return w3c_slidy.cancel(e);
  },

  // called onkeydown for toc entry
  toc_key_down: function (event) {
    var key;

    if (!event)
      var event = window.event;

    // kludge around NS/IE differences 
    if (window.event)
      key = window.event.keyCode;
    else if (event.which)
      key = event.which;
    else
      return true; // Yikes! unknown browser

    // ignore event if key value is zero
    // as for alt on Opera and Konqueror
    if (!key)
      return true;

    // check for concurrent control/command/alt key
    // but are these only present on mouse events?

    if (event.ctrlKey || event.altKey)
      return true;

    if (key == 13)
    {
      var uri = this.getAttribute("href");

      if (uri)
      {
        //alert("going to " + uri);
       var slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.hide_slide(slide);
        w3c_slidy.slide_number = w3c_slidy.find_slide_number(uri);
        slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.last_shown = null;
        w3c_slidy.set_location();
        w3c_slidy.set_visibility_all_incremental("hidden");
        w3c_slidy.set_eos_status(!w3c_slidy.next_incremental_item(w3c_slidy.last_shown));
        w3c_slidy.show_slide(slide);
        //target.focus();

        try
        {
          if (!w3c_slidy.opera)
            w3c_slidy.set_focus();
        }
        catch (e)
        {
        }
      }

      w3c_slidy.hide_table_of_contents(true);

      if (self.ie7)
       w3c_slidy.ie_hack();

      return w3c_slidy.cancel(event);
    }

    if (key == 40 && this.next)
    {
      this.next.focus();
      return w3c_slidy.cancel(event);
    }

    if (key == 38 && this.previous)
    {
      this.previous.focus();
      return w3c_slidy.cancel(event);
    }

    return true;
  },

  touchstart: function (e)
  {
    // a double touch often starts with a
    // single touch due to fingers touching
    // down at slightly different times
    // thus avoid calling preventDefault here
    this.prev_tap = this.last_tap;
    this.last_tap = (new Date).getTime();

    var tap_delay = this.last_tap - this.prev_tap;

    if (tap_delay <= 200)
    {
      // double tap
    }

    var touch = e.touches[0];

    this.pageX = touch.pageX;
    this.pageY = touch.pageY;
    this.screenX = touch.screenX;
    this.screenY = touch.screenY;
    this.clientX = touch.clientX;
    this.clientY = touch.clientY;

    this.delta_x = this.delta_y = 0;
  },

  touchmove: function (e)
  {
    // override native gestures for single touch
    if (e.touches.length > 1)
      return;

    e.preventDefault();
    var touch = e.touches[0];
    this.delta_x = touch.pageX - this.pageX;
    this.delta_y = touch.pageY - this.pageY;
  },

  touchend: function (e)
  {
    // default behavior for multi-touch
    if (e.touches.length > 1)
      return;

    var delay = (new Date).getTime() - this.last_tap;
    var dx = this.delta_x;
    var dy = this.delta_y;
    var abs_dx = Math.abs(dx);
    var abs_dy = Math.abs(dy);

    if (delay < 500 && (abs_dx > 100 || abs_dy > 100))
    {
      if (abs_dx > 0.5 * abs_dy)
      {
        e.preventDefault();

        if (dx < 0)
          w3c_slidy.next_slide(true);
        else
          w3c_slidy.previous_slide(true);
      }
      else if (abs_dy > 2 * abs_dx)
      {
        e.preventDefault();
        w3c_slidy.toggle_table_of_contents();
      }
    }
  },

  // ### OBSOLETE ###
  before_print: function () {
    this.show_all_slides();
    this.hide_toolbar();
    alert("before print");
  },

  // ### OBSOLETE ###
  after_print: function () {
    if (!this.view_all)
    {
      this.single_slide_view();
      this.show_toolbar();
    }
    alert("after print");
  },

  // ### OBSOLETE ###
  print_slides: function () {
    this.before_print();
    window.print();
    this.after_print();
  },

  // ### OBSOLETE ?? ###
  toggle_view: function () {
    if (this.view_all)
    {
      this.single_slide_view();
      this.show_toolbar();
      this.view_all = 0;
    }
    else
    {
      this.show_all_slides();
      this.hide_toolbar();
      this.view_all = 1;
    }
  },

  // prepare for printing  ### OBSOLETE ###
  show_all_slides: function () {
    this.remove_class(document.body, "single_slide");
    this.set_visibility_all_incremental("visible");
  },

  // restore after printing  ### OBSOLETE ###
  single_slide_view: function () {
    this.add_class(document.body, "single_slide");
    this.set_visibility_all_incremental("visible");
    this.last_shown = this.previous_incremental_item(null);
  },

  // suppress IE's image toolbar pop up
  hide_image_toolbar: function () {
    if (!this.ns_pos)
    {
      var images = document.getElementsByTagName("IMG");

      for (var i = 0; i < images.length; ++i)
        images[i].setAttribute("galleryimg", "no");
    }
  },

  unloaded: function (e) {
    //alert("unloaded");
  },

  // Safari and Konqueror don't yet support getComputedStyle()
  // and they always reload page when location.href is updated
  is_KHTML: function () {
    var agent = navigator.userAgent;
    return (agent.indexOf("KHTML") >= 0 ? true : false);
  },

  // find slide name from first h1 element
  // default to document title + slide number
  slide_name: function (index) {
    var name = null;
    var slide = this.slides[index];

    var heading = this.find_heading(slide);

    if (heading)
      name = this.extract_text(heading);

    if (!name)
      name = this.title + "(" + (index + 1) + ")";

    name.replace(/\&/g, "&amp;");
    name.replace(/\</g, "&lt;");
    name.replace(/\>/g, "&gt;");

    return name;
  },

  // find first h1 element in DOM tree
  find_heading: function (node) {
    if (!node || node.nodeType != 1)
      return null;

    if (node.nodeName == "H1" || node.nodeName == "h1")
      return node;

    var child = node.firstChild;

    while (child)
    {
      node = this.find_heading(child);

      if (node)
        return node;

      child = child.nextSibling;
    }

    return null;
  },

  // recursively extract text from DOM tree
  extract_text: function (node) {
    if (!node)
      return "";

    // text nodes
    if (node.nodeType == 3)
      return node.nodeValue;

    // elements
    if (node.nodeType == 1)
    {
      node = node.firstChild;
      var text = "";

      while (node)
      {
        text = text + this.extract_text(node);
        node = node.nextSibling;
      }

      return text;
    }

    return "";
  },

  // find copyright text from meta element
  find_copyright: function () {
    var name, content;
    var meta = document.getElementsByTagName("meta");

    for (var i = 0; i < meta.length; ++i)
    {
      name = meta[i].getAttribute("name");
      content = meta[i].getAttribute("content");

      if (name == "copyright")
        return content;
    }

    return null;
  },

  find_size_adjust: function () {
    var name, content, offset;
    var meta = document.getElementsByTagName("meta");

    for (var i = 0; i < meta.length; ++i)
    {
      name = meta[i].getAttribute("name");
      content = meta[i].getAttribute("content");

      if (name == "font-size-adjustment")
        return 1 * content;
    }

    return 1;
  },

  // <meta name="duration" content="20" />  for 20 minutes
  find_duration: function () {
    var name, content, offset;
    var meta = document.getElementsByTagName("meta");

    for (var i = 0; i < meta.length; ++i)
    {
      name = meta[i].getAttribute("name");
      content = meta[i].getAttribute("content");

      if (name == "duration")
        return 60000 * content;
    }

    return null;
  },

  replace_by_non_breaking_space: function (str) {
    for (var i = 0; i < str.length; ++i)
      str[i] = 160;
  },

  // ### CHECK ME ### is use of "li" okay for text/html?
  // for XHTML do we also need to specify namespace?
  init_outliner: function () {
    var items = document.getElementsByTagName("li");

    for (var i = 0; i < items.length; ++i)
    {
      var target = items[i];

      if (!this.has_class(target.parentNode, "outline"))
        continue;

      target.onclick = this.outline_click;
/* ### more work needed for IE6
      if (!this.ns_pos)
      {
        target.onmouseover = this.hover_outline;
        target.onmouseout = this.unhover_outline;
      }
*/
      if (this.foldable(target))
      {
        target.foldable = true;
        target.onfocus = function () {w3c_slidy.outline = this;};
        target.onblur = function () {w3c_slidy.outline = null;};

        if (!target.getAttribute("tabindex"))
          target.setAttribute("tabindex", "0");

        if (this.has_class(target, "expand"))
          this.unfold(target);
        else
          this.fold(target);
      }
      else
      {
        this.add_class(target, "nofold");
        target.visible = true;
        target.foldable = false;
      }
    }
  },

  foldable: function (item) {
    if (!item || item.nodeType != 1)
      return false;

    var node = item.firstChild;

    while (node)
    {
      if (node.nodeType == 1 && this.is_block(node))
        return true;

      node = node.nextSibling;
    }

    return false;
  },

  // ### CHECK ME ### switch to add/remove "hidden" class
  fold: function (item) {
    if (item)
    {
      this.remove_class(item, "unfolded");
      this.add_class(item, "folded");
    }

    var node = item ? item.firstChild : null;

    while (node)
    {
      if (node.nodeType == 1 && this.is_block(node)) // element
      {
         w3c_slidy.add_class(node, "hidden");
      }

      node = node.nextSibling;
    }

    item.visible = false;
  },

  // ### CHECK ME ### switch to add/remove "hidden" class
  unfold: function (item) {
    if (item)
    {
      this.add_class(item, "unfolded");
      this.remove_class(item, "folded");
    }

    var node = item ? item.firstChild : null;

    while (node)
    {
      if (node.nodeType == 1 && this.is_block(node)) // element
      {
        w3c_slidy.remove_class(node, "hidden");
      }

      node = node.nextSibling;
    }

    item.visible = true;
  },

  outline_click: function (e) {
    if (!e)
      e = window.event;

    var rightclick = false;
    var target = w3c_slidy.get_target(e);

    while (target && target.visible == undefined)
      target = target.parentNode;

    if (!target)
      return true;

    if (e.which)
      rightclick = (e.which == 3);
    else if (e.button)
      rightclick = (e.button == 2);

    if (!rightclick && target.visible != undefined)
    {
      if (target.foldable)
      {
        if (target.visible)
          w3c_slidy.fold(target);
        else
          w3c_slidy.unfold(target);
      }

      w3c_slidy.stop_propagation(e);
      e.cancel = true;
      e.returnValue = false;
    }

    return false;
  },

  add_initial_prompt: function () {
    var prompt = this.create_element("div");
    prompt.setAttribute("class", "initial_prompt");

    var p1 = this.create_element("p");
    prompt.appendChild(p1);
    p1.setAttribute("class", "help");

    if (this.keyboardless)
      p1.innerHTML = "swipe left to move to next slide";
    else
      p1.innerHTML = "Space, Right Arrow or swipe left to move to " +
                     "next slide, click help below for more details";

    this.add_listener(prompt, "click", function (e) {
      document.body.removeChild(prompt);
      w3c_slidy.stop_propagation(e);
    
      if (e.cancel != undefined)
        e.cancel = true;
      
      if (e.returnValue != undefined)
        e.returnValue = false;
      
      return false;
    });

    document.body.appendChild(prompt);
    this.initial_prompt = prompt;
    setTimeout(function() {document.body.removeChild(prompt);}, 5000);
  },

  add_toolbar: function () {
    var counter, page;

     this.toolbar = this.create_element("div");
     this.toolbar.setAttribute("class", "toolbar");

     // a reasonably behaved browser
     if (this.ns_pos || !this.ie6)
     {
       var right = this.create_element("div");
       right.setAttribute("style", "float: right; text-align: right");

       counter = this.create_element("span")
       counter.innerHTML = this.localize("slide") + " n/m";
       right.appendChild(counter);
       this.toolbar.appendChild(right);

       var left = this.create_element("div");
       left.setAttribute("style", "text-align: left");

       // global end of slide indicator
       this.eos = this.create_element("span");
       this.eos.innerHTML = "* ";
       left.appendChild(this.eos);

       var help = this.create_element("a");
       help.setAttribute("href", this.help_page);
       help.setAttribute("title", this.localize(this.help_text));
       help.innerHTML = this.localize("help?");
       left.appendChild(help);
       help.style.display="none"; 
       this.help_anchor = help;  // save for focus hack

       var gap1 = document.createTextNode(" ");
       left.appendChild(gap1);

       var contents = this.create_element("a");
       contents.setAttribute("href", "javascript:w3c_slidy.toggle_table_of_contents()");
       contents.setAttribute("title", this.localize("table of contents"));
       contents.innerHTML = this.localize("Contents");
       left.appendChild(contents);

       var gap2 = document.createTextNode(" ");
       left.appendChild(gap2);

       var copyright = this.find_copyright();

       if (copyright)
       {
         var span = this.create_element("span");
         span.className = "copyright";
         span.innerHTML = copyright;
         left.appendChild(span);
       }

       this.toolbar.setAttribute("tabindex", "0");
       this.toolbar.appendChild(left);
     }
     else // IE6 so need to work around its poor CSS support
     {
       this.toolbar.style.position = (this.ie7 ? "fixed" : "absolute");
       this.toolbar.style.zIndex = "200";
       this.toolbar.style.width = "99.9%";
       this.toolbar.style.height = "1.2em";
       this.toolbar.style.top = "auto";
       this.toolbar.style.bottom = "0";
       this.toolbar.style.left = "0";
       this.toolbar.style.right = "0";
       this.toolbar.style.textAlign = "left";
       this.toolbar.style.fontSize = "60%";
       this.toolbar.style.color = "red";
       this.toolbar.borderWidth = 0;
       this.toolbar.className = "toolbar";
       this.toolbar.style.background = "rgb(240,240,240)";

       // would like to have help text left aligned
       // and page counter right aligned, floating
       // div's don't work, so instead use nested
       // absolutely positioned div's.

       var sp = this.create_element("span");
       sp.innerHTML = "&nbsp;&nbsp;*&nbsp;";
       this.toolbar.appendChild(sp);
       this.eos = sp;  // end of slide indicator

       var help = this.create_element("a");
       help.setAttribute("href", this.help_page);
       help.setAttribute("title", this.localize(this.help_text));
       help.innerHTML = this.localize("help?");
       this.toolbar.appendChild(help);
       this.help_anchor = help;  // save for focus hack

       var gap1 = document.createTextNode(" ");
       this.toolbar.appendChild(gap1);

       var contents = this.create_element("a");
       contents.setAttribute("href", "javascript:toggleTableOfContents()");
       contents.setAttribute("title", this.localize("table of contents".localize));
       contents.innerHTML = this.localize("contents?");
       this.toolbar.appendChild(contents);

       var gap2 = document.createTextNode(" ");
       this.toolbar.appendChild(gap2);

       var copyright = this.find_copyright();

       if (copyright)
       {
         var span = this.create_element("span");
         span.innerHTML = copyright;
         span.style.color = "black";
         span.style.marginLeft = "0.5em";
         this.toolbar.appendChild(span);
       }

       counter = this.create_element("div")
       counter.style.position = "absolute";
       counter.style.width = "auto"; //"20%";
       counter.style.height = "1.2em";
       counter.style.top = "auto";
       counter.style.bottom = 0;
       counter.style.right = "0";
       counter.style.textAlign = "right";
       counter.style.color = "red";
       counter.style.background = "rgb(240,240,240)";

       counter.innerHTML = this.localize("slide") + " n/m";
       this.toolbar.appendChild(counter);
     }

     // ensure that click isn't passed through to the page
     this.toolbar.onclick =
         function (e) {
           if (!e)
             e = window.event;

           var target = e.target;

           if (!target && e.srcElement)
             target = e.srcElement;

           // work around Safari bug
           if (target && target.nodeType == 3)
             target = target.parentNode;

           w3c_slidy.stop_propagation(e);

           if (target && target.nodeName.toLowerCase() != "a")
             w3c_slidy.mouse_button_click(e);
         };

     this.slide_number_element = counter;
     this.set_eos_status(false);
     document.body.appendChild(this.toolbar);
  },

  // wysiwyg editors make it hard to use div elements
  // e.g. amaya loses the div when you copy and paste
  // this function wraps div elements around implicit
  // slides which start with an h1 element and continue
  // up to the next heading or div element
  wrap_implicit_slides: function () {
    var i, heading, node, next, div;
    var headings = document.getElementsByTagName("h1");

    if (!headings)
      return;

    for (i = 0; i < headings.length; ++i)
    {
      heading = headings[i];

      if (heading.parentNode != document.body)
        continue;

      node = heading.nextSibling;

      div = document.createElement("div");
      this.add_class(div, "slide");
      document.body.replaceChild(div, heading);
      div.appendChild(heading);

      while (node)
      {
        if (node.nodeType == 1) // an element
        {
           if (node.nodeName == "H1" || node.nodeName == "h1")
             break;

           if (node.nodeName == "DIV" || node.nodeName == "div")
           {
             if (this.has_class(node, "slide"))
               break;

             if (this.has_class(node, "handout"))
               break;
           }
        }

        next = node.nextSibling;
        node = document.body.removeChild(node);
        div.appendChild(node);
        node = next;
      } 
    }
  },

  attach_touch_handers: function(slides)
  {
    var i, slide;

    for (i = 0; i < slides.length; ++i)
    {
      slide = slides[i];
      this.add_listener(slide, "touchstart", this.touchstart);
      this.add_listener(slide, "touchmove", this.touchmove);
      this.add_listener(slide, "touchend", this.touchend);
    }
  },

// return new array of all slides
  collect_slides: function () {
    var slides = new Array();
    var divs = document.body.getElementsByTagName("div");

    for (var i = 0; i < divs.length; ++i)
    {
      div = divs.item(i);

      if (this.has_class(div, "slide"))
      {
        // add slide to collection
        slides[slides.length] = div;

        // hide each slide as it is found
        this.add_class(div, "hidden");

        // add dummy <br/> at end for scrolling hack
        var node1 = document.createElement("br");
        div.appendChild(node1);
        var node2 = document.createElement("br");
        div.appendChild(node2);
      }
      else if (this.has_class(div, "background"))
      {  // work around for Firefox SVG reload bug
        // which otherwise replaces 1st SVG graphic with 2nd
        div.style.display = "block";
      }
    }

    this.slides = slides;
  },

  // return new array of all <div class="handout">
  collect_notes: function () {
    var notes = new Array();
    var divs = document.body.getElementsByTagName("div");

    for (var i = 0; i < divs.length; ++i)
    {
      div = divs.item(i);

      if (this.has_class(div, "handout"))
      {
        // add note to collection
        notes[notes.length] = div;

        // and hide it
        this.add_class(div, "hidden");
      }
    }

    this.notes = notes;
  },

  // return new array of all <div class="background">
  // including named backgrounds e.g. class="background titlepage"
  collect_backgrounds: function () {
    var backgrounds = new Array();
    var divs = document.body.getElementsByTagName("div");

    for (var i = 0; i < divs.length; ++i)
    {
      div = divs.item(i);

      if (this.has_class(div, "background"))
      {
        // add background to collection
        backgrounds[backgrounds.length] = div;

        // and hide it
        this.add_class(div, "hidden");
      }
    }

    this.backgrounds = backgrounds;
  },

  // set click handlers on all anchors
  patch_anchors: function () {
    var self = w3c_slidy;
    var handler = function (event) {
      // compare this.href with location.href
      // for link to another slide in this doc

      if (self.page_address(this.href) == self.page_address(location.href))
      {
        // yes, so find new slide number
        var newslidenum = self.find_slide_number(this.href);

        if (newslidenum != self.slide_number)
        {
          var slide = self.slides[self.slide_number];
          self.hide_slide(slide);
          self.slide_number = newslidenum;
          slide = self.slides[self.slide_number];
          self.show_slide(slide);
          self.set_location();
        }
      }
      else
        w3c_slidy.stop_propagation(event);

//      else if (this.target == null)
//        location.href = this.href;

      this.blur();
      self.disable_slide_click = true;
    };

    var anchors = document.body.getElementsByTagName("a");

    for (var i = 0; i < anchors.length; ++i)
    {
      if (window.addEventListener)
        anchors[i].addEventListener("click", handler, false);
      else
        anchors[i].attachEvent("onclick", handler);
    }
  },

  // ### CHECK ME ### see which functions are invoked via setTimeout
  // either directly or indirectly for use of w3c_slidy vs this
  show_slide_number: function () {
    var timer = w3c_slidy.get_timer();
    w3c_slidy.slide_number_element.innerHTML = timer + w3c_slidy.localize("slide") + " " +
           (w3c_slidy.slide_number + 1) + "/" + w3c_slidy.slides.length;
  },

  // every 200mS check if the location has been changed as a
  // result of the user activating the Back button/menu item
  // doesn't work for Opera < 9.5
  check_location: function () {
    var hash = location.hash;

    if (w3c_slidy.slide_number > 0 && (hash == "" || hash == "#"))
      w3c_slidy.goto_slide(0);
    else if (hash.length > 2 && hash != "#("+(w3c_slidy.slide_number+1)+")")
    {
      var num = parseInt(location.hash.substr(2));

      if (!isNaN(num))
        w3c_slidy.goto_slide(num-1);
    }

    if (w3c_slidy.time_left && w3c_slidy.slide_number > 0)
    {
      w3c_slidy.show_slide_number();

      if (w3c_slidy.time_left > 0)
        w3c_slidy.time_left -= 200;
    } 
  },

  get_timer: function () {
    var timer = "";
    if (w3c_slidy.time_left)
    {
      var mins, secs;
      secs = Math.floor(w3c_slidy.time_left/1000);
      mins = Math.floor(secs / 60);
      secs = secs % 60;
      timer = (mins ? mins+"m" : "") + secs + "s ";
    }

    return timer;
  },

  // this doesn't push location onto history stack for IE
  // for which a hidden iframe hack is needed: load page into
  // the iframe with script that set's parent's location.hash
  // but that won't work for standalone use unless we can
  // create the page dynamically via a javascript: URL
  // ### use history.pushState if available
  set_location: function () {
     var uri = w3c_slidy.page_address(location.href);
     var hash = "#(" + (w3c_slidy.slide_number+1) + ")";

     if (w3c_slidy.slide_number >= 0)
       uri = uri + hash;

     if (typeof(history.pushState) != "undefined" && location.protocol !== "file:")
     {
       document.title = w3c_slidy.title + " (" + (w3c_slidy.slide_number+1) + ")";
       history.pushState(0, document.title, hash);
       w3c_slidy.show_slide_number();
       w3c_slidy.notify_observers();
       return;
     }

     if (w3c_slidy.ie && (w3c_slidy.ie6 || w3c_slidy.ie7))
       w3c_slidy.push_hash(hash);

     if (uri != location.href) // && !khtml
        location.href = uri;

     if (this.khtml)
        hash = "(" + (w3c_slidy.slide_number+1) + ")";

     if (!this.ie && location.hash != hash && location.hash != "")
       location.hash = hash;

     document.title = w3c_slidy.title + " (" + (w3c_slidy.slide_number+1) + ")";
     w3c_slidy.show_slide_number();
     w3c_slidy.notify_observers();
  },

  notify_observers: function ()
  {
    var slide = this.slides[this.slide_number];

    for (var i = 0; i < this.observers.length; ++i)
      this.observers[i](this.slide_number+1, this.find_heading(slide).innerText, location.href);
  },

  add_observer: function (observer)
  {
    for (var i = 0; i < this.observers.length; ++i)
    {
      if (observer == this.observers[i])
        return;
    }

    this.observers.push(observer);
  },

  remove_observer: function (o)
  {
    for (var i = 0; i < this.observers.length; ++i)
    {
      if (observer == this.observers[i])
      {
        this.observers.splice(i,1);
        break;
      }
    }
  },

  page_address: function (uri) {
    var i = uri.indexOf("#");

    if (i < 0)
      i = uri.indexOf("%23");

    // check if anchor is entire page

    if (i < 0)
      return uri;  // yes

    return uri.substr(0, i);
  },

  // only used for IE6 and IE7
  on_frame_loaded: function (hash) {
    location.hash = hash;
    var uri = w3c_slidy.page_address(location.href);
    location.href = uri + hash;
  },

  // history hack with thanks to Bertrand Le Roy
  push_hash: function (hash) {
    if (hash == "") hash = "#(1)";
      window.location.hash = hash;

    var doc = document.getElementById("historyFrame").contentWindow.document;
    doc.open("javascript:'<html></html>'");
    doc.write("<html><head><script type=\"text/javascript\">window.parent.w3c_slidy.on_frame_loaded('"+
      (hash) + "');</script></head><body>hello mum</body></html>");
      doc.close();
  },

  // find current slide based upon location
  // first find target anchor and then look
  // for associated div element enclosing it
  // finally map that to slide number
  find_slide_number: function (uri) {
    // first get anchor from page location

    var i = uri.indexOf("#");

    // check if anchor is entire page
    if (i < 0)
      return 0;  // yes

    var anchor = unescape(uri.substr(i+1));

    // now use anchor as XML ID to find target
    var target = document.getElementById(anchor);

    if (!target)
    {
      // does anchor look like "(2)" for slide 2 ??
      // where first slide is (1)
      var re = /\((\d)+\)/;

      if (anchor.match(re))
      {
        var num = parseInt(anchor.substring(1, anchor.length-1));

        if (num > this.slides.length)
          num = 1;

        if (--num < 0)
          num = 0;

        return num;
      }

      // accept [2] for backwards compatibility
      re = /\[(\d)+\]/;

      if (anchor.match(re))
      {
         var num = parseInt(anchor.substring(1, anchor.length-1));

         if (num > this.slides.length)
            num = 1;

         if (--num < 0)
            num = 0;

         return num;
      }

      // oh dear unknown anchor
      return 0;
    }

    // search for enclosing slide

    while (true)
    {
      // browser coerces html elements to uppercase!
      if (target.nodeName.toLowerCase() == "div" &&
            this.has_class(target, "slide"))
      {
        // found the slide element
        break;
      }

      // otherwise try parent element if any

      target = target.parentNode;

      if (!target)
      {
        return 0;   // no luck!
      }
    };

    for (i = 0; i < slides.length; ++i)
    {
      if (slides[i] == target)
        return i;  // success
    }

    // oh dear still no luck
    return 0;
  },

  previous_slide: function (incremental) {
    if (!w3c_slidy.view_all)
    {
      var slide;

      if ((incremental || w3c_slidy.slide_number == 0) && w3c_slidy.last_shown != null)
      {
        w3c_slidy.last_shown = w3c_slidy.hide_previous_item(w3c_slidy.last_shown);
        w3c_slidy.set_eos_status(false);
      }
      else if (w3c_slidy.slide_number > 0)
      {
        slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.hide_slide(slide);

        w3c_slidy.slide_number = w3c_slidy.slide_number - 1;
        slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.set_visibility_all_incremental("visible");
        w3c_slidy.last_shown = w3c_slidy.previous_incremental_item(null);
        w3c_slidy.set_eos_status(true);
        w3c_slidy.show_slide(slide);
      }

      w3c_slidy.set_location();

      if (!w3c_slidy.ns_pos)
        w3c_slidy.refresh_toolbar(200);
    }
  },

  next_slide: function (incremental) {
    if (!w3c_slidy.view_all)
    {
      var slide, last = w3c_slidy.last_shown;

      if (incremental || w3c_slidy.slide_number == w3c_slidy.slides.length - 1)
         w3c_slidy.last_shown = w3c_slidy.reveal_next_item(w3c_slidy.last_shown);

      if ((!incremental || w3c_slidy.last_shown == null) &&
             w3c_slidy.slide_number < w3c_slidy.slides.length - 1)
      {
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.hide_slide(slide);

         w3c_slidy.slide_number = w3c_slidy.slide_number + 1;
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.last_shown = null;
         w3c_slidy.set_visibility_all_incremental("hidden");
         w3c_slidy.show_slide(slide);
      }
      else if (!w3c_slidy.last_shown)
      {
         if (last && incremental)
           w3c_slidy.last_shown = last;
      }

      w3c_slidy.set_location();

      w3c_slidy.set_eos_status(!w3c_slidy.next_incremental_item(w3c_slidy.last_shown));

      if (!w3c_slidy.ns_pos)
         w3c_slidy.refresh_toolbar(200);
     }
  },

  // to first slide with nothing revealed
  // i.e. state at start of presentation
  first_slide: function () {
     if (!w3c_slidy.view_all)
     {
       var slide;

       if (w3c_slidy.slide_number != 0)
       {
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.hide_slide(slide);

         w3c_slidy.slide_number = 0;
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.last_shown = null;
         w3c_slidy.set_visibility_all_incremental("hidden");
         w3c_slidy.show_slide(slide);
       }

       w3c_slidy.set_eos_status(
         !w3c_slidy.next_incremental_item(w3c_slidy.last_shown));
       w3c_slidy.set_location();
     }
  },

  // goto last slide with everything revealed
  // i.e. state at end of presentation
  last_slide: function () {
    if (!w3c_slidy.view_all)
    {
      var slide;

      w3c_slidy.last_shown = null; //revealNextItem(lastShown);

      if (w3c_slidy.last_shown == null &&
          w3c_slidy.slide_number < w3c_slidy.slides.length - 1)
      {
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.hide_slide(slide);
         w3c_slidy.slide_number = w3c_slidy.slides.length - 1;
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.set_visibility_all_incremental("visible");
         w3c_slidy.last_shown = w3c_slidy.previous_incremental_item(null);

         w3c_slidy.show_slide(slide);
      }
      else
      {
         w3c_slidy.set_visibility_all_incremental("visible");
         w3c_slidy.last_shown = w3c_slidy.previous_incremental_item(null);
      }

      w3c_slidy.set_eos_status(true);
      w3c_slidy.set_location();
    }
  },


  // ### check this and consider add/remove class
  set_eos_status: function (state) {
    if (this.eos)
      this.eos.style.color = (state ? "rgb(240,240,240)" : "red");
  },

  // first slide is 0
  goto_slide: function (num) {
    //alert("going to slide " + (num+1));
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];
    w3c_slidy.hide_slide(slide);
    w3c_slidy.slide_number = num;
    slide = w3c_slidy.slides[w3c_slidy.slide_number];
    w3c_slidy.last_shown = null;
    w3c_slidy.set_visibility_all_incremental("hidden");
    w3c_slidy.set_eos_status(!w3c_slidy.next_incremental_item(w3c_slidy.last_shown));
    document.title = w3c_slidy.title + " (" + (w3c_slidy.slide_number+1) + ")";
    w3c_slidy.show_slide(slide);
    w3c_slidy.show_slide_number();
  },


  show_slide: function (slide) {
    this.sync_background(slide);
    this.remove_class(slide, "hidden");

    // work around IE9 object rendering bug
    setTimeout("window.scrollTo(0,0);", 1);
  },

  hide_slide: function (slide) {
    this.add_class(slide, "hidden");
  },

  set_focus: function (element)
  {
    if (element)
      element.focus();
    else
    {
      w3c_slidy.help_anchor.focus();

      setTimeout(function() {
        w3c_slidy.help_anchor.blur();
      }, 1);
    }
  },

  // show just the backgrounds pertinent to this slide
  // when slide background-color is transparent
  // this should now work with rgba color values
  sync_background: function (slide) {
    var background;
    var bgColor;

    if (slide.currentStyle)
      bgColor = slide.currentStyle["backgroundColor"];
    else if (document.defaultView)
    {
      var styles = document.defaultView.getComputedStyle(slide,null);

      if (styles)
        bgColor = styles.getPropertyValue("background-color");
      else // broken implementation probably due Safari or Konqueror
      {
        //alert("defective implementation of getComputedStyle()");
        bgColor = "transparent";
      }
    }
    else
      bgColor == "transparent";

    if (bgColor == "transparent" ||
        bgColor.indexOf("rgba") >= 0 ||
        bgColor.indexOf("opacity") >= 0)
    {
      var slideClass = this.get_class_list(slide);

      for (var i = 0; i < this.backgrounds.length; i++)
      {
        background = this.backgrounds[i];

        var bgClass = this.get_class_list(background);

        if (this.matching_background(slideClass, bgClass))
          this.remove_class(background, "hidden");
        else
          this.add_class(background, "hidden");
      }
    }
    else // forcibly hide all backgrounds
      this.hide_backgrounds();
  },

  hide_backgrounds: function () {
    for (var i = 0; i < this.backgrounds.length; i++)
    {
      background = this.backgrounds[i];
      this.add_class(background, "hidden");
    }
  },

  // compare classes for slide and background
  matching_background: function (slideClass, bgClass) {
    var i, count, pattern, result;

    // define pattern as regular expression
    pattern = /\w+/g;

    // check background class names
    result = bgClass.match(pattern);

    for (i = count = 0; i < result.length; i++)
    {
      if (result[i] == "hidden")
        continue;

      if (result[i] == "background")
	continue;

      ++count;
    }

    if (count == 0)  // default match
      return true;

    // check for matches and place result in array
    result = slideClass.match(pattern);

    // now check if desired name is present for background
    for (i = count = 0; i < result.length; i++)
    {
      if (result[i] == "hidden")
        continue;

      if (this.has_token(bgClass, result[i]))
        return true;
    }

    return false;
  },

  resized: function () {
     var width = 0;

     if ( typeof( window.innerWidth ) == 'number' )
       width = window.innerWidth;  // Non IE browser
     else if (document.documentElement && document.documentElement.clientWidth)
       width = document.documentElement.clientWidth;  // IE6
     else if (document.body && document.body.clientWidth)
       width = document.body.clientWidth; // IE4

     var height = 0;

     if ( typeof( window.innerHeight ) == 'number' )
       height = window.innerHeight;  // Non IE browser
     else if (document.documentElement && document.documentElement.clientHeight)
       height = document.documentElement.clientHeight;  // IE6
     else if (document.body && document.body.clientHeight)
       height = document.body.clientHeight; // IE4

     if (height && (width/height > 1.05*1024/768))
     {
       width = height * 1024.0/768;
     }

