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RMarkdownDemo.html
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RMarkdownDemo.html
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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="Christina Bergmann" />
<meta name="date" content="2017-01-17" />
<title>RLadies RMarkdown introduction</title>
<style type="text/css">code{white-space: pre;}</style>
<link 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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);
      }
    }
    else // Internet Explorer
    {
      var textRange = document.selection.createRange ();
      textRange.collapse (false);
    }
  },

  get_selected_text: function () {
    try
    {
      if (window.getSelection)
        return window.getSelection().toString();

      if (document.getSelection)
        return document.getSelection().toString();

      if (document.selection)
        return document.selection.createRange().text;
    }
    catch (e)
    {
    }

    return "";
  },

  // make note of length of selected text
  // as this evaluates to zero in click event
  mouse_button_up: function (e) {
    w3c_slidy.selected_text_len = w3c_slidy.get_selected_text().length;
  },

  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;
  },

  // right mouse button click is reserved for context menus
  // it is more reliable to detect rightclick than leftclick
  mouse_button_click: function (e) {
    if (!e)
      var e = window.event;

    if (Math.abs(e.clientX -w3c_slidy.mouse_x) +
        Math.abs(e.clientY -w3c_slidy.mouse_y) > 10)
      return true;

    if (w3c_slidy.selected_text_len > 0)
      return true;

    var rightclick = false;
    var leftclick = false;
    var middleclick = false;
    var target;

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

    if (e.target)
      target = e.target;
    else if (e.srcElement)
      target = e.srcElement;

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

    if (e.which) // all browsers except IE
    {
      leftclick = (e.which == 1);
      middleclick = (e.which == 2);
      rightclick = (e.which == 3);
    }
    else if (e.button)
    {
      // Konqueror gives 1 for left, 4 for middle
      // IE6 gives 0 for left and not 1 as I expected

      if (e.button == 4)
        middleclick = true;

      // all browsers agree on 2 for right button
      rightclick = (e.button == 2);
    }
    else
      leftclick = true;

    if (w3c_slidy.selected_text_len > 0)
    {
      w3c_slidy.stop_propagation(e);
      e.cancel = true;
      e.returnValue = false;
      return false;
    }

    // dismiss table of contents
    w3c_slidy.hide_table_of_contents(false);

    // check if target is something that probably want's clicks
    // e.g. a, embed, object, input, textarea, select, option
    var tag = target.nodeName.toLowerCase();

    if (w3c_slidy.mouse_click_enabled && leftclick &&
        !w3c_slidy.special_element(target) &&
        !target.onclick)
    {
      w3c_slidy.next_slide(true);
      w3c_slidy.stop_propagation(e);
      e.cancel = true;
      e.returnValue = false;
      return false;
    }

    return true;
  },

  special_element: function (element) {
    if (this.has_class(element, "non-interactive"))
      return false;

    var tag = element.nodeName.toLowerCase();

    return element.onkeydown ||
      element.onclick ||
      tag == "a" ||
      tag == "embed" ||
      tag == "object" ||
      tag == "video" ||
      tag == "audio" ||
      tag == "svg" ||
      tag == "canvas" ||
      tag == "input" ||
      tag == "textarea" ||
      tag == "select" ||
      tag == "option";
  },

  slidy_chrome: function (el) {
    while (el)
    {
      if (el == w3c_slidy.toc ||
          el == w3c_slidy.toolbar ||
          w3c_slidy.has_class(el, "outline"))
        return true;

      el = el.parentNode;
    }

    return false;
  },

  get_key: function (e)
  {
    var key;

    // kludge around NS/IE differences 
    if (typeof window.event != "undefined")
      key = window.event.keyCode;
    else if (e.which)
      key = e.which;

    return key;
  },

  get_target: function (e) {
    var target;

    if (!e)
      e = window.event;

    if (e.target)
      target = e.target;
    else if (e.srcElement)
      target = e.srcElement;

    if (target.nodeType != 1)
      target = target.parentNode;

    return target;
  },

  // does display property provide correct defaults?
  is_block: function (elem) {
    var tag = elem.nodeName.toLowerCase();

    return tag == "ol" || tag == "ul" || tag == "p" || tag == "dl" ||
           tag == "li" || tag == "table" || tag == "pre" ||
           tag == "h1" || tag == "h2" || tag == "h3" ||
           tag == "h4" || tag == "h5" || tag == "h6" ||
           tag == "blockquote" || tag == "address"; 
  },

  add_listener: function (element, event, handler) {
    if (window.addEventListener)
      element.addEventListener(event, handler, false);
    else
      element.attachEvent("on"+event, handler);
  },

  // used to prevent event propagation from field controls
  stop_propagation: function (event) {
    event = event ? event : window.event;
    event.cancelBubble = true;  // for IE

    if (event.stopPropagation)
      event.stopPropagation();

    return true;
  },

  cancel: function (event) {
    if (event)
    {
       event.cancel = true;
       event.returnValue = false;

      if (event.preventDefault)
        event.preventDefault();
    }

    w3c_slidy.key_wanted = false;
    return false;
  },

// 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)
       {
         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' " +
  "style='position:absolute;left:-800px'></iframe>");
}

