Project.html

<!DOCTYPE html>
<html>
<head><meta charset="utf-8" />

<title>Project</title>

<script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.1.10/require.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/2.0.3/jquery.min.js"></script>


<style type="text/css">
    /*!
*
* Twitter Bootstrap
*
*/
/*!
 * Bootstrap v3.3.7 (http://getbootstrap.com)
 * Copyright 2011-2016 Twitter, Inc.
 * Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)
 */
/*! normalize.css v3.0.3 | MIT License | github.com/necolas/normalize.css */
html {
  font-family: sans-serif;
  -ms-text-size-adjust: 100%;
  -webkit-text-size-adjust: 100%;
}
body {
  margin: 0;
}
article,
aside,
details,
figcaption,
figure,
footer,
header,
hgroup,
main,
menu,
nav,
section,
summary {
  display: block;
}
audio,
canvas,
progress,
video {
  display: inline-block;
  vertical-align: baseline;
}
audio:not([controls]) {
  display: none;
  height: 0;
}
[hidden],
template {
  display: none;
}
a {
  background-color: transparent;
}
a:active,
a:hover {
  outline: 0;
}
abbr[title] {
  border-bottom: 1px dotted;
}
b,
strong {
  font-weight: bold;
}
dfn {
  font-style: italic;
}
h1 {
  font-size: 2em;
  margin: 0.67em 0;
}
mark {
  background: #ff0;
  color: #000;
}
small {
  font-size: 80%;
}
sub,
sup {
  font-size: 75%;
  line-height: 0;
  position: relative;
  vertical-align: baseline;
}
sup {
  top: -0.5em;
}
sub {
  bottom: -0.25em;
}
img {
  border: 0;
}
svg:not(:root) {
  overflow: hidden;
}
figure {
  margin: 1em 40px;
}
hr {
  box-sizing: content-box;
  height: 0;
}
pre {
  overflow: auto;
}
code,
kbd,
pre,
samp {
  font-family: monospace, monospace;
  font-size: 1em;
}
button,
input,
optgroup,
select,
textarea {
  color: inherit;
  font: inherit;
  margin: 0;
}
button {
  overflow: visible;
}
button,
select {
  text-transform: none;
}
button,
html input[type="button"],
input[type="reset"],
input[type="submit"] {
  -webkit-appearance: button;
  cursor: pointer;
}
button[disabled],
html input[disabled] {
  cursor: default;
}
button::-moz-focus-inner,
input::-moz-focus-inner {
  border: 0;
  padding: 0;
}
input {
  line-height: normal;
}
input[type="checkbox"],
input[type="radio"] {
  box-sizing: border-box;
  padding: 0;
}
input[type="number"]::-webkit-inner-spin-button,
input[type="number"]::-webkit-outer-spin-button {
  height: auto;
}
input[type="search"] {
  -webkit-appearance: textfield;
  box-sizing: content-box;
}
input[type="search"]::-webkit-search-cancel-button,
input[type="search"]::-webkit-search-decoration {
  -webkit-appearance: none;
}
fieldset {
  border: 1px solid #c0c0c0;
  margin: 0 2px;
  padding: 0.35em 0.625em 0.75em;
}
legend {
  border: 0;
  padding: 0;
}
textarea {
  overflow: auto;
}
optgroup {
  font-weight: bold;
}
table {
  border-collapse: collapse;
  border-spacing: 0;
}
td,
th {
  padding: 0;
}
/*! Source: https://github.com/h5bp/html5-boilerplate/blob/master/src/css/main.css */
@media print {
  *,
  *:before,
  *:after {
    background: transparent !important;
    box-shadow: none !important;
    text-shadow: none !important;
  }
  a,
  a:visited {
    text-decoration: underline;
  }
  a[href]:after {
    content: " (" attr(href) ")";
  }
  abbr[title]:after {
    content: " (" attr(title) ")";
  }
  a[href^="#"]:after,
  a[href^="javascript:"]:after {
    content: "";
  }
  pre,
  blockquote {
    border: 1px solid #999;
    page-break-inside: avoid;
  }
  thead {
    display: table-header-group;
  }
  tr,
  img {
    page-break-inside: avoid;
  }
  img {
    max-width: 100% !important;
  }
  p,
  h2,
  h3 {
    orphans: 3;
    widows: 3;
  }
  h2,
  h3 {
    page-break-after: avoid;
  }
  .navbar {
    display: none;
  }
  .btn > .caret,
  .dropup > .btn > .caret {
    border-top-color: #000 !important;
  }
  .label {
    border: 1px solid #000;
  }
  .table {
    border-collapse: collapse !important;
  }
  .table td,
  .table th {
    background-color: #fff !important;
  }
  .table-bordered th,
  .table-bordered td {
    border: 1px solid #ddd !important;
  }
}
@font-face {
  font-family: 'Glyphicons Halflings';
  src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot');
  src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot?#iefix') format('embedded-opentype'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff2') format('woff2'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff') format('woff'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.ttf') format('truetype'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.svg#glyphicons_halflingsregular') format('svg');
}
.glyphicon {
  position: relative;
  top: 1px;
  display: inline-block;
  font-family: 'Glyphicons Halflings';
  font-style: normal;
  font-weight: normal;
  line-height: 1;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
}
.glyphicon-asterisk:before {
  content: "\002a";
}
.glyphicon-plus:before {
  content: "\002b";
}
.glyphicon-euro:before,
.glyphicon-eur:before {
  content: "\20ac";
}
.glyphicon-minus:before {
  content: "\2212";
}
.glyphicon-cloud:before {
  content: "\2601";
}
.glyphicon-envelope:before {
  content: "\2709";
}
.glyphicon-pencil:before {
  content: "\270f";
}
.glyphicon-glass:before {
  content: "\e001";
}
.glyphicon-music:before {
  content: "\e002";
}
.glyphicon-search:before {
  content: "\e003";
}
.glyphicon-heart:before {
  content: "\e005";
}
.glyphicon-star:before {
  content: "\e006";
}
.glyphicon-star-empty:before {
  content: "\e007";
}
.glyphicon-user:before {
  content: "\e008";
}
.glyphicon-film:before {
  content: "\e009";
}
.glyphicon-th-large:before {
  content: "\e010";
}
.glyphicon-th:before {
  content: "\e011";
}
.glyphicon-th-list:before {
  content: "\e012";
}
.glyphicon-ok:before {
  content: "\e013";
}
.glyphicon-remove:before {
  content: "\e014";
}
.glyphicon-zoom-in:before {
  content: "\e015";
}
.glyphicon-zoom-out:before {
  content: "\e016";
}
.glyphicon-off:before {
  content: "\e017";
}
.glyphicon-signal:before {
  content: "\e018";
}
.glyphicon-cog:before {
  content: "\e019";
}
.glyphicon-trash:before {
  content: "\e020";
}
.glyphicon-home:before {
  content: "\e021";
}
.glyphicon-file:before {
  content: "\e022";
}
.glyphicon-time:before {
  content: "\e023";
}
.glyphicon-road:before {
  content: "\e024";
}
.glyphicon-download-alt:before {
  content: "\e025";
}
.glyphicon-download:before {
  content: "\e026";
}
.glyphicon-upload:before {
  content: "\e027";
}
.glyphicon-inbox:before {
  content: "\e028";
}
.glyphicon-play-circle:before {
  content: "\e029";
}
.glyphicon-repeat:before {
  content: "\e030";
}
.glyphicon-refresh:before {
  content: "\e031";
}
.glyphicon-list-alt:before {
  content: "\e032";
}
.glyphicon-lock:before {
  content: "\e033";
}
.glyphicon-flag:before {
  content: "\e034";
}
.glyphicon-headphones:before {
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}
.glyphicon-volume-off:before {
  content: "\e036";
}
.glyphicon-volume-down:before {
  content: "\e037";
}
.glyphicon-volume-up:before {
  content: "\e038";
}
.glyphicon-qrcode:before {
  content: "\e039";
}
.glyphicon-barcode:before {
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}
.glyphicon-tag:before {
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}
.glyphicon-tags:before {
  content: "\e042";
}
.glyphicon-book:before {
  content: "\e043";
}
.glyphicon-bookmark:before {
  content: "\e044";
}
.glyphicon-print:before {
  content: "\e045";
}
.glyphicon-camera:before {
  content: "\e046";
}
.glyphicon-font:before {
  content: "\e047";
}
.glyphicon-bold:before {
  content: "\e048";
}
.glyphicon-italic:before {
  content: "\e049";
}
.glyphicon-text-height:before {
  content: "\e050";
}
.glyphicon-text-width:before {
  content: "\e051";
}
.glyphicon-align-left:before {
  content: "\e052";
}
.glyphicon-align-center:before {
  content: "\e053";
}
.glyphicon-align-right:before {
  content: "\e054";
}
.glyphicon-align-justify:before {
  content: "\e055";
}
.glyphicon-list:before {
  content: "\e056";
}
.glyphicon-indent-left:before {
  content: "\e057";
}
.glyphicon-indent-right:before {
  content: "\e058";
}
.glyphicon-facetime-video:before {
  content: "\e059";
}
.glyphicon-picture:before {
  content: "\e060";
}
.glyphicon-map-marker:before {
  content: "\e062";
}
.glyphicon-adjust:before {
  content: "\e063";
}
.glyphicon-tint:before {
  content: "\e064";
}
.glyphicon-edit:before {
  content: "\e065";
}
.glyphicon-share:before {
  content: "\e066";
}
.glyphicon-check:before {
  content: "\e067";
}
.glyphicon-move:before {
  content: "\e068";
}
.glyphicon-step-backward:before {
  content: "\e069";
}
.glyphicon-fast-backward:before {
  content: "\e070";
}
.glyphicon-backward:before {
  content: "\e071";
}
.glyphicon-play:before {
  content: "\e072";
}
.glyphicon-pause:before {
  content: "\e073";
}
.glyphicon-stop:before {
  content: "\e074";
}
.glyphicon-forward:before {
  content: "\e075";
}
.glyphicon-fast-forward:before {
  content: "\e076";
}
.glyphicon-step-forward:before {
  content: "\e077";
}
.glyphicon-eject:before {
  content: "\e078";
}
.glyphicon-chevron-left:before {
  content: "\e079";
}
.glyphicon-chevron-right:before {
  content: "\e080";
}
.glyphicon-plus-sign:before {
  content: "\e081";
}
.glyphicon-minus-sign:before {
  content: "\e082";
}
.glyphicon-remove-sign:before {
  content: "\e083";
}
.glyphicon-ok-sign:before {
  content: "\e084";
}
.glyphicon-question-sign:before {
  content: "\e085";
}
.glyphicon-info-sign:before {
  content: "\e086";
}
.glyphicon-screenshot:before {
  content: "\e087";
}
.glyphicon-remove-circle:before {
  content: "\e088";
}
.glyphicon-ok-circle:before {
  content: "\e089";
}
.glyphicon-ban-circle:before {
  content: "\e090";
}
.glyphicon-arrow-left:before {
  content: "\e091";
}
.glyphicon-arrow-right:before {
  content: "\e092";
}
.glyphicon-arrow-up:before {
  content: "\e093";
}
.glyphicon-arrow-down:before {
  content: "\e094";
}
.glyphicon-share-alt:before {
  content: "\e095";
}
.glyphicon-resize-full:before {
  content: "\e096";
}
.glyphicon-resize-small:before {
  content: "\e097";
}
.glyphicon-exclamation-sign:before {
  content: "\e101";
}
.glyphicon-gift:before {
  content: "\e102";
}
.glyphicon-leaf:before {
  content: "\e103";
}
.glyphicon-fire:before {
  content: "\e104";
}
.glyphicon-eye-open:before {
  content: "\e105";
}
.glyphicon-eye-close:before {
  content: "\e106";
}
.glyphicon-warning-sign:before {
  content: "\e107";
}
.glyphicon-plane:before {
  content: "\e108";
}
.glyphicon-calendar:before {
  content: "\e109";
}
.glyphicon-random:before {
  content: "\e110";
}
.glyphicon-comment:before {
  content: "\e111";
}
.glyphicon-magnet:before {
  content: "\e112";
}
.glyphicon-chevron-up:before {
  content: "\e113";
}
.glyphicon-chevron-down:before {
  content: "\e114";
}
.glyphicon-retweet:before {
  content: "\e115";
}
.glyphicon-shopping-cart:before {
  content: "\e116";
}
.glyphicon-folder-close:before {
  content: "\e117";
}
.glyphicon-folder-open:before {
  content: "\e118";
}
.glyphicon-resize-vertical:before {
  content: "\e119";
}
.glyphicon-resize-horizontal:before {
  content: "\e120";
}
.glyphicon-hdd:before {
  content: "\e121";
}
.glyphicon-bullhorn:before {
  content: "\e122";
}
.glyphicon-bell:before {
  content: "\e123";
}
.glyphicon-certificate:before {
  content: "\e124";
}
.glyphicon-thumbs-up:before {
  content: "\e125";
}
.glyphicon-thumbs-down:before {
  content: "\e126";
}
.glyphicon-hand-right:before {
  content: "\e127";
}
.glyphicon-hand-left:before {
  content: "\e128";
}
.glyphicon-hand-up:before {
  content: "\e129";
}
.glyphicon-hand-down:before {
  content: "\e130";
}
.glyphicon-circle-arrow-right:before {
  content: "\e131";
}
.glyphicon-circle-arrow-left:before {
  content: "\e132";
}
.glyphicon-circle-arrow-up:before {
  content: "\e133";
}
.glyphicon-circle-arrow-down:before {
  content: "\e134";
}
.glyphicon-globe:before {
  content: "\e135";
}
.glyphicon-wrench:before {
  content: "\e136";
}
.glyphicon-tasks:before {
  content: "\e137";
}
.glyphicon-filter:before {
  content: "\e138";
}
.glyphicon-briefcase:before {
  content: "\e139";
}
.glyphicon-fullscreen:before {
  content: "\e140";
}
.glyphicon-dashboard:before {
  content: "\e141";
}
.glyphicon-paperclip:before {
  content: "\e142";
}
.glyphicon-heart-empty:before {
  content: "\e143";
}
.glyphicon-link:before {
  content: "\e144";
}
.glyphicon-phone:before {
  content: "\e145";
}
.glyphicon-pushpin:before {
  content: "\e146";
}
.glyphicon-usd:before {
  content: "\e148";
}
.glyphicon-gbp:before {
  content: "\e149";
}
.glyphicon-sort:before {
  content: "\e150";
}
.glyphicon-sort-by-alphabet:before {
  content: "\e151";
}
.glyphicon-sort-by-alphabet-alt:before {
  content: "\e152";
}
.glyphicon-sort-by-order:before {
  content: "\e153";
}
.glyphicon-sort-by-order-alt:before {
  content: "\e154";
}
.glyphicon-sort-by-attributes:before {
  content: "\e155";
}
.glyphicon-sort-by-attributes-alt:before {
  content: "\e156";
}
.glyphicon-unchecked:before {
  content: "\e157";
}
.glyphicon-expand:before {
  content: "\e158";
}
.glyphicon-collapse-down:before {
  content: "\e159";
}
.glyphicon-collapse-up:before {
  content: "\e160";
}
.glyphicon-log-in:before {
  content: "\e161";
}
.glyphicon-flash:before {
  content: "\e162";
}
.glyphicon-log-out:before {
  content: "\e163";
}
.glyphicon-new-window:before {
  content: "\e164";
}
.glyphicon-record:before {
  content: "\e165";
}
.glyphicon-save:before {
  content: "\e166";
}
.glyphicon-open:before {
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}
.glyphicon-saved:before {
  content: "\e168";
}
.glyphicon-import:before {
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}
.glyphicon-export:before {
  content: "\e170";
}
.glyphicon-send:before {
  content: "\e171";
}
.glyphicon-floppy-disk:before {
  content: "\e172";
}
.glyphicon-floppy-saved:before {
  content: "\e173";
}
.glyphicon-floppy-remove:before {
  content: "\e174";
}
.glyphicon-floppy-save:before {
  content: "\e175";
}
.glyphicon-floppy-open:before {
  content: "\e176";
}
.glyphicon-credit-card:before {
  content: "\e177";
}
.glyphicon-transfer:before {
  content: "\e178";
}
.glyphicon-cutlery:before {
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}
.glyphicon-header:before {
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}
.glyphicon-compressed:before {
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}
.glyphicon-earphone:before {
  content: "\e182";
}
.glyphicon-phone-alt:before {
  content: "\e183";
}
.glyphicon-tower:before {
  content: "\e184";
}
.glyphicon-stats:before {
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}
.glyphicon-sd-video:before {
  content: "\e186";
}
.glyphicon-hd-video:before {
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}
.glyphicon-subtitles:before {
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}
.glyphicon-sound-stereo:before {
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}
.glyphicon-sound-dolby:before {
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}
.glyphicon-sound-5-1:before {
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.glyphicon-sound-6-1:before {
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}
.glyphicon-sound-7-1:before {
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}
.glyphicon-copyright-mark:before {
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}
.glyphicon-registration-mark:before {
  content: "\e195";
}
.glyphicon-cloud-download:before {
  content: "\e197";
}
.glyphicon-cloud-upload:before {
  content: "\e198";
}
.glyphicon-tree-conifer:before {
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}
.glyphicon-tree-deciduous:before {
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}
.glyphicon-cd:before {
  content: "\e201";
}
.glyphicon-save-file:before {
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}
.glyphicon-open-file:before {
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}
.glyphicon-level-up:before {
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}
.glyphicon-copy:before {
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}
.glyphicon-paste:before {
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}
.glyphicon-alert:before {
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}
.glyphicon-equalizer:before {
  content: "\e210";
}
.glyphicon-king:before {
  content: "\e211";
}
.glyphicon-queen:before {
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}
.glyphicon-pawn:before {
  content: "\e213";
}
.glyphicon-bishop:before {
  content: "\e214";
}
.glyphicon-knight:before {
  content: "\e215";
}
.glyphicon-baby-formula:before {
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}
.glyphicon-tent:before {
  content: "\26fa";
}
.glyphicon-blackboard:before {
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}
.glyphicon-bed:before {
  content: "\e219";
}
.glyphicon-apple:before {
  content: "\f8ff";
}
.glyphicon-erase:before {
  content: "\e221";
}
.glyphicon-hourglass:before {
  content: "\231b";
}
.glyphicon-lamp:before {
  content: "\e223";
}
.glyphicon-duplicate:before {
  content: "\e224";
}
.glyphicon-piggy-bank:before {
  content: "\e225";
}
.glyphicon-scissors:before {
  content: "\e226";
}
.glyphicon-bitcoin:before {
  content: "\e227";
}
.glyphicon-btc:before {
  content: "\e227";
}
.glyphicon-xbt:before {
  content: "\e227";
}
.glyphicon-yen:before {
  content: "\00a5";
}
.glyphicon-jpy:before {
  content: "\00a5";
}
.glyphicon-ruble:before {
  content: "\20bd";
}
.glyphicon-rub:before {
  content: "\20bd";
}
.glyphicon-scale:before {
  content: "\e230";
}
.glyphicon-ice-lolly:before {
  content: "\e231";
}
.glyphicon-ice-lolly-tasted:before {
  content: "\e232";
}
.glyphicon-education:before {
  content: "\e233";
}
.glyphicon-option-horizontal:before {
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}
.glyphicon-option-vertical:before {
  content: "\e235";
}
.glyphicon-menu-hamburger:before {
  content: "\e236";
}
.glyphicon-modal-window:before {
  content: "\e237";
}
.glyphicon-oil:before {
  content: "\e238";
}
.glyphicon-grain:before {
  content: "\e239";
}
.glyphicon-sunglasses:before {
  content: "\e240";
}
.glyphicon-text-size:before {
  content: "\e241";
}
.glyphicon-text-color:before {
  content: "\e242";
}
.glyphicon-text-background:before {
  content: "\e243";
}
.glyphicon-object-align-top:before {
  content: "\e244";
}
.glyphicon-object-align-bottom:before {
  content: "\e245";
}
.glyphicon-object-align-horizontal:before {
  content: "\e246";
}
.glyphicon-object-align-left:before {
  content: "\e247";
}
.glyphicon-object-align-vertical:before {
  content: "\e248";
}
.glyphicon-object-align-right:before {
  content: "\e249";
}
.glyphicon-triangle-right:before {
  content: "\e250";
}
.glyphicon-triangle-left:before {
  content: "\e251";
}
.glyphicon-triangle-bottom:before {
  content: "\e252";
}
.glyphicon-triangle-top:before {
  content: "\e253";
}
.glyphicon-console:before {
  content: "\e254";
}
.glyphicon-superscript:before {
  content: "\e255";
}
.glyphicon-subscript:before {
  content: "\e256";
}
.glyphicon-menu-left:before {
  content: "\e257";
}
.glyphicon-menu-right:before {
  content: "\e258";
}
.glyphicon-menu-down:before {
  content: "\e259";
}
.glyphicon-menu-up:before {
  content: "\e260";
}
* {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
*:before,
*:after {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
html {
  font-size: 10px;
  -webkit-tap-highlight-color: rgba(0, 0, 0, 0);
}
body {
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-size: 13px;
  line-height: 1.42857143;
  color: #000;
  background-color: #fff;
}
input,
button,
select,
textarea {
  font-family: inherit;
  font-size: inherit;
  line-height: inherit;
}
a {
  color: #337ab7;
  text-decoration: none;
}
a:hover,
a:focus {
  color: #23527c;
  text-decoration: underline;
}
a:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
figure {
  margin: 0;
}
img {
  vertical-align: middle;
}
.img-responsive,
.thumbnail > img,
.thumbnail a > img,
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  display: block;
  max-width: 100%;
  height: auto;
}
.img-rounded {
  border-radius: 3px;
}
.img-thumbnail {
  padding: 4px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: all 0.2s ease-in-out;
  -o-transition: all 0.2s ease-in-out;
  transition: all 0.2s ease-in-out;
  display: inline-block;
  max-width: 100%;
  height: auto;
}
.img-circle {
  border-radius: 50%;
}
hr {
  margin-top: 18px;
  margin-bottom: 18px;
  border: 0;
  border-top: 1px solid #eeeeee;
}
.sr-only {
  position: absolute;
  width: 1px;
  height: 1px;
  margin: -1px;
  padding: 0;
  overflow: hidden;
  clip: rect(0, 0, 0, 0);
  border: 0;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
[role="button"] {
  cursor: pointer;
}
h1,
h2,
h3,
h4,
h5,
h6,
.h1,
.h2,
.h3,
.h4,
.h5,
.h6 {
  font-family: inherit;
  font-weight: 500;
  line-height: 1.1;
  color: inherit;
}
h1 small,
h2 small,
h3 small,
h4 small,
h5 small,
h6 small,
.h1 small,
.h2 small,
.h3 small,
.h4 small,
.h5 small,
.h6 small,
h1 .small,
h2 .small,
h3 .small,
h4 .small,
h5 .small,
h6 .small,
.h1 .small,
.h2 .small,
.h3 .small,
.h4 .small,
.h5 .small,
.h6 .small {
  font-weight: normal;
  line-height: 1;
  color: #777777;
}
h1,
.h1,
h2,
.h2,
h3,
.h3 {
  margin-top: 18px;
  margin-bottom: 9px;
}
h1 small,
.h1 small,
h2 small,
.h2 small,
h3 small,
.h3 small,
h1 .small,
.h1 .small,
h2 .small,
.h2 .small,
h3 .small,
.h3 .small {
  font-size: 65%;
}
h4,
.h4,
h5,
.h5,
h6,
.h6 {
  margin-top: 9px;
  margin-bottom: 9px;
}
h4 small,
.h4 small,
h5 small,
.h5 small,
h6 small,
.h6 small,
h4 .small,
.h4 .small,
h5 .small,
.h5 .small,
h6 .small,
.h6 .small {
  font-size: 75%;
}
h1,
.h1 {
  font-size: 33px;
}
h2,
.h2 {
  font-size: 27px;
}
h3,
.h3 {
  font-size: 23px;
}
h4,
.h4 {
  font-size: 17px;
}
h5,
.h5 {
  font-size: 13px;
}
h6,
.h6 {
  font-size: 12px;
}
p {
  margin: 0 0 9px;
}
.lead {
  margin-bottom: 18px;
  font-size: 14px;
  font-weight: 300;
  line-height: 1.4;
}
@media (min-width: 768px) {
  .lead {
    font-size: 19.5px;
  }
}
small,
.small {
  font-size: 92%;
}
mark,
.mark {
  background-color: #fcf8e3;
  padding: .2em;
}
.text-left {
  text-align: left;
}
.text-right {
  text-align: right;
}
.text-center {
  text-align: center;
}
.text-justify {
  text-align: justify;
}
.text-nowrap {
  white-space: nowrap;
}
.text-lowercase {
  text-transform: lowercase;
}
.text-uppercase {
  text-transform: uppercase;
}
.text-capitalize {
  text-transform: capitalize;
}
.text-muted {
  color: #777777;
}
.text-primary {
  color: #337ab7;
}
a.text-primary:hover,
a.text-primary:focus {
  color: #286090;
}
.text-success {
  color: #3c763d;
}
a.text-success:hover,
a.text-success:focus {
  color: #2b542c;
}
.text-info {
  color: #31708f;
}
a.text-info:hover,
a.text-info:focus {
  color: #245269;
}
.text-warning {
  color: #8a6d3b;
}
a.text-warning:hover,
a.text-warning:focus {
  color: #66512c;
}
.text-danger {
  color: #a94442;
}
a.text-danger:hover,
a.text-danger:focus {
  color: #843534;
}
.bg-primary {
  color: #fff;
  background-color: #337ab7;
}
a.bg-primary:hover,
a.bg-primary:focus {
  background-color: #286090;
}
.bg-success {
  background-color: #dff0d8;
}
a.bg-success:hover,
a.bg-success:focus {
  background-color: #c1e2b3;
}
.bg-info {
  background-color: #d9edf7;
}
a.bg-info:hover,
a.bg-info:focus {
  background-color: #afd9ee;
}
.bg-warning {
  background-color: #fcf8e3;
}
a.bg-warning:hover,
a.bg-warning:focus {
  background-color: #f7ecb5;
}
.bg-danger {
  background-color: #f2dede;
}
a.bg-danger:hover,
a.bg-danger:focus {
  background-color: #e4b9b9;
}
.page-header {
  padding-bottom: 8px;
  margin: 36px 0 18px;
  border-bottom: 1px solid #eeeeee;
}
ul,
ol {
  margin-top: 0;
  margin-bottom: 9px;
}
ul ul,
ol ul,
ul ol,
ol ol {
  margin-bottom: 0;
}
.list-unstyled {
  padding-left: 0;
  list-style: none;
}
.list-inline {
  padding-left: 0;
  list-style: none;
  margin-left: -5px;
}
.list-inline > li {
  display: inline-block;
  padding-left: 5px;
  padding-right: 5px;
}
dl {
  margin-top: 0;
  margin-bottom: 18px;
}
dt,
dd {
  line-height: 1.42857143;
}
dt {
  font-weight: bold;
}
dd {
  margin-left: 0;
}
@media (min-width: 541px) {
  .dl-horizontal dt {
    float: left;
    width: 160px;
    clear: left;
    text-align: right;
    overflow: hidden;
    text-overflow: ellipsis;
    white-space: nowrap;
  }
  .dl-horizontal dd {
    margin-left: 180px;
  }
}
abbr[title],
abbr[data-original-title] {
  cursor: help;
  border-bottom: 1px dotted #777777;
}
.initialism {
  font-size: 90%;
  text-transform: uppercase;
}
blockquote {
  padding: 9px 18px;
  margin: 0 0 18px;
  font-size: inherit;
  border-left: 5px solid #eeeeee;
}
blockquote p:last-child,
blockquote ul:last-child,
blockquote ol:last-child {
  margin-bottom: 0;
}
blockquote footer,
blockquote small,
blockquote .small {
  display: block;
  font-size: 80%;
  line-height: 1.42857143;
  color: #777777;
}
blockquote footer:before,
blockquote small:before,
blockquote .small:before {
  content: '\2014 \00A0';
}
.blockquote-reverse,
blockquote.pull-right {
  padding-right: 15px;
  padding-left: 0;
  border-right: 5px solid #eeeeee;
  border-left: 0;
  text-align: right;
}
.blockquote-reverse footer:before,
blockquote.pull-right footer:before,
.blockquote-reverse small:before,
blockquote.pull-right small:before,
.blockquote-reverse .small:before,
blockquote.pull-right .small:before {
  content: '';
}
.blockquote-reverse footer:after,
blockquote.pull-right footer:after,
.blockquote-reverse small:after,
blockquote.pull-right small:after,
.blockquote-reverse .small:after,
blockquote.pull-right .small:after {
  content: '\00A0 \2014';
}
address {
  margin-bottom: 18px;
  font-style: normal;
  line-height: 1.42857143;
}
code,
kbd,
pre,
samp {
  font-family: monospace;
}
code {
  padding: 2px 4px;
  font-size: 90%;
  color: #c7254e;
  background-color: #f9f2f4;
  border-radius: 2px;
}
kbd {
  padding: 2px 4px;
  font-size: 90%;
  color: #888;
  background-color: transparent;
  border-radius: 1px;
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);
}
kbd kbd {
  padding: 0;
  font-size: 100%;
  font-weight: bold;
  box-shadow: none;
}
pre {
  display: block;
  padding: 8.5px;
  margin: 0 0 9px;
  font-size: 12px;
  line-height: 1.42857143;
  word-break: break-all;
  word-wrap: break-word;
  color: #333333;
  background-color: #f5f5f5;
  border: 1px solid #ccc;
  border-radius: 2px;
}
pre code {
  padding: 0;
  font-size: inherit;
  color: inherit;
  white-space: pre-wrap;
  background-color: transparent;
  border-radius: 0;
}
.pre-scrollable {
  max-height: 340px;
  overflow-y: scroll;
}
.container {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
@media (min-width: 768px) {
  .container {
    width: 768px;
  }
}
@media (min-width: 992px) {
  .container {
    width: 940px;
  }
}
@media (min-width: 1200px) {
  .container {
    width: 1140px;
  }
}
.container-fluid {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
.row {
  margin-left: 0px;
  margin-right: 0px;
}