     // IE fires onresize even when only font size is changed!
     // so we do a check to avoid blocking < and > actions
     if (width != w3c_slidy.last_width || height != w3c_slidy.last_height)
     {
       if (width >= 1100)
         w3c_slidy.size_index = 5;    // 4
       else if (width >= 1000)
         w3c_slidy.size_index = 4;    // 3
       else if (width >= 800)
         w3c_slidy.size_index = 3;    // 2
       else if (width >= 600)
         w3c_slidy.size_index = 2;    // 1
       else if (width)
         w3c_slidy.size_index = 0;

       // add in font size adjustment from meta element e.g.
       // <meta name="font-size-adjustment" content="-2" />
       // useful when slides have too much content ;-)

       if (0 <= w3c_slidy.size_index + w3c_slidy.size_adjustment &&
             w3c_slidy.size_index + w3c_slidy.size_adjustment < w3c_slidy.sizes.length)
         w3c_slidy.size_index = w3c_slidy.size_index + w3c_slidy.size_adjustment;

       // enables cross browser use of relative width/height
       // on object elements for use with SVG and Flash media
       w3c_slidy.adjust_object_dimensions(width, height);

       if (document.body.style.fontSize != w3c_slidy.sizes[w3c_slidy.size_index])
       {
         document.body.style.fontSize = w3c_slidy.sizes[w3c_slidy.size_index];
       }

       w3c_slidy.last_width = width;
       w3c_slidy.last_height = height;

       // force reflow to work around Mozilla bug
       if (w3c_slidy.ns_pos)
       {
         var slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.hide_slide(slide);
         w3c_slidy.show_slide(slide);
       }

       // force correct positioning of toolbar
       w3c_slidy.refresh_toolbar(200);
     }
  },

  scrolled: function () {
    if (w3c_slidy.toolbar && !w3c_slidy.ns_pos && !w3c_slidy.ie7)
    {
      w3c_slidy.hack_offset = w3c_slidy.scroll_x_offset();
      // hide toolbar
      w3c_slidy.toolbar.style.display = "none";

      // make it reappear later
      if (w3c_slidy.scrollhack == 0 && !w3c_slidy.view_all)
      {
        setTimeout(function () {w3c_slidy.show_toolbar(); }, 1000);
        w3c_slidy.scrollhack = 1;
      }
    }
  },

  hide_toolbar: function () {
    w3c_slidy.add_class(w3c_slidy.toolbar, "hidden");
    window.focus();
  },

  // used to ensure IE refreshes toolbar in correct position
  refresh_toolbar: function (interval) {
    if (!w3c_slidy.ns_pos && !w3c_slidy.ie7)
    {
      w3c_slidy.hide_toolbar();
      setTimeout(function () {w3c_slidy.show_toolbar();}, interval);
    }
  },

  // restores toolbar after short delay
  show_toolbar: function () {
    if (w3c_slidy.want_toolbar)
    {
      w3c_slidy.toolbar.style.display = "block";

      if (!w3c_slidy.ns_pos)
      {
        // adjust position to allow for scrolling
        var xoffset = w3c_slidy.scroll_x_offset();
        w3c_slidy.toolbar.style.left = xoffset;
        w3c_slidy.toolbar.style.right = xoffset;

        // determine vertical scroll offset
        //var yoffset = scrollYOffset();

        // bottom is doc height - window height - scroll offset
        //var bottom = documentHeight() - lastHeight - yoffset

        //if (yoffset > 0 || documentHeight() > lastHeight)
        //   bottom += 16;  // allow for height of scrollbar

        w3c_slidy.toolbar.style.bottom = 0; //bottom;
      }

      w3c_slidy.remove_class(w3c_slidy.toolbar, "hidden");
    }

    w3c_slidy.scrollhack = 0;


    // set the keyboard focus to the help link on the
    // toolbar to ensure that document has the focus
    // IE doesn't always work with window.focus()
    // and this hack has benefit of Enter for help

    try
    {
      if (!w3c_slidy.opera)
        w3c_slidy.set_focus();
    }
    catch (e)
    {
    }
  },

// invoked via F key
  toggle_toolbar: function () {
    if (!w3c_slidy.view_all)
    {
      if (w3c_slidy.has_class(w3c_slidy.toolbar, "hidden"))
      {
        w3c_slidy.remove_class(w3c_slidy.toolbar, "hidden")
        w3c_slidy.want_toolbar = 1;
      }
      else
      {
        w3c_slidy.add_class(w3c_slidy.toolbar, "hidden")
        w3c_slidy.want_toolbar = 0;
      }
    }
  },

  scroll_x_offset: function () {
    if (window.pageXOffset)
      return self.pageXOffset;

    if (document.documentElement && 
             document.documentElement.scrollLeft)
      return document.documentElement.scrollLeft;

    if (document.body)
      return document.body.scrollLeft;

    return 0;
  },

  scroll_y_offset: function () {
    if (window.pageYOffset)
      return self.pageYOffset;

    if (document.documentElement && 
             document.documentElement.scrollTop)
      return document.documentElement.scrollTop;

    if (document.body)
      return document.body.scrollTop;

    return 0;
  },

  // looking for a way to determine height of slide content
  // the slide itself is set to the height of the window
  optimize_font_size: function () {
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];

    //var dh = documentHeight(); //getDocHeight(document);
    var dh = slide.scrollHeight;
    var wh = getWindowHeight();
    var u = 100 * dh / wh;

    alert("window utilization = " + u + "% (doc "
      + dh + " win " + wh + ")");
  },

  // from document object
  get_doc_height: function (doc) {
    if (!doc)
      doc = document;

    if (doc && doc.body && doc.body.offsetHeight)
      return doc.body.offsetHeight;  // ns/gecko syntax

    if (doc && doc.body && doc.body.scrollHeight)
      return doc.body.scrollHeight;

    alert("couldn't determine document height");
  },

  get_window_height: function () {
    if ( typeof( window.innerHeight ) == 'number' )
      return window.innerHeight;  // Non IE browser

    if (document.documentElement && document.documentElement.clientHeight)
      return document.documentElement.clientHeight;  // IE6

    if (document.body && document.body.clientHeight)
      return document.body.clientHeight; // IE4
  },

  document_height: function () {
    var sh, oh;

    sh = document.body.scrollHeight;
    oh = document.body.offsetHeight;

    if (sh && oh)
    {
      return (sh > oh ? sh : oh);
    }

    // no idea!
    return 0;
  },

  smaller: function () {
    if (w3c_slidy.size_index > 0)
    {
      --w3c_slidy.size_index;
    }

    w3c_slidy.toolbar.style.display = "none";
    document.body.style.fontSize = w3c_slidy.sizes[w3c_slidy.size_index];
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];
    w3c_slidy.hide_slide(slide);
    w3c_slidy.show_slide(slide);
    setTimeout(function () {w3c_slidy.show_toolbar(); }, 50);
  },

  bigger: function () {
    if (w3c_slidy.size_index < w3c_slidy.sizes.length - 1)
    {
      ++w3c_slidy.size_index;
    }

    w3c_slidy.toolbar.style.display = "none";
    document.body.style.fontSize = w3c_slidy.sizes[w3c_slidy.size_index];
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];
    w3c_slidy.hide_slide(slide);
    w3c_slidy.show_slide(slide);
    setTimeout(function () {w3c_slidy.show_toolbar(); }, 50);
  },

  // enables cross browser use of relative width/height
  // on object elements for use with SVG and Flash media
  // with thanks to Ivan Herman for the suggestion
  adjust_object_dimensions: function (width, height) {
    for( var i = 0; i < w3c_slidy.objects.length; i++ )
    {
      var obj = this.objects[i];
      var mimeType = obj.getAttribute("type");

      if (mimeType == "image/svg+xml" || mimeType == "application/x-shockwave-flash")
      {
        if ( !obj.initialWidth ) 
          obj.initialWidth = obj.getAttribute("width");

        if ( !obj.initialHeight ) 
          obj.initialHeight = obj.getAttribute("height");

        if ( obj.initialWidth && obj.initialWidth.charAt(obj.initialWidth.length-1) == "%" )
        {
          var w = parseInt(obj.initialWidth.slice(0, obj.initialWidth.length-1));
          var newW = width * (w/100.0);
          obj.setAttribute("width",newW);
        }

        if ( obj.initialHeight &&
             obj.initialHeight.charAt(obj.initialHeight.length-1) == "%" )
        {
          var h = parseInt(obj.initialHeight.slice(0, obj.initialHeight.length-1));
          var newH = height * (h/100.0);
          obj.setAttribute("height", newH);
        }
      }
    }
  },

  // needed for Opera to inhibit default behavior
  // since Opera delivers keyPress even if keyDown
  // was cancelled
  key_press: function (event) {
    if (!event)
      event = window.event;

    if (!w3c_slidy.key_wanted)
      return w3c_slidy.cancel(event);

    return true;
  },

  //  See e.g. http://www.quirksmode.org/js/events/keys.html for keycodes
  key_down: function (event) {
    var key, target, tag;

    w3c_slidy.key_wanted = true;

    if (!event)
      event = window.event;

    // kludge around NS/IE differences 
    if (window.event)
    {
      key = window.event.keyCode;
      target = window.event.srcElement;
    }
    else if (event.which)
    {
      key = event.which;
      target = event.target;
    }
    else
      return true; // Yikes! unknown browser

    // ignore event if key value is zero
    // as for alt on Opera and Konqueror
    if (!key)
       return true;

    // avoid interfering with keystroke
    // behavior for non-slidy chrome elements
    if (!w3c_slidy.slidy_chrome(target) &&
        w3c_slidy.special_element(target))
      return true;

    // check for concurrent control/command/alt key
    // but are these only present on mouse events?

    if (event.ctrlKey || event.altKey || event.metaKey)
       return true;

    // dismiss table of contents if visible
    if (w3c_slidy.is_shown_toc() && key != 9 && key != 16 && key != 38 && key != 40)
    {
      w3c_slidy.hide_table_of_contents(true);

      if (key == 27 || key == 84 || key == 67)
        return w3c_slidy.cancel(event);
    }

    if (key == 34) // Page Down
    {
      if (w3c_slidy.view_all)
        return true;

      w3c_slidy.next_slide(false);
      return w3c_slidy.cancel(event);
    }
    else if (key == 33) // Page Up
    {
      if (w3c_slidy.view_all)
        return true;

      w3c_slidy.previous_slide(false);
      return w3c_slidy.cancel(event);
    }
    else if (key == 32) // space bar
    {
      w3c_slidy.next_slide(true);
      return w3c_slidy.cancel(event);
    }
    else if (key == 37) // Left arrow
    {
      w3c_slidy.previous_slide(!event.shiftKey);
      return w3c_slidy.cancel(event);
    }
    else if (key == 36) // Home
    {
      w3c_slidy.first_slide();
      return w3c_slidy.cancel(event);
    }
    else if (key == 35) // End
    {
      w3c_slidy.last_slide();
      return w3c_slidy.cancel(event);
    }
    else if (key == 39) // Right arrow
    {
      w3c_slidy.next_slide(!event.shiftKey);
      return w3c_slidy.cancel(event);
    }
    else if (key == 13) // Enter
    {
      if (w3c_slidy.outline)
      {
        if (w3c_slidy.outline.visible)
          w3c_slidy.fold(w3c_slidy.outline);
        else
          w3c_slidy.unfold(w3c_slidy.outline);
          
       return w3c_slidy.cancel(event);
      }
    }
    else if (key == 188)  // < for smaller fonts
    {
      w3c_slidy.smaller();
      return w3c_slidy.cancel(event);
    }
    else if (key == 190)  // > for larger fonts
    {
      w3c_slidy.bigger();
      return w3c_slidy.cancel(event);
    }
    else if (key == 189 || key == 109)  // - for smaller fonts
    {
      w3c_slidy.smaller();
      return w3c_slidy.cancel(event);
    }
    else if (key == 187 || key == 191 || key == 107)  // = +  for larger fonts
    {
      w3c_slidy.bigger();
      return w3c_slidy.cancel(event);
    }
    else if (key == 83)  // S for smaller fonts
    {
      w3c_slidy.smaller();
      return w3c_slidy.cancel(event);
    }
    else if (key == 66)  // B for larger fonts
    {
      w3c_slidy.bigger();
      return w3c_slidy.cancel(event);
    }
    else if (key == 90)  // Z for last slide
    {
      w3c_slidy.last_slide();
      return w3c_slidy.cancel(event);
    }
    else if (key == 70)  // F for toggle toolbar
    {
      w3c_slidy.toggle_toolbar();
      return w3c_slidy.cancel(event);
    }
    else if (key == 65)  // A for toggle view single/all slides
    {
      w3c_slidy.toggle_view();
      return w3c_slidy.cancel(event);
    }
    else if (key == 75)  // toggle action of left click for next page
    {
      w3c_slidy.mouse_click_enabled = !w3c_slidy.mouse_click_enabled;
      var alert_msg = (w3c_slidy.mouse_click_enabled ?
                "enabled" : "disabled") +  " mouse click advance";

      alert(w3c_slidy.localize(alert_msg));
      return w3c_slidy.cancel(event);
    }
    else if (key == 84 || key == 67)  // T or C for table of contents
    {
      if (w3c_slidy.toc)
        w3c_slidy.toggle_table_of_contents();

      return w3c_slidy.cancel(event);
    }
    else if (key == 72) // H for help
    {
      window.location = w3c_slidy.help_page;
      return w3c_slidy.cancel(event);
    }
    //else alert("key code is "+ key);

    return true;
  },

  // safe for both text/html and application/xhtml+xml
  create_element: function (name) {
    if (this.xhtml && (typeof document.createElementNS != 'undefined'))
      return document.createElementNS("http://www.w3.org/1999/xhtml", name)

    return document.createElement(name);
  },

  get_element_style: function (elem, IEStyleProp, CSSStyleProp) {
    if (elem.currentStyle)
    {
      return elem.currentStyle[IEStyleProp];
    }
    else if (window.getComputedStyle)
    {
      var compStyle = window.getComputedStyle(elem, "");
      return compStyle.getPropertyValue(CSSStyleProp);
    }
    return "";
  },

  // the string str is a whitespace separated list of tokens
  // test if str contains a particular token, e.g. "slide"
  has_token: function (str, token) {
    if (str)
    {
      // define pattern as regular expression
      var pattern = /\w+/g;

      // check for matches
      // place result in array
      var result = str.match(pattern);

      // now check if desired token is present
      for (var i = 0; i < result.length; i++)
      {
        if (result[i] == token)
          return true;
      }
    }

    return false;
  },

  get_class_list: function (element) {
    if (typeof element.className != 'undefined')
      return element.className;

    return element.getAttribute("class");
  },

  has_class: function (element, name) {
    if (element.nodeType != 1)
      return false;

    var regexp = new RegExp("(^| )" + name + "\W*");

    if (typeof element.className != 'undefined')
      return regexp.test(element.className);

    return regexp.test(element.getAttribute("class"));
  },

  remove_class: function (element, name) {
    var regexp = new RegExp("(^| )" + name + "\W*");
    var clsval = "";

    if (typeof element.className != 'undefined')
    {
      clsval = element.className;

      if (clsval)
      {
        clsval = clsval.replace(regexp, "");
        element.className = clsval;
      }
    }
    else
    {
      clsval = element.getAttribute("class");

      if (clsval)
      {
        clsval = clsval.replace(regexp, "");
        element.setAttribute("class", clsval);
      }
    }
  },

  add_class: function (element, name) {
    if (!this.has_class(element, name))
    {
      if (typeof element.className != 'undefined')
        element.className += " " + name;
      else
      {
        var clsval = element.getAttribute("class");
        clsval = clsval ? clsval + " " + name : name;
        element.setAttribute("class", clsval);
      }
    }
  },

  // HTML elements that can be used with class="incremental"
  // note that you can also put the class on containers like
  // up, ol, dl, and div to make their contents appear
  // incrementally. Upper case is used since this is what
  // browsers report for HTML node names (text/html).
  incremental_elements: null,
  okay_for_incremental: function (name) {
    if (!this.incremental_elements)
    {
      var inclist = new Array();
      inclist["p"] = true;
      inclist["pre"] = true;
      inclist["li"] = true;
      inclist["blockquote"] = true;
      inclist["dt"] = true;
      inclist["dd"] = true;
      inclist["h2"] = true;
      inclist["h3"] = true;
      inclist["h4"] = true;
      inclist["h5"] = true;
      inclist["h6"] = true;
      inclist["span"] = true;
      inclist["address"] = true;
      inclist["table"] = true;
      inclist["tr"] = true;
      inclist["th"] = true;
      inclist["td"] = true;
      inclist["img"] = true;
      inclist["object"] = true;
      this.incremental_elements = inclist;
    }
    return this.incremental_elements[name.toLowerCase()];
  },

  next_incremental_item: function (node) {
    var br = this.is_xhtml ? "br" : "BR";
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];

    for (;;)
    {
      node = w3c_slidy.next_node(slide, node);

      if (node == null || node.parentNode == null)
        break;

      if (node.nodeType == 1)  // ELEMENT
      {
        if (node.nodeName == br)
          continue;

        if (w3c_slidy.has_class(node, "incremental")
             && w3c_slidy.okay_for_incremental(node.nodeName))
          return node;

        if (w3c_slidy.has_class(node.parentNode, "incremental")
             && !w3c_slidy.has_class(node, "non-incremental"))
          return node;
      }
    }

    return node;
  },

  previous_incremental_item: function (node) {
    var br = this.is_xhtml ? "br" : "BR";
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];

    for (;;)
    {
      node = w3c_slidy.previous_node(slide, node);

      if (node == null || node.parentNode == null)
        break;

      if (node.nodeType == 1)
      {
        if (node.nodeName == br)
          continue;

        if (w3c_slidy.has_class(node, "incremental")
             && w3c_slidy.okay_for_incremental(node.nodeName))
          return node;

        if (w3c_slidy.has_class(node.parentNode, "incremental")
             && !w3c_slidy.has_class(node, "non-incremental"))
          return node;
      }
    }

    return node;
  },

  // set visibility for all elements on current slide with
  // a parent element with attribute class="incremental"
  set_visibility_all_incremental: function (value) {
    var node = this.next_incremental_item(null);

    if (value == "hidden")
    {
      while (node)
      {
        w3c_slidy.add_class(node, "invisible");
        node = w3c_slidy.next_incremental_item(node);
      }
    }
    else // value == "visible"
    {
      while (node)
      {
        w3c_slidy.remove_class(node, "invisible");
        node = w3c_slidy.next_incremental_item(node);
      }
    }
  },

  // reveal the next hidden item on the slide
  // node is null or the node that was last revealed
  reveal_next_item: function (node) {
    node = w3c_slidy.next_incremental_item(node);

    if (node && node.nodeType == 1)  // an element
      w3c_slidy.remove_class(node, "invisible");

    return node;
  },

  // exact inverse of revealNextItem(node)
  hide_previous_item: function (node) {
    if (node && node.nodeType == 1)  // an element
      w3c_slidy.add_class(node, "invisible");

    return this.previous_incremental_item(node);
  },

  // left to right traversal of root's content
  next_node: function (root, node) {
    if (node == null)
      return root.firstChild;

    if (node.firstChild)
      return node.firstChild;

    if (node.nextSibling)
      return node.nextSibling;

    for (;;)
    {
      node = node.parentNode;

      if (!node || node == root)
        break;

      if (node && node.nextSibling)
        return node.nextSibling;
    }

    return null;
  },

  // right to left traversal of root's content
  previous_node: function (root, node) {
    if (node == null)
    {
      node = root.lastChild;

      if (node)
      {
        while (node.lastChild)
          node = node.lastChild;
      }

      return node;
    }

    if (node.previousSibling)
    {
      node = node.previousSibling;

      while (node.lastChild)
        node = node.lastChild;

      return node;
    }

    if (node.parentNode != root)
      return node.parentNode;

    return null;
  },

  previous_sibling_element: function (el) {
    el = el.previousSibling;

    while (el && el.nodeType != 1)
      el = el.previousSibling;

    return el;
  },

  next_sibling_element: function (el) {
    el = el.nextSibling;

    while (el && el.nodeType != 1)
      el = el.nextSibling;

    return el;
  },

  first_child_element: function (el) {
    var node;

    for (node = el.firstChild; node; node = node.nextSibling)
    {
      if (node.nodeType == 1)
        break;
    }

    return node;
  },

  first_tag: function (element, tag) {
    var node;

    if (!this.is_xhtml)
      tag = tag.toUpperCase();

    for (node = element.firstChild; node; node = node.nextSibling)
    {
      if (node.nodeType == 1 && node.nodeName == tag)
        break;
    }

    return node;
  },

  hide_selection: function () {
    if (window.getSelection) // Firefox, Chromium, Safari, Opera
    {
      var selection = window.getSelection();

      if (selection.rangeCount > 0)
      {
        var range = selection.getRangeAt(0);
        range.collapse (false);
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    {
      var textRange = document.selection.createRange ();
      textRange.collapse (false);
    }
  },

  get_selected_text: function () {
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    {
      if (window.getSelection)
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      if (document.getSelection)
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      if (document.selection)
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    {
    }

    return "";
  },

  // make note of length of selected text
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  mouse_button_down: function (e) {
    w3c_slidy.selected_text_len = w3c_slidy.get_selected_text().length;
    w3c_slidy.mouse_x = e.clientX;
    w3c_slidy.mouse_y = e.clientY;
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  // right mouse button click is reserved for context menus
  // it is more reliable to detect rightclick than leftclick
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    if (Math.abs(e.clientX -w3c_slidy.mouse_x) +
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    var leftclick = false;
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    if (!e)
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    if (target.nodeType == 3)
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      middleclick = (e.which == 2);
      rightclick = (e.which == 3);
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    else if (e.button)
    {
      // Konqueror gives 1 for left, 4 for middle
      // IE6 gives 0 for left and not 1 as I expected

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    var tag = element.nodeName.toLowerCase();

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      tag == "canvas" ||
      tag == "input" ||
      tag == "textarea" ||
      tag == "select" ||
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    var key;

    // kludge around NS/IE differences 
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    if (event.stopPropagation)
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       event.returnValue = false;

      if (event.preventDefault)
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  },

// for each language define an associative array
// and also the help text which is longer

  strings_es: {
    "slide":"pág.",
    "help?":"Ayuda",
    "contents?":"Índice",
    "table of contents":"tabla de contenidos",
    "Table of Contents":"Tabla de Contenidos",
    "restart presentation":"Reiniciar presentación",
    "restart?":"Inicio"
  },
  help_es:
    "Utilice el ratón, barra espaciadora, teclas Izda/Dcha, " +
    "o Re pág y Av pág. Use S y B para cambiar el tamaño de fuente.",

  strings_ca: {
    "slide":"pàg..",
    "help?":"Ajuda",
    "contents?":"Índex",
    "table of contents":"taula de continguts",
    "Table of Contents":"Taula de Continguts",
    "restart presentation":"Reiniciar presentació",
    "restart?":"Inici"
  },
  help_ca:
    "Utilitzi el ratolí, barra espaiadora, tecles Esq./Dta. " +
    "o Re pàg y Av pàg. Usi S i B per canviar grandària de font.",

  strings_cs: {
    "slide":"snímek",
    "help?":"nápověda",
    "contents?":"obsah",
    "table of contents":"obsah prezentace",
    "Table of Contents":"Obsah prezentace",
    "restart presentation":"znovu spustit prezentaci",
    "restart?":"restart"
  },
  help_cs:
    "Prezentaci můžete procházet pomocí kliknutí myši, mezerníku, " +
    "šipek vlevo a vpravo nebo kláves PageUp a PageDown. Písmo se " +
    "dá zvětšit a zmenšit pomocí kláves B a S.",

  strings_nl: {
    "slide":"pagina",
    "help?":"Help?",
    "contents?":"Inhoud?",
    "table of contents":"inhoudsopgave",
    "Table of Contents":"Inhoudsopgave",
    "restart presentation":"herstart presentatie",
    "restart?":"Herstart?"
  },
  help_nl:
     "Navigeer d.m.v. het muis, spatiebar, Links/Rechts toetsen, " +
     "of PgUp en PgDn. Gebruik S en B om de karaktergrootte te veranderen.",

  strings_de: {
    "slide":"Seite",
    "help?":"Hilfe",
    "contents?":"Übersicht",
    "table of contents":"Inhaltsverzeichnis",
    "Table of Contents":"Inhaltsverzeichnis",
    "restart presentation":"Präsentation neu starten",
    "restart?":"Neustart"
  },
  help_de:
    "Benutzen Sie die Maus, Leerschlag, die Cursortasten links/rechts oder " +
    "Page up/Page Down zum Wechseln der Seiten und S und B für die Schriftgrösse.",

  strings_pl: {
    "slide":"slajd",
    "help?":"pomoc?",
    "contents?":"spis treści?",
    "table of contents":"spis treści",
    "Table of Contents":"Spis Treści",
    "restart presentation":"Restartuj prezentację",
    "restart?":"restart?"
  },
  help_pl:
    "Zmieniaj slajdy klikając myszą, naciskając spację, strzałki lewo/prawo" +
    "lub PgUp / PgDn. Użyj klawiszy S i B, aby zmienić rozmiar czczionki.",

  strings_fr: {
    "slide":"page",
    "help?":"Aide",
    "contents?":"Index",
    "table of contents":"table des matières",
    "Table of Contents":"Table des matières",
    "restart presentation":"Recommencer l'exposé",
    "restart?":"Début"
  },
  help_fr:
    "Naviguez avec la souris, la barre d'espace, les flèches " +
    "gauche/droite ou les touches Pg Up, Pg Dn. Utilisez " +
    "les touches S et B pour modifier la taille de la police.",

  strings_hu: {
    "slide":"oldal",
    "help?":"segítség",
    "contents?":"tartalom",
    "table of contents":"tartalomjegyzék",
    "Table of Contents":"Tartalomjegyzék",
    "restart presentation":"bemutató újraindítása",
    "restart?":"újraindítás"
  },
  help_hu:
    "Az oldalak közti lépkedéshez kattintson az egérrel, vagy " +
    "használja a szóköz, a bal, vagy a jobb nyíl, illetve a Page Down, " +
    "Page Up billentyűket. Az S és a B billentyűkkel változtathatja " +
    "a szöveg méretét.",

  strings_it: {
    "slide":"pag.",
    "help?":"Aiuto",
    "contents?":"Indice",
    "table of contents":"indice",
    "Table of Contents":"Indice",
    "restart presentation":"Ricominciare la presentazione",
    "restart?":"Inizio"
  },
  help_it:
    "Navigare con mouse, barra spazio, frecce sinistra/destra o " +
    "PgUp e PgDn. Usare S e B per cambiare la dimensione dei caratteri.",

  strings_el: {
    "slide":"σελίδα",
    "help?":"βοήθεια;",
    "contents?":"περιεχόμενα;",
    "table of contents":"πίνακας περιεχομένων",
    "Table of Contents":"Πίνακας Περιεχομένων",
    "restart presentation":"επανεκκίνηση παρουσίασης",
    "restart?":"επανεκκίνηση;"
  },
  help_el:
    "Πλοηγηθείτε με το κλίκ του ποντικιού, το space, τα βέλη αριστερά/δεξιά, " +
    "ή Page Up και Page Down. Χρησιμοποιήστε τα πλήκτρα S και B για να αλλάξετε " +
    "το μέγεθος της γραμματοσειράς.",

  strings_ja: {
    "slide":"スライド",
    "help?":"ヘルプ",
    "contents?":"目次",
    "table of contents":"目次を表示",
    "Table of Contents":"目次",
    "restart presentation":"最初から再生",
    "restart?":"最初から"
  },
  help_ja:
     "マウス左クリック ・ スペース ・ 左右キー " +
     "または Page Up ・ Page Downで操作， S ・ Bでフォントサイズ変更",

  strings_zh: {
    "slide":"幻灯片",
    "help?":"帮助?",
    "contents?":"内容?",
    "table of contents":"目录",
    "Table of Contents":"目录",
    "restart presentation":"重新启动展示",
    "restart?":"重新启动?"
  },
  help_zh:
    "用鼠标点击, 空格条, 左右箭头, Pg Up 和 Pg Dn 导航. " +
    "用 S, B 改变字体大小.",

  strings_ru: {
    "slide":"слайд",
    "help?":"помощь?",
    "contents?":"содержание?",
    "table of contents":"оглавление",
    "Table of Contents":"Оглавление",
    "restart presentation":"перезапустить презентацию",
    "restart?":"перезапуск?"
  },
  help_ru:
    "Перемещайтесь кликая мышкой, используя клавишу пробел, стрелки" +
    "влево/вправо или Pg Up и Pg Dn. Клавиши S и B меняют размер шрифта.",

  strings_sv: {
    "slide":"sida",
    "help?":"hjälp",
    "contents?":"innehåll",
    "table of contents":"innehållsförteckning",
    "Table of Contents":"Innehållsförteckning",
    "restart presentation":"visa presentationen från början",
    "restart?":"börja om"
  },
  help_sv:
    "Bläddra med ett klick med vänstra musknappen, mellanslagstangenten, " +
    "vänster- och högerpiltangenterna eller tangenterna Pg Up, Pg Dn. " +
    "Använd tangenterna S och B för att ändra textens storlek.",

  strings: { },

  localize: function (src) {
    if (src == "")
      return src;

     // try full language code, e.g. en-US
     var s, lookup = w3c_slidy.strings[w3c_slidy.lang];

     if (lookup)
     {
       s = lookup[src];

       if (s)
        return s;
     }

     // strip country code suffix, e.g.
     // try en if undefined for en-US
     var lg = w3c_slidy.lang.split("-");

     if (lg.length > 1)
     {
       lookup = w3c_slidy.strings[lg[0]];

       if (lookup)
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         s = lookup[src];

         if (s)
          return s;
       }
     }

     // otherwise string as is
     return src;
  },

  init_localization: function () {
    var i18n = w3c_slidy;
    var help_text = w3c_slidy.help_text;

    // each such language array is declared in the localize array
    // this is used as in  w3c_slidy.localize("foo");
    this.strings = {
      "es":this.strings_es,
      "ca":this.strings_ca,
      "cs":this.strings_cs,
      "nl":this.strings_nl,
      "de":this.strings_de,
      "pl":this.strings_pl,
      "fr":this.strings_fr,
      "hu":this.strings_hu,
      "it":this.strings_it,
      "el":this.strings_el,
      "jp":this.strings_ja,
      "zh":this.strings_zh,
      "ru":this.strings_ru,
      "sv":this.strings_sv
    },

    i18n.strings_es[help_text] = i18n.help_es;
    i18n.strings_ca[help_text] = i18n.help_ca;
    i18n.strings_cs[help_text] = i18n.help_cs;
    i18n.strings_nl[help_text] = i18n.help_nl;
    i18n.strings_de[help_text] = i18n.help_de;
    i18n.strings_pl[help_text] = i18n.help_pl;
    i18n.strings_fr[help_text] = i18n.help_fr;
    i18n.strings_hu[help_text] = i18n.help_hu;
    i18n.strings_it[help_text] = i18n.help_it;
    i18n.strings_el[help_text] = i18n.help_el;
    i18n.strings_ja[help_text] = i18n.help_ja;
    i18n.strings_zh[help_text] = i18n.help_zh;
    i18n.strings_ru[help_text] = i18n.help_ru;
    i18n.strings_sv[help_text] = i18n.help_sv;

    w3c_slidy.lang = document.body.parentNode.getAttribute("lang");

    if (!w3c_slidy.lang)
      w3c_slidy.lang = document.body.parentNode.getAttribute("xml:lang");

    if (!w3c_slidy.lang)
      w3c_slidy.lang = "en";
  }
};

// hack for back button behavior
if (w3c_slidy.ie6 || w3c_slidy.ie7)
{
  document.write("<iframe id='historyFrame' " +
  "src='javascript:\"<html"+"></"+"html>\"' " +
  "height='1' width='1' " +
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}

// attach event listeners for initialization
w3c_slidy.set_up();

// hide the slides as soon as body element is available
// to reduce annoying screen mess before the onload event
setTimeout(w3c_slidy.hide_slides, 50);