// 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">RLadies RMarkdown introduction</h1>
<p class="author">
Christina Bergmann
</p>
<p class="date">January 17, 2017</p>
</div>
<div id="what-will-we-do-today" class="slide section level2">
<h1>What will we do today?</h1>
<ul>
<li>Basics: What is RMarkdown</li>
<li>Setting up: What do you need for an R Markdown document?</li>
<li>Example: A simple interactive data report
<ul>
<li>Importing data</li>
<li>Text and code</li>
<li>Tables</li>
<li>Plots</li>
</ul></li>
<li>Different styles: Transforming your report into an APA paper</li>
<li>Bonus: Citations</li>
</ul>
</div>
<div id="what-is-rmarkdown" class="slide section level2">
<h1>What is RMarkdown?</h1>
<p>Markdown: Text formatting language (think Latex)</p>
<p>Note: You don’t directly see the output of your work!</p>
<p>“knit” for a final product</p>
</div>
<div class="slide section level2">
<p>Syntax, pt 1 (You find them all on the RMarkdown cheatsheet)</p>
<div class="figure">
<img 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" />
</div>
</div>
<div class="slide section level2">
<p>Syntax, pt 2</p>
<div class="figure">
<img 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" />
</div>
</div>
<div class="slide section level2">
<p>Workflow:</p>
<div class="figure">
<img 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EGAIEAQIAgQBAgCBAGCwB2OQFhkcOaf0lTaQa75dG8n7NyQf3r/FddUyFuCAEGAIEAQIAgQBAgCBAGCAEHgl4JAcFjg8rfnB6kCXDDs5r6jw1suECPBBXzkFUGAIEAQIAgQBAgCBAGCAEHgF4dAW2PHJ2u+6TNbXHDuyk4wGlq++8dZF4nJK4IAQYAgQBAgCBAECAIEAYIAQeCXiICx4sZ3n51zwbkrO+Gbj8789BO59NQFeuQVQYAgQBAgCBAECAIEAYIAQeCXisCJHZfbW7qcce/UTmipby87U+ssGQknCBAECAIEAYIAQYAgQBAgCBAEftEIWPqsZ3JKnRXBqZ1wOb/SWRoSThAgCBAECAIEAYIAQYAgQBAgCNwFCBQfdzrmd2onVF1uuAtKTopAECAIEAQIAgQBggBBgCBAECAIOEOg/mpLb4/waWandkLztZvOyJFwggBBgCBAECAIEAQIAgQBggBB4O5AAB43ECyIVDAUBvZ09jp7RcI9QcBvxrqp0f6AMtOk0t7j//19iVEsAdn42Md/Oy5aGyDBKaw9Pa3G6+cPNUdOGgIsVhQmldw8W7gju0ksRRKPIEAQIAgQBAgCBAGCAEGAIMBBwNmw36md8JP1Tr/pSKbxCwSAsmZ8/UGHodvMKTBQ+IWESXu7LMBfCrq6TUbeegqb1tdf2mEw8RJyiQyAXzp8dKROzhLqu+oPStgnlx79ivTMuVpuFIlcrhqhHayVxurDbeEjwcnsHNGmhy0d8REECAIEAYIAQYAgQBAgCBAEfrL+JAiCUzvhnnvvEUzQv0DpqGcmjo7xQ0R8JD0ll77c5PUpCOXjHy2OtY2/QcO+vRs22qjNeGNpWowPw2379gXbzpqYJ41+9RdT/Jkn0Fb+2qLv2Zds8EB5rDwLxdonjq4sZbKdkUCnszReqbOM4xLpsZKlHy4exE8QIAgQBAgCBAGCAEGAINB/BJzbCQNqJsh0oRPmJkx+KEbJGdmb/WqB93ZCa3lFT6zeRi5INxgA1k5QRkewRgJEKSh2qt/ZA900XiEyahtP/+G7dRRSM0cKE6+tM4Iw3iundciLRR4IAgQBggBBgCBAECAIEAQIAuIRcDrGvOeeATIUNLqVn6aqhfIRO7XupDTG2k7AsRP8w1QKAOhlAZ1GY7MgUPqh44eAA1UUpZD7w2SUD//vqr9+6xYTOPl45FWoQ7l2DjDXlW5754r/6MigyqsglG8neESYRCYIEAQIAgQBggBBgCBAECAIiEBAaPyOkw2YneAvC3KaiQgGnUe5fvUGSAuxvQ9ExxWoEX/IhAjbtiIcQxmjloEq6hzCkCgY0eaaiu7Avf0BgTw7p+/4G8dKLgNQiM4rhzxqY574CAL/dATgaR9f0Gd3BOifzpVXDEgVGp/ejm7znTdz4FVxSCKCAEGAIEAQIAj0CwGnQ/iBWk6A3N2iTT6mU9e7lsfY7AG5KloHjAYEx4gxKjtUJCp1BABXcWiQKoDz1nq9sofzSHml0Rn6icnaQUESIAUWU3fdxav52VWOgwdZgjoukhrRS/oaG0sKTUARmr56bPQQP4vF2tNS9816Kk+HHHAATH7/SHkfc4zaRwYqv6sDYX6BcToVv2YU9w/XRwIfc2dpntirjWQ69eRFI6OjBmFK1s6GxosHii8VMpuvaI789LOHMCsXsAj1JWwEhUI/NYR+JQNtp6qqWXtKEzrqgQBAsQ1fXaqrNvAOYQiX9o4O9Ut/f35yhG/Zx7s273SsZ2HWNY9OfWqpTtJmeCfzWItwlH9CqGamLjocXN1pMIotRz+YVKgff2dWopZqAtaid78Sj14/cr0lSaOfmfn40ihKn1iby/93yfd3Tp3CAousVpHRbgmCdyJR5ZLstHiVZ+3aTTkUynEZGnDNeDavFccUozrExHGTrYjXt6CwInL1Moo9jF6S+VdOJq6x3x7ZuzPqgQjVrakH/miUk8eAnWNubC8uqg7os1r7rIMSYsJ5U/mc/LzwGo3GHsC5SshXAU8oIDvBL1bHtQQwaaly5HhwtRD6FbHDuHP1PdeKeUPnkJnjnlw5VsWNAoAuMWrass7zn+V+ybuBVPH4/8xjz1JbS47+V50EnpBWsmWJUZYHOrcTFLoX/5bKN2gaN13yX/bhFO62KEzMZ8LTsyZAn6VuY16OiFPLilkbfp2aGMwygjwxWn3K2LmVpZ+vPFbNjCAj0ZVKIbZoded/l3mWegzJSMlcpmVftSbmrs+qoh4jl0x9jJPq2rbtbxmoLpON7ujxS1mbDEdhrD0h9ZFYujpqCqvOHGhgDCX7VLKUxKVz0Sartgvn9my1z4J9W7vvxOF8XiXaE3L/LFVHBMnkIEDhtEU40oieNFwR6AOkcDb9jnHjx72wZiyyzGeEvppZ4AzYAWJXOv+d2Yla2zxAay0jWAOUwW0jI0tJfmZpFJudpKftjjISgMhqFRmNLedd79FFxGmDoDr1qF27RiX9nYxpWObDzZ/syYf6TIzqEBPHdbYi3t6CworI1csoDjB6SedfN5nYxu6F7HnTWdtVBNM7dxduOGF3EXz0M5On6n3Ldxbk97fXtssTEKGyR2SAnl2MigbofIKp7suVdRS3stmSP71s64z7XQTT9WarzjZM8dHqFQDN6A+N4I+QcUY+0RNC8b4dKRwO2lxPs22aHAD9irmZczW2tzxfwNhlC0fEH1+/qoQN5t5lZBk88pWPNDYjAUbquA5biJMCKzI/tTMS2nc9u/tqlx6aAQ52ApOhmKuNFNrnv0iPdGKPKUbEPb9bvf+lr/LhLiZ47vtyg3VuiG2gpwqDhTfi3GJG84qijAlnN27peGZY39WL9iN4hl3urzRmUgxrU7EvElMS57zYdui1fblCKiMwSqtPwrZKLDi8Nc9uEDr58SQ9vtIqoPhcv+0EwK1Klj3Xnj7qExbM5byuI9+et7Iwf7o2A5H1cmvtBM3I+3Hray0qeHdlyeAUZQOyw+84p8iY+vK/69rPHtuwFq82CjE4JkOHg9sPrt5z4kagGogRaSFCtyZMqFoVS7LnxQf35Dy3o4BqsVBv3M7avzUlHWCqXUwTHTC6fgo508LQETI07yFGdYiJ018eB76w/eXIeXoBGJ1H/sW8EaNqBqowQo1dQCfA7DyXPW86a7tyMX13X63/CduACUfSJI6M1ftE+7Xk5xfZperfo4BQiakRMXH6x9gvPrVTO+Eep19q9r7MgXAbz0A6y7XrnUAbxJIcNAJOjZtkE8PpES6a62FfAtX9cAzcBDS8I85WYwvTyQLZ7KnOjQSajjJpyvPPNL23SWDzj0ytsRvfm41Gx1lJaifPjLcX6nnGTN/Jv3xdAIcxOqmryWkpgG9drif4LfnIqZHAYBE853/Sa2bnVMNxZF5105p4NfMC2PZuKWKj+Gsy6vA4BbiEhuqK4dwFGUvrj+JGh7S2srSc+eYagB+O8/Ebdn+EOhjOxwenZqXVpe620yaIqV4rzVpgRMp4kMPNSDE8ibn3FvXVxGEEzAcKd8VYwwNA47HzdmbVwCPkT28pNOaXm+DuvHyBRjHwmXpO0Vfm5y/1AWha2Z1ru15YCD/D0g2bxh3lBKtVHhwgC5T423ZeAsFod1RBfvnMdO/+61HLLBXobM7d2c81zF8+GN6X4O6E0QNV4z10dErBxu6oE7zLx5vO2i4nuu8WuK2mzwKHMD7mvgHvtwWESkyNiIljV7h/tUfOOJpf9AE7x8wnO7BPlRdaQZLNTvAPQX2mbmIonYsUmDv6ZHBnCHayCK0GFBmjeeOF9uvsxKFi6bNxdELmx1RXV9sdqI/hjegjl07Vb9ohMKhlUsFfq8UqkUpMtTc4YbS3rxFols9N49zUBF+Ubdu9Jw83G0PlpUr9qBE8JmEEc0ePFY7KOnpdGgnwiPPksfydTAB0Gs41D4qP5O2kkmszVmk3vA7XeRoqGqxqNWu/yWMmKPINJqAZGmG/IqGInii9BJnUDB3KeWVtqLvqWEjnIV0ll3dsLGPfMws4YVMyFSXZLka2PokLdDmFtvngkAy9fUFZotgjU0h9A4Gbw7UKqQJalibPFBY8tgvwUVeL829hyBT4aK+HlPklEHqCDAf6mIwuBijdBRtPCKUEmO0+sziWRKHXaMVmXGfZdwL8iEQAcWXkfyGRqT74a8ets8hUeZ3xHDgEf7DF5cwyVZVdNTWCItjPsghWh8hApsiO1SofhNdFuxq5lByjcd9CG9+t/PDji3hiOORExbm4PQ6OEro7Mu5IXFRdsO26g5lo4HDniVcq0/jYMWkuLNtRaNNgHGq0GhFTLk4qgEoU2I9rAAaqsO5kw1n74pYFzszJ4HSc0WLmhiLK9qrYOYwwpQDsXHp2fkchoeS8/xIoStjgOh6jxFyrGiwYYjWwXRmFHh0bu6BOYJMy8on6pm6ToKZj42KPt501n4r4JywnvXbCwybH8um6Th2FynWNULTdxhEpBiynd5/nl20ntPzQaAaR7Dyh/7ChClAyfCRrOVgbLteHJkfSM25wslwBbmgHsYNiWJ03fqS7WUXGRD1n+AtfNRzO3bCuCno0mWkrlkVCD+NCZi4PLXnXyexpW932P3x/9nK3TKPw7YBtEQ5Eua7Xb07ys/AYHMc15+d+sok1V0w7nt62QxH7+93TOCl7vnvus3xm4SOEk5bv9fvVw/xdTpaWLf9nxyWUMDRzB28FQ506JvL1umpgKS9pm6S2kQxLCIMjZ8UDEZzcqUwkURPVIK9ONnYI91VTMTQ2PHFSLvygZOMPzXM1eMTvVBQp6srRsRpgYDCQTpnFw5DlQJESO+/xUbEjgmUUPUtn0ZZDm7MbmAh+6W/PTx7Ws+O5Q8P/PG/SiAAY3nru0PpVvNEWjixNfztj/FC43NFz4LkdZ1HGfilZMx9KoVeNTJV1N5QoOd9Jx61KnZ0aCT8Cjpylx3DsdPa6MqrXjF6etnTWEHPND2+9cIHuRxMSX1k32h/0FP51Zw7a64xc8rpFaQkB7ZdPb1hbJps5buXK+7tOfv+PXP9/+8+JkSrK6O0p+uybzbyjMlRS+B8WcO74KJ/Sj/d+SR/I9puxLu3BZPouYGtPe9l3hds2GmgG2HTY4w49W2z9qrR5EylJCEj7dOmDwNf8w4kNWdCQc4UATM+WaPPF8P94OR7LUvuuJ7ZdiKdLuvm0atkLo9SBSE6sHY15r+0+XOg3a13aFLoI1msFpz5YW8Ly74pnzfAn/5ocoUIKwV8/cfWXY6RS306aT6YsmuHP/jVZE4yq0l8/efWX42XSnoO/3Y0383hZFnYjUH9qnI/PnsH/ZatWCnwlkjE5At8ikUk7Mc/2tc+i7VZ+Rq2YOffXUdTxHGtHZzucl4B16QiX8xpEpU6IfXLNxFg1vbOztbx46ysnmNNQikUfzRul7MxZfzZ82aQkfTClCEyV5dtWfn+VGbWwDPOLv63A6KYuqOqEu6KfWpEUCVcpobN0Gko6ucoKKLRPvj8NzoCUZrOtA8BdBy9lDpdY2plKx5R0wx9fkxw/gl4BN7c1Hv/7oVy88xFy+OILellb1d/tbi9QRszfkDAxUbhcFHv8//wS9bSf/+oQ//wbP7rDk4vCylLGvfifev+e5u1P55Qw2EIC+hXpi6errJj5DnG6xVX7QixRGrVzx8tHhvx21oOJ1C5Wa0PBqQ1rSxQzx/zmP0aH4+qAbfmb1/bnFzKjVUEYncPOLb1zIRkACcQZ8auGr8ZhBCEG4P3qluAQQVUjSgN7ritquKreuU6gkTODQclrH0yfqqF6xq660k8zj7lZOPW2s+ZWlhg/V06g1m+trM774MRZ9koVV1qFR57XNsUpf5cdhBsx4OV9Vz84HZwN4H1HtxDA6iY4vrZtm0GlUajpsRT09/ywuyqZtROAfNhEqTFqEIefvqpztBIdEs0Nh32McSc2EmBkY/ahM7MyJ9gm3YEqDi5ZCNkJlpbsRTnUUoPZaGKHMpwcg1KfTuQ8gq7ywjeyqrghyB8m4Y2m4SodbevYR+Q/h4TwTZ1re49hIwHGatr299I/reEsmEiVOh2oNgDDsQbrDNsRhaDhEE5DVBI1WQ/HCni4hn+Uei0AdRHx8LQ466w1p5rZB288Gn+Zu2TWjrZWEKwK1E6dKf2SWnWBO+NhdVh6TBYfdrswJKNfuyhzhs3mQYSlAYnL5sl6t36ylapoqToKnlcOWvD+w/7MQlN78Q1HFkatnT8N7wxrOHwCGwmKJZsfGcuRAcUILW8IgkgoFmU/PEFLr1+hAKlcN2PanxKHblzyPRxEBQ9VKgLlCn2UDlyghCQ6PUaFbsCVJ6Zqc/KrUBKgTBwd4i8HXV2d8CEwPEwp91HOmPX7Gfgl/U8OC9VRkY2PUXLDoR8WMBgmH8QcyJ7xPvfD5EAiD9LPTX2q88Z7NtOUpiACPVteIVFaJT0iAv7BQVA8rWo41HaDAExPl2jS1JdmyOmqt7SXG0HgLLqkqzgllQSGpa1fltTmo2LygpIYnjzl+RU3qI+vu+PZf7iaWZqTypV4Tc0f8cl1Mo0a8Y8cHScAb+bxviwUMfjf+xq3x0c6n1OtQRFDldRQGNo2GHwoQphn+9oXKT8pGx6fk4hhsfSZpT6ywAAlo0kc4HJag4rZk195OZ7bnJUx8c9vG7xp9r6rGJFBoXCjVMDC9eksPtCjGBHzzNeB2Wn7qBbhRDzc1wUkFZIxfdXyGBtxaYCOKhQbFBYUoQ6Adc22DvgG7jqArRJ62B1cipnJr6xJ5BZEFhyWuubh7uJ/wMkayCFqsw63F+jmTtGxGTmUi/OG8votyl7K0xXyIHj+bYhy71sbGxwiCwS4K6xMGSiXBGofXKossbV0xfjpWv9AYK5Bx/RDROgWd+0LMkZr1Mc+fJTDpUSdPOUPmxNlattWY9iW56yfY0zdTQmDI4yuYecQv7US6K0S61ENGUzvGearGpEa2HNdwWvsznUCjZx+WbqeA6K/Nu757C722hLOG+deEZ2188TO3ySMeWXNeE5zkyhHRC1e73stNccIK8OdVuHS5QuVGOXvIo4oncPN/S723+usbL+IfUfA1NLYximBXBU/fmgY0vnYWdqvFtY0djCPcPidoAr25wzjQPt1xqDWRPBGD10/VjNvYHLLFbgBm+vgDaZC7to3x6jeTuilcFjhGxcEXnQBu/Vy5ztcOKl1g/EUIxvSc/nbJvbBfLqGP6KXSPGA35xfbYsER2GqwRogjYtG8yKUkcD+SNTh0QAMi+Keb267wsyC4/gi/vG2fygX/XkcNdq+2ex4Oy1NTWK5ce4C7NdA3PyRVFDkkpEwlankx1pO5cJXJbnVEDdzQ/X+N/e+tuDDjW/Se/RjF4yhcoFxqJ2XyEjoMO7K2r7pzdxdO6GxyXMhj858DNsbXSUF1JpS9KpZlJFgba7e8tLnrz6x62BBo10dwThUx2+uK9/07Ccwzhnqyl1VTGbWcJjBD9/W4iTB982k7HNpfDy9pU153zCaw4Th+JZR64/H8HCBPaEBrIaDxzc+8fn2g1B5Qie5fy53WILD8D/eqTVN7CR8iqP1XMFrqR/+bsH2/fmN5o663G32RYZJxaDHZnPxnb1bPqvAj31nPsrJfjP3i4/L3SKA4lMlkiMj4drhoxtf2rvljVOodm0l7Svbd+j1J3adLKdEQg6NBAj7rtVb2QpVT0+gzEE3PBtL/vZSThEG0lxZnJ2VswXzidlm/hnL1j+7twSrESbOwUsG0K+yMLS9r3EHfLjVWvBfX2d/Vo4zweD/JXfLm4hn6LjR0LMNVefyo0ucgcfTrUWFr6X949XUrSfLkY0KtyzuWr39f99wUGnCNaj+DWUk9LQc+svW36V++N5n5WiiRK5ZuBbOLyDHthdTZemW1VttDUSqmc3EERQPpbuWhclrl9FGgrVsX+5rCz55783Ca21snjiKg17FofQ/Rseqf8MYCdUHj0I6r2cdNbQBU9FpekWXgdRxC6ipvJRSDnTDl2rm4YbPzYXyR69Io3RF87mC11HD3HW+DuUfPncydzDnmJAJcVNYc/75YizSkTP1tr4qIVqHzb/ib7HwMAWBNeNMt7hpX5gbVuTMDRXbYSN9t6gLh/sjIwG25aOvP7H9aAklUWGTH2U0MZM7A6M72JmSo99bKYHeNvxDGwVVjWgN7IWuYJGHkLjQCSxyUIvuz9r+2kuHDFS/qY1N1rAvhTyed9ZCVNyEJT9FiWjbwazPod7Y+Jfj1R191TvP437OvVbhUecKlSjl77SDECUGvLzv5gdqvCJQwgG7F1WA9gAGdRtqehKDWcsADB49lBrhwjysDU1G0F1R06NnDgME6XSxg22RQcfNOmb8394O9RXnle0CT8RtbdENkEIP6eCjLEKjAReo8Rp6zbiOVqeDXSaK/W/ymnE5T5+1D/XuubETKmg4W8Y6pufDAabr0GRSMdOEcIkierQytxCOF/lHFKRBkQnaodRyAhxz11XUySN1Kmp5IygqQRkKN+yyrqEBD07YZ/ceWdSo59/GA9ygQLU2mO7DGop3HxDY406Tk1qvfF7+YEqIv/4+PSgpAX5TUsJg9f6w0xC4grc4AwrP/uWlMtNlulJNB85+HBO5Al7hii//4TPXvuu5fXh/CH/E3Auv2k387dNRKHJz+TsvUBcyqGel4nFpT90HSw5iA7L78NrdXRuWLUxkZUabTsXpqPhbJnX1ftOOp7dLv3xsrEqiTJkwTlF1Nt/QYIkPl9I7uADQRrG3damGwm1VcOFC84AWYWJpKeYZYJ1Hs76kNiYZX/9Gl/QkPIUi8aMqhV8suyd/GRWpvRxfWWpqzc/anW8Xh330AD1gutx0qaV27rIoBbA2HqnDN99pX3wNo+QCAaa5wTxN546+ta4MeoyXWQ6gx1bSPc8dG3kInhgFXZVF65+m7ng9u3N8VCZsiVIJPXXnjueWy3Vl1zoT1QFWU3NJfh03J9ZvNjQUGzr1Sdw42sfd1qb7sgCz9zVuhw8zuqKYNplKcutNy2I44LOlEfTYUHWUn5ApGqw0Ok+8fgGXybTnjR9Gf5gMj6n732htcd7CuTUYvWJBOMq5c/+LO/Jxkurs77dpQzNnBKsmxIeAOmQKYge3WTIrqHCP5a5Bex6NDQSqCXHcODAih7j2xVfcy1XkinFwJRS66p17P8GbQk0HLrx13vyHL6ZwVSKO4upf9IpkXBBIZ9d71ObS/LIP85GgunaccnWz5VKOiQ4BVWzZGQrq9F9DDQa6So6/Qd2eZ2r6MvO7oYfS1SAk2c1JLURDRGG7D39bl7hUC1S6yboTh3GNRKdHYd1iLOApW1eyIV6jwoXxPz53ATFXWLA7cdhjqLvsOfmXLdS5u5wXTsTjtizzFR5yeAc7R0jAAEmgCDXutOG3CqganVgN3B9dgWB3pxO6ys+vf+4sMt1Ba/bb4XhzAe8WBPSG77zprPkUxDz5ULubejqu4DsPjXkl7+WVUAkZqXCvVQQzEqP8ncTxTAwEc7+bAp2uJ4B7fhnFrL7KHecFjJ05lB09tdc1wDLUlNoi+A9Vh7DjOjgIrqlnNbifPz3woItt4RV/MDyoxHHWtpsCW1XgEiz3fiVOfBde2YixT7JTLC7iiXkVJuP3iFZ+okEBPBXNfmAOHVHgxPTVz6dXE2BgV13tlWrW+PGJTtdxAWwuv4b1Die1O68kMDhSr0V/jJFgqize+PgJV3Skvh2GEjw9FpL8qB/QxcWiPsh4PL9DyisRypsyEjQpuvSsmS9mP/LUdGw2ylV6HY+zhsPHsZHAC4QPZt9hT74JR0jQtWWzX9rSDQ7FGV37rhAbCWwqDsK6IGoxpzr3EitUAHTn7a7DseV+aGDQUFqLbDeVHh2qkc0cBkc20BIra4B0guIfUMBX9yWh5RpzbTW1Og/9yHVcz7eZDZbqampyjnrn8r+hsQlLcuTSxavfnzouhbsWJJBQJHpMSqapUWInCgEmKWjZuUpo7MUraQu1GFh7qJgVj9oyuuUx05DuaxzedYQcf68tywflsY8zIGVBpL2tcWf42Pjmg28LF/LxUHUqP7ZphS6++hMiCfgcanS4ofW0tgCFZnxo5PhQTYKil6o/fEsbS6OljNM+gKngDH5kDT86Hkc8xNXFMIoBS+MB/skxThNlWXDloQviQMdVGvxOXLlwVGbht6m0PSRBCbGKHK8M0YGbeJZXTCciprDGTdRCmjwJWgvI+U2ciMwt06UfeUrMnWyI1Am1R20aq4JqpB31h6ltoih3ui0jr5DzCnaOkMBjhAMigeKEjSkBjwEYaK9GYJAHGthrXcGww37Slj8OoF7XHqWPycFHc/F1ytixNXmWBsfjTWfNSS7SW1PajmLKtSsOPLJkuU6DukHaia9TJoX9r0CN2EcRqjXPxMCB4l0X4DDOYkr4T913pNBnDA2SWYxnDHADvWt3o+yGFWiYPlOi4Hxr2XgZ9UDVRU3WDCZCcAg1V0TRbDbYRvuWLt56AnUkmp04iOV/4Nl8o5UduLhmT8zb2Kdn6be6uUBJDB3QZYZccVREQNQEv3wDM0+foGWOF1LE+hor6Vf8Iwo+YXoVS+TG5ZqSwJFzkuhNWaGjIq0ckakpvC6KMU4ka0P1kSNGoNQ8mBaJaq3h/GsillN8gaXgcOPYjLDh0+JGDUGD7NbCEli7TL3bMtAvnz4vPUbJsQbxOwlnEQQF3Ky4aUvD8emXTWOf/KHCoiSgi7rYx3rtss3mZKPRHnpLg7XqDHcbF2g5Umt6OlIB5FH4IqkfTjenjtAAdbgOJpuCJkBNxaXn/FWx6qDhKUPBzsboCMR6wwXKuqBp26bPqQC7wjCxhH4bPn/j/EtrxsKiKGPiFmfFLe5oO5n93R6HrVZUWpHoCWUEbUpqY4kbBOi0HR3ComM/XkTRpZw5SF+HOu8Xz8IlGaCyYOJe1rgzfJwx7DrcDlW+/LScazQvg20qYMK/aQvQHWhg3L/fhzWAtavLOV0+h/S3ROTaTN4+dZycb6FxaxO+rr1yE8A9fvIh9+mAkdX2XOLi5KqvG1kE1oYGNDnUD0cVBBrqvMG0CIKiykXRYbY/RWakr8qwJ83Rr/av2Gdxha07VdS5MDGAXs/RxUSjFXHrlX0sypieS9mAMUS2L27x6UZqR5nlXsjjDexcIQFgYCRQnLDRJeAzIFQsGOaBBvZSVzjJ2C6YW0FCPadddPToXWctQMguiG+dVL978GhcxjR9AJAHj81IhX/NRUVfrETzeOLr1C6H/j56JAb9zewXkN6pUroV55g7zEiV2xxv9xsTnKB/5W9T6G0vT6eWfLYrW/heFzq+ubgZ9mVwGAQdpI4GjnAuDBWrp+IMHuXl1zWBRGpJGkXiuJs1tnnZSjgETMZTYlSE4Mj02X5fUuuzCYkPjOB1reYWF/0nJwMn3rKdBdJZydRWURwlZPHb+j++UOIkurtgi5WeWzU2NvYA7hA5ds54xdZj1Fg35d9j0aKzzfW0N9IP+IgC8xUFC1CqgxgM+6p+6G7xa7IuxYaWBfhzbkaCM+6GY4wRYiPrxmdurMrdBCeSiyxRv0mDW+fVoxalXNxhmyx3mrx655XWjDBlzPjHYmCcvvNfV8Fq58sT0K9akJkWhkhYOsuOlRTsKW1NmkrdVcVXTbyhJ4ov4IIzNow7S9swjvaIQAIqyE8OhY8zHetPjZLgPUMo0Hi4umsp3OYRfB+c2r8P9dsVp+ouBV1/LCXIP2poiE6iQWZCT+lRnrFBUfbuvynv7Gt5ZSmrJiZPjlTBS4QCgyctXzxEsf3DbHubRzx6rjlxjQCd1qnicU3b/u1A8WxPl3nuf1m8rPEBwocph8vfyxeOlI+GjTE8Lf0PoxpbpcpwfBWE6dxZwTU3mpYwhz0lBfWAqyx9JJIuI54oF+YhkFqqtbTXcIevQsTd1AWVKd8mEc5SRCg8yw21ZX8mg5hytfLKxc/aXFkNp7m4ZYWbCeuuseu3/NjcJ3GFLdhSNi9xLDzNPGU8ODMhCtl+PXUnRShbNqtb3b7YjCiPZ7BzgbMR6p8EamhCboSNZteWqwufeA3spa5wkXf/XnndWcNse+nBnhXOH/GdNDzcbhqvO+eFzadn6uc8nBAbgy6sUCUmrtgzaOP8g0xCj+uUSdjfX1Fi0N9MfgHphZsaZHyg1hMiH508PzXUgk0CqYK37UEWNeb599HJVKmfpPqrg3vQoFy66P8xRgJGT79s+qidX+HPezlB01hf3wHgDlfooITBkz0Sqkw9zVfpjqelvhmoacuDS6SngkO3ZX9Zw9ORHHNCMvblpfLhxy7eCP31/0lk59dx+p4zaJDqpYPXrX7yblXIDc2qp213rfrrpyyZXUmbJe4I96KjFBwXOCT9GV3eNkOLyVRwsiWWc+GPRB33SrZk7+eV4fOTJ0F7neO6Sko5peccUaDQo/5bmisuwzSMoWUnLM0NZeyCC4eyGy/TkR/+4+lJX0xRAMmEFSm5+d+7p2QsO185KZUy2JoNpxBjdk6ZPA0ZCeaG0r89fgyuNkCnGGlnSuBQl//gvuRdvckroGk0Ymzmo2XZ8KIk+oNikvAEJcizjeB5309g4gx7QAXybXOaml9R1/L21Zdim8pQWdWRDG/gDU/VS5CZ0HIlH3JZ0/pyjDJwyJRFfrgvv35FoHQumXbz0pT/eh7MRzN73BMvjlVJgS4jKSQ7j4KISdpv9EQiwOQ3EL8e8CxxcveAMBsDWJZbW+MSP3gbAXeELVwesaH+6jCs6/qq809+nAXtebGO3mTcVr9zrf130+1IWLhWNABjJlCGfbdtzsYugbi6oBiQqEKhDucsBQg3f0uvzZJnBjR0rjQdLVrxK7HjxOWjk3L1CpSLLhEwHDq2eavHUy2QC7GFLSwubhsLb2q9b7a+T4s639bCMjhNK9p50L5E0xSO6DXsLDmKAuinBIoTNjZTQY+QqhGjgWFDHpDeYeB0gtedNVwnP1XftRyapgH3zVLm8+ak1MPwtYFd/MnWlrySbHgsQaFM/9ND0xKDQWDkrx9VlFMMiKhTwYpgA4VqhH1Je3hxBkIM7DP4JT/f8vMJwyaNDB8RFhmjgX/h/I0vksAgOlwbNoT+DJgf9fEgDqTyENyPcELsvKY6o22ymDYSoMFgbGQUYrehGm+As0vXw5/pMVXt29fIj+Kjz0h97OlE/iVC8IDd6cPeD+M6T31SBXNp2XroDNqVbnNjn59usxtswQI+0/nrXbzggLFLUxdloDWVknUnrtl6QBRJpo1ZvGbWJD1nqQQFdx787yL0Szu7Iwp0KDwIXou8DTV8VqnXpqvX3A/uaUpCP8aSfflt6EVwzKPP8AxIodgo7FQOZgfek3PsilDWFur+h7pcfDsSphKbBIdRHjhT0XF4eNG46Qh1ZEP/f1L1MLWhnRKg8IfGc+ooNF7HmRcxNBnxPKA6NRkloZ16bjqeobK0M3sqTMVlaOQQnhKvlsKF3WtojGeqr2yGP0GT0rTwp+vHWkZ04VM/nXTcM3rMAaJjPHA29xIet0h9+cdx4Mt+oycWgX6WiJtcJM8SmEYWEUatOnLTO/UPZFluTY3TPZnP8Gje0SmnJXLxQqNPQZdide5/4sPfPbH19We3vpr6j/eybLuZXSRlX10tQhIMgqN+s4Iz2cK+5ngCh9gmLGQpycn4KL/Zpq45USmvuLow1lKCHTZ7eShLQjOL/x0YZoAeYrsdOzRjCadN286zhczOgpYC4xTKUSluxEe4XLVsN4RI0fYJUyL9EzOjmRwcfqX6zOTH101NSRGoX1GFRRTRaWb4o0yZMg3NsPQVHahCwWKdyPYllpyLeMwxQo9hZ2kOjAQyVeNOjbPZ2nkcVY14DQxJ9U9XDKBOsCuWYGetGz5/3fRFy4fDlTcBZ6Q7Td0jU7hCPi5rEqUgao4jyYRONl6XMpsZAJhac1aeo4Y30kCp+DqlSAn9d6wRx1gOcforBo5Z/LJDpM7Yv/fee5y98iic+ka36CRiDnHZE6uDPQT/k8kwRmulbU7X7rPNVHpr2w1bDBx0dePBk2OWTuLef2+fFTxRWv254PlLx5jCIRLmSwiWHRsvjVo/1tbG5NpH1+nWrxUxN2g0wiEpd4wKswrQDoJaBo7pP3ij+A9r4pHgO3dl23LtdhTwjyjQKVt/rDMjr+VqVecEuBmJ72rP1fMDPH66lHVs2sF54XB6e+k0/abdbmfvTDsvX1seFQ7aT+60Tepzc6WsRN0jqbOaCyrA4KmPwU8+USv03Fiu/PVnavFrU/bGov/OSpRIwxZv0P9xZcnh/Ha4NQietXp+x9yDn1xoV2mnP5JI27a0Yda046u6Vcu0QBqWeWDR0Y9P/2genP5sMrXEWr33xFUm27Kj9SAphnpqulSFEe7+oaht7Ay0vgBdLc0D9YT/820/zgs33ugVv148VwMeTjy/90LB0Uaf+2NnxeNRmtBB/H6jJxYBxLSzEjkLd1JQMTzTR4/kQxeviC2okQ1XNObYvrvnhC4YiLIwtG9JjTOHkbQLpiY3FfsnqBu+PItvnWJy5f66RpX+KGDAuJXJfQX43PuoMKkMtF9tLCkUsscpynyaxk2nyuYshuu64XPnrdYVf/PVj22yoHGzR09IDDi0+rPcQhs34Wnzfj+y/Oiu8r7hcekZ+AYe0FfwwQVbDOjjERdVF1f/frE1LRUONyIzFj4fWnDkeGfM7KRJcGKS6wzG2h4QKweqGQ9ltp0s7lBNfySe96F6uBbxboFh3kKdFKhSUn//vvrbzQYQN3L6w3EqaU/IS5/ZZoh4HKI8hMv1Dl0uSiGHjYnW7L9gNMESVa+C3+6Ua545+MiZLWfOlvSEjtalzIlXGgtfpW4NGj/6iWWJMFVicmjLgh3cb6XBvEQVFhccnWZeqqVNt47a05yKwO/toKbD2B8x7YuN7I2HgVEs7Nw8mLRU2ABJoChho7ngMwADHVXNj8rx4jUwpOCNrqC5gTNM9AFFUTqBTSXO49hZz3911iQtTBwjr/p8M+8GLYpi3cHDbfC6MyzkS8/vLTLckMb/arQeX/sNOiry6DPu6qdeS42UgslzS498faW6QTbhqSS8pAlaKk3GPLFahVcITr041oij8heMI7I35+V79z44tRPgzqMBKbWP1GHiUoguE6u1pLgzljk1iyJ21FP3ggslosNq4ZlUZozFRmu8YttV0XLGaH7a9tlmKo6lsRkP0dgU0NO9J/PzG+vmz0kO4YayflN50d+fK7DRhaYwHz/+E52OH4dzoLbwbE5RLDxnxtJXJj84P6Wa+ngWf6DPSYVit+77qpr/iWigjIAT53XwnTnvxB9vmp7PSuYv3rCZdJ58c++eA/bdPzyi0AriVWws7Km/SJe14lwz7/AGettZdsqzFXOqy+GXpGHzFjy2BvRwnJ8//AYShsF2Hq7hgye2BoLuFma+naLJCA+z7UoelvryvFQeLVu2/CS2SFS4nD0ym1/wTdHIOYly/0S8JSzr0Gjqg9bBmrSX2Ql6nJxZnG3Jztk1ctFCKDzykGnL06cxtOG3C+gLFnGI6Vgl2mWE/RXf07aq4dg1RoY7S45waodCQM5cA4pTUW1K4iMobvS+OwqTvk68RU0aNDZj2tgMhiHQd/T90w7CLwo9lgTy+FOZ2LAVhYBQiRA1oXCq7fDKyRMJUTyf3Vo2Lxl+x8cndu60WJST8UL2PkaC0DN0jpD2qywUUeZ//2scUrKXW6PhTMnUNL2PTBW5cA2aEa+GXx/eZLGPJoSqfWEN5VU9yfDuaHVS4sIkhmnqt8O45bl9zLcamVdCNKFS+uTloyvfmgbVjlIf/1hWPBMbjF2gyy3kTX/Ab6vNeZk2lWE0w85vctjxqxBxUXVhMmR/NmLFMnSjcWRKcmYKmz/X03rsu8bYuXCFGq4VT6PW/boaOvG35Fgxbvrw9wWr1yfDFqqIiV9sK4hEofYDl7sdBZXCHGYjUC5m5dmKuVAmjV/6lBF+IrAl++CuEYsWpoQAafCEZbMmsDzGxI7TXID3I8vk9H2acApIHQbs7AQgqrAU0bpT5zoX4i61+Uwpt/NyLAhMwJcNUe3LXuQgFV4jpctmH82+ot3BTpPBP/ZpqXcDI4GihE2YAeCoauq3idfAqBQe6Qp7SEXqBJiNP8DDMlbmKQBt/ynK/Nf2nTV72WAAMrUFBgMl6745OWLhpBHwo4SwA5oy1ka+7eBa267Xng4rCJbAazYWroljo5grz+9HhoQHdYrSOtSLY404Kn/hOOJ6c5bhu9sjycrKEixh4belN5vwSq7ga9GB9wTLg6SdjXWtTUanfzeam8/vLa9v/AlSrfvu6r0J2sgw/3vvtXY1VG15Ma+mw01mvdXmEL1va90NNosbzfXHP664wW7jb+3yiQroaeYw0NxadOByZQXH8KQz+anm8JX8822DIgMHKeT3gp9//unnn3t7b1TWHP7w2y/equC3ht57woKkHTcbqaI1t1acrKyssaPJi3PDWH/um7qbDGN1J1t5nDffbK24ZoBcdXT8FKH4+UYrTbmmMv/rBm7WHZcMF1ru0d0HPwwqsVqsP/9kbfyh7DS1jQfuuaq/XrDlUpPCb3BoYIDvPagIP/3c095efvTsP/798IVyJnserl2SiEG2HI2tEMOTn9IY9tZ1DYqR3zSyCLc3GQzH9l8XJMSjanvoNQUEBP7Uea2oqvi8rUa7L9XdG6Xoa25vqmv6ocD+ZG239ach4ZKWq/WXjtB5WTt6uzuQnGAnUY5UWG82F+0tr8PC05R/pV4RpNUEAIulp/1m2aFT7/7uUkCMf0dzY+mR6iaU7U+BIwZJTM0XmSQ0JRz+s6n1KqcGa062wNppv37zRsW18vLWS1+VmCOCQ0PlP/ci4sV7j3z8xXXV0HtrTxUVFrZTdOoOX7nQ0qeOCJLf+3Nfr6WjseHkRwez3+Psl4bxejvuwVC31FQe/RwerkHOWtMTkOBvMt60A/YnX58hYT8bi8rPnWilhhowsq8WItldfbbiyiUbkpgM/Mcr4M3zhrzvrvkODQiEJ5gtP/X1mluuVuxdu+f4RRZDJh38ZLd79GyRka+11y820HyDxRaFuUVAsEQwoVA4bjvWm1eP25qVNMhPNdjadKXmUn4TFD9RPDc2nK3s0yWoZD9Zuru6mi9ePX74OgsmYhpuyPCTKgN7q8/wIPW6LBRN2/9+17hdtVKUK78p+ylWM1Tl29fT03Gj5dK3P1bWmO3EWwhVB/lJ0M+di77a0dXcdrO9p6sD/vUCucwHbkr1VYyM6/7+myZbWYRrCr9vbSnY8qM5ImgwvEvBYunrMrfU1p3Izvv8fWrhUTb60ftDfYFh39ELrfBrwT4/W2ADuXbszX1ff433H2IaggzDN27rAsbpuFRxurJ7SHSwP2p9SNR3rP2uMiDA13T9+GdluPmDGwWlUEVERgSgVtx1syznyNurfxyUwFURANTD+BX3Rg1SDvKFTPZ1ddVfLN6+OudUEdLtDhziFnejft//FNwMCxrkT5fr0Jv7dtnK1Vt67af7RofADsV8w1hwBCm6uiNXLtR3q7RB8MufUFdAlWIoKNq88tCPeCxvrTE2DQ69Pxau4loM+y5V2qtGUYWFuUDXPTRi8ihIpyd/Y35lIxWG/jsUBAXa6RYR7YuncBAJmKOD3oZ2LtbVrVfz6bYskLtL2CnK1H+BtNSLgZBASMmtsDllwEHVfPvGyW9Fa2BUCA90hQDyYnQCysUiGRwj7zAai76ptQ2T0AvKieqsuxRBcbFB8Ntte98oESICSfWW7b1U1eejGhroC2Dvg5pSTeGFj548XGKTw44LX12o6rsnWOnn4wOsqCHcKN579J2sUlpFu6lThmX8K1AvDjXiqPyBkzhuxYCX913xkJQ2crBa4ViUe37++WfHUBjy3ot7qouFry4UjE8CCQIEAYIAQeAXh0DK27+Zo/eB3/ziX7nmtwR/ItAh3OvyKTL3PApP8Bs+2/phNmfFzGt6d33ChMTVf4PLGm1bFri8ycMdDrPe/00qPH/SXPraEvruO3cp7tb3RALv1pol5RoYBJ793zm60UMdafGW9LmvB+q+Iy5N4icIEAQIAgSBOwoBPx84c+cjob5+YeMsZAi6otDhcxW2CF77nHY6XlO8+xJqMiY/uzwebtRuzj/DuZjO44JGL09DRgLc3JXzAzHOGPiIBDJIkF+CgAgEnDaYW/H9BBH8kCgEAYIAQYAgcPsQaMc7GmX6KavfH3rmaE1DO9COj33gAS0+3txz5AO39wvcPlb/dXKKnD4SGgmtRQVvZVV5VWq/RdmLJ8DDIlQP31axg3c3pVckSSKCAEHgXxIBp3YC/IDCvyQgpNAEAYIAQeBfCIGCV3NjP5qtV8GjhDFpMbbjxdaOlry/5thu+Ok3JNThSLMJ3x/cb2p3N4GCjd9ZRnSezXM4lyCy2Iqh91EXy6DvyVR89pzt2KhIAndlNCKBd2W1kkLdagScnk/44P/ur7jY34svbzX3hD5BgCBAECAI9B+BkBTdxKnhSn+018jSZTKcNng/SHXCjUKnCAQWo4F7I4OTqCS43wgoEkKHKCV9rTer4R1NxGEEiAQSQSAIuEDA8/MJLoiRVwQBggBBgCBwFyHQkm/IyTfc0gKZDCayRf6WIswlbrrcRNDmAgL9RALtACGPBAExCDj9HvM9A/SdNTFMkDgEAYIAQYAgQBAgCBAECAIEAYLAHYWAczuBnE+4oyqKMEMQIAgQBAgCBAGCAEGAIEAQuI0IuLATbiMXJCuCAEGAIEAQIAgQBAgCBAGCAEHgTkLAuZ1A9h3dSfVEeCEIEAQIAgQBggBBgCBAECAI3E4EnNoJt5MJkhdBgCBAECAIEAQIAgQBggBBgCBwRyHg1E4g55jvqHoizBAECAIEAYIAQYAgQBAgCBAEbicCzu0E8pm121kPJC+CAEHgrkJAqtD4yRR3VZFIYQgCMo2fQuP886wEIIIAQeCuQ8Bpg7/njr7vyC/9/fnJEb5lH+/avHOAL4nWPDr1qaU6SZvhncxjLXdwfd/BfCqXZKfFq25J7XhdIYqZyctfuE82gNWqUI7L0IBrxgH/HJXXZcQJBZqGZqYuOhxc3WkwOm0rA1tlAjz0r1B3bmrBZhj9zMzHl0b5Y66tzeX/u+R77zTJwAutOyC9yFEQAXf5kPd3HALu61GhfvydWYn0Z56tRe9+dbg9jKtYvBCeOwEF9wW/E7i863j4hUrLXVcPogrk1E4Ad7SdIFVHBMnkIEDhnH9RxReIFD1puCLQB0j9fAVeAllK4tK5YZY+K/NSIvWxtlVfL/72x6sGCxN4O35d83k7OHCWhy4iThskA7ekdpzl6TbcN3yQ0nm1uk3uGCH9nYxpWvTx2nDzJ3vyb2vVOzLDCXFoGuPHvbBmLGJ0RuirmQVmTlSbd4CrzIEHW053m8+xGcpSkp9ZGsWWU9LT5p2RACkMuNCyXDnzeJGjIwLOiJNwIQT8UtYmRw2S9NRf/XJjFRtBlqJfmhEBbhp3ZhXZrHuFetH/GxV4s3bnuhJbIJumfx539Sid/87sRKzxqHxa7421UyxeCE//WB6Y1O4KPjC53A4qSDwS5LbBCT9PH4mlvnL3RoNwF8CPexuefqHSchuQuQOzcDrOvsOvO7LesoFZn4W2AXqFqiswSqtP0tq/SYqZlDGltahww8oLt60RuubTnsPb+dzFIHg7M3WbF1OdzC9QZEx9+d917WePbVjrxWdo/RRyNPaGLjDUBwCx4ti/TKkM3fy3axqyMH+GUWT6CsvnQFeZHQ9uOP4lv3ZshmMydLhA7QdX7zlxI1ANWr0vHyOszK8gJcWS7HnxwT05z+0oMApG8CSQyYn5dZ/WEQH3aX75MQauIXf7RAzXx/iAUb7HNlaxFTgmY5w+UQ7AUGNCUe5lGi/FQwkTkiJhYO22ksNeKC2XsLupR83I+7GR0FpU8O7KksEpyhtB902jCAYyioURGubXZX53zEs3Bb9j+HTPSFhYUlIUre0FYydFNu0zDLjkCGblPpCREubXfYp/hRgDp1gGEi2ndgI5xywMcy9tRTScK664CSB8gWq1Th8Cp8+VieOfX2Xc8HqDcEISeoch4Cvz85f6ALTy4YXr3v3Xo5ZZKtDZnLuzW3z6/mUqPh9bTPOBwl0x1vAA0Hjs/IDPQdqyIT47BNquFxZ2m0F3tV34LXiUBwfIAiX+1D6nW0CfkHREYAAbsuGHZhCjAVJltAYYaUNBERsFjQTofKIfCM293EQxEJU4GHl66i8NtJFA0Xf13x9QA1BjfrkJWEz5kKUOolhcIXb73zU2njtXHQjQEMXSJxkxLhLut7C2NZaV3gQ+qPYkPr0NXbefLZKjBwgMoGLxIFd3UZ3aCQO/70ghhft5eju6za5GK1KZBgCjhTfriRICk1FwypYOhIergEvKMoWfb2CfEyIIJJaCpc8dZuh956k/nyhgC6LQPr8tPVIO1NNGhbze4GKbgUwhhXO6JpNgWQBiEvQ5e0uxJYpPUVDbiom4coowEw3TNBmdj4lhBKpoHbQpxaR09YuKY4TDKY5zzTx6C3rtJISTWrw3cIgfiuxk8QPj3Gd2UlMwnbmwbEdhmYvsIAXfjm4TKyQ4qutMYRQxMmDLVBQa3QUbT9iScH3iqsx123EJFNM8kWDbQ2FjxHWN2+KJ9omCxRU1XChXmoqN4KguqJCumhp+zQPQb64wBR+HNigfhIeUXY0uSuSpXnVBin7lAgFbYlE1C3nzca29bQSd+rwpoGvBprPCRXDAHLhuyC4bhX0ZqouarBkaCQgYNtYPHMAKVhMREUhHUydpwCbaThiiDYCh5lqjfRcjCmcsgQ69j6h6hLk2WrFa7yz7ju0CnCsW+yJSwu+89/ekaYjqrXCH7qh+uXyJLTg3DfBWzNx16zATxI9HXSGPMfxgatixip2mlGbueVIfCMw1V7LXCvdTnvU1dHbeISBigOFYHE6IqKZqi++xSvEafFaKbJnzfSJBZhlwrVj4tG/fk1M7YSCPJyTEPrlmYqyamiABreXFW185UU33on7pb89PHta54+UjQ34768HEEDxpYW0oOLVhbYli5pjf/Mfo8GC4rwNYOxq/eW1/fiF/hK2MmL8hYWJiMDXVYaos37by+6u8/lk6blXq7NRIf6qgPe3nvzr0ZTatdjHMfilZMx9K0VCzyqbKuhtKpKTkuBYAAEAASURBVIvdOYlPGNS4TCxT3ZHCtsyUYOZZ4Fe/fPq89CglvVml71rBxc1rLzDqns+kpcdw7HT2ujLe6BmI49MV1PZcKVJi5z0+KnZEsIwCx9JZtOXQ5mxa0chmjlu58v6uk9//I9f/3/5zYqQK1QKcyyr67JvNPADRmY2nViRF4moClk5DSSc0GJw5luzmi+H/8XI8jtm+6/FtBTBbl8xzhQGKQ2tldd4HJ84Wok4renna0llDQFvV321HzxWLsuclBEvaL5zYkOUw+aYZ/uRfkyNUQTCtv37i6i/HSKW+nT9QMf1mrEt7MDmMkgdrT3vZd4XbhPZ0woK8+IJeZsuUkeTn8oL+feZDD2goVLvqSj/NPIYmlV1lCl+LkQEYjXYu0GCisL+Qsbnjo3xKP977JXPoX1yV8VmybzvugTKDQclrH0yf6gAFyxqq8XGxarrFdTXUHd6Yy7Rx9ZObUyMC+wr/ujOHOf4xY8MjKVFyc80PG15gNvjpYle+PjFI2nnw5R0FBuAJLCwT0KNY9NG8UcrOnPVnw5dNStK70Ccum6Fm+LN/TdYEo+L46yev/nK8TNpz8Le7i+NtesxOdLlMOPX39CpT9Et+Oy5SRalQWxvUr0qbN3GIErVfedqnSx+0SGQQit/uLjAy0uidXnXKCnzhEgE2oauaZSLphj++Jjl+RBClvc1tjcf/fig3zwQU2iffnwYHyqXZNomFy/EvZQ6XWNpx6RAb/eg4XAk2q6Cc6j1XDdl9o2AKz/m92NAEEtUAhMQMAgAptJBZEawKlUVoI0ERXpVSaqFBBUBzKccidIMzhVLPjucODf/zvEkjkGS2nju0fhVUieLqEbNJiRlmKQCJGfA1I21Z76hYcHT+P2+1Op8KcN1b2eTBmfq1kfOg4Day3rQjvpg5dOuspPG6wie2od2DLkGzFcWVD8+CwQhSqnlxo7phjBu1Pwi4qzJ+PtBSShn34n/GyoBv54VjTK/NZ9W+D7Kj4Je8IjklZbiKGorAAVpl6baVx/gDQjqJt+CL7yn4nIuq/a7665bgEMFhiVT/zLgxwyWXt56+dJk/BrbD4NY8urATBuZiVMXsya+8HE+NuqgiKGPin982eNPsfVfRs1QdBU8kBz324aOcAkrUyVP+sDlRpqa7EPhKEhg2Z/0cY+punIqOq5s7RcdJphgR88zXgdlp+0roQL9F2UsnaKkBLg6SB41dtnCIcu9bG6nRsGLJ5kfGqm0NSTFCyypoDmH33qBBdC5Cp5/95n+0eNIIqo+nSPmEJ49/6W3zqy9ATuGI9mEek1K5bsa0PyUO3bjke6gxsBPFpzuoaVrUj37toswZIbwgaUDisnmy3q2fbEUGUGB4mFLuo5wx6/czuLHkME5HRTZ7cjckY/qq5TG2GNIAXaIrQ4smO2nqSzPktFRY2n80AsUcl3KSMOaVNeM5UiRRjohavN73WmoOhEgTN0QRKLc7ej4oOMA/EEjQjjBH5z9czew3ksqVePjlj0erM95fmgb3CjNOIg/Sz019qvPGe5vsd5nDgqh4mTKS/Om/oe1ojPPXxj2f3fW7zLNw6OgsU3EywFCEvy7R4MSjvJCxYH85GMQc+hdXZW7ajhig9MvS9RxuOFCgUMXsqWtejrO1PQiQWjtnfeawj3Zu3toKFAFh6gC4lSZ+qjonvw6TUY9KDIYh/vqYOMWFS9hK18wYqQ6GLauzG46dPIOFwxkAg0Lh1p2AhevTuaEO+sRtM5Rp1EGQQ+RouQrwj3MlulRcN/+DY57J4jQxYGuDQRFDlUyn6B9MZS3HG5AYafRKrzrnxy0CKKmbmsXU4W0nr6xJ5DZOWXBY6pqHu4v/ke8fFIGrnpVYmAIux6M2DmufwdfbjsONYIvQe04bsphGgUvP/2e6Xt8M1CqgioOTT6hj0o8eAv83nCuXjopRyYfEJoBqeERBEzYUAWC9drmZSi8CZ1oMFrz/sD+8xQG79uIbsIo86vhCorRK2nYGlJhZkba0VywUfe5/N12S6AbrtreyDSScql+KL88KbiPrcTty360LdoXlsCt0M2TiAuyF3z1jfKJeahIRVcbPRzH8+ayxKhTWsu8DamrPTVPlpVcMX7l7FjS2uU4xIu6ZL3xfn5/Xwg3Ffq/BF9lTuB3UCTHQoxoymB5A8oclIGVc5tJEyHhinG/Fou/ZCWqHYt2qABffTxgQO0H9G8pI6Gk59Jetv0v98L3PytE0uVyzcK2WKhN75NHcULF99daN7xZ14Rf+yEjoK9t39PUnth8t6cRhYZMftR/Gm8pLt7z0+atP7DpT2YPiSDXzsobjyCB6RRo1/m4+V/B66oe/W7DrfB3aVBQ+d7Iex4heNYsyEqzN1RSRgwWNeHWVIuDiv7Wv0fZWkzE5jRocd3R32IJpH2SDNhLa6nat3vrqgq27DsPBbeeRD5A5A3mgmDTXlW969hNbQVQxmWxBRPHpHmouayW51bCk5obq/W/ufW3BhxvfpDevxy4YQ0PMnMSAPZPh4PGNT3y+/SBkGzrJ/XNZ60y7jDYSrGX7cl9b8Ml7bxZea3MJIUVWjoyEa4ePbnxp75Y3Tt24xw3zyU/p8ZCi7WDW51CKNv7leHVHX/XO8xRDggfRKCaEWTGW/O2lnCLUIwNzZXF2Vs6WN3O/+LgcaGInYSOh9VzBa0hgtu/PbzR31OVuszcSUEoGH/YYFi3JcEtoc93+rO2vvXTIQEmDNjZZA3fTOclUnAygHBnnGg0mlu2XbWI4SFSVuWk7ooGCLUsACsSH9mnaSOgr+mzvq6mfvPdRMW74ksSnHxoFRdBUfaUB1Z5KH4mrHs426UJxAQAITphKz5bdl6SEYda6amg2eAoLTQz/sHICp6C2wEbK0SezGU3lXl0Yy9Y/u7ekDVFk5OogmOdKdLk8uPQLt8GC//o6+7NynLDvzEc52X/J3fLmQWrzOlvp3ulVQWbcI4CSuatZFEf9G8ZIqD54FOqN17OOGtqAqeh0PmzSXXiHNYom4Nhtod4V0I1gwwyZdu1U7zlryKIbhUOpug3VqIOTaTR45kYZgw8n1ORerkEKxCduGhJ8xdihWDN3VhdTE4picAYUSshI6DDuytq+6c3cXTtbxdWjjc2L7+zd8lkFfsZiRmlLCBDFiC2ina9fWp1Ly31vxTLjTP1icp4WHCZiy+hRO4IZue3WaUnjd4UtsGm4GzJxkfHUL4oxPlHvEBBTZVQ+eGSsePxTapTfc+ilHZdwv+6+qXL5NFUVV0Ld0Fd28Ph7z37+6gI4aGxH7wOjfjWbWVrhxhcah4gBX2RP4VXtH9ooOCyBmkHGzD/L0Z0Bt99xZj7tMh8IMyF6RXI4Itu5/8Ud+Qbkq87+fps2NHNGsGpCfAioa0FhyHWVF/7xuQvIV1iwO3HYY2gPT8/Jv2zZk4dUUc4LJ+IPwUOjQObLY7g5P/eNrCqUCnTveHrXoD2PxgYC5ZjoEFAFqzz913B6BnSVHH9jFRqRA1PTl5nfDT2UrgYhyZmKkuyAWalYLffUfbDkYDWK0X147e6uDcsWoosmXDt5yoa5iVhLDgpVsetc5zcVOph6NBugx/jeohycCyhYt69gHUVfm07x0FHxt0zqkvWmHU9vl3752FiVRJkyYZyi6qxJLYZP8VDTBSs8+5eXykyXaX5NB85+HBO5Ym4IwJdXcArfeTTrS2rjh/H1b3RJT0KTX+JHzwJHrhhHWfDVO/d+8m4TTGU6cOGt8+Y/fDGFnvXjELLzms4dfWtdGQw0XoYW3QLXcuJDLZ72dFzJR+vyxryS9/JwndoRFf3Ycrmu7FpnojrAamouoaerAdDJqIK1l9ciXEyt+Vm780XTpCJ2lZ9f/9xZZAyD1uy3w/+0Jg5aVtQkqHCmQIwM8JjoDxriqsxd2zkuCigXUESvmkhJTtlHX2/G61fVW0+sb/f908tw4jz41/93+KWsquLClklzw4BaDRG8BCtnajgtdgCMmDQUHIAKJTQ6AjXVhgtowaE/sFD4cvSJidUnqglxWFOJaoZmQ0OxoVOfZJOrlF9hrvslus7boMlUkltvWhajANbGI3UluH/lyop3epVLgeMXhYCYmmWUFajeues9rDdAftmH+UgbeOo8LKA7wc5m9bdzzOGE50Brj8riZpAUAAKVsCJbwqjDCe1X85p8ZneODQ5QjdEC0DQkHh9i7miupEZRIloQB8z2Xc/tw9dhwSkP9fMednymy02XWmrnLoviixk9ocTJhedlatlp7+9BgxXbW8GBhFP1CwsupifllYF58FDMPFPpHnWF7JCJYc2jX88Y45L2EAE4kBM5wADQFk55e2Ei3rVd9O4u5nYv8U2VZjN35bZzgd0ttA7sznnhUPShhXBcEaDiDRq5hYJ+78B32VN4BjKXAThmEBiWwFmnvCtFS4fGaiSG3ef7JwB2pRf7eGvXEzQ6tNcK9LS2AIVmfGjk+FBNgqK3Ec+ySgHXMKo9epVluaIMLozC2xTqD2MjAYe3UInYOJSnpYwLmqngDH6UShBl3WC8bRc0lbaHJChh1pHjlSE6cJPOXAojhGL5ufZdITV8Z4izFiMTIPArUY3Q6GLQH2MkdJ7/aPuXeWgUy3MMG9e+K+DngmPpgigmq3MvcUrSnbcbjXvgsosftHTE8SkeakwZ/aOMBE2KLj1r5ovZjzw1HVeWXKXXsVFgLVzPZ3aHwzO/1Xjei309jKpfS+MBqrNnXohAsGXnKtuwwC3zNaV4bkCuXXHgkSXLdRoFk1M/fuFdR8hxt28aGpuw7Re5dPHq96eOS0Fz1Z662qO2gyXm4uvUuANOdFBOIFMxMsAkp377g4aoKmOE1mnbEQeUCyg0EXhzmsV4CBsJVLnMB86W4eYpC0Fm5tUTddjcCombCRuq9D7Uk/SV5ddB6VLEDUMikKDFH33qu3qiAT71BxaKAdf6RKS6sKvi/nPlug1CK5RiHgiZ5t7pVZqg3Y9IRSSiZun27qA37DIU8+hZAd0KNpulS70HY9nVMkonrlGwOXA9LeeMWNQDwkcD2QQNqsm263ACv/IM2mIEjyho4LYjDGxXTT3VU4hpQWwWDYeP2+7MFVePbFrG40rMmDi834HV6qJ6KwBc6ByRPSmvDMyDh2ImoltnKEOr06Ou0JbOC5/nfQ2biWcI4GSiqqynN355+hw9mu5pPZxj+2yu+KbKsmjCRoJGOe6ZcZlvL3jly1QV7s3DRg9lozh4vATfZU/hfe1D9gQUC2K6afPT216dvTl7E+rpbr9zamndOxAfUKA3hMi1mbztfbiY3PEZRIezUOBL9XzUcN8lJNxUMGLtlZsA7rmXD7lPB4zM4nVkRvqqDHsqqNhd1AUOcLun0K4S+xR2z3B562JVKxg+c2ysCinQk6s37ym0i4MfaTbgUAZNt9s7+q216gzvbcuRWtPTkQogj5qgyD8iik/xULM84KPVMUrUQrlOQu9jpcLsaoH3DvR1I4vA2tDgsfB2dFzn5OmW+ep3Dx6Ny5imDwDy4LEZqfCvuajoi5W2vo9DrD/ehs/fOP/SmrFwDKqMiVucFbe4o+1k9nd7dnogIXyZZDpXF0yJkQEDO82JCPUHDVFV5rbtAFFAuYCCqnFrrZFvPJtKKjpjEwP8hw4JASUthdV1PWN1cjBsihrkSWNUsOjtBZ+XhaXA3dJD4RH48ge0MhjWc70YN73+wIJg5Wsh+MjXJ6KaISbD+9d/rqApy51SAfw2yMvM4YFbBeL1qgMZHCBOYYqpWSqOubaaX/vC2boO9ayA7gWbyc0bzEU1CiYD/u/lxgYLiJRKQrSKuAQk6K2l+L4sqiNAV6Yqhg1DmrqplO4pxOBMWRQw1U14hzfrxNUjG91rD8UhcN77e9Q0RPVW9k2Yr377UXCvxMxlt86qdA+7Qq+rAyX0vK9hs/MMAZxMVJUFxyxkh2c+nOGo+KbKsqjRPv7nKYkj8HQnGwjnUfhDTc4bOA3q2TiETctFAwbyewpq26Q3tc/Sv9M8nIqxY+0eu+f+PPaUFNTzujcfiaTLiKcO+0PWPm0gvFkMOktrjQFOv9BvzZXVZTes3HLCbTN11+BhBr4SsSfm+tla/vkFtJX2FPjT39D52om/Tf7W2cduEaV7feSQBWzeChH2s3vrT4k2vG4HJvGIT7FQ61ctyExD+7LgDUVlx0oK9pS2Jk1dsQx+xAewk99CnPLDHKfk+e+dPnHrwxbJBfNwGXHz6Zn6OQ8nxMagI3WqxMQVewZtnE+fmbDR6J/PlHf2tbyylFUTkydHqgIlIDB40vLFQxTbP8z2wFTwjgWXMmBHsh9oeFJlztsOGBigfKSw7eCZVLqAzFaEXnzqo+lKRY9OL1fFaDUzfdHiTkNDiaF6TBtQBgfEPqQEiSjMXFvHDDf7AYsdwPiR0SftWJ941Ay55AaYKy7p2+v3BAE3NYsYl/rI7Gr/thXHhWD3h4d+NIrmaw3WSK1k8JjouHBkDxjP1SNOjLW1HUAfKI/JiManuK3XiviKSATOkAx/WONJPSIm+ukGQKsPTG/lWU/az1Kj5KJUusdd4e1irH/5eFFlypTp6eP/kYMnfdjMxTZVhfbFT9PDMZimyuozh4pP7Tc/um0hnGZy5QYIfH5PQWfYj9p3xfI/5Z0wTpCVewbiYlS612+r37kWXnc38M7CH3mPmUANfHvRoTDmuzCGQ8c2b3XYDgQj6Ci1IQlPUII823S+44XownxTq/yXL+Sc0y9MCpBoE5dmXMp2/OQWzYZk5FQ1YPfBsxSZt8MeUIF826S85leRmHxffWk3UxA3fHoItTJ5GsLK3FD6t8ePUdNOipEitguxnGMPlalEFQr3mjNjNfjCSzrAnZy05JVkw2MJCmX6nx6aBnehBEb++lEFdTsTYodnhfEeMLPC/yQ+cKxi50z5r+flQ0tz9rgnXhwLNzfqMpJCsgXuTLBLJv6Rl6kYGRAi7QQNoaicMFFV5rbt0AS9B4pmQ6uOgPuLbOyF3j8S6fWuG62Uuig5eX2OPhIEh06ahaYAmkuglFkul7YnJgdpUmIl+P6XulO1NgJwFd+1kHCjOvid6JNujj5x0wwdSNIB/eHKGU1+uMQPbl+H8yO3zjGC6lphiqlZJk64DoAS5wxbem2tuNfssVYRICxWsAWSCgbxGjIdw7tGYamqNE3SBgfFxsahu7Pby05RfZaprKJTnxgQMSkK36JmqrpIY8Jg6KYFCbAtrh4FEnoYRHHYX62OMh2Y3kpkT+phKYWiMwi76taF0sEwkaA5Se0uuB+MuSNt996TKrMY33u4IO3rhTqpz7TVM08vwl2th001JCMRGwl959/9mrn+289s0x927Ak/igdfTE/hRe2zbAkpFvblP8Hj4nzCAHBztQjf4BYc9ZsV1KnFAaDJJRE4JIB9lKUkJ+MPy5trG40w1NBkhGsG8I65J2ZGs5G4HkM73vMOwh8aj2bRaRca78YCZSIyvwV/PkFdU6d/ajqzhsG8g7+GpibMhmrGpHGc15qZ2hD8lmJSnZqstyVSz03HUS3tRtjxi+PTQ6gt1CUGdbnsNxxAbBIcaHjmjLVoBAWkYbOXoxs5KKfhXP7NhLn5dcu8bLwuZTZzWsDUmrPyXBcmKQ1Ehq4PZfEFBg5h8ol8Zio80S7gLFb2eiJqoUYWEQZ3GTFOOu4ZPVtLxgNncy9RBfTlbfxgYnv1CwcBcMMxJ1NGUF3JAD8n12hQcbljLG5qUVXGsOS07cCvPfQPKLrGQdjcVVqWvcjlyZF44qLVgE8owUH/kSpkMMg1E5Lg4QRrxTFkS5eeRFOtysTEWHT0rfPKcXqG1SUsUn1m8uPrpqakCN19AclgJ6xPjJQ+8VJduOQKzlZo52dNX7IqliOEDDcif+kO1Wd4tKuiiSRGR+M1EyapR4rIZc3WlFJVFjI7C1oKjFMoR6VgGJghQkjUIOZdaMYSjpJmQj3+dS/Y4kk6NGTXjcJdRVcUIZmXBAahT/20XS9GfRhy5fiIgr8aH9lpa6pg5ttEtiCKCO+/uHrkJfHogRGefmp1Tp4D01uJ7Ek5+XrrZcRMvEpnc3ILGuxu9c9AVTZ5VALWlWxKMZ5+MCaGPCeO+Cpr3//8vmpT045P8YVawVHLVuGxIsOq8z6Ikxv0UivQPdfzmG8EAd2wMMExAD8d90kE+HR0lz0FPfL0ovYxdUfFAoP7UencEnrrdypqA7KeYNx0qmzOYjhiC587b7Wu+JuvfmyTBY2bPXpCYsCh1Z/l8heYvChCeNq8348sP7qrvG94XHpGFJ4Z7it45wIm1bTjq+pVcCONXPPMwUfObDlztqQndLQuZU680lj4Krpbqe5wfvtjKUFwA+XzO+Ye/ORCu0o7/ZFE+ltG4i1RU9VX+xqfhxezyLVLV6k3vG5bFqDY2LXbuGIpHHwGL/50qe7rwnOVYNT8pAn64K75BX98oWjHV3WrlmnhUDvzwKKjH5/+0Tw4/dlkvPIMqveeuIpIiOLTU6gluOZ1j6TOai6oAIOnPgY/hCe08dklDlf/frE1LRWO3yMzFj4fWnDkeGfM7KRJ1M0FuPBO//HJumNe/dRrqXAEOXlu6ZGvr1Q3yCY8lUQt57RUom6z5GLznEQt/DzR0s0zc7ZUDpnpnAf54AdmKnPz0DDF0gVNBjmQD128IragRjZc0fijcvziuRrwcOL5vRcKjjb63B87Kx4bom036XGrY3n4BXF8bxfimGlOdoMIGeCScY0GfRdV2Jhozf4LRmZUwaYXV2Vu2k70il97DBTLAfagGl+wOBZ+wjwtfaXq/MHtderZyWkp1HqgcQ/9eRO476Kmshkkog3bsMJaLuEj9eYDNc0vx1Fh8IxvCT2J7hKW8aOfWJYIFXBicmjLgh0lDrDgDICwPvmA0ieimiFFh/PfJVcApL+aNgnNbsQM8+l8Y10dJyHH61rGusxmtHoKtAumJjcV+yeoG74863jxEYecCC+nmXBii0JATM1Wv1tgmAenD4EqJfX376u/3WwAcSOnPxynkvaEvPTZ4cvG2h4AZUM146HMtpPFHarpj8TTapnDjVdeN4Jto+kac8+1h9uKNp2qNy2HFwohZzLYPubNnFVD4fAQMyu5YnBGaQScqHoUSCcyiBGefmp1bm5ieytuGgH/LS64LUcoZm67dSY2X9LcgQbvBurPVfqeMMYw6N2v2CrraKYUeMvWIyd/FQmVoTotNWXH5nyD6KZK8UdN5cm1y9aN2bfbqJk+6qE0+kJtV/x7Cj5Dy2VP4QnIfAYgecERQv8qnWG6H79O7QQwMOcTWj95+ejKt6bBbzEr9fGPZcWzrI5doMstRD08JU9S7oStL7Ko7E7v2UWjHmEs+C2kOeguRdoZdn6Tc5n2t2Qf3DVi0cKUECANnrBs1gQmDoiJHae5cNYILmUdGr1joR7OSgZr0l5m55FxPGdnXyjeAO+wb/XGo2UPUYMeSsTZnJDHuOmb/TEPz0kKAtKgsUtTxzIvJX7+sFdoyc7ZNXLRwmR4/Dpk2vL0acxbeIU/fWMgvBRSFJ/uoWZow19TwcmWWHTmOyz15XmpnBewQmhzgSqpnHeG0gfXk4Q9b2QyZH82YsWyKEggMiU5M4VHSPhBiCw8tudSTjp7OqwgWALPFi9E14zSzlx5fj++Easl+/y1x7Rw2VGmjlr4MmIGHrpotQTAI9pMYQC9b0EanLpmRkXejqsAnN1aNi8Zni3xiZ07LRalMdZvw4sNsJoypo3NQEHY9R19/zQcitk7h4LYiSiK709d6sVyIZDphex9RhEywM3dNRpWHFWZNH7pU8YNeMDNY0xclbluO02dboDi5Uixbg9F6ycvHl353jS1FKiTxmYmsc2i/eDvv+HsYeu+cKU9ERrz0DXUwVrDru7HBqDCs05dZbUtdCBwAYsshb7IFd6Spw4DzuwESElAnzDTGeKaIdw5gHQZ20ZccAV1HL3SDfNV4zIyZaF/HWQMhtvRB0bDmZKpaXofmSpy4Ro06V4NP4m+ySJQBRQ1/gldu2iOzYTLkTgExNRs04e/L1i9PhlOMShi4hfb+gWJQu0HLrce+64xFs68AB89vLwAc9DV0Im/hGhrSnaco1giCuhasGGnQBNxrfc81h7uKhoybzQ2WgD1LcT6C4240PifsbYeW03woamEEw51pogWJICS2A7FxgLy+VNdtA1/GGZH3EF4+qXVOdmL6K0cmME826tfcQLMyVmQrCgxc9+tC0qau67QwL1KH06Xs3Yjj2n8IMODO16FiRtv2JGyq2X01j0CIqqMIiJn1+ote/50avSH8Eb1gDn/PfXikmPumyqH0ZadJQ3LtLBPUCePfyaZ8wKpYt4j/UDnzhveuAWfS8hFTyFmUOek9oVHCDc4309wXelcDgfQL8nKyhIkV3q65tqPzYKvPAtsbSnY8qM5ImgwHLVZLP+fvfeBb+q48sWvExswYBObAAkkNYQ/BQqXFJeFkJBEhqYhaSP/ukmzDWI3vL7K2XY/wd63DRXb8PYn9pWKdhvkl/IEbSo3Re6m8stGTlM5CbITOU3kUrnhOomcIIOcRA7YsRwkQAIp+J0zc+/VlXTlf9hgYCZBvnfuzJkz3zlzZs6ZmXvjZ872fvTxn35z8LcW3DzAceenzpt2beTTt+uPfNx9nlKOfn5+1pxre/1dh187Ie0SubZoUcHnJ/v8zceOfQgmGMkV6nrR5Dk5s3Da5Lz+ROJUd9D18xf/q+4zSoT+fvya769d0etvKpycx8XPJWLhkx0ewVbl+kCcXJw5/Pv3zt583YwZk/rJ03frX3vmwInrZ1/z0VvCoUNhJSl6nVuYf33x56ET3e2vdfYkD2LH/N3nZ00723siHGwLdCmVOWY7/+Gr77zbe37GzQWTrukHNk519/z59037f9xOa/dxo++vvfEbbi6Unh5/81cv/2avYrLEDY3PQaBOqU1Ps6+roPCmG6dAowAs77ve+sW2w1MWTj71qVi18xPyZs3s/0Q44v1TH516Qv4JN02Zej7a+ZejvsNi5U8dPtpyLDprwXWTsWpne/1H/++/vnpsypQJkRNvPPu+AiKxdFWy+Gwg5k/99fd/DcRzrivKz8vjPseWCr1b//rT/9YuMXaqxXVi1pdnXZfffy529mTnUXvVHzyxSUU50aAQeLcVWT3n++T8sptmF15z/lys8/X2LojrPv6XY/H5y66feD4RPXPm07f9DT99s+HV4ITZU6bCCebEeVqd+n91vPG2KJliHcifjIqoSDKXuLZ44aRTn3wiOD8K0cbOKPSNxhNQiyHIgFz4wGicaw+eX3Lr9Gu4/rOhTzyvwcpJOmNDbLIB+s7J1o6DAwGVXiKyngkFtPiBD87fUjR92gTov/EzZz58W3j2Hw62daWgHT59HuSw58TJ915554gvRrEPT8wryj3dfaKvzfEOUQgQPRAsn3/4SU/xjOVfhLl4ouPFw8dwPUkZJt767eUzJnAdL77+176JRVNFfeL++Yt1KfpkSN0wnp9bNPVc559pHxmIK2iawAe9X9DML87lzvV8+LqzR8kTXGfIGD7P7IPHnO+f/+KNs6+fEI/FToV6Dzd8cOzDsyPSq2rdJIWnISGAfXnQlu0C/XD0mlumFUmt3/X2u/Yf/vEtAT1sIU87aKeSm6egWj5z8v0/vva/f/jBtGVJ7ZQp1ZBrCAMHVmYAwYanQ8R8mNpjkIZGtrhYYtqUCWfCvZ92uff5RXWB8eciUyZNPX+q98SJlufeP6EU3cFxVuuJSHNo7YgppdB3Lv+LU8+GlANfOnEVHXtBWl0qGgykwUYrVXlQ0TnDrnh6HYGnoYrZYMO6qqRhnQcCDTZfnpm1/gvXTTj/wQtvvEGGtiRMKVfnEjOnTDh7Wh4B5YfDGWsg0wgRGLTJaPV7lNO8vp7gRJhgnO490edvPA4HdAbuqnKN8OLcZ54/nZi1eEbBRA4nmUc7nf/ueD14bWFuLBMBrJXa9AbpDAg+bBke2kgx+ICelQG1GcLZoTY61uBCQunXFhXfQBc1U8jk9Pf3p0RIN/+15w3Pi+9Jd+wvQ4AhwBC4nBFYxv/QDA7sz2rLfw8fb04NBf/g+PbSqVzHs7/bn/zSVmqSMbtb99TffZ0vVHy4Z8xKYoQvKQKsoS8p/KxwhsCFI3ApR4oL535QCvr/+Pp8tc9NZN13lJP1hPOgZbEEDAGGAENgHCFw4zdv13//S5PhjUnNf84wEpR8ZtWHykSjd130t7/6xt/Mg1c8ffbKfwRGjyyjNN4QYA093lqE8cMQuBAELvJIcSGsjkLerNbAqJxjHgUGGQmGAEOAIXBhCJRoFoGR0Cd4qv8tcGGURjX3jTeuQCMh/PIPnx/QehnVQhmxi48Aa+iLjzkrkSHAEBglBLJaRdfmZjUhRqloRoYhwBBgCFwMBDx7Xk3MO/0X8p4r1fLoWb2zEXr+QTXJGER+8sGzvzh7+tWOzNdSjUFhjOSlQ4A19KXDnpXMEBhFBC7NSDGKFRiQ1DXXqk/7s55POPis99XfeAekyR4yBBgCDIErAYGC+QVTucQnHWofZLwS6sfqwBBgCDAEGAIXisCVPVJU/vLBG28pzsQo63pC8Y0qp54z87MYhgBDgCFwuSMQ6Yikn22+3KvE+GcIMAQYAgyBUUXgyh4psk371VcZANibF5NvHo0qxIwYQ4AhwBBgCDAEGAIMAYYAQ4AhMH4QmFVSNDFf9WMTXFY7YcbN1xXNGuZnr8dPjRknDAGGAEOAIcAQYAgwBBgCDAGGwGAILF7zhWxJstoJkGHlPYuyZWPxDAGGAEOAIcAQYAgwBBgCDAGGwOWOAHxkLVsVBrIT1mq/lEe//Z0tN4tnCDAEGAIMAYYAQ4AhwBBgCDAELk8EvnTHXNh3lI33geyEqUX5mkduzZaTxTMEGAIMAYYAQ4AhwBBgCDAEGAKXKQK5E669v2LNAMwPZCdANs23b71lxY0D5GePGAIMAYYAQ4AhwBBgCDAEGAIMgcsOgb/95zunzy4cgO1B7AT47MKmJzdMu37KACTYI4YAQ4AhwBBgCDAEGAIMAYYAQ+AyQuCOv12+8qsLB2Z4EDsBMsPuI/3Pv37dTPbuo4GRZE8ZAgwBhgBDgCHAEGAIMAQYApcBArf/f8u+/o8D7Tiidcj6Pea0Kp4+GXvuJ03v//mjtHh2yxBgCDAEGAIMAYYAQ4AhwBBgCFwWCEycnPfA99d+5d4vDoXbodoJlJbw+tFXf/OX7s7PhkKapWEIMAQYAgwBhgBDgCHAEGAIMATGAwLX5l1Tes+ir/59aeGQDxQMz06glTzWdtz3VudH7/f0HY+ci8b7+8dD3RkPDAGGAEOAIcAQYAgwBBgCDAGGQBKB3AnXTCmcNGtu8fwvz152x9zJhZOSz4ZwNRI7YQhkWRKGAEOAIcAQYAgwBBgCDAGGAEPgMkZg8HPMl3HlGOsMAYYAQ4AhwBBgCDAEGAIMAYbAiBBgdsKIYGOZGAIMAYYAQ4AhwBBgCDAEGAJXNALMTriim5dVjiHAEGAIMAQYAgwBhgBDgCEwIgSYnTAi2FgmhgBDgCHAEGAIMAQYAgwBhsAVjQCzE67o5mWVYwgwBBgCDAGGAEOAIcAQYAiMCAFmJ4wINpaJIcAQYAgwBBgCDAGGAEOAIXBFI8DshCu6eVnlGAIMAYYAQ4AhwBBgCDAEGAIjQoDZCSOCjWViCDAEGAIMAYYAQ4AhwBBgCFzRCDA74YpuXlY5hgBDgCHAEGAIMAQYAgwBhsCIEGB2wohgY5kYAgwBhgBDgCHAEGAIMAQYAlc0AsxOuKKbl1WOIcAQYAgwBBgCDAGGAEOAITAiBJidMCLYWCaGAEOAIcAQYAgwBBgCDAGGwBWNALMTrujmZZVjCDAEGAIMAYYAQ4AhwBBgCIwIgbG1ExKRztaWtp7YiFhjma4EBGI9PX0JsSLK61GuWx8Uw8RslEFl5BgCDAGGAEOAIcAQuKoRGFM7IfKMdm7pGn6moX5QjGNdbbXVu7dj2F3b0MamfFws0tPXF5Om2IMCOC4TxGo358+cWfzgvjaOU16rMpvoam9rbW3tiohPI13trS1wK0KAt61t8q2SRGfD9mIoJn97pzKWXV/1CKT6KWIdra3tknj1dLS1tnWOsZ5JdGEp7ZIIj6Q9Yj3AtbrYj4Qcy8MQYAgwBBgCDIHhIDCmdkLe9IXIC19cNDBLHfU78+fwm7Zu24Vh26aNfH7ZznZpvjhw3rF4muiDZRAIrZ2XyEfd01KTk184s7h49c9bW2u3V+xuADAibftycspbhwnLyHKNEqrxc0GkFD4b5zjltSr56Ivf40tLS///lzvI49iL25aUrinV1fpo6kNPLykt5X/6J0IxlUAi1EsieqPEpuhqrs7JKavrGPkkMBHDINtoeCvfcHCXvJEY6amvrm5o75Nur8C/HY011XWtmTVvr6tasbl2iFI5rMQXDGKKn6KjbuuC0tIlczajEyLW+vACvpSfu791gCbra65PC3WNbT3D4Coi6LCUh9+LDiNTatLIbx4GrvkD7w0R4NTc7O5KRSDWVpEDobyxK7NHDlTnRARWXpNhVB1RkdrNyNJwR6iB2GXPGAIMgXGAwJjaCZMe3BcPhcLeJ9cNUNNYR+0C7Q5MoDU4PV6X1YDXTTuWfK82Y6KHEzZ8mhFSpnWpT1MneanP1O7aarfnFcMyCITSucX5VbWtaqnGNC7hdWzheKPH53f+4y3Cr3bt3/Zf3eJwEB5KwR11O7fXtStSDikXSd9Xu337cMceRUFplwWP/jEU8Af/+PhKjlNepyWjtwVrH9bC1ZGjn+J9InDoAP5teoMuLkWOvIe3q+bOwj+pYf4jv+gO+LvDv1iciw/C7zVCvt4zqYmGc9f9mjE//z6Bzs0SHd/Pz1/98xZKoLP+B/n5O9IXLiJHtVu3bqz/ANLEOhura1qGN3oPhzdF2r766t2NI/GJjyBj5KWqLVsf2teJFUvJHu89LAikyRScKS6HlViRbxQuU/wU+cU3EZLzJqOQ5M0hN4V5RGJUy4p88D+1aeGh9S8cVU2rHpnHkVLm5ak/HlpsISabNBQSsb6uri55DgiX6royo9i2feU5m+uGmFiZm/ggiN2VjE309VAmkJcR0ExSUl7FWstzcqoHMuqUqaVrkmtf2xVoYiVCx/ZjLR3vHB+eDSpY/3amIhTn55VV7LsAj4oENfkbGZdId9Tv3l1PfU8p3I6bm1jD7qp9zV0Xxk+ktaFBZYd3rGN3RUV9R9aG6WlrbGhNH80ujJNxmHtUEB5ivXrqd1esAD9l1Ug06hDLuATJ+scy+OwGnuP0ViF7IXFHJam1xtQtJep2mygQdn+0PypU8pxGZ7RZjUAKA693BaJS2v6A24qzSxL0Zhd9AOVynMbscJh0YiaDbQAeZGL9tGiNwR6MxvujQbtRA4SNLpm1ZMqxvIpaNJzG4hOLiEfDpFZhwQKV8oYHL1kw8ZzJS9PRXEJ88FyYIi5Ahc1DKWNo9PzQArpKuxCC5Mpr1dwhjxmbUWOBKsb9dtKk8KMXoPpRQYf3Oi9IhN+h02hNdo/LgqLD6+19fodep9MbHeH+qMts0NI257V6XSUVlZDgqKSxvNbi8quWroyMBxxA2Sog1vEA4URjxjr093sAW62VihmJEH9CwUCIxMZ9UAtzZgJl4tG5jgtQUTOiM8wwoozxUDDYTWuYUq4AwspbsjKRWtYgiYdZjyEkRz+FLPtR5U08HKL9KhuVqJeIHG+02uw2GqwOTzAteTwKQY7DO/mmX6SgI70v9ZGcKI7xModyNMgdiY7aCBNmL5U+xfOMS68ZlZUyuIegK4AMaRRRvDOoDhRBdYtHWUrUm8oEb3YFBiIxxGeE7FBAiPrt+kqbqK+HnItwEbIZDK6gWlMMkcmLm6zb5/UIgeGyK1hQnniN3mg0GiqJbMG93q6Q2hFXI0pGYu3ojR7ASdgqjeDINngSfYN3hLQKeEFjGz1pkSO9HQV+MooOW3iON10Qh+IgRQb9eLfX7oRxkoQw9kdTVu0RJiOuCTGNd7vsdi/V8BksjjDiAmh2C06nN13ZjpCNfhWEU1AaKd3MfGEBETVYbQ734NOMzOzjNoYbU84EC87htWZxzqpWVjcd3VLn4t3QtSEYXUEYa2UzABQFxmLQ+0g/kC0KXitODrXEJqHl0qTSL+8YfAyI2qAwPmmx9PcT9sjMNeqzabVgrlDWOJ3RIWss6JiixtUYPN2oujGxzuxywhwKAyRWDqY4DXbb9OKIypudKSLls1HLief5StC5cKszuYBoqp0QdZNZMiUucwKp7JUUMF7Do4VGcvFmG2kJBSfRoNcspuS0RjtyHfUZIA8JvMZAEVZrsmHE0YbQECWovFYnEXSS4isBjqCdgoDcWP3x/m7yiEzWSY0om/jLm7xijMYS6g+bZRkhSUyeUMgL9hUJvPjM6B7M8Iv79Dh6Yrv4RU60bkQZNY7GImC8w2S0u51mSMhZD71t0lc6/GG/06zTYrvq9HpitwCqAZuBSIdGnznIhQNuow7TgyXsDqCMhP0uA6Gg1Zu8RJbEsmxulw2tbl5T6fSDQeQ367GheS0YYhYyX4gLdhORKY3R5qUTCGRy8IxQQn/QbdHpTGCYQwgJNrimAgBWmV5vga5DSHkzyyXNWknNeJE3pEFCBpNZEw+IkkRu2H+VfgqYQWp5mCDZEOW43wgKg/SvrERTZvkpqUQ3hN2ORDDwVm8QHBZSh66kSkCyE7hKo0F6pPRxhKjwEApam8IC8TlEJYN9mIShTJERW94UCIdDUqAykMK62g3aCRoV01ctbUpc3G9N91wQdW1yB8H8CQV9VvDxcFppzpKSd3g3cQFkfSggxH3Q2XmxRGonDNGQHm0XyfAqONzU0F/MJrPF2R0P2kww5zeLIgcKxOc0GqDTq8+xqJ2gJRoMyoz6oAUBMKOYOh50gJ8Fg87sEJ1L0YALCNo9PsFp0Wu1Go1O6WoJCU6DDtMbLRY9SmvSTvC5rHp8pK002UTPXjRgNRpMNnfA59ADJa1xsFEmjCOoziL4wCpyGlGPalPs0iHgBvYzjBFDSDiUJKPAT0YxcVAc/EBzpIwcKhHxgE8IEpdIXAA3q0m0E0RTOXX2ocgeDvp9ATJ9IA4d0xA7i4LCQJcXQNMNnt5RazUVhFNQGqgOw3vmB78Obxmi4h0e6UuaeqztBNKzB+gDYdEMsKYoDLDaUX1pIKM4WnMGMvUBnUVnwWTMCJAtSpwJzAkI3S4cjInKo9qQ0xjQPo76cXo1lGGGOK1lHUrbRUBWUPdJ01OtzeVxkjk6tUlg/oGswoKFz2NC5lDnSol5i9NlN+FU0kKc01JbB4FzrdHqETxkKNUodV/I54QieZ3J7kD3luztIzTF9QQvmfabHB7BbYNaay2yHowLTpyv8HrIDm6FYDZOfOD84Ssdbq/bbgT2Kp0B8Cg4yaYvvclqtzsHt6qkygzwVxyWiAAor9WzxP3EOAA0ok680tvtuLKktweiOPxD27ogo1QjTmtyhWBSFI6LMcSc648HzUREcLICKzHxAF2HMkEFYVz028lYZs2qOEXOiG/M6IY7MAF1FlyfMqKh4APaYHtAPDV7OE2lxWr3dYlum2jQjY3N6cwWi8XmjlI7k9PZXW4rzhU1xNgQy6CrFtAKdpcDFq70Nr8YozWC1OAUSxp05bJsdtIzeEsY5wdYlNZgMpttML/3kScGmwsEDuINTuwUQ8lIuaEeKdoNXaRfmcVqAttoOQto0JtDGeVKfa0yyZtYP5iOpzOZJTF1FqijJBMbwQWtPvVTyEJCzD2qdgacc4iaR+PwBbuDwWAgEAiSAVVGFVDOFqiDVtJdJBXRQXhFfRxRcR0VWlA0NjgHsfaCLuyPJMhZhjRFJooifWGHOCxMTodoPhud/qBgpypUZ3LSXkBQ4g3UmgUrOLkCoOqMCLvMoiODMJ6cF2IDpc5LqCGhVG6QBBb3JBeJ1uomqw1hn1mM4g02jzjFAdvVg34bCBod/pXsBFWuSOE+VIY0aA2OKDFaDFa7iYwmZDggI3i022UlK8WQVFPpDsIYMfouEmRo7II4boKqjDuoxrH5aGlOMtpRH0dm+aISluyEfrpYyhuxGeLiQClBCHoPh5Wwlzid5VhyYSeymnTBJJ+K8uChWliO502oj6ThXoomnuxMLpMxOC+nfhmMC7mhS1D1C+O9E0wasFoqzUIImxU8xBaLQ/DYK9E4qZQNb4WdEPXDaEdsF4PFJXZmzChYDGC2aCuNNj8hFQ16TJU6sGMgWepIMQA/ItOq1MzAE9A3wUgmJgPdaEf+tQYzzhpwqkNCtqJhZAGXDx2UQ167Ub4WHEbYRhHvdphh6Q5y243o/tOC7WgB/yO1250eu6kSQDFY06qDXcwK/T0esBnJaFJpMBqtMJqEAxICZjvFROIbtll40qsDet5olHZ5RF0WkxNIpNHsC1hNZpfXYwWoweFqFRc741AvaRsIDO1mo8UfjXpsxOEFDWIkpOSyYQDPaMGg22pxer0O8NBpZWHAHFkQhifpKGFKqxAQQAtpDfZQOOiymYmY6EUFhX40tVKixK5GITS5fGCzuytRAWkNRpOLuNz8LiuRRr3FKVrdkMZsdfnBs6zhDXYfknV4oXnAANdB0dBgNhNURG+0j8oELInchV2NGzshZRodpnuJFHaCTjJ06eImmRlLSkdnNFvMEKg5gGN/qjYUqUnDTHbAUgc5mo5ML3B2Ti54aZ4Xx4ksD4v1cZxU8WZRm4TdcANpaGIyVQN5ze4Mi0cDHvTopFoRUZjpy8qRDv9AX+YENuGAJpBHAmLCKrcNoPUsZx+Mk3i42wczaXHdk7IqYZ0dqaE+ERtiiHZCv7jLwurxop7QWINBFwwMvMHhsaEWo1UmNYJYyQcmWw7UToClapxUSLunJCGptNhsVpvNTKYMWlh5GCRIs64AFGwLhFzQ3CYvaGMomG5DI7MrnbjILkoOUiUGmDhdo+aNNCKFYAIoDXKQkEgOZ1CsJdEYqV5ExVOrlZQlxmNzQy4cGdFosdDGIiYuGFS0Vjin16AtNHhGmgF/0erWWmG20U0tK7IKRERRbD7cX0TkXFFu1iJkuoMnHhAlmc5ILpTiJ4oNFRJxBp86x00rIWWWjxIFrUfFhpKl8854gC6CweAAWr4/4CSzfFzawkkznaBm+jjifhshqKfyQ3MRe0Y0azV0BTLsG6qPQ2wIg8fn8wkYqHNRrDVIgxO26YmzaJPDZTNiJ0H7EjMSNvVmcBqYyTYParGoOiO8ZP6nh8HNTRdRUzGkHUFUIFE3Jk5JQL0qMI0hMwYtmYkGCGRam9tL/S86siYcpRDBWqoXlk6RW6rAVbmiTQdTNCvWizfZwNHhBTuB4q8z293EUqKzMQI+b7IDCw50gUNPGQMXSZo0jfKtQoDF7Zpa0jdFV4uW2PgqZdK25istbo/H5bCIm3q0NpADH9GxGrprK+Qlfgrc8ymJEG9yCKFugS6NETdEkC578ZW2YBTWp6lRh80NyxJEvHUusMFwiRstXhzjpBYBne4JgOk92LourN8qxjJaUyKcIbpTwYJrekC7EvShZM/wRguRAhBvH6or2U6gekZvstgs6AgRHYJB4l6EpXcbOlpwiCGDDgd+Oju6RnjiLZKgzMaP9DyDWpwukoMf0Y5LI+BuIjq6W7yxWKkRK3r6shdNV36oeUacaJydjAHod4fmC3vRgvKGAi7qEdBWGgy4T0ECXFNpAqsEilcMQMizuCkrHrSSpxo95vNHiQdWb3I4EBPqcqI1VK+OVDpJg3uZjCB/aTR7RI8wGEZW4uHSmHGrVdiLqx9Ur5IW5MFLKHoiNHqDwYCL51JQbUGqkYhvjhj/egdxBmRBmJBKR0maJGgqDSaLi8CrMVltZqIwqZJULYVs9dRaHA4zSLjeHgk4SYfSVFYi27RDgUlE66sV6yta3WAD2b0hkSyvN5uo8wUETryWp3BS7S/l30ttJ/SH6L4jpSyC8UZnKrg/RFKIklNKTI9jqtQHsPclA07dlPMDEEVp4kilEeGWdApms8lLGWRmRkcpuU18OC1D24Ooy+TxADodhGhxQ0+SAeyuKYkVk0iZbDfsmBdHbcyZasMQZSQ5GOiEFfpKkmZYHP+SZaLFIoeU7Mlc8FzJSdhHVQMlIu4NUyaQ6V3AhbIhlNfZSJJ5LVdpQhcLMV1w4QUmZGYyGlBritQI1bysP8QYVTtBVUjoNI4wAQ5XGUZlK4Q8oL/0HgEWi7Qwdw6C1463+PAEhYFOxrFdxBJTgJXbC8iLe5Z4GrAcxWoVNhNsrVNAQWNwEYOEsLweraQZJcdUsDsoG0sSiWRJRCQGzygVBn/R4tXZw91OGHddTqK+ozjLNxMbPklKWS7OMmX7AQxYPEIjdVVCegiJB0RJwd/wL5UilyIkklYRzTxVyrLkaHATGRyAAX8PFTmRrOiUFWdL1GAjCAAGRDhFCio+jm5x0UBjsoCLw0LGaLI/Uxqx6CRAVXepMguRlCuFMCOzpNY8dVhQ48REXR3iNhtUG6QFJU+HaJ2CdlVzRhBzVJ45kWE7qRKRMQk0DfjHCCs6s5sM2/hQto1Fc5ZEUcTwKBoJbvQQ4JKLC8cAsa8lXS2qXNGc5JfsO9JIO2ZwagLbAekTNGt0OCGWQzzabQc3AN1oOtouErmUMblQCjDZJAkyBx7aON1HlFpNJQNpQkKaSE/2LIkDGQ8+Z6fDSRalFQMfXIo70ygFtLhEWdVIfhDqwkM7QRLvSgelReS7EqbgItu8JN5K1lSvCVfgaTUYKsk2S1CgYFvQSbNUrh8aFlQ3FXXpLCFuXaZmoWwngPhJJ4HCDtR1KAwuNMSp2wUYQFFFNagRHT1x3G6ukycI0J9wuM/gR2Y9g5roDCIbHmAUAdWKu6kp//T8G9KEkYQM9wMWHYCJJPEE4QUEWH9Gnw5cOALKsUDpqIJ47AJ2GMEghMCGoAXJDCfBiSscOuRUg9Rx5LRwoV4dZelQHShFPBGhpEk4MZBVfSDkwW5OrDtEWFQ+pAWpPknxdSo4UGlBVF9EKiAZVWWg1LIhLJPKRAl2V4jKQSoEjleAcNBZgVopUapSFFMvhZeQbk4htgEU6kNFo5WtbnELDGVYayUU4kQXid5AXCSsdCo0p8z4pbnI/roPIouj+pPo6fCHC+fMn1GgIFuwaA3PNQm7tj1TseHJEsJOZ8MzOwRIwq/4QhHHfUQT54lv/IieJO/AXPvlm7n4R/QYP+zXeGR+SkXaFAWoXuYvfNAHR3bz8uLx+PQ5Ut5JCzdquMde8O59dLnEYszjPADLBYuke0568cjJ7mMcdzZBqWtM/ue25J85EweKeXnFs4viA3KQ6GqYyWs1Rrv//5bPL/CV54E0Di8EQXtZvdX33xCmZXL5gFRKmCgxmhIr30RqNi/Zcszg9v1y3eKCmrL8p+QnF+uip7MjXjhndtEkZYE33boWXuKxZ9s2iDR+5RaOK1oDlvqeXVubIEJ761y5GeCtRsp8KtexOGmcOEeEhHcEvA9Q8UpNmzvrdq/Hi80a56bPS9IvuuUrPGdz/O4Epy2fy3G5K77KCQfsjjCn+94smUKvfJW8iJ9NXucXF4MYOw7Ur5icAG5yc3MLZ5UkH8PVxyGMV0Z9jJ+lozFnVemTxJmtCyJhcAj/tKIwmkhAQRw3OVkZkgXeTQshMyOJxp/lG43cna++vHEyp9OsvXsWzxlcr01ycNqdC9MoyTnSLwYtQplBTjw4SspsF/taK7zy2+UpLSRxgG/7hVAwcx7HCdzZeBTeS0SjpBT0bwT6KIdiHg1ToT3L9R7/mDxr2vYYSrYYJmLzEKx1t8hKSXoo/22tLi/d6sCsYk77AABAAElEQVRbsEYaKxRtA5IOO8SeKEJZQ2GTskyfSRLlzlkOk4ZJU0h8Io1TKJsEogOfAxmOxyHT/ocWkPfqkEf8KoiEMh68ZxlNG0+jQWIhgc5s00489JADJyW/xXedySF6xAPj35o5cgTHBdpa4a64WNQDy+4q57gXTsYjR5oETr9TTJmIi91dlSsFtShhCZuCVBlyzZs3kzzP/eIdWm7vp9hIXKyltlq/aZsgZnzzaISbkUeKII2ooHc5XOYu1hk1+3c0vfZ214wOF3Bs2HJ3ilbNrITG6PrRzf++fgsIn8H1k9UzUCQKCGLCri3rd2VmEF9uLZMthCSirMoCnJSGj97xEhJ7tOv3yLQ+PSW/gY7PFO+2mgp+i4fnBTjs88ZvHyW8SFkLby65gXtslwOmxuF9j8Cjzg/wzXJVf1s2nSQBDpZD4ajapl8nspgLf5uOQS9Tih8XcNf8r6otB2jDayJRLnLEI/Cmp6XpA+BAXqzX9Nh95c9x4cLeJuho/EkgLtccCsngh3ABP2rUPGCHamfTFLNLYQ79zF8++s5XgH9tabpeHbjoOV+r5Da+6vvZ2nN7wMVvi278/V9/tnEWvCnS8ZU5HNcr8cDFz4LUw2gmsgw3874ICSDkTqR4kZv0n8QZSEmVGFfA/8ikXa9dsAd8F3bDlgdXS82B/TezOk+uzTKqKGmSEfuGmcW03KUbsJtDb8TOqTL9ieIoKirYFE4zWhDqy/Flq2YkU02EVgx1qSKcTJSJ0nf+m0Zs5EToj3t/qt2aFF3IplbKpPVVVq50U/GBTXqT7Ynvfmt+UW6SbDwOI7Jm9SJa5Nxlt3HclveDsbl4r92wVpQIQpYnk7fcL67Uch6qqrl5cL33gwh3L3lEaVzK32suWuGRtmdmLliyYKa2uU9ZZu6Gip14L+yYe09VfXNz/b6quRvJa1L1T96XnNg5/sVQ3dLWWlOlIyaE5rbFM7iCpTqwujhu0ze/X9/a0dXZVruzqm5on13ILZi9ePnyxYvhZ/nsAtSSJBTcW2ngHFv+paYVR1ou0Vpr2HKA0z95v9RavUcDMA5yXE/L0zDK3A/mQ8Fd5Tqu6c0jZwpml0CYmZ9foFQpmBgUC/0j/UaPgxDzP/qnB0GwurxvgioaRoAuWXADGOMHXIcSM0iZxfn5qV+omFjINbW+T6qQTljiJPIRjOLf+fY6gLHvvcNNnKhAQLvAmz3Jb3rOUb2PtFbPnLtgTvF3076oV3SzdNaY06xaDKjnfun2MrFkfu3NkrrCGKkmSb7EmAK+DKZD3Lanf9/a3taRuOVbOrgTtFt2NLZ3gpDU7NypfPFrblHJytUrMaxeWVIkSwLHzZj/IC/s2uXQlZdCg+aWrALJ2LGrSb9xWWb7Ktm5eZmGE5xHYsjXzPlLoOjDwUTJfAzFhcUKs6hg1cNabv/eg+SthIm+jrZODt8Mu//XbvJO9Ejbi48JXNnc7KpdbCbCc8H0NRy366W2/BIsqmRW8awSMvgjFxlBmVHxcMat90DxD23ao9eumDRp0Xc0TQ9t3MrpvrUwrcJZsisoKS6HkHhAlBSkxuwy1tfZ3jHMF9EPh5lMH8ecxV9CArxRufHihYqVMLwT/XLgEBUgLg/Hy9Sw8MH/EOBcp0/w/fIb+SmPwhw/DWWVhJQn4g2dbaspBlnKEsFWaeIH4xw4I0LdeDQjACc0nJuhQ8JkInpapCDVK6UoSHCH5psPVuyChdimrb/tyCzt2Cll3PSbb4LxlBovQCh84liS3Ak5ZZ7c3VW5SmbJvKL+AowH1nAO0VH73TWbtn3Hictk5ARFGHTqZR1uLX8Y+G96vs7+wgGYhWhX4SwkEenp7EoZa+U6ah8uLyt71Ez2m+1a/9NO8uAckTwdOecA7jP0W8br5BminDd5IcqqhpOak0xQ8fm81WvxD1m2BVLULfrbR5djJIYITmNTw9x7/sntfnr/0+6nq9alSHWY02z8dsXjP0YP9P7fv0cqlDcBMz/5s1/uxf3Ge6Ez6JbSsaFQcoTkF07n+BtnKQvpqPv+kvVblu/0wBkEdA/3iu4Y4bPTymQoJlrz3v/4pdm88zkg7Xt+qZIhNX6U2dOpwQCQpB8/LnDTJ0G/UVLMAxu9l5IYqOjc0m8YuP3uplde4io33P1VDed4tan5NTD0vjJbMWyRGa00nEt8JbuAFDPI39yyJ14IBwWbadbWh9Zsxs+kJkNmdaRnlA2sTtYg9bTQ0XdhCBfvhGMhkkFVnyhJZWtBjoy2ypRZEZYSoTtPVno0UkQpUvN3c7RbOacAq5742pIk7eSVSKVo5aP90W6Pw3xk26YFxbt6JOLy3zQopuZTiMIp8p8kC80vB1FZyfeX9mJs7YT42SBU7xiZeCY+O0mq2nQilAQGYnJLHoCjHfioaY/2zju1jxEzTmsO/OJBpfg37dm6hi/dsgcHsUr73nVoP0568CcetBSE/drSBXPm8pt27HnoqZeBurJceB4mQ89Qpr8lDxic4JvZUpqHX7HJK920R2Nw/OzB+UCEBOGhJYUryspyZq45wOk8P7gXOFys+zejxrFxbn7Z5s1lOXnFxQZUu3GobJOsDKF8ZekFC1fDXHJ98Yryspw5ax6D5MqncHu2iWuSouLgVRZOgirOww7YVGqA9/LOroTdMgcem5mzYvPm8pz84rv3txL26E9B6Uac7+WtyCmvbs3CSfF8HMX5cuCguBQQ76XFEQtk25riFTkrakbjvePKhlBex0RhCKKrVRlmzl0j3q5ZQtTfnC+vkiJuoY5BNO0hHJMWc+A6NeaGZaWY4MBjpUv4b/726CM/9+jgtmnX+iVzQUi27Njx73UCJhgkzFlCWLmjdC5JOGcNMUq/tHgOzSe3C97G43ITF8y+GVw8patXrCiv7isphy3aOzYuyCHCUVh8RwsZjCmFlf/wk0quaeOC/LLy8rziBfyPXl74Dz8x8I71c/KgXQr5TTBN2/FACZKXZICUBaLVi7AR22BraeGKnLL6zjkGwcrt31QsikTh39W0Dy2jNMgjwaWwngbhq6ugjkV3lOONdv1KaiYkeUgpN5GMh9Qo9oQ3JEPCEBLnDoiSRGjM/sbavls8d8mCOT9Qf8n6sd89U1NbQ8K+fY0j+ZSe41+2pvo4ls0omLcabVlhx8Pba9o6uzpa67dXVeO3KQrmQd+F8JjO0NDa1lBteMyRXvGC2fOpi2Px/NQJAiZUdIr0fHgvz7ZTr9GvEAS9CXPog/X7Oa78jnnqzoiC6SvAHLW+REbExOHX30gliRSgCOqV/Na/A+t7/sczKaoJLWGH6Q8Uxr6O1o6+oi8AyaZfv0jmIolOx6/3cHz5ooKCVeWQ8vdvUpv5SJsIw2AuEuQAxJD+yWSOxJ/8FEYlw+Z7YdE45n4JHPAEFZJHUrpS/svkb8Hyew0A4p6tOwAmvW4FzJljbVsKZ86dU6z++QjiqV3+nX8lKm3Xj2pBVxRoHgMa3IFNP6xpbu/rCzbX7K7x9g0EQMHNZaghmtZ/d2dLR3v97u/Ja2NFi24jTx77YXVDsK+vs6VuZ3Ujka+s9ApmL1+3bt1q+LdScu7LaQm3qx+Hs2WONT9tgOiZS1bCb9fpfPTzLV8Mal1y9jmOEjmOdbzyVBO35pbrIRlMRgVC4WTXEVhwe/yB1UW5fW1gDeM0seBW0HK7LM1EzGDDQ0dP3iqIcbx7phh6GXgSYV4xP+lIhBwQMvih0Vmp7bK2kA7T0/LiLtK56BjRdKgLM0aOvCX66UDmByp6xpdBPe/Sbtlv+NrySTO+AkaDVruDN2xAo1Ah6tPnruCa2rtJpDJeisjyV+wzZM6V6Glp6YAWeeSJfbC1xuGUvXmEw4zqQH+DLnT8Mxzbelr/E9xbomdJSZNwePwY5avLcWA/LNSjcYdpGj9EQUu8We9U1EOakyj4VWtBxWPFZRaEkymyopToPuyALT8/uHd5SaLnvTfkuiSzJq86Wlq6uBmrH3j8j3jWvw6WJZOBDHzbfu0icbHX7M9Cz5w7UzmlTaa9DK7GdLtTt8/tcDjcAvGaRQN2sxHeiUb3+KaVGw/5HbhT1wJve7O7fcmNWdJGTDgUDm+CM8IxE0pNzh8PeRxWEwSzxeEmB5dg156yXNi06XY6HE5BesuknDXbRVBw2eAknM3mEsSNhZCSbp5zCoLTZrXanOQlljKBsNdlxzfc2F3iW/ThhZduL3l3AqSJ+j3utJcGhANemxXelOMKhsN+rxePeyVD3O91e/3itrcQuSGARL0Oq8Uuvg8EEANOLBarE2qdxItSCXscNnjkhrdNZ+MkGnTZkQNPIBQKeD1ScfGQD6OtDp/EfZKv4V8pG0J5jW8LNRvNUl0UhOGNsU4MSRkIecQIERCouMvhcClerpwZE/TCC0FRJERpiXe77SgkZrPV6ZG2QitKVb0MBwRXshEBSLyVhUjRLpA77FM0cdDrtFqtcJKSchyEl1LBvc0h0DfQKQsD6cVWtDpc5BAAPoIYbAEQZlkolGVBZd0eP21w0lgojVS64BaF0wpv5BLrOMSMMkeQHqtM7rEgF7ysVZStVFIgJGK5qfFJ3mSaSiYHSDwQSjKtYV6Qc2b0oIt0JIme5Al7iEFEjlKI1+k7d/ul+BQlTl7EriRL9+NCGrqNVTz4lFJKCgFprzCcljSlPEAK5ESB4sCMnCDt9KEqDJQrOQuYeECPHBPkxBMjYQ8PEyXavPSaHHeVM2oIKOCGoSoaDuIRaryOvG6IvrpRPKgNr+cVS4Jzhwp2FGQh1k3OmaW8kBreLARMwFIKPb9A3sfqoW8X0NAXP/F2qsVDHi0pQqMhGYBzwq0qVzIH0nEjeDODMZDKjBdPeOKJyYATJ8ScWBxekSoEjaQ4yCltHJepjr8LpQAT7siGb6yAge7Ql6Q3TXJSRbc/IL51i76bIWQjbzYlMJAfcswmRaTJsWB4piHvrAx5rcnE4pV4PMnvoHDKz5V9TUwzBFjxUCyILE1JubWgAMddeIQNZFxHXysNb8INg6OEBA0VLXhHMFFdtMpWXzhA3nAtv0KdvIYEx/VKkgtewgN/UchBRGmMnpxKJYe8JVaz8SM/z06NciV2rhB5O53UC6Bc+v2EgYqGIvCAAQQnmU/R08xyc6Nwkw5Ct+ZzPM/rrOGULkCZT/lQA54iph+XEE/AY7aDfyJI4geIsJfLb0zBSsocplRHOtwiKQVR6hQ03R9Khyqllz3Tbi4ejAZ2CeaABNUnoqDy8FKg5Js+VFswWQV6LFs8FZ0FYamhBkCJHmfVkroDU7QuKqWI54LgHejoh4QDPKAI8Vy4dCxbehuYqGjomYQUhYzpJfzFvOJRDUJHOjMm8XwJ/+ZA2WIDjc8/sdbN+aUHYMyLviA6Ni8Rn/Dx0UL+OW+08dKycYlqz4plCFx+CPS0N7/1QV/RvNvWLZ8BO7vcLe+em7Jowzr4bHektfFPH5+bctuGdTNyE231z/zu8MS/r3x0Md28QCua6Gk+6E3dkcBNmVsKW/WUZMEN1t588IPTU76yYR249xM97Qff+oArSpbSnTeX/8LJVxyvd8emfWXjN8uW40ooDbGetj8833T0ZGzStJtWb/jq6vnio1hX63/WHfwoxi2564FV004e/qBv0boNi5Wb4iQKyr+Rrva3O05OmCDGnTuXt+y2lUXRzua3e/ECPFmJvta3Prj5NrodPdbecihv0W2w9RHc+sfiN0w7IzQf6py6cO3Xy5aL7kDM0XHQ2dwZ4UqWrrn9tsXUsQrVf+n197jpS+//2uKP3v5oHiVOi8Ui3pm2DMliRKyr5c2Oacthl6jSkdbX0uB6u/PU9BJ+/QbCGPiG2xpfefMIV1CybuMGMS9kj3TUv9j8ybmpa++5a/Lxo9y8UvpIlStaPvzCJ2ZfevPIhBtv3XjfihNesY4QD9V85+S029Bdneho/uPB90I3Ll23blnuO++I+CT62l9wvH6Ku3GN9r5B0ZaLu0QXkdbmQ92np5RuoK0JLdXubgmc4yAGRBqYirXW/+ZgYPrDWx4sUUh1X3tLS6Bv5pLbV4qxfS2NLX3nJswtvZO0UaKj5eDB14WTk6bdsmgVbR3ScY6A6N+JHYcjFE7PKV27fAaKSayz5T9BtrlpX7nnG8u5j7wBTmYp1tX2hxdBvLmZNy1a89XbF+O5xHS2B0Mv0dnqTUjtDtnbmt/m5t8Ke4UhI8jMa94Puak3rFx7++LZBWSA3usA06VdODV1yUZYNyDUEz1tLzzvvfkbf7d6dm578x89Hae+wN+9dmH88JFEKV27APf5wdd9x0/dsGTN3asXE+Hva21wCcdPTb2Bv+tufsYkWXoH4kesSya1RF/LQRehv27Danm1BL6g/LJw/Nz8NXcvy+89lrhp5XzKb7aikTzsTn3nU+7W1Xh+MtLZ9vaH8cWrVpJ2iLS3vJe3SOwgXa0Nrxw6Xrx03X3rZvqV8e0tx/MWSQVRgq3HYDM8KRqBesl7buoNq7+2YU7M/9rrrZ2nuIWld5ctpysWYv1A1FSqE+tqeP6V41zxuo2a/I+PRG/ixa4q07xr+v+Y+TelTu89XLvv+NTS+++h8gNEIx0tLzb7uBv4b2xYGPAeualUVFYtf4QPDnFL1m1cLSIDaUHZprdgBNSXVIW+zrZ3egtvW0k3rGdDWKxINpRAazX+4bUPz01d89V1+cc/SNyEqKKSzCwF1J27WfgwBHJCO0sqA1ysp/2VVz2hc1N5zddoj0tEOr1v9y6SdGYKWWUReH3zSmlEkKC/ZH/HvZ0QaS0rLG1Cl0/jQHslxx7ASOvuwlKbJ3z40rIx9hVlJTAEGAIMAYYAQ+ByQoA58sZ1a8Vay/NLy7zhx1cqzNZxzTFjLomAbCgno8bXVf7071nMD09cdMullq6CpVv8fp3SNzO+gGLcMAQYAgwBhgBD4OpEAE+p9eI7uOTlsKsTh/FZa3qEb3zyxrgaDIFxv54wWAXYc4YAQ4AhwBBgCDAErmoE4AVP3bGC2WQbzlUNxPisfKynJ1Iwg7XO+GydQbhidsIgALHHDAGGAEOAIcAQYAgwBBgCDIGrEIGxfS/qVQgoqzJDgCHAEGAIMAQYAgwBhgBD4ApA4EqwE9r2ledshq8KjDDEIj1dXV09EPBX+Qrc4REkbNSOmI3hFZYtdaJrX8Xmfc3kxczZ0rD44SOQiCWD4osDMiF8nhaPGdKi5OQZF7GOuhU5FQN8siLWXjtwggySLIIhwBC4KhCIddRXVdVkfuZpnFUe3j/T0NZzKUbIWMfuior6DvKC/7bGhtbOdGQwwc6WnqHq60sMuIJbeKPYdvgIUk7Ozob0So0Okwro0kG77O4VuMm8KwB8T5bPjvrdu9U/pyPnu7ouLlM7oa92+3bFV3XDnNAVHWnDvWd9eM6cOTMh4G9hTlnV0PVFapnABnyJfCSho27n9rr2keRMy5M4/tz+A3v/ejwt+gq77WysqaWfrrlIFYs8c1++HPJyVuyub1OWHGndC08frG5JRnY1QMx9e1uTMQNexc90CdyRM9nTxOORgRNkzzrWT/rqq3c3dl6K4X+sa3Z10h+RrwHeNpOTU946RDcLvPwkJ6e6Fb+uNHBord1esbthiFSTpAh99U+MJRNd3lc9bQ0NraI/KH4msGfPUymfebq0lUv0NNbVtaaaBInOl0s3buSt72VlTS1X1sTDehA/2bB/fzt+rTTyO379xtLn0iUPE+x4fcgIXmLAk9wmXvvpml3HVthstruXpHx8GuDJxqRScgZHMQnd4GlHNUWkdnPOiu0N1HSLtIJ6KWsWTeG+6rKcqgy7aPDSk7jJaZMAris8LMvnyXbbtsOfyonYxeVpJyQ+/tWuXe8cV87JJ+aPtDHzJhbCZ06C0Xg0DJ/Scuia9qz559+PYNaDdLiJI3uB1JmjdbuODjBLHHLdJq18JRxu+R5+rvIKDr1/2rLp9Y8udgUr7cFQdzAg2E38Ni1f066YveRB03OOrf8pu3TaX8FvVBWmfbd9II4xKXw6NFvIx69xD5QgW8Yxj098/OTWbe+Ex7ycS11Amm9iDNmBxaWKqtqRuYez5R2GJ2LkvoZhCMHQkkaEX+3av+2/uofg502rONA/Gx9CtjFsxkzSoylC7b/buPGg7A8C5TA9bwD1kcnL2MYcr3rooSR3pCz47HrAJwT/ET5ElS2o5MqWdHjxBBnyGqSCLUG/L/Bd+qmCJJF81OCThgHgJQU8yW3ieCOn+V7FI488sq4k8zVP6kymSk4SA/WrJHTqz8cstmD5HRphl0AtuvfecMKXv19rI4Zx7NgLTdy8mcXDLjqJm5w1CeDdax9Kyuek6fzEYUiDTO5KvRhTOyFSV1VWJbnJYeNE2eZaMreKNFZXwUoZhLKq6vY+os0j7dUVuHyWk7OiurGDwK2WDB7E2rffo2viuK2lhSvKtrfjjL6QE97Yv5vSLJOyg+8gk6ZqO8KYMq1gUu6kgoKS5Q9UmTV0WaC9tqqiur5u92bC1ebmrp6WGrGIGvhcNw19bbs3r8AEZZv/11MO8in4lCJ6Wuto/pyy7bhMkWjfXraiYl8rSdRVXb6iqtZbV1XObxO4bVvKYGdJTRs8Ss+Fla4t31zd2LCPYrR5Zz2dpXa11IJnDsOKzXVtPZDuB9rNf5Ccu0iHcJezogKfQgD0ysqq6+p302xl21uHvNhKeB7uT6KtbjfhuWxnbStp6QR8H2d3BRa/oqyivo3qgViLlGx7df3RDxoqyqvk9aJIe11Fxb5OcdCPNVZXbNnBAVybN1c1dGDzRzoa6dprecXu9OrAUuNmccUZKl+/s2Ifabu+9oaqcoQGsrTAd6QwZLJKoqUfzbxbZhfNmF2y/MF/fkLLceEzmbOQPQ2ii7TL/tQBzAdv6sOgVmVcA62qa27cCUis2Hnsc5oSfzsbqzdv3k0EO9ZSuxPRK6vYte/Z5DftY521OyuQ+7LNNc3ENom179xcUUdNl1g7VLm2lTR3orO6AjwvsAS9e2dtc2Ptdsi1ogxwo1WWCo101GxHOV2BBDtinWr4n0KGaxsb91Vh25VX1WCLxDqqv/+kwHHPPPndzVXQRio1hbI3l1c1dyFcsQ6gTDqCVPJl81fFNzFWvOfGe/fvMcF31kYQsuUdhifiIvgacolhPXj1Ch59JRqO7pO/TTVADpWK543YdzRAORfwaNRECNTC7v+5i+Pe/O3OnbupDgS2jh5q2FlRXl5eAZ58icuehmpQjWWbq6rb6DgrPehqrqlpaG2ugdFgM+gHGHPSU8Y6a3ZXN7a21GxHojtrmmWV0dFYU7UZC9rX0CYqwURXXXVNW2cbDOLlP/w/v971NOiEN39t3LmzhmhoUmqi7/ArTe0hzAGl72toba2vBjIib4nO2oxcKgVJ/CciXY211RWEDVEHSo/wa1yNNcg04TCtG0U+avF0wIiPIdbZvBNJVOw74HTQKPIL5UL2svKKWnGgVyeoBjiXznOiq3antNwa69i3c6e49ArwyteKooGnbLBncAtiUP2swDU5n9q5W4Gzklq6VKRLTqKruXpfY0dbPTRoWTnupMCREVtle2NH+qKLknB6NXGQa66uaeyAKUfZiuTmiERPXfW+lvY2kKKysvLdsAgQg7EG0N1cXS8KT6SzZXfVZni6vbquQyGlN60q57iGj1Ds+lpewPap+1M7/MYCAnxQa/VCfFM+7BqqpqzvrhNnPUpR3F4HuTNwg3w0pAJ4KimfUgL8C0WI7O1rlLuAMsFVcT2W34IOWzTkQ+ikDPL5d/wSddRnAWTNTq/P69BrdK5u+Lp60Ihehkqn4HNa9HBl90fVkhFC8W6nFT+srjdZ7XZnMN4v0G+ga4wut9OggSfGICZUoUnyp/8IyKUlSqPDPuREZ4dbwQKzQfgct8npkr5nz1c63I5KSMCb4NvxWARJYXV5XDZ6aYEKyiHqt8NzjcEm+DzkM/PImM+GFXR093fjh9d5ZzAqOK3ANa832R12pzeomissIGiQyuJ02U1IwSKE++N+uNIY7T6/12rQGh2B/qgXSJnxy/b9Ub8Nc+jMHsFt0uEloAoJSK0g2u524GfgNfCl+jELPtI0BpsLmAYGDE4AIIDVrjQ7XU4jsqITgCkffigeknmc0Bhad3cHpJEZcwO0vIUAjtXy2LCJeJ3BbLa4A9F4gGh4rRGAwaaBT3cr2yCMgJgIIP39YQsPTQcfrqc8WN0e5MHgDABdNVZlXFCSNWaB3ofgk58IcrIY0jpaY6UGRBhZ9EMCrUEnV0Glyv1hsSG0RrPV7u7B9tV44/1xH7aazoqNQgVbZ7I57dhSUtW6TSjkGpAEKxV3F6CKokiqBoSJqBBO4gGUQHsgLgqzptJmJ03CpwiqB782r7O7PXaTjteD8CPD6fgnGbbYLdgBdVZffzxoI9KoNZjMZps/qlbT/gD2Da013h9FQddapaaU4R27C1FaoHxeZxJCwIKvUqO1OCRRifZ3e+2kc0CFDR7URf3RoNdcSXsJpzXaMS7qM2hICwAdjcGHyiLqtgBIGHRGB61R0GMTs/E6u9CdUquwz6zHZgMCBpuHapuoz6bhK6EfYwDGeI3NF8ZIkg5+tAYH6EGDRmO0WEC4MMhMDiWvyEHYLlaHh0rorSjGWGtaIWjvNFYJRKgrUFlV6s0OhxkVDkqEyy+SlLohxFJgSRfQYJ+QKkJShu16jcEh5pLx0egQJ6qmRGaQfrJ2UinIgM7kIq2COJjtDqJIMaWXNBZNmQEadi6DFcRZJCsnzmxuuSwgotVb3E4z5ql0qDYx8mO0WonmIoCg6sCQpX2TBP/pFxkiRHOO4DfqMhPZ0+gNBoPTHw4LqJEggE4kcqL1YuuFyAimtdjthN9KP+IoBgHcYRB4ndFo8UXVUsr93WC2kj6uMYPmFMcvLYBAOz6JlLWZptJg2vv7/QZsX42+0mAwEzkihYa9IHFUFXvNtKPozBYj8qF3xONBGMKUuehAmV6QxL8LAdCYrDZaYVA90hMQQERDbwZVB2oKxxflsOgFXWfEisSDTuwBvN5qoyM9ZyHDhN+OpCG7jUgPjLOZBLMArgpOAJjQWLDThTw4CFK9GhZAzHgP7fsy63CRBXY1brtADBA9ja7SYFEAIJJTYzJDcrxE2lFyxI4F9OCa9BsyyVHMKGQ2VZuGTPAgN1dpNNrFATdZHU2lySgqQE6+Jq2G+MBkzuHAgYnMEKRyul3QQBZfvD/s5jmtzQ7DiAG0asAB6sgEFyImMMGyw/gMwYi9UQIQRdHiimRpZVIGopEEsEcpnxreROZFQeSB05nsduwwvNEtMXd1/eXGsrp0diVOQ0nHQDuBypPVA5MbMVCTwCkOrFGYzEFfykwmJQcBEUCjmFEBYMA5EI9yA4Hkgo83g7LA2VIaTZIk/UewYKfgNRjgAi5tAo77ZGolkvWhJjHQMaEb5604IkbJ3N1KZg0kPdobio4fd0EP4LHKGMJuuHEj4W6UOI0WfnRkzIb6wPyJqhK4Vs1FhmEwKggpWn3oilHEQWt2JQtN9uq4E/sfNZkgF/ZGnEcSO6FSHLnjOEXS2ZIqlpAftZ+oAOT1dnEoxZFJY0VWpeEqgCxiY9G2tokzJixfsELNKklOP6htPZhAyZABl1xNUjstUcpi8iQgECEJJEmmtykMpGysilTCyA4Mqjq9DtsNuDaBgSoH0jo6twCTcq2vv99r5DVmB4iVPNXOrDJtCDA8KRlKwRvwEMPPiZGEJY1JVExRVOhJqaPTOIDSAehoUOo8AC8RNmkMNoCwBFGlogwQYRaFwW9DhayYNETtWKo5oKiRCv5Ucux0zoczfl60MH2AjUXqjCo1xakjMX70UC7IsKIYGcGxufCSrq0zObweh57XOAIKOxmsL5e3T9WSh8ZGj4DXjSMTmH6B/gzfhJdMLUwOsMFxWq+1eFWM9mSliKUEQ53b6yTWBe34RCWi/GOQBDXeLZBpKG+ygRvEGyWwIxsWJ3gjiBiiUhpSXpGBeIYnQs2DICZOcgIRonmpTXPB9GcCq7ATkq4K2uPoiCu5LUwuL1hYWA/JnaHiTJF5IU4cM2pNCQdVB0cmaCBqENISq7pg5LJIFSATb7E7XN6gShNLgPB6M0iHmVhaDuw22dpXcu4AwT9DI6BGlt1bcrkjulDqQBAGKIgnnIAYQuPy4H2js1sXNWH7/QCIbJhBiaRlddTXoZ6SAE59KJDeg86JSn8EVbqW2gZgM6Di0NKJOLQodBpxKImn6gRaQ0nCSengDrLQITvZxMpcRPupFERJwW88SvVInMwmlVWjo0mKnlEU7TWLU0AXupskNRj2QPWQSOpA4DbAoClORZQEVQGneTN5dkNBGnREEgxFdY21pqOhXCN6oQp7vF+d25SZQxohdakA4BSTDZqGo5IT9qDN4CAGhzyPkvVSknqWpqHdx4ROK0Ug1am0w6gIJeN0RW8T6LUIOHHkSRMSRUa8xEmL3hEMe8G+Mge7wVrgXKG4B/CshCGSzJQ4HOYwBGFjEmeE0kmJsihmwY3mgV8FGqpCgjMU0YkcR9NOJ033ZApXxQU3lrWUpmWkDNlOADPQokcjDecmdnR8UPOUxIg/OKPNSJZkVdGiEEkUjThBJ8KK0yl1mkkSySuiMfU2J3jNkCtwvtJnSrLKa7mIgAP1vqSIU9ggFMKim0JRMepNoXpZmgdDWiVQ6rnkQpGyovqCDZ0fEHRGmx8mHMlHSBPMc2lSRshqLCGaQJqRY915MgwTjkf5J+ylozVPAnJJygr5XAYtFQCIIu7/qF9yE+ptbjKDpdofhiD0zVP7SuYuFS6oZtLKDyvmryR9EhC4lTPGPWTZCigbLE70S2ZhVSqS2gl6cDEh35p0xEjrwHgZAhPX6EBDzxHohjmdbCeoVZlMp6SGIBQQIQii5UkUqLxqIQsAcXdJk0t5vI+KFrI33A1LD2aXE5B3dIedMI4bXFALAaRBMmKJfZukgLgINtoe2kqzJ0DmrZn4p0iOjKRS5BAtlZpidD8unoGUKk04Ej+GP2Q8S/cASaMI6RfqNrnEUjzcjauLdJUmxTdB7HO9aDL1o90Fgp1ptEuEqENBMu363Tjl0sN4I7cpJlQIahx9HBqBdl3CsNElOlHI+A2zwKHllRhIGQ77s3gQ5MQKTlA/ENcdPFRMHXCymAZssi6K7IoeJ050RHNf9nRkcYvIvCTllk44sjs4MkGTJh+yN2Tg5hbnTCY3gVq1icV+JLl+CEtgIg7YvpxIEKqU6t6S6ziiC0UHxP6LAkPWEECQcDYGAw0dnqj/i7rATB7RaIASwWsjCjY6aHEgS08ptiO1YqXW70KtZZTo0IGMLlNDvFnSZkphTtZOIRg4WZfWsZVNjESoK5poP5WCZHLRoIMuqqBekXLRp2HBQNQZrDk76VpZWtHoKsaRIjlwkKbEokVvNK8lfkMko7MDvmkEVQGHvKrgkGUErS/aDbNdi8sO9oE3HILStaKXUK4SuVCFPZyF2+SIlkqE3KkzmZol2W1TpSgZr4BOLCNLNUkWupClYIZmp4KReY1tHXeJY7/WbE9bX4mDm4s3uz0weBnAXxYCt43J7QM3jg51L3YBWYbR/Up1tbKUbK2cZFDRjxQ1lYxJcTIGTl2Nhk5Z1JaAktSu2KtrSC8bw5+m459R6nlyIbmzK/YdDgVgq0zh1odKjY1d02+eDw/tviCcEg0EghCc313BZSSTCQzlQp2mes4wx6/85r0PPP6Tp6Gf730WHP9DCoWzrgPtfF2+mJicY87IqDH5u0m1sF7dj68sgo18b9qfJekaDyU3b8IR6CRC4K7OyJVBmUQsf+Sp/nDQZTMJOzYt+F7GW1k/IrtBMSU5Bjtnushs8oQf7NQc4dlrdYZSY4MwTXUIzvr6559/Hpo2UP/t/K6Gu5es95Ru83dHYeDUcOE4ZJk0/4kX+oM+t3nhkU13LtgL7wedsfZJHbf1hdeaD77AabetAtgGCB8ndzWe7VVLl0ePlyMI5Hnu6op90W6/03L/rsc2ztzRCHkyWcX9j1I4Gwa3QtUjjzzxHKyONj3TLJ2WkJ7D33A8t+gbOyt3aNfv4s2akoJz4iZY2LipVmWaM9kQ5J7XVeq4LUuMnRLdmJRAPqRYWFwMD+Vb0q7XT8vlCpZqtFzTwaZXGwWtZu3tG7XcSy81ufdzxo3LJWLiXwQ89Uh0wfJHDsdDgsta0Lh1zdx/aU9wWfGX+BFppf7JWtNY+8t7MOmBN7x9qVnG8i4Obfqd+5elFQHN8p3/piECET0CL18RthbCeQsIhXfCzVvH+uBcU812OIORVzhzyQ6Bm0ePNybi2J5x8u6EeBxkY/9DC2i+BZvIWZRJy3faKh1b1wO1zTtrlQdAAm2tkLW4WDxouOyuco47cpI2Qxpz5DZKHtGiIALKnXadmDcRjwGTfzmaFcW0vBL56Fm4OkuLjHZ6oFuumik+Ky7RckLD21kogm6cJpadPEmvDqxUlurfyJEmgdOvmUMfUjDxOksTqNEAHObNo1znfvEOYDrl5XJpFVdLPJSytBtWzcDCVZtY5Aq0CAmTFm4E/XWWG7B9JYKQQylCIolR/SNKFAoqNFneBCT+5M9+udcMYa/P59MtTao0klYccQZKKSbhQkffhfNR9E6qv8j81HyqXQE0UBxDDiDIg4WsBXGRmr+bo93KOQUwPHE3aQqxguU/Phz3e533R3Zt5GfWKgdZRYnYI6jQwEWuVE/S3XTWp80Etud8Pr/pa1w2gqmAU9qZPBct3aDhHK+89moDp9tw5/p7uaaXmppdTVz5moUKdlIvJXZk2LNxm5pN7U6NSbV0UpyYXrrN8jezmiRhmFPNrhQM5TXmyS174oVwULCZZm19aM3mfW2KAnMX3aUTXnA6nmsybFjMcUW3G3jbgWfhqML6ZXNoMuGz01L6+HGBmy4fRZdKGTlulC70Ja1573/80mzeCcLg8z2/VJrvSeVeFX/H1E4ouPVeDbfrTz2AZKJz/5NbOQ1KV6yztbmtp6hk5aM/toKF/dJfPir6AggB1/pOGE6JlpTMLs7Pn1k0KTNZskGILMZUJVJKpEpTeghnU1r3Vdcq31iDxIrWma26ph3r67JoFjk7vci//iY4g//bP7TjbazzFZDf6cokBXeVw5zyzSNnCrBaJTPz8wtAfUfanlm/o8kqgBdSeOib1V0kB7wqqan1faJl1XMp6cJ1Ib2Ho0ONrfCp+rJHnjgA204O4MApPuIK7vp7HXfgV6+QCUuk/Q9wylq38cvAgJQgjSQXi6Qo2/THI7gvmL6G43a91JZfUjJ//vySWcWzSmbEezsFjvvRPz0yf8akzreamghZaOuW9r7Zi9c9vu+X4Aw71BaEke5rVWZux8Y7H3MYH78b2E4LTSep/Vmw9mEtt//XbnJMNtL24mMCVzY3pRmgvsfe74bsfW3PPwvvSYCrRE9Lc3vujPn3VvwYt6u+9E6fGqvS6CeVfBZfSLX40X8zcIJ26wGVI01Rbrbmmzx4oLbdDwMyaigSompVhieZDeGo/+1Te2EFfNdWOOmeP20FnNb+tZMUlDj0+hs0R9H8JSB1daLUddixXW8vAV4nLfyWjtum3eTQblw4qWDlt/T7t2h3cdq7l5F5j8iL+p+OFjB8ipaXPfrLpys5znMSJ8Mq+GcyjOTEbohoZatp808f3sMZBZ+DP7Dlh3X0LQWYdWwDYex4N5nZp5UkjSIYnW6T59ZsXrLlpaVuH/iVcXvVsbS85BYEFM6Q4OuvqGfDuRks2WxG+/SbQVFopkjyFD6hRnLgo73SvCF/8jQof/ENyQkfsjNwXsIw/ig9Edk8CHLiAS4GAFbOlW6ZkwcnTkkTydRzzOlNkN0rkGw4GMAHc3CoJh6krORER7WJsRqydkkEW4n+GrB9kwRlbEbrojfLEEj76cwlK6GgrtP5i5dDWDx3ztzZBZIIpnKQLSXQOX4MNSeQcRzYz2nLl96IKn3br11EKcVeQ4eXfu5MJJuiHBQ6gWQXf1LSKB/Qa2UuopBVC8K0ie7DDth78oN7l5cket57Q0C7SA6xrrbWzuj8lff+uA53nH8MoyKlnHKuHfwqPLfrOfom3x7vmw6av2A6aF3hg75Z8xE2QG3O7AIVgnJh5EKsVzaeCxbCULx146Ym3caS3KK7TNodWu0BrnLNgkmJnraaffXSa0dEokAtHfaCLNwq2Ohsrqupbx1gCFeCn01yFPSky0zoslVTypH2V1muyjWMxS0dBbOXP/LEPtgF7XC2Kaswd+V6rmnXriZ+w3IcxZZv3CTs3wUDHj8HGrxgVTkMlVb6gvSelhd3cVz5HTi8K0oZHDclt3JGULcCelVIEY53zxTPR2FYvGDO3PnQh2I9rbU1DWTGocx9RV+P6UoJPRIES5oShLhhg+yb53itjh6ks5I1KQ/ZSYyxME8kWy9Uk0nc0gPEQJeH7F485EkPFsPSH5geHF2+yqQpZRcPrdJlTWX2/n7cDQ+rWTBHUMYrrxVFwCk95JYTDzZAxtQdKXE/OaUFB410sFKBG43IyWPYs497CoKomniy15Os7yNOWliNzcwFPhNFvWBVFyvsCUn7lzR6Qh73soc99BHWFOgQ4MlRCJwP4Y4qZQJlHaMeYEY+ayEDdYEX0lEq2NmP7aqFk68hN4FCZArqDI0ltjXs/icMS1u/AoR/cROtkhMKF8/DXE2Aze90UVhLTw7o0o7J0i1DHCSmAVYqJdy0FDe6/qvCarLIsBky4wFoDN1ulDHliStF68QFFxwshFSKLGpVTmsIQkFc0/STk+5wpJWc34CiZPGim4XibrpQK66EalzSjn8/EUcN7JWHGS49xS4JZIYAK9ZPqUzCxJfCD+8IxlpCSMU/RXIUtSO7SIFL2ITrONyU2bj0XDXdfQHruZCS7PSiRYzpLzkhpxXPXXT7vLijSt5gQEomh9e1Tji3gCEeCsEF6hbxzHrIC9pA3DxGVtulnRtE/+jEDdb9UZIvHnS7xK0f5JBoUhXQo/bSxtwAnuEk7UI3EdFDR14rKh666YIu+svnFiC5dJYmRM5f62Fn3pDyklqRH9ILqNqBfZ54YlDjoGLqs0PP0NnkA8opECX3hIBA080tKNsqwIpPAT+6fZkIYdjngPZGnYaqBuqhpbIK+9zkyqo1QZLvJAOpDZeMl9JmgibuYFFsuhu4LEUFgahaEyMpbA26R9nvRD0ApWRt3yRihMsUEZL4Hulf2pVgR6fB7lfoH0nDK3d0wFCL3U7amERKxPGEHOcld9LeD2XKqLhrFDYkUd1p92Hbh+hrEuCAHYkV96OnKAccelCaQenyOrqNC0tRpFGWjp4aOnyn5lIviLALtMiBMU5Lx1UyGopPpAmGRqcnHPJE5IjEktMIyaK7XURZcVqxfjikAhH6mgqAC86iQR3geAIdnpQEswCeBRyxx0Ev8yF9cpoZts7AaIx7aECepB2MWIUssPercyvr4TB500XqblLlnIGCT/Z0ZZMcZaUU10nokD0SVJtGkUVKB38VjZ5yTeYwMAETx2JeHItToCDZSRtJxyy7XUSsxMkeDv14z4lDf6WdDLyKKRBQUMdN5lAGMIVVCpEVBF4ugg6OWjzMSSRWfjmKTOpKvhjT8wkAXNzvtlssFofHHw0HPB7x8GQQTv9ZLRarnQzdIr7dPoy0Wu0ev7gZVzUZTR0P+eyY2OELxUN+r9srUoYbtxs0d1aaYvZurwVfz4J3UShYYgxuwwGvi1BIIatIg0V45NMsUa8TKmh1evwh2DejoEMLAnpeFyJgs7sCMAuJBj0uNxmg8XlQ8EAWkjLscdiAjttHt5Cm5oIU4YCiXlG/x+0nlQTmnQCExQoIk0pHfdIjSpawZ7G76Ik1iEtJkKxjPGi3KF8aQXKPxg+0lNNmtVrhZUbiKxkAYYiwOdzwOQJoOVKPOGlrjBWC2NlJIBuL4VUY0r3ibwjhssJZBgpXyIMoWB1uuV0UaaNBwgC81gVk0AsNBc8Ibgi40yudR8F5YjqrEhVYxQb/MhEXjEIMPehvlgI0q0LqaCxg6xXZQ6HKqHJY2VJxaF8PGYcxc8jrdlMcumEzENTT6ekOpRQRFFzYWUCoZLQgHxAB6RKlPyyAxEgMJBsaqwkCTKWFcopRXpcDxMjmoK/8ofFp+CsZRkBk4qQzQts5oejMmkLRLrm/YEGApFqTSryM4l9pyBenAjgbVo5bUJKKTR7FY97y2AOTHdE+TPFNhMnJbHhIDWDYbC0ZnwqjXVETj5kQlTa50ikXWJx0pkLnYVAonanQY99AHA4BBOR5g2TqGsnruYaUV8FAuieCFJniQZATKyDKMC9FF0wmsGL1K+FlWVHxrU9SrUQAQx6cE8H8K3VaptYEMisKZ42CK3isZIymTgEtW2KV5k6WlTbRyWxiSCq+Ww9rQSpDpyb4FgGV9k0jKNoepF2pdyxZ9giu4qgDodeBQoNel9Q/0MU8yRGQKAqrze70JfUqFqbUTrTw9JTEMDM6vR7Ung5QnjKPoDyx5JThG5QDMiKngZPldmDODk4TOTKZRll6KCC4JSWclkutIKmEaNBlt8F44esGAilFQ6+WRhOnrLS7BSdMQ8CjoiwaFBeB0OnvhugkkbhYQZtboKNDOsEBAFfnGRsITn4RKGCHpwcIU8WNL4hLeUtHdtjVuI3DgOYLYtOQQzIK7w+gkE0qskkOvOhNGoPioaREydBJ0OPfzGqmFJdMmmx0GGUEGHhEIYERRLwGUk47juYuQfJQJbNHIZknGY9jkNenSAZ1gaHfihMwSc4UJRI6arjJBSQBhOFTlmGUQwu8aofKfAgmUSjuTm83OTwfh9kjkSWZyhV/kQM1JAqP/TAExhcCPS37Zq55DNx15FDH+OLtauDmysA/0dP+x1c9n5ybsLD07rLls2GDYHvLobxFt80vkvdgRFobXz50pLdg+sLb168tKZoEuxIb//DKkVNTb9WsX8Qd+yAxb/V83AkDrxZ/wfH6Ke7GNdr7FhflJvo6Djqb4dsbJUvX3H7bYrIe3f7a657OXu7GW9fdtzr9pf/w2ZBX3jzCFZSs27hBLh3eHf5iw9vnpi+8v/zOM4KQt3TlbLKFoqet8aU3j0y48daNZXlbCkrXuoQN59oOdXJLN2xcR5gBfgbPe9/qZC25SEv9i29/cm7pXdp1i6E6kdaGlw919k5fuOprZStTtzElIerraH3n5LTbVmJdoL5vvXNy2W0rKc1MYFvr//PQuSX/8ODqSQDg868cOTdh1T3fWBg/8p4EIHzopP7F5k/OTV17z12Tjx/l5pVKOGQ0gdTBFAwkuYKHingpKXwCQAbtvhUnvMlWTk2ctSwAtPntXrmCQDezidv2lfN7Sz3W232HjkxduPbrZcvlHS8q7atCMEWEkqyPwyv4pnV+aZk3/HiadIxDVi9bltrqtvMPveQMeu+dLamjEcLeU1Mxc8sJS+iFClRVLDAERhUBZieMKpyM2Ogg0FmVM3cPON4MjpYfPyCPxKNDm1EZHAGG/+AYXaQUI5w3XCTurrZi2vaV8XsfDh+uSLWsrkQYIi0rCtds8oafYHbCmDVvS83uE2v+8YHFCmkaGeyJjn0/b773nx/Fg2osMARGGwFmJ4w2oozeKCAQ6+kMhrnC+SWDn8EdhdIYiXQEGP7piFyyezJveNATenI1cxReskaQC27dnVO6DbZHP3EVNEaspydSMGMGc9PIrX9RLhjsFwVmVshwEGB2wnDQYmkZAgwBhsBFRSDS2R6cPGfBjCwvq7movFz1hYEBHQhPXjB/BvPbXvWywABgCFwtCDA74WppaVZPhgBDgCHAEGAIMAQYAgwBhsDQERjT7ycMnQ2WkiHAEGAIMAQYAgwBhgBDgCHAEBhHCDA7YRw1BmOFIcAQYAgwBBgCDAGGAEOAITBOEGB2wjhpCMYGQ4AhwBBgCDAEGAIMAYYAQ2AcIcDshHHUGIwVhgBDgCHAEGAIMAQYAgwBhsA4QYC9tmGcNARjgyHAEGAIMAQYAgwBhgBD4GpE4PPPz4fPnP0scm5CXs6M66ZMyLt2nKDA7IRx0hCMDYYAQ4AhwBBgCDAEGAIMgSsfgfPn+2PxRPj02ZORs6GTsd6Tp3tPxj7uPtl3KlG6aObX1t5SnJc/TlBgdsI4aQjGBkOAIcAQYAgwBBgCDAGGgDoCZ86cSSQS/SSop8gee/78+WuuuSYvL2/ixIm5uZdg6htPfH7m7Oe9J8/0nYx9evJM6OSZTz+Lfnoy2hc+GwpH4f/PTp4Bs4HLyZs2OVcTL8lelYv95BKAdbGryMpjCDAEGAIMAYYAQ4AhwBC4bBEA6yAajV577bVwAZP+4daD5orH45FI5LrrrpswYQKYDcMlMvT0sFwQPZeInD7XB8sF4TN94RhYBT2fRU+ETuP1yTMnw9Hw6djZcwku5xoOLR/4Oc/1gzEDVczJGXpJY5+S2QljjzErgSHAEGAIXBEI4GjGcTnjaxS7IpBllWAIMAQGRIBO9HFGPSI7AWh//vnndDmip6enuLh48uTJo6vKPj/f3/PZmQ8/iXx2KtYbifb0nvk0fOazU/HevljfqTOfhWOnY+cSn/fngEmAlgFYBXjF9X+O9+Q/BKD/fFf3qT+/13VdwaQB8VA+zJk2deKCm4omT8pTxo7WNbMTRgtJRochwBBgCFwVCJwOx6YUDn0MuyowuYwqGTzy6emTsfHPMMykrrk2Z+KUvOuun1o4fcp4Zvhkz+kTnX3jmUOZN5xlg2P+1Nk5C6+fcdN1oztRlksZowtYRgBnO/xCGG4RUGtqJ8RiMVhJgFv4zc8fzTMAsDjQ5A0e/MtHvZ+dhrWC8Kno2fh5cKugCQAmASwxcGgboK8Ff/Cv9Esuyc/5/s/bO0PnzudMnDDU+Tk0IoRv3nXLui+XXDMGKxFD5SNZCXZ1AQiAnFwzFs14ASyxrAwBhgBDYGAEpKEN/mLY988v/vfd9xUWj+up28A1upqfvvqbv/je+nCcIwBiBlOoZevmPvLkhv/92H9VPPWNycNwr17syrX/+cPnf958sUsdZnkEUsiDXXje8hsXrbrp7m/fSva4jMHUcpi8XbTkYCqcO3cueuYMHFSAVYXrr78eVhVGq3RYK/AFerztPZ9/fhbXB8AuQBNBWjcYWjFwjOHGGVP/ZumNhVOH4Yt57uCRP7974vYVN19z7ehvprrs7YSnvlv3OVhs4zvQ/gnyMnnqhJJlN9798IqpRflg/41vrhl34wUBSb+jgve92fmlO+aNF84YH6OBwB/+z1vtLR+NBqWxoiFqMFgphzEPlsnP9v/s75+r+vVDRTMLxqpIRncsEfjCkpkPPXH3WJZwQbRB3mjInXANbBSB1Y+fPfrcv9Q8PJ5NBajw1n3fzB2yD/iCABpRZuqDB2BhrvyGve3VmlZYVbj3v/8NHOodV7MR8Pcn3niT6/okgQ54CETp9PfDbeT0KYj7LBKZXDg18fn5z/8fe9cBH1WV9V8yM5lJmfQyKTAppJBAgEAgAqEvIIo0saGwiKJrQXBtfNbVdVHcFbDLigori7iCAoI0CQJC6CSQBEIqmfQyyZRkJjOTfP/77sxk0hNImYR3f8mb++47t5133nvn3FMuXkgoZ8CQExgDrmF2WJBn2XMDW0jW8OsZWPYQSNgdGQwMj+czbqyzi4uDvX15WRnTlaJCvS1jU1cPT2vynrypu0S0DmEDXGbHh/h0eCEGPf1+IU9VXXtzPbZbq8/LCaU3KqE+8x3k0e5UewUApIl+CYWaDid+vCxyEkx6YJi1PZy9gh9r6LRMVpVxId8aRtLaGAj9mAhpz6enHvi/ycOnhLYGzJX3OQxUlanxwY4aH2i1I6ccBoQEcBj4CudeKtPW0la5tQAAQABJREFU6D/+y86/fnOfo3NXKu6tFgP9bGACEd97oKvVTgr0hjceiA1ep+AakVdXav/55x9e+Hahg9h66c0zwNVOZL08FfCJOw65C1hlbBmYNpz4MaVapZ39dBzMb6xHVKisrORv+59zbrYdjweuGWw+5AE9bDHqDC7s4Hm1Oi2Zgi3cmbW1Ol2dvlZfp7NhIDDU1pMSSBS1hjpdnUFvw4PwoK836Jl6HREnGB1TrxbZTRsZo9VqHRwdEUCprKysa7UKt/hYYQG5oqomM69CrqhpuykwBf5eYrGjkKFrzvB76J5kvTTd8fkOiQ+aeP+wjsP3JCRl7/DWQ8JTWpBVdv7XjMPfXoC4OfnBEZyo0JP3orW+8q6W/LThRGtXraEc1ELFTTBqAoHdtncT7OwFkXcEWsPYuDF0CQbcfcXzV8Z3SVPd0QjlMCjThuNXzx0cOjG4IKNs/fIdq75a4OBkvaxbd2CDa7MHMEC/mDARASeHz+joWRFwq/jX0v89//W9js5dZijSAxOxni6ARiQ8y2TBXq9393Mec/fgvV8k1qg0C16Id3JyshJRQa1WC9VKN0OdXiSEdoCwTlAIQHLU1zMuYjvpQD4im1ZVVael6w065+ioekdHg1arzM5R3ZAZ+HxhhLSOx8eCRq1GK8/Igi0Q6qEVHT6fdXWaOgNUEniJgbREIhGmjO6sSlSw4/P+SM6/kl3Bh5jUZoI+ZfXSO2BrxOd3va2RZc/9QU6wnI+15fFYYkjmV56mhniPDYz0/m3zJVya9MBwBOeykofT2lDXw+N5dfsiB5dOmAP25PAo/eCIJZC1D/wIBdrm1w4ueXd6ZFxgTw6D6+u2xQDhL1gOAxSIhA+uk6vo8Q/u/mzFzx8/9dOKL+bbO1jps3Pb3rI+PXFKbzjSxW98REVOdo99cNfGv/7y4bIfX/jmPvvOmG73aVR0+eDNXxO0PGFhtNBBsHPd8e21vz/46mQHxy6O/3Nzg8cI68kKOe4/cfuts2Xq9DbIIFaRIDza5Y3XDZVyxk5YfelSyTffBq7/EHJPnV5vY8vL3bQpb/uPwz/8l9DbG0qTaln+sUeW6isriS0QA5d4iBsMj117h1cGxgY/ZkdH4mRlVaICBCIPZ/vwQC/79nRTwJOrMxRBN4fmTtTi5IROIOsmQAmls9G4IL8i9K9KrcLpjKWxqSdzj2xJQuHURSOpUHsTjXNVugYD7HPGE/D4VrNNepN5EXWxDb6ZeHsSq8fhUwfF/Cl086sH//yP6YPHBDYB5k45DHQTBvD9Bt+GdTj6WnPzcYKo8Plzuz5fsfvpT+YIRcJu6pdr9jbEAGgMK98gNvBwVJ/qIBYu/+ddG1/45cNHoVVYyIkKnaUKoJRiFaI+HmRqQD/mrsFCe8H3axK2vH7ooTenOLuIrWHh0kBMhGBuRFwMWBs0nBN1QL1AYOvuVvzW33D0Xv2K8vwFvptb/j8/rEj4PeCZpwa99FLV1TSBq2vR0WPXN34FiyVoo9hvpynKEJ0zw8CJGUIC8ICFWsqAgT2TV1QApV3o1tzZG0ThdYa6EeGSB2YO8XRtT29Wz7g5i/g8W8JldmfqXm1Fd468L7VNJXjyidUaHU3ueWbs2LlRx7elJmy7AGLF09uX5sONtWcxAPKgLBr0xdQ5avyCobOWj/n2/w5ePZvbs2PhertNMUCJEEsbRJ9gCkoIG/dl78+SF6mw0Gt+ud2mCOKm3aUYML/0LL+PDs5Ei+XgYg+tQrWqD4R27VKUdEFjwCoSnmJqSUhbHD5l0OK/Tc9LK/tm9YEquQIAXdDTrTVBvnjEKxkHMhwiMJAMsmRs9ZoaRsC3EQrJi8jGpra0RHU1/camr/nOYtfRY7CYYefhJg4fJPTxxuJaw0CIk6jRuRhqhIqKimPHjh04cODw4cPnzp3Lzc1VV1fL5XIIDA1VujqH0RMByDgKojGBNzYcLDDVhq7qIcbYujkJPZ3t2/lzsRf2yOImp09ouDvdkSOEzSZk6CfW3MucZ8ch//vWFOy+N+n+4bC4swY53jw8LmNVGKByAj6Z5lHBJ0evM3zzyoFlH8wMixloLucyHAa6HAP0PYYj6BDvMfNrDR0FhHktfXfmVy/v+/rVfcv+cZfArls2+unyGXEN9hUMsBxtAxfl6CJa/s+7EZl3/eM7nt90r8iB02J17k7i4SXJxKrSypFjpY+uuXPzawe+funAo2tnurj1slYB7D0kBBLPiOgRkCWadCgZsHUCBuz16qsQEip+3qVJSbERCFgDpXp9VRUytkI71PEYESP08qq8nCI7cgxiBaiH/pkxBWcM0BVEBUgFeKHBUxSSAzZp9vLywivO29sb/JgZ+KYzGEmtAaHwGb6t0TiIb2PLF9pCBoKkhmbFDnY+Ho6OIrvSCnVhuYrcFoaBs8GpJFlhebVI2A5/Dr+NZbOHRYd587ohFqrlrNsZhyUol79pDOD2g/iIFlXXKHAVRAVcStiSjGdh8v0jOAOkm8Zw/64IIkHCHPFGs5zp1IdjEBR404v7H/9w1qBhAZaXuDyHge7AgJkULRsPHub38Bt/2vLmwa3vHlr02p+g07e8yuU5DNw0BkBvlivftB0iKvyLigo/rvw3Jyp0DrtAKbgRsjzfuN6gEf7wAPn6lX0bV+197IM73bxcenHhEmFMsRoBrQd94bBjBiUg2igZtfzHH9XJV9TpGbA+gj6hrrbWoKl1vmMMHA6Uadd8754t2/VzyobPwHMZK5BK9B+zJn+QCtAmSrH0xppgEUskzBenkByUSiU1TGqMoc6d8WwYfz+3uCG+SpX22MW8qhqtxMV+3pSIEH/X387mHDmbg03ZYiL8Hpo5RCiw3XbgSkGpknZgw9goqmvzS5UwKGq7S8xPpQWe2obqgqucnNAFSOxgE4TWDRZaMLba3BXjcZt//88VXJzyAOer0EFc3nZg7IuSiJpNZj596Si93vDv5/ctXzcrJJoTFZqghzvtYgyADpEar0WSLrAeed9Lk7a/l/Djut8XPj8J63Nd3DHX3G2JAUpvzRkhJ1f7J/41+8u/7lm/fOfKjfM5rUKnqKPlZ5hhpJE+T6y756sX937x3C+PfjDDx9+zt0QFRCjC7giwPGJ1BezGCMhCrWBDWGd4MKuTruBraOPphlPPOXPFd4z1uXtW8cGDZSdPRTqL9dU1iH3E2Nmxxkp4XYGC2EmzaEL4ULomC+cEOMBAakLCTCEb4MWFI0JsicXiW1QpgN3393b686wh4PjTcyuq8jQ+Hk6zxgYHeDuXV1UnXs7Dh1vq6zJ0kHdBiaIGAajq6nms2gE7PNwxxG/+1CgPl3biyGFeA3yc2xUnOkUbLQJzb/MW0dJdheQT2yzNXUG0Cse+SxXwBZPuH0Hl2mZQXAGHARI4qzkWZj0+BlqFjav2PfnR3UFRfs0BuBIOA12IgRZfYmgfvvXYBWL3JyeFDvx7nhzPiQpdiPPbuanW6A17lVIDpA1P7Hhu4wKRfRcYitzOeKZz9wvx+MuGe+AsvnHlvsf+dafvQK9eERXAK2MDBHD5+OSBaSLsPrQDNvWawsLK3Xtqy+UoMdjY1CuUZXv32YhE8EzI+PiTgj17dUqVbOdPFReTbAU8SBYkFBCREcgBoUDAu5MSG9Swg0wAOQH7MbBXCQSsdxA0iQoPUCwgcytzhypErSYhHySeTt4e9ukyRuLh5OcpthfysYGas6NIo6vzcnNwtOcXVagKy4kygQYuwnw93BzCpe7endlnjd6+bjpyckI3IbYTzYIW5z03HmT627dJoNYJ9w7jDJA6gT4OlGFmP3UH9pn8YsUvT30yWzrYl0MJh4FewcC4eUNqlNpDm8+LHO2mP0L2ee2VYXCd3iYYELs7PPHh7C+e3/Pxkz+t+HK+UGR3m0y8W6fpNcD1qY/mIDLBxuf2PbH+Lom0F7QKxHFZp9fXkC32yOIqpALWp1mXdl399zUoh7UQ9An6gqK0l1/T2zC1JAxqNfZEwCYJ5//+Htl8DVXqdMRLGDXZbdqI6TcMjVi7Ix32Xau3EUAUgKhgIMoEthsbOBIAt1ixRcgQqBRuBc+QZCoUmtxiRdgAd4mHGLsiBHiL4XIALYmniwMin8IzAhoDno1Ncbm6vFLD9kw65PFsUjPL/nswBd4LbQ8AmJkySir1dcWWeW1D3uJV7j1+iwjsXHWWFluoQkSFlTBAqj/ybTKof/L9MZyo0AKauKLWMQBfF72u7rNn9jz92T0DwyWtA3JXOAx0IwamLR5ZrdT+/t0V7EYSP2cYjVPejf1xTd/eGCCiAgyQnt/98V9+WvH5fDsR5xvTBQTh5iP+y4Y5/37xl8+f/WXZP6cPDPO7lZX1zg7I3d2dd89sjSwfTsBsXeJlgBw4b3V1DREP4NJsA29gxEEinhaAwhGQPFaiIEZETD1YbBJUFbWweQJRRhBdPNuOzQAHEZ8PxtrIWwt5qEdUDWgBPBiRGdiNjWm+s4NvgK9nlNXarPzKYYO8A3zIrsmDBrqpNboqlQaKAomHY00tkRPgipBbVKVQa2zA67PT5dvaJmeWpuXKSUmbCYuD/t7OMGSytW1nR7Y2m2n/IicntI+jnoEAdc5fFY+n4ff/pED/NXHhCC4CUs9gvn/0AvpZ8Hw8drf/9Kndz3wxZ0CoT/+YFzeLPocBaLdggPTrZ+fshPwxM6M4UaHP3cG+NWBnDyIqfLFqz8dP7Xzms3mcVqFLbh+w+uS6eza9vG/jyv2P/nN6cGRAj4kKHkiPLm0+CwgAiFDU2mJrc/hbKcHuCrdSndSFlkNXl1+stBPw/DycvFwdAn2cSyrUeUWKmAgJjJE0OoO72L6ssrqgRKnVGWD0RHuEEmTymKC7x4e5Obfnn1BfHz7QXcDvXiEBo+LkBHprrOJIWT2ItEe+vYxgqfHzozlRwSpuTB8ZBOjn3hcnYo3hk7/sWvHlXP8Q7z4ycG6Y/QoDoMOFL0zUqGr3bDht58AfMSGcExX61Q22vsk4ezqyBki7P31m17OfzhUIOa1CF9wkxJV64sO7v/6//ZueP7DsnzODh/j3mKjQxug7xcFDS9CgK2CVBsQRoQPp1meKrmsNhvzyaoRAhfYgKMAVaoSrNyoy8ipGRfn6e4sxDmexMK+oqqhcZTkoeGv7ujuNCPPx6oB/AvGpYF0wOjCnmwfh5ISbx1131AR1LvjrBGgVDm+6BF1Z/ALOV6E70Nxv24Sd4v2vTDbo6z5+4udnN87zD/bqt1PlJmbFGLDl2S56fdqm1ft+WnvK3tEuYmQQJypY8e2y3qHhg4jUkfG5eBFR4ctVez555udnPp0nsON4m46grR0YoYPdY+/P2vLGwX8//+vS96Zjo54O3o522r2Fy53yeqJCApUNLGUGy/5bhLlVoyN0YMPAIqpMri6pqgbHPzzECx7MmbLKnPwqREqFsZCTSAAPBGgYyiprLGkc+aIK5cXrxW5ikeU4m+fBKIYNdPdwcTCZUDUH6ZoS7lnqGjx2sJWOPGOAufeFCRARf/smGRQ8YcFwzlehg+jlwIABsGgPvjb1u7cOQVR47t/zfAM9ObRwGOh5DPDteH/++0zsh7X9neOPvMsPGTKwUwuBPT9grkcrxAC+hiAbCAoI6QZjtrZHKLQXLH57xqaX9366YtfTH93DbfnXIrpMKLWBa3C7KKUtYO3p+zVHvn75wOK/T4scE4QWWmy5Bwrp4FvoCIvz5nV1mrm1MbYYWrCFftssgvNEpVqbX6QcEeEzarAEhkaZsoqiUhVsjRAR1dfDEXFQC8pU8Fgw7cNGmoOd0u/n804kFbaLZ4SOXbti2tRRUkE378rMyQlt3ueuvtjujacdAuzeFyZCWDzyzWX444+bO5QLltrVt6I/twdd5KI3pmHfq4+W/7Tyq/k+Az3682y5ufUgBlr9Trc0BvBty96b9fnK3f998/cla6b6BfnYcQYhLSGKK2uOAVAaJTa6fvzHT1fw1xysxRJlRc3nz+2GeT3n1twEP2aswke2olD51pzNTQDaPt3y6uFH3p4WNTYI7bQN2U1X0W8r+gRLQcGy844IDZZ1jfB08zXLhm4ij3ara3Q5xVXxMQOCA9zzihWsy3Jtibw6XIr1u3poEvJLFNVaPeQEqvRALwiIFBXiEzPYz6m9eEdw7A72c8Xn/ibG1qkqnJzQKXR1Gpg+TjgiQfOOtV40cfT7S+cPprfbFjRfPIHt/i/PY0FlUEyAX1AvhCdrd5BNAKpK1WIPh+6O0tWk09vnFFTUwcnyBbzFb03/9rX9Gx7/aeXX87393TtYsc+B6Wr1eEB4/G5/V/Y5zHT5gIFngmoeD0t318/nY1e1jnTh4ulYeqNy65tH5/91bERsUMdpuCONczD9FQOgE0psWCMbMsu3Sq7ARrmIdYNEAtqwb0ISo8YGm/CCy7LBghoU7wB2cHBwcnICN3n+yNW4O4dw9GamEKCCmtPgEQ4d4+PgZYuNh3U6xB/VA6W4BEjAUKziF2DAJ45AKZI9tqgQ2lWWKatVGgcnEQHsjURG2P1dd0kXGCY2XZaVkL0R7Pi2cqWmsEQFXJfKq/mIamRrU1JZnV+mQiwmyhlSdOoN9UNCvB6aEenl5tgugkWIt2rLhmdqF/QWADg54RaQ1+GqoDkQBd5c2FTDWSIsyCupyyEbkqMBsxBJHk72KSVHfIzZd6Szj4jH4184kIG4wBKpO30hdrjbXgAsyCxXn5cNnRAsdOA8yboe//TlBWEsP72sI60jSOX2NQkbHvtp1aYFnn6uHanS52BqlLVXjmdHTwzGvkt9bvB9ZcAgPDOHgfeYk6edWq5Ou5CJQqTms6BvPHLE+4vH8xwohqluwtakwKF+IpGQknHzWn2iRMPunWTvxO3q1Y23CxSCBA4VkTwcHR0j7gioqqpSq9WUqUXHoDoA0BGwsGQzXSonIOy9q6urqkKrLkMUfR3KzZDdOOI+0rQZqwMjfZz9hMAqNhQDlsxyghmlyAD/eNipnODs7MwYeDpVfcjQAL4dYpLW9RY3gn5ZXonIiNS1oDtw3yU0gxFqDXX5peoajQ5oLCnHWxOuCDbQJ2ADCEd7AUpKy6tNhGycB071dQhHQkO5tjM5iHdk2aabEycndC+CKbXhyLL9PDeJ04QngyHEI9ENwy2/shQGwHg5YkUE70ckNzc3PKJ5aWUNiyhNyKp7Z9Dp1uXFqsQ9qUPigzz8nDtdmavQCgZAFUigEDBlJ3Zcxl8rgC0Xr1u244XNC928++cdUVdpzuy7GjFmoN8gzsKqZQK4xVJKeyA/cF14O8UvDZXL5VjfBZOB9V3Llxg6osBY3wWwvb093mB4mx3adElVrsYSGuDxyQTMLQ6pt6rXqGovHcmIHCv1kbr11hj6fb+UhEAnoCIQD45IEACoMqE5vQEhlDhxBMlBYPhl61m9pn7EpPBe5Git7TYBq0hg/YEiIAoJiIKQQLFqOVqA0VP6qNIHOe2kbP+XZ/+281EbB7ormWWNnstj/ObhdV+vXWJ3BAa+Xl+fkln6ztcnYUSUJZPr9NiboT45o+TIuRwEQUq+XlSuqLZ0TsCMEOf08Onsi9fKoCloe4L6+rqXF99xxxB/aCfahrzFq5yccIsI7FB1PJD0lQe+HxXoU9dEiAfp4/UHSGQAjAcYCS9H5Le8fjBqXFDk6CDUBUwPPCQdmlXrQLUa/cXDGUFDJcHDfa1/tK3Pw4quUKoAizZx+SAwZ4oqBY5k+xiye0xDYlXGhH5YJo0ssDmLnVN+z3N0digvqnLxdAKBNUD3oxxCPKX8kSMvUkbEDeRskLr8xtKnGHQFCkTj+Igij5UOymTgpYREO6WQlFxZOrQDU4JasLm0sTHQq10+vB5uUF9rSD6aFRDmFT46wNJgoIeH0e+7o1SEzyVmStn95nKCmaKQAQeJ9xs+moSVJF9S8m5EOYjTDNbvkdbGBM2owIMJrOKpBFaBK/IVafIdMckJlCEBDGVFsFTV65jEAHp9DG0guckl7N9WoajZ+0emLYOvNQP0QQdyLrXwSkYJiFWr01drdOYd1mhdxEWFqOAo4gsE7XysYSzWzQ7MxtlwckKT29rFp5Sg8bDhsWQ/pvV4OLFAgk8sXnm0pEmXqAJ4+iTj+cRXNv96eXislDwcpqe3SRUrPMXUspILK0tUQyYEwZ3RCkfYh4aE+05JAi/rgZHekBCqqoTYWB5IBhVZToRSCKU3AIPYoIw6veca/PkkwW4UGFctq/SnPMzeFOXVQycGOblyNkhdf2NBOSAqtIs3GF5QEBKoZXOLPQEYCW8wut7Bh/Rmo+9Db7AWJ2VZKEsvxfut3xKbqjL9WpU73C2dLCfdc3n60qNfQPoqM38x8d5rPg4KT4/42gp4gjobHSgQkNZPdQbZ1aMyydS4bjcNBSqo9I4jfTYhIbTIh1AMA54mwIuEIr6tALWQb47/nimhN7SL+wI1QX1CaYpmjNqUrukH1AoMYytothvSFTQ4umo9WmeLaMcNfYHO44cPfOTu6I74J4jt7QR8YmXQrYmTE1pGL30T0efHMm8JjecHp+Zjk0wTSPrJxPsOGbMoT9tvAknbBBieRiQA29pgKa735XjLcXYwX1GkTNyTNjQ+0N23f1q8dBAPtwgG0qL0APqBPxlIAiUQNS3pk3ZhJkJKb5TSeDbwdDLSD61CwW5xVNZZXVVZc2YvbJAG+A3qbwFh5dmy0ho7aaR3r5jGUyIEl4AMEjLgMMysWxNiAABKcMQbDJBI+GWXeEndJsB99xTEdvqXq9AqQLfQd2fR4sjTv9+9aZvG9+m5K+f3wnaNhEpMegD6KrOzLVs3+9iMHfeFC4lygH6UzSM3A6ME8DgFvdna9poNvXlgHcxc++HkwWMho3+eKO5ghU6DKZITNUPHECo14YewFmYhoTlKzT3gEq1lJ7ADK4KEEprMMH07Q19I5teSOdNVs6K+p9AsNAgjNM8WNesFcoWDPd/D2d7TxVpWuzg5odldalxgZuXNmcbXG87w5DScNM7RS/hYopg+nK19XwFAgelziGcSTzWYPPy00X7j3qzrrLZGd+FQRvAw36BoSR+dQq8jFHgDFYB+oFxCHsQDaYEaUDb5XpqHSquAfkBvAj4U8SRsBf1CmGH6a4a1QcqVF6shLfQjG6TK3Y/tS2WYBduXj+5xCQiUQ6mF5fhBSsQAKfvb77+vH//SYt/WCIk+7wBGBuu7PELFfWN9t7UZNS+Hs2HaqRsIMRl5hxRbRjQH6JsliqRfNBh54f6s6vneDm3NQVOUrXELcixLzinX2Q+I8nUTESQoZbLsbBXfwys80oOcaxRFZYwjX519vcoxNDBEYtpASq/OTCqoqub5DZVKXE3Y06iLKhkvJ921K6X1Yrfgwe6MXFF6o6SC0cvz5BX2TL2jk4+nqQXT2Cix0TPkSSLf0lY/yqZ6VvCrkR3ci9Xlayevj50R2kT3rlOqGJ5GrRWJ3ZyYsuxyPSKhsNgzqNTVDE9fqtCK3SSexlpKWUmFzk4S5EqXEqorNUKRQa7SZ23ZsUMx6rXhHmL27lhiieZb+47gqhmHWLokCGU/RlaAtX47BCzF/JGUX1altRe1w5/X19U/OD0qKsSru0OjtjOOfnsrWpkYFQZwBCtGV8vKixQ5KWWlecqKwmpFeU1tjV5bo8cLCC7/diKe2MPeXeLgGSCWRnr4DEQgW5LIx5Bl6+lDRbtCHs2CZ8Mp7aWVITQUowpOyGNJFoOJnIDUcLnv5DDfzEsFxAZpfKBdH7VBUlVmZlUZ+E640T2/mov7TimK6qNAmbDl0Gtq621hzdEqHdBaqMjnwdwRDJ5xJbiPUlGr82zlQkFGmaJMHT0p2NGlKUvRSg2rLjbIbkBIQEo6VTJ6dltLvHJZicHJTagqzpbVugT6SSlPpqpMvVKkYeyDRkndCM0YymRKB1db2ZUCjYN7VLS3iUdjyq5n3SiqdQrwCwsy6wBNvOCVnFKtaGCUxKVeU1RaUy5HO4qqSheDXuATIDa3QEbZOFFSxLsM1Nj4Sj85K86RK8qqh0wIdPXqJTOdrkVkUc45pfj+dVHbV53LqIyLbsMcRlXw2WOHG/Y/u2va+88Hp2/536bNcmGISJupYeJHvflWDJN+cd2qaxij2JdRFh6LX7fo7mhHRlO4+a49oGqxmFEqmVlfLZ0YRL6P1ennKDCdU/T7D8VdP7LxKxLhbf/rvyYo9e6Lp694ZCC92vxI3299RkhgmPx9Z/3XLhi7Z8eOTWnT3os2P0eGoqtfLjqWS2d419gpiuuK6IDKLReL/zT50egbG97KZBi+r6++sJAZ9e59C+NEJ9f8cEI4eIxzzmfbmCU7ZhWu33HwuIbFrXeoL+SQnDMpA6eOdDXih+Ul8GlujsDWSsg3qK+IXq3NoS+UYz1FVqwoLFe3+6UGlzpppHRwkGd3G4K1zmX0BYR21RjNjDtd5ofdrSyj/MofsvSzRYoy8g4EAO4ZfahoxqaasOzlhdW5KeX0WbMX80NjfIaM9w8e6mNedbN8Ji3vOli9dgcPeFqF/bz2VX2CeZrlBYrEX64OnRDo5tNtylVzZ12dydz568bNiILMX7Tj0ba+ml3dr2V7IAbC9PP5oEOevvCLhxJqF0z6658DLGEs8yz5kAPkTNZ0rU8KmZYz6myeNQtJg2ezX0ifj4MkO5HCDBmxZGLO5u1Z2tltmB5p/njl5+OFZlSFvPbbVN71C+89eU7LiMSMRsl4LdsxL4wv+2LJARA04ytiCjXCuya8+XwEjzEkf7p1606N0JevLdT7LpmxcrGUNNSUF5z6+oySj1ZcZvu4sPHsBSZ8+Iv/GNlkIZS9Sg6gQDaPn/5Mgdja9vz+9ODhfojfYJ57H83kn7zGiAdERQcOYxJPX6iMntK6oMDnQTCymz/hxacjhIxOXmYwFCVDSDBKAmVX37j/2CXZsOF8wv3O2bxsbAAv+cOvt669POW7OPm+E6mM11MH5kn5hjNvbdqx5lLcxliyCsMCx6994O6RzgaVQsF3chs1//2Fsr/POHLf94vDOib1m6jO+u9A5eGdvGnfebgJwnesSkwqi44xaQt5kogZD57ZKBv5j7ciKi8lrP2rctZUsfMYUcbOS7on5saLM2vefmhhtIjgc1vWTGflrsOS136LFTOx9rKNm9+89s6LQw4ev/bgd/cFMHVFO7fdqI2BkEDRYUaOOdMRNAGYpo4AdyMMRJv+/CJhavWGO+ND7/tTpIdLm5o81orJz8Opuzdjxq3k5ARCz1ROgJCg1WhTTuWf2p1RnKPEZw0CgPEbRw3JqIUZkcAhM5CKoFf4p1Cq1Sj1yb/nX/4938XLfvRdQSOnBtk7YvcDo6qOhW444HlrOLltctrq2vMHroeM6HOfUk3GecJTIdDLlcuK6HjzOmvTO6ctKy9TMs6+juqsgpIanl94gKcT+UCWXc+9UVQjMmnh8fErKtU5uAkqMgvUAq+oaFY1T5pntfA6nk+E1N+khcfycDVj5+bK5F0u0Tk7B4Z6M1WVihK1DnRXU10JpbLeTtL6ai55s7PaLbIadPtRHbFBOkHiIA2OG9iXQ9OoL3+v9F0WHBnLYz69kqmKi2x92VpAPi5ey3fNC3FiqsvUQkax88VzzPzJ7z8dyjDqX5Zv/WG37LX7GPgjD1o5+/HZvtWpiX979ljS4ohh+hQICVM+XjwjUlR2/OAHb53MvE8aArasGS/o5Bny/m93ZH61ZbN24ttPs7JE00eh6fntQH7wCM24kA9i68OKU3LfNFd2yoV/Gi5kHAfFMzsO3jBMMb2Mmt5Vcl7LMLHTQ1gtq8DNU1CdqkDh8VVbj5uA84s1w+0RbiFwcAB5GYbPDGH2VlSDFitqmLtgrYUyXvCEAObdajTFtkOAx40kr1mek7Mx+qyeBGzQE+fPfpWqk5NSCyvVr/zE1JBPzL6fs2IeCzbPEHMWeuETwis/V8DED48e6mcYPHfss45ivu4CASI4GQR8PisvL1IzYneCX4bxH+nFrJdrPYM8fP18nXhChqcFZrUEuK8n8gnr76wTeEs3J2Ggr5uPe/v7rPXMJ/22lhOofgBL+zD1hpCQejrv0Ja0qpIaKgNYHnEzoACgtwS1QKy0LmiWnLKUi2hWBKyekRfXHPg65dj/rk+8P2z0jBBi8MHGa8MjambUzJm+/tx2dvxAFz6llcVKbLAgEPYR8lMVJ11hxLESu7NFV0/gfd2qnJD78144/zXgZP6095/2+/2t/+47bvq+DYl8ccP4iu9/tgTzWDLjJSzcVmZ9tuBwrqkyXU7DN/voMz8nUiGFvTTyvfnMKzvPU7B9ZzbsQ066+uC0vqejMc20B34LMkgcJOzF1ldtkCoLziiZcSGOjKu3L6O5dEURGdcqEeqqGfGSWAgJSA6ejowqN1vJaHcmvLwzgaJaOAxcAw//nuwOAA7BvmImGRJrBANDIv6AgWTB1jM2XMwcyCnUhbCmIAC25AVpO/2B76Az6dIjFKen9qRBVOirG8hUFiQVWhJMZo4mmoiLrSZRkG8TZZLbsu2zfBkD3nrwYLdzcjSkozJlYmkr1LuqgXnlNWlAzMbfbbVH4wUsuJSWavhubp6uTeq3V9NarutObSq5f8fiGHahP3/PTx+tP5/5cLAZ2wRlrOTkHu7JbCsyvBUNZUPZkRMXBgzDFUQrxVF+tYCZNsrbs4BRluIBJqsEOg0TGyZuhHC0Y8K/XmeAuxrAuNQcA1j/hRxCV4GbX+2RErCRNbV6hUor7PBdwnh1BoRJ767x9RFGrRumD4YVEgISrIyK8yv2f3UlO7mcCgCUiYecgBtGpQX0b86weSMdoTqAcSQDhPBAZQWW0qqVtWjzwuGcmcuGBA2WwDMBK2q3w6IaQUV7qSxfQeIgTQhy9W59XbS9RnrsuvJaTjnDxC2MdWf27DucVbQ6ojXDAp4dAhRATnCbtXZ8gK4wo8pJnvgHhATxtFHPrQq/vmnf9p2px5NHRbNg4mkjHryLt2PVufLNZzLvCyj//CiEhMinp00bVP7NqovHXzox6sAsCZ9xgC26khHHR963JER1MVPv6RS6ee64Ctk3q87h87D0kQC9TiSG3qp1dBC7o9tSmWCJEpUcoWnSoFXw7YM2SGUXrsP88cizW46wU6rYn2eIi2rjjjO1jXh4cPmRr85dONpRq0E5D5FKGUZGWAx2PZLRGwDQ7EvAA4DF8m1zXrAJG8KOTK8pKlIwfEeJpP2VMLZC/zywwRuuS6N8QmP8YfbXtyYpv3y1nAGjPzsAPq+qnA8XJSSnq0PgTtB6Mq2CEAihMzhVeZnSLoyVMLVllSwtglozrxcxoyVM5slcRhzszGe07vbMtqyy1RHgfbNPyJiQESxNst1YrIyYu7VjNClZ6kiLkWSyCy7C+dPefrphDd4Mb/2ZoiOHDl7hLyOPIXmaHfwQjyh187qUV1dHEelAr8i5rNGW5+Q/EOA/NMKXOfzB1G2Dhujy7Ie8+p7gkBNzZtel6Bretk9r5nwV6BDkFef7w0drkl953GXfp8r4dQNzDyWUFxadSh01NdIRD7N28/F/lwbNfnFk0p+/OXLHjPc7pga0Nhx2+wIrfVix9Avm76YSvrS2PDvCOhLuEpwhiYraqZawvdrBMzfOXC1v86vetMkKpWbFvSNudtRNW2ty3uzr0OR6/z2FnIAENULaGdnuz5I0Kh0og5UNyJFNuA5aIScQGVhJgSUdFsh076ligZSzoMbbZAYpzlZ991binxZHjZ0dTmDYxDZ+ux80atggpYfE+AdG+Vg5LvISCzBCRUGVA8tgZckMElaB3tqwI9/600RiCeobwjDpX5UATHn62qaXM2vLydfv+pniaPZ7OHzO8JBIwaRpl3Yc1mv1upJsfG3Fd8wK9hcNiA25eCSzqkLDSIxilGj+C+PDkA/yZTsVuXnWkjb8vf0DIEZwqUMYgA3SFdggFasQB6lP2SDpUnbJmGnjXlsVAgsE+clDH72bLtNHsQYbHZi4kwt4KFlJjYOTtwNISKM282CKQg0T7WioVEEI8fEWCfVQSulLS3WMk0CZcq2cEQUNaFimteQFaa/gbrAds+UIqlNPEw9Ucfhr3Rjh0bJDq87nphRXFpMNFuyd2DVhqx6seXC6C/+RMbFxYTSgkFNgrC9z5L8586KjzBCNMnqDktFY0gYvYNii+de2PvbNkSFeduWl5YXMol3LB5E6+h2Lvj43hJ97RTPq3SEQJqTT75B+uu+DqRupH/OUj4ca0aQHPfIaERZqi/zGxDL7Vm29LGYkD8x66oGARsPooyeS6OUfGxiVhnGFGGbQ2gcu/yKEqYGFOgNdu0GlG7Bs1lN8g6ZSwwQEr9y14MIf+XpPr0dH+vLIahQjCXKoqmIe2bFESuzCXOd9tzjqSOqZw+VTti4NkRhymZinvmC0OqwNOIbcd8+igCKPmFAJnyd8Z/YwN5MPRB/Fm7UO29HebtHMiOhQn5yiysz8yhtFVSXl1WrspGbDI+vS4AuJjg2pLckBIX2jgjzGDhsgduzwe8PGxsfVcXSkD6LodAdublM5AXIeFJ+IQH9ke8rx/2WYNU1g8xvsiwjrbxQZjNIAe0ZkAJSzN5raH+GIewMqgBSAI7lPFroFEMavX1/JSy+/5y8jHJ0cYYPESQuUlIGr6+dk+JRGjQ8UWG9IQUXKIcJZpa4/lsqOO+Vi+dg2uXOPZgF2PCJcvF0YncQlIIZxDrZnZBQBOBr0VZYfWZ3liRmIbOVuccJmm35G6XWDHm4LtjzWEbBpDe6cxUD+9bKqMvWwScEOzm3ZUlgRtlQFv11hhj04QEzEVMYhJpRhEs6kqqUWC6uWo9UVMspG7Lvr7I+j//7sgZd/cZN61IBLG7Z20UMs15e6dsfaBLfys3ImPm6kBCqpoQsgtT72zcVYt8KzcvH8yUaf0Wa8IO3OeYAns/bwy8cYoTT6lQ1xxOCBS40xAEqD4nTwHQMlge6Nr1jtme2wF2dFiM18pGDS+rmDlK0/KU5+Kz6e69boOi/66QcHTM9Ku1rJdx3mH+rnDz8ZeBeIw59aF5h/pWrSypDIIFY74RTw1N77kk/ekOvsAocFGgNzQSMRPBoMbjNDSsHE95aGXy+GY5bI3Ti8gLtnLh9baz61Wpy2NjBJpKW0w2t8yvBcPcIsHcidPGJmeJibwmPuGx0WE9kgyUOWCpsSE2aEEEijLRoXuZqd0d2Mi03mlrhMl2EAGxUF+7khxC8bLrOuVl9frqguKldn51dlFVTlFFTJyojkoMcWu9iaGTGVyfZr0DmwBimmUUCoCBvocdfYEO8O+CeYKmFbDBsoIsynXZtpxn50bfPW1xokBPD4EBJUStW+TUlJRwrAtcNeCEcMthGvD98DIvaRcpphjzhr0CGQS6xcYM6YT80SIxEpbGwuHyuoKq++/8UxLm5i6q4AUxDU4lJpXuVp1gbJxYv9eFgbRsoKLkNMiI1esTJSqMz54snEjD9kbQacYXTUnIOdiHuwCzEb8g6486koB7362sFkTZAblRNS96eNsuedOQs4UITA3Q+aec3ZQzLviIqkTBS2aUvPyhPlqTmZMnsXkbMnGz+7OvXE355NZXwjX/tufLOvrLWhtTfHw9ogXYUNkiS4L3BvIp9lH892DzM5JLgGr/rCno84RS0n0Yyts2MYo/MnBRFHxv1jR3DSaZlG4DDtGYk0FCEpy2oZ0aLNM5kUmWau77A4X3blSjB69RL/6VczCgxTHvKHe72xhxZ4QXJFMmPWm8NKCitqGYFxwdwhbMRTH4cw9k6czGBEHVbRaw2Xf8+uKFCGj+4Tu3nwPEMt+Etw7Z7eIWapwTyrhozIP7IFUnQLDR4LebYh6fEW9AqSSoMaikjOgn81X+A5uUob1TVfEUgaj81B4h3Smg2ouVJ/zKR+f+x6iNjuh5OZK8eHtOVk3h8n3+KcKKfGMmNgvsvLysG4Ydt4GsGSHsH1UaYLRuC4RPNYLJbL5fgAu7m5KRQKnHp4eHTK4KfJcMBI8nlg2XmMgAcrZGdHwUAf51EREtimwDGkWqOXlSryipTZBZVZ+ZVQO5SUq1RqPRhQWK/U1RsYA1kBxBSwy7Jdh/0Tmoyhy09vOzkBXDtEBfgk7P13UnJCIRUDGDaQEYtcqArwS2QD/LMeChTnpMQIbJGBKAiyoO4jrLyBUwJJRAMiTlBQksFpXkrV9++f/fOb420db8fIMwQXrSSEFDx3ID10pP/AwVZnRVN0Pg1acOm4UH+JMyMJDGYSk85ey9XEtByer7YGUyRr+qbkOWV8/K7vj+9NfG9vIi0btW4E5b/K9yau20vKxPOHh4l4Yc9MOHH8WOp6spcW0qi3JvizT2c1MVyqYeUC9gI9iJwCxEz52dSNSwBOYl8SwYANCcKoWlY1WFTmsuSVffl4dkUxy7112zJM1yCaL5JGUnsz2h6vCbfUpBcHia+0SRHMOFy9Y2ZYPlzwSdDzXb0jGxWiGs9/ZJT/yCb1W+YFAdSUURM5SyNN8kyTNm7vU6LFKlXDI8vJzVr2WO3JG8ITe0XOt16VcU+iokv6inxgeuQDXdJSf2nEgkEz6A1/nPwDPN7o0aMhAyiViF1pg30hc3Nzse+Qq6srpIKYmBi6mZVarT558iSOCxcuvHLlSk1NzYQJE25FTmiCUHQNsYH6cgn5PBgmebk5jAgzSrc6nV6u0hSUqrNk8ut55Zmyyoy8igpFLVauWeaxSWO9dnp7yQkQEiBZgoAOfpecdBSaBIJ33BHcS/N9Md8elBLzIgpEOH1ySirQDFuOAzRGbNaYMSqQaEUTPM4o0I3U8h8+PH3fC6PpxrroF4m0edsnqOCuncmTFyujxgZa1bamzsPGwYTUPZjy9s53bp49RsHzbeW5CXzgnuVjVS5sxBjTLXW+e8OyUclZWYU1IhcnjwDPgADHnEvkYtxbs6KYikqBF1ZzyblnxEt7JdDCqxAXdViIactS0aRPZkfX2AU08ffmezz08+Ip1+VqxsDnG5dvudVcgsbOpPx07MVWDe6tTd1NZ1rsM7D2Q2Oljq2QcZ+ZRJ8aKHbzOLP3alhsQEA43FVvryQMil7y9O01ZW62vYUBiAHg8aAcAHMFISElJWXYsGFhYWFnzpzx8vJC/ujRowDw8/OD9gApIiLihx9+2Lt3b2BgIPJUfuiZwQsEfG83J/wNDzN6aapqagtLlQiQ6SZuQU3XM6Nq3svt8qEAp44ETQLkxUu/557YmUVsiVgWHSv9JEwR0R8QXQJ+qKjAWh1R1wNcadAzUCMlHFl4Ak5qs9ICaYdkyRnbCjlhHR7gt8CW2tikJRYf/O7y9IeHOjg4ULGVExUIathUkluprEhD/EpnD2uxXGiyYuoW4NvIpMM0cvoLjXlIpKVJqbFYEh0qibYEZdUDLp5hliakuN6SFr71HkWSUMtlZlTnVnMtkdyhvLKiGtwbsSAP6gs2SB2aUweARL4L32tMPB2oxIHcIgawf2pa4o3yQkXkWKnAzro/vqrK9GtV7uFSzyYrFO2jQPP7mj2nixg7e+95b02UWhG30/7QOQgrx0BHmCXAQHsAfq+goAD2Rb6+vlqtFty/nZ0dtTjCYnF6evqgQYPAg2VmZo4aNWrevHnr1q1bunQprI961yDcyd4udKDJ4NNqbsbtYiJPhQQIkQU5Zfv/nQIlAsvC1yNDGHp6NGdwSrwYWF0Drjf+owZFOBLRgkREYvUMBIgVGciRVTyYauGENMW2QjOJu3KunpdhMNRszmqIwSoGUqPUnv31quxaqVWMpnsGIQrwk8YGhvtZuqB1T09cqx3AALFBOpadduoG2LgOgPcaiDxblp5aou18/9rrF9Y+vO2zV3766Xh552tzNboYA1gNSdydBjOkLm63S5tL/373ppcOfHeQWD12MgnC7xp99xzvwrO56qbmks1a0svWTt2SSoL3cInDQJdhgPJ7np6ejo6O0BsMGDAAa7KEEWONRyBFFBcXw9zo2rVr0dHRMDoCM/biiy/u3LkTJVhNvrlx6JXyUnkTUtbLS0uVeAo0SmWTKzfXR4u1NEp00uKVriq8veQEiJW7P7tcU6MH3w6Pc5alN2Zwij8QCD0ig+v0SDL4Z4/INPpjRQmAmSvSdgCMjDGxTdG+qPQBL/c9n19RKarhWAOYrrqX/aadOkM9Vt2Sf88y6Pqnqb3/lIlPvTc90pPEzOaSlWBAll56du/VasVN8OE9M4PK3Y/t2/Tsz0llne5O6Bs8d1W04GzpxWRVu5Uzv/r6ja9k7YJxALeCAUSFPrf/WnZykbW+/xVJvxC+pnB/VnVb8zSUySqrVYr0xKvJySWmlzVPEi2NnBDSNJQCNps/f/3C8awiuqECgupWKvJTC8sRijerpCi7pKjMzEkZ5LLyImwwfNskg+zqb4mV7U5XmX39lw9/2vw993i2hSqYEpWXl2MRNi8v7/z58yqVSiqVlpWVoQTl8FiAwsHd3T0yMhLyA0q2bdsGU6Xw8PBx48b99NNPMtlNojf5m0ne7s9lWsrGBfvcvb0/Py+Xn13jvPp4W4O+6Wulx+faO9+/LqHy6u4v9+fedDNtV7Ru1WfbY+/wVbyLQSIQEs4cyMDeV6hHmHNWDYA8iAYAzfVZ0AcQ1QFrPwQoNkOUEOTNzlZpUtcSvtX22bpoQlWuOfzflDuXRkPMhZ6ree9o/DZPxTlyxKWB7bjY3QpskFSVmVlVBr6TNNKjwzGNyQ0sS0z8aX+JnZCpdQ5Z9HRUuzMxaHQMNsu8LZ5LqyNwpbwm8Ze0SKu0QTLIblAH96RTJaNnW3okN0KjtrJSrrdlSsoKFLyg4VJjwEon17CRjtm+fxQ3pt2y61k3imqdAvzCgljnY40CvFox0eSVFBXZG/QCSYAzlWXRbJnc4OzrYU1Gs40m3udOEFsv42J+RZECO9ML7a1MtViUc04pvn9d1PZV5zIq46Kbm1JSdKtkXyw5QFYyEX2rUCO8a8Kbz0cYFz9oTAXzXdEUbr5rDwiYbpUw66ulE4MEsv2/bfw3obZ9//fLb0q9+5IZK7EtPZIq99Mlh5W30y4c1344efBYyOj2dh1x8PURKxLOCE0SmRm9bMYgy0rRDYhmt7drfOX2OoNx0eLFi8FTYR0W/BVkAMxfIpE8+eSTNNzl4cOHcQnaBlxFfsH8BRJfCZi9hfcuBBcHN+ibw5dACHuhjXvPv7dijNE2+cKe9WhK5MB3G/ZifoQpgIFeAw0DDXLdvCO9RqPHRpgWDABKmKYFDSDKrKPZb59Pej1Gefqdz876PDGTfYKat3trJRbDubWGrLM2Xa0BcUBIqJIrE7alN4Q2Mq3jE6cC1kWBTMHExyMLOsPyvwUHT4QEJAJCJQ0cyblJkkAjRPpgZQmTYEHhyRnbHe2Iwpz9NXfoRF9pKGi1W0QFeAZrm4XJIRPozoStrLqweXWV5uy+a4gn6B/WVmS+LuyxtaYyd/66cTM+iPxFOx5t9avZUuWqnMKMS3IGLwZfd0O7nnya3H/ddaD2wRmvPdYtT3tLA+ziMm21DgxQFzfaZnPY+7bN6527CBUWbJDkRYiDNNAWcSqsJslOpDBDRiyZmLN5e1YbYXllP+7cuI18hYRKjZaRPLX3HpOBuKExmgzJn27dulMj9OVrC/W+LItWnZW67tlkdsbnPjt9jokY8cp7sVSyzf1x96ZtmlFrFy0c6Wg1KOkPA6koVGKDhahxUk9/BFC2lpR/EpvlDYiKDhzGJJ6+UGkOvd90fHwGuz0OWjn78dm+1amJf3v2WNLiiJiWXtX5+06kMl5PHZgn5RvOvLVpx5pLcRtjQx6Y9/69sr/POHLf94sbhY/jk73AmU77RTQdXZ8518gO7sUq9LWT18fOCG0sMep1Sr0tT1VZquQFBLnyRM4BASLGpPJUykoqdHaSIFci/qtkXy85rH56VnhQAFOpqBU5irGddj9NlK9rY3LgqXAVDgk4UmDqdYAj1AuQEMAQQtWg0WgQAcnZhaySmPg4LNPxb870SKcNfXi1/6ZPfntqzL2EsdZnfvkks3L5HOweokz94YPksev+PPj0l0/HPbkxOppJ9ng7edfrgdf/+02Wu+azO19mvlDsm/b5A4Ne3gVHxuQ57//2/UtTRMqr78wZ/EY5oJPf/jXj9Zkh8sv/XRC9qHxydHIC803i4Qc8fx8f90Yy88bQ809f2fUpw7wxLP2bE//5c1NVHgZza6mfywkUOSAU6BPOH86tNu9pZSEPGJUDrAMyOHhWDGB5fdb3wESRKAH3Q/kGyvSTvKWvs6U+gbTDqiMAY1luEjHYdvRM4u4c/+c8TV3c2p1sVrssX5GUkNmsuI8VwGQ89VSuvESFaPc8fm+ZyWkyzlP7P/2Vy4roeHbxtTkiNYp8LKq5OTOlBTfKeUGjpG58hnwLH9AdWP7NkWoaG81UDVr4pIIqhDaKkPqzAbCryyoVJVW1uK6oKioqt1zNNdXpA7+Je1JrG23P2gfG3HyIsnTsxVYdPTHIavZiU1/+Xum7LDgylsd8eiVTFRfZGhdlZ8/4+r3y3UQ3feFnM/b8dKhkZUvKB0NRCoSEKR8vnhEpKjt+8IO3TmbeJw2JjHv/t7jMr7Zs1k58++lGkirPDuyLht+Yh2mON67kJjAAQffi4QxplE9ojL+NLf3E3EQzXVhFc2WnXPin4ULGcVA8s+PgDcOUVkP0433lKSWrpw7BvmImObNAHePZgiSprqhh7rqD3UGcFzwhgHm3GhUJd8uu3eotTTVQKJL+9cBSPWPbWPvVhRO0rqby9531X7tg7J4dOzalTXsvuoG7L8v67P7DuQzjMURcfkUpnBb36upo01q35uSaH04IB49xzvlsG7Nkx0LvTFkxw7jnZF6TuWQu+T7xrmnvPx9sXfPsitGA0QcTT8WAm2tPLBbDa7ntutXV1eDK4MbQNljTq5rq2DufGTBh9amP7o13Y+SnNm1cufJYxP+OEriqpLzq0uNr4p70yKipDxExp9cOi14/XTFX+dzCRRt+y6iZID34tGDr2GP1P8czTMHaYf6rI3IeuXr/j3PP16+IYeTHh7n/da78ndejFy1OrvjzUDdN5o/2g6aFVCQdTXx/wcE7jrweLz89kGaajqorzvu/nID7DScVpUJ55pccogtgE+Hd8U9Yf5b/N2WNZ0YYckYrUBslHFmABnskS74fL3jsrUdf8zSDI+Aty1mZoaGzlBNFE+6Tw+keWgvO+ojFesuHwsxyRZk6elKwk6tJedcyYPeUqoqTrjDiWInd2aKrJwqYVuSE6vSLH6261jACceCqH6dLyBNmerebr1VmfbaAfABoil/7wN0j7fbe/8M5em7cVyHwtd+mswsDmt+e23LwituyXQvDWuMOTU1xv12FAcRBOk3jIFnDTrqVBWeUzLgQR8bV25fRXLqiiIxrWVg11OqEkwIJ48b3nTaf/90NOCS0YKSkLZEDYgAbwNczNlzMHMgp1IWwFgvNiJVgNOSh+96+r44vskZBAS+Hkhvt23Z3FWHUaptwtV3TcG5KcWWJCjZIDuJOcidd079FK5UFSYWMdmfCyzsT2NLMHE00OJsWE1mwpe83PXbkYJrwE6zFh6meaY9wXoeIyJbfeF3F1Er/+608vJM37TsPN0H4jlWJSWXRDQoZz+AZS0Qby+546flQbWriG89eynw2mmJYm3p612HJa7/FiplYe9nGzW9e+MeGkcN9s8NWTAzjM4O2L4gXtWYr1ocRCF6usrISAU+x7Nut00DYem/vFl6b7XWq1LhGLt7AvPJrZvxD0l1vrtnwmcLr4NfmWllHE1Yf20EfpTHPH81X2jPZvzPLf10xJQTKh4SNy7frICQg+a345v0x/0l744FlyXFL10sopWoAAEAASURBVHq+f8+4MadrvtekfrRr5a8/DyVvd1HIvcdWf3b0inw4kcrJU8gu4rCPI066OjV5rru6+d5uD4QF6RN+Lamn8xUVWrrMj0Ehw7LylKtnC9ih0kITf98A01o55AC2TVKZlTqoGwM9ZVskB1pI+moMQ/bthpbDd4AX5GOICkjmOlymCQZgg4T4lRFxA/1CYAXYo0l5Lacc2x0sjHVn9uw7nFW0OkLSYv98uhLktuCLO/I/2Zd4JedUqmZedPMPrOHM50chJEQ+PW3aoPJvVl08/tKJUQdmTNs8d2yF7JtV55hpo5Y+EqDXiczODApAE9MlLvUoBuhOuvIiVXjsgN61QSq7cB22Bkee3XKERUDF/jxDXFTDumMrWFEp9IylNNGqDzMx8zCv6bbcLB8soG3Ll1rpvceK8WboSTmh++aFCEinf0kj24T3aohe+eWr5Yzbsu2zA2C4osr5cFFCcro6JLoFLQFFhaJQw0Q7GipVIFEfb8vXnSY7TxMWSkqE7vbMtqyy1REwSso+IWNCRpg5GjtGk5KljrRsnzW/LL899pWvTk5KLaxUv/ITU0NU1vt+zop5rEEPANlLKCSoEoZhX034dxiTsqiKEbvT59F/pBezXl7N1MKwEKbssNdy8LSasOKmAXfJL9ZS4X8Ma6Kbswvq+BjQBeyRboIf01YLIh5cuct7b+mfhixNWFkSIc7b3dCtQOjsat6zhi92FzO4ZdEe7JNVU5bNeDib+HG+i3dyUhF/3QpFzvg9u/a+cs+duzzeT3+HmezbIL24YuPXnkqmcfVUfz3fD0gK+oS0xBKjCsFoO4SBGJlydo3fzN838PTkOtEcsEOmGVZbQHQEhPVnfwjrb2oIXD45IRUszZpMgOyvEZaFYaGvniqZ8bAOGi48AxSCO7aGATg/pJzIge04PqW2PbiHbl5iAYakKKhyEOGbJ8uSGSQBrbJM4gdHjw4NqF4WnrjqWu6lMqbJDglkbrqSbPD84jtmBfuLBsSGXDySWVWh4UUGeLt51pJvgr+3f0DD64BhBKPfniyttg/klAkEez2dEKIXDNywScH2vbbQq0vZJWOmjXttVQiP4clPHvro3XSZPoq14miKDRgIaQ/mKR+TipnKq4cZp6fN+jeB93BGqSB2bUhCfKMQZ6ZUxzgJlCnXyhlR0ADjMi9W6rSmpV8KjGPmlh/gnxP/8eK7Iy0ZQfN1LtM1GCCi6bHs8gJFxJjeMrPUXfiPjImNC/Nkb7RTYKwvc+S/OfOio1qbYeraHWsT3MrPypn4uJES04tR5Bcfy+x7EpItf8oXD82Yfof0030fTN1I/ZinfDzUqDQR+Y0B2Kqtl8WM5IFZTz0QQHphVRO3x77yulObSu7fsTiGXf3P3/PTR+vPZz4c3Eh7I2RRqlEpGbGjiNHjC6GFJODCKEuhEyRrSToNExsmhvpFpTNK+xqdli8Q9jvmDow72PdOmwO1Rritl5Ml25tctK1hvCZ/Mcd52jTm4W/SsJ9inkUvDi7M1r2XXoohSoPSIy9675mteITxsCfffEYcOSU67sfLq1cMJTYEaXu3RM/dcOmduakLf3xiRcxDK178yMb+v5XfJrz8n9yXYqSkQunPz+3yTrNnqskJSZA5hB1S1VHwTh37HSlZzJ4qE6CiUinUOfAlNa/mk2CmhJ+n/pbg2Vl1AalpaReE6kQeYC2PiP6BdVcwwbQgVxDZgJUQ2CGgHjlj82bZg+8f5ywEVI0mMwmLe6TnigJNflZFSKQIcgIVFW6WQNmuboNDQUa5orwafFtP2Y4rUg6RlZ7U9cfoek7KxfKxjfj4RkhnH3o8tGT1387J9NUkIE1UpSxEo6rNYehlnn90qH9TSO685zAAGyQSB2ms1Ic1xe65jmlPqoLfrjDDHhxAQ2Q4xIQyTMKZVLXUcgnWPCbQX2Hq3x8u9FDJyarwdF/TFV7w1EDmrYSX9yawXstDF0y7tOOxby7GuhWelYvnTzY7kjoP8GTWHn75GCOURr+yIY4qtWDOhHZqaprQsKlt7rdLMYBXHETTXgr1ZjvsxVkRYqz70ySYtH7uIGWrwmEtI1q0eSaTItPM9cW+8hYmU4KJ7y0Lv16i1hlcfAWMU8BTe+/DZvNynV3gsECpxNwgwJaGXy9W6xiRu6lTpwGPfTFLbdpm3jSSfvhbdOTQwSv8ZeTTQL4UDn5gLFM3r0t5dXUUxSQR+zefujB2dOY/jvk+PitAU7L7oEbrUWJ4Asj+4aM1ya887rLvU2X8ukAWO5rtL/2UOTvGfv2B4/3UP4Fl4ME4WWPSVWbXkHUY8ewnVz555/pP5kTgRKelhdqEmtqIJe/F2Q+eUvPNyiF5cxat35r2NlP1B8rZyYgf2bjBPdpZs3VXgOzrRS/7n68YKrk4csLg6cz/Voqz9j7HrEybumjM6g8Dh6363/uTL6yds2b5/2oiRLrTpGW0IHBwSXj5hbUBf1vxULz56WJb7oJD/5cTEAArO7VUryMMP1nxN8bjoXw8TwT+Cxy7MfFFTobKfB1VIrDg4PRZoiQOCibdglGZQMppQCQc2QbM8gA6Yv2hWZGUlUnIls9MWPiqtbHk+dfnvzflkIyIIUQFkXGxaGCoF43eZRwI99MmBhAv9fQvxAbJN7j799AtK7gMMSE2esXKSKEy54snEzP+kLURcKZ824XkmfaFW3IxA99BxJQQEoIOQn9h5pHEsLgAe3GA2N0PK7Sas4dk3hEVSZkAcHShTzZrWlSempMps3cROXt60uUBzS/LtxzPFC/Z9WCr3qtsN9yh+zCAhd7ko1kDIrzCRvW4DZLIZ9nHs93DTFpm1+BVX9jzEYmyxaTSCe8at2QiIyvjhY+LkFjooDzjp7+5taSwopZlyASjVy/xn341o8Aw5SH/qOgGWz7JjFlvDiNgjMDJzPYF3D1z+ViDe3CrxictjoUrvGkM0FBvoaMCQHI33chNVeR5hrKL+qbKQk/vEBMDbyoz/8IuRs939Y6cYan/NF/lNdowvqXN5llQgaRxj+B5mpWY2+xfGUn08o8NjErDuOLJMmjtA5d/EcLUMLV6xqgNgHweP0hUrgr/v/sWRrpWFxVG/d/saH2tWiWe993iqCOpZw6XT9m6NERCvhQzPpkhlfEi4gIMQ2YMtvfpX5jqA7OJfGanBPoyuBdMeyMt7cUI9uMfuWznALHYnlmWIREzIvGXupLTh3/PrBiWnF8z1E+kVy7LMfEwbmNW1ORPP3rygip6dUnNGC+84Ke8XpFx1/HTV5lRj9KSiH8k5dx75OzVomlrMt4eEwL2nR+5LGMA6VQ0dFlO8vAbOtYjsqux1Z/lBOAKRkeQE26kVsBPwaQcIPw94c/r630emfjG8oFNUarXFaZn7//XH+fSjRoCAFDlAHskZ6wqwCQbsC2zbVJRhJQbZRIKQrpCp/WMWgcLTvLp1RhqCSwROHDMTa3AIKH3YMuIjAEQLrWNAeyhe+V4dmWxKmx0AOLKtg18K1eLzqfhrknHhfrDHFASGMwkJp29lquJMa+/Nmu8dOuSn9lCSUwwZeYch873Ov5p6fFX9xxnGBJc8pkJJ44fS12/jyooRr01wZ8+iCInWKGWn03duARXQl77bSp5AWBNogSHGjbLHXoTA3lXiQ3S0InBPepsyhdJI81qAUwf7FcjTs4SIwatXit0ChkpDbEsNeUdJN4hDb41PP+RUf4jTdcsfhuDkQvNSyzAuWy3YACh3q6evlFRqIgcFyiws9RMdkt3N9Wo/dBYqdni+qZa6M1KWlW1luy52olk5+Qg4nfZB1oSafkg8xqf0lHphV6+kfFGMAeJb5jF8xs2JSbMYuwOAdIYChgEs0Mu9TQGxH6mvQX5bhFUSoBygRRq5KX2UnpP+F5jps0IVgq82K1t+GI/f0au0oicWE5B5Bcx894Iy3G7hcTcExJjWeIeGntvTMPtRQvmXqVDx0gtQbsu35/lBLDdVE4oylJS5wRoBFjOHEw7ybT8huALfCPDlm4a6PfMtt1JBJJgm/D5Rn0CmH5WzCDlpJgIHSRRwySqWwAoPSUXCDR7pKoJlPAJMCqyg7EpzlFDSOhu1xwykn6XsIduFeIgdWf8Sudh47Dk4x5MF1yd79w8e4yC59v6c+O7ZPLCUYaMPCZ8YoRZuy6dP++10YUlNQxfxzgiyIxTxEt7JdDCqxAXdVhIiBmO7/HQz4unXJerGQO/Qe0uiF83O7qG19oKcr+7q1Y9Idi8wdk0amygt9QaI4o4DpIOY51crBqJ3OA6jAG4aCsrUhEHydXbQjfU4erdCyjyXfiepQTbvb11cev6qtM7MrAG1Knk96foKL/usgJvMhJD0fUjZ+yd7M8eSLSfEdeg8WsCZoWnvS6AWRdO9NcXeEe/VlE/hdUwXN40J/rJ0Azdl0QdwDCHX3A/9nDFPxBItUNJ/vn4pRNP/DymQVLoULVbBGqd37nFhq2gOlhx8N9wYpYXa8zGP3S1njDxrGkQHaahrOg03LDseG7BvoOD6B0QzXg1bv+9pzSUuWdX/82SRYOEQTdmZiUFSxAqgRjlEPMFhB9pSMTzgR1DvaJMo6nRwjuHigrUS6EBkMu1iQEav7L7bMebrKS6Bfi2+kCzt1dVa+cfKfWPbDpocQDii1ukVrXwokbKelKD5xnk26rm36JJLtszGIANUtLRzIGDvUNH+vekP31HZuc/Y+pDHYHjYPoOBmpUtef2pwcP9w0aKqHfr74zdqseKXx5Oisn9GTML+gNH98IZ6S+lqxeAOtphPIHr3yYOXyldEo8bAjlJ39NgIPZ6YwNIRFQIuQe2Dh5/r8oT9F8L2aLkZKL8OK2F3kw1KHB4lq3Z/u5nADOm2yeUE7eBtgmFi9Z02axYNOpGzNBsSb/+n/+fh0ZsPSSBye89ewgUurm6FXP5Nm43LtmhLcLk7ox4ZLvkEeXDPZxEzAadebRixvX3agTezz4zuihg8SwJqy4ev2rFRdKWOUCKwMQe6PRz0+4e5IvwhRolZUXE1Rm5THpHI7UZEik04oildjZ+paLCBb6QLKwHQ/oRb6NJ3YbFOvlOcAcYaYPoI4b4k1j4EZaSWUp0WXZN5jx33RjXEUOA21hAJ+SzIsFCNE7JD5QaN9D69ltDYi7xmGgdQxYlQAGJhD7LmOw4LJ7aRGWP2rRyjm/Xv5H/BRGfnG7YkPiruw1B68/FDFUX3B2ffTcd5yYJhst/3mM+Mf/W62KiVi38Mll50tGnHh+wnPfRSOI6tsbPBnxmNYx301X+rOcQFFWqzEY2IVewpgTQ58Ge6EGnPJ5JvmBKdyXp3h2EPEZ1DMaCBNhAeMnBMGpYOinA+837/ziJBpx77R3B9/Qhw/0NqHQcdTwv+22f3n2H5WkXbzYxYt/mDfOFG3Q0cmRLvTR0Aa4TOyOqKqBYaqVrJ91w4C4XKcxQGzH2T10e4tvEwZFPf5eq9EDOz0froLVYwB7/yXu6b04SFaPH26AXYsB+Cok7k6NGhfoGeDStS3fjq1hY6XOT9sYBqXzFbkaPY8BuH1iZ+WCgoKTJ09qtdrp06cHBgbeyl7ONz0Fv5EzmDsPl/5jCnPxMDPzwTGTw7LHJyhXDK04eWjysmecNJfnNt1o+UR54von1yxPzFeEZa53fy4sR1ePQNinP5obl4Bgqj2dTExuT/fbE/2BCyeiZHWtSXNAWHPiUMA6FbDKA9MwdAbqY4BroctMgUX4PIgHNmo9lBHE+dgoJBhDmOHcPcroAw0xxIhHz0Fz7krcspfIJcPfm24WErD9iZoRQatgboWMo66O2B3VkTePtobICUgEgks3iwHwbaf3XI0cJ/UeaI224zc7La6e9WLApMvyDhtldTZI1os1bmQ3i4Fajf7ibxnSSJ9BMX69qDu92eFbUz07p/DRPlW1dR1HY11tnYt9N8bMsCbs3MJYrEAAg1RQU1Nz9erVAwcOHDlyRCaTQaWQlJT0zjvveHn1cAAxFpNeI99mXr6sfJvZs3fuI6sZseTe5LWpmqeKdyXe/+oGZQsbLVd6lzPvn//nGD/x6U0Jq3/bQXfLGbP8jcnPvUBiVPds6s9yAjAJzhubc1H+mzoDUPtOlJCMiS13HBL54Ctixs7Ob4g0dIAx9p82MycX1kEWvHvBqdPrV12xWXDHuy9GUsTpy2589cKhC2k+L/52dyixG+J5+Tthc/F6V+n8iUZWVZ1+8W+LL1TW14/5vzuXzUEcVpLQKqtPQJZIKOA2qHMCucalW8EAXMipzHcrjXB1OQx0BgNlsirErzRFt+1MTQ6Ww0DnMZCbWiwvUUVPCOq9vf86P2irqyHwGRzARQ/t+tvSewIY+DrIA0ql8vz587/88suZM2cUCgUUCE5OTg4ODqdOnUpJSRk3bpxA0POWe17T3w7alXCMORL94Bo4Koqnv+188OixiuS4JwaJmPPNN1rWaz3m3BFKXBoFQsbeHI+a72DkILv+trXVYj+XEwiW7WyNsgGJOYQQQyQZM2aGku8xcU7jeAL6kq1/vUrgzFyn5gaEBNgU2ey4nP6XSDaSvWbXXw5dzENRcWKaOjTWeDOJ2iLY1aQYrty+4kIV2+OZz7MWzvE3RkE3OTHT9gVCbpWCvTG3dnDxdIyeFCxyhHkklzgM9BAGoLyCCktg1//fpT2EUK6bDmAAXzV2iakDoBwIh4EexUAvCGCIWAMFQmlp6fHjx/fv35+cnAzHVDs7O7FYzDJxhNVTqVQHDx6Mjo52d+/+bZeaITxy7p1x0VOZ5f97m7UrMZ6u3PUBvhsDgptttPyF2cPewdv5x4Ppr48hXgmajMTvGOaZZo13d0H//7bZ2fOpPoEcaXgiLOezeKXlLaBYc+PvEw/msqw8lBEmgHoRm6+rr2P9HdhiB9gNEdWEWUCtJyFP63xivVhTJWgKagrksHti1RdOZmEAPbMbvplGILDv/zfChMbu+oUuHvFnbGzNwl93dcS1y2GAYgDEFjYqAIGPOIRwGOhJDCDwUfBwP1vuXdeTSOf6skoMwAkBEkJ2dvahQ4cOHz6ck5MDrgraA3t7e2gSaMLAIUigEI4KeXl5Li4uKO/h2YhDx05mGP+7YimrR09DZ4wip35zf139TuONloUfJGTrWEYz4uH34gSD5zJbHw2RrV/0MpyZe3jk6K6fs6fg4Hl8WzsHW60abgDwG8aULflIY16dcvq5pZdnfvrgvUadgK0dG0iVyAAN94RURwMNggMrbxgLLcBIR5a9UOdps7hBINEqcWLGihCVFFw8essTv2HcfTfHt+PBt4/zSei7d7Avjhzu8kMnBLl4mVXCfXES3Jj7GAbs7AVDxgd6+BnV0n1s9FY1XL06/VSBlm9evGt/cAiI4jU00N+1p1nM9kd2W0LU1taq1er09HQoEKAoKCsrQzgjKh4gA+MiHCEPQKsACQGQ4AYrKyshTsBFwdPTE+U9ijbR0O/S0hh/qbFT46kfe8qf2XSjZf2ytJ32NJI6P+LLmpLjR38vrh31naJGUJLP7/GQiv1ZTqD6JtCK2IOvwdbo4M4HityUGrmcZfaJDZKZedeB/d//6h8TDk4na4OigMf+KX3phRwzH8/eS7D0ljICKTNKHoTjNycA1SkylCbnZp4T9VdG1SqzHoK0hCoYAI4Cka2jixCjNTfBZTqOAWcPB9ga9VaMo46Pk4PsTxjwGuAaNd5qd8ntT5jm5tKAAYgHEBIgKjQUcbmbxkCdvjRLUd3J6sKwOn9z2MNO1r1dwLtZAIMnJ9yUq6qqLl68uHfv3rNnz8rlckgFcEIAs4dkKSEMGDBg7NixQ4YM2bhxY2ZmJmSDPXv2AH78+PEodHV1RbDUHnNX8ItotNdyk1NpzBRpw87LfL+IkAaCEXnFz7zXeCq2KG+A6N5cf5YTgDkw36AbFx9haa42bs2cx6YRKSBr1553/17IsukNyCUSgzz3v/vKV84ijgruE8fNHJi7/wZY+absu6WsgFpEdjC5PZias1GfLVYwUcQIju/90Efhq59Lt7GxX/BBjHkViFRk/wCC4WGQVKoxtcD9dggDcB6F4UfHA1Z0qFEOiMNA6xggtkYjAwZGcrZGreOIu9LVGADVDRrhFzhE0tUN38bt2XL8fvfc/W4TwKgTQklJyR9//AEdwuXLl+G1DNYfEgL0BpYSgqOjY3Bw8MSJE+G1DO0BrqalpcE2CcBQLOzYsWP37t1UhIiPjw8PD4cbAza65fP7OT980/e7P+OFCgm4976DxNdP140eZfy0B0+NkrxTVNigTAD2jLGPkt84ljV9XjDBiuPsNSP2PXTB6PiMAj0imRKngmbr/jYkKpL5DrAOCkxFRmJW/KxgsvDjPXbilwmjtCJHR0tks+IFW89GMsgJgwSVm9vgMu1igCfgRY4dKAnsBYekdsfGAfRXDMBFHsoruMv31wly87JCDBALt4lBHNVZ4a25iSHBvxYGM+BcwZh20IjAgNDuHYiFyUd7ljzGTQyuS6p0gwAGHQL4eygEEhISYDgEjh8yAxBolhDAQQGlODo7O8NTGRLCmDFjIC2YMTxhwoRff/0VeylAewAYCBhZWVnXrl3bvn17WFgYpAWoHYKCglAFzaKpLsFEv2nEGsiqu5BJ5QTc8gGDXRCrtMEXo6a2iioF7IzUwCdaAbKPAcOUbtqS++6jUuSEYaOeWJi28Uq90SNZRLZTQEJVkRFtPAHqsRoHO4HR1o1vR7wTIDbseOHY8B+m+rGQfKdGMgKDnRkIDOsywdQNCHfGIKlKge2BO7SDAbGbffSkEAdn451pB5q7zGGgKzDgNcAlanyQwPTS6IomuTY4DLSDASyFDL5jIFyw2oHjLnceA9gLqbOprvN1IBjATgafeDCg6A55WMmDo0XUnXoNX1tJtlBqarRgOSwbRlVgUJdAVGhu3NAAB5bDL1bgHMCz6Y/rjcXFxd9+++2+ffuQASaBPbgcgGVCoqc4+vn5jRw5cvLkyTAoam5KBBkAVwsLCwEJrMHcCLoF3BpIINBLXLp0acuWLag4adKk2NhYf39/+DkAxixmNCD6tsz1ZzkBN5SSkaefWOyp2b4pWbIszJHRnPz6oprYCmGv7JykS7V4RGW7s1lPAfDu9YWfHNsXMc4fmgABr1zLqyuoOHs2F/ZCNdlXclitQT2j+H3//7f3JfBNVXnbJ3uaJmnTPd3ShZZSaIFCaQUKsiOrg8iiIi86ogMOo84MLi+v+jKuMPOizuinKMOgjgsiAyIOMggCiiCbbLUgBQqUFtrS0nRJs37PuSdN03ShQLqf+4Pbe88963NPkv9z/svJsUb4EEvJkRO0CHQMP3z+U4IlEIVOHCxnIZIc507/96CS2e/cntFLC5RrSi9veesQyerTL1huqbqE7RRQCmWlMnFsaiDmLg4+KVvyGYxMDE4cFAli1ZLMPA9H4NYRgNVHQlqEoTcPtn7rWPIaWooAInD0TI+KSAxqaQHv5bOZKstNcp1/PUeIlic6O2KtzD91ucSq7p0a0jjLgSH7gUuS0ND4WJdBrvfGcN2apH6ZM/tY2PLgdTPXZpDI62FSm9zkX6wjIlgn9vnCQnV0dDTsW7AEjh96sAWYJ1z+yfLLVzVmKo40UYODSJVi01V7WZ4VXtTNHFjnvP1ZtToMfrvN5GqjRzdOpkjzBAxuyjAWQmBT5k4AYUngCPSEFDCEkSNHQocAhPGoqUEiz65duxhJwysAQ0BmvCCwDlyDM+zduxdhVUNDQ9PS0qB/AK8ICQnBK0MrTdXZTdK7Mk/AVMA8AGvETIob4Hf4H3ufXLOXKRIEtwJR1bcnVnx7wv1Nw3HZTqo+W7gNiVSQp+eK9+YXglRQvYHzwyzas3TXHqEYJhmdcA5Hyb8OvfYvKvcLQa2FEy1f9vHDGz4SCrJ2RV/v2Oqsh9UlikhWaf3V6CS6iqrcO8OvPRCQyiS9MqPD4ritkQcw/LYVEfBRy/sMi/UPptsottthNZWWmRVqrUqIvc26UVNRWWUi2iBf9x/GRhPbrdu84ZtFQK3zQTQttX+bRzYROlxzIfuVRw6PfPv+cQl1E67liUIdpq8X/HN7LgkcPbBHaoiqURys5Qf+vvtIrtWwcPKCafpGs7RqokSpcP/stEZbkBCw7dfVq1dhJwNbFwidEElxjTN4QsUVUnDEaip3j4NSvxcOIlMRJYuwBImi+UOQO5rP0hZPW4GAAUYoECDKQ1EASQmCO86gXvHx8aAHsBoKCwu7rjQPe6TevXsjNCpAADfAGS8CB6Qv1I8L1AA1At4XdnEGM4FWAe7ODzzwQGxs7HUrbwtg26+NLs4T8HYxIcATkm4LPPTvYnwyBeGfSvyCiO8JPD67gtzvXGRwfTBZdKLasEasEvYQEY+o+RCtiMU4FRwakEabqK3GGdzILRMuGfFIzAyAOhKdxLynz/nRBAL44UwdHse3vG0CHp7cKgjQuEbYQ03R3t+T1tJ1MzedJpGLvp4QUdsX85nDrzyerZk2YsnCBNfgG01kT42/5GxZd6ao0Nrv0bGD3eQ/V1liLfnyhV0FxDduVMrtWXr+fVSHTNteRfYMTkxvT5WpKiH9qWXlrzyyNnbj/Ym1BLnliRQtU/GRXJL513m/Sm56AV6pv2flAxnvvb+moLptAW7T1iCEuFYAIXWALSBWDxLVKsTnIRIpkTaNEIQEsQzqTEHEaHYVEfKGzeSoKrGLm66NDttBFBqxpI79tQoUXidgmZmZENwBHZCEpKTT6WAjNGrUKDghwNnABW/zgwHHgEoBUZKw3wJ4GvyYoTqAqwPCH4GB4I3gQDrOkMfwppixE5r7wx/+gFaar7xrP639zemio8QEwlsHXwyO0Eb3UZ0/Vun0Q3AITgQCja8n9YsIeL5zWb/eA2ZeRLmBIN9jFlHI2L5tLNyRUBDKLPqA6iUoOWD8gZWh+TEL0SWcWR51sLRH/0BMX3SyhXOd1tL9jvAegUkZ0VDEd7+h8xG3DwL4RManRcR0EFsjpf6hzZPXTNz0xu/3P/d6Olud1aQOXbJC+sLjO9b0Cp470p/B1GgifWS98skju04Tos+KxKJE45habUQhubzt3Ond56Rr5g2PbF7iaLwOnnorCGBX7+TBhhCD823eSlW3WFY3YNSSNSV1Tn1CdS1PJFabGUWsONXOIlNlYRkJVltOHi8i2oD45EDmXkZtVFp9Wf8Wwbil4lgIR7R+/MRjxRoVMYGESQJUbPfKgWokpPCIreRUNRU6mmYUWLvsMVYR2EvaudwYkpKSBg4cCO8CJuJPmTLl7rvvvoltlcE3DAYDYh/hXUDi+u1vfwvu8eOPPyK4KjZog0kSe0c4u0S18vJyJrB55UV10kq6Mk/APMABOogFe3xW0ydG5B1BfFL6GRKUCc49zpDCbmm6sLmyoHbAnWBsxD5zlBawW/qiGUmgV/XyCAnCB58SEMEIiSYJW7bRM3KjLaEJXKPRfmNCYK3I9Alepwr+IeoBYxNpB9rwOP/zlaILZV5sENwgKSMqvEc7GOl6cRTdpyqEA6pVo7XRoKvKTT/vPe/dxhDXCFYf+AR5t9pbqk2pn7t5Vn6B3d15X5Oa+dynCeWk3vJgo4nEVI1tYxSjhzz2dG/WjZrikmIj0ep9K89culItCe8ZGaQOmfT0lMyMr5a/ePHqVTPpJDwhIiEoQN92q33G0qpT+y/e0qtsojD27IPKFHOviedtnayJpCHCPY6WJkptRkK0PnVjqTp1YMXjJ1219V127z0DnHHDan68Yvu1oQny6irRKS/ws44NgxHgCJbu2AYYAgCsGyB3Qjz17ngkUlHRMUtpvt1hE0SQJmqHk0NAD0lAz07GEzAaOAz88MMP8PQAnr/88gusg6gjOFZjncu6TQy4fjLUAvBURpgjvJfTp0+DIUydOhXGSDNnzgR5+O6776BtOH/+PGMjqBlLzIiDxBzQ69fUve66Mk/Am8SbZjwB4niP1LDovvl5RyrYG8YMc71q1xXzJ2JnTD+3ScgYuidPp0oDwT+BtcVucY26kc5aYBc4I12gDDSOKg6dXtF/VCQL3ItOsgz0gZcOuVIaoGcb+nmpxhZUczkP0ojXDlgZQe5sLyNdrw2jO1WkC23rKef1UDBBkX7Yzar9bY0aThulNiLWM1UVFNjQ+LuRREGHoI6oYz55Gzav+thNWJk2+tWFcahdEwb/n4uyzhNc3kejwD9PXFrtXrAC8XLt+PKPSQmL66uHFsvLVbd9ddbK3COXTu88QEhYj6haZQK6IczArGWzJg3Q2irKy6VOkqAfnEg+PvzpetXA/lGJ7eLQ3MoQgSFAogU9YDbxEHNBEnB2l0C80wUxzO6JvXmlO4wcms/gna54v5aUlJTk5GSoFEC6sPyPbZhhNQRUb6gllIV3MrZXKywshK0R/BBAG+CTgHVkpOOASgHhjxAs9dChQ8gAFwX4NHuLJ4AfvvXWW8uWLXvwwQfvuuuul1566cKFCxjXhg0bMC42kN/85jfwccdmcLh49NFH169f/+KLL44bNw67QLz55pvLly+/77770NsbGvWtZ+6cU+ZGxo2vYOaigNkwbFY0bAHxTez+D2HJcIszjU+G1X7hLFxAI0CdjYR/7II9RQpy4imzW6JnWoNwizMOWlA440LI6czvdmsfNjtSrfbFRG8NknAjCHXQvPr4wIxJvThJ6KCvpyt2C1Iatu3rP6pHRyQJtwZ4TQEUBMRsrItEIpEzH1ndhGWT5784cGQPJ4WwWWvQVHlx+a01yEu3FAGFjyxtTAK2UesKJAGDtpbve/+H7ZuNJF0fUE+Kw9yLGTKAan4kaq2u9pEmXA8X5iNvfr/tX+dudHfklkLcrvkgeGA1ENbFEEWYJgFr4RBYqdDAjxYjAGEdXsXwTIAqAB4FCExUUlLSwtIQxqAiwAZt2H7hnXfeARlACsTC48ePHzx4kL6L2gMUAgoExE3CmwKXGzRoELMZq33unb8tWRTGfhHoc1VVFTOF8k7DN1tLF9cnMFgwsaA/gkQeFqXrM8b/8JelWO2n4ruwxi/4EuAz2+in1pXILujZ3Q/BHXb6LVCngED9eCjkp/yBPhLunX4LcQN9E9PC8A2C2c94QkumjntzXfga8Qx6DmqfgIBdGFU+tOYR6Ii2Rs33uKVPTV/e9/5uYbmq7wBP+73k58cMHwBreH18bW2q6HBCTh55ccORF3XzN98dXyvP1T7nf72JQFCEHxzl5T5u6+7erL496oJ38uv331Oc8+TMXT8Xpg0Kc7Mnwqa3DXqUt2VPAYlf8s2otlZENuhJKyVAzoMkil955oiIKD1oCGvGgsjhMmVopca7VLVY7+/RowfizEJYQtii8ePHQ6XAtDRNjRPgQ9pGEfAKaA9ADIA8rEtYfih2sGsb9mx21xggM+yRQCTwvm677TYIaU1VftPpaOLMmTPwfEArYD4YFK6hvoiMjIT2CboFpH/22WewksK+0aA3N92Qtwp2cZ7AhG98RJl+Cm/itimGK7nmi9mVeIRFf4qj4J/AOANeD00XZHoq5OM5IwhuN+68ol5+wdyIvRhWzvkdwBwV2I1AT7QhspH3x4K5MucE0BjWT2+91E5dD3ZPwx5q2EmtU4+Cd75zIRAUocUeajDV61zdbllvZf0XD5NtO7Z9c+mVU+Uks54pf6CfJw+oKaKrdIo+MaOm9gjokni0DLXWztXFN+VQ+8C5IS/fNCjMaV9E8YTLQoOjpsJCJsZ2VZIACQGL37Byga0IYncyixEmYEAuaABGWyQ4JZq2aMrLbcB8Cwv82BMN8n1+fj6oQkJCAgxyGm0Gwh4YwtmzZ7dt24ZYSdjLGdkg9DNRENd4C2AReDUeC/YgCagcZePi4hBVCUvMjdZ/c4mQ9NAxGBqBt8DXAltBw6YIe8M9+eST4AOLFy9GEKe3334blSPa0ooVK6DTgGbD1VZ7CYrd5XcAsjjYIdMAjp8f9/H/ZleWweGd4k/FeLr6L3xo2YWQjhNVBAivqFbU9/xgCzXQ4h710LLuFAN3zjx2mUI8Zn50QJA/OoMpCA4jtMBPFIHQGF3vwQaJjGPC50MbIQCSHt8/PKZPWBu11w7NSCJSkyKS1Uc2f1VhrrM7Yh2xEM8Um4Xu5zTo4RHDm4lo2Q6j6FJNqjSKlGFx2qC2tjNuOxCtBMYcUjc/ZkLt2SSes43G6SGNaBnarqOt2xKEUWyeANdYrA1jWRA/+tAtwKQE6b4+bgyqdXvhVruIWGqE8KnN/8Y6iFwtkvow8ceteHtfYu0fQj+oFzqCTdNGjx4dGBgI6c69X9AYAGGoDrB/87fffgv5G+I1ZC1oHnDBMjOBG+v38GNmGh5WA+RySPDgIZDmsTEzFvu9Lprj1UP0R/24wIFN4kB10BBUCkxhwhaO4bdQXFyMpzk5OcjGuge2A98MOMQjAJSL8LiPvZWuuwVPYJMDs4TxBIjmdzxq2PiXM+Yqij7VD9QxgjqcWSLOHnk80gUKQT9OAtMQwq0KJEFIobWhflceIiajH4qM7UU3+cNrZopIr09E2mpnO8QSETYfReDwztZx3t9OjIBCJYO4pgut8+7txINpvuuIeepxmGnQeqvFIxVJNMXiHtGyQRaecCsIhMUGYL9Ir/vf30qXvF9WHdRPT3b/dnXexMz5T6SCDyniBi14m9TTG5gKPnvyPweOm/QLu6z2GD/uEPIgAuK3nq0JYvUawijScdRKCt6Hv6kasSxZdNxSfl5Yom6aBdisjthhCn16hzOHg+cAdlWDuAyqgIBFiICEOKcQsjFeoMpUN/v27du+fTt4AvxAADsELYY8AMcFUpA/NjYWMVJRFSp0t1yCezTzYIaEhmX+1pDFYeM0ffr0MWPGwFOC2VCBM6BvoAdMs4FO4kDgV9yiq3/7299wiwzo+erVq9etWwd68/7772P/B2EKNfWqvZneLXgCAGNTBG8IVAznuF6WMfNrtv6/fIuJOhrj88L4QK0awMUN4OLs4gCMCXicUbeT67FK2EcP5XFBa6EHy+BAnIFh94WmDI6GxRFWFzAFGXFkmbrzma6uDY/TNhK4pTujwsfeuggEhmv7ZHVVW6MG0AnSv/HLk7l3Bun9fVVSEjNryvzBFX7R7nZHtqoK40+bzzQozBO8g4AQ5Tkau8F4p7oOXYvvpH/c2+vIhWvEj/kkSNT+hoT6PZZqe08f1PvRsJ4J7b9fRP2eefOOCab4xWc/98z0CCvW3myj5XWJydUce8l5i0s6abSo1WL3DZR0QJ6A3sKbGaZE2KsOmhmoCxAvFeu/8GnGBghQBeAAf4DkDQUC0pn8jTMO8AE4Jffr1w81gCQ0VESA0X3//ffQ/4BywCIImz3j3TWKz80log8Q7rGBNPaCQDBWOD9cunQJ8wFdhSYBjAWTBDXDXQEEBnlgZAU3BoRq7dWrFwRXFATzAXnQ6/WMOdxcN26iVDfiCUAH4GLqYLoA614DbD5/UHz5+llTOdwUai2MBAukhr4K9XQCbjDT7E53aGruhnnANETu+VnlEjkZ9WBE6tBozE7oudAN9qZRxK2+7ngZatBha6EuvrrWHV9sxx0zPnSwNYpN6cK2Rg3AV4dmZEm/2n1u5cxzLHQ95Lb45PryWUXeK1O30WhHmshBye1hFNGg110pQROgwqYc3WhHealv/ICk5t6g1Dc5q9kMzRXuHM/wVQMzd4iA6C5+8XGG7AEBF2cmKrTDMCR0B+haS5bG24csU9+Wp/Fs7ZIK8R2xSiFAA0bshAAvhby8vJ07d+ICYje6BLEbi7BAnhEzdsHQ7t+//4wZMxDtFOoCpHv0H9ZKe/fuZRZBiHrkcnf2yHbTt2hx7NixIDZYqkYnEfkUvWKtPPPMMzBGQq9Q+ezZs6dNmwb+gGxgCK+++iroCsrCRIo1jXExRnHTPbnRgt2FJwAXNi2YjgliOl5JdKJ96h/JlrfzSvMtbO2fmQ3hjIO6FFBbIudkcrtgT+lZyOBSHLANE2h+aPVAFQTdHm1X6SceOz/KkBSIRtE0Xj+6wfoj1NJNT/DkQxjK6F4h3XT8fNjtgYBChT3UYtp+n4f2GKt7m8rhzz+QXlZeZSUq/yY4gNrwx09n1RCJLsi3eetl93r5dUsQiEoKThgYiUhuLcnchfNgd79Sog0L8s4ybVVhSY1/oCvEaofFjUkd6B5kQTjIwjwGKVp1PSOsDtv5jtYx0C2I2nBOqKiogCvCBx98AEihBIBABeEbZxysz+waUjVucQ3wmbYBKgUQBvANqBcgcKMUyw9PABAP8ARY+2CxH3Kat8buMMMpxOiwmDHv6dS30AjAzDnJUUN39HJ+I1+tgnkoWqUNl1fjGl2ns0SwDq3rjY04SqqokKnyJT6aNqB03YgnAG3MFUwakDPmuYL5geOuJ2W7154/ubsSGVhgU2cMU7c4pw3S7WwuCum0FMoKdAET1Glt5PxDSGSKz6h5Bn1EMIgj5h+axncEY7pCqW56QhhKbD6KLUi76fj5sNsDgS5na2QrPltQSbSGlm1QpfLXNus5K9EEabnw4t2JKZNLkofEhETXV914tw3v1ma68tnz30c8fMfgWHebNNaG5dB7/86Nyrx73E0t7livrJq5wX/ZrHtumCdYin+5dOZMSTVR9RySEKZ20tiLn29cdaTfSyvTOjKtxZox7Fjwi88sCLBQiLg9WAuna4m10oJ3X2CXrw1hiGC3g3hBMN+CiT8QhiDHWAHTG0CfgBQ8hd4GB9PkABbY7cBC6ejRo//617+g58nIyIBqAtoeWHlAPAP3gDkTXlZqaqqH38ItQmq9fMH64w5bQR5bO77F2lhxicMhTslQ3jaGKFrdvad78QTgi48rZhKjCjiz+TT+AVXioOJd/8wvK0AUKmo+hJyC8M9UBLhz0xXYGTelLwsZEbTKRV9pUq3+AVcqf8mQGfpemcGgrTAvQ1v4jmAqJNaEkL87noKj/BCGEr+g3XHwfMztgQA+cfH99LGp2NOp8x2lRw99vOpiv8fGNhDdLLsf/2qvsQXh5622GitRKD0/ccbsQx+8X3z7H0YlB3k+ahYmS/HZy+fPXjVWkuCkmOQEZ6zVwu071+9TzPhjZlC3+2FpHC3/EDV8YHzU3gyt2HhLXky1Vp/cX0TuabzGoh8LiwIa+MQ3yJv73t/XkLFLfx3p/qTwm+/zSM85wlZr7unXvT713gerPrYSvUZRYPyK7Jm6Zs7gSLosmzj3dsXUbd9d7Ds88oZm73Ub9GYGODFjtRuL0xBGcYYEgoVCCKPebKOb1QWbHOyjfODAARgauUQpqAtwjUeIP9u3b1+gDUcFmCdB9MduZZD62AHwcQFdBIpjkzVkwzbPcFdABCFYLjFSgahKqMeLoDqMZfZjP9iO7rG0kCg4NSJNd8FBfCTE7qdzpI8Q1Skams5/a0+649c5JhMOUEzMGHxuMSFA7uNTRIFPyo7tuvLzzgpjsednGPkxt3AG2tQWSQhhJCDvtFSi6W7+CQpfUc8sTdqY0KCQADQBegB2C4bg4rW39tY6cWkahjItIqZ3aCceA+96Z0MAW97CUb7zxjUq+vFk3nGjvpHw85KAflJi0l5XSsr9aO3KNcasv94/Kdl9kbhs028P5Ol7Rt0YSSBVR/csf/xk7SzYGzhtxOKFCbjVRanyXjy8tqdhwbROycdqR+SFv/ixgANMXD89+9XwQo1tVoWUgNZILeX5Ry+UWNQ9B+idcojVVFxYOWDpjEFqdyWwrfiXi+cLzepAP31ciAaTy1ReWGy6XITuXiks9LFZZWGRbH6W715WZHhsiIfCqqqw4PQv16R+flGJeloch7Uy98ila1WS8BRDmD+d2gGDb19wp8FAZ2nZR6PWbtl4afBCA82pNoxPJ1vWnhn+BJ1+HfCA8Iq4nIjPA/sWCACIgAmGADsZnCEwdMAOd5YuwfEXrsbAFsIbPmKQrGDUDS9h6Afg7wuzIghdiCt64sQJ8AEoEKB8AGGDnRJjaMgPwQyvAHszQ40A92UoefBewBNAM+BDDIHNi1CIfHytCpXJRvDWr1utRCZCtODmmIIdceqw+4NIpQ3AyK9b4a1n6I48AaiB02Nu4YyPLmMLUFHBIsh3gm//kTU5+4pP/nDt8mkz4wQUZfpyqbuC8IdewP2AJgvKB7ZfGyrERWC0PCFDkzwkUK31RVwjqBEw4aDSwhlTk7VLa+mWR9fd8rZbvs5OMmhqazQ0plNveSuRC1/UTHQjAb1TA/HjYKsoKywy9/z11J5Spfval/FiwdmLFVKVPCA8NCwIkpeluLD8cjF9W+UXLhdr1ZIgf52gWDAePHiEkOSH+7qLbraykpPHiqwqnxBDuMuOvDj7zPkSmzosNJGpDnw0fecOGTkh3td0btXcXQXrD5yam5CoJoqE5Kz4w7vf3J8/ZUpEN/1toTiDl/bJignQ19vSjj7oJAdEpL2LNxzWS2sKrCQrc+nzqaAKVad+Wv7boxiBYtropQvj2FCy31u75mOjJl5jzDWSaaNfXRhXdSZ7hZCNkANv7TtAkvo/9Uo6nZ8VpWCWt/WhISxdR96mL956rZDolYoCU83E0a8+EUdMBWsmbsqGWbYGViJkwnvzhsfKgpLjajcSV/rQyepSaEgMg3Q1b14yPpHgPodd9bf7BaQCyKOQTSGA4gK0gUX3hzBQa4bQ7n3slB2AjQZUCtAYgCqAEiBGEDyPwRBwAaGODQm6AqTgwL5piBoE7cHPP/+MaxAGOCEgDyMYkMoYYcBLwZsCx4CjM669iIsIpkEKn+tTBHRJTOS+RCIXN0MUHFaHrZQ6wYo1/rRA6x/d97uc8QRMERyYWJg3oAmgpKCnAYEBqcMqykoqcw+V5Z+svHLGVH0NNBBvWeAGbnoDTDRwA7mvOCRWEZ6gikvzC4mg26lARwErI1xgBmPCoX60wuZl67/TDtpCUARsjWK66Ja3HRTzbt4tfMbj+4XHpITiogtAAdFtrzAM/cLJj03T565Zu2q9cK/puWTDcCYn5W/64g0IXs5D8+Dm2YnWC8vv3cYSjiz7GsSAxTsCfzj0WS4hyvSUOtP50oPfvbIYQho7lA9uvD9Rbdr5/Edf7XaqWAOnDfv9wiRVQto9zgXcsBANKTAqFWwlmPgOvCts97LCH7NNv0p1JtXW1l3+BkX69R7Sub/oYDvf47HJD03WGw9ufWFxEZwuwRNUyZmvfjPg6/tW71e4RKjKkx8be/z3jIdG0ilUhfVSZ7bM3PfeX1MzfClb9Wdv3gqTfGWU3inD0bTinFWvFQ58/q67sxAo1lJ4Ec2S/K++yybBC77+lUFq+/H5VZ+//FPmynSXYYXx4L69RjJ2bDirEuegJOop4eqQK72DXOCbB2IA24kZPAFiAG5xFuKi4kupJaJjBxlKh+sGYgcBRuhqwA3AGbAlGZOyGnYUcj+OO+64A5GRoF7ADglwWYZjAyMMTBRkpbBqjJikEN4aVnIrKSKF0i6T17M5wptvTrdgZ9F0PBsVY4Ha+cQKv1iVRtQmoRG6L0/AC2DSA84CuafqBRwglFj7x0QBZwjR68xjQBzM1RWWq5eqrhWZzSa7Gd+GDiJTiuVKiSZQpgvzUfujhBzfAuADIAY4UBwpuMC0Y9Wytjzfeve4x9i7XRjK7vFmO/Ioqa3RsFhdWMdcZ7wZ5BRZ/edOJmsWH756tMg2TR85865FEyp2/g9Ef9fal+nwJkoSslbcOynRdvSrkwqI9+rwx9fceWbtNxs3G5MfGzeuj49Cz+xGbMarhOgNUXU0oeQLShKkAxePyuotObKWWhZVHT1ASUKfngv+GPP9U18fWb/r27HxoxKc0t6p9/9zxEg0E/sYan9JdFGQ2wqrryE8vJd/a28GsrYtI5aIE9IiopOp5NqpDwjsQfF04V/iA03AmYIKonNuRWirvy+fMmI02fvi2td2xafcFjtolFPJgIKuBf9mcKi6dLmGKPums90kYJ5EJ1Xl1Woy8TZhOknihkWSF6vQGcYTbBdPLF98Ur9wwqiEzjS1YNACboChQTzAujUEDMTfhGLBoeQkoZnZcZ1HQBLGGnPmzAGSELEaze0hdEHMg+8yjilTpkARwfwTzp49C8IAiyOIeXg1oBzQJ0B4a7TCm04UKVRitVYkkRIbDIaoQYvIT0d8G9E3Qj0g9pNBn9DI0hb2cS7Od5jpnl8YsF2ulPkHIoBtG6yB1X673zQAnb8gJhnmE86YRjgw7SDxM6cFKBlAWKEotAfYg8OcMY8xQTFoFMGB/Pjw44wiOMAKGENAIq6RzipHzs6P002OoLObht/ksHmxdkUgQK9JwR5qPm6Ll+3aH6803n9GWnxyQQA5XHCpqgYLt0GBqiBhc8IqV/XK6CQpybXufvzT7PSwjLsHp1L5RBkWqawUPIsD40PD3ILYCOi4OAYsQyouI7s+fuI4A8TDsCcicZf7UwHOmQ9mGCKV2odjjjx/rrwakhstmr/pq1VrSkl8z4Vu1uEwwcWjM0evkqw6/oGULn/4aBSpw2K1Qe62+5150G4beDctJUgGPT0vcMTPP+/J3bps29YdA5e+ksZk+kYW+KUQvkwXCiyJsdf7VNY4WYbEPWPxL3+Z+7182ojHptFp6TqKc64QEtISWuIq0vYXLrmT8QRIFN1ZJPAK/i4AmyIJzbQCIQ0Rk3BgX+Ts7GwQBlglXbhwAVQBFCI0NPQm6mymOTxCxFa4KIApgidQNQLC4qdkiNOGE5HnBwXCqEIjx/KyZ4UQIe22mvWvOa7k2W1UGSFSKh0qX4iunjlb4b7pb4BWaKzDVok5x6YdO0PKx0wCYYBNISgmDlyzM4aAa5yFEk52gVkFVsCIAc64xYE87NxhR90GHesCpuFtgBJvwosI4IMJ51G4kLLPshdrbv+qrPBfs0FIJ1UuIc5TQEp94h4Ss++7nXl5+y9+tX+t0dNxud4g2NqwZxX1sjhvZA1+KAp3f/PGaxdJn+SnXh/qbnLOfveievg1Vk2XTdPHBfTKjJbIPH/1O+mAm15NFUR3tzh1VWUkPjMV/zJ7/2v5stK6tX9CamrFfScIal1PQk4eLx0V69S3qELgdHDyxInyRBoByVZabNEFKRUBPuTjM8VPJ+HZ2e8ukvj+tDNleW/N3FExeshzgru8G6q2vB9LycR+nUhpCOkCFs5YghS+oLhKwe1ltvkl9DzY8xgHgqVi5wTIeHCP9m6kI+eYsBO70lcM0yNTFV45Xr04OELSZzCRK+Hk6j5uPJJq1Fh7dk90Xlcba+RvwZhFCOzkEPuoYdPijK7TSG5vJjX4+vdm5Z2vLibZ07couLaA/YMV4Ow6PIaEnK4DRVzXyIZrj8zd6hbDj+uLMJRdUVzrVi+yUw0WCoSUzuw/2gKwsbE7VAkwyLYUXywn0upyKBMqygsKy7BaFRbmW3jwnHJwxoJpw/M2ffXWaxctdK8eetjMdJm/IOdScYCfwj+QBZaRIe527gVYlWiYVYnSBxJ/SUHe9t0Fw3tJDm04FTlraEhvSHWlP77/U//HDD9+cA6VqHzkNWcPrXg+F9cDJ4QW7M35xSJPuC1OJ/yYFObQSDdap2kTLrv4AQEgKTM6PJ4Zz3SRwWLnp2pGIq1QXLEQnnBTWbv7NDFCvbRm6wtbSdScSXPH+W6+658HNBpDEsnbb9TMrnOI10YFkWXbntxFFIbUp17PpH7MRJu1OHjFsp+Nk+HSIhxhvR+cm71q8Scn+gTLjxeVCH7MhrG3Gd78avmolcyPeeRfU6CgOPXPb/JQYtv3z2z7Hn81s8ct+bWBVlGRt30/mbAmjl531AOrjVAgwLgAWgX8LGIlERdOucJOpUSbFcJe472n68ZWGnvdbiN2q2uv1waZ8cQqctiw2TNElua4B2zb7VbaYoMq6iUiAkiAAAAZgUlEQVSgueaM5+vl7Qo38HiGG3QrjkQsEfmoINYzTgDjM0dVBamphmLBGVnfNQOgH8D7bown2KvKHSbYcwqusrA3UmmIXNE2cibnCY3MDQY9O7sIA/KBLXjkduV0XSADu/bI2a1uBXEtFrYf3WrUfLDtiwDCyyDIDOzc2rcbrdG6zVyNaq0WCP02yHDkis1WcWH53G21bV1cee9aQmKWfDO2fO+eVet31aZLIyKcltyRw3uQjw+ffnPb8jddfszKAVNjth8/d+R4eWKmYCkrDfnV8/HLn8/d/fym3bQK6dxZQzUDBo5MP7l9/9E37hVi3YzOvD1BZjtaypo4sGzHAeHq3o3zBRN2y+md4Am61MTOZEHOxnITZ43OJ/X2OJW2aw1WGbng7QlSPR2UIm7A/LcHxAjWa2m/HhNZbpMKOhNMRakWc0Y58dM7e/9cVFRmG3p/dO/kOkuzsHETnut7peCqmcjUzBIJtYWNGqJftmHLwYF3D3BaZyXef/eSrLxjx0uks9Pi+ggGRerIBZtnHN1zvtQij+kbYwij3TDMnDR/BJoWXhGaDoCygR7Za741xvfP7MCbJ0BmgPl7YWEhdAjwZsYCNoxbELwfnYc3i28oCesrN9OtdT0PKjdCpoeJioLAuN1kFEN2ZwceeUoiDiKWEd8Aia8eoXsaVCUkOIQKUdY3SKwKE6NyHJSeNKwNRhNmh0bf2JK2UBU/3SgCkAlFSpVYqRToAHbdshFTtcNqFsHRwFxlO3WYlJdCcES1WGw2+ymItAH4KHStiFReozQBYTbx3jRacT3LvBvt1A3k5zyhcbBcsr7rovF8PLUBAgFhmj7DYrukuNZgrDyhQyCAD2nXVl5FTho/f7DZL1pJpOG/fntCpVStUisXvT3B6h7oRUp9TuPnTp+fdbmkuNpKfAxpMRFC+Hm8JFVC+ksbEy6er0ARWo9wBA3r1+PFcwc+Pjkl0xlSJihr1NJPk08cpHFRQxPCDVRA9B33yrykg7n5xWalPqIvC8kaN2DBX5MFJwVakdUiEaRKYis8tfU4CZw7KL5rSc4CWp6n6F4hCQMisVDo+aDT30vCEpw+ABK1f3yCczyayEYWflRBIclZTjsij3GrwkLiw+qnSUN+8+ldpdJ6Zk2aWMPgWEO9fEr/VCGAkitRERQS76QGrjR6ETJh0lMPhrh4SL1nHeYGJkbY5wsLjlAsoFNgDtAnQKsAAV0VY4qeWgNTc485ZLHQ/ZtBJLD8Dwt2sVRE/ccFBmCuscgUUhaWvW6IEPpFxCayhjkgX3pUBn0QtAx0b1nKPOCbrhTZqxG0ERlF5hqzYCntWQRaDkUINJAdWktmNRmN1SZou6RSjU53k984cECFkTlD0v26DlsvXYmVPoh6RIHGfzgYmKqJuQa0wGGutn/3pSM3mxkgYa84i7/ErvB8I7QX2DShGgyTEjs4L4s1fqRNgh2hZc4TKP788BYC4T0C4VnJyZW38OT1XBcB7OqdNiahayuv3EQumUuGi6gV5upBpNbGp2rj6yU5byDzGdxWfGkqVSD0fOP5cyeL01Nr5TBFkD5tnL5+BTLDgCR3Ua6RqoQCF/fkEn3MzBnueevX1CXuIKj1HmIIdgsU1SWG1RaDUAQFenCHW2k1qNbV4VYqadWy+ClEpH9EPoTdEZQJuEW8EyaY0vgoymptvANPPfpQWlohk8tVPj7UnAHPmMGRIDpeuVKmC9DJ6HpzPVEStvVXr1YEBgagIY/ayo0Qpm06f9io1NZWW7S4uAxxHbEHrMdPNnhFSfHVDs4TDr4x9emyO2caFNfyvttSfcfGFffcuAFD0crffTz7nUXBFLLST5aunfjSw8K1B4ReuMUWCmLXPjegfDVVxAwjIvBAuaOq0lF8mdgEtRLMjswisdyTCdIewOuVBjcSwS4J/q8SbUDbbJ6AljlPoPjzw1sI+HWZcB/eQoTX08oIIM4M/rVyI122+qCs4Uu/8droDNOmvDrNa7V1zIqwWWTm5F44d8zueaVXNlNluUmu869nwtfyRK/0octUAhrgzgRcEjnlDAhtKcRS9xis1WyHzgF0AjzB45FJbdb6+jUkA+AJCLmp8fVrWAQb90KVoVb5uZp21Vnja4FqEtTFleK6qKowgS00LOLK0P4XyhEvP7sogyoDHr7tmYe/L7pnvDTno7VbzfqhsyZEZR8sT8ugCyZ5x45pU3pd3r5263Hz0Omz0sKVl/Z9sWlfgT5j/JQMrULlGrsma/ZoMI3SHJpVnzF1SoY31ztAEmB65AQNyFJ9gonqiOC14h9AfDXEaqamR9hgzRd7rTXGExC9goZVFfwTwBq0/iKxJydspZfCeUIrAcur5QhwBDgCXkLAaiotMyvUWpWbdr2morLKRBCI0/23otFEL3WCV0MR8FF3ZYbA3nHNhexXHjk88u37x7ntVNDyRD5RWoIADH4QWgcSf0NZHM4MSMfRsB6tVkttlhocyAzNQKNF0AqEy4b8AXWw2hp2AI90Ol2j6Q1abrcEGbmak50bFii1luz/MDv+GV3en6a/M/bdpX4/vPb0h+Ni319FvnonTZrz0v/seOyRj18rnPrnOX6vLVpq/13iC1vDPvmfGZ/cOW/Lu6vdel/6+bLP571128wFxz/dOmfnHxd9FPTuPV40oFTW25LZUVONfxRhiUw8YCT2sWH6BPgnyP3kiJzmaYtGxLac760nj7AdGEAWRNiMuQGNdBuONy8bmXDerJ7XxRHgCHAEOAK3iIC1dN3MTadJ5KKvJ0TUfmebzxx+5fFszbQRS9yCRTaaeIuN8+LdDQF4szy1rPyVR9bG0g25naNveWJ3g+tGxwupnfkqQOLHBW5d8j3UAqw2JMLjGdoGl7COW2TDLR7B5wEKB/ec0AkgMyvuIhKoHIGVWBEUR7qLLaAGXLPKYQHlrlJATjxCWdSG4q6GbnSYrZ//7L+37ZZHqkuOv7UydvHrp3esK/fptfPrC2a/sxv2Llgc+cn+0mTfrYEPTNr3z18Fjurz9Tdyv6Ds7eaH/nT7yfX/WPvD2Y3xZ8rc4jdL/YL8iCb+zoi/vPR/2slznk83uK3K3PJgYHeEKKiQ7+kBEoBgR4LdEe4kfW4jvTOcnuUikcwPGyiAItYahwklcDJVFJFTRxHVCnUgCqdY7c/tjmqx4X85AhwBjkA3R0Cpf2jz5DUTN73x+/3PvZ7OtNea1KFLVkhfeHzHml7Bc2v9PhtN7Obg8eHfBAK6AaOWrCnxMExueeJNtNh9ikAuv3z5MrxmIYJDXoeMrtfrmTiOQP5lZWUQ3yGsgw8EBwfDvQHyPeT1S5cu4QyXaFbKYDBA7cBy/vLLL8hWXFwMqgAuERMTw6gCAivl5eWhHtwiJzYwDg8PZ9wAHbh69SrIALQQ2I0YtUG3gFeAzLm5uWgC3YC5FG6Tk5NZkY72gixkwKOL/kuwO7pTM2fhoZrhqSNGj5uUbjVeUauvRY2WVT+79hOfa9P/GH5mR+awEXcMCZBeiVIf2LPi76H3Lv2v8Sk1h/7dYEjWUsvU//skVHr5y+W/W21ZvSjDfW+YBrlvJEEkVzgUPowm0HIgCTU1VNDHJs1UQVTLCrC/MjZVaEyVZK8ysgZFiKWLV+KLDZ49zdJupEc3kLd2beoGivCsHAGOAEeAI9C2CCj1czfPyi+wu8xp0bwmNfO5TxPKSb11r0YT27avvLWugIAmspFwNy1P7AoQtM4YIJ0jUqrRaIQgDhkddkEBAQEQzSGUgwacOXMGsj54AhpHCoR7xhMg1kN2RzrywHXB398fBSEuYtX/onDk5+djL2HUCTLAeAKoCCgEagZhAA0ICQlBbFZUjmorKyuxCTGrHxlAORhPQN9AIZheAj1Etp49e7LaWgeMm6/VbLpqQbxo+uUnjU8hl4PvGHpq3uqti2JyVn/mt3i8NGUqSc28+I1DqYyd1fuulz5Ycl/4p4/+Z8ozkcV5ufu/+Hn1IyvJP+emFF8jxPjGyDn9N75LKyLn7x392pLVcyqqNVqVN8VjKv0rVA6Er4JGAKSgpspecI7knWRhjlwoQMdj81WI2caW8A/R6MTaEMolEIKquhxntj2GA3FwsX9Cm2zGLMDi6iC/4AhwBDgCHIEOi4BSGxHr2TlVUGCtc1zdo0YT6x7zK44AR6D9EKBrwb6+EOixll9eXg4lABPEkY4LOAZAvgcNgBDv7nKA/NAnQIJHWRRhJIENAlyClWXVggmwdCRCz4BEphxwuRwgHTVAiYELaDPAExCLyYUHi8uEDiDlypUryON61KEu0h96ltQu9/d96LlqH53ug9XHdh+vuuPVD1LC0dWMZ69eFXLoMhZtDDv2U27Vc9+9E64h/Y/ty7UEvWupNpZWS8f00hDNvE/fJRppdlUN0WVt/Tb64PHzmX98KwlZvXeIZHKxr1oskznMNmyS5qissO/b5jh5TIhmBfdlOC5TnO1ikVkrc7C4qFabNG2UaMB4ka+/w2oR9AnYU4OyDDFiYanUnCd47/3wmjgCHAGOAEeAI8AR4Ah0AAQgl0dFRcEHAGoBtlUzi5SKrkE6h1jPjJHACnCNzEgHf2BiPXgCJHtoFZCTSfC4TUxMhHCP/CiIzEhho0RiSkoK80OAogC14Zo9wg7EUGKgCOpHbaAQLB0NwWwJ/UE6iArSXayDZeg4Z2Vtn9ElpS5cUKrqUrKy6nrolkNjSMkyOJ+Ep2RQGoFSwU5NrCY4OG/Lsu/iBz4IqHWGDFdWZwlv/JHJicoXtMzB3BKw1Rq0BAEBRCp3lBY5Tv5EKmFWhNC1xOovcmDnbrRps4lj+zgVDqYKUllBRA6UwwYKMDoSq325H7M3XgyvgyPAEeAIcAQ4AhwBjkCHQQCyODQArDtY13fvFxQI7rfu12yB3z2FXaM2CP3sGjoH9wzQOeBwT3FduzrgSnFdQAXhunZRDldKV70wjF/8wfhWHJxIIpUofcWwPiLX6H57YAQ9ekvG3yNS+9vycmxXLmIXBUFTQB9RukD32JOKfLGZGjV/smP/Zmy5AOom6B1EKl+xrN67bsWuQ33RqrXzyjkCHAGOAEeAI8AR4AhwBDgC3RkBbKEgQdQjHFAWYFc17IntoyaaABH2HpQoiM1KoCxgB+gAzeAgPhoETqVppnIClxWHyGGjmzHDEom01eYJaNybjhpsgPzMEeAIcAQ4AhwBjgBHgCPAEbgRBKwmE1Eqm5RL2WOcXZZaqNxkNCk1Tgui67ZlNRmN1digmkiVGl2LS1232hZlUMCVWUlJghDZlJgqCXZbs1rFvv6S9OE2ucRx5SKpMBKrXeSrFAWEiaOTJBEJIinlCY6qcuSkJYWQSRKtP2mrYEdovcn30aJh80wcAY4AR4AjwBHgCHAEOAIcgVtEwHhw+WryP4symqrm4BtPVz707Pnlaye+9HCwM1Ppyj98MPudRbW3TRV1ph98Y+rTZXfONJArOdtP6RetXjyyzYRgsdIXpkd1G2SYqogFoVGhNFCJR04TDxzhKL5ELp2Fd4k8MkYcEi1WB4j8Q4iYdtBedRU8AQoGFi1J4qdrMydmtN5mEF3n5fHHHAGOAEeAI8AR4AhwBDgC3RQBn7g7x9KhG/P2fb5xn7zP2HtGJhFr0fa164+b9VNnTSFKHxnRZM0eDTeO0tzdazdnJ4xIVwRSv+3SnO1rtx7XD50+JS3cWpSzYf3WisCMu6ZneDp8KEf8eemiNCr5Lnqj750//GZkn/y6gsSU98UnWwqIfvysKRHVuUfPFp/Zv4/0mzhYlbdpxy/JY2dkJenQ0kdrt5r1Q2dNSavOzSmXWo4csYydknZdjYZI6YN/dHg4IPLXmAj8zqlZkUik1hFfP1FIFOnZX6ZSynx8iQyaB+rMzA6HsYxSBOqfQDUKYo1fW9odcf+E2vfA/3IEOAIcAY4AR4AjwBHgCLQLAsZjf/ssh1zaMnXezszZ08OOv/j4utx9//fE8fhp8zLNv/vdOmExvvTzZZ8bL22Z9/vDo+dMk+1Y8chmorz0xaIV5yfPm0M2/+8/ci689dCKqBnzM8nGZ9fleoxDRi6u+/CLLVu2fPSnO1eNfCTL6F6w4B8PLZGPuGfGgIJ5S7dXn/1owICtfaZNN7/cI2KDecbsfh8ueLeI5P1p3ju0O2Tz0//IOft5r5iYv+t6x16XJKAb8E8QKWvdysViR8FZ6871tuN7SNkVYrdSf2WFQuSjFvnqiNyHkQRHdYXtQrblh3XWg/92WMwIisqIgkjjL6oNXeUxwNa45fqE1kCV18kR4AhwBDgCHAGOAEeAI9ByBGSBCvmxTet//e7ypGBp0qJXDzy8KeC+9O0vv6R9YPJfXkgv/viQmUj9gvzO7dl1x7NPx+s08QsW37dhR/bWz/IDh+75+huzn2rDFxd+P5K8vPSNByZPfybd0KBtlSE+NiZYFqF7YOTLu77YfMGt4PnVLyzet3/T2jOHduytKZ7q9+o3s5OCg6tGPv3v2eN1weS+EZ8c3bdjXblPr51fXzD7nd2wtWTwY5/lr8hiYVYbtOSZIFfa5Qq2URpogONaqWPPfxzHD9kDg0TYGcfQUxzdUxIaSRQyGx7ln7KdP2G7eMpRlG83ljoqSokIdkciaBTwR6z253ZHnvDye44AR4Aj0IURyD9V/PLsj7rwACuvmUJjandF6sLj7CRDO3e8sGvPt4qy6qikkDZ+G3/+r0877K5ktw5FTTXdnKENDlWgT/E17LQMi6HyMqKwBI//ZF3o5aNf/u6hjxaOdG4+r1T7XKsUtAvWKuw7IJNHjRg9elJ6iPFKVMBlbXjoK+siyNEvlz+xmnywKM29zxYS0C89JYmu/yc9MPjvHxb1qCuYX/nUvI0PfPj0+HFJh/Z8hxxKIdQQhu0rrKjL/XxsMnnqiNHjJqVbjVfU6muKc9dCay2J3Ftp9FqkVNbpE1jIo+oqhEN1FF8kp7OJ6lu7NtAeqjeF+IrLi8m1IntFmQM7Tgt7YlBrI+q4DKIAMyWxWI14qW1nDdQV9AlnjhaIECmq6x42q73rDq4DjIxq8sgPX2TLmw6z0AF6efNdKC+u8g+p227z5iviJVsHgV6Z0X5Bvq1TdweqlU/CDvIyeg+JCYpwxu/vIF1qjW4Ehmtbo9pG69THBWZNT2n0URdLxDYArTkiS0kNiR83/cTQBR+tmFe8+oWwRz8v+Wze6yGLHk6oIKEa+zWQFeu14mthQybmDn1q3d/uK1n/6MaSB1ffMfXUXX/78n8nX1r5gmLxqqMP3eW35M8JFdUqrezYOw/vSH9lUVrtIoXp1N9XfnQhnFRc2v/+npEfrs54sq7g3yK1Jbk5+3/+fvXKjaoHH4u/JkheZtooPcymanvsHUNPzVu9dVFMzurP/BbPv3b1BsiTTOFQ+DjEEpHdRoUOJrTCCcGGKKgm1O4oLbEXnrX4AWMW2siBfZoh3CKzAxZHNcIWbQ6HTSoT+WraUp9AtRit+dZbve7/vmNVdxCjxz+Qfvvsfq2OZrds4Kftpz95eUfXHnrq8Lh7lozq2mPko+MIcAQ4AhyBzoyAqaiUBOuUxFR0aH+OLL5fSji0Cta8YwfPW/z6pSXJSossGp211KgJ1kmNl/b9dCGsT3KAVKbRKK3GvIP7z/sl9UtCEWvpsYPHLX7xqUnhV7YvW+f70KIMJ08wlV7KvwplBZH6aCPCg7FSXq+gUGdQn74RxGiRSa1SjU4pNdFGgzVSBGA1SjX4W3ps9/Eq//iMlHDXo5ZgbjdVGdetrNmwSmQ1Wx3EaYBUv6RI7FD6iWUKkQOGSWApdgfdVsFCbBYHXBiwE7OciGoUqsCXPpTHJLXZfsydnifUB5nfcQQ4AhwBjgBHgCPAEeAIcARIUW6uMj7eM+pRewDjsNvMJ/abdm6y52abL+Vh/wRoC6BZgDrBdWAjZqVaRKQicAO7lXIDUAXsqwYljsXmkOgCZVGJ0qS+yklzZP5122a7irfSBecJrQQsr5YjwBHgCHAEOAIcAY4AR4AjQBFwwHLJWGq/VmItvGg/f8p6Jrv61DFRRZnYbofywGan5j1iKVQJNDO4Af465D6S4HBFYookppcoOl6OzZvVfhK/wDZTJqAnnCfQ98EPjgBHgCPAEeAIcAQ4AhwBjkDrIgBzf/ACSw1CndpLLlvO5VhPHTGfPGLOPyc2VcG4yC4WSwP10vhesp795D1SSGikRKURyRUiGcyO2sEXl/OE1p0PvHaOAEeAI8AR4AhwBDgCHAGOgCcC8Gm2WR01NQ5TpfXyhZoDu7ClmiIlQxLXS6zViRVKIpWLpELcJc+SbXffFeIdtR1avCWOAEeAI8AR4AhwBDgCHAGOwK0jgPBH+IdQSD4+EotZpNYSu13kHygJDBH7IKhRO2gPGo6J6xMaYsJTOAIcAY4AR4AjwBHgCHAEOALdHYG226mhuyPNx88R4AhwBDgCHAGOAEeAI8AR6DwIcJ7Qed4V7ylHgCPAEeAIcAQ4AhwBjgBHoK0Q4DyhrZDm7XAEOAIcAY4AR4AjwBHgCHAEOg8CnCd0nnfFe8oR4AhwBDgCHAGOAEeAI8ARaCsEOE9oK6R5OxwBjgBHgCPAEeAIcAQ4AhyBzoMA5wmd513xnnIEOAIcAY4AR4AjwBHgCHAE2goBzhPaCmneDkeAI8AR4AhwBDgCHAGOAEeg8yDAeULneVe8pxwBjgBHgCPAEeAIcAQ4AhyBtkLg/wMCEr9PzN1pQQAAAABJRU5ErkJggg==" />
</div>
</div>
<div id="creating-an-rmarkdown-document" class="slide section level2">
<h1>Creating an RMarkdown document</h1>
<div class="figure">
<img 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TnZFHPUOpDlOjQPhErIdd/VImgrYkw4Y3lZOaHIxGRzWUGiEIQv9YQsrUxDhrKs6lMT4Mw/iAlQ6RIJlao8FivxC0idWKxBLFbLEH8OeAB3EqIV4Tu6hfpnnW8BjfR7BRYlFamc/C3MPJKJeEVFnvVIW0D4XjL/k0SpRCwr2lT/nbpQ1j+gpH9iTW2hyqL036VhKp4oLYvn5+flsPr9iUIqWV5aBm+fmvwIMirKy/Pyv+fwXF5WEq9IMC8pKMjOzv3JTP6OVmIRc4D8rfce5sZi0PIKwni97WK8f6upUuXGS4usxtmAAjuLaRy2aM/2dTsuokoCy+LeZ3M55JGgANCD/ohmHC7nYDMYgtqYBDugEsIQpVFKaM7fUEAGDjkJE+wJ8RGHKDfSYCpXHKKYwnemNqn6zwZsiVY1mS9jg2IyGYvitlWVDQ6QqEXcKgRCIYhzNeQMbs1/QRYTmzYlkvHcXNp/tVol0aBFQ7jdXD2VF1SbexsI8xIJFTfQxEpAaKlIKMDeCdMUOgtqV9RjUR3+p6QZsWPJVLYPyz9MJ5wQLegqzMrL4zS4nPzv7Y0U2xq0bpYR3k6rMN+mG7bxUokcGNSkI4sU/m1F/20SsTUk1RC56Hs7YWsCquTZ7nDSB4aarK2C+lPc/BRCt1a7vpsNWaxhE17aoSB+POabqVLOdlyiIjuRlfMjNLHNuDsgmYwnEjZasSxHTM1I2wwtKy4tryjPyU5l536PZUAC36as87Sh+H9IYNnBlW37ZDgnFHp17XicgtY2TTD9mQx8p6DxooY+hFEJKFshdC/wZgrijxKIQ8L6JC5Hs5g04unp1NlxSxACcfArCV1BNrQKAQd8XcCFTEWx4nE88EVbjYpbqAigWcXKqCTdHBCJ2AOK3P3bk0nGr1RWEpdJDSySgdxurlhWLttRWSnv7oOqwhQycSAHAZOVS1o+Id92vTIDhnIzWZXI4FsWW2TlcbqAZGF2MtsaJyUr/mIocmKFagmxjbrdIWBlUS6qo3DTfkmUbWCuBFTUJaYj4HCVerowLbPKH2NdBfAfu4mXl5aiTWEe+vyQTg0eunBj9VBRWlFSUsZuaj0GhJzv2uaNGzugFXF7FJvPmPK9OMDEFi5JhogaFLCdVdvsrUH56sZ8z3uco1oBPQpEK9v35Lg1MpZmCLQS+V8TtqW94GHQvhWTakB3xkw5FDdNGyoa748fEMZQ7aP1j89cHFMJGkcFS9eKinj+D52aJEpKiysqKtg0Kfg+UxMe+jPk+rBrZyj+R4QKVq4VFdm5OfmJRNUhqYp6PIeyLoK9coorVI0qKFu6YfxJsLypMTs3VqtuJkPNfvM6CoQsXcolVjchRXCl4MGn1HXSxCFwG9AACl8JYuVS0RnSAhqJahwCPuSBSvi6FVzMicmyjtVwv3/I375V8/ziNQvWcijnOwcmwwT2QfLMFlQi5pJKQbHgXjanOGcCHAhxNUxBAgcZi0rAZayVsfWuZrImbdUUFqaAIs+iu0lkxb2GSKgYKpZE4ZPmigY4SC5AZbHSQb1Yrm1ICsKtyjRKDlC04JJQ1QQBOHWAi+c7cIguPpQbqKJq/PA0zOEcQlRVwaO5oIFQUZFgg4ck2wk/ZGoibvCvpgNwNrRLS0tZh+UU5GflF/KQS2qAqVBNqww48tcfz7KmsWq4hR4ggl1T0iqTjRLJnHQxbYb07VpsRpIGyJBq9ACj1YNbLlVmYVIxqpFsif93h7Ms+OmYf3d1fmIKuZqYsA1eBRHHg5gOatq6EZTsH6toknRMVhN+aO+dUbaGv+xS2F5FMsHxvhp7yxpotgRKVJRVVJQlWOQl6A3gVvNwuyXy6IxYzy+2iPlvzKhgF6ginpNMVeTFC7Y8dUskePjGnNVmeHkF32meSs+iLZEaqk3OxRef7cs+HMqljRDcGhI5mzaVLl++av36ovXrN7G9XKdOba9/gVfy00/nvfbazI8/nrNp06YmTbbzYclrlfUpJFT18SgJpQNtAIKWnpc8+ujTY8ee8skn8w45ZGBxcenEiVe+/PIrvXv38IM4gTxwqMZcciVU4lIzXp6ZlpwGZBTx2zbdDzx031127dixcye79ujcsUHJ0oWbtj9s2AG71Cuet3hdrGG33508tFvL4pf+tXgrfLaU1a9Xdz8Gm+W7U6gtJdIarlq1etUqfLtp/fqNXBs3bqhTpw6njdnD9y7AkD/++OMhQw4fMuSQevVql5QULVu2pEEDZpNkKZCQ1fKJz7wpIbsLskCgtUioqNKaxCvY07QJO/7/7LPPXn/9dfizPEaW9dKVHEI6moBKfJJDhgyLx8v36LprWVmcUTAv16f/Ri7dFEs0QBHqFg7hAkLDpLairaEtW7aCLZ3CQuYoQf+s0tKy5cuX169ff/Xq1cXFxbVrUyG/d5A5Zr8HboOgqJ5Cy2DFksVF6xctWrxhw4Z4orywsF52Ztg///zzp02bdtBBBwXUb0tItGSBGzQhXVFSVFpeVsHMII8HbgX0/qG/kz9rpIqxC/biiy8uXLiwsLAQ51TEmUKl8jmvXnPnApOo0Or60nfTrr/5Znmj7barnmf31rWz0xfRrRqWXKe6J4UFkZ8VBxJlERs+TWPVqpU4uXbtWhxuywyfQduQELmxWrRoUV4ettpkcb/99mvVqlXHjh0D95AYMmQIXtpjjz0CJJ0wlt4ceH691eC60XKt0eLkbz0nKGYvvfTSqFGjjjturHsMM5FXzYqtSq2SKS+pJmwLn4CPY1euWrVi/fp1iUQFlcS5wuFbTEZVZrq2enbn3HbbLaeeevoll0zElp12al9cXEQxwer88y/c5iaQLuia/MCKMp6MM5/O0UGQpUuXrl27FodXC/mcRvHidivk0ipuqvFG7XTAgf3KyipYOebm5X7LcYoauUSAiXjpV/PnU2nr1a+Xl2890po1a1C1bt30yp/tB0xo0KBBjb0WR7bKy5knmf52kLPqDqUPAdTZIfXq1YvI3HpSLQ6c713BErYwKi9HYbrcho0aBXnU+RUrVmCLIOXlZaUlpn1Obi7FIeC29YT2/NQOtdbU3JiCqEaGeol3CJX23HPPw6ee+gfJI27Xrs0hhxz4179eCw4aH3nkcU8++UzIvewyVPqd3yYxqUGD+rm5iAg8xTYqiyy1LnoWC8uXr3zvvQ+bNGkCfNOmDZdccjnAc845MydHa2g1IfGBVhcoEqGY3Eo0NpuM7xZC6057dG1vHVkItRe/89raFvt36ZhqsOCxN7/O4oEH47Y99Ngan0C+WYK5QrXn8fDRFRs//uSpU5/N9A4x+rgFX3+V4PhHMqegNl6iO05t2rT+vffeL+VIUCz+zDPPHnHEMWVlK7wGYCOuI8BNDiFN92Fx5l46EwtTyMbWSdDNwvTnnz/9/50BZMeO7Ys2Fs2b93nTpk3mz58NdiSIlQAiJ04D33//g5699uPZra1CUlnlFdn5djwCLYQTYpFLO2JdAoJPVWH2HY8xmuam2Df+wx9+P3fup++//1aGDzjJK6+8YsaMF1977ZXf/OY3dIhPPvmYWydWIBDEX2w3vwVSTZ+AuTk8+C3KM/XII0+MHXdC7dqFxcUlDEsHHnjg/fffv912jT7//LOiIr3yVgU/OKqqyUGcEjIBZbDCNr9sh9QabyyeoA5SS1EGnChVsE602X/+85+vuOKKFi1a0LvNnj37tVdf7dx5N99m3Vwf+ETJ/W6zCPnPPf/s6NHUutL8/Og+lqGynWL77ixteWZZfWyTnrRrCRLrYCP4XGTJImKVHRDgxnv8+F9Pm/Ys9bOgoKBHj/3OOOP0Qw8d7CSiAicYlebWvv2Od955+7HHHkvee++9xwDsc01hij/p5Pvvv9+zVw9SNYSsLHtFLheHUxu3GMaPHz916lRaLpNjXN2mTZvRo4++4ILzGSgjGobamNZz7do1aGXP5tPGylLQQBBOsAjRmMmlhP9NowkoxwZXwCQYKORqMZjpspBjGdEZexg7zzzz/1166aUuKyq9Grk//WXZkeCoYc7KlStOPfW0++67u1u3vcvKy0488RRawcMP3weTTBPAtMBNCnOrhDiryEjLBLwd1Z8ejLcaKyF9+/ZdtmwZ2AyWDPMs4cTlgQceGDyYWkGAoVhJkHxLXxfUEIXFn3/+eVHRRr935B+8NwOD4447vmvXLlNu+6vEMAf94IMPmMJ6X5z1yCOPTJw4kUmG91rFTz75pNA8Zn3IAMM/ZklZTFO87lWqzdqAakNhRUi2ksQJwc/RNCSV/pTcCBfEVUqshGdlnXHGmSWlpa+88koA3nbbbX/4wx/CVpO/OGPPBhyiIpCHv/U5g+0Q0YHUNDPRYGA6pTl6Qumgq2ncv3+fs86aMGvW7IsumnTLLXcefvghTFCuueYvzEv69+992203sFiZ99lnDeozrbM6Ub9+m40bN82f/0G7djtkeAIOrpHLiFVBdUuujZTuAiCJRo3qvvf+69zm29uJtCupRBYJkThuOhKEmAAroWXhuHR+TX942MiQ//T117+yRoRCWnv9lAUbv1lKxws9IE6KbJ1PTbwNZrsHTIOrP49HJdjas5RefXq88tILrnAOo/LGjcVsTfG6VAHvRDA8G5r054ho4oADer/77itaJbz55ttDhoyaN+8ddqqc3H0CR+9/eMmA96t8ciO/iVWI0wWBs5nuHH30mNtuvfH4E45TcdD0Z8+e6w63EnHTICQQ6zYA075NZiXtsJQNUoxlLKVpXRSZSkGE0Mpq8BzVcrnSHJw5t1DlMBOMcci0dtn48ccecMChs2d/3KXLbq6AIf/97/ecfTZz5dSkSZczGfLDs8DhKYbi7+gWcas4wKWG4miuI6Z1q2avOMC/Svh6/hcFtfLefPO9oUMPv/baaydOvMyamgXpQ4LbcHErDWNdunQ97bQJJ510guFWQQhKmuJ6Qy7J8hF/puK+Wg06BA2VMOZffvn1WWedde+9944ZM4Z71m32gp1NHniiY57NBNTjUkirlLmt9pe5Zrxv3z5vznw9L6+Godq4m/ygA2lxxhAlyAqyItal5YgQBLJIK07j09sh+vnnp3311VfHHDNu1KjR69evrrqgBJ8AYfp6663X27dv61VXAoBT/wnyGzHMeZ2a6gqtmgYJ8TE8XMUoQaP1jTDg4kwiOMog3nJ7vvLSyyxali9f9tprr5133oXTpz//2msvZhbxoiXmCkGmmQ7OWXDhROMovhQgDshKCKIYblIvKJlBT/8FTRKJ7TRa3769Z8x4lk2mm2++7fLLJx1xxHDfQ4rUkWoM7BGmBUbN/NycZ599jjXniBHDfG81++qrJ3m/bcwzp0OQGDQkEfWDsqSP0uSSYFaH/grZDFgcmcvc2lCnNGvfG2+8cd26dSErkxATMaRkVe5ISa/jM2j215WkBmTzomkqJ+knPcGv0fygodMZddQWu/eQRV197PEn7NVfX8q+9dZbrFLmzft0l112hoSJ7EDfTJ00aZLN76oEq06c67AtBPTOzaGAwkZsFcTKG+yqUQ20tVLIBPmEO+CKcamAQgPOrUJIpO9xS24uA4lVmAxODX+tf2GU1EZ5hlumJ4ziIwvDkVLpZ+s+tjBAoyhSdckq0tDT4+sibVY1b95kyJD+5557+n77/YLbN998B6ovvviKNNtWLVo0atu22UEDe+27757gs2fJvISsQw4ZOXToaDCZzey+e9+LLrpCzMeOPXH33fd/7rnn/I2MCtbcPXoMrlevXa9egz/6KCzW42wYjBt7PFdFBRNGU+PFF1/p2/fgRo1atm27y9ixJyxfvtQZSuFgBYghMKPwvnkLMTQE62AjCLE6Ox/9q2NPGNbZgCbWhAshv/3+vz377GsuPfeaS3/3q/5to1Q1pm1CY9ydSTrihgudufANKti0g8s+EmHnFuOLFy0ZNOSIhg1b7rdf//fef8/pQIszdx437kQqMQ+8jj56/Jo1a/v0Gdy1a8/Vq1eqEG32zRO/OBcMkaJ6oDrHrTHxKy0RsydMOP2Xww8/fvzYDLwiPy+1915MBUzPlStXjR49vnnznVq27DR+/AQ2sJ2nbe2effbFLVvu0r79HjfdNMU19PfMfe580cWXt24NSbtJk64Sn0iMDlzGXDpXjW2xRKfE8bRYRVnffvu0bt3qjjvudv5EqXfeeXvJkiUjR/4Sd910041sEsgi3Hb++Re1bt2+Zcs2NH4BR406Ehznn3j++ee6du36wQfvu6srLr/88quv/lNVTaQPMe6Sx6RqUFhqmxrSByXr16tz8MEDOnba6bXXXs0oKQSqTvyqq67q1Gm3Bg2a9O17ICt1WXrooYd++umnF198Sdeue9x33z8BvvDCC4MGDa1Xr3GHDjvPmfOx0OBi83RTBLmUZoijapDmSjfVevXqMHJ/+eWX0mS77bZr2KAegwcd3+Ili4cOHcIe7O677/7666/J/yxDjz/+xObNm7PL4p40OldmEFvHHTp0QBnMeO/d98f/+ngqldgyDPfo0YMHap07d77pppupQt65JNjiOv3002Deu3efNm3aXn31Na4bvgqOFQNBlCaWCYplphCIaTpJLOrYcaeuu3dt2bIlc3xgJ5xw0kUXXez0mBanWJ9//nkV2fjxx7/xxhsZdxkD+Y3qcfbZZ8Ohffsd0dlpkYg4XIddXKRBpvUkaEA8Y8/ASci9AZMEyM6YcSQ31rp1i6OPHvngg/e+/fa7t9xym/PhWeSyoUOHNWjQePfd93z9deqGZCE0tnjxosGDhzVqtH3fvgO//PJz5594+OGH99+/VwYtceaZZ/72t2dJdCJRdvbZ57Zq1aFdu51vuummgQMH3XHHHRm/yVeypZrOAEOudDbpCt4lJXfYoeVx448l/eqrryB6zz33ePLJxydMmMCmNUqCWaWsb76RswesW+6+6y4WzUxTdt+9e9eu+3btus+wYSMnT74p4+0glBEtfv75F7Ru3a5lyx28VeIEXUE3hKitkXCvSj+OR9lXtNRzwrAyAFKrcJBlAfGGtkuDBtv17dv/feswYWU+Wbnym9Gjj6KGU/RsdDFUZRgh1Ob+LBt5iv3L4SPq1WvoFX5OBgHOMJFL8Z4usSVL+mdwranG+vbps2DBwmXLlgP98MMPeZLYqFEjNnelyfTp0w8ddBAMb7rphj//+TpVEtx4+umnv/76GwcOOHjPPfeefOONLErVoHj6Q0fRsGFDnktmhoC0OHj26NGzfv0GbIjedNNklTKbNN7XmYbe1+3xwQcfuuik93VqjOaTjHNIy4rg3pAwQXiVYQsfmXHeDaXFV/1DGV9y6eV7d/vF3nvvfe112FVDkJlPPPHY3nvv07Rpi1NPPYWtL1PbS9gKufrsxKzQ1ASd5G6pS0YoDBIAzfW49aOPPmCNSGroULycGD58COl//WvWXnv1f+klysA4Atl//+4yplev/Xr12hcghwY+/viThQuXOE7FJ/M+5XbdurUIYvDr1284bPfbb5/27dtNmfJ3OHhIMSOZM+dTLnNSLPXss9MHDBj63nv/Ovvs3/bp2/Oee+7v3v0AHvq4UOkvQvOmX2k+bp1s3Dw2HB5n8jSezVjtx6ZSterlZTeqw6NTc5tzccLt9jn7uP4taq1756WZCzfmde4/ZmQHZvqb86yEsMfl8w3cKOeE2kACCDZW8CD/GwvLi0tKmTgzkIw4ctTy5Ssee+z+Sy89/6833+EKGCHP3efOncfCjt5wwoQTgU+ceN4Nk69iIBEOk29e97KpCS2blXJaNzJRCXG6VLi8+1qxYOECthwHHjjAN1ukYWWMJjh89uxPpky58frrr5458+2hQ0fJsZdddtWtt9557rm/e+KJ+955518rl69ChvUmidiVV/3poYceufOOKddee9WkSVc/+eTTmQKqdIvrg3pcUZVcNDOTbKZ5GFGanVX2618f849/3I8PZcvdd987eMigRo3qQ7h48eKvv/7a62rikkuuuO++h+66KwhlvzTesuX2DzzwoCMkH3rkIR5wPPssDx+tSk+Zwly5c8Y/Uiy4K6qnlJSeIZ1eEtjzq3jy449nzZ39yS9+wZQdQgXDvOyyy6+88prx48c999zTTZs27dXrANc2eeGF5/GEYtSoETdMvo5DVMxgTjzx1H337f7hh29Pnnyd74G5T6zm0DnDitanJyZSIKgnWdwKnmjWbDseK1x00UUnnXQSz4M9m+pr+wCDBw+tVSv/5Zdn9OnT67DDhvMgDG2vu+76efPmvfzyS48++mjPnj3Bp7afeOKJ++6774cffjB58l+aNG7MZHn9+g2ffEIbxG8xdqT79++/4447zpgxY9Sokeecex4jvX06JZZYsODrqVOnMW8YOfKIX/1q7B//eM6CBQuqNsOo/lLeZHodUBZx8CFN2AIPQe6774HHHn3i0ksvVO7nn3+xaNFizzRXzJ49x3sSI+TxX2T4AZBme9llE2+9dcq55/7xiScefuedd1YuZyoPvnJVA4nZnUpUlPPUn2Cto6piAU1UJjrDwRLduu3VtEVT9jJZ+lNsAwYMqlWr1ssvv9CnT293ON0UHKCNjR17fK9ePS677EIWGMcf/xsZtXr1Gt+qFNvEVxbmi/8FF1xy881T2LR+eurDGDtjxsvfrFjh3ECWjaa8Q9CZTl8DaojJUq6YiwpC8/Ddd91DvM8+1N4kzCk11jm33nozO9Yff/xRKOuRI0ecf8GFt95yCy2xb7++Rx11FJtDVOAbJl9LzDx1wQKmMukig6GM4nH8ffc9eNddt3tXcJU/xQhuRA3wGYC4cjwNxPxDsHqvB4Xm5KCwMhUDxCiMLb/sskuuvPLK8eN/9dxzU3kS3atXP29oxmHAAPZc50yZcuv11183c+ZMZudBBFzoIGliZ5x5lrc+Kvxk5mSRYg2qqsSJpYlUSpema0NPmey+7z74ZMZLLwLh8QcNqkeP/RGKHLqIDRs20NjRefHiJV9/vUC+ooGwm0KTGf7L4aOPPprtK/axaIRofvDBB3Oi7rHHHuNZ219v1kMiU8AL5UBvgM+MGnUE5TV58g0Y5X3dA25d6qFHHsFq7+tM8ylTbt999y6uvDQPhqCpioxYl1vjES8OM03XEre4qIiTiCFw0CTgXXLJJcyqb5x8A3pec82fqj6oSmNh5lNPPXXllVedfvqEESOOmDLlbz63Jpf+hvEuPQPN8DSd7UqlFqdSS1KpZX6RWJRKfR25Ftx88yRoGjdu1KFDGxLs41177SVOBeHyP/95IhAxPfnkcaWlAFelUmtY6wD86qt3U6lv4H/hhWdxO27ckanUUgTtsw+bK7H772fJtejSS39PmnEimVyTSq27+OJzuOVpEYTffJPeQSktRbFVe+zBWBK75prLU6m1XHvu2ZXbK6+8EHGCZBLrUqmNqdQmvzaecc6lW7kengdaJCTmX3POZWdOeq4olSr96jkIo+n7Pjbk1/56WYAXfWY4W7k2buDw1ppNG9clK6AtdpXWu54r8N7gwQMxIYQnH3+UCco//3EvkDdnvsSHesF/443p3H75JY+oVzzyyJ2ky8rwxsrp0x8lvWLlXNKp1Gpcl4pvKN60br0JXLN+3bqyEiSW+IU38Bhoy/2iREivSpSvnPa0MXns0YfLilalkhRcFZzHHzdNXn31uVQKnTc89dRD3L7yyjPl5as4RXTmmROcLc5f37RFkysmXVSycdWyJQs5MXPFpEnlpRtQfuDBB4wYcZhXCThjMqLRgQSyohe5ukBYnCr7omz9rJK1H6VK5n01/x2mudOmPUKZVlSsbdx4u8cff0AlO3LULwcPPgg+paVLOZ193XVXOrzIhQ5Dq6lTH6azKCqC5yZ2XwYNor0PgM+cOe+AX1aG5niYQpGXSEQvc37kwodAwCyjavz9rim44uqrrjxmzNEcMWnVqtWaNRhVPnLUEYMHDwKtrGwdfpgw4RTxjMc5JFj75JNPkCymkjfeeJ0z37h69SIayz33/M1vJdTieMnaVd8sX/j114sXzF+/huZJCaoKSdsQg4xuVkAgJJMl5557Nh5r3779rFkfxSuK161ddfdddwJZ+PXnaLh+/So/FvBPNDnggH7Dhh2eSJQz2aWPoG5zPsyV+TsTkVSqIhUvXr929V133oGxZSU0q4ojjxzVuHHjTIOJjz76KG5Li003bMeuuXM/Bq2srIhu4dbbbsZXbjKao6Qu0uisCwiaS3nSUQNL8SSqEpB+++23yHX4n53z4447zhVmBm4P4B944F7PtWMff/87njTnZNIbM9X1NOdv0q26XkEnhg6hxI2ktGTT6lWrli1dsnrV0lQF9ROT8aoUg1CaQ1KCbkzyJMhjgEW/+MVeffoBLH3ssYfM4Qu/JGv9+pWY8PDDaLjhkUesQb333uvS5O67b+PQmOrnLbdMtiPwmap42LDBw4cfjuiSkhWFhbUmTDjJlUEfb2tX0Onhc+lGDJzb6IVLUVtORm3SoKX9PHjwIbvs0ukvf/nTgQf2p5iOO26c5OKxESOGZ8wpjpY1X/E58sgj2Ydbs3pVRXnJLbf8lfqcwSwZNuyw4cOH6XbkqOHeBDgaYYf6r7vuGq8DxQMPPpAHQBlNqpe1FPDGRVVMsW21ccPGdWvXFm0Ck6oYQuLcc89hL8Eqp1WtorKytd7QTnUORfE4h6ZpaL9G0OOP34+3X331Ja/eFU89xaE0uq8XuB05auTgwYcWbVw/79NPsfqOv01xhpKCOJjTzKkSoaKqngBBqKo0aXCs1ZDYuH7VN8sWMcUZM+YoFD788MPvu+8fEyde0qnTzpT1VVddTucjbt5FDJYk1PAmM7to04blSxdTFtde+6eN69c9/TTLudhbb78lNN8IZAiYh2KZQjHbucaMObpJk8YoMHXqk97XUQdKW7duPWjQIQcfPBCEOXPeoxTojiIeRm2afLgwFpNliARaXFy0cfmyZYsWLjxooA1S1OdooEqDQxnDfNKkiUsWL1y2dPEBA/qPGDFCLNzDmAnb+MhRI3bddZdNm+hvkZUaNGgQ/nG00pLijRz64eUmUXkMCWgVNHumS9b4I0HAKtMoaHT4dscd251xxnjNzpgPnnHGCe+8M32vvWyWcMstd48efZJnMZlVYObO3JYAtxCYEykAzPnoo0+4GTiwvz+2ZOXXOJOrKZ7ukmg/Z848bnr37q5lQd++Pbl9//2PHCMgk/A5VzrmKYlNabd0cdgSK+a8OuOJ52ZMe+7VJ+5/YZGvVY0nfrU9DBim07n5lu518vl/nnTBdeccVBvtC3K2xDkDZxeDwEtYNsHPrGm0iGHenWJjqbh4RXHx6uKi1X379WES+fGc2dTRrp2Z55pgd4sl/FaRbITc8h1khYWq6GvCOJlWWlZWVp60TXgVgWKtA/CPJZgX16vfAHIOJdghXyuWIIVE6sMPP6a6d+tG4dptj562GfbhR7OY2rOS7t59L+dDln1fGQ2oU/PnL+Bg4D/vu+/QwcMOPviw2bPmLly4OFNbVC6GH7lwRfAGcHCsTHiqgyllZSXtWzfu3Xe/O+74O1nTp7/Ao/1DDx2QITetgCO0qKj4nnv+icSMUNZwyb799sckNqU//XRueaL8d787/Y033mRh/MQTU+kp8u0Lp1KJGNHSJMRAYC73SpDUBtle4Cfcddfda9auPevM0z75ZFajRnjSoRbH58//Aj/4liEMeSrBCyPdWcoYGUyNK2hm7HbbNRg37hieTo4Zc9zSpfJVWlAWRyJwhX2T2XErtYUWEO2UiwpMnNYTkokTL5rx4rMcnWPXd+bMN6kVc+bOpUb9+viTDz548MiRR5P2dVvy//2/CdOmPfOLX+wzY8YLcimPgMaNGzd27LgxY45BGduEs49Eow/rSwxJzZr1cZ8+fcwGC8kePXswm2FPlMbCfZ++vXfddWfg+JYRgu3/YKYbIN+qTspGo6oagAhocb9+fb74Yg6TzgsvvJRzl9XK3Xmabpnis6LxEGWSWrRocaS6guPVNe1TK4L0RSdhvQVDI6el4rYBmHa49IlyriYoLY6djzat24D30UezzOG/PvHgg4dmHL7QuRmrrl13Eed99tmb/ZlXX30jU3xkZpSRNFvdfV1SUtq3bw+3Eblxa2v29hzqWdXKXEAsN3JFm7yQiWVUDJ/8858PNGvW9L77/n7HHbdk5MYOO+zQDMPkrFmzQlkzVPTYf186ipUrVtAnOj4qqtbxgUikq0KSIJh68+d/VVRUdM899x588BD8MHvWnIULaZVkWW6Q4gkpFpS3T3gZGv+4kJYOoJU5Pvfp+q8Op1cvWroxyclJsvvuDS10X/uopfTouT+O+/Ajxgvpjx0VDRvUPfqoo359woljxhybaX3khgs1lI5qqAos57ueTNy81+3Tu9crL79Kl8tkomfPfdHks88+51jMM888N2gQA7xYOUnGpD59++y6yy6okp2dU1hYyH43G6T/+uBf1J89dt9DWJkhAIkVXii9ZCxxnz49eM1zxYrlffv1BPm1117nhVnv687wvq78iSeeGjTooHx7KQETUECGhIRulYViIVD/aQ4WGPp79elJV4CSCtdcc43w5s+fTxHfd999Rx89+qijjmbzeOHCBRkWMpYeAHcl2+/YltWgF0Sse/fuL730EqwYvIj5uAxWu24ipWTpmW3DgxRXFX85BDwBTeODDup3yy1Xt23bbd68L+6++4HjjmNjHzjiK/baq9O7706/8MIrJ026/tFHpzJu7bDD9hn9qv0ViTgTIzd7zRo70IQLMuLgSRCmifZgZe84HImFCpysPP94Nu3WkYUmfBAwNQ3xZpO52+yvE5R//urrMzYGWTE7NGHBnqJH0wIvnvX+/NKsXNMwt2TJ11vnb3vEyXh2IpsPh1g7S/cpKjaTwlGjwkLqTTYz1/Iy3gOKF28qoo76y8YUKiE4JGhIAqBuiSG3EqQWUcY8D7aS5sxGdrxWQS3/tKVqnkgM0/D9ZfQddtgBAZ98+qmNljbL0ZXmXFpaZg+57PPDhFStgnxWGPxcwqZN9rCgadPtHN+y7D9zm0SKt/tJH3TQgK5ddsu1V4hjDRvWcwRwgs6gyCgSmwd7wsmpgixebK4oyynN+fVxR5144u85Ann33f84+ugR/qqgyjetp22/x2K0wN12o9O30LChTbnq1C7cf/99pk9/qWXLFocNPrRnz19wjIBHsE8+OXXChJMdUVqRDAnSOEExjpUIOY200KxFgfHkE080bdqoft0Cb0fCdNJYkte8SdWvT2uUpdl169ZZsoRH3VXQ/Dbr9tsnM88+77xLOnfuPnXqgz16MPlmRhLjE915fE/ESsZmav7zJXCz2uJilAi6qQWZuP799v/443c7ddrjttv+9pcbbmCCQU937LHHZPsZvbFjj9UG5GGHDX7n3Zln/fb3AwcewmOmiy++ANrbb7+ZgfC88y7q3HnPJx+7f7fddme4Bu4W81Jeaf0GPE0j2JOi2rVqkdq0qchnLzJO+shqjJVWxEC4DeYH5WEAiS7jm0EzZFYH7dtvf+aZp+yxR5cDDxxy2mkn7rrrbhkc6oD4iwQRcgtASXdEe8fNyoKtft1nytf4+5UW7etGO4fIgW6mkjxV9FyIhMCtAgkgyq0UxJut7NV36tSRLDor5vT42eegPMEZI4dnGMoVfMTOFMalGW7cSUqQFWNVCpSHcZksSQQB85mVKkgZ4kp93BvySRROmpBi1HzhhWlKexl5Mh1hHcHWxPXtOwXm51QyzvtoQHkljcmuIygSstKyS+kUsy5SrAF2221XKe+tElpdaSc4tiAkpT81zlZZvpC3SpCRgTmqSGBCAjinpMTaPgcv3F6AsUxDw7HlLKfDW8G1Cgq8+0IrmBgmnSD///KX63jJ46KLL+vcuSt7D976pE80lkRiJchSBUZhegOGV76PWL7vvvtc86frOPmUk59D19qwEZ8VyJ4+/UUehd92242ZJiAO6ODFZ9MvQrrgLY+9jk22ycoDQZNWGRBqL/R6ociELIwln96GJf3+++/L4o1TNYcNHtKz535Uwkxfp/0CyNMlm0mINYYAJxd9SCjNFxysH3bVaOj8tbd8K3XxlIr4wAMO7NChPZW5VmEhx3o8R20TnrpgJtEW0zSwgmkiBcxSk/EKJM7b5uYVRPlLWGBBguBc0rC0z2hjDRoUXnrpH8g+77yri4uZvUoYZcOiMHHhhb91WnvP1iHGecOGTVJOjXDtWmYhfAfl808++cKRjUPr1q2I//UvzuxAGH/lFdYQm4dk7dr5rVrZjOejWbO9biVm+YHZ3XbrpFuPTZnMrXHjsh5ny5erF4vlV8WRG8izxpFWhrRV6Vhs5afPPvDQE/946Ml/PPToozMXboW5siheUws+/MkUVVqu8SMDPXm9nhPaNhrvt2/3jRs3fvXVl/aWSqx840bGMwI46RbljGQp3gaHNPMCfwONZ4MUAO8fE/m+TcYbjuOMPLKvDTFpqlVYe7+e+915511FRaW+lqdEVKxgpTp12pHdiE/mzpOId999D9477dS+S5ddeaDDO97OKsuODZbaTh3r6w7t2zMKshk7+qgRY8aMHDOGBxwHuo1SHmPlCOkPMHoBFBr1ljkbdZcH/yVHDOlHn3L77Xc/9dRz48Yd4SsnFS6sCMmOO7dDKE9zEadr8OABLijFk8EZM16ZOvV5TkcVFOSylHnwwcc4HXXo4IMymiBR3KQJOoRbKSmFXVS6+Kzb5J4TG/zyRSJJW1DpAEyrtONO7eiV3njjrXTpxJIsYnbe2cYtv7L4DEzGdmgrxo4dOW/ee7xdcsMNLGHTfHCBf4HPXmetKEc9ylq6BQ3lLmkIlWyxlUrz5g277/OLOZ9+ArNddtm1pKSkTdu27IX4NbpLl85uT2KP3XebMf3Z888/59prr+cpjPMvHzt2hJSZfOOt9kajtwGfn2TvvPPOM9+YKVr2FV5/YyYdzfYtW1YZrSw77YeMSuhW7UJVQZxZZSRbyI2alujQYQdQKEo40xf5WRkQ4rwH4aTyKgwJwRtKZ3Xp0oXzv15drW7bFmYpniRIAeEzFlp7pROl4Dge6c1BbB033S6AEBSTMB08Tl5//Y1UwuOOOxZo5867sWfWtm0btvfHjDmSy18xq2xZxiMWe+ed94k7dtwRTTCKsYQKDzem/nNnfypD2rZttdNOHWbOfMcpknPnfrJxHQsDNJdcFJAVxKSjCjtFJSQYa8p7BQ61SLSQEyo57LzzTjPfeNPZ0jXF2YGzst5+e6eVB7AoKlfKKCvVcecO3io3jhkzyrsCnqEMlFFb0F8a2hcCrQ+jA7NJENyC36LqCTm2404dvKGhJ2gMOtboqKUMdp067cKa/pO57Mqbku+++653Xx3SjqJbtnGBLjR59JFHzZs3u337djfcMNlzxVyuUAyEhOAhlr0smb3XrSjv0mUXjpFdfNHEvr16o2u9uvV23mWnK674U4sWzTt2bJ/xrRjSaVAJSfv4YE3MzbTZQLJXr170Zn5ihvwYw4H9cek777zjzHSvYqDXXnuD2Vfr1oyMyUMOGTBjxkuc9xo6dBDTMGYnDz74qPd16gxRG4VV6EjXhQ5cgsscqecDn02bTApBh96UDvFOHa2I129YP2TwoTzUGzVyBM/yMmaCpRIJMx5u0SFGm23bti1dvC3E7UQLDZLVJYpZbgiUJQpZbfA9Avusuq2PuGzLgEuKOn4ydcrJx3bo0Jb92z/9iQ40dtFF15588tn33/8ELeeUU34HhMc97du3QrkBA/pwe8UVk2fOfBeRvXuzq8bh/9fAHzDgaNTiVjYMH34oqVdfffOII8aPGnXCtGkzPKtahBqJP/7xVKCXXnLdm2++e/vt/5gx4zWewp566rEZd2OYtCXhRpnTGTKtAm7xkpz0s/YMmtcYuBlVJP3yU28Wx2J7jfo932DbfbfOhwwbcfLQ3bbI2YX6zJ8lr3k08slBqWoxrWXNmlVc7MsR8yhm7732pLZdeOHlX8//ivX9aaed4zpikToj7iDk2F3XWrUK5F6DWM9qcPZfcK99xsacrMoltxArkEAv27hmMXTJBRetW7d+8JBhc+Z+TmXCnA8/nH322ZeBM/yIQxs1ajhp0nWcgFmwYP4119zA7HDQoP48/ecB3N/+ds/rr785a9bs4cPH0hEzfDLZoaaecMLxDzz40MOPPlZeBngjr/56cUgHFFACVVVGis0Vfukv2y28cM3y1Z465+YkjjrysPPPv6pZsyb77cdzLvkBfHFLFNbKPf30E++994GHH360vLzIhTJ/NYYDB/adNWvuu+9+4BUya8CAfpMn30ajbdSQpX/QQQzdewaEUGl0E45upaFBfLcfl/O8wyaU3ryJwZdKqXp164wePfL++x97++33mRZce+0N7PafcuqvHSfer1+vt96iXSA3vnTpkqeemlZcvCE7mxJJ7rqbpi+ZhhinhvCQzjprq0MmAkFGmLkk1zRks/fxx5+Mx+l0EnPmzH31tTcO6NufFjz0sKHt27e/4IIL/S2h1LJlS3zfNfnggw8vXrwQhnwmcYcdWjN1W7p00VNPPV1cvD47mw94Jzt26shwyW4cVvkPGMcmTJjwxRdf3HnnHTxgnf7Ci1OnTeP5D9XGVEsHKal7YvQk5pL3gm+VhTnVEIAHt9s655tvVnL0+49/vIj63K3b3gjhGydvvfXOkiWLnn566vjx1ic4c/+bTkui4GyVU10P+Nvf7n799Zk8kBo+fAxLf1ydUUkJe5Rjq3VeWrV5MR8Wo/l4C0orL57S3xyilrtixTdvvvnmb397zsSJV19xxaW+fEoNP+Jw1pG8nOIO5yWAZf4sQ51e7LrrbmRiOn/+/Ftu+du++3br3JnFVbJ7d3u48/zzL1Bww4ePXrlypdtjuvGQ5brrbj7zzPPPO+/y448/k41M24+s9KoUk9Nki5NaFEwIzleCLBkCfqhRVCSCuBmcg/ZffPHlnXfeWVFWOv2FV/jGzK/GjfOXY9OGZJhAKCqKEm4SkSyslXf66Sffe+8/H3744fJyuoINka4ANC7hk4BcwThbt+SjPeVhfVq6pEwlZy5MaO2qV7dw9Oij7r//gbfffpvNg2uvvdEb2klMTYYfMZx3ZHgz6Jtvli5Y8OU111zbqlXLQYPSixZbSsWTi5csfWbas+s3FqECkF3TC101MSmJXCxSCIaTkJmGY12fT3Nys3N4bvvmW+/wmN61Tfbcf/8PPpg1ePDBbqP4iBARLCE8baOMSUeGjSY8Ot9/f6Y455xzDrMTDpaedtrpLt6c7IXy1Z133kMDnDHjpccff/qkk47Lse9EJAcO7Edv/O6773tfxxsM6uv29b4ubYBLlOtkI2k5VrFMtsmAT9xQysxHtfTgEth4gi/VnXTSiY888igtsazEuvvZtnFAQB/5SoksXl57xb6MEn/22Wk8YT/1VGu2ts1vBW1vbjBBYTrqtOko2/o7+xKFD55WD+yrFD4p8XmJecNchnoA83Ji11x9IXdXX/3X5cu+WbBgya23ssf+m549f3nnnQ/07LnP1Kn32gcYUvHf/vbEXTvv9MADT40dewbEffp0YyHL6YcHHnj6yivP67QbU1eCuePwww+aMOF4+oLHHntm2bJvdGDWPehyHc9vk6eecsxVV563atWaHj2GHX/873faqd2zz/yzbZumbKA6KyvfzGWc7bK1kPfyW4iLNzLZwDL7fEnlhemxWNGmEoNE0ytevfSOl1eU5XfpM/TE40YN6dm1TZPalVRRDpk0tdaHbPspE3O9rT1RjJjLDJw5873Gjbs0brxbi1a77dRpT3YmGN0vvuiCJ59+pn3Hfc8994qJl59tPrAqAqGRyLSGDQo56DNu3OkdOuxDrvWp9lod29G26GOwybXZCfiSJXG69UfptmNqq/HdOu86derT69av77L7vo0adeCl0bFjJ5AHYf16hc888wDjert2e+20U/cFCxZPnXo/83GyzjvvzKLSot69h/Tvf9jYsUc22M42+WUrL5EeOWrkr447uVmLTs2a7XLZZddljEW6T5WwxabC4eKWS1mKYcbshHlzFjWXczPjRh/Ok7tfjRtpVNUDbBOXT/zDMcewSXNys2a7udA/uZeSe+/dtX79evvt1439Uej4MAxPqYYNYzas9gk3EsRcmKzgepqrgShLyOYTu2wjwZF9RusrXWqgLocbWuqGG67gcHePHgfz6vXll18zZcrk3r26u7iKM888+dlnZ7Rps9e0ac+vW7fmN7/5Y+PGO++ww+7bb9/89NPoVU0BK1Gf+9B0EUg3SokpK6IVQm2PRFZwcn7s2NPq1u3Qtu1egwcfedKJv+YDMFCzB/DEE4/T9rt169akSdMuXfbkWS9Ut065fccdd2/atC1Tur/85UqYuDK/d2X2ZKn36+OOKy2zaRF+sf4plhoyZPC1114zYcJpjRtvP3jI8H79+/7xj39gkEZF1w0NSRDjN8PPpIPmJHTJsdIcEvk/5AqfReGbLVp06tVrEDX1/vvvohwhH/er0TxcaN16l7POOveBB+7wMhM+sWma4aY0wMR55/3Wq+sh/fsPUXXNNA1paO1c3rbh0E3155vQGnmGIQmpSiLFLn3jxjtuv/2uo0ef+Omnn73yynNnnHGKrOPJ5zPPPEFv261bzyZNdujSpdtLL70qh7CcWLduQ7NmHXfZZR+eAf3zvr/JY3vu2XnUkcOHDj2yZ8+Dhg2jWfXJ2ML3ey6EM3Pc5d+svPvuG9Cujr08aDr4BSJKyhAprBgEEiEmEdIgi0pAYuyiLAikSXCV87WIa6+9fMKEsxo3bXv4L0f27d/vnHPOVas0aWlk4UsTmCBRweCXTzznmGPYNDoBe7kuu+xq5y8fSreQhor2bpf3qF4edr6Bek8N1xJfyEEWt6bqDTdc5Q3tgObNO1x++VVTptzc27+nV79e3WeeeZrNknbtOu60U1feIZo69VGGfNfPHlfQptauWXvOeeeynm7bjqJs4a0PtrowASUlLsRp8/wPuYbAmpP+0p5Z8Apx755k+VMhdIv36GFrcvZuM6wCQykvtibIJwHGh6rO7hTvHPHeXPv27c8999yJEy8O4oYMGeCF8ofGjTsccsgRAw/qP3HSua5wYu+9u3hft0/t2nkwPOCAXpm+DilBrhLOLx0JQiyrTW2WrNatpTiVRYdseIyjmkFFKOmjEuece/YRw4f/9vd/2GPvbu07dLz0ssszHgMRSkyzwJdaedGsSZOWQ4YcNmLEEb/5zan0cD5kWU9n8xOmJ/YEwIU5SVaqYr4nPLLexwcJWzEQiIHk+sdwkMEJBiBsdfLgk5yyWFbu4sW8+bqCkaxd2zbNm3P4oNymJkbKsqPW8uWrmeNvtx0PKbE8d9WqdY0aNsjh1JQd1aAW2pEI55nLAwXGniZNGgozU4PBQRY6lProBZM8E7rkm3r16jaoXyeWLDV8tOJ3TOynzBEKOmhuhQlNnfr7202fHzU0b9m8IBbfsHrNujJ021o49ww+Q2I/11mrVm6dwmwbH/PwJFS6sI7fVsymDpSUpUpKEhs2buK5JZ9mr1WQzRH3Vq2bWvPDOtqnzTOwEZISt5HGlbd2HY/tKrZv1oTPRJWVpcrKE1yE3ByOsOTUKeQBnjV292pQ1X5MNl6e3FicLCph4Z+Vl1tQt27t8rJNX3/9xc6d2jdoUMfxKUcrHjRm5ZqXl8urKF59sReHsxWUvWTJco5xML1NJXNLS+Mbeb5RxuPbrLp1auXn5axYsbR1m+b20XobPokJVHSKBg9Y0TiEiFKWoICDhny6GdOKS8vKefRfu079wrqNrCbaCQAvaCOBkFu6LQLAPMbQxYuXtmrdIo8vBVmrEFtVIZkDCVnW/JxKakgTsqSJbsXfsUxbghCgrtiwKV5axufqNxUW5jesV1BQl1/SET7MSWCv8HN59MkyrnXrlnxl1K0GbkLpzjiL2q7d9jyrisUKeKeKrTJKIa02X9QtjRUVVZSU2rjPqqiwMK9+3Zxcm18pyDTSJAjBkJyFC5ds3FjUebfOFaXJDZs4Dc1Pc+HAwrq1a20q5nTshpYtm7n5eCCbjVS+jtOiBRBVS1jlcvzLvv6dU2v16qINm4ohb9SwUe3aBTYimpnWmXCkrHGjJmzDsknFY+L6dQvr1K1lHkrzQR/sQoQUMxW9sPAtEKWNlesPpi7PqawYlLesAy0QgmNA5mHNmnmHY7+1BE+AXFR3CQWFdPA5LxRkLVmyrGXL5tnWHOAsxVTidIOxTSXx4hKWb3F+AKp27dx6lClYabZmWIZEQOmGVgRZISWlsINj2TzRJvD4X5rwSe9Nm4o5+FxSUs68xAsi1FJE5OB5HpX6IphbGIZCkQLxN9/kozLDZ0z/+wEDentXgN+kAObIIm5BRg3Fnm98FIKXyBUQKSIkQUsJaSXy+DL1gq+W1G/ULJHIqiiL5xfkUxO4/OQT3S9VHYebp5whbJUGKOVz4vHU4sXLMq2SpkdAloL0IYaK8sKcrHh5iuGgmA4xlahVkFevbn5eLdgGb4DJBX8CQLFSQ1vdunVrq6FVbOdVz+VUZ454O4nnpugt4+vWbigqLs3PK+CdgUYN6zVuUh/hGbXF1nhFQhAHjCw3NpGzYVPJ2jXr6A3y8nOaNN6O+UE2pqQVFhpsRUsMFQEIVlB1c1h2bCoqKyoqy8ri92pSOfycHgf8CnJpZhs3rmmxPUOA+s/gOt5Oz1q0aDGLhwI7CAg86GmCvRCJAcpRFGVAAB7KHSAX+igRcHJ4aW9jkdVVeh8/9VLbf/+BXSHbzM5wS/KF6I0bNjBw81yG31zh4VqDevU4IZexHbmE7FFHji0uKn766cd557ZOnbp163L6kOEjxeblpo30UHbupKBWLc7J8hgk/J5GLqOUkaOV5iVUTQaPdD+rDPwi4w2JvVtzq6zgAxstG7Vu2dg5sPKgpvrYk0YradHMFtO2HWHw8iYNGfP4YAB3XlQ2fbG6iOvr1MqqU6tOzH4yDWQGG2LgXGASuJWdFajXenu6JABMg2CLSiDibsZL0AiObOZYggJ24I8ZLV+8bBvZMcIS+HxMnu1N5qJLNmtfFDbdCD6sprISFTR7piZ2Vpn1QkW8rFZBbpPt6sXixXYqT9YZBWaWuCvculRFo/r5MaZolDMzd3OGBVxBAdrnWa00fQMn7T0TKQj71l4poYGQQHhbOQAAQABJREFUB35ldesUdNtz16wcHhx4ORqmsaB0mjepbVTxTb5mUtMij4KoH0sV2dSKmY51RCCZEjw65JORbVo3zckq99KHjyssfTQ1MTVhzn+vb5IF0IJbYdWDD+Iyo04xwOblbczNZvCjsYGkMg0NXirxOCmrXbsWnisEwalUBNkCHCpiXdJKuSIRmiBSUZgBYgtsHuKwImGTih8VSTDJ5owzelnpBGRuLc3vq9Surc5Ftkkis43Ujjtun7Gl1KfvaItuKGBedGfqr+214QSexuYiIUd84B8SSotzvA37iLHmHJhL2MMgnhLE6VDycrMrcmP16+XXr8/8klpnpUVjzM9PtWjBEUIqlQLSE6ZMIqu4qIwf9mISReXixE9hIX1lhX9i2B6RtG3TspyDfzC3aapt8Vh7NH/DFsOJ1Z+KLbfRhBAEQaIucJTI4Fq3QxBDEgHTHNusGSc02fIk15yiUS0jWqy8cTkL4LSI1q2beFcmhnBDXdJEPPZmMuwlS+ECIHgLcQTQpHBQG1rSxEbscTQtiMX16+e6w+VeXnLM3m47+kB+Fiq7sJBOLAwqkIOP5zFKnIkJAFMPPfTEV18t6Nmz++eff37DDVN277pLv377RUYU0IJiQbQROgcxUSwliSUCuwQRImkVmWilAOWbtcMOrTYVJ3nvD6fYTitRMpGbPiYMMoQYooRoJQ4OXLTKWLt2mg2rQIM4EkETCtH1STHu2oBhDK0YEMeQQXcWkGEi3RwnLZcRlJfCmrsJwA3bFTN9OHfl6gXpfHfbXlC05wWJRFEFCwyG3jys4hv8GSqJcEVMhK4gF5OVZbp6ZbE9zZwkv2tiT3nzWRGmByNI5BzXyKjUa0lDS9t+ibFnYVlmjxKZO9tpG37BONaiKQMolVytVRyIE9YA22IsZBRZVCvS6KbLMDN6AglBygcckZArCE/RMYG1k7UEpkqsXrKzy1GM/pivosdSzE7YnjC9uePhJ2unsnK2Fbbzsa6CX9LxSYKsFk9EmOHNm9M1AbGyhruPzbQz86APlGzQMvsBk5BisASP3gVPgqJHOZaHaJ+g2B9P2MMCg4NVJZDrHAxIls9siME2fCBO5gqk044pqNsgTKA+ZlNOpkaGMF3JxIoYZJ+LSAtiSwCB1tbr3DjIrPWE7c868D8TsSlPc6ZlWUnToPkFClS1Vq3gCX5l0/S1dm+79qRMd/5C4y8KVE65oBJtJvaZIj/6Qd/K6sQahv/2L2UvHjYzqCQXlbYNLWbnw+oXl8myusJHkjP4gMnyyY0VigLTBTlZmkDIrTVqWqa1Uu9VMMU6evvucspnSKJNC3ITvD2kpz4Oz1QX04V/xo2yzuFj1czXyrLieeUV/AqXTbjMMoSKKqQz+lSHg+ldnsEDldexKpjSkJqsAAn49FPEILu2in2mZ+VlvVusIidVXpEqSPBOh/wsfGIu84zHJEIIDEkogIM4YYrKWgAOpM7Q7Gmv2fw2dE6sIp5dwKxA1qSVz/BI68mt2JoD7aN71luU05XZ1KQgOy+ek50nBUKsBNJFKHexEeaFj2Y+9fC6yaTZTgB5QYEOvvUJ5lMKyyTFvGPHh+KJMmTK9sAcoGQRK8h20mnDMiRAxEe0UQTBJUhpSVEstkG0bsUtsEI64tK39kNy7m1/mEMNZiPTgrboHQ1MLkmElZjDQWz9b9ouYQoe1SqqD+m0aFcjMImWgngaGhuWH3zw8f33P8or2bwsesH5p2XbBJ3KKQWEKZ6SCJVupYzigEZCrhYamFzBFiFLE89irsDk22q8eYU6abuyvPMFhe0/RYNuiSWdREAImghfCKSlg3K5o9bSA1n/EVyEUJv6E6zqE0gHttxCK6ASyiIWZye0tHId13tkjKCDot66RbQzq8D5iDApgQn4ohXDwFaaWL1HZdMQPOuvbTeU7SV7nYXySQdyxdBcllFMad9xtiFCz4YTtDZruvCCk3U15n315RlCMZUDFUtDYm65pFtGeBrIbRRZmMIJ6jkQgbak4S0zX1TTBfFQneKOx73p0yl7R2czSNTGAX4Wwt618XrBLy8zccqNOjDW7Rd7cJbD52Sa+aGhD3NmtpUBpnmdst4qNydlC9IY63h86cFE+iVHQ4ymPg7JJO+HTK2qLnKLAWaQbEB1VoAQaW7ygjNevkfiwkyQaNxU3SrHdciUJcQ2y1HRO4kPjMzfICfLy9AVcsVss0CK+NBhDJN8FSLN+D/xxxox76wzb+JYB363/SZ+v8NcjYqmGu92s5PCj8bEKR4rXzcHDJ+bJPi0BcgEM5Y/mO32yEwA1jSoxeXlbC2ww2bl6fNu2zGjq2WGwOzGS0SUVt9pPLTDCj6pxVNFY0GZW8pbg60vQ+mYXPO+6wAbm4ZaLvdpntZhxSoSTCB4Vcem25SXt0+MsV8297mJWosasRgavTFK/0eCBRPkokCymu/McR1z97KyXF4Xz0M5Ho+54xzZxFk3nWbkHIwFF6Do5VRpW+TMtEszyKiSlu7caEUgwCGgeWeTxDoc6NsYFcyGOV6eU1HBogItEApywJdtplkkuElp9QIYPtC7zmhoO0WUToy3cliqsmqhGWVlF9SKmyB7d96nnY4vS+GjBLSWbRzoMtK9hnUg9pNo/LR5XizP8mlTrqQdTnJCc0u64pkzKYkkXSK5FigLn+OUJ+Ls4usrKxSPD1HmCogTbJ/ww3ZWMjnwwRyZxh/qDDH8FSTO02kc0g7Eb5UQRzCt0FMInmesQAfui6g0ISKEJnpyCd5FeCojXVLSIAdCZZOwhNVeZvZYhNGGQETls5HX2DihNRQuzzYol9pCAHpC9MZCNVNqS2hUJSCoDQSqDCujdf5mJpfXxqzYsGGDhg0bbBBr6+xjsVtsT4HdXdIHXJFIkICZmmablBk0EyqViCWahDcNZ+e+zTCBCB7eLWhCwvhBHt2YeYp+Bg7OzPmTJVekQRFWYghWVI0MEBnpYrUVKSt2Z2O9hAlnzKOzYjsjrTZUrlZGsHExtkjHNOWGmISUAQHdwOTW5g1e3HC2yYRNT7DHRlZbYtnGgPVyfqnozQsS6kysvEhQHK6gGa3/tAUL1uOzWDQ+YmW5Jt0CCqga0Jn4vMR6Y9Tw1oRPyVc/aP00XY29z+BGwCTwEQQ+hmyxje5cXrhpnYGasWmJ5j1zqaNFs0xe5uKv1TG+c2GzkooyPpCFYvBIMN9I5uYyFNnUiTKCxNaw5NpbNnaMkjUTJsgWdpLdSpOOVrE//H6CqWH1kKB5P79i6I5338qP7gL4pXJZ5mYnc3mk7wRUD5nBnbncDDTnAnTrTEwIAegQujD+Ogyt3QWmkDU8Y2IpW4jYw0kxFNT9aAK4dWGW1C3kxtOhTm4+dVorKfOfs0VRuhLfYoEOArPB9QDBSPCFzUaFvHnsdWBz8I8JsRej4ime0LHqZd5Jk6A+ZmWznZDuBCkqZsYM7aBRwEwmMILGw0U/AJr/vqBMsEmD267KDQeDOzkb97GyUj4rQlOL8bSSOm3zA+tcbZDxclQJ4Q+rQzbycbGhaL8kanXb5jE2TcK96qqMt9cnL02AXgYWpf0v6dYw0dwZ8mCIz8xnse/Piek4rGz5YCL4Lyo4eimnKwxVw4sMUwhW7o5pRnNL9fWVQ5IfY+aLKXnljI1sT2CO+LliVLPKYpduYgJOpqaYElYDRZaWYt6TaSTEkXwEq8Ol8gDkcm6MBFCbjjiWTsx0o/0CqmBqEs/icA/rCO/UwHeSNLnLtMhMr5LlrsnAM728WY4/udiPSfAUnCdHtBzO4JfV4hF0bnacrQs8gOZWvb2eSxxdD9rauiSRYhctm56X3g1+dLnW1dg6CFq8ID+bnrjXmUBLSQFxP/jMxkqDAMCMtUkz/1HDJ9Y+a7TexQ7XU50whS0tpi35tEd1joBUUsaS/1FVuVVLVYxchBmeoVUG09ANJBPvY6+VgSGjXKgt3lUZnISopUDgYwXtl2uRAXMDN2uO6G8Ot5Pq1g446mHjFRohsDIEidJZGQC1xZsRkcZ3W6x8dZFLIsPOMvmPdAUkeVoWpXMzmfZXhpMBJhKpyfwlDVuCYk9ahiAZv5ELov+3nHQT8MpmpQM+5lid8ctQ0r4yD1OCGkFsiWx1n1GLLslG33gOZ9SsJbtKaGjP6NHT5aYNh1Vgm1FVfw0hE0wlbj1GWeorRZ7Fty5s2uAzbARSs/j+KPp6KadJTT13iLsCPpVsg0/M+HRVsdZhj1+Zf/DYnGUFq0GrGohmEsDiTJvPOaxmWUHqsVHgI386NwSl8Jht6FrjsgkNWnu/ahMpzvoxols3bhvkNstxJc1GuDFjYU/ATOGyVaJdZqhXJFosHjBWnDlhSetjtDVpb1NmijPhNlN5YIkNtsnERfC6IbfjDUODGiTpQJk6FpFlye3KBYSN1Hy3yKcm5RwyYEBg0mEamq+8DsgQ22j02bydQCDTUaxXxCFWpdwBLgzRGd1MBOOdzbqwEjrj6BY4ZwDQW74NfNdc/htX3TwZ0dXwudDCg2nlCTVLqwSe5WjpqYn3B5iiy7BFTew+svWWibBZjzFL86Z+eR8GwJOek2HuWljkdcJ4+qLN+BjUbDRxVmfxtXWbJsvsJfCH9zafeXelIdcQZFEmo+pdBvpD/3Zt04Ay4+Fcfn4OJ1sLClI8o9WuiTsB/jYdiCdzSkv5vDlDOyMEvwKfU5ifnZcfAxlr0gWRcadNHQBhOOZbwpbI5eVZpcxO7PMi9vmaWvk5BQVZ+TnI8slBunDBVhu0XZaSsqzyCphlc+KR01T5ecncbCa/SOSfNQdjre7GCosrAzRNzF9WAlYGbCHwY+Wp0vIkT5SoHHn52bWMIY8lbdCS4pkSFytjb0H1iISVF5z4I+5WS6jmHGdg44AMfueIL9HVysuzT33AM60Df12GhJjCqrQkrEKKsSM7jTLTChmyjHBEQTNAAwFJo0JsP+1DYSVtt4kDy0X8RHQFB5w5oJpft04uDmTBZeugdF01Wm8lYc9PnANb84tx95pqf+2fXURMKynNopI4J2GZnYBWWLs2n1fiPaP8POsrsrPiLGasbrjJoqRj4ku6qVg+p5qYm5bHE5xQK2XGyn1uDuf2axfwTIDZHYUSzCSBbcRUp5R/VsuYsJFQWp4qLsH59vo9k93CAk6qQc4THus4aHhMpjeVVKAhPRSn3evUyatdKzs/1+qbt3RXKu0/t0/eNp8iXk3VS8ZsBw8dDNsrPH/TAS6k3FVQCU2zAfUJQFQHvE9wciMxIgtqPiQcZPw9SBYMGQCyeFJWQusr5QA6m378mhbH1bP53hXTa9vEThNlunW7d6g7zfsfc534Gq6J9L9qdJEcR/N7MTE0Kwmvs6RxrIrGyNN0xs/Q0nqkS0rSKmMkGpp0tZ4BajkBAm4FgY+7PZ0HkGBAi5RIg6iE1GTmtTmJZD4LJw7Xl5fZFj/0/NIYJ+E4N2N776YzA4+//YBc4yPFXVbodoytqVTVKN1R3xit+dI23Qvty/YdeC2MY6oMcrk59Jm5HMrmtLgtS8GwyRCE8hsK2JTIxCLbei1VA5nmQJOMXEhykrFct4hdAb5dVsbowG4itJzxtL6FtsVRh2ybmjhbKw7keRWCh8kFmaoLn1QsD1YMsVQZTsIV8V2/4mLy6tYtrFe3Np8zQHOp6rohHR3QGUJaqFnKsGltnY0GOxHGsXoWsXzqN5szsOwPY68HO9zFwrayvactpch8FLCR3H+W3PYk3J+msGqtcEBzFSw3XYdJ4Szrmi2LK+0um2zZ7CrJqxWcT+W0GXOjgoL8wtp1ahXiHUrBXgBFAsozqeLLDviQ06wse6yH4cxO7UK6AkPj+0BItJUnpYNuJoJ7XEhML2p+K6cUWLxzBCGVl5PLtz051Zufl+XDUCLr8fc/4ntj2zes37xBvbqMnMg0wWakEoKYQ757CLSBrfltG0IgjOKKNrCKZoU0ODYXywR+T4av8mUahJdcJuun/+t9RUTMt5iuniSD/y3IGbTo34yZBjMvf6unIxK/h7ioaKWrKPCt0jenrxESLbQfi2eNgr4jMBi7Ta7+jsyFHkTo1sso6oKoa6ICquAEJpuRQ1KFw8KFi/gORGC09aZarYWCDCTQbikhNHGuhl+NYeCwJXhA2Eoi0CoRbrdCoqwaMYPaWzF2K1lbEfo9qKppuI0chEaMMnCIqlSNYcjaEjwgbCURaJUIt1shUVaNmEHtrRi7laytCP0eVNU03EYOQiNGGThEVarGMGRtCR4QtpIItEqE262QKKtGzKD2VozdStZWhNZIlbumItl9+yZNWPQlEpmvzhmTgI2WfvSuBleCRi4xCMEYZgZM95j6igl8hBZwRAJQ8Cj/IJSEArkEIYeYLKQQRyFCq4bM1wCdjxAr8QPh/6CEzWR+UIj4Y9v4/GCJ1cR8ZwWq0dd4+wOdUiPPHwP4kxhbVbFvE7Etrom2kqrc7a4KBxoL39SJEnjbqZxzcKt2R4KGpjgkjF0GHpUkoHKJQwsFHtDUaRAHSKAC/7+o/wn6k5CBwV45KmpXSAsz3FZjEjiA8LP/5Vj5IThqS64DIXjvZ//LA8Ehcg63oX0FN5JQIJcQ/KwEWf8G/+e2qV+7Eaf32aT2vkbqSi31FKQ1zwgIwiGWSSCQBTIzEuEQBxwSSoMAnBB1BFmy07HSjTngi7OyINQt5KThpoRyFQeFQRAEu6II//G0OmOUs0TmpnrJ/wRaIupbpQQc6VU5bG1GuRmgZo0z9tWcG4UaZloqXUk0p4Z0FFnZUZLIeJdmVSN+FM2YVBUa7jJKbY4iyZVxpRQnDhzAUFaNSgJEE8VgCgf8KHmlDE9tnmv8t0ri+d8e6QiNGhptLRAorTZFo1PTIw44ao/hNiDAAaAwxVY8SRPUfkmIkKaqhCAiFIf/lv4HzaWwzJQJmMmtsmRaQMMzIR1sjzpWhCGL25/9r2qjOibvydvByXIXtz/7P+oZVTY8FiqkHCUvCTO4DjTVw+BhEuSKXLkqiCCChJADE3EO4oQgJqSVG0hEJc5K5+5Qp1AtP4oNRjUWuhUcpYUcJSQr2oMIEzQBIZepxEqQBU7Qm0TICghQBUISkBBgKKBuQQ5MgMATiDgTE4T2PyQO2lgi3Pz0ym2LqICTToT776vetjMwzG3G3jry5gVeI/7maDVauc1KufpbwN5cgah0patAalQlA9xcyOaQDO53+0vLUuOCjAQxi43QGMVLtwGN9qXGqParRiqcAIcQNBDspIKvK4CQG25DIxWJbkkrETgHOPzFQQmlyRUCsWiJyZIhAQJJVHmYgwOJpChL+osthLoVBzBRW0CJI1dMwCcISCzXAYkqEDgDhwmxIJIu8iAoyoQsBeFHTZAy4hDlGeAQwgqE4HAg5OpWuWIuEpAJpImFKaEOThe34DJNaXJ1G2jhQFYwX0yIlSALTLlOiZAVEOBA0C0JSAiyHaBuSYiJbmGlEPwvTMiBi5UwxVAQSQEOjjADEyVEQizpqgPKEm01/4stsXRTopr/YRXMDyqBGdiSAC7+QSvdCi7fKg2ybkkImZgsAUWlWLqRBWZQQPorKyCALxIlICHAUEDdgiwmuoWnwg/3f9b8+fMlDHkwlVT4hrTUkgaSihLSJqqWyIGAIzuFw62U5lZpMJEoEUC4FUOpIUiAkyV84sCQXHEDiETxJ5Y+UQi/2P7gU9MDws+Jnz3wswe25IFRQwdy1kRtiuZJQmnw1VoDIU2MLDVDpclSQg2TNM+GBFFjV1pUgY/4q7ErS5D/uv4HteUBNJelsjFqmtJCI41/on4AoiAP4MbAE7Qf1//iDFvJQi4JAgnkov/P/v9J/R8td7wd9T+l8LP/8QD+50sqtgjAWdyrdiqNv0jwje33P/xo7qefLVi0mNv2bXfYZeeOv9hzD/9mOQAL8qzwuZVzifm9uvc++HBz2saNtyOXDku0KKFEiMni49nV5O7aaWfkNmnSWII0j0FndXyBFnNIhwBCXf9VcSBRPbEY+9zugKsErsBwc0gmoanVNsDFUVOxKLpxS/Pcsg6VONJj83jLtFHcKB8J/Vn/Sp9s2YeVOFFvRtNbpo1iRfn8l/jfaywH7desWaNOgOZJoGGqcQHEdg1XQNRgQcDsgA+CvEAuaeDgB3LnV4kPJjgEkKMcxBM4CeKoW5UGLvyQK3FRfKWJJaUaYbgVB2KZI02UKxEBMwgFEgRBqDQ2apIhSJRWugEnKA0H3eKckBbbKCGcFeRtkYiDXCoSYlGBDA63BKEBj/ofIDjkRqVIK0FABqcWv6aRmwscKc7MosAZIEyEH+1mQYgqEHCAE8QHYBhogHArESAgN0gRvgQpDaY4EEt0FAcIyNIZeJAiHHEGh1vSxCFgr+BApI+YSxZ8BIe5CHnaqAQQlZ0wg1HCD/xJSDchB+YyDVphwjNkKSE+pJUQpmSJVmj/F/yf9fnnnwcv4Cm8IOMpns+/+PL5Ga988vlXTVq0bNKMz+LGVq34ZtXypbt27DDwgD4dd9oRHPwFnITcJwh8oJ3+4quffjF/c9oB/Xvv3HEnMCUIQhTglqC05NZIe9CBfXfasQOYkAQ9SetWtYdcsghw4w2d515+a/NOThwkEfk+FzEsKipaZBoUgO8QojzRR7fV6MVc3tqSLLwghaCt1CyW16Jl87ziNYvW8d3idBf5X6V/FU9EfRW1cks+qUK8hZsoz5/A/1WkRmX9F+uftslqGVOTKy4+RzVKcRWDf7753+sBukp+rYoNZn7umHdo+WQ7FYCgRhTs5lbpkEViS/2/kOmQQWDqIDT1z2SRgBa5xPCUoJDmVhCywCSGXCTAuQWThMijVEJWrjgoV5gikTLCBEKCOOhAQumQIBcSOAgzMOS2mv5gEkRIzKQkWA1VSIPDbaAlHaiklbKi8KCMEsoiJogtiZAlX4knDLn9L/W/7ZpgRrBEFuKdtevWPTfj5YVLVxw2YuRuu+7YpnlT5tVfL1sx59MvXpg2bfpLr/IjRk0aNw4eJ2E/Q+DT2NVr1oCwcNkWafkJq4YNGlB4cq5KHdGosWbt2udffGVLtGQht1FD+6EmaBEHiQpGRSIgaXHmU5pgyKhoLHtDDLLSTp5mmMHP637AgR3rrJ/x1JvLM6D8Vrv/skezd5944av09+osI3ATlm4zFOm/0iVoFBI7dO/fo1VB2PFhr3fRB6/OXNp48OC9Yks+mPrOolijPU44rm/OolcuuvvdarIQtFX9q6mwxdsfon+UqdwdnB4SVXDc8iDxZ/1xTvCGHKXbqNMcxwCh2oREFG1b/Z8RYH9Z1EYWylFuP6f/13uA7pefcCMwL/nyyy/5+TUgapJKBA9492jzCSXIrbH/B1/jKzHpsMQnoV6amKwa+3/wxV/VkzQJBEFLLM4hS/zBEVwMAYqEhPQPtyR02loKSH/lAoEcPiTEELg0AQI8+kZFyAKudICQIAQ+cGAMQhBA4uAKmU8MglMYCQjEhAAPEMFBVpYS5Eo3JcL4GziATDoI/e/yv80H0R7vUDDyEWYTPpg1++vF33Tr0bNVqxabistmfb4AND6r0qpli7336/HezDc+mj23n//2NMgwkXfwFIl/ffTx1mk//HhO/949ESdHExOkAGy3TgvzA/r0QhlkqTJJf9QQELhU4pbCoJ6mp5TcZwIVAaA6cRIBh1oNG2JHFFatLt26dMiPtchZ+6fHPgGO2nVaduraqfWywue/LLOKJdHew4dho1ICuRGcKtOIAN+hY9eu7fnZz8pQZ/G7r69rsX/nnWP1Fz399sJYmc1bMAcS0+E76G/426LDD9G/Uu/NdJOqUYSf9VdxbFYuFNP3rD9y7yED+n762ZfzFy6O1u2a/e+Ngizl0g5Vr6oV08+3/6c80KRJE34nedWqVXXq1KFDpienVkQrBvWWQBZuUYdPQpBo/08PHKjEh1x5MiSgAodckZNQ/x/YkhAOhOSqtzdtMv1ttP+XPsQSDa3QIFSWnsgIAbbiDDIJAYnpXUVIDKGLSvft3IJJLCXBZB4AAlTEkkKaIM5iSxzkkiVx4iMqsSWLW3EmAQJBCWLlEhOUJXEoCUMBgegWiBIiJFdZAI0+MvuRCClATPif5n97sohaqO7qWUFK6fkLlzTdvmVuXsGyb9YW8iXIPPu1ZT4WXlLCb5kUkPXl14v62uzCgsixDSaQfyvtVwsW9+1pshTgAJVKjqyty4W5pEALiWhNiYwhwMPUmDpEsWumoX7fq6KJtTL3YF89ZDri95bgk4ZWXQnq4bNK/cFroy4HDXl77lNLPMfmCQn7acUqVcfqk1M5TiaqipMmITM6DeJb3/z669TJk99YmyGzv+tuuH1h0cpl1r5cPWb14kbetutvyK5YJa2rnYEHnt9ffzwGy4zftqjbtuBs7v+MnlKPu6BwOpGx6/+6/s2bNu29f/cPP577zPSXN27ahKOq1e20/730qT+qQul6SEvK1F35kyZpvv45/F/yQOPGjZcuXcqhE4zWOEc1oL/llgT9PHVD4xxA0grV+n8BAwmJMOqT3jyAH/p/jQLgwF9slUs62turcgIBU2kJZQwCgjiAQCRL44UQxFk8JZS0LFIWcVSQqIRDLIngaIgBAhOCEoEDiSgkUGn4D/oA16ApS4FDKG6BA7fAxQ00EtJWQG4F4TaMvwKKlZD/G/1vTwGDkebjzHml1evWb7/Djrm5fCrWPj0PljnLPwoPsHGTZssWfWkDv7tS5QQfsdoWWsmV4+RcWEG+LbQuxyJVRBJwgCHc0ERwbgl8Qlg9rzO3sdNLH6W9Y/a+l8h6cDBMgUoc1W1izyHK3//oYa9f/ega6opgNhky/K4Hjjii144F1OniZc/c/c/X17Y55Yzh9Re+dNX970PWtv+I8X13mPf0nf98fx2jwcBxv+lV+/M//fX5TZFpUFqG1an0GG/Nqm7HUccOin32zF8emZMZR/4/e1cCWNPx9W+Sl1UiQSxRtZcSEXvtoZYqjb31p2qprbailKpWW6WL1letbrRoldLaSmjtpChFbbHvEmInIpKX5CXv+50598677+UlgiC4I+aeOducOTN35ry5G2okXs/Sz/Tv2KCID87DlAORC2dtiM7afuhFz5J2beijCBgIHAUaJXQxOQOQBgityCAnQBUgNaqjhBpVA+vR6wSVXQR+vW9v1/+G/dnxPw+SKiEVK5Qvu2b9ps3/YvjhbKCesvkfr2JHwkukubdFn4kxRS+xxj8eGGDh0ULM1Nfc/Vwy8kfWA7isgzkTEzsvophOcacCRgKGEcYAZlTMsTwwkDMAvMP8z94BJ/hZDzihE7mc8MEDnbLIADCSh6sDGzASBoO0BzCUgwQGJNaGGgEzDwBUCgYoZzbmgU4pxaaSvDgROJdIZkMODDRz7QyDE7UAA4CNBxuKoDI/w1KENUMJ64TlIAFmtaAioYgkbQYGVHYga0MRdQGPWkhAABB5JP2vDjs0FY1Hs5HDFyi6u+HN+d6+ebzz+Hj54JMJ9L1zRKP00RCsZTd9vMEA17CzuG/gU/DAU9mUBTOS8DD5GqoAZ0cWRoIZFbEIpABDA/CsjQMUxgsMVYQkulJC6poswhJQ1MlX8jAAcfgj8eCmff61ahUt1/OF8p9FHNJIqM6leNPuXeoHJV44svaoUqd+uRf6djg2bsX1NLcSTwcXt+44rbhXD6WopXzl8tYdWxX34GqlfNMOno+HCrFGaKrIKhrrJgXMSPiigmL1yotvKeTxonCEAwbhLiV/jRHdGvmlXd224XDh6nUqhnVuf3LSwpPqy+VYITToNYuiqI/wtCiJHGiOV+TCo/KACzQttx31aHv94IcSlrLptOe5M/8LQ6Baa5hhf8aRIzxvC6LxqZxWzz1bo2rlJX+uPn7ytOY5nQ8pQMH4xwCGe2kwiN8e3Imqw/UH6Xw98s5gnKo5qO3ObHicpbL2P8/kcoJFT2GOxbwEj2F6x9KAHEhczuAVFJwQYSme/8GJKoABCUkGN1wvilACnSwCZmhDAgAk+BkDZgkACWZmg6xchsEDEssyP0Q4sW2AuS5eJgCDGSQGIAI88wAJEtvMGpiHq5Y5RFA7s7E4NHAVkGIMxysQYYysBVJgRhEVsQirBYaZZS1cNSqCBjBzFYABQAmb+jj434TP88Cb7Ai0HIlv2ylcuEBqcjI+6ePt6YHPFeHDR/AOPkCEAJQ+R2Q2gwGc8CM7Cy5mVwKTHVmukbuK+waCKGZHVo4wCALmqtFzsIQV8gACRuyaaKs6L51kpjaT0xlBUzSGAEcmdixCMy/hbl435k9fW+Hd5wNrtGi28eAGIUcTu7Vgk1pBStqpad8sPGu1HjL1Hli7ZM2SCVHHr1SuUii0lPXUmXJP0T27imeRkkXS/kl5piI+UvLv1v2wnE1l4/FBN2ySPDdg+HNCMxR+8f6vsbw5Awsw0CVsTa/5bG0/Rdk84/s/oqEr4YNRzSrVqzz/xA6IOrNfNJLiSbFDAiZurJgOBBoOpFrZk8hJjziFVNvEVzTVq2LEqCY7HvXDV6IunX6NVxztjEMdanB2K/8b9tMIz47/1chQc3rhQoF9e3TG9Z1lK9Zej78h/Uw9jD/s/fFCAAJ94lU7TTTxe3TkAXaPlD/cas2Xz5kDg8R0ce8ackv/Y86Ud25i4CFhOsUUxIsu5lisi3iiB3hMsLxG8tQBm/UAiuBBDnEAICHxWoMiV8F4mt90727BGoRasBxAP/BcZHHmlAxAyloAs05gIIiKmAoRqAISOiEIJDBIYAAbilwLGCAOe9AiGAwkeMAPAAkawIkEBiDZfuRIYAMe2qAfSuAZwEACFhJkIUSAATPLApYNhHLwo0ZmAwPMAMyaGYAeZgMAzsfE/2o4DGexQ9m/cNCTRQodPXMRn3pHdII/hCb48CP6BK7BlwXNSTfLPVkYbODnDgDMzkUxO7LsbnQ59xl6Al0CG4oHFT4ScyGLep8qVog7Ejn4oQcakHOPwgwUkWAYdLJ5MEwk3iYR6zDKNGZEwjDCKcSDSSAkBWpVPnzJOnnbrxur9GsQ1PSVFof+plFIVfsULUR3r5YcOm60EKWsWDH/xTuPv1ylVrnyRXz9KuRTEvZEJYaGPPl0HqsluCTCjs0nUkivqJdySjh50vZv/PuEWcG35S1XTyDQQQWChHr0sGKiC8FKvT5v1xNkZMmeJtajCmh4Yb+twBCQFCQI5fwDFjmRaP1Td//tbVOZmYesEjOOHQ9NPdqVA9LGruYKZX5n/tfE2UhhuWE/nJLR/9z7mr/UI/Y7cSKoI0F0jXAkxYXgJxgfoxZffGUBGh4cqzoounXRsm/Dsv3XrHw7t0e+ks/UrxpIE0yGZI5ZNvuX5RsPu+QJLFOxZnjXjuUCnPJlEATCcm7VwjUu5Zs2qxLkjPzQ4iwnxtUpNy5q8J64L4J9nbQiZvvvk79efqVgzWFv9Q4NpCnAcnn/9598u/6SV6d+Q1+q+6SQoS7Yda1geLt6MsIB24I/T4Z1eSEoez7GvIqEiZSHDeZYwBgVmEt5geQlHBjgnc7/mH5BIgu1x2qgCgniSACkQof5H3hQoRkJSpBDCUQYAEwzu1jjwQblcv7nupADjxz8aAJHJKyKkVAFgBPDsjog2Wa0DgBqAQY5xMHDAGM4l4JgQEUsxcxcNcwDDyfUxU3mStkkkABAGzihH21BDhgY4NkYYKCcYZAgznWxLPBAglnycy2QkiIMSDOgATCzQRbawMxUbgJrhkLgkcMYiDDADZf8EL+n/qfRispk4pYA+XS5Mlfibpw4ebJKSCVadeAuMhWMaceOH8+Xx6tc2VLoA5TRPG4PcjQPxVvKli1dAoLgJ3ViuEA1F8uUKn75WnzW9cIpsBD8AJAAcBHGs0nsSsCqW3mq5XVXDQUgoSVQtSWZ1jxaVymxSaJ3uGQ9svK3PSFDQwOrdXs2CV1GHCKmUNKu/LftODqKxEzK2RMJ1ugjZ5RaxUpXe7ZwcSXx0J+r4iqFNKwQ1sBU3C3x4AHcx0ucunqpqKQc3/xPJG5ehFaQtIpBoAGiJfQAl89E7TxlVujmZMWUFHuKeZzZr0lLhewdUYTTuZ2khp3AtqEo+dkY5A48wLCIZGYRfZ6ZLOnSkk6PYT+5lNMd+N9upCiXr1xdvGzVoSPHaDghic6y0k1jNCSgXgwEHDEGbLOPIN1ZdGJe+2HH4ZFUlZZ674j7vorDQms++bbvUxMVpW3fIQXO7R417cuUWs+NrmX74rEmm8nRfKblyz3dP92WlHVoYr58+OCVJ0LK+2ZvPc6ksvuFRlxSs9w4pffg8CmhAUrG6CT1xB+l6nQJ7Tuk4tqh1SdfjbGMDVLOfVQkdFxI5yF1jnZpWEo5kvBSacQrahf0n7N/SqfybH1STGTXV3/Y0v6FIIeOyKRxPD3wbIxcrkyAMcFiTwUzPER5eQOzw/wPvJQClWHwA0ACBgk6mc1h/gcJ8zkUIqEirHzgBAw2aACAIgBeO6ABzMCwZuTAMANXByowgHmNgBQXmYrVAQBjQELV0AAMEkioCwCQXDvXCAz4WRtIKDLM7XKAWRw51kQ0BFTWJiviUAAKoVwmtodbBCQA5FwXYFBZii0BHgkWsgHImQoAfmAqw+AHgMRIUKEKRShnjwHPVNgJhUgP3P90QQd2wDJYz74AAHM9PT2rVq64Z/+h/3btLln8yYIFCgB/6cqVk6ejvU1KaGiwt5cXHIGWcOjEbWMlHu7uVUIq7D1w2Kls5coVIcsxBNwBEe4P1A53eGVZb0hIBTCw39mnkIIG6GGfoogEEooAUAs3DTzqWitaCgkxQYuxKO69wI9QYiE+bYJHR9JsLlAsnH7j51l/j3+9Yd4Ab0WhJyCs8THnUpS8HmnbI1YeYUbOXW5GnU4qViK0Ppy2/cClq/ExKQ1L1mkI127dvg9jDVxkAQaE4GejrPReGB1eNRVcbBexUsFCxSuHVy/aSWeXsJeUMSRzOEXYL2ogverOENXMTSZWtJqLKJB2cQCOQhbKkXAtCUdxRQnLmbgOQ2xUpc1+dWQ74Elc6mRALZK00IGjzQauXjXCsP82/a8NXFx4TcVtsOs3bqHLNPb+F2OJ+w3DEFMVegizmIIrOgSKGUocqcSnJ4BsJr+8ihL2ddza13wtceu+H9Z86I+/rn6zSrsyevEbB/9CXDJ+TcxbjWjb45uEywmmbMclEPCtevn8ea+AQL3OjLD5+PzgmoOn7EnoHyz2GDNy5B4MxWrlJoaMPbJ9bGnTeyXaPZkxOjFfj1WUsWu/HRsQ9/zcwI8vWJQg5WqkoqxY/UvTwITC0wLOXk5SKDRRqAsU5buXB7RpsrapcJKLB/D5xW+YbLUZszquSojlidYFnpwhicGA6Ql45IB5EnY6/9PwEqsgOMEGDZyjyNrAABiJB5h+/mcYCwFqBBsEwcZ2MwwR8ADJsQV4QAUGVKxEzAmkxIMTeDQKKxpEII4EZgbADxg5+OU6yG0EErKSU6ikyInrgjibihzKwclXglAEJ6icAw8YUtDDJOChmZEMy3qZmU0CM/OzbSwCJY+P/01oKjce/oVzuSfgSiALBOQNq1srOiY2+uzZg/vplR6B+fNWLFWsRPEncIM/noBn98GhAEDlbkMRyalshZJPQNbNRUlMVF9pKkXQSWwJzorAfP6o93T02ZhYu3qfLBbk7uaKT7ejLtTI3Q8YCXogzoEIVGFkg4HbgpFAK7QYDQAgBRinhhAXg16ssbTSEgF8IgfMN0PgkjyNJRqmdDi3Ye62p3vVKoQgHhWlp19YvzW2fMOir73Ta/WfkdEpeYOrlE/asXTJwYSd+84/X6IURv6+HUcgeiAmqWQZbyUt9t8DZo5HeFyqOakW54cYt2KvHcEBY2nZwPIhGTb9ue35ik1COw57tdDqf08mBT31dHHLoR//OiAYMtqvaeFmqHQZEuEsotOSZLnhqh/U6jLoFMyCR28/2FQlQpFqP5DC4Xfnf8N+rWtEH5GfM/G/cLuyZ9/BP5aviouL506hca6OfxpIortp/Auq+GlFJWymYBdQVEQ9qCbuUz5lNNytjzR3mAIatGyiDP3l8g060zOmsxeuKFhewegbaLv0ELf/+/HvD528WPCHLdi/pG2J2Ldb9Td1H1bm6Fe9Pl731fZrAyqcm9jpJfe+v32AXQHzkbdbvWTqPjE05odO70Eq5MP5v4xuV8l84o9WoYOhZHCo74KQsJ6zl3R1eo0ko1n3H2M+Oa7OUxPDJpxcOepJWliDhi4+7929qEN04u6DiOP1MV9XerHU1RDl6rqIVXHKsatKyJFtkfEnlr2tKNPyOMQekS36zIhb/Gr2NkpszUaPYy7FWuDh4YEZD7Moz3sYAwCwxjMSUysDzIAcKuRkjqkYDIzkIYQcGORIsjLolCLA8/zPglwdz+rAIGFtQpEN4KrBI7WBxAxQjnqxEDAn6+R1AYsCBJmBeZBDA+sBJ5SACgDNB8B4VA0M2JgTeChhEgDGgwd4jnuAAcwYVsLWMifLMhW1s3Kwgeqw/rL9qAhUSLFOiYQgq4USBsAA+7kIg8EAmDVzDgzbgCInKJciIEEKeBYECWpBZVVA3n//qw8PswWwjNvGbYiPj8ebAStVeKpmtcqwjN2HDr5+/bpZ3DEEi9EG5HAZZMEgMQg+8G7BiuXL1KgawqMc7cQODXQmihgTFbE7EIuwcjCAEz2EoAeyIRXLcb2oAjxIkI2/aWaPg43FUS+ciHpRZM8ynj0LnXSznzgdmIFztha5SGKHQJvvaXqW5w8JWmnAQkxD7lk4b1+F1yv50boL3IHlP8z1evWlWk8269iZ1e3eT3fAXNy9P75VqbyJJ3ecwvBXdh4827JM2fjDe05oenDkdQJSNxMwg/vATiDF0zgIi9Tfu4kJSVS1kEq8mYR2KZc2ffKzafD/wio1bFWpIdUZfwB1iMrp4GC/wOsyGI16yXSxElFRUlmJLDKgatawGg8USPvRRzASOZhs9osCNUiIsAM5J4pqMcCs/Q8Gu2TYz+7I6P+Ll65s2PjvoaPHRMey04X3Vf+Tz0Vi5xMoegs9hgQm/NnGgnQ6sYnE/SvxmQD0Ix17iivmzsKhfvVSDmx+T9UMp5/1VY5sn/79Oy+XkneZJOzuGVhjrqL0/eSXFyv77d+4IYVOvMSYyMi5kZFKSO9PPmle0gfmJR6M3JfYjn6fCOq+uZEtFaXzxO+/3PXNkHdfrOISeW5omWIth7aLnLy46+jJ9UsE1ipxuwu00H0fMoRWdSpOjAr5a39fEZdwlQHt316+Ys7z+ujEq3zH7XNiXn35pamCZeSLaDKl11s3QUD29ozNXbTYKyVeaT9jwysx49q913fc8rCJrey2rFgqs5w7GnMpRgPPqJjY0ek85QKQaxXWCxTlbJ9x/gcVSsDP8zxzsn7IgpTF/A9mtpAGpfbgDNYd6MTyL+d/8LAZYENCXWwSRNgeIKEKK4WsEQwM829XMKAojWTlQLKdrA3VQQlyFIFHDjYsWGBjDKhYtmAMACSQALMqKAeGSRJm5VAoDWYzmBN4NgBswEAKAJBQwiLAMD+bx/mj6f9Vq1bBj2gwmgdnodnwAnzNjkPL4RG4GwyA0aOgIuzgYAJIsAEDWfY4u5VdCRh6QEJiPHwtrx8xD6SgFjkS9HDOdYGBAYhDEFWDCiSshQjqhQ0sC0GMP5DYeDBwN4P/4sWLh09foiWUEs+8PM8Cw0Wq1bbGCj4107FkJuoitlaQK56+T+T3cUlJvHTlhtmxKrH0sg36unhhz2ibnZk62QxGFAwq7Kmk3rhy9XqKLhyRTbgt+8kdiFG0x2YysyFH7VcXQr1OaTwAw351qOrGgN5Xtzl+xE4J+VQkGqOUaB6m/zcTEmZ89384ocjx6pjUd0Z24ISZ7fP1jQjp27fO4WnTIhXllckbpg2sl/FmD/P5LcOebPijUDlm/u732wYDPPxLr0qvzmr//fbfelWxVWbe3d6vZkTY2MMr3i3NigQmcfK2FQOrKgL+s++PZ77pTtcu4rY0LdgwMnzatUU9vY/M8QruMW1PQs+K/DC+TWWugczLxrZ59588Ba5GREaF/HNtZ02OoBK2V8tXNyosPFw5mVj13T8+a293Rcqyv6n3kM+T1lQx7W/qzoC+QQlTm+Zb3G7Xin4u3byrzFXCI68teiZ6plfonO3X1jje9KOX08EzZswoUqQI5lLMqEigIMeQQI55FbMupmJM7Bgzt5z/WRyyUhsHCpBlEgBQkSOhIs552uclAznmf5BQNfCQkvM/bJADFcsBqGwqL0ngRII462dxzhnJePDAJFzrAQnirAEMKIIk9bMqmAcMEqiAIQVOAEhggCyqBsAw7AQVRrIqwGAAzK4DwKrADE4Yj2ZCnNnAA5gZgAEAWeRAsv+zuf6yJRCEEjJLNBZ1SYMBgEoNyH3+p6ABxiGh2fAXtwGDDwC7FUiQ2HSmMjPaCRLaCc+yHyUP/Ag82NDrSOAEDzlGRDlgBgOYIQ4MiugVAMBABCRgZEUogoQcekAFjARtgMGPxDCqgzbAUhAwW46xQ0pFjVAPES7JHFQgmUcgdRnzEoLXfsFF917QtgOw2NkAirZlkuJjYullJaIFUCgWViFup59rz5hTFWplOGgBAivJ1P4LZ88LyziqIBWOSVUJ9K3sp6FPWyn3035usp1/HBpg2E89pxufGUcOY8hvWYwfImEWpS7WfhSSUjURCrOx9D3QfCZKzO0A+X18XCJJYOQEZ3EJCF5F6nyXeq3nb1PqdR074cUqMd9vn96rSmoKbt4KG9pBF5dotbbv3E6NSzSM/timWnX1xpOACi+GKZHxtNuSlEo/oswpuF0914YmXi+MW/kCrLTsbuo9wtYik3t+JWz7skVV7EISNObc9q2HExOPX1Wu/rPqn0T3gwykFvQpVqGK/S2uqYqp6qerP5zb7N0mHyyL7u1wrcdWlVMI0ya2qEHipZdnWh42GBg81SPHPAzOrOd/SEEPOJkfANZUwEBCFcSZlMX8z7WDH1LMDxH9/M+aYQbqAgx+aEMOZi4CQKVsiawUqwnYUOSE9kIDauGKUAU0AIYUAOQMQCGkuEZQYQYSVweF0ABtXC9gKGGrkMtgDgxQxTmHF6wZtUAtZFGEoH79JZuEuzjnRrEN4Idy2MBIqAUPNCAHni0HDIXMD+Ah8r/J08OT3Ooqtonc1cCTG0NeU1w4gsPTw3ABmNFUfZQAd3h5erGPAAMAJ5zCGoDhDoB+wOwsk5v6O8rNndyHKvBUMtQCZD2uJupU9iaLgMpVQy14vL28AUAhdYOJBJFICe9Mo+/TrXjeOcWaAiTYkKABSQJclLlKFrM7rQRM4IOzAhQ5kcWQQABAA0MDaHirlXLVpFwLg6DCri5Z0EURLCXNlgDp1SVpjaNO8Kg0PmiMhv3CMdLl5CVZeAT9T2MFg4cTj0gB0yxJASlOGDGjoaTFpuQRhnUDLRtg2Msff9azV4hLSK+JPSY9v3J4/UxkfGt1Gp1Yp06vMs1mfbP6U+yU0NjMq93IaCd03cy3e9shZSEDlYKShynRSu2YUh2QCbu75auJq12chrQJswc6b7k0q4a8Z0fQghoN/aXv+69MbjcysS0cq0re6oABgJkTUzpNrdhHxd6AF+0o8L6CXIYx/XICw4Oa/9EUWqHwUguR8PoFuY4Aj/UCZsM8rC9YfVzdKdogfjGmffP4YhVD+9BYrEdQwI7BGsfrF2R5FecIBsxQ7uPtw27hH+0QcXGnK0QAoAQkD0+6skMLpSe+1UqhhruJboRAjj9UDauABw/qRaWAof8hXX/RCvLnPfO/af6C+agDXqNeFDmKSNxbqBt4FLlHBUXNyCyRUAYs+RmJIpDMCg3MjG5gTuQM6JUDRoIgclC5ywGwQgDQxrUAELy0o8jjjytiHpAwOCCFjsf1o0IlKkgzgAQVRQaQC1UoQ6Hg0i1LLOUkB6duGVNXNTJJoIUeoouigzi8iUqRA88A20BsbIAEZJFolGA5mA37VYezf7gjqBsN/5MTKLFnMowfPpXoHKGhSdM0+QxjUaD4AR2ORWxjkhXeXk67H093+3DSrO+Hv9X4u4aX+te0XzN12tyL128crsyNiIu3KO6euJ4xa9by4zU7ldGx3Br099J2BcynVkYqbn2LYbsB2+WQ9PLAk3QPRxKvtMzU1IRjW+YqvXdf+y7YtLup34iPr62pycCNNTWVI/39gjcd/aqGo5+9/jdh/e/TGs6e9gfuxclUtT0Bblu1ehVuMcTUqp9teOLlgcE5DycJM4NEoigGGGnHlMX4ezH/y1rYWuRImPl5aeBFhJsIThiApQG2wSTkSCwuJ1UUGYmckdAAbShCCTMzzDqx+sgqQIUItxGwxLMHYJU0Q9hIM7msBRgUOWc2WSObIcWZihxVsB6GJT8jUWRrQYUGZn64/G/6asoUsl6stgCcptxJpWVe9BC7Ht5HwljBSEKOTS5AZ2JiJk+XPzacNs5AGh54LDzAcxxNVAwxIG40AZh0M0HOdBnnQc1B+AlK8XcmyZX3K+j3oJJ/6K8rf3riudfrvl7v+mz9XQ4J+2d3+zS2/6CWIcUDT2+Y0TcCwUTtkh6upjYDw5VZ33d9+gnPyA7BvvtXr83fekCjQup+Ks+8VK9YJGAhYVxdEc7Mfa3q5KJbulQPWPHZWxGK8sOgFj6urmgMeDdt+Lt+3soligc5XBvJxP4HhKYWRR49fDKogDuuP7nfiI4Uv8FEQ1WTRI8cPX/5irJtbqSS1xMuVjzzKpG/LN1dutaNC4gFPYRD8G0k8ZtHdVf+el8ufSei9XjclQyMXmHGplIoK34yjRo1qugTT2BlRaLta+2eP8jzCOHhgTx3rguGVfrOfXi9YbpxMxGzjbgF0tYi2R4B5FKqePRGm19FXILoEFfrEJTgIUmLJRWhyc0k828/foWG8elka6EB5ZAHMEKMlJs9gCWaQxGcIrBTnChqhgieE35Knj17lhce8Dg7WbIOStgBLnS5Ny/9+KO4IKjZwgXDy3Wc9Mz7nVImtWYO5Lh5fcmc0fhjTJN+3037oq07BPLVnH1s5fB2z737Yti7gjbr2ddcCpOmcgXz2EwSulWMgMEwq3WdN4XI+AX7e+HZObzeo1Kb6f2+6TWk5awhIf/G71HvMBU8uS5z8XhKUbrUKKczrDPd4UlNV1Peyq0nhA1u8VQRlLtP3RLiDWKlt6f2r/Nyze+ACpswuWJ+we9CVxR0PVjyhZHTu37cazb1qV6h4LLLUBtv+yYkJt5IuEm3ZeJKh5urib6aJgIbhDZ03ZwSznq6Vi7utJNaHopVw7CZh1VuXtm5j1zi8HENJ0na74SGkS+wma1K94mqRiXioEYmFJpouya4JTYtLebMmabPNsa55LQZBtLwwOPgAaehCc4UnDW8xQg4JiamevXqukXNDsxhL1nMcXEJqDrVKyAowGFHw5IQl4BH/rx8s/EeV/PuNj7VPGYemN+9bNzlOLwixddeWUJcnMXkFeCAzeHG3Dd1lsvnL6eafIMC+Ukeqhdf3bmYaCpavKB6+95d24I5/e+Nm4oWLUqRiZYoHFGDE3F3oJhNnU2q92nmz9BKo169Sx4Rb5jUK9P6pgGmWy4o8uBWOhBzioqZEYOfK1KruK16YaDdH66o0R+Q2KWmHImeo3HeCMdGGWXDA4+6B+iMEOc1N5SLnNOJQ9GIdIENkqgcAxAuiK/AOFNo8g3I9N4UR35xr+jJS3H0irdA9TEdPc9tqNKL5VLYFFiEdk30ySswqLi+nBMwpmVxBxKul1txgYimUFfMy2KyFbtudGXHaUW3NXs7aDBk9Q4xvIFTmtbwjEnMX84IgjWHqIlJN/39/XH5xVb/7Wim2EP/R8/G2DAMq+eTrcBtu48AAEAASURBVII7gCxR65ftiivY2v6LWfP/PNko21/MumWtF3etWnc4Qby5R3HxzB9cvUa5IrbfRrcUB4P5/I5Zs3dWeumVusUfmlv/stMugyfHPSCjEwaQ02okTj1dXTj7cWseI/QzgfNVifiyug1FpzgHQZN/02HDCjUpnYMqDVU0HsSvPBcrfZyaL/djIgWM1yRgs8T5kgHHieGiHyt2zjSoencY3riVNxCa2O0qcJFzTEL3lHrzZmKB/PlxuyqNamHGHdfLGpCzzfpW3zVsXjOuPT5aNuDXg1//rzxrwxezXu4x9d9sfzHrljbEbJrUZchqPdvwXw989r+n9Zis4dRz214bOWhCwxdvOzTJmQ+hOdnfRW/ybKVa7oQl6zblDJXMsB/k2dfLAzL7/LmKM0O0YbMOJKYyIHLdLwRmFP1nAwUkfj7b9NhBtGTd3z72KjV40iQ7G4zCXXsAYQlOWyRo4pwBEZTQBHuv1wXol4lPQM6Neh8rb6hbczQMtfgAgBgE1mXnD43a91ezzdObbZr+xu6li6OjLOJreTx02E0s5SCrL2bULKn8ZlhZBJBTmlmnzAHcTeIvZn3b5bU1l1U1t/vFrFvW7u6FFw+E/xeP+3fTrxxcFqYok6b+hX1qeI8deEsNflX7Xr14cXC12/lSmlCKD6FVqF7hl8P0kqU7SpiykJyICpwkOGVxIpXjKFggjbhd5XcseLsV3Qv+TDtGq0wuPEDoYUknvP0I1BcZ1ufO1WjqjOND4AF0J67aoNsxIMSYQIaglU8EzsEiATDLokRKwKBK5wi/Gr66jZGDp7dpcNEt17o/DMcfTu0Yd3RDZFz09fTUuLSUyKunxx1ZM/LvJZt3RG3bdXD7nsM7dh/etvvw9t0EINeLY0TSrp8zzcSmUVOS6T02doI6KvAOVgFzZsuww4tqHxJ/J1d1lrL1N/9IejXNdrLElCMpsnmvH/HOhozp+PofG4vbxCq3eX93nEWxxHzcpvLAWTuZ89Lm6Y1dG/++XxXd9HXPZu8s1QcCDvYFlH/2ZXxlRPE0Keal73ToOP7Xzcv/D+qbf00KLZf3fNa/Gd+U1nH4lCOIX0QyH17WvUmvNcfVWiznd4xqU1mwNf5lc6zKpCix2xb3acx412r9f7184o/nQwaCOjDEp3Fo49makZL/lsCtIg7ZOPEr7JbqcpqBpleR7kDxHQveQV33ToTDRrQl6yqYwTmTDotVhxceaGNYj8m6CoP6UHgAI0HO3vTOa/S+/s/pHCsZDKp0BQDDG3fhDdzZbQuKpSf/PHfox5j/cI8q5rUDzw2Di8su/cQl3W192um6hcp2KxeK1+GpUx5oVmX1xh3iSPMfzVyiV3CU4bbUrKcmJeP1wPQEmlNqRtljEY2qtvvTPY96LxgewNk6K7R0y9VuJnposeE/09fX7slnknir1K0mY8hkL+GLWR1mRr4S82HbsfhiVmOHL2ZdXP/xU03GtH17xt9NXD9r0qNamP/VPX2K+x8c02PpB92qBSqWf2b3j1Qs7n/teym4tmI5Muv1nwNmDsOTBJqTbEa48/MF5/+NwPsZwoC3nIlavDhiMb6pOmzcxNDgAkrC7u6Fqs1VwqZFbCyTvHtox8FPfxF1KHFaOS+8yPlqRFTEc4nivZlgK1prbsjgiI1f7Z/arHuDYoGxKc8XMV1c/3/FmozA9sy0iM+fTD69I7awu49/q2HtIr9Y/MrbX97Rh9CoPzNL6mqn9gNiGNrvd8rsuHDy2HLKejtIvVo9DB1Z1ODAiWIWzLdjTi7ldWivo5XaMNX3HJ2xjnxUFvjMiM4E7giXWQXAswV622hCoDeCOjf4jup/xIXoxiNqItYFK344ihmVnCj8SCWKXG41t2ecvalThF5DFm4wvIFhkPW67/DQGY0deC3y6glsZ2BGxjNjQoWYykGwuq48d6RjsUr0WBm/U1obbTzuiEVoUL3PwpSrmvVU3ZzohAqZlIQzF/dOunnhX4h7+uSv9fJ/l69eVcxXQNp14+Kmq9Gb8ja7+t+vrnhHsUiN/pmx5pnuDGs5ab77dD3eP/ytLzqPDfk8/I228Utq2TTGLRg3RgmZNGN8D3+8gGHF8SIthu84P/iZtkOV2Yt3n3+/aeCJ5VPpQYI1y7fEjajtFrUR2zvLn6sozaIxqqZTkUuXRZ3d+smQj6JwQWf8i3nU73+EzI3a/FKwLzgPzfsA74/74b+lvari5Q31NmxMKdBg+Cd/vDHD/q6UQ8umgG3V2i+bBiqtqm/fPLvajIi9z/cpt2Ac4pKQRccWtC1NL9B8TtQ7tG+7kV8sDuvc59Vg+ycvNbOyOGYSaZAEdy5yLTIRMxumtQwyKgcdNCJgDXRau1SaQZmOXVScGafzGjRu1kIlYYY46jTfErTXo7Jn2aJbqsxBBljHCToBcM6AQy1ylKpntSAzErkYujx+bYwOGnK2KM1Gv8jBwlVoDSGr5OAhfl4PbQbmmm7IWdfkmDbyFP6zPzWtQNCpRgcEJXiNqd2JRyKSyjyaICszqNIfhq+kK24xNhxCExpgcN6e6xcRMx94nvZLOB0NHwWgxPwP9t+4iI8hefv4UGgiYmiNRZXFnMGrkIbn451Qz2zqVbX9Gld3rNGULl6+gmcGUpX0hRcPzYndfy05QfEsio854tM9zIC86ZaZq2p1k0WeP3n61SEdpjU9JTMYX8yq/NnaCXObjGn83tIzffnNRngw5uzuSIgMz+86XEpGRd9oWhfr/qRVey/WL4FYpPOvv5bt0uWno+Zhrmu/QxxTp4iD2yGKUCNqcEd6M1W7fh98Nui1ZhUL4h2OpDOsX0v5xfMbwIRVfgrMlPJVx2u+lbOXE7ko85QEOgGaizdpMrJJXLJiPobXeCshPRqJuERjtpotKYDFh9BuOzTRlNgd5SLB8xuPEep++V8/r3HfiFyPdpga9R2mmzR1oGqCbeEhFwi1gkKcWpiBiRKm6GtQpUhES6pqIca8YMpYn8bu5KiKSko2hG3WS6lcA8A55DXHpPeZI01fdmj9HbQUGujZEUr4yaS+95SrEEhkXMI4UkHGo/vEwkrmiz7kdmiWa6Zo8lpZb/3jBPNbttFizSHkNo7w8HMVXlN/rdp8An+Sw3Nw5td0G5o1T9Dx8fKG9l4TcTrLkAKvLqP7tDMkMVjT8aVD3K6pTQQUSiOBxGc8TQTiv1q012xHVSUpwnEqm5oUj7jkwsVLogZRi6L8FLv357O7JcYBWFO7Jy70CBPoAgKfUcI6GMj1qcvcbc9AViWo8bDZ/d7r+kXbEYnt5BezbsKCkMELP2vlkUoXU6zJ1lKlvZXA4LGK8vHffzcp8rsS3vOFF4qHKB9u/Htz/MidHWbOwP4KWai1WTQBMUf4v/FL8NpK1X3MI2j2GW6YlckdTxjj5dZO0/hfl9bwcxEXeFJ8S5ZVLGeJLeq6jll1iA5zt6DqZduBFaJM40A0Wf1ahEqggzAD9AyJu4x6SigQHMI99l3JbKJfbXyaXptSlY3q0zcc6iVFMtsYALFl9ky2km4gaRO0Zh6OOqpQrslpeK2MWnjZdOYHadaDBNhrwhfI4Babj25lFhrJiRm57ZoHbiVso5MOeswZm7fprvjlrpoArFhG6ag7qUSRcfAsphgRG4vMznZNSLCqlWVhm54N3Flw2gx/2CA42Q0BCHWwCz00jGv56qtNyFmaw6jx7Hg+QVjAoBreoPF+12PDhAuKdIrTWU0JB/xV8i3497Xosks/xZl+TOyXlFo0XjxUlva0dxCzESP940RyLKsitIuRpUuWkBgAx0+e4qIIfEiadTjI7pjXFCRL0s2100KwLSJEkLukpKeXSEt512rdk698UrneNf2CLKu7Pd/ln0ZbZoBnfZ2e9I5LMgrGyDu4qHVIuIYq9NA3Au9wQrF6df448rep9X6Zits/xBezvJ6oF6bMjfR+pnnzIDaTf5IrQS0mth838qXnFWVExDRfX///hSkjWjRAFLOscQU2g8yk5do2m2qfKVPptoONCaHI4csIY3DEVsfpXbhw08Ezg5xAlK3aonl5/faM+3NhSkRk5J7LSlgg69ZOIvsPoYlPopu8vISsxWy2KF5e6oaKHclmnwqRlwHSgQHGE8zBhSjL7XZVilygc4LEChVUgjLqL5Qp1+jiyPWoKI1PKqOBbcfutKCK2dNsorqZmFjsahQyjhgxAGS9jlStmox4bp9Gf0BH2G0bFFnZYHNQ9kTQ3rs5ASEuE8zCpIEkbFXRhLLvbSaobaBf9NST6oggYVGi0AIF0RqBwhAjtepZrErLg1oZVU2Jp5E7nExYRW7M0TrtRhMEJjQgaGyKnDyFhJmUQhfNDySgawioglvFGVTDG3J0ZH9smHio8SBiGHmD/KXWXz4pnt5hnGKlt1rT3NIg4ElcysHqrp8J5LgEt1TFksdOnipbqiRbhrjEgQo8MMypl/XwyR/WbSVLOc3zz6hV1sfLJ6DkrtRkWAOe9XVeJfs0bVDLdQlxVTdNQmLucaozW0j/Ol9FvBsR/iGutogqAtqOnTCoyZhibbw2fvpqMY8bezf+49e4a6Pi3sFNnlWURYhFWj1TApobd+igRC5UQjrXKq6LJKBCXW3JWKHQzopku5JSuV33kH4/ter81qbvBxSxHP4kpBuu77zxYog9l1K5Q//wnj/9r0Iz89qvGpXJc/7Q9kPuNbo1LtN29LuDIj9s3KRvxE/Dyyrnls7e0fKDEWQc3k69bkM9v1D6EFrC7k55q0WETbq6fliAkvBNh7yDI8L+jV9PXyGxIznUqXmbJ28QqUFOE/e2U5JEyklPxUCZKiZHieTVA4JPxywCGj2DHqb5NlNjeMlSGVSNjlbplakwK0SuzdpZ22uvwWa4Pf7+lc6dsz3MxbXCJupK4adMnSVYJVdGp8JxODd5aMCxSLf784BkSYXYMyFzoIL0qCGKGG3sckI6Dj6BIyO5BaRMmMyZSmUkCqTa/mYKyaxaQQpoJiHWO/6dI5XmJiAoSP7CIrPgJukp6VYAqh+F5QwbVHaU4Y2cGhvqBR2pjkdYq8LlT12/NOvcXozBkvM/EPMBLvEoHQsGty7ytJeXJ05IOWRphscPDo6rtVErTzcoPH7iVJnSJZEzjyTxqCdZIcU5U4uG9Nk6v2VwowH0EkJsKFrFDSVWXEiyWJPjESg9Vabm+QM/lKz/DfFblcjar2Lmop9F2h9gtgp0MVfSJCInFK4lm7l2X4nKXrzVm9O7foQvZnEKajx6f4Tn/8JHNIgYx5h5B2lDxa9CGA5zw/uGii2K4HotFGVh9zdaogQbHZJPgZKKckRF6sje/rjDV1d/YNiGqEU9QtrXrzCRmEM6L/v96zoBqpzt4Ftz3qlNb3Wv36NJKCO7z9yNKKZo8w/2LPAM7fhOeHV+1npwywmKb3Dr6f2q2D6EZqKLREpeP95vCSADiqrBlD3JVh1DNF2rTaPhJIYUNQVzuGDAgf8cxwjIPH5YBFqySsQtJLJikjQsHoDJroxaVbvU8EOKSIBlRZGadltJsxBtdla1c11k6oNNQUFFNa+QIaL7+EjbCFqjBEEUpbWqfwRS5zeVTkNDS6DKJMVvAWAKgLgW3Qhm1kEgqlZt1jyNIiy38yaj1GoknyhjNBErKqAi6RWRCY6CbJexFWwIMYrklNNO7OEpoIHOZ1H4DC+sF5O8bA07iF3t6HDN/waV3WX4Sg4bANnxhsvlq3E4Hfm8lOciiimpyYtP7fn78qn9CZdS09Iq+BdumK946yLlffP45s2blx8epnNZnObrNu2oUbmcvm4VzqBZz7Nv376wBvUuX7su65VU3OxyaGX34sHPBBSuoKSnik0bi5KGW2BTrSkJLtZU3PCyb9fqgsFDj61/o1aPXZgsOOGCDqdUC75AnHb2TEyL5s1o6hITD514Ysa53dmEW6o1SpqpA1LNcQlmBV8l8/PS7YroGHTgLbQROUOyWwnwdTS8GAVfG7F9As1yeLpHhT5fb70yoFY+KUyfNyObfPnijIo3J8SZLeIDarb7Xu/wQ2g6P8K3lFAH/mvWiiIh0cWClzKdkLoisJw0OyPAIpwL5swkdPrtWbTlSJhnV4GdOXYUWbBXJdEkmYGkqtPwKGqglHMEhB71fFXFHVnuqoxTAzZwAowThHMA9I09nCcWy+nTp+vWrav2klYbd58oUY+iEwVGJYszSYVFxxPs2L8qXfUTbOAG3lYzyXKtDawP1Yna1ZlDtUTfxw4VgINMl4mGJOE0pICpHkKrWyGqVikDgDi0RIxa0vM81DAat2LV6mLFnqTvDpvcXelRTDd86I+DMORai8lJYEZjM87e5AFt2BtUwxvkAX3K3tgQ39DBfKFJ8qmKk9LD3aN9idDnCpVLTk7ete9og5DK+Balp6eXj4+PGpcIVlumneZ2qjJq1lWE+QYlnjPUejUq7gcpEvLa6Z1j/ZsUx6Tkkm6xpqco6WlKukVJTbRSjGJ5IqjkmUPTICECeihQ/6hIn35QNYsq6FQh3Tix6JAziVWx5QgAAhy/oXp7tdhpyyiKamym6+tKWDB84J6nG6Qs64tdlODStrgEOvB5MzZPNZLVevn6i5hEj8wTEGBTn7H2zDDaEqHR4V7xw0r6mc3mhUQgJUUVIQlarniak0gyRqK0vmMqSGIBUXl1jKxba4fgk0xasGRzozqxauySUwwSWbdACyM1BvsW6EskpKnT4XWgvk0aJ+u1L2l1PeijbYjgrKKf0/pECxObbU+QaD2z6gS9L/Tk7MFCGlXSRpzN2YBsBnAFNJzEoNNCIegnOVv3CAjMKp+tfrLeaQuIRdUuxCRsk310IPKomEXl7a/AEI6bSAcxx9qK2lggCv3PsKYwq0EVfpCnu+Er+MOpN0w838BBTJZMmMrp1SWubgnJFrPFUiAwENuciKDxHyco+MmnlBF85lxswQDPAP8A/7y250dYFXHYd4YoERIKaWIQimS9TMWPJM98VdNcgy7H7MhfqDyKtHeCiMSaak1NpBhFSfX38489dxz8e3ZH5csX4Ofn6y3u1oRB+BPnlmol60TuUIvE3xoQRjqwyaZxExyoWRWz1qZKSiZhdaammwo/XWjT11OU/L3mbv1Au7/VvnKpyR7tUFI3th2wt1WEkeqvYohxgeYoGi9iIufZ3EElr/tOSPYomwPsAgVSpmcEUUtA0/jKLOml9DxCARE1WVKRGbNeMDtMWevJmmpXV7YLWblAKLE5LBOdaL/gceZKdQGSJI0xE6WZoDOpWI8m1/A/YKEGzaKZJ0NycCENByFqq1mF7A9i4LJmUVEGvRKhVuBQjyQ/AgDcKqZQ/SxKZ7DAc/vIq8TFA0PNZdPZtQZV+gqA4Y3b9QZ93o+SNotLDwJISk6OPXfh6vW4mwlJ3l7e4CJm/FfDCZJj8OKlS/uUlPz58tWuWYNZ1BMfBWeamert423RP35D+kg9qIlmc2zs+SS/lqf2T88XUAz3mlA4kpZqxa5JmtlqtVjxhHBa2hMFAxMSUw8dOxLgn8/f369UieJ5/fIKA0kLWZtTCTZJdRK44ypuQ5v6a5895qw1Xg36fLa+z2fOSLeDU+u5HRHBK1Y+tT1kpDRUxaH/9Vin+jVWp0RGCi1Z0DWSrF4Tk31EgQZTZf9pQvZHycd1ip9/TkUc6nLKI1VnUbWDHimSA8At45Js1qFvm95cPv11GHg5u12VzaqZTYQX3H+ojbtI+12uzTCoWVhCDADVtjNS5M6Db7aeWkgQqSDmW7SChW6rCQ8LMzwh/+AGhrG/jSYzTA8dcNKcDDw7RAJEN6iaWwxvwAO3OzboZkeS0VYYecoBwCZEsWJF/QLyXruZMnXOwpsJCQk3bibcRNiQhIss7h4ePt6eeXDriZ9fwYIFgyuUwq4J9YGuPzLTzGz+/gHJyalssb5eUFF10aJF8vo3vxK18791P5CJMonLQCjxj9pLBT8pHxio3zUhkvivF5LSOQmw6fpq7nSBJ6sctQmX3I1C0VRo0abwrJou/Z8VU6Y0vQs0Jm3PQSvT8c5XyuxKZs3nzE69fQxnrcPGnz1tKn8WzDaSM5/Z6rsvEIxxHAtcZisdaPZFKtljcsZkji50ykUlCB7IJvovGUR9qgk6pHoWMcGJhVqj1XhEJykUPl6Z9I/wrjokJVIC5DNxpgAjkRIwqDQstYFjeOMOvKHumtAo1BLDNOBcXfHWV/y1KFQIRHa0pOpFsqDq2Rxk8/j6pojXlHHNeiqqxk0tSIWe/TyzenFeIIWKnB9txnUf/TaM1qAcOJIN8ve3gz62TyB1oAOTXTE72rKpyk5vJoUcVJVJDQb60fSAWKrpdzMCALtRZFegtusQ92ph11Wh1UgoBzSRMkEyyTHXdDjV48j8mJTR4zwbc86tZiTcxEgJSCoAPdJB1qCyo5BndKDhq4wjB/ea6N1C3qOpBet9Jud3DlI9TCY8iSNmvjuqFzaKuAQ5GoaG4DkE5PSHnQIBgESqcyihlhxMOastBw0zVBke0HuABmqmg1VHuOsdPn2ldwOb4/BWQt/Au7stXRqQs9qk2lwLYE51MovSpKpuk+CCDsH2DcjBdcFe8f1bj4x678+6n00/215PYhPQxSVOFvaco2I020UOOafZ1hYBOWmFA4dRNDzwGHtAf4LoYc0lYiXCLxacsY4JOO1PsUStXzxvkZqWrd95mb5rmTER26xFm+J0FMvl/XN/jjjnnF/Hly0wYUZYoUJh3+n1Z0vOOVPOanNeRy7BctdzzOFkGNyz+Vm/Ihr1Gt7g08Hk7eWZ4cTA4HQyQjS23ELFmSITXtyAdzTggg6u7Ii3NeBZIgseJ/Lgl7iDj6znk05rh3HMMQ9kMVpyrA5D0R15gMa82F7MIqfdR5tyOlkQgNgQ6mwgWHR8zKDnM68Z12F4pF6w93/Xp1URH1XQYVW2Ab8emNLpacYnxUS+3HPq1vbhRRyZdXKKEnf+SGy8X7lyQfw+QDuaruBRUlHiPd34Hl0d/s7AnNV2ZzbcFym1bzFnenpiR1tN9GITvM7EFY9m4rXbdpGpvVUYCRlGh43DoNp8IVYiw1fSIc7HhmnLlq0YburaLZgfliJuxYW9HJ0AwMujAAMp4pN0FPFmqYsXLzRu1EibaLMYDdJNBmB44FHyAI955Fn8ZWyvNh9oZ05GDg2jP6esfnh1QNjX19f197XErft+WLMhP/66emSVdmU0Zj4KNkX5tkv/Nk3WNeXPObnjB1J+96zWNsia57Z4elDUpJtpQ7MMTVSTtC+X2ld+2yXZQAnctoqHSAAdv2/f/osXLyMeQWwi3rRG71vDQEARDQGABABIbZRQ+4A0iuQIkQxv3P1gMBUuXFjz50N2ROO5/chFRMJhCb3qkl4IK2ITi+4224eseYa5hgceuAewHNMydHuJLsuYAhq0bKIMmXX5RmLmwpHP9Z5+/Y9eGTdKojf/9vbALnOjIBoyZubXI7vVB8/h394cRJifWj470638qMXfdQHy+PrpfZr2jcQXScPH/vzTmCoBWtCS1/rfqm8HPj8YEu2GTp/yaQ9tpyVu5dcTRg35P9IU1mvBpPfbVS3KFlou7/ni3RFvTVuHYruhkz96d3A53Scg+FrTvt8+7tpl9eAtv/WqVZClHr08f778gYGBeAMsXmvFWybYMBExCmUclyBn4NFrvtGiXOIBE57gxSDjNZ5teliKiEQoNhEJliMUkbGJGplYLDdu3EA8HxsbK5p2+7NsLuklwwzDA3fhAe0sUY84O+SZwgE88gzq73jp8RCvGk5YMXcWdNavXjqDZiUlXukwM/KVmHFtx/b98M/Gn7YEj+3cvPTP5FINhyvhb674ofXlVdO69gz7M2b11jHP+pV+JkT5NiqkUocujTz9SiAGubThk3JNx7QdPf3vpm6fNelRvZH/ld1D1XAiYnDDCGXYp5M7HI94f3KvCCX/zUmtTYp56fDC7SZbXvn092l1vRe/E96xxvQp+LZDTXzIcnePwtXnKmHTIjaWSd49tOPgCpP3Hbw5tZz2LQccT/z5fmiXD9t/Gdn90Y1LMFviwUm8HQpxCRKFJhSW0H/9rgkGBzAYT7JzH5ZVw7D5Yekyk6f2vXuyWFxllqbn8qI60SJAIcPTcS5hwsVmCXJcy0Gkn2Zyw+v2MecVLVqUNhxtDTMgwwOPkQfUM0Uc6BzJ8A0dbC5GR0dLjzg7V7SzRxy1gpRgQKAjp7wx4L9DU6dGKko3rOKVfDMwE+J6vH/rtyZ3HhvyefgbbeOX1BJMqNfFJWHBO8MVZfChhZ+WQ/RR65k8V/e1Gzt+x6AmdWq9ODy8e4/4xr379BYBQ9zMcWOUkEkzJvREOFJuxfEiLYb/d2Fw0yJcYed1p37EB8AV5dUyiflemTxj/7g2wRdXIi6pMnr1z282gQ3P/BV11Sdk8ISF3Zf0PrN8ylxF+eG/pb2q+ilKvQ0bUwo0GP7pkjdm/K8YON2e9D7+z4zK4R+2+3TDvMENtJ0ZbvUjklOUIR7DwXdIPDw93EzuHJtgIhXBCR0QkFAXIZDUtk+o8Q/VqqH2lmGzfj3Mld5wpYEl/3icPexFXLHWN4EGo74f1MFpHAwPGB6ABzgq0LmCl3YdAiy2x3B0+xt6Fhuc39vHJZKKIz/OahVPVUzBn62doCgRjd5bes2kfV7bfHpzpFLl7dYUl1AyNfxfL0WJ3HXyGjZGUwiTou7wmM/uRjVRw/Pj9zs+udXiQ9Ciom8QC1JY49oUlyD5VmvSVQCK+foVAL07VuOi4lWiVriinDoDmRRsryphlZ9CXEIpX/XGoJy5dJOLabN7VW7Qp8m4DQvfbPhIxiVopm0Y8FYIT6E8l4IsZ1QARtHwhvTAPRsM4pVrqAZrN485Bh6GotgsEb8E6cQh60VBA1Qkn2d0NhnJ8IDhgVt7wDEycSzfQkPYyxMn9e5T2SW458Run7Va/WaDLPiLNh42u997Xb9oOyKxnaLYPr8VFX0eX9bmaynuebRrKhkUUeAQMnjhZ608xC1l1mRrqdIIRzh00SIYfG1LCHKeQQfCGXwijNE2AxTFHTeyJNlzr92++YSlYelHNTbRGks/7OR0aj+pUvzysC0TD+PSZtiMYUbXC2n15rGoLuePVFE744yj4QHDA9nwgGMwr5Yd0ZlqSklQlArdJ0wKU9aOCvt2G3Y7skheXT6OxP7EL1MXY3uD+LwK1whR0mIuIjThtPNPXGkJKRdE+xm4ScWWvJ6oF4bAwrt28+atRHqh/QvBgU7imJN7f4VyH5PiF1QiRFHW74jRlFw7FoG9kuL5KNpA7afwpjZO5tO7UKu/lzsX3bpO37v1ByViTNnq759Q4xiV89E7oKOprx/1deGRX/ge9gbyt3/pPapINBxF/hAWFQebuSlokZg71MOjN48YLTI8cJceEGcInyaZacLMQOuVyDLjIXyyIIpthYBhc1chDhhUe9Bubb13LhlQ56uIdwWJ+QLD3xugRA7vNX7ByfPn/130UaNRa926jqxdBFp9q+Kpn8hBP6/aFXMezAFtx+J60MQn2rz/z+Ho6BP7I37+YUO0ttMROajbmF8PR5/7d97Ydl+kVh3XLxhBS5EqnUOUhf1e+WbVrujowzPf6DVRUUaMaIWopHK7HiFKVKvOb0HVif2rX6/QDTHLGy9W5kalxSSVrdXr5IoJStS4RzU6kcNALAEiMhHv1+YVgZEOc6xR1DnnEVhDc1cTaBqhGUeu3Xhax77I4w8MtJknphBmpn1ecQvHgyrihj6qWlSPjJ/QwZvv09KtuA0Wf7glFpkwmUxn49WicTA88Nh4QJwlFKU7/ctwYuBkEvc62vlHnD00B2Rg17Hh5SRKXnFSAijcdOGC4eU6Tqo19qXkSW10XArfVwJjOBVv+eb0rh/1mq2aV6bd5//M9K7b86XFY4nepN930//v5Tzi/K3SaWT4qLWDW1QfrEy6kjYsqNHoAxGencJH1I8Yx6rmHeysqQ333te1QklCVxk6fcWYhgIfOGrTIe+BnYQGIr3z6453W5YgUoGwDVGLeoS0r18B4Qq2aTov+/3r2v5kko+/m6J44DOkxZuNPhphfip8XNkOBS/8MTCQ+B7BJCZOC127ER8RcaNX11lxMyw3FSODboV1dU3Xnut84AsBDTi+V+aBrkeGGTncCzFnz4vJhrpXHWTU0aK3kWH8pdNLVml4IhJQFCz9THVgvv9FepsJLBJG4i2wiESEpeKFsBSTpKZa0s7Hxr74Ygc+qdQ7vbSCcTQ88Jh4AJOmTBmf0LFYUhHW4wmdunXrag7JGJpoFDrSuX7PkzkhwYLbRkwBvg7XaMxxcWaTl6+vl9idgR0Wc1yCWdGjLGaLCWRLQhx0mAICxKUincWZ6lZIOe699Q3w1bTrxB5xkOZ9pN/nL8QjjeLJYTw8LN4Ci2dz6N0mKNAPVw5N6NZosUzc/5nfqBe98Mi7nR64Vechq5KOIEX7xUQRiXiTGQYr1nnahUjHc7kUptD4BaOIaKTs/S/SbMuxiZh30RAKUOjBYQFiurWkJSWr16yznmupRQ9nety+PfZw9lIusho/LDP8OYYa4seng82CRyxHDoR7VfT2pbtLnCSvfPnsgxV3Jxhxk4jJL5/upWk6Vd5+jsGKRsygSiM8Bkf17VbJycmJSUl4p4nJ5I4nhikeEc9A8UPEGAKY6jGdAkc+yQULgWHGI9kL4oIO7YbYEv/AwvKOcYcBGpDX3yePlwjTRKBGEYl+LtMXWc99ooodE2ksXcih4EQk8UOQ3gfr402bxzkRl5ijVs2ft3hNzE2rb8Fyzdp3Dq9X5l7/rrq4a9W6wwke2mOVKSlKhUYtQwOvrVyw2qV80+b0Fkv69tggZdLVPcOcz8G2XjWgh9UD0dt+m/z18isFa74xuk+ouM0TH8P77uNv1l/y6tRvaKd6xXUNu8NRqj9B9HCOnDk68wwwV3sAXY/5tHSpEk8+WZxeaiKjExGfiNDEDTxaQlvkVH9fZ36jXt0wemDr773uBRPGIrcTA07CvOBjYioUWADhMbYfQBW7d7TOg0pF2lYDQGgqaPj7RqV3raEyXGMSN50gEEFJbPDQ5Rz6T0nbE9J1pjOQzzHVFY4MljMfdyg+hm7m7/xh09Lbfh/b4YuxVfpNX/VdT3G9OUtZ9ezNRHOW1DObJ3V5fbXemK93Xg31PfN8lx4eE7ebqz4Bp3uUpC+ZOQuS7pVV2oi8kxYZsvrezI43Uk/8UbJ25yr9hlZYM6TqF1fOpr8fpJwbXyhkXEjnoXWPdm5Q0uVY0kul6R4PxRLzcYcSTkdpAftaRb08PGwEPqM5B1YCNo5sQcao07vp4fMG+h1zJn7lYatczPE02+NUd0nHZomLS7oVmyU8NujizgOa+Y16uQvQMw9w/b3XvWBb1HBxhBdKGou4VJKWXqAA3mFPCz/OMBEF4C44NXzBhR3e3KVhi4QAhTZZ4Coq3x8qakOVOIn42hOK4pyigIWDFgGwfcJEx9mYDLdPTjksK95vgxl/wE9bJnevTf56550Vn73ccmSvl4NDVw6urmlwKqsR1RBEFh0A57LuXv6KEr7zxlL7b7dWu3rpkldAoJ1KMYs4KBVF55o1ToOqeYKOudEbyfGxijJ23fcfBMS1mptv/IU0lyDlWqSirFr3a9PAhEJT/WKvJCllcIEDo7RtZqN0xSDtJWPUSnHioq0EiD9bw6UHJKD3D8OClAWduLImG1S9V3ONN2impP9p4jo+QhDMovxGTvz0cxULAZCYY3GBB0uj+LgqdfX9n/nJfUa94ix7gOvvve4FV95ywLrOwQcX6Z7SNIuXp1cqvfYdQxW7EbTei60I4lUxuNUDaNqrABsxgu0BUilGoT/ESKpVZLSa0D5x6t1ufm7DqI92KeFTPulWm95PR39eLUZ8PTZEWf3690fwIqekI281Chn788qF4zvglHV1qfzxoihZl+XcjlGtQwS+0ezNsYw3H/69caNRu6P3TXylCpEa9Y48cUOK2AC23MHgpBOfdGz88YJDKpsdT1zEZ91FXS4DPvsrwUHQKD6EHjD54D1g48ZMWRi5+VSIcnXd0pUblm64qoQc+XfDoinvv40HYvKI7/XecpRm0XYaSQ4pI8aeIQttBukh9YA2DDBn0myvzu3005TSg57bYYHOqtyy4hhW3buxIXZNEE3oZh6MSgxL3KlBkSmt8YjrBR2/sQhOx5UTsKOEIIB+d+GfqwuiEiyKWP/vGxVGwRxcsyH7rLAKYRGs5dtN6JZYWEk7k7akbyWE9ElPAt5GvXH+dJSiDOzSwlc7dYVYkTaDO47r++OB6Cnlit6Midw3N7KFonT+fNqU/6YMHtOhssumi2/VLYhvhnUvWnNuyOCIjVP2T23arf4TBWJTny9isqQmREZOrFZiohI2eOpXL3z9+oSm7zW6MetlL1290jjcN4MHFcR7nvi75IkHI/eZO+BNmLBZmg0geenwQm2/SP184bpyV9a17tvSXOjAjG5Pa3psLRIYKch0g6r5iY65yBte5Tr8Nze6R+eO3wkDR3TAMKM06IXGeML1nZ+2dKmYB8NAN0qZzv0rR+lXT5USF32YqI4c8PCfihVFh7ZLkgSMkSNdAeDR8wZmdfFjMw1X8vFDKx3P5mAydVHcrC4082O/BN/1w6QrLiY8mJn/Qa04Rr0Y8fdt3ae7rGko6oITFMVNGvpFXVxxxGJPm3dkHM5JSACgzRZooFs6SM+DppI90ipc4BGmwqiMCabq/xwYbCQXca9/1UqFHTjcrHSTf+x1+uY7Xv9k6jf9YvqcN3oPnBO5OUxR3v70jwTFenj5V3Ox9772y1b1wkZO2x6uKDOX7ZXTWZO3f49f/2WfQWMGh+P1l9fFo0S2egUbqoiold/Dlb645eFR/as4x7XEZlRq9ArEJT1+OvBGu0Yv9B47LVz5aea6OBvdQbONICCDqndIrvKGV9VOo/fg10JKVJgStjMFkAT2jOv2DK7lILm40zlZtVIRbVQLLIaleMVq7HW8iEzfKJWaxQHc2Ut6tRmFDKrei7ncG9JUmtPlLIoXR+SOuT13rjiGVfdq3bfdBiujEwBIiE5o+4R2HWjWQ7CME4vGKCJoWvApWCEkbjpxwdt4QERO13XuIxVxFepFjstOdCUJdmo5x1VkMv2XJ92dAtdvZvgEhwdVJ1Pb6jXUVzAFVHgxTImMp094pNwgnuaFxFN2grVpHL8wE/iwj97qKB5hVF98bbvrRyqlmCfkp7U/huSxpiqpHoHlsngMx3zlCuR+6lHxpx6afAjXpRWN40PqAfO5bVsOJyYev6pc3bzyn5vuBxlIKej9ZMWqQepjsDTSnI3S7LbZbjRDCOW7P22yW7nBl1s8IIYBbX7TEBA/RLU5FqsBZn48oSNeIE7z/wOc+R/UimPUe//WfXVB5DgDcQg/rI4IgzHY0gOMu5/EbgRGI6NxDxSu5dDWH6YvjGMk840rVxMseNzMJ6+fj4erA1WxIvYGH+IWJ7LZoybv/WthVPJT7dvW9NbVS7J0FlG0RGbTjbHafbt0ctG7Wu5+kp2zet+wWg14/hBnreXknjkIL2qWyqcop4G/bnaIXWxhwfi5ETV8XQQ5xbdkGTkJie0YWcoMKFm5Ts0q/NM4MxYVT3Y1eXvGmw0LpqbSqmL1KZ4tuVuoNcgP1AMJu1/OWw17b5wGh9e3BzpvuzqnhhaxzlkdJUepYFNHaa1S4KDhkVW6FT0rWYP2yHhATKA8i+KNJmJupykVl3bkHEuXebAoiMv3mPmzN3vfzcxvyNIK+7j5Wf1Bj6toaLzYGREnmRibwFAIgus1lIt9CBok5CaMS4oFkLm6WW8cnjG6VeEnnqxQvtRTZZ98olDAtL03bVRiF9eMEE9klL0NqmX3hNcGfr4bH0ZX67WXRRxiZ5WgUt2ZJ2JBypwBFN/g58cqys53P4+8THzEbbWmnogYO9mihHcs66/K5/XUIg3zqZWRiunpJyksEK8kKVvlueatWraiv7ZhwQVJy20ldVflFjLu/vSGKpeAp8XHzqi6FxpX4tDETEnTYqGC1EUFSZJYA8g1Hrhx9J+5Su+o+PT0xJ24oPOvBBKBOdRbmbvxCH0/z2GUsvmpJ5a9+0UqjVItdsk1zTIMyb0ewOzqZPYWqwMmu4xzLP1cvdu5HSoMzTmySj46nlQv6NANPiJRy8RijeAECORMEjgBUhRDeFCxR+GSfmpc0er/pyiNR8/5YVAz76QrezeuShLvcRTUNMQR2HqBJroTBYPeTvb2qD6l8Q4Pb4QAqmZ6ZTLierqWA81sLVuFy1EwkO7iIjxMVVsHqi5REyhlRmeqEjRk69fjag9qXKjNgq0TG5TyO7fvzyFN+uLe2LmfdhdzPt11Mrdf6P8V3dqlesCKz0ZGKMqPg1ogLAhp3z+8x0//q9DMvHZKozI+5w/tOOReo1tjNMMu2X1P1Y5y64LcnPEq3fr3fqaXRtYd6LXk9ZbBqdejd0ZZ23dr7Juwu1PeahFhk66ux2vZEr7pkHdwBFa49TVhtB3p1nUZHA/IA0djL15K3/5rpJLXnXY53fMqkT8v2VWyZvwFfONXDYlto3QhRmnpvOei/ny9SR+M0nkTaZRqY/0WLYiNxbPKlMSJw6CRP0YeCAoqynM75lSaRbFhjqTOrhhGuMZDKwJuO3RNx3MSINAEq83tRIWzaH62GlTDG07GBi3VeKF8NqIC7YKO/dzFo5NGHq3udOR4harSaBiCJjfXS+vnIS5R+s5f/mEba7LFGuDb6OUBLqnJZsuNbXMnvfHa5/tBbTVw4Qejm5UPSDr0W8eaP7efNzDmm07/t1HpNG75lGFhHulJW2d+Onyo4FQ6/XPhx4peiiV26ycjhk1avg/SAyYvf6dXWB4e9TTJupjcEjd8My581DegvvT+ws+HNPG28Gf8YCCouIMce5H0JDNMB4/T2AMNUROxZJUCag04v7fosMrtO9ZG1CFS2OD108c3LG331M7P4bVHCOKEhQdeDRa3APjWnHdq01vd6/doQp8wRerx055uDCl4KJSTqVg1d2WnVtIdfQqUVJTDOoQNLFcQz2VQ4m+PCdCr43exvxfo99Lrbb57nRD4knt7VGZyJ1Py+nFPB9C3yoqqy5k9SSgxstzlAb+Q8Alhg54rS3dh95i2VeyDBY+ZNqB25+rfAhU2YXIFXFKklK/WgAtRRYeGtO9gP0rDSvvyyctsmebiLMDHUzQGWnaM9Lh5QEyK6Hh6POfixYtuJrq5BC+DJRT9xqRddowMzLHsGQQlKIKq/qIVWAQztE5QjGJQKbozvEFLsJhQhDcwvPgqjWvRokFYnrVRRxEF4lyEu3SvyPGT0fqZC/J4rWpKSorZnFSxwtN4wQ4v4Tz4QAUz7VVAWLxode8PXRoMX/pp5NmB1fyhE/+YuuvHTmFDl3X9cu34VspH7ZtM29twbeyfFc78XLTWQAzZt2bMNP/Sc/L6sPXn/qyWurl+8eZRXWee/bbNld2H8wRXLmDe+fITDZYrXdceHO8e+VHD16Y1/HR9RP8K818p0jv+27N/vHL8+84NRy2bHHm0ZerCck3fGvbHobfrF0ST8A/f9MPlJzxwC/NSU1OO7Y9q2a6DNsmyc/iconOJITusSrQ7CEYwp10+f9kCRyheRYoEkEMA4r95V9s81T1m7p/f/am4y3Em30DH75FheyIuDp8Z03+SzK6CHC2o3zS7P5XlqOWGskw8YMHASzX5BgWKeFcwmS+fu5hoKlq8oPrbwiZJzOLqHY1SRtOyoSWcHfSOZJEDwMnOCZ/3q1Onju1csEE21Qb0OHhgzbp1RYOKurmZLl++VK+O9pmMx6HlRhvvrwcOHfYtWvQJBCL4cqSMKLCmIoTAUo6ATjVHbM3xeksYFBE4E0CZiHkwW+HSjLgmgyiAvqvg5uLmTWQ82YrbYikgUqk39q5bpihthrxaP7Bo/SHDuirK37tPxrOu0UtOjX+la59X8J30AE9UkycvXeGY3bPf6G/P+BQr7GFNOrVtOYS/f7NuicK1ug8g4b92xmnxhZtb4qHNUK6sW/D7b5HHAKz+75xar1W1Cpbj1phrhyI3bd+BJiGBTQDiKGAN4uZppQxHLS4BwRRYpEiRwvgLoBAMKlmrWAdOXLwOhoBAJ3EJJH0DkGyfSs1QSU4i8NXU+1dZThpu6MrMAzTw9HEJ+LwCg4o7iUtAEaMUA1WLSzJTmjX+FmdF1sIG9WH2gHhamGZ6uoUkuw3JerwYVL0fDW+o3uC3jmGMiV0Fu7Ub488krhUSK1Zbik40v1GRghPs/yMuocUdkQc26Oi2bavi5ubC47ZA8YqKsmTG3L9f/fh58LnRo2WgYh+Q5JSUNKuHFe9CA+iaDirhihf3MyenJmr3Yrp5V1scf2zhzOkfDnmn5TfvDJp/+N1iYreQXqKWjgeESBiGir1EAhVXsXWhVKtfs36+WqtXd/J/ohxZRdGSC34GijaAO83Vu3C1JjAPcYvWKhQ4yXPORrFBgkVyoKQn6fGC0eTfZOiwwk0pvrLnFAgjMzyQuzyAwezwd7v26U+H25U1+HOtB2hmw0SP35y0GKRbsQOdZU+DCBHJIgDGqU00qNrPV3KI4Q1Hb6Th4oa4/RmjiEedcBNFxQg21EuG6liSw0wtI8ygCz/kVDDSq//o3hO6/YRQ4HYp8WzP0YoS9VWHl9/7Zf+J02dOHtm65Nsvlp2tXLcxQpZfFm6/fOHA8qVzFKVycClfsQujmM0pMlhA8JN8bsuc9Zca9nrntyXQpMRcTPAtVZWEv/t5y9kr+1ctIeFGlfLL8MLFr3Jj7LgoR48nFCpbtlhB37iriQ5W4dooNBcqX6WweyrHJbTjQ0lrmHqUJ5YgaFSN6PSYgcm79Ov/N6lT1ULkoMxS5hSSMKh6vxneyA3e0NtgB2fdPYI1axaDqvdn7vMGghIsGPhdaEl1eCGCnd1iLrXNqOrUinVBJINKbjC8YRsMTryRlJxC7zrHDUnsKxo0Lrx2A7Q9oYMoRLvwgbVSnDFWBCS0r0cxCTSLm0oxbrXxiG/54T3GJcfHHywyYsCQz/st+1wYgltJfjtQY/i8+XF9X+wb9hXh2szc+m2jAqZr56mAizj0kA+9pzKBVJlPv9JGuze0zbhxL4XgiZcF/81/tfqLzZ8maTz7M/utRmmWOBLGzaMu6TUHzViSPKTNqPZz8BERfAHvq20/46FcUouSaCf04qaZVARlBBCT88Qk214Rt5t4SQ2NLEjjYK8Cm0jEQUQbQaeE5G0ixKsv25cMqt43hjfutTcwYmnQ8rhVAXUQj3zvYzE2jezx9QCWgBaN6qSlWzC3J6fgRQ2OyRwXd82ieHvl8fPzwC44LwpgoilRHUc8cVLxMadaLh+duyb5xU6VvOGgjN6wXFk2Z0/oS88WBzkjlR3PE+KdUi/u2rQ5sWzbukV4ncptfZSanIwb37B54OFBb9ChqQnLrlhUMQ5djp047TD6cHMc3wZbOSQYD7lAQIQsuIKDF+8IH9vGoBAl1e6pCddumC0mk5d3Pj8PS2qyRXH3MCkpCUmpircf3jiWmopnaNzcvNzd0nB7aprVzd3dw01JSU6xupg8PfDGNjC6+/l6pKTQ9R/s73i6WxNuJCnu3r4eLhCAtIcnJNLNeA4IL+b2MFmTbySmWHFzqYeSmpicyp8YFLf4qTf34ROF0THRjRuFqQ2klgAU/6mXZGShjzBUXkEnnuwlJxqyJ2hwGR645x7A+StTxttgU3EfbGoqboNdvXE7mwJmDGjkKIrTX0QzjmZiIQIDL0cM8PmSDTw0s16qQKdGV8jcBjsBR6NEOXNZPbtej2E/ewadnl6/ZmjhwkUwTk6cONa+bXGbyxKivxzw0rA5/Cwk0A12xX9h/1F0G+9DBO39+YPQnuqjl90mTvpyRJh697hoQ8L+v/xC3u3w1YwFgypzo2JXTX2ixQ8//hfZq6r6mGRmjb2x69e81c3X0l/VK7QxJxx0yfvKtvgd9B6He5N2fF63nvn75HdUy+9NJXeudc2668EVK5oQCXh4mky4ZUNew6EIRS1gJkKSleiKcrqh21zpYo6YjAQvSIJqTUeEoXjkyesf4OPjpZhTEHng1pbUlJRUFy93D89UM8UiJJeWlmROwVYGBNNSU5LMqUDjWYEkc5qLpxdCp6RkC25fBRVfFzSb0yHr7pJuTrHg9a6QRi2A6RoTKccrTz3dPfCccTKEnFilGqe1STRPNlHXQBbV2OSRnGFziECDU/zZ4Qkj1UppAzA88NB5gF6wKBKWdhyRi0S/TBBLiD8GqMwMzA9eltMBTHGOpxNY3EMmAIqAhKBkJlmcvpwLACwo8h+JEod6cCtUpGixvF5aUeA188hQ3g129ylWvEg+H62oMRA3JVboqD8zfI7an6FVqFUzj8xn+++b/9PY8/TwFuZY3Ri+8r5/hzf29oy68E962o7E+DU7N/YuzK901DFlA0yZ3qRWja+PZIPzfrGk4AtTvY/Hb9y7YtSskcMX7afPoukSOWHh6ytOiMcdFOXGkk+nA5OsyBBNx2sPunjgm5riVUT2eLXk5RmmVHNKySlkHv/qlbzE3aI5pfHO9FhOtHat8d1++RIuVQt2QCz0PRwxymlZ5z+iAlJDE3EOoKgmrYi1mX88qSQ6TzQeXutFCWx0ColzHEdKKpUrJSHSk5ksqEJWSEpZUir0ZiZLVIQ5WWtWdeoO9gHHLSIT8gD9UVDCECMYQ620V6er54GDlgQ8R6rdbfzArTEMyO0ekMEInapaonVbrJQAtI1JAoDkXGPE0VSz8XMvvfBce/HXunHVYu46og001WjU/KW2LZsF55fKiRhQtnXblu2bVc0jOEW1HCtQmYuCYsvIiIDQPj07vdq6IvHYKDaIqwio/Hyfl7u0r0Q1wuxM7LdJZQ1JsyWQkT+79guz2fIs7EdFSDCb83tlv+ZljFRUgV9/csgm7N88TlFWrukXHOiBKc/LN6BqveAgk3Jo3lcDvl7xZf/arqGzccU9evOSyq41XFxrDPw5ipZyy4VP2nVGkTA/7ALm2KLJvden//d6FxfXD3cnKEnRe/uG1gS1av8ll2VlDGSQ1dNFvZELxo+ErFu7mUcSiOigLXb9T1VeWS4oV75o13nsohjwWM5va9tkjn1dN10b5y/q6x3ybCgYrt9UYxDSaEu/r9gZj1Jq9M4B60uFqPiUtZ+/z62r2n/BOZJLmt//zUmLVvVxrVGdX9TFnHFHgfl41TniiN7JTX72xTGRSh5+xZT5fNToJrWEqr6/bMZ9Dxc+aNJ59mEKki5tXuAa+tVJmsfT1ox584vNsXP6v/nNqq0ftCP+DuM3iwZyNZynbPxhIkiuof3699tSwEssUJYLM4e/yaa++fMuXhTM5w++pfXODARk5hN9Q8ejU5DMh/9q8gq+UAtgTbtX5q+cN1Uo/Gz7iSMfCDtlvY49riRlMC9l/uAu2JUaEFKvitApbbXQhq2Fzx0NycspcqvcQtFIuqPgoqhC/Mm4gjhE0EBHjZ145TKdq6iqhSKoInPZUrVRVADS6R8JEt2yb8Pi3xYtWryI0rL1O/mtEUTNRNCpthxGWs6tnDdPWCSyefOWbz6OKlIv75n7c0SshVp0I2pWwaBn9+ILyA/QTqPqXO8BGh8iOV8axcwBEv7AxTkB4sk55OIPKyYAr0o1KoWEVqoq/mrWfbbfyD51A4CnBDWcW63elZ6pFBJcoUHzunls2xXpwWGNagZXqFq9jBaaqCL2snYxAHEkW7AiICP9dkS1oCLpcrICVhRFW53a72CnajBh7ewHnpSLJhOPAMTB1sZMZfU2sm3IJaCnMixJAG7l/+zakLX9oIoYiCI49hWjsb4AAABAAElEQVTyE/9scQkZWjtQILQBg0LKjdjvXn/nSrOfLkZ2CDj/T4kGH35yaqs1/vdrPXvOO4FfyaYGIz5JSt9xdetb3/abtc+slG3d/b0Ql2rjvrwUP6KS74VRJV8N+GipNX3joPMTBsw7KasTgKOsnirqHb68cOdLsXMHLvlm4QHEDY7aClUot2fOrINmxRq9640lRyf8sgND5WjEL3/WLsvt0BTmSV9/auf+IzPf+wG3RTaviPsZbcmakuLaeOCM0U8PmfkfsDtm/djsqyGvtXHlHYDCdV6MTdxhvfqL/9RP/uBI4nzkiI7TW/73x9rXngK/S4gvlvwu+TtbZv4yunmQolx5v2Tf/2fvSgCiKv7/rByCgoJKnnnfBoh3miKKpZlHKpq3Vl4lFpmZmlaampRpaiWmaeWRaV5o5i1eeaKIKZYXqHgLAsICC/v/HjNv3y6LV/X7W+0o82a+8/1+vsd7b2Z23nVhUERG7r4vh3UQgj8be+39MgMPt5udmnv48u5n+zV/4ecEL//q52dEnoHpyI65n5hjv9sbbxKm+I+m7qhXw/vO1ajhbYf7vL0qMfbjVRNmnaLJhGZx4o6FLYZc2Ze4Lz1qXNsgHt9zNo7u/OqxugnpBzISF54eOGjUBpgkgdK+00u9lJCyL/X6po4VYIHH9HtsAs9Gs9Pvbl+SCpgmU/qaJdPGHCqfeHvVlBIrGlXt5TNx1eUjE6VeO3tc5DHP9cX3v4LJ3JRfVu756nn9xSucl0APIA9/nFRQZ8muGPK8sUlzEbn4GIRzBFcNcAOx5ovQMGZr14txSkKNdGGDuP8XrWQcaGMj0QI0mKpUQj9VI5alNzoHsUh3zWKrVSL3kAIF45YPu4yM0je/Gp0yjy6yQiuke8j+qdbkq6cv3ylSo0YptZN0VmVcm9qzp5VRgXNu73jNKeHnXgPG7uliLu1hFi6w3loMfriSgTrZv9Pmvy8aDmQVgXyPuoiIiCZPP+3vBz/+rI9JqOFhQEeCpcwUrOMRAQnHSNzSyY45J9UM4zoSNR646qJ4+OgyGGEsyzo7/eNVt1yLt+3RvUWloo2aV9uzFlfv+VSk3AyP6Am49c+9YrOy4pfLrKR04+pFsZRlylJnrdriNAL1kmIogB9KrzQdThDJk4/9adn4k5YiYPExr/3EAhC8VMwS0nud/UBnBhUgZMRkzSOrQL+v/chjHdu8Publ+TvsB2/RYVAv4KUPlqkJDKLyk2DYjo4jG6TMNJcxX3zYpSaQzqw6DITIz2ftFZnL4DMdNzPNlYvXq353w7erL1/EFQv4Gru5YJEnSxiKe3kX93A3nTs4G75Iun7ZuH0idm3upvr4oXY+koDZ4Fy8Xg1rWV0r6g37/JtBAYBa09eQ6SKyz8XZoDm9VHuCOLv1VJLH8b11h/TKiTgUlxEUOeTXubHTtPCSF3As/jiu14qdseYNiYdr0yu+edeiPa5Q9G7dr7ep1rpjk2osm3Bq1LXaCavhgg4EybVO/bJ7f96wMhGf7zDjzQYu4px5wravOgcUA8pd4WKOXfJCocmVl65Y8FIloGRfOR0u6h0YUK+gWdRo1SRQ7AQV2Qlx4aLKgaGNC5tF4Wbtv/Cdtmhf4hd9hkY3P3xjuMeaJf5v9o5Zu/9i+/Rdu4Pea1RC/HbOPOqXjcOa+ojM9EBRlFxQe0XkxKxfVC98fpOSsLhVvtNLjVfcgaetrq2akf3p/g7l4OJOSd+PZjUJmH9kai3PcCFWj2lfzsNZeBSHGYOZ1lIATXnNmDBXeXXb9HZwu0xwuxor2r07rGk5kZnFes/sy7PHK2EE0LxmPsIozXPyKlxRiKI+PoXhvlDChxzCCg+B8YQbThyYoMA9sDS7wDY4y9WoB7x5EpxR+C5YtFThwZZeAkufwsFn36GPgH9wgRILNP0neBT6u1vBXnwVPaiC4PMSJ/iHZxT6CbZAgROYlMc5jQAIeZNGRHxPmEYHzknZ8ZqHKXn73LDgEfOXbB5dt0sVVG0naUStoGfSiFohv1bj0udqDo+dnp4bpnaSJmKGJ6vAqDazDm8abn210nf49etDvWBegknj15f1ROKy4nS0/oNjde7cueXLl7du3Xro0KHFixfX9q7uSID9a3cX4zjKIyhI8ZgHOSY+9+kEggxHUCLreeSvFXzsDpMLIBmvbzuc2KJS9YIFCwIyEHkwoKJmgqtv45o/rzwJqAXr1K/silfvneBGd7AEnuMr23hwj8ZlPfHhhpyMKxuXLNt7GXrJwp2HvPJUzvn9V4q0ql8u8/zWD1YRODoFWsv3C+1cwzN11ayF0TAsVGg2LOTpUoWcRM6ds/LTQNgvgP0Fy9Uf2LVFBS/sKNNvxf/84w+HkyoPC+tSJH7HtB8OQ3dRPrDbyy2fPL1+4dLDSVBt0+/1ZoX+mD53b/BQ0B634WTB9sG1C4HstZNLF0SeyQJ7VYDAEA4QF9A6ms+paRxHQMuhZ+IyFLSphj62Dxt/iDYYzDHnAuRgA2jRdEHAyUptB2v24zEAOwA6TnqrNjOgC5UatDDHTtt/NSS4FIJpBxHsEl9vGMzZCRjcnu0xsGvxLFPPgT2LVSiUFL22eINJ0yO/7drYZ/6EU+SqWT72AyIUnBe7d2ztYzD17DyzeCmFgxpvH11nK2tRK1BvaXj1JUCYcJZADoJU5+4dg30KKDT3DuGNn5637uq+xPBfJp/5/flFC6pMF93ja8NBJbWjJnGzQNB7m7c+O6duYIdhq5NXdcZxmhogAw25OzJ9qge+I8bXa73H0Gnc9BLuX98k8bTTnYr29g6fPiEk8OaIr3Bkh1U8GIOLFiTDOCsKHfXiQ2en96gIo7spHa/RuDgRPPsPg1c2hKQo/oZEhAIFSxhgLbCEX6NA8eG382/Ehb0yc+Cl0m+sb1Bm8WtvrXEjFaV84OjDgY9EpC9UMaVezzXA/ABbsRGTORvnlc5Okh8fkc3OJlnMuIBsKIC2gctpmQZfWnCAw8bXA57jhSZXt6KCnARAqBK/fo/3gj0OM0WIAJoHIiSFebYZL4ahiDKKDnucYMATOqYcZ3Ce5ib0uj845HFGca8LOqfPnDt77sLZ8xcwV//PXYgHyhkgnr9A5fgz56CAVSD+71tR9YX48/EJ5+Pjz0F+IeFCwkX8H38x4dKly1fw8t5fkvBnl7NX8+dbw/ZmqrxVynT18OhOfvh+mAJB3++V/R8wJB5cPSiI6QXqDVvKS252mY2nfwwKevdYwonwfgEEMyjqHK6kxf3w9vBY2C5qF+TXRiFAXZ+sVh6pwXh2a0jIx6fxALJNZ3fMDyJD/Tp9cAzem4/JFL1qOhMLFPD/8bT1yqAtgKP+z4jAtm3b+vTps2LFCjjtH8pi6OGgs4D/XMANJK3Olwso12g2LNTx5KQgglf7ZhVBe+If8ShBApxDm5OzSE/4/WqW8K7uWwohRNPGVUXWpSN/pAnsPzEVLlexVMGM4/t/3XfqupN76Re6Bbmgbc5FPd0LlakN85KbiZfOXk4CYPQR3t2UW7Tfmz1rF3c/vT3ycKo5t5Df2/2fKVUo6+T+X6PP5VR5EpdksB8GI7zqj3wluIKXOH14T9SxCwWLV+g2bGh9l1t3TE7eNeuUx3vmnOvXrVJQuNbwqw625TrXDqjkkXP76p1cJ9IeEBJcO+fahfhbGYVK1n6hRWngYZvzy7VwQQFjIXMME1Yo6XmIzuSHiz+B4CINmQQFKGFOBYsuZTCOGqRG2U+2XL569eJl+M7jles3b7Is5IXrPP2OEM+1/fTglXTgSk9N2rN+99kMZSRtKzdpIcTmw9ec69StVLuyt5uT+WrcMfjKWZd2tcw3EqEzy4Lx0FygVDXDzqRUKDpXqg6Yqw/fLF+7Uu3aZTwKwus6LcmerKVVX8I9C/uM0NYgWkUNrXb7500Rs2eLxvVLFmvaI2j6iK+CP29fTi/M5ZtpGWa3NzbOrrN2cui3f1i3w/wMFvKK9prb2hxrHjukqZOZJkPm3NQLxyOFCOnV9EmXO0fBhkx0D40xYwFSbqbR4NtusXHN0Bnvlui78obZXLB0xQ4i+uvVcRkZSRtnTod7TWDUL1jpqVdF9Oc/nQKR2ye2wr04XZuVMxeu8EqvC6NGrOjduUaJ6v7td3z77hL/3s1LAg/5K1VAmXYaqqPkUqN5yyMjlh+9kX477sDoIb8Wg2mSU5mQwU4jPtuSBBxJv88e8mvfkPpFK9WA4Hf/fPPlDFNG0s3LSSawWojowydvp8Tv7/P0Z4YSrsCem5kDXnPC5UyVWK/1HveCPQ7JjnkFC8PFraTbqYAn/+ORmXv12vULFy/BYA1jNwziNjMK9YMc8KwTqPCvU9Oa9njVVJRwCycPPTaMOSS8u4aSh5sL/2j406bDs0CQ0n5Z9h1smjeoTLVj/cs0WuYbGrln9m9zg/s3L1ciMatdKecbO2eUazUS3rfy9frpT2bGH7pMV2TS7DObTHejosLrVQwXgaERs16YM2Jy8ActU7/rXaRKE1/xZazvU916BxX0rGB3P6Xgjwe4HAjzDHj2Ci0yma5GRR1I54mH/PmG9Bs7P67WeuyLY7/ZHewU3qp/vcCit2PCvG7ubdBtVOux32x/vlz8vgMeMNV2pH9FBDIzM7/66qsNGza88cYbAQGw6H3/BKcJnESSD35WQQ9j+fWvfuwgXS6bWLHIX+o0TXCt8nrYsEJe8MtRpJ7b/f2hJOiEAJZ+suMiK0HDYnf8obNlOtSq2Ly6+Ye4Go3Ku6YeO3rBKbgRNNP7q2/sXfruXjbnYNlJb1QoVKSY2ZwIa6JIy4mJjFh8KBmN9GwI9SxRvMvg1rW9xG8bv1607wZYXje4qacQv62at+joXWHYERXUNyzoSTAeusSGrZpA0+mNC+b/mgzmHE3u+2bLcm3bll135pZfwBP+lcznL1arBr9wYXGlVKVS5v1Z9WrDFxQPHDiZm+vOJ1b87uVfbDlndqn74fh23mVL5+ZekisT9Bol6H5RWJegFfooySPfmEQ8HEyKj46dIg/tGCveEQ8Yf8LktREKtNxZtvEHcn4rK7ivqlQs7+PjA09PZBnvwm8ZNsxQsNy02z8WGvhSk3LLJcW3X1ybFq5uBQyZ8OwmsZVpEr97fIXmnUYRxxdHogY90zZQvF7J+Uf/3j17+R5tEbQ0JaZP4x4jslu/XvD95kfTZ3xwYd6IioMLj0aBNrO+2zy8NoNDXs2eLKxncNLpLQBHWib+6CqdF61QtYBQOA7fal6sQIFCgW2E2DaofVXNKYYyGDwMJTwQoEyTyMhBFTv06txib+fKgIoJyLB+kAs/3bq/vr5sSOPgkgUKZGBbAZcitVpMDfqkQ7mnDb7PvdG7+ttNx7RO+dythMGIWBgQJ3w65m4B13KzUn4URbqXMbjc/L7ztJWv1+7W9yu4kjWkC3TMxFt6xqnPX6jVz+ll1Dh+5bKXquJi4dNdeoulV9s29CrgWqh7b6eNHiF1iwBuAYsK1iK1oSwk/15DPlj+Uv1Sa4WoN6hTgQv48lGXFz9dMaFTt+LOHwFD6zFTV/YqD/ZBuC5WHPzkzAlAhJ31WkDlsDE1Ozd8brBoPmtWyIbV9GFCNydwnzW4Ggwl3Kmo6c2zx18LsGeea+m+4a0C27wwodO4O6tf1HZixfJla1evUrhwYXd3dxcXFyd4mzsft+iHsBry8JoM/fChpn9Vpvf5IR2jHiJqdtiwI3EREVFC9J+1q/9THkCN2zB7GXzBZ/us4BLihfqH9y4OWLg+9vlB1Vd8CPMS39Vnf+pcGUf750hfPsz1eF+0HvvjmskhcMeUYcvkwRfvZBoMZRuFjOzQb0BK0KuDBtGsyNpqOJ/gsu6IpwuMYHrgwdSd8Hy8wYBnDRxDAMvIWDQkr/hwrPCd/s3kgdDlVt90tuRzI49cG9H4yklgrun7dFCzmqIZnLeO9K+KALyqZOTIkUFBQXB9p0QJeecfHQ+2GbsNI5byny8z8Ngo5xLYpLvSwKyaAMlyDX4YmPEoFNeXfrPLqF1cIA4YoulqgnByzti/4/cOterVqlenuHsdGPt37jlufi4YlGECaUPBuq1aNa9dxcfTndCEEadONHnKOr/xYDLyAKNZwHShSLVGjWEisu6LhQeTUbMwwNuQ4GGIc3/cJTaRmUqXEWjW4IwDRta5U7f5o/WX9p9Mb1nOtXDBozvP9g5oVL1GaU9PmIukxcSm+/s+WbOwObtORZFzYe8ZY66gEzHrzLLNZ3EMh/c2wSyJrIUpD+lF67nAczE+CbEV4sA8GBD91R11RUeK8ebR4q8glA1gDOxCGU7aUPwhPGQMdRBWtuHqg7JfgVm2XpXfX31wZHKy0eTk7FbQi+4bEINmH7FwiPLNOpmz2qUZc+D9Vm4YnsY7s/alGYUHMJteizC5Qq/lEdTbnP5imiiIn0EtX+/r3AMz0rKEs6sH7hdLcilvR1Zr9rPodX8tRr6Pxz0vmnOZWbmHWcqtRrBZlTUcKPgN+jhnkCRUaD/EnDtE3+pRp2tuDBG8yrdvX55KmsbC7277dXhalocHzCRyJn2VA27W3XZQE7fIelQGM2YxTJeB5vQeySZnDCDMUCh51Gi2M/dAWlqWihtSq3YZgZc2Mbn2+f5AHy4K92GaCrfqO3PnSbK28aj8/rZfRyanO3t40i6gBo/y7287ODotwyRcPTxknCFcS3MPzNMp7TR5ccaYDEH7LnQ4CWruQ6CGz9nMWnR68+xxYc88pxZvh2cMzYC9bGcs0yy3LtBsV5Ec8xIVibzbYoUKGWBeIsQ7U0Ob84QuC2/bEm18qKN3D4DFveTkTGE8swn4fAe0pHmJBmSfWTYHTh0D8xJI/KuMJ4wm6k3h1rF8k1OfGQeiow8cOLBnz4xq99jnxsvHwKTYkd5kacnnJgJibEKqp29b+EnxRc9aBr9e8zfH3UNRvhY4Gh77CMCvX1hHvLeZcFwAAwxecEDjfxqgMLf5rzURnDaI8eAnB8Ss8zNmzFl+CqYITwwY3Byb6D8yK3yUdnIzxh++kCMKVWkxoE0VkX466orZBS7nsAFwT8nwsD5B9XzEjYN7Dt9A86VtKEtIAMaJKZCXqVlLs5+JZmfpQiavtoCgnEMQopTEVUdI5rO/XxLCp3K9VgHlRfq5n7fE5QinWi2eqVfeKf33k5eRg/gIBBWRw2AxRkmZgltiRCI3aQWmMwPz63No5SaW0mT1u0BrIkOUOdISPRiXCdFO/K1sA1Zr+6WT+Wzg46ElSnjKeYldHphkePC8hJqxivf0CGd3y+TDrZClLJyAX1fVgdqV1bXbK+aPZo/7T9NQHYFAgdx8EES3QvYCiFCWycSD4OTL4+ThpZuXKDY3iLOalyiarVLgeWgbbPa4grbZIrL17NOGwabKg6wk/otXTWzcfuhqYO/wzwYN8i9Qe0B4v0/abxnVQkOYvCyygaeB7gvK8qhYVZiwExOxdzQGfcGWWbW5qMKDb+HGkBdbtGoU4PcgInAblPANXfXpC670rgJzprlSZXfh7D0rIyH464j3Rkwe9Nyy5eFRer8eBNbB8zhHoHTp0m+++WajRo3kQHU/W4FNsnBBVmHWAnScu8AgjAX6KcesUkD+Cmdpp+Jw+eP75fU/GFK1fIthLU59ufOGtawUNZuv7T+ZXNHXq5SruPrrIThhpEIY6Iv71SvpJJIOjvt8E/xk9HmmKV4TJfukMF18QsvglgUhUn7fd9ytwTPVW0162fm9BbuA6ox8rsW8zOZbyFWjPC4aURwgh6lIIe+iueab6FiRqpXhnq10E1xpvxCbkFGuvN8zsM5+6OSNm3cuZrWo+DSc6Tn7D52A8ZvdI18QCYCYgmWDoYhnYbg9MAUWAGBOUrCwp6s5NTWdfuy5FvV0NWKDFIWJIIpQTKFAkZVttEFDmZWqaP+DxZ+QaIUG17cw8c4ium7fYYsyHtd1yH4k4lqQIzki8FhEwGpqQifSY2HW42dEFkwFavWfPH3hlyPfCfwy8PZrjbwFzZKrBrR9toY+jC7PBYrIqKiYmyJQLqKTN/aZ7+VolrytOV+eO0aaEeXbrhrcyjYLFMui3Js8i0/WWyW3JzuGftQxtN8gQ435Gw4nj2pBF9mtWByVf1wEXF1d+/bt26NHD7iC++DGw7jEAzCOnfBVCrmUggW8BgEJR0l5r4kcLnko4+vAhlxe9KArL9fmfH9g+iuNqz7bK/D4zJ23QA5vNKEhmTMcB/fvOf2SL1yKyTiw4xwMpgwGs45cI6w8w6yhSpdmjdyfaloHbvzPKVK7XKEdCbl4puGsgAdReYGioHPSyi/neIx+o27lFh+9bJ44f1fs71c7Vq/0zIDXnHee8KjT6KlS/NMW3Mrdve145+rNmvQZkhq57Ypz5Q6da8L1nb0bj4AB0bFX25WvBMpOHP4dJhgnL2VUhBl8TuLBU5lgLYSBHYQyLYlgSMAaHNCLNXrn7ecKZZ7/5IPvL5u9h44KrVko6+dPPt58W/g8031c+0rpv28YSy/GQAG2HWVl4AiF4kxTikeNv5pXKHzcXdrbESzx5/1IOVmDhrAI+oUgYAAnbHIkRwT+ngioo4ymznlUyAs6sF6ib7Kp6pv+g2V4GgoSzT683vphi68Qrzd+Hd6a59f1tQ5C9KgZ/N2O2ISEcwc3L/9ux1khvF4cO0GIqJatBm04evr00Z2fvPXJb/ky24ZTNx3xqNc+WEQN/3bz0YtXYV70Z5LXi+9PESK8TMf3950GS3+L/PbrnQkZaad/HDZu4aHTCRd/O4PLKqKgfob1Z/Q5ZP8fI9CiRYvvvvsOHtJ5qHkJGAwXP3DIxwV+LOAUQRWIDBnNCTDXCqqFtjifyOEms/mPXxZH34L7VDsNeB5ubIV2zqGAbMwVv/3LFetXLl26PQXl4Q5YuKSJpZTDO07eEk7Fm7d/roFP+onTUH6i07CQMrnwagBQAS9YAzY2GLHSk+GBhdSF0+adSMopVCVwdEjN67t/+JkQmrQOfKpU5rHjicCWlk7PNcRv+2xNTHrBJ9p069mvc2PvnNT9KxasT0S114/9hj8H0s8fjsfqEbqMk3I65oyyX2nHVnzAFm0hzEx6cUpOZiY14PtdBD2wgVxYgaeiAYNgYEUDqBb7+ZoTkP58/Em5JdPCrhUsbfZLYKic38CwAXc8ouWO5IjA3xMB/X2vcLzZKMn3834ZGRkN69e14X6sqvqTC/pQuKDOuf4JHbgTsGnTpnndfhhH0r7u6DlYzE5dN5xuB4E3C42q1vVTl7A1WZ91ykjYN7pfs9lREm/AopiF/fEKS+yqKX5dxyktoScyZtVxg1cU22FO++0bz6fWHE1dR+9wM659q0jn6BmpO18HXRkJW3pUeBZuYRFiepL5Lav1DOOxju4BxZU6pUjo0fRlYIjb8Fn3F0bGKtblcakdxc/uNXtIgu+rO9bPaokfwXSkf2oE5syZ07hx44YN8aEVfXqQMyU+Pv7HdVtxeR8TjE9Q4FGKC0SHEZWWPvTgWNax5CfKF4v5Nw+My1xFWStVuosLZrNbiZIlXLMuJSaB0nLly2Ym3biBd7PqBHRFaZi1/W7FS5bxcE29evFGZl77PcqVgc+zZd1MTDL+PfZbYsVBs7btXr7rfdQH9++PP8yeujzfsmTJknCLUlxcXEpKShql9PR0eOwLPtIKfSzucOkLOuFIjgg8SARgIgKruW5ubh4eHkWKFClatCi8e8nf379QoULw9iP4HQVTYf1xZZmaaJ0FDO344FiGsUF9eK3k45sepMP9K6Ym949AWjK8JwQ+gexhdQORMQ3uZYdPMQNZD2GfWc9hVYaPkBvzQFtxPETFZEyG2+Wt4ExpQDEJNy94KaAj/Tsj8CBnCkxNfli7hbsG4IcC5Dbh0I/gVk1WDbqKbijNbxahY8EBj1UjuL7BSpmlYo1pkXXYT7NFqxhax0pG1ybMEH+YeYS80AqmJvBKAhgF7t69C5MS+JlqNBrx4/H0848PEs4tO8NRckTgnhGAqQm84gKmJvCoMMxOPD09YXYCTw4DBaYm0AQMegDdeMRditYIVUd6sAjAXet2GOETWFZzEslin9mOPJPcvOyi5Mt/zwbnvGjOcJTcU8bR+F+JAIzokNhbrWDjvGy2WrugCvApURJRjArQ0g6M8MMb1kfo9hVZoN6GlXKOvRHMkBQWVqlss6CA8HlkUZdOL8tp0lrBChNltBZLBcdwlbTSv9h+GXyDAYYKmKbAsAEUGDPgRy2vRuNOoSUTx9REHReO7QNFABZF4CjihROYncChBVU4zHixJO/hZJma2JzMNtUHUu5gckTAEYF/bAS0U56HH65Cl8FVcIvnAXKwpmsvPC3I12OeN/CQzhMBOY1AOcbhApGtYOB+DFANOVC5YOm8LHMEEtGqCsBhv4wERAbjSzUuUKAhqFgjOheIjGwQOhgqYC4CBRhFgAJVHk5gagJESLwjLLuD4B2ZIwL3jgAfV9rsBKYmcFzxYgk05ZWVUxM4zviYgxyYHIdd3kg5KI4I/LsjcCMp6d/toMO7B4kAdP68tA45JFhsh0kJJJDl0QEKwAPpQdAcPI4IcATggOEjCmYnnLTrOHQ02R5OODXBu0x4Ci3n0arqCKojAo4I/GcisHw+vq/SZsixqf5ngvEfdRQu4uzdu5dHEQgBDCF83yv/cOWg8EDiODD+o4fIo7rNhw2vncAcBQ4tWDKBBBS7xxJOTbQb5qGgVR/VAIecIwKOCDgi4IjAPzIC2vgBBRgzIIEbnHOBGTj/R3roMPr/NQJ0TOFchFdQtCpQbOxyBhLMiHlSAm3MoVVtuB1VRwQcEXBE4OEiYEq7edPoUaqEvZvCHw7p7+A2Jt9MEx4l/sKbzf8OK/+HmDAEQIIxgwcPLkOVC9im0v/QKIeqf0kE4EACT+AI4iNKHUq28xLggW8y01Uc4sY5iq76LwmGww1HBBwR+N9EwHgx8vvv1u+KMxQuUbVOo459Q6p7OafGfudTb+7B1OPw+UnrZIrbERmTXbXrs76Wu/GtOR6klnBww85LRbt0eYbhMxIOrdlxpnb7EP8ShGq6uWnJluLPvdiglN2pUdqCFj7D4b1Bx63fG5S/4rgdqw9eK9Sm23Ol/4zR+eM/Di08YMDgAQkmKPoCmHeP4eRxMN5hw+MZAThsNMO4rM+1Jq0gV020ul5eIzoKjgg4IuCIwH0iYDw/2r1yOHzaacibxRKPjoqYmd247ZhG3gb82mgxey/MT1vdqstYMSXJ7Gvv4fv7aNOabxz4vP+ILRVumPm7EMeWj+31ztbXlzWc81JV4MlO3NN2QK8vT6Q2KKVJWBVcK8I3eB74PcjGY++06gJvQZxQ8vKHQWWsgP5dFRgIIOknJVxmOuf/Lo8d3vwvIgBHzgOqsayawHoJiGmrJlrhAYEcbI4IOCLwX45A6qmNMC+Zsv3yGBqz56bdTHP2tgTEzhqD16jUpEEmtz8zLwH8Gq1eEmLLvtjEQNSbHL1hKxD3HfzN9FJV0Bm/b50Qr7auYbtiYzGMSnass+Ggavy21fR2ZjFxxoZRQYPuA2oP4Z9L009KHFOTf+5+/KdYbud54n+K6Q47HRFwROBxi8Dla/DdHEzOVvdvlMlO/G1a37o4pLV8NepcKrEYf575xuBPNtEHooxrx3Xp+tG60weXd6Rxr8u4JVdMwnhuTUdDyy924BdwOO2ePSBg6BL9N6U8qjTuKcSKrSeRIe3C3ijcHt0afYXqO5YudB7SvjJNPc7umN+SwH07vn8MXuCspSLmI5u/8KOmrm8tBL35pOSfPpkoAl8J7fCUiJy9+6rGx8avPLj5C8IwWECMv49u6Tv+200rP+pKTX5TVmnfishHiYPsiIAjAvKjdSoQ/9aVksRES9emfHVsHRH4r0QAzmt9gndUwBOhnMP7yKEA+Z+PhWe1hvC1yy96+p0++M28CX0reelXIpY1qrJMBIZGzHphzojJrd9vmfZ9Hzdhurj1u9WiEek2XYxdvSpy