.col-xs-1, .col-sm-1, .col-md-1, .col-lg-1, .col-xs-2, .col-sm-2, .col-md-2, .col-lg-2, .col-xs-3, .col-sm-3, .col-md-3, .col-lg-3, .col-xs-4, .col-sm-4, .col-md-4, .col-lg-4, .col-xs-5, .col-sm-5, .col-md-5, .col-lg-5, .col-xs-6, .col-sm-6, .col-md-6, .col-lg-6, .col-xs-7, .col-sm-7, .col-md-7, .col-lg-7, .col-xs-8, .col-sm-8, .col-md-8, .col-lg-8, .col-xs-9, .col-sm-9, .col-md-9, .col-lg-9, .col-xs-10, .col-sm-10, .col-md-10, .col-lg-10, .col-xs-11, .col-sm-11, .col-md-11, .col-lg-11, .col-xs-12, .col-sm-12, .col-md-12, .col-lg-12 {
  position: relative;
  min-height: 1px;
  padding-left: 0px;
  padding-right: 0px;
}
.col-xs-1, .col-xs-2, .col-xs-3, .col-xs-4, .col-xs-5, .col-xs-6, .col-xs-7, .col-xs-8, .col-xs-9, .col-xs-10, .col-xs-11, .col-xs-12 {
  float: left;
}
.col-xs-12 {
  width: 100%;
}
.col-xs-11 {
  width: 91.66666667%;
}
.col-xs-10 {
  width: 83.33333333%;
}
.col-xs-9 {
  width: 75%;
}
.col-xs-8 {
  width: 66.66666667%;
}
.col-xs-7 {
  width: 58.33333333%;
}
.col-xs-6 {
  width: 50%;
}
.col-xs-5 {
  width: 41.66666667%;
}
.col-xs-4 {
  width: 33.33333333%;
}
.col-xs-3 {
  width: 25%;
}
.col-xs-2 {
  width: 16.66666667%;
}
.col-xs-1 {
  width: 8.33333333%;
}
.col-xs-pull-12 {
  right: 100%;
}
.col-xs-pull-11 {
  right: 91.66666667%;
}
.col-xs-pull-10 {
  right: 83.33333333%;
}
.col-xs-pull-9 {
  right: 75%;
}
.col-xs-pull-8 {
  right: 66.66666667%;
}
.col-xs-pull-7 {
  right: 58.33333333%;
}
.col-xs-pull-6 {
  right: 50%;
}
.col-xs-pull-5 {
  right: 41.66666667%;
}
.col-xs-pull-4 {
  right: 33.33333333%;
}
.col-xs-pull-3 {
  right: 25%;
}
.col-xs-pull-2 {
  right: 16.66666667%;
}
.col-xs-pull-1 {
  right: 8.33333333%;
}
.col-xs-pull-0 {
  right: auto;
}
.col-xs-push-12 {
  left: 100%;
}
.col-xs-push-11 {
  left: 91.66666667%;
}
.col-xs-push-10 {
  left: 83.33333333%;
}
.col-xs-push-9 {
  left: 75%;
}
.col-xs-push-8 {
  left: 66.66666667%;
}
.col-xs-push-7 {
  left: 58.33333333%;
}
.col-xs-push-6 {
  left: 50%;
}
.col-xs-push-5 {
  left: 41.66666667%;
}
.col-xs-push-4 {
  left: 33.33333333%;
}
.col-xs-push-3 {
  left: 25%;
}
.col-xs-push-2 {
  left: 16.66666667%;
}
.col-xs-push-1 {
  left: 8.33333333%;
}
.col-xs-push-0 {
  left: auto;
}
.col-xs-offset-12 {
  margin-left: 100%;
}
.col-xs-offset-11 {
  margin-left: 91.66666667%;
}
.col-xs-offset-10 {
  margin-left: 83.33333333%;
}
.col-xs-offset-9 {
  margin-left: 75%;
}
.col-xs-offset-8 {
  margin-left: 66.66666667%;
}
.col-xs-offset-7 {
  margin-left: 58.33333333%;
}
.col-xs-offset-6 {
  margin-left: 50%;
}
.col-xs-offset-5 {
  margin-left: 41.66666667%;
}
.col-xs-offset-4 {
  margin-left: 33.33333333%;
}
.col-xs-offset-3 {
  margin-left: 25%;
}
.col-xs-offset-2 {
  margin-left: 16.66666667%;
}
.col-xs-offset-1 {
  margin-left: 8.33333333%;
}
.col-xs-offset-0 {
  margin-left: 0%;
}
@media (min-width: 768px) {
  .col-sm-1, .col-sm-2, .col-sm-3, .col-sm-4, .col-sm-5, .col-sm-6, .col-sm-7, .col-sm-8, .col-sm-9, .col-sm-10, .col-sm-11, .col-sm-12 {
    float: left;
  }
  .col-sm-12 {
    width: 100%;
  }
  .col-sm-11 {
    width: 91.66666667%;
  }
  .col-sm-10 {
    width: 83.33333333%;
  }
  .col-sm-9 {
    width: 75%;
  }
  .col-sm-8 {
    width: 66.66666667%;
  }
  .col-sm-7 {
    width: 58.33333333%;
  }
  .col-sm-6 {
    width: 50%;
  }
  .col-sm-5 {
    width: 41.66666667%;
  }
  .col-sm-4 {
    width: 33.33333333%;
  }
  .col-sm-3 {
    width: 25%;
  }
  .col-sm-2 {
    width: 16.66666667%;
  }
  .col-sm-1 {
    width: 8.33333333%;
  }
  .col-sm-pull-12 {
    right: 100%;
  }
  .col-sm-pull-11 {
    right: 91.66666667%;
  }
  .col-sm-pull-10 {
    right: 83.33333333%;
  }
  .col-sm-pull-9 {
    right: 75%;
  }
  .col-sm-pull-8 {
    right: 66.66666667%;
  }
  .col-sm-pull-7 {
    right: 58.33333333%;
  }
  .col-sm-pull-6 {
    right: 50%;
  }
  .col-sm-pull-5 {
    right: 41.66666667%;
  }
  .col-sm-pull-4 {
    right: 33.33333333%;
  }
  .col-sm-pull-3 {
    right: 25%;
  }
  .col-sm-pull-2 {
    right: 16.66666667%;
  }
  .col-sm-pull-1 {
    right: 8.33333333%;
  }
  .col-sm-pull-0 {
    right: auto;
  }
  .col-sm-push-12 {
    left: 100%;
  }
  .col-sm-push-11 {
    left: 91.66666667%;
  }
  .col-sm-push-10 {
    left: 83.33333333%;
  }
  .col-sm-push-9 {
    left: 75%;
  }
  .col-sm-push-8 {
    left: 66.66666667%;
  }
  .col-sm-push-7 {
    left: 58.33333333%;
  }
  .col-sm-push-6 {
    left: 50%;
  }
  .col-sm-push-5 {
    left: 41.66666667%;
  }
  .col-sm-push-4 {
    left: 33.33333333%;
  }
  .col-sm-push-3 {
    left: 25%;
  }
  .col-sm-push-2 {
    left: 16.66666667%;
  }
  .col-sm-push-1 {
    left: 8.33333333%;
  }
  .col-sm-push-0 {
    left: auto;
  }
  .col-sm-offset-12 {
    margin-left: 100%;
  }
  .col-sm-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-sm-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-sm-offset-9 {
    margin-left: 75%;
  }
  .col-sm-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-sm-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-sm-offset-6 {
    margin-left: 50%;
  }
  .col-sm-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-sm-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-sm-offset-3 {
    margin-left: 25%;
  }
  .col-sm-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-sm-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-sm-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 992px) {
  .col-md-1, .col-md-2, .col-md-3, .col-md-4, .col-md-5, .col-md-6, .col-md-7, .col-md-8, .col-md-9, .col-md-10, .col-md-11, .col-md-12 {
    float: left;
  }
  .col-md-12 {
    width: 100%;
  }
  .col-md-11 {
    width: 91.66666667%;
  }
  .col-md-10 {
    width: 83.33333333%;
  }
  .col-md-9 {
    width: 75%;
  }
  .col-md-8 {
    width: 66.66666667%;
  }
  .col-md-7 {
    width: 58.33333333%;
  }
  .col-md-6 {
    width: 50%;
  }
  .col-md-5 {
    width: 41.66666667%;
  }
  .col-md-4 {
    width: 33.33333333%;
  }
  .col-md-3 {
    width: 25%;
  }
  .col-md-2 {
    width: 16.66666667%;
  }
  .col-md-1 {
    width: 8.33333333%;
  }
  .col-md-pull-12 {
    right: 100%;
  }
  .col-md-pull-11 {
    right: 91.66666667%;
  }
  .col-md-pull-10 {
    right: 83.33333333%;
  }
  .col-md-pull-9 {
    right: 75%;
  }
  .col-md-pull-8 {
    right: 66.66666667%;
  }
  .col-md-pull-7 {
    right: 58.33333333%;
  }
  .col-md-pull-6 {
    right: 50%;
  }
  .col-md-pull-5 {
    right: 41.66666667%;
  }
  .col-md-pull-4 {
    right: 33.33333333%;
  }
  .col-md-pull-3 {
    right: 25%;
  }
  .col-md-pull-2 {
    right: 16.66666667%;
  }
  .col-md-pull-1 {
    right: 8.33333333%;
  }
  .col-md-pull-0 {
    right: auto;
  }
  .col-md-push-12 {
    left: 100%;
  }
  .col-md-push-11 {
    left: 91.66666667%;
  }
  .col-md-push-10 {
    left: 83.33333333%;
  }
  .col-md-push-9 {
    left: 75%;
  }
  .col-md-push-8 {
    left: 66.66666667%;
  }
  .col-md-push-7 {
    left: 58.33333333%;
  }
  .col-md-push-6 {
    left: 50%;
  }
  .col-md-push-5 {
    left: 41.66666667%;
  }
  .col-md-push-4 {
    left: 33.33333333%;
  }
  .col-md-push-3 {
    left: 25%;
  }
  .col-md-push-2 {
    left: 16.66666667%;
  }
  .col-md-push-1 {
    left: 8.33333333%;
  }
  .col-md-push-0 {
    left: auto;
  }
  .col-md-offset-12 {
    margin-left: 100%;
  }
  .col-md-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-md-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-md-offset-9 {
    margin-left: 75%;
  }
  .col-md-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-md-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-md-offset-6 {
    margin-left: 50%;
  }
  .col-md-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-md-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-md-offset-3 {
    margin-left: 25%;
  }
  .col-md-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-md-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-md-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 1200px) {
  .col-lg-1, .col-lg-2, .col-lg-3, .col-lg-4, .col-lg-5, .col-lg-6, .col-lg-7, .col-lg-8, .col-lg-9, .col-lg-10, .col-lg-11, .col-lg-12 {
    float: left;
  }
  .col-lg-12 {
    width: 100%;
  }
  .col-lg-11 {
    width: 91.66666667%;
  }
  .col-lg-10 {
    width: 83.33333333%;
  }
  .col-lg-9 {
    width: 75%;
  }
  .col-lg-8 {
    width: 66.66666667%;
  }
  .col-lg-7 {
    width: 58.33333333%;
  }
  .col-lg-6 {
    width: 50%;
  }
  .col-lg-5 {
    width: 41.66666667%;
  }
  .col-lg-4 {
    width: 33.33333333%;
  }
  .col-lg-3 {
    width: 25%;
  }
  .col-lg-2 {
    width: 16.66666667%;
  }
  .col-lg-1 {
    width: 8.33333333%;
  }
  .col-lg-pull-12 {
    right: 100%;
  }
  .col-lg-pull-11 {
    right: 91.66666667%;
  }
  .col-lg-pull-10 {
    right: 83.33333333%;
  }
  .col-lg-pull-9 {
    right: 75%;
  }
  .col-lg-pull-8 {
    right: 66.66666667%;
  }
  .col-lg-pull-7 {
    right: 58.33333333%;
  }
  .col-lg-pull-6 {
    right: 50%;
  }
  .col-lg-pull-5 {
    right: 41.66666667%;
  }
  .col-lg-pull-4 {
    right: 33.33333333%;
  }
  .col-lg-pull-3 {
    right: 25%;
  }
  .col-lg-pull-2 {
    right: 16.66666667%;
  }
  .col-lg-pull-1 {
    right: 8.33333333%;
  }
  .col-lg-pull-0 {
    right: auto;
  }
  .col-lg-push-12 {
    left: 100%;
  }
  .col-lg-push-11 {
    left: 91.66666667%;
  }
  .col-lg-push-10 {
    left: 83.33333333%;
  }
  .col-lg-push-9 {
    left: 75%;
  }
  .col-lg-push-8 {
    left: 66.66666667%;
  }
  .col-lg-push-7 {
    left: 58.33333333%;
  }
  .col-lg-push-6 {
    left: 50%;
  }
  .col-lg-push-5 {
    left: 41.66666667%;
  }
  .col-lg-push-4 {
    left: 33.33333333%;
  }
  .col-lg-push-3 {
    left: 25%;
  }
  .col-lg-push-2 {
    left: 16.66666667%;
  }
  .col-lg-push-1 {
    left: 8.33333333%;
  }
  .col-lg-push-0 {
    left: auto;
  }
  .col-lg-offset-12 {
    margin-left: 100%;
  }
  .col-lg-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-lg-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-lg-offset-9 {
    margin-left: 75%;
  }
  .col-lg-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-lg-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-lg-offset-6 {
    margin-left: 50%;
  }
  .col-lg-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-lg-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-lg-offset-3 {
    margin-left: 25%;
  }
  .col-lg-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-lg-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-lg-offset-0 {
    margin-left: 0%;
  }
}
table {
  background-color: transparent;
}
caption {
  padding-top: 8px;
  padding-bottom: 8px;
  color: #777777;
  text-align: left;
}
th {
  text-align: left;
}
.table {
  width: 100%;
  max-width: 100%;
  margin-bottom: 18px;
}
.table > thead > tr > th,
.table > tbody > tr > th,
.table > tfoot > tr > th,
.table > thead > tr > td,
.table > tbody > tr > td,
.table > tfoot > tr > td {
  padding: 8px;
  line-height: 1.42857143;
  vertical-align: top;
  border-top: 1px solid #ddd;
}
.table > thead > tr > th {
  vertical-align: bottom;
  border-bottom: 2px solid #ddd;
}
.table > caption + thead > tr:first-child > th,
.table > colgroup + thead > tr:first-child > th,
.table > thead:first-child > tr:first-child > th,
.table > caption + thead > tr:first-child > td,
.table > colgroup + thead > tr:first-child > td,
.table > thead:first-child > tr:first-child > td {
  border-top: 0;
}
.table > tbody + tbody {
  border-top: 2px solid #ddd;
}
.table .table {
  background-color: #fff;
}
.table-condensed > thead > tr > th,
.table-condensed > tbody > tr > th,
.table-condensed > tfoot > tr > th,
.table-condensed > thead > tr > td,
.table-condensed > tbody > tr > td,
.table-condensed > tfoot > tr > td {
  padding: 5px;
}
.table-bordered {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > tbody > tr > th,
.table-bordered > tfoot > tr > th,
.table-bordered > thead > tr > td,
.table-bordered > tbody > tr > td,
.table-bordered > tfoot > tr > td {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > thead > tr > td {
  border-bottom-width: 2px;
}
.table-striped > tbody > tr:nth-of-type(odd) {
  background-color: #f9f9f9;
}
.table-hover > tbody > tr:hover {
  background-color: #f5f5f5;
}
table col[class*="col-"] {
  position: static;
  float: none;
  display: table-column;
}
table td[class*="col-"],
table th[class*="col-"] {
  position: static;
  float: none;
  display: table-cell;
}
.table > thead > tr > td.active,
.table > tbody > tr > td.active,
.table > tfoot > tr > td.active,
.table > thead > tr > th.active,
.table > tbody > tr > th.active,
.table > tfoot > tr > th.active,
.table > thead > tr.active > td,
.table > tbody > tr.active > td,
.table > tfoot > tr.active > td,
.table > thead > tr.active > th,
.table > tbody > tr.active > th,
.table > tfoot > tr.active > th {
  background-color: #f5f5f5;
}
.table-hover > tbody > tr > td.active:hover,
.table-hover > tbody > tr > th.active:hover,
.table-hover > tbody > tr.active:hover > td,
.table-hover > tbody > tr:hover > .active,
.table-hover > tbody > tr.active:hover > th {
  background-color: #e8e8e8;
}
.table > thead > tr > td.success,
.table > tbody > tr > td.success,
.table > tfoot > tr > td.success,
.table > thead > tr > th.success,
.table > tbody > tr > th.success,
.table > tfoot > tr > th.success,
.table > thead > tr.success > td,
.table > tbody > tr.success > td,
.table > tfoot > tr.success > td,
.table > thead > tr.success > th,
.table > tbody > tr.success > th,
.table > tfoot > tr.success > th {
  background-color: #dff0d8;
}
.table-hover > tbody > tr > td.success:hover,
.table-hover > tbody > tr > th.success:hover,
.table-hover > tbody > tr.success:hover > td,
.table-hover > tbody > tr:hover > .success,
.table-hover > tbody > tr.success:hover > th {
  background-color: #d0e9c6;
}
.table > thead > tr > td.info,
.table > tbody > tr > td.info,
.table > tfoot > tr > td.info,
.table > thead > tr > th.info,
.table > tbody > tr > th.info,
.table > tfoot > tr > th.info,
.table > thead > tr.info > td,
.table > tbody > tr.info > td,
.table > tfoot > tr.info > td,
.table > thead > tr.info > th,
.table > tbody > tr.info > th,
.table > tfoot > tr.info > th {
  background-color: #d9edf7;
}
.table-hover > tbody > tr > td.info:hover,
.table-hover > tbody > tr > th.info:hover,
.table-hover > tbody > tr.info:hover > td,
.table-hover > tbody > tr:hover > .info,
.table-hover > tbody > tr.info:hover > th {
  background-color: #c4e3f3;
}
.table > thead > tr > td.warning,
.table > tbody > tr > td.warning,
.table > tfoot > tr > td.warning,
.table > thead > tr > th.warning,
.table > tbody > tr > th.warning,
.table > tfoot > tr > th.warning,
.table > thead > tr.warning > td,
.table > tbody > tr.warning > td,
.table > tfoot > tr.warning > td,
.table > thead > tr.warning > th,
.table > tbody > tr.warning > th,
.table > tfoot > tr.warning > th {
  background-color: #fcf8e3;
}
.table-hover > tbody > tr > td.warning:hover,
.table-hover > tbody > tr > th.warning:hover,
.table-hover > tbody > tr.warning:hover > td,
.table-hover > tbody > tr:hover > .warning,
.table-hover > tbody > tr.warning:hover > th {
  background-color: #faf2cc;
}
.table > thead > tr > td.danger,
.table > tbody > tr > td.danger,
.table > tfoot > tr > td.danger,
.table > thead > tr > th.danger,
.table > tbody > tr > th.danger,
.table > tfoot > tr > th.danger,
.table > thead > tr.danger > td,
.table > tbody > tr.danger > td,
.table > tfoot > tr.danger > td,
.table > thead > tr.danger > th,
.table > tbody > tr.danger > th,
.table > tfoot > tr.danger > th {
  background-color: #f2dede;
}
.table-hover > tbody > tr > td.danger:hover,
.table-hover > tbody > tr > th.danger:hover,
.table-hover > tbody > tr.danger:hover > td,
.table-hover > tbody > tr:hover > .danger,
.table-hover > tbody > tr.danger:hover > th {
  background-color: #ebcccc;
}
.table-responsive {
  overflow-x: auto;
  min-height: 0.01%;
}
@media screen and (max-width: 767px) {
  .table-responsive {
    width: 100%;
    margin-bottom: 13.5px;
    overflow-y: hidden;
    -ms-overflow-style: -ms-autohiding-scrollbar;
    border: 1px solid #ddd;
  }
  .table-responsive > .table {
    margin-bottom: 0;
  }
  .table-responsive > .table > thead > tr > th,
  .table-responsive > .table > tbody > tr > th,
  .table-responsive > .table > tfoot > tr > th,
  .table-responsive > .table > thead > tr > td,
  .table-responsive > .table > tbody > tr > td,
  .table-responsive > .table > tfoot > tr > td {
    white-space: nowrap;
  }
  .table-responsive > .table-bordered {
    border: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:first-child,
  .table-responsive > .table-bordered > tbody > tr > th:first-child,
  .table-responsive > .table-bordered > tfoot > tr > th:first-child,
  .table-responsive > .table-bordered > thead > tr > td:first-child,
  .table-responsive > .table-bordered > tbody > tr > td:first-child,
  .table-responsive > .table-bordered > tfoot > tr > td:first-child {
    border-left: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:last-child,
  .table-responsive > .table-bordered > tbody > tr > th:last-child,
  .table-responsive > .table-bordered > tfoot > tr > th:last-child,
  .table-responsive > .table-bordered > thead > tr > td:last-child,
  .table-responsive > .table-bordered > tbody > tr > td:last-child,
  .table-responsive > .table-bordered > tfoot > tr > td:last-child {
    border-right: 0;
  }
  .table-responsive > .table-bordered > tbody > tr:last-child > th,
  .table-responsive > .table-bordered > tfoot > tr:last-child > th,
  .table-responsive > .table-bordered > tbody > tr:last-child > td,
  .table-responsive > .table-bordered > tfoot > tr:last-child > td {
    border-bottom: 0;
  }
}
fieldset {
  padding: 0;
  margin: 0;
  border: 0;
  min-width: 0;
}
legend {
  display: block;
  width: 100%;
  padding: 0;
  margin-bottom: 18px;
  font-size: 19.5px;
  line-height: inherit;
  color: #333333;
  border: 0;
  border-bottom: 1px solid #e5e5e5;
}
label {
  display: inline-block;
  max-width: 100%;
  margin-bottom: 5px;
  font-weight: bold;
}
input[type="search"] {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
input[type="radio"],
input[type="checkbox"] {
  margin: 4px 0 0;
  margin-top: 1px \9;
  line-height: normal;
}
input[type="file"] {
  display: block;
}
input[type="range"] {
  display: block;
  width: 100%;
}
select[multiple],
select[size] {
  height: auto;
}
input[type="file"]:focus,
input[type="radio"]:focus,
input[type="checkbox"]:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
output {
  display: block;
  padding-top: 7px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
}
.form-control {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
}
.form-control:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.form-control::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.form-control:-ms-input-placeholder {
  color: #999;
}
.form-control::-webkit-input-placeholder {
  color: #999;
}
.form-control::-ms-expand {
  border: 0;
  background-color: transparent;
}
.form-control[disabled],
.form-control[readonly],
fieldset[disabled] .form-control {
  background-color: #eeeeee;
  opacity: 1;
}
.form-control[disabled],
fieldset[disabled] .form-control {
  cursor: not-allowed;
}
textarea.form-control {
  height: auto;
}
input[type="search"] {
  -webkit-appearance: none;
}
@media screen and (-webkit-min-device-pixel-ratio: 0) {
  input[type="date"].form-control,
  input[type="time"].form-control,
  input[type="datetime-local"].form-control,
  input[type="month"].form-control {
    line-height: 32px;
  }
  input[type="date"].input-sm,
  input[type="time"].input-sm,
  input[type="datetime-local"].input-sm,
  input[type="month"].input-sm,
  .input-group-sm input[type="date"],
  .input-group-sm input[type="time"],
  .input-group-sm input[type="datetime-local"],
  .input-group-sm input[type="month"] {
    line-height: 30px;
  }
  input[type="date"].input-lg,
  input[type="time"].input-lg,
  input[type="datetime-local"].input-lg,
  input[type="month"].input-lg,
  .input-group-lg input[type="date"],
  .input-group-lg input[type="time"],
  .input-group-lg input[type="datetime-local"],
  .input-group-lg input[type="month"] {
    line-height: 45px;
  }
}
.form-group {
  margin-bottom: 15px;
}
.radio,
.checkbox {
  position: relative;
  display: block;
  margin-top: 10px;
  margin-bottom: 10px;
}
.radio label,
.checkbox label {
  min-height: 18px;
  padding-left: 20px;
  margin-bottom: 0;
  font-weight: normal;
  cursor: pointer;
}
.radio input[type="radio"],
.radio-inline input[type="radio"],
.checkbox input[type="checkbox"],
.checkbox-inline input[type="checkbox"] {
  position: absolute;
  margin-left: -20px;
  margin-top: 4px \9;
}
.radio + .radio,
.checkbox + .checkbox {
  margin-top: -5px;
}
.radio-inline,
.checkbox-inline {
  position: relative;
  display: inline-block;
  padding-left: 20px;
  margin-bottom: 0;
  vertical-align: middle;
  font-weight: normal;
  cursor: pointer;
}
.radio-inline + .radio-inline,
.checkbox-inline + .checkbox-inline {
  margin-top: 0;
  margin-left: 10px;
}
input[type="radio"][disabled],
input[type="checkbox"][disabled],
input[type="radio"].disabled,
input[type="checkbox"].disabled,
fieldset[disabled] input[type="radio"],
fieldset[disabled] input[type="checkbox"] {
  cursor: not-allowed;
}
.radio-inline.disabled,
.checkbox-inline.disabled,
fieldset[disabled] .radio-inline,
fieldset[disabled] .checkbox-inline {
  cursor: not-allowed;
}
.radio.disabled label,
.checkbox.disabled label,
fieldset[disabled] .radio label,
fieldset[disabled] .checkbox label {
  cursor: not-allowed;
}
.form-control-static {
  padding-top: 7px;
  padding-bottom: 7px;
  margin-bottom: 0;
  min-height: 31px;
}
.form-control-static.input-lg,
.form-control-static.input-sm {
  padding-left: 0;
  padding-right: 0;
}
.input-sm {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-sm {
  height: 30px;
  line-height: 30px;
}
textarea.input-sm,
select[multiple].input-sm {
  height: auto;
}
.form-group-sm .form-control {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.form-group-sm select.form-control {
  height: 30px;
  line-height: 30px;
}
.form-group-sm textarea.form-control,
.form-group-sm select[multiple].form-control {
  height: auto;
}
.form-group-sm .form-control-static {
  height: 30px;
  min-height: 30px;
  padding: 6px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.input-lg {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-lg {
  height: 45px;
  line-height: 45px;
}
textarea.input-lg,
select[multiple].input-lg {
  height: auto;
}
.form-group-lg .form-control {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.form-group-lg select.form-control {
  height: 45px;
  line-height: 45px;
}
.form-group-lg textarea.form-control,
.form-group-lg select[multiple].form-control {
  height: auto;
}
.form-group-lg .form-control-static {
  height: 45px;
  min-height: 35px;
  padding: 11px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.has-feedback {
  position: relative;
}
.has-feedback .form-control {
  padding-right: 40px;
}
.form-control-feedback {
  position: absolute;
  top: 0;
  right: 0;
  z-index: 2;
  display: block;
  width: 32px;
  height: 32px;
  line-height: 32px;
  text-align: center;
  pointer-events: none;
}
.input-lg + .form-control-feedback,
.input-group-lg + .form-control-feedback,
.form-group-lg .form-control + .form-control-feedback {
  width: 45px;
  height: 45px;
  line-height: 45px;
}
.input-sm + .form-control-feedback,
.input-group-sm + .form-control-feedback,
.form-group-sm .form-control + .form-control-feedback {
  width: 30px;
  height: 30px;
  line-height: 30px;
}
.has-success .help-block,
.has-success .control-label,
.has-success .radio,
.has-success .checkbox,
.has-success .radio-inline,
.has-success .checkbox-inline,
.has-success.radio label,
.has-success.checkbox label,
.has-success.radio-inline label,
.has-success.checkbox-inline label {
  color: #3c763d;
}
.has-success .form-control {
  border-color: #3c763d;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-success .form-control:focus {
  border-color: #2b542c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
}
.has-success .input-group-addon {
  color: #3c763d;
  border-color: #3c763d;
  background-color: #dff0d8;
}
.has-success .form-control-feedback {
  color: #3c763d;
}
.has-warning .help-block,
.has-warning .control-label,
.has-warning .radio,
.has-warning .checkbox,
.has-warning .radio-inline,
.has-warning .checkbox-inline,
.has-warning.radio label,
.has-warning.checkbox label,
.has-warning.radio-inline label,
.has-warning.checkbox-inline label {
  color: #8a6d3b;
}
.has-warning .form-control {
  border-color: #8a6d3b;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-warning .form-control:focus {
  border-color: #66512c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
}
.has-warning .input-group-addon {
  color: #8a6d3b;
  border-color: #8a6d3b;
  background-color: #fcf8e3;
}
.has-warning .form-control-feedback {
  color: #8a6d3b;
}
.has-error .help-block,
.has-error .control-label,
.has-error .radio,
.has-error .checkbox,
.has-error .radio-inline,
.has-error .checkbox-inline,
.has-error.radio label,
.has-error.checkbox label,
.has-error.radio-inline label,
.has-error.checkbox-inline label {
  color: #a94442;
}
.has-error .form-control {
  border-color: #a94442;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-error .form-control:focus {
  border-color: #843534;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
}
.has-error .input-group-addon {
  color: #a94442;
  border-color: #a94442;
  background-color: #f2dede;
}
.has-error .form-control-feedback {
  color: #a94442;
}
.has-feedback label ~ .form-control-feedback {
  top: 23px;
}
.has-feedback label.sr-only ~ .form-control-feedback {
  top: 0;
}
.help-block {
  display: block;
  margin-top: 5px;
  margin-bottom: 10px;
  color: #404040;
}
@media (min-width: 768px) {
  .form-inline .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .form-inline .form-control-static {
    display: inline-block;
  }
  .form-inline .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .form-inline .input-group .input-group-addon,
  .form-inline .input-group .input-group-btn,
  .form-inline .input-group .form-control {
    width: auto;
  }
  .form-inline .input-group > .form-control {
    width: 100%;
  }
  .form-inline .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio,
  .form-inline .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio label,
  .form-inline .checkbox label {
    padding-left: 0;
  }
  .form-inline .radio input[type="radio"],
  .form-inline .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .form-inline .has-feedback .form-control-feedback {
    top: 0;
  }
}
.form-horizontal .radio,
.form-horizontal .checkbox,
.form-horizontal .radio-inline,
.form-horizontal .checkbox-inline {
  margin-top: 0;
  margin-bottom: 0;
  padding-top: 7px;
}
.form-horizontal .radio,
.form-horizontal .checkbox {
  min-height: 25px;
}
.form-horizontal .form-group {
  margin-left: 0px;
  margin-right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .control-label {
    text-align: right;
    margin-bottom: 0;
    padding-top: 7px;
  }
}
.form-horizontal .has-feedback .form-control-feedback {
  right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .form-group-lg .control-label {
    padding-top: 11px;
    font-size: 17px;
  }
}
@media (min-width: 768px) {
  .form-horizontal .form-group-sm .control-label {
    padding-top: 6px;
    font-size: 12px;