"></script>
</head>
<body>
<div class="slide titlepage">
<h1 class="title">用 RMarkdown 撰寫報告</h1>
<p class="author">
郭耀仁
</p>
<p class="date">2017-08-12</p>
</div>
<div id="rmarkdown-" class="slide section level2">
<h2>RMarkdown 文件的元素</h2>
<ul>
<li>粗體與斜體</li>
<li>標題</li>
<li>清單</li>
<li>程式碼</li>
<li>連結</li>
<li>圖片</li>
<li>調整繪圖函數的輸出</li>
<li>更改字型樣式</li>
<li>主題</li>
<li>引用</li>
<li>表格</li>
</ul>
</div>
<div class="slide section level2">
<h2>粗體與斜體</h2>
<pre><code>這是一個**粗體**
這是一個*斜體*</code></pre>
<p>這是一個<strong>粗體</strong> 這是一個<em>斜體</em></p>
</div>
<div class="slide section level2">
<h2>標題</h2>
<pre><code># 標題一
## 標題二
### 標題三
#### 標題四
##### 標題五
###### 標題六</code></pre>
</div>
<div class="slide section level2">
<h2>清單</h2>
<pre><code>資料科學的團隊組成：
- 資料科學家
- 資料分析師
- 資料工程師</code></pre>
<p>資料科學的團隊組成：</p>
<ul>
<li>資料科學家</li>
<li>資料分析師</li>
<li>資料工程師</li>
</ul>
</div>
<div id="2" class="slide section level2">
<h2>清單（2）</h2>
<pre><code>資料科學團隊的團隊組成：
- 資料科學家
- 喜歡數學、統計與演算法
- 資料分析師
- 喜歡商業智慧、視覺化與報表
- 資料工程師
- 喜歡系統架構、資料倉儲與自動化</code></pre>
<p>資料科學團隊的團隊組成：</p>
<ul>
<li>資料科學家
<ul>
<li>喜歡數學、統計與演算法</li>
</ul></li>
<li>資料分析師
<ul>
<li>喜歡商業智慧、視覺化與報表</li>
</ul></li>
<li>資料工程師
<ul>
<li>喜歡系統架構、資料倉儲與自動化</li>
</ul></li>
</ul>
</div>
<div class="slide section level2">
<h2>程式碼</h2>
<ul>
<li>echo: (TRUE; logical)</li>
<li>是否要將程式顯示在文件中</li>
</ul>
</div>
<div id="2" class="slide section level2">
<h2>程式碼（2）</h2>
<ul>
<li>results: (‘markup’; character)
<ul>
<li>markup</li>
<li>asis</li>
<li>hold</li>
<li>hide</li>
</ul></li>
<li>調整 <code>results</code> 參數為 <code>"hide"</code>，只會輸出程式碼在文件中但不會顯示執行後的結果</li>
</ul>
</div>
<div id="3" class="slide section level2">
<h2>程式碼（3）</h2>
<ul>
<li>warning: (TRUE; logical)</li>
<li>是否要將程式執行的警告訊息顯示在文件中</li>
</ul>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="kw">as.integer</span>(<span class="st">"Hello world"</span>)</code></pre></div>
</div>
<div id="4" class="slide section level2">
<h2>程式碼（4）</h2>
<ul>
<li>error: (FALSE; logical)</li>
<li>是否允許輸出程式執行錯誤的文件</li>
</ul>
<pre><code>1 + "Hello world"</code></pre>
</div>
<div id="5" class="slide section level2">
<h2>程式碼（5）</h2>
<ul>
<li>message: (TRUE; logical)</li>
<li>是否要將程式執行的回傳訊息顯示在文件中</li>
</ul>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="kw">library</span>(plotly)</code></pre></div>
<pre><code>## Loading required package: ggplot2</code></pre>
<pre><code>##
## Attaching package: 'plotly'</code></pre>
<pre><code>## The following object is masked from 'package:ggplot2':
##
## last_plot</code></pre>
<pre><code>## The following object is masked from 'package:stats':
##
## filter</code></pre>
<pre><code>## The following object is masked from 'package:graphics':
##
## layout</code></pre>
</div>
<div class="slide section level2">
<h2>連結</h2>
<pre><code>[RMarkdown](http://rmarkdown.rstudio.com/index.html)
<http://rmarkdown.rstudio.com/index.html></code></pre>
<p><a href="http://rmarkdown.rstudio.com/index.html">RMarkdown</a></p>
<p><a href="http://rmarkdown.rstudio.com/index.html" class="uri">http://rmarkdown.rstudio.com/index.html</a></p>
</div>
<div class="slide section level2">
<h2>圖片</h2>
<pre><code></code></pre>
<div class="figure">
<img 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" alt="Superman R Logo" />
<p class="caption">Superman R Logo</p>
</div>
</div>
<div id="2" class="slide section level2">
<h2>圖片（2）</h2>
<ul>
<li>調整圖片的大小</li>
<li>使用 <code>knitr</code> 套件的 <code>include_graphics()</code> 函數 <code>{r out.width="__px", echo = FALSE}</code></li>
</ul>
<pre><code>library(knitr)
include_graphics("http://www.clipartbest.com/cliparts/Kij/Lx5/KijLx5kyT.jpg")</code></pre>
</div>
<div class="slide section level2">
<h2>調整繪圖函數的輸出</h2>
<ul>
<li>沒有調整：</li>
</ul>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="kw">plot</span>(cars)</code></pre></div>
<p><img 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" width="768" /></p>
</div>
<div id="2" class="slide section level2">
<h2>調整繪圖函數的輸出（2）</h2>
<ul>
<li>利用 fig.height、fig.width 與 fig.align 等參數調整</li>
</ul>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="kw">plot</span>(cars)</code></pre></div>
<p><img 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" width="480" style="display: block; margin: auto;" /></p>
</div>
<div class="slide section level2">
<h2>更改字型樣式（補充）</h2>
<ul>
<li>新增一個 style.css</li>
<li>在 YAML 新增 <code>css: style.css</code></li>
</ul>
<pre><code>#id .class {
font-family: 指定字型
}</code></pre>
</div>
<div id="2" class="slide section level2">
<h2>更改字型樣式（補充）（2）</h2>
<ul>
<li><a href="https://fonts.google.com/">Google Fonts</a></li>
<li>在 .Rmd 的目錄中建立一個 <code>style.css</code></li>
<li>以 <code>Noto Sans</code> 字型為例貼入：</li>
</ul>
<pre><code>body {
font-family: 'Noto Sans', sans-serif;
}</code></pre>
</div>
<div id="3" class="slide section level2">
<h2>更改字型樣式（補充）（3）</h2>
<ul>
<li>更改 YAML 的設定：</li>
</ul>
<pre><code>output:
html_document:
css: style.css</code></pre>
</div>
<div class="slide section level2">
<h2>主題</h2>
<ul>
<li>不想自己設定，可以用預設的主題（theme）</li>
<li><a href="http://rmarkdown.rstudio.com/html_document_format.html#appearance_and_style">Appearance and Style</a></li>
</ul>
<pre><code>output:
html_document:
theme: united
highlight: tango</code></pre>
</div>
<div class="slide section level2">
<h2>引用</h2>
<pre><code>> My mom always said life was like a box of chocolates. You never know what you're gonna get.
> [Forrest Gump](https://en.wikipedia.org/wiki/Forrest_Gump)</code></pre>
<blockquote>
<p>My mom always said life was like a box of chocolates. You never know what you’re gonna get. <a href="https://en.wikipedia.org/wiki/Forrest_Gump">Forrest Gump</a></p>
</blockquote>
</div>
<div class="slide section level2">
<h2>表格</h2>
<pre><code>|喜歡的樂團|Lead Vocal|起源|
|----------|----------|----|
|Beyond|黃家駒|香港|
|The Beatles|John Lennon|英國|</code></pre>
<table>
<thead>
<tr class="header">
<th>喜歡的樂團</th>
<th>Lead Vocal</th>
<th>起源</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td>Beyond</td>
<td>黃家駒</td>
<td>香港</td>
</tr>
<tr class="even">
<td>The Beatles</td>
<td>John Lennon</td>
<td>英國</td>
</tr>
</tbody>
</table>
</div>
<div class="slide section level2">
<h2>數學方程式</h2>
<ul>
<li>利用 <code>$y = x^2$</code> 加入行內數學方程式</li>
<li>利用 <code>$$y = x^2$$</code> 加入數學方程式區塊</li>
</ul>
</div>
<div id="-shiny" class="slide section level2">
<h2>整合 Shiny</h2>
<ul>
<li>為分析報告添加互動性與彈性</li>
<li>新增 <strong>Shiny Document</strong></li>
</ul>
<div class="figure">
<img 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NvXzOVCNEe7BnsyC5G582usw0O4ry3NJ6u62XiuVzeKRac91g0339oVT4z/EGNiv8LQDixL9RryNLFtxDkN8GnaGX3GdAHmrcRBkklOmEi2PYmu1+uhTA0IaHLHEwgL6YL63t5o2eFuNbp4KiPHqL8QWVT3EzQqGNnnLnQMaAYP0kXqyYf8DUtfvQP/98uTiNs8Gs1rEDP7PsS9tgatxyzFoDtaoVGTdhg0dbripe0sxK/ffUKF++PvkSFoXr8+br5rGD4mO/87dSl+c2uBBx2cgB+LcTpLnNYSp3vb+iv72LZHp3yG/xt6DwLI9p50YE47uOlOghk5j6c+KTitNG6aOY/Waf5OGee+yU2pIDk9Csj69HmidZh1koEkY/45j6nYJtzM80XON/P6NLd8vVjj+vpx9m9ynfJ9QfoQ6UOu7j5EOSJ831VOnnkPttxvi6Sb92TKpx8AsRXwPCvPE9OGP9SGo440646Rn5uDAu+OeH3uCNwbPg//mN8JtzVQxVGYl6+cJXw2Hr15iM4Irb1Ic4E72oc8CYzciN1HbsRn5AO9vWIpfnz4Mfx3dwqy1swCBr+HZrRWz2oXOxlqiJE2T81JwP3Zn+Dh0R/iDDmN1DYKDqu12Wy70ZbM3JoIvLsveaov4uu1vXBoHvDsktvgV/g5C6nyDO5E0r/x+oDx5IACrW+7EXtoy2v71Po+qoMGE9Ho2jrO+mgu3Z3a/N+3IvBfynsgegDaUBuVOVnZSKW062q663ZQHPRzez604bYU0BT5zjU/0FBqKOpwHQZrj5oMMRXpeTUQ+ABxCt+I5MM34nMLpx+SidPXzGkemrtT2Vxt2203NTJsywcloTbXo4wxSVAi12OkUYxC6dyUIDtsHIqcB0YJSlPHpKgyrc1QycU4FNJiXr5R6UBbQ5+ZZJxRYptw06eInG9yLci1INeCeW/i/kDuWeq2ySdFqfdTKx+6dgwvRPsVlKfuxfT8hnlL1/dgeliEHgihp4D5pky3Yb7olCTXQlEV59uz+YQSa9ZyfEMvsBegYdeReLPvPLzw9ovKcQq6tRDnXG3wIhWtnvoAy5/rSuW1MrXUkTwSjxvvRGcMxYTxn5GT9Rz+3jIAbuSfRbw+Aex1jV12Czku9C1Xm0GfxhNjhsdwLa39a9EqEtP6fohxz92HFvHb0Lu58YoXJcsFuTH87Zmiuflwb9wNo2jB4NvPjaL0J/DZLV7I28My1A5uS/YvmEzOX+boj7BtSCe4uexDZMCDVN4V59hBZieNNdL0c0GB8TAH6efp8KCofyLk5Cy8EHUfWtX9BkPYEzbkM3MLqLxxdOhnVzK4RnrypsDug9Z/uQ2YkYw0ktUayUdkhWgADzoedVpbOT2L11q0K8IpallAGbbxaBwjoHapus2DSqo5cEPoQzmdHFWBGVNQ3GirdoqV4zKcRQWLHFOjmNJAdhuFaauDLuV4bEXpMI9pcVmdKbYxOeGmCcj5ZlxIaiPXqb42+FPfF6QP0ST0+3KK9tnSh1wdfYjRK6gewrjBU5ydAOMBE7ov85mhbu8U4ds0PwzCs7D0EAh7hpxCjgo7DPxHGWo40Ug342rKgRTxej0d98DdY+IQYlQNcngK3Vti0Nhg7J0/FHO//gnpZzORdngftm75DXbW598G9wWRr7cZ6Dy2O3ypvpuDhlMCj6MNRvdWvsoePfJG8pTvGIkjidw8egiERhJ7/+0TVe+40DewN5syuHWk3xwGpT3lT5ymNXKFhbUR9GgwpZBjGtkLTUjWrr0NrZ+cMx7hQ+4ZnDx1GN98MBfraTcj9bTWx0w4KC5ch66LkzILG+HuZxfi7wRhxlN3YfGWYyj0aoK7qI2bo/+BVTt+w6GfE/Fy18dATab1gfqkvL5Lb9r7CIs+3YIz2dk4suszTIgmBsP+ipYeVF8RTj1oxLKwCKc7WvqUbRsbZhxXfeyYofFnHDv1rYqbRXpLcKMkzdFSTp0LbLs+P4ocF25TGfU5zycLN8cxteqnuNjmOE7CjU9COd/kOqX+hvtfPhdU/270vdKHKB6Ki/S9jOGqvWcVvbfzPZXvx3zJqBu8ce3wNaSvJZXOAnQN2ViEcvSgj4pSYRou1IFeJaiUsCdJriNfhJTRuCb9mLCSpU/PG/HiR1FIeCIaXu5u9E69Atw4YBrm4k2Ev/AoZhuaEPI6Em9tTi+P9kOHe/sB6+PQr3sL0lOIujd3QSe8B0Teg+uoSvY1jOpoJJIdAxqJUzXTu/dsbpRP9XrdjBeWTEDCgMno93/dsfGFIHiQjFHUYivJk3iL3i9jceuhqN3yZrXPA5+0QlC145x3CwyLfAAjZz6He8jgu4a9hKdD9mD2M/fA/ePv8OQNQE2Sdnfjup22cZRdyXM05vnAlG9p6nU4pg4NRr2VW/HAhEXY8/sgjBvMj6AAQ195CZ1ef0NNz7L9Pjc+ghUz0/Fw5BNYNFGJoNOwaKx9ugsxpP1CC6c7mBOIU1cHp8ZuyhVTBYvbxrJMQulRx5KOHQV+RyG/HpJLuhrvWVJJSlohp4JUWifSlg4Gyaomszw9aq5GDimBdzmdP/RoMe+YQeXQjlmvoZLLKHl9TPm1Qk4ZLiO2aYLCzUXON7q05Dp19g/Sh0jfy/0i3YPU7cV6r7/a71l8G6b3ONMJokYDCZB5C1f3fL7vEjmFjfsUvs+SAM9+umzdlmSMD+pbj/rk0uoexB+6mHkhql2VZ8pTvhIxZB3l6AXLuVnIpRcguxXa4OHhpguwrFlexVVhSyJFrUlsiysVKG6TeTXwlvXxn1mOojpQgkozMnnjqNyIWsrknk0ne2vCz5tsteciK68QHt4ecLOWMeWVSto5r20FSM+gV83QCwn9vIz2a8Pok8qyrnN5NEqaAxvJeHtbfiKueHtYVtmvi+ohf4o7Eo10M6kSual2iG36APBxUseEIoqJCcaZzBIqyDF1ghBulvOFYFRA/ybXqXG6mX2vXKcEhPsnOd+q9f2UT2s1r6si/KF9C96atx9zy36BkZibmwuXzVt/5HWFqsPRPjWXulBwaDuvoHWUiOs0vVMupPp7+tBV06fh4JmajRyS44L0aXaI2lhHeWWAkaYTTQ2qhjLtE9sIjXBT558+Sfi84StAzje5TqUPkWuB+0f+Tx/qpslEVBfBKeSfG+lKhjM4qBzpQxQTgw9REW7q5Cj14/L4IcatnM4/HtnjoM9Eo0reMYPFLcrNzSMHcMuPliRT6uK2ZkGr/guV5DI8oaxNNKStiqzxCyk7T/6lqNFW6U+Haqsia9whUP7IpajRVulPR41WRda4Q6D8kUtRo63Sn44arYqscYdA+SOXokZbpT8dNVoVWeMOgfJHLkWNtkp/Omq0KrLGHQLlj1yKGm2V/nTUaFVkjTsEyh+5FDXaKv3pqNGqyBp3CJQ/cilqtFX601GjVZE17hAof+RS1Gir9KejRqsia9whUP7IpajRVulPR41WRda4Q6D8kUtRo63Sn44arYqscYdA+SOXokZbpT8dNVoVWeMOgfJHLkWNtkp/Omq0KrLGHQLlj1yKGm2V/nTUaFVkjTsEyh+5FDXaKv3pqNGqyBp3CJQ3UojcnDz6ZTde1KbcRXP0w3DQVP1W107XyiMk1lT27/lXhNmpU0WUHaaEkeLMoFyjHvJU+UkU/Q2LktUQpi6nalIfOlk3zUjg2k31XKMaGdQSSoczU9Ultgk3Naon55tcp6qH4r5C+hDpe+Wepe+aci1U+2vB4nnp8VanN6ZdJdMH0H0f77G7pdYAbty0Vee60ob+64WE5NTR+n9+BEDdPLkAl+U1+ySnnSqKcxFdmnPhSgX4GQIlTDVwFuvgUFQP69cXoM5TIro+4zftdAqr4h83pkD1KmeRoqxZ6WVZw+5CcgRVjUqvEhLbhJs6FfnJHTnf+GTQQa5T6UP0LAxzMM4J2hRK36t4yD2LzgW5n/IVYVwdVdwP4ecQLLbyday9L0o2/CF1vavrm9OoXRTPycmBy/ebtqhDrVuqC2qvsahS0/niirSPp1MYkYmJn+E0gzPGKVqjmcdbzjdTzbiu0VnSTNeSZrruunRdWoOjsQ69Ypsmo4kyb2bIBIWb89yT88157apTxHFF6j3+dF6DzrhwE25m7y19L58L5r3JeY3IPUv6EPZCzDuweYZUhI/kaum3zXPROVzmPA4c016ATsvJyYWNz10eAnVMpZLFprE6wntUTMnoglwfpzpG/7SIHqkzE9UDBiykihsFeYeCsYDW2FP7HDeLqkKKnGEu183BIUCjghw361CyLEMRsY04CTd1vphnspxvThx0fagRdfNaMq8h4/JxCvLlxBeT2aXofRYzi1JMXW9yvmlqigdHhZsGYpxTcr6pk0LuWca1IX0IE6Bwmfpec2BPK6VPQ735QIi1HvVmN0OQr0sbd+/Kv1KFjJJKgOKWXe1vKWktb2SyCN0mtKyKqMJqn/wQ546pzNCp309jCPCL+kwYXIJl6I/La9/P3NGZnM0lzVuT6R9yrq6GJXRU1WAWUKk6Q2wz2RpQFDLhJuebPgf0dcTnCO2b16Zcp2YPojoX6UOkD3GcEHzZ0J/cswwQDIajFKQPIQYMgnmoCO9QMM4Xx44JrNzcTE/IutCOlegKlSNI9XLVqjtXFXLl9CJoO/0KhgQhIASEgBAQAkJACAiBq4NAvv0cbAdSDl4drZVWCgEhIASEgBAQAkJACCgCLmfS040BRyEiBISAEBACQkAICAEhcCUTcLfZkJp60vGWliu5rdI2ISAEhIAQEAJCQAgIAQsB85VHliSJCgEhIASEgBAQAkJACFzJBMQBvJKPrrRNCAgBISAEhIAQEAKlEBAHsBQokiQEhIAQEAJCQAgIgSuZgDiAV/LRlbYJASEgBISAEBACQqAUAuIAlgJFkoSAEBACQkAICAEhcCUTEAfwSj660jYhIASEgBAQAkJACJRCQBzAUqBIkhAQAkJACAgBISAErmQC4gBeyUdX2iYEhIAQEAJCQAgIgVIIiANYChRJEgJCQAgIASEgBITAlUzAdiU3TtomBIRA9SJwPMsVB8+4IfucfDetXkdOrBUCQuByEfByK8D1tc6hgXfB5VJZqh5xAEvFIolCQAhUNgF2/nanml2S/ER5ZfOX+oSAEKgaBM4WuOi+sJ69Qp1A+ZpdNY63WCEErnoCPPInQQgIASEgBDSBiu4Tza/bF837/fnzL1pWBIVAVScw7KmnqrqJV419etpXj/xt27btqmm3NFQICAEhYBLo0KGDGa3wpTDldgDZstGjRzsMlIgQqK4EZsyYUV1NvyrsfnVwt6uindJIISAEhAAT0PckpwNY0VRkCriiCYt+ISAEhIAQEAJCQAhUMQLiAFaxAyLmCAEhIASEgBAQAkKgogmIA1jRhEW/EBACQkAICAEhIASqGAFxAKvYARFzhIAQEAJCQAgIASFQ0QTEAaxowqJfCAgBISAE/qcEXFxc/qf1S+VCoCoSEAewKh4VsUkICAEhIASEgBAQAhVIQBzACoQrqoWAEKh4Amn7tiFx2z7YK74qqUEICAEhcMUQuKT3AF5s63Pz8rEl6ZcLitf190Mt35q4tkHdC8qKgBAQAlcfgZwT2zDrby8gatF61fiAoBGIfi8GvVp4Yn9CGHpEDMSpwrHwLwXNvuWTMWZbIBZOfQi+peT/maR9K6fjtYR98DaVeNdFiza34O5eD6JD08tdm1lJVd5mYOXkFxD3OxxMvOu2QGCHTrj3gWA08qzKtottQuDqIlChI4A5ObnYuHUXUn4/hkNHjpf59/PeA/j51xT8kXrq6qIvrRUCl0Ag83QqUlNTkZlzCYWraZEP+3ck5w+YE78Ba+PmoPn6eTiWn69a4+5BXxwDaqGsb7P5mVsRP+1AhYwQZh39HovmzcMf5PhdV9cbWTumIWrkQHRs5odZP5yoprTLMtuOnSsXYEliSlkCKv0oHZtFe7Nw3XXXgZBg3bQohPXricZe4diZcd6ikikEhEAlEiirz7xsJri72/BI7x5wr+Feps74L/+D5L0pOHb8JPr2vhMeHjXKlJUMIVB9CJzGxvivcRznOZ/z8lCz1R24u80pjHvkKXyLO/HesjfQ1qesVmZiUe8bELULmLT2ICI61y5L8IpKX0UDf6FzZiP8oTbUru4ILgwvs312mgu2WXq2NkM+ReGQMsUvQ0YoJv9jKtqpOmcgOnEuGvcYiYiuUxGSPwMtLLZchsrOq8KekwObp3OYzU4wbFYY5y19oUw7vg8Nw8iYrRjQvel5hYP6j8WE8HZKZuqMN7F68mD0njgPg2YOwo4J3c9bVjKFgBCoHAIVOgJobcKhYyex//CJUv88avqhboOGQKEL5iz+DLm5edaiFxHPwILBgeAnvZx/gQjuMxjTlyRCvnReBEIRufwEMvei1+BheGLw4LL/hg3DI1/+Dtiz8G3iLuxK/BbZpiX2TBz6jdJ+SzVT1Na3md71KPs7VRH5K2Vnf/JPZV/LNAi494cFCKQ+wN3dBX0mr0Sa0fDkJaMRGL7EUZb3g0cvwc5ELc99hinPeS7B45FsGV1N+2Eu6R193tGrfMdBAxp1D8fWmFCqfSbW7DZ6n4xkzAoPdvRPgeGzkGztmCh/7ug+jnwXFxotIxtyUlYiONBadwaWhwcifEmybl3OTowODMaslSsxPpja7uUFlz6zkJJxBAvCmYU76RyMlfuclR0hTsFmX0lt3ZZmrp5k3cEYvWAdVs8abNgSiFnr9IjfzgURGMm1RoQpzqNNG7QlRT9z9eisTvRFrwmzMSkASCInkNulQtpOTO5j9tmBmJt4xMgw7ViNldNNJsHUhhPYuXy8g9H4Jdbfi85B4gJnHrd5+bYrbQTWwCMbIXCZCFSaA+hG30JtNBpY2p+Lqwt8fbzRof3NaFi3LuYt+RzpmVnlamJuRhLJD0JMbCxi58Rg3IjmWB+/CFEDe8AvfDnMPqdcSquTsD0FSyaPxvSVxo2hOtl+pdrqcyuSt2/B5i1bsH37LmxYOMZoaVvMX8tpRt4TNwE+7bDyl1+Q/NsqtPfRYvZfFuKW9t1w+8C4K//8vcA58PykICTN7Ae/wHAs/6H4FGRjYP1IdOw6A8NWbUB8zCDETwxFvOHF5WfsQNKmVEcN+RmpWD9zIAJ6lJRv1iGQdE3D3K/MOjLwybiRSBrUGa3KsaSvQ9+RIH8H/9l6gD5TMNnvJkTMa4VVSQdwYPcqdN0UgZv8JiOFfS+6dsdT/siZ+xGzaisOHNiNtav6oy6NHOafPID1STtg7Q1P7k3CplQzJR+pSesRERqKk/1XYdOqGATER6CZX2PMwBxs2hRPveIihL6/mSoihzJ5CRp3JQdu8SYcP5yEaExDx0fedzjHmX+sx8ywnuj9aROs2rQW0aFJiOj5Edg1axY0CCNoGxA5GvM2bcLQu4j7RYdG6DOKneIMZCnfkNpcJwATfedg9/HDWDunK0b26I11hs+m7eiN0J23Y8OmVYgMWI/Qlg0Q0O8Q4jdtwBwyZNrAGQ5nctusx9AjbBomxW/F4cO7sXhcBvp1bIAlRbzsizZWBIXAVUGg0hzAGm6uKOvPhVC7ubrCr6YnAm5ujnp1/bF5+26cTs+86IPgwZJBPTFiyBAMCX8eU+d+iuwDq8BdDub1w7xtzm/AnFR5wY6cHPMbtq6Vp2mKplisoSmbYuKWzPNF0zF/4kysPmD95n0+ecmreAI2XHtDa7Ru3RrNb2iCG1s2Maq8Ba3bcZqRdy15fDkH8f7Ev2HMuLn4hb6t2A+twainorT8ro/QN+RxxO0p+3rYs+ZdDOhGD1P58V8I5qzZY9Rlx8Z3X8KAx0MwKc5Mq/iWX+4agid8haR4cm6S5qFf12ZwGTwXKY5vdXxtB2HVgR/wfK/ueGjEaNoD0rMsw3JQPYRhVtnynm1CEUOFZ86MVyOI9n1fYiRNP8eM7g3nxOpFtK5OY+UAHk7PR8bO1ZhIRWK2vole7ZqiaZteiFk0h1ImIj4pDRlJq8kNA8bFryT7O6Bp0zYI7kUPTPDUsbu2u/hgb13KMgO3JjL+V8wN74UudwepegPGxWPr3HB06XIvenInuOkn1Z6fv5pPO6F4sMs15FT6odsT5EmtX4afWQmFXP4InYPj66aiV5dgPNRnECWsxyHK923aGd2ITd3mHUlvF7RrVA6PmLRkndnP2sFtYSaqzaGd4Ue+bIvb76HUJGw5lMYiyE2njxGLkb5wLLp36YWhynmMxO7shXioS3c8+WwMCRzWziSNgs6IiEdA9AZMeKgDGjVqgwFT31LO6vyv9rI6CUJACJRCoNIcQDc3F9jICSztLzUtA7/s+x2r123Ed1t24vDxNBw8cuISpoJzYXV/PJv2wntrJ6lmR8z90jGKYqcnCidbpoyDw6djp+53DERpWDeXpo3MaRLamtMdyTQFERg82TJFRNMVo4NpSmm58S06ByvH96EppeXYto6njtzh5eWOPtMTyek7grlUL0/TuLsEY0mRKYoTWD6ZpjtoysaLprAGT1/t+FZO3oFDJ09bmdM3PI11hD1JGkGY3ncQddPUVb8fQVNGgZi8OsVoi2yqCgGn00+OnHPHMC8LO5YlIGHZdmRTXk52Go7QOr8iwXpyWzL2xEWg88NRSNjVFqPGjEJbJCLq4U6Ys/00SWVix0ezkZCQiNWHz1hKVbeoDe0eeh478o8jPnoQsGgkHvpHotEI8haC+uOupk4Xze+8zTufvD/6jh1HF1IE1h7JwNYlk0nTJPTtUNrzxWVXknNgK427Ab1uNZ3+ALS+xstRwOZ3rSOuPCLaa9q8jjOtSIxaY/EA2SU8aclnX6l58wY6xU4OJ+83vc54KMY8aTxoPwOb13EvEY+eLZuhWeNmNGq2ifZbOdUzmt63o77Whvxc1uZn5OdrB7FIL2sIXsTG3bM5SaUXKT2tX0c0btYYzQL6UV4AGtAskRmCOrSzPLXNhrVBY+MQ5xsOvcJCDwOpNteqaRalbWN0I8d3/bokSz9qyZaoEBACqDwH0MVVjfLxSF/xv5zcXHoC+CQ2bdtJI38/40RaOjLPZuNcQcGfPkT1e/RR3wSx96ReW5WxDWENOmLiorrqicINcTE4OS8KAXXCDaeOnK3RddBz5Eya9pmE+LWrsDhmEpr76B44/+TPSFq/HmfMfpUsPLljPdbvOGnc0/Nx9Od4moLqh449RyI4eg4mjQhCfBQ9COPSGCOTuiJmziTq6tZj4AsrjM6J62yAfhPjER23FvFzxmFRVG+MWmBO5zp1BvQIQ+NxMYiODFXTWP/cwHMm7riuI084cWiF/qNGoYW1L9QZ8lnFCRgzv+pm69O6Hz7d8q62OORZLE/4GP1KezIkZw9mD4tVcuM/+wzTXn0D783sr/ajln5P56QnOr30Lo1ozcSke1pVcQIXYZ6tPh4a+x7m0M09afmPjnV+7BFZLklyMy4QziPf6K7HVZ/Rb9BgjJiYhBFxA9DoAuqcHhQLZuDzGWG0DUKnNuRK5fO4WhJSTjq9fnv2URbUwTA85QS7McWCKhuP3/8wyuYcwEby4eoWE0O+UzdnpauhvOJCvmgfTEN41LpfCwtRqP520HYuOlgH84qs3yuug/o7x8hryTxniu4vHftpP6hROoT2R2uuS7WLR0XTDTvYnh0Y0s5iSHE76JiVGuhLM5cq2uY/sCOeXMrbb7I4kaWWlkQhcNUScH7dqmAEvAbQlTqc0sKjvW4vkbzk31/Bbj9XIr3cCbZW6pvgPLojcGOTP5uhvpnP2RqPcNXrdcc3G3JQp0cUpqwYjdguPyF0JgkGReMwTT+ojj+4V7FqzW/EOtmDhxsM/ZyiJ22CsHjrvzCARg7syR6YOG89AgbNwZqF4erbdevkiei9Q5e3p3yu6hwUuxtj+7ahxB6IXTUNYR99i1lD2qh3m2mdQPTaAxgb3JRGkILwPU1TbfrpEBDcAQMmvIxVExchY9SzCDeevtPa5bO6EsgxbpJ8Z+N7rjH4UbQ59PDIcSNl6ktPYge9fiT9QIJO+TaFxv/IAQwdiE5FS1W7vQWzliAg5C60alwHp35egdl8c4++VV0bv1/u1ni2w9DoUMyLiie3LRSx97W4QA37kbQjGbXqudM05158PKk3ppF9kXGzEcxDab73Kody5IR5uP29MDTDAbz70kjKGIF7b/aHr60XaMwR03qOwi2b3kLvG7ywZ2cyrrk9GI3rNqMcIGH1BrSlbnJ6QE/Mo33yfy86mL4gu4iB9z5FnwPx8OhuWDH+ETSwZWAv9SFNunVB/fPcDbSPSo5WY3JloxZiW1gr3OzvC88yypw8RutZ97kjnxb8Ze3/HuNCR9JXXpqmjxmm39UYEEptjkBExxfQOulV/KWZF44f2IOsawLRjpmVJ9DxCqMnTHrSwylL7liJh1t5Y/O/ZtIjOORg3tm6PJpEVghcVQTKuHwvP4MaNAVcCJeLV0zTrpcnnMKh/aSJvjJzB5ifwd+yQ9H5Zuc3Tf/Od6sO9TAtrM4+o79mDnrioQt/6z+fgTQl9bAxbZRt3MhHjR3gmFppTGuNsE4ryD6p61wUdhMWhVmUBphdt5EWNAdPs/PHgaZ6ODimunKy1GhievFvzUpKPqo1ATrIZV6o1oxm7dClvT9y2rdH9z7kMtYPLN1prIYw1tKLnsMinIYHRc5B7PP6dSLuHuSVFAt8XXgY04nF84vvc1GrPO93GUQPcZADiHHPFx0d40xr8OB+JAlhXelBHiMEDBpHD3uMpvV+hifj2QYxBzYAD/VAQAOjEQGRWHtgGtoor74pph7fCtC7Dgd2pTpVCMXW9GBaD9gdi0cEYOBI7fhFxsYh+qN+WG1I8aa47WyR8S2UIu6o25A2vr7gCWjPNgNweFMeBtGDIC1nmp3NIGzNLt0BdFftIy1qQM8T9zw7R02/d2wwE9GbTmFsF3/SWjTwF+Kkaf1w0zRn+ohJi/Fe5AC0UMZRuo3afCoJXmEB6B3ALq0Oc5LSy3AASWmJYU9uuQ7BE9ZgcXZ/DOzYzExCdPxuPF+KfQ4BiQiBq5yA9fZRoSjc3MpX1eVy/5CyBTSLQw8I11UdoKOR7D85hlSMKQRHJr3F/jzvLbSIUbTYVIcls0gVlJ5bZJqGhgyLhaBxsRjbow7o1XA6+DQvanMxed4tqaUUIUmq3gRoBLDoBJ+1Oe4wp47DHh6KiH4lRzxO/7Ydu49lwfuamxF4Q/V8b+DCwnzMTkujtZF0VXnVQX1/x8WLNkMWonCIhYlnB3xqmW0onl98H8XkWVPaoT3k1gFxw2jY7Tyhnap74XkkdJYnOXJzd+TjzQz9YIoXOWRFesT6HTB1XSHGqS+otA7Y19PI98eAuTvw8JsZyHf3gi8PuQ0pxFizxuK20/5CS9u5k+s7l6ZXTXnaNuoyBOsKByGN1l7bbKST6tLBF+FkQ7hFtjir+l3CUZg/ANwMbkPJ4IshnxZiSMmMkin+7TCBZF/MSKPpexutlSYmBpTidrQLp3c5WgzzbUd2WBPoq/WAqevwMD39y/2uO+kqa3SypCGSIgSuTgJF+qCKRODqetlcuvOY6VHMHTuBBa/oyZI5o+9z+nvYj99pINBc92Iu2A6lF6u519Kd2rxP1uDNAS1KrB8xZ+X0N2IaiEv5Bp/yl/ag85h1gSyzTtS+Cb16dbmAdBnZ3OtR8LvaXg6nm13tPo3DVardJfISozDqpXT0f+QJhHYudtP1bItnZoZgWWQCYod1wq//eRmPBNbH8T1fY2rKPUj5+FH8+7keiEwE2k5ai+8jO5daZ9VPtMHXvz79VYalJ/BeVxqpoxH3++in5i5foDaU6jQ5aygr35PKXU5LeEzZ3/8SYdp8eUDxsgVPOqiXq22Xn9Nla6YoEgJVjkClPQTC7/orz195SanJ0pMb8flqeonpOvpbPhd9XBogbBFN+EavxTDD22v38PP0AAat7Bk0HonJKdhHryOIuImnQoIw5tF28GzxMOLozQiIH4nQ8Qvww86dSFy5AHON9+s1uaUjZ+Kf81ZS+iz6yafetEeBZiPMUZpiE7ece95g1rk+qivCZ62ktTP7sHPbOiygF7LyhDWHC+r0qoXmJBe/7GPVrjReNCahihLwgeVhx2I2Up6R4tP2Icwfpac5E2ZPQfR3fxSR9TD2AofGYu37L9PTv0Bi7BRERkZi6uwEtKXf1uZveDWMmbJb6tPvckm4MAFaXhEQF4cN7z1a4gvghQuLhBAQAkKgehCotBHAih7/00tx6B1hvZ3rSQJCIxE3LhJ9uxjr5viY1A/GN0lxCKPXDvQwF6kE0Itjl81Cd/WFmKZM3jmMWO9BCJsWhq7T9IEcFJukpkbqd+6HSUETMTGCFolTVmRsPEatDaU35PNrFnTQy2bM2zOvnynt67J1TQtP0xxHXN3h6Md6zbVOg2LxyJDSdfLUs9JqjvjZWmDw4kjMHDhNtWsSrc+ZIOtfjCNSNTY+bYfiTPrQ0o3xbI956enqnHIK1EO/NxLw4Cun6d2QNvjU1pO9Az9Op2X81kAPevSLwvd/jcBp9QPBNnj6+DimwErKW8tKvAQBWyP06tu3RLIkVF8C/MSzBCEgBIoScDmTnl6uK+P9+fMxevToolrK2DtDL3JesJxepDrwwXL/vu/cxZ+h91234frGDcvQ/meTc2gNDC1kIbfNl55mM503q9YcWo/D03HswFl+XpNS7FQ2jYr6w9+3tJJWLeWL22k9TAYNJdpoDYta71O+4rCTzdyqEmuMyqnnahCfMYN+CeKpp66GplaLNib+7oGCAt0dbdu2Da8O7lYt7BYjhYAQEAKXgwDfk1reO8qhipfOdb/ugvN/DvmLjbjTYttUevXe5fVejNrPnTtHr3AhJ+n0GaTTqEa5PExDRwY5Mly+tq83vL29LuMPmpuIPGkNzPlXnpS9noTXz5T3XQVmveff2mg9zCWuzFGKbbQ4p7TxxvPXKrlCQAgIASEgBITA1USgQtYA5tJjrBmZmTh+/DgyM8+qF32WF2pmxlmknkglLzUV/KJoCUJACAgBISAEhIAQEAKXh0CFjAAW0AhgPv08T3Z2DrLpd28/+/JbFBQW0Kvr7DTFU6AcQt6awZV+HcSF3vvnyj8VR0OTPDyZQY4jl8/JyQXrkyAEhIAQEAJCQAgIASFweQhUiAPoQj/75uriBg96l55fTW9s3LoTZ8+eRS45czw9bE4Rs+PHjiA7fRy32dxQw8MDNWvWRE36vVwvrxoqjfVJEAJC4Ooi8PeFG6+uBktrhYAQuLoJ1Otaqe2vEAewJjl9/NewYX107VLdf4SqUo+HVCYErloCXm4FOFug3xfQoUOHq5aDNFwICAEhwAS4T6zIIENrFUlXdAsBIXDRBK6vJUs9LhqWCAoBIXDFE6joPrFCRgCv+KMiDRQCQuCyE2jgTd9269lx8Iwbss/Jd9PLDlgUCgEhUC0I8MgfO3+qT6xAi8UBrEC4oloICIHyEeAOr6I7vfJZJNJCQAgIgSuTgHzNvjKPq7RKCAgBISAEhIAQEAJlEpARwDLRSIYQEAL/KwL8i0MShIAQEAJXG4HK/HUqcQCvtrNL2isEqgmBi/3JyWrSHDFTCAgBIXBeAvxTcJUZZAq4MmlLXUJACAgBISAEhIAQqAIExAGsAgdBTBACQkAICAEhIASEQGUSEAewMmlLXUJACAgBISAEhIAQqAIExAGsAgdBTBACQkAICAEhIASEQGUSEAewMmlLXUJACAgBISAEhIAQqAIExAGsAgdBTBACQkAICAEhIASEQGUSkNfAVCZtqUsICIFLJGCncnasHu2F3liF7Bm9YLPbYaMeLGXbVhzMB2qQRF4e0OiWjmjhr7u2nJ0LMO77AMwI74CclB+wdPV25JKc77U3o0mNQ/g5JQPI9UD7vo+hSyNPh20n1o1Hg1m3IP3TAfB1pEpECAgBIXDlEBAH8Mo5ltISIXDFEujj4o54R+t6w2umsTMiGuP2RmHa+gAEBQHr1ydh0qZTeLHeKjz2zzp4b2g69pPHl7wkHKNWZcEvowl6B2dj4MwUzOl6CP9BZ9RLGIkzXUItDmAaVoyehqBhW8X5czCXiBAQAlcagf/JFPDp9Ey88o8P0S10FI78kXqlMZX2CIFKJ2DPPI3U1FSczuSRsisvvHcgCRs2bCjyt3bDJhx+oz+uOQnEJG3Fuq9iEUD//nKDPzwbtwNm/hs7TwMNcRzbvt2LXv1C0XD/JuQ264wRjWujVdd2SNp0DM1DQosAy9j5CUYmBWBaWHMsGewCF5fS/gZjGw0eShACQkAIVFcCl30EsKCgAAn/2Y0jJ84YTAqNrQttdTwn146kAyeRluOBxTQl4+fjXQo/lnVBo/q1EHLHTXB1/Z/4qqXYJUlC4BIJ2I9izb//gzQq3rzrg+jUxDnleIkaHcV2LRyIHlGJQPeZOJwwFD6OnCsj4pm+Hj16RCAgNBTNVZP2Iz6+LpKy4+FH++nudpxYMxdJQaNxe30WaIXeQZuw5sfrgGObMX9eK8x+py/c875Dy9CBQOgcjG7dFM3X90bEenIg+yql9JGG2IiRwKQN6OLrj2vGbsKmZ80869Ybzb2s+xIXAkJACFQvApfdATx37hyWrd6CzbsOGiRKOoDs2Cln0LMO5q/YWAYx7QB2bns9enVrLQ5gGZQkufoQOPrdPDwy7C1tcNhSnIy5H+W/AO1IPXQQf6Tb0bRta4ejZ/No5ABxRY4B0ho/YAT+OflZ1Ob42a3kAH7kaDOyDmBF1DyMm/EqTLf67phYHPllOV49dgumbe2DE4vC0SNsL2Lj43Bo/Ta8dNNI9Ek6jHHro/Ct0s9TxS8phzC0f02lu2m7LmjqrEViQkAICIErhkD57z8XaDqPAJ48fRqH/ziOLFqR7ePh4fD3lN+nypNzR9MqKKQ/wxfUap3OYmZWDrw9a+CGxn5gnRKEQPUmkIl1cwznjxsS+w42//1+dKtdzlbZf8GQtt2QiO7YcDwBgaa3Y1FTSpIlt3pG3evegnGR+7Higw8cDYgc1x9+1IPxQx04ewYpScA1tY1huYyfMTygI9Yb0l2nAXOSTiEp5hEETNiNVZO9MHFmAPocTsYf9XrjzmtsyElegJsGzkNoAI0oKqWOqiQiBISAELjiCFTIvOrCSQOx8O+PoZGvK7Z+9By2fkh/5pbjHz6PrQt4+yxt6Y+36s+QpXij2m5KB+u6cMjAgsGBRdbqBAb3weQlPyDnwoWruUSGXqfUZwFkSVIVPpRHN+CdBLKvbVu0VWYmYtnXe4oYvCc+Gg+EhGBSnJmeifi/D6e0xxG3J5Nkaf+VseT8cUjEy2GPY0T0mqLnOA0E/rjmAzzg54da9Ddi5hegZXCOsP/7xRgR0k3lcf6Al97FrlTnmKGy4fHHMe6DNdgY93clN+CDrdj47ksY8LjVNofKSokc2PwdfqY1jlmpWciiGr3Iz8s6qZeZ0FdM5NTuiElJMYjo+BL2cXN8O+Bfm6KBoBjExwxC9KZ0hF/zIyJovjeAHLyUox4IRRI++vI7HPh9H7bvPg7PhgFYtfU43hgdipNXfsdRKcdNKhECQqDqErjsI4A2ei+Dr68vavr4ws2jJho0aHBJrXer4aV0sC7WeaGQm0Ff/6lLj4ntA+xZi4hpi5C0Ph7ZdQ5jai/n9NiF9FRefg5+WDIL8amdMPH5YMe01fnrL6NMaUsoz69IciuZwI5PF2IX1Rn97goEfvkUek1JROzbX+CVfq1Rz7Al/+R2JCYmwu8BdnF0OJW8jNKAB7LYq+Hr4JSRw5t0ZKal0ctRLGFZJHotc+4vm/gYOtxzBCPb+mBPfAQ6D45VmSFjXkaD/05B7OwoJMzegNW/fYxuZIiyISEBifQ321CTnpuFHR/NRgI14ECXM5joVF9psYa3hmBMw3tRs2YeNs/tgZEz6WqfFI/GNnc9ApifDVuHvhiHCCTsfhPPt6N+w5vGQsnJrQFveOb9jOkNeqoRwVDvbBw/nk306KnhdXvQNeQODLu7hcLbyx/Y9h/OkSAEhIAQuLIJXPYRQDc3N7i7u9NfDbi4ucPHx+eS/lxsHkoH62KdFwo8CoCgPhgxZAien7oQx9dOUkU27Tl2oaIq356TU/RGelGlWMiOnJwit+CLLrl9Pr2+4tO9Fy3PgiXL+GLA3EIULhwir6woF8lKFLb/hqVRPPw3BqHtr0W3fkN05bsm4ss91qGmko9u8LvtnMEHoa/PR3+VEIIpsQlY8kY/xzpAU2780i04k/4LJnXXKdu2H6Ehsl1403D++s/cgCWvRmFmwnaMUcORCZiyaLNR3GnDmIUbcPjIESwd3hmdaKRw5syZmHRPK7OaSt16Nb4Z7W9pjSa1zmLZPCBg0Dj0bpCMRet2AHXZFHf6a4S+0QF4f5VxTdEyktDgADSmzoEWlODOVfGIpgd+G3brgT4hPegxEVpVOGogQkNvRx1WIUEICAEhcBURuOwOILPjJ3b1U7suynljB668f7w40KnnYo9ILoy13Kjf7i8IMovlJGN8cDDGz12OuaP1VPGsbfwsJt0YjiRidLAL3GlOyd0lEHMTU8xSlJmCBeP7OKeWA0djp+V+vW/1LATS+8m8vNzhEjwe29KcjmBO8hIEc9q+bZjcx3iNRGA4Vu/TE7XJSyIwkhcorZ+N+4MDETx6CU3h2rFz+Sz0CXS+dmLw5JXqqVE2qvQyOVhJNgaPXl5kCjglcQH6WF5fMXruOme+4hGI8UvWYfXccEf7Ji/f6Wy7xC4bgdM/rtSjaSG1cHj7Luyg7yR6Ghh45+MfyleP3TzDabTOebo5ddBTwM/c35r2fVGPH4+lkJlOI4pUjieROXTo0FJHcAPu6aO9xMSvdxaZKuanif8W2l5/ebN5ohM9ORs2dCjublveRYtGVX9ycz9dn3516qBBy95qFK85spFynNb80VsC4BeA00mfY+708QiLSkLfO5ur2vb+sJryeHicR1T90DqgNUga88Loyd8XpmMTx0f2RtcRH+D34ixp8DAnbR+2bduGnTt3lvzj9GRyrCUIASEgBKopgQvPrf6phvETHpcazAdCylOeRg0N8eSvP1M3ishG3OWfoaf+1mMR/SFgBKKjB6J1LWp6xjYMb9wDiwIiEb/hQSTPG42RPZrh2sP5eKiRDTuXRiBsWjwmLV6Fv9Q5hS1JNXAN3Rg4nFg3GS17T0TouMX45915eKtnGDredQ1O7XgeNIuE/PwMeintNHRsSavPgyIRE+OF9yOmofdrdyJ74QD4tehGbyybhyRakNSn/x3wqNuCbM/G97Mj4Nt3Dlb9sxVSVryOkRND0TkkHc938C2jTD6OboqntvZ2jGCeSJyOZj2iaI5sHFaNC8Wpr/6JgSN7Yl3KWmydGkwTiVnEI4l49AS97haT5sRgD9U7sd8EhGR/ig5GG1VD5eNPEsjBt4uMSdOEiehJf9aw661F2DHmTgQ6B94AD/Mspl+2sAoXifvAvbSr13D6iojyjkU21+I5etMUqQ7Fnnowk43c//Xmi3SalvXyhad9G4K9XsDE2BnooNqUgbn7k+BF/HL3eGH0qq14pCNfgSewhtb79fm1IU4vSULUyGaIGhEDnhcYEbsBY7sC029aj+DFGxDejpzaU/TFrJGvaibTr0ujhgdWTUdHeiikzECvkkn/NFxG3ssEJBlCQAhUZQKW20JFmHkpTpxhR+EllD25EStW18HvX36AqJnxpGgQBt9Ha3uwTY9+BU3Cr19NQAuj1clLZmAR5a5aMwO96gMPdY7F6kUd8cFnSXiIfjoqXy0FCsJf7umFYMoP7mXYRtpWvE438oAYxE4doBy+Nqv2IL53BH44Mgq9yHk0Q9C4OMRP7Us3iRz4rZuGsMMZ5ObRvabLY4gKDcPA9J4YET7EsQYwfF0hws3CnWti9ky6UxmuXellMuDBN2uyVddKtr1Fzh8isXv5VLThxC4d4XMqCaHTXsfGF4PR3Yt8X0oGOb6bvpmBLnS/PNHqDBb1nEjvZ8xAhzb6RsgiEv4kgTiCQKgAAEAASURBVNM/4L1Y0hEyCRumPAQv+vkydaSyduJvPQbToxzLsHTDRATe34TS9RhdwsafYR/aFkfXzEckzxxbAxXXUsuw58i7CLzBea4pMXXOWguUjJ85wUefR/JOY+PnuoK2t92sUg6b4sX0nP5tO3Yfy4L3NTdTnZU/CuhJa4H5i40Xf7GhLy205I8HOVU4k0SbG+7D83376gT6zElOQBS9NuZwC18ke4RgztplCA9uhrmB9EUn7FnsDaoLv0GD4PvJqxgVvR6BNHI4Y0A7VT4/Zz3Wn8lHm/C5KBww16FTIkJACAiBK4lAsbtHFWoavyamvCFpHgb25m/sAYiMjsOzT/cF9f90N9CKQvv3cTh/nEKDdCr0blC0riDq/Dk0uTWYPiPQk/JDI2PoNRQj0KUpzw3txar1LBGBOi4RHHGEpEMZ5ADyCASHIEwbx84fB+fUnYaeb4zu6Glrx6BbzhEkfv4ZVsSvwv7D6fScojWUUcYqwraR7xsw6UHt/Kk8G7o/Nox+GSECP+5PQ/ebdYHQUUOV88d7vvUbqMR09bCBzpfPP09gT8IK9dTu+JGDyHGqZ1F4PZ4Z1RaJs3fRC4o/R9T9T8PdVx8DLBuGPkfepoc/dlnkjainHwwpzHh5DE4+PAhD+nWmTO0WWgsUGT30bI+/0aLAhImJeOuxR+lc+BsaHFoBfnc0h6jBXXSkFD2s+9/P9UAkybadtBbfR3J9lR/qdx6OAwf6w927jjlYR0b4IuzAr7Swj77VWIJnm8dw+HAorQq0odHYqeArmb9IPbziAAa0aGr6jpYSzujNYQdwQFYFOoFITAgIgSuSQMU6gJcwiOegfCllg+bg1LpwNSLn0GOJpOc6nTBLMk3xxqMzTSHpGya9u7D5DSq7fvfncerXW/DP6a/TO8MiEE9/cb9mo695B6YRtLjo+1CDf4GeA22a31D0RuSczNMi5/3M2IlwWs80jxzYSbHReOz6Y9jP09bW+bvzKqBMo4lJv59Sfq/pWNq8aU6rWLDyKJ1MsQKyW04Cp/Hd57FUZhT++her88dq2CkfDsyOpDe6fI4tR4fj7nvCMKptLMgnVM7f+IUr0ODzCYhctguOo2e7AaOWvozYx6ZgV0Isog60wWPkADqcR8vULT1/pYNRuFPkMqz0ex0PRc7GW5H0hYBD2/74aP40hN6gz5TS9LBYDUPvLfX/h4+ce/qjaVPzyxVbpUP9pi3MqGXriUaNzLPfTLahPjl/Fwqe9ZvKy58vBEnyhYAQqPYEKtQBPJ2Rjdfe/awUSDTixoNujmlecwTO6fVx2UsJ5WqQcWNs0eF+9FJzpSVr9G8RjAlzg/EsTQfV6TgSi9b8jL7hzelnpoD49V64vVcvGmW4tKBXXTnXXmXsXU/OH70qZNN/MLYLjxvuVD97deYsD2HqccTiZUrU7NsE9OAj4jcdUVPN5i1w+6plJBqA1tdoPSXKSUIFEKiNsI/TEVaGZp/2Q+lp3aGW3PaYtvEUouhF6rDVRm0fOptD70bYexYRira+PwpnTj2jfvfX5klP2VNa7X4xOEN/zuCDfu+l058zBSR559A3cGbAKzjNM9H051Pbp8jXi9Yl9HB5Hwykdgy0qpK4EBACQkAIVGsC5fKXytPSWj5eaN/mOnyzZU+RYtm5eTh89CT9KnAhUk+mkQ9YiFvatNC/B1xYYPxCCND+xuvAOi42ON2oiy0BtHvkWYSGLcLAm+5F3toYBLXwxrHdP2B3jS4YEtwAC8JHIT1kBEICr8eR5BSluHnTurT1x4OvTKKneCeicR8vbHjjCVzvno4did/DJ+hJBPM0cSkht8i6Kl90DiYvMiICsauD6NcHrqNJJ+2Rfv/Vl9jmXgcJk3qCZnOxf8W3iOzOU8klyzSl9YZF214fIRNGIKIfPcAyuRHeGnY7Ur9/n34nlkYSBy3GX3h9ojElXoqJkvQ/J2BD7drFRwtLMcrmQ3KlpF9MEjmNl1r0YtSLjBAQAkJACFR9AhXmALZv0wTfvD+mCIHcvHzs3X8Ysxd+Dhdy/OK/OqgcwOnP9Ua3DjejpvfFO3xFFNOOcp0s01/F83m/Vb1i01e+XbD0wAaMC+uBsJ40bGaEQbFJGELP5NbxPoyw0B600k+HUHqgY3wvPYXUKHgCdsd7oH9oFHrEO5/sjN09gIRNB9BqkDuuDaSsHYYy2rQKiUQoPakY0TuA6ojGqfz+oB8tQMTEfmCVg6JjEdNwBiJm9sMdzbdix/MdSpYpfBoealDPGM4kvS36xmBTrDe6hmk9XGPQiDmIjRlgjCNySik8KK1RrUs/BkqpfAgBISAEhIAQEAJVnoDLmfR057zrRZj7/vz5GD169EVIlhT554KV+H7rLmzamoReQbdj5Vcb1PaHbTvRslkj/Hv+6yULVVJKhvpFBRu9aYJeNWF1i+kF0Rn5vELOi37hxJphGGbPQRpPVxu/gFKKxAVaQOXT8mGj95z5GhUrW+iVF/5qPwMnTtjhX9/fMlVXskypleRkIC2b5vlsXvD3NZ3SUiWvysQZM2Zg2FNPXZVtr+qN/jP9TFVvm9gnBISAECiNQGXdk9zJX0lNPQnX0oyoiLTod+Pw/tLPkZ2dhfVxzrVKUU/3w5BHQ+Dh4Ym7aNryfxV8/f3h71/M+WNjPD3VT9uV6vxxPr0k15/L8k/W8X65A5enyV2L16lscez7on4R548rKFmm1Go9yYlUtonzVyofSRQCQkAICAEhcJUSuDSfpRyweNr3w+Vr8OnqbxAx9GF0CrwRvjWd04yeHjXw2EN3IuCm5pi/JAGDnp+CuW/87U9NB5fDPBEVAkKgihLgb8MShIAQEAJCoGIIVKgDyA98fPXtNvz7yw24P6gLgu/ogOsbNcCp0xn0CAg9BGy0qfE19cCO4CP398D7y77ArA9W4Jkn+8DPt2bFtFq0CgEhUKUJyNR8lT48YpwQEAJXAIEKnQLOJQdwy45faI3baQx7/H7l/DEzV3rJc53afmhybX36jWBtQl1/P9x7Z0d0DryZHg75DzKzLu01MFfAMZEmCAEhIASEgBAQAkKgQglU6kMgFdoSUS4EykmgshbcltMsERcCQkAICAEhUGEEKv0hkApriSgWAkJACAgBISAEhIAQKBeBCp0CLpclIiwEhIAQEAJCQAgIASFQKQTEAawUzFKJEBACQkAICAEhIASqDgFxAKvOsRBLhIAQEAJCQAgIASFQKQTEAawUzFKJEBACQkAICAEhIASqDgFxAKvOsRBLhIAQEAJCQAgIASFQKQTEAawUzFKJEBACQkAICAEhIASqDoFL+iWQHQfPVJ0WiCVCQAgIASEgBISAEBAC5SIgI4DlwiXCQkAICAEhIASEgBCo/gTEAaz+x1BaIASEgBAQAkJACAiBchEQB7BcuERYCAgBISAEhIAQEALVn4A4gNX/GEoLhIAQEAJCQAgIASFQLgLiAJYLlwgLASEgBISAEBACQqD6E6h0B7CwsBBnc/Kw++AppJ7JwrmCwupPUVogBISAEBACQkAICIFqROCSXgNzKe2znyvAweMZyMq1o5D+edjccOJMDvYfPUN7Lqjh7oa6fp5o4O+t8i6lDikjBISAEBACQkAICAEhcGECFe4A0oAfzpzNxWn6KyBXz9vLBg9XN+Tk2+Hq4gJPjxooLCxAAQmmpufgj7RsXN+gJjmD3nBzdblwC0RCCAgBISAEhIAQEAJCoFwEKtQBLKDp3cwcO35PzURmdj6u8feEr5c7PGvUwO/H0+HhaUMDL3YAC5Gbfw6pmTlI4XQaDaxhs8Hbwx1ubi7iCJbrkIqwEBACQkAICAEhIATOT6BCHcBcGuX77UgafvsjAzdf7w8XF1dk5ZzDmcwsnMrMhS+N/DW81pscQhtNAgON7D7w866Bk2dysf/YGTSu54Oanu7q7/zNMHLtmUijaWWw81izNk0lm+mHsGbhCuS3fRi9b2tyUapESAgIASEgBISAEBACVyqBCnsIJCs3H78dS8fhk1lo0cgPza+phaYN/XBNHW/U8rGhTRN/NGtQC4fIOczKyVdTwHn2c3AlV7BVYz9cR85fano2jp46exHs7dj7xXT0a3Edgjq0RFBAM3RpURvxyZm6bO4pLHvtVXyw7VSZurKSY9G+6UDsvpjqytQiGUJACAgBISAEhIAQqPoEzDGyy2opr/nLzM4jpw7k6NUmh88Tx9OyUL+2l6onK/ccOXjeFC9EI3L0jp/OQp69gKZ9XdG0gQ9N+7rRWsCzyMk7B7u9EBk0fcxTx2WGM5sx/ump2NtmFObFDId/ejJWv/c6ztrtugi10odjHmVqkAwhIASEgBAQAkJACFw1BCrEAczIykMuOW+1fTzgR46bdw13/EHr+xZuOYI/sskpoyeC4XZCQfat4YYO/h6o7UYztzRlbHN1JbcQjhHBvMJzOJ2ZfV4HMOtQMvZSmbExE3FbG0+KNUer23or/UU/DCeSHMNzNE1MVTqCd5swbE8Jc+xLRAgIASEgBISAEBACVyqBCpkC5le9nCUH0EZP+XrR+j53d1eKu8LrHDleObnYl54PH3rCt1lNG2z0AMi21Gz150JpbjZ6MpjKeHm4qT9+Zczh1KwL8M9V+b/98tt55XxwBN8tjkT7FvXQsWltzPviZ4d87r44DL9vPPYaU8Bq/7FJ2J2yA/OG16bpYfq7LxLfpfC08lEsj3wQwyfFwWpZ7r54DG/6IFbtM6aeHdolIgQuL4HU33Zhy+bt2LXnN3p4yhjp/tNV5OB0aipSU0+DVtJKEAJCQAgIgSuYQIWMAPLUbTY91ZtXQCN99HQHr+3zJMeuY60aair2YE4Ogq7zRataHvgpLQeLf0mFJ4383d3YF57uNjVyyA+Q5NATxOdoCvgIrSM8X/Bu3glBJLD8+duRsuMdTIzojya1ijaNJ5wTXuuL9eiOUVPfQMpHL2H201PQfc9i3ERTw+fyT2Jz8k7Hje9cfiY2b3wbj/d4G+g2CmNf88S/X3sbz8z4C36Y2Q/XNz+FzW8Px+bwv+LOhlyXHVv+9SQ2YwjGX6cmnM9nsuRdNQTs2LUmAT/TF4saljbnwR3NW96K9m2vRdEz1SJUajQHa6IfwSNTEp25L6/FmajOzv1LjWXuxKAbeiKRrpG1RxLQ6RJO45yj2/GvZfHYvF+vt/Wq0wY9+/bB3dTOahvsR7Hm3//BWXp7gTXk5QGt77gPgdfyrIMEISAEhED1IlC+e89Fto3f8ZdNo4BZ5MDtpwdBOJA/iGvr+eKsRz5cU3PVS58b1fXGtXV9sPpQOrJpDaA7PQF8gh784PV+XjRtXINGAr3pKeD6/l44R9PGbm5lDFjW7IQ3/rsK/6Bp3+XvP4MH6W/Yu9/iufsDHRYrF5LWCC78ZCra1QLSmqcj4fGp2PN7Jm5qwXc6vUCwOJDOz3yImLGh8CbXsOb3b+PVY5ng8cbAPpEAOYCfrtmFOwdSPWe3Y/k7QOfXBqG5rDV0cJdIDv47YzAiLf5aESbdx2DDhy8jsF7xM6+IlGPHfuhLh/M3fulaPFD7BI56N3fk/6mIzR2NlAI/ck91yEw9iiN//AHUaYnW157fI9wR9xJ6DJtdwoTZb0Wh+5iFWPRqKGqXyC07oTx1l63lPDn01oBDB1OQjoZoe0O9sgVz/sDMYcPIMS4Zxq89WEUdQDtSDx3EH+l2NG3bWq+BLmm+pAgBIXAVEyjDo/pzRE7RC51Pp+eiJk3jtry2lvrjEcCG9BBIw1r62zK/+y+LnMJPf01FRl4B6tH7AFvTAyDX+Nek9wZmIDuPXhTNU8I0MkiDiGU7f4apHg274ZWU37Fw1niV8v7Td+LlxTuKNCToiUHK+eNE7zr1Vd5ZXpNYZuiO559h54+DU45v1R5NgxDZDVg/Ph68mvHomkU0uggMur89fUoQAk4CNfx0vO2o97F91y4aWV6L2S/314mJb6HHDW/RooKLDNknDcH++Ov9ndH29vtxd/vzOC8XqbZ0sRzEPXgjOnfrgSHLfi1dxEg9vfldh/PXNuxd/HTkFM6cOoiVM8OUROJbgzHqg+3n1VE08+LrLlru4vfsvyzELe274faBcY6R/1JL0wWvHePu+GjDdmzfvgWbt+i/J246v1Ncqr7KSLT/giFt2+P2bqOxT+bzK4O41CEEqh2By+4A8k+++dX0QE1vd/Wzb67kwPHInQutB+Rf9mCn7jSNDE7aeAhPrdqLz/edwp3X1kRo81pwJ9ma9PJnkqIXRWfSKKAb6vh6qLIXR9YH7ULHYuv3K9WUcMJH3yDNUjAzL9+xR77nRYWyx2XqoecTo0jH2/j+x5+x/uMFwL3voLOaDr4o1SJ0lRFo1vpmNG/SBK3bdsbAqPewNjrEIDAF8ZtP6zhNN8bPjMDtfn6oRX+3P/53bDyk7+A5v32BJ56MNMosI8csBCNeikcmLz+Ii8aAkG6qTC2/bnhgOJdzrkXdEx+NB0JCMCluj1E+E/F/H05pjyNuj1POyFSb/fGvIXKXTtk18Wk8QLbsKtWZOI2lr0VpwbYv418xA9GEXvUEW23cOfQtLB3VVuUlRL5jlDfrHo54o+6cQ2sw4vHHMeDxaOyhOsqsO2cPollueDS+3fwFRpicQl7CxqOmcRfWb6f6Rj1l2LzrI/Q9DwfdMP70Q7M2N6D5Da3RurX+u5bbSYGnvmMiHjf403ELiUDc5kMqTwtY7Y7Xdj/+AR27TKzi4/B4BJ0D27E4IkTr6EbHZXsqTu+hNnYzzoXh72K/cahSt8cjcrghy+cJ2T9njeXYvjLWGLFMxMthj2NE9BpaUqNtKPs4Os2VmBAQAlc+gcvuAPLPu9WqWQP+vp7q931Tz2TBfo5/7ZeWA/IHBQ9yCG+l0b6Wfh4gXxB1Sf4aH/2LIPZz5JrR6CC/KPoclWOH0cWFnwu++ODW+HbcdS/JJ/+By7Y+vpTqm9z5sHI0X+1zO6ZvBEYNv88YLSxFWJKEAL0b0xo6Pf4crbbTYcOWAxRJxZzQG/HExFjs6h6GMWHdsSvhLfRqG4U9PABtz0e64ZBxqe7NQO4Dh0x8N2wKEvxuw/hJL6N/911IXEblHl0Iw61E/sntSExMRLLlgapTycsoLQEns1h5yVDUWiO/NNHMA9hgzI+Oeqkfiq72syFo8HCj8DL813g3p657GY4addtPHsSyhAQkJGwHzVqi7LqzsIPllk3BQz0fwzJD867E2eh142vYb9h3If052Wk4YmGp1JRaqVGBsaHVLSXD0TUIvrEHJsYm0EEZhfGjQrArMRZP9WyLSV+YTqDV7sHa7gO5al7hGB+HhFg80bMHRsUaIHcl4KkeN6BpJ2qj6YQvi8InW1NV/Ye/eQOx1PgxL0/S5wkdx6iHOyH+kGmg9Z2n6chMS6NXap2hehLo77+05KZkMyRFCAiBq4vA5XcAyWGrRSOAdejdfzVoRC89Kx9pGVnqd4Dz8guQT2v9POnn3Xo08sGd13jDl+KZ9KBHGr0b8CyN0PFPwtEAoHL6cujhkVwq4/Acyzg2WcmLMToyBt/RSNyJP45iZzyt1fuKhIcFo1HZQ3hlaCs7OT+jWF7N9ugzTI9ukPuH3h3qFROQXSFwHgK1W+Me0wMkscxdKxGl7v8h2PCvGEyM+RdmqvxYfPdLJjxbh+LTLTMNhSGYQg7HkjdCaX2XD4YdOY4zH8cgKjIK8+Ys1DK7NuBXx+BeyanKoo80lLSzdehrmB2i00NmzsfnH7+KtiXV0Eif8Z5NEm3dskEJRZ4tOsCY8Kb1s9rz+H/2zgSwpmvr43/cSEgiQYyhiFJPlHRAoy9U8RpieoYGMaWCGF5FVWNo46HorZfX8Jlp05aolKoppBVVyStVWpS0MQtChJBRErn41j7DHZKb5CYSDVmbm3POPnuvvfbvnHvPOmtP+cpWOx1SbrFbWNmqCt7ztiIhLQ1xkVqlzBX47pRc4aLk27UcTCxXyvm8JmNLxFcYbLZyimhpE4FuNKm98MyKz7CVxylWhz1LPoBko5H381TERwj86CtEzpPBBQ/5j2y8U0pVb7mJ/Bri94yQ4vS6uk7DwctpOB85T1+otzYSyWkXoFXuk5g/rkrnXP33IjUtAkGBAXSfhOnPX08W9bdDvw/XKczV+2Qw7GyaIWBlCEJCxoEbKvSIeYcJVFgCpWgeGRha0YTO92kE8H3y5NVxrI5TF2/C0b4artFk0NfS5Ami02mi6LpVgOfsq2Dfhds4RgM/fFrWRP0aVakpuApcm9aW1g9Oz7yHh2JG6UJCFXpi7P92jvRRk7Uf9hFmTetuMtdfk1rV1NP6bV3yVBqC0llLH2F8rEGd1nTiD/1J2tGgfZ8RwKcz0PXfNPK4TGgal8f7TxeBLGQrjhoxVCr+MLmRpRCBCdRs15Qe8BGKQ+jEH9cA6sxPi+bog8EbpYEu6ResCg7FrkjyJkF9KZGNKX2GYu/ocE/Nk8d7qUarW9XONJssI5UmYCpuKKpsL0zy7y4ZUHYdOkvGjuwNFAamZV/E7FwxnIsC9VcWjcfGvwRSvJk/Xt6+qEudgu/eTUKjhqJ3cDYS42UXndfIN9BYyfNCjx5AEHkEkQTqEm2kkheWLhBN5EpCxYcrjrQrp8HVkV4EHJTfHY95+HhCJ6k2HgPJhI4Jp0ZoOWioc8uez5Zj/Tfb6B5RXITKOWlD3mI16O8TjRO6+7ylRvOWCTCBCk7Asl/KYkKqTUZV6l2xnm867Miwq12jGlLJiFt58hYupsuPlKWnbmJY81rwcqmJatczcTr1Hj745Tr829XHc7ZVUI9WA7maTiNuySPYsKb+19KsJtbNfXD8/ECkpWbQtDG50NnURB1lsImUwbodPolXG8NkEXknfi7qWDweugSlQLzzG4cbl+Okw/69DA9d4/O8zwQKJHDlNyxUnt0dWtcD9PNHuqKDmxs1pbqhXWfKTdMmuTStlU+M6jTLvrAZTdzGSOc9fKdB2wr4MjBW9krlzUV9bNWgN+7UCDNbvXfKzDlDlJXeu7Xru9/h79bJcIr2rh//UT+CtkENYWblb3/UWOUfOl9k2aoYdWtSqumBOfn6FGRVWfZD6IXZK5fA1SSxavqSNCO26qwC+jKMdgxXwChS2s1TEfIymhSlT34d2q6u8r3j6o15Wm8cDgyCMDfzBzvQzFocmAATYAL5CJTJT4OG+vhJK3qQBzCbRvi6NKiByzfTsfDVxrAWE0PT+Xu0GseN23fhQusD17K1kQw9a6sq0hQwd+iV+UJiCrX8VqK+hNY0fYxtPsXzRWhsUKO2Je/w+XKWPCLnDMLe/lwa/PEKt6mUnGNFyWlkIGTfOo6P/cl7LAVvDOzYAM4OwtqTH+NvjAxET9POdEra/JvT322VI33XY9eSfmQwHkF0YDAZgHagr4USZEMl4tAf0L3lSqPW1yHAvMWgZpC2eiPRSHeTBOLAxhW+sz0QTnMTxiyYhu3/3It+LZWXtoxYLB0QLGfx0KKLi1DIYDTJHsMMfPfVLjmN0d/Cy06D2nVRd+0cTin5rPNYO4XJ1xdFHsA8ppf+VN6dLOHNM3kf1cBOOY7YexgZxFYcXj93Uslqh2ol/ZWVZ9DKqwJ0F35RXhyoq0DMWrTTZCN0FxmA5C22tlIuOFVIphyOM9dWop0LKaFLwQnqJnM3tzr+1sENjiXVK59GHMEEmMCTSKDU+wCqEKpba9Ckjj1uUf+/JJrsuUZ1a9yjX+Ms8gyKH8Q0WhruGTLsxPq/tWnJOCcy9EDNxvE3UqVl5MRAELF2cF36iIEl5THk3EqEw7CJ+A+N3MvvvyiPGrNOfyWBiAA/jBs7lka7eqGeS2cEK827Wurz5UrPbUe33pglOZJjMeQ5dwRoQ7AqJAQBXtTfrJApVGo0bCJXK/QjBMydgd51uylmZDg2hB+RjBsre6VvXvgY9KfRwm0GBBWKQm5ApFH1HeXOZxEBH2JeyGc4qh9pa5rdfdLHkCd8icXIlxti3srN2L55JYY1dMcKJek6mg+RWjilcE8xboK69URv94YYGWywRi0rOwaezwyFNkSLkW4jFG/nbBowI1tjRctXFBGbmEBMnKGlUbjXjSLN7+b33tmgz3SlL2FEAIbMWIntYVr4jJBr7RUySbq2xtIMjbPGsZbva2gKK+WqYPkCLeaNraufZ/Kb9d/QUCIKNjWgXHF8MnsaVm0+Qo7ks5jdzROenhNwThiyHJgAE6jQBMrMALTSVJFW9KhFff90D2hFDxrRKwaAZFInpss0xUs2zfOXS3Gij588aTQNFqGRv7fTc5BBy8XZVrOGMCLzvtGXp6tl7dwZ/1q0EN3bqI+18qQd61L+CMQiPDycRrsKy88V3hO1iD6dBP9OqquvMQL3HkcIjSIFmTShC4IQGBQEMTC0CU2aLoKhKVNxO1Fcs24jME2yCChP8Ao8q12JedRlTIQVy45KnqCWPXyhzMZCI39jMWv9VoR4S9ammZcXajaUs6PNwNnwlZJFIDiIlkK8UYDlYOeKkKRYrJgmdAeCA8dg5JhAyRB19Z6NfVTPwapXkHxknrPVgRs0YjnWFytWzlZ6LlpetqtXGhYG0ehnUaDrROpLPE0ZgWyZfDvXvlg3UTGlViyA9qcbQlIhwcDcOJFNSx/E7fsUouYxKwIxklYYiqXaTFu5D5+95WaclPYN9ctzgq6D7JLTX2O1w59RQjvhiXV8EQHKBQ4PXoBgzMYK7UQpVcyKCdgZS74/jQsmbpotxcXSCOPA/x5Ftqa6Mp9hG/31NRLNu0yACVQwApVS09IKH2GRB8in69bh9YGWdyR+QJ68RFrK7R5N75JLcwTm0DJxYmoY4d2ztbKi/inUHEz9A8Vo3wwaGKJ7SCt+kMOv1TO1aU5ATbn1/uXBwodPIIEfvvkMY/z8yqXmuowUmi+TnuM2oomRmnKL1FKHlBTx4LejFy+ROpvW9M2GDeW1IxlyEGlSKI2jkqZIofp8GSRbR+3JjjS6v6igy7iF6zRivhqykFutDho4FpAnO0Nax9jO0ZGWiixIqg4mZWcfx7i6nWkaFW8cvL0Wz2UTJ2rudCQZ+URYJJ9IEetsHXF2tIRzQXqKeOUa0J7GzhHKFIGFZXikc6rejqS3CBm0jrPORlx/I9602kkKzYWloXjDffBIxXJmJsAEnnACVhoNPR+S8/9mlna9RPNtQ2rqTaYl3hKSM2l5OLkBJD3rPnn3rGhlkGq4cO2OtHawPS0F16CWndQPUPT/48AEKioBYUA4mXc4FYCE1tAmI8gQbODkZGQISCdEGidDEov3hHFkLLvwjBo7J6NRroWkJaMkn4r5kucpW9+37RpEfzyJU748SoRF8qm1lFjnJVWQyMLj816DwlM/6tm8ets5mbm24oXA8kv3qCpxfibABJ4gAvlemstKdzESWHzMBddmdcxFcxwTYAJMwJSApgZ6TJuIJmjJc9mZkuEjJsAEmECxCDw2A7BYWnFiJsAEmIA5AjYu8J3zkbkzHMcEmAATYALFIFBmg0CKoQMnZQJMgAkwASbABJgAE3iMBNgAfIywuSgmwASYABNgAkyACZQHAmwAloerwDowASbABJgAE2ACTOAxEmAD8DHC5qKYABNgAkyACTABJlAeCLABWB6uAuvABJgAE2ACTIAJMIHHSKBEo4DbPePwGFXkophA2RD4oWzEslQmwASYABNgAuWeAHsAy/0lYgWZABNgAkyACTABJlC6BNgALF2eLI0JMAEmwASYABNgAuWeABuA5f4SsYJMgAkwASbABJgAEyhdAmwAli5PlsYEmAATYAJMgAkwgXJPgA3Acn+JWEEmwASYABNgAkyACZQuATYAS5cnS2MCTIAJMAEmwASYQLknwAZgub9ErCATYAJMgAkwASbABEqXQInmAbRUhZx7uTj6+2lLk+dL1+a5ZnCwt80XzxFMgAkwASbABJgAE2ACJSdQpgZgdnYODv0ai4b1aqNy5eI5G6/dSEbjBnXYACz5teWcTIAJMAEmwASYABMwS6BMDUBRopWVBgN7dgYqVTKrgLlIkWftxl3mTnFcqRLQ4bcdn+J/99wwblBH2JSqbBZWEIHcB4Du/kPk6IDcB5Wgo48IVWhTpdJDVKVvpTV9qlYpSALHMwEmwASYABN4NAJlbgCq6q37ajdS0zPVwwK3wvjr84+/0wOSnpIWh3R8PuLv8N3we54c/fBr2ja8aJ8n+jEenlzdH239txtKbNsW+N1Yz374mXTs+JfomIUjIf6YkrwEI9gANFyjMty7dx84dxNISKuCowlV8GdSZVxOIe/4Q6Ce/X3Uph4Pres+gPsz99G63kNUsypamYxb13EzLQuaatVgX7MOHG0MX+uLu0Mwe30ixn/8b3RpzCZ+0TQ5BRNgAkygYhAwPCkeQ33f7P0aGjesI5Uk+geu3RiBEQN76Jt5hYH45ZbvUYWMwGI4DGV56cKoGo4lod1QI4d2rXOQk1Mb9atJp/+yP7XdSKdVPVHD2hpIOwHfKSFAv5kI7d8SpKGsowUP+bKqgHUNIdkaFt0IunhsXBSCq+3G472+rcpKpadabtTZyvjudGVcTa2Em1l0n1d+iIdK74jErMpIvAvE3ayMI1cAz+ceou/fdLC1LsB7nn0Bof/+FwJWxJgw8155CGt8XKW4u4mHERERgc6BMwo1AGPDxqLThHCsOHoNPi3tTOSVxUHsZ1ReQLipaFdXeLXpgM69h2N4v/Yoey1Mi+cjJsAEmEBFImDRc7+0gFQlw866qqm1I47VOHVbtUrx+gsK/ci8Arp2w7jRo8uwKVOH7GzAxsjDopMjCjSgGnYchLc7CuUo6OKwjwzA9J5DMXr083Jcvr/5y8iXBPnTFKUHdJSHBNloHuWSp2FdEBmwS97Ce/mVovqJMjRUhrmTFTsulzx/35+phPXHNbh5twruU7NvZeJUSfons3lI++L/fXIHXk63wobjDyjdQ8kQdLIlF2GecGiJDxl/sYDXNHzp/xpw9Q9ELAtERk6uUUoLzaicDCkPvZc93uDli2mtaiHr9lWc/CUcEeGx9AlFoJcWcV9NQIPHq005K02HMwe/x5G4XHQe1g/swC1nl4fVYQJPOIHiW1qPUOHf/7yAmF9OSp+DNDjkPjXz/nI8Th8n9sUTUEOdocS/4occmH1+Zcdh1uuvY9bqLVg9tR15Fyth6W93JPHxMZ+jPx2LOPGZuvoHpOsLzsaOWf3Rf/4W/PbDarSrZIVq1CbX/+MYMsGuYfWIdrCiZjerSq9j42/UrldU0N2VZKeZPKANmc5HLtWXUen1WfjtDnUSk0JJ9DDkidnxMSpZke70eX38asSrYg1FK3s6nNyyFP3bGXiMmL8DEiny/n08aDj2U8r9n07B6+3aYX5kvJLvJrbM76+UUQkjPo40YpivkAoXoaPeDGdvVsL3Z6sgKaMSqPsfef4A8eUzvsvFvvhUob8P6V5Mz6mE/Rc0OHUduJaaF9sV7F1Axh+8EB06B/26dEE/nwlYcygNX450y5uYjgu3yl3f+gqpaWnwdbXQYDRTQkmiQt7XImjOHCxasha7SPfz0Z9C8l1GBGJsyJGSiHyK8ujw04IhmBiwBrefolpxVZgAEygfBB6bAWhnWw2XribixB/npU/s6UuoXs0ap89f0ceJfXv76tCIp6Pxk9FiVjmSl0tHnijpo893F1f278ci/8Hw/+EVaLVatHQgT0zMx2ja2RfbqUl2z88/I2zecIT4d8PfZ/1ABp4Iubj+x3ZsDxqMl7r543XtKswb1xXbAzuT0ecM/99foebdeWhLZpHPu1sfyei5+cN8PNtzCprNDEP0vlD0278IL722Qja+SqSHQffO/QIRoF0CLem+f40/mk7fodRPD0jZycLBFVNgP2gV9kTvw6qArtgQ1A/rfxMmsRUavdRWSdcC3hMnormtOCRDc2pdDA7aDu3mfdi+aiY2BPbExM+FMc9BEBAG4NW0StTsW5m8e5VRWbxs6NFQE/DDB9JH6gioxEvGIY2cT0yvhCuUN0l20OlzGS5gGq7dNLXozTl5rXOvIWrlFDjUqCF9AkKiYCzy4m4tentNQdQV4ScWIQN75g7FMG0Ubt06gnlD3ZW8Xgg9SBYphewLuzHOywsBIQcM6khnKK92LHqPDcFFVZwUn/9PTq5pAie3wdgROU9KGBO0AWeMqnbr+G4EeKl61CD5Why6YlwLkS0bR7eHYJi7XE+pvl5zcUYp5sx2qudQw7GUQ6mHdvcFqVzxR+YxAwcuXMB27VCl7u6YGXaczupw6LMZepbD5m5Gij6n2Ekh1obznai8Q9eN61k0W5m/LwKk1v3b0P5rLIaRnFhjMSZl8gETYAJMoHgECncLFE9Woal79+iEB9ScVVSgZyOsNFZGD8iichid3z8FdStN0Udof76N9zrWlI4lr17XeTj3/QdoLtU6HaunBdK5APy5ZSFaibiOL8Hu9u/ot+hDHJr+Ojwoq9S0jK4I+/UbDHuxJrXiWiNozX60Hb4KUevHQ/RobBkXhJ4npGJK+CcdWz8MAtouQejCYRAat9pzBtvJIDx8bSI8G5ZMD1n34dh3aS1ebyIGAPii0d0a8An5DL/P62tmcIw9xv/wEOPVWrS3xYqQV+iInsKahhj2wWzsoYdy+sTJGD9ebsLWxW9BP2oVHh76J94bJPoFdkbonkXw/fIAlo5uJdVFFVdRt9m5D2nAR2Wp6beyxmD6iZtcQyahPV0oEZtJ7msxKvgB+QBFEDMnpWRXwamkh/SduA83Z2pHVoOmAdr70kFoDIa4ekC7dR38ursW6OcL6PaylNPD2xu3w8MRGjQA1VrGYlGvxlL83cTjiImJQO/kueiutDUmxkVI/QcjFogkrvD29kB4eAwCPIPQIWktXBs2AWUSKsB7dBe4O0qigOvRGLKA+vd5f4oGJRh34tTJG/NcgxAUG4ojpxegJXklr0dp0WqApAgmzgtBk5xDCFywAJ7hC7CO+i0OlvotZmD7lIYYGSrrMXG2FvURj/Btt/UtA7nJVM+INKQZGZa6tESEUz08eqdB/CKIcDfxHFUtHDFuK6RjL19vXAqlPpITOmPFMooi56tgiVPUbB08Bv9u/RJCBrvQCaHDM5IOHr6zMbDZHQQEBcMz4ioOCmYKjyLZmnCjZvFTTeHVVFKF/zABJsAESoXAYzMAt0YcQFoG9XAvIoh+gGJgSLFHgQi5bQOwL3QEbHPpSXoPcGppOrS2n3d/xfijtNlnsWc7ZZnXRzb+JL008BgyBgiZgmMX75ABqODp6o0BZPyJkJUrRpgAE98bJhl/Yt+5VT/gB7FXwiB02S/yTkEtIwNWxPx+JZ0MwEfQg/pFdpKMPyHNHi92Gw5sMDRyi1iTkH0NMbt2Yuv2PbiYkAbj8crIzt+EnZWcLGXf4Ps3bBAGiRraypzUw4q8FUZdXJI84KOy/tXmIU35ch8dyKgb38kKtlUr00tGLmITH+DPW9QMXFk0BJOBSJc+/nZl1LQWL09GBiCZej21x6FNckNgRCwCB7gj0NUX33xBBlxL1RIzpu6BTUfD0JPOZUx6Ec6dA3EyXlw72QCEmSEXVdXs1B/vVOgEqQ+ar6sXPIPIMIpbDFc3V4yb54XwoAiE770Ad8kAAo6Gr5dyaif1KGF/XHs4NSURZGSl5wpL7QqWSsafK748uh/9Wgrr6C30e8UVrfoEwW/O1+jx1VvQHP9aMf488E3sN3pDdopq1VEuOdQgf7ZRUA6k8VBG0fKuLyJPa+FOluyZDkB7GiiDWFesiN4JHzcnZByXWSbdSpOSZ8TKOnjM3oldgV2kuD4v1ETzPguw9ruZCOknjESa4kf6S38KZOuInnNCsSKuLiZGeONgDBmPj+3XWlWOt0yACTzNBB7bT8o9+iHv2bUDnOs7FchTGIhf7/yR+gDSw7LAVIWcqN0KnV58scCHjknfO6Wz4O9Xb0vNxuoLt6a67DfLW4pIrqYR53KkB5OaSv7xV4+KvVV0EQbsZu0bqHqPrFcRaNPMRQxjVhPIe8XTQ+4XqeZRJalbqRz1T/pJjK/RFmuoUXteqBZDnknERWo6F36qokLXmaF4r3MtqKrDrhmE5hzkJuAr1Eb4oHIlxbdHVB4+RA3COunvVmhex4qahcmL+vJD/HrlAeZ/T8Yeef+kQPE3qBk40c7MN8LGBf5fJcF9+ypMGBGEWPKYDXw5FNM2HUVQr5aKAHkzK/ILyfiTjqzke9y8wWOSjQ4m4sh6Mv6UW6BGDXJHGwW3gUMAMgBD/7sD7w8OgFP2Geo2EEEpZqOfmzlD1Cizhbu6KydxQKT1GotukvEnZ2zQZbjsKYzYi3MZb8Hq0F7phMfs2XrjT05Z8r/a6AWS8SckPOP2Gv0Nx7StWyXjT8TZPfsy9cI0hPPRsg4x5/7Ant0p9BW2wu3obVKCpGt5fycKZys87/IvQQayRNPv4+2eaagU7zEBJvBUEij6yV6K1barXk0/5UthYiuLp2EJgzBsVGOnUBH2jfE6dWnb/vM1ZBnlOb6H3vDJAGpZX3gPxZnHEOybkXFMuuyvhk6enjB9xIryzZprJVLs4okNlG84qpu4QGRR6Wf3k/EHaH/+HzWdi/qfRDP6m5opnj50rKhRw9qQ2cpBpKPg+Dd4enaU9/lvHgI0qOOhcb8/ubcfxZKdR70CaXCRuOVF4y+ZifQx3P9iT4wOlkYI55EqH9qgXb8Aal70xuZ/+8GPpoQJHjIVva5F4GUjg6FudYu+FflL8GgJ1QGd/yS9GjTughCygAIigrD/ymT0uPAtQimh98p/PsII3mzIDjVXPFvPDtk34oUzEF6dX8xjA9noPYXijtRYyxX2eEnctaUVDG3FOpq2SYTGTso9Lw6ou4oIqmmn6oDwQAwRPyVGQU2jjyqCrUinegoN3zh9bt5hAkyACTwSAdXP8EhCSjtzpRIYgMVvcKwDrw/GURvrFPjSKN/z167h8Jb5NF8aebyGB+JV5alXfLkloVETfd6fRxkXwbn/fGpei0f8+ZPY8flq/BAvjC/yOEp/S/Bnvz9GzNqIuHi5fqK/Xtt54/C8Yg+YypU9Qwe//w6//fYD5vdvC2olx5atB+QBLtUcJINwe/hXko53SDWb5gOwmTDuD3wF45fuQNz58zhJeT//3Hg0dQn0foqyaGh1j/o0ybPBrBM9HCohjWaFXr0vCWdp8r/4m9nYdPAWth2lMddG30pyFKKW7QPUrm7c/GsGjk0DDP4oDFoPcS4GR8+Ry9Eo5OQZpmF06hF3HeE5Zpok49uN4fhiwwLa94Cvl6kHsjiFZMfuQBD1KwS6kHdUA011udUg4rezkrfeIEuHdMWqEu8mOmUqm5izNwxJCtozfvVVunUUlDRvfGEsVR18Pz1Ko6pvI/m2+knCtrFueUVZfFx6r4AWF8kJmQATeMoJGD1qyk9NjR+UlmolmS5FtGm1cKpuIq75oCX4OTRAGuX7rLMzXhkchK7jVuHS2mHC3yUFa7FTw9AsbGWlnlESSBsquLbxcUH7VpJcI3H6hA1f/wB/0gjFttuD0PlvTdH02bbo5+uPy1nyT3/J9SA3588++FtTuX5tA0IR9YFkJUhlG8u1b+uJJdRFUBr1/FI3nOkUiiXj2uL3kMH4+9LfyNvRHCPCAsjaWyTpuOyEmCDGBoNWJ2HzzH5YM6Uf/vbss2hLeX33XdbXraLviMEctcSIabLmyJ7TB92Dyjh5/T5+PnsXB89m4vhVHS4mPyDj0PC1FAagg/UDWt3DOCeJ0GXQ6NwMvay8O/bVjS2cvGdL97jB3wfBm0RGLJgA6h4I14mT0N7RsjKsrUw9kylnovC2O91jFHzXj0MzqoaNSzsavkQhfCtOpYgdOWSf2YtAYSi6usGZnH9N3DtLJ2ICl+OoUToludEmApfUkdM0wvl96g9ZWkHVIXTrPtyirhMa6sQpf2yk/pzFLUduAgaqmWIqrhhOzwSYABPIR+DxPSXyFV2aEfYYve0hRhck0uZFbBNP0nzBBh1Hf4KHQ+bhThY19Wiqoaa98S8tyV1vKtem1TB6jg8zkfT8+G14ON4kyvyBzfNYb1YPOXmrvu/hRO7buJNOTc/04LC3t9f3viuxHv2mYtO20ci9c4d8QBrUrGlswOapn6YJ3qb6+i6ltNXsUVOa0Xkghn6oQ8068iCYF4d9gtw+86TG8WqknxzqYNDCbcideQfpEkZ72PNs0Pp7QKzp27reAxoIQhNA0/WvIoa6i2Zdavq9kuGImVuT8PDBA9SoWRtVbarTxOiyASgag2mGGLjUeoBmtfPcv9l/oq9LN9TynYahr7+K5xpa4eQ3q2SDiPrfvfEYVvPQV9DGFb6zaYTwAslth7EjOuvvW32aAnbWhmiR5uogDXNP/G0vVtAoYxG8Zm/FR8qACWhaYuxKb4TSAIxuNDJ+3Xxv1M08gcUjZMNt1kcj5eZmtxFY4R2IiTTKudsz16D9dBLFJyLivwF4cell+AurVGkm1r43DZfcqpHOK6Tm5QLUK3a0I+mwjnTwoybg5u5xpOsANEImTvz0LeKfDcAiZYUWywRrYCe1akdgSXAYfDxc0a6TG6gWHJgAE2ACj0ygTAzA+/fvS/Pw3UlJRRpNLqs+usJpgEdh/fse0sNRNI2JkJ6eDpHfkeYFrE59B8VbdJkFG2HslJn04gnW2JCRVjrK5IjmseQ0yVirWVM24CxRxt4krT3q1DHNpSHDTzX9jM9o7GvytC/GQJR96yoP0anxfWl5t8upGtCgYDL/5Mm2q9O8fOKTN0jG3/2HqGenw4vOD+BK6wObBI0DurgCK0KDEUMfNbh6z8PKRZOhH2qlOK/taRUeNWhUL7bBsa3OMwTjdFL6/KpJ0Xk9jC/8czQgDEDX2fAsxmTSseHBCFIVo60XTZ3y1riR6O7awCiWxPqsRHTVZ9F5zAL4DQhVznkgZOf/wbeLmtYOPmsvoGqjf8EvOAKBY2RjUjRJe9G8nyK4DpyJWdRUvTAiVIxdoc6KIdjna41unhNgZ9S3VZn/KT8PymKMTciUbDR9pB0Gr70MO9c5GBIUaqQrDaf5dLpIbghFsrXBP4O24tvwAWSoTqDhJ67Yd+2QSd9OgzDeYwJMgAkUj0Almv1ftc8syvnpunWYOnVqoWnvZmXh7t27uHDxMr6J/An/fncsbqekSyt/FJqRTgoDsFEDJ8z9zzp4tHdFs2caoG69urCzFW1oHCwnkI2Y1fOwNac7Fr39umUDYywX/lSk/OSTTzDGz++x1EW05H97kqZ6OVkVadR3sjK1C4umYfl1x1QF8YW8T8afeBca9LccDHj+AfUhFFPDmKYTR9kpt8h7nUsvXFnkwK6LBk7yQIj8Kcs25uL2GXAbsQK+nx5X5sMro/KyM2huRHIz038bJ8cC7+vsjBSlv6AGjrIbzUghHVJupUBHL1tOjmXHSyd0zaDFEakcOyrHYIIbqWLJri7bIMeudF4OLSmW0zABJvB0ErAih9qtW8kl/00qDMsD8gDm0lx8WTR3QRatlbvzuwN4QG1ZOpo65QE1dQlPn9iqQTwMheFXmZ5wwtMnlEvPyJTyZ2fnQMjjUFwCNvAYv5B8HxzKAwFaQRD92jyg78E97DtfGUmZVZBKkzzTjEeSoSd0FL0DxOcBLZFY3+4+urjcx5vtHkB0XTVn/Ik8No5OaPCXtwlewXoy/sh/h+E9XYRaZRds7Kg/ZNHibewKNg6pfwUcnfQ+0qKFlTCFhnR1os8jBzIgHS2p9CMXxAKYABOoSARK/FJaGCTRib1ypSrUl8kKNWyr49CvJ5GZmYkcMuZE87DaRCwMP2EICqNP7Gs0VVDV2hq25O2zpTV2q1WrKsUZd4ovrFw+xwTKMwFbmtOj598eorHjA1oajibZSXyIi7dBK4RYSavkiJG+DjTYw6XmQ7xEE0S7OT8s1PgrL3XNiN0L0QjtOm0MN0+Wl4vCejABJsAEiiBQJgagLRl94lOvXh280vHlIlTg00yg4hCoXf0hWjg9JC8WvfhUqULbyjTR8z2a/a8y6lR/QAYgDfgg51TrOnKzbwlmRHrsMO1cR+JG0jB6WbPANffYteMCmQATYAJMwByBMjEAzRXEcUyACcgEGtKgV/FpJ63t+zR0b9DAhkd98+3NBJgAE3iiCJjpVv5E6c/KMgEmwASYABNgAkyACRSTABuAxQTGyZkAE2ACTIAJMAEm8KQTYAPwSb+CrD8TYAJMgAkwASbABIpJgA3AYgLj5EyACTABJsAEmAATeNIJsAH4pF9B1p8JMAEmwASYABNgAsUkwAZgMYFxcibABJgAE2ACTIAJPOkE2AB80q8g6/9UEMhMTcaN5GQkp6YiM4fWOePwRBK4cWwnQnccRc4TqX15V1qHk1GbELrnOPMt00ulQ6r4LaKPyW+RLgG7v1iHbUcSyrR0Fv74CPA8gI+PNZfEBPIRSD0fjaWLQnAgMc8p+45Y9nkgWlnniX/KD+O2zMLkz4FPwhfieaPlvzPjtqLfuxvg+9F69MdO9JvxtREJOzggA6lGMc6D52OmbRjJigPq90LYOj/UMzoPJGDp0H9hR7od3lm+Fr2aWKOgsk2yFXGQ9PtmhG3ujgF9X0YFu3RFkCnidE4spg38AHfpuq0c5VpA4hz8vulrhGX2x4CebhbyzcS290ZgWfZwbF86AEa3VAFllPNoiziVvA6Z8dFYOCMEh9MNMtoNW4TgYc8BOSkI37wbGX3d0b+9syGB0V5m3Cb6nh6m7+8nJt9foyS8W44IsAFYji4Gq1KxCGSe2oSBiiHTZfR0jPB4BtnXLuPXn75HaORFZAlHYJlYETk4tmM9ou644u1R7mVTREkv5b2sAnLek+LvQQfrBs9j/GDgnlVVVK2agZ+/2YYTaAWfgS/DjpLdy70H5783Ag4rohJ341D8CPQnI08NmXExZPyJowxaiSWbtnSuwLLVXEVvraxo4WZ7WsKy6KRPdIqcG0ex9NM/0GfKSLQqFatKJubirCxsTd6mbas2ILHVIPh3b65nVZXwAsXkW02f3bKdAsq2LHPppTLPOA+n0iuOJGVid7Aw/uwwKCAQns1ycWTP1/iZvnNSoKIl/IavUamWzsIeP4Gn/Xfq8RPlEpmARQTIM7FG9mK9EfB/mN5deaOu54xWL7jDx58aES36duqQQ0mtrS1KrNfsjx278R3sJANQH6nfKZlMffYy3tHUdsVgvZeIHk7RZADefRnDBg0wMWbjVAOQ9Pnux3Por88DxEb9WIpa6