9arxou/Yz8Mzot6Z0sc3uM2HzWuXhE9cztjQn5cojMc+GfGtz6yhVssVbhWC+zgtm7L7yuRg7/joZaJD+CTvd8avPnfzwyc9zkRGirBNAWDK9R1Tq7Ya++LYb3YHO4W36h/Qoqjl/pLI0GcixVvhn3c7u+79GS9HimLpn3XSW8/ByT63c2SUGLV+4vgya2ZHvr5gRUy70PrUpIwXCFLUCiT9YtSJZVFthej56bzZR2aHjuvqV2DP9Xeb+fz5gDsQHBH4N0fgzLl47f/Z8wlQPv3Hudjf4g4ePqrvzh7DMnev0KvCxx3g01PwrQf4ENWdO3du3759/fp1mI7AB3T27NkDbPc3HpisU/4i1nxQy5+VWhT/fdi4WTE/3FaDVmIaAQqKpm31jVZljUMVqFVVtK2VjK6iMVgKslUjcF2rckEH8bcUbdTZrf6FijX8R8GUwixqVXkUNCUDQDz/sDlTbt2SZwp8QGf37t04SYGkOUAFK1O4ScHm3WZc2feq6izfWxnD7KknFgCt9dgfU1EgYx7MXwLnJGE5lctEpzJ8x3L7BWzJPgFcbWYdhuK+8GAhfLdcwQ/8Xt4E3/QWXEY2lU4uGgA8O5PMfyzqBuDxccuB7bPolAxU7bvlBvAlzQmEInwmE9M1Cw7r7bkjPp1aUr/vAx/y6HCUbCKKJYuaBJZ0OJoBlLOhoECEnqWvDktHhD2QjKPgiPOQBWgCpKR9YIXoMM8ePHP8P+ewy6DPhJ4T+k/oRaEvhR4V+lXt8348lwW2/2dDHer/7REoAO9bg/94otHL/vRVJj6GuTExGr6j/uCvroSdeE8vsBl4uCfVzjq7IsCq51QnqF1e5LRO9tkkVbGSGaoCW80sfXdgIeo4rYqIqgiSG6pIlPqsNpIzH1hFJgD7wbSNoYqMMkG3ZcMIU1GtbPlLK9IuUATh0xulfNKi+leoBTXsHR9RDwWpYmGzpZ34UEAPwGyrg5Uo6/UAzEkUKkLJ/gGALG4lm8zLTfl1ySQof9TNf8DX0cBLqIFTx4TQUodcnsm7JoHygXMGB1XAgikbsiJYEg26vg5f8l6y6Q+4WrN6ykQY15uUspWu1KQ18ET/dvror2vqtW9cvkodmBDsO/5bzL6NsFxRt4QQxsvH4EJP7EhvuqxS8rmJgBybwNeVQG9QE/nNbY/6wX1JbZ7M+Nvc8VtFYMuiaVeu3HRpPARsmL02WtcJ5Q/SuX4DMAGTV62QQLjrNusvWKRiQEfuiMC/NAIFsOvQjVY2VRuvjXGL+GIq5f6Tlkb/v5xjFzZP7N279QnVsdgYaVNV/S1vbRqpysMIdbw8XuY/WiErBcwyYyBcoOdJ2IPTeIigwE+yebgkgbQDD7FSf84NTJfTE0TDRFZaMguZW6QuYARTUTNKsSRKo/02SeO0gpZobJKUJ+E88jTfIRDUpBIrVTW2XXolY8im2TXJxsJHrWLQMZETurkJWGMxjBqZLx89hGHJ8uGi84i4UCswyUBZBLlkV1yzFHjYNGbGwLNtXMeqvcRUjUcr2ONFGjHIA4owLRbbk0UW/tMDapyygLCFG/YYk352C9z/8d2czbBawPz2ntDRI9kppxDNpfIz0wPFooXbL17dPzxKTAnrZHU1h3jcqjR6FdR9P/f7CFNI0yrCuWzLQLFy4fzPZ68MDm/J04K7wOkbumrTpvWUIn+KfLayu9JqmSvgnAie61EN2jZx14/LoBI1srJPmTI+5ftEYM83avYWo8Yh8gW5Y7TBy7QIOUqOCDgiYC8CuGrCdC7YVG1E4MqJEEEbz1y/ff3CriXdJvSuvyD2wSYINkB/rlpzwJqMlIzmng+EAp0m9vSqE7Uvo7mNzcxqnxGe6lcBw4HH0iPnYadWDU3V8rARgbt9nD5wO+iAvYI7Bpe0ZJGUoSc0WCnVPOgq75Q9sAVhrrHrDGw/J+OAmfSTkBq4LegoSUcKZfZwyExpr9SNFmiGIrAcrMkp9Av5tH1jD/Qvosm4gjoCJKvYMBUlctuqQhSrjGYMipLXMouvAM2qFDNsSVjzVTPIFsYsJKNURjgMY6Veh8xFqzjbaMurJI847HwIjvXesux9yc7GYJT02qw8Y1Uu5Z8JgoWL2OSUv+C3S4mOI16HG07aP9sGnrXp2vwJW2+g7lz+2SHOxyJmRorAwBrwWJDX0+27iKgFy2LFS8FPIb9b2WaBYI97k2efbU/phS4v1LH3ErjzMUuE8Chkuy6TjAs2vhNO3Ei6QSkpKeHTDiJn8ZcHbtoxxwakqJuamBkvbIoSzjWf5FesGDGpAJmwomFhRWvSqI6CIwL/mQjgqgk7ywWbqt04PFHWx9unQvPu7YOEyMxWp5Y1a8IvE1v1nRWvNZriwzt3XorzGFPsyvBWtOrSd9LKGyxljBvbqu/K6Nh14X2xxT8slk7SG7Hrwjr7Ey/QVuIkyBgb1sq/c+fOg2ZutpoTma6snvqKh4dH0aJFwyJ20Q38aT9/+OaOs1ctPT32rzRoWJsqx35QQ3RkIi57owey4NwER2DmUr21DSaN4wTIrLLZHiYicNdPWIBdAP6hOew5qWLbpIHEx+aysZjjNEavi52VuVSvNuQj7nipV8/FmriBZkHMjKKkBTPWp9Bwi9aQxRgXhFB/SMaydZKeyRZSL+Gt+f6KmhZHUioRtQMBXGGPpMfSW6xp8wgsyHkBztmggqGztY1ohILxkbgYKzXPAwiCQZ68IaS4UaQIg5hABaJq2rmEIIhKewetIAE+zhUvqsIyNhGI3lo2HZskB9kjMyIyGEkTF7eh0fCfVKJaySV1pZ74vku/T7YcPHHt2tVDP346OFI4DW5SQQ3Kmv4sXgyhun71QF/WmLlQtVXvQJhXxIrg8Jer204amMUtoOUQLPk+V5EWSao2fYYaejapxb9gvF58f4oQ4WU6vr/vdELCud8iv/16Z0IGC8O8p9+4JacTrhz4YULnGdn1Jg2tY/16NrgBFhZsXh/bs04JrxKUvLye7BsGgFGLNhy/Nwis8awc7P/ZhoNXr/6+cOyoSCEiQtshfNqx7vBt+LazklE+bU4XrByinsu6ScI7No4I/KciIN8aq/fZ3lCibxd3M0zCdGPpqPo7xLSe9XSvLtBxla/3zI7Fb3y3S849buyKGL1W+FbzPLtulF/I6LYbj184tTF1QkiPiGgUyk4/uWNxSH2/Tvt8d+1aKI7HpOMKaOqqPp1mlgw7c/nymVP7xwc9ib2cc6mX3pvzcjvPxSsvaNMemLCsGlSx9ySx+sDJY9vmHx7T+YXp+4E36dSq8f27YdcKFe5hqaeHWv6JeLGZu2BbRssoy+0MbpedRmoeDu0MzjpgVkm9vhpGaZphK4W65dhF7uggsAXZUadkAhIPKASP6JZEbTAswdjDSNIN4tBgLfzYLP/ITA4njUwaE4qRdSyPjksvOAaWRqpzRkSCyHfPSAWoTNOlFXREzWyrgrQCXxcFRfjDjTIFIkN7EXxiIQ2Xw0JzAFLBulVAUU6T0dRpgWcUoBMf1NBwnM0gRTZikybJBbKLgobw1IoRpIqSI2mCg0yLB7JrFZwowB+pIoVkho0uVs+2oC78I2YEQijmZwYqowQlZMPENeBXupycxdol77Z92r9s2XJNe49vPeSr32d0dpEO8X0jIOZcrp5ltlKoqJMo4kpwQl+G78rBiG5ZbPAKeBXvThWv92jAzHnzCo2CgRjcvVlpavOpUS8Q7z99sYqaZJQJGnNq/XTfyInNalaoUOWpjgMGX8/Ar+lS6uAW26dmhTJNek4KCPtm03stFF1uT21bAjevDmhbU09/4umuoQKuNO2muQW0+Jr25guy6IXGpUvXeHnG1sk/nXy5DjgHxqGPoognz7W8IBSijAyNdRMyO5IjAv+xCBjgkRwbl+Em/aysrIyMjIb169o0pcZGFPEbqoiDj6RE1Mv3qorplzCXdjFzb28f4i1uhPs/8csrR7aPqBThX2yo35LrX3eAHuPQrGdaL3nldswIb2N0Z/f6a/vMvf39EG9T3JD6M4bsAeTUWf5F3ig+ZtuXw1vULKP/sWSKm+VSS9zJDfXg/vH27npPBPXfd22oX2Ew/vLmD2qHXNx2fsqxIdVHnn0169SX0mBajqAhSjeEUhvAQFeLnTJ1zDDGylcfwkCmvFVbUmmHFcdaxaO2khc32GxXN3byBJebS0M5D6IIBVKqjQAZHrnlyKHUsLVSROoCY3DYoDEV5wzSOjTD1k4QBCEazxQiDmz0DwlqioFFlaCM5mFCPMZkRxSV1n6QgbGBjBHAqYE0gNnRd4o3kPOGm2MAuUK16MLgaFTEVLio005S3OrXPoKSUeC/RTUBkXOyGcoMhi0kwX7oHJHKUIB3Je5udBUbKLASQgFBaOweCwSAOw13MdqEASFYrBKc5jQQkAYJeImH0bFIshwQZKAGhkFr8FnhnJzs7KzsbCjJh4fhoYymzZoBEDErIbXHgcjy7Bcp5aMrF1jQSpQwGHIy4XkOwMx28y7t5YaKWTmBPnpm/G2Q+1PzO8xOXTecRvVHRxImY3KaUTi7eXi4yS7FZDQ5Q9mUlpxmEs5eXo+gIe3rjp6DxbyMdYNMyfC+FB2I8VhH94CCi06u6F8t+WYyvOvFQ02V/oQPf6Mo7OV9+/aVL1+evwoLufYZNn5jPexnLf2Ndjig//MRsHrlGhxzDxCQoG2Xr2+bGCTEH8mWa6N55ZxbDl8idgxde1aY4laNPu73Xs96wngpGpY/F/d+wr1IEfcirUcfF35FtDnH52G9cAXGuWZEDM94PAeu2/WmmNq6VlkXg/+kldGatgzru8qMSRdjhahWTs6SvMs/KcRV4Mm6KF4dzW86wrMpr4kaBdu0E87CKrt86pQ1XmTVM+PIRf257Ptl567nV2XFqer2thYzkVsmUKB0sgzQqQDcFnMtcNyo6lKURgmQy2MgcXOmwYIM/SMhDg3CkT3SLAWPkspQbudgkqhiesQtYcv4IgRZqQr6ilbOX5HcwcCAUUM+okgBBYCRpbIMhaJLtnttCBaBCVwXZrkD9NMy+ziIoCWrPcuDv/VBTLsS1cioK1MlAqnDCRQA2VUn+fRhQDByAC3RCSGIrCotVJWewUwLwODPxc3bx8endOky3m6oVMnokB6leOTr9+fDu+GHd3mEWYOtPmc3L0javASacV6CGw9qsOV/sDpepbqQCh2ULQgt7Z67DgsrznAp6DGflzyYrw4uRwT+FxGQEwPoYngcZp2WjsieDV7FfOqN+XLwhFqtBy1KWTMgv3UTtyod5gaJgXMiMtOHijc3tsCXDJWqIkSnhafWDLBaGoUGugCtu0RDej0rNJ+x3TwxMTZycXjvkPpFj6SMsLdKAz+BgD3hmlEUw8XhjJsA5gFLo1mwLuwsO3gccfJN1IYZhgEDQV0q1UGGRA3G2E0rfli99eJds0eJasFder7QtLITssr+l7cWLTgi0KihRm1UDuC0wcwqARknH5hYO8DBS6KiN2+LS3VxARxDAbdideo3qF7KA9nIXuSAhFJqd9EQhTYQHrUaD61efDjL7+WXGuPTCASL7LaDFfzMV60oRglRwQnpIG1YPq848qNyXs+xiDAd7SWTcQPrCegrRwfF4A99UDkVtYyZ9Y3ScvBArwapjKKJ5l+Q6jQELZwYOoTB3Yo2Q4V4JRVbkUWFO48GCcxOIS/JS4vJPs3tPLJMIOWogFVa4oS6KVYWQWQhi9EobJd7FaTxPyZJYy6LJJDpPzXjjAIubLDtyIOa6BRgMYRhsySPZgpRbXWh8F+cki8baw4d+/mAFo/tN2uc/Xq/N9Lob2dBxLlocFhYyWDo9hzJEQFHBB4iAnLVBPph6oCkpE3VFg8WLZxrfrRrmlg7cOov8batlrpn9w+niZlDh84TS4a3pEmQT+DnQWsHvrYyNtFkMt44uzsi4he8m9V6FUQCGOMiZi2NS0xyKePbpUcIEfVzl6sX4K1AN1Daucwzn/mK0A+/OZ9sNN6M+aT9B6JbSHXdLyzoQ+m/3kWpBDbY1WLfDgmHVuqZUQBEJD074eNOhfzb9p8aZ6pRvfzlbe93a1G98WuLbhIrMlpYGYcFpTgqgH8yYc1OIhRkpASSwHNx76e9+3Tv3gNS95BOwbXLeb2z/DQOJzTwWEBIP8qRtNKF7QaRuavHa2/2PWCSsDRg2ctgfKJX3KAnqN2QefH346cu3OHFeiSR3SwqBz49DkmB0cSm3CClusziHbNhEwrK3UNh5LolByVW6tB/TGora0SxSN2vRCFTTAwGNQJRxtMuYBacUKikhO6zRXZgYfcsxoIKOlw4zHYxJIP0i71FRr0BqpEDDhYjA2qR7OgIK8WGPIm1I4gWRRJkDGwlZZocUgiQG7TIEMJ9dGkgj17w6jjqo68mj6hkZ+R/dNC/VNKt+aBJn4a2tmOgW6URn33WI8DeU0V/qQUOMEcE/mURsFzQkR2c8s+mymQXl4LqTUjCp/mIFXC5pd2UOO1Ci5LVtt7Ne0z0E6LPwg7qbrTGI35aMUaE+JV1cXF/omqLjdcF3vnlXqgaymjXdgjAWcQv6F2rbDF3g8G9Yie/wXM7+Wm33IIZU/3LlXvypWU4NxHeQzbuH37hbd9yJUpWafHV8x8cDO8AHHx/HXWdss/mDpvQrTLs4rHbBSLdFIIDMibs34Vp04cvjosUwxbuy9qxZNx7k9YcTVv/ceeYea/2+fIYsyE6sSpQGioIExHhD3E4oR5VllsSRgDgUgMjjg0ubkXh5ruDt+HOn6zrJ9YGwgsu5/1yh672S/tQMSY5sDCwRRfo9X7txpUbt4fRPE0xAr+UI2FZxcmJgoXf0adf8W04cOMFJKljJF95xANfZDuU2EkeTGUAJA+6DHHGJrqtB2OuzEcMe0laqTbMompya08ufxoIocVSIdSU42gLirFJSofGKXedksujADERgQUJhxCxTszYShXkzCOuCRCP4oUKm4f81KKshQpjIFVHRHp+CkhAWYhyCEFbXcZuaFxKxuKXopDMvXURqyNzRMARAUcEHiYCOOxw96RJ2VQ1OhTcag4wm9eoiypu3WbACBNR086PBU2owvgYs/l7/UUf725TtmekwBuyb2dkm9eMb4vScH+J2Wx7sca55pQYczazpmTERAypoKYunr5DcGiDG/q2DebLSc4+AeEHU65euhQff/n24hEVcSj26L0poXd1bAeP8LZD7LyhotkmC0jDXhjZuIdnXmo2GK5GvTv1mOgwe1r/JqQf+Nzbvj17gq/Y9ua8P3ILGLL+GNPKb8J3m3+a3I3uHQuYuvoEQwNmzrXocV3ruWJqs2TfFVQjDMbTP7ZsOfpYwgn1wbNBUefTSDXK0ahtmWWA5ZCK1WzduwM0FoRHHjL/WBnc5r1fY7a+BqjBESk4pbizac47AS4upGfY2pirPFIVMNzdNPm1qRvPE4Yh53r0mBf9nbDS8vu9iWwk5Dl3Ts5+O8TZRcqvi/v9k+4Do+AbaQtGtQ6o98EaFsfw0fiHgdJkqYBOURPpgQwjqSW66bOAE+oFLhSQEzDYUtj55To2mNYa/roaaaQDQhlL9mKFqHio6BO5oVym3ccHi12LOBCa/3hkgcv6cFAMCMYuAA3zMs7IBQkNIES0ik2kw5mImqW0V8lWlgY5+woUlXg1S9XRzwSpR49JVkh8tUG/8O++upROx9YRAUcEHBF4oAjg1ATGQj2vTVXf9FeV3TzhbjlvdYv8vVCdmdXzXtMfJW//RjbqOpFF9r6K27Ll8UY3JKmuF7dpVxPgHtvXerX1lFQabQqU7Ti8qxDz4y5mGkQGfMHrowFtu09w+zRiVk/f2Pe6+U/bd5OEYwaUbfzJhaDI3ds/7rNnQIsnf7maA9pMprSoqPCACr7vXmwRMWucb9SC4A/WZYIADd02PX3BQjT8XD8EHypDL2BFI+cuiAc2fP78kDGzh/i5G4zrRpZ8/o3PAsJX7N8d+Y5YENKw/NxDycAJ3DeOrt55Mx0h0o8PJGPW79kBxvR7puxG/nRq2rF+3k+9MWPV0PAl235ZN3NMgCnXtUKjehSfar1DQ58qVVAbANEpDJdtQiKNmhqn9XCska3l5S5haVvMv61ONuislXXeaJZiQRqGZlLkNU46mOwZyBJ0LBEzTTVwp+kSV+1JI40YbSSAptmlA7IQLVMMS3N+CjQlelYss3K9IhkCRgIOaiNO5Nele+lytDki4IiAIwIPGwFn6HbhNyz0MjwjgSpAQPVhgR5n/vu6cw8GQ0GcvdX3LaUclLwuBlyPuZJiNJQV8J4k+ILXlbkvlwBS9waJ3k3HTFszfN2gSxtmL4OvkW2fFVxCvNDg8N7FAQvXH39+EI/6+MGzNZPhwyJGw5bJgy/egTmOmwBdeJ8oJthg6UJU5IbYy/unjpgMM6TPJneHGRIssEB7/1m7FoU2h0L2uTXwnqiAsVu+HRUM1ca/nLjt/tTwyT/1XzeIbpoVxcFkgyFOZ0z7+mjMN5HH2w2qd+qnz8HIbvOOfEWGtXoOF2eE/7gN47/LDg0dNAguyD1QknG5Py9MhMkBFqD8gWXvj/6AHHY15iWirbhL6KxAaGChpBHy6oP2vEQd5T7NxGmDYVO1x6JT8MBFzRLG17RoBUayqerhNQQ90VF2RMARAUcE/mQEnGFeAhDaSolN9U+i/2vE79zNc6eufFOUdNHmC15R9AWvrFSMbRsfy1AVnKy99DLvB89shwCDgOtSscO74lzhxSEfTg8d1qaO9i31wDcH4bwEkvHOLchf7VafanDVrUKjDmL+hUupcE1LknCTnzHZWTCzCnwrRE6YpIQxHahG229/6OAevQhuqtkJgNg6/ei4f4ckDL0wOeEJI+9FsvfxNvrPBcLGN5vqn8N2SDsi4IiAIwIPFAF1+8YDMf93mRZvjg1rpH9HpIk+kxHYqBLcmRsPcbnHF7wmL4ts4GmgqU2WR8WqWhDlmx+1OhWsRwKYHnQ4mLquoX6KofHrH1fSiFoh1mgChjy7Nx9jijjn4dSQ/oaCtZd/g4K/DtLWVNv6X6fJgeSIgCMCjgg4IsAR+J+OSP/EoHvUaTdBiInjP40a2iIQL9hgyj63fvyMbNGhW1UvWFtAiuWl2vwFryH0BS9aWaka0PbZGo8eZ7szGFSpkmfpCr5C7Dh88bUAfoIp6QzclRJY3ttGZz7GuLjCxGflt+vPNHypqoKEx5KwaHEKKvD5MZNwc+ObfrDi7CZvFqLPkmk1C8a/p3Tv+QguOd6b498TCYcnjgg4IuCIwP8gAjbD1/9A4/+DCt31g3tr165r6dlKvbF/zsQmw1v6dPxpf3jzykWuxG4Y0Xow3PnxQ3h/mJlAgrF9GXzBq8yBXvW9NobjF7wW0Be8fLsM6zBgUY+awRnbZrWsUvhq3KHTrg37BVVmNZCDYXAxTfvgGdeBpB/oFBsqwpT38n6puj19xdjBfeaUX9ShZqFtM4eHC/H22+0LIxwq4OTX9TU2xrh9NhsT59KgX1CVWp1e7yAWfdGzWhnX3V3reJzYvLV4p9dbPoEf+FgW+dPB5oWrVajs5Zb2RZcioZGBB1J3NvIQqUfnFan3erd5MSvgThT4SplnQGTg9KSdYUUt2lin3g9lx5/Y2o3Pg+A9suC9wRlWA7feb/cWzbdVh8Y8f1EMAVemfFVDA7wqiI4vyyVIpR6EpaCi3AvHps0ijA33B7DmfxAJG4V/umqx4P7W/mlljxFA6dL8DaLHyCSHKf/NCMipCZ9/2vkIVabkFxRjUuLl2xnuRZ4o4+OZH89fQjcmRq/amdyuVyvtlSb2YE0JRw9nlvevWARvWbVJ4JRNb2vDIKvovPqj3hMjQISiDYZeiSn1ln+3rk1g1kEpXbPRKwAAQABJREFUMHTb/EktK9PoL0kCvuA1ksryC16A59Fg2fndYwY0H9Dan7n6LzzWl9WIIvipFPwCiVPZAGdxFFWhNpVAe6HiFYU4DUT8ghom3Cl48wMm7XtpUC7+7t4499e6h7atH0pt45YcGt/uSUIzw1oJ4kIQPBouj987ul+z/q3kna0DFsX0A36vBkvObn6r87PjujYfR+LftxoqytcZ/9P4ZV0nNo6c+NGvN95t6FIUY1vGmZAMrrh2YuY7UdSnyJxIi+YBWgoDHN5gTaB/OgN4cgXDAC7ZxyUmVKVrZhrm9xB8ePMQkF/Sh7KIDs9A52fXA8IDJifmByfIZJ20zi8dVVcEeVWz8BJRIVsYFCOYLYXKlLG8cdUiLvmIi6h5mjQkOwUUswQKRDnZ4SQSs0POJgEz7Uzc/g1JqQFoiwYicotS/zeofiwhdfF4LO1zGPWfiYD8vB+cgXBQcg5fyMvOzk5PT8/7eT8KS9LKsQNDpq7lEPl9fiRmhPUdlH9p7OIWda41cO2uFHPzPFMgMFillE9cimVEJY6uXwSMh4RfLaN0fMeKtr3fAL845WuaApJfzlPcTJZShpxbV2/l4PBTsGRJeBkadmb4eGlmTKdC9fJ+wUtB4jY1KQk++uXu6enugh0sUCyjAYNQ/JEuYQGYGMEgokIDdtHaI7nIpxKxAGNGakq22WR28vJ013rzK2Odnzzy+aHNw+uBpShgMNyFL5CZnQpavm9GzPR5M+GM3z3j6SqgZmfcTk13KlS0MFMoKuotHUo5b6UJylqOH+fWjKzLhmYJhnWDNJmbSYUWn3zGKWAiCJaEnAkkC6pROyRiUayskqnWNGhRzMykywmR3QWVhMz7Rsejk7cBtg9L4zfOQ5EbWLQkp2QKD+hSiw0sUTUashErQtI8GJAxllCGjM8T+sAfnirx8fHNmjXlea8WQ4sm2gcgCxRObIGmjKvQhAUbKhFIK3ll/whiABTFMKClnJQ+5bIkP/QGYmH7VBWZSRmioe1kP1LgDzdkL1kADETQ6SXmvHRF1nH+g4rgpOPzfv+g/fUvNtXqgo7tyWfHb+O6sGIhMzttPHO7bRVvY1L85Yxidrj+OlLNAWsyuhrd8sxLbDQU8RW5LvjZdJt0K/rL3J4joNMpwOsp9vsN2Rdp/SF0gzgDUT0UCuGfi09p+QgxtHEzLGcUyMZeVPuCl94A7k6hGT76RXQUgsQbrZKLMw4mUzMw4DdUuEdXvTTagDTGxJKWmG4Wbh6eBXGBBZQYzq3+4KOjPk3dDsPFnaGlPcE1GKXZ+8JFi7JzyMu9MUAZ8K0wGiQXnAt6FXWBlR0EBCVoMH5jKB87QDFyIqaGI32ULtuPPjBrbJaynheatQSWFJALR6QFGjQfCAcJyEQAGEYpitxkGLZDQj7iJXGymquSqlD1hpAgCUtY7ZDhw8sKQCfIdNkq6bpmhrXYqqkhVWgviJLZZnyBCVQlhyRik4QjRtoJMAPQdgS5SlJKUkICO09aYPkOlFAGOZToiIQ64aIeRJZqcYNWUIIytujdIU7KdGQARH7t80A6LK2IDGpmgoD8JzVoG70q0q3krRpkizVNcfJWass/XPJTRsCnlHNR5xZ7L3OlTG2t1Tlqjgg4IvDAEbBcAZFDn5K0qTLZFL+500wxcdfXMC8Bipt3hSplcNZgjN89trM/nJAGQ+dFB+KJOW1l2JClsWd/mTUEqP6dJ0XfMKXGLm3VKiw6lcHgzsr48M6dl8amCmPc2FZ9V0bHrgvvixj+YbFwb6kxNqyVf+fOnQfN3KxJkGTq7kWTWvkbCtSt++KLL34SeRaI8CU/N3Fj34IRRYsWLdYpbPcleEY389a1y1fuCux6of+lbgi6K6Vbt+VuF5uwVY1qsu/FXohIed9qRRBms1PR1mFh7+T5ghdIgSyLw1ZLsnOTdaxR10iqLUxoC5mMG8WrNdsUAJ2spIyLhUpVy9m3+quVF8d8tXlKp8pqALL8fJYjEkcHjVBaLNhAIaJs0ZctTKpEzOQJDlvoMPuMTuAeUFsqQxUpKEt0atVsRBa2S4oRN5dRirkJloE1fIagdqlC8ZKDmo9AJRXcyiZpeQ7qlhYwg/JRbTUb2CZyg2KF7ISjClSRYASKDNgoQ6sQrbcUGIyfCqHcbSiMRQTAhD6yOsnArayIG5iRQ2bZx0iFGslreOQGkRUaCzOvFJEYWgtZgDU0itVIs5hIxiIyeqM/Daw95hr6TTDIC/9xeslTTCRrDkEBtSkrsZonwZqQhWZjClfJYsLBqFnQoZX9gBzN4gyjBID6Y4OMQDo20IYrIEAy7JMjd0TAEYFHiYCcmuD5qEs2Va0l49YFIYLaN9TerkEtqQeer9hiQ6WwU5cvbJtbcmCTihEw2xDiVsy83n5V260pvnHbiiZrJ9R/60eXavWq7Zj59sJoBkz69bvRa0XNip4iO/3kjsUh9f067fPdtWuhOB6TDs/aOpd66b05L7fzXLzygu45WdP2Sc+0GDih7fhdMd98XHLduk0XUgDNs6J4u+lTz37t/tPGn8Juf9t15mZT2u+vN3z63flnqavB3sLKQ7aAcqRjK4RAm0nQmEACQMI+lbpK2moZDRyAXrBi6KfTu9e1/wUvC5Cua6bOjy1AeEoKljpxJpFNuGPIBRKCEtZlu7bRzKPuH20t26zv4u3bj0Zv/fDlwMIEAMwgjH2x7EtlUdHyoiK8DBsKkTa2VtpMFF1GUWQhtpqwWQ8iQMIKd+NUJaeAJocG6uIREPcGJqYTAulBxSoQVrjMTjtRFq2DxEQSJmgbYW2YoTEGRZUFpDZPhu6hIZBbEumwAsaK9BaBNRksWYkqEPAP9x5UEYwy3GBBVkgpNmJwKJxYVI2EiwRITNMhUxHITKJ2hFCWsEnUzrISVCFoVQZAFWQBtYPViIM02GfYhkmaQAJ4jKqDXYO0LZANtGRjOR8YlgG1HMMpDxrQiAmaKEebqEZaSYCaNaM0DHRVX8GyMgjdwcQEdgxdIw4lhqrIYSRr3lKJpR25IwKOCDxiBOTbYEEaTi7ItaGSq7ao+Hk/+lCw7sXxcT/N2SEGn5kxAL78XXPI5wuXzxs4Z8crEa3wTs2gaZe3vwN31lVc2GnewLO3v+/1zpLBVXtPjB4IH+JJXfv+BFiBwS/y0PO3os/c298P8TbFDfb7FZ+YdfZp3MrHVOaoGGp5PYcpfk3rCcen7br+TnMfuLni6ZZiv2biU+NP7h9dNien3CvPz5h/9a5Hux8SEnbM7kzDNjum+htNRBa4E+NBgXpQ6kOJiiIUE+p7lSBW8MqGFiTgzQsOROztuL/jrpYogII0FqAcNQCDBqf00FZjJSDgIVNs1UGdGSG3skU6hDRsot4UN8QHUFBQ69bWgpoRilcC22rW+GRBM4M1olPKBgwGKUZ/iR1q8I8NY3kLvGTFRrAMTQXfsSwbFJUZqIat6AVwswaKFQgoW8BX0sg62S6CkxlKowzLQQ3YtTJicyIOliZdUg2jMgKU0TM2DjfADmz8h97Df6tEGLBKIHCyQLJQIBlg40ZZhQowYCIGfUAQEVWwpFKIhwzQtEAhl0yKRlsyCY8GCiFpIyxUr4shMpBvbAG00mUmpKJJGGAyQtV4V5BCW6eJaDfTCdEeI6vIGoAlZM0hcpdBUD+pR5MhUaSoCfCwDRsJj00Emp1wMR+xMzchQJ14KRgIAsLSEKRTESmoGnlJyJE5IuCIwKNEoACepvKUQ3mbqi1kNlwouXVXt4gBDNmZl0XQ02rRwK1+j05i/wVcNjkvpn06jO/4d/EoKcTtDJOo0j2sj1g7cWmcuLF34A6x9pWnNRWfh/XCq0Twqb+YCPUFQZFBryrTeDJSEoXwC6xrWbYpTm2ZF8T4L4aVp3K2AOWu2o0n0GuoBM336y9s2yE40NdwrlnxQAUUo3kAdVnSBIw0InKYqQYtdvBQoyRDn4oJayCIqJY2K0k7OCiHwtrHUMgYggBRErCr/n64Vu1aBfBQGSeNii4TyUJBB5Qn7BI6BYn4+Ns1zC2DwEYCjhYVZicZ5tTUAAZeBWCtMsTSVyXN4Vd2aXGDQYVRwAIMDjbgn9oTUpHUxMaSJlZnawfJakTiIdfoGgV7pBB5iyohSeuBJmNEopYWsszKJjQSkuaQBgIF1YCt1gnZmaoOK7QYSSppiIQt/QHN+kOQQEiG0WlP5tGlNJPZ6JYi2N0yPvNYymgvJCUBzWiutBdLWMZWa7LkJ52sHuyX+lGGEscciiRPPlERq8BL7JITjw3UhIewhJEqHBtHBBwR+KsiYLmgI09rAoZzTl/VlHlWCggSx+etjdUoVCgidvyOcxFMptN71gq/Eu5wrwcTKP9j7zwR5P8E3HTrXHPcwj5rh74W9lY70WnJs2Xkfbh4VYbf86WTslekZRt6DZkpfud3O+VDtHCvScF7v5vsXr2h6s9An8aG3Rv2cdD7QDQsiWySXRJ2TNyBca631yKmp3JZz41lqoMK1M5ypBeZsa9kds4Z4J65DSN6QSTacN9L8gTN3S32tEqPBRtJ0AAJZzbczt20nR6Z2gmNe3nKGUuF0IJMXb0lpgpOGiPV6tgxLLRrcEvCRKF4ITrX2FEwJG/SiAzEDIhJSfFTGNAItIBybtGkFSNtMTTExxsVZjRPwqKxHDYdLyJDoqZ8MuC2aUGL9CQtDDIEqBDbGVuxYmSsEweLaMikM0QDIEUKAXhsIWwpFH7yGFskN+phXdbiRCaSNV1ZCXrZeXSIk0Ufg2qCtIO0XaAiCgim5JtXbqTRSiwyk5PkEAPKqzJSpT4EynplDe9HVZP7EAFtY8TuI3weCCXt2Doi4IjAw0QAZwZwpmGXoc4q2TeoqhWad/MPpwW1GOjX2u/ygHpljDfiTt4q6dfhZTG004eLOn3ap/7tXxeELBZjtrWECz4wiTh/6XJqteKHlr7Xbqb4fH8nfs6m5kvvDB7oN3MxUNrJ60LWSyNWGrFy9UJiYnEXT3iHigteUTq+eX10qRqX3vDrtFOIjjRXySMiCc6F6AM26Bv+g06FsjzsGAIDPrAi2bCLhETXAVAQmvB6C5BkT0m9HMMgL/3Xo3IHCjl2V9AMiUkMzBQpoKQJE9iBn5+mQQukNMKwKDohEaU8b4CKoihCe5B8xSasoeHgB16DoqriJSRJsbJJYZLH2ELAoADswKiQIDOpHGBwiZuUoY14VKFalCDrmZEQJQXJ6BfBowpOSEQ1aDOXSa9kZedJA/OhQep2btSbVxtqkHS2ne2yYqQ4IRs5ACCsR+bYoEuMAtZBAfmhCUzHR6AA0wqW27iduNlwHZZWpGiQtC5crIF4GJeVIiCGxvJHhmhYFATiAJuIijnwU2SVnIXdUgJ3gAs5IYMNyhECkhlWHkO0u5kE58etqNXbkoQr2q8zPyvLUKvl8wFl4KeKTIyshUWRcUuqMIwEKs86oLMVJJh9Yuf630ANiQFIlvBu0aFlafOVzau2iuqt29QtbU472r3sM8lTdx8a2Zi4cM+QQ1hD2+A/q8ccqoiPdKrpwoVuEI1hoAwCBCbptLdJlDiYXTI7No4IOCLwZyKAUxM6Ny0gNlVLA5Wav7N8RfKgkPplB1KV3mvS8cKuuRVbNJlHpMFz909sBZdxUgtWEjM71ZqJbH7TNp4a0Vi9Nc3Nt8ebYt7Mid00inuhasgmV1CwaEkw9ZjqV3aqCJqbsn2IZ82XNk78rl1I/QlCfPjj1qDFwdsFrpZAV5WuRFw8SoticsJSIfBl6vCoDRyjflcxyi11UNgfYo8o/1EPRC/Rguv9lDJiN/+0fM3WS+micIlqbbr0bP90JSfq4qCvgv4L/lslqHNPJbs61W1xFR5lxn4PE4ojgExQlA1C3Di2ZfvpNBcXIrh616nfoHpp+PCwHW0kjL4xELAQJNSMB1d/fyTL/5WXGhVESXyeFKjQEeMYitrRdJZSJihLcCvbQBRFCBSoppsxK3++2LJ3h9JqjxECMQMTgUKG+ELA8gkUzNmJW1ZtM1Vu2b4RX3YDGPP1o1s2Jfp0e76um5KhrdSLsw2Qp11CIUBryATERkweO8ArIFMSxovrv/9uw+7ThsIlqtRu2KFvSE1vFxTDvYtgIAmMAEzQEgEJiooN2K7qBjvOKmkE1sosQ3MksAtdV7DAg+ZDFfWgQP4JnSXfKHgoggn4GYSkEZvggIyKsNWSqC4zagTHkYMybYhmMWLDFhanqh6ZrCFRFpcx1PjgaIIny8k9Q8bVBSG9l8kmq83swzcDyhaiA4jNwFZptxWjVG0okHkp7lSKc4Xalb3BQb1tZrNxx+TuI6P0Yh0OJweVEZfb93nZ+eMDGQFlzC4ucJObl5srqEBZzPAP9wqHC6mYAAX3Cf6jRDZpPtLJzWYSBLJIIRBFcBZCFpYkksSSG2JxZI4IOCLw0BGQr1xjOTjz4OyF5+6ysrIyMjLyeeUa8hqTbly+nWL1NlhTalIqvFfM09uTx6vUCP8i1+ddH1/fE762ooYw0mOKG+JSS6w4E9ENbpx9uGQypprcPJ2NRviai1PGkc6FGgQdShpe1wPuwefHBfFFUrpXriUkJDRp0oR0YLcCf7jJk6jXwnvteSJiGeqwM4NXj12cFlJpXCR8mKbnxNaVDq2YEhkr/AfP/+WL/j7yxgA7qBJTDh6okpiwW4OeDIE56UQtROKNnvNcwze2SjbajFx68pOXauok9I0SE4B1LiZ/XKDYWDE9JTcMXjyv02opI5r608EZE07HpTiXr1PZS8OT5hkMacc+Llpv7N5Uc1ME5cSN4BSGV7MQqJzgffatvRpECd9Nl4+0KQ1vjkVbouc0bPRmn5umN7yUgNoiJjAwtK5kv52phswL7xaqAu9x6Tz4jeJXji2IjPpo/62xjWhCjFj4B5zMrAisgWi8Z7hZKsYNOFvE1lmkW8xT/kpMrUGiYkBINWzzoCOSlmwBLOayOolsAdFUMbBskDAAiwT4AwIkfm4FzxR8ugXPF3jTGrxckd5NaLp48WLTZs343ABmzSYQh4RVAsEdrFEsNKmLpY5/HRIwNPvX5NXwWUqUlfIyYhwKPQhLqRxOt2NBrvVSZx48OBzf5aikOQRp37zoNThlzp3twyyHHh5ycBEnyc2rREE4sjKiu3g2ujvjwCZ8zSCcyoSALlnc0lulc8KKbOEmGzgiHB80lZoh49vKqYbGwqVPvPqJCbn+cQkccbxy7R+31/6VBquFcHJOnWD399TN26dKlSpWb6mHSQkkOS9BhMzjkDkL3bwk8cDKiIhZfV1qzfOb9tHDz0sALiNmprvBMGHeD4sjwlsXarBOvPu8731exwadBHQV3F1AL4WW5UncfwEf3/5oaccuJnfzxC4wLxm2cF/WjiXvjZu05mja+o87x8x7tc8Xx7Ad+z6LhFaiJtlVWXVY1MAUrRvLw4wEV3d4B1qH6BQYTXJvnVofKMT0iI137CojrQxinXuH3r6RlDoCF1tskrIAybr+X9pviutXM2DAz+fZORvRIr6hN24kwcd0dIlYYJDgrWpgQVTlWoBuiI59bmgEuAAJae4lhG9BVygxX345ynPScyiakk6L+wXmJVO2XVo1d8bXa3dkpVx/zc9bJ4D8UFVjK1kgMXRc7AATqOxpx1l0Tycjd7+kaHYpDh2viov9rTROA7ANSx5rbTh1NnELWqAjWhtEZml86JGySvHBliNGDVjDBFudR9oRrhNCBlFQMYMFOdeOjO7k54Sp1ZJfrwBr5vm1Hf38+n+0kR/OE+LmN0OD27y1Is10aWrXflFCRC8Y1Tog4IM15yy4BMg2WohYEobMc9O6t57602mi03KbMpZVF0DVrZf8epUwKK6aDxggHZkgbDJkwfhYyFSEjIgaFLVLkgqmY+uIgCMCjxCBPGOxpYN6BDS9iMszK5Y8+6TlGjO0ZSQl7tnzW/W5Gy8fecfyjI1e6H5lz/pD969d6H4+5te4K50Wb714d3IVqwUZO/LYq2hdip12JjEX9FnYSXFFdjjXokZPOSo6zA4f8DReOkIo93aj5kzwFdvejPgjB7rFP0a39B3/7aaVH3XFRoPflFXyNmGoyJ4RUYMW78NOGVLm7yuCgt6NufhbeL8Aahm063waN+lzzTIgFqvZuncHIBQEd42nf2zZcvTeo5sHQUPLL5KRL/mX2W/7kXCBoFdXH4XnmDilbZw0ZPL6M1wx0QiBGnXGgFDOnd9mvcXGI+Kak3FTuvSF4eHI1yNb+vu/vxpfageJ4LGPNp7d2q3b1NM0qrAxxxJOTOtbF4PX8tWoc+qWaL0UylGKDJ286qyEIqIq34n8dACXh32yMU2IuxClAkFrf79LxMzIyQP8On1wPodqOeffDfL75tBNJYtbhr98/TYTXTx9vN0l8ezOBUHkNiDE3MEHzIAn+fetb3TyI3KB0OUngNWQeWnZ5P4sbvAb/TvdyK13FgQT9i7vxYE2+I3/djfYScm4dlyXrh+tO33ox06E2PW9pVfJVGgF05R1kjvfjdSt2yhWHSn/IjPbtNtDQJoNmzKRrNXa7DJCqwTV+GwKVvB3j/Ur3fCTC0Hr9+z4uM+e/s3L/XItx63yC8M6OH83/vnxq/DgPP7tqFcitvV/JdhDOFdshIslQlTrHRr6VCm8DqlP1JSZCQctJ9mWcSrqxIGb6VwDHkm+G9O/TCMb1RoaQWmsiiypCkEh0la1kRBmVtMV3PHI9pd1oRZ1jpIjAv+5CJw5F3/2XALk2v/f/zgf+1vcwcNHYRHlcU64NK0WpTMzM+GjP2lpaXfu3Ll9+/b169fhG6pwNWfPnj3A9uBe4AKFSiyVEj0fjonXl/2hQGTzkXndgL76bIY542hPedT0/HTebPgIMKSpe64jfyo1+YZSp4yPM/98JRvJJxZIicDQiFnjQMKpz/cZSoG2jUEVHU6ghNl8ZSfOTALnpOrEWw8ZM2fZbrBgTRjOmvqFrziwZ/07sLoixBcHbpNY6pxAUX/WYSznY4ykw/vsw5ds3xT5+diw5TF/LJnUD1F8X503b94Pe+IJypKlnvgSTDkIpuiMEff0BaIE9n+9fVMo4gbuu4GyMfOeFb7oEazCswuf/rR93bz3gGPAopPmpH3gSrd5R6hdBvn7OIxTSvQXwLMhPgubtJR6EEMkRHDYN+eSOGrYdm37FCC+OPab3du/RQbf6UlIxsiAgz9s3x65bM7Xm84A6Y9lA6H9vUXrtm9aNTEs/IR00OLs9T2fAYPoMGrzgT0conqTtpKm1NmsW4i+Yz8PD+sCXBO2X0M9j0GCQ/a+Z8ru3bt5rFeHv9w+gvl83B6l6IH4KYrqFtrjfBjIfWpOnOILcQqc99M82LaZ9avSdRpOKPiutarqt6nzVJxxRwjxGR/ndHS1oeM8Nz0aWLicv2o95iOXKUQcNcqp/shoj4UguAB9JvSc0H9CLwp9KfSo0K9C7wp9LF/+A1+B7bEw12HEvzcCQpuRaIXTf5z7z05N8u5onkYs4GFK1xwzbwD0jF9E3+be1nnIAu57eUAVHeZBz5xfz8iYrcf+yKMy9raBc2i81CnAkRumJr5zfopcStMX7IhpxsPi/WftYu6ss6uhKWDsFimcceJVqJMBPADfu5s+uWgAsKvRQjPgHsMDT60Ceex5QF8gSjATmB+XkUKjO0/FtKlJVjy6gNMRTNkqIDQOBU6HKN0+gHMR4sERa+ukemqGQRIqy7iyD32nNP6n40ROoikIT0fM1zZNgMYtMEHMPhsKpQ6fyr1GrByK1WetZjzkIDtLsxkRelpOe7LXhAXgNAv3nBwyp2+/gEjZJ7TRkYD/nzMYSGA44TtL8pvE/31TEz5TeKdwHhy+T0bkBs4+MQVOTtSCpJtnaDRVoDj7hu6Ijj4Aac8BOQfVi+jK91KtEP/sluYjnP1ZqMdAHhxxTE0eg/3gMMEsr8ty/8A5Lkk6knUE7tzN83wzP7+o2DrXb1CCy161QqC7TcmCywZZqWagtfGhxWD3ALiPNjmZLhIgZ+DUMSF0twYwYrJ3YQraY4d37dBrxOSqQz7cfOJ6WDPtOljgm4Oas6Dxzi0ovNqtPleFW4VGMDBeuGR1WSV/Y7Kz0sCYt0J4FV1iCGM6UO8Y83it2q23D+ILSmSmZ3s2G/bjEOecxX1n7k0s5EkfcIYrRLfQhUUDalOkXAZDpG5DoDya9xoootadMoq4zWHOQ76aG+ay6KejRnFl7fjobiODbb9GCN9RKvX01+bU/csmA9qkrn4Dv44WxsvHov6PvSsB0Kns/neYYZgZxhbxFdFCNSNkLcYgUtlCkr0FXyVEii8qhX9KvmijxZKQpayfbDMNWhDKWMs2U5YsM8YMs3v/53fO89zlfd+xFBp1H+be5znP7/zOec6977nPe7eXojhI7jop22IkdcUnphqB17d5tZmxeHCZgMjBExcd5o1QLvJu6m1XpVCzvmO/JYxXyUj4Jo6mgK1vVpsqsNHDNBGK27I/WQGj3ukdXRH1HMSNnhNxixmBUbMWL18i5YsX77tRy+mFRCiBVSvq5/dEcM5lyVvq1ahRh8pddW4I9/e5cWrnYdoJ+sMt3mVl8Yc5XEU3Am4EvCKADzbN0ERKV0n5PnbV9IL+A5syd6WBf7p864DajdQlZgQsZ/9Pn9ERvXalcI/nAAF8juLmFMR4beaiO8MC+CCfFXqDmZSNQLCfO6g0PWi1IXURPengp6gpjZ8eiOIzcnIMDz3fbHsCgeqUpi1nKpnOFAs8f4Y3vfUzc8X1pAsq5HRYx//7rtWk2kPvHpw9cI9RMsrUazrskyFRZbKzwe8pej2986ZKndY0VVi7JjZleNaA1Q+2ytnXt8W6778pMNEwljSuajpEeDo2aJ7Qug8Py2rQoEfF6KkTl7/RrfVp6ojo98WbDxTKyiKcJ9NzQ2W6BSqw6YvLttaZNWZ093HPtBn3zJDE7Nevq/Foyp6qk959a8j451dPen56/Klut4dpWrXemniE7rGR9/EEheAZdWxGvSFVjZspIjc90yBT4MUsVCL0wWhlx0h9CCwUunxIfPBXRsCT+Btr3Nv8Fq+d7PBLTRrHRfR7+6GU/sO7/rt+xJQekfCId+ziwefap86971vDytO0BXFrbgTcCOTDCDiSBc1L/oCLOckJm34+AsWi5WpFVHQwXiTdsV1rV8btyCpcqkq9pg2rXsT3qIu0c0FwPrJ4ilZrQdcARo4YF9unYWM6Z8HH+qy9i4ePzzZadahczOPhSYiVSTMOLI8zAvtch6MXv5KkSvXmzTgp06GCCh+2zBkDgc4T83NlaB5H2LUVIwwj9odfn6whEUveQ2cdoq4Pp3mJGMODox4PO+N7hAgqRBOfedOW7Kn98I1WXLwOD3zMUwc+8+UYFvoia+F3Tvxq+OJ7Xx0xnqZeCHNQccwAAsKrNm9e38FVudYQwxjUogmNZ90dpctlNo4w7o+++yM6/1/7ukA6+SxgiirUrdmJEXT93dGtjFmLT54KrHBXlDErrkjdZs3KAQ2URgZGNO82s3m3vm+0jxoyNm7vy11uLhx6Q/1n35jz5ONzQm97ZHrM7q631RITWAaXvTPCmPXrUTU18Xg2LaUXeUTcWDbk7FlzJoogUbgJTtuV6hSt9MwMwxMYTA+2kjQnMyPXKFJEbg/PycigJ+vVo/WsyRuMXLS9RQZUzEUL8hycMg2Dgio8IoVisR6iXmvgX7CObP9kq55TO1VtlhEzsXGVkCO7Nu4KurN7dJU1r3UfGW98vnfcQ5VPZ2+YPrhn9YZ3Jj16WwkjMIj2yFmL529sFHpTxcrhMg3UjpuB1oJzrfMyfS4dt8+NgBuBfBABXNCR4nVjuVdTgTI2d6Nkp8vACV/Ruez0376id4egdF3ocxJcs9vWx+K/mrdWPfRhExsJXw27plqjLsvWrZ7e8aVFP9u7/lSdUjVn63OTWCCuQQMVegNE2ae/edswFjct2/aL9buOHTu0NeajFje1jzeMz8Z0Lc44HNt7V39r6YYjR36eMuw5mhhM6teysMdz+4P/bmUYnW9rMT02PiFh34YVn0+PpYFDhwpeNIEpw9msU+dyDV74FKibpWx1uvd2Xu+u7y7fnJCwa8qzj9IztIMH309emYcuwt7eDs7QEYKcSUzct3757GkxuPezausnSf5u55tGf7Fu9+4f50988+vEdDk8zKPDw+59yXTjKVkjV/E6DFgVYtS4wBk1Ao+MRfc41hoC4fXNn/u4K+97pwJoFlS4cmu6yrNqSIMnJy7atXdv/ObYqVNj+Eacf90zsikUozreRrPAa25rySw9Hrm/FHNLCMWr1G2ftuv2+soN244cObJ+9li6KhTYp/71geHtRowyjLEV2r7yzc4DCXvjF0/7MDYhnV5XMrDb0KXfbEtM3L338H6aYVS+Jnjn/HFvzYrZlZDw07ZfyE75sCIyALZJi9KtX37KiBv02Gvz9h8+/P0Xoxs/v7pAl+fqlsUcUA6Z5q/hQoWU6S/tx05FihZtOTEJ2/vUex2KUmMDf05St0ymOUrnD7cyP6IqY1JRlhYvFZXUJdhUV3izBpMkY7GEhJvMfmUXtOvRf11Ca3+e8E2/qLgeTSIrVqxSt8XDsYmnM3bPiBq+avCsnQ9Vprl3+KDpGzsbxmO3v/Qz7Q3Btw2fP9xYPLJO1Srvb9UXyzQZzlMV07ubFsr65jIhpkDV/Zk2MW7FjYAbgfwbAfPuV7Nyrttg0ze1oVMIy/acSjq4dc1n0fTTwh/IzYae9K10/H77FGfPcy+2vk2nbX2RSa8bxoCFB86ta++lTH/em/voli66/e88t5Tz8Y0wXJhUqnghVRbdNkjlt81zKHVaJarfyl1JWXLD+ulN0hWhu0fN34HDEG48zD61N65flO4wjB5TfqSelK0f4krNCTBnZad+OSBQHr2xj47qv8wfTLBNKfCG34slbuWK+g8nLdnZU7vGd61umvnPZxszNXZylNF0/IasLALnnj6wzu5M90+2cGxyU/Ysf9z0nq5e8T2/O+jwwGXUd8flDkp6EV8WjTknRxwgx0iu6vzylbNnT8tYxDUhV46c3kQToI/iT9ELv0SSc2QtSeh23RSO/9mzRz8f2tYcQoEuH2HcZ88e/24iCfvO2EamydzXmKlELDmQgeDS5lGFunLP7JxuqlOlaZ/39+FpHmyJ7YvG2sZnzN6Z6knfPcQmGr14B1nbPqOvydCk//SDbDIl/iPyUj9vkv7dVNooqjTp/d6+VPKCrJ/8qEsBGstJcekUnid68IMt2PNOx2P3aDU5Ga4mTSeY0ZneVUOeyR3E7eX5KdlhRF0oHeGjoaNwSDBDBJwjkM1bROTMgY0CAhSFt8tpl/P7LNslvA3Wazc2m6nJVFLTrWenzB4/lex0gC8M60fdS3RRpr10/1FN2lXc22D/UVs83w4Wb4OVW0x0vjXo4JGZlen/bbAZm5sUqdV206ln+KeBY4YFNN0x5dSCnmH0XvrNE4rVMk55nqG6WRLWzhw97vXJC43oNjdUuLXre6MfyDj0+3cft24zosmmg8+Vys4OKlq2fJlgIyM14ZfYXpFt6i3cOvDOYmeMYhXL49pERsLakf2fHrOQvla2mfL92z3rViThrpnDphfq3L1kbKem/bcakf0/nflajc0DJ2W2uPm7jv2Ozt84LOGNBs8een7DzP7ljJzE/d/VbfAgn+XhVw6YNySYLurvqrSF1Hd/C8MnTeiLML6kEUfuiaMncoEvXK5scZxVJxn9Zf3ULqRW4ak75va46eTxk4GhpUOD+YsrH0CgHRBw+mRKbkBgkbCwIkFg5+MlTkLQuXm8DKGgvA+Bu8iS+AaHgORdByJqWq6hC0I+tw8/qKSnpuZ4sj2B4WHB7BuN2Dg8tOC/Nv13w7Ina8IGJEZacnKWp2DhkBC+wqBiUyAgN+3k6YCgwOCQUFySwyUFT07GydT0giHFixa0vIDDYo4dhF14gQIVCPEnBUL2Wvnq9B9CVmRCDnZ26kk6HAUGh4UWCaQusQRSxMrgMFnWEWD08bvMOYgFcjNPnkzDsTk4/Fq+EoBuwM56stKT0zICChUtVqxoIbZK1jPS0uiWnODQcLxFVGDZGSTyeAqG0n0k8EA2jjIqo6JAn8o+m322YPFQ+g5vuknj5m1KntKwSYw/rOCDdBEa29va3CDkaNHoxFPygmRQU8FRMaNeCPBWQJawv3BZYDZOWOPCDPwaQbYiQlKReQwtqWC+wyUhIaFBgwamaapIEU90y13/zSNAO4n7Nti/+Ta+SoaHk+pyTKZMKj57NX0HUjiI73/I2PU5/bJNk0g1F/G5J+JQzKuVGnX5vcHwTVsndyq7cMbSQzmpOzpVqNRmBE01/lurQoVKlSp1nbWD+ONnP1kpsk0svQ6kTeQ1JG75KU7jpq6/r1KjpTcM3HnwwOoPyvaqV2lSPM6DZ6fuGNMxslrTBUNWrXohcmvM8fTs7LSPJj7RcXmpFx9e0r52g1UVBt66bvEvJ/h2iVy6MQAj5D+s8ijI25S1KW/TH9UFJodZbpIksHS5cuXKlqV5CTUglL9sgPcdpTefBYaXxrxEFQUANCS8eHE6jtHxjwofKNGpgbIBuI+dkBqbwCFZDr/CZoHomMRe6F5yu3BI0aIh4ZgYGZ69X47o+eLEyaOG0sWdm8sXNzctsYaQL3R4LiCapoGCoeHFQ0JCCsI/FPKuYGEgASQ17a3pgqo4VlDF0RL/OT7oZaH6qi9o7kX4qBAvo6l61lMwpFjxcBpCQdWJXjnC05I9UCPhOhZKXyr06mHaBLSZrHkJ28CCuqiEBgfaIh8cGkoyvtcDPoCsYOHQkNBQayuyAdMaVzykFhJK2xN3kmDywYV9gSEiso0du5NE1CRhO0CicB+62AG2phiYhxCsJ0tG6Tbia8aQOblHhwuUKIpY+tylGwE3Am4EroYIyDdkfjBHJ2GZo9hynWMc9EjkumWzS206+l6v52ON3lt71XR0m42cvW80HRH9+poFQxqSrGjNNsb3hQPDasZ4PPGTmkS+1+nUT33M8ysRPT/1tB/YpBidj0l6pqbcy2nsmv8O8e8Z37OKYVTt8/aUzyf3eif2sUn0yAaV6GUHY1pcmz0vOjK9tNxRGLHy41cqfLnztfhmHw9/ZMby8T8ePN2wVIhRqAqOG3wIoWMc63ovSEqJn77c4jsvdXrk27k3DB2S55HvQYpC1YLFmg4YULZpZX8KDDChpE54yFBjvNTklwVVL7pYhWAofGzWSqIFVWswjAGt6ZVhFLnmxtxvp72XZPxn0qrn2lEIVWF7PFnQxLBGDGRR+gCUNhFiVgGBbbjiCYQsZQAwAhQpuw9WMJkK8stpwgVzUKI/rKw6qyqpDJK3j7gHqBo5pLRd9W8yQk7WZN8VdSUiD9gJFqLKv/UHGlsEhVhvFXhj77asMgk3sSAG+mfj4W7tISH0DqXUaKUdgHPSlCWxWAG0cWoyDoKocACoDdNYsKuqxpogUoGxaXDVXbgRcCPgRuBqiIDjeRrKb5Sdz+v21m9Xl77huk5z18x4oGF58ySBl1p6yk+GcW/U7V7iPJtB3u+ByM48aER3v0YpBNfq1MZ47wBOm2SeMkaOubc8ZfnA9m9teZDeDRq/0ojoVSvM+CX11G0P1Sls5NLbEgrrszhy6JAEnpd1Hjh3UlrXhxo5VJC6MFi63BYxYTyFKz315pt0Ql0fRSwgajh8oPDh1xZd81gDCjFlKeIASi1vsQKgSzhxfLQ4lZwVr23Qdfqq7nTlAC2ZYHAVTWxi3sqQyHC5JlLZ/nKg1NzolhEQhiLETR0nkOjCR0j2jac7Bq5O6OdooIoYIRhUlEnmU3XWZo8AFEc0s88aNEpBQ+3BYDwLHDwkQXARXj/RhVW1A4iP2km99vHCHIbVQ07xGGHIkqJGTf10PgfB1m9GWgUHK+jbDPNkDmKOnbKCfjbHhAIXjNO023Ij4EbAjcBVFAFMTSgtIrFxHjebyPr+yinDePLVD/tE5DUl0Tr80+SZ6kViCYs+X2iUkqcrGFDK0DMHjae3lFlVqRUzYn+muQifXMnZvW6hEfkQnSGhF4REmvMOUyXerPF1HLPFCV7StqR0W4+qkhwHLGpxnmepHFVEA8cqPgNgV5Xg2A4C0LcdaoDFsROxFWJYUUGlCQPPPcQs94uLdgs2PtkyPkc6IKAhvqCmipLa5MKAgUAFFnHs4xXV4KjQSE1obPacDhAWJDxaRYyRsZjZ1ILmRAgcdbBDZgCARQSUFGGDMv5QsEI3rYgdLYJyoSoiKqYAICY+bcKa3BY0cEwJRIECRIANCF9RlB2qQaagLKUeBikEVkRj4anNhXEiZhcZyMQEFyPAAcZ+iBYttQOi6+xDRC1djSUShin/eWdkOowd3omOcoP0ZbuIujJjmncrbgTcCLgRuCoiQDfVIX+pxIdM7Gj6HUNmdrpfuWEcOUA/vXBIPe9HU4rYhcsTDsWPbVuJrv2YZ0WCwioYses2JqRmpB5av3YX3wzCMw4nabVWj9LNJ69MXZ+ak5Ow9uOOM4yhvRqfb0Jko+B3nBm5RzA0FDPX2zBmFYcEGjpuJqQjmRR1nJCI0JIiw0upEoZJoYg6h5ANqQXEGgoRk5KAbOgiDYvUWVPbAnpQFgJmQUsKmqIFmRazkNV5awIk+uAguCG3UqLGXgqFIrI5wVilzIdspU5yMUZLPiZaLECgG4Urio4Di1s4lU3upoWKjAxOR4ww7BmwDJCFHrQMHUs6HQRHUFjFQlCNpbhxVG1WuYVUfICDFg2wcFYVKJJAvEEP/nsVmMMkQEi4U7TV4E3zJDU3N9/DqhzQxqy1mCQq8ga0IKVeZVxcsHVxLzACZke4LgJW1877+s+K7sKNgBsBNwL5MwIFVA5k7yiD2Zt+PaZ7Teh+T39d9LTCmMgKFSrITazBEa8tGxk7pmOlCpFf3Tr3+4VDjf2ZckKj6oMvj4ye0ahSsSLFKtQb971MIYygohWcpIHlWx9Y88HkXvWKBQVVatS39wffj2xSniC+p1ugF6HeG1+pOG49KVTSKFWMpzG5fC4GeVrlaoB9Cx+Y+BBSUI4fBFEHDRPMRzkS8vMVNqkcPPjQQPc8qptI+WgnDAqKBiY+rE+muMFc6DHNoYGCo4quMYM0pMtuXYGgocfIIj0NUEzW4ZXdgBekoOx4GWB9PX7AqChvwMrMTKukIhBHiFGIUUGhTnVsVorSAVVrgMwmbZs1NksL2XTiCNXtR2E+LaFdAqUqamtrn5QX8AQijbKv2VXZ+ALBEgVjdxQMQP0j19gbmUhgPMSvwKyshs52sTAd4F77gpSxPZgcDKhagZUN4PAESFU4RDoyNGHDFTxqCgDrf2bJOXn88PE09d3nnxkCd9RuBK7SCODhYS/X6ZFCegOD/4eHvaDna+akJqfmFClRws/JDnrTQE5gkRJhfrocrExhBIaVCPOeD6ljAq9oRkBuy9L+SCT9hCa9Ck4SOGd7B7c0OIurORmle3WU4T7pUjrEgmMBI50dcvC0y7RFqJpyLQSJkpIxNJhXmbFWpCjFElFNi4SNuSDFlAjHcFMMXmoQXGyJKcGbQtKERP85DGlTAOsi6mjZpCK0uszhMMYGZBYThw78sUCkfDjVtmCWA+XHmNMDUhZ9mxgCS+iggH9kmcDimw1GApGBieRS0HAWwVHQ5X205hQCyhaBYhA/bGIROBnZGaHVHaZx2V3EYeE0h2BpEBqKIuDQmVMbU0qdeX1SLt3Dwxm7YpfNXbzi52NpoWXKVLih6m231L6neQ3bK9j0+P7c+uiWFTG70wrpn7KiHyGo1vi+6qWTl89bGXBLs+Y1yhtpGxuH1Ukd++2m5+r/OVP/IG3aQ9yHh/9B2zsfD1Ud7ymv0U5p+qnSnNn+oxWaUajnbXwY8u5xQs9B4QTm1dIJPs8xoYPGjsyOqn1ywjo58bGLtyd7KAdSs1CJSnXvrlGaXrphs2eLnJIykcIwiU0uVVPqYLKRijd6qTr0RgrIPbJi/tozhSUxFyp3c+Sdt/6roDpsMbXmpzUfp3h8xKLlVDm84cuZ6892+Xf7a/EOEYdpaYj0XH02JT8wPyKbA9C1EGwfswkbJe+QkFgwW69DaDZksA5q1jEBioFo1Ub3wjqAjobSxIrdxIUxnHW0PjfsqFPHbJkVG42jKgAnzGypsEh4lBRD4NiYMTN94WkZwQgClM1Dh8lL3sjYP/qhyv9ZTLythg2LOJ74/fDx46nxTaqnwaWem/y67s3Oz6y0j4B+Brx66G/3du5RaOzGTJqaBAbRKd7SwXryYoe6dTcCbgTydwTU1IRyGiUx/toNf6WZvz2/UO8kj0tOz1NHQNJtr0OSuWpk+0FxdtXHt6R+eIdPqvXW839AtfOoQ5xTZLVOHvn5YErYLbdca54vUsddGsyZo693ecThVKuJJxY8GQ4nvB3xbutD/eE1nYcMybrrUU95/xfJ4ImvLgl9HbOc9qn5ZQAqzw5Fcb5+H0ssuAgtP1A/Iv9m4D1tDbovCbf5ovDqwvX90p5D3X+XXerxfDBpUr369SIjq8Mj7rL3+7V4SYU5C4fdQvOSHhNWfdCvqZwOnTQlLXHv0ZLOD0vO8Z++2lzg3uYR5o7t5cZ5AYQPCi7Ob+ld5Pwk1kg+doxebmMS+txcb/a4FTcCbgTybwTojgPJrLhqTm56NfOv4xfj2Z9M0GH05SvqHfykS3byqgk96H3rn63YY7dP/P6KHfIH6hmfNb/l9qqz7E8cWVaCAsipe/gd59mpe/GW+sX9lv6cyYALtXVHv9+PHUut4zxsXICyH8cuQOvvB7G2Bmrnn2td5ggEBOzbv3/gwGdHjx6dlJQkzl1mkw76nCNf4zcvo8b9V89L0B0Yev0tlb12sfRfY1q1WEI/q51XOS8gL0UjY9+YDtGj5+3yBeQc+WFI6wgOS+NPvznkC3AlbgTcCOSfCNDbOPzMSMwJSv5x9C/3BFOEwPBG9zej9fHUM+JPXvnu0IYvH28seTCgRt/PJAv7BWfsntO48fM/Jm57vdsdyJuNH4/bh7e37Jo9+Gk8ET313sYRzTQDjMoxh7+j8y3JlPwrP9CsBvUUpq6Mn59v3Hj4tMVT/tOMWu9tAVXiN58/EilqkcOnrTUPCQmr349+9I196jbBk4ve6CGgf7+xzMTQe+1jpg1vLB0BAc/N3uXrWPLulc+opB/w9Gw4/c8pOjBY55NRr169umvXrnPnzKGbrq6kS+mHE2jbP9X3vvDzWQ0oRKdUCud1yoS0zwswLdBL9g31qn2Zw5/ZGbft+2OnTYCqpP3Y/drabxyIXrIu9v+6rut+d4VlR+xzfm+423Yj4Ebgr42Ayg/mpRzxxqv517qYP6wjm9JxetnMabRqeCe/+5Xz3ayIfkvWTdz2QTPKd6UPZ7csF3g09q0KTQbR2eYPl4y7LjNh48FyiHIe4JyctLi4sTUqjjWi+k2a8MA7z4xq+lLjtE+7FqtcN8J4Nz7i9g5doguHVfSbxwOC5UrMyTWrPqWHlEqWItSZX+PiZsXFGRGPjx07tlLRgGPfjK9497NGq+dWfNTm2IrJXXo2+t+vq9a/2JSgpw9t3rb4WApSdMbCZ69pOz77zfkxN5+Iad37voxrdkzpUY3lJUlesOvLix+tn7ptQ1JYULEyXo6lTevTfGLS47NjJoT8vuNIyaJE55a/NgL0G37vv//+0qVL+/fvX7NmzSvjTEAhTM5qRvzrypjjHzeeV7uEvhgZMS5567N5zYp2LZkwyzBWxkxoVtq4v9YP38yo8cnirS2fuEKRuVIBce24Efj7REAd8ug0iX064p418d7CcRMH9N20a9KkOPr14Alrut+GU9R55Lub575C85KIL/fOb4sffDdaMFceYJUcmw6bs2BUx1AjI2DlqN6/ptCJjPJ1Og5q1b3nqejHn3gir6eYvlyzbGn5nxYM7f5RvFFj2OuNSwcaGQZOeESN2LvqlcrYtmnv9nnWMPrt/mLszdSsUzckKb7t8Fc3Pt20vsrixcjF7MSvaP7Rc+qOQQ/SdKTh5MWv9Z4SM75HtZB9kBtRo379dNi1RBbdnIdSweFYzr7dFJRWVZtGR5c2ohngLvJFBOjxtEGDBkVHR/ft25d+WejK+JRykl565HUBRyynvds47GnaVXQJC6CPCQrdvvpkDbpd/rwAgZtL2tMjpsV8FBFCr2HMLlT65rzmJaSQlYpzw/eUCTCVm53MNOtuxY2AG4H8FgE1NVGXdfRzOvZpSn7z+C/yp2TRogGcV4eM6ddQouY/32XsWU64iJ6NeV5ieusfrLqjxgyleQkVdZKZ+XPodfuUVPM670z43BkvPDDDuD2q8zvzBz/2YE21LQ2jQ5f2PC/Bbzd/E0ezltaYl6AENnr4cWP8U1v2J9fHwUCVjBMnqDa1561Te2pRBBJ3RgrkPXu1w7zEKk7HAq9v82qzicMHlwmYNmjCa4P+3dq6a9dScWt/WQToRQBX8srOp/N/GHhXS3+jDW42asXy056goKC0PfNa9876IuaR8GwqRoXr+IXPxnkBvqyVIuvXuSOvmbsPfNSsxXeGBfCLlLJCK93o0+8K3Ai4EcgvEQi0ny/5Oz2Yc4kDHNVl7FtPPFG9wK09x3Z/4/6VzzUy+b3zXc5BdMWnmAB7xRus+/RZad2+gDV9Z2w29tuV/t7ZkJKh3mMnNFsTj9BpGEngQSF5JvKmwz4ZElUmOxvfLD1FryecsIT4/iyAw73Api8u21pn1pjR3cc902bcM0MSs1+/zpwlOZBu44pG4Nprrx0wYECdOnXoc03lctsOvaVxP8OYOP75OY81fIhPKyqLdDtIIO0Qgbfcdc8tLMopT7eppreMjnbui+cF+BtBXjN3Lyw/QXxjjXub3+Luml6hcZtuBPJjBOw/EQ//3PMleWylLJoKVOsxatyU9wYNiXovKunJOiUM//kuqEWUsTgu7qfjRpT9JLp/cB7WWJx16ly91Ff8vO9sCC57Z4Qx69ej5tRk8//omnvEzdfK91TFH1QczYDwqs2b13eYZPm7M7967eGn7WfLfRwLjGjebWbzbn3faB81ZGzc3le63uI86DhI3cZlj0ChQoW6devWqVMnOkVx2Y2ZBgIrvxAzemKTYZ1uD4ufurpX9I1G6u9bvl3UoffaDalf17Zd5Mng+cQ5JhXnBZg2L7AS2f7JVj2ndqraLCNmYuMqIUd2bdwVdGf3aOsXuS+Qx4W5EXAjcGUioH4wxuv5Aq/mlXEl31qRi9L8bSv82dkrI+gxhLpP/ZhmIN8ZBuW76bHxiYn7Nqz4fHrsXsMIbzdshGHENW7yxNItu3dv+fqNZ9/YnifYe9C2o35oTXoaKO7paSu2/HqE5kV+yvmmLqRSuvXLTxlxgx57bd7+I0fWfzE6asiqgl2H1OMbc03G4Mqt5/QJXDWkwZMTF+3et2/blq+nTYshkyKnx5I7/GfKxu3bv1n66UdL6fuu07G0Hwd2G7r0m22Jibv3Ht5P854qZd15iRnav6DSqFGj6dOn00M6V3RewgMtHz30981fdI4wXuvZtErFilVur9Oh92sPDuzxL989gj5F5y7nAxQtVSkvgpvLhJhdqh5a+/OEb/pFxfVoEkl+1W3xcGyiz1M8po5bcSPgRuAvjwC9qF7+792XKJXdv+yL375r4w8/ynngfLuUV27Tk4N0vZoeSThz5kxaWlpKSgq91OHo0aP0M4N0G+C6desI9ueGkDqZJiCtJuK9Jlx+mT+YtlrQwAXUOoN8Z23DnlN/EszW+aMsqdFvWzrEfsGp2z7mN0eJXvqCgUHqHSrAryDLXMYlS7+5TN9CXb1m7TQFqsLypxzy9O+mwmEpTfu8n8jOEP3wCf4AAEAASURBVP6nyR1spo/NGdZOo4yCXT9W480+9MnAZqZcBuhwLH33ENtRZPQSH5e8XXTblysCEydO3LBhgy/7hXxS1q5dS7ekUCGwvfiyXYAk+9jhxMTDVI6lZl8A/ApC6PcxkpNT0/OZV1cwAOcxRZueciZlTsqflEUpl1JGpbxK2ZVyLGVayreyk5yHyO12I/DnIoDf0LHfbkIHobO5ZzOzMi/Jb+iYh7TLUbEPnD5R8oFBcs3N1W86yKHPWIMGDS73SaC0kyfpcnpwaGiw/UJ2RtrJjJxAFtuH7x9sRzjqGSdPZvhQOxAX1MhIS6MXQNCLWUKtL7CbJna485msDamLzJPtOWknCeZrjrXphoHQYEvb4RgBMnJygkPDHRG4IM9c0GWPwIV8Ui7db+hc9uG4Bi5fBGhXcX9D5/KF12W+8AjgWOp1f4lX88K5/rHI0HD7nRg6DDhQ67pt7R9sAzirweF+WZyg87do3mSC0n585pFPItpXnPjMfKPV5GpWB729ze9IDLu2pnE4hmmZ7nDXbgTcCLgRcCPgRuDPREDda/JnKFzdqywCwaWqlP9t4rhpN/b577bpvWwzk6tsHK67bgTcCLgRcCPwt4wAzpp4XdBx37f2t9zS1qACr+v/wRf9rbZbcyPgRsCNgBsBNwL5KAJ81sR6RyJ75tXMR966rrgRcCPgRsCNgBsBNwJ/8whgakK3PsmNonK+xGz+zYfuDs+NgBsBNwJuBNwIuBHIfxFQ95rQdIR8M2+AlWb+89b1yI2AGwE3Am4E3Ai4EfibR8C9DfZvvoHd4bkRcCPgRsCNgBuBqysCmJqYr/1Ql3UC3JtNrq6N6HrrRsCNgBsBNwJuBP4+EVD3mtgH5F7NsUfDrbsRcCPgRsCNgBsBNwJXMgL45WGyJ3eZ4AZYOofCkivpxFVri2dx5kmnq3YYruNuBCQC9HpyPmdqP2/q7t//oL2Dfq36HzRad6j5OAJ+fnnYvBk2H7t9ca5Rwr04hfOj5dQSlipzX6UJXMZB4736/DddP7fvCnbh4/NWsOyo3UKo/Ip9hPANd5jj7UHnKr6K50LrEROzF63wqMFyAw44C/2Sg/ywA37Sgeq5ufTbKGSOUOXLl7fbVTxqZe8RuJdEu8VU3Gd3xBvs27bZYdcJ4SQwAbrbl8OUCFYBTUWz2634jcAFBNavnit0I3CJI8CvXOPkRcR0voTmJZf0Y5z81dRlFdo8FFHC/usyFzeGnOS9q5atTUg1rr213n0Nq/4BIvoqcCkHhY8v/aHIoYHI7fz2+sUN9cqi4T+PAZseJ8uuopuM2G/ZAPBau66HowTSlM1kQ+UdZihoDhunFtnjRDJTTFBBQ2JKxQlyjx3w66bpiVay1qTNvUysxbKlxBbVrf0PDZgRoOUMe0xydHAxJyX8S1P0a1P8k1PZ2QmJiZpDkZiDpQFoZwiCQkzmkgVYkLuQchGAbinjZtPyn3lEbgrzIDC1UVH8FGy2STT2aNmgAoRrTn4bxK26EXAjkP8ioJ7Qoc8tPrqSDDknoelTMnZNZaAsqr86c3OOD8YhSP25Za8uC35OdQgvppFzbG2Hkje27DJ98+bpbV6K+wNEZho186Z/+4SzFwbZBVRXMkqMZz2U4tVPGnNGVkj8yLEkYmB1nTtZWS8U3FwJ2mxKhcFOmdb3v3Zi/beUJjrFURoJI3kY/ni9eRjjJSSZlySvprbg1a/F/tYW1Ao129M2xXULZg5Nu0Wbi3otuD8rjCWIuWlJRelTjTe3LDhgFDT+r4JncqtO2Te4UyPApnZB1FSBJ1SFBSZE3Va4C2RKprR4xWKqgQAsFqlCm2ABwJQqwCpSwRKDcLJ5rcheWRa0tpiCR9otqWk1Ta3VtVyNQbSc42QCRIFtSDDEACuDSQqaBOYVQqblDEafFqg1I2mhgmQOwa24EXAjkK8jwOcgKC/Rtwo+ZQJnOU0h//iU7OxMw4hetufzusXObFs5vVGXWtdEnOoTEeYD1IKwutmn0o2wP/7TbztnvbQw+u2kmGdKGMYkzXpRa0lOeqal104K5C79R9+/aFKG71lIZ4gCLy1FaiInolAny7mKBUkCAgoU4EkeKKGtTKFLVRUvrxy8gLOS0AJuUpsiS0PTaZyFFTANRNh8xgBaLvpoUCCAdgAqpouKW1DUoIoipbo0ITK94oayI7oOPx1Y9EMgOsAh3A48U/hwsg+irZQZZ9GRBpwisgJqag3BWXKdVdUQCOBrjJTYKxzTeFwFChRgKlgSX23xZCG6UVTQgEMRIVdAJE3GoY5zEPTfxJFI0SsogeAAYQL4iwPgjOYwUa8wWhS2sQBIBcZQqMfWKTJZsrY64osOdmnxitSVFlORlNpgUwRwiF0SU6QGz1hFvulg9mDGkOTKAIDgEFY4KZ7ahEQMMU8w2I0CZwsQt0VIMeEAAgajHjrPq6NF3LKFYICNMAiOYe9W38JY0124EXAjkL8jgM8rfY7546s89Wr6+n9NhTIlylRs+ND90YaRmZ3XeZPUmQObVG/btle3/gt22U52ZOydOqwbmePSZJ69y9tSxrFDCfuPnIisd3P6sUN7ExJS2dSumcOGzYvfFTPhjgIFChasMWjWLtbL2f7lW/eFhhYvXrzvG4tOKKqcvbGfybct5ErJvd5WOEHi8EX5FEusbAWKKExg6yGxnQkEygZr0AKKrKDrvLY3NK+iB4EUcYLrlpCa4FP53G4ceRgcUBOLUuGGMOoqdQiK16JHlA42s6G6bbQiYU+Ykbuoxg0S4yYGZ4EntiJILEUobvOYvJ2Q4wvBYJTRUlEUatCW7zQMxco4WigIqysK0BEhGzTHKRUWQtVU4woMQEgFXfi4oMJ2WUpHSPwnASvjGI3ZKR9wWQSxELAhpSsMLGFd1PhDwQs+yoKEisKwCFMAbrMrdg72wmEUvQBzj0lCFVMXA+L/8JMHQAvLC+iw2K5s1XlYan/jOhakwSteqgXzSKzACEpdrJrlFnMIjZ1F1dkg7FBBdDjSqFBRAaMomIpki2LG/7RNd+1GwI1Avo8Apib4UsFFvPVq+g7hdHqOkXNs5nO1Yo3XO9ek0xl+S5G6D78y/tGWMxZOPnTGmr7smj2o15iDy3YeOHhg5+q5T95SqohfZQhTd3SqUKnNmK1bx7SscE2FGytVmrkTU5zs1B1jOkZWa7pgyKpVL0RujTmeTsJ9S16o3eXFe75cv23j/LQxPZ+YtpWECStH9Rj+vgxNJTRHWiQICjIhUhlBGCUSCEwlk8OUKEUm4AVTMI7ZiIQZcEhVR2HQqf/ezCY/AZgZfnIRbamKxM8QTLCF0DUeElkVf4QHg8AfqVn++9aUD+wy99qPe6zPdFjwxAHjJF5VZyG6RMBQphLTrMXCc3rBMK8Y8vai8GiPVYV5CK8CxzWGaDxrWCZNfcWDNrRpJQd/EEEmUVJd0pADoQDByDZ1lz60q0mE0ldWzrMCMT6PygCvlDvkC/sAn3Sx12FOqwGJIiKs/BUtVe5jqDIG1mRHqMZMth4nE0YHY7KUFWvoGKrQCAFH30lAqlI4D6ElGoxS7EwIgfQh4FTFaHloai0rPVVhXuggJggp6m5xI+BG4CqJwB+4qTS2UckgHl3vTaeGlMlznIFV6jaskhPexgnAFSEjNuHAibqNazbpUNXZ6WyF1YzxeDZPaNIr482fhtR09kUvOxjT4trsedGR6aVpcpO8+uWJRucp3RpWDMr9V++Xb2s7ZX1Klwrr3vzYaPESJTIkJ6xw0UqSmpNNt5ACVRqUFZIglFGozv20IBGWnPWoDnapA8d5UFTOshKrcSplNoYwkL1Cja0KTOhEKDbFLhvJYwicwGFK52vLU5Kwp/CZEMyoyeGyquu12UUVgE3/9VghZxqqKHX4R1jguRAXXxtimTrXjg41AtMRQcuSsOd2Aa6wCYHRt2PiEbvEwOok4a0gDbKGDSFdwm6z4Mce6DFeaFBhVVwt0AJQyf7D/RgPTet57DzRI3vsD1sRU8zEDHAFBpQqraSlXVIdsj14ICzR3UqNZKBxeIEulqMCvAwcOyhqVFisDADkKGJBjcLqEbF2xORXAOoVPt4TuEU1rGEUIZRu6YFLGo41YiFfiJhFNiL7yRTgFrhYU6pQQ1WoiZlYBcBW0FZ/etzcrwIg9IJ3l24E3AhcBRFQF3TEU2QN79TgO4bo1QePrh4ZbRi/nMzw7XVKcrJPOQURj703d2TXvi1rlSwS0HbY1L22Sz1OYN6tzFPGyDH34iHHwPZvbRnXuaqRcfDHeMOY1atS6XIVylZo+/J249awgpmH4ncaxvJXFJHOZL68NGYaOMbOGEqAKlVzGoTUntm4pYRUL2CdRJYeU8CxRDRVkRyMxC35FaEmDPdjAeNMSFcDUKjOFAwQMC8VnbUCgFkVifSIFINiVjnVjS4Mjgqj/BMKgX0pLOyiKRZ3xUcehQhgDSY12HGg4T4HAvGQYguVaUNVTA5GQ4hgYSXhkyVMqqJO7AOm3ESHFQNWdiwoHviPwOCPF+yXRjGzbliWSMxC1kSNiUCisOyB1HkYugP9bIDNUUN4lJbfFajghq0TlPxP08p4bf4hBt5FoiIg5lQsJk6cZ39J5ksgIjDjv+UTafD4OXzm8Ezf4Av+6diIPRZylZURD+EhGeoo7IWyx50sUvqyYgi8UR6xW7IwAcolq+3W3Ai4EcifEcBZE8oW9HGnT7GZAyDEZ9x/CS9ZpubQ93qPqNb0iamnFvTM+yZYU912biawfIfhn3qee2v9illD2/S60bjeM7qJibuQCr2BIbKwnLbR8OCylQ3jgUlbZne5iR6F5Kchc3Jyfq9oGA2HfYaBqD/UMFy/BRikQMmEjASOIsNipaOUGUsaGkZrfGNEKvUqUGAlZFm7cZOYDIIIIYejXJhEDMMEd6hOsDGhlyG2zPZJj9bMBozG09rpHW9ubcSLzdkkEN8ma9dHHeZYJv5DCa4p9/g7NDQhssaG4ZgYdpVI8GXbLiYEY5jK7ODhiS6FiXTpvBT9Q53huCuSzaHJxdSHB1QUg3RaSx6HZldIoNUfA8UiV+Es0TGjBklDWTgLReGT4cJPfMpYXTjQUB85FohZBQCbYqQVONRK9euVSUvdipyg6jyFItBYnzUo2SovlRE1anPoTAKkpU5VtbUgtMKVs/3rpduTPYUYGRRese5dd5QO4mFCQlNu7iCXM35d+tmM/6372ShaqsqttR/o0v7m4pQiJF7UjcAoVrUns742pMZpEoObmc0KCOQsi+hwN6h4m4j70qP13LUbATcC+SoCPGngz6rKpOSd+UHOy1OaHQRXfW3N65Mb9RrzVfToeyvmBSR5McNIOXrg2KFyYeXLBBvJ8179MLRtp7tuqlD3vs6d2vSPPZF2Dt0L7irT8K2oYX0GLLjjo5Y3Fjtx4IeFMaltujSq90qDMS+NM17qQAOiRMTDOi8lx8KetjzZ8Su/2GHc2vqe24sg4Zl9fGJdqGlyAQvIqVYYOT1Cgy1zPrWUyQ9KlPyPH8TQzjEPjEh2pW/6yMBcYEpVDSPn8PJ5cacL8VHA4wkKCS9/3c233lwukNO71hAFGMUfWcPBUVVRIza4ANd9C8sIzEdPjIouzphA6iSRtiNi3SmuM6/FCqvafXKHzepeeEB1tdJSyOAiNBU1u8ptE8Rq8ETEPEDLMcBAg15wsMO83WwEjirDtGlHD2srR7CphYuXcJIdIAzJ7fZJzkLgaL6C8QAsajYg22USEHMICcvE2LmggJiJnjgp3mF6JrQ8SObnCZodJFCvJXyBRXWKCXjYNd0VOPvkpUlNGTA6rb6AzNhRDw2KswSG8fiGpPfuCIWE6BU2c9+LxW4Zaxhtnuhf+siPL3w4IbvuvS/ULo5xS0A0ULRMmYiJ5CxGDO/5P29c/gBahjESzKXZonio6LFiXiy46i7cCLgRyIcRwIvqzQ+/ZD6r6eNvUFBhnmygo0zDZ+YOeL5jy9Hd0ydVzfvpYDqnMqJl5Agj+vtTMXXDwkoW/rZp5POauM3cndG67n/tPD0CjK+EhHWe+vyzw5261L1JWO59fnYHw6jRa9Kre3rYE53KZgLys6RkxYdu0mE1CoXHyIx9oesgY9yx5pFFJYuTTHIexU4SHB9rRIVZKf+hhycWctS0Z12QcpChT3MPfiBSE7EekZCFk0d++S059KabyxXUFgESkxm/j+ncOc5rCBFDNqx+7Y5wgPAfC2bCEoxkLeX33QdTwm4GpwgZp6CCYznjsWA1HDWoLsMSJkbRKAIyT/y8K6lCxC2h5qkxZQ54cyIEVZKzX9qA8k744KvTPgvIM/qubY8hSVBwHPOnoSZ16GZrMhDgpaateRvjXhymBYANRIW17AtYxn8OCPoZwx6JCUiUmpZyEwuRU1jYf9AKVkiFFuzkgnKTOekgiwki8FaBjpqsmD2TPphUv3696pGRPDh21M8wiQNdUujC4Vm+eMi7NsR2Q4Jhl/To2AN2kbZMARoAYUjGAwkIoy8iUe+cXN03NDcl9oOB9/T/aNaqwTXaVRElZjNSdy+necmrKxNfaEzvRA949/SJ00EleauZ44Ab4gp/UJRpcYYM4aFuNNgvPUA0OW7mAk2GaQh7AV8VRLfdtRsBNwL5LgJ4awAV+lzTZx6pztb0dTa4ak+PZ0FNdQknuMN40jnXvMQIrvkpeKnQvIT4ApsMWeDJTk9KSjqalJTtWdCh6nkuB0U8E+N1D6yvhP0s0e6VZceP/LZ3b8Lho0nTBzWhOZRhFI/uM4GyE9+5gaOOTl6sYS50DhMk3+jB2ZoVSS2skmGULFxI7iIhLU541ElrneQ4TxKAE7x0CUrdNSJUFitcsgoM45+dkZ7LntmiWuRtc+jIgQI6WughBOJ01D0TfpDgnjl1cMHr3Yz4sXWavpkk+ILiLnsprkA/c3bL26rfNldxMrKgIpdEbwYFFRkVUGzboqEme0TLzH3zb6t924xfshyWxFvWxIKLDIBGIAUj0l3sq+x6dgcQXrIDFOsIDaIg3mk30Cl6qCkwqjwAqagl6CD2MiZA5RJDlV1lkldYwBkyYXFyD9vU3SxRDUWlRUpNhQBEXEgsjOhA2LUBa5wWEhD6Q5HQwCEUI2D//n0DBw4cNXp0UjLtBUIlcfGzJA2tyTXd0Gv0839/POwDujVaBiJmckkcVKLR/c2omXQ6Q7oApP8ouK5z6KjspwFBxcqUKBJw5pe5zYKaLfrlDA8pa8noXne0fWU/Jk0FCpw98J9mNab8cIIU9339cdPAwKCgoBrtRm5NyVXmTmx6rWeHggWxI0e0fumn4zkBxuEJPWo++u43ufAdmzp5y4zqBbp8f5wEAfvjPm5C0IAAAv940np4UNjcpRsBNwL5IQIF6NhGfmBSgs+wOoMizcvlX2BwiRIlypT4E++uz8Oz4NDw0qXDC5tf3xnGWcjKwv5UKV/x8YCgUpBAVSGBqFDbCMhc9GL7DqPmb/92RhNkwgK93lmbYxz/pG8zJOnqbef8eBzSApmLh3foOPqLH1a9TxmTSsfB044gK6Lkntj65pMtArk89Ny7v6Rwwibqn+dGR7/w7Y8rnyBQ43c3zB78NN3ba0y9r0n1Fk/NPgNa1udsKy7R7ERKkbDybZ6bNKdPoBE/bMlOYHNPbHq1R3syXaBggcg2L289AfO75wzRnHcI59mkzQqm0zoT5mz+YlxjWCOm6nN/Pg3jBQogp2M0NNBXfkrJJUnWgUX3V3+aVJ6OKNqkepPPdpxWLmJFITWPoayvBgAL6FcyWgkYRxGvAtj5iqluAe3WLKmuiVNellhICx1jAltVy1NzCExmyTU31v6kXjIy7kRqW6rDTid1JwHUweAt5UGtXr26a9duc+fOpYeuvUep20LKTmhb6PKyRfwkYWNa0VxrNceaewsVgdbpr2ZNp2bDOys7EAEBxW6u3cow3u9yR4vB0w6kqE9FWLnrDSNu5tpfEPXM3Z+P+HTb4pHf7csk3bRty8fGbSt/bYnjcf93U9PeJYd9sjZm2g2LR9aMmpjC1Bm/bZz363Wzl8d8NfVF0rrzxSU5Adfccn2B6f0/2A4CGkDGqkmPxhs3VSoTdOxrB0mNRhNOmkNyK24E3Ajknwjs2ZdA//fuS9y7H/+pvvuXfdu279646Uf5Rp5vl5R55Y5X+nGyzMzMM2fOpKWlpaSk4JTM0aP0k36JiYnr1q3DWzH8v0fkAkeWOplSadQ7qYCnTqQ6l2fHfvBKn6Z6Oz4+efJrEdTwA3tbYEEDF2SDYEtn6ER9uGRdzPx3oGI8vjudqbd9jJZhNO0z9J1Za/etn47eiM4TJ0+ePGstQwBTJX0LOWKeNRHhqc3vkkZ7PpVC9duj+km+JmFgny/J+kEfTr8wz7GvSaXpsE9i162YMvbVpXtPEf/vMaNJ2I4PDGTaiBiX7PGkH944duCD1Oo27O3Jk2fu5hhpF931lY7Ac88919hWunfvvmnTJnKC9v/zflLWrl2LG8i58CfGWlzwMPiTYkT06dMnivYJw+gxYQ32eZ+SfvjbxxlAi+Hzt3K/fMrG0R6UtB67MZWeU3+irlWv1uSdLfkdIuW9joS/Lx9BgJWHvejTsY9GvUN7Zuq2T6k6YvlBkCd/Sx+lXrN2Uu0CSKDxjy201SlnUuak/ElZlHIpZVTKq5RdKcdSpqXnC2gfIdg/NkTuwK9MBAxrarIP8xJravLD32dq8udC6ZiaYJpiRMzenESc2buQ/qp3fe8YG/jfwCBzasKwzrEJZ7gn9dOuBQ2j1ZZUz85ZvUjlo8042FNJWvcWNTlpUjLF1ISyuXTRcX8q2Yqa7D0pkW5/UxNhkKmJJqG1la/PyWnBZIrzFFK5WfLM6RKEj7f5d9PUdytXIAJeUxOZpbzyyiu///47HU7ooHKOSbw5NbGmJFy7GLdlahI1cGBf2pMNY8ihcymnfj9rFMOMnpMxf+KPRtSGdM+3rxYK7PP+B/RpajU13XOon2F0oDlK+jZzNiNatHxrPT6G9EHcs27J68P6tmoVRVMQ/Rk8hMlLK3x8dkztSdJvMZU+Bwkz/eMX7tTkH78L5JcA4OIHznniEo7cbafva+NLPNTrFu8IRPVpUwPvwM3IyaLlMy90K82ICtXaGKts2KjoetfLu25DazXrZsw4QX1ZqfQil6jIm8IEV6JWdCvD+O3Yaa0WNeCJhrrO7EbWhV8MDzTksU0hyNn7zfL5/1uyLn7nARbwZS5fTj+w0Ih7+xnGxM7V3h3d+cM3R/RsXjWQ3hwTRyyDSgQMEnZaxiemNitXQoKQkUXv5M37XmhTx61c8QhkZWXRvOTKmY3qMvatJ56oXuDWnmO7v3H/yuca5WE6tO7Dw7IaNOhRMXrqxOVvPFGzSp3WdFZu7ZrYlOFZA2MebJW9r2+Ldd9/U2CiYSyNrmYYP+NDEtHvizcfKJRNjwgankzPDZXp85Wx7D8N7hu9pd2w9599sdOyA9G4CopybfvJPUf2/mzL8Xu/GzeVzlnWDieskQeJqLhLNwJuBPJLBHDAomkSXbmWirnMLw7mSz/s04WMLCRKLl6vl7NmFYKgJd+ca94iQkpB9GSl48V1dmpFe6Gr/T+sJmiTuyvnna+9qPJI64GVJ6QnNvtw0ovPjHqixazPx8at7FfKzelescv/zWuvvXbAgAF16tSR70EX6DCyAe7P+MMli94HUK3HqHFT3hs0JOq9qKQn6+T1WxZG0PV309x81uKTp3KM0pVrDaHJb4smOMNR45ryGdERxn3Rd39kRI2qcz09llfhrihjVlyRes2b04M9Vknb+P7oLYF9ln4x6j56pP6XSoahP4WRrbpEGPc0aHK/EW98NK0JMl1wHiQWnVtzI+BGIF9EQH4kl86cKG9kjmI284WPl98Jyd368umlt7f/p88MI7QosiNNRQ4c1y9zyUjYMoueIwqmzOunZOkk66ePRXbF9MSVz/ecahj9mkWUMNLidb7u27jO3TdWsggcnBo2/7U+UbUVTB3Ggq9r3e+1rZ7djxvGqqU/nOScbsTjwHA/lwcefOC20tZpkuBCcn7IMmSrCSWWSqgFNszlrWqD2oHLa03Y/wqbelyFChV67LHHpk2bRvMSLbuItbhuDuPCNfErFHRjExbhz85eGWEYT9V96ke9t0NsGGnbZ7Tr9vrKDduOHDmyfvbY3ovpRqj610PnuuavNgMiqmMEneEod3tLNIwejzxQCg4VbztilGGMLd/6pW93Jybu27542odfJ6YbgUXpE5Xz7VcrtmyZ98ZjxGYkJe49zpcXy9btR+ck4+ONiBH31QhjsvB2L9HtKD4k3Ocu3Ai4Ecg/EaBXBKjrOOQTzUvszfzj5WX1hNIenTjCjV24uG5Py8qsJFxp2Ovn8Sru6e7/+Wx34uH1s0e0HZ9d89W+twUbke16Rhjx9z38PKXXfdtX9qvajTLxsx0jQSWPSsEbKaE16fHLuKenrdjy6xFndlcA48s1y1bEUlkxa+LgohWbU1r+aPOLN1OW95+v6eyMg9NTsIik9eWbrbS+51h66u45//7PlI27E3/dvocvNdEzT145fdviqZPlThrxZU3M1zRSx+kf5SSPh4NKAgkuBoiYc1PBzrFSSkx0DlieXaIIFnZA4dBWJU/NP9wBYnOwqF/J0qhRo+nTp3ft2pUestV21UjzcsUpN12/aL9xUrCY1irX7Iv5g+n3I+qMWKjdwDow0Fgw44XmdSPopE69zv9p2uf9n//blmczRs3m7QjwVN+mtFsann/dP7IpXcLp0PwWCWD56Bd2LH4zYvHIu6pWrFjl9tY9ex9Nz/UUvvXZKYOM+IktatbsuLbs1MmD6RH6O8r89yRGHHLfUzSbMZ4a1tk80VI+eujOJeO8SAjjFjcCbgTyVwTk1lfzZli5DTZ++64NP2zBp9tZVo+kg2jXTeomzuxlA+il8W8fdWKuWIvmEee9uc98QsecdJB7mIE4C3iys7Oy+A505/3nZ8+ewj2trSaegsqpj+mG1laTuX72zM7ZtC3f2XRCyH6c1J5uwROY3C3bKkpt6xoDPzkKEGKTtO1L4lMlovPSXbiVD9TxH5KZTSm4+12QZxJWaOS4JJbq8zp0Q5886aN58IzM+/FHswRFy41T6KjApdVzUycN4tpoInFw5uZu/ORZEzZFww7uoFM5ukQ8HnPgtNDiwKDFtJ61I4Xidvbs0Y/73MHiiA2ppn1bhUC4BVPd2I8OJbBJ9JQQAdLFpAABF0h0r9dmtMTeNSiRNtvn2BJAyfyxeqvn0QaDs2ggS+WmU9qnYNaJs4aQl1wzOdZeYOlzCD2eiRMnbtiwwSHkBo2T9my66YQessjIyDhtPct2gu6QPXjwYEJCwpo1a7CNsKGo4EEMP55b1A7ffBoWDjXudoiyziQdO3bs8OGDSWccck3EQomh+VAINhacyjxNj40kpaZn27ZiZsqJpKRTYogezzt1OpOxagdTrHZLWWeSqRCJXYi6H6wl1e79jdc0WPcJnb/x9r2KhhZADwyTu+YRhy4z0+efslh6enrtWnLIMTvp1UXr25ast3DoMs/oe1M3TyhWq/8Hm0710a9gs+GuRNUeZfpEUeaSpaQw5NacHHoKrl69enLt3LyCLuPFkkW0ECpKTHTmiN7lIG+vwNde+Z7NFY1VX71ZJgRqsCLhRton7cJ7G5PPLHw8Ozk5xwgsXjyEoeBgnoyT+GnEwNBwfocqaeoCdWVeaNOTkzMKFg4JDQ7UykwgndaS9MVftSQzuWkpp3MDw4uH0CiSjx0LDC0RVoRJDLKeTpwhhQt6znqy006m5QSVKBlG1/ROHj9eMDQ8rEgQaZ8+nWlke4LDQ+i9sWCX26VzMlNOZ3gKFgopWpgeOoKMwkUvnzh5MicwODy0sA6Z9PFlQlFmdXGdjikYrglhqe+oABA6gguYbaFKhRl4AVX9J33WEoakaAfk0iWOa8RKvMyZl7qOpkWoasQpNa7Y1ZU5XpnxAdYf0hTjjKWdRchlyYpYmAw8XH8h0Hzab1ACRx8PFXSw0Nj580LHb5o8ycH/119/bdCgAQyyFVqrTQuRkqke7aeQc7+1YAwWXNFQBwPr0QLh5yh6QRlMMil6u7EbuqE2IiH4QyvOEqXe4agDeEiwcxCj8oA7WKYiA5yFVoGFRISAspAr4Px7Fxr1t99+e/3118uLl2iJNxnx6+xkSXEwy987FO7o/toI4JVr/NlVH0qvprdzJeqOmzvAGNNy6tq1/63V3xiw8DGel2QkrB3Wtjrvsm2nrk9grdR5A7vN3JUqDLvmDWsycJ5qeJOinXNo84SBoKjepG3bbq/u4msDu2YOGzYvflfMBKauPnDmLkAzEmYO60a2ChRoOnH5Xkj8lT1fvvTKAvTS0ZcPQ7zkpCypmXIaWjRgTmMqA2kqltJCK3MOhJCU8Cd6molp7Qvc0nEglb4ShhSjUlTb4qMhkmFwOIp6tzvSpnKTeRnNtoi/MOljDqEMc87XTpprlrKrmJ6Ji56CIcWKFy8q3hYrWbJooQLihsdDnMWLFsK8hErBkOLh4SF8jPAUL1UqlKYcCEhgaEhIKM1LJEriF6EDCxenElK4gAwd8YG5EBYKv44Du0EqOs9j3CgYLhdxTeCgEwWGUL9qKgvcbcq4Gyq6UA/sML99AVtiDb0mQNmHSTaMttVrIxBfCQcAFayVijaNPqqL8+hlgG6yggnliuoSodpecIQKB8dmXkzCrOWnOMNGYdcsQsuOsIwZFRj0WogabFERMPuMbjU+HqVyQg0ag9KFa9D2FzCWalpYABAFFWKQOtZoaEqWi0AAwHM/N5mUazBJ/7VzYBES4KFkQ1GVd2qMipS4nw1BS9sWbfaDq7Tgbo3gtqbRdt21GwE3Apc9AupVp2SHPr0yRxGb+GT7K1U6DHs92ujVqNEIo833I1rjInHq+vsqNVp6w8CdBw+s/qBsr3qVJsVjEnIoZsZvZ9QDJ9knvo+NOZTn0yepmztUqNX/p1vHb9r6eqeyC2fEpvAzLdmpO8Z0jKzWdMHzq1cPjdwac/wMGZv5RKUuY0qv2XPghzn1Btx38/yEvFiTPn5/c5ZxhPMOFsg5SFEq+1BNpzMeJ0126PsRV2XohJVkxzKautEaMiWVqrQl0ylGEhW87eGhAx+9vbAfW34PP8ie4Fb8Zg0+swXHglDikm0JAKPpzA9zMR0NFSPncat+WnEAoOAn50IMerGgHFI+MDGCIBWBWmjdxrknFJNFmppTtaDHGpiUwTfeGorDioMIrDaxcFEDU3Wm8Dce2yYFFNrsGRtXVHBMuaw91WtWYBs+C44JLbRDAuCAs1APU4x4bwPeGKSCQXOgsPTnBDuqQiOUjv3QuWnNFrkBPhCyX1hKDU2by7JlhZjhym3o4p+wUI2AIGUhU6pejVcUNmqW6M8M1EVNlvCU/1hu06JunxiaNpRh+EWFvWEHFTOLTLDCAKv67SvlDVY8Luja+7VfLHdyui03Am4ELn8EeGqCKQknEfnQ62Ye1ss8895n1NX7s/+ry08F7pr/TqzR+4vxPauWr9ikz9tToo2+78T6my94vUHeot88ZfBCY8CemNFNakY0jqpJHeb9e4YRvexgzCNNGtVsEtmkdNGchNguM4yhC5+ufU3Jm5p2e4HeeL2cT6VYZKpWruodxs7jxw7usZKQmRwpGUl24wzMSVbrIwxSIEa6QgvnaPickGQwJeLJjJnQWKjmNsF3Pfry6082LiSJz7JlEgLsKDiG0kFH/fHhx78t9sqhChwVWsBZIcGDV/ybg2a6ZYjZYg0ekQxCtj+c0NSM0A29FiGD2Ve1cGppWrW2capoCps4iiU7Tq6hW1aqykB2EFwIjnKPUHpjAoNxi2t+vYYJc1zAg0oFStbeAICoKFqsxDX2j+poohesyicWwikowlOb3MtXGSXpA8ye6EuI0PUtBGQowHKxj5TIkjctOwU/tAOyz8IT9ccVHQpBMtayqbxmDA/FWpAygRUUPvkUuCkFQNNZFUj5TT4VGIZiXOeJIXxnLjimjYttEcCODBA1GY2Jg4fkkCxpBSiKElAPd1p4wrAEisptR4XF7sKNgBuByx4BHMPw4eVPJ39qrWZexoMrRbQxjNsiKgggO/OgEV3/GoUOrtWpjfH9Aa9rN0H4Nbq8SurGj2Oj3+5WRfqzbQ/BZJ4yRo65tzx1BHYY/9P4R6qmnzhMjTFtbixC1yRK3fp/9LoDPBXgp4SWv72Bsenbr2P5CI0kqDIUZxy1QDLjRGUSAMQFWRP/VLLzwrGeldGAkn+c+SxKyXNCCilQPkXkSlPNgSR/MlRsaYHpoA+Nzrx8rwwdwvTIWMNpVpOIFEv4wM6xSPdzhxDRSPBfZW4fZ6EvaJ7F8Y+7WMdR6jMppYLhKBIzJNSDTv6TAwoPSeO0TcQRhYm4riUidyzZL/FMq9DatK2nnMygeB36rCS7DuTsIhtWJGqqwDqysakKo2yYxaKmq9Rh2pER8fYSR1hNI9Vaok4NDpmsNMQZAhUGHSdxzZyeaLGMXYUPtNoO1uy54lFyvRI9PUPXUvtaxYVFGCWTWQCMHEUkHCxI+O4uU+6MIbDMAx3QYW2aYTZZKLeEne0QVj6+rCI63KEdgNwcsH0zCorDjdij8K4PDm6ZPjKDu3Aj4EbgMkQADw+DVm4JRcPWzNNeNt64kW2eGSlmxP6s5yI5u9ctNCJLy2sugoPkqcBDiz5faJTKk446TujOn5YtoAcQpUVXdSIL206g0NmUopiJrOaHguiEMN3xOq3H7VrVuQ4uVc1Y8fb7y5H9zMK5S7IZpSXkRf4zMUhCyDz27MOpySmSVMWRUtQ6HWpLoKU6p1M4YNqS9KphstZ+mH12ZmWL3XKqOVtsUJhkgFiyA1yBB1IsNRmZGiu7qvtIJj6AgUk5AKQAMfOq4bGG8tfHuqIjqL/ASq8iVGOHBTmZbneBbWGhDLEmj4Yjq8ZFAGCcRYRarsaKQfEwBKsH69S0s5FP2DP4rIgeLFNARUywMnBqsPZ9iAKj4y/RFAG7oLaK97ZhOl6wr2CViIgJ6ca24T+pkBBtbYIpNQJeUo/o2ZcYGMjtMl03peYAwH0hRcLgoIX7KKIO55SnEKCueAWiwdAyuwShKUhMHFDTqopBwaydztSzOcAyCZ7yhCRMZC6owgrKaayEAEvhdJduBNwIXJYIqC9V9JnkjxvecYKcwc0LNFit1aN0IuOVqetTc3IS1n7ckS649Gosb+P6eFbsoWO7JnSr8Hws5hvmXMbJHHbT/ZFb+4+P2ZuwdlKfeoCG2a/o2MHBVZuPpF+ee2LC3mR6CjI5fvms5fpOWzsM9cLlbmxOq4by66wyLiz5CxIlIZ0ZkY44GSkCyjmSdxAFgDgyuAbE+QhSFG5KfrK4bTUY4MIssMF8rOt/AV71rJBli41pWzx/1A7YSFhT7JBJdhAr/MdJGPA6ljIEJFr+x+NnQ7pDunzSrwwXhpmaAyWuaijMsGVYRGFucdUMrMi4SdpMp8FKyG4Rj9gRHvjEhwbq1HAZl9gkLP6fo7AxZZGwAob/vDH1ZncSWKQKSNapYGQ8TvYNIKGjlfJTcJCrMzPiHfTYMJbcCSKt7rQtLTEEHXig9kMdArChy2STOoQmPzDaggwVQ7YKx9xqoqatEZzHYXEpYgzeqQItCDEm9NicNYGQoQDLaGgoFTEBKBFYMcS0BHxqRMyrFszCHWrHUNTgUIWHCXvKWbYuDkBR2eYam2FLStdeJxFYtDozMLc25K7dCLgRuLQRCFQfVGalj6f56Tu3GT6tIWdEjMDyrQ+s+aBSo3qTe0Gp9wffj2yCazBtXh/Zv2WbCmOM6KGfLXx7TpuNYXm9MbTR0+O7jmna9MYZhjFgzdY1kyMb7Tr4Yc0qfl+SWn7owTW/tWx0Y8n+7GHk57vbcsV3EXprrQbG8YZIQCq1cU0Bka+oA30q99G753QKE4xoKjxyk2Ki+3M4xXMPTXUsBo21JBJPpy22aYMqNJKlzqJqrTzgbYQ6/Zkp1JtAOhihHGVempvgzBgfy+AGB8Oe3KFBRYdCguDlIisBwkhGUwiYC7FAkV7rQMZCRUqdPoQk4GOGOKSoSEn2R5lSsTVYlT/0gpHt0wUrclVtFB9+ZR0rWKZ+r40rnMorHoEXgBlYl70QtzgA4GMXxBFuAQ0Zw3RA2G1AScp9BGFagbJb6DbF0ulYsgaGpzQdISgAe+Z+qVyAOjhBLwVVVVR4BcO2GSK9Cq5WNm32VHspzjgtKJWcbbGLtiWfDeJPR6ESlereXaNMkFhXCPY2d/vKJTuyb2hz/x30BYZMU9+xHWuWxWc0a9+8YPyKmN1phQpZexUg2dnB1995X+0iK+bFJRmhd7V9QP04FWsf27lqdXxSyVsaNa9R3vDkxq9cvCO7UquW1fWVXljg/QY+SLhMn2CbHVBDBIRktC+oP4wThVGyYdUmANQtbgTcCFymCKj3mtg/vvQ6EHrVQfqZ9DtrVb8Iqzmpyan0Co+wEmFqykK6LCtSooScQzk3WcaxY+klypSwlM8FJ+LkbE9hei8IHqvFl8k832tSv359kwnD5PSEDMUFaUflJpW2JdUrIXB2rGYyZZwctVQY6TCoBLI2sWyKU51DQYMJZ1ozfaJOuz6bs3dqJgaJ60i2GCYVRehgsHqkJmClohQsM1pgYk1ukKNXzFliIO0tYBgn3qHLFDErJKxAYvRIYQkv0Da77GChpV4tNOFCoZcgVQSEsIG8WW1dWlcrgoOLDWOrmt22zUVwfwjIWE5OAeGEiRHnEuSmq4oUDGxUW2ZKCKHrxcqfD3xG7IUuhsp7TfgFQDnqvSbimR6sOKp2JiYVz+A4m1FdIjXS3mocNihONXj1+KaUSXeEEqkaAwvT3q4RPsgYl/TjwHBqM8Xmic3v7P/79yk/Bs9+6I4+8+0Uqh71TtKi+u2K1yL6QYv2v/FARQ4E0Z4cH12SjNZ4/ZsfBtMbjE6Pr16MyE/8OIDIaRzkNY/JHkElkbEqD9iMHjeNT8eVzQgDQZSU26bQj7dXrYgG6L7X5Krden8rx/GVn4r1QfTXZNn5FjQpoWKbl5ACyy5kXkLY4DIXOi8R4jLexvJwkDKIsyAxyVUeWlIdbVuRO+JsQjtW40yZuiCm5bSmXGtrUdXEcqctwTsdVkqCtjPY9Vnu1JOWXcE6Xjg4icdCmaQ2mQ2NKudsVBxYx+CkR4GxUsXuIYlERwVWxcdBympAeUntxvzY0mioA2o3a6urXqBVlVaqZmP1ry9QyzHVznulnVLmNNAUQ4DjnW1sNl/9VRWFZuCmSeCUmmI2YpE5KFQDK63Np/7gEauYANk5hJR6RI6KVC1+VQujs6nyQuSspJVvd6cfTpi5ci+TQtU0FlbJMEoWpvf6mSWoCE0kKhUKCIh8Yq7Mn07Ff0Sk72xKQZPS09dPlQgKwMlYwxj34co0aFI1IPf372UyVDm8MIsC7OS2zzI8Nh2ANooeiLREosZmYu0fEBUB3n4SKnbIXbgRcCNwqSOAkxT4jNqKfE7pU/u3Kc4BOlu2Qfrp8COyKZyverEh/HPWsCH9eHRRpD5gf4zKiA/Wj3ER+SD9svqgbHy+fb4SG9yn6hftV+ij6vP58IPw/gj5g/jI/AbBB6UE/nz1u7nzItDDICLfQkoQsi6vHL7pnnO44rCaSwpBJaIeuMfoP/1EWrqXOpnSRA4tahDSHJPU6K3EdpFSWDxx/ZFezcohd21dPEcJMx0bwcYk/RaNwiuxs2Wad4jNRh4kZr9bcSPgRuASRSCQzgDTP/WZ47PBXmdQLpGhv5Lm0KFDf6V517Ybgb80AvSJthe6kENnImRJV3NwXSfHfoe6njqwzxd/NC7Ep0nTls2cRgQN76zsf+hJRxOOHC/Fd8Z7Aj0Hfz9pGHndimYR0K9c/mfCq4ueGf7Z8l+a9ahmGL9+3ntqu2GvB49+/riFcmtuBNwIXPURCMQ5Tdz1xYXXOM359yrly8uZ4L/XqNzRuBG4sAjY5yXmpIRmJDIpkXtN6Bf+LozsfKi4iQP6bto1aVKcYfSYsKb7baH+FeJH3n7tSGeX/i1Lp9TeoncW3HB3255RwweNW/BGj2qh21eONSJWPBI9Z7ThTk3sgXLrbgSu9gjQTf78z7zdxKt5tY/P9d+NgBUBPkZbTbemIkBxuXSxKFm0aADNSwxjyJh+DfO8qz1ixG789jDKseRj/3u12YU6ULRSy149jfhhG4+kbfjy30ZUv/q3FD99ocouzo2AG4GrIwJ81oRPk6gzt3wXGPl+8Sdyr44BX1Yvz5XinQG1kE755XDPsoXNSrc8wwgt+OSYw7yJdEgvh095c5o++IE43bKQTrkfRYFaCpd097Zo4YfZOq9TfvzMU2Syas+14M9ZIRaUPM3+gY6oLmPfeuKJ6gVu7Tm2+xv3rxjckDj8OFnymvKlS5tnVCqUpdtgba+B9mdX/MzMLljt/o6GMfWjsWOyx2c9tfi+op5kutDjFjcCbgT+ThFQT+jk2yFlHNu7fu36+IRk8TAnOWG9lHjfn/U7uXLGnO0n7VfN1bAucfL1HyykeCp4oICKNHSTWjhk6UOAdKqXuJlS/7R/Vmq3RfbFEThoeemIkrhp+fpn7V+Uvjh7qWOIwdAfxgwD2DjWBOKi/PMFg1AXPvPIMSaJeRrSV0dJtBqw5y6ajpFKjTQwDAzkvPrimCjaLUFT0VkkXnxeTbt6HvUsmihU6zFqXJSxakjUu+uTzhUKbT0PKktsuuHJyvaUqk/kX4wfvdho1bVhOU8W5jQcDBNfKM+zNSbErbgRcCOQjyOACzpU+BfR2U2vpsP11ElN6PuPV2myXr+j3oG9RI3U+Jn1GtXrOv1n4Uv/7at6Urou9Dab+ku7vo8u3eP9DUqSmuRAIdH50C6zUrTqZagTyaHxIxddWtIxT+YbOGIQkNSlj2cCqsFdTKxmMIIV13yXThd0v1NqOab7zTV1WbYsS3KA5h4CMFo5DMfZeYvCaUzk/mRiydajKWwiVP0yMIYYLnkMOewyE5ONA/PmYLVrebiqfNW9zjWPhQlkmqe2PW9zZwy1FcfaGS6L2gHiBm9DDVdA7pDJlu7x46zmMiGKj0iopv9YUW8X6RJFsaVJ7GvlhddKznvgNY6e4gNmLo8wjH71+21J9Y62wOx0VLdTSRdJTIzUeUnfPcJb9X2S6gV7d70j5OzZrLNUxzZlDpAnbfjf8pjlXJYsWbr9eAYD3IUbATcCV00EcEGHPv/0AgDlsmr6HUDYQzMONMs2Ak/91CuyTb25m56uXSo9J6hCmF/wpRGWqILXvnW46zqhC4vo4/H0yYifUCTS8P5iFFb75JHjuUWCjNxcu22d5mhGpcQkoRqWloybSmqJGckLG1KhbGJ+oxQfVdmCzN2oShWxJDnW8OAdCY4czPg8FzCh/xxnxdm2dlm5plZ5kjk65MKDfqGrSUcVdg+hogqWXEgXPTYTAvQrFL9sWBawAguFm9uWkLipceljKBFU50swpAA5T8iWxVP7sJSEe3E7OO8y9qHoKAJBf1xoSoIAGYY+BYmmWdBJMLstEGKoosg+karWAlihzY3OMpOSKmxYgAidYww2HDgB5akZKmQFKyroQB1oXrDArDMJyTkC3EA/A3U89Fr10govYC0GcpRrmsydM7DqQ+PrvfRQ5rjWAiIx0ThgzOkJoms7SawGIFdgC7/dLUZZSK9NKVwokDpubPPyzvh/Fyl/AyUBT2BQWcPIKkY/tgWVosULGvEftb8Xr0WRMm7TidtKX+DblbSOu3Yj4EbgL41AwN59ieQAJSmViT10ZM/NzMrMSM/I822wGfFti0Q22XrqmQialeTEjO01IbPL7OH3yqc/Y9e8+57c/N7/hm4bOjjr0SElY8e27D85ss3IKR8OrVmGMklO/Ly3+nfEL+V0HTn3reEdypx7/DnxTYIiu+9M71nVSi6pmycUq2WknO0XKjnMc2rms+3e2B92u3HNfS+9+kCVIvLQAS13ffdl43b/5hxKC17rvIeMxzfW8AFIZ2mS8hRGoJwPkfAoQdNBjXtYJnYhRMEIJIUKoSlUchyDQAIKRaIPwsyqKJyBgIrt+MWdANJ/tg6TcAwSpvXLIlg5BjpGgMsaHgPvpLJ5pHEkVHNVNoWFti9WRKw9YLfIHxjjIcNJMzgKywSIAdCmvoQFIlZUQ2KQEir5H4oh28EpDRT5fShzCyhnvdxCBPAPBV74jyy7jwDqogZLoSSJqSsxVBuROjAikGK0JIVPPH67EWHUzmm0ait/bNrQV/ZAzQ1WYg3lDJnKpX+ydT10ipRqeHiYPiD03md+fDj3118TGzRoIHaUmrkFyQCLeKH2OBqq2IF1XQDAcFVhLexKVIRCGCQMPAogVUwsOlEHqQyP1cUF2Sj6i5SE9iwz0DvSYMVk5dBiCPboot8t54gAhd59G+w54uN2XbEI8C8Pc8KUFIe0bGvm4Yf9l4cDazSrvXBEyy/2ylnTnBXjO8beVO/GYOPET5O7RN7YckGpZavn1ls4otazcwixd9FzkR2fv3fZ1gM7l6WO6Nhp0uY8TGhxYMT8g0cfts1L0OH4NWJqF6nz0IixPVrMXvLJ4XTrXpOcg/9r3kl+aocyFMGQN/kLJA4LktY4jyKXqj9kNlvRPXy4kQUTsL5oAUKF06hO5pxlJdWqKqLLMCaRjEldnE05oWJY9gJC8QpqqrA7tMB/GgEPCIbxD//9FCJnM9qWpG8S8n9S0NZlLYY0GVpsjon/QAzJS/iM8KAIAwvM7/FiQIEYZ0VPaqTG5aJjCJMSGOZVTkBIRfxiu7JfyKkVLDmyBJK4gsVR0KHiwhhHJzUUp9ogDDbNKX+EWXUBryIuqkALqZabJqwxiCExZvBoxHVNodzQTV9bJqdZ0Vi7ABtQ/VHE2G+B6ZGYYIm15hBHsVOpcAkNuhF5jj7YLL904NDH3QTjQSiQ6gcj/dEegX0XBmTPpQoX1tEUkLAnjrgJ0F26EXAjkH8jECifbnx++bus1bxgn0vU7PZBdP8uLy956NMOgcnfDZ9sTNkZjastdPo1+vWDMUPopSKVprSZ3Gtv0qfJq4b/1+j6Wa/GlYKNSs+8Htn0vXXJfWqWOKetEuXPc2KFXohfuc7dFTOLPeDgyVn3UV+jZn99YOMEhswoxTxMkg5lOUpokuNQpyq1KRSo0F9uWuKePb8ePRUQGFysRJnrKl9fLAhdyI5EBqNEDgHWWFrJkjDo8NCSgYyCJukBxhkWDF6FcPCTzSuQNJmFxaRKDPIHw5ZRBxcA/8/elwBUWaX9n3tZBAQVxA1N3AMVFDA1S8GlxdI0tV1Ly7FmqZlqpr6aqfmqmfqyaZqWmX+ZTsuk1riUu6WhuKRpiCKCigsg4oYgi3DhXuD/LOe8y+VeJRXX9yjnPed5fs/6vvecc9/talaRwzjUQy3iQYuWpJqf5C2ax4JIubQBKaYRnQIlAPBBhO1QG5rMQJNuCnC2Iy1AR7lGyqE0jGHinqFc4QbdlCZVAHRGg8KlGBgKTOKTHr3iyEy7hlSSalQPBTBcc5d6sgIWO0QJpzYmQQqyFKaFTcPm9IkDO3flOQLCe/eJDg+EGzlEXVXxrrSMwxX2ztf37tqWHnMBoqs8LxuO0hKbX2DzsNYdu3XCo9RwlKFGMo6GiS59BVnyDWr8zyx5/gd7SCaEIRtA4XgNoQEN/2OROxZBGJE7HdINZHSI+Jhn1I0OcmEmCbIB4KNW9oQ+UgDBrqwZZajJYRQA5YhipAFgNa0MWBm4jDNg1z/g7KX2ef8ZTofe+8a74ot7lhe49q94O128OSaKbj85KN782y/5ZWd+wXA5uKiyPH9buhBfPNTlVYZmAABAAElEQVQ6sFmzwGbDn08Xsc3cbxn5GXbNUBedy9FpjhNZQsT3wsEPRz4oikeDHHdwdCQE5AEQfPKZgCwnbLXlP30697sNP1X6NKmrKPxx4/cHTzlp3GN1UlqpbtCWVZtc8iKHhshFcp8tEpSEpb94wpyj8KIFI0OMe6Ew5KyDYzz5hSBMEP1JCWShCYOSBuVQM4iCoN0gr5kFDLlW3z1N2lODfEWHPMSl49kmw7jG81TSFLaoIIGmT0oCkuAiAGbVS2YxO5r/rAxr+GPlROLkkitoEd2EnOF/Si1iuaARLqSCsGiZfsVFnM6buyj5iG9A3eFNC/+zowL1VaR9Pn9TvjPEt2jN0i8PlteCsKgt++mTL7/b+FOlLx6lm/EorcaQsCBfWmBbREFjxEGIvjelCIkhhz1mLMClAuK4VSRJ8aFJZGLcXGjBwSSkuxeZApQwpA27hgId6jMCavhvAigshkseoDNYSCmKUU+PVQlYWysDVgYutwzQwkB9wHGkgqK6Dfc1dMCkd2N/O+b5P4z5YtHvVrzLZ0H4PnxWkr1xhhj6Sevgtl2FGPNJ1jeToxqu/GcitaVOQAt4k/W2bBzAcHgyFBUnD9kYML4Ql0Y0QJlyYHOdOrRD2Prd8WCfiCCQG+SsdIomCEEB2EpdQKCxj8TRpGYOOjw4ElWna4CzNUgvaiELbIC9BdtmF86mysxHhfgVGXxS+cEmgchZDQ44/cQPU0mMw2cn6udQqkI87ABwWbcDJOxjGECVuhDHf+wG1LJg9BQ+uaXTFd/7ljSBDf7WzIaohypBDAMnzeQMxgneoEMEpcq7chZFcfQLTLFnqBcKqkatWIFaJiGPco5wOkfFHKRSQbq0j01X1WmbLWHU4Hg/x3XZn6VV1MQ3tTvgZxfuuDOpXZPqwKzPTsMVzBC7szhvh03AUdoXjlIhBrmqXDZ/cktzAc9IAEuaYWOyNtLQPKHUKoEdAprMCTCNeILXqwBCtjgzJEtyQCQ1smIPDdKombUjC/6RIrfdgDSMRsOSCEGBjnZRgNgMYhZKYIs9c9Np8MFqWhmwMnDpM6BN5OfpSuikGW/+duDzi8S0rBGRrAvuwz+Yf7ise8utc/408h/i3c1jQkRo4rtDn5/yq/kJX4yNDivO3bpw9ekHH7/9nB7xOZpTUBBWF9CuHbysSRa4glR6IrfwaHhgeAsf4Rs/8gUx6w1R91cYjmhEomGXxiQYodSQy31m4biJA6JSqG3LK+A+GRz04Wx5Exjf4Gp4VeH2H3ekZueCRMtOCUNu7hPWpCJj7bcn29yc2LudD42OVYV7lyw4dNOkIa39baUFe9Yt33DUZgvv3G9oUlxLf/U4h2bD1EB/aIokY7pD5C0OruQqOkRxmGTP1gEppRC2YEDqUHSg8DoDPeBLPEiiuw3JNBs9aw6lZyhLcwIrYNeRp/aBigKdQiyBkc9+oTz9sQRrBXZDi9LE6kAnqMOaiq4EJzX8h8Gprc41tRCEzkDBgwX/gRQRgUQsdNh9NUc6EEoN2MA/dILUKKrSRPpsNh/8RZoffsoMjWzqCBOOw7mHquxlVSKs5PiRqtLcLfAjNfArWNK8qKissokg7Pk28eMsUihgh4LCXUhRk032Qtbkr4yJFGJMUKQb1GIdFC05TwC94pRgTJgRNIGe4H/8R0XuAkkmFsLMKWA9ZB99YGGwTWoRTPsOCMRkPykFeKgqS2QONSkSqgJZMgUoKUwwq7IyYGXgssvAmSdIr+7iU3x+pmVN6ICJr8K9Je8+GqXITTqLf4yJbtas9fAnNr+5IuupAXgyZcBTC+a9IO6Jbe/nF9i625AVx+vd0urVppEBy543+nTocN2dX8h3sRETrrr/dfygHj0f20UvN2nZ/5efvTYVODge0dCEg6ssQIYWD2VIUqM3kSUG+X7NW0cKsXvtwpVbssud8JQ1neu322tPnzhYHjxs5J23J8WfzEn9JjW/TgQ0b2rL3phZ5KQxsM51KHPtSdEs2N9WUZD21bL1AXGJd40aGpKTumDxrmpjNJ7a6BoWPNdNfK0nz36jy+y+J/Gz0EiSNQASc4OFCGSHTSKFrMGW8gcYnF1UIRHpBNLYY9akMOoaAGkkQ8ShNDIStbBtVMHzh34jJOw77NC9KYiSUBRtUFFekVWQByFq1k+sepLDgPRogTxgEPIpar4QiB3sSwtmaV0MZBVCqYHE8E5AAnpJaFDg07zzuGE3HNm4etm364tF8Y/fr1y+6ociUbTx22WrNx2OSxzTLdQfRPybt+5ks2WtXbgcj1J+zwdkXrtQQipJNxnCWR5dZ3eh5oIAKETXKEoJMrDovlO4jNM5IIw4qZn2PnkBFWhCjmRRS5pDupYAN/MIkSqlaQRrBVPFfCLJpQe02Za6AiWdZ4wmbDWsDFgZuEwzYNt/EB8ehgIfZR4d4anC6upqR2VlQjy+U6SBpXjbe2EJs74/vmOYvGm17KM+zY7POP5SQojLN0AtV6QyR1lxmUOEhIa6MxpojGA8/3MNzxCA21zzU5H8/HBeXt6AAQPk0AbDE7VYhE0Rgak8minV0hPAipqKYz/MXrybUPG3TOjXOZTmS20uqdnx8b+3tLvp4Tuj6k5mf7ZgbdzIiTdc19TmPLbgs0UtkyYM6RqYufTzH6oHTZ4Q08RmcxxO/c/ybXdO/EV7PAtzpoK2PfuKiy0ero1D7pl0mXlSM+xx0oORwZ/BHvSgsJDBBaJRZSByUpnqnkOgolYMg5RpCupRwRpgaBWikABGF9gUy9MTokg/S+rYc67ZNkcK/pGh+olVKo04oxZTG1WyW0xmYalCMskSkRRBwypbKjZgIEknI9LYQw01RYtnbrzxsVHhPsVLP9446LFRYXYkcwFwTeXxH75YtJt0xo0Y369zGKsAFuCgwKdDK9CFjwkUeHgYHx92OQ8dOoQPD1MBLm7JA3YD023IObCZ4rYbUBD+cMNFSus5JzJSmcNHhsQrEhMNCiQDYfgHXaJABV0u7C2RCQNU3QUmQ19Ssa/RJMzaUAYgQ9bDw9axcDlkANcM8DnFz7xyB7rQ1LqK7G3rWD/ns8zC3Cd++8bET9LVugTBVXDHK7wXrd66BKgBIaEB53QVB/X+zAKzGUiokQi2EBnUboMqBu1OQ0MItAe3S3z80eh9GYvW/JS2esHpweMSo1qCntKj+QcP5R0rLikjdfCt27dlh342W2pWfvx1Pcpzsorq2t3UsYWoKS6CCzm2zZ99vFmzW1Re3T4IXz11hiLBmgxBoUejs0dvz6DMxEIluN+lEt2QKTe6Yb2FaqS0mYj0+jlUGLVlLyjRZN20F4hsFzjj8tEHR6UGAA16YTUNrEHMYBabkqIxDDRuYn2mApKmTDHWoE9vom1wQCcg1tjz1madWNdUnDh2yuksqbZVnSg4VmM/VW2rPn74WE2Ab3BoeJB6kN63advEx6dEZWd8k7x1+/cLKwaPS4oOR3FlALb8WcD8qgmeiJKugJqE3kA9ShMIu8fDbOHKWLtkV3GdH+0+/9BOAwfHh9MAI/eANODauWZJ5inhD1LVIrhDp7iEOLc3ommeSMV6X7XkljeKyC7SkW0gKb9pTONDwcSVNhq2cR35dv4q2/Ujbo3j+/sbJmWhrAxYGfiZGcCRA2YAo5Rb18jy2D6dv3vD/sBPvs+aOMx4c6vfzfNmO68L9ChyMYmeRq+z2fcwdPm36R7/i3bt1sxZsndX/sDo0BNbF61IK+wcNzgmruuhsoIiEIGhXzTtPLjHtvXZJ6van9iZbe9za+smdnuNvQbG5rCY227saKdfBKirqWvWwCeTPHgCE8bZ/G8A35NifRA3KvCE9EQzykBbQdTWzPYeAwQHF43wkJRhQkfqgI1smZU1pOdu0Jsid5w33d7k9cA1yTPsLu9alLTzZPInC/ZxzyY2fruEmxtko9vdk4e1wkmeCx6l0+gozc48fGPPVvyaQv54sy2oqciPPHdAGBpKiantxqrf1aSEcKx6ZdyzKQaCmJpW9nFferrZoL9q9avjzbDE73JX3NLxbGOFQYXBRj1qPYIGNnEchXuyTraPuT7Y7YyuhuaGG8yRf/sDj/hP31plLU3cEmV1rQxc0AzQGQWzRn2IMtO99AJuf+6d/3z0+uRh2k0mDAyIn/DggAgeG72IXiyyaUg6D6O24DbtO9lEUZWzqigzrdAWffstN0RHtG7bohnmDKxAadmpR5jtyOJl320ust3crb0PkHyD20bYbMU+rTt06EglsnNkaIDPeThy1YpSCqmSt0noBLpt4Wcem1d+npwlR/eJqHumTJv22Ph2ot3dWuMxoNwXJfYdPWV8Eg4D1o9SvuekAUmALGsoYxu1GVgaxlsjBO5BS/ygDM6rOItXv/eIEDNnfyeXVUYRHVZX+dOnvxci5a1FmUbARWg79s+Lio/6zx5+UaRXg+6w4LjiEydKnu7nVcBiWBmwMnAhMoBLE/kFSqlz6yryNbqtLsr+bs32/ONFFRUVx/ftSMmps0W3aerri7/YcSw/v7DwwI4UIIqq8lJHDQ7kTdvEdrbbiotEy4TIVniLos3WpHNCfyF2zP4u9VjJ6dNlxbl7s46Um37o5xpNrsewKWWeKo/oa4FYUuFwFB3MPiL86eKk3V8c2XOw0FFRUQnR4ydYeD5KiXXxE4TvY/ZtMeTOEbAtLKNXsXh1IiBhzKgYejsjnHRZ9Mdx4/8yZ+Oyv8Pev/X9VBByHf3pubti6GBI+s9GeGgaS/GeVU9Jou03X+5kohCnFr/1CB82v3xrBd0HDyr3Pp8U8/KXa5I/+wOxYv++LAPwjgPf3N4bfyDwV70Dk2KTvoDb5l2F8//yqySWt901a2OeZ5jjwBsThr4+H27pweIq3DH9iREsNP6Z9/aeYrJw7PlvUtLz2/My3pzUF7lJU1MOuP8aqYRaGysDVgY8ZQDeBmtamujfnjyhr0Gaj48tJ3sL/OfYI6JvThzUye4jYpNi961NX74ww9apb9Lg2LXrdyz4vMnkaX39hd91PW8QOVt69u0SpPIVFNH33tt9Vq/ctCgHB1woI+7rBo9fcNuqrQx4y4BfWGT/dhuXzf0cAD0Gjw3FQyY0bnCvb5IX4nmGdv0HheIdS56PUmBcgoKPOwtRvmLOZ7AZ3K+LFxf8+ULK7pVLYXFxfQAs9V2Hdn69cMnXC4V45rXpfXqHi/LtD7e7YW7Mk0s3vJ/x4YiHb24ffsQ5sq1jzuO3vl809cvk95oeyzwaxh8yx6JnWo99x/m3Bck9TibfNe0OR+vMTx6B9xpVHErJmJsy7DWR+JcZ7+96/8lnR704rHJxVFCHO58el/LOwkkvvju4U6v+kcHCtW/hS5l3zV3y5zan5/z2/qk3Bw+snNO1PkxUZKVkOMafphC3P9wqbq5I/Hjphq5V2387/jfXv7NzT+XHPQKEy1WekjI9LnK6SHzyo/dGffDUX4f/Oan8PxMvi3PIXvaHRbYycHllAJ7Qcfu/d9/BjMw9W1O3491yl3GBxw3gEQP+ibKqqio4q1FeXl5SUlJUVHT8+PGCggJ4PGfDhg0AO98galxVlZWVp0+frnIZVdVUg1l85yYUAFS7arjttQY9KHFWnFcFFuOazEANHnuV8kjjDLgqT5eVVZoOOC9HKeAb8klZv349PbKDj7kZy89JeNmM0TC4xTz++OOJNMg98t46+Ry9SQvBYqZ++e2S6U+PI+DUjEpASPGvMvCKEJSsuVOAu+oEdSrTQPeEGal1zv1PAnX035hMvLrq3K+BNvnTTOo60Y3ED4qhQ1Ii5smt2Kk7lvw6wP6zm6447f4PtGeRYZLSq+xPJ4OBLeSF0w1GCm957ydAs3szt5WyZNGGv4PCKXOzoFuWMQvaw1/8L+mo1P3RjVymLdj1MGbCyAnjJ4yiMJbCiArjKoyuMHTx01xwnADsMg3AcutqycAlOucLH9wrqNjhxVcBAUFBQf6m8xx2P39/f/mABAD8fM6WTNCDEmfFXUGpsVy9CBmw47GH5xX04hMQFBwcYDrgvBylusxFaoUFBdlS0NZzbzwJL4TzUnbOvP+20c+9c/KZ6bP3l33cSzufkPj4Hb3ovlm4SlWG15ZvaUUXTALj4AbgU3BjjW/HMa+NEEt+38oW+/v3Fx+hX/N0nDwJyE8n9ySo3zSAFum34Ex4cmo/ei9js9bwcxmitMIJtcOFrxZyVOM1MS5ledvnvv+nSZOGd5/8qRDBnO76MAUH9+AaTWJs9xCmhCYMhRVR/gk6oYKkxDdeuIciIRfxYUWrWBmwMtDQDODnBR/6xMs6+Ewg10xpqA4LZ2XAyoCVAc5A4kPT//6LX/Sx95w8/eG37lz1hyGeEwNnNdb+Wn+Rs2cQUv86d0m/EBuuJkR1cKduMMUP/9OK9P5z33j94befGvP2U8/lOd9kPcNf/Pdzia2cThrNgjpqq50SB0nDFSNU4rkUb/lX2IBfw/WXhX9+5faOtomvy5tVPKN1Ktz3qxU/WIgY76o1rSU1lNWwMmBloAEZwKUJPy2MH2i67QS6tEBpgLQFsTJgZcDKgCkD1TCrRz/y17c/+dezzyX+K7HoV/09/7L42c8i0EPR3eJuv/V6N6xvzK2T5tw66Ym3xic+Nz1l/ysTmuOpC1uLqFtvvdHky9k6Af78xLJj3Ze/E+LJvLXvXSdE1j5wGE7P6MIKplOoBUuRPYUQLZ0bceSmzYVLTuaTW24CVtfKgJWBBmYATwmrsybyflit20AVFszKgJUBKwOQAb6IQnN6i2e+XBUjxK8H/Hp7vRMQ+rUWc9bc6LHjfwWXSO6LGvH5mp15eQe2fPfV52v2w72xT096YdnGjLy8PfuPHIRbW7q2CQjoctd/H/dd/dygX72/eM+BAxlpaz/7LLmeWbMx6q1LXrsn74hDBISGgbNr5y3bsm3NzJ7T5guRk5qapwkomEbARuzdk2PEzjvuf/6HPXkHdq16MmoSXMR55p5YE4g61aX1aRbFyoCVgTNlAH/Wgs+RwIqE/uvdM8lZPCsDVgasDJgzgA8LNVMvH2g7YuGC3wsxt//Li8woYYIZeEHNfUQz/f1xIviGr3I3PpmY8siw2MjIrgNuu39N3mnhG+S/4/9G3RwTGRn16Dtpry/97414OSfgng+P/PfFu//fU2OiunaNiR/62OocTXGPVk21NjQimuOZkuBed816vO9nT42MirxtZ7mIv+el0WLns6MGJAx774O5nz0gdk69edTWcncY65EKwxNTMr4enTL9pqjIrr1vnRnzwLLdX5MzjNKu9fh2iLeu7XBOrNrKQEMzYDtw8BBh8eXSfL4EbsCurq6qqKzs93N+Q6ehBi8czngnMtwxzveN81MG/AM6UMOt5vDLIHBz3IUza2myMnCFZaAhn5Tc3Fz+DR23D4tb95JEXn7qlAt+8ALu+1UXWRzl5Q6XKyC4hUZhx1zlp8rdoGf0GDX7BrQI5vtSHKdOOVgn6DnlCghvIe9XMcPcNKIU3AET3OIs75V1E7s8u3CoWL+hc3nummvNK1++0YTD5jbU6ovPtZYNK14rA1YGLrsMBLdwv18Wlyme3IQFgjvUE0yjmeEBLdRaBPSEayA4xXImrbqUQcJqWhmwMnBeGcCvIXRNR9dinWHQc8GtmvLcvdl5R0/BN7fmYa0ju3du7m96bNMdf379mvITOQWlzSI6tpIPMJ6fOkvayoCVASsDVgasDFxRGYB7TeRShBtu3SsqlsZxtqbsx1lzvl2/tdI3QFSe3Lzx+4On5LOIjWOv9lDaN9+v/f6brYca/BMojeOIpdXKgJUBKwNWBqwMXIoM6Bd03K7mGC/0XArHLhebzuK8HUL0HzWxbwS+Evsmp8Nlx9v4GqtUn9iZhdfT6rJ3nbipSxvDTYGNZdHSa2XAyoCVASsDVgYupwzI+8rozAle2OG7TKClnT65nLy9ZL6UV8Cdbrg0sfsF8Gqh1nEibVNaanYOEFt2SkgaEtcywLFzzYqTrW8a0qstX++pKsxesvDQ4IeT2gTYSwt2pyxdd4TBSXEtvVwSKs6DX3ELi4kL35m2NyvnVJse8tJ5dcnh1B8378w5CeZ6Dptwc7cwaFjFyoCVASsDVgasDFx9GZD3TNCKRL/7lbtXX7TnEJFf89aRQmQmz1+2eU9ZtX6Npab8+MHy4OF3jBqZFH8yJ3Xh1rxaAbf62/ZuzCyWPypck5+1tkg0DwmwVxZs/3LpuoC4xLtGDQ3OSV2weBe+JdtDqTiwPdPWqU//hLhuQuxN369+ttWZvW7ZztJWw0eNum3YTeFujyV40GORrAxYGbAyYGXAysCVmgF8r4k6QSLfa6J1r9SYLqzffq1GTBwTJcTh9JS5n8786WARq/cL7zVh9KCuHSKu6xHXH043nTrtEvY2XeHFTfsOHqEVRXVhWlZdj2Hw+8PVB1K3iLAbE2+4vm1E9yF3xIuiTScq+PyUydfqorzUInFD7w4+9ubR/dqLotS8IlrD1DpKjghbs9D2ERGR3XpFddBemWAStzpWBqwMWBmwMmBl4CrIAFzQwYs5+Icvg6WFit69CgK8ACH4BLUZMm1K1L6Mb5K3bls1v3zwuKRoeLSwtvRo/sFDeceKT/HLHiF3fmHtE4TYlnkorsP1ZTlZRaLd4I6hoqb4JFzIEZs+nbFJ86aovLp9kNs9K7XH9mYKEdaiaW1FhSMwvC0shzL3Husx8Dq7vWlkv/YZP236fMae2JtuiI2ODGrEJ4Q0H62GlYGflQHXzjVLdhXX8RVP/9BOAwfHh8srxkY9JpgQ/m06dL8+9vpwj08DG+Wu9LbryLfzV9muH3FrXMSVHorlv5WBxs4AjBz89R0XJ3Drq9sapbHNXzn6/Vp3i/tF27Zr5izZuyt/YHToia2LVqQVdo4b3Ltvl0OlBfJcigjqPLhH6vq9hY72x9P32mNvawXjdA39rlhY71sHdrTX4iWhupq6Zs3qjdnOk5nphcD97qvZWloK0zNPJlzXys/ePn7khNb7t6etSd/4bfrGPg9OHRBsrU60NFmNyyIDjlWvjHs2xejK1LSyj/vST8wYqPVhwIyZuWHlYzddKXO2I2/P7jK/yF5dPP88kArWDHPk3/7AI/7Tt1ZZSxOVIGtrZcBbBnB+g7UJvWZNXmJw63qTvILo8IrDC+KtLbhN+042+L11Z1VRZlqhLfr2W26IjmjdtkUzWtGRjbDI7mHiyKKlKzcViZu7RWB+fZq2aQe/0u7TukOHjlQiO0eGBvi4uVSSvydXiKFjH5w8+WEokydPHpfUU4jc/fklhLSHdeg+bPS00QM6C7HjaBnez0KvvlW3v+DrcOVNLu4sN0tW18qAOQMX6gMSAlcaEz8oA3XO4tXvPSLEzNnf7TObwp4OA2BlWVbyx/BjNFNvbr88r1Efy6/vyLlSXLsfjop7ZNmBs8i7wYLjik+cKHm631mkLLaVASsD8MSJdkFHza64hT/VveKT1JBhFzBQanljXsZUF2V/t2Z7/vGiioqK4/t2pOTU2aLbNPX1hV/FqDuWn19YeGBHChBFVXmpg1YGQa1jcPlSJMISOobzb2f4d06A21F2zP4u9VjJ6dNlxbl7s46U68sISrHjYGqmaHdTZOtgf/8AKP7+/uGdoyOFSM/IdThPblqzJe9oUXl5SWllGVz0CQn0Ec6Tq2fNmrU8g+5GcWau/jd0TvDYbmJdfntQ5tmc6MvPTYNHyuMLtMaVmhtHq8HtMzd187AnoHNmtBtXCnv6zLiA59N88B3DQaSwjO67chOmLmvwadI0aujUlcmvA+1P/1jtIparcMf0J0bAO/KhjH/mvT3FhCVbh39cODUphllxT8wuhx8KXvhyTNKf98IjdFjK5z1zyy3PzAO6EI5Ffxw3/i/zMzb+J4kEJr+/3iUK/82aY+/6atsx1Itqixe/9Qjr/OVbK0hWE1+8Z8tXdxFv3B9nHwH/XIdeHzcpRYjUj59Nio19eSGsvVwZy/75oPJKaqgPcxx4Y8LQ1+fvRtewnFr5/u9j2WrS1K/TCpjq2PPfpKTnt+dlvDmpLzKTpqYcgI+8VawMXFsZsNNFHF6H4G2wxu6VnQlXye60tMzMzFpPo6cxNBiZYGCGX+HBPwnW+T4+tpzsLcu/mf/FF1/AvSYR0TffP6iT3Sc0NilWFGUsX7jw+2NNkwZDe8eCz3fSKsHvup43gHzPvnADrCxBEX3vvf3G0JzURV/Nnj133rdr11fWqLMdBKkpK9hSJOLjOvN1einmF9o7rr04svdohc1+cvvKxfPnzPkqJb2w/+0j8H0ndjssfGxNmvDO88NVUFN5kcfMktouwgZHeipnsAV84GLOcTpswHxICqk6g9ZGZaGXyoGGeNwgZyh2jo3S0SChCwdiy3jEQ4EjX9NMfmk9jFvvqBYRjZ8ZI8wfbqGqqytbMeczgA/u10UJ1d+SD5TaiMHjpwqRti0LlwXl2x9u1ff5j1wfL92QvOCD7Hd+GxU2bU8Fenks+e0OA8fPSun88dJvVy6YMb5XW7gs6jyZlZGSUsKLGiGOb1u9ettx6rkO7fx64Uv3xNz8cML0D195fPhnTw3xs7V67KPOM2b8JWbnkvufmV+GwVcseqb1mOc+f2tB8uIZf/rwuTue/CyLfGXxMVED7m/x4rvTnx739esTP1x/HH4up1P/eAJ0f+jJJ3vhR9GR8tZv/Eb85tvk5A+fHgEaPk+DxUR9WEVWSsbmE6dJ1gFGRz71dtz0eT9uWPqcmDUuvv2/thQDy+UqT0mZHhcZ8z+Hhnz03h9jUmYN//Miue4iSauyMnBNZAB+3m//wbwDB/O4hu7efQd3Ze7ZmrqdRo5zrSpTxwgxbXYWy5emvyti3y31rsx5PHX2J4sOO70j6nFgVIFLGPAbfk6ns6qqCs5qlMNZhZKSoqKi48ePFxz8fhztwOpqp8tVg0OQlyL1OJ2AdCLWCAZmba3L6WDtDictX4gI5CqHw1HFiqsqK6ucLslQG3eDNS7ws6raVWPUgmAGKjG1daNCkI6qKhD2VpSc3HqBuaG4i9h6DFLgRlVK3ciyS1eYoKKugpq3yOLdhplmJNLMKOwhlYrSSuD6OBNFyRi2Jr5BrQFCzTOw0AP8yUh2mBXWF/dId7OudUFcKjVp1aOW+jUBTw13Hzz0UUyzpX1SysrKiouLThw/fvjwYfhhvwMHDqSkrENHzMWDPkUCIH7y8COjfb7KZoyGj1zMtGnTEumj9/C7KdXajlWCtbWlCEv8oIRSqrJawUS4GJQ1dwpIz9wmR4ui9W9D95HZu5zVxR+g3piF+6q0ZIDW7R+NF2L0tlJoApl8SPwAe2xIxMxNLQKGc/fnINxn4r+OI6t2+dN+4MMpl7Ni/zygP/zvXUAEFLtRjBDyU4i/JeegOWcGeH3Lez9hu27PA0JMmLGD2uaqckuMEP/chhbdYZVpmobq/V+D0bgXV0nhygxYmYnRMyD8soxZ0Bz+4n/xulhdpfRH4hp9A2Fv2LABfhW1oKAARlEYS2FEhXEVxj8Yumhfm4/XRvfIMnCNZkC7GRO+exu/HvFXcfiMnHsJEWLGQ//z6OhvBkALSvqZVLmObnhoyqzN998VoXl0JngDeE2i/5GX98y+1fSVFL76ef31YQ61Dvh4DOCJI76ahR3+Nmiz+fr7w7lVsEoQtI5cH19fm41gwq9JE2Th2WHkMhhbxmKz+/nReQ1EAgNrA1InGqhEpMru62s3oI2KWReiCOkdJY2yLGF1U9ylsxkcACWCqG5ITQvTTSqIZLODpxCfzmGLml1AUXIB4AWE0pgh/NOSascLkN4EpEqSQFnPxjlD7Ihqa/lCc2hQEycOdCWJxbgjSbTRFChpZkqykcsaQJ/6D26CNUoWpl5ZUmqR4UFe2mEzCit1Kx+8JUDBKCqySRS0xIErABIgiTKPxJQI5ZF0G0IAIO0wkA0LCrKloI7nXv/NYP40o5j6A61sQNKob6s7mZ8DogIuSFaXwSmHxNjuPGqI0H5DYUY/DCcbqvZ9C3pjJid28aOUKY2giHznrVIOXDoVlPj4XX1bQKfSWQWs3zz3UBgsQWy2iKi7BIwNwlZ18iRsPn+01+ePsiiYoKUP+5n4wS8SO4K4zYXXSuVT+44KOLvjcBjujHEcWbN86eKv1+0/dGinUiPqwxTLUYJGp05IkISAyP6jxcycfIicwk5844V76O5heS7oQg2Kyr61tTJwuWcAh3oYaHiEojFD714I3xe98I9k1GP4FOeun/P42D42W59hY8dOenE+fBqLTxRkH4abPVsey84tgC9xBXhi07F/8dhhL+6WpzLL5j89ac5uwIrdc158cf7O3cnv9bXbfXzinp0rr93mbfzqqfsHNm8+aMzEib/66xJ1wRgkMDwoVGHDvfDoC1mgxQdwAYnDHlQwKeL3J+jhFmtuIREKM2WDIUjTwSSD9lgD1lCkoK6WCaSNpLFFShQSjUGhSZpGYHMMrFbKk1cAYiIqYgncog5WDN96WSORtCb2EKMRlIwUZnXIhW/98CfBqJuFFAAZGLbZUUoFZwPgSoL1sC4SIGWkGlHIIAi1vWjlnSahhCcZdgtqsow+IsVgmEIgp7FCGT6TQ012AaMgIf0QMqpgbQwl/aADaaiNxOonAWPgLBgyJCnoAhZWCxsDRE8mkcmENMZCxpojADWeFdDOobTgwkge+uivQQdFIWmsDpkyMCUG0rKQtsSH/u+tDzJmPSHE9Ef+tk6LkqWgBmkFxw7nqTZ326s7hb1DqwCZLOObe/xxkoYPJ0/TO+mucJSEuGh/kwj7BTe5sHL0VqoSdCoW+8CqcOCyg5ioBz/yFPqwF2atXLl4ydKlS5YsWfzOcH+KllXhAahyyK8JYLpen9r+i8CIYePfDx8x8U9/fjQGGee0ltjpcMmliOCb1HQTVsvKwDWWAVia4Pd+HJzwP1Za9zxTAeuIF958Yc3Lw+fnikB120VB8mudhjx0bNBLqekz7muz6ItlBS5R9t/72seOfFmINWNiO7Xv1KlT+ynbyoSzImfRms0lak1TkPxFfgV+cJ1lmW/cExs9/JvnVq/+n9j05MJKIB5Z+3rULVOOD/ifdT+8d3er5fNXHXW7y/TMsfDoyklAJA5iNO7RyAkJcS88zgEGCg639IcVjGE8GmObyNTAoQ37XIwMZmtKeBAkLHHAEI2jKCyhZKJePAwADHtvcEKJSRWoTqqkSCVZ6kcjIAsYg7fQ5oJRoDhu6B+BKWIKECoOFACUQuVMPXcRxlAwZlAHTSiaEu4a+sTxpBUxUozmIIrNTQ90wZYMH3cFOskY9IFCo8hJGCnMRRQXMIENZGEBKb1DBFROLOUMIliINRhrPuyQTVpxS8VNbX15DSZtKUGgY1gyLqkNlbN+o23Vlu6Rm5oDrF/VqJBihRrFiE46tU+MigTZ1eU2cf3Dr72dKL5/PonvnyD/QAm5ixgo/riIQI3wV/jxy3dD7//97tYmaAGWIjmF6ruFIzdtrhDNA/xESOfbEoGbsuME1DI4EHc6UMbXB9VX565bskRycSMLeczOK5uKJfya43kKW4uoW24Zdecdd8D/O5J6+dNBwhjlNcXOJFpAoEtUyg9vmynE37f9+MdHbus/NKGTEKX4uxZw2whWGgw7qoS0i4QVzJqfDilC8T5wO7Fj6DktaZQSa2tl4OrJAJ01wXD4zAI0+NUmWvfcQ4VvGD3u+s2iaeKeP80/Luj1Yq79bw1/eeib6755bkJ8zIDEeLgdpYmvCHk8ua409V14cnazvL78TTwOFyji5dvD0BWHkx8cNiR+aOyw8EDhOvD2ba8k/mXVl0+P7dOr30197pADH/kuR03DwOIxJAlTYywOmTRSA5hPpyCHB1KgqxMsQJTDHg98DAUi09kSjb4ajBrIUFhNg5EoFajhnLwHSVQMhWtqykqnQIv/I45E2Gv0Agn0h1LyizI2EcdCksgXt4iMmtFV5BAK1OMW6EzGq0zAlBVuZRs2gEH9noqE0XJY84w1UxeaJIb6lHKlur5WwrJXBEZv0DT8sRp2Hl0n/5nKzlGNsTJWGiTvgcR69AgkirwjC6wE5WkSQ6Q0rtvWxakFIhiKWxjSM3KarCMWzVGyDSqAJhPFprQAlFPsEkm4yxrUmJsyLpkujAATSGFRhWimkRz6AEVa4p4NL5ngZxaoLZ6avRJm398M/M12tcigWDAihBVtWblq7aqUlFXfzJrQJOLXs2vH/t93D/eFj31dzNjJ8CzxHfc//8OevAO7Vj0ZNQkm7WfuibGJFnc9/0dYmgwbMW1Z2p49aWvefvbtjDJxXe8EIZZ8OHvZxuUz+3cZiSuTZnX0jUb6AwTat8plQ3aAFdDlrq+m+Xz//E2//mDxngMHMtLWfv7ZGrrPg/xEf+E/ZRbQXHz9YPU0f8mCrXsOnFJ3qG5Ytiwtbe2f7+oNDvx3wVoM2hNMamjb94EYMX/axH9+l5aXt+eTZx6dLsQf/jCKLuJICG+qPZ+oMWGsjpWBqy8DeNYEojIMYG7d8wq51Bl214vzxBf3vPX5BjFUiMqSHULcntjbg1K/MyxEAE5sFqsqFa++cTu+nMl3/N/T3n4gCtSmwx1qg3t5UCtHFuLIockjShElBocjNSPQSEZX0plJMy+M0nw/BQry+A0NCUUS0hWDOkodMaDSsGgLoYqBWyagCJMZTLURprdxHsGJAzYspU0nqICUsE7pGU59DNd1kEtERJ6JrqjoJx0rUtqOWZAVYHiVIjeozqTGoBFts33cSgY6CE36QzNYDDi1BEIq8TxVpBWQdi6sXO0f3GIAmmreiQZtGCfYhKDIe2kIidBkMZlN6T8eBMQGZ6Re6Z7UCkJKzuAvK0RTkqgwZrXI1bQaxJFIu8FI09rokNEvjXGGhooBnUd5Kjqec6aclXTlM3Wpg5/hZnjbCcbVdsT8+c8KMXfAnxeDVkwoUtHzwGZ2sXPmPXfccuett46671cHRz8574cD855N8uVgw4ekZHw9OmX6TVGRXXvfOjPmgWW7v76Rfuay3S3/u33eayA7OiG6Z78Rz797WMAjN/3Gv5woPvrl3Uljfzli1tf/fMhubxboi1GIoOY+opk/u+3ji193kCpLM7i1hUrAuH/mf/XC2A9/Oza6W7fYfsOnJuexI+gniaPzApcj8hRIQK+XFrwklrzaP6rr/0svDr7+lncm+sCjQPHxQ3MGf/KPx/umvXNv0vupwgxjYz1aNaVG+As/7Hlnov03t8VHRkY9+s7ql+amvn5nJGO0e1pgiOsQ7+XbmYJaWysDV2UGbPBIDnzuYOjBDy2NLzW1NXAzNjx8khAXe+4xO7YNC0wYm1r6VHzgyqcTRv4jXQz9sHT5oEmBsQmbS1/CO2Nzpw/r9Lz4sDT5ceiU7fyoWeyK9MpvYtT7qsu2vdcsITm18pv4ALjvZH5gt3veTS16Kj5023vDpjj+tuO5eJxjuFTuHBcS1zfl2PMJTWtqct4Z1ft/697a+9+HAlyuvH2r+988EUKDmQpqKJ4jIj1w3hrOUjAMckFnnzEjIIMbGFRZHnVIVfhFuVbNEko7KGME1FiALmdEoCOINLFaxkobZgUAQDm0jaM6/UEgauJn3VxzGsgZapIZNEueKKPkhBIDLhTc8UThvEj/iKo4FCrljSg4SrNelKe0KpVsH+4kQA4X8lvxaQtK8KIDZQ24mFb2QHODvMKkCg4WEVBIoVqekD9ueml/wbUMzTbp5j2EUAwWMCylQBg362c6Og9GAExkGQV01LGBqxYlQrnQeqiA/cQWtVGZ3QdEUKW5kFF5iJFJaRE1YIpZAe0QdexqCiiD5BCQUA7tMtc9LnjGXBkni5h7egqHHmxzuuDpGn4wJ//QoUE33ogYTAEWlRd5DCKVbCCE9zxniVLOHy/ljCEujpwyLyvdAHpOxkCvsqwH6ziFZyR8g1sEw1UOChkVIL76dInD5evTJKipP/kCfrlOFRfX+bYALOUDHcWsknVUrfa8gYsxYJeYgK6pKIHfwfINaBrkZ1fHCcbMekATdgzF5ThV7pDuAbn81ClXQHAL/OnN8sJCV4vwFnxxxg1mUIBNR3m5Cy78+LYIVuOeG+AidyEZP/zwA7wY0lcVHyqwW2Crdg7lwpyNi+ynZe6qz4AdRhM4HDlOHIQM3QsRPFxu9b39D2/iGofubINVyJpF3+YW7Jw+ttPza/SvByGd+g4Vi75Zu9vhKtu/bVuBQ4Rc10OIRat/2F+wbf4d3e4hZ7xeiQW165auzjuy6x8P9v7f9XS1WvMeB24agKihkU0Nw5iDSUAJvSBFyxF+IOUnkz6bNI/wpxQwXFCDociBGohycJNwVEsw41xEGsi+1AxgFKt1VlU45A2EtfAwM7/fzWBFaxpikfYoej0EQipXsYMwlAJvZABElAMRMtgraAEY/6mCYrLNHKilZhYxJZLkVaWMkU7WoXlAmSFDuna1E1GjR60UN6YW/SO3cEtUKavSrbyXVg1goHB45BVFp/zFrdG07h7ByA629PCNkvXahMcKdWJAsGV70gPYmHwxaVCBsTzJUsTGyKQ8KvVQgMoMNo5ekwBrJpaEkCNoSBVNGyvQWRQMcpHBcfGuwthk0WSoj/6CWapAChtQGBPQAguuS7hISfCzSVNkBAdgfqRfPs1hLRDsh6qwoAS6S3fJaG4hEf+RawgxlLo636bNUW2AVEL5xAr9MgC1pi86qLsXDD35k+DB4WpdAmA3mCbOjYBgKJfLusTNN6trZeASZgDOofIHDz999EHH2suH8Wf56dce7hbxo4El4vYPXo0dsgau68b8ZcWrnUbe0+kNMfSFeZsf3TbwpSq6VwyemevzyrsTh4yMhrthhRgDJ0siWt00e1rsQ8O7PS/EmyvWjZ0+xEH3lXk4vxnQ+5Ulf+4++qGeb4nBz3y+6sG0W/5ard0Gy+MUuc4jpMdxhoI3hC2HNxrgRM3pvOx9h46VwDDTPKx1ZPfOLZrAhTAojAKFqBlGQiIqK8wEKhkk3UACd2hoxAppmG10EbusoabsRO7R8mYRHVuHNKETH0h3FWd/8c2esZMntG4inEV7P1+YdfeUCa3q5wLV03DKptghdozMGAloEonEoDGbvACIRoUGOkWOEQwqKAgmWRQmldDFLfGoCQDsU22skAJSmBRKAcmDmMJwDvCbKjlGcKgkgLTSaQWFV1tSACLYV3jukHKlllhcKaMohBRNE7YMTDAN0lK1BEk2Eel8I8lTWigsgGGGGK1pxm6toyD/KPxINQBcVa6gtteFB0K7+ljesWrEc2YD23VshTMk4G228hMHdmUeqgpsFdM3uiX9vkGtozgzLeNwhb1zVO8ubeACAUFrT8MrifgobdGyTcdunZr7gX+YRnKDdwg1SQAzjBbYCGOIS2Rk6REgnTPoIS4CkqQUAF10DEqLBsPIQc1oAm1Lz7UtsVTaSKVesSw6JQtpICWYclLHhw36Sn4iEHedNCaPAdBPFJTAP8DqIaAIZga/BCADMUSTW2xf/YVSK8PkXF39MVsRXmYZsB3IOcQfTvo84zhW46qpdlZXVlQkxPdpDG9dZcVlrsDQUA9nMIFV7BKhofqN6mXFJ0RgqxAPWBx0tAKnqatOnSx1+oeE+NHLoPAFWVDg3UEDBw6EKNQHzPihMwUHqlAjjmU8IOGEhD1X2ZZ/fwm3yHSKjglyFGXlFPQf+3Df1sohKaI5AiJY+CQwzQqSIsk0zqFaIxl5rAE2NXkbP1mVJWw9bnlsWBd6FBLB1UW7P1uwf/yUUeH+Nmfxnk/nZ4+fMrqltjRBiPrTLfG4i3RDga6kcE5kRugqC8I0Kg32CJVwYiGblAGdWqqPRFSs4ZGh/khCVYxCIBcNxAwDVTOmNCvvdIZSCltdI3tKLHdjQFQeqy3iDLJGMqmgigEyaIaA/3JvSnnNlqYNL3jJc08KWlOcPGvePlYM6roPnZLUzafm5Hf/XpirW+s2/rFhLfkJlrLcj79cFR4dE3ps576ihInTEoJEReqML34K7RrT5nR6ZsHw+x/tEuIjasq3fPIl3HEFR2lg5Uk6Sh/p2xqfdwHDmGnlHHxSqMh3FcLlHHiPFnxkDh06dOONN7IL5hRgNEpa7jOOC2C8mgYuttXxwGAZDVOVfTORBSSN3MQsKQmNTg3pBXqCAAlSVIR4ISsouSB1srRBh5taGS+jAYZI/Lv6CyR006ZNcEEHLt/4+flBDRd2+FKO4VimjFwT+bj69/hlG6EvftTdhthGdtY3JDTUiwlgtTKz6hHMbEPPN6RFC7qObqBhkz9GRDzT6AI8Hsf1Txy2bK6S/HSbbcCoiX0j8AHom5wOlz1AU8QipJxHbTl8wRcvdXHa44CmKSBRHAlpZIZJxFmYsRudFvsyCwd3bYsvrkcwTXDGWFhQ1YCgpYKbXpBlcYXTLCFaeYhM6sMWFMhRWFeltxiAeCyANBcJNOANTQ3KNDMHe5hLM9Xku87SW5pObHgkM/EMLJMKNzWGvcswFTFtMbVS2gCEJhTJALv04VI44PiEDps2bRiBivaunb92bV58ly7Nw2+bNk06adAFKXFVV9hEwujBCf7VHfd9uq2yFpYmVQVCjBo9PKJJdWDWJ5VVtfbmfs6iQ+nC1n/UQ3CUgp6b5VHK+xUnZcgOHWRkGCt0DQ4Bu70OJh647gEkWLJAG3n0D1FmURBgIoqCBugQSdHlVnUZSxBywI3OWVIq0VVWKcXcNiBMmdGUYMNMUe6wpAbUFLlTjH2tXb+B8hpVU3aVNrSD5AwRn4F1lWbFCusSZEBdyaVxQTsuzzJMXAI/z90kf5Aa8nHyiAEilNOVVTYb3lrv4w8/rIel1nEibVNaanYOtMMi4xNv7hMWUJmxduXJ1jcN6dWWZ/3qk/uWLDw0+OGkNgH20oLdKUvXHYH3ynVKSEqKa+nPl4RAGrJOIz5NYqfy9x+1tYyNC8/Ynr07p6Td9fRkAo2N7AkIeCzA9Ug3E2ksVyMtirAYzRxABrBOJEmvar2Y84o3+eER5ZEoxc7EM2n20GmIrGeMIaOeAcoacHEvAt6wzgciFa8TbljXPlFr9yanHew0tDsfVKjPYBQk7fho2satu8I6h1SFiarDuYccorRKhJUcL6guy9tqsw3x42MNTAntKLX7BeCaFvcmbTxX0j92Er4cV1ZWwo0PJKYLAJePDgyOyEqMDhUdaGoB5ox9E1N23ETqQ9yV8sFaH+ed7gnrMYz6pjyKXmVEOIbhTDMvT6+y0KxwrrgM8FOS5DZ8s8KhTI0pPA5dcQF5cvh8Bhq/5q0jhchMnr9s856yankfKhipKT9+sDx4+B2jRibFF+Wmfp2aX2cLCg2x79u0+1Qdzxa1+Vlri0TzkAB7ZcH2L5euC4hLvGvU0OCc1AWLd9EPAbKv6B38oYzdkZO+296574B+8d1ttuyd+73+bKunMBtAAxvmYnJBsRqgyIK4ZQByh1MiPqnCZ77hvJlcNLgh9a5PaMywnnXZa3JLtDujdCa3fJp3HjfshiMbVy1dua5IFG1etWLZqo3Q2LBy6aqN+fFJY7uH4SLE21Hqrs7cJ5+RBA34petjx46Z+bInDwsZlgrqrCsJj7os4uWdgdLSUjgSNB+1I0SjWA0rAxcnA/TdHVcjuDCRyxKte3FcuMyt+LUaMXFMFPyKR3rK3E9n/nSwiP31C+81YfSgrh0irusR1x8SV1JRY/Np2w1+5Hx/7tFK/EhXF6Zl1fUYBr8/XH0gdYsIuzHxhuvbRnQfcke8KNp0osK49JODv7P40LZi2w29r/P1aRHdr70oSs0rMqxhLlCipDG3qUVRL5CRa1ENpRCneWM5cyJCu8TAofX9tgNe1ybCJ7xb3AT4xbyp97QT7cZPhZbWmNCvR2t5usXLUerNOnsIXM3VoKCg1atXHzkC5/X4qp9JVINpggiyypWfAd7dHAf86OPu3bvhSNB2t3aEmI4Gq2NloPEzAK8mYiNy495tfA8ufws+QW2GTJsStS/jm+St21bNLx88Lik6HC7plB7NP3go71jxqVKKAb5O+rXsAG+m3JZ5KK7D9WU5WUWi3eCOoaKm+CQO+Js+nbFJC7aovLp9EJyrNxRb3fFs+DX2sNDg2ooKR2B4W1gOZe491mPgddq1HwPaal6eGYBR/ec4Zm8OJ052J6/JxTtO9Ks6JhU1FcePnXK54DpO1bH8o077KW7UBPgGh4YHqVuhvRylJk3cARdhKoI2+8rzUGBgIMxJGzdujI2NjYiIgDacJfEgbJGu/AwYj1FelFRXV8MvDGdlZcEjCHAk8CGhHSHGxpUfvRXBlZEBfHhYLUfIY+OX+SsjhIvjpV/rbnG/aNt2zZwle3flD4wOPbF10Yq0ws5xg3v37XKotECeSxFBnQf3SF2/t9DR/nj6Xnvsba3g5GgNPfQc1vvWgR3ttfRUYk1ds2bqLh/NfefJzPRC6H331WyNVpieeTLhOg8PCWsIq3GFZwBPnCRnwomTSOMdJ1pQzpPJnyyQT/QIsWElvFkVi2p0u3vyMDzGZHE7SsPVg2SSzVMOr0uAxF2thuVI8+bN4Xtzeno6//ojIKEBSH6qBxrQBTx0NSVStdp4oyu+tT1LBiC9Z0H8TLa2f0EO7iOBLtRQYOmpXqsGP6zuD3s/LCwMbjbS8NzQrLl1NbrVsDLQGBmgCbL+6uQCfzoaw/NLoNMW3KZ9J9u+nCpnVVFmWqEt+vZbbugI43ZZM5v8vQ28JbZ72Ppli5auFEViSFIEfvH0adqmndh3xKd1hw7qVw49OF+SvycXfkZo7IORLXxhAQMDR2nOloVrM/fnl7Tq3NyDgEW6OjJgb96HTpwcjO/Srd6JE2fJ0X0i6p4pQ0LtJ5fM+mHglNGtuPHY6FaiZN2sr46euqkVvOvGUPSjtFYEGE58wNRiXDdAF4R4vtHqACoMg1orgOTliEaBhsGm1bysMwD7F8YT3svQ4HUJrU+w4seD4VFhaGhHAjcgKmgYY3PrGllW28rABcwALE3UwkQONWrEUdsLaOxKVFVdlL12x+mevTqGBQeUF+xJyamzRbdp6usL59HrjuXnFwZVH94JRBFWXuqowTdiBbWO6WRLySkSYQkdw/lsu3/nhP4bl26Z/Z3vXQOigu3VhUeO+kf0aBdsPIHvOJiaKdrdFNk6WPsOHN45OnJtZnpGbt/OsYYp5krMouXzmTLQnE6crPlxZ3DfCFgCCHtAq9YtDAdHSYXDUXcs+4jwp2ssdn9xZM/BwpA2TvjR7VA6MjwfpZ4OGre5x60L8xY7yisP49kRQPK6BABAN8ZjLVOM2Wik9vmsCYx7WVuaQENr82KFKUawW7uRQrPUWhmonwH8GSxcnECRi2O1Rlbb+jLXFAXOgOZkb4H/HHVE9M2JgzrZfURsUuy+tenLF2bYOvVNGhy7dv2OBZ83mTytr7/wu67nDSJnS8++cAOsLEERfe+93Wf1yk2LclKZNOK+bnA6RfFFTVnBliIRf0dnbV2CLL/Q3nHtc9P2Hi3vhb9mKIxMYxt5VrmCMwAnTm6J3b1qy+IcDqL3A1MHhdAiwS8ssn+7jcvmfg6MHoPHhuIhExo3uNc3yQszodmu/6BQPGXi+SgFhpfC85w28fCcxDWvMzQWd6EGrrZSgTYotlYkXrJ7aci8T73Z5h3KuxjavBbBcyZ0ZQfoQGSuhmERUAgNb2otupWBRsoAvQ3WrBsuJ8NdUfCSg/P6eT+zzsbowcioFRg0+eo41FDoTbDybbCDBg06349WLSTECSZqfZsE+evriVpntasOnrrEUyPVDofNz9/PR37p9Bwv6HHVCJuP71lwnqUt6rWagVr4yaRau19QAJ+EwzTUOCoqXfagYMMVhJIqfwAAQABJREFUGy9HKYDhY8I1f154heH2kYF3wm7evLldu3YMhvkJAPDBYREWBwo0uK3VRLCqS5+BM49ywOWirT+0dQlcxwEi33cCRK3BqxauQRYwSgeuVKB96WO2PLh6M6Bug6Vnh/HVX3wGBbrWBR1tr9t9/Om3SzQCN+x++hsA/APc7jh0w1IX9BhWNp4QFs3KQP0M2AOCtBNwkusTEEQvRzOAvRylgIBZhBcc3OauNs1wAyYenoQAqVE0KRCEtnFpYmQZnLCal2MGjPtaW5pwg9cl2ipEW4gYRSAk7mqxQVdrWw0rA42RAe3hYTj6SL92yGmNxjBr6bQyYGXg4maApxNeUnAbJifoajVPP9BlLteaj4DkAhRoaLUGsBqXPANuu0zzh/csdHnnQq0V46KEYRoLutDWZEHc2NaUWw0rA42RAfUIq7rhRNpw6zaGZUunlQErA5ciAzDB8NoCjPNko81GMFEBhelAhAYgmaKtS9hlTQN3z0A0Aqz2uWWAd8G5yYKUtk+hAUXb3dDgPQ61VpjLSM0idLW21bAycBEyoJYmdNLEeA3HOhIvQvYtE1YGLk4GYGoxLiZ4poEa5iFefECDu1BzAxyDhlYbxaFt7F6cECwr55wB2qWmitcfvNNhUQINXpownaHM5bbRNFCMXattZaAxMqAvTYzrErDk1m0M25ZOKwNWBi5mBoyTCqwtuAszEPgAXZ6ieEKCNhAZADUUXouwFLcvpueWrfPMAOxB0GBcbUCbu7Cvgct7XzsGmMVSUGvlPN2wxK0MNDADuDSBY1YuRGCj/75fAzVYMCsDVgausAzATANzD9/WCg3wntcc2szEUxGzNADAgM6hWquTK2iX817Tatih2v6FBnQ9FiPmCgrWcvXqyAAuTXBdAo/kwP0lNOzI7tURnxWFlQErA4YM8PzECwtuA9Pb/KRNTgYF1urEmIwroK3tZd7RvE+1GhYl0OalibGhAThC7l4B0VouXi0ZUBd06L5X/fSJdRvs1bKDrTisDHAGYHbRTnVA25gWmJmgy9MPtLVzJzxvuU1LbrKaTqNCq33xM+C2Xzw6wLuyfq3taGhobSNM09YQKxrYalgZOOcM+GrLEW5oI5bWOGfVlqCVASsDl2EGYHZxO2sCTgIR5iRtUaI1eH4CFgdizUyX4Q5toEu873iH8h7ntlafYVHCsg00ZMGsDJx/BnzlXSbqdhO37vkbsDRYGbAycJlkACYY46IE2tqUw/MTTE5QYF0CBShQg+dM5BAYZp0puUx2aMPdcNvRIMi7Ehqwf5kLDY2ucbUGs6C2ipWBi5ABfBusPHHC50n4PbDaCuUiuND4JgoKChrfiGXBysCVkQFtYQENbkMNr6gH72Ee4omKa+5qbegyBmoWvDICvua95B2n7TtuaHvTraEtUIwwoyy0rWJloLEzgG+DNa1D+GbYq+tyTkQE/TpeY+fS0m9l4ArJgLaw0JYm0HBbgkDXWNwmME3DFRLxNe2mtjSBLGhtbYdqRKBwMVI4cUDnhlVbGbg4GYB7TeCYo/dOk0HoXs3HoBxQIV7DF0D1FRCWaBT7GT+Gakg+I+hC7jtlUB9TLqT289N1SX3TjJ8xMwp10fbX+WW00aRVHnhugmxoP4gDJqELfKi58IoE2m5LE6AwuNG8tBQ3bgZ4D7INrQ0NbnMNXI/dxvXM0m5lwJwBeEJHP2lCE7PeNSPPrVe88tMV7cfcGxOqHgU6NzXnJ8XDLq/A4EfK5A+AaB9EUK5R3T+VZsM8vqM8/PohLm8u5DJOmzwMapVBWkoZ7gwwu3Vpeugb+wdp+Lm+acGqcfBnxkDyVEG21EpTrTFBF+eQrTTS/vqZHl94eMNzqGcLEiO/iMChS58EebRpBx00uBgXKIomtxc+Fkvjxc0A7EgwyHX9hkY3si6ug5a1az0D6r0mcJiqVPDaROsqMm4duz8NjJ6iKLGvzv7khQfjz7ToKNs7cspDr24eGTMgVEld7C0My/BJU8M4rih4HQLfCeEfh40hIxUHbqBQ7JwAJae8xj798eklyhV9kN2A6sPtRlajQT0yOaBlHhqazwDFqZdWQkhXntTfmpUqD+rjDDO4ZCqsWYMnSSMS0ewbuou+meUVlkDuyjQoBKTfjOmOor4Gpd2D3iMZqZLDw6yBgFkiEMGI4b6/PFmS6swsisIjx4yTPS1oj1w3olmtR0seiVKNJm7KoUY1GgMi0fHwoXRxVyMyHYy5F22BUpi5asOp7uMHdwWEUbPVvhIz4LYTta7W4KDculdipJbPV2gG8AkdHNjoPwzfMNzzwCNHdnNYTmeVEENX7PtqQLOKjFWfD3kooXVM6eMxIWaUoRcywFlaKUICDKSL3cTR1/N3epzbeB2CGYABF4GYAp7/sSMnP6LjiEwIRuE6Bv9w0QACBrTx80xkqYXAHL5O1sBIIjKumcgWQIGABYVwt7jN/Ug2FAZirZSqrTtIR4JOtMXFSDbSpf8GpPKM5GTCQJoUUOWOVaEpW7w8BElYH3K6TRJGf6R1JFFoskFmGEccyh56gNmqwxwSEwm45iTRM2QG5dSf1GrwCDkUsyktiCOOASllTRtPbJLTDCIC/AUjuiXNFDiGHIMtgAOufg7JKmmgyrBzsQ861MHNweJZEzCMumtJFE16KyfWvvjAs48WOZ9sph8wLGTVV14GYC8bnXbrAqs+xYi32lYGGjsDcN6AhiyyA6OXsevNduv2rUJbRQ6+986hQlQ5XV5gZXOeHtZn7Ngpk377ze4yHePY/+mLk9TwN2y+kaWDtFbxyo9eHNbHZuszbOzYSWcGlx1Y+/z9A5s3bx4WFvbw28mwhhKuY2s+fQ2uqdfW1uEfDe9y9NUs4IeQPojkE5MBKMd3ECJx6JIWyBAV1IYMKhICbcVEe9hmfg1ySAJJRGaOhOAG6KyL2wQjOlZglP6jd9BFIJHZGZIjmmwxACAo5FYwNIbVoFsAwor00ZZ40kkywsrQHCOpBRU5xB04gLjB2kiFphXFSBIhZAfBqJogGqu+r2RD8dkvVkFalE2aWClIoBiSiBakWyyFmlgLsNytSayC8Jb2G4vJWnoNG3JfwjkUIpqa2EGquzHai0A0JkZKa4nBPqjnSndLUpmjOgxECYIrr9A2OwANTIX0Qx4TfJATgrysq6u02apyVz167/9lV/Gn5PSiF6b9d285kE8ePZRTCp+TnH1HjuTl5R0prMKPS82RhX99xJfKLz9YCzgsVXv+NOKRhWkZS/9GrPhnMwhbmLH02XHxDI5/dqEEs4hVX9wMwJkwN4PaKKHRNYrVsDJwSTJAD7KTZT7jDU0YgajmLXXM1elKl3CdmPOHhDXizQfivV2pCRxw/yvvPDryi0UzCir05cvuL5+d8sbhFVk5h3Oyvp/3q+tbBpp1G3uO+Y+HjXxi2dg3N6fP+F3Ioi8OGPQYcdB25S1s0/uOnVHP/JCR8eOaecPD/WDVtPz3N7w0k4FycIbhWRZTcLIDG9lCGIzrOFHIYRsUSB04wMthHRo8/tNswBANhxMPdLDGLSqE/ygCXaS4FwkgsnKTtgwkl1gHEEi1VjEC9bJybCENjJo0aYsI5kuViCQ4bkGBQqG7qE8vSEGtWGS2qIcVcvQ8sAd6n0RoFcgtRHNBH928ZAjWCGElVEMFBIpKuUEdgqIW5KIMFalW4UlC57jZlHKoH3YYG+IWecBysgYvOC+Alk4a+agDC2PQN/fCnjKKeHjckQhaNxT0g/6IzhjF1gM1xExMlMCsuoVIlgw08t2gc+aPR12Ow99u3FbukjPUkZQvD1fWiLKshzp1H/fKTiHe69+xY5cuXR7+MgvWIAseu+7eP9uW7ziYvemLH383YshfNqCYqzJr7ex7b+g7dlNMSsq/RXp6JWor//rhse+2/V12fn525qY/Db3OX1qwNpcgA8bD0c28kWW1rQxcwgzor1yDMQoGSBw05X/DIGZycM2QMJj4oUxLLX2ulYll7Ph2HTC4q6vFGCNNCLwiJNbk5pwckBQ/bEKUmWnqOXZ/ec8M8WH6Brpg5Lg5VpSY+MaOK/m9B0Ti3+b8770hNTU1ERGde7lcJze+u1D89t/PwmcPoDRk43zKV3CMwtBGBEUtW4jHsZ1Hd9TAwzynRKogIdRLwqCECurBAh0URyWSg3j4gz6L6GpRgTrBiitEaBNYWmAhBEl5VFJLu4uIVJFRtCfDxXP3qqehyFVyQL+0AUx0UcqjI2hf6eQGUzAYUglsRFBW0AyCUJ5nVVJBSBamGsNS11hQUrNCsXK8Bjg30VNSjDaoQ3bxKhBqQGeowAY1gCugljuoH8HUQzb/MV5RZY9QaEGqQzKlAEioAsmwRY1kUsKkamlF9shTShIqRLNkG7d6QVNckKslBhJIAZMlRCMG1WATraNXBielT+QZxsvuoQxqgK76Q3lSB5VbYRAQQSx1X5GI8Ye2dvcYW7A1i1/ldO76+Ja+H95Xsv1xeUGneP1fvhDvpv5rZCxcz+20YsWu9iM/znhuSIw/BT3xw6L/PB7q2j0tdjOvQqpBb3Z2XtltQ6IHdot288LqWhmwMmBlwJQBvKDDhRtuXcU0bod+f/j4968OhZHmlMNI99R2OUvN5JjH/jXv1YlPjEwIC7SNffHT/YZLPWagKCrYK8Sr485wI4suUHk0XYghN7TQKaKquCBLiI6tg4AGQdE8ZWB7a+IQDgU2PC1gu7ggZ39OzsGcgwf35+QfK3TUoD4uOFmoUusoOpCdV4k3rQBRitPQT3fcwk0V6q5bkiBBJc3zCOnkc600raB2NEAomnEoDuzC2kR+K5ceI0mftlhKaVcekhx20JCMwcDTogJ/5Slf4pIXLEJ9sEhhsRqKVtHJGWnWaB3tKYvURnVY1JllUGDEkz6t4tkZuhAgx4juQ4HJmLbSLKvUtVL+9KhkZknCY4Ue4j8sLCazivrJIptlYQLKREm23MAaAwr5JuM2mWOfNSWoWcZDNBRhD7BL8SJF4PGjMQjAXZlDBKN7koj7EJpKBA0o55V9RpIAM/21NQkqgyUKrlO8FEfRIfjM9bhO3mcW1ilSiMMVTol+9+kH8Wyqb9RHOz6KR0jIlMXrfifeGB7d3s/W57X52846cngxa5GtDFgZuCYyoH4aA8dgOc5D3DCIqfHLQxZahLUa9sK/pok1w3/xqfelhVHQMOT5Rkx46T91lcc3L3q39I0p3d5INuKM7aMZm4WorCCSY/fCJ9JFgJ9BjxEqAsNihViXXm4g+gQ2hd7Rk/htjUJzDwiJuH6g+U4J4tQnqYokXPnbViWvprJm9Yol33zxybKC8hpim3TWnD6UnPJdqQvnT0wh/qMtTixaEdUVJcUlFThxkSFtskW0mjw029jQiCa91FHzNGoHHG1AgCc3JJgUeepQBAxDMZA1OosUTpDMCqk4g170gLRokyLrBnHaCzJhpIGVo35keSqoCemkEV2TBRtsCERRNRfU6u4biqqgDBqkhNqQQjZDEVCllEoQm8JaMUg3dLQt+YS60CsKili64yxprFEZ/CmlyEJRPSqOE1SwFtIuFRi8NGeQ0MRFMRREMfxjt9CajIJVcb9XeFPhgs9LsKCzoo6D3/42Q5juYA9jDgr5BgZDnXtUrjEqT8A5zWZ8NpW+jejXcNlESOTgd5LrSg+nz34z9uV7EmZsa9jIwcJWbWXAysA1loFzuddEwHcj36i/rHtTLJryxsrcM2esmRAlx3NOFJygMax4/mvTV+7MLROhA+544D642HPSuJwwaeo+9D4h3vgK0Nvm3BH9EPCOHi4yIfSO74Cxr4uUJ3/3zqoj5eWFh7LXr8+qaTPglWjx1sxFNMzTQIzTFo/RWPMwjXOI+zCNFBKQBvzhy2O7QQ8/NnXq1Cl3J8YIcWRH3ilt9sCvp/Td1C+050MPTQpXl8jIGs8POFWwLpuo3b9y3oJ5B8kqzUE8ZyAbMOq6iqZduoCTFfoJtaZSSqg+bUEDzUQqVCXutiX1mg0AY0F91MQNKeIetBmPDhBQBmNWChxIAwtizRpQBeJQA957Qdd8kMBkonMFNdL1QrpYCyZYfv+v5wDmBQrKgTGssasVIpHbGCL+lzDdELVIEiqJ0SSwQRYw+/SPBUkNgpVWqQX1QGFDxGWCodZ4SENH+aYUPXzlPLDZHWlDs0V9UqNUoAhmECMgr7gFbVWwhbky55mzBywQuu+m9sHtOgvx7botOUd3LJ7Q92GSxZ/RgeIb0l6s3bA1t8xRVvDj+t2uiMHvxoonXpqxv9jhOLHt1SHPi4kTe8IJEnXihKVk7dj90XtzdhcU+0XEjLvvHiLKtYtj93y4zf3FxftNeKtjZcDKwLWdATuNVjhm0cCFV+r5P23dc+Pn1wS+GzG11eCn5sEp2pGv7z7jyVkYrF4eGdu6/X078GtSSFiTH0bGdmoW6Gfza/3EojHznh7qbkP1Q2Lunf272OcBnfDQ7SvWfTJRbN57UjHdt61ufnbr7Je+fOnuqPbte/QZMP6dLU7RfNKc5fcWvMtQGNXxNSZUcBjmGceoBoZupEKFhZFQU5sqlPZt1SmypRB4orumZOuyZdv2Hdq3bcXMmbOyimpqywu+/35HSQ2K1pYdXLZsa/HpU+kpX8/8eObHS9cdoXsLi/dv/qEIlO9ZuWzh8o37nQavUEy5pXYBucTOykmG/QEkrIdgwsb/JKhN3dJfigIq2gLNVGhv8w5GTVKF2qIMuiKTgPpJGu1QR+pELdqSgJnkEAtiKlENSLCHqEOLi3koBC2iSp8QpQplQ4pTuBix1EaChv3FMpw/4mmuoRNMQX+4RyEqM2qrmIhml2GLFjHL6CfvCGIRBYEobBCUPY1EIohxL+QIqSIOR48KuSCRWsaINSJmT+8ADjuYR90TU4SIR4wCIljakaLQtdsi4bBu2e+fE6NfHd+/59DJIxaseGuIcAg+QSii7n75laTZiZ2bBzZrP/DtzU4R+qvVqb87+NtuYYGBrRP+MebNff+agKdYAoO6o37zCU5fkTvroej2cBXXFthpTOy0D8fE4gUfKGUFWXBhaHMOnHSxipUBKwNWBmQGbAdz8/ELFxUevlwuV3V1dWVlZUIcXCZphOJyFJfBQz4iNPTs74gtKz4hAlt5fDGK+m6JW7i0D/e/1lZXnDx5usbPPzjAB6KAkpd3cMCAQTR4y7GY4mFRGp9xjMY/IMFshrMkjfBAoskNSM69qz5LqRr82OjrfYSteN/m+cnpnQePH969bs2/F+4HWFjUgO7NQyOj29Ts+XT+wbGTR7XytzmL9ny2YB3aatd7SBf/XT+kFXcf+ujQ7o7je5d/vaYorOugnm1tvqE9urX1pfmCPCT75INySjlLHGMA6KY2nREKKiApKiqAQnoUWyHwPggSJghMjzpKxq4IqI10quNDxzKZzeG0hmrIJyZxalkPUoxU9AuLTpeeKgZxNYgmq8gajJWSzxrNoFVFwUe1ksaFEFPYC0UnZeCo6oN/hiYYUQXSxQsDpR8ZKj7YcgGH5LpGRqvE1ZZhmiAFABWQNZo0IM3p7soIlF0UkfmWjoGgRpH2pDnZQ2tmCuI3b97UsWNHeL7XUV7iG9KmeRD+/jAszrgGGSjlp07V+AWF6h9IV1lxmUv4hobCd5CzFJejrKzMIQJCDOIg4jqRezygfUSIeTFzFl0W28qAlYGrOgP8y8P4mAUNfXhfIQ+F+kh4weP3DQgNNV3CPoOFkFDvzwDVF/MNaBHuB2sUWJQoJo6t2sBtmCZgmJUQbkHNQ75GpwEeyPTdtvpE7uGm5fl7tuzMEbbofteH28VJeChSRPR78M6EEDsO9NVFfoD2xS/aOKlAaR834tZ+nf1stfaC7Snl1fD1s2nrrn07p6xxtI/uGSVPlJMXADZ540aUk5SKQ0LdQdDX9bh3GGwQkYGhXaOU5ohON7JJAUTLMxurU0cMiZrBqqe2LKDbMNB1ItvA2sD2SmQ5E9LUoenaqJyXnro+brGMvgIB4zrErFCjKzKkAwzwEkEuEzi7SPZSpKxSoVDYd6O5L03wMDWqdYOjpvokdwoqBZquxxh5cIuWvl4WCiGhoUYpvM4TKs9/qBC8bn1hURJQfwXj2yoywquMxbAyYGXgmswAjEDGQQlyAF03ypWdGB5JzeOpuafi80ylEdxWvCd5xR44BxIzYFjvnt3wGx5duOnarTOsS6CArKFAF2jt+vft4ocN9apNBMKTG4Cu5YdBkWAooMHQU80GUz0DlRraon4wwkiouaFBPNh3Q+gnCKQSDl3TqKnSG/U0SJY3ui7JLa84jwyPRKNKDzFq7LMKa0hTA8Xo1AV8cFgF1JRmE8y9w1B36ln7xgB+jgp3rOFYg1WVoXdWDyyAlQErA1YGGjcD8ssRfTPD78I8QlG3cQ1fTO3ug/I52G530+TRveo/S1lNKw1v+mjR4o15aejGVBjbDfcGp2GYgJUAKdG7inzNbTEhKg0yJ1qOLvtkgMN8zuey99Ry0MqAlYFrIgO8NJEXdHiBAkMsrFGuieh/TpAXaqJxVbnlFu6SqbPBRX1yBq5GQf5lDzkCrvT/HDfPjj23FYlBLyrA8wNEOm9tBsVXdNOQCEPzig7Jct7KgJUBKwOXJgM4IaqFiFyRaN1L49HlZ1U+onAejhmWI37hHduLIxuz8wvL6QVVzsKsWbNmJWfRc9HOk6uhszwDX8YinJmr/w2dEx6fxjwPZxogCl+h6QKFdyjMvly8Q64UztmDbXgkV2pOzrK3G54AC2llwMqAlYELkAFcmsDXX/oGLL/Nu3UvgJErWAXOW3a4Et+EzxHQrRaGuaxZE7dTGsZrPlrbHtxKv7YT3rVvpBAbli+c88VuWILU2UkDXxiy2+GlVbYm0pgfvsGqqS5pTiN54aXyhjTTPfRYH79w3hCmB+RlStITcnYHL3mwP8fZs4dzHgj45IMv56HAErUyYGXAysCFzAA+PKzfwoe37Qt4vgUeHq5ovIeHf47/jhP7d+wuDOrYIybS/UEAfWDXHh6mR4j5CR16dhgeHs4bNGgQGISvs8qsPggbiIpp2hKSKhMSB3G69mWimiRVx5utmurqGpuPr5+8jKPgDd2iWvjDDRTlBnehRwSqtKUUeoxASfVoCOVRJxSCA970aLFHocuKiJ6z97i7zxQrwTBSKI0eLNngROk+EZE5SNQZFzuj6AO9C++rpesGx3fjHweGGh8drvfwMLh56Ty92Jmx7FkZsDJwqTJAj72CcRpvYIjikd3LQFn20TAamUzVsB8b85XTZTvnDBwycOLne885QTz6Q60KhqgXXa9OUy3+Lil7Ekg9+P0a2GqKdB2qpWlQDdoqLpwq8fPz87XL95YqsgmLHW1h4c7hqUSe3IAOaEA4weClJfTeEuwQS1IJzVhl0LQlNMrSa09QGLXin7EoESMN24peb+sO9NxXYu5copuJClp/SxFoe4WdR5RZXvaAetZg9ag8qqhHJJfqUdktJqMvEqX7BUTdWXdvPeokorfKgwP1SEoWGZQJbDz07T5Ft7ZWBqwMWBm4lBnA22DxfAIOmHx3o96t51fIvV/kjHAK39IdU2LHDJyX+psbWla6/NrXf1VBPclzJoR27QOyE2667pw14KAL46/+XY++IaI6OCkg4HKJmoAQpU0dEk40o2nUBQWBIG9Ua0TJKR1RsCJQtrTzNmyF1OhuSdtE5aUi7RfdKYJiRZMqq8WwkEQCaEjCYb7B17GQaZNj3jogB5Z5yYU6MDdY2B2u2RBrMNDxBBKFZuRrsghkMAmaMPXUGrRyCkhGpypptWVfuKbIjaaArEsqhi5JwfLeMQfLUB2I6kkRa8MuM/W+omhQkw7AIRSyCq+m41SRSgAhEfcS5I9aKlmIl1aQQzjpBdhGtNk/NIyF7KCsyQFiSZKuVuLRNzxK6+ri3X/eT8pZGysDVgasDFzkDOCL6nFkpLkFBkNTt54voRGRXSMjI7t3hpfVt72+e0RkZNeurX+YPmnsayu1t9XDj2IMG/bibkfZ/Kcf///svQtAVNe5KLxmeA3IwwFBAeWhaFADPvBtJIJJq4mKTbRpo57GNI05Pb1Nc04bT3KPOa25f72mpyfae25u9TTVGGNqRCO+MD7A+gQfKGDEiAgoL0EYYRQGZob5v+9ba+3ZMwxCGk003Z+y91rf+t57z/rWXnvtvTcXl+37w1LoRUfNe7uggb8GzVac+Q6ffFn8dmZDFxVuCO/o+DTGBkWFqvC24p0ogd5TOeN3n5Vhk63205U/DgwMDAkJeW3tEfowz+29v/lFblkdTQM45wJ4RqKpAUzE4vMl0DmLa2hOLvHYwwNg3iCAPcdAX64IxhJnQBpsl3Jhz8k4hhIANRMLUUpWFOCUiDWqSjWcCwwRQNZgllIBDEbgP5ogrCQiynBIxY8yP9C8xbmVHKiOfCWXuS70jkBxUxhq5wh0EoDUOiUKK9AppFMDUlMdC1TEKqkWZCQRpbphkQxQEAW1IiojBhh4gMTx4jh1XFE+6iTJtEFmKY3wgoAIJa1KBEnADbx82BXQAQDFNYUJMOQg35J22EhLpXJe5x5zvSiMM5JgEs6VeA4BSID/nAclcAOEU/IwkHloERIgLf3HmgO/h6mBFgEtAloEHoAIwJtLAbBjoj0foshqt/ZZ8eOiVj7U8B7zxPist2ZtL+ODE9v+dxfkDp2UYGCNhesWJifM2hGWfWjrpKy3Uv75E6Ao2/mr5AXLZmYXVZRkm99a8Nzagm6V8AbvpG3V9T9IdL49tngDTNksm5mVV15eemLHcwZ8msWy/SdxC99mn+ZfPH/oT2femDf793mANZVsX/6j+dwZ3FJ3TClBpAHAibyEzQg8LxNSSRlkh0sNCLkERjIhBQjZKMIpG2uqOmRAQmCiooLYYHLgWQgQYmBAbKCYjBbUyohDNqpGJVTEQQgCHkSULVMujVjEsMXzyAQ1yf+0J5+5FLWtKFaYz53mNsHWJT4iYmiDAJ5boYKOcm9lE+5Rh8yTsEd5aI9o4gFCKiwhUm2jMNXNMWmPEAFsSIc1LgE1oByn4ViXjbyMVVLH0fLcAB50glrVfqFrgBYcGH4OqEIUBU6YLK4H0AandZKS70W4UCj8d8rxFALBwY3FinCX20WekL9qOo4l7YzdkXZpey0CWgS0CHyzEVC9co137tRNiSvs3plmHLv4j2mvLvz17u9/ON/bdHL5Ora+JA3lwtRK2qrqnNejGItbn7FuSVnTh6aDy1ezRR8tmR5nYHE/X5U8471jpqVj3Re4uuo1RqneVW8pXr5k08tbr7w+dwh0sTExgyfArunobzez/zix+smRfez26K1bPx+xYGPJK7/1hc+2D3kJc7ULQJ2/M4zSuJIfKD0gisipAGtBgFN03FBWJFGB6LD/RxoRPNgRRhCDFGdJaAJyTEVCj0ha2IZYPrpAc2U7liVguyzzIhwoJwa1AdoBW9ijQCR3tcHJ7lZCSvxP/1A51EAAeSeMoZxGSqDEjcUWALUVLnKBjExBYfDHAbnJLuREFUhFZEQtJYo2aELgKnBPMlVuC6lIjuHmgsh4ev0Krwt6xQakJV9hz80gMcIwLJNWIEKBJEMhRCMIjTLEe1SlI2gEiuRukUzacB0kAhUjI+IpjIIKEeQp55c1TsJv4JA+YiP96IECgp03SAMAyS0DMjKBSwCZFEayAfCcTPvCnhJMraBFQIvANxsBGEJgJ6X0X1Qlk5Q+vmcDjd9fueaVSQv2rrKOPPz7IrYqIxGWn5hZOVu1/h9hXALgE9ifsaa221UF8JnRooURm6TQRcFicCQRPe1xwmbWIxFqMovpejFjQweCUnwLvDEGFqacbrOyjuvspWXPUo+sZArZPwMdFAWQqxADyhmI462kQ2QmngOoK0dG7MspZjK5iBbcifRCCkRGVZRhI4oFZlIjqpijCIvKEbDGgecwTseVCGJJ0MNe7Uv3pIJKaEYL4NYQJkVUKY2lKlhCxDxY4rt+xKe22mkjYkEINSIjAtZhJ2LAxVID0hHwG1NIiJ5jzDgvisHj1C2QOk4OWwQgp0OLJtDBRLzKYKFRdWSoFan4sSJyzoO0FAA0CqTgH7bAHwdAS/MAyTVBiyAQqigWaA797pCIuyn1ibiIY446EAP/YYoTqeEP9HMpxCw2ZBQXhxgyALlJACLooPLBHQhRUfLIhAg52k6LgBYBLQLfcARwGSh1nEpH5VbtlX3GiYvXJLOMZb/6l4VZv8h+js+CtKtYS4+vY2mjIgIHDGEsY30J9LoCPnzhyy6ihbmYgi+aVLKZtwGmR9i1G2K5S9tNGL0EwjtB4FaPjzd0yAjYk2MfTXzUq/MidfSIJBJOyxmIkjgwN2KWwj9XQAQK47K4SzjxTkkCSUkv7bHmBKIhoQLHNQtjFTOQn1uG2kmuSgYVXWziRuIW26SHTpbuS0QrYoQqsY7KEUgqOoclsog3Ep1iq5s2IRB2SMEdQ1cQBCmPqypWJN1VKtGSBBJElqEJHgBVEZrLVY4XCkRm/kdEnE6guHlSJpgjD7daB5rAAUZNnJH2hCOrVNQYKw6IJBJkIaAgirLAuKHoOAM7byUtaD2XIMUIWS6CnBUZWSEDGnhUKQQoQi0GLaVzW1tr4oygVtIioEXgG42AfKGX6Dpll6X0pL01zrh43Sq2aXUWe3npE7GcyY+x2qpqs7khZ+3SWavZmpUZQSz88TVpWUt+mllcY7PBK0uOrl2778s9emxIfuWN5HUL5m44WmY2myqLj+ZeaPCOeuw/k9j/+M2fy29ZLDcLf/f0r9n8BcNwuCIAvKL/1MHzTEGJi9IH9cpIiD7LNMYzjrMHp3zFpWGIqCqyh5J5BBIaccKf/kldiOPAZaAIJ8KpjDOhKXc9AC4mgBwuFAv0h/ZxR8hvRWUPBZRKikk5blAI6eK2cn6BRkoiETQehCMrtDqlIr0C0KYSS7KwjcSRKcgs6UkGCUP13YCqQXW8UIoiBotQIRlkCVcn0NTkcmQUTslIRnFxvM2ljMIh+AR8x1UJg9FfEi/qZAaaCkhEofsIPC6EI5N4WEgTbFAJJ+TUxIIb4RcWURwXiXjBydlIIscgJZKhWQjKOwKppm20CGgR0CLwTUWAbqdAnyY6JzLDrerJNJi68IMZCRUYJy5awZblrnkxUaL94tnqjOGrkSZ5VXbJzyfiZMrEn2/bWvfsguRozpqxIvtHvNTbrffMFdnr2xYtSU1YQixz3zs/feTIpdl5V2dOShr4S8Q99etT78zxY7d4Tyv7e1WPjnlGJAGSQXWeU5xN2KUjYCpwAUJgvLhkRb7s4vmCU0AjH26ELhLiRk1VJKV7REih0EOBJwzCCUHiRgepQhMceAsL9SAoizBRJZcjmzjB3bbcWqKAIq9hgR6vptwlZHJbufuS0pNgUu0MHreE1+VqGBex6AY6TEqFAagFXMbbdKRQ+AqUXFwXvdTi0sYjS/6gbGwTWxIp1HG9UEE1GEnEI6UMOFnGqXDcR1SwlXvkEWWZ5zFOAohQbFCQuOtDTKCHUNQM9PymDQqBClqAygBEge8Aif95i2oLrYAXFlAZCYUI2lG7sBT140mEwrkQt1cbqyRrRS0CWgS0CHyNEdCVV1wXPRP2UthbwUOR8DbYttbWsWOSe2+JqeAPoSnvH6ovTBeLVs1rRwXXr6tfnhJk8zbI4YqQZzGbzBYWZDS6N/Ran81sampz+MHjwn5e0L/CUwh2e3tLU0u7XRcU5M9fBQtbeBvs5MmTeefM3eMagAUAytgk+27epK4hDdHBXhAqKKJW2AGNLSoRihyliTCwQUKFWJEgeLlJVBGMCqk0lvDwKAgRAT8ClDk5twEerOZ4kXMU4XcpcD3cU24FYrhUzoZ6uC7UhhFRWdtVshAIqVcGBsiJjOq8WYqQPrhJ9WCC2go3pYJaWqfYKvUiOehWguLihGSWdnnQI41E+9ErF79ERbKL0AgbpHCOlYY5TwNVXIFUiOJkYgyiGC09UIQoQUBOAolRk6jKJJ6sB2pJy1heXl5MTIz2NlhnRLSSFgEtAt9QBGDMQH2es4dyq/Zol+Xo5g8u3qx85dWVi9YXyXEJcrXDilfmDStB3MYlgDUEGQ1fdo0JinSCd5AxPNCtI/YO7NvXH15Tjx/vdQJ0yTU1NVhXd87qLlnd4OQTJZfOGyS41J1Su6CdQl2buhfRRTUgXHlJHSVXaKA1LZSmQCQeNE4LBxLrHDyJ7AEns7Ukc7cABFOTO52k77LHM0tEm3NivQuVEOtRancmdBGCCBdiKVWc5MSAAZKcXdW5sLucMpJH7nvnlzwNXOXKIKqtlbaKWEk1XIDaaDk0USjUBVc9qhZFJeBImhtlZGSkilorahHQIqBF4JuMAAwb4PKJLsx49wc9o0s/2LNxd6ouHSvzX3+oZFF6oora57GtH1kH+asw31gxOlrcP/rGLLjXijGv8Nzi6WBBGlJnonutXJP3bYuA2zDl2+ae5o8WAS0CD1sEaEZDuYrk1rtVe3DJMPP1d2d6oDGMnf+8B7SGuhcRcI48PBwsZ+O9UKXJ+PZHAM4YbXTy7T/MmodaBB6eCODDtWAt/OHqPrwEF1XVtPfD483flaXaCOTv6nBrzmoR0CKgReDvJgLw9Vv0VVwzwY0ddfXvJgqao1oEtAhoEdAioEVAi8ADEgFvfMMaDUdghyMTVfUBMfF+mHHX6WuX6QgnpQv6HhulaLmfSu6pzYrFcqHnV5bulChE3cdYfCO67qM/PQff6fE3akbPhmoUWgS0CGgRgLdW4LhEPBqL3Zeq2l144F1p+UfziytN3RGo8KZ9GzYXm/iHAFXor1a01BRs3pzTG/Vcj7Nbpjq5SQ8c05fPoEoAFfraGVUURqjBszAAMLP01azulhuF08QV7Hi5W9K/oQFtJ/gbeLtjAXncYL5XyISmvyFSnJMOgYfjoCi4J4WvUReqwmOKu/twbHsbDqle7LuwEb4L9m9CmMoKCsrcf5o2U2U+h+JKt77gy/6We2nUfRLbS+0amRYBLQJfMQL8bbC4vkSVet2q7irMxZsnpU5atPGye0PXuvnyrCULd1x2eeNrQ/G+zKNlXWk9YSwFOzfn14g30CsEFftXLFw444KLVKXRvcC7XdhSge/Fl1wRI9OoSCH867Eu6YQGMcQtad1VUF1IFjtO4oqDmkdOQApC59BIIe0iAhFoNW/oTmBX/cQgyN2E9l6IYFQM5vEjt9Qy1bqctEThUZdwB97VogL+eHRPIVMs6uoxNnVV9zfoEjqUnRCq1HnBE9bVeaXmiVSx1U0suuCGEuzdoWWzsgcRUgIUoCJaJFKoUOi/SqF8W0rKZveeoa1q3yQOi7LcfrVf6rfc1TBbQ8HmDTtr3MY7jH1FsV0VaRgtAloEvs4I6HEFrHipE62BVVe7McQ4ZBS0zJ8KX9HrCYImWlva3qD3wCqkdbnLFqTuceuhlFbXgvVYxsL9dVZXJEt8YUdbS9u03r0ZBfpfzHfYDWO/TN0xr3F/wXlc+gt/NCJDAvqyvZvO7qqdHZZWS4eNxIrMimXSwKdbZL7lJDItuMgTTZxPGMtxXA4lbCcRloRsZe9BrvQWDFBCoBbiItXFHmdFoUdiqkBi40gxwYa0iBBYrstZl6FQ+LHJE3ABIIUauURU4YkaWwlcXJBIVcDRKA/Keq9LkQl+dK8MqYT/gqErsTxg7qRdKUmEB2UeUGqruvEVIyr+QyREdNXGKgZ4CNTfgDKkJfvBB6xcIChpKTjVVrSGFcGbjlzgS/2WXTipYqs7tnDJ8utdhiZfUWxXRRpGi4AWga8zAjhrAikZeyxIztRxOavdGOIdHZ/G2KCoUFW7rXjnO+mQ4xHS39kHkyLmza+lj5o3b8niV3dcUsYhloaaynL8+Hp5aU1NZWVlTYOYEbHVFPzhtXmjdLpR6fPmLX77koVZTA01NRXNyaytqoJoK01AaykmqfN+snq/IhTNsNV+uvLH8G7YkJCQ19YeuY2o23t/84vcsjre8+IWkwvPHNhXo6X0InIckfAivZUcmiAO+A8BGqiRdd6qrTiXfyw3N/dYXt65zy9VVN3EEZO18bONm/ZcvInDGSmdCrABZbiFt+sCUJFr55JJPG6oylsEh6BHdhIhGkkOSuL/OBUpBgJ0yRWgDliumPxGYSQKt2gSAqnwxI6WSRDEnAOl4n83lS660EpOjSqF4cJgNz5uNBmLKpWqUuYY55YbxcVSGa3j2qggtJGzQCVFqgQI0b3RBaRcnp0OI1VwI/+kXmkBRRjbJaAuWZZ43opEAsO5CS2wtOPaWupKT+bm5J4sbmi1Aj202Fqbik8e/Szn5JWaFi6huvTytYY7MmSdTVUVl8vr4POWAOCl3dJ45XLlHTsEQwAU0CgujrYg9pZs7bI3b/uXf/z4Qtln/+cVeM3wqHlvFzTAWMCc+drizfKnfSnzzfTXMvlPMsxgrczfQL1B+tqjlYo0q9slRne/ZRBdlkOdAf4s5729j/cRlUc3L1V6iDdRF/QQpdXQm4TdKK2k3oRuJHUj1lJ59E1kR5Eb8rlV6EJmcSV85AvR6a8dFdMvlvzNSm+mezPzkuKCVtAioEXg64kADk2gx4L0TBkalTqr3ZngnbStuv4HiQalvXjDkuSMZTOz8ioqruRlPWfATtF/4g9+8+6LszZlratplRc15ovPRcdlvAWviV2dEh0dFxe36OOLKMRcMD865dXCEe+eLVr1XP+sTbnNVlb6yU+io5OBdmVGMtHGfXjRxLwH/ODf/uvFWUGbMiukUOC3bP9J3MK32af5F88f+tOZN+bN/n0eYE0l25f/aD52wbwjxpIAPuDAoQj2SRyUIvbamFDQMkDqdZ23iw6u37rnwJmiOzD6cbTdPH38yP6925ugq9XrfR2OIC+9MxeRBsws2POL3ANyZIIioW4brom0oq3SWhTCBZFMvgGR+CkBNfAGVNEFACXEOkWQWGdVDFfQPld2DAIAGsFbIFoQDiQSpwsWZZxoD+TEQ9J5SeY9RRQWPJmqiCICoYXrwooC3CUkUgFFSjrGzXVqcfOLJAkTUATVyS36DSiKoOD0Bo+nROAh8HRogARMwH9cBo8VSpGBpGg6q8rBxXanC6gLNRO25ermHYeq9H7268e3f1h4B8lun/tw64mqjkCvm4d2fVzWgjN2VbmH9+VVyNTfWrp3/+EDxxrFsJ81l+fn/PWanXwUjiuugTy0Fo064HrjlTvBt01Ff1o8+pGndoTtPfjJpKy3Uv75E5Bdk7OpSv60rY15uTmY2H38gnNfnRQ36d3nsg/98eXcV1KXHFVWnrhNpnj+LTNbZWZwwozCEcuKKipKzmbPisBvYdXkvB2XuvDGlOVni9ZhD7EHdJk/eS46edZbjOVmJMdhbxK9pAAGLB7FmvOfikvdE/9aSXXFoT/2XzIpbm0xjqMaCzctSI6b8V5A9pHsNxpXpy7bgTFrODxp4bJJW89WV1cUHckaG+pmNw+JttUioEXgPkbAG7tA6kOxh+J/ogu7m1ZjlPhSDhJZipcv2fTy1iuvzx0CtdjYIROJdcjEaUNsfTOoLDZBY3McjuK16cnvPddSuFS5IVOw/pdZ7BdXcn4L/JaAsYyVQmeQtHSHY6n5D6OCLeubXh+LnwbkMDE93BZ1jr2imhk2nfntZvYfJ1Y/ObKP3R69devnIxZsLHnlt77w8eEhL8G4Q3BCrwxPIFFPTDkW8EobkBAZbKivRlrKwDpmv3bmk9OV7JGps6eNjOIfQJv2uPWO2eILVtKVqJXSCIrgkUQJmF24KEIqigCtlIVdIiNKQ9EEwS8IFLGYs0Ru4W7AFs2WrFKgsodGaCMq2APwFpQhK0ImPZvFpUkaIKJGwS4GcthKyoUhnBrMADUg06mLCLkAjAXqQ+eJACUIWwS/2KF/SIsb8SdaxA6a8T/RubgAorEJBSMgMx5BKGDZE/RGl9RG5nMhyIZaqIaayGSokTzRpnwYkCvhTWAi3kAlTu4HGcsZxZbr4GKBy9Z+x+EY+9SU0b4d0Vc+LGzrHBPALDUOx6ynpkcbOvxLNrRa7CzYe1BKVGFBVYt1ZD/I463N11FK082WtkiDv451VJVV68fMCpJfGcdGNJOHGmvkjeNOm8sXHniD2ML3PKevvH7o9WidLn59xrolZU0furRTxU/erEneeiV//hADSzn03roZJ8tN04zO36+TzTvcw2+Z2Q6uXsDS1mz77fPIExubCP2Brex3M95KW3Vkx+vTABcwNoPlga6gpTmO5wv+EJyyI68lZ6LSmzAPYi9t+69c9vKVd1+AHiZx6Zr1W9Yt+a/cH69N8wO/kldUFC6PZSzupxkr36tpg7GNFS+trl+92vb4iKRpc5OcFmslLQJaBL6mCIhXrmEvJfta0Cw7214aYW1hbNYjER6obdjUE5hPv5+btuY/oNdAsLbz/V22bfLykNNYTNeLGRs6EDon/OSdMQYWwZwGmo7r7KVlz/I0Jbt/TCrdAQTAvRXyTmvd6WIHi5w0RY5LkF3v0yfEeS0FXMgIn8htb7pwJi//YjXU4pImjxs9MsQP8baWmoL8vOKKJgjyyBkLHhsahrpaG04fO3K+otHhGDB9dtqQCH9oVXKSchDw278Ci5oR+OHhGY6OHGiHGiE4BW6pCpw8PWMBgGdKtImEirCgzC78TkloF/4DJg5YUD1mTkhqRzKkI5DCMTaIJ624uwug4Ls0YxO0cxJhkXSJY6VyNBHKQE+aPcnsnS6UwOWQ1xhvVA97VIVyxZALx0byyGAcsJWODj8tgYlbglvAEykXIMWhMDfQecNY48SZi33jAttDWXvNtap2nbldF9bSUGs1XzvFdI95wzFlwZGDmCO/trk9LNxgaWlqIik3GsxJcFJZb5XWsnHjQtEcwktLSLm0E6Z6ci/XwxSEZyhnK//8ShS1+QT2h3FPm2rSEtA+DJI8QXsLW/FfOC4BCAqPhw9mcXw3W7ffMmNtdYWMpbkuT2trBtzMxx/1IMMHfmCg3R3cxFrbq1naP8geypDyXAZ7rwKmTdrL2Yp1P4slbiuDvgpHV95RT5Vkr3lu1oKEZWDJy1nv/e+5iZ6GVu46tboWAS0C9ywC8PAw5hjR20NJXe21FuiWCr7g/aFHHnk1pTSGufcmjbKpMHsHU7o56CoQ34VdEvO9twGmR9i1G2L+uu0mdDGB0FvBtY8PDr0QYAc0cg9FTA7Cay5FVHjvjbT8z9ZqBsdGDB+E08rdAAUQ9DUe+XD7qRLHtO/MmTVjSkvxycwPj7XYQbntytG9xeaI9Kef/k7a1H4Gb6S3NuZu+vR8S+TMubMnDK3L3fXR9TY+T4OaSaCQinZB9pV2IRb+iEbmFo7qYhx5i4QkCb1VpJD7Kqnc3S4SJAJjRVZIhNxTFIVpXJOiyxlcaEBL8TAQcPulCL6ndiLBjyZzc9BipxQ1PVfC4yK0Q7OULtRw9ylGal6SLdp6o8uF16mMo7kJUHZGFisyXNJ87rY4DqqjIA4DcQvRfEeHBmV6hcR/L23cjZOHsg8ca2KmU4c+yz540sSajn+25+CJ6rHTM4aGwonpMBjDBzBWWWcGzbdqSnVDU0bH6a5ebYAxfFtTbZMuMjKUvmZFx4usI/uVk4POkRDuk6et+nKh9Pg6ljYqgn6UBviBIdTs3JLFwrAEGpND+mAJ7qiezs5iyROHfqm87h86Cm7RnMfbLQr4+EAP0y76gUpFl2wP9uk6NpFtch8MIy8p0/bFMbCrH0QE/OqyZhc4vBNn/rzQ0VZxNntF8LqM4T+HpW8aaBHQIvB1RgBm6WmKnXpwnj+gQwTklzDCkPzKG8nrFszdcLTMbDZVFh/NKW5Q2KFPaa6vaFDWu8JwISia5R47XWm2mGvyj8KvPmjo08lFr76bU1Z5dO3SScty4WpLGblA37Fs7a4aiwXlqsQyVgeLY2sasLfxjnrsP5PY//jNn8tvWSw3C3/39K/Z/AXDcLgigKc66SJmCEwAovvHIq8RBqp4+ctZEE/T4P1CRW9LtOoNBQqTL7t1rbjU4Xhs3nceiekfHT9y9pxJjF06X3kL5lJa6nS6YGN0VFRswsjEgRASBu5cYezp2VNiBkSNTn0mjrHL13BOBZOYeoeGcLvQTmzVwz8CSOG8gsqJDii6AgqgyRJ1SgQcuo+AzQAoAEkVoDq1AAoJcQmEWJmAREhMwcL0jAjAIE7q4pJJNooSNpJznJl4nBtoQUDnYMRAeJlInUSkhMRhCa1CgHbiJbmkgWtEczxCL3VJXq5FaOKqUB820yiETCAHJRYwYiEJ0JBt6JRopbhxZgwd/kMq3OBOpQ1d8+qXMObZl1566cVno3SR33vxJz/5ybORLPLZl16GQsrQCC/O5hMSG8mqym/YmfXGmZtD4+LjBsWz2hutjN26foZFDjb6onwQR0eLIoa6eLDo6OtYMxflaQtXCHVV1WZzQ87aV2atZmtWZvD7J+9/nFvTcOkPi6PxVxvMcK0JY0XlVxvM5sr8zdNTl7E3VqVwUiGWfrY1Jlclzt8y/JonP7OK5b7y03f21YC+yks5OcUwMAAZuVmfVdYUvzMvjuviEoLiRqexrB2HL1lsZnijiut7Bpxih895kbGVv9mQb7bZKo++v2ATe2PJ9O6mc8yXdq7NzG8wsdixMxe8+AtYCqfM0uavXQyraGlRjasHWk2LgBaBexoBPfZSsq+knstZpZbebLxnrshe/4uwJakJwcGhccmpfzhRp7BBn/LWrOSI6OcK5TVL4jO/XpG2KTUu2D84etLv8+Bnn/qzdxexTTMS4lJfCThSdATKl6r5dUrQD9evT163MNrfH+SuO6uIha5y5aiBAwf94GOSalyanfezil8mDezXf0jq/3vq16femQMUfJ4D8wH95xmCVzF/ImCq5SXYYe6lPEGZCzwQ2QJK1o5ub8NL2XpmhZ45MjTYBxXpdYaI6Didrq2jU+fVJ3ZcNKvM2/Sn7fkXr7XiTSfmoN5uz8Z1AP/9/rZKna7D2omMqJYD5DLKZoSTWMDAPxUALQ1V1NaiAgKQxn3hgkUOJPEYEwAsEz8FiXOJrXQMeWn8iolS5FEeGmGZwtVVFzCCdPhPqsgahVpVkHaSNeQ0d11FohSRlozGHWKxhkBjNvQFjXM3TWGnRsnDtXSvi3PxnwgFj/Tw6KMiBHSaSxCBRANwuI/DDgJXJqxJQG4SoLBSnbMBN6frbGuoq6uraWhn7fXVdTeq69tZx42quob6m61WEoBk/v1jonW1N5pu37rB2MB+RqOxH2NXTM2mG+c6BydE+qGxrkFxGiFsiPIV4xyuX731i2drvvdo374DnvjHvFXZJT/H+y1BGatWFK3MiI4YvmPQR1lrMlhQEM7M+EWz1QsigoPjJi2Mf2Nr/W9nquY88WcLa9qjZ32oGptI5HObeQ8RPu31oq0rNi2bFR0cHBE3fMb/OmE1JP2v7BW5KxfERSfvG7E1L+sNVt4ubigFjfrNmkVvzRru7xOckLJC6SBovpV0kVjvqLkVR/64bskkmGCBXublP+atSMfbU6BbAbxkCkOEj0/HKwsmRYT6Q4SGZ6z+xfq3ksQoxlJ2bBNjWaWNsCJFAy0CWgTuYwR05ZVV0OlCx8Xv64Aqu81u7ehotbSNHZ30pTTbzCZ4vtcQFBRkUHVH3YgAWpu3vzFI/Ohh/WtDQ5sx3OiB02Yxmdq8u4jlQwq+hedA7Pb2lqaWdrsOekibhGvXrk2ePBm6GLACMgXuiYGu/pW+n7diAzdWphrEdzRd2pB5pF/yrGcmwRKWLmBv/Oz9bbYp33tqRFhjycHMo/Z5L3wnHAcnsMDgVu77Wy1Tn3lqJCQJeJ6z7Py53Cu1YMPo51+a2GsOQqUAAEAASURBVPHF4cyjl8enfzfcVwdjFYfD7h3YP4rPuoMSxRSXMvejiw2Yweiva4twl8Zf2OqUoGgAFGLxrysgFfzhDsGFUCKFVGgjQqlLLVCSSn51G1fKKcQhApTgkAycSNlyRVKqq1lE1FWBwitl90IXqcFHjMh9kKkA2afoF8GDVi5caSCMSrNrUSEDNBwAOd8khstEq9Pbmw5/sKOM5lIEt0qowzFk3o/SwnEMrutouLhx54mRY0ZcPNex4MfpxvbqzE17gocPrygpSX/ux0OC9U51KglCJvlz8uTJmJgYbwleBDDq8vJqfX9cv/q1tctTgu0+/nB2Sy4GP3mzzd9oVH7FvMVmsdiYt6EX3YAiqUuBfvXM4OwiutGFjNjz2BgMxzz0HmrBJIJ5BxmDeiAkkWZwwgC0audsppp6FhX1pW5RqS3QyloEtAj0KgK47oEPSrCAXST9YU/5pQF+8uEuk7d3kxDkvmjfEB6u7gNUvN5wJ72bJhUVTAUH9u3rb0dQo5V+GAvkFez1ndAZ03WwmhTLdI2PlCIAvn2jYfXdhaL8smH9h+B9fQmdnfDkMK+AZALotJs77Ho9XYvZ7zSV6XTxXl7QBNPyYYOGzRg4bETRgV35hXXmcaF0gRoSHjMwREZaRF/KV/bEr9Q8Fe5GIdq6kKgR6rKrfE/cHqhdyboSuGBcKlIdIWn849LsUpG0eJAwaC6NLhUnpacSkfZGFz8yUpmYXHLqdVep1JWCq3YQR1ol1hMZnJREJk4/WEBdX6ZLXLAk1ahv3PX+iUlL5oTrG3f/+eTEF2eHs+Yj72+pb3msfwSecIbQiDjGLp67qBv6eCCcXQEhg0JZYUkJY4/2D4KTUGqlvVAtTznnMM2FyllpL4ayN4w23FI6/OQ9ZemvOCohvV1+9d3oQmLseYiph81dRLhzIqmHzszbGMUXA7vTa3UtAloE7mUEKLlSkpbdFPafUHbpRO+lxm9AFnTEBDgywQJs8MYIAtYIoMAR/JaAsyfXB42ePQEeSTiUueHM5Rrz7dstTfXlJWfW/WkPLjJUQKcLG5wYpjPtyzlV39JqNlWf2JID93eSh4TCiteTuaeu1TXdvtPc0gaT1qFB/l6h8SNjGTu4ZXdpTdPt2+b6qrLSWtXDTGhl70ExwnOhR0Ge2STWnd0DXqJ4eN0Z3OpOYvcSEXKk4HGncNbdhDqPl5PkrqVe6RLnizhRpEqUK8vqPelTI9zKHpmcNCgUzlAnQp6fupa29nZTxZU6nR8NdL18We3lisb2tjYLEOPQl8C378BINCF+QBitCg0YMBCm61i/5Og+9CuXdLgnU0Gh3CsYgXDb+Uz9y8bvDKSFtG4tWlWLgBYBLQL3IQLeOCKhHoqPRXhVdln3QeGDINLZN3uwpmtjQNToxc+EnDx8oODw7gLJEZ/8eB+4NqWoBfvRHIghcs78Jw9nHsjaUohUoQmznnysP8yz2L31jef37TzPWSfM/D4iWfgTz2fk52bl7s7k+GHT5w/lJW37wERAfTKoy/fDQPgZwi1HGEU4pCbY+4bFTow8sefjjaBx2LR5RjzRjGOmjdyRs/0iFCMnTDEq6yV8+ycMg0HLQDF1qe/bHy7wbw6OCaeRyVcx2TDm2R9Ko76KHI1Xi4AWAS0CvYqArqKyig9KYDiC4xK4y2q3d3R0WNraxnzJtSa9UnjviODeuQK01gRfkkr3c+xyqYkN1ppMmTLlHvWqnZZWePkl3MXR+xgMPt329xA9uKMEL6RwIbFbrfB6Ni9vXy9XRljWAwnJy9vHDX/v4qRJeqgiAOe0tFeet3DiWTr1PgEG5zOydktrm00fEGhwPZsk55ffg9oTJ050s9bEi88vgj0cvrx4jUOLgBYBLQJfIgJ479g5R0JjE6g6MV9C1LeeVG8IUD2R3K27Xr6ennTw8vGhqRV3Nh9f1foV90at/vcXAUj+7k7DiRfghvPq3bnoxqVVtQhoEdAi8FBEwPnwML9WU7bKpdtD4YZmpBYBLQJaBLQIaBHQIvDtiIBzPhgnS1TXa6rit8NTzQstAloEtAhoEdAioEXgIYgAvhQcHx0kU+l+jrP6EJivmahFQIuAFgEtAloEtAh8uyJAsyZihkROlLhVv10Oa95oEdAioEVAi4AWAS0CD3IEnDd08KFFF0u11SYu4dAqWgS0CGgR0CKgRUCLwNcQAVwGiy96QsCtW5Xw2uYuEejsgCc7rS7vn70L9T1tUqtWl++pEk3Y1xABeBQYPpOtgRYBLQJaBLQIUARwrYl8oQlOk7hViUbbQATst2oqCvKO5ebmHsvLO/f5pYqqm/gyWGvjZxs37b148/7GqLP1+pXLFTW36MuAUpVatbos27X9wxGBTvPZTzdu2nDCpH65sMr02/VlJ3NzD+ddaLSIEXCnxXQh79j+3JNldbc5Yc2Vy9du3pFM8MGmisvldcpop9PSWHa5svUbGT9Lm7S9FgEtAloEeh8B5YaO80VPxOxW7b3AbyOl3Xx+/58/2b3/TNGdwMBAR9vN08eP7N+7vQlyiV4PryUJ9vb4ypJ7Foq2+svZOYf37853yV5q1eryPVOrCbr/EYBxyfaPz7LEpLjPt673MDpxmCs27zhU423orDqxbeP5VrSo9dzGrSeqOoK8Gw/t3HzVjCOO6zmH952skGOb1tK9+w8fONbIv97N2K3y/EOHK+18bvT++6Rp0CKgRUCLwFeMgPxcF7zoiV5DKbovD+99+oqKHl72zsrTW05VOIZNnT1tZBQfg0x73HrHbPGFl3PSlahyeXp/nLRWlZwmyZVXam+Hxbi89k2tWl2+P5ZoUu9pBOzm/Pc/LgxN+eEzKUH6cYH7P9q6ni1YMsXofOkrs7XDXEjKnGkpvh0xVzYUtHWmBLD2Gsaenp0ebbD6l6y/02ZjQV4x46ILz1S1WEfi53Nam6+jmU03W9oiDfDhm46qK1X6MU8HKZch99QJTZgWAS0CWgTueQToGzoglWZJ5PhEVO+5sodRoKO19nRRJ4ucNEWOS9ALvU+fEFUCkY7BzHnR6ZOnSiB3sPjkKRPGPhpC73rtaK4+m59XXNEI+BHp8x9LCIWCo7Xh9LEj5xEZmTZ3xtAB7m/8FFJb6wtLHfHJyZ1FRYWFV8fEJJNI0ajtHtYI2OE+zseFkROef3p0IA4aApK+s9gr90O30YneBz6Rc/z056HxQe2hrL268rqFtbSz0Ob6mg7ztVOMpeK3w1nfqBjGTtY1t4f182traWqioNxoMCdF+LMO0+VaNm48nnIaaBHQIqBF4KGIAF9rwr9ShyMSPmuiPZyjHDxbqxk6+hHDB/U8ILA2Ht647VSJI3Xm3KefnNpcdGLLhiPNOK1iLT2yp7glfMbs2d9Nn9qPf1je2pi76dPzLZEz586eMLQud+em662eo36zsqSJhY5OGf9ocj9Wm1dFE/iKeVrhoYyAvTn/04/PNoU+nTqCxiXcCd/BY5+KZRfUd3a8QuKfSR9fe/zA7n1HmlhT3oHsPQeOQ+HYvt0HjleNnT5vaCiemP6hEfDV4cob8F1rdqumVDc0ZXSc7upV/DZ2W1NtE4uMDNW+G/xQnima0VoE/j4jANdrOBqhPz4scav+fYbF6bWDpsH7hfZxoropmSqLr8BV7DMzE2MGRMePnDN3MmOXzpWbWKeluZbpgo3RUVGxCSMTBwaDAE789OwpMQOiRqc+E8vYF5U4p+IOnebLR6/qho8J8/HqP2wEtJaU1rvTaPWHLAL2yoJj1/1iI0Ob9mzZicMHDtbG3Vv2VEbGxkbWnDh7VS5a9eqXMGb+yy+//NKCSBb57EtQUgrzxw2LEKucfENiI1nV1Rt2Zr1x5ubQuPi4QfGs9gasTbl1/QyLHGzseWQtzdD2WgS0CGgR+KYjAGtN5MW6WPnqVv2mDXww9FvxY8I9gMNqg1szYfJGj194FAw4WtvtTB8SOy76wpmTG9d9kTx1fPLw2AA9c1BC2rNxnSI02pOK9vqKCzBn0z+oo7W10ycEBFaeKTWNijTe33W3ilFa4X5EwCt2/NNwKFln464/nXAq0Ov9YPDx1HfD3A6uvbX+xi2bDe7jtN+oqrPqb/GC3eAdaOwXIO4rGvrHRLP8G03miBuMDelnNN7px9gpU/OYW+c6B0+L1EYmzjhrJS0CWgQe+AiIZbAwHqG3m8AegXZ8EoUj/t63pRU3kwYM6kUU1ClAD1mDRjT66LGz5keUnT+XW3T8s6Ljo55/aSIXNT79u+G+OnokuNM7EGdTXMF+rSQPMBcP77jobLhUVjtu3MBuFqY4ybTSAx8B8WtzsbMTzgb10MTamLN+G8zGcTi2b6drIeF7L6SH00nXNzIOVqV8ccm3kiVMCND5eIXD6pLLRRcqGEuPCuFc2laLgBYBLQIPRQTE0ETcxZF9pbyp81C4cH+N9O0b/ShjF4ryy4b1H0L39YU+yCF6t2ceIJi3LDAdQhey9tuNkFEGCxp96MCh6QOHDi88sCu/sM48LpTST0h4zMCQ7oeAljpYADt46tzUYaGddkhZerhsPrAl+9zF66MGPuJhFe79jYQm/b5EwP0kclViba67whIXLEk16ht3vX9i0pI54bzw4znhrPnI+1vqbk0Nj4ClsszPGBELo9hzF3VDHw+EsysgZFAoKywpYezR/kHqwY6rAq2mRUCLgBaBBy8CYq0JGobjEkiTMlPKYcqDZ/PXa5E+aPTsCfAo5qHMDWcu15hv325pqi8vObPuT3ucqwTIotD4R0JZU/ah/BvNd1qaqo5vyYH7O0lDQuG1bCdzT12ra7p9u7mlDRYqhgb5e4XGj4REcnDL7tIawJvrq8pKa1rcHGsqL4UFsMOHDPD18TUg+BpCokYM1zkqiutua4fHLVoPabX2lqmlFc6A23h21Hp2ornVYoGToZb50jgGXqVT+0X5TUtraxvQK8Njn5CBsBQWHg0bgE8Qw9hkwEC4p8P6JUf3UWgQr4EWAS0CWgQe9Aio1pooi06EzVryE4EIiBq9+JmQk4cPFBzeXSAPaHzy433gWpSCFOxHV6WGyDnznzyceSBrSyFShSbMevKx/jDZbvfWN57ft/M8Z50w8/uIZOFPPJ+Rn5uVuzuT44dNnz+Ul8S29drnl3XD0wYY1FivgY9MYSXHy66bBg1DvFBNJOqymkcrP6gR0MONlkPb/6IyL8FtFOETGjsh8viejzcCzbBp82iNkXHMtJE7crbjPb7ICVOMOGVC4Ns/YRirvTwwPIiq+r79oxi7OTgm3E2mINd2WgS0CGgReFAjoCuvrJLzJLDHpbCddntHR0dbm2XMaLiV8eACvCJOgc5OsNrOt1CwSbh27dqUKVN6/QI5kNedvyCjE65TbXgXR+/t5+cj+/suwiF6sMJE5+0rSEiow9ZhtTuYt4+vl5dOBhx1WTs6HEzn5e3jJQV2Z8E3jVeC08Xjb8gyxSCINsRUqfZon6CEY01Hokd68k8R39VbFwFqOpeGrnz4ewMjOAfRemaAE8/SqfcJMDhv4sFXd9ps+oBAw706a8CIEydOxMTEeEvwItDr9bCHLZimgCdXNJwWAS0CWgTuWQTghU08UWIXCVKpqmDumZq/WZCloazw0s2AmGFJscYuQmyVBWda+yc/EqlcOHYhIQR0u9Crem5TsJgg5B/PddCECKWiMwTgm1gFUSfGi4t1le3l6+u8tQ/EHPTe3pBF4J27wKa2xseXFjEqZjyYBfBBBgPPF7UD35DBIqwQUjAATYIdWUmDlLsdbu5KJx1ZGBXq4LD05A8Kln/yoLueG+JMEER4kD2eGy7BAmIOhCUOz6boDQHuq569+LnoIu8eVGzN1UWVjTA48QqMHJsU5zyPUbbpsw8+i874fnKoc4T0lVTaTAVny+NTxhrFgrfuhdlMxWcvw4PQcJdqWEpSz/TdS9JatAhoEXgoIoD9MvXuirVuVQUPBfPadOXCSSmk5+N7nu4XmIs3T0qdtGjjZU8K2naOn/LoR0Wempw46P2hIrNA1z1SCmynA+ZdsIwYQvMmRGIqoxaiZ1DnlEiLKE8gxTrlCmrRIHaS1RVLFsgmt70bpWjtinXDdFd1k+5WRS5wHYKAflBNBswpUImhE+W5JIW7tUp0b/cYSAQ6YNIc2nMTuXgpjdfEFjnhmNEhJZSkgr0LIVScGOcxRHaSQdQP+LnBfXN3Cx3wCJbaw7Nnz545c+aTS/eKLwcqdObSp15ctOPyvfu1t11OmZRyAdfL9AS2qncmcVh0uTf0PcnT2rUIaBF4wCNAFyzU1zoNdas6G4K+v6niCSvzbilckpwxaevZn40Pa7P5RPNb206ye1kyDhkF4uZP9fjgrk/wdDZdNcvtUTHvlqHJ5Uqa0o4TQ0Q4+iCAqSOaCIEtJTGeoFgn3MqBIpIIQth1PxkD0kCszJ1ICdzIK9S4mSAaRCuo7mZ2AgnkH3dKzBk4sdx6RZMQibplC5a5IRIj99SibIQi2HFALzAkAgApRCKK/oRzUHWRiJQuGEQQkrDd+Cr19GoP0rhA1OQ6T4Z4alPZRFHjpOgUGu8aMU5LN4poGMONeMjODXRQxFnuRAxUoeCe4TYwcWFNzY/spesHPc7c5zKCJrTfuqMLvndvlfXxSWNp+CGqHsGQ9KHD8aGlIN3/lz3SagRaBLQIfAsiANkS+mgFoKyuKnhRMEbFDomNjR0aD6/gGPDI0KjY2CFDIk68s3je2/vkV06Z5VJmevqblyzmzNeWbi4u2/eHpdAJjpr3dkEDvJEMwFac+Q6ffFn8dmaDENztzjs6Po2xQVHwjgYFzEc3vJ0+Sjd6dMCLh5l8GYjt80//86nAwJCQkFd+txPeq9p+5dN//c3WY1nv8DUoMEJAwOSFowWl4Lx2puwFOmCGH/45AcqYsjDzOpOy0ozh8hwx5BDQSXmPNqCAkGoTuDWwRcMIyCocKUkexXe0gWYvkA59kToEVgonadgOi3BIpHrjVERYFEIeOrXwEqFJiRQHFbKABCMzF0U0nnUJvUBBPEDES8IGxArtXX11t0dVx7DDgcHjoMQfBZM4oVNM8sia0xKQQwdQHjqhGXmRiBYtCfug6rTwwT43wHd5blAg0AOwXdny80AgOAU5zouq2DKr8oJagTV//C9PjnnmmRf/4Rc7LimzJvADX5xZXJmzFn/guvTXjtbwHzgzl+17bd4oQr6ZX6N0DGoNSjm4o7rgncVIPO/NzbI36G0XcWnzm2+CBfkbqD9JX3u0UpHb24KtJvPtxWiqTrf0DznCN8ulN9MXZxYU73yHmka9Vnx3J3qrTKPTIqBFoLcRkNMASM87eSVDeM64JNiKz7niy08BvMc8MT7rrVnby/jP17b/3QW5QyclGFhj4bqFyQmzdoRlH9o6KeutlH/+BCjKdv4qecGymdlFFSXZ5rcWPLdWeeSFhHXdeCdtq67/QaLymIot5+3HUpe8NXP5kQ//vPdVxvgTt1d3/+v4hf/25Kf5F05vu73yhZ98UGS13t78/r/8a14I9LzUO9MWO2rKjaJrBqRoRYTIdcqOd1l8iyMKZWyiapDpravlhOE8wIoAW67X1QQlf0CjGMUgm2ThBVEleShEiFDLdJGKbqGv+F+WlUhwBNkCTJxPalTUUbNgIdulCUI9SkfZaAyBB11I4gLEgjz8P7Z1UaxYcLcCjU1oCMnHkYpxdKCgxtXKEAhDhDmcGI4zgjjPFTPlIRC0ZOFDcG7wk8tpNPnD3YYtHSw8pyDcBLDDmhowGBzcZzL8Jz737/+5ZOZHO/+7BhaCS2gs3LQgOW7GewHZR7LfaFydumwHdgGmoxkJswpHLL9SfeWjUXsmRf+uRtJ33QezrNSElBPDlh3JWpO1cuHHBTg26H0XYTVfXAkWTHr3uexDf3w595XUJUdNXZXcBWPJXBK94C0GvdGVvI/yXp3x2NtHkdraejF304KU5IwTSUeOrGdFha3uY7W7yNSatAhoEbgHEYBZW2UIwpME9vn0XyTHHpUYxy7+Y9qrC3+9+/sfzvc2nVy+jq0vScPZYJjQSFtVnfM6PMIYtz5j3ZKypg9NB5evZos+WjI9zsDifr4qecZ7x0xLx3Zd4KpWaowKV6q2yh0z3ipadaT+9WnhDkfbqOkMXh4C3eGhX/8f9sP1i6fF+tgHvvzrkfPW57eMBROG/9/lS7FdJCHsiXkVxxZQwrrAQQO5jQ2SHDmJHimRHNZLAgZJODlKJgqk8ghALXkEKXBioCUjzw2oh8IPaJIIG/yH/3sAbgk6AoRCKgmFKqIQUDpKwjoMCkSJkwMn3LYiEtpCIwFRoSCsCbkiDDiuAEHoBLQhCbUTpUoXN4mY3ewiBaoNcPbsqIoeiyiyC5+0Ex3mlgElRQNJkYPu9LjwOSsyhqRJ+sZFwZYfeEITATcZm0ECqJPHWbFKGsOpu27v6bkBNqCf3BiuGauIFBYSkkJAWF6iZmEarTPtaiZgvAdPeGyI3TjXtdEPfuDJKyoKl8cyFvfTjJXv1cA6kNJPfp/LMo787LsRQT7Tf/BjtnrHdfPyqO7v+Wasydvx84mMWf6Y/GpBVRMba/uSXUTy1iv584cYWMqh99bNOFlumma8e3ei8sF0+u1NbM3Z92YmgX2x2dkXometK/7VtCQ+Mlv0x6YPlxptl15OPuk+VFPJ0IpaBLQI3I8I4BCCADtWTF/QkSFQP8uLPW+N31+55pVJC/auso48/PsitiojEX7qZlbOVq3/RxiXAPgE9oe3lrXdriqARatFCyM2SaGLghULJOpu+7YWuAZLfny0c7ASBuSW6vPFjBUviftY8s6H9182s+E/GB7As6bIfNw5Jc1gKhL+SkZocwVnSFzwStrp7LBYOr38DD6uTzPwXAtUgpCXlNv+kBeoQckMZIYgohbaCLOdmrl54lDZ29vaHd5+/r4Qws72trZOLwOUMeWIf9IIEI6MxEyZCr3momAvC04tooSJDikFN6zfoAqdI7LMmeUWDRPUyCbpQRe6I3mwSRjEUaSHCKiJt3dvlwci0gQ6SDvXJdSBBq6EO+xZqjCarJKjRsHlVKZETEGB2yIiCgoL/NC5oNwqGC+gEoTwWHp7W6d/gA+PF5hIDYoBpIOoaSMV8KC7SUZaKUAJOLiExuOtSjiIVBRswnzYQXtDB0t0E6eu2miuVIVpL2cr1v0sljBWnL70o98y/PY3pUbDsIVDclm1eSJ2CB6ghaWtfBnGJQBWFsbyLjWy77R8iS6ivYWt+C8clwAEhcczpkyuIqYnsDRdh95o2CBhW2gcuJKHEyQ0Elnz2vM4xvFOXFu4tidJWrsWAS0C9zgC0JlgXwxDEZ4fqAo6qNprXcaJi9ckv5qx7FcZm7J+kb2GX7a0q9hLj69jaesjAgcMYSxjfcmOF+7WB6r4uhbpOWHqO2yVhzfCWpMM6JD6D2Zs9tpzf1k4FFaWAMBrTW4Vr2UlyC76fyxyJ7EEZcwD8B8BO25MvBAJiAJ1+bTBNiKBjb259np5VY3ZYvMNCOgT1NcY0i96YD8fa+NnGz+1Tsx4ZhSMvVwBRAAfSqYtpRWURoqpoKIXVhIRLwsM0XS2Xr9aZQ+IiInC19qjSNhZmw5u2tEOqpMjmK3xwKYdHRPmghmKX5SFHU2115pgAEM2gD025hs5KNJfj/p5CuMqQSj+7wJIh37QPxSNRPTHqZ22YuRU7eg7hdPJjyXJrLPdqrl+9VpVc5vVx9+/T7AxrG/4wEHhkJ25RpDe0xO9XBzfEjmygG1kGLcO7cGScgjwbECQvOgWmSTUCnrACTMEO3mOHiKjilsSdlpqq+rtei/I/fYOe2BUTHgADFU76q7VdSAHB/8BMfxzN1wjbtEwh/lc1idnmx6d/8LkEC+so2qunvjuNFy9cPF6u3940pgR/fzhaX8Yh94qOf95TZvXkOFJQwbgA+01V0qtIZEDQ2mNqqOzqfp6o9UQExvBH0x3tDdWXL8TmRDXB96pw4eIwgcZClIX26vH2Gn4QYbBD9yvy3yCtb2asVUtjtc9D0aI0WUDQwE5oAiDgqGHLsJHpRFYk0PEJ8FNp7OzWPIbQ3s9ZQKjDn8MXWWdhYWjBW0NzTDTy8XTbWLnrSsXg7WKFgEtAvc/AvTQCHSGoquiLspZ7b1+4+J1q9im1Vns5aVPxHI2GETUVlWbzQ2wUG7WarZmZUYQC398TVrWkp9mFtfYbPDKkqNr1+4TS896p8rHB6QW7d9dUFm8c0H8U4eBC8cq4dP+8/HdS3+x4/NaEHuz/OQHH+TcUQnEZASgyks4DgFAGt6Ee6gItGii8QuUbS2FB9Zv3XPwbFFrYGCgo+3m6eNH9u/d3gRdox7eGs6Cvd2nTEg5z5NCLaUjDDMaomgiE4QF2Ib/OA0RkRjoNOsvZ+cc3r873wQaFQDVOhaMb2qDy2FhBrcf/SIxTNdZU3Dw8MFDBw8dOkjbw4c+t3SSQjetqNwNQAS3FTMlT+LCAclLzVBBRu4ncGChs725qRm6dtEm4kp2AbLTXHhgQ+aeA2eLRTzPHD+6P/vTxg40Xyxbgcjw4+NmVLdVNAJUK3aQcjSU1qIIS4DIxU275dZNE74LT44IRABVpwZ3CP0noHMCjYAaR2F0WNsXnx34bN9n+/btO5BzYEf+Vfyso91cCHUnFJvpY4/ILC1ljtvndmw5yxKT4j7P3HDylo2sk0Yg4e3Kv+zMrfHxd1Sf3P5hYRt61XZ+49YTVR1B3o2Hdm6+SkKv5xzed7LSJry8c2Xv/sMHjjXi0g88Gs0Vp3KOXKfDjiIxRvQfo0PAX6iGbU6or6wFuOVE0B3a5vqKhpoGvqxM3aSURzz9U8aW/XJDvtlmMzeU7Vy7wblwViHqptCI+Lt3EY1VFTU1lZUmC44bYBhRVF7VYDZX5m+enrqMvbEqRQ6Iava9DZ69tvlSN6oQ7R01bU0ye2X5ujKTxdJQsAIkLFo0AiSof2V34deatAhoEbhvEeDXQHglpVLhVlW1yCJM1/r5OK+fAG2cuGgFW5a75sVEifaLZ6szhq9GluRV2SU/n4gXNBN/vm1r3bMLkqMRDTMoK7J/xEu92xoSf5C9YuOsBSlvMfabT/ambXoqh6ZfJ/zTlo9qn1s4cSgXM3PZX2ZBaTheBvLOF/HU7cN1Kk9EOFmEGMpd0ObAd6jJf0gLZJQj7JWnPzlV4Rg2dXbqo9HemOnYtMetd8wWfO6Rko3qyhj1qIDnSm4DoUknzqvz3EZVbiFaBYBZgwzlVdxaq0pOU63ySu3tCYPEZSIR6aycmba8DDaTVO6ezmDQ6aKmvDB7BL8cJA9BGKVVrooyFcnvsiGxmIPRLvpHGLQQkfBfpYq40Sods926mrnjxJRnl4ygN6uTABFvcP3aGYzn0KmzHxs+gIbGumnTbW232yGeJJWT8zU6XUy6C0LYgiF0mXEha9ELEVhoB1I81LaWssxPT0yZ/+LIUHnWklPohARSKM8L3JN8Onx0ehDGKzT95Z/MoHOj6fLhzMO5lWMHDw4J++7LL3dvr451mk//eUtR6LgfPpMSpB8XuP+jbR+wZ/9hYl+MgwiXraOV6VLmTEvx7Ygp++Bcm2NcH0d7DWNPz06PNlj9S9bfabOxIK+YcdGFZ6rMthFGeLFfa8t11NrUaLZEBQToWEfN1RqvMWOCcfzMY4Q+QDBkBdWJ2Ahz4Yfz7pTEd9mjv6s59U94z5QAsva/PzXq31laXkvOxCC8KFDGKD5B0SwMrxIMQ+ZfyV6VMGvSuiXEk7ziyo85dw9bYI6nSZi7dBHRrChjOHYdfyxqWQoLRPyioYuJoC4m442tB387UzmKcO8YyFb/af9bzyd2P5Fi/OnBs+VPpCSEwnp66IxWXXlvPs6f+AdQP6IIw0YNtAhoEfg6IwA/P+yUMPkIcO2jJNZlbxi7g9KHGmkqyHyLJR/6Ib9zjC14KzqvfnlKkM3boPqVG+f/NqftDZPZwoKMRnWDWlr3ZcPM5TktP2tg/uGBfg7Hs/af8fzAjN/7TfbNf2lqvmMPCIKFJnBLJ/XaZzZ4UT28Y5tLw9SKSQt2SleMnbPsoPVwOY/5Fi7c5UfTsHyn5nRRJ4uaPAXHJQqtT58QkevVpnZaGotOnzxVArmDxSdPmTBmZLAvxrOjpebsqfwLFXhZODzt2alDjKCGtd2E2YLCyib4FEra3BlDB4g3fqKVamith+8PxycndxYVFRaWjx6U5ENvSHHQpS54h3tGUwNoHgJw8y3uFECZ6LyO3bmQm1NhjZgyfbzRB0luVZzPKbj9+NxUuN9wp77ibP6ZS7VgFQtNnD7nsQRviEJrA5h6vqIRhjnT0VR/GDjYbpVlH705cVrslUO7PkcnEp96fFJ0kI/dXPHZ9pMg9uT2DRWhkY+kfScB1IBassrRVnOm2KGLmjx1ZJQ8K4DWN7Av5CaYoGo+8emRiBnfTTD6AUNr3ed7jzXPyJgCAuzNV/ceaRg/Ofry9r2XIqe+MCex9nTOZa/4pH5tO/edHDj1mVkjwhxtDaePHSmsaHRgSNMT+geAaBgo5Wcf0CdOjrRf3/PXYp0udPLM9KSY0M7baCf4L+18ckhfHxk84CPAoAF4PjcgMNCGZ5AIP5KGDhmVePjyoYKrsWlDPU6mIRFw2c1nd/ylKGri80+PDgTxuj7J313slfPhto3s2R9NMsIxpnB5+fnr2MmzF8Pig9pDdR01ldfbWUs7C22ur+kwXzvFWCre4WF9o2IYO1nX0hEW5tt622QC22HtSOMd/YA+zNpcWqcbNyGMcCiVDgUVYEMATdwXXg0c/qOmph+LF9ULEhh0jNlot3/ojErQ0kJnt5H4/IeO5wXpkJmvO6z/aDJZvA3GoCB5kBU5SsEwNsdBq9gRE/RCjuMF0dRNF2EYi283ETS0a69OXnHk7PLJNtcuBtqGzF976I11My72u/trWLzDx75baF1hMtuYt9Eop1xgfUmX/k2tVitrEdAicL8jINL2V1BjObp57do/vBma8uqi9ZvSnetTWTusMYP3NrmMS4QeQ5AxPPxvGJcIduAOkven1ZYbAvv269eXL8ZT8NSXum0oofOkLlowQ0OC0ct+W+l07dDT63Qjhw/yg96eEpci2b1gbTy8cdupEkfqzLlPPzm1uejElg+OtuA0uu3K0b0XWsJnzJ793fSp4f6Q/3R6u+mvm7MKzVEz586eOOzG4V0fVbWRDV1U3Kwsge8Pj04Z/2hyP1abV32bJubJA7TZFdwdEyJt7VZrO4LFhlfjfRIeHVxbWbj9RKkdxjV3qjIPnvEfOhTGJW01xR/t2H+pNih15lOznpw2JCwQFicops7KmDNh2I2/gqlwJY/JzFZXV5S1dVddWErq1GRd3RfZWw7fhKkb78DYUYOBYNjYqQkjR/QP9lNbZW/DeI6AeCpYyusUTIiwrclU124XF/GtjbVNTZA2EODLTrW1hTu3720ZPnrq8DAv1nnHVFF+JgfGJUnjJg41GoD18Ec7MKQZcyikm3lIYRTQWms6l7t375GbE1KnJoSZ8j470wRR9A6M4XaOmQJ2RgTBEQbgkeW3OAiBh93zucFtBg5oByKqMuZlTEof4SjNrWx23r8RTcrO3py/4y8FprDZqSOCcP0H5/UbkvJ0nO7zbR/kNcOBIbHefQc/O2NC3YmDez6DB2Ob8g5k7zlwvIk1Hdu3+8DxqrHT5w0NhRkO5h8aAV8dvlZ/G0Q115bph40bE68vL79p0+naTXUmXVRUKI7SBJBDir2KUfey4I2/8LuNS3pS1psuwmrJLWKwCNxDF1O57+0ZK9lH//sZT/2Em26wFUCOS9wataoWAS0C30QEur+m6bU1d6ouHSvzX3+oZFF6oorJ57GtH1kH3f2iRUV+P4vQIyvinSUFhQUggdEIDNRcZraRkaZKwsMCVcnHhVOpmCqLr8BV7DMzE/vBJMGAOXM7P9h58lx50vTB3s21TBdnjI6KMjD+xBIzXbtQptPNnjM12sBiI565Ubrti8rGQcPxK/Yu0Gm+fPSqbviMMB+vzmEjWNGRktL6wWMhDZHJItUIn3jNhZ1fINee+ssHcIGNMGHej0ZH+AX0f/TZ1Jvbjx453d/HUA1XrimPjwKZ1qtnT8Jl/3d++J24IJQ5iFjcTK0v3Xb5WlPM8H5c3dgnF4yLxynz2FD/TbtPNZg7IvpFJA+Pzy8qjxySmOi8UUKyYEODYYyn6qDwNrhw58MA4QgOE7BFPXweNnXu9JEDiN5KcxKhM+bPHULp2XTlDMT/6dlTIKQx4RhSxU681RX66PfmTsHhV19b2e5TptvWsJCIUSMGnyquiEwYnhjqBdfJ8B/dRsvU1kHZ87nBiWjr4oxxcFJizsXuJ07slQXHrvvFRoZW7vlk1/eWzA/nE3DWxt1b9jRFxsax2pMF5TMnDSYHvfoljJmfMIZ1mnb96diUl+aE6U271vEChYFvfENiI1ne1Rv2kSH1ZxuHPZkWb7lVeLS+Tfdo6/UzLHJyKN5skdDNb0A2PzT7AY9nbRUnqbvNAdHT8660TOQP77g3anUtAloEHvQIfPWhiWHm6+/O9OCmYex8OcProfUBRKmzkdM8wALYrHCV7UR6LDnwHXSRYfJGj194VCzckmi3M31I7LjoC2dOblz3RfLU8cnDYwP0zEFL7fZsXKeIisbvFbtDe33FBcZG9A/qaG3t9AkBgZVnSk2jImkJhztxt/XQlAVPDffp7AQCX3+Ro/oNn5p2szH3+CEai4zGZxXsLVW1UHskisYlirS7mho7JEbcyvfrgzJqG8wj+/lZ7TjTYe8EjzyfYFZPzkKc+cCQQu4x3JFJiXxcIq2LHB5D4xKo39VONnhkIn88xseAF9LtVoyG2k4af5BSUC/Fy70HlGxyGcUIpD4EJk4u5fAVJ13v6njFjn8aDiXrbNz1pxOKHFhS7ccin33quzAj5AL21vobt2w2uI/TfqOqzqq/xQt2g3egsV+AuK9o6B8TzfJvNJkjbsDtjH5G4x0Y5p4yNY+5da5z8LRInFr51kHUxLnzu3EqPGmaagK3GyINrUVAi8CDGgHPmeNBtfa+29U1BXFMacXNpAF8EuHuNqhTgB6yBg039NFjZ82PKDt/Lrfo+GdFx0c9/5JYkTM+/bvhvjpMkqzTOxDWFruB/VpJHqAuHt5x0dlyqax23LiBYmGKE32Xkp8hMECmMCeZo9OGC0pgQbO/HyVDsoM1dThJVKVuTO3AAY8qlXq7zHGo+F2L3cUTok0gJOq94PykECrsruoUtFLoxk5GhiIV91KhVxVAs6rWpdhDsyt9TxMnRA1zMV3ALZ7M2pizfhvMBnE4tm+nayHhey+k8yFX38g4xo5/ccm3kiVMCND5eIWHMna56EIFY+lRIZxL22oR0CKgReChiIA2NOnhMPn2jX6UsQtF+WXD+vMbB4IBcohcYCtFQDBvWWA6hC5k7bcbIaMMFjT60IFD0wcOHV54YFd+YZ15XCgl35B+g6JDYKWCFOC2t9TBAtjBU+emDguFL+HgnY32Gwe2ZJ+7eH3UwEfE1bIbi+cqPmHsBjdLTvy11DF+6viy46ezPiv6hznJBp+ggZGssram0ZISiTMLErip4TED8aUq7qBk+s52eM8FgwUGCoWXXjVmkdge4wmDu7YOmHQB/1prqksZi5GsPe3vauddmD3aeRf6XjXpQ0bRxEn52MEJIR7ioAhxP4mUBlyYqrM1111hiQuWpBr1jbvePzFpyZxwXvjxnHDWfOT9LXW3poZH4EyYnzECZmIunruoG/p4ICgMCBkUygpLShh7tD+sC9dAi4AWAS0CD08Euuash8f2r8dSfeCop8c7HI0Ht64//UV1i9nc3Hjj6sXTa/97d32Hy2WvMW6Y0dG492Be3a3bLU1Vx7fkwP2dpCGhcOF7MvfUtbqm27ebW9rgNS6hQf5exrgRMQ7HgS27L1c3ms0tN66XldbQe55UTjWVl8IC2OFDBvj6+BoQfA0hUSOG6xwVxXW3XVSrmNyLOOfQXn+9qqaKAB5ZMlns1puXth+9PHjqM2NGjpmRPgJW1x4qrHU4fOLHjIV7Mrt2H7nWYDI1VJ8/eb6pwyFM/csuaeqVy9XN8oGO2k+zTlxvbDY3Vh7dcRyy4CB8GEdAXW1d8+1W10kPGF8FjZ49Hh5tPZS54czlGvNtiFV9ecmZdX/a0wCjOhrpnLtwsaa+Kn/XpmOl4KZToBQs9m6SQ+NHQm4+uGV3aQ2E2lxf5SGkbhJ41bOdLqTgrgAX9F0rIbDihLHc/OK6+vo6gPpbbgYTd+0tU0srmHsbzw64nwbANSlfw2GsudVigZOhlvnSOAbeYVP7RflNS2srvObEOUvlEwIjS4D4AWEUsoABA3HpUr/k6D7arxwDo4EWAS0CD00E/pZZE3hXWuGlmwExw5JiaZ2BzVRwtjw+ZayxR2E2U/HZy/SpjoBhKUk909+jMEJf3/NsPBBxdWpSRDr8I0ctmhd08q8HCw7vLiAaQMcnPx6ghz0yBfvBIkoH8xsw+9knDmcezNpSiDJCE2Y9+Vh/mASwe+sbz+/beZ6LnzDz+xE+ILVf+g/mnDq8M3f3Vr5aYVjagqGcQmxbr31+WTc8bYB6AoN5DXxkCis5XnbdNGgY0oFqhUldVpBekKaaLu3fe0nBTP7eM+ZPj+jiHksdianLmDD5iZv1B/J2Xhr4o8TolGef0GceOJ29Ha62IUeOHJjS2ekVlv7c7FN/3ZWzaysXMmz6/AR0HWFEdPvezL8QPmH2D8cHYkyYb2jc48M//+vxvZePhzqXeXJmB8Rz9KJ5wRDPs7m7C+REDMSzD7ii7/voxKGV+Wd3VzDd8MnTouuOnqFVOZyXqe+XMXANVimLFtj5hD/xfEZ+blbu7kyOBDuVkLoFpw89x3U3O51ycXksjhf4Yml8xEnV5lYkMo7TwcTJk8mXDpzaWcERj/7wpSlBLqMEPdxoObSdR4/TJOCb5Onjh1R3eBljxg84vufjjVAdNm0erTEyjpk2ckfOdrzHFzlhilEsHoJ1RP0ThrHaywPFxJW+b39Yc31zcEy4i06uh29V1qrRvSvbKgvO2uJThvTiZ2wzVZ69XIdiAwakJMWqjlnvVGlUWgS0CPydRUBXUVkNPS10h9JxHXwUvr0DPsnSNmZ0kkS67Bty3o6Y8VbyirzC5bRmwpyvC550pMUxzTmX70LvrFiKF/snb8J6cl5LIby16asA9KsKwCtEbxTtO2IaPGdiDH9RPbzYBAAmCSZPnqwabEBawRzjAUAWYTkxbBFBCuhjdpCXHBAUWNQKazW9/fx8oL/HR0oRuDR6kSnI6LTaOuExZB8/X3VKsFvhpaMOL29fLxSMH8gjYDZrB9N5efv4ur1RViXWxV4FfxcXPDQpKE/8whYMADXbre02mL7Q+9CHgaAV4wBrgTvAVFj+4UP3h+C9Jl98sO3a/BefDLG1W+y4wJaPkvjDtBAUa0eHQ+fl6/p1ISENd/jdH7sOhOl94OM/yIxYADusknXofPGVdmCPQCoeIJJOVxkX6ZIkRL0UU28v5dBIWpAiyCW1tNMPP0XkCYAQafEPWDkAHdY9gIIGQqnKjRhbEBRSFzGqc4MkwCkGJ56lU+8TYICAcIDX7ba22fT+ffzU5xjpc5UqdUlG5x7pnLRgKzt54kRMTIy3BPFeE70eCvxJZu67FGl+Rxfcnte0nF6l6JTrqWQuXhuc/Aq2JK9pKvx59+9A88Ss4bQIaBH4+4tAN93xXQNhHDIK2udPHSSofHzSWBrmkR7BkIQvTbIUpPv/skfaL0tw46//c9Evf1Td/LLb88rQ/VIPTD0q5ASqgHCxlx0t1gmFmRWfIXUdl0BGY17+AfDIKxBKWswiuOBEyBCpSu/r601vunDxwIvnedTL2cWAx8cXXsqG6YdnOm6CyF0kgDCiVShSbFZpQAoVKZFwY51SAImOeWAXNqHX4Kje20f5mA3nhi3c70FT0dBOfDWdrrPT5nC0d9g6Hd7efvDiL8BiyoWhGwnRMaAnbvcNSEBgOl9DHzQI7cE66qAtDNXgvCQS2gGSWqThSITUfEcFfLwXiAiN3E6ZhIIWFwlEzFkcDOi5X/JAIosElCmYnSjJCRhFLBdBAwu0DAaneBYJQCqFUo0UAngQ8OAgGf+yM5LxgYfOzx9Pao5Hz+AQ+cGwhGi5BMSiPqHGRRe1SaViz+1BXeig5HYj6qEaksyaXV8J3R1DUNJSh2OppfgP/snqaa7uyDW8FgEtAn/vEXC56OplMLyj49PgpRdR8ASAAsEd1QXvLB4Ffdy8Nzc3CLStOPOddEDpdIvfzpRIhcVZuLT5zTcziyvzNxBx+tqjlc62LqWG4p2vzUNFcCU35p+3wdoNeF92Q+21imYoVJTV1l6/fr2uEZdkAtQVHqBvskDahD0mVb6BmSFCIYb3z5wMy0TCkbCF7h/k4OgBhxvY/ytAGoiQSs4WzBHw3xMoKYGrFSRcG5pAJdwrJW4YRxAS848bCH7hH+yko9Ag+JEVi9IjlQQUB35SouOScEsE3FfwTHGOHCMqnVfwo4mxPD9yemLinF1MdOqDJuJHF8kitAoLyk44K9uxkTiIBovYosZwVi6OEwtHBZEQT/xQRglSpdCFhB4CS6HGJmzHGAnAGrdGSCNx3CoyBluRiEBS8j03QLDDaYisglPS0x5VcZuwSryiICRQDJAfm3EDQNK4Htwinp/B0nK+J7nQKGiQu7PTTM9mtVfl/3//MD00NDQk5PlNp6+58rnU4DdmYPVH1y7FsyR9aU6lhTeby/bxX6gu/c38GoGEJqv61hz8aMt2zpv3TkFZ/tv0c178zpf7nJaLKVpFi4AWgW9XBP6WoQnzTtpWXf+DRIMSimCWlZqQcmLYsiNZa7JWLvy4AAcMZTt/lbxg2czsooqSbPNbC55by9dpKEzOgtV8ceWC5LhJ7z6XfeiPL+e+kroE3nzZDZi3L8pY3f+1K9XVpRdP/lvaQJysMZcsjBu64O0LjP3f1MTEUaNG/XT7F4C+cWLN/H/6jZBDHbfYUI8NZcyR9Id4LIt2UeIYJS0r2VmMTZQkLVKaQOOu25EJGMOzAm2FaYgEgG/4OIHnK17HFANsZCvuhT4Vt+CU+UnlCE9fxKoI78KPkrgGJyeq4UAOCefQMT7ocjj0gVETpowIpGU2krb3e7CGWw0fL1IyK5aks+im8F+xnAqYTp3A8yumZPrjG/RXeImyiZrzkiqoS0ncbeG+YFE74TbCRHKULADEOCuIU1rURTzdFJVkAFAKC2BPBxQ5SS8v8DI3hHRxcirKDTiB/4gITzlhiYsuTus8llwi33LTUS/qhNq+CjO7fW7RhO8diH0l/2LhrtXhr6SNeP9zGvyrGWU5OJ69mpKQ+l5A9pHsNxrXzfjtbnybjeloRsKswhHLr1Rf+WjUnknRv/v/2zsXgKqqrPHvCxe4GKigqICJ5jvl+krxUSpqpVaSpmWmjlaj5ZTVfFN+PaxvsrHRmf5qNU05TZqPXprlY7LUBM23iQo6PtIUFDBREEG5wgX+a+11zr7n3gsIyvuubZ2zH2uvvfbv3LP3Yp99z03V5V02NOdfTVu9ekaPNr2P9525ftHLy2YMe/37JCXLESbABDyZALgmODbpEw6gcEkWDycoTP6OuKEwZsGub2eOu2vElA+t4vBZeGFG5qaZ88X45ZMHtgxu2W/6HGvsB9tK9DdQj3XFid1Thw6a+taPVhG781SJsrge8svxpMsiokPUQw9EoX8U2G3DtWt73xsgOi9IycrKyMhY9XursJ/+cOw73Z/+B5Tr84scxnEQhv9orpUrIbQkoC0NUAG5HSgIdWU5FquA7or8p+dIzbpSVKEXuJ9RoSEovThD6PlQCy+DFvQKurFokTFgTSkNR6mCCkmDzIMM3STsPYo7BUriURXICPUca5O4tE81YTBPqXdSW2oCGWIg5Tg30n+UC8tUjgK0XgZQSL2STcvpnuZnmVbNge2yi5qB+rSO5VQdzxB0vSWBxQp0uTCmBalcKiIDdbBUTOLYN/kPMqEdVwMwDwrQGAQHXXO8616jonUYuUuTUTvmUZtSq9Sg50t597b0Kw0NuQWtZ9J+qXlMu8CT6z/dLsYvnjW2bbNb+0+e82F/8ew/t6LDUVKwvnn64Lyhdw2dOC1G7EoFLybxq3diRcyfn7m3SWD4wLFPwFeUzpTo26DSKYv2LX1p9NBJr38YLTYnyK2yJbXF+UyACXgMATkBwAYCbU6SQ58jWVYMl0X0y1Pkllj4QfFGYtfRi8J2Nj5BiGWPNfGvX9+//uAZCcJav8SNLdcuizffH01vlQ4MaYULxSWFwMlrtj4v3h7cMdzXq+tbX8c71otdatiy4UsmUd1uw1EXuiUDzgUQ5DiOj2jwKY08QA7NT/pJThlSGOX1SGlnUiqPpYjRTKRZgMLYrCZPZSrpZKw2e0lpJUH1sE94/fDsKKJcmiG1ytSSplZrk05kAZqDM6PU49DkJKklpCpZiyopGd0YOe2qXPcIteRSGcRkDtorLwyao9XFAkpgE9rcTGXQdcpDm1GMZnN0PqBAA6FdRRKR9bSmyC0oDixp12ShbWoEYUNAayBIn0K2SbarDqgPkqxPVfR6MkvqkCo0C3RVmOcIuqxuP/UH9GHfUAf+k//pkk5t6ZkuZwSlm6pbiqTz886Jfj3wi1sYLN0eul/sSSrJtcDf71z4TIQUzRfw1Xf69SrY3L66f3h9uO3Dez8nxMWTKSUpgJrRU8fC99Uh5OMXjRz7fGUeH5gAE/BUArhqIkc7HJhguHJKlguK4UFyI/AsLM1aw8+MLzoi5wd5WDrJ+I0cH8O2WahqbXALtZa5d/1qYYWfayup8cCIu+ZtLrqckrDsr9Y3Hu75r/2GgS/YsMnOxwwvTs8X+LwBJyg8yA7i5ESDOY3/NEjTEF9Cm5KQHPF1AUpoGkmvXlSWszaboAEoLg842Ugz9YZ0Q43GSpOLb0FWIxVq2gLF0JTWgNYK1dYbUbpIDuZafbqVJVhHlqgUpNFqktK+uIFZpEjrgRE5FRiOuj1almaJ3lupW3YTY47GSaXWurM22T80SdkmJ2664lIUC+X/FIE8abGxLWzSoNYRVebqHyIdHeiCf6jLIYx6jXrkh06KYLYs08+QQjOohl4J045MVO1QrrePnxNHgFy8fw15UqVSKzUatGg1qWFNv8PrEiJAbP81RxOy/7JznYhs5LKvXLUN65d+hruY8vOvpQgx5zJeLgoHx3Uw3veqtnPEdvrHWNGb31rrTIVTTMBjCYBrYgjGMc+QXd7oRawQMmBB9OrJ01Ymptrt8CaUnz76yLjN7eLZ06mpSUmZNlwthvEt4dTZ9OzspN2fDew/Q7w8p4c+mtmOroQtr6+sOanZYDv60bufHU3N9AmLHPXIaJmprTebA8LE1p3xZ3Ku5ZyL3/ULjJvgmsT/tJsGSKpO4zzOEBBwvKYYRuTojV8/UUFm4tdNKMcx+kOa8pRSqUCz8HonvTEwAFslS9AcCHrbEJXFdEAhzdiSlEtFpEFzNUkS25C16UANYpFsjmRkHBuQremNUT0lQaVaTVSJqxoUMOVoH/uA2x3kUwxMaCrcTnI+1co1BbIRGQdpHY80SwMjlcDXU7BFDOgaycUGabWjCa138kSSmgABhSxsgIzGdmTaUd05pinDTKMPALUlM6mG6GFTaDdKUoAYZkJwGECN4VEv0WMyDxVQRJ7oQDrx0kLQylGp1pK2d0azR7UFgrJiiQcslp95qffgyUtthjwixHt//yI+x24/s2Pp+C/EixP6l7yEWYzi2++bJsSMPy3enW23Z6efXPPR4qOGvx1gYzrc96mp6nEtjAPdfx73AAApgUlEQVTpmamJc8fCOwWmvHA//Dkjgz1p1iBTl6mfKbliWuIsJsAE6i4Bck1wyMWBUuunlryxXsPCbCv5x1TU9K9XvCzGWMN9fPybtOm//rxjG1y4SIjpGB7esuVXv+RiK37hYn5Mk/r1W/Z+rNXLK87PHqoe/WSnHoHnQrvk129Q0iyS/v1Yx/Bgf5OpXqsHrb//54hIbX2lfcyrr/X/Yljn8NAWtw/9YF++X8cXl/xP/NKZNP7Lv/LVlKbPCXqH4UzjOTGQ86k+PSAabaLRTpCkmRcnCcQmq6N1ZQp6Y1iPDEAV2rI6apBJlSNTKEiy7k2QPu3yUUJqM/bWqBYk3XRRN6QN0gC9rtRK9kgDICrNQ5dAOgZoptOTCIdq+SlyMxcNxPbhoIyC1ow6UIVsh46abZiHQWtZukXYtnROdHtRqfyfZMk4KUKNuRajJbICFpccpJA0W5PR1cteUELTo0pAEghgwM7R6+i1TsueaN0BeeymFrSGUAnlYkx2TgpgpoZb7zHkYDOaC4jFzm2V2EO9KVCAqyagZM2xi+amd+/5Zs6S6UNbNGnSedjzjy+InTkwVDfO9aze9QYFPoHhopF8JtN69In1cxZO7l3fx6d+kzYxH5zxcay6gMDb1vDw8GFLdZ8DxoEmweHWGZef33p6gWNjvf3ivliRsHBvRmn7XFzt4TQTYAJ1hoApKSkFX0ehhjYh7IUFeddKe+VauTpvy87MtonAoCCLcjfc6ie+O2h81p/3zexjt5vdxOzpSect4WGBhup2W3Z2tq3IL6BhgB+5C7AjEt60BsesixevmXwDLN70yrVTRw/3jR6Cg68cgfFIEwbmaFlkDulBJ8SpQHohUoLmAozqHgrMadq8gROIFCrbgRohWVkTM0irI1NXCUVuxro241rf0DWcmhy2QedcO466yCC9JdLukqKKrg3raZzaaIbEIwY0X/+fcvQjdZSa1CT1voIhzp3VOqYZqHcLVINg8aE4vboWrTVUU8KnoGSdUq9mHpmrsaQqhoSjNZID4FCq7FJQJDG3S6vkQC+Katoc2ZpSrKiVSQtKa4vK3PsG9SlQ0a5du7RXrglbjk14+zVo1MAPPKESXrnmrs+QY8/OzLSZLUGBxvvWUA5R+R62L7ee/65PoNn9ts9OT7VZmoSUXN1ZGaeYABOoUwTMNECqPtEMo5I3H7EEBln0pzMlacu3xSaIt80C3kPpLmIOiYD3bTsFs1RqHFVVcUDDhv4FBeCXUI53vUD6K1MXkCO6PsXpmXjWhm/XURyeHhTq76PHGcYxy8uZF8RBIyotT3BtpNjGDULX1a/JGqoYzDHkYgeKs1WJOJc6UvCxUDKg2gmEbErLMQpBvkuSjKJMpyJjwtGoQYFRoIQ+kHKXJmU9aZuzBrqQrnmaCrcTyFH/dNvkGUAqllisEga7daOw2FhO0qjBKde9pl7Ppbqe7aYXMlzyXGsaekdFcIRbyZANa5NwG5nBI3HKLFfCHBhk+KHH4qvmw0PXi/DrUObinhgFhoRdb9goXivnMgEmUAcIaL4ATK/4BWLdMYGo+6BZeb1tNmD1CqG/W7aim4GRFx5ulzJAl94gjtqOkRvVqBTpvGHNpbfLpUygygjARzoszPUPgMpu3f/W6OWL2t3meNxT2Q2yfibABGoNAemaoEdC/6TdWsL5D6nK7FFY1Aja0VpJjcDT7ZvRrHwRVyXslbgS4XRtJVDih7zSOmQOiRw3KbLS1LNiJsAEajEB9QQFV5bRJ9ECJF2XmvUijzuzB+Jxl5w7zASYABNgAtVHAH/KTj7vxucWYIZLsvoMq8iWXZ6kV6Rq1sUEmAATYAJMgAlUKAHcBiu3mcg1ElzVlS4KLprUkVUT6JPsiqE7hsXrmrQi4jDrBqxyVNY+Hzego0I/WayMCTABJsAEmMANEdBfuQbzN9RX7gglb0hjxVaCl7Xt/ml3YpL+HoTrardfOrh1zadf77om7Ic2frvtYBLM2VrQ6tK+VvhdE+2nTUpTqVdVD7pKE765Mlzakc2BGscyjzLAkVVMMyQF353Wgl6rGFHOYgJMgAkwASZQswmAayJf2URfCJWPdGgaLm4yzv5oEPwt7hIG7XZ622MFdzc78bPe/XuPX3K8LHrTdvy7b6OI6AcnrT6ani9syTu++N8/PIYvJpVvSKOv1kgPAKPyDZqOzTXu+vX5Hc/SaVAixpJSXQao4SwrU26NarlaM5CSV0PWddTHmLLAKaLVw35SwAg6XlDFSZATTIAJMAEmwARqPgHYBivfcoWzoT6R0aMPPWXoQ+DDy04PyRfmywcnW2N6r9j3TM9GuXaf8Mp8/0BQ6y5gwOh+1/9qcVrc222Hz/rjkq3r7+9skS9cG/7GF9smHtY6ViiKvLSdvThfG+ZsiBoe9ujdlRO79BmkOLxkE4S0WkiKaIGbJivoZ702nR1yUrp4IVdRXYWsQq+dxXbhJZ9kZnFayByQgv/QTHntINP1SZaum89MgAkwASbABGosAflAB2YynPDwPzRUT7obHRQW0ToiIqJtq/pCNGvfNiwionXrJjvmTnhw1vfqF4DhV28GDXrlqC175QtTP0s8+f27U0F3lwdnxafTa9DsiSvn0uLLhFkr093bcM4xh7eKFuLWsGBDdvZPi2cN6mLy6tp15MiRf1srf14nfUPM8FljP4l/I6YL/HSOI3gHQuvy3Z8wX8sZW07emIkBOyz77KhBMTnNo2OAASriMoT2AEhGVbzg2tUrufl2kHcJ2Jp8aKRpQB1US1OF8mgTZBZqvgUmNf8HFWKSqklDZAqvjnPQ01BsKDDGDdkcZQJMgAkwASZQwwnILw/DHI0zIr50Dc3VkyWbng+/gC7yydUwdxvSc3WPYavG5Y5rDa91tG+YNya27eo2FrHl4MKnrAtF9Mvrf1zxzeAxPQJb5y4dl7LmReuY+XPWJyxqmfJcx2GPNNm3eSr9KnoJrZkjv0457x+mXhhp3zzrzsGvJ8xZsXV+q5z37xj+Q/TMPwmRvHvDIfH456PaCVHgokj2hlYSHC/1JHcEfZPiPROpA2Z3nO7JWSi4lJZy+kxKVm6+2eJXL6BhUIPGYeGNfPIv/LB0tT3qwYe6NnXs1MHaVFl6E04ug7N1pN/FBqgq7SsShRmppy/YCrzAdSz08g2sH9I0pJ76urezJunR6MaCKfikDiWunD99Mr2oTcdW9fRtRS71OMkEmAATYAJMoEYRkBMdzWjqfdV6soyGBnWf8GH0c4/937qHl442Z+6cuVAsOhKNemFpJXpOyuaX4DWTLRfFLJx8MmNp5qaZ88X45ZMHtrSIltPnWAd/sC1zanftB/pKaC8oLESV2JO+Rb9k6/mX7gopKsrtM1DskmUXkxJE5wdCoFVXz0Q6DORdoCRO++Ss4MQtfROpoLgD+i3SmynMTohdsTcJZCK6dg2y5Zz7OSERSh743ZNNvLx8i4S/GZwHZ/8CWsT/MGjNSKoyiQ3L9qBIWqa9Bt1hA2kziYKU/Rt3pmgqoEWTKey+ccObl/TDIrIJrTnsN3bgatqmXbsLm7abUl7XJO9q1pV8nwYNylvP0QuOMQEmwASYABO4AQJmnMLkn/Uwj8GMiEk6l0NZ0MNvL3iq95jv5uR3insnQcyJ6QDbT7LFKTFn0dP0+mufgKZCZOTmnI2H3xFOeKzJMl37+PrSOdKT1zvnXk4Vwjqgq8NZaSSr+PgKcSgLHiqV4bXX6BbAJF96U7IYfQFYr0jetxL8knb97r+rU6gXPFopKurX334155qfr8mUj2ryEJxTkBnonEBucU1RBXzQJP/JXwlEt0U+eqIrAEeT8PPzEmF9Jt3X0ddUlHHi52+2JB5MvtS8U2OnxlQCK0rDtRxspVHniRPbCR8zaL9up5UiiBT88t2X2zP6PDGF39dpxMJxJsAEmAATqHQCZpoHYRqEecwwd2Gy7CEoasIC63MxM16MWbb6+fULaBUEfrxLhV+2w5OdRU0CmrUWImbRkW8ndVBF5YzIX2L3wUr2pLglcaJ+DMZ9/OBV9MYfacdMLTj1xDhz6wLFnqVDAW98KcxN25tQCP5Bn05h3uTEgbzJfEt9H1wVca5baLuYsHfnniOpUNQysk+Prh2llMjPStm3Z9eh0xngbXSMfqhf6yB0W66e/3n71gOYGTZoxOC2zepJheir6BcCjdAt9m4UEREsEmGRRhRk7f5uq3d7a2DWoS37U/qNnNSxkXfOb7/u3b75RAYYFNy1f78u7Zt5SV8k++zhjUcLBg/q3gB8wCKRnXZsy7qtaeCytOwxcGC3Rr70mCc/9fjBfXHxkA/BOmhMe3F4O6o69t3aY6aGXe69q61ELov5wASYABNgAkygMgnImQlmQn0CxLZckmVqPmjCwjli2fzVYsrUIRFUAzyFtLMp2dnpmz+aOmy+WPB2TKAIGbAgevXkaSsTU+12eGXJTx999H25vnrs4wNaEzasi09KXDOm1fA4aAky4EFLVLQQr60+kIMJ5wD+AwaY4mmeN/bUWbKYFDxTuZoDc3SHDs19pBZUIzVIpeAmoHMCOZiXfzFuydd7jhT1Hzrivrv7ZSXuWPHptix4wFSUd+Kn7xIvh0QPH35PdN/GFrlOlH8hbvm3By6H3nP/8F5tzsWuXX7mqrbigUrRYBnQZjNcJMjITD59EfK8wGu0X0lLi4/7YUtSYFRUFHg/tnOHvlgXe7J+12ExIwbd0ejA1rXr9qfCd5JAi/3KhYunU64VoMrc1ANfrNtq6TZgxP3RAaf3fb3mcB42UpC069N1cfHn2vYYev/wwf161vf19q3fFDceBwff1qZT69BA3qaCnDgwASbABJhAlRCAhX4519IRp0A5y9KxZAtgG4mfj9OjmKCo8W+KGbELHu+gZ/u1EvNjOs5HJdY5649Mj8LFlKjpX68499AYq/Z7ezFvrv9dya24l1g6jF3/5pJhY3q8LsSfv/ouetnwb+XijKX9w8sf//1jd87q+9vs1s5/4OOcTN6DdMDK7plISVORN7oijYNgSQO0gEWaG6dpRTeOvBVTZlLiCSH6jxraoTFY0PSBEQWLV+88eLpz/1beWeeEKSIIfty1nilcKhGZyYdAeNjwPs39TS2bjkw/+c3x5Izm7YPdzDOZrp1PTrHkpBzfk3haiI7d24HPkIHPkUJ7PHpfD/QaivIObd1lEp3HDOnVAL7j3KyJb37mD/v2p3du3kz6bULItZGivF/37RHBfQf0bA+PvxoMz1r63c70q53DCs78AMtCob0ei+5aD9SGNYeDELd0aRkXey2sQ8cO3jLNBybABJgAE2ACVUMA9prIORc3nMg/1OW+T8ykZLFWWLp/61aaGb/ydWH98dEoVePaKfHmrvMzewTazbRQQCVBo2dvzn05M9smAoOCjAWqYqkRy9CZmy8/ky78QwL8cj/6QMlaRr699/FPevZsenrxxjf7dwi1eAv7tayT+1b36tVL+hO0tOE29SsF7hH0SWCRAj0Pe36hSb7ZREpBlvb2e61c+itF+JWl0EYNyDMy+YWEtzSZcvOLvMyBEXeEH/p51/J/H7f262ntGAE7S00F6NN8v/zf6NnIEJ4ns3AzMqrDXDplHov94WhRUWhk1KDOt7ep7w27X7DCbW1aaasZhVfOnxONu7ds6E0mmkNbdzAl7riYnRdqId8EFZkKr15Mg77sXLxwp2wQDxk5eU288Hvf7dq3RL/EEQplIwVwZNfEQYVjTIAJMAEmUPkEzHKSlRtNcLsJ/MPHCnKBQJsyr2eD7afPPv3vhaSnnnt7/KKEQY79qeIa7HgVZuHkl2jKLIFBlpt4UVtgEDZTVJR/LU7E3St3okI6sNO7F/7bd96fJ93dQ4i/HE8d8/mIyDeOiHHTZsuZmXwMzYAynqCi9A9MJ5MzuoTd4qiFBTLgfg6VgBxYj9CCyeQN22TB3fDy8m7eY/joJicOHohL3LHx0M4u456MkhtfTT0H3RviaypEBYXmgAakiFTrSuFLOf1+d//tRr3UQB45D3prGVdyQQ9uHQJ3yWyG6m5BFEBpcOd7erfwknWLCorqwy5k+RDMDL/zyIEJMAEmwASYQA0goD19wXkJ/tfcEvnMocxT1ZWzR7ed9F/045Hxg4ybW33uXLE8/9YyfGPmxin49/t22X9atnIosLQY89LCUc/97VKOGV6EMuHr/96VniFnaPJLytwlh0bhF9Q80mQ6lLjn1/bNWgc7PAQBs7sXrH4YdQLMSzbwlOS6SUHORXhkc5s3PBACGe9Gt7YbdGu72xM2rd2T8FtOz2DpPDRsEnFrA6MGQ8OGKFhfmpC3f0iwOJEDrolW5+LZX8EHCbrFYS1CMAc0DRUn0rybNG9uXCApyEexI7+m9GrTwFEBdhlfk6toBjM4ygSYABNgAkygCggYZj2ciQxfMC3rxGQZ+tK8pR/NnjRIbTIhsy3dR4+LcrwqrTL6Yu7+wKP3djYs1FAj5oCAAHS54OwLjz/kk5jSJ/fSjPMK7Ho/PBLK+HHl4p+Pp2bn5FzOOH/qyM8LP/4P/E6PMQS3ah8sMtb/uPu3rCuXM85u/3IzPN+JbB0s8jN2xe0981vmlSuXL+fmmERwoL93cKtOEUJs+nLdL6kZOTnZ58+e/CX1slEbxd3e0uIuAjmWFj1uF2m7tsT/mn316vlT+9fuTjG17dKknu6qaJV8W/WAjhxcvmEfWHglOzPp+JG0nALvwIjBHU1Fp7dt3HvsfEbGueRfjiZfAveqcYtwkbb9l7MXcq4697NYEziTCTABJsAEmEAFEcD3XeAzC3BEYCIrgo0OchcJJSuojepVAwsON+6XSNPrhXWdMKrBzriN8XHr4vXOtLIOuAV2YUgHrr6f3I9hCX1g9N1xKzeu/vIgSgW3GXb3nU1hIaLA7HXxwA9rD1DVXkMfxkwRMmRczO7Y1bHrVlJ+u4Gj21LMcAS9Jj8XD0Mr1hqVqQat+jw40Pxt3KZTP2M6rOOdA/sW83Vf6MjDQ703fb9z9el9pGXII23AC2nd7zG7T+yW/VtS9mM2WALLX41bd43YnbLtu1VC9Jk0JdK4oEJ1+cgEmAATYAJMoDIImJKS4W2j6J2AdnJQ4Kfx8vLzc3Nzu3XpXBlNVpRO9KL0AD9PU1BQQEeIyF/3w0NycnLfvn1v0jXRDS60Xb1qx6c4Xj4Wi0+JX6gtyMuDxQ6T2ddJpCA/H77A62329XaumJ8HL2wzeZt9XPL1RstzhjbgG8PCy9fHsXX1wuFNq7YXjJx8bwhtzwV9hQV59gL3NmVt6J6Pt6M29qWCjCtPR1i2ygnAnbRjx44WLVqY9eAtgxdslfL2hiPcRCpUuXXcIBNgAp5FwCz/7JcrJrAFVv/7HM9U4Fk0Su+tl6VeQOkSstTbFx4juQVvH4O/YCj18a249QhjG/kXd8Yeb9jylsPbfzW1HNBQ+SXQtFfZLSxe0mA+R5kAE2ACTIAJVDAB7W2w8DcT/EmkdMukSnGkFhLw9gvwzz6ckFK/Y5/BUcU83KmFXWKTmQATYAJMwCMIyN9Wkd/I0VZJ8MvDuD2DF01q9/X3Coi86x7+/ZvafRHZeibABJiARxKQP+8ne05rJrB4go6KPHgkEO40E2ACTIAJMAEmUJ0E8E1buEAiF0ngYExWp13cNhNgAkyACTABJuCRBLxgWwl2XLokeDAkPRIId5oJMAEmwASYABOoTgLyO4HSOUHvBFwUCIZkdZrGbTMBJsAEmAATYAKeR0C+ZEM6Jdp6CSBwSXoeFO4xE2ACTIAJMAEmUF0E0DXRnuHABli5XuJIVpdR3C4TYAJMgAkwASbgqQS0VRP0SeB/uV4CRy3pqVC430yACTABJsAEmEB1EZDvNZHrJfg+E7kNFo6w3US9Gba6LKvAdlNTUytQG6tiAnWPQGhoaN3rFPeICTCBWkoA3gYrt73S/hJcN8FkXfJL4MKEhYXV0svDZjOBqiHg2GpWNe1xK0yACTCBkgl4oTMii/EI20yMyZKrcQkTYAJMgAkwASbABCqDgPYzuOCXwJ9N6md0KFkZ7bFOJsAEmAATYAJMgAmUQsALd7wa/BKXZCk1uYgJMAEmwASYABNgAhVOQH9Rva4Y10v0+M2c8dVtsLuWAxNgAkyACTABJsAEykPADMLSg3C4ERDTN5yURxPLMgEmwASYABNgAkzgpgnIV66BFodnIldNDMmbboIVMAEmwASYABNgAkygrATw5/3ID8HnOPA6E2OyrEpYjgkwASbABJgAE2ACFUPArHaEoIOCD3K0BRNeN3EGbEvcsOLzVRvPXCkKCGl3z0PjHujXGh+GlRrsFw6u+E/ywMceCL2uqO3M2qVL1m09arqlcZtOvUZMGNOu4XXrlNq2EOVo/TqauJgJMAEmwASYQNUR0L48TA3ya5eKB28/M3uEv/XeiW8ftbdvH5G16fVRd7bp+dQnF4qXduTmnvlu3KQRp2wyx3bh2P5jOXZHqSNmOzXDv8WIKa+l39LYnrr/xenjvj6e7Si90ZhT6zeqhOsxASbABJgAE6hiAk6uiVoyKcmIpD2FieklFdbVfPv6N2JeXSumLd6ZH/fZa6+99VlC7qa5ow589MS49/aV3ufAyGfT0zN7BaCU7eSKDt07LD1GfopTvewj6+cKMXtzyqoP5328Ji4/O/1pa5CTxA0ljK3fkAKuxASYABNgAkygGgho7zWhlmHXSenfHM49Wtinr33C7MKTmdVga/U0eS5uxuz94oH35vyut/6IxTL4xfdfjxQbp394HFZBbMenWwd+dSyHzEvd/oHVOv2wTNlObho9+m3wRmy/fju08zQQmNbZf6B14DIqdu5Pym8XKcMc0LihRSuzn/v5pRGR8ovYA5du134JKPPYxulapumZLxKlqD1+1TsDpZzJZCVjVOukK3n7l+OsJGGd+elPmrnCtvrVUQ+9tebYni9HyMJRry5PK3ZpR7OIT0yACTABJsAEKpcAvtcEAnkkEDcm3VvuMNF85nuvdgcLu/RCB+WoB6ygZKclweT/h3FD5dqHQhIa8+xoIT7+bzKsglxNSNxy4Wo+laXFb05MPH1VJuz2tC1bdl+Fmb5e8/teGAV5E15Z8NizU3tFOCkLbNvzASH+8aj17j8uOnXJ4BfkHJgY2vNvp6PXbYv96/htE+8MX38OSnM+m3rPe6d7f7F589rP3+8aXA+burC9x0N/Mr/ySey2DYvmPhzgg9fT0boQ6dvnRdw59vOWL27YvW35rG5vTeo/4K0fZUv2M4nfrJoZ0yFqbMNXFsx9YdQ3s8d/+NN51MmBCTABJsAEmEB1ENAWAsAjgdmM/BIwg5LF2hPU2mvml17Pnyy8a2jhHYsK737a65s/Oj0VKrZW7c00+SKV7pHNXLpgFuhepGblCuefDvSxoLyPJu1HcUuzO16YOvKleasGjpvyeCd9SUSTESKg51dpO54N7fvxvMdvm/f4zK8T3hwVCYVH1737uRAbN787pLG4r8fP25d1+2RtwrDJDY9tEeKBDoOjoxuLaNKRfeYwRDpE9hnYr4Pod7euWGsdvJmvXv2jEM8eWzW3HVzwXlG3ZCQ+OHPW3mcG92koUEiIdzaf/mN0hLAP/mneqp2HzojoJroSPjMBJsAEmAATqFICDq8CZ1RDcEkaSsTR7YXTJhaeEGLGLK+F0xwajDJ1LJ51RVsUcfTL1xEtS8xmzwMxW15uscKWZn3+VZS96/O/QOmsh6yT/xUPkbxsXPy4O0Q+aPHvtlaIS5euCXOLmFlDxNo/hZisf3pvDT18CYwc+iyuu3Q0Wcd9vOGoYeFFtmZL2r5FdHtlBPolGMz9xz4pxJb9p/THcgPenwJ+CQQ7drM+xjgwASbABJgAE6geAuVzLNL3Fw5ua79jUmG7Z73OHDHPHOsV4rYEUD39qORWl22gLR2qGfupgweFiOx0a6CepU37Pr5OD2v00rKcA6LGvpKXFPuoEIvf++GCXuMvn6/9YR2FVa8NbwOOxeDX1if8sOTRAYnvTI8J85lxBjwR823v5iavfvfVyMTPf39vx2F/26rXdpwTks+pLbg+t5R22S47KnGMCTABJsAEmEBVEyifa3JmX1GXmZpTEqTNxVVtcRW3F9BpGOx4jZ/59y3KWRAi/9cNM+ftFwMmdWmMFGCZ4bdLtBySFrdpaSkWWnz9SymFIp8Wd0bDxpPES5fB4ZALM226Db3nPgojB3QKkdXNkfdM+CyuaMtc2L8yd8tJ6XJYbh3x7FsJRceeFGLTf36+ZGzG0vSOSFFw5rxyTeK/gydFke1ClV9llHbEbRj0JRg7JlQZJlSRyuUIE2ACTIAJMIGbJlA+16T7k97/b6KXhzglOtvQ5z/+WIi1A0NGfLPn2IULaYmxH9/d+r5EEfnNJ9MagpCcu9+c94+4PRtnDAybtqwANo/odV3PWzfHHUtOc8zwsjzn8LKRE+Zs3HPo3Llzu7+YO2WtME/t08IsrA9NAy/lkQ5DlsQmJif/umfDl0tiT4qcAy9MePk/2w8lJx87mXYKPIzWTS05x756+tVFe48lnzl84grq9HP2GxuP+L8/iC3/88RbK09BE6tmD3hpk/f4l3o3Q6lr0oZiDjkHHvb39x/6rvRyct4fhYm99MUep6JiqnIWE2ACTIAJMIEbJuA8hd2wmjpdMajXE7/FBz/ZfdSoKNjvoYXRCxc/eJt8LBLQ4bm5E9e+9GY0uhTzPxyy9amZ+jdzUVbbuRHQacS/p3Z9YvqwT6dH7slO6GnwXsxm8e2y/4X/SPXgqf/81/wH8cIE9PwyafuMif1+N8hKRZMWH5zYp57vwb/ef+dfKWf2uiOwldX2m/hw9uMfzpZ5kU/GLnkc1EsjtNbbjPr7zsX+fSaNWTUTZaCJRfPHkwn1Gnhr6zNY4gOZfha5i9eMcVE/kD4iDVEsTNve61yE9TgwASbABJgAE6ggAqak5BQXVQUFBXl5ebm5uV27dHYpKnsStm6CcKW+XhaUq1BYWAhm0xEidj0kJyf37duXjCm78SVI2i6cS7cLn6yTW/789NjPcfPJgKdeuG/iS8/2aWax5Vyy2c0NG9J0X4ICcBcuXbKbLQ0D3LZ62G2XLuWA1fmWhqHqrSa6GqwlzJaAAIvuSdpycmx2uyWgocqB1RvIgyUc0K5L6fXVGarZQcRcjAFKhiMeSQBupR07drRo0cKsB28ZvLy84AxHuRlbO3gkIe40E2ACVUegxFms6kyoNS1ZGje7FYxt1uyRzxJi3ti+/h9zXn/vhNfrzdDPQC+hDB0JaIiPgIoJ4K80LlGBey10U1y1mAMCruMYgZXXk3BVymkmwASYABNgAlVMoLJcE/gjrIp7As3R33Sq3QpaLFH6jBFL+34j310z8l1jHseZQC0nYLxlXO6mWt4zNp8JMIHaRKB822Brcs9cRlUy1ZhZk41n25hAtRNQN4uKgEnGeLVbyAYwASbgIQRqt2tSyripiqpl/cZDPj3czTpDQN0m6sZx71opRe7CnMMEmAATuGECtds1uW63YQcf7C1Vw+515VmACXggAbhB4DaBm8UD+85dZgJMoAYSqIOuifFvO19f38uX+e2mNfCDxybVLAJwm8DNomwy3kQqkyNMgAkwgaohUFnbYKvGepdWYDylIZUicKxXr97Ro0etVmtgoPbmU8jkRRQXbpz0QALGGyE7Oxtuk5AQ+rkmvHsACJ5kxAPhcJeZABOoXgJ1xzWBYZR8DhpPcVg1meANpuCUxMfHd+zYsUGDBsa/C4k7uynV+/nj1quSANwRqjn45EOANxhlZWUdOXIkKCgIbhZ502h+CUkaq6i6HGECTIAJVCqBuuCa0HgK4yyRoqQ6gmsC8ePHj1+9ehUGYv1lbHb1fjaoCG9pg7qQo5S4Qy+lyF34ujlgUsUqvG6L5RIA88olz8I1kIC6BcA22EcCSThCgPen6a9VM4OzDiuLwcHB8FIcJU8R1SOXpMrnCBNgAkygkgjUetcExk3jHA9JIEWDqTrCn4M+Pj75+fn0olg4UlDvkAUN5JcYVVUScVbLBKqMANwC6kWu6r2u5KDAERwUOMKtARF1s1AELISI0U6XpLGI40yACTCBiiVQ610TwuEysBqTMCJTgFEYPA86kgtCoy0cIQky4J2QNnZQyvIhI3plkWSZ6iLgciPAh1+/G7TXzxtzjMIu8eqyn9tlAkzAMwnUEdeELh5NlmpUVaMwRCCTkiDp4peARwKBvBNV6pmfhhvrNWG/sbpcq7IJ0O1AH36Iky8CR4oYbw0lQ1XAML6ylX11WD8TYALFEqhTrgn0kAZTGlvVEcZcGIjB+YCFa9hrQsvX8EwHBMApgSMIQCkE0EDHYmFxZrEEAGCx+ZxZEwgY7wJyPqRbou04oVsDjkqMImA5X9aacPnYBibgmQRqsWsCQ6dyI2g8hSRF1JFGXri04ILAiAwR8k4gAjK4WiIDVFTBMz8H3Os6SUDdCBAhv0Qd4Uagu4OOtIhilIc43SYUIT7GeJ0kxp1iAkygJhCoxa4J4aOxEhwLSFIchlpI0hEi4HtAPvklSkZzSXS/BM5QREdSRcr5WCEEeD6rEIw3oATIE3y4HSACRxXIF4EjBCnlKCVJyqRGjfEbMIOrMAEmwATKRaDWuyaqtzB6Kq+CRlIYhSEHRl4lAxHIhFIX1wTEIEApHUneGDdq8MA4EPPAXteBLtOFo9sBjsovgQh5JOiY6IFKSVj1nTSoJEeYABNgAlVAoHa7JjBuGh0IGkbhCIMs5KuI4gg5aosJeScg5hKUMEeYQG0nAB94l6C8E8gHn4R8FIpAnIRVBJJGAi5JYxHHmQATYAIVSKB2uyYEwjhigp9BSRhe3THRmAsyLn4JP8pxZ8U5dYOAuh0gQgHuAroRwCOBHOWgUD4VQT50X6sgT3WDBveCCTCBWkGgLrgmCjQMoTCwkp8BEZUPERpkoQgi5JrQYgnkQAQEjEdjRY4zgdpLAD7tYLw6KreDInAsNtDNAkVUsfZ2ny1nAkyglhKoI64JjaHkXqjxFCIwvNKFgTgFyAF3BI7kmqijun6kRCU5wgRqKQH4wCvL9Y+/40yeBxxdIkqC6lJS6eEIE2ACTKAKCNR61wSGTuVMQNyIDMZcVQQRGmQhQvkQMQZjRcg3Jjl+kwRcrstNauPqN0CAPvzuR/JLIB8iKm4UU21BpopzhAkwASZQqQRqvWui6MDQSS6FyxhKAy49uCEZ5ZFAXYpTRKniCBOoSwTojoCjMUJJOpbilFCVukSD+8IEmEDNJ1AXXBMYPY1OCcRdxlOVhCLwUeCqGD0SqkuZNf+CsYVMoFwE1IcfIhRXEfJIQBtE4Ej5qlRFqKhcjbIwE2ACTOBmCNQF1wT6D8MoeRgQgSTEKQJH8kVg8KVMJQlJCMTOPXIzTLkuE6ghBOguAGOMEYrD0SWiHBSSp1Jj3RrSKTaDCTCBOk+gjrgmcJ1gJCUPQw2pdPHIKVECSqxYd0Rl1vkLzx30BALGe0HFKeJyhKRLDvGhTE9gxX1kAkyg5hCoO64JMIVhVHknEKEkHCkCApBJ+RRXlwEyVZwjTKDuEYBbQHVKxfHGkPl0BIFik6oiR5gAE2ACVUOgTrkmgAzGVvIz1GgLmcodIQGVozwSozCUcmACdZVASc6HSz50n2+KuvoZ4H4xgZpPoK65JkAchtTr+hw07Cqxmn+d2EImUCEEXBwOlVQRasUlWSFNsxImwASYQBkJ1EHXBHpOA6vyPHicLeOngcXqPAGXe8Elqe6dOs+BO8gEmEBNJlA3XRMirobdknwUEFBFNfkisW1MoEIIqDvCXVspRe7CnMMEmAATqFQCddk1UeBchl2jO+JSpKpwhAnUbQL8ya/b15d7xwRqNQGPcE1crhAPyi5AOMkEmAATYAJMoOYQcPp53ppjFlvCBJgAE2ACTIAJeCYBdk0887pzr5kAE2ACTIAJ1FAC7JrU0AvDZjEBJsAEmAAT8EwC7Jp45nXnXjMBJsAEmAATqKEE2DWpoReGzWICTIAJMAEm4JkE2DXxzOvOvWYCTIAJMAEmUEMJsGtSQy8Mm8UEmAATYAJMwDMJsGvimdede80EmAATYAJMoIYSYNekhl4YNosJMAEmwASYgGcSYNfEM68795oJMAEmwASYQA0lwK5JDb0wbBYTYAJMgAkwAc8k8P8BdeUYwOC2Tw4AAAAASUVORK5CYII=" />
</div>
</div>
<div class="slide section level2">
<p>The next steps are a practical introduction, which I recount here for those who could not make it. We went through the steps creating the HelloWorld document in this repository.</p>
<p>First, as shown in the previous slide, make a new RMarkdown document.</p>
<p>Once you have have entered a title (for example “Hello World”) and clicked ok, a new document appears which has a <strong>title section</strong> on top. This section contains some core properties of the document (as we will see later it gets longer as we want to control more about how the document looks). For now, it contains the title, an author name, and what you want it to become after “knitting”: html, pdf, or docx. Try changing the output between formats.</p>
<p>The document body contains text (in markdown format, so it does not appear he way it will in the final document) and code. How to format the text is described in the cheatsheet, just try a few things.</p>
</div>
<div class="slide section level2">
<p><strong>Section headers</strong> are marked with # or multiple #. The more you add, the lower the section. Section headers are very useful when trying to navigate an RMarkdown document, you can just jump to specific section using the menu at the right bottom of the editor window (yellow square with a #).</p>
</div>
<div class="slide section level2">
<p><strong>Code chunks</strong> are marked with ```. Note that it is not ’ and it might be tricky to find this key on your keyboard. If you cannot find the key, use the top right chunk button (green square with a c) or try a shortcut to insert code chunks: On Windows machines it is Ctrl+Alt+i.</p>
<p>Code chunks are highlighted and require that you specify the code language within {}, simply by typing r. This is important, because RMarkdown documents can also contain and evaluate other types of code (for example python), see the chunk button options.</p>
<p>There are two more parts that you can optionally add to code chunks, a chunk name (after r, separated only by a blank), and some instructions how the chunk should behave. Chunk names are useful as they allow you to navigate the document using the menu at the bottom of the editor window in RStudio. If you do not specify a name, chunks will be numbered. If you have many chunks, names will make your life much easier.</p>
<p>The additional specifications regulate how to evaluate the code in this chunk. You can also set some things globally, in the HelloWorld document for example the very first chunks sets code display to FALSE by default. More information on the different options can be found here: <a href="http://rmarkdown.rstudio.com/authoring_rcodechunks.html" class="uri">http://rmarkdown.rstudio.com/authoring_rcodechunks.html</a></p>
</div>
<div class="slide section level2">
<p><strong>Actual code</strong> must be <em>working</em> R code, because otherwise it will not be ‘understood’ and no final document can be knit. If you want to actually discuss code that does not work or if you want to work on another part of your document, type within the {} echo=TRUE to display code and eval=FALSE, separated by a comma.</p>
<p>Code chunks are evaluated consecutively like one large script, so if you read in data in chunk 2, chunk 3 can display or modify this data. You will run into trouble when you accidently move chunks around, though, so that chunk 3 tries to work with data before reading them in.</p>
<p>You can evaluate this chunk by clicking on the play (green triangle) symbol on the top right corner of this chunk. Note that this is like pasting code into your console. If this chunk of code depends on things that happen in previous chunks, it won’t know what to do if you haven’t run those chunks before. You can run all chunks before this one by clicking on the middle symbol (grey triangle and light green bar) in the top right corner. In the very top corner, the code chunk button (green square with a c) gives the same options.</p>
<p>If you have a recent version of RStudio, the output of your code will be displayed <em>in your editor</em>. This way you can quickly inspect the results of any edits. Otherwise you have to knit and inspect the final document or run the code in the chunks and check your plot window, like when executing a standard R script.</p>
</div>
<div class="slide section level2">
<p>It is best practice to have the first chunk(s) in a document contain all set-up related things, like loading libraries and managing code options. You see this implemented in all example files in this folder. This makes it easier to keep track of things.</p>
<p>Code can contain things that remain hidden, like reading in data (see the document RMarkdownExample.Rmd and try to knit it) and processing them. You can also generate output like tables and plots.</p>
<p><strong>Tables</strong> can be formatted to take on the RMarkdown format (see syntax sheet on the previous slides) by wrapping table like output (for example using <code>head()</code> or <code>summary()</code>) in <code>kable()</code> from the library <code>knitr</code>. Compare the outputs of <code>head(comic_data)</code> to <code>kable(head(comic_data))</code> both in the RMarkdown document and in the final product (the pdf or docx). There are more options for nice table formatting, as described here: <a href="http://rmarkdown.rstudio.com/lesson-7.html" class="uri">http://rmarkdown.rstudio.com/lesson-7.html</a><br />
I think, for beginners it’s easiest to start with kable and explore the options it offers.</p>
</div>
<div class="slide section level2">
<p><strong>Inline code</strong> (for example when you just want to mention a specific value) can be added by enclosing R commands with ` (a single one each) and then stating again that you want to use r in this environment, this time without any {}. This in-line code is useful when talking about data in text, but is does not have all the properties of code chunks, such as modifying whether code will be displayed and giving it names. You thus need to remember where such in-line code is in your document.</p>
<p>The same applies as to code chunk: you can only access data after they have been generated or read in a previous code chunk (or in ine code snippet).</p>
<p>Here is an example of inline code, first displaying the code, and then evaluating it:</p>
<p><code>1+1</code> equals 2</p>
</div>
<div class="slide section level2">
<p><strong>Filepaths</strong> for reading in data or displaying images in your document are specified relative to where the .Rmd itself lives. So when you want to access a file living in a subfolder next to your RMarkdown document, say something like ‘subfolder/filename.csv’, when it is in a paralle folder, try ‘../foldername/filename.csv’<br />
This is important when reading in data (within code chunks) or when adding images to your document. I generally recommend Page’s folder structure plus an images/ folder for writing projects. See her blog here: <a href="https://pagepiccinini.com/r-course/lesson-1-r-basics/" class="uri">https://pagepiccinini.com/r-course/lesson-1-r-basics/</a></p>
<p><strong>Images</strong> are entered using the simple <code></code> syntax. RStudio can autocomplete filenames using ‘tab’.</p>
</div>
<div id="things-to-pay-attention-to" class="slide section level2">
<h1>Things to pay attention to</h1>
<p>Markdown is a bit peculiar, sometimes things don’t end up looking like you want them to. If so: google!</p>
<p>Examples:</p>
<ul>
<li>A new line in the source document does <em>not</em> mean a new line in the final document. You need to leave one line blank (as in Latex) or use two spaces</li>
<li>The sub-list items did not work for me: you need to insert 4 spaces</li>
</ul>
</div>
<div id="now-for-the-apa-format" class="slide section level2">
<h1>Now for the APA format!</h1>
<p>If you have managed to install papaja, you should see the following when trying to create a new RMarkdown file from templates:</p>
<div class="figure">
<img src="data:image/png;base64,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" />
</div>
</div>
<div class="slide section level2">
<p>Let’s go through the parts and then create our own documents…</p>
<p>Now first let’s look at the generated template file, which should look similar to APA_Template.Rmd in this folder. Try to knit it (you need to have a working TeX version installed for it to yield pdf, but not html or docx).</p>
<p>As I mentioned before, the title part is now much longer, because we need much more information to set up the document, such as the running title and authors/affiliations. There is no introduction section because of how APA works. This makes navigating a bit more tricky, but if you have your set-up code chunk right before you start writing, this can be a bookmark.</p>
<p>The template already has a typical paper structure, so you can start filling everything in.</p>
</div>
<div id="a-longer-apa-paper-example-containing-text-code-and-outputs" class="slide section level2">
<h1>A longer APA paper example containing text, code, and outputs</h1>
<p>To see how a longer APA paper might look, open APA_Untidy_Paper.Rmd. It contains examples of the many things you can do with RMarkdown, and how a longer paper might look like. This will still be much shorter than your typical journal paper. It shows in the pdf version, how everything is now formatted to comply with APA style (for example the citations and subsections).</p>
</div>
<div id="comparing-a-paper-with-all-code-in-it-and-a-paper-with-outsourced-code" class="slide section level2">
<h1>Comparing a paper with all code in it and a paper with outsourced code</h1>
<p>APA_Tidy_Paper.pdf should look exactly like APA_Untidy_Paper.pdf, but the underlying documents are quite different. In the tidy case, I moved all longer code to a separate script and just source this script at the beginning of the document. This makes (to me) the paper more readable,</p>
</div>
<div id="apa-tables" class="slide section level2">
<h1>APA Tables</h1>
<p>papaja comes with a function to format tables correctly, called ‘apa_table()’. Prepare a table by creating a data structure that has exactly the fields you want to display, plus column headers. For advanced users, you can also modify the column headers and other parts of how this table turns out.</p>
<p>You can look at the code for such table in the RMarkdown document and see how it turns out in differnet output formats. Also look at the data structure that is contained in the table, it shows how to format your data for display (for example using dplyr).</p>
</div>
<div id="citations" class="slide section level2">
<h1>Citations</h1>
<ul>
<li>You can add citations and manage them in different formats (e.g. endnote)
<ul>
<li>I use .bib which (1) can be opened by RStudio and (2) can be exported from google scholar</li>
<li>Check the documentation of RMarkdown for citing in text vs in brackets using:
<ul>
<li><code>[@Citation]</code> (brackets) vs</li>
<li><code>@Citation</code> (in text) vs</li>
<li><code>[-@Citation]</code> (just year if you mention author in text).</li>
</ul></li>
<li>IMPORTANT: Use <em>;</em> between multiple citations in the [] context</li>
</ul></li>
</ul>
<p>In the APA template, there is a very practical bit of code at the end. Keep it in and you will generate citations for all loaded R packages automatically. You should always aim to cite ALL R packages that helped you during your research.</p>
<p>In the title section, you can specify two .bib files, for example one containing your R citations and one referring to papers you mentioned in the text.</p>
<p>Note that there will be complaints when you cite some paper that is not in any of the .bib files you mention!</p>
<p>More info: <a href="http://rmarkdown.rstudio.com/authoring_bibliographies_and_citations.html" class="uri">http://rmarkdown.rstudio.com/authoring_bibliographies_and_citations.html</a></p>
<p>If you would like an interactive format to add citation, I recommend citr: <a href="https://github.com/crsh/citr" class="uri">https://github.com/crsh/citr</a></p>
</div>
<div id="some-things-to-know-about-writing-papers" class="slide section level2">
<h1>Some things to know about writing papers</h1>
<ul>
<li>If you use APA style: papaja is continuosly being improved and your feedback helps!</li>
<li>As you saw, I like outsourcing scripts and just calling them.
<ul>
<li>Bonus version: Save everything in an environment and just load that into the paper. Update the environment when you change your analyses, plots, etc.</li>
</ul></li>
<li>I got APA Table to work! YAY! I overlooked that you have to specify results=‘asis’ in the code chunk options, my bad! It IS mentioned on the papaja website.</li>
<li>There is also a function to correctly format stats, that also didn’t work for me (no output or the same problem as APA_table).</li>
</ul>
</div>
<div id="useful-resources" class="slide section level2">
<h1>Useful resources</h1>
<p><a href="http://rmarkdown.rstudio.com" class="uri">http://rmarkdown.rstudio.com</a></p>
<p><a href="https://www.rstudio.com/wp-content/uploads/2016/03/rmarkdown-cheatsheet-2.0.pdf" class="uri">https://www.rstudio.com/wp-content/uploads/2016/03/rmarkdown-cheatsheet-2.0.pdf</a></p>
<p><a href="http://stat545.com/block007_first-use-rmarkdown.html" class="uri">http://stat545.com/block007_first-use-rmarkdown.html</a></p>
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