  }
}
.btn {
  display: inline-block;
  margin-bottom: 0;
  font-weight: normal;
  text-align: center;
  vertical-align: middle;
  touch-action: manipulation;
  cursor: pointer;
  background-image: none;
  border: 1px solid transparent;
  white-space: nowrap;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  border-radius: 2px;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}
.btn:focus,
.btn:active:focus,
.btn.active:focus,
.btn.focus,
.btn:active.focus,
.btn.active.focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
.btn:hover,
.btn:focus,
.btn.focus {
  color: #333;
  text-decoration: none;
}
.btn:active,
.btn.active {
  outline: 0;
  background-image: none;
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn.disabled,
.btn[disabled],
fieldset[disabled] .btn {
  cursor: not-allowed;
  opacity: 0.65;
  filter: alpha(opacity=65);
  -webkit-box-shadow: none;
  box-shadow: none;
}
a.btn.disabled,
fieldset[disabled] a.btn {
  pointer-events: none;
}
.btn-default {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.btn-default:focus,
.btn-default.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.btn-default:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active:hover,
.btn-default.active:hover,
.open > .dropdown-toggle.btn-default:hover,
.btn-default:active:focus,
.btn-default.active:focus,
.open > .dropdown-toggle.btn-default:focus,
.btn-default:active.focus,
.btn-default.active.focus,
.open > .dropdown-toggle.btn-default.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  background-image: none;
}
.btn-default.disabled:hover,
.btn-default[disabled]:hover,
fieldset[disabled] .btn-default:hover,
.btn-default.disabled:focus,
.btn-default[disabled]:focus,
fieldset[disabled] .btn-default:focus,
.btn-default.disabled.focus,
.btn-default[disabled].focus,
fieldset[disabled] .btn-default.focus {
  background-color: #fff;
  border-color: #ccc;
}
.btn-default .badge {
  color: #fff;
  background-color: #333;
}
.btn-primary {
  color: #fff;
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary:focus,
.btn-primary.focus {
  color: #fff;
  background-color: #286090;
  border-color: #122b40;
}
.btn-primary:hover {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active:hover,
.btn-primary.active:hover,
.open > .dropdown-toggle.btn-primary:hover,
.btn-primary:active:focus,
.btn-primary.active:focus,
.open > .dropdown-toggle.btn-primary:focus,
.btn-primary:active.focus,
.btn-primary.active.focus,
.open > .dropdown-toggle.btn-primary.focus {
  color: #fff;
  background-color: #204d74;
  border-color: #122b40;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  background-image: none;
}
.btn-primary.disabled:hover,
.btn-primary[disabled]:hover,
fieldset[disabled] .btn-primary:hover,
.btn-primary.disabled:focus,
.btn-primary[disabled]:focus,
fieldset[disabled] .btn-primary:focus,
.btn-primary.disabled.focus,
.btn-primary[disabled].focus,
fieldset[disabled] .btn-primary.focus {
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary .badge {
  color: #337ab7;
  background-color: #fff;
}
.btn-success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success:focus,
.btn-success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.btn-success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active:hover,
.btn-success.active:hover,
.open > .dropdown-toggle.btn-success:hover,
.btn-success:active:focus,
.btn-success.active:focus,
.open > .dropdown-toggle.btn-success:focus,
.btn-success:active.focus,
.btn-success.active.focus,
.open > .dropdown-toggle.btn-success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  background-image: none;
}
.btn-success.disabled:hover,
.btn-success[disabled]:hover,
fieldset[disabled] .btn-success:hover,
.btn-success.disabled:focus,
.btn-success[disabled]:focus,
fieldset[disabled] .btn-success:focus,
.btn-success.disabled.focus,
.btn-success[disabled].focus,
fieldset[disabled] .btn-success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.btn-info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info:focus,
.btn-info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.btn-info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active:hover,
.btn-info.active:hover,
.open > .dropdown-toggle.btn-info:hover,
.btn-info:active:focus,
.btn-info.active:focus,
.open > .dropdown-toggle.btn-info:focus,
.btn-info:active.focus,
.btn-info.active.focus,
.open > .dropdown-toggle.btn-info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  background-image: none;
}
.btn-info.disabled:hover,
.btn-info[disabled]:hover,
fieldset[disabled] .btn-info:hover,
.btn-info.disabled:focus,
.btn-info[disabled]:focus,
fieldset[disabled] .btn-info:focus,
.btn-info.disabled.focus,
.btn-info[disabled].focus,
fieldset[disabled] .btn-info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.btn-warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning:focus,
.btn-warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.btn-warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active:hover,
.btn-warning.active:hover,
.open > .dropdown-toggle.btn-warning:hover,
.btn-warning:active:focus,
.btn-warning.active:focus,
.open > .dropdown-toggle.btn-warning:focus,
.btn-warning:active.focus,
.btn-warning.active.focus,
.open > .dropdown-toggle.btn-warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  background-image: none;
}
.btn-warning.disabled:hover,
.btn-warning[disabled]:hover,
fieldset[disabled] .btn-warning:hover,
.btn-warning.disabled:focus,
.btn-warning[disabled]:focus,
fieldset[disabled] .btn-warning:focus,
.btn-warning.disabled.focus,
.btn-warning[disabled].focus,
fieldset[disabled] .btn-warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.btn-danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger:focus,
.btn-danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.btn-danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active:hover,
.btn-danger.active:hover,
.open > .dropdown-toggle.btn-danger:hover,
.btn-danger:active:focus,
.btn-danger.active:focus,
.open > .dropdown-toggle.btn-danger:focus,
.btn-danger:active.focus,
.btn-danger.active.focus,
.open > .dropdown-toggle.btn-danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  background-image: none;
}
.btn-danger.disabled:hover,
.btn-danger[disabled]:hover,
fieldset[disabled] .btn-danger:hover,
.btn-danger.disabled:focus,
.btn-danger[disabled]:focus,
fieldset[disabled] .btn-danger:focus,
.btn-danger.disabled.focus,
.btn-danger[disabled].focus,
fieldset[disabled] .btn-danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger .badge {
  color: #d9534f;
  background-color: #fff;
}
.btn-link {
  color: #337ab7;
  font-weight: normal;
  border-radius: 0;
}
.btn-link,
.btn-link:active,
.btn-link.active,
.btn-link[disabled],
fieldset[disabled] .btn-link {
  background-color: transparent;
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn-link,
.btn-link:hover,
.btn-link:focus,
.btn-link:active {
  border-color: transparent;
}
.btn-link:hover,
.btn-link:focus {
  color: #23527c;
  text-decoration: underline;
  background-color: transparent;
}
.btn-link[disabled]:hover,
fieldset[disabled] .btn-link:hover,
.btn-link[disabled]:focus,
fieldset[disabled] .btn-link:focus {
  color: #777777;
  text-decoration: none;
}
.btn-lg,
.btn-group-lg > .btn {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.btn-sm,
.btn-group-sm > .btn {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-xs,
.btn-group-xs > .btn {
  padding: 1px 5px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-block {
  display: block;
  width: 100%;
}
.btn-block + .btn-block {
  margin-top: 5px;
}
input[type="submit"].btn-block,
input[type="reset"].btn-block,
input[type="button"].btn-block {
  width: 100%;
}
.fade {
  opacity: 0;
  -webkit-transition: opacity 0.15s linear;
  -o-transition: opacity 0.15s linear;
  transition: opacity 0.15s linear;
}
.fade.in {
  opacity: 1;
}
.collapse {
  display: none;
}
.collapse.in {
  display: block;
}
tr.collapse.in {
  display: table-row;
}
tbody.collapse.in {
  display: table-row-group;
}
.collapsing {
  position: relative;
  height: 0;
  overflow: hidden;
  -webkit-transition-property: height, visibility;
  transition-property: height, visibility;
  -webkit-transition-duration: 0.35s;
  transition-duration: 0.35s;
  -webkit-transition-timing-function: ease;
  transition-timing-function: ease;
}
.caret {
  display: inline-block;
  width: 0;
  height: 0;
  margin-left: 2px;
  vertical-align: middle;
  border-top: 4px dashed;
  border-top: 4px solid \9;
  border-right: 4px solid transparent;
  border-left: 4px solid transparent;
}
.dropup,
.dropdown {
  position: relative;
}
.dropdown-toggle:focus {
  outline: 0;
}
.dropdown-menu {
  position: absolute;
  top: 100%;
  left: 0;
  z-index: 1000;
  display: none;
  float: left;
  min-width: 160px;
  padding: 5px 0;
  margin: 2px 0 0;
  list-style: none;
  font-size: 13px;
  text-align: left;
  background-color: #fff;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.15);
  border-radius: 2px;
  -webkit-box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  background-clip: padding-box;
}
.dropdown-menu.pull-right {
  right: 0;
  left: auto;
}
.dropdown-menu .divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.dropdown-menu > li > a {
  display: block;
  padding: 3px 20px;
  clear: both;
  font-weight: normal;
  line-height: 1.42857143;
  color: #333333;
  white-space: nowrap;
}
.dropdown-menu > li > a:hover,
.dropdown-menu > li > a:focus {
  text-decoration: none;
  color: #262626;
  background-color: #f5f5f5;
}
.dropdown-menu > .active > a,
.dropdown-menu > .active > a:hover,
.dropdown-menu > .active > a:focus {
  color: #fff;
  text-decoration: none;
  outline: 0;
  background-color: #337ab7;
}
.dropdown-menu > .disabled > a,
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  color: #777777;
}
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  text-decoration: none;
  background-color: transparent;
  background-image: none;
  filter: progid:DXImageTransform.Microsoft.gradient(enabled = false);
  cursor: not-allowed;
}
.open > .dropdown-menu {
  display: block;
}
.open > a {
  outline: 0;
}
.dropdown-menu-right {
  left: auto;
  right: 0;
}
.dropdown-menu-left {
  left: 0;
  right: auto;
}
.dropdown-header {
  display: block;
  padding: 3px 20px;
  font-size: 12px;
  line-height: 1.42857143;
  color: #777777;
  white-space: nowrap;
}
.dropdown-backdrop {
  position: fixed;
  left: 0;
  right: 0;
  bottom: 0;
  top: 0;
  z-index: 990;
}
.pull-right > .dropdown-menu {
  right: 0;
  left: auto;
}
.dropup .caret,
.navbar-fixed-bottom .dropdown .caret {
  border-top: 0;
  border-bottom: 4px dashed;
  border-bottom: 4px solid \9;
  content: "";
}
.dropup .dropdown-menu,
.navbar-fixed-bottom .dropdown .dropdown-menu {
  top: auto;
  bottom: 100%;
  margin-bottom: 2px;
}
@media (min-width: 541px) {
  .navbar-right .dropdown-menu {
    left: auto;
    right: 0;
  }
  .navbar-right .dropdown-menu-left {
    left: 0;
    right: auto;
  }
}
.btn-group,
.btn-group-vertical {
  position: relative;
  display: inline-block;
  vertical-align: middle;
}
.btn-group > .btn,
.btn-group-vertical > .btn {
  position: relative;
  float: left;
}
.btn-group > .btn:hover,
.btn-group-vertical > .btn:hover,
.btn-group > .btn:focus,
.btn-group-vertical > .btn:focus,
.btn-group > .btn:active,
.btn-group-vertical > .btn:active,
.btn-group > .btn.active,
.btn-group-vertical > .btn.active {
  z-index: 2;
}
.btn-group .btn + .btn,
.btn-group .btn + .btn-group,
.btn-group .btn-group + .btn,
.btn-group .btn-group + .btn-group {
  margin-left: -1px;
}
.btn-toolbar {
  margin-left: -5px;
}
.btn-toolbar .btn,
.btn-toolbar .btn-group,
.btn-toolbar .input-group {
  float: left;
}
.btn-toolbar > .btn,
.btn-toolbar > .btn-group,
.btn-toolbar > .input-group {
  margin-left: 5px;
}
.btn-group > .btn:not(:first-child):not(:last-child):not(.dropdown-toggle) {
  border-radius: 0;
}
.btn-group > .btn:first-child {
  margin-left: 0;
}
.btn-group > .btn:first-child:not(:last-child):not(.dropdown-toggle) {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn:last-child:not(:first-child),
.btn-group > .dropdown-toggle:not(:first-child) {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group > .btn-group {
  float: left;
}
.btn-group > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group .dropdown-toggle:active,
.btn-group.open .dropdown-toggle {
  outline: 0;
}
.btn-group > .btn + .dropdown-toggle {
  padding-left: 8px;
  padding-right: 8px;
}
.btn-group > .btn-lg + .dropdown-toggle {
  padding-left: 12px;
  padding-right: 12px;
}
.btn-group.open .dropdown-toggle {
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn-group.open .dropdown-toggle.btn-link {
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn .caret {
  margin-left: 0;
}
.btn-lg .caret {
  border-width: 5px 5px 0;
  border-bottom-width: 0;
}
.dropup .btn-lg .caret {
  border-width: 0 5px 5px;
}
.btn-group-vertical > .btn,
.btn-group-vertical > .btn-group,
.btn-group-vertical > .btn-group > .btn {
  display: block;
  float: none;
  width: 100%;
  max-width: 100%;
}
.btn-group-vertical > .btn-group > .btn {
  float: none;
}
.btn-group-vertical > .btn + .btn,
.btn-group-vertical > .btn + .btn-group,
.btn-group-vertical > .btn-group + .btn,
.btn-group-vertical > .btn-group + .btn-group {
  margin-top: -1px;
  margin-left: 0;
}
.btn-group-vertical > .btn:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.btn-group-vertical > .btn:first-child:not(:last-child) {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn:last-child:not(:first-child) {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
.btn-group-vertical > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.btn-group-justified {
  display: table;
  width: 100%;
  table-layout: fixed;
  border-collapse: separate;
}
.btn-group-justified > .btn,
.btn-group-justified > .btn-group {
  float: none;
  display: table-cell;
  width: 1%;
}
.btn-group-justified > .btn-group .btn {
  width: 100%;
}
.btn-group-justified > .btn-group .dropdown-menu {
  left: auto;
}
[data-toggle="buttons"] > .btn input[type="radio"],
[data-toggle="buttons"] > .btn-group > .btn input[type="radio"],
[data-toggle="buttons"] > .btn input[type="checkbox"],
[data-toggle="buttons"] > .btn-group > .btn input[type="checkbox"] {
  position: absolute;
  clip: rect(0, 0, 0, 0);
  pointer-events: none;
}
.input-group {
  position: relative;
  display: table;
  border-collapse: separate;
}
.input-group[class*="col-"] {
  float: none;
  padding-left: 0;
  padding-right: 0;
}
.input-group .form-control {
  position: relative;
  z-index: 2;
  float: left;
  width: 100%;
  margin-bottom: 0;
}
.input-group .form-control:focus {
  z-index: 3;
}
.input-group-lg > .form-control,
.input-group-lg > .input-group-addon,
.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-group-lg > .form-control,
select.input-group-lg > .input-group-addon,
select.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  line-height: 45px;
}
textarea.input-group-lg > .form-control,
textarea.input-group-lg > .input-group-addon,
textarea.input-group-lg > .input-group-btn > .btn,
select[multiple].input-group-lg > .form-control,
select[multiple].input-group-lg > .input-group-addon,
select[multiple].input-group-lg > .input-group-btn > .btn {
  height: auto;
}
.input-group-sm > .form-control,
.input-group-sm > .input-group-addon,
.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-group-sm > .form-control,
select.input-group-sm > .input-group-addon,
select.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  line-height: 30px;
}
textarea.input-group-sm > .form-control,
textarea.input-group-sm > .input-group-addon,
textarea.input-group-sm > .input-group-btn > .btn,
select[multiple].input-group-sm > .form-control,
select[multiple].input-group-sm > .input-group-addon,
select[multiple].input-group-sm > .input-group-btn > .btn {
  height: auto;
}
.input-group-addon,
.input-group-btn,
.input-group .form-control {
  display: table-cell;
}
.input-group-addon:not(:first-child):not(:last-child),
.input-group-btn:not(:first-child):not(:last-child),
.input-group .form-control:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.input-group-addon,
.input-group-btn {
  width: 1%;
  white-space: nowrap;
  vertical-align: middle;
}
.input-group-addon {
  padding: 6px 12px;
  font-size: 13px;
  font-weight: normal;
  line-height: 1;
  color: #555555;
  text-align: center;
  background-color: #eeeeee;
  border: 1px solid #ccc;
  border-radius: 2px;
}
.input-group-addon.input-sm {
  padding: 5px 10px;
  font-size: 12px;
  border-radius: 1px;
}
.input-group-addon.input-lg {
  padding: 10px 16px;
  font-size: 17px;
  border-radius: 3px;
}
.input-group-addon input[type="radio"],
.input-group-addon input[type="checkbox"] {
  margin-top: 0;
}
.input-group .form-control:first-child,
.input-group-addon:first-child,
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group > .btn,
.input-group-btn:first-child > .dropdown-toggle,
.input-group-btn:last-child > .btn:not(:last-child):not(.dropdown-toggle),
.input-group-btn:last-child > .btn-group:not(:last-child) > .btn {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.input-group-addon:first-child {
  border-right: 0;
}
.input-group .form-control:last-child,
.input-group-addon:last-child,
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group > .btn,
.input-group-btn:last-child > .dropdown-toggle,
.input-group-btn:first-child > .btn:not(:first-child),
.input-group-btn:first-child > .btn-group:not(:first-child) > .btn {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.input-group-addon:last-child {
  border-left: 0;
}
.input-group-btn {
  position: relative;
  font-size: 0;
  white-space: nowrap;
}
.input-group-btn > .btn {
  position: relative;
}
.input-group-btn > .btn + .btn {
  margin-left: -1px;
}
.input-group-btn > .btn:hover,
.input-group-btn > .btn:focus,
.input-group-btn > .btn:active {
  z-index: 2;
}
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group {
  margin-right: -1px;
}
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group {
  z-index: 2;
  margin-left: -1px;
}
.nav {
  margin-bottom: 0;
  padding-left: 0;
  list-style: none;
}
.nav > li {
  position: relative;
  display: block;
}
.nav > li > a {
  position: relative;
  display: block;
  padding: 10px 15px;
}
.nav > li > a:hover,
.nav > li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.nav > li.disabled > a {
  color: #777777;
}
.nav > li.disabled > a:hover,
.nav > li.disabled > a:focus {
  color: #777777;
  text-decoration: none;
  background-color: transparent;
  cursor: not-allowed;
}
.nav .open > a,
.nav .open > a:hover,
.nav .open > a:focus {
  background-color: #eeeeee;
  border-color: #337ab7;
}
.nav .nav-divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.nav > li > a > img {
  max-width: none;
}
.nav-tabs {
  border-bottom: 1px solid #ddd;
}
.nav-tabs > li {
  float: left;
  margin-bottom: -1px;
}
.nav-tabs > li > a {
  margin-right: 2px;
  line-height: 1.42857143;
  border: 1px solid transparent;
  border-radius: 2px 2px 0 0;
}
.nav-tabs > li > a:hover {
  border-color: #eeeeee #eeeeee #ddd;
}
.nav-tabs > li.active > a,
.nav-tabs > li.active > a:hover,
.nav-tabs > li.active > a:focus {
  color: #555555;
  background-color: #fff;
  border: 1px solid #ddd;
  border-bottom-color: transparent;
  cursor: default;
}
.nav-tabs.nav-justified {
  width: 100%;
  border-bottom: 0;
}
.nav-tabs.nav-justified > li {
  float: none;
}
.nav-tabs.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-tabs.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-tabs.nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs.nav-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs.nav-justified > .active > a,
.nav-tabs.nav-justified > .active > a:hover,
.nav-tabs.nav-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs.nav-justified > .active > a,
  .nav-tabs.nav-justified > .active > a:hover,
  .nav-tabs.nav-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.nav-pills > li {
  float: left;
}
.nav-pills > li > a {
  border-radius: 2px;
}
.nav-pills > li + li {
  margin-left: 2px;
}
.nav-pills > li.active > a,
.nav-pills > li.active > a:hover,
.nav-pills > li.active > a:focus {
  color: #fff;
  background-color: #337ab7;
}
.nav-stacked > li {
  float: none;
}
.nav-stacked > li + li {
  margin-top: 2px;
  margin-left: 0;
}
.nav-justified {
  width: 100%;
}
.nav-justified > li {
  float: none;
}
.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs-justified {
  border-bottom: 0;
}
.nav-tabs-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs-justified > .active > a,
.nav-tabs-justified > .active > a:hover,
.nav-tabs-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs-justified > .active > a,
  .nav-tabs-justified > .active > a:hover,
  .nav-tabs-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.tab-content > .tab-pane {
  display: none;
}
.tab-content > .active {
  display: block;
}
.nav-tabs .dropdown-menu {
  margin-top: -1px;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar {
  position: relative;
  min-height: 30px;
  margin-bottom: 18px;
  border: 1px solid transparent;
}
@media (min-width: 541px) {
  .navbar {
    border-radius: 2px;
  }
}
@media (min-width: 541px) {
  .navbar-header {
    float: left;
  }
}
.navbar-collapse {
  overflow-x: visible;
  padding-right: 0px;
  padding-left: 0px;
  border-top: 1px solid transparent;
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1);
  -webkit-overflow-scrolling: touch;
}
.navbar-collapse.in {
  overflow-y: auto;
}
@media (min-width: 541px) {
  .navbar-collapse {
    width: auto;
    border-top: 0;
    box-shadow: none;
  }
  .navbar-collapse.collapse {
    display: block !important;
    height: auto !important;
    padding-bottom: 0;
    overflow: visible !important;
  }
  .navbar-collapse.in {
    overflow-y: visible;
  }
  .navbar-fixed-top .navbar-collapse,
  .navbar-static-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    padding-left: 0;
    padding-right: 0;
  }
}
.navbar-fixed-top .navbar-collapse,
.navbar-fixed-bottom .navbar-collapse {
  max-height: 340px;
}
@media (max-device-width: 540px) and (orientation: landscape) {
  .navbar-fixed-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    max-height: 200px;
  }
}
.container > .navbar-header,
.container-fluid > .navbar-header,
.container > .navbar-collapse,
.container-fluid > .navbar-collapse {
  margin-right: 0px;
  margin-left: 0px;
}
@media (min-width: 541px) {
  .container > .navbar-header,
  .container-fluid > .navbar-header,
  .container > .navbar-collapse,
  .container-fluid > .navbar-collapse {
    margin-right: 0;
    margin-left: 0;
  }
}
.navbar-static-top {
  z-index: 1000;
  border-width: 0 0 1px;
}
@media (min-width: 541px) {
  .navbar-static-top {
    border-radius: 0;
  }
}
.navbar-fixed-top,
.navbar-fixed-bottom {
  position: fixed;
  right: 0;
  left: 0;
  z-index: 1030;
}
@media (min-width: 541px) {
  .navbar-fixed-top,
  .navbar-fixed-bottom {
    border-radius: 0;
  }
}
.navbar-fixed-top {
  top: 0;
  border-width: 0 0 1px;
}
.navbar-fixed-bottom {
  bottom: 0;
  margin-bottom: 0;
  border-width: 1px 0 0;
}
.navbar-brand {
  float: left;
  padding: 6px 0px;
  font-size: 17px;
  line-height: 18px;
  height: 30px;
}
.navbar-brand:hover,
.navbar-brand:focus {
  text-decoration: none;
}
.navbar-brand > img {
  display: block;
}
@media (min-width: 541px) {
  .navbar > .container .navbar-brand,
  .navbar > .container-fluid .navbar-brand {
    margin-left: 0px;
  }
}
.navbar-toggle {
  position: relative;
  float: right;
  margin-right: 0px;
  padding: 9px 10px;
  margin-top: -2px;
  margin-bottom: -2px;
  background-color: transparent;
  background-image: none;
  border: 1px solid transparent;
  border-radius: 2px;
}
.navbar-toggle:focus {
  outline: 0;
}
.navbar-toggle .icon-bar {
  display: block;
  width: 22px;
  height: 2px;
  border-radius: 1px;
}
.navbar-toggle .icon-bar + .icon-bar {
  margin-top: 4px;
}
@media (min-width: 541px) {
  .navbar-toggle {
    display: none;
  }
}
.navbar-nav {
  margin: 3px 0px;
}
.navbar-nav > li > a {
  padding-top: 10px;
  padding-bottom: 10px;
  line-height: 18px;
}
@media (max-width: 540px) {
  .navbar-nav .open .dropdown-menu {
    position: static;
    float: none;
    width: auto;
    margin-top: 0;
    background-color: transparent;
    border: 0;
    box-shadow: none;
  }
  .navbar-nav .open .dropdown-menu > li > a,
  .navbar-nav .open .dropdown-menu .dropdown-header {
    padding: 5px 15px 5px 25px;
  }
  .navbar-nav .open .dropdown-menu > li > a {
    line-height: 18px;
  }
  .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-nav .open .dropdown-menu > li > a:focus {
    background-image: none;
  }
}
@media (min-width: 541px) {
  .navbar-nav {
    float: left;
    margin: 0;
  }
  .navbar-nav > li {
    float: left;
  }
  .navbar-nav > li > a {
    padding-top: 6px;
    padding-bottom: 6px;
  }
}
.navbar-form {
  margin-left: 0px;
  margin-right: 0px;
  padding: 10px 0px;
  border-top: 1px solid transparent;
  border-bottom: 1px solid transparent;
  -webkit-box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  margin-top: -1px;
  margin-bottom: -1px;
}
@media (min-width: 768px) {
  .navbar-form .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .navbar-form .form-control-static {
    display: inline-block;
  }
  .navbar-form .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .navbar-form .input-group .input-group-addon,
  .navbar-form .input-group .input-group-btn,
  .navbar-form .input-group .form-control {
    width: auto;
  }
  .navbar-form .input-group > .form-control {
    width: 100%;
  }
  .navbar-form .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio,
  .navbar-form .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio label,
  .navbar-form .checkbox label {
    padding-left: 0;
  }
  .navbar-form .radio input[type="radio"],
  .navbar-form .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .navbar-form .has-feedback .form-control-feedback {
    top: 0;
  }
}
@media (max-width: 540px) {
  .navbar-form .form-group {
    margin-bottom: 5px;
  }
  .navbar-form .form-group:last-child {
    margin-bottom: 0;
  }
}
@media (min-width: 541px) {
  .navbar-form {
    width: auto;
    border: 0;
    margin-left: 0;
    margin-right: 0;
    padding-top: 0;
    padding-bottom: 0;
    -webkit-box-shadow: none;
    box-shadow: none;
  }
}
.navbar-nav > li > .dropdown-menu {
  margin-top: 0;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar-fixed-bottom .navbar-nav > li > .dropdown-menu {
  margin-bottom: 0;
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.navbar-btn {
  margin-top: -1px;
  margin-bottom: -1px;
}
.navbar-btn.btn-sm {
  margin-top: 0px;
  margin-bottom: 0px;
}
.navbar-btn.btn-xs {
  margin-top: 4px;
  margin-bottom: 4px;
}
.navbar-text {
  margin-top: 6px;
  margin-bottom: 6px;
}
@media (min-width: 541px) {
  .navbar-text {
    float: left;
    margin-left: 0px;
    margin-right: 0px;
  }
}
@media (min-width: 541px) {
  .navbar-left {
    float: left !important;
    float: left;
  }
  .navbar-right {
    float: right !important;