qAjNcSa5hoU19ooRTWEKFIkh7Qw3A6FX0udfPNYdqsZqVrlzjl8d3AbnPp6o1WbUrAIrJ9D8K6tRiVk4NtIuoD2/eFvFGu6a+BuGm98ZIv+c7eS17g4oYiy8zEujmzL05plnI+ThfIs0TnnEn6+ADh4vk1Gt+yFbTrZDfSulScovzUkUyfd84bTtq2GIGrXEEME75VrAtwHsFxfHlbuaSWgS4hBKP3YwuVNTFSNP+PKapSHas55LPbzx+KNkQhbOBLdew9A6Cm5sfPSgS8xsPeb8Br4Jrr7heBkqvKmTnJ0ycex+G1/Kb3II51Pls+f2/ERQkWTM3nGxvmNxKiFO+ndXw6FyVSS6DeFlSES5ZzfiVFCr/hYLH2bdBB6DJ2LH+PV0vSi8u/ksWfzHBqlV3vbCd9gweFs5AHcUE/rzmN7ZJJ69Ejbc1HrpGvg2f9NDJyzDocvJSNvO2PCka2YIOqufOZvPKTnLQrXJZ/GqjlG16q3P7adF4zII7PQHxOC9xn6vEn3w0gsjYqX9VaOF2+Jxt41s9Cd9PDqPwCb6R7Jid9H5cr3x8C31+GcEXbhXZrvNwCeA4fCs/dIhBn361Jl7jiEHzfO1eu9dM9pqcyc+Ej+LKZpAABAAElEQVSMeVd+eQmbMRQD/bSIM5ItJSIv2qq3R2L2llhZT/qbfGQTRom6xRka63/5YhZGifopZc7fQWWIvO8soEZ6aqiP/ASjhlJ9Dxj1OyM31IVjW0nWmxDcxf17o8CLn4O9wVMpTaTCXD6esCwScXRdRinXRC+j0LKTsXvZVD3jaWuija6jKncnftqzQmI2ag3VXSfyzKV7RL3+/gg9aFQXUccjOzFtqHqetnN24nZBjI04ydfXH2HH6J4zCseI6UCSIV+SwnQ2yiTtyt+y1DN/GL4reZPQcXU6K90XxN6T6qXeFyKp9J0fanQ/FHEvndsRgoH0m/CLSRUSECrdO/L9ZkYFjiolAmwAlhJIFsMEikMg506KlLxj9/Z57YU8YrKRmJiE7zauQejJ5hjUtxea2WuQfHAF/BZvQ92uvlg4azhaJEZjqv9GfT+4nOu/4+e7zTB5+nS8P7ozGXt0fukByUiyb/w89ZmjYN8Ir73eC/94obHkASpKZh7FUFgZIq0uNxMJotxJH2DH3Y7wGdwZDukn8OHyHwwGTV6h0nEWEq/eQPKNG7ghfZJx5UaG2ZSFR4rm5Cbo27UJkB6F6POysZh68idqHa6L8ZOK5xfKW1bykXXwD9mN1Na9MHdOAHpkRdPDnfQkA0UNIs2ouRtw1qUz3p8fhMmerXBg42KMDD4kG6yZsQgcNRNbfk1Cx8G+mDtrEny6NgNyZQl3LiTh7J8JEI3UcsjGhcQM/Jqg8hD3Rwa++zwE2h1Z8BndH+3sgdUzfOE1aTnuduoFHyoz9cJurNx3XhZBZc4asxAHMjsicM50DGoNhM79F/bqrShF5prF+HDjdfQdJsvcsXwVTgqENvXh3omYUmjXlfrjvd4OdEuaBo0j6ttk4PDnquGtw+FdX5NRl4Rvoy/KaYUhvjkO1Zs0Jc+tXK9zd4Qlp0H9lo0UeQ3wjz698IwRU1z4GlM/2AAnKnsQ6ZFwMBRfmloQRrrokPRnPBIupCgvCHQcH4+zkWswma5LfhkFlU0G3sKx+G9kPAZNmo7AYZ1xgoyXoC0KU5Iuyw3FnOVR6OLZC73bUHP2/UTsi7yOHuMm0bX1Rcf6SfQitxxx8q0ofY9HzQ3FifQm8A0IwPuT3kRfFydoCmRs4GTt3BS1iGfoVwcN3yfqI7iGmNo5N6bflaJ0NsIkdq2bottLtL2wDT5klO2NM7HKpMTiMpzdHGL+vqBzutw7SEin7itSavGn8HupgUt9pNJvQvh+g7GXemwfwi5k4Nnm9fVSeKdsCOT92pZNKSyVCTABUwLKN691y6J/5O6KnPW7Y92qiWgq5ctE2PwoqXnso2l9JGOu+fTL8CaD8NiNYXitnga2bUbim3Vqke1xMzoaqxMSJK9AvRe8MMJlA5aJZtNharNpJrZ8VrhMVZq6LawMycBUEjp3HYcV0zylB5Ldr6TH7UzJoDHfcCiaUOOhnTJBLeYRt4545Y2OOLB/DXbt+xODm7vh2J5t5Hkdjk4trbC6xNIz8cP63XQNuiPsY3mAyavtO+P5ZSMx57gqNBORIg06YtV/A/CsuHYvtIFt2lvQ7v8Cv/m5o9beMOq/CLQYNh8LhsnNbq926qYIyITU5+1u4X3epPvDpRfWLfZDU4J67l4c/DfGocu4Rfig73P0VD6NXyJn4tYd2Yw8t08u8/1lgXitNtCjbQ0cogEYW/edRg9FB0kmDURavCoQL9DFTG6aAe+FUYi7monniaGf9wVsORiPF7284WN2pJIt3Lp2BP6Iwp83JqJe7fP46Ve5Wgm/HEXyODfYxAlDHAj0EMakwQCAph76Tx6DmMjpuNtnCHzEAAQpGNyMg2b9H/w7UbcJXUec6D8Tp86SS7sTVcZMkBkaelRUVdKYl+FqtmxdQiS0B8ngHb0Y/j1Fn8T2SPmZ7uXII0gd1Fz6Dspy7TD5PyvRX98x0pmatlfptXK+doiM4iylfy/dH+I7R10x3lm+mAYiyT8KrympzTJWDEcpiUa8ENbF4R0ROJrcB69S9RNiduEsnQzs14YcqVFF6qwUpWys0WvuWtxbOBvLDp6A9t2x2NBpOBa+NwDOyu9V4feF6AwqU1CSS3ILzdOmK/ria+z4Zh9uDHqOBmrlYP9X9P1Ed/QSNx6HMiVgfJ3KtCAWzgSYQH4C6dIAhKJ70bd4vZti/JGMnEv4nzRqeBs1LYkfS0OIu5ZJBqD44dTh0rEDiPzhfzgRfx1Jorm5vmpI6BQHk9xsKhliFsk0lCPvFVaGmrYuAvyF8SeCTo0spM+Z8B3UxftL5uJ5OyWHxgbpx0LJ2xatz2/5TgpqtGiPAfXJg7rjIG742GMnPcg7BryKepqfLBeTN2XOVam/FFo3hqPRudq16Cms2imCKXF38OwsG39SOg069OwOUP+52CupcJcGntSFr5ds/BmJKtZui1c8JONPZNJJ/pcmGPyGYjjdN3CXzivOww9HDcCHRqU4ZyhuRyWuRZ/+kvEnDu1q1ZJiM6SRSXQL0kAbEe7phFEp3UHSsfGfpi+60+FhxMTdgHu9w7TXCpPH1cUyajo9nzkaVj/KLxwd6IXF4MJSJORkQxgOd3NNdZfO1n8TI4TxJ4JSN2MHoXyiiL+FyTBTtuqxP/H5dHT/3Ei2vcxBH0MjznvojT85NjMhFnuj9iImNg4n/kiiyFby/a9+5yhPF8X408uhHUsYP/9Gf2DHGuz+KR6v9nXC95vIpBYvN8Q051SKJK5InY0LRW30n7UK7qf2YemC5Th8cANGjbiNsK8Mo+gLuy9MRBkdFJynHnqNboUdnwsP/TgMdvoN6/8QhvYbeUbtGwnj3VIjwAZgqaFkQUyg+AT27o2FP3mOigomD0L1mUgemnf83WGVqzy4adP4GRsSpcOPwW/hw/0ZaNH1TQz3/QcOkofhu8IKKVJm3syWl1H8H5lqqN2oHmob2RWOjYr2lObVUD3OrVKbHo7tELomCkuXXCWPW10sdK8HXMnz8FYzWLKlDvDCQHEgY7uKUXqTuipMU29SfzxKo1ZHU032khiyVYOVSUbDmXx7VcwnNLk/lEyS7aQWmk8Q0JeaJduS5STfPbmo3qixSSpjmertYZKgqIN6z5F3h+yTo7/Aw56sbpf+6NHNCevJAPzt6BGkR9L9Obqj3B2hKFlFnBfX4lGDJTKcuw6H78sOUL9yBA3iG1dQSD1G/XQ/oJe0+vRdfcsPHvXWYdl+pYFUhVps69VQmqZJe/jQy00Y9ddMeKkOwujFsO+sV6UXLvU9pLg6C+n12nTDgq/csHnOVKz+lUbRn6dR9I3kcktyXxSW59mu1IpB0zXt2ncErervpG4sdeHdwzDy21Bb3ittAuZ/TUq7FJbHBJiACQHbZ93RhZo+DhykiVXPv4T+zfN6AcXToYCvp20j/J3sobOJ1nipS+f8b8rUxyuUjD/nvkFYSU1twiC8Jh4yRk84xX9j0KkomYaU8l7m6SLLyJulWMei+kbGi/qsLJYMNfF9oOmrXeGw5gR5NOKAl8bhRcJt3JqmJhVbK6NyjeNN9q3t0JAizv55iRx+1LdROpmMY8dpcIYtNX2KYFsfHag/3tkzSSZN3rHRP9JJOzSrYwtNVdHkHYct++LxQl+5Xx1F6IN8nVTPLaXcvU1q4muhT1GCHcX+fMa1C15rXsA9ZqHYquSdLTjUgwfVaceOUMnT2CXgedja2qEH3btbFi+mbHYIdC/gQa9c8OoWW8YFa1HsM2bK1tgr3097F7zWRXynLAk5+GkbGX90f3yxLgDCZ3nuUpicUWC3Vr7HF37E8eQhUhOufNL0b+GMa6PrwI4IW/41Ro0X+dqhVwd6uaFQMp2lrMqf2mj/fCMyAONwJyvb+ETp7td+ESNaA8t2LMZUIbnTJLzIrb+ly7gAaTwIpAAwHM0EypSApgnGzepORWRg2ZQRWLzlEC5RH71Lccexe2MIjSKcjGPqK3w+RRzQ/S2RNxo+b6/AL+cTkBB/Gnu3bMJPCWTWaDRworMJv/yIn05R89MXQVhNTZHITMSFZGH22KLtS3VpYMg2fH3gNBJuiFGZRcikFCahyDJMUusP7hkZofpIS3YexQIUeWu/RM3AckF9e7cvyLSmBMk4tDcaPx5QP/uw9+Dp/MYiXb83PKmNmhjOWLYTvxyJxPyhY7H6DxKh9+jQw3lkOxqAItJE4hINaDlGI0Rn7UgCWg9Ge2qme7bHmxDG3OE1U2k05VGcOx8rrbYgXUfS0lbYV4k0Z+HBo9hNo3wnrxG95ooZ8rBr1VMuc9mUydhMdUtIiMexAztpXxlZXAzxvx0+LN23mXnKUEW07PSCslsXr78gTCAHdJT6/NGufWe8qHYuUzOoW9XA/mGPdH+nKtZ6SXy2efPkPVaL1G/NlG3d5B945yX6Tu2Yh9lf7MM5GkgSd+oQNtP3Vv2a5pdbBdVr0D2C37Az6jhOHtxEfTMF42T8/kcCbek7N0J4/5MwZzINujh1HudI5qqF60xGVRfFuCn1GRVkRXDu20/f3cASneVcyl96cZw9dBY2Rx2la3oDl6gZeO03cXSyFdxblKVFZg2Pwb30qvj2faWQ76c+Ge+UAoFHe/0rBQVYBBOoqATqdZqI8I9csHDBGhrFSU20nxtItKDO1w2FJ4q8VyI0qmnqaRF5VwVURSCNQp01JUpORH/Hv9CHPAvPYTQ1rU39PBpzZlC/ufqdMX6YA1ZvpBG5o+zwzS4/uLw2GC02L0fY4pkIQy8prlCZxu44UZoFZcg/LsLDpQYN6rrQvjBGCwg2NYWVRu1YeYLG3jFPTJ5DvdFliDeVZYtB2k/w0k1qJm9lOlhAbZCV08eTNyXEIETsUZ+qzp2eM42jow7+i+BzmfhFhmJWJD3OaUR2oNMP0MYYkjbtOQOLM0Mw/fM18KM0Iji/9CaN3O4j94t0cMN/lgdIqy/sWL4QO+QkGN9xKO3ZwmPkcKyfsQGrFy6k4yZ4Z84k7Ju7nE6Z/nSb3h+CudLMKORZ29BoUQpW4g8FWzeErJ6Fj+csJLkz9QNh2o1eZDLnm6lMOWs9e/k+tH22K3xa76ZVT0Lgt9kOi8O/xAumKslFtehIPimap7H+a2ijYG/5EnlIN8ej3UAP6nFmGvRlkoHdfxwN3qHm4llTotF3fijepgKqSsWrV0zk1cj2diGewrx58h7nk2G2bAdpgASCP8R/6XtzeLOid+vh6DVI3jcnt33/UWixfzm2hMzDFvJ4+owbjlNrNiD0g5loLZh1CaDBWFUxmUYOa2eI4UAidMRr0+gyFcJYz0kkd3gewzvZSQM+hnu1ETFKkAd1FKazmlLa0ksd0uOwOoTuC/WEfSu8859p8opEihFuUraSTr0v5EPj77wcU1Se2i/0oBaR3ThAgz+6t1G8raoOvC0zApVS09IeFkf6p+vWYepUyVFbnGyclgmUOwKffPIJxvj5lQO9aO1N8g5l0MNM/LOrXTvv871gHXU5SM3Mlrx+trbUpGiUUpdJ6wrrNHBwkH9QxfqeGjsH2OpnCaa8NHegxsbaKI4EFCLTSLy0W3QZeXM8fcdiHedsnQ1q1y7kwZWTidRscpNRk6mDrbk2Zh0yU8mXRA9h6zzXEbpMWiNaBzsHB6MJnkuHYyatPU13AGyoTP1tUQzRIr+ok63ZOhVDUAFJdZmZkvc1H5MC0pdmdEFly/e8qLat6femwMLF9yybGMvXT+RPFfeLg9F9oNwfGjMsS4Ox5TqL+zAVGeJepd6NtamPq/FvSoFVfMQTuhvR8B4TgqbjFiO4bwHdAh6xDM5uIGBFvzO3btHzwBDFe0yACfw1BMhIoxVAStTIQhNGOxg/SIwqoKEHjrFMBzIsTUMBeQuRaZqfHoJFlpE3x9N3bOtABntR1bK2RQGXSclJzb1k4JkNGlsyLs2eeeTIAsu0UPKj5i+qGE1eY7ioDKV4vqCy897zRRdp+j0T+fNdzkLuj9JgbLnO4j6k+7mAW7HoupYkhQ7/27BOHvzRhY2/khAsaR42AEtKjvMxASbABJgAE2ACj0ggFSnWrnhjWDce/PGIJIubnQ3A4hLj9EyACTABJsAEmEApEaC5BycHlpIsFlMcAjwKuDi0OC0TYAJMgAkwASbABJ4CAmwAPgUXkavABJgAE2ACTIAJMIHiEGADsDi0OC0TYAJMgAkwASbABJ4CAmwAPgUXkavABJ42Ajk3jmLxwi9NJsR92urI9WECTIAJ/JUE2AD8K+lz2UygtAjQ2rQ5YuoufaBj0wj9Gf2OlMckk/5Uqe3k08syyVXunMN3B7fh0EVl9lnLsnEqJsAEmAATsJAAjwK2EBQnYwKlTyAVP21chf9uPExzYMmhC02E+oEyEWrCka34cO4Gae1XcbbLsOl4Z5i7POdcznksnjQX8PSD2+1IaHfESQLGfxSKvvZHETBpuZTPwaUXtIv88Kw0UV0O9gbPwFbrN+Db6ipm0SoiIkgrU3wwBOqqXLrkWKzQarHjjwzlfC/MfMcPrZS5wXLO78S4Refx7gc9sD/4A+wQK3vYt8P7H72L15qoM+IlY/cyWjUhUl5erF3fAMwb19lU974T0D7je3y4UV4Boe+kRXi753PIiY/EuHe/lsoOmzEUu+p3xIIlgWhlq8PJPWvwb1o1QeZlh8lLVppZR1nKyn+YABNgAkygEALsASwEDp9iAmVHgIyxhb6YI4y/1t0ROCsAkwd3R6Pq8jtZ8pF1GCWMP5fOeH9+ECZ7tsKBjYsxMvgQrdwgQjYSEzNo+bgQMv6y4DO6P9rZA6tn+MKLjL+7nXrBh/KkXtiNlfvOK9XQIYnWMD0buUYy/rr07Y9BtCZwwq+0kPzH+2S5tB5o4Cgy6v6oDt+AWVg4qT8yft2NyT5zcU5xxulyM5GQSMvKTaJ0dzvCZ3BnOKSfwIfLf1DWzBV1GysZf4MmTUfgsM44sSMEQVtUPRTd1ywm4+86+g6Tdd+xfBVOijJs6sO9UxNJ53Zd+2PA6+1gT1h08VGYSsafXdfhmDsnAOM9X4TxomBKJXnDBJgAE2ACFhBgD6AFkDgJEyhtArr4/dLanajfC2Ef+6GeKKCTWBhehExErhfeuY5Y9d8AeXH3F9rANu0taPd/gd/83NGB1kS9K5KSh2/dYj80pVWlzt2Lo8Xm49Bl3CLyItLatbrT+CVyJm7doaXilCAbTK0wd/UcvOoslqIaiPrvjcCyg7vwZ2Y3VNsXBuGP8/0oGD7Smpwv4zOnexg4lwzJ786bLNPk3HUcVkzzJK9eDux+jcbq25lklgJVEuS6tRu9GP49xcz+7ZHyM52PPILUQc2l1Ukk3e07YvGqQLxAnsXkphnwXhiFuKuZeL65G/y8L2DLwXi86OUNn1byklmZ6UkkC6jewBWvtqf6tVd5SdH8hwkwASbABIpBgD2AxYDFSZlAaRHISU+RRLXz7Cobf8aCcy7hf9Ss6uDZWTb+pHMadOjZnfaSEHtFbTAGWrziIRl/IokOWfS3CQa/QcaRCPcL6N9X/2W8LBl/IpEt2nRoJXakoMuQZbRtoTblkh5t3dGCzhobkkBdBPgL408EQznijTLnjly3E59PR/feA+jzJlZTfZB5TyTWhxZ9+kvGn4iwq1VLis/IkmXl5Mpp7+kMxqtts45kEgNnN85Ed7+52EwGIgcmwASYABMoGQH2AJaMG+diAqVCwKaqma+gYk+l3kyVmlRl/xetu1stf4Pn3VyD8aUqJEWpmdRIk+09yWRTk6gSxNZKTScO1AS0ZHh1OpS8dup52prR3Ogs9S2kplrflx2Qm6tEV29Ey8sbgrHuqg6Gs2b2bJ/DgvD/w+4tG/Dp5sNYvXAqfhg2HyuHuZpJzFFMgAkwASZQGAH2ABZGh88xgTIioLGXfWeHow5Rg2+eYFsfHag/H84kSU2q6tnY6B9p1w7N6hi8c+q5R9leOSMGkFRDNb1FlwzqXqgPOVdjpWbh6lb6BPpz5nbUusHeBa916YYe3ZVPp+cMNqW5jGbiqmqMTUZKYOuMXqMC8c22xehCh2d3/qofQANdDo185lHDZjByFBNgAkwgHwE2APMh4QgmUPYErJv8A++8ROVc+BoTg7fiWBz114vairAoMVCiNrqObAekb8OMZZG4dOMGju1ZgVk7qA9c68FoX88yQ8yoZda0Qolf493gnTiXIMvVHhTNzQMgutq1euNN6qOXAe3sEPxyPgGX4qIxb8oGyl8Xvl7PmcoxOrpn5B5U65awYx5mf7EP52jgSdypQ9i8xYyxayTD3O5vhw/jUkICMslFmHM+EvOXbcVJSa9LkBqaG9dUvIqZCHtnKLwGTsGxfBa1OckcxwSYABOo2AQsfJJUbEhceyZQ+gSs0euDlcj8eA5W79+A6fvlEtqNdoUP7TbtOQOLM0Mw/fM18IuUz0nTtczqo/S7k+Ma1TT2kFWjSNGHTwnWNpB61unbddUTdsCfofAfHypFOHQajjWTX5ZP1nbHZ/8Zhxnv0kjhKdFynH0rBH4YiA7KNDBypChLDRrUdaF90c9PClS3uWuBYJoGZvNyHN6sRLcejl6DlH3amOoux9ezl+tj+2xX+LTejbDNIfDbbIfF4V+iNXJxIHKD9JFS0yCShdP+ofcq2kpZaxXZNG3QgPeYABNgAhWXQKXUtLSHxan+p+vWYerUqcXJwmmZQLkk8Mknn2CMn99frltOZqbkrNNobGGt73enqJWTidRscn9RU6iDbd6TxVU9E5vfHoHVGI6IpQOgS02lcjVwcDDXpJyD1FQxAEMDWzpf0jdFXWaq5L3T2NjC1rr4UjJJR1F3W33ddcjMlJt5rW1LrldxyXF6JsAEmMDTQsBKo8GtW8kl/l1/WjhwPZjAX05AGDIFmnbWtnAo8GTxVZeaajMzpL6FDg4mLr08wqzJMHz0gjW2DtK0L3mEW3xom09HMkhti29IWlwgJ2QCTIAJVBAC/EtaQS40V5MJCG9ei9c7o0tuC5PRuEyGCTABJsAEKh4BNgAr3jXnGldYAtboMCwAHSps/bniTIAJMAEmoBLgUcAqCd4yASbABJgAE2ACTKCCEGADsIJcaK4mE2ACTIAJMAEmwARUAmwAqiR4ywSYABNgAkyACTCBCkKADcAKcqG5mkyACTABJsAEmAATUAmwAaiS4C0TYAJMgAkwASbABCoIATYAK8iF5moyASbABJgAE2ACTEAlwAagSoK3TIAJMAEmwASYABOoIATYAKwgF5qryQSYABNgAkyACTABlQAbgCoJ3jIBJsAEmAATYAJMoIIQYAOwglxoriYTYAJMgAkwASbABFQCbACqJHjLBJgAE2ACTIAJMIEKQoANwApyobmaTIAJMAEmwASYABNQCbABqJLgLRNgAkyACTABJsAEKggBNgAryIXmajIBJsAEmAATYAJMQCXABqBKgrdMgAkwASbABJgAE6ggBNgArCAXmqvJBJgAE2ACTIAJMAGVABuAKgneMgEmwASYABNgAkygghBgA7CCXGiuJhNgAkyACTABJsAEVAJsAKokeMsEmAATYAJMgAkwgQpCgA3ACnKhuZpMgAkwASbABJgAE1AJsAGokuAtE2ACTIAJMAEmwAQqCAFNBaknV5MJlBsCDx48gPjk5uZKOul0OlSqVAmVK1fWbzUaDapUqVJudGZFmAATYAJM4OkiwAbg03U9uTblnMD9+/dx+/ZtZGZmIjExEcnJyUhJSUEl0tvW1hbV6ePk5IT69eujTp06EIZgUSHj1nXcTMuCplo12NesA0cbQ56Lu0Mwe30ixn/8b3RpbFOUKD7PBJgAE2ACFYQANwFXkAvN1SwfBOLj4xEbG4szp08DDx+iZYsW6NG9O3r06IG2bduiARl+mRkZOHnyJM6ePYt79+4VrHj2BYTO8IKzy3Nwc3NDm+eeQ5O6tTAuLFaf527iYURErMCfydn6OHM7sWFj4VCjBsLOZJg7XepxsZ/J5YkypY+7O3oPnYLQqDPQlXppT57Ax309njxCrDETYAKPSsDgKnhUSZyfCTCBAgmIJt8LFy7g6uUrqFuvLmrWrIkGDRrA2tpa7+UT3kHxEd7By5cv43L8ZbIRH6JZs2aoRt69vOHQEh8ErCBjz2savvR/Dbj6ByKWBSIjR25altPb5c1m/jhHNvzuGWc1n7J0Yz18Ma1DNfwSvAIxZBjHRIQiaedpBHZpULrllKE0XcoZ7N17AtXb9UCXlo7FKinlzEHsPZKA1m/8E65ORj/Hf9X1KJb2nJgJMIEnmYDRL86TXA3WnQmUXwLC+Ltz5w4Sr19HQ+eGaNq0Kezs7CTjT/T9U4Pa508YhaphmJCQgBr29nBwdIQ9bQ3hCvYuEJ4+L0SHzkE7qXW3C/r5TAB1KTQTCv+qu771FVLfMpOtjKNCPtbC15WUn/NvRGl9MXBBBGL+uPpEGYBI+B+GjAmAhzaaDEC3YhFL2LcAfoEx0Eb3MTEA/6rrUSzlOTETYAJPNAFuAn6iLx8r/yQQEAag8OqJbe3atVGDmj1tbGykAR/m9BeDQYSBKPoAiv2s7GxkZWWZJtUbeWm4dlN/IKUx123QOvcaolZOkZtbqfyAkCgYN/Ze3K1Fb68piLqiNhVnYM/coRimjcKtW0cwb6i7ktcLoQevS+VkX9iNcV5eJOtAnmZbyqsdi95jQ3BRFWeqvf4oJ1dNYIPX/tlbio+Ju4Zs0k6UP067Gxdjt2OY1FQ8FicUpXW3jmPJWC99fcZpt+OWXqrY0eHE9hAMc1eamCn/sLnbTepclIzsM9upfkOpvldw5eBn6C3pUAOdhmpxIkUuTHf9AN59b610EPPlbIwbS8xmKOVknMHmkLkmOoybuxnXlcslmHci40+EwAm+GDd0KLS7L0jH+a+HiM7G0c10nRQ9HGq4E/vtenlSCgt0lgrgP0yACVR4AmwAVvhbgAGUNQExylcM9qhbty6cnZ1RtWrVIosUnkHRRCw+WXfvIjU11TSPpgHa+4qoGAxx9cCqqNg8Rphp8oBuL2NgYCg8vL3hSqdCgwZgwe4r+kR3E48jJiYU54z6CibGRSBiwQA0d+mG4AjA29tDKi/AMwixZLfZNGxCxceQrI9xRDGIJIHXozFkQThp5owGRYw7oQZwvQ6x//tR2vdq9yxENlF++IIhcHMfgQiqo4dHbTltyhGMdOmMoPAYTNSGYJavB6UbgeYzdusZpBxZi84jghBRyxvztFrMmuiFtCwrQ2kWyNDlJiM8JgIBnq5o4xmAGA8veBGC2IgF6Dx9O5ljZGZmpeCXGLXPZQ1JP7uacjkZ53bDLygY6DANWu08eBP48OAxmBZ+Rq5HIX/zX48MbJ9SF93GLECMqze0K0MwzSuW2I9AKw8trihGpSU6F1Isn2ICTKACEWADsAJdbK7qX0fgLhlxwphTm3kt1UTkEQbkXfIgmgYNemqPQ+slYmMROMAdtd3Jg3fG2BIzzuGBTUcvY9fatfg+WiudOBmfbJQgf19BvZnqpcWppENYszYCkfOEEUjGXRyVY+OKcfOEAjEI3yt7roTAo+HrxQbaST0kQ046KODPlVtJSLl1BtvJO9k5IFxK5f1ac2mrlu8xbRMSDkVgV8RHaEdqHlj9NsgepWbTa1g04S0ELtmOdd4UsWI9YhUPYfzRaEnGrPcWY8qECQj86Cvs+qiXXh9LZEgClD++K6ORHPEVNm4/BMnuDj8O4Xi1cemH6KMrpVReY98nRl9hTaBcjl0bf5y/nISNS+bAf0IA1mzdJKW7dO6yZKg26xWIIyuF4kDIulCs+eorBPZykY4B0+uREfs1RobSKY95OHVoLfx93kLQV0nYNE1YpAvIQDfwVwSgIJ3V87xlAkygYhNgA7BiX3+u/WMgIJp+s7Oy4eDgIDXpFqdI0Vz84P4D5OSYGQ1s4wJ/MgKi18+TvHqIDcXAl5/BvN35PUyzIr9AT3WAgpW1pILsrypKm4k4sn4C1BlkatRoaJLBbeAQ6Tj0vzvkJtjsM9gQJMyz2ejn5miS1txB8AA3NHF5GSPJO0nWDUJ2Hkc/F2O34WysndPLyBxKwYXjssct7rd92LN9O/bsjsAFyfCLwG/nZAvQubWbVNzCPj7QhlEzcopxM7llMlR9XadtRYiPm+w91DRBe8nojsMNpfU6OzdHTmoy+IaiNDZwcrRBxq0riD1+HCcuZlINyV775ay+KdqQVRGmFppnez56rxQz6z1vNNafs0HXQcOko18Oxem9nyKiKJ31IniHCTCBCkvA0P5SYRFwxZlA2RIQzblVqsiTPBsP+rC01CqaKqAOhAUkt0G7fgE4mOSNzf/2g9+KGAQPmYpe1yLwspETqW51Y6OqAFHmoj1aomEhvxKaxl0QQgZRQEQQ9l+ZjB4XvoUw5bxX/hOWjOP1mv0pxr9UE1WdXPB8GxfY5S3Low6Mh76QVQXVMxgaMEIqy1jtHMUMcuoyBTu019CXDMuFE2KwkBJNXLkP833akwTLZKhymzZ2UndNtlYmR/kPRB/Dhf+aQN452WA1pDBu+DbEFransZYvZl0nUxo2zV0hfIjhJ+Mlo1LFV1KdC9OBzzEBJvB0EWAP4NN1Pbk25ZCAMPrENC7qQJDiqCjyVKFRHTY0MrjQYNMAgz8Kg1a4mKhJ9ug506Zg1TAqVEaJTjrCc8w0Kee3G8PxxYYFtO8BX6+WFknr0bsPutA8iO5uZoy/AiTIvlBXfHM6Cak0qXay+km6DT+919EGXSYsQfLl49iknShJWjGhG9YrbcSWyVAUUBx8BahjiDa5RNn4dmZnyfibtykaCbfTkErN6FKDr2WuV4Nc2tMp08Kk3TX2ZNKwkGtnqUGewrNO+uZtKaOlOkuJ+Q8TYAIVkQAbgBXxqnOdHysBYQDaKAagmNevOEH0HbQiA1BMC2MSdBk0Olfp8GZyQj6wr676gsycLOWoBn8fJBk2EQsm0MAMan6cOAnti279lbQwjAK2VCkbNG7iSoljseuH8+QQJH+e+qEVUNRa62jktAgaRxf0nPARoqW+i0BOrjCgLJMhCbDgj8ZK9spdunLLkDo7DnuFZeY6Gz693GTPZsYtXJNSGDyAqmEnPJuFBed2cpN20Jq90uATNe2p77ZKu94d2pkagGoC3jIBJsAECiDABmABYDiaCZQWATGVi5jDT8wFmJNjuWtGTAot8ohRw7Y0LYxJyP4TfV0aoveUuQjbHoWjRw7QqiA02CFGpJqNN1rmSW+SuZQPaDCI72zJ9SgJHjuicxHmzKOUr0H3GcE0+yGNZJ5Aq4fMWImogwcRtT0MM2kalc3KSiaxoQPhMHQGwnZH4UBUGJbTiGERGtQQTeGWyZAyWPDH5pnWkgEcG/wBlmym8g7EItumEV6U7NQFeHvuSmz+jKZ8celDvlkKl37E/tjrkmTndh2lbeDsD7E96gBOXDFv1Dt1GoN5Ql74GAyS6nyAppgZi26Bor+lNyb1s8zjKhXGf5gAE2ACRIANQL4NmEAZExAjf2s51kQGNedeS6A57mhOv6I8gQ/I+BOTQKeQAWhrayfNd2eipsYBXcggiAkNxsQRA9CtWx9aFSQCrt7zEH1hGvS91hTHob2VwcOkeqxg7FQ0k04qr4Dmyrwexhf+OVpWjzxenq6WG5/GepnUTz0wV75jJ3x5YR9mebkiZkUgBnp6YuCICVgRkabvH1ijYQeAlsCbOGQA+g6YgPBYV8xaf8gwwMQCGZpqyrQzxpyEXlL1jOpIBvC760UzeCyCxlB5fYSXzgn9gkOkwTkRwYHwC1iALiGb8KUYNR0bjiHu4RCN9E6dhmOFr7iQKzByQB9M+OZPUQLUa2Pg44Qp+48jZKKHUuc+NMUMuRhpFZh9p1dKo6NFNot1Fok5MAEmUKEJVEpNSytWm9Sn69Zh6tSpFRoaV/7pIPDJJ59gjJ/fY6mM8OZdvXoVqSkpqEfzAYql4JxoomdzQaS9RsZfPC0HV93WVpo7sKCJo7NTbuFOVi5NFZNFD/+6aOBkZJiYE15GcRe3z4DbiBXw/ZSMlMEuZVRKfrEZVP9satXV2NjB0S7vQBcdMlIypGEhNnaOoBZis6FwGWazmI3UZaQgQ9HFTi1MNNWnZMPGzgmyetm4dT0DmpqOcFTTkLQMui905Jm0IU+vUbTZcrIprWjgFumdHP+a621WMY5kAkzgiSAguhXdupVchi01TwQGVpIJPB4CwgsoJoEW4ebNWzQx9G3cosmhxcogonlY9BMUAz7Eih+3bt1Celo6qtlWR6NGjfItGWessY2jExpY2N/OOF/p7l/BejL+xLJ0w3s+PuNP1MGO6l+wCaSh80XDKVyG5aQ0ZGTmK01jBycTo5ymhjEzO7Yleqqa2FCd8pq66jneMgEmwAQsJVDAO7Gl2TkdE2AClhIQgxXq168PO/LqZVNfQGHw3aYRrGKiZ9EkLEb7ashQFH3+6jWoLxmGYvBHSaaOsVSn0kiXEbsXwSTIddoYk6lnSkM2y2ACTIAJMIGyIcAGYNlwZalMwCwBYdCJiaErk6EntsL4EwNDRD+MqjRYRBiJYsCHPX3E1DHl3fgTlbRzHYkbScNId/ZLmb3oHMkEmAATKIcE2AAshxeFVXq6CQjDTnxEP8CnI1DftaI6rj0dFeVaMAEmwASeGgI8CvipuZRcESbABJgAE2ACTIAJWEaADUDLOHEqJsAEmAATYAJMgAk8NQTYAHxqLiVXhAkwASbABJgAE2AClhFgA9AyTpyKCTABJsAEmAATYAJPDQE2AJ+aS8kVYQJMgAkwASbABJiAZQTYALSME6diAkyACTABJsAEmMBTQ4ANwKfmUnJFnmQCmanJuEErgySnpiIzh9YT45CPQE5mKq2gQozok5PvrBqhQ6qSxoSjLgG7v1iHbUcS1IRFb3XJ2LvxS+w+dqPotJyighDQ4WTUJoTuOV7IPVhBUJRpNQv4HtMCiMy/9MCzAVh6LFkSEyg2gdTz0ZjvNwD9fMbCZ9RYePv4ot/AN9F9qBZxBVs5xS7nSckQt2UWuveehZOZRhrnxCNs4VR4efvCWzCij1dvf4QeOG+UCMiMj8bsoW9ioJJGcJy28bScJicF4Zt3Y/2xFOU4FtN6D8CEL2JNZJgc5CRiw8Zt+PTIdZNoPigdAplxm+haTzW91qUjumRSciy4J8js+33T1wj78ndpPWbLCsrEtvcGoPvbW2F8W1uWtxymsohTyfUu9HtsCf8y1q/kNSt/OXki6PJ3TVijCkIg89QmDJzxtVTbLqOnY4THM8i+dhm//vQ9QiMvIks4Aq3LAkYOju1Yj6g7rnh7lHvZFFFSte9lmebUxWPxwKn4jmKdu/rig+GdoLl5BP83Yw3CFk/HudTFWNC3OZ3NxO7gEBxOt8OggEB4NsvFkT1f42fyGEiBfumqix09T/mnz8U53+q9cnrxV5/HyhBX4fdKcu+UJM9fATrPPUFe422rNiCx1SD4dxf3mByqSjdSVXF7WB6qWZ5UTllOmJllkIdTcatWaPoivseUt2j+Zalfoco/cSeLdQ8/cbVjhZlAuSVAXoE1svH3RsD/YXp3Z1nTes5o9YI7fPzJ/WfRt1MsJUd2jbVFifU0/tixm4wqO8kA1Ef+f3vnAmBTuff/L/bcZ4zLuN9vEQoVXpRLqYTkDV2o5CRJTpF6Raf8qZzkOOkcJCnVSSdRpxRNJyoKoZIicr8NBoO5MZc94/97nrXX3mvv2XvPnmFaw3wfZq+1nuvv+Txr7fXdz2Ut907x8nQnv4A7Sd+8r8VffOdH8Ma4GwwkNXphxhvxGPrAdKyf9wa23zwVLbAP3+8B4ns9KjfrVtqChqPbYlAgWyKaY8ZnH/kPldfzOfV7mSO1aDzjJ5bTgB5aE/lJX8BLvRJQPCOk3KK44ttR/DYOfu74t95fmpgWd2HFZ3f5T2CHb4FzIgP/SVwPxPXHyID2yLkivzHUKxwDuxj0n/wR+geO4DfEHzN3RH2+OOR8cfuU0I4fBgU4hVh0KDZnF/E6lh94BfgX174Qq3EpReMQ8KXUmqzLRUPAmfQtFohgQeM7MMoUf1brHa6uquzdmD58JKa/lyjDoPfJkNntWLAlVcfct+odDOh7B/qoIePhM/FrqmfuoDPlZ0x/dKSOr9Lo8BQjfNfSF7HgqGRxdDlGDL8PQ6d+6h6aCpan1Ty1H6wMFZ69+1MMVXbt34p/PCo2KDvunoxv9oc6EJaJtUvlBozqGP+IS/ypjJWr0QkTBreQne34749qjp5xJ0zd8RvUUaFOc70Pzy393RI1BR/PGIue/e9AL7H1uVfexWYJ1R0+rljZyT/oIfteA+6WOPdhoXVOYXYSFqv0qp66rsGG8bPxpcR9eFYiNqyYr8vsI+UOnfQ+ksxmDNL252NHsDYurM0CnTvBzoVAaXRZaqqD5XRI2vgRHjb5qTZ4b5373JQzys1su8Qb6oqnzt9kk5mlNSG9V3MfvQ9PL9nq9k3Z+L6kG4mPtxvXkArY8PZEDJ2xUn5IqWvNdU6otI+/ADVjNCnxZQy9+z78Y5Vl/qicFHs2KRvkXFHtFsgGXbJh99Cpie66FJczkILls4xztE//2zFu3mp3nh4+n2LN53P0OTh0ntRd5rIunzVZvitc56WaPrHWUhdVx42fYtzdZrhsJ8l3QiAGFk7Z+1dKe43Ewk0puqbmxyZhOkDloT2C2WymMLchXsfB+Fvs07m6jqcvXYdv3pvsvj7/8blx7e9aOhMD5Htpg1cVkrBAnzvW7wfTxktnSwF46bQla3IREcg+ZcxF69izPWKC2p2Fo0eP4Yv35mHBr00wsF9vNIpzIGXtHAyf/jGqy7Do1In3oNnR1Rg78j2Yt7XsI7/g+zONMPrJJ/GX+7uK2JPwf6zSA6Jx9a5AvCozri66X98bN7Wrp+VTYXn6mhmsDBXXmZuJJFXuI89g6ZmOGDKoK+LTN+P52V/p3i7f/AocZx/SvXqo2R2ttMHeMRpddY32+HHnCek6a4gbrpbDPR9jiHyZf7nd69vcO6E+ysKeoxnYdcpUDk58OfVBzPp6P7oNfgSTn7wHh79W8s/iMrdi4gNTsSqzI8ZPehIDWwILJv8ZX7rUx/ZP/4bXJH2/EWMk/TAM7NEG1dxDzpZ89K4Tx/bvx87EeZg4czm69euPgVdXR9KPH2DoSytdA9f+2x7nYUdhbVxYmwU6d4KdC4HSOHNPISldpjq40KRsnI+hk9/FzsZd8ZfnnsXoXi2w6r3puG/GOhcPD7PREi+hhzDr3ABJaxfgHe+7t5GjoxJqRmZg/VurXD8KnFj/2Qci6o7hP6v3GnGcu/HJ4u2IbtBQZgdYzwkHal5W12VZLdx0a2/Ut/4S2PMBxj4Tgg06B7F7234k7Tntqkfh14Z/ZiIk5Rz9e+J+DHzkSYwf3BWbRbw8u8ScC2vyWYBJs1egW6/e6NtapjjkHcXKxCO4cYSc1xOHoWPNY/JjcrZ7jrE6J4ZOXoDN6Q0wbMwY/OWRO9CvcYJ8JwRi4OEUUachqgjPBf9e67mmZQ7ePGEaW6eefLcVZrMLsbkJ9ToOyt9jn5Gtuo4y8MW86Xj+vSPoN7g/2sQBS2fPxa/S7V6rcU2kyvfSoq89Yi9100os3JOBpk1qmpZdktsS70C+JKmxUiRwvgRcV17Lywr/gtFDkDV7Yv7cUWio02Vi4XMr9NDUi+Nu1WKuyZMHcKcIwk3Jg9G9hgMxre/Dh/NNI9vj+OrVeC0pSf8ir9GuD+5t/C5mnbkGgwff7poWl4klbwbP08zN3AYrw6rX6vQYgTnjeumbQeyPYsfJTD2BPqA2Mgtw3y7lhun28+xENGqOZnJoDNFGoPfk15Ez9WnMWrsZ0554EO92vgdTZfJ9nRC+5ZzJazF3rcwz7PcsnhncVhfS5ZrGePjOKe4Cd61cqHsE/zJrPLpXBW68siLWDXgGH638HTcObgXRu+Kq4+ouXdFFwrt0cyf1uxOufVtg8muT0KWOojEANf/vXrH/M2zLvAFXiN0F2x7YtbS4dmQiMcQ2DtRm/s8d0d9FPt9UmxoEjOYR2/61XBh0xNy/j0FT5dmuNWLS/oRpX7+Nn4Z3Qgc5qYwUwMCJ/8TIzjJtwtkRm/tPwJad0qXdWaB7uRi07dER+G0FtiWPQo2qu7HmRyNC0oYfkDKiLSK3r4HqYx5/XQP59AgAOGqg/+gH8G3ikzhz610YMri5K2ejT0sdhGaDkUzPW5PG9D0Vi8LZmZSIaXKOtrl/OkbeouYktsfp7+V6StyI1IFN9PeAwScWo//2Kvq3MH9a1pHpDnMNQ+SzzuF1IorPuuYYu84JmQ7y+Ozp6N3AsLC7K7ZfBrKgyu0c6kdpdaxfugw/pNyqz/ukbz/DTokw/rbW0gm7olCb3XnpndCv46Lw19dRXEdMnzse7eQ8SmmYgTunrsD2Q5m4onUP9MMHWPrhSiQPbI4aIlq//vfHYk1P9FaRL2Hnez5ewlVl1Uig9BFIT88So8wv6sD2Nbv+Bpf4kzgyT+Y7NYSLj2VYR31Redz2w5kiANWXlhP7Nq1C4lffYfP+IzimhptrmhPXncjVSXK0sNJCLKQ8PeUYe8HKMONWx5iRSvwp55FxIX3xSHT9xS09L/7iO08clb4HJblMVxX9J85Fpy0r8Y8XZmP92ncx9N6TWPjv4fKlHtxlHz+se09vbF/PE9ERpve1DbLnzDCCnh96O573xEKdDINm7ZbtxPdjTJLwZp37Y8TQO9FOCztLZN/dmtfgGnecGLTuIMPav5l9YkZkr7YXr2LbEXIbB2szP+eONjPYuRAojQWGsk3O0fheXQ3xp4Mc6HBLT2Dtx9h6MFUEoOssqHkH7lXiT7k845yyds4ZAcZnw6s6yc56fLs9GZ1qrJe9Fhg9ojpmydDp7sz7EfbNCv1DqoP8aPJ0YblyyM7S59+ZXM956867CDa40xTYKRpnc9Rg81tPoudblsziciwHsluzN250iz8jKDNpK75c8SW+3bodm39TV00L45oyzwlJ080l/rwyC8bAFfGKm/tLd9o8LF+zH136JeC/74ukbnwPOgvT7C2GWCzUZq9CQ7iOi8G/2a39tfhTRcVWqaJLzNAr7Wqg9/0tsPStFVi9ewQGJfyEf/2mhPbNhX5veJl9ER64rqiL0HKaTAKXAIEvv9yKke27FloTr5uQeT+SX7SPj+yEsFxDgChVV69+pOTlxDcz/oTnv85Asx534J5hN2Gt/Lr/Ilgphebpmzj0Mor9JROTgMtlqGbnnqNQtxFfmZy6/3ct2hrGeJdQo/UNeOHfbbF40li89uNyrNt9L/rX9bXf59iVRVyU4mc673xN334ylHalKA6Dei6i6xqisWp76XWd3Qxvv/k2lopoeVL+Hp/9b+lVCdbXaRHhUoDZDOZWlenV9qYRsi2yHQmuxAHPG0/m/mvuCffeC/1c8E5nOXJVOPV4qtZhJjFHlNnnZ4nrZ9cU6QWCajSX3h3RJz9swHVx0n3WuD9uvCEB/xIB+NMPG5GeKNfI/R2NKREFEhfNI6ANQbIpGmcjozo97sGwa+JhXvZyAsJ61voWl7pJ5go/Iz8Ua8r3xZ+G47oa82Wqg+tHhnmiBVLQvpn5OXY0aI8hNWVVvsyxS7q6GhYelXNzYhd9vZr9pUW1WRXj9zr2LMYuYElh/K3XkVltM5OmPWQk5a3t+GzlRrSo+al8r1THnTcGKcxMeJFvi3P+XeRVpvkkYD+BmKad0E2GHVatlYcT774a/Zv4yhv1FRXg8oypi2tl5Hjn0Qhc3a1rwV+pMkdsgYg/NZz5qgxzKVlxWH3BW74hjT4DS89BYXn6Isv8vdAyfJMU/bgGevRqgKWLV+O9Ff8rK6XVMJ3pkrFYDWfK0NXtPczhOTNMbaui/RV1RQBux6mzqpc1NPfTT4cwpIWRn/PEIY3MfW90aZH6rbqhexP/bRPfoBMendwJQ12P+Pl0zS4RgK1CK1xiHdyxXT5bIMp/9kY+xbVjcCHnTYhWFjh3QjgXCqTxLSumJjoosb/jmNf0gK2rv5GYsWhUTV0f2b6pQjiugev6yTm0dIHute025grExMTiRrl+lkyfrvMe3ynAjd6lEqLDgjVGCCYUM4ovM0ec6zsirjG6d1PXdSguG2s+FvGHrnh7/hioftNd+xYaCVW1IlznxJ5v8HPKXXoI1wh0fYbEoCp6DOiIhbNl/upDKl0b9O5g9LkXz2arBb7XcQm1RdWrcG9LYNbS6RiripenDlx1aY/+ashcBGI917hPAn8UAUcDjJjYU0rLwKzH7sX0JeuwT+bo7dv+M5a/N1NWqo3GJvPncwGb4tHzTyrtagx5dA427E5CkvSGfbnkfaxJkpukwwHV2ZO04Rus2SJDP28/i9dkeA2ZR7EnRd1EY3ClLDjA0Y/xwarfkZSslo4UkqfE8HKFluEV232QYxGhbs8gO1fcNVJmhQFfzByrGSUlJyNp9w+yqvhhLJGehmaDHjduWiJ6n757Ihav+EE4JmOfDAO//qEhpjo1K/ybPKZpe13O5vdewNzP12HN0vno9dBsvQoUxkgwWtxyh55zOOux0Vi8Vrgl7cemVZ/K/n6xMFN6HCdigS4/Cb9Lr6VytYM9Z1BFOPoBnpjxKXaJzZtk5aaa4xXf63a0MLvAVBwfV3w7itjGrnK928zPuVPoueAnjU+dlGDvcV8bIP1jPCUro/dJOyseE5ceA1oOQns1RCvO8pOlQA6BPC7rrIbmlauO69spCRSPjnrOn+zGdcVVgSaJRsSitkTZ+dXn+hpLdenP4tgQSprCOEc0uAmPy0KnpKVT8PTbK7FLFhFt37IOi+W7w/yqKFhOBURXjJVa/IRPV/yMX9e+j5HvqfM1Bb/8liRbOSfuVSMQxzBptCye2rIbuyTPuVPnG6uzAzCQBF6uYecbtLhUnnX63eYexg/FZq+MQriOC9bRK4diHkTgukG93WmH9fufQD+/3XEuhZ0SktOXAhrWgQRKlkCNzqOw6MXGmPrCPHzxlgzRvuUpr5ksYKitRECe4Ve3svcgj0o7d0w4xssK0omPqZ4wwz3U7lb5Vd8c98uw1ti3VmPSU6tl6KcrHhocj9fekxW5Q2Px4WfD0bj7IDRbPFsepjwBC9Fb+wXN07VUxCwnlDKML5codxLVo1m9sRwqMRrARVaWrhkY4klHkbq8sGg6Frw0HQu9GKkHPj8tz/wzeuuU6EX6drw2cypeM/OOa4HH/zbOEFOum7cvR/exTGaf+MoIPPHYPCyR4fIlkke/wXdg/3sfeDpOY9pi5msT8dIkKWPqBHc5be7/qzxv0IFKESd1+a7+FRl+H4FR3ZTgCObk5rxtAUY+tEBHipd2nzfaWN1spnLbaHqchx2htXHwNvN37hTnfPM9Pxre8hSmZ87Ek2/Nw/BEo7J1rr5DVrnf6h7+D9eXgasLVEdxGI/pCdJLF9Oso/RJfYzNNbujtWudyGVXy8+KxfvRZsB1Ij29nZu3/EjrP6IjVslw8cTHVqPfcwvwaDsHimNDwTSqzKJzVgudMON5/F2u3fWLXXa3vAe9Bxr7BctxoH3/oWj29WwsmTlFzutYDBlxD7bMexcLnpmAloveQbtuY2RBWDhGy8rhaU9tdmXaEd3Hya4/BtJTppybkzqIvwL3dI7VP2Du6dNa+bicsagjmM1mTL0t7DqWSP7qGK0S+5wDXvZJsO+xSlIjzvO9WrXdjTIqsxyrZPFHz9au3lYV6RJ25VLT0s4VpX5vzJ+PsWN1J2lRkjEuCZQ6Ai+//DIeGD68FNgl772UHo8MERHqX2zVqvCZ1hbYRmc2UjOzdK9fTEyMpPY4p7w7N9PpQHy88WWm3pHriI1HjPvpsZJWnh3oiIyw+En6IHl6cjf2Ci/DOYmL0gAAQABJREFUN0XxjzNThJEakpK/2Bo1/DByIlPepZyRpSJFoqoshrHyCKlkVffUDEkej/ggjaDKEXKIFOZunKoAeUB0pnoyrQjmmCDpdY/ho/eKiLwHy/5xO5yu/My2CslWiVRsO4rQxv5tKXjuFH4uFEzjN+/sTKSqNnREShsE6Qr1m/jCezozM415iT7X14UvyV+O/pkZrBWiGO9r118W2k/lkyXna7w+X1X6VKdcI/EWvi7uDuEe48P9QjAI3eYLcB0H5BA4wJm8Gnc+MBMNR0zHDP12ocBxL/aQMBHaJ07I/eBirwjtJ4GLn4CINHkDSOEDlX5qKg+Mjrd+iVuiOOTL3ppnvAhLbxcgbZA8vdPLDajQMnxTFP84pqqIvqDJ5fE38SKerZUOGt9PoKp7VctN0U8U5RUTH6CQCCWmC0+v8tBDfpkZes5bfKD8VMQgrth2FKGN/Rdf8Nwp/FwomMZv3hExCHBK+41e0p4OW4SfWSv/zHxZm7EDb73zUel9vw0QhPuFYBC6zRfgOg4MIkCIE9+9O99Y/NEtwJzQACkvZm8KwIu59Wg7CZDARUrAgWbXd0W33GZBV3BepJWj2SRwkRFIxemIVrh58A1lYvGH2TgUgCYJbkmABEjgDyMQgQ6Dx6DDH1YeCyIBEghMQJ49OHp84OBLNISrgC/RhmW1SIAESIAESIAESCAQAQrAQGToTwIkQAIkQAIkQAKXKAEKwEu0YVktEiABEiABEiABEghEgAIwEBn6kwAJ2EYgO/kHTJ/6jvEwWtusYMEkQAIkcOkSoAC8dNuWNStLBOTZc9nq8XNuJ8feHu4Q945O45XIHXTBdgrYFVrOFU7twhfyLt11e11PcA4tGWORAAmQAAmESICrgEMExWgkcOEJpGLNe3Px9/fWy/OnDNdNHkL6jOshpEkbP8Lzk9/FTjNs8JN4fHAn41l42bsx/ZHJQK/haHsyEdOWqteeAQ+9uAD94n7AmEdm63TxjXtj2l+Ho6l+gF42vpzxFD6KuBnDWhzCRHmLiHL6bQvP3AXzjVjOlK2YM20alv4mD0TW4b0x4fHhaOF69F327k8x4q+78cQzN+LrGc9gqXqzR1wb/OXFJ9C9gfmkvhQsnyVvLEhUr52St4P2G4MpI7p6297vYbTP+C+ef894+0C/R/6KR29pjuz9iRjxxAc63cKn7sZn8hL7F14ZjxYxTvz6+Tz8P3ljgcErFqNfedXPe5R1Un6QAAmQAAkEIcAewCBwGEQCJUdAxNjUYZikxF/Lnhg/cQxGD+qJutHGb7KUjfMxVIm/xl3xl+eexeheLbDqvem4b8Y69SIMcVk4ejRDXh83U8TfWQy5vz/axAGvPTUMfUT8nencG0MkTeqe5Xh15W5XNZw4Ju8P3Zk4T4u/bv36Y6C8EzjpR3mJ+0srjXzlXZzjh4qo+y0aw8ZMxNRH+iPjx+UYPWQydrk645y5mUg6Kq+Ve0TinemIIYO6Ij59M56f/ZV+Y4K8DkPq9qAWfwMfeRLjB3fF5qUz8ewS0w6X7fOmi/g7Iq9cM2xfOnsuflVlRNZEp84NtM1tevTH7de3QZxgce5fgbEi/mJ73IPJk8bgoV5XwfpSMFcluSEBEiABEgiBAHsAQ4DEKCRwoQk493+t35uJmr2x8KXhqKEK6Kxeyq5cJhL/pXrnOmLu38cYL1Zv1xoxaX/CtK/fxk/DO6GDvMLyjIoqPXzzpw9HQ3n5xK6c7fKi9+3oNuKv0ovYXBTT79iQOAEnTsmr4lzOEEwtMPm1SehSR72xYgBq/t+9mLX2M2zLvAFRKxdC9ccNe3EGhuj3YV6DNxNyMGCyCMkvdnu9IqmOvOt2zrhe0quXjdgfV+O1k5n6rRYVkoy6tbl/Okbeop6q3x6nv5fwxI1IHdhEv51E2x7XEdPnjkc76VlMaZiBO6euwPZDmbiiSVsMv3MPlqzdj6v63IkhLYw3a2SmH9O1iK7VCl3aS/3am7y0Nz9IgARIgASKQIA9gEWAxagkcKEIZKef1lm16dXDEH/WjLP34TsZVo3v1dUQfzrMgQ639JS9Y9h60BwwBpr9z3Va/KkoTpyVzwYYdLOII+XyAszvq3kNrtHiT0WKQesOLdSOds4MI48rm5lDuWLHlZ3QTEKtQhKojjEjlfhTzlOO+kWZfcqo2+a3nkTPvrfL3x14TeqDzBwV2e2a3dpfiz/lEVulivbPOGvklZ1rxM1xesRrTKOOIomBne9NQM/hk7FYBCIdCZAACZBA8QiwB7B43JiKBC4IgchwP5egS0+lHk81XkLvKskRVXDA80yuR3yZBmkvo9PM9PLZ5mjJZkYxc1DbMDOmOjAjyCvDo+VQ99qZ4bL1Y7klVOYWylDtsGvikZvr8o6u6/XaM6vtpg1eGfgexDTHC4v+ieVL3sUbi9fjtalj8dXg5/Dq4Fa+MXlMAiRAAiRQCAH2ABYCiMEkUBIEHHFG39n6FetkwNfHxdREB5nPhx3H9JCqGbp19TeyG4tG1Ty9c2bY+WwP7lALSKIQ5VZ0KZDphW6XfWirHhaODnNHcIf52zHrhrjG6N7tBtzY0/XXublHU/pL6Mcv3CFj3VYXUwe9h47Hhx9PRzfx3/npj+4FNHBmy8pnrhq24uI+CZAACQQiQAEYiAz9SaAECUQ0uAmPXy0F7PkAo2Z8hE3bZb7eio+wcIVaKFEVPe5rA6R/jKdmJWJfcjI2fT4HE5fKHLiWg9C+RmhCzDIy612Tox/giRmfYleSke+0tWq4+XaoqXYtbr5D5uhlYNrTM7FhdxL2bV+NKY+9K+mrY1if5t75WI5yLN2DZt2Slk7B02+vxC5ZeLJ9yzosXuJH7Fry8Lf70/r12JeUhEzpIszenYjnZn2EX7Vd+6AHmutVdvUqZmLh43ejz4DHsKmAovaXM/1IgARIoGwTCPFOUrYhsfYkcOEJRKD3M68i86VJeO3rd/Hk10YJbe5vhSGy2/CWpzA9cyaefGsehicaYfpxLRNvdc27M/zqVrb2kEWJp5rD53IRkdAz69zjumZALLBtAUY+tEB7xHe+B/NGX2MEVu2EN/82Ak89ISuFH1tt+MW1wPjnx6OD6zEwhqcqy3QOVG8s+2qen3ZSt8mvAzPkMTCLZ2P9Ypd3y3vQe6BrXzbethv+NeKM+sQ07YEhLZdj4eKZGL44FtMXvYOWyMWqxHf1n44ti0imjrvJ3asYo5NWKXRo2mMB90iABEig7BIol5qWdq4o1X9j/nyMHTu2KEkYlwRKJYGXX34ZDwwfbrtt2ZmZurPO4YhBhHvencus7EykZkn3lwyFxsf4BhbV9EwsfvRevIZ7sOwft8OZmirlOhAf729IORupqWoBhgMxEl7cX4rOzFTde+eIjEFMRNFzyRQbVd1j3HV3IjPTGOaNiCm+XUUlx/gkQAIkcKkQCHM4cOJESrG/1y8VDqwHCdhOQAmZgNIuIgbxAQOLbroeqs3M0HML4+O9uvR8MosQYXj+BTti4vVjX3wyD/kwpoCNIkhjii4kQy6QEUmABEigjBDgN2kZaWhWkwRUb16z67uiW24zr9W4JEMCJEACJFD2CFAAlr02Z43LLIEIdBg8Bh3KbP1ZcRIgARIgAZMAVwGbJLglARIgARIgARIggTJCgAKwjDQ0q0kCJEACJEACJEACJgEKQJMEtyRAAiRAAiRAAiRQRghQAJaRhmY1SYAESIAESIAESMAkQAFokuCWBEiABEiABEiABMoIAQrAMtLQrCYJkAAJkAAJkAAJmAQoAE0S3JIACZAACZAACZBAGSFAAVhGGprVJAESIAESIAESIAGTAAWgSYJbEiABEiABEiABEigjBCgAy0hDs5okQAIkQAIkQAIkYBKgADRJcEsCJEACJEACJEACZYQABWAZaWhWkwRIgARIgARIgARMAhSAJgluSYAESIAESIAESKCMEKAALCMNzWqSAAmQAAmQAAmQgEmAAtAkwS0JkAAJkAAJkAAJlBECFIBlpKFZTRIgARIgARIgARIwCVAAmiS4JQESIAESIAESIIEyQoACsIw0NKtJAiRAAiRAAiRAAiYBCkCTBLckQAIkQAIkQAIkUEYIUACWkYZmNUmABEiABEiABEjAJEABaJLglgRIgARIgARIgATKCAEKwDLS0KwmCZAACZAACZAACZgEKABNEtySAAmQAAmQAAmQQBkhQAFYRhqa1SQBEiABEiABEiABkwAFoEmCWxIgARIgARIgARIoIwQoAMtIQ7OaJEACJEACJEACJGASoAA0SXBLAiRAAiRAAiRAAmWEAAVgGWloVpMESIAESIAESIAETAIUgCYJbkmABEiABEiABEigjBCgACwjDc1qkgAJkAAJkAAJkIBJgALQJMEtCZAACZAACZAACZQRAhSAZaShWU0SIAESIAESIAESMAlQAJokuCUBEiABEiABEiCBMkKAArCMNDSrSQIkQAIkQAIkQAImAQpAkwS3JEACJEACJEACJFBGCDjKSD1ZTRIolQTy85VZ5/Rf+fL8PVYqG4lGkQAJkMAlSIAC8BJsVFap9BI4d+4c8vLycep0GtLPZCEnJxf5+edQrlw5hIc7EBMdhUoVYxERHiZ+pbcetIwESIAESODiJsAuh4u7/Wj9RUTgbHYOTp5Ox76kZOShHBKqVka9OjXQsEEd1JVt5UqVdG0OHU2WeGk4m5VzEdUudFOzMs7ixIlMnM7IhtOSLOvIAcyduRUHsyyeF/uu8zQ+eXUDFq89fbHXRNtfnDZyHjmEBTN/wLqD1ta+JHCwEiRwUROgALyom4/GXywEskXMZYrwOSO9fnHRkYiLjUFURJj8RerevsjwcERHRiBaegCjIqKQIfHSMs6EIAKzsfDBjxD/4C/I8IIh/nd/hL5vHvHy9X+QjcUqj7t98/Afu9i+zjQsnJCIGvU+R5NmX6BBvWWoWvkrbHUJPmfyMYyfvAvJAXXCH2RniBXM2LoJ8ZUTsdkbvHfqrLN4feIhvLzhrLd/sKOsIxhRWdrD8tf3we+w6mB2kFSu80DSjPDT5lk7thr5nWcbF95GBU3MSj6KMZMPYENKbsFA+pAACdhGgALQNvQsuKwQUDP8zpzNFjEnw73S81dNev6ioyJxVoZ/k44ew74DSThw+CiOnzylh4Erx1dEngwLZynReCYbMmoc1OUoAXIkz6s3TSXISZePYJpBRTJdtOzEmgclsz34300YNfcM+jzVHBt/vA5L36qP65CDs6bgC6sgBTsQFqz4P8DOYMUHC1O9Y1Mm/ICtVkEok2wqSqIqEcFSBgjrUhVzZtXHsC7At0uOod+VGxGsE02fB5LVovn74Cv7N/1nn1FIel6AwkL0DqWNfLPSaYDiIPDNisckQAIXjgDnAF44lsyJBPwScDrzkJKarnv3aiTE6zUfZ7Oy8c2a9Vi4+BPs3X8IFRwONGpQD1P/MhbVq1RFlSpxSE3NxKnUNMTEREivYLjfvJWnGVL8izkCg165HYMClnAhApzY8m2KZBSHp8e1wmVi7GWNq6HbqfwCwlU0oHZOZz4cDutv1D/CztDrGtuqHVJPeeI7TqZgxtwDqH5nW7Rq69sarnpInZxSJ99QTy7GntKQfW5vgSFDasjfFWj/4DKMWpKBZOktrRdAqJvnAbYdwXc7nBikICvnPImlL7p+CcQZXn/Ep9l+kS4B+EeUyTJIgARCJ2D9dg09FWOSAAmETOC0zOeLiYlCxdhoOMo7kC2CUC0GOXL0BG66vhvGPvIABvbrha3bfse/P1yGrJwchFUIQ6ykiZJh4dOp1i6lkIv1iZiPzZ+sQ2f3sOInWLzD7B504vPJieg7YZtrGNk4HjxtG7au/QV9XWn6TtiKI2ZvneSedXAvJvQ1hyq/xNxX12Fw50Qs3mrmazWhPMIiVQ/fGew6YMkEvmIoHGcOH8E0Gb6uWu1jxHf+Civ2mPkVzc6sPdvEnk/wygrv+XebF36Fznf/UKCXbMfiVd7+GUekfp9gzKsH3BXJ2PoLOndepXv51LBqX3Nfyup/7V4db3yPpejc14hjJqyIdKx48yvES52qCs9pnySbQQG3adl6ibiER6B991CVm2IM/GflUb1VHxlb9mCObPtIT6KY4XL52PrJD8LHbD8ZOp62A25SWccxpe8yTHlzGxZM+EQPH8/9ueAwdtaeHRghjMdYhp2zDh7Q54Vuv8pfYvZ/Ctb1oJxXg93n4keY8OZe49yTOZOv3C35LfT0YZ5Yu0nOwWVyXnnKX/fql+g7eQey5OeDOncLO1fNWnNLAiTgIUAB6GHBPRIoEQKpMpcvQub4hcvK3rw8GQZ2jene0f8WDOhzE9q3uRJVKleWVb/lUaNGNb1Vq4JVmrAwB9LSMs/bLuee39H1/iOoMqYpli67EnOequruOYQsSTm68Qy+/VXdTpWT4+1nsOzFbejcZxdqj6mPKSOj8e3c3/H6GpctGYfwpys3Yc6aCMxc2A4fzorC+IlHsGzbGaTkmsLFanZ5tOpeXed939VLRQAd8pmzaMZNR6+r12FqelVMm1odrbadxoC/7pIbvXJFszOyfgKqb8vDs8/uwgkz+6xkzB59GltbVEUt08+1jYqpgK2JMldtj0HhxI/7pH55WDDxAA664vy4ZBe2Igo1pBfOmXsW327LgJYlUXG4URgpd6fwevD26qjo6oBTHXbLJv6CAePOYuKM+rjzcmDq/ZuwuZDFLhUjjK9n54kjWDBaKbcoVI1UJfh3asi/z9SmmNJLlbfPZXM+vv9EBGyv+vjT7SIiT5ppc7Hh9QOIva0RPlzWDjNHRmDRi1vw/s8esX1oTTZmjNuGMaviMGVSXTStaLldqLqdlnPg6i1YtK0qHhvsoil8H73yB+EWjTmL2+GdGeF49kW36tSFn1i7Aa3lvFrWqzo+/G8HzH8qDnPGbcJNk/dK72gUascK89HmMHY+1izai29lLsPbX6oeZHHO41g0MR0Vm1ZGZCjnqpGKnyRAAj4EChuJ8InOQxIggaIQyJcH/eXmOlGhvPFMF+n8c7vwsDAZ4k2XoeDv8dW369D+qitxfZeOCHNU0D2E6jEw5SuUR365c1DDyA7xL67LconIivVqoFvnGkDnpl5ZhasOJrlPm18I5nDilI+vx2PdZHWyMxnr567Bht/SgG4x2PHJNiyTJDO/64lhrdTsrkbYf9kGNLjpkFe+1oNa3Tph40Kp55AjIoA2YCq24cMfu6JnY+/ZYdeNuRzvT7pcpiQ6Ebd6KUYdydECUGmfotlZC8OmRmsB9/WethjU2IEj3+3EIsln/r31rKbp/Xod6qAVjmHZulO4TYanf/7mmCtOCraIAqxX7yT+M1ME3qxGSJCQDBjtoeYsRtaqi0eGncSzc3eh08C2wsRFUkSe7r+9vCpWLu+GawTliSa5WNT/CLYcyEaby7zr7ipQT8dcNH8TxmwGFrxzRrwrYP7XHdDIbCAzou+2YgJ63p6MZxOPYfWOfAxpfBwfiM3DFjZG/cwNltgRGPbZ7Rhm+lwVhtfnqnCPeNd2d6mFnz/u5C43Y6tKEA5HxklM67dBzoE4rNx7LRq5hOneL7ZqvnPW98QQPQQt50ULOS/6mOdFNj79p9qvio3/ulZPBUD72og9/SnumvkbNj7WCNf0rQosOYKt0glYq9pxfP2OKlPmQa44jBNj6iJyy34skOP3r5d4yHX/kAl0rqq0dCRAAgUJWH7SFQykDwmQwPkT0B1+oubUsO+5c54brMp599792LVnH6TzD/1795QFIlWkB9B8AGA5lFcB4gpZB6LjBPuIbVpP3+yXjVuD+L5fYeEqd1dQ4GRdGuEBJf6Uk7lryqkFDcrlZislG42rmngEjCM66PINne6y3p2Qsvc63eOkFOeAq5fhE1ePm44gw53/b5wSf8p51HJQ3RPEzlZ9G+uc3l56VLbZSJwpoq5LfdwoYrCAS6iJ+2SYdNFnx0RwnsRnM/MwblZT3Cl2