    float: right;
    margin-right: 0px;
  }
  .navbar-right ~ .navbar-right {
    margin-right: 0;
  }
}
.navbar-default {
  background-color: #f8f8f8;
  border-color: #e7e7e7;
}
.navbar-default .navbar-brand {
  color: #777;
}
.navbar-default .navbar-brand:hover,
.navbar-default .navbar-brand:focus {
  color: #5e5e5e;
  background-color: transparent;
}
.navbar-default .navbar-text {
  color: #777;
}
.navbar-default .navbar-nav > li > a {
  color: #777;
}
.navbar-default .navbar-nav > li > a:hover,
.navbar-default .navbar-nav > li > a:focus {
  color: #333;
  background-color: transparent;
}
.navbar-default .navbar-nav > .active > a,
.navbar-default .navbar-nav > .active > a:hover,
.navbar-default .navbar-nav > .active > a:focus {
  color: #555;
  background-color: #e7e7e7;
}
.navbar-default .navbar-nav > .disabled > a,
.navbar-default .navbar-nav > .disabled > a:hover,
.navbar-default .navbar-nav > .disabled > a:focus {
  color: #ccc;
  background-color: transparent;
}
.navbar-default .navbar-toggle {
  border-color: #ddd;
}
.navbar-default .navbar-toggle:hover,
.navbar-default .navbar-toggle:focus {
  background-color: #ddd;
}
.navbar-default .navbar-toggle .icon-bar {
  background-color: #888;
}
.navbar-default .navbar-collapse,
.navbar-default .navbar-form {
  border-color: #e7e7e7;
}
.navbar-default .navbar-nav > .open > a,
.navbar-default .navbar-nav > .open > a:hover,
.navbar-default .navbar-nav > .open > a:focus {
  background-color: #e7e7e7;
  color: #555;
}
@media (max-width: 540px) {
  .navbar-default .navbar-nav .open .dropdown-menu > li > a {
    color: #777;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #333;
    background-color: transparent;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #555;
    background-color: #e7e7e7;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #ccc;
    background-color: transparent;
  }
}
.navbar-default .navbar-link {
  color: #777;
}
.navbar-default .navbar-link:hover {
  color: #333;
}
.navbar-default .btn-link {
  color: #777;
}
.navbar-default .btn-link:hover,
.navbar-default .btn-link:focus {
  color: #333;
}
.navbar-default .btn-link[disabled]:hover,
fieldset[disabled] .navbar-default .btn-link:hover,
.navbar-default .btn-link[disabled]:focus,
fieldset[disabled] .navbar-default .btn-link:focus {
  color: #ccc;
}
.navbar-inverse {
  background-color: #222;
  border-color: #080808;
}
.navbar-inverse .navbar-brand {
  color: #9d9d9d;
}
.navbar-inverse .navbar-brand:hover,
.navbar-inverse .navbar-brand:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-text {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a:hover,
.navbar-inverse .navbar-nav > li > a:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-nav > .active > a,
.navbar-inverse .navbar-nav > .active > a:hover,
.navbar-inverse .navbar-nav > .active > a:focus {
  color: #fff;
  background-color: #080808;
}
.navbar-inverse .navbar-nav > .disabled > a,
.navbar-inverse .navbar-nav > .disabled > a:hover,
.navbar-inverse .navbar-nav > .disabled > a:focus {
  color: #444;
  background-color: transparent;
}
.navbar-inverse .navbar-toggle {
  border-color: #333;
}
.navbar-inverse .navbar-toggle:hover,
.navbar-inverse .navbar-toggle:focus {
  background-color: #333;
}
.navbar-inverse .navbar-toggle .icon-bar {
  background-color: #fff;
}
.navbar-inverse .navbar-collapse,
.navbar-inverse .navbar-form {
  border-color: #101010;
}
.navbar-inverse .navbar-nav > .open > a,
.navbar-inverse .navbar-nav > .open > a:hover,
.navbar-inverse .navbar-nav > .open > a:focus {
  background-color: #080808;
  color: #fff;
}
@media (max-width: 540px) {
  .navbar-inverse .navbar-nav .open .dropdown-menu > .dropdown-header {
    border-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu .divider {
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a {
    color: #9d9d9d;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #fff;
    background-color: transparent;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #fff;
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #444;
    background-color: transparent;
  }
}
.navbar-inverse .navbar-link {
  color: #9d9d9d;
}
.navbar-inverse .navbar-link:hover {
  color: #fff;
}
.navbar-inverse .btn-link {
  color: #9d9d9d;
}
.navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link:focus {
  color: #fff;
}
.navbar-inverse .btn-link[disabled]:hover,
fieldset[disabled] .navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link[disabled]:focus,
fieldset[disabled] .navbar-inverse .btn-link:focus {
  color: #444;
}
.breadcrumb {
  padding: 8px 15px;
  margin-bottom: 18px;
  list-style: none;
  background-color: #f5f5f5;
  border-radius: 2px;
}
.breadcrumb > li {
  display: inline-block;
}
.breadcrumb > li + li:before {
  content: "/\00a0";
  padding: 0 5px;
  color: #5e5e5e;
}
.breadcrumb > .active {
  color: #777777;
}
.pagination {
  display: inline-block;
  padding-left: 0;
  margin: 18px 0;
  border-radius: 2px;
}
.pagination > li {
  display: inline;
}
.pagination > li > a,
.pagination > li > span {
  position: relative;
  float: left;
  padding: 6px 12px;
  line-height: 1.42857143;
  text-decoration: none;
  color: #337ab7;
  background-color: #fff;
  border: 1px solid #ddd;
  margin-left: -1px;
}
.pagination > li:first-child > a,
.pagination > li:first-child > span {
  margin-left: 0;
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
}
.pagination > li:last-child > a,
.pagination > li:last-child > span {
  border-bottom-right-radius: 2px;
  border-top-right-radius: 2px;
}
.pagination > li > a:hover,
.pagination > li > span:hover,
.pagination > li > a:focus,
.pagination > li > span:focus {
  z-index: 2;
  color: #23527c;
  background-color: #eeeeee;
  border-color: #ddd;
}
.pagination > .active > a,
.pagination > .active > span,
.pagination > .active > a:hover,
.pagination > .active > span:hover,
.pagination > .active > a:focus,
.pagination > .active > span:focus {
  z-index: 3;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
  cursor: default;
}
.pagination > .disabled > span,
.pagination > .disabled > span:hover,
.pagination > .disabled > span:focus,
.pagination > .disabled > a,
.pagination > .disabled > a:hover,
.pagination > .disabled > a:focus {
  color: #777777;
  background-color: #fff;
  border-color: #ddd;
  cursor: not-allowed;
}
.pagination-lg > li > a,
.pagination-lg > li > span {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.pagination-lg > li:first-child > a,
.pagination-lg > li:first-child > span {
  border-bottom-left-radius: 3px;
  border-top-left-radius: 3px;
}
.pagination-lg > li:last-child > a,
.pagination-lg > li:last-child > span {
  border-bottom-right-radius: 3px;
  border-top-right-radius: 3px;
}
.pagination-sm > li > a,
.pagination-sm > li > span {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.pagination-sm > li:first-child > a,
.pagination-sm > li:first-child > span {
  border-bottom-left-radius: 1px;
  border-top-left-radius: 1px;
}
.pagination-sm > li:last-child > a,
.pagination-sm > li:last-child > span {
  border-bottom-right-radius: 1px;
  border-top-right-radius: 1px;
}
.pager {
  padding-left: 0;
  margin: 18px 0;
  list-style: none;
  text-align: center;
}
.pager li {
  display: inline;
}
.pager li > a,
.pager li > span {
  display: inline-block;
  padding: 5px 14px;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 15px;
}
.pager li > a:hover,
.pager li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.pager .next > a,
.pager .next > span {
  float: right;
}
.pager .previous > a,
.pager .previous > span {
  float: left;
}
.pager .disabled > a,
.pager .disabled > a:hover,
.pager .disabled > a:focus,
.pager .disabled > span {
  color: #777777;
  background-color: #fff;
  cursor: not-allowed;
}
.label {
  display: inline;
  padding: .2em .6em .3em;
  font-size: 75%;
  font-weight: bold;
  line-height: 1;
  color: #fff;
  text-align: center;
  white-space: nowrap;
  vertical-align: baseline;
  border-radius: .25em;
}
a.label:hover,
a.label:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.label:empty {
  display: none;
}
.btn .label {
  position: relative;
  top: -1px;
}
.label-default {
  background-color: #777777;
}
.label-default[href]:hover,
.label-default[href]:focus {
  background-color: #5e5e5e;
}
.label-primary {
  background-color: #337ab7;
}
.label-primary[href]:hover,
.label-primary[href]:focus {
  background-color: #286090;
}
.label-success {
  background-color: #5cb85c;
}
.label-success[href]:hover,
.label-success[href]:focus {
  background-color: #449d44;
}
.label-info {
  background-color: #5bc0de;
}
.label-info[href]:hover,
.label-info[href]:focus {
  background-color: #31b0d5;
}
.label-warning {
  background-color: #f0ad4e;
}
.label-warning[href]:hover,
.label-warning[href]:focus {
  background-color: #ec971f;
}
.label-danger {
  background-color: #d9534f;
}
.label-danger[href]:hover,
.label-danger[href]:focus {
  background-color: #c9302c;
}
.badge {
  display: inline-block;
  min-width: 10px;
  padding: 3px 7px;
  font-size: 12px;
  font-weight: bold;
  color: #fff;
  line-height: 1;
  vertical-align: middle;
  white-space: nowrap;
  text-align: center;
  background-color: #777777;
  border-radius: 10px;
}
.badge:empty {
  display: none;
}
.btn .badge {
  position: relative;
  top: -1px;
}
.btn-xs .badge,
.btn-group-xs > .btn .badge {
  top: 0;
  padding: 1px 5px;
}
a.badge:hover,
a.badge:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.list-group-item.active > .badge,
.nav-pills > .active > a > .badge {
  color: #337ab7;
  background-color: #fff;
}
.list-group-item > .badge {
  float: right;
}
.list-group-item > .badge + .badge {
  margin-right: 5px;
}
.nav-pills > li > a > .badge {
  margin-left: 3px;
}
.jumbotron {
  padding-top: 30px;
  padding-bottom: 30px;
  margin-bottom: 30px;
  color: inherit;
  background-color: #eeeeee;
}
.jumbotron h1,
.jumbotron .h1 {
  color: inherit;
}
.jumbotron p {
  margin-bottom: 15px;
  font-size: 20px;
  font-weight: 200;
}
.jumbotron > hr {
  border-top-color: #d5d5d5;
}
.container .jumbotron,
.container-fluid .jumbotron {
  border-radius: 3px;
  padding-left: 0px;
  padding-right: 0px;
}
.jumbotron .container {
  max-width: 100%;
}
@media screen and (min-width: 768px) {
  .jumbotron {
    padding-top: 48px;
    padding-bottom: 48px;
  }
  .container .jumbotron,
  .container-fluid .jumbotron {
    padding-left: 60px;
    padding-right: 60px;
  }
  .jumbotron h1,
  .jumbotron .h1 {
    font-size: 59px;
  }
}
.thumbnail {
  display: block;
  padding: 4px;
  margin-bottom: 18px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: border 0.2s ease-in-out;
  -o-transition: border 0.2s ease-in-out;
  transition: border 0.2s ease-in-out;
}
.thumbnail > img,
.thumbnail a > img {
  margin-left: auto;
  margin-right: auto;
}
a.thumbnail:hover,
a.thumbnail:focus,
a.thumbnail.active {
  border-color: #337ab7;
}
.thumbnail .caption {
  padding: 9px;
  color: #000;
}
.alert {
  padding: 15px;
  margin-bottom: 18px;
  border: 1px solid transparent;
  border-radius: 2px;
}
.alert h4 {
  margin-top: 0;
  color: inherit;
}
.alert .alert-link {
  font-weight: bold;
}
.alert > p,
.alert > ul {
  margin-bottom: 0;
}
.alert > p + p {
  margin-top: 5px;
}
.alert-dismissable,
.alert-dismissible {
  padding-right: 35px;
}
.alert-dismissable .close,
.alert-dismissible .close {
  position: relative;
  top: -2px;
  right: -21px;
  color: inherit;
}
.alert-success {
  background-color: #dff0d8;
  border-color: #d6e9c6;
  color: #3c763d;
}
.alert-success hr {
  border-top-color: #c9e2b3;
}
.alert-success .alert-link {
  color: #2b542c;
}
.alert-info {
  background-color: #d9edf7;
  border-color: #bce8f1;
  color: #31708f;
}
.alert-info hr {
  border-top-color: #a6e1ec;
}
.alert-info .alert-link {
  color: #245269;
}
.alert-warning {
  background-color: #fcf8e3;
  border-color: #faebcc;
  color: #8a6d3b;
}
.alert-warning hr {
  border-top-color: #f7e1b5;
}
.alert-warning .alert-link {
  color: #66512c;
}
.alert-danger {
  background-color: #f2dede;
  border-color: #ebccd1;
  color: #a94442;
}
.alert-danger hr {
  border-top-color: #e4b9c0;
}
.alert-danger .alert-link {
  color: #843534;
}
@-webkit-keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
@keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
.progress {
  overflow: hidden;
  height: 18px;
  margin-bottom: 18px;
  background-color: #f5f5f5;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
  box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
}
.progress-bar {
  float: left;
  width: 0%;
  height: 100%;
  font-size: 12px;
  line-height: 18px;
  color: #fff;
  text-align: center;
  background-color: #337ab7;
  -webkit-box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  -webkit-transition: width 0.6s ease;
  -o-transition: width 0.6s ease;
  transition: width 0.6s ease;
}
.progress-striped .progress-bar,
.progress-bar-striped {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-size: 40px 40px;
}
.progress.active .progress-bar,
.progress-bar.active {
  -webkit-animation: progress-bar-stripes 2s linear infinite;
  -o-animation: progress-bar-stripes 2s linear infinite;
  animation: progress-bar-stripes 2s linear infinite;
}
.progress-bar-success {
  background-color: #5cb85c;
}
.progress-striped .progress-bar-success {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-info {
  background-color: #5bc0de;
}
.progress-striped .progress-bar-info {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-warning {
  background-color: #f0ad4e;
}
.progress-striped .progress-bar-warning {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-danger {
  background-color: #d9534f;
}
.progress-striped .progress-bar-danger {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.media {
  margin-top: 15px;
}
.media:first-child {
  margin-top: 0;
}
.media,
.media-body {
  zoom: 1;
  overflow: hidden;
}
.media-body {
  width: 10000px;
}
.media-object {
  display: block;
}
.media-object.img-thumbnail {
  max-width: none;
}
.media-right,
.media > .pull-right {
  padding-left: 10px;
}
.media-left,
.media > .pull-left {
  padding-right: 10px;
}
.media-left,
.media-right,
.media-body {
  display: table-cell;
  vertical-align: top;
}
.media-middle {
  vertical-align: middle;
}
.media-bottom {
  vertical-align: bottom;
}
.media-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.media-list {
  padding-left: 0;
  list-style: none;
}
.list-group {
  margin-bottom: 20px;
  padding-left: 0;
}
.list-group-item {
  position: relative;
  display: block;
  padding: 10px 15px;
  margin-bottom: -1px;
  background-color: #fff;
  border: 1px solid #ddd;
}
.list-group-item:first-child {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
}
.list-group-item:last-child {
  margin-bottom: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
a.list-group-item,
button.list-group-item {
  color: #555;
}
a.list-group-item .list-group-item-heading,
button.list-group-item .list-group-item-heading {
  color: #333;
}
a.list-group-item:hover,
button.list-group-item:hover,
a.list-group-item:focus,
button.list-group-item:focus {
  text-decoration: none;
  color: #555;
  background-color: #f5f5f5;
}
button.list-group-item {
  width: 100%;
  text-align: left;
}
.list-group-item.disabled,
.list-group-item.disabled:hover,
.list-group-item.disabled:focus {
  background-color: #eeeeee;
  color: #777777;
  cursor: not-allowed;
}
.list-group-item.disabled .list-group-item-heading,
.list-group-item.disabled:hover .list-group-item-heading,
.list-group-item.disabled:focus .list-group-item-heading {
  color: inherit;
}
.list-group-item.disabled .list-group-item-text,
.list-group-item.disabled:hover .list-group-item-text,
.list-group-item.disabled:focus .list-group-item-text {
  color: #777777;
}
.list-group-item.active,
.list-group-item.active:hover,
.list-group-item.active:focus {
  z-index: 2;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.list-group-item.active .list-group-item-heading,
.list-group-item.active:hover .list-group-item-heading,
.list-group-item.active:focus .list-group-item-heading,
.list-group-item.active .list-group-item-heading > small,
.list-group-item.active:hover .list-group-item-heading > small,
.list-group-item.active:focus .list-group-item-heading > small,
.list-group-item.active .list-group-item-heading > .small,
.list-group-item.active:hover .list-group-item-heading > .small,
.list-group-item.active:focus .list-group-item-heading > .small {
  color: inherit;
}
.list-group-item.active .list-group-item-text,
.list-group-item.active:hover .list-group-item-text,
.list-group-item.active:focus .list-group-item-text {
  color: #c7ddef;
}
.list-group-item-success {
  color: #3c763d;
  background-color: #dff0d8;
}
a.list-group-item-success,
button.list-group-item-success {
  color: #3c763d;
}
a.list-group-item-success .list-group-item-heading,
button.list-group-item-success .list-group-item-heading {
  color: inherit;
}
a.list-group-item-success:hover,
button.list-group-item-success:hover,
a.list-group-item-success:focus,
button.list-group-item-success:focus {
  color: #3c763d;
  background-color: #d0e9c6;
}
a.list-group-item-success.active,
button.list-group-item-success.active,
a.list-group-item-success.active:hover,
button.list-group-item-success.active:hover,
a.list-group-item-success.active:focus,
button.list-group-item-success.active:focus {
  color: #fff;
  background-color: #3c763d;
  border-color: #3c763d;
}
.list-group-item-info {
  color: #31708f;
  background-color: #d9edf7;
}
a.list-group-item-info,
button.list-group-item-info {
  color: #31708f;
}
a.list-group-item-info .list-group-item-heading,
button.list-group-item-info .list-group-item-heading {
  color: inherit;
}
a.list-group-item-info:hover,
button.list-group-item-info:hover,
a.list-group-item-info:focus,
button.list-group-item-info:focus {
  color: #31708f;
  background-color: #c4e3f3;
}
a.list-group-item-info.active,
button.list-group-item-info.active,
a.list-group-item-info.active:hover,
button.list-group-item-info.active:hover,
a.list-group-item-info.active:focus,
button.list-group-item-info.active:focus {
  color: #fff;
  background-color: #31708f;
  border-color: #31708f;
}
.list-group-item-warning {
  color: #8a6d3b;
  background-color: #fcf8e3;
}
a.list-group-item-warning,
button.list-group-item-warning {
  color: #8a6d3b;
}
a.list-group-item-warning .list-group-item-heading,
button.list-group-item-warning .list-group-item-heading {
  color: inherit;
}
a.list-group-item-warning:hover,
button.list-group-item-warning:hover,
a.list-group-item-warning:focus,
button.list-group-item-warning:focus {
  color: #8a6d3b;
  background-color: #faf2cc;
}
a.list-group-item-warning.active,
button.list-group-item-warning.active,
a.list-group-item-warning.active:hover,
button.list-group-item-warning.active:hover,
a.list-group-item-warning.active:focus,
button.list-group-item-warning.active:focus {
  color: #fff;
  background-color: #8a6d3b;
  border-color: #8a6d3b;
}
.list-group-item-danger {
  color: #a94442;
  background-color: #f2dede;
}
a.list-group-item-danger,
button.list-group-item-danger {
  color: #a94442;
}
a.list-group-item-danger .list-group-item-heading,
button.list-group-item-danger .list-group-item-heading {
  color: inherit;
}
a.list-group-item-danger:hover,
button.list-group-item-danger:hover,
a.list-group-item-danger:focus,
button.list-group-item-danger:focus {
  color: #a94442;
  background-color: #ebcccc;
}
a.list-group-item-danger.active,
button.list-group-item-danger.active,
a.list-group-item-danger.active:hover,
button.list-group-item-danger.active:hover,
a.list-group-item-danger.active:focus,
button.list-group-item-danger.active:focus {
  color: #fff;
  background-color: #a94442;
  border-color: #a94442;
}
.list-group-item-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.list-group-item-text {
  margin-bottom: 0;
  line-height: 1.3;
}
.panel {
  margin-bottom: 18px;
  background-color: #fff;
  border: 1px solid transparent;
  border-radius: 2px;
  -webkit-box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
}
.panel-body {
  padding: 15px;
}
.panel-heading {
  padding: 10px 15px;
  border-bottom: 1px solid transparent;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel-heading > .dropdown .dropdown-toggle {
  color: inherit;
}
.panel-title {
  margin-top: 0;
  margin-bottom: 0;
  font-size: 15px;
  color: inherit;
}
.panel-title > a,
.panel-title > small,
.panel-title > .small,
.panel-title > small > a,
.panel-title > .small > a {
  color: inherit;
}
.panel-footer {
  padding: 10px 15px;
  background-color: #f5f5f5;
  border-top: 1px solid #ddd;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .list-group,
.panel > .panel-collapse > .list-group {
  margin-bottom: 0;
}
.panel > .list-group .list-group-item,
.panel > .panel-collapse > .list-group .list-group-item {
  border-width: 1px 0;
  border-radius: 0;
}
.panel > .list-group:first-child .list-group-item:first-child,
.panel > .panel-collapse > .list-group:first-child .list-group-item:first-child {
  border-top: 0;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .list-group:last-child .list-group-item:last-child,
.panel > .panel-collapse > .list-group:last-child .list-group-item:last-child {
  border-bottom: 0;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .panel-heading + .panel-collapse > .list-group .list-group-item:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.panel-heading + .list-group .list-group-item:first-child {
  border-top-width: 0;
}
.list-group + .panel-footer {
  border-top-width: 0;
}
.panel > .table,
.panel > .table-responsive > .table,
.panel > .panel-collapse > .table {
  margin-bottom: 0;
}
.panel > .table caption,
.panel > .table-responsive > .table caption,
.panel > .panel-collapse > .table caption {
  padding-left: 15px;
  padding-right: 15px;
}
.panel > .table:first-child,
.panel > .table-responsive:first-child > .table:first-child {
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child {
  border-top-left-radius: 1px;
  border-top-right-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:first-child {
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:last-child {
  border-top-right-radius: 1px;
}
.panel > .table:last-child,
.panel > .table-responsive:last-child > .table:last-child {
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child {
  border-bottom-left-radius: 1px;
  border-bottom-right-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:first-child {
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:last-child {
  border-bottom-right-radius: 1px;
}
.panel > .panel-body + .table,
.panel > .panel-body + .table-responsive,
.panel > .table + .panel-body,
.panel > .table-responsive + .panel-body {
  border-top: 1px solid #ddd;
}
.panel > .table > tbody:first-child > tr:first-child th,
.panel > .table > tbody:first-child > tr:first-child td {
  border-top: 0;
}
.panel > .table-bordered,
.panel > .table-responsive > .table-bordered {
  border: 0;
}
.panel > .table-bordered > thead > tr > th:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:first-child,
.panel > .table-bordered > tbody > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:first-child,
.panel > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-bordered > thead > tr > td:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:first-child,
.panel > .table-bordered > tbody > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:first-child,
.panel > .table-bordered > tfoot > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:first-child {
  border-left: 0;
}
.panel > .table-bordered > thead > tr > th:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:last-child,
.panel > .table-bordered > tbody > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:last-child,
.panel > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-bordered > thead > tr > td:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:last-child,
.panel > .table-bordered > tbody > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:last-child,
.panel > .table-bordered > tfoot > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:last-child {
  border-right: 0;
}
.panel > .table-bordered > thead > tr:first-child > td,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > td,
.panel > .table-bordered > tbody > tr:first-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > td,
.panel > .table-bordered > thead > tr:first-child > th,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > th,
.panel > .table-bordered > tbody > tr:first-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > th {
  border-bottom: 0;
}
.panel > .table-bordered > tbody > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > td,
.panel > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-bordered > tbody > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > th,
.panel > .table-bordered > tfoot > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > th {
  border-bottom: 0;
}
.panel > .table-responsive {
  border: 0;
  margin-bottom: 0;
}
.panel-group {
  margin-bottom: 18px;
}
.panel-group .panel {
  margin-bottom: 0;
  border-radius: 2px;
}
.panel-group .panel + .panel {
  margin-top: 5px;
}
.panel-group .panel-heading {
  border-bottom: 0;
}
.panel-group .panel-heading + .panel-collapse > .panel-body,
.panel-group .panel-heading + .panel-collapse > .list-group {
  border-top: 1px solid #ddd;
}
.panel-group .panel-footer {
  border-top: 0;
}
.panel-group .panel-footer + .panel-collapse .panel-body {
  border-bottom: 1px solid #ddd;
}
.panel-default {
  border-color: #ddd;
}
.panel-default > .panel-heading {
  color: #333333;
  background-color: #f5f5f5;
  border-color: #ddd;
}
.panel-default > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ddd;
}
.panel-default > .panel-heading .badge {
  color: #f5f5f5;
  background-color: #333333;
}
.panel-default > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ddd;
}
.panel-primary {
  border-color: #337ab7;
}
.panel-primary > .panel-heading {
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.panel-primary > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #337ab7;
}
.panel-primary > .panel-heading .badge {
  color: #337ab7;
  background-color: #fff;
}
.panel-primary > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #337ab7;
}
.panel-success {
  border-color: #d6e9c6;
}
.panel-success > .panel-heading {
  color: #3c763d;
  background-color: #dff0d8;
  border-color: #d6e9c6;
}
.panel-success > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #d6e9c6;
}
.panel-success > .panel-heading .badge {
  color: #dff0d8;
  background-color: #3c763d;
}
.panel-success > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #d6e9c6;
}
.panel-info {
  border-color: #bce8f1;
}
.panel-info > .panel-heading {
  color: #31708f;
  background-color: #d9edf7;
  border-color: #bce8f1;
}
.panel-info > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #bce8f1;
}
.panel-info > .panel-heading .badge {
  color: #d9edf7;
  background-color: #31708f;
}
.panel-info > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #bce8f1;
}
.panel-warning {
  border-color: #faebcc;
}
.panel-warning > .panel-heading {
  color: #8a6d3b;
  background-color: #fcf8e3;
  border-color: #faebcc;
}
.panel-warning > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #faebcc;
}
.panel-warning > .panel-heading .badge {
  color: #fcf8e3;
  background-color: #8a6d3b;
}
.panel-warning > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #faebcc;
}
.panel-danger {
  border-color: #ebccd1;
}
.panel-danger > .panel-heading {
  color: #a94442;
  background-color: #f2dede;
  border-color: #ebccd1;
}
.panel-danger > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ebccd1;
}
.panel-danger > .panel-heading .badge {
  color: #f2dede;
  background-color: #a94442;
}
.panel-danger > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ebccd1;
}
.embed-responsive {
  position: relative;
  display: block;
  height: 0;
  padding: 0;
  overflow: hidden;
}
.embed-responsive .embed-responsive-item,
.embed-responsive iframe,
.embed-responsive embed,
.embed-responsive object,
.embed-responsive video {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  height: 100%;
  width: 100%;
  border: 0;
}
.embed-responsive-16by9 {
  padding-bottom: 56.25%;
}
.embed-responsive-4by3 {
  padding-bottom: 75%;
}
.well {
  min-height: 20px;
  padding: 19px;
  margin-bottom: 20px;
  background-color: #f5f5f5;
  border: 1px solid #e3e3e3;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
}
.well blockquote {
  border-color: #ddd;
  border-color: rgba(0, 0, 0, 0.15);
}
.well-lg {
  padding: 24px;
  border-radius: 3px;
}
.well-sm {
  padding: 9px;
  border-radius: 1px;
}
.close {
  float: right;
  font-size: 19.5px;
  font-weight: bold;
  line-height: 1;
  color: #000;
  text-shadow: 0 1px 0 #fff;
  opacity: 0.2;
  filter: alpha(opacity=20);
}
.close:hover,
.close:focus {
  color: #000;
  text-decoration: none;
  cursor: pointer;
  opacity: 0.5;
  filter: alpha(opacity=50);
}
button.close {
  padding: 0;
  cursor: pointer;
  background: transparent;
  border: 0;
  -webkit-appearance: none;
}
.modal-open {
  overflow: hidden;
}
.modal {
  display: none;
  overflow: hidden;
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1050;
  -webkit-overflow-scrolling: touch;
  outline: 0;
}
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, -25%);
  -ms-transform: translate(0, -25%);
  -o-transform: translate(0, -25%);
  transform: translate(0, -25%);
  -webkit-transition: -webkit-transform 0.3s ease-out;
  -moz-transition: -moz-transform 0.3s ease-out;
  -o-transition: -o-transform 0.3s ease-out;
  transition: transform 0.3s ease-out;
}
.modal.in .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
.modal-open .modal {
  overflow-x: hidden;
  overflow-y: auto;
}
.modal-dialog {
  position: relative;
  width: auto;
  margin: 10px;
}
.modal-content {
  position: relative;
  background-color: #fff;
  border: 1px solid #999;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  background-clip: padding-box;
  outline: 0;
}
.modal-backdrop {
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1040;
  background-color: #000;
}
.modal-backdrop.fade {
  opacity: 0;
  filter: alpha(opacity=0);
}
.modal-backdrop.in {
  opacity: 0.5;
  filter: alpha(opacity=50);
}
.modal-header {
  padding: 15px;
  border-bottom: 1px solid #e5e5e5;
}
.modal-header .close {
  margin-top: -2px;
}
.modal-title {
  margin: 0;
  line-height: 1.42857143;
}
.modal-body {
  position: relative;
  padding: 15px;
}
.modal-footer {
  padding: 15px;
  text-align: right;
  border-top: 1px solid #e5e5e5;
}
.modal-footer .btn + .btn {
  margin-left: 5px;
  margin-bottom: 0;
}
.modal-footer .btn-group .btn + .btn {
  margin-left: -1px;
}
.modal-footer .btn-block + .btn-block {
  margin-left: 0;
}
.modal-scrollbar-measure {
  position: absolute;
  top: -9999px;
  width: 50px;
  height: 50px;
  overflow: scroll;
}
@media (min-width: 768px) {
  .modal-dialog {
    width: 600px;
    margin: 30px auto;
  }
  .modal-content {
    -webkit-box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
    box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
  }
  .modal-sm {
    width: 300px;
  }
}
@media (min-width: 992px) {
  .modal-lg {
    width: 900px;
  }
}
.tooltip {
  position: absolute;
  z-index: 1070;
  display: block;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 12px;
  opacity: 0;
  filter: alpha(opacity=0);
}
.tooltip.in {
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.tooltip.top {
  margin-top: -3px;
  padding: 5px 0;
}
.tooltip.right {
  margin-left: 3px;
  padding: 0 5px;
}
.tooltip.bottom {
  margin-top: 3px;
  padding: 5px 0;
}
.tooltip.left {
  margin-left: -3px;
  padding: 0 5px;
}
.tooltip-inner {
  max-width: 200px;
  padding: 3px 8px;
  color: #fff;
  text-align: center;
  background-color: #000;
  border-radius: 2px;
}
.tooltip-arrow {
  position: absolute;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.tooltip.top .tooltip-arrow {
  bottom: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-left .tooltip-arrow {
  bottom: 0;
  right: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-right .tooltip-arrow {
  bottom: 0;
  left: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.right .tooltip-arrow {
  top: 50%;
  left: 0;
  margin-top: -5px;
  border-width: 5px 5px 5px 0;
  border-right-color: #000;
}
.tooltip.left .tooltip-arrow {
  top: 50%;
  right: 0;
  margin-top: -5px;
  border-width: 5px 0 5px 5px;
  border-left-color: #000;
}
.tooltip.bottom .tooltip-arrow {
  top: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-left .tooltip-arrow {
  top: 0;
  right: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-right .tooltip-arrow {
  top: 0;
  left: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.popover {
  position: absolute;
  top: 0;
  left: 0;
  z-index: 1060;
  display: none;
  max-width: 276px;
  padding: 1px;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 13px;
  background-color: #fff;
  background-clip: padding-box;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
  box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
}
.popover.top {
  margin-top: -10px;
}
.popover.right {
  margin-left: 10px;
}
.popover.bottom {
  margin-top: 10px;
}
.popover.left {
  margin-left: -10px;
}
.popover-title {
  margin: 0;
  padding: 8px 14px;
  font-size: 13px;
  background-color: #f7f7f7;
  border-bottom: 1px solid #ebebeb;
  border-radius: 2px 2px 0 0;
}
.popover-content {
  padding: 9px 14px;
}
.popover > .arrow,
.popover > .arrow:after {
  position: absolute;
  display: block;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.popover > .arrow {
  border-width: 11px;
}
.popover > .arrow:after {
  border-width: 10px;
  content: "";
}
.popover.top > .arrow {
  left: 50%;
  margin-left: -11px;
  border-bottom-width: 0;
  border-top-color: #999999;
  border-top-color: rgba(0, 0, 0, 0.25);
  bottom: -11px;
}
.popover.top > .arrow:after {
  content: " ";
  bottom: 1px;
  margin-left: -10px;
  border-bottom-width: 0;
  border-top-color: #fff;
}
.popover.right > .arrow {
  top: 50%;
  left: -11px;
  margin-top: -11px;
  border-left-width: 0;
  border-right-color: #999999;
  border-right-color: rgba(0, 0, 0, 0.25);
}
.popover.right > .arrow:after {
  content: " ";
  left: 1px;
  bottom: -10px;
  border-left-width: 0;
  border-right-color: #fff;
}
.popover.bottom > .arrow {
  left: 50%;
  margin-left: -11px;
  border-top-width: 0;
  border-bottom-color: #999999;
  border-bottom-color: rgba(0, 0, 0, 0.25);
  top: -11px;
}
.popover.bottom > .arrow:after {
  content: " ";
  top: 1px;
  margin-left: -10px;
  border-top-width: 0;
  border-bottom-color: #fff;
}
.popover.left > .arrow {
  top: 50%;
  right: -11px;
  margin-top: -11px;
  border-right-width: 0;
  border-left-color: #999999;
  border-left-color: rgba(0, 0, 0, 0.25);
}
.popover.left > .arrow:after {
  content: " ";
  right: 1px;
  border-right-width: 0;
  border-left-color: #fff;
  bottom: -10px;
}
.carousel {
  position: relative;
}
.carousel-inner {
  position: relative;
  overflow: hidden;
  width: 100%;
}
.carousel-inner > .item {
  display: none;
  position: relative;
  -webkit-transition: 0.6s ease-in-out left;
  -o-transition: 0.6s ease-in-out left;
  transition: 0.6s ease-in-out left;
}
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  line-height: 1;
}
@media all and (transform-3d), (-webkit-transform-3d) {
  .carousel-inner > .item {
    -webkit-transition: -webkit-transform 0.6s ease-in-out;
    -moz-transition: -moz-transform 0.6s ease-in-out;
    -o-transition: -o-transform 0.6s ease-in-out;
    transition: transform 0.6s ease-in-out;
    -webkit-backface-visibility: hidden;
    -moz-backface-visibility: hidden;
    backface-visibility: hidden;
    -webkit-perspective: 1000px;
    -moz-perspective: 1000px;
    perspective: 1000px;
  }
  .carousel-inner > .item.next,
  .carousel-inner > .item.active.right {
    -webkit-transform: translate3d(100%, 0, 0);
    transform: translate3d(100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.prev,
  .carousel-inner > .item.active.left {
    -webkit-transform: translate3d(-100%, 0, 0);
    transform: translate3d(-100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.next.left,
  .carousel-inner > .item.prev.right,
  .carousel-inner > .item.active {
    -webkit-transform: translate3d(0, 0, 0);
    transform: translate3d(0, 0, 0);
    left: 0;
  }
}
.carousel-inner > .active,
.carousel-inner > .next,
.carousel-inner > .prev {
  display: block;
}
.carousel-inner > .active {
  left: 0;
}
.carousel-inner > .next,
.carousel-inner > .prev {
  position: absolute;
  top: 0;
  width: 100%;
}
.carousel-inner > .next {
  left: 100%;
}
.carousel-inner > .prev {
  left: -100%;
}
.carousel-inner > .next.left,
.carousel-inner > .prev.right {
  left: 0;
}
.carousel-inner > .active.left {
  left: -100%;
}
.carousel-inner > .active.right {
  left: 100%;
}
.carousel-control {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  width: 15%;
  opacity: 0.5;
  filter: alpha(opacity=50);
  font-size: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
  background-color: rgba(0, 0, 0, 0);
}
.carousel-control.left {
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#80000000', endColorstr='#00000000', GradientType=1);
}
.carousel-control.right {
  left: auto;
  right: 0;
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#00000000', endColorstr='#80000000', GradientType=1);
}
.carousel-control:hover,
.carousel-control:focus {
  outline: 0;
  color: #fff;
  text-decoration: none;
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.carousel-control .icon-prev,
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-left,
.carousel-control .glyphicon-chevron-right {
  position: absolute;
  top: 50%;
  margin-top: -10px;
  z-index: 5;
  display: inline-block;
}
.carousel-control .icon-prev,
.carousel-control .glyphicon-chevron-left {
  left: 50%;
  margin-left: -10px;
}
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-right {
  right: 50%;
  margin-right: -10px;
}
.carousel-control .icon-prev,
.carousel-control .icon-next {
  width: 20px;
  height: 20px;
  line-height: 1;
  font-family: serif;
}
.carousel-control .icon-prev:before {
  content: '\2039';
}
.carousel-control .icon-next:before {
  content: '\203a';
}
.carousel-indicators {
  position: absolute;
  bottom: 10px;
  left: 50%;
  z-index: 15;
  width: 60%;
  margin-left: -30%;
  padding-left: 0;
  list-style: none;
  text-align: center;
}
.carousel-indicators li {
  display: inline-block;
  width: 10px;
  height: 10px;
  margin: 1px;
  text-indent: -999px;
  border: 1px solid #fff;
  border-radius: 10px;
  cursor: pointer;
  background-color: #000 \9;
  background-color: rgba(0, 0, 0, 0);
}
.carousel-indicators .active {
  margin: 0;
  width: 12px;
  height: 12px;
  background-color: #fff;
}
.carousel-caption {
  position: absolute;
  left: 15%;
  right: 15%;
  bottom: 20px;
  z-index: 10;
  padding-top: 20px;
  padding-bottom: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
}
.carousel-caption .btn {
  text-shadow: none;
}
@media screen and (min-width: 768px) {
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-prev,
  .carousel-control .icon-next {
    width: 30px;
    height: 30px;
    margin-top: -10px;
    font-size: 30px;
  }
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .icon-prev {
    margin-left: -10px;
  }
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-next {
    margin-right: -10px;
  }
  .carousel-caption {
    left: 20%;
    right: 20%;
    padding-bottom: 30px;
  }
  .carousel-indicators {
    bottom: 20px;
  }
}
.clearfix:before,
.clearfix:after,
.dl-horizontal dd:before,
.dl-horizontal dd:after,
.container:before,
.container:after,
.container-fluid:before,
.container-fluid:after,
.row:before,
.row:after,
.form-horizontal .form-group:before,
.form-horizontal .form-group:after,
.btn-toolbar:before,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:before,
.btn-group-vertical > .btn-group:after,
.nav:before,
.nav:after,
.navbar:before,
.navbar:after,
.navbar-header:before,
.navbar-header:after,
.navbar-collapse:before,
.navbar-collapse:after,
.pager:before,
.pager:after,
.panel-body:before,
.panel-body:after,
.modal-header:before,
.modal-header:after,
.modal-footer:before,
.modal-footer:after,
.item_buttons:before,
.item_buttons:after {
  content: " ";
  display: table;
}
.clearfix:after,
.dl-horizontal dd:after,
.container:after,
.container-fluid:after,
.row:after,
.form-horizontal .form-group:after,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:after,
.nav:after,
.navbar:after,
.navbar-header:after,
.navbar-collapse:after,
.pager:after,
.panel-body:after,
.modal-header:after,
.modal-footer:after,
.item_buttons:after {
  clear: both;
}
.center-block {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.pull-right {
  float: right !important;
}
.pull-left {
  float: left !important;
}
.hide {
  display: none !important;
}
.show {
  display: block !important;
}
.invisible {
  visibility: hidden;
}
.text-hide {
  font: 0/0 a;
  color: transparent;
  text-shadow: none;
  background-color: transparent;
  border: 0;
}
.hidden {
  display: none !important;
}
.affix {
  position: fixed;
}
@-ms-viewport {
  width: device-width;
}
.visible-xs,
.visible-sm,
.visible-md,
.visible-lg {
  display: none !important;
}
.visible-xs-block,
.visible-xs-inline,
.visible-xs-inline-block,
.visible-sm-block,
.visible-sm-inline,
.visible-sm-inline-block,
.visible-md-block,
.visible-md-inline,
.visible-md-inline-block,
.visible-lg-block,
.visible-lg-inline,
.visible-lg-inline-block {
  display: none !important;
}
@media (max-width: 767px) {
  .visible-xs {
    display: block !important;
  }
  table.visible-xs {
    display: table !important;
  }
  tr.visible-xs {
    display: table-row !important;
  }
  th.visible-xs,
  td.visible-xs {
    display: table-cell !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-block {
    display: block !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline {
    display: inline !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm {
    display: block !important;
  }
  table.visible-sm {
    display: table !important;
  }
  tr.visible-sm {
    display: table-row !important;
  }
  th.visible-sm,
  td.visible-sm {
    display: table-cell !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-block {
    display: block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline {
    display: inline !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md {
    display: block !important;
  }
  table.visible-md {
    display: table !important;
  }
  tr.visible-md {
    display: table-row !important;
  }
  th.visible-md,
  td.visible-md {
    display: table-cell !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-block {
    display: block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline {
    display: inline !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg {
    display: block !important;
  }
  table.visible-lg {
    display: table !important;
  }
  tr.visible-lg {
    display: table-row !important;
  }
  th.visible-lg,
  td.visible-lg {
    display: table-cell !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-block {
    display: block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline {
    display: inline !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline-block {
    display: inline-block !important;
  }
}
@media (max-width: 767px) {
  .hidden-xs {
    display: none !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .hidden-sm {
    display: none !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .hidden-md {
    display: none !important;
  }
}
@media (min-width: 1200px) {
  .hidden-lg {
    display: none !important;
  }
}
.visible-print {
  display: none !important;
}
@media print {
  .visible-print {
    display: block !important;
  }
  table.visible-print {
    display: table !important;
  }
  tr.visible-print {
    display: table-row !important;
  }
  th.visible-print,
  td.visible-print {
    display: table-cell !important;
  }
}
.visible-print-block {
  display: none !important;
}
@media print {
  .visible-print-block {
    display: block !important;
  }
}
.visible-print-inline {
  display: none !important;
}
@media print {
  .visible-print-inline {
    display: inline !important;
  }
}
.visible-print-inline-block {
  display: none !important;
}
@media print {
  .visible-print-inline-block {
    display: inline-block !important;
  }
}
@media print {
  .hidden-print {
    display: none !important;
  }
}
/*!
*
* Font Awesome
*
*/
/*!
 *  Font Awesome 4.7.0 by @davegandy - http://fontawesome.io - @fontawesome
 *  License - http://fontawesome.io/license (Font: SIL OFL 1.1, CSS: MIT License)
 */
/* FONT PATH
 * -------------------------- */
@font-face {
  font-family: 'FontAwesome';
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?v=4.7.0');
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?#iefix&v=4.7.0') format('embedded-opentype'), url('../components/font-awesome/fonts/fontawesome-webfont.woff2?v=4.7.0') format('woff2'), url('../components/font-awesome/fonts/fontawesome-webfont.woff?v=4.7.0') format('woff'), url('../components/font-awesome/fonts/fontawesome-webfont.ttf?v=4.7.0') format('truetype'), url('../components/font-awesome/fonts/fontawesome-webfont.svg?v=4.7.0#fontawesomeregular') format('svg');
  font-weight: normal;
  font-style: normal;
}
.fa {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
}
/* makes the font 33% larger relative to the icon container */
.fa-lg {
  font-size: 1.33333333em;
  line-height: 0.75em;
  vertical-align: -15%;
}
.fa-2x {
  font-size: 2em;
}
.fa-3x {
  font-size: 3em;
}
.fa-4x {
  font-size: 4em;
}
.fa-5x {
  font-size: 5em;
}
.fa-fw {
  width: 1.28571429em;
  text-align: center;
}
.fa-ul {
  padding-left: 0;
  margin-left: 2.14285714em;
  list-style-type: none;
}
.fa-ul > li {
  position: relative;
}
.fa-li {
  position: absolute;
  left: -2.14285714em;
  width: 2.14285714em;
  top: 0.14285714em;
  text-align: center;
}
.fa-li.fa-lg {
  left: -1.85714286em;
}
.fa-border {
  padding: .2em .25em .15em;
  border: solid 0.08em #eee;
  border-radius: .1em;
}
.fa-pull-left {
  float: left;
}
.fa-pull-right {
  float: right;
}
.fa.fa-pull-left {
  margin-right: .3em;
}
.fa.fa-pull-right {
  margin-left: .3em;
}
/* Deprecated as of 4.4.0 */
.pull-right {
  float: right;
}
.pull-left {
  float: left;
}
.fa.pull-left {
  margin-right: .3em;
}
.fa.pull-right {
  margin-left: .3em;
}
.fa-spin {
  -webkit-animation: fa-spin 2s infinite linear;
  animation: fa-spin 2s infinite linear;
}
.fa-pulse {
  -webkit-animation: fa-spin 1s infinite steps(8);
  animation: fa-spin 1s infinite steps(8);
}
@-webkit-keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
@keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
.fa-rotate-90 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=1)";
  -webkit-transform: rotate(90deg);
  -ms-transform: rotate(90deg);
  transform: rotate(90deg);
}
.fa-rotate-180 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=2)";
  -webkit-transform: rotate(180deg);
  -ms-transform: rotate(180deg);
  transform: rotate(180deg);
}
.fa-rotate-270 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=3)";
  -webkit-transform: rotate(270deg);
  -ms-transform: rotate(270deg);
  transform: rotate(270deg);
}
.fa-flip-horizontal {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=0, mirror=1)";
  -webkit-transform: scale(-1, 1);
  -ms-transform: scale(-1, 1);
  transform: scale(-1, 1);
}
.fa-flip-vertical {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=2, mirror=1)";
  -webkit-transform: scale(1, -1);
  -ms-transform: scale(1, -1);
  transform: scale(1, -1);
}
:root .fa-rotate-90,
:root .fa-rotate-180,
:root .fa-rotate-270,
:root .fa-flip-horizontal,
:root .fa-flip-vertical {
  filter: none;
}
.fa-stack {
  position: relative;
  display: inline-block;
  width: 2em;
  height: 2em;
  line-height: 2em;
  vertical-align: middle;
}
.fa-stack-1x,
.fa-stack-2x {
  position: absolute;
  left: 0;
  width: 100%;
  text-align: center;
}
.fa-stack-1x {
  line-height: inherit;
}
.fa-stack-2x {
  font-size: 2em;
}
.fa-inverse {
  color: #fff;
}
/* Font Awesome uses the Unicode Private Use Area (PUA) to ensure screen
   readers do not read off random characters that represent icons */
.fa-glass:before {
  content: "\f000";
}
.fa-music:before {
  content: "\f001";
}
.fa-search:before {
  content: "\f002";
}
.fa-envelope-o:before {
  content: "\f003";
}
.fa-heart:before {
  content: "\f004";
}
.fa-star:before {
  content: "\f005";
}
.fa-star-o:before {
  content: "\f006";
}
.fa-user:before {
  content: "\f007";
}
.fa-film:before {
  content: "\f008";
}
.fa-th-large:before {
  content: "\f009";
}
.fa-th:before {
  content: "\f00a";
}
.fa-th-list:before {
  content: "\f00b";
}
.fa-check:before {
  content: "\f00c";
}
.fa-remove:before,
.fa-close:before,
.fa-times:before {
  content: "\f00d";
}
.fa-search-plus:before {
  content: "\f00e";
}
.fa-search-minus:before {
  content: "\f010";
}
.fa-power-off:before {
  content: "\f011";
}
.fa-signal:before {
  content: "\f012";
}
.fa-gear:before,
.fa-cog:before {
  content: "\f013";
}
.fa-trash-o:before {
  content: "\f014";
}
.fa-home:before {
  content: "\f015";
}
.fa-file-o:before {
  content: "\f016";
}
.fa-clock-o:before {
  content: "\f017";
}
.fa-road:before {
  content: "\f018";
}
.fa-download:before {
  content: "\f019";
}
.fa-arrow-circle-o-down:before {
  content: "\f01a";
}
.fa-arrow-circle-o-up:before {
  content: "\f01b";
}
.fa-inbox:before {
  content: "\f01c";
}
.fa-play-circle-o:before {
  content: "\f01d";
}
.fa-rotate-right:before,
.fa-repeat:before {
  content: "\f01e";
}
.fa-refresh:before {
  content: "\f021";
}
.fa-list-alt:before {
  content: "\f022";
}
.fa-lock:before {
  content: "\f023";
}
.fa-flag:before {
  content: "\f024";
}
.fa-headphones:before {
  content: "\f025";
}
.fa-volume-off:before {
  content: "\f026";
}
.fa-volume-down:before {
  content: "\f027";
}
.fa-volume-up:before {
  content: "\f028";
}
.fa-qrcode:before {
  content: "\f029";
}
.fa-barcode:before {
  content: "\f02a";
}
.fa-tag:before {
  content: "\f02b";
}
.fa-tags:before {
  content: "\f02c";
}
.fa-book:before {
  content: "\f02d";
}
.fa-bookmark:before {
  content: "\f02e";
}
.fa-print:before {
  content: "\f02f";
}
.fa-camera:before {
  content: "\f030";
}
.fa-font:before {
  content: "\f031";
}
.fa-bold:before {
  content: "\f032";
}
.fa-italic:before {
  content: "\f033";
}
.fa-text-height:before {
  content: "\f034";
}
.fa-text-width:before {
  content: "\f035";
}
.fa-align-left:before {
  content: "\f036";
}
.fa-align-center:before {
  content: "\f037";
}
.fa-align-right:before {
  content: "\f038";
}
.fa-align-justify:before {
  content: "\f039";
}
.fa-list:before {
  content: "\f03a";
}
.fa-dedent:before,
.fa-outdent:before {
  content: "\f03b";
}
.fa-indent:before {
  content: "\f03c";
}
.fa-video-camera:before {
  content: "\f03d";
}
.fa-photo:before,
.fa-image:before,
.fa-picture-o:before {
  content: "\f03e";
}
.fa-pencil:before {
  content: "\f040";
}
.fa-map-marker:before {
  content: "\f041";
}
.fa-adjust:before {
  content: "\f042";
}
.fa-tint:before {
  content: "\f043";
}
.fa-edit:before,
.fa-pencil-square-o:before {
  content: "\f044";
}
.fa-share-square-o:before {
  content: "\f045";
}
.fa-check-square-o:before {
  content: "\f046";
}
.fa-arrows:before {
  content: "\f047";
}
.fa-step-backward:before {
  content: "\f048";
}
.fa-fast-backward:before {
  content: "\f049";
}
.fa-backward:before {
  content: "\f04a";
}
.fa-play:before {
  content: "\f04b";
}
.fa-pause:before {
  content: "\f04c";
}
.fa-stop:before {
  content: "\f04d";
}
.fa-forward:before {
  content: "\f04e";
}
.fa-fast-forward:before {
  content: "\f050";
}
.fa-step-forward:before {
  content: "\f051";
}
.fa-eject:before {
  content: "\f052";
}
.fa-chevron-left:before {
  content: "\f053";
}
.fa-chevron-right:before {
  content: "\f054";
}
.fa-plus-circle:before {
  content: "\f055";
}
.fa-minus-circle:before {
  content: "\f056";
}
.fa-times-circle:before {
  content: "\f057";
}
.fa-check-circle:before {
  content: "\f058";
}
.fa-question-circle:before {
  content: "\f059";
}
.fa-info-circle:before {
  content: "\f05a";
}
.fa-crosshairs:before {
  content: "\f05b";
}
.fa-times-circle-o:before {
  content: "\f05c";
}
.fa-check-circle-o:before {
  content: "\f05d";
}
.fa-ban:before {
  content: "\f05e";
}
.fa-arrow-left:before {
  content: "\f060";
}
.fa-arrow-right:before {
  content: "\f061";
}
.fa-arrow-up:before {
  content: "\f062";
}
.fa-arrow-down:before {
  content: "\f063";
}
.fa-mail-forward:before,
.fa-share:before {
  content: "\f064";
}
.fa-expand:before {
  content: "\f065";
}
.fa-compress:before {
  content: "\f066";
}
.fa-plus:before {
  content: "\f067";
}
.fa-minus:before {
  content: "\f068";
}
.fa-asterisk:before {
  content: "\f069";
}
.fa-exclamation-circle:before {
  content: "\f06a";
}
.fa-gift:before {
  content: "\f06b";
}
.fa-leaf:before {
  content: "\f06c";
}
.fa-fire:before {
  content: "\f06d";
}
.fa-eye:before {
  content: "\f06e";
}
.fa-eye-slash:before {
  content: "\f070";
}
.fa-warning:before,
.fa-exclamation-triangle:before {
  content: "\f071";
}
.fa-plane:before {
  content: "\f072";
}
.fa-calendar:before {
  content: "\f073";
}
.fa-random:before {
  content: "\f074";
}
.fa-comment:before {
  content: "\f075";
}
.fa-magnet:before {
  content: "\f076";
}
.fa-chevron-up:before {
  content: "\f077";
}
.fa-chevron-down:before {
  content: "\f078";
}
.fa-retweet:before {
  content: "\f079";
}
.fa-shopping-cart:before {
  content: "\f07a";
}
.fa-folder:before {
  content: "\f07b";
}
.fa-folder-open:before {
  content: "\f07c";
}
.fa-arrows-v:before {
  content: "\f07d";
}
.fa-arrows-h:before {
  content: "\f07e";
}
.fa-bar-chart-o:before,
.fa-bar-chart:before {
  content: "\f080";
}
.fa-twitter-square:before {
  content: "\f081";
}
.fa-facebook-square:before {
  content: "\f082";
}
.fa-camera-retro:before {
  content: "\f083";
}
.fa-key:before {
  content: "\f084";
}
.fa-gears:before,
.fa-cogs:before {
  content: "\f085";
}
.fa-comments:before {
  content: "\f086";
}
.fa-thumbs-o-up:before {
  content: "\f087";
}
.fa-thumbs-o-down:before {
  content: "\f088";
}
.fa-star-half:before {