fPFrGrJ2GMLjf7sq4VHQZeUa9mbn5hYI7DO8hRZ/KiA2wVBL6We8z4UCiaT30mTQ6qmrMahtVIEovh5p2dLT2qO+9l723XGcFuW6SMTjnV2rWIZ/Xamy0rDuk02Y8KAMoQ7cLD2bBV2f2xu7xZ8nNB2dm32Dqdsq4P1fbnDXS4WfSVGPLopG6/oevo54y3mRdRJfJgKtnqpviD+daXl0ur2O7GVj876zaCRCXLmVW4X57wdF7MVh/jzpPV5zBDsz8rH9iyTg8vroVMty+wpyDujM+EECJFCAgOUKKhBGDxIggQtAQAk61YOnhn5do7/uXE+npUvPXhhaNGmC7p07uv2NHXlodL56YiD0n09gIYciLqwaL7YGZh68Hu9MrYpWa05jVP9vMNgyb6uQzNzB0v8X0DlCnOzvqFQNw/7aB2vnGULq9S+Oe+VpkQte/kU5MO101GuAmb2k92jyPmzeugdj1gCjRjWFS9b6ZBklQiQaSEzGd6uU2IvAbbc1x42SfsG3B/HdysMiPOqifb2if2165vOJlvYp1d+h6n3rM6MDZr7SE9NElG59cQMW+p1b6ZM6W3JPqKfTLJv/C6ZNOyDDv43QXhR1rkVQIyMZY2qtQK/7D6BS96Z4/Ml60vupnHfdrHZbS2olw9hKnK7+3rvt3HEslXS4ekp1mMt/6+Es17C+kcIRbendrlUdE8V7zhph/mWy2F8Xt9xSX+zLw4bv92P5i3no80i9AG3otgDmOeDx4R4JkICVgPfVbg3hPgmQwHkTUK93C5OhXmeePKbFOv7ryrll8ya4um1rNG5YX8exFqiGj9VfhfIVgg7/6sdFrzmF/ZabLjJS8OE2a26yH1sJtz3cDWuPX4dRcrhsfpJn0r9P1EIPI9QN+wx++tU1J1Ce8ffhbGMRRKFpXRFa3dpEHgNT0i4CvR5Qcw+Poeu1Ckgc7rrev/xTljS/trZ8yrzD/lKXXvXQPDYCbfpKfJn/OGBiNu58pIEe/lVxA7kIae8L4dKUmBMROvL1K7U4G3XtGuwoZN6gUW4Ebh4qNm9LxxzpbZs4sqF7aN+0K2OX6lkDpvy3F8YPaYpruskDyeU49Yz1JDJj+26j8fp/e2phPWfEGkxZ7vml4dRTCLNxPN2T5sAuy1Lp2IroqsTjxkwvAfjrlyKuRSg2raF6lCvihkkixGcK88nZGHVvLcTGVsOdIoSfHbQJMyTevV2reQrgHgmQQLEIUAAWCxsTkUDoBOIrRupXvmXL6l5ft27jz1j0n8/036ZfvAfhcnKcMn8wT25+xpChb1rjOALd71KC5jQefPgHbD6YiRNHkjH36R9l4jww9GbjRpm1YxsmTPsFm3ecxt4tp6Cn07eKkkn0hvO1zPfYFc29aXVzcy3extz0Bfr2TUTnaisw6h3PkK07onvHiU/kIdATXt2mbThyMBkLJ2/WNt7YxhxYdkd27+hnGbqP5NmGln2163vsE6wPa13bTIZxDdfqqaZoY1baT+TIxjJv0OU/7C6Zbyb79dvXcMfsE4LwWLd6H/YePI2MULSUO+cgO7Wa4q15Rhu31ytfg8R1BTVyDQOr4dheHf3xNXrc1n+1B5t/3iurrtfoOZ2ffHogwOIca5nyY8ZREcP+1R0yWo8ZQ77B3LVGf1uTTopVHgYMWIXP1x7AwmmJaH+/a/GGziIGN49X4vQARskq871H0vCDrE7vJUIPA5vif1zDui26q1mWyomA76DqHoUufUQUKnd5La9e2FDOASMhP0mABKwEKACtNLhPAiVAoFJcnDzUOUse6nwWObIK2Or63Xw9Jjw2Ek+MHo52VxqDcCrcme9E5tmzyM7JRmVJH8w1uq0LPpxaCVuXHEDXK79Ak5ZrMF7E2MS3uuiFD0bafMx5cRe6dvwKbXvIyk1ZlJA4pblbAIarSXdxnmE432M1NKiimCtTkVAfS365BhPvi5P+mjx0mNQaG//bSGKYvThGqZ7PPOScOYM5E7dpG1pcuUYeCp0tc+w64KHOMZ5o1uFC2a95hSVIdn3t8j0uYKdKHlkDwyYZcxXHDqrnnaHvkaMq+o5RHCLQVwsPSS6iUPWYoktddCkw/OthFiu9udMGVpAVqr+g7ZWrsN3SW9c0wTMnziyyVsXgPYW1LWkuG9QJMwdKyrlb8Jb0nvlz5sIdHZbQGNvXd8FaeeC2R/CKrVWMlLGtG4mt0gssK7279tiE3R2bYtp9sgp67jbc9KqsvnA5f3arNtbj2I4qePa/nTBKROD4Pl/jc3lKdWzbNlg5S4b2t6Xgrj4/YNSL4TJ/z1ghXDXauN00uq2rjqPKbttyBW6Q1enX3dcIW/7ZyjX3UzqrW9QzRHuX2mjj0oIttLiURTg+vbAhnQNmhbglARJwEyiXmpZWpPnlb8yfj7Fjx7oz4A4JXKwEXn75ZTwwfHiJm68usNPpmUhLPyM9gU4kVItHuDznz3RqaFgtEFGPfFEuN8+JE8dTZTWwiC55bVyVynGWhSFmqoJbZ0YmjpyS1cISFFWtIioV6OnKR0aGIUAjZWizoCQpmGdRfD6f8BHumhuN1Ud6WUSHdw7qPcAZWWpldB6iKvuz0Tv+hTk6iwV9P8cY1Mf+z64pdO7Y+ZaZcfqsLKeW5zjGXmjC52tZwfTKVqc8a7JSpBJn2fKO5nxUSog673PDKe18Wto5slIMAmKQh6GrOIpVpYCRCtpMHxIggfMjECYvHjhxIuW8r/Pzs4KpSaAMECgndYyWZ/rlRalVn/KOX3nDR4y8Ci5c3u6hHg9jPN5FLfjIF4Eor3+T18aFhzvkIdDh+gHSnlXBwWE55P3Cgd4SYaQUQSnC74I4eV/t4FrrECuP5ejWMgaHvtuFqe9IzvKcwVYFhKenxMhYGXY2lvh6PEt47/TGrcbij4WBFn9cWANiK0Vd2AxLMDdvWyOQYI68nmeZDmnnhMLaWQvP8yyIyUmABIpNoPT/RC121ZiQBEoPgYiIMN2LFy7P8jt5Kg05MsE/X973W04EoBKIqpdQHTud4i9/leR9wDFREQgPcWXtH17TyIq4Vx7U/J/VxzH7CxkyrBKNaW9djvtvq1vqflWekoWqw0bKO3WDLP74w/mxQBIgARKwmQAFoM0NwOLLDgHVqxchvXpVqlRCyslUEYKpyFLPjFPqT1RguHTLJ1SORxV5DMa5c8ZjY0ovnRjc8vC18ld6LTQta9T7GszsbR5xSwIkQAIkoAhQAPI8IIE/kMA5GebNy8+RBz7Ho3bNBHnQs/QAuh8SfU7mxuUiR/7UnEA6EiABEiABEigpAhSAJUWW+ZJAAAJK2qm5fuqPjgRIgARIgATsIGCsy7ejZJZJAiRAAiRAAiRAAiRgCwEKQFuws1ASIAESIAESIAESsI8ABaB97FkyCZAACZAACZAACdhCgALQFuwslARIgARIgARIgATsI0ABaB97lkwCJEACJEACJEACthCgALQFOwslARIgARIgARIgAfsIUADax54lkwAJkAAJkAAJkIAtBCgAbcHOQkmABEiABEiABEjAPgIUgPaxZ8kkQAIkQAIkQAIkYAsBCkBbsLNQEiABEiABEiABErCPAAWgfexZMgmQAAmQAAmQAAnYQoAC0BbsLJQESIAESIAESIAE7CNAAWgfe5ZMAiRAAiRAAiRAArYQoAC0BTsLJQESIAESIAESIAH7CFAA2seeJZMACZAACZAACZCALQQoAG3BzkJJgARIgARIgARIwD4CFID2sWfJJEACJEACJEACJGALAQpAW7CzUBIgARIgARIgARKwjwAFoH3sWTIJkAAJkAAJkAAJ2EKAAtAW7CyUBEiABEiABEiABOwjQAFoH3uWTAIkQAIkQAIkQAK2EKAAtAU7CyUBEiABEiABEiAB+whQANrHniWTAAmQAAmQAAmQgC0EKABtwc5CSYAESIAESIAESMA+AhSA9rFnySRAAiRAAiRAAiRgCwEKQFuws1ASIAESIAESIAESsI8ABaB97FkyCZAACZAACZAACdhCgALQFuwslARIgARIgARIgATsI0ABaB97lkwCJEACJEACJEACthCgALQFOwslARIgARIgARIgAfsIUADax54lkwAJkAAJkAAJkIAtBCgAbcHOQkmABEiABEiABEjAPgIUgPaxZ8kkQAIkQAIkQAIkYAsBCkBbsLNQEiABEiABEiABErCPAAWgfexZMgmQAAmQAAmQAAnYQoAC0BbsLJQESIAESIAESIAE7CNAAWgfe5ZMAiRAAiRAAiRAArYQoAC0BTsLJQESIAESIAESIAH7CFAA2seeJZMACZAACZAACZCALQQoAG3BzkJJgARIgARIgARIwD4CFID2sWfJJEACJEACJEACJGALAQpAW7CzUBIgARIgARIgARKwjwAFoH3sWTIJkAAJkAAJkAAJ2EKAAtAW7CyUBEiABEiABEiABOwjQAFoH3uWTAIkQAIkQAIkQAK2EKAAtAU7CyUBEiABEiABEiAB+whQANrHniWTAAmQAAmQAAmQgC0EKABtwc5CSYAESIAESIAESMA+AhSA9rFnySRAAiRAAiRAAiRgCwEKQFuws1ASIAESIAESIAESsI8ABaB97FkyCZAACZAACZAACdhCgALQFuwslARIgARIgARIgATsI0ABaB97lkwCJEACJEACJEACthCgALQFOwslARIgARIgARIgAfsIUADax54lkwAJkAAJkAAJkIAtBCgAbcHOQkmABEiABEiABEjAPgIUgPaxZ8kkQAIkQAIkQAIkYAsBCkBbsLNQEiABEiABEiABErCPAAWgfexZMgmQAAmQAAmQAAnYQoAC0BbsLJQESIAESIAESIAE7CNAAWgfe5ZMAiRAAiRAAiRAArYQoAC0BTsLJQESIAESIAESIAH7CFAA2seeJZMACZAACZAACZCALQQoAG3BzkJJgARIgARIgARIwD4CFID2sWfJJEACJEACJEACJGALAQpAW7CzUBIgARIgARIgARKwjwAFoH3sWTIJkAAJkAAJkAAJ2EKAAtAW7CyUBEiABEiABEiABOwjQAFoH3uWTAIkQAIkQAIkQAK2EKAAtAU7CyUBEiABEiABEiAB+whQANrHniWTAAmQAAmQAAmQgC0EKABtwc5CSYAESIAESIAESMA+AhSA9rFnySRAAiRAAiRAAiRgCwEKQFuws1ASIAESIAESIAESsI8ABaB97FkyCZAACZAACZAACdhCgALQFuwslARIgARIgARIgATsI0ABaB97lkwCJEACJEACJEACthCgALQFOwslARIgARIgARIgAfsIUADax54lkwAJkAAJkAAJkIAtBCgAbcHOQkmABEiABEiABEjAPgIUgPaxZ8kkQAIkQAIkQAIkYAsBR3FKffnll4uTjGlIgARIgARIgARIgARKAYFyqWlp50qBHTSBBEiABEiABEiABEighAmEORw4cSIFHAIuYdDMngRIgARIgARIgARKGwEKwNLWIrSHBEiABEiABEiABEqYAAVgCQNm9iRAAiRAAiRAAiRQ2ghQAJa2FqE9JEACJEACJEACJFDCBCgASxgwsycBEiABEiABEiCB0kaAArC0tQjtIQESIAESIAESIIESJkABWMKAmT0JkAAJkAAJkAAJlDYCFIClrUVoDwmQAAmQAAmQAAmUMAEKwBIGzOxJgARIgARIgARIoLQRoAAsbS1Ce0iABEiABEiABEighAlQAJYwYGZPAiRAAiRAAiRAAqWNAAVgaWsR2kMCJEACJEACJEACJUyAArCEATN7EiABEiABEiABEihtBCgAS1uL0B4SIAESIAESIAESKGECFIAlDJjZkwAJkAAJkAAJkEBpI0ABWNpahPaQAAmQAAmQAAmQQAkToAAsYcDMngRIgARIgARIgARKGwEKwNLWIrSHBEiABEiABEiABEqYAAVgCQNm9iRAAiRAAiRAAiRQ2ghQAJa2FqE9JEACJEACJEACJFDCBCgASxgwsycBEiABEiABEiCB0kaAArC0tQjtIQESIAESIAESIIESJkABWMKAmT0JkAAJkAAJkAAJlDYCFIClrUVoDwmQAAmQAAmQAAmUMAEKwBIGzOxJgARIgARIgARIoLQRoAAsbS1Ce0iABEiABEiABEighAlQAJYwYGZPAiRAAiRAAiRAAqWNgKO0GUR7SIAESIAESOBCEcjLy8OuPftx/MRJZGaewZkzZ5GVnXOhsr+k84mKjEClinGoUrUSateqgapVKqNcuXLnVWfVBidPncSx5GNITUtHNtuiUJ4KeWRkJKIiIhAZHY06tWuhatUq590W5VLT0s4VWjojkAAJkAAJkMBFRODM2SycTk3D9u27kZqairy8fJRzOOCQvwj5i4qOvIhq88ebmnfuHPJz8+DMzxORlo2wsDAkiABs1qQBKleOL7JBubm5OJqcjFOnTiPfeQ4J1RNQuVIlREZEIjy8QpHzK0sJ8vPPIS8/H3nOPPnxkoUDBw4iLNyBunXqIEJEYYUKReMXJuf/iRMpoAAsS2cR60oCJEACZYCA6lk6cPAwDhw6gsyzmYh0RKB2nZqIiY5CdGQUYmKjUb48Z0AFOxXOiQA8ezYbaRnpOHI4GemyzT+Xj8rxldCubStUiq8YLHmBsIMHD+ke2Ehpg8rx8SL6IkTEhMFRwSE9WQWi08OHQL4IQNUmqkdb9WIfSjos4jlcegIro5II6aI4UwByCLgo1BiXBEiABEig1BM4dTpVhhlPIz09HZFRUaiWUAXVExIQLeJD9ThFRYWX+jqUBgMjwnMQ5qiAnJxcnJN/qkf11OnTuhevKAJQ9SCmZ2RIL2I4KsbGIVb+TKcEDV3oBMqXryC91/JDRs7rjMwMRGVGyHE0IsKLfk7zJ1Do3BmTBEiABEiglBNQc8p27donQ1wnpXepPBrXryc9Vq1lDlt16XmKCyj+1Fwo1cOinLnVB5aPshRHMVBCOUHE8xUtm+PyFpehds2ayJFhyN+FrxKFobrjx0/g7JksVKtaDRXjitZzGGoZZSleBem9rlu3HpwyrK4E+YkTJ4pVfQrAYmFjIhIgARIggdJI4LftO3Xv3zkZVqxcuTIua9ZEhKAxR8oUcErcWP+s9TDFnzXc9DPjmceXchxVV2v9qstQY5NG9fUQuhIdinOo7sjRo6hVq5b0xkagXHmO94bKLXC8cjKFAahbr4HMaQ2XBTXHA0cNEkIBGAQOg0iABEiABC4uAqrnL0/mqlVLqIrLmjbWKyXl0HCiAM+pCfV5rp4+l786VhPtTafim2nMbVmLo+qrWJn1V6t/1bBjs6ZNtDA8fjzFxBV0q0TkWZmzFh0VGXSxgpKFgaSh1b8sxlOA/dU7LiZaz588c/ZswF7rYI3DOYDB6DCMBEiABEjgoiJwQub+KfESEx2DKtIDaHY4aUEj89jkTqlFoTH1TI7zyhnCQ3bzReSUkzj5Eqe87JflOAJK/1dwZP2BwqYXbdRIqKSPFedQnBKAOblOOMIcqCDz16xOzSs06EvmuhXUsVGsimeGqVDlVFhZjGcwMRgZDBSjczKnUhbQyL9cNUfTdV5rRCF+UACGCIrRSIAESIAESj8Bp4gN5cqL8gsL8wgOdePUgkJ21NYQFebtVCeRD3VbNeWGVXCY4WpbVuJ42Jh75dS4o/ydE0XoVKowBKeEiXIme3cS8Xav/vUgd8V1x/J7bIaadgU6DuTvm67UxxODvWx2s/MM4pqczbqEsqUADIUS45AACZAACVxUBJS4UI968QxhKvNVD5N507SqDnV7NaWfSJVyRphboOian3+crIzTyMhSq16lh1JWJUcqWVRCZWmTtWwobr1MyWGyUKLZyswooaifZq7KNKO/TwlBw9fsD7TmGapfblYqTpw6K6JfVnrLQ5MjY2XIWfG1Zib7oeZ3weI5D+KT+R8ip80ADOpUz8ua0MtQyTx1UfNb1ZHano8zr4TzyYNpSYAESIAESKBUEFDPS9PPTHPN43N1WulJ86bQUBpQ3UD1P+kpVPdR81j1HJbXRx4/tXDhvOJk7cPbf7kHdRs2QosWTeWvGeol9MP8r3d6lbXt3w/JqtuH8EuGp+yT61/Tj7EZ9+EOt43nbY+ZU7B6aUbKDpctsmOyMRkXtcFVXlZn5O3x8Q1XIYX6Ze3Bwil3o1rN+rj88uZo2rS+rJCtjoRKnbBkh4D0cYXm54p/weJlpWD+U89i5oaCcyaLUoY1rrlvbn2qGPIhBWDIqBiRBEiABEigtBNQQ2HGfCg9WunuXVLiTwmYcnLXU/P7ylcw9tVNVPlpf5foUWHKXZA4zr14oW47jJu7DNeOfR3f/7YLP379NgbhW0wY1AHj/mOsptVl5WZKqZkee06uxgN9ngJ6v4yJAy67MPaEWC9TXLgZiIfJymSsGNnqnHswsWZbPPL3ZWh1xzSs2rQVmzasxr9nT8F12IrDacZ0AFttlHFW9eCbKhG2WuG3cA4B+8VCTxIgARIggYuRgGvKmWVSvAg9rWbUhwy6GQeyb/XXhypYxz0nY2vlK6ih2vOPk/TVfPxdcmr18Pv4z7O9oW+6tf8X87ZVwdHLb8VbD87Ag31fQ0slSCWecuVEjZYrfwT/eKAfvkMffDl7OKpfIHuKVC89hbK8CGdDVJu2mYy1sUX4MNmroWRVWz2krJkHGF52jTib6VRROo2rzL3LX8EctX//G/hi5iDE6batj8bN2+GWe0bKcLu87s+EquIVkp+Kol0x4zmzsnBO3p/sJaws5Qeqh1lsQPtc9qh4Kg+TmztdMXfYA1hMcExGAiRAAiRQCgkodSJ/6kapFi3oXj95ILTRyyd3YzUmLGFGb6ARroc2JUjNx1PDqzqKrFg9/zgZ+Hahkihd8ben+iBc5y35q7JqdcW0mXdK2CIs23jMVZZSC+UQHl0OP/1jOCZ9C0xbORcdqojvBbEn9HwUo3LCzcAl+0qUKj/5U3z1XxGa3/38P83ZEDGSm+atstH7LrXm3lc4lEpRW5dzhyED6xYtEN/WWPLMIMQWiBeFuEiV0InfPpmLIZ0ryivTjL8RLy2HuYa5HLKROGUwhkz7BL+tW4hb5RV3Kt6tExfjiOUlJXknfsM/xvTVr8BTb0GpFN8Xi3fKELOUm3V0LSb0jUPVGtWQEN8Zb607pK312CqHyhS/9bDUXYUXqId4qv+q91qx19kY++720L5F/1BF0ZEACZAACZDAJUFA9Y6YvUTGDVPdhs2brAgaOVJDwMp5Po0Yonhcvkaa846TdQCrl0ku1w3Alfp1ra5y9B29App07KGKwLfbkvXW+IjFb8tm4oZnv8Ud077GyPaVxfsC2VOEfBQjT6ligZiuRKCyxcrYYnghu2bdjWhG3spPOc9WWsfw0r4qllURWeLJ3L9Vmu2D6JQQJB5ysOH1/0Psba/gw8TPMHNUVyx64U68v1nND1T5OXF0+2dYNvVedO71MGqPewlTRvXFt3MewOtrXG/YyNiMUU3+B88uWI1h097E0qWLMG3cFSiXK+Vm/IJHm9+MOScfwfuJyzBFNP2YXi2ReMR3lXSAeoRQX29Wbjwu+63HRdv36qksWlLGJgESIAESIIHSRcD7cRhy65R7vBaEWtAYtqoBSNMZN1d1ZOzp0TZPsI5W/DieOWhOL0Fl5BjZ5AoZ4AXSlD3KUMTK3/sYfp8qtjVGP9hB7Xj0kXHkstQIUKkurM2uQvRG2WU9Nva9GRcM9+8jdZY6altVBFfWejBY+eteWyOltX0MHyOyouaOZ7FLsQ0YT5gOW5aBYa4YuCoGr8/pIUd5hj1ikDk9b8qn2/BYN1mp6+yG9XM+w4bfDgPdqmHn0lnSTwv0mfkdXvlTW12Hbt1VywE7FhthH346DTeKEL2l3av4ctF1+FfiFtwicY121VHlQ+zU/y31EN/C6mvkoRLKn4egZKWO1V/xHAVg8bgxFQmQAAmQQCkmoG+NlvulIT7kbq+EhtnrYoab91AJ1rva3+Wp96WirkN1/9W72t/lqff9xJEhRL0OtaI8k1DdvCWtNZ+840nYJ14NxVP/K6did8W4cbUxY8b7ePgvH+PrF/tDj2Saz/wIVJb2Vx/iLkQcV1Yeg42sdd6u3aJs3BrNzEY8zskzesy2MMIVIClR9zS6IpobV/3d8ZznDLbxBlu3ub7xVH7ZyVibuBxLP/sv9h9Jk+Uhyhkp3HZd9wqGd69v+OYZwl2aTY7lQcvZRrv8+fY2kk7OH4t9Tt3AwIDGSrx73HVpORJPZeCyTLZ61599lvzcOVjjmXnoQFd+ZkSfQ9M7lC0FYCiUGIcESIAESOCiIOB5pZtIC33TFaGhb+PKfNn3vWFajy/0flxNtGsNLFt2EKliixIUbif7qft+1WLkivgwPQdQDU8DtTHkmTm4NmsL/nf2EPyp1pd4f2wXU68YyX3yseZ5ofaNIhQ7Q5SpfJVfBamHh7G7tJB2lCAyTVd7+V7CR9XeCM/3KtPl53peopokp+PFVUMLKXXZZz/jsOi15o4A8TK24M+1OmCB9Kg+/erzGFgvGftXr5bKiPzRxsjQrNp62WJ4GT2zKkxVryLC5cHiav6mt30qDHj6jQ9wtWjAHNkXyYjYBk20v/mhrFOW5/vWQyJ451ewHmrwWOVqDL3rA52X4WscF+eTArA41JiGBEiABEigVBJwD0/KjbqCLGIwnL6D22BvHfS+/1Y8/8R0vJk4DFP6NLbYcATvvfScHF+Bob2vFFtF2mhzM5GVG41ef/scfztQD088cyMm1NuMl+5sbkn7R+662KmN6v0UBeRmXAQzDDGu8vC0hSF4rd2iRoZaKElhRrjHz7u4+rj5ua6Y8cyb+NvrQzH/4fY62JpGeWTsWi3iD5jy1Uo83j5O9ragoXymn8mS/NWxIbhkx1VewXIjwo2h+XeX70GHOxrreEq0qbLKhauUQJO2vXDTZQUllZoJ6KmxWYZO4v4Irb6GpUZeqiEkuUJ3Hs68Os4jCyYlARIgARIggdJFQN0fzZWTuufJ1RsY+r7clgtNU3icq4ZPxnCxZfrAlpj0r29w8OhRHNyxFn+9oxGeXgXcOmMOelQ38zEYGuVWx+h//YI/i9c/72+Dl1cdvSD2WFfzBq6faY8IHJOBEjt6JeqFlg2GpDFq7vn0yDKPn+9e5+HPQa2jfv//uqH3U29g4449OLjnd6xd/i8Mj4vGyxvVWl9jht+GlSvw88/f4MW7O+Az8f146XfGELLsZ8uf6fyVe1nfh9FXIrz5QGu8+PEa7NjxMz55dSZWHcxCq/5G2J+u7ot3V23BwYN7sHHFItnfo7P0l59ZlnUbajwjjX9m1vxC2S8oV0NJxTgkQAIkQAIkUAoJmL1TSriUV8N653WvDCVxIXGir5AVor+i5f/9GY+P6IWX3MyuwF8/egfj+soYsXbl5PVwjWRvn/QEGo9fQfTlmJEk89bq3ISJvW5Fi10b0Ld+YbftQuxxlWWUGezTfz7q0Tgm42CpA4b5z7ZA9JCixbXHG4c24ZpnH8OTs/+MHrMt2XR9AMvqRSK22o2Yfhfw5AtD8NkLwF3PvYbp1f8p8YegZ8O1+P7hpohQHXyQrjwpVJcrw8PaK0JYK4/K7TH/l08wcfBteP7eG/G8q5i53R4E6rfHW9u+xKSHbsTIvq5FOxJ+19wNuEflpzMEmiZEuTJ3JfbZuKL5+BZyWKxEnjzLpaalnWcnoicz7pEACZAACZCAnQTmzl+oi+/U4Wp06nBV8UxRN9bC7ozFiJNx/DDSciVvmbNWsXZtxCotV4x8/FaqJPLxk2dqWjreeOd9bcLI4UP8mmL1zMvLw9fffIvrunRGdHS0NUjvqyKUKwy3iuPHHOWtXdbpIzieDkQK0/C4yoiXdwFbXcbp03BGxqKSiiB9f8ePO1GlWiV5X3DhzlOuExmnZdWHwyHvGo71fuCzZJMpZeSKrwrTxQTI2pNfgAgub3/xrH5qf8eOnThw6BCuu66zTCMIpTZAmNh/4kRKAfuDW8NQEiABEiABEijFBHyFhNEDo26VplMxzNuo6W9NJX5qlFM/xs2Mq9Kef5y46nVk1tn556OsuRD2BM9HQt0cLDEFj7UGRkjhn4q0Sdtf7GBh1viB4kVVqoX6+lmL1tie/bhK1sBYVK/mCQtlzyjXAe98vFPGepXhHeZ7FKgeocQLNa1vXr7HSgrTkQAJkAAJkMAlQSDMUQE5zjw45VEeOTk5iIhQc8B8JYt5bG6tVRc/Lf5MvzIcx4uDPDkvPw+5Odl6CFj1IhXFqfmDWlDqRMaMN2OFsT85Y6zbVuFGqLka2Tdu2Yina21W3XU6Ghv5NP2L0hiuuBd6NmcxTGASEiABEiABErgwBCrGxeiFC+kZmUiRITnDqbuk+ad8zH3fbbAwM25ZiVOwnrk5Thw/YTCtFK9nyalIhTqHrMZ2OmXsW57BaLxhxEiiZKBJ1XsrR/q/6SvaUS1GkWTefzqS+Jm+l2Y8f4BVjfPkh47q4XbIj57iuKJJ+OKUwDQkQAIkQAIk8AcRSEioilOp6Thy9JjcGB2oWS1BC0Lv4v316pkxgoWVtTgeFufyzyEtPQNbt+/QoiMhIcGEUeg2IjIKZ+SxK9HRMXqBi7kwQr1SWO2b2wIZKZXj48y0Xt6XeDzNx6ywpa5nzp5BvgRGRHrPdzSjFralACyMEMNJgARIgAQuGgKNGtbT4u/MmbM4dOgw9uw/hPp1awacIO9PfPj6+R4rGL5+vscXexzf+pw8nYY9+w7iSPJxEXJRaNSgbsjnRHx8HFJOnkJcnCycEFGuVmhrZxEzIWdWliMqXi5Nrt6iknzsOHJyc1BR+BbHUQAWhxrTkAAJkAAJlEoCdWvXROVKFeXmmILU9HT8vmsv4ivGatFivhlEPcrEcJY7asDalN04agWveuRLjgz9JiUdwb4Dh0Rw5CKhSgLq1qkZkJhvQHzFipL+KM5Uq4ZI6Q00hyyNVpB5fGZz+Cb0OS6r8dz1dou/c8jNdSLl+AlERkWiUqXKPqRCO6QADI0TY5EACZAACVwEBNQz9K5sfTm2/74LO/fsx9bftuOwiI/WrZqjcuWKiI2JQbjP4zJ8n2vn7qGy1LcsxsmQXlT1uBDFMeXkaWRlZyEmJgrt2rTy9OJZGPnbVSyrVq2C1NRUHD5yWBbn5KKaDB+rdtKcrfraFIIidNSQs1444jdTl2cZiadYqAU0Sv+dy8+HMzcfu3fvRFh4OOLj41GlcqWQ28OKk88BtNLgPgmQAAmQwEVNIF9ukLnSS3X6dCqSj6fgx59+hRIyvgLuoq6kDcZHhIehusyvbHvl5agtvaxhYer9xYWvI1XcnU4nzp7NwqGkQ8hIz5Tn0IWhXj15JE5cRb24w7c6ShjmSTtWUPlLeiV8/LmyFC87Oxtqzp9a3HQ0OVmvbm/YoIHu2Q4Lc3gPrfuDZfHjcwAtMLhLAiRAAiRwaRBQokA9ELdixTi5SYYjLjYae/ceQMqJU8jMysLZrBwZxpQnMdMVSkCJvnjhV1GG1GvXrI4aNaoJzxjNV/feFZqDWuQhb2QRIRcuedWqWQsZsZnIyEjD3n379NCyGlKmK5yAo4JDhHN56fUTIS5D6ZUqxYv4i9TD6e7e1MKz8YrBIWAvHDwgARIgARK4mAl4BEe4Firq5qh6PLLqZWnh55R5bfmuuW0Xcz1L2nbNUYS0EoERMtQYK8IvKipKhFy4Z/g2RCNUG6jFH1EyX62CPBJGbSvGZ8szBXONnlm14oQuMAER0WZ7qN6+yIhI/eNG9cKqHzsqrDiOArA41JiGBEiABEig1BIwb4ha/MlNUvUGqpWranhYLWxQjkPCwZtPMVR/DhEYFUS8KQGn/orb26TyUmJFCUhjG8a2CN4E7lDr+az4K35mW7gjFWOHAo7qr1QAAAEySURBVLAY0JiEBEiABEig9BIwxYv1xqmEh7mqleIvtLYzRZvamsKjOALQTK9KNfOkEA+tDcxYipv6U061gfmnjk1/tV8URwFYFFqMSwIkQAIkcNEQMMWGulkq0ad6TZSjAAytCU3RYW5VquKKDbMtVB6Kv+rFYjsoGkVzZlsUtx2spVEAWmlwnwRIgARI4JIiYN4wL6lKXeSVYZuUjgYsfA136bCTVpAACZAACZAACZAACVwgAg61OoqOBEiABEiABEiABEjg0ifgUKuH1aIe9ZRvOhIgARIgARIgARIggUufQAVHBZxOTYNj9Xff64mYajKmdUKmuW9urUj8+VnDuU8CJEACJEACOfKcN7VwMdicL3U/UeFqUQAdCZBA0Qioa8fXmX7mVoWrffNYbdX19v8BPx7j1Uu8ud4AAAAASUVORK5CYII=" />
</div>
</div>
<div id="-shiny2" class="slide section level2">
<h2>整合 Shiny（2）</h2>
<ul>
<li>YAML 設定：</li>
</ul>
<div class="figure">
<img 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" />
</div>
</div>
<div id="-shiny3" class="slide section level2">
<h2>整合 Shiny（3）</h2>
<ul>
<li><a href="https://yaojenkuo.shinyapps.io/shiny_doc_demo/">整合 Shiny 簡單範例</a></li>
</ul>
</div>
<div class="slide section level2">
<h2>延伸閱讀</h2>
<ul>
<li><a href="http://markdown.tw/" class="uri">http://markdown.tw/</a></li>
<li><a href="http://rmarkdown.rstudio.com/index.html" class="uri">http://rmarkdown.rstudio.com/index.html</a></li>
<li><a href="https://shiny.rstudio.com/" class="uri">https://shiny.rstudio.com/</a></li>
<li><a href="https://en.wikibooks.org/wiki/LaTeX/Mathematics" class="uri">https://en.wikibooks.org/wiki/LaTeX/Mathematics</a></li>
</ul>
</div>
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