  content: "\f089";
}
.fa-heart-o:before {
  content: "\f08a";
}
.fa-sign-out:before {
  content: "\f08b";
}
.fa-linkedin-square:before {
  content: "\f08c";
}
.fa-thumb-tack:before {
  content: "\f08d";
}
.fa-external-link:before {
  content: "\f08e";
}
.fa-sign-in:before {
  content: "\f090";
}
.fa-trophy:before {
  content: "\f091";
}
.fa-github-square:before {
  content: "\f092";
}
.fa-upload:before {
  content: "\f093";
}
.fa-lemon-o:before {
  content: "\f094";
}
.fa-phone:before {
  content: "\f095";
}
.fa-square-o:before {
  content: "\f096";
}
.fa-bookmark-o:before {
  content: "\f097";
}
.fa-phone-square:before {
  content: "\f098";
}
.fa-twitter:before {
  content: "\f099";
}
.fa-facebook-f:before,
.fa-facebook:before {
  content: "\f09a";
}
.fa-github:before {
  content: "\f09b";
}
.fa-unlock:before {
  content: "\f09c";
}
.fa-credit-card:before {
  content: "\f09d";
}
.fa-feed:before,
.fa-rss:before {
  content: "\f09e";
}
.fa-hdd-o:before {
  content: "\f0a0";
}
.fa-bullhorn:before {
  content: "\f0a1";
}
.fa-bell:before {
  content: "\f0f3";
}
.fa-certificate:before {
  content: "\f0a3";
}
.fa-hand-o-right:before {
  content: "\f0a4";
}
.fa-hand-o-left:before {
  content: "\f0a5";
}
.fa-hand-o-up:before {
  content: "\f0a6";
}
.fa-hand-o-down:before {
  content: "\f0a7";
}
.fa-arrow-circle-left:before {
  content: "\f0a8";
}
.fa-arrow-circle-right:before {
  content: "\f0a9";
}
.fa-arrow-circle-up:before {
  content: "\f0aa";
}
.fa-arrow-circle-down:before {
  content: "\f0ab";
}
.fa-globe:before {
  content: "\f0ac";
}
.fa-wrench:before {
  content: "\f0ad";
}
.fa-tasks:before {
  content: "\f0ae";
}
.fa-filter:before {
  content: "\f0b0";
}
.fa-briefcase:before {
  content: "\f0b1";
}
.fa-arrows-alt:before {
  content: "\f0b2";
}
.fa-group:before,
.fa-users:before {
  content: "\f0c0";
}
.fa-chain:before,
.fa-link:before {
  content: "\f0c1";
}
.fa-cloud:before {
  content: "\f0c2";
}
.fa-flask:before {
  content: "\f0c3";
}
.fa-cut:before,
.fa-scissors:before {
  content: "\f0c4";
}
.fa-copy:before,
.fa-files-o:before {
  content: "\f0c5";
}
.fa-paperclip:before {
  content: "\f0c6";
}
.fa-save:before,
.fa-floppy-o:before {
  content: "\f0c7";
}
.fa-square:before {
  content: "\f0c8";
}
.fa-navicon:before,
.fa-reorder:before,
.fa-bars:before {
  content: "\f0c9";
}
.fa-list-ul:before {
  content: "\f0ca";
}
.fa-list-ol:before {
  content: "\f0cb";
}
.fa-strikethrough:before {
  content: "\f0cc";
}
.fa-underline:before {
  content: "\f0cd";
}
.fa-table:before {
  content: "\f0ce";
}
.fa-magic:before {
  content: "\f0d0";
}
.fa-truck:before {
  content: "\f0d1";
}
.fa-pinterest:before {
  content: "\f0d2";
}
.fa-pinterest-square:before {
  content: "\f0d3";
}
.fa-google-plus-square:before {
  content: "\f0d4";
}
.fa-google-plus:before {
  content: "\f0d5";
}
.fa-money:before {
  content: "\f0d6";
}
.fa-caret-down:before {
  content: "\f0d7";
}
.fa-caret-up:before {
  content: "\f0d8";
}
.fa-caret-left:before {
  content: "\f0d9";
}
.fa-caret-right:before {
  content: "\f0da";
}
.fa-columns:before {
  content: "\f0db";
}
.fa-unsorted:before,
.fa-sort:before {
  content: "\f0dc";
}
.fa-sort-down:before,
.fa-sort-desc:before {
  content: "\f0dd";
}
.fa-sort-up:before,
.fa-sort-asc:before {
  content: "\f0de";
}
.fa-envelope:before {
  content: "\f0e0";
}
.fa-linkedin:before {
  content: "\f0e1";
}
.fa-rotate-left:before,
.fa-undo:before {
  content: "\f0e2";
}
.fa-legal:before,
.fa-gavel:before {
  content: "\f0e3";
}
.fa-dashboard:before,
.fa-tachometer:before {
  content: "\f0e4";
}
.fa-comment-o:before {
  content: "\f0e5";
}
.fa-comments-o:before {
  content: "\f0e6";
}
.fa-flash:before,
.fa-bolt:before {
  content: "\f0e7";
}
.fa-sitemap:before {
  content: "\f0e8";
}
.fa-umbrella:before {
  content: "\f0e9";
}
.fa-paste:before,
.fa-clipboard:before {
  content: "\f0ea";
}
.fa-lightbulb-o:before {
  content: "\f0eb";
}
.fa-exchange:before {
  content: "\f0ec";
}
.fa-cloud-download:before {
  content: "\f0ed";
}
.fa-cloud-upload:before {
  content: "\f0ee";
}
.fa-user-md:before {
  content: "\f0f0";
}
.fa-stethoscope:before {
  content: "\f0f1";
}
.fa-suitcase:before {
  content: "\f0f2";
}
.fa-bell-o:before {
  content: "\f0a2";
}
.fa-coffee:before {
  content: "\f0f4";
}
.fa-cutlery:before {
  content: "\f0f5";
}
.fa-file-text-o:before {
  content: "\f0f6";
}
.fa-building-o:before {
  content: "\f0f7";
}
.fa-hospital-o:before {
  content: "\f0f8";
}
.fa-ambulance:before {
  content: "\f0f9";
}
.fa-medkit:before {
  content: "\f0fa";
}
.fa-fighter-jet:before {
  content: "\f0fb";
}
.fa-beer:before {
  content: "\f0fc";
}
.fa-h-square:before {
  content: "\f0fd";
}
.fa-plus-square:before {
  content: "\f0fe";
}
.fa-angle-double-left:before {
  content: "\f100";
}
.fa-angle-double-right:before {
  content: "\f101";
}
.fa-angle-double-up:before {
  content: "\f102";
}
.fa-angle-double-down:before {
  content: "\f103";
}
.fa-angle-left:before {
  content: "\f104";
}
.fa-angle-right:before {
  content: "\f105";
}
.fa-angle-up:before {
  content: "\f106";
}
.fa-angle-down:before {
  content: "\f107";
}
.fa-desktop:before {
  content: "\f108";
}
.fa-laptop:before {
  content: "\f109";
}
.fa-tablet:before {
  content: "\f10a";
}
.fa-mobile-phone:before,
.fa-mobile:before {
  content: "\f10b";
}
.fa-circle-o:before {
  content: "\f10c";
}
.fa-quote-left:before {
  content: "\f10d";
}
.fa-quote-right:before {
  content: "\f10e";
}
.fa-spinner:before {
  content: "\f110";
}
.fa-circle:before {
  content: "\f111";
}
.fa-mail-reply:before,
.fa-reply:before {
  content: "\f112";
}
.fa-github-alt:before {
  content: "\f113";
}
.fa-folder-o:before {
  content: "\f114";
}
.fa-folder-open-o:before {
  content: "\f115";
}
.fa-smile-o:before {
  content: "\f118";
}
.fa-frown-o:before {
  content: "\f119";
}
.fa-meh-o:before {
  content: "\f11a";
}
.fa-gamepad:before {
  content: "\f11b";
}
.fa-keyboard-o:before {
  content: "\f11c";
}
.fa-flag-o:before {
  content: "\f11d";
}
.fa-flag-checkered:before {
  content: "\f11e";
}
.fa-terminal:before {
  content: "\f120";
}
.fa-code:before {
  content: "\f121";
}
.fa-mail-reply-all:before,
.fa-reply-all:before {
  content: "\f122";
}
.fa-star-half-empty:before,
.fa-star-half-full:before,
.fa-star-half-o:before {
  content: "\f123";
}
.fa-location-arrow:before {
  content: "\f124";
}
.fa-crop:before {
  content: "\f125";
}
.fa-code-fork:before {
  content: "\f126";
}
.fa-unlink:before,
.fa-chain-broken:before {
  content: "\f127";
}
.fa-question:before {
  content: "\f128";
}
.fa-info:before {
  content: "\f129";
}
.fa-exclamation:before {
  content: "\f12a";
}
.fa-superscript:before {
  content: "\f12b";
}
.fa-subscript:before {
  content: "\f12c";
}
.fa-eraser:before {
  content: "\f12d";
}
.fa-puzzle-piece:before {
  content: "\f12e";
}
.fa-microphone:before {
  content: "\f130";
}
.fa-microphone-slash:before {
  content: "\f131";
}
.fa-shield:before {
  content: "\f132";
}
.fa-calendar-o:before {
  content: "\f133";
}
.fa-fire-extinguisher:before {
  content: "\f134";
}
.fa-rocket:before {
  content: "\f135";
}
.fa-maxcdn:before {
  content: "\f136";
}
.fa-chevron-circle-left:before {
  content: "\f137";
}
.fa-chevron-circle-right:before {
  content: "\f138";
}
.fa-chevron-circle-up:before {
  content: "\f139";
}
.fa-chevron-circle-down:before {
  content: "\f13a";
}
.fa-html5:before {
  content: "\f13b";
}
.fa-css3:before {
  content: "\f13c";
}
.fa-anchor:before {
  content: "\f13d";
}
.fa-unlock-alt:before {
  content: "\f13e";
}
.fa-bullseye:before {
  content: "\f140";
}
.fa-ellipsis-h:before {
  content: "\f141";
}
.fa-ellipsis-v:before {
  content: "\f142";
}
.fa-rss-square:before {
  content: "\f143";
}
.fa-play-circle:before {
  content: "\f144";
}
.fa-ticket:before {
  content: "\f145";
}
.fa-minus-square:before {
  content: "\f146";
}
.fa-minus-square-o:before {
  content: "\f147";
}
.fa-level-up:before {
  content: "\f148";
}
.fa-level-down:before {
  content: "\f149";
}
.fa-check-square:before {
  content: "\f14a";
}
.fa-pencil-square:before {
  content: "\f14b";
}
.fa-external-link-square:before {
  content: "\f14c";
}
.fa-share-square:before {
  content: "\f14d";
}
.fa-compass:before {
  content: "\f14e";
}
.fa-toggle-down:before,
.fa-caret-square-o-down:before {
  content: "\f150";
}
.fa-toggle-up:before,
.fa-caret-square-o-up:before {
  content: "\f151";
}
.fa-toggle-right:before,
.fa-caret-square-o-right:before {
  content: "\f152";
}
.fa-euro:before,
.fa-eur:before {
  content: "\f153";
}
.fa-gbp:before {
  content: "\f154";
}
.fa-dollar:before,
.fa-usd:before {
  content: "\f155";
}
.fa-rupee:before,
.fa-inr:before {
  content: "\f156";
}
.fa-cny:before,
.fa-rmb:before,
.fa-yen:before,
.fa-jpy:before {
  content: "\f157";
}
.fa-ruble:before,
.fa-rouble:before,
.fa-rub:before {
  content: "\f158";
}
.fa-won:before,
.fa-krw:before {
  content: "\f159";
}
.fa-bitcoin:before,
.fa-btc:before {
  content: "\f15a";
}
.fa-file:before {
  content: "\f15b";
}
.fa-file-text:before {
  content: "\f15c";
}
.fa-sort-alpha-asc:before {
  content: "\f15d";
}
.fa-sort-alpha-desc:before {
  content: "\f15e";
}
.fa-sort-amount-asc:before {
  content: "\f160";
}
.fa-sort-amount-desc:before {
  content: "\f161";
}
.fa-sort-numeric-asc:before {
  content: "\f162";
}
.fa-sort-numeric-desc:before {
  content: "\f163";
}
.fa-thumbs-up:before {
  content: "\f164";
}
.fa-thumbs-down:before {
  content: "\f165";
}
.fa-youtube-square:before {
  content: "\f166";
}
.fa-youtube:before {
  content: "\f167";
}
.fa-xing:before {
  content: "\f168";
}
.fa-xing-square:before {
  content: "\f169";
}
.fa-youtube-play:before {
  content: "\f16a";
}
.fa-dropbox:before {
  content: "\f16b";
}
.fa-stack-overflow:before {
  content: "\f16c";
}
.fa-instagram:before {
  content: "\f16d";
}
.fa-flickr:before {
  content: "\f16e";
}
.fa-adn:before {
  content: "\f170";
}
.fa-bitbucket:before {
  content: "\f171";
}
.fa-bitbucket-square:before {
  content: "\f172";
}
.fa-tumblr:before {
  content: "\f173";
}
.fa-tumblr-square:before {
  content: "\f174";
}
.fa-long-arrow-down:before {
  content: "\f175";
}
.fa-long-arrow-up:before {
  content: "\f176";
}
.fa-long-arrow-left:before {
  content: "\f177";
}
.fa-long-arrow-right:before {
  content: "\f178";
}
.fa-apple:before {
  content: "\f179";
}
.fa-windows:before {
  content: "\f17a";
}
.fa-android:before {
  content: "\f17b";
}
.fa-linux:before {
  content: "\f17c";
}
.fa-dribbble:before {
  content: "\f17d";
}
.fa-skype:before {
  content: "\f17e";
}
.fa-foursquare:before {
  content: "\f180";
}
.fa-trello:before {
  content: "\f181";
}
.fa-female:before {
  content: "\f182";
}
.fa-male:before {
  content: "\f183";
}
.fa-gittip:before,
.fa-gratipay:before {
  content: "\f184";
}
.fa-sun-o:before {
  content: "\f185";
}
.fa-moon-o:before {
  content: "\f186";
}
.fa-archive:before {
  content: "\f187";
}
.fa-bug:before {
  content: "\f188";
}
.fa-vk:before {
  content: "\f189";
}
.fa-weibo:before {
  content: "\f18a";
}
.fa-renren:before {
  content: "\f18b";
}
.fa-pagelines:before {
  content: "\f18c";
}
.fa-stack-exchange:before {
  content: "\f18d";
}
.fa-arrow-circle-o-right:before {
  content: "\f18e";
}
.fa-arrow-circle-o-left:before {
  content: "\f190";
}
.fa-toggle-left:before,
.fa-caret-square-o-left:before {
  content: "\f191";
}
.fa-dot-circle-o:before {
  content: "\f192";
}
.fa-wheelchair:before {
  content: "\f193";
}
.fa-vimeo-square:before {
  content: "\f194";
}
.fa-turkish-lira:before,
.fa-try:before {
  content: "\f195";
}
.fa-plus-square-o:before {
  content: "\f196";
}
.fa-space-shuttle:before {
  content: "\f197";
}
.fa-slack:before {
  content: "\f198";
}
.fa-envelope-square:before {
  content: "\f199";
}
.fa-wordpress:before {
  content: "\f19a";
}
.fa-openid:before {
  content: "\f19b";
}
.fa-institution:before,
.fa-bank:before,
.fa-university:before {
  content: "\f19c";
}
.fa-mortar-board:before,
.fa-graduation-cap:before {
  content: "\f19d";
}
.fa-yahoo:before {
  content: "\f19e";
}
.fa-google:before {
  content: "\f1a0";
}
.fa-reddit:before {
  content: "\f1a1";
}
.fa-reddit-square:before {
  content: "\f1a2";
}
.fa-stumbleupon-circle:before {
  content: "\f1a3";
}
.fa-stumbleupon:before {
  content: "\f1a4";
}
.fa-delicious:before {
  content: "\f1a5";
}
.fa-digg:before {
  content: "\f1a6";
}
.fa-pied-piper-pp:before {
  content: "\f1a7";
}
.fa-pied-piper-alt:before {
  content: "\f1a8";
}
.fa-drupal:before {
  content: "\f1a9";
}
.fa-joomla:before {
  content: "\f1aa";
}
.fa-language:before {
  content: "\f1ab";
}
.fa-fax:before {
  content: "\f1ac";
}
.fa-building:before {
  content: "\f1ad";
}
.fa-child:before {
  content: "\f1ae";
}
.fa-paw:before {
  content: "\f1b0";
}
.fa-spoon:before {
  content: "\f1b1";
}
.fa-cube:before {
  content: "\f1b2";
}
.fa-cubes:before {
  content: "\f1b3";
}
.fa-behance:before {
  content: "\f1b4";
}
.fa-behance-square:before {
  content: "\f1b5";
}
.fa-steam:before {
  content: "\f1b6";
}
.fa-steam-square:before {
  content: "\f1b7";
}
.fa-recycle:before {
  content: "\f1b8";
}
.fa-automobile:before,
.fa-car:before {
  content: "\f1b9";
}
.fa-cab:before,
.fa-taxi:before {
  content: "\f1ba";
}
.fa-tree:before {
  content: "\f1bb";
}
.fa-spotify:before {
  content: "\f1bc";
}
.fa-deviantart:before {
  content: "\f1bd";
}
.fa-soundcloud:before {
  content: "\f1be";
}
.fa-database:before {
  content: "\f1c0";
}
.fa-file-pdf-o:before {
  content: "\f1c1";
}
.fa-file-word-o:before {
  content: "\f1c2";
}
.fa-file-excel-o:before {
  content: "\f1c3";
}
.fa-file-powerpoint-o:before {
  content: "\f1c4";
}
.fa-file-photo-o:before,
.fa-file-picture-o:before,
.fa-file-image-o:before {
  content: "\f1c5";
}
.fa-file-zip-o:before,
.fa-file-archive-o:before {
  content: "\f1c6";
}
.fa-file-sound-o:before,
.fa-file-audio-o:before {
  content: "\f1c7";
}
.fa-file-movie-o:before,
.fa-file-video-o:before {
  content: "\f1c8";
}
.fa-file-code-o:before {
  content: "\f1c9";
}
.fa-vine:before {
  content: "\f1ca";
}
.fa-codepen:before {
  content: "\f1cb";
}
.fa-jsfiddle:before {
  content: "\f1cc";
}
.fa-life-bouy:before,
.fa-life-buoy:before,
.fa-life-saver:before,
.fa-support:before,
.fa-life-ring:before {
  content: "\f1cd";
}
.fa-circle-o-notch:before {
  content: "\f1ce";
}
.fa-ra:before,
.fa-resistance:before,
.fa-rebel:before {
  content: "\f1d0";
}
.fa-ge:before,
.fa-empire:before {
  content: "\f1d1";
}
.fa-git-square:before {
  content: "\f1d2";
}
.fa-git:before {
  content: "\f1d3";
}
.fa-y-combinator-square:before,
.fa-yc-square:before,
.fa-hacker-news:before {
  content: "\f1d4";
}
.fa-tencent-weibo:before {
  content: "\f1d5";
}
.fa-qq:before {
  content: "\f1d6";
}
.fa-wechat:before,
.fa-weixin:before {
  content: "\f1d7";
}
.fa-send:before,
.fa-paper-plane:before {
  content: "\f1d8";
}
.fa-send-o:before,
.fa-paper-plane-o:before {
  content: "\f1d9";
}
.fa-history:before {
  content: "\f1da";
}
.fa-circle-thin:before {
  content: "\f1db";
}
.fa-header:before {
  content: "\f1dc";
}
.fa-paragraph:before {
  content: "\f1dd";
}
.fa-sliders:before {
  content: "\f1de";
}
.fa-share-alt:before {
  content: "\f1e0";
}
.fa-share-alt-square:before {
  content: "\f1e1";
}
.fa-bomb:before {
  content: "\f1e2";
}
.fa-soccer-ball-o:before,
.fa-futbol-o:before {
  content: "\f1e3";
}
.fa-tty:before {
  content: "\f1e4";
}
.fa-binoculars:before {
  content: "\f1e5";
}
.fa-plug:before {
  content: "\f1e6";
}
.fa-slideshare:before {
  content: "\f1e7";
}
.fa-twitch:before {
  content: "\f1e8";
}
.fa-yelp:before {
  content: "\f1e9";
}
.fa-newspaper-o:before {
  content: "\f1ea";
}
.fa-wifi:before {
  content: "\f1eb";
}
.fa-calculator:before {
  content: "\f1ec";
}
.fa-paypal:before {
  content: "\f1ed";
}
.fa-google-wallet:before {
  content: "\f1ee";
}
.fa-cc-visa:before {
  content: "\f1f0";
}
.fa-cc-mastercard:before {
  content: "\f1f1";
}
.fa-cc-discover:before {
  content: "\f1f2";
}
.fa-cc-amex:before {
  content: "\f1f3";
}
.fa-cc-paypal:before {
  content: "\f1f4";
}
.fa-cc-stripe:before {
  content: "\f1f5";
}
.fa-bell-slash:before {
  content: "\f1f6";
}
.fa-bell-slash-o:before {
  content: "\f1f7";
}
.fa-trash:before {
  content: "\f1f8";
}
.fa-copyright:before {
  content: "\f1f9";
}
.fa-at:before {
  content: "\f1fa";
}
.fa-eyedropper:before {
  content: "\f1fb";
}
.fa-paint-brush:before {
  content: "\f1fc";
}
.fa-birthday-cake:before {
  content: "\f1fd";
}
.fa-area-chart:before {
  content: "\f1fe";
}
.fa-pie-chart:before {
  content: "\f200";
}
.fa-line-chart:before {
  content: "\f201";
}
.fa-lastfm:before {
  content: "\f202";
}
.fa-lastfm-square:before {
  content: "\f203";
}
.fa-toggle-off:before {
  content: "\f204";
}
.fa-toggle-on:before {
  content: "\f205";
}
.fa-bicycle:before {
  content: "\f206";
}
.fa-bus:before {
  content: "\f207";
}
.fa-ioxhost:before {
  content: "\f208";
}
.fa-angellist:before {
  content: "\f209";
}
.fa-cc:before {
  content: "\f20a";
}
.fa-shekel:before,
.fa-sheqel:before,
.fa-ils:before {
  content: "\f20b";
}
.fa-meanpath:before {
  content: "\f20c";
}
.fa-buysellads:before {
  content: "\f20d";
}
.fa-connectdevelop:before {
  content: "\f20e";
}
.fa-dashcube:before {
  content: "\f210";
}
.fa-forumbee:before {
  content: "\f211";
}
.fa-leanpub:before {
  content: "\f212";
}
.fa-sellsy:before {
  content: "\f213";
}
.fa-shirtsinbulk:before {
  content: "\f214";
}
.fa-simplybuilt:before {
  content: "\f215";
}
.fa-skyatlas:before {
  content: "\f216";
}
.fa-cart-plus:before {
  content: "\f217";
}
.fa-cart-arrow-down:before {
  content: "\f218";
}
.fa-diamond:before {
  content: "\f219";
}
.fa-ship:before {
  content: "\f21a";
}
.fa-user-secret:before {
  content: "\f21b";
}
.fa-motorcycle:before {
  content: "\f21c";
}
.fa-street-view:before {
  content: "\f21d";
}
.fa-heartbeat:before {
  content: "\f21e";
}
.fa-venus:before {
  content: "\f221";
}
.fa-mars:before {
  content: "\f222";
}
.fa-mercury:before {
  content: "\f223";
}
.fa-intersex:before,
.fa-transgender:before {
  content: "\f224";
}
.fa-transgender-alt:before {
  content: "\f225";
}
.fa-venus-double:before {
  content: "\f226";
}
.fa-mars-double:before {
  content: "\f227";
}
.fa-venus-mars:before {
  content: "\f228";
}
.fa-mars-stroke:before {
  content: "\f229";
}
.fa-mars-stroke-v:before {
  content: "\f22a";
}
.fa-mars-stroke-h:before {
  content: "\f22b";
}
.fa-neuter:before {
  content: "\f22c";
}
.fa-genderless:before {
  content: "\f22d";
}
.fa-facebook-official:before {
  content: "\f230";
}
.fa-pinterest-p:before {
  content: "\f231";
}
.fa-whatsapp:before {
  content: "\f232";
}
.fa-server:before {
  content: "\f233";
}
.fa-user-plus:before {
  content: "\f234";
}
.fa-user-times:before {
  content: "\f235";
}
.fa-hotel:before,
.fa-bed:before {
  content: "\f236";
}
.fa-viacoin:before {
  content: "\f237";
}
.fa-train:before {
  content: "\f238";
}
.fa-subway:before {
  content: "\f239";
}
.fa-medium:before {
  content: "\f23a";
}
.fa-yc:before,
.fa-y-combinator:before {
  content: "\f23b";
}
.fa-optin-monster:before {
  content: "\f23c";
}
.fa-opencart:before {
  content: "\f23d";
}
.fa-expeditedssl:before {
  content: "\f23e";
}
.fa-battery-4:before,
.fa-battery:before,
.fa-battery-full:before {
  content: "\f240";
}
.fa-battery-3:before,
.fa-battery-three-quarters:before {
  content: "\f241";
}
.fa-battery-2:before,
.fa-battery-half:before {
  content: "\f242";
}
.fa-battery-1:before,
.fa-battery-quarter:before {
  content: "\f243";
}
.fa-battery-0:before,
.fa-battery-empty:before {
  content: "\f244";
}
.fa-mouse-pointer:before {
  content: "\f245";
}
.fa-i-cursor:before {
  content: "\f246";
}
.fa-object-group:before {
  content: "\f247";
}
.fa-object-ungroup:before {
  content: "\f248";
}
.fa-sticky-note:before {
  content: "\f249";
}
.fa-sticky-note-o:before {
  content: "\f24a";
}
.fa-cc-jcb:before {
  content: "\f24b";
}
.fa-cc-diners-club:before {
  content: "\f24c";
}
.fa-clone:before {
  content: "\f24d";
}
.fa-balance-scale:before {
  content: "\f24e";
}
.fa-hourglass-o:before {
  content: "\f250";
}
.fa-hourglass-1:before,
.fa-hourglass-start:before {
  content: "\f251";
}
.fa-hourglass-2:before,
.fa-hourglass-half:before {
  content: "\f252";
}
.fa-hourglass-3:before,
.fa-hourglass-end:before {
  content: "\f253";
}
.fa-hourglass:before {
  content: "\f254";
}
.fa-hand-grab-o:before,
.fa-hand-rock-o:before {
  content: "\f255";
}
.fa-hand-stop-o:before,
.fa-hand-paper-o:before {
  content: "\f256";
}
.fa-hand-scissors-o:before {
  content: "\f257";
}
.fa-hand-lizard-o:before {
  content: "\f258";
}
.fa-hand-spock-o:before {
  content: "\f259";
}
.fa-hand-pointer-o:before {
  content: "\f25a";
}
.fa-hand-peace-o:before {
  content: "\f25b";
}
.fa-trademark:before {
  content: "\f25c";
}
.fa-registered:before {
  content: "\f25d";
}
.fa-creative-commons:before {
  content: "\f25e";
}
.fa-gg:before {
  content: "\f260";
}
.fa-gg-circle:before {
  content: "\f261";
}
.fa-tripadvisor:before {
  content: "\f262";
}
.fa-odnoklassniki:before {
  content: "\f263";
}
.fa-odnoklassniki-square:before {
  content: "\f264";
}
.fa-get-pocket:before {
  content: "\f265";
}
.fa-wikipedia-w:before {
  content: "\f266";
}
.fa-safari:before {
  content: "\f267";
}
.fa-chrome:before {
  content: "\f268";
}
.fa-firefox:before {
  content: "\f269";
}
.fa-opera:before {
  content: "\f26a";
}
.fa-internet-explorer:before {
  content: "\f26b";
}
.fa-tv:before,
.fa-television:before {
  content: "\f26c";
}
.fa-contao:before {
  content: "\f26d";
}
.fa-500px:before {
  content: "\f26e";
}
.fa-amazon:before {
  content: "\f270";
}
.fa-calendar-plus-o:before {
  content: "\f271";
}
.fa-calendar-minus-o:before {
  content: "\f272";
}
.fa-calendar-times-o:before {
  content: "\f273";
}
.fa-calendar-check-o:before {
  content: "\f274";
}
.fa-industry:before {
  content: "\f275";
}
.fa-map-pin:before {
  content: "\f276";
}
.fa-map-signs:before {
  content: "\f277";
}
.fa-map-o:before {
  content: "\f278";
}
.fa-map:before {
  content: "\f279";
}
.fa-commenting:before {
  content: "\f27a";
}
.fa-commenting-o:before {
  content: "\f27b";
}
.fa-houzz:before {
  content: "\f27c";
}
.fa-vimeo:before {
  content: "\f27d";
}
.fa-black-tie:before {
  content: "\f27e";
}
.fa-fonticons:before {
  content: "\f280";
}
.fa-reddit-alien:before {
  content: "\f281";
}
.fa-edge:before {
  content: "\f282";
}
.fa-credit-card-alt:before {
  content: "\f283";
}
.fa-codiepie:before {
  content: "\f284";
}
.fa-modx:before {
  content: "\f285";
}
.fa-fort-awesome:before {
  content: "\f286";
}
.fa-usb:before {
  content: "\f287";
}
.fa-product-hunt:before {
  content: "\f288";
}
.fa-mixcloud:before {
  content: "\f289";
}
.fa-scribd:before {
  content: "\f28a";
}
.fa-pause-circle:before {
  content: "\f28b";
}
.fa-pause-circle-o:before {
  content: "\f28c";
}
.fa-stop-circle:before {
  content: "\f28d";
}
.fa-stop-circle-o:before {
  content: "\f28e";
}
.fa-shopping-bag:before {
  content: "\f290";
}
.fa-shopping-basket:before {
  content: "\f291";
}
.fa-hashtag:before {
  content: "\f292";
}
.fa-bluetooth:before {
  content: "\f293";
}
.fa-bluetooth-b:before {
  content: "\f294";
}
.fa-percent:before {
  content: "\f295";
}
.fa-gitlab:before {
  content: "\f296";
}
.fa-wpbeginner:before {
  content: "\f297";
}
.fa-wpforms:before {
  content: "\f298";
}
.fa-envira:before {
  content: "\f299";
}
.fa-universal-access:before {
  content: "\f29a";
}
.fa-wheelchair-alt:before {
  content: "\f29b";
}
.fa-question-circle-o:before {
  content: "\f29c";
}
.fa-blind:before {
  content: "\f29d";
}
.fa-audio-description:before {
  content: "\f29e";
}
.fa-volume-control-phone:before {
  content: "\f2a0";
}
.fa-braille:before {
  content: "\f2a1";
}
.fa-assistive-listening-systems:before {
  content: "\f2a2";
}
.fa-asl-interpreting:before,
.fa-american-sign-language-interpreting:before {
  content: "\f2a3";
}
.fa-deafness:before,
.fa-hard-of-hearing:before,
.fa-deaf:before {
  content: "\f2a4";
}
.fa-glide:before {
  content: "\f2a5";
}
.fa-glide-g:before {
  content: "\f2a6";
}
.fa-signing:before,
.fa-sign-language:before {
  content: "\f2a7";
}
.fa-low-vision:before {
  content: "\f2a8";
}
.fa-viadeo:before {
  content: "\f2a9";
}
.fa-viadeo-square:before {
  content: "\f2aa";
}
.fa-snapchat:before {
  content: "\f2ab";
}
.fa-snapchat-ghost:before {
  content: "\f2ac";
}
.fa-snapchat-square:before {
  content: "\f2ad";
}
.fa-pied-piper:before {
  content: "\f2ae";
}
.fa-first-order:before {
  content: "\f2b0";
}
.fa-yoast:before {
  content: "\f2b1";
}
.fa-themeisle:before {
  content: "\f2b2";
}
.fa-google-plus-circle:before,
.fa-google-plus-official:before {
  content: "\f2b3";
}
.fa-fa:before,
.fa-font-awesome:before {
  content: "\f2b4";
}
.fa-handshake-o:before {
  content: "\f2b5";
}
.fa-envelope-open:before {
  content: "\f2b6";
}
.fa-envelope-open-o:before {
  content: "\f2b7";
}
.fa-linode:before {
  content: "\f2b8";
}
.fa-address-book:before {
  content: "\f2b9";
}
.fa-address-book-o:before {
  content: "\f2ba";
}
.fa-vcard:before,
.fa-address-card:before {
  content: "\f2bb";
}
.fa-vcard-o:before,
.fa-address-card-o:before {
  content: "\f2bc";
}
.fa-user-circle:before {
  content: "\f2bd";
}
.fa-user-circle-o:before {
  content: "\f2be";
}
.fa-user-o:before {
  content: "\f2c0";
}
.fa-id-badge:before {
  content: "\f2c1";
}
.fa-drivers-license:before,
.fa-id-card:before {
  content: "\f2c2";
}
.fa-drivers-license-o:before,
.fa-id-card-o:before {
  content: "\f2c3";
}
.fa-quora:before {
  content: "\f2c4";
}
.fa-free-code-camp:before {
  content: "\f2c5";
}
.fa-telegram:before {
  content: "\f2c6";
}
.fa-thermometer-4:before,
.fa-thermometer:before,
.fa-thermometer-full:before {
  content: "\f2c7";
}
.fa-thermometer-3:before,
.fa-thermometer-three-quarters:before {
  content: "\f2c8";
}
.fa-thermometer-2:before,
.fa-thermometer-half:before {
  content: "\f2c9";
}
.fa-thermometer-1:before,
.fa-thermometer-quarter:before {
  content: "\f2ca";
}
.fa-thermometer-0:before,
.fa-thermometer-empty:before {
  content: "\f2cb";
}
.fa-shower:before {
  content: "\f2cc";
}
.fa-bathtub:before,
.fa-s15:before,
.fa-bath:before {
  content: "\f2cd";
}
.fa-podcast:before {
  content: "\f2ce";
}
.fa-window-maximize:before {
  content: "\f2d0";
}
.fa-window-minimize:before {
  content: "\f2d1";
}
.fa-window-restore:before {
  content: "\f2d2";
}
.fa-times-rectangle:before,
.fa-window-close:before {
  content: "\f2d3";
}
.fa-times-rectangle-o:before,
.fa-window-close-o:before {
  content: "\f2d4";
}
.fa-bandcamp:before {
  content: "\f2d5";
}
.fa-grav:before {
  content: "\f2d6";
}
.fa-etsy:before {
  content: "\f2d7";
}
.fa-imdb:before {
  content: "\f2d8";
}
.fa-ravelry:before {
  content: "\f2d9";
}
.fa-eercast:before {
  content: "\f2da";
}
.fa-microchip:before {
  content: "\f2db";
}
.fa-snowflake-o:before {
  content: "\f2dc";
}
.fa-superpowers:before {
  content: "\f2dd";
}
.fa-wpexplorer:before {
  content: "\f2de";
}
.fa-meetup:before {
  content: "\f2e0";
}
.sr-only {
  position: absolute;
  width: 1px;
  height: 1px;
  padding: 0;
  margin: -1px;
  overflow: hidden;
  clip: rect(0, 0, 0, 0);
  border: 0;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
/*!
*
* IPython base
*
*/
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
code {
  color: #000;
}
pre {
  font-size: inherit;
  line-height: inherit;
}
label {
  font-weight: normal;
}
/* Make the page background atleast 100% the height of the view port */
/* Make the page itself atleast 70% the height of the view port */
.border-box-sizing {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.corner-all {
  border-radius: 2px;
}
.no-padding {
  padding: 0px;
}
/* Flexible box model classes */
/* Taken from Alex Russell http://infrequently.org/2009/08/css-3-progress/ */
/* This file is a compatability layer.  It allows the usage of flexible box 
model layouts accross multiple browsers, including older browsers.  The newest,
universal implementation of the flexible box model is used when available (see
`Modern browsers` comments below).  Browsers that are known to implement this 
new spec completely include:

    Firefox 28.0+
    Chrome 29.0+
    Internet Explorer 11+ 
    Opera 17.0+

Browsers not listed, including Safari, are supported via the styling under the
`Old browsers` comments below.
*/
.hbox {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
.hbox > * {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
}
.vbox {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
.vbox > * {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
}
.hbox.reverse,
.vbox.reverse,
.reverse {
  /* Old browsers */
  -webkit-box-direction: reverse;
  -moz-box-direction: reverse;
  box-direction: reverse;
  /* Modern browsers */
  flex-direction: row-reverse;
}
.hbox.box-flex0,
.vbox.box-flex0,
.box-flex0 {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
  width: auto;
}
.hbox.box-flex1,
.vbox.box-flex1,
.box-flex1 {
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
.hbox.box-flex,
.vbox.box-flex,
.box-flex {
  /* Old browsers */
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
.hbox.box-flex2,
.vbox.box-flex2,
.box-flex2 {
  /* Old browsers */
  -webkit-box-flex: 2;
  -moz-box-flex: 2;
  box-flex: 2;
  /* Modern browsers */
  flex: 2;
}
.box-group1 {
  /*  Deprecated */
  -webkit-box-flex-group: 1;
  -moz-box-flex-group: 1;
  box-flex-group: 1;
}
.box-group2 {
  /* Deprecated */
  -webkit-box-flex-group: 2;
  -moz-box-flex-group: 2;
  box-flex-group: 2;
}
.hbox.start,
.vbox.start,
.start {
  /* Old browsers */
  -webkit-box-pack: start;
  -moz-box-pack: start;
  box-pack: start;
  /* Modern browsers */
  justify-content: flex-start;
}
.hbox.end,
.vbox.end,
.end {
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
}
.hbox.center,
.vbox.center,
.center {
  /* Old browsers */
  -webkit-box-pack: center;
  -moz-box-pack: center;
  box-pack: center;
  /* Modern browsers */
  justify-content: center;
}
.hbox.baseline,
.vbox.baseline,
.baseline {
  /* Old browsers */
  -webkit-box-pack: baseline;
  -moz-box-pack: baseline;
  box-pack: baseline;
  /* Modern browsers */
  justify-content: baseline;
}
.hbox.stretch,
.vbox.stretch,
.stretch {
  /* Old browsers */
  -webkit-box-pack: stretch;
  -moz-box-pack: stretch;
  box-pack: stretch;
  /* Modern browsers */
  justify-content: stretch;
}
.hbox.align-start,
.vbox.align-start,
.align-start {
  /* Old browsers */
  -webkit-box-align: start;
  -moz-box-align: start;
  box-align: start;
  /* Modern browsers */
  align-items: flex-start;
}
.hbox.align-end,
.vbox.align-end,
.align-end {
  /* Old browsers */
  -webkit-box-align: end;
  -moz-box-align: end;
  box-align: end;
  /* Modern browsers */
  align-items: flex-end;
}
.hbox.align-center,
.vbox.align-center,
.align-center {
  /* Old browsers */
  -webkit-box-align: center;
  -moz-box-align: center;
  box-align: center;
  /* Modern browsers */
  align-items: center;
}
.hbox.align-baseline,
.vbox.align-baseline,
.align-baseline {
  /* Old browsers */
  -webkit-box-align: baseline;
  -moz-box-align: baseline;
  box-align: baseline;
  /* Modern browsers */
  align-items: baseline;
}
.hbox.align-stretch,
.vbox.align-stretch,
.align-stretch {
  /* Old browsers */
  -webkit-box-align: stretch;
  -moz-box-align: stretch;
  box-align: stretch;
  /* Modern browsers */
  align-items: stretch;
}
div.error {
  margin: 2em;
  text-align: center;
}
div.error > h1 {
  font-size: 500%;
  line-height: normal;
}
div.error > p {
  font-size: 200%;
  line-height: normal;
}
div.traceback-wrapper {
  text-align: left;
  max-width: 800px;
  margin: auto;
}
div.traceback-wrapper pre.traceback {
  max-height: 600px;
  overflow: auto;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
body {
  background-color: #fff;
  /* This makes sure that the body covers the entire window and needs to
       be in a different element than the display: box in wrapper below */
  position: absolute;
  left: 0px;
  right: 0px;
  top: 0px;
  bottom: 0px;
  overflow: visible;
}
body > #header {
  /* Initially hidden to prevent FLOUC */
  display: none;
  background-color: #fff;
  /* Display over codemirror */
  position: relative;
  z-index: 100;
}
body > #header #header-container {
  display: flex;
  flex-direction: row;
  justify-content: space-between;
  padding: 5px;
  padding-bottom: 5px;
  padding-top: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
body > #header .header-bar {
  width: 100%;
  height: 1px;
  background: #e7e7e7;
  margin-bottom: -1px;
}
@media print {
  body > #header {
    display: none !important;
  }
}
#header-spacer {
  width: 100%;
  visibility: hidden;
}
@media print {
  #header-spacer {
    display: none;
  }
}
#ipython_notebook {
  padding-left: 0px;
  padding-top: 1px;
  padding-bottom: 1px;
}
[dir="rtl"] #ipython_notebook {
  margin-right: 10px;
  margin-left: 0;
}
[dir="rtl"] #ipython_notebook.pull-left {
  float: right !important;
  float: right;
}
.flex-spacer {
  flex: 1;
}
#noscript {
  width: auto;
  padding-top: 16px;
  padding-bottom: 16px;
  text-align: center;
  font-size: 22px;
  color: red;
  font-weight: bold;
}
#ipython_notebook img {
  height: 28px;
}
#site {
  width: 100%;
  display: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  overflow: auto;
}
@media print {
  #site {
    height: auto !important;
  }
}
/* Smaller buttons */
.ui-button .ui-button-text {
  padding: 0.2em 0.8em;
  font-size: 77%;
}
input.ui-button {
  padding: 0.3em 0.9em;
}
span#kernel_logo_widget {
  margin: 0 10px;
}
span#login_widget {
  float: right;
}
[dir="rtl"] span#login_widget {
  float: left;
}
span#login_widget > .button,
#logout {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
span#login_widget > .button:focus,
#logout:focus,
span#login_widget > .button.focus,
#logout.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
span#login_widget > .button:hover,
#logout:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
span#login_widget > .button:active,
#logout:active,
span#login_widget > .button.active,
#logout.active,
.open > .dropdown-togglespan#login_widget > .button,
.open > .dropdown-toggle#logout {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
span#login_widget > .button:active:hover,
#logout:active:hover,
span#login_widget > .button.active:hover,
#logout.active:hover,
.open > .dropdown-togglespan#login_widget > .button:hover,
.open > .dropdown-toggle#logout:hover,
span#login_widget > .button:active:focus,
#logout:active:focus,
span#login_widget > .button.active:focus,
#logout.active:focus,
.open > .dropdown-togglespan#login_widget > .button:focus,
.open > .dropdown-toggle#logout:focus,
span#login_widget > .button:active.focus,
#logout:active.focus,
span#login_widget > .button.active.focus,
#logout.active.focus,
.open > .dropdown-togglespan#login_widget > .button.focus,
.open > .dropdown-toggle#logout.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
span#login_widget > .button:active,
#logout:active,
span#login_widget > .button.active,
#logout.active,
.open > .dropdown-togglespan#login_widget > .button,
.open > .dropdown-toggle#logout {
  background-image: none;
}
span#login_widget > .button.disabled:hover,
#logout.disabled:hover,
span#login_widget > .button[disabled]:hover,
#logout[disabled]:hover,
fieldset[disabled] span#login_widget > .button:hover,
fieldset[disabled] #logout:hover,
span#login_widget > .button.disabled:focus,
#logout.disabled:focus,
span#login_widget > .button[disabled]:focus,
#logout[disabled]:focus,
fieldset[disabled] span#login_widget > .button:focus,
fieldset[disabled] #logout:focus,
span#login_widget > .button.disabled.focus,
#logout.disabled.focus,
span#login_widget > .button[disabled].focus,
#logout[disabled].focus,
fieldset[disabled] span#login_widget > .button.focus,
fieldset[disabled] #logout.focus {
  background-color: #fff;
  border-color: #ccc;
}
span#login_widget > .button .badge,
#logout .badge {
  color: #fff;
  background-color: #333;
}
.nav-header {
  text-transform: none;
}
#header > span {
  margin-top: 10px;
}
.modal_stretch .modal-dialog {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  min-height: 80vh;
}
.modal_stretch .modal-dialog .modal-body {
  max-height: calc(100vh - 200px);
  overflow: auto;
  flex: 1;
}
.modal-header {
  cursor: move;
}
@media (min-width: 768px) {
  .modal .modal-dialog {
    width: 700px;
  }
}
@media (min-width: 768px) {
  select.form-control {
    margin-left: 12px;
    margin-right: 12px;
  }
}
/*!
*
* IPython auth
*
*/
.center-nav {
  display: inline-block;
  margin-bottom: -4px;
}
[dir="rtl"] .center-nav form.pull-left {
  float: right !important;
  float: right;
}
[dir="rtl"] .center-nav .navbar-text {
  float: right;
}
[dir="rtl"] .navbar-inner {
  text-align: right;
}
[dir="rtl"] div.text-left {
  text-align: right;
}
/*!
*
* IPython tree view
*
*/
/* We need an invisible input field on top of the sentense*/
/* "Drag file onto the list ..." */
.alternate_upload {
  background-color: none;
  display: inline;
}
.alternate_upload.form {
  padding: 0;
  margin: 0;
}
.alternate_upload input.fileinput {
  position: absolute;
  display: block;
  width: 100%;
  height: 100%;
  overflow: hidden;
  cursor: pointer;
  opacity: 0;
  z-index: 2;
}
.alternate_upload .btn-xs > input.fileinput {
  margin: -1px -5px;
}
.alternate_upload .btn-upload {
  position: relative;
  height: 22px;
}
::-webkit-file-upload-button {
  cursor: pointer;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
ul#tabs {
  margin-bottom: 4px;
}
ul#tabs a {
  padding-top: 6px;
  padding-bottom: 4px;
}
[dir="rtl"] ul#tabs.nav-tabs > li {
  float: right;
}
[dir="rtl"] ul#tabs.nav.nav-tabs {
  padding-right: 0;
}
ul.breadcrumb a:focus,
ul.breadcrumb a:hover {
  text-decoration: none;
}
ul.breadcrumb i.icon-home {
  font-size: 16px;
  margin-right: 4px;
}
ul.breadcrumb span {
  color: #5e5e5e;
}
.list_toolbar {
  padding: 4px 0 4px 0;
  vertical-align: middle;
}
.list_toolbar .tree-buttons {
  padding-top: 1px;
}
[dir="rtl"] .list_toolbar .tree-buttons .pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .list_toolbar .col-sm-4,
[dir="rtl"] .list_toolbar .col-sm-8 {
  float: right;
}
.dynamic-buttons {
  padding-top: 3px;
  display: inline-block;
}
.list_toolbar [class*="span"] {
  min-height: 24px;
}
.list_header {
  font-weight: bold;
  background-color: #EEE;
}
.list_placeholder {
  font-weight: bold;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
}
.list_container {
  margin-top: 4px;
  margin-bottom: 20px;
  border: 1px solid #ddd;
  border-radius: 2px;
}
.list_container > div {
  border-bottom: 1px solid #ddd;
}
.list_container > div:hover .list-item {
  background-color: red;
}
.list_container > div:last-child {
  border: none;
}
.list_item:hover .list_item {
  background-color: #ddd;
}
.list_item a {
  text-decoration: none;
}
.list_item:hover {
  background-color: #fafafa;
}
.list_header > div,
.list_item > div {
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
  line-height: 22px;
}
.list_header > div input,
.list_item > div input {
  margin-right: 7px;
  margin-left: 14px;
  vertical-align: text-bottom;
  line-height: 22px;
  position: relative;
  top: -1px;
}
.list_header > div .item_link,
.list_item > div .item_link {
  margin-left: -1px;
  vertical-align: baseline;
  line-height: 22px;
}
[dir="rtl"] .list_item > div input {
  margin-right: 0;
}
.new-file input[type=checkbox] {
  visibility: hidden;
}
.item_name {
  line-height: 22px;
  height: 24px;
}
.item_icon {
  font-size: 14px;
  color: #5e5e5e;
  margin-right: 7px;
  margin-left: 7px;
  line-height: 22px;
  vertical-align: baseline;
}
.item_modified {
  margin-right: 7px;
  margin-left: 7px;
}
[dir="rtl"] .item_modified.pull-right {
  float: left !important;
  float: left;
}
.item_buttons {
  line-height: 1em;
  margin-left: -5px;
}
.item_buttons .btn,
.item_buttons .btn-group,
.item_buttons .input-group {
  float: left;
}
.item_buttons > .btn,
.item_buttons > .btn-group,
.item_buttons > .input-group {
  margin-left: 5px;
}
.item_buttons .btn {
  min-width: 13ex;
}
.item_buttons .running-indicator {
  padding-top: 4px;
  color: #5cb85c;
}
.item_buttons .kernel-name {
  padding-top: 4px;
  color: #5bc0de;
  margin-right: 7px;
  float: left;
}
[dir="rtl"] .item_buttons.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .item_buttons .kernel-name {
  margin-left: 7px;
  float: right;
}
.toolbar_info {
  height: 24px;
  line-height: 24px;
}
.list_item input:not([type=checkbox]) {
  padding-top: 3px;
  padding-bottom: 3px;
  height: 22px;
  line-height: 14px;
  margin: 0px;
}
.highlight_text {
  color: blue;
}
#project_name {
  display: inline-block;
  padding-left: 7px;
  margin-left: -2px;
}
#project_name > .breadcrumb {
  padding: 0px;
  margin-bottom: 0px;
  background-color: transparent;
  font-weight: bold;
}
.sort_button {
  display: inline-block;
  padding-left: 7px;
}
[dir="rtl"] .sort_button.pull-right {
  float: left !important;
  float: left;
}
#tree-selector {
  padding-right: 0px;
}
#button-select-all {
  min-width: 50px;
}
[dir="rtl"] #button-select-all.btn {
  float: right ;
}
#select-all {
  margin-left: 7px;
  margin-right: 2px;
  margin-top: 2px;
  height: 16px;
}
[dir="rtl"] #select-all.pull-left {
  float: right !important;
  float: right;
}
.menu_icon {
  margin-right: 2px;
}
.tab-content .row {
  margin-left: 0px;
  margin-right: 0px;
}
.folder_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f114";
}
.folder_icon:before.fa-pull-left {
  margin-right: .3em;
}
.folder_icon:before.fa-pull-right {
  margin-left: .3em;
}
.folder_icon:before.pull-left {
  margin-right: .3em;
}
.folder_icon:before.pull-right {
  margin-left: .3em;
}
.notebook_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f02d";
  position: relative;
  top: -1px;
}
.notebook_icon:before.fa-pull-left {
  margin-right: .3em;
}
.notebook_icon:before.fa-pull-right {
  margin-left: .3em;
}
.notebook_icon:before.pull-left {
  margin-right: .3em;
}
.notebook_icon:before.pull-right {
  margin-left: .3em;
}
.running_notebook_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f02d";
  position: relative;
  top: -1px;
  color: #5cb85c;
}
.running_notebook_icon:before.fa-pull-left {
  margin-right: .3em;
}
.running_notebook_icon:before.fa-pull-right {
  margin-left: .3em;
}
.running_notebook_icon:before.pull-left {
  margin-right: .3em;
}
.running_notebook_icon:before.pull-right {
  margin-left: .3em;
}
.file_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f016";
  position: relative;
  top: -2px;
}
.file_icon:before.fa-pull-left {
  margin-right: .3em;
}
.file_icon:before.fa-pull-right {
  margin-left: .3em;
}
.file_icon:before.pull-left {
  margin-right: .3em;
}
.file_icon:before.pull-right {
  margin-left: .3em;
}
#notebook_toolbar .pull-right {
  padding-top: 0px;
  margin-right: -1px;
}
ul#new-menu {
  left: auto;
  right: 0;
}
#new-menu .dropdown-header {
  font-size: 10px;
  border-bottom: 1px solid #e5e5e5;
  padding: 0 0 3px;
  margin: -3px 20px 0;
}
.kernel-menu-icon {
  padding-right: 12px;
  width: 24px;
  content: "\f096";
}
.kernel-menu-icon:before {
  content: "\f096";
}
.kernel-menu-icon-current:before {
  content: "\f00c";
}
#tab_content {
  padding-top: 20px;
}
#running .panel-group .panel {
  margin-top: 3px;
  margin-bottom: 1em;
}
#running .panel-group .panel .panel-heading {
  background-color: #EEE;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
  line-height: 22px;
}
#running .panel-group .panel .panel-heading a:focus,
#running .panel-group .panel .panel-heading a:hover {
  text-decoration: none;
}
#running .panel-group .panel .panel-body {
  padding: 0px;
}
#running .panel-group .panel .panel-body .list_container {
  margin-top: 0px;
  margin-bottom: 0px;
  border: 0px;
  border-radius: 0px;
}
#running .panel-group .panel .panel-body .list_container .list_item {
  border-bottom: 1px solid #ddd;
}
#running .panel-group .panel .panel-body .list_container .list_item:last-child {
  border-bottom: 0px;
}
.delete-button {
  display: none;
}
.duplicate-button {
  display: none;
}
.rename-button {
  display: none;
}
.move-button {
  display: none;
}
.download-button {
  display: none;
}
.shutdown-button {
  display: none;
}
.dynamic-instructions {
  display: inline-block;
  padding-top: 4px;
}
/*!
*
* IPython text editor webapp
*
*/
.selected-keymap i.fa {
  padding: 0px 5px;
}
.selected-keymap i.fa:before {
  content: "\f00c";
}
#mode-menu {
  overflow: auto;
  max-height: 20em;
}
.edit_app #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.edit_app #menubar .navbar {
  /* Use a negative 1 bottom margin, so the border overlaps the border of the
    header */
  margin-bottom: -1px;
}
.dirty-indicator {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator.fa-pull-left {
  margin-right: .3em;
}
.dirty-indicator.fa-pull-right {
  margin-left: .3em;
}
.dirty-indicator.pull-left {
  margin-right: .3em;
}
.dirty-indicator.pull-right {
  margin-left: .3em;
}
.dirty-indicator-dirty {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator-dirty.fa-pull-left {
  margin-right: .3em;
}
.dirty-indicator-dirty.fa-pull-right {
  margin-left: .3em;
}
.dirty-indicator-dirty.pull-left {
  margin-right: .3em;
}
.dirty-indicator-dirty.pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator-clean.fa-pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean.fa-pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean.pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean.pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f00c";
}
.dirty-indicator-clean:before.fa-pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean:before.fa-pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean:before.pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean:before.pull-right {
  margin-left: .3em;
}
#filename {
  font-size: 16pt;
  display: table;
  padding: 0px 5px;
}
#current-mode {
  padding-left: 5px;
  padding-right: 5px;
}
#texteditor-backdrop {
  padding-top: 20px;
  padding-bottom: 20px;
}
@media not print {
  #texteditor-backdrop {
    background-color: #EEE;
  }
}
@media print {
  #texteditor-backdrop #texteditor-container .CodeMirror-gutter,
  #texteditor-backdrop #texteditor-container .CodeMirror-gutters {
    background-color: #fff;
  }
}
@media not print {
  #texteditor-backdrop #texteditor-container .CodeMirror-gutter,
  #texteditor-backdrop #texteditor-container .CodeMirror-gutters {
    background-color: #fff;
  }
}
@media not print {
  #texteditor-backdrop #texteditor-container {
    padding: 0px;
    background-color: #fff;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
.CodeMirror-dialog {
  background-color: #fff;
}
/*!
*
* IPython notebook
*
*/
/* CSS font colors for translated ANSI escape sequences */
/* The color values are a mix of
   http://www.xcolors.net/dl/baskerville-ivorylight and
   http://www.xcolors.net/dl/euphrasia */
.ansi-black-fg {
  color: #3E424D;
}
.ansi-black-bg {
  background-color: #3E424D;
}
.ansi-black-intense-fg {
  color: #282C36;
}
.ansi-black-intense-bg {
  background-color: #282C36;
}
.ansi-red-fg {
  color: #E75C58;
}
.ansi-red-bg {
  background-color: #E75C58;
}
.ansi-red-intense-fg {
  color: #B22B31;
}
.ansi-red-intense-bg {
  background-color: #B22B31;
}
.ansi-green-fg {
  color: #00A250;
}
.ansi-green-bg {
  background-color: #00A250;
}
.ansi-green-intense-fg {
  color: #007427;
}
.ansi-green-intense-bg {
  background-color: #007427;
}
.ansi-yellow-fg {
  color: #DDB62B;
}
.ansi-yellow-bg {
  background-color: #DDB62B;
}
.ansi-yellow-intense-fg {
  color: #B27D12;
}
.ansi-yellow-intense-bg {
  background-color: #B27D12;
}
.ansi-blue-fg {
  color: #208FFB;
}
.ansi-blue-bg {
  background-color: #208FFB;
}
.ansi-blue-intense-fg {
  color: #0065CA;
}
.ansi-blue-intense-bg {
  background-color: #0065CA;
}
.ansi-magenta-fg {
  color: #D160C4;
}
.ansi-magenta-bg {
  background-color: #D160C4;
}
.ansi-magenta-intense-fg {
  color: #A03196;
}
.ansi-magenta-intense-bg {
  background-color: #A03196;
}
.ansi-cyan-fg {
  color: #60C6C8;
}
.ansi-cyan-bg {
  background-color: #60C6C8;
}
.ansi-cyan-intense-fg {
  color: #258F8F;
}
.ansi-cyan-intense-bg {
  background-color: #258F8F;
}
.ansi-white-fg {
  color: #C5C1B4;
}
.ansi-white-bg {
  background-color: #C5C1B4;
}
.ansi-white-intense-fg {
  color: #A1A6B2;
}
.ansi-white-intense-bg {
  background-color: #A1A6B2;
}
.ansi-default-inverse-fg {
  color: #FFFFFF;
}
.ansi-default-inverse-bg {
  background-color: #000000;
}
.ansi-bold {
  font-weight: bold;
}
.ansi-underline {
  text-decoration: underline;
}
/* The following styles are deprecated an will be removed in a future version */
.ansibold {
  font-weight: bold;
}
.ansi-inverse {
  outline: 0.5px dotted;
}
/* use dark versions for foreground, to improve visibility */
.ansiblack {
  color: black;
}
.ansired {
  color: darkred;
}
.ansigreen {
  color: darkgreen;
}
.ansiyellow {
  color: #c4a000;
}
.ansiblue {
  color: darkblue;
}
.ansipurple {
  color: darkviolet;
}
.ansicyan {
  color: steelblue;
}
.ansigray {
  color: gray;
}
/* and light for background, for the same reason */
.ansibgblack {
  background-color: black;
}
.ansibgred {
  background-color: red;
}
.ansibggreen {
  background-color: green;
}
.ansibgyellow {
  background-color: yellow;
}
.ansibgblue {
  background-color: blue;
}
.ansibgpurple {
  background-color: magenta;
}
.ansibgcyan {
  background-color: cyan;
}
.ansibggray {
  background-color: gray;
}
div.cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  border-radius: 2px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  border-width: 1px;
  border-style: solid;
  border-color: transparent;
  width: 100%;
  padding: 5px;
  /* This acts as a spacer between cells, that is outside the border */
  margin: 0px;
  outline: none;
  position: relative;
  overflow: visible;
}
div.cell:before {
  position: absolute;
  display: block;
  top: -1px;
  left: -1px;
  width: 5px;
  height: calc(100% +  2px);
  content: '';
  background: transparent;
}
div.cell.jupyter-soft-selected {
  border-left-color: #E3F2FD;
  border-left-width: 1px;
  padding-left: 5px;
  border-right-color: #E3F2FD;
  border-right-width: 1px;
  background: #E3F2FD;
}
@media print {
  div.cell.jupyter-soft-selected {
    border-color: transparent;
  }
}
div.cell.selected,
div.cell.selected.jupyter-soft-selected {
  border-color: #ababab;
}
div.cell.selected:before,
div.cell.selected.jupyter-soft-selected:before {
  position: absolute;
  display: block;
  top: -1px;
  left: -1px;
  width: 5px;
  height: calc(100% +  2px);
  content: '';
  background: #42A5F5;
}
@media print {
  div.cell.selected,
  div.cell.selected.jupyter-soft-selected {
    border-color: transparent;
  }
}
.edit_mode div.cell.selected {
  border-color: #66BB6A;
}
.edit_mode div.cell.selected:before {
  position: absolute;
  display: block;
  top: -1px;
  left: -1px;
  width: 5px;
  height: calc(100% +  2px);
  content: '';
  background: #66BB6A;
}
@media print {
  .edit_mode div.cell.selected {
    border-color: transparent;
  }
}
.prompt {
  /* This needs to be wide enough for 3 digit prompt numbers: In[100]: */
  min-width: 14ex;
  /* This padding is tuned to match the padding on the CodeMirror editor. */
  padding: 0.4em;
  margin: 0px;
  font-family: monospace;
  text-align: right;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
  /* Don't highlight prompt number selection */
  -webkit-touch-callout: none;
  -webkit-user-select: none;
  -khtml-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
  /* Use default cursor */
  cursor: default;
}
@media (max-width: 540px) {
  .prompt {
    text-align: left;
  }
}
div.inner_cell {
  min-width: 0;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
/* input_area and input_prompt must match in top border and margin for alignment */
div.input_area {
  border: 1px solid #cfcfcf;
  border-radius: 2px;
  background: #f7f7f7;
  line-height: 1.21429em;
}
/* This is needed so that empty prompt areas can collapse to zero height when there
   is no content in the output_subarea and the prompt. The main purpose of this is
   to make sure that empty JavaScript output_subareas have no height. */
div.prompt:empty {
  padding-top: 0;
  padding-bottom: 0;
}
div.unrecognized_cell {
  padding: 5px 5px 5px 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.unrecognized_cell .inner_cell {
  border-radius: 2px;
  padding: 5px;
  font-weight: bold;
  color: red;
  border: 1px solid #cfcfcf;
  background: #eaeaea;
}
div.unrecognized_cell .inner_cell a {
  color: inherit;
  text-decoration: none;
}
div.unrecognized_cell .inner_cell a:hover {
  color: inherit;
  text-decoration: none;
}
@media (max-width: 540px) {
  div.unrecognized_cell > div.prompt {
    display: none;
  }
}
div.code_cell {
  /* avoid page breaking on code cells when printing */
}
@media print {
  div.code_cell {
    page-break-inside: avoid;
  }
}
/* any special styling for code cells that are currently running goes here */
div.input {
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.input {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
/* input_area and input_prompt must match in top border and margin for alignment */
div.input_prompt {
  color: #303F9F;
  border-top: 1px solid transparent;
}
div.input_area > div.highlight {
  margin: 0.4em;
  border: none;
  padding: 0px;
  background-color: transparent;
}
div.input_area > div.highlight > pre {
  margin: 0px;
  border: none;
  padding: 0px;
  background-color: transparent;
}
/* The following gets added to the <head> if it is detected that the user has a
 * monospace font with inconsistent normal/bold/italic height.  See
 * notebookmain.js.  Such fonts will have keywords vertically offset with
 * respect to the rest of the text.  The user should select a better font.
 * See: https://github.com/ipython/ipython/issues/1503
 *
 * .CodeMirror span {
 *      vertical-align: bottom;
 * }
 */
.CodeMirror {
  line-height: 1.21429em;
  /* Changed from 1em to our global default */
  font-size: 14px;
  height: auto;
  /* Changed to auto to autogrow */
  background: none;
  /* Changed from white to allow our bg to show through */
}
.CodeMirror-scroll {
  /*  The CodeMirror docs are a bit fuzzy on if overflow-y should be hidden or visible.*/
  /*  We have found that if it is visible, vertical scrollbars appear with font size changes.*/
  overflow-y: hidden;
  overflow-x: auto;
}
.CodeMirror-lines {
  /* In CM2, this used to be 0.4em, but in CM3 it went to 4px. We need the em value because */
  /* we have set a different line-height and want this to scale with that. */
  /* Note that this should set vertical padding only, since CodeMirror assumes
       that horizontal padding will be set on CodeMirror pre */
  padding: 0.4em 0;
}
.CodeMirror-linenumber {
  padding: 0 8px 0 4px;
}
.CodeMirror-gutters {
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
}
.CodeMirror pre {
  /* In CM3 this went to 4px from 0 in CM2. This sets horizontal padding only,
    use .CodeMirror-lines for vertical */
  padding: 0 0.4em;
  border: 0;
  border-radius: 0;
}
.CodeMirror-cursor {
  border-left: 1.4px solid black;
}
@media screen and (min-width: 2138px) and (max-width: 4319px) {
  .CodeMirror-cursor {
    border-left: 2px solid black;
  }
}
@media screen and (min-width: 4320px) {
  .CodeMirror-cursor {
    border-left: 4px solid black;
  }
}
/*

Original style from softwaremaniacs.org (c) Ivan Sagalaev <Maniac@SoftwareManiacs.Org>
Adapted from GitHub theme

*/
.highlight-base {
  color: #000;
}
.highlight-variable {
  color: #000;
}
.highlight-variable-2 {
  color: #1a1a1a;
}
.highlight-variable-3 {
  color: #333333;
}
.highlight-string {
  color: #BA2121;
}
.highlight-comment {
  color: #408080;
  font-style: italic;
}
.highlight-number {
  color: #080;
}
.highlight-atom {
  color: #88F;
}
.highlight-keyword {
  color: #008000;
  font-weight: bold;
}
.highlight-builtin {
  color: #008000;
}
.highlight-error {
  color: #f00;
}
.highlight-operator {
  color: #AA22FF;
  font-weight: bold;
}
.highlight-meta {
  color: #AA22FF;
}
/* previously not defined, copying from default codemirror */
.highlight-def {
  color: #00f;
}
.highlight-string-2 {
  color: #f50;
}
.highlight-qualifier {
  color: #555;
}
.highlight-bracket {
  color: #997;
}
.highlight-tag {
  color: #170;
}
.highlight-attribute {
  color: #00c;
}
.highlight-header {
  color: blue;
}
.highlight-quote {
  color: #090;
}
.highlight-link {
  color: #00c;
}
/* apply the same style to codemirror */
.cm-s-ipython span.cm-keyword {
  color: #008000;
  font-weight: bold;
}
.cm-s-ipython span.cm-atom {
  color: #88F;
}
.cm-s-ipython span.cm-number {
  color: #080;
}
.cm-s-ipython span.cm-def {
  color: #00f;
}
.cm-s-ipython span.cm-variable {
  color: #000;
}
.cm-s-ipython span.cm-operator {
  color: #AA22FF;
  font-weight: bold;
}
.cm-s-ipython span.cm-variable-2 {
  color: #1a1a1a;
}
.cm-s-ipython span.cm-variable-3 {
  color: #333333;
}
.cm-s-ipython span.cm-comment {
  color: #408080;
  font-style: italic;
}
.cm-s-ipython span.cm-string {
  color: #BA2121;
}
.cm-s-ipython span.cm-string-2 {
  color: #f50;
}
.cm-s-ipython span.cm-meta {
  color: #AA22FF;
}
.cm-s-ipython span.cm-qualifier {
  color: #555;
}
.cm-s-ipython span.cm-builtin {
  color: #008000;
}
.cm-s-ipython span.cm-bracket {
  color: #997;
}
.cm-s-ipython span.cm-tag {
  color: #170;
}
.cm-s-ipython span.cm-attribute {
  color: #00c;
}
.cm-s-ipython span.cm-header {
  color: blue;
}
.cm-s-ipython span.cm-quote {
  color: #090;
}
.cm-s-ipython span.cm-link {
  color: #00c;
}
.cm-s-ipython span.cm-error {
  color: #f00;
}
.cm-s-ipython span.cm-tab {
  background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
  background-position: right;
  background-repeat: no-repeat;
}
div.output_wrapper {
  /* this position must be relative to enable descendents to be absolute within it */
  position: relative;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  z-index: 1;
}
/* class for the output area when it should be height-limited */
div.output_scroll {
  /* ideally, this would be max-height, but FF barfs all over that */
  height: 24em;
  /* FF needs this *and the wrapper* to specify full width, or it will shrinkwrap */
  width: 100%;
  overflow: auto;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  display: block;
}
/* output div while it is collapsed */
div.output_collapsed {
  margin: 0px;
  padding: 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
div.out_prompt_overlay {
  height: 100%;
  padding: 0px 0.4em;
  position: absolute;
  border-radius: 2px;
}
div.out_prompt_overlay:hover {
  /* use inner shadow to get border that is computed the same on WebKit/FF */
  -webkit-box-shadow: inset 0 0 1px #000;
  box-shadow: inset 0 0 1px #000;
  background: rgba(240, 240, 240, 0.5);
}
div.output_prompt {
  color: #D84315;
}
/* This class is the outer container of all output sections. */
div.output_area {
  padding: 0px;
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.output_area .MathJax_Display {
  text-align: left !important;
}
div.output_area .rendered_html table {
  margin-left: 0;
  margin-right: 0;
}
div.output_area .rendered_html img {
  margin-left: 0;
  margin-right: 0;
}
div.output_area img,
div.output_area svg {
  max-width: 100%;
  height: auto;
}
div.output_area img.unconfined,
div.output_area svg.unconfined {
  max-width: none;
}
div.output_area .mglyph > img {
  max-width: none;
}
/* This is needed to protect the pre formating from global settings such
   as that of bootstrap */
.output {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.output_area {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
div.output_area pre {
  margin: 0;
  padding: 1px 0 1px 0;
  border: 0;
  vertical-align: baseline;
  color: black;
  background-color: transparent;
  border-radius: 0;
}
/* This class is for the output subarea inside the output_area and after
   the prompt div. */
div.output_subarea {
  overflow-x: auto;
  padding: 0.4em;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
  max-width: calc(100% - 14ex);
}
div.output_scroll div.output_subarea {
  overflow-x: visible;
}
/* The rest of the output_* classes are for special styling of the different
   output types */
/* all text output has this class: */
div.output_text {
  text-align: left;
  color: #000;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
}
/* stdout/stderr are 'text' as well as 'stream', but execute_result/error are *not* streams */
div.output_stderr {
  background: #fdd;
  /* very light red background for stderr */
}
div.output_latex {
  text-align: left;
}
/* Empty output_javascript divs should have no height */
div.output_javascript:empty {
  padding: 0;
}
.js-error {
  color: darkred;
}
/* raw_input styles */
div.raw_input_container {
  line-height: 1.21429em;
  padding-top: 5px;
}
pre.raw_input_prompt {
  /* nothing needed here. */
}
input.raw_input {
  font-family: monospace;
  font-size: inherit;
  color: inherit;
  width: auto;
  /* make sure input baseline aligns with prompt */
  vertical-align: baseline;
  /* padding + margin = 0.5em between prompt and cursor */
  padding: 0em 0.25em;
  margin: 0em 0.25em;
}
input.raw_input:focus {
  box-shadow: none;
}
p.p-space {
  margin-bottom: 10px;
}
div.output_unrecognized {
  padding: 5px;
  font-weight: bold;
  color: red;
}
div.output_unrecognized a {
  color: inherit;
  text-decoration: none;
}
div.output_unrecognized a:hover {
  color: inherit;
  text-decoration: none;
}
.rendered_html {
  color: #000;
  /* any extras will just be numbers: */
}
.rendered_html em {
  font-style: italic;
}
.rendered_html strong {
  font-weight: bold;
}
.rendered_html u {
  text-decoration: underline;
}
.rendered_html :link {
  text-decoration: underline;
}
.rendered_html :visited {
  text-decoration: underline;
}
.rendered_html h1 {
  font-size: 185.7%;
  margin: 1.08em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h2 {
  font-size: 157.1%;
  margin: 1.27em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h3 {
  font-size: 128.6%;
  margin: 1.55em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h4 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h5 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h6 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h1:first-child {
  margin-top: 0.538em;
}
.rendered_html h2:first-child {
  margin-top: 0.636em;
}
.rendered_html h3:first-child {
  margin-top: 0.777em;
}
.rendered_html h4:first-child {
  margin-top: 1em;
}
.rendered_html h5:first-child {
  margin-top: 1em;
}
.rendered_html h6:first-child {
  margin-top: 1em;
}
.rendered_html ul:not(.list-inline),
.rendered_html ol:not(.list-inline) {
  padding-left: 2em;
}
.rendered_html ul {
  list-style: disc;
}
.rendered_html ul ul {
  list-style: square;
  margin-top: 0;
}
.rendered_html ul ul ul {
  list-style: circle;
}
.rendered_html ol {
  list-style: decimal;
}
.rendered_html ol ol {
  list-style: upper-alpha;
  margin-top: 0;
}
.rendered_html ol ol ol {
  list-style: lower-alpha;
}
.rendered_html ol ol ol ol {
  list-style: lower-roman;
}
.rendered_html ol ol ol ol ol {
  list-style: decimal;
}
.rendered_html * + ul {
  margin-top: 1em;
}
.rendered_html * + ol {
  margin-top: 1em;
}
.rendered_html hr {
  color: black;
  background-color: black;
}
.rendered_html pre {
  margin: 1em 2em;
  padding: 0px;
  background-color: #fff;
}
.rendered_html code {
  background-color: #eff0f1;
}
.rendered_html p code {
  padding: 1px 5px;
}
.rendered_html pre code {
  background-color: #fff;
}
.rendered_html pre,
.rendered_html code {
  border: 0;
  color: #000;
  font-size: 100%;
}
.rendered_html blockquote {
  margin: 1em 2em;
}
.rendered_html table {
  margin-left: auto;
  margin-right: auto;
  border: none;
  border-collapse: collapse;
  border-spacing: 0;
  color: black;
  font-size: 12px;
  table-layout: fixed;
}
.rendered_html thead {
  border-bottom: 1px solid black;
  vertical-align: bottom;
}
.rendered_html tr,
.rendered_html th,
.rendered_html td {
  text-align: right;
  vertical-align: middle;
  padding: 0.5em 0.5em;
  line-height: normal;
  white-space: normal;
  max-width: none;
  border: none;
}
.rendered_html th {
  font-weight: bold;
}
.rendered_html tbody tr:nth-child(odd) {
  background: #f5f5f5;
}
.rendered_html tbody tr:hover {
  background: rgba(66, 165, 245, 0.2);
}
.rendered_html * + table {
  margin-top: 1em;
}
.rendered_html p {
  text-align: left;
}
.rendered_html * + p {
  margin-top: 1em;
}
.rendered_html img {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.rendered_html * + img {
  margin-top: 1em;
}
.rendered_html img,
.rendered_html svg {
  max-width: 100%;
  height: auto;
}
.rendered_html img.unconfined,
.rendered_html svg.unconfined {
  max-width: none;
}
.rendered_html .alert {
  margin-bottom: initial;
}
.rendered_html * + .alert {
  margin-top: 1em;
}
[dir="rtl"] .rendered_html p {
  text-align: right;
}
div.text_cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.text_cell > div.prompt {
    display: none;
  }
}
div.text_cell_render {
  /*font-family: "Helvetica Neue", Arial, Helvetica, Geneva, sans-serif;*/
  outline: none;
  resize: none;
  width: inherit;
  border-style: none;
  padding: 0.5em 0.5em 0.5em 0.4em;
  color: #000;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
a.anchor-link:link {
  text-decoration: none;
  padding: 0px 20px;
  visibility: hidden;
}
h1:hover .anchor-link,
h2:hover .anchor-link,
h3:hover .anchor-link,
h4:hover .anchor-link,
h5:hover .anchor-link,
h6:hover .anchor-link {
  visibility: visible;
}
.text_cell.rendered .input_area {
  display: none;
}
.text_cell.rendered .rendered_html {
  overflow-x: auto;
  overflow-y: hidden;
}
.text_cell.rendered .rendered_html tr,
.text_cell.rendered .rendered_html th,
.text_cell.rendered .rendered_html td {
  max-width: none;
}
.text_cell.unrendered .text_cell_render {
  display: none;
}
.text_cell .dropzone .input_area {
  border: 2px dashed #bababa;
  margin: -1px;
}
.cm-header-1,
.cm-header-2,
.cm-header-3,
.cm-header-4,
.cm-header-5,
.cm-header-6 {
  font-weight: bold;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
}
.cm-header-1 {
  font-size: 185.7%;
}
.cm-header-2 {
  font-size: 157.1%;
}
.cm-header-3 {
  font-size: 128.6%;
}
.cm-header-4 {
  font-size: 110%;
}
.cm-header-5 {
  font-size: 100%;
  font-style: italic;
}
.cm-header-6 {
  font-size: 100%;
  font-style: italic;
}
/*!
*
* IPython notebook webapp
*
*/
@media (max-width: 767px) {
  .notebook_app {
    padding-left: 0px;
    padding-right: 0px;
  }
}
#ipython-main-app {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook_panel {
  margin: 0px;
  padding: 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook {
  font-size: 14px;
  line-height: 20px;
  overflow-y: hidden;
  overflow-x: auto;
  width: 100%;
  /* This spaces the page away from the edge of the notebook area */
  padding-top: 20px;
  margin: 0px;
  outline: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  min-height: 100%;
}
@media not print {
  #notebook-container {
    padding: 15px;
    background-color: #fff;
    min-height: 0;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
@media print {
  #notebook-container {
    width: 100%;
  }
}
div.ui-widget-content {
  border: 1px solid #ababab;
  outline: none;
}
pre.dialog {
  background-color: #f7f7f7;
  border: 1px solid #ddd;
  border-radius: 2px;
  padding: 0.4em;
  padding-left: 2em;
}
p.dialog {
  padding: 0.2em;
}
/* Word-wrap output correctly.  This is the CSS3 spelling, though Firefox seems
   to not honor it correctly.  Webkit browsers (Chrome, rekonq, Safari) do.
 */
pre,
code,
kbd,
samp {
  white-space: pre-wrap;
}
#fonttest {
  font-family: monospace;
}
p {
  margin-bottom: 0;
}
.end_space {
  min-height: 100px;
  transition: height .2s ease;
}
.notebook_app > #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
@media not print {
  .notebook_app {
    background-color: #EEE;
  }
}
kbd {
  border-style: solid;
  border-width: 1px;
  box-shadow: none;
  margin: 2px;
  padding-left: 2px;
  padding-right: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
.jupyter-keybindings {
  padding: 1px;
  line-height: 24px;
  border-bottom: 1px solid gray;
}
.jupyter-keybindings input {
  margin: 0;
  padding: 0;
  border: none;
}
.jupyter-keybindings i {
  padding: 6px;
}
.well code {
  background-color: #ffffff;
  border-color: #ababab;
  border-width: 1px;
  border-style: solid;
  padding: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
/* CSS for the cell toolbar */
.celltoolbar {
  border: thin solid #CFCFCF;
  border-bottom: none;
  background: #EEE;
  border-radius: 2px 2px 0px 0px;
  width: 100%;
  height: 29px;
  padding-right: 4px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
  display: -webkit-flex;
}
@media print {
  .celltoolbar {
    display: none;
  }
}
.ctb_hideshow {
  display: none;
  vertical-align: bottom;
}
/* ctb_show is added to the ctb_hideshow div to show the cell toolbar.
   Cell toolbars are only shown when the ctb_global_show class is also set.
*/
.ctb_global_show .ctb_show.ctb_hideshow {
  display: block;
}
.ctb_global_show .ctb_show + .input_area,
.ctb_global_show .ctb_show + div.text_cell_input,
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border-top-right-radius: 0px;
  border-top-left-radius: 0px;
}
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border: 1px solid #cfcfcf;
}
.celltoolbar {
  font-size: 87%;
  padding-top: 3px;
}
.celltoolbar select {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  width: inherit;
  font-size: inherit;
  height: 22px;
  padding: 0px;
  display: inline-block;
}
.celltoolbar select:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.celltoolbar select::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.celltoolbar select:-ms-input-placeholder {
  color: #999;
}
.celltoolbar select::-webkit-input-placeholder {
  color: #999;
}
.celltoolbar select::-ms-expand {
  border: 0;
  background-color: transparent;
}
.celltoolbar select[disabled],
.celltoolbar select[readonly],
fieldset[disabled] .celltoolbar select {
  background-color: #eeeeee;
  opacity: 1;
}
.celltoolbar select[disabled],
fieldset[disabled] .celltoolbar select {
  cursor: not-allowed;
}
textarea.celltoolbar select {
  height: auto;
}
select.celltoolbar select {
  height: 30px;
  line-height: 30px;
}
textarea.celltoolbar select,
select[multiple].celltoolbar select {
  height: auto;
}
.celltoolbar label {
  margin-left: 5px;
  margin-right: 5px;
}
.tags_button_container {
  width: 100%;
  display: flex;
}
.tag-container {
  display: flex;
  flex-direction: row;
  flex-grow: 1;
  overflow: hidden;
  position: relative;
}
.tag-container > * {
  margin: 0 4px;
}
.remove-tag-btn {
  margin-left: 4px;
}
.tags-input {
  display: flex;
}
.cell-tag:last-child:after {
  content: "";
  position: absolute;
  right: 0;
  width: 40px;
  height: 100%;
  /* Fade to background color of cell toolbar */
  background: linear-gradient(to right, rgba(0, 0, 0, 0), #EEE);
}
.tags-input > * {
  margin-left: 4px;
}
.cell-tag,
.tags-input input,
.tags-input button {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  box-shadow: none;
  width: inherit;
  font-size: inherit;
  height: 22px;
  line-height: 22px;
  padding: 0px 4px;
  display: inline-block;
}
.cell-tag:focus,
.tags-input input:focus,
.tags-input button:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.cell-tag::-moz-placeholder,
.tags-input input::-moz-placeholder,
.tags-input button::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.cell-tag:-ms-input-placeholder,
.tags-input input:-ms-input-placeholder,
.tags-input button:-ms-input-placeholder {
  color: #999;
}
.cell-tag::-webkit-input-placeholder,
.tags-input input::-webkit-input-placeholder,
.tags-input button::-webkit-input-placeholder {
  color: #999;
}
.cell-tag::-ms-expand,
.tags-input input::-ms-expand,
.tags-input button::-ms-expand {
  border: 0;
  background-color: transparent;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
.cell-tag[readonly],
.tags-input input[readonly],
.tags-input button[readonly],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  background-color: #eeeeee;
  opacity: 1;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  cursor: not-allowed;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button {
  height: auto;
}
select.cell-tag,
select.tags-input input,
select.tags-input button {
  height: 30px;
  line-height: 30px;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button,
select[multiple].cell-tag,
select[multiple].tags-input input,
select[multiple].tags-input button {
  height: auto;
}
.cell-tag,
.tags-input button {
  padding: 0px 4px;
}
.cell-tag {
  background-color: #fff;
  white-space: nowrap;
}
.tags-input input[type=text]:focus {
  outline: none;
  box-shadow: none;
  border-color: #ccc;
}
.completions {
  position: absolute;
  z-index: 110;
  overflow: hidden;
  border: 1px solid #ababab;
  border-radius: 2px;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  line-height: 1;
}
.completions select {
  background: white;
  outline: none;
  border: none;
  padding: 0px;
  margin: 0px;
  overflow: auto;
  font-family: monospace;
  font-size: 110%;
  color: #000;
  width: auto;
}
.completions select option.context {
  color: #286090;
}
#kernel_logo_widget .current_kernel_logo {
  display: none;
  margin-top: -1px;
  margin-bottom: -1px;
  width: 32px;
  height: 32px;
}
[dir="rtl"] #kernel_logo_widget {
  float: left !important;
  float: left;
}
.modal .modal-body .move-path {
  display: flex;
  flex-direction: row;
  justify-content: space;
  align-items: center;
}
.modal .modal-body .move-path .server-root {
  padding-right: 20px;
}
.modal .modal-body .move-path .path-input {
  flex: 1;
}
#menubar {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  margin-top: 1px;
}
#menubar .navbar {
  border-top: 1px;
  border-radius: 0px 0px 2px 2px;
  margin-bottom: 0px;
}
#menubar .navbar-toggle {
  float: left;
  padding-top: 7px;
  padding-bottom: 7px;
  border: none;
}
#menubar .navbar-collapse {
  clear: left;
}
[dir="rtl"] #menubar .navbar-toggle {
  float: right;
}
[dir="rtl"] #menubar .navbar-collapse {
  clear: right;
}
[dir="rtl"] #menubar .navbar-nav {
  float: right;
}
[dir="rtl"] #menubar .nav {
  padding-right: 0px;
}
[dir="rtl"] #menubar .navbar-nav > li {
  float: right;
}
[dir="rtl"] #menubar .navbar-right {
  float: left !important;
}
[dir="rtl"] ul.dropdown-menu {
  text-align: right;
  left: auto;
}
[dir="rtl"] ul#new-menu.dropdown-menu {
  right: auto;
  left: 0;
}
.nav-wrapper {
  border-bottom: 1px solid #e7e7e7;
}
i.menu-icon {
  padding-top: 4px;
}
[dir="rtl"] i.menu-icon.pull-right {
  float: left !important;
  float: left;
}
ul#help_menu li a {
  overflow: hidden;
  padding-right: 2.2em;
}
ul#help_menu li a i {
  margin-right: -1.2em;
}
[dir="rtl"] ul#help_menu li a {
  padding-left: 2.2em;
}
[dir="rtl"] ul#help_menu li a i {
  margin-right: 0;
  margin-left: -1.2em;
}
[dir="rtl"] ul#help_menu li a i.pull-right {
  float: left !important;
  float: left;
}
.dropdown-submenu {
  position: relative;
}
.dropdown-submenu > .dropdown-menu {
  top: 0;
  left: 100%;
  margin-top: -6px;
  margin-left: -1px;
}
[dir="rtl"] .dropdown-submenu > .dropdown-menu {
  right: 100%;
  margin-right: -1px;
}
.dropdown-submenu:hover > .dropdown-menu {
  display: block;
}
.dropdown-submenu > a:after {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  display: block;
  content: "\f0da";
  float: right;
  color: #333333;
  margin-top: 2px;
  margin-right: -10px;
}
.dropdown-submenu > a:after.fa-pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.fa-pull-right {
  margin-left: .3em;
}
.dropdown-submenu > a:after.pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.pull-right {
  margin-left: .3em;
}
[dir="rtl"] .dropdown-submenu > a:after {
  float: left;
  content: "\f0d9";
  margin-right: 0;
  margin-left: -10px;
}
.dropdown-submenu:hover > a:after {
  color: #262626;
}
.dropdown-submenu.pull-left {
  float: none;
}
.dropdown-submenu.pull-left > .dropdown-menu {
  left: -100%;
  margin-left: 10px;
}
#notification_area {
  float: right !important;
  float: right;
  z-index: 10;
}
[dir="rtl"] #notification_area {
  float: left !important;
  float: left;
}
.indicator_area {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] .indicator_area {
  float: left !important;
  float: left;
}
#kernel_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  border-left: 1px solid;
}
#kernel_indicator .kernel_indicator_name {
  padding-left: 5px;
  padding-right: 5px;
}
[dir="rtl"] #kernel_indicator {
  float: left !important;
  float: left;
  border-left: 0;
  border-right: 1px solid;
}
#modal_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] #modal_indicator {
  float: left !important;
  float: left;
}
#readonly-indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  margin-top: 2px;
  margin-bottom: 0px;
  margin-left: 0px;
  margin-right: 0px;
  display: none;
}
.modal_indicator:before {
  width: 1.28571429em;
  text-align: center;
}
.edit_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f040";
}
.edit_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.edit_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: ' ';
}
.command_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f10c";
}
.kernel_idle_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f111";
}
.kernel_busy_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f1e2";
}
.kernel_dead_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f127";
}
.kernel_disconnected_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.pull-right {
  margin-left: .3em;
}
.notification_widget {
  color: #777;
  z-index: 10;
  background: rgba(240, 240, 240, 0.5);
  margin-right: 4px;
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget:focus,
.notification_widget.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.notification_widget:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active:hover,
.notification_widget.active:hover,
.open > .dropdown-toggle.notification_widget:hover,
.notification_widget:active:focus,
.notification_widget.active:focus,
.open > .dropdown-toggle.notification_widget:focus,
.notification_widget:active.focus,
.notification_widget.active.focus,
.open > .dropdown-toggle.notification_widget.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  background-image: none;
}
.notification_widget.disabled:hover,
.notification_widget[disabled]:hover,
fieldset[disabled] .notification_widget:hover,
.notification_widget.disabled:focus,
.notification_widget[disabled]:focus,
fieldset[disabled] .notification_widget:focus,
.notification_widget.disabled.focus,
.notification_widget[disabled].focus,
fieldset[disabled] .notification_widget.focus {
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget .badge {
  color: #fff;
  background-color: #333;
}
.notification_widget.warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning:focus,
.notification_widget.warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.notification_widget.warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active:hover,
.notification_widget.warning.active:hover,
.open > .dropdown-toggle.notification_widget.warning:hover,
.notification_widget.warning:active:focus,
.notification_widget.warning.active:focus,
.open > .dropdown-toggle.notification_widget.warning:focus,
.notification_widget.warning:active.focus,
.notification_widget.warning.active.focus,
.open > .dropdown-toggle.notification_widget.warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  background-image: none;
}
.notification_widget.warning.disabled:hover,
.notification_widget.warning[disabled]:hover,
fieldset[disabled] .notification_widget.warning:hover,
.notification_widget.warning.disabled:focus,
.notification_widget.warning[disabled]:focus,
fieldset[disabled] .notification_widget.warning:focus,
.notification_widget.warning.disabled.focus,
.notification_widget.warning[disabled].focus,
fieldset[disabled] .notification_widget.warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.notification_widget.success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success:focus,
.notification_widget.success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.notification_widget.success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active:hover,
.notification_widget.success.active:hover,
.open > .dropdown-toggle.notification_widget.success:hover,
.notification_widget.success:active:focus,
.notification_widget.success.active:focus,
.open > .dropdown-toggle.notification_widget.success:focus,
.notification_widget.success:active.focus,
.notification_widget.success.active.focus,
.open > .dropdown-toggle.notification_widget.success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  background-image: none;
}
.notification_widget.success.disabled:hover,
.notification_widget.success[disabled]:hover,
fieldset[disabled] .notification_widget.success:hover,
.notification_widget.success.disabled:focus,
.notification_widget.success[disabled]:focus,
fieldset[disabled] .notification_widget.success:focus,
.notification_widget.success.disabled.focus,
.notification_widget.success[disabled].focus,
fieldset[disabled] .notification_widget.success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.notification_widget.info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info:focus,
.notification_widget.info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.notification_widget.info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active:hover,
.notification_widget.info.active:hover,
.open > .dropdown-toggle.notification_widget.info:hover,
.notification_widget.info:active:focus,
.notification_widget.info.active:focus,
.open > .dropdown-toggle.notification_widget.info:focus,
.notification_widget.info:active.focus,
.notification_widget.info.active.focus,
.open > .dropdown-toggle.notification_widget.info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  background-image: none;
}
.notification_widget.info.disabled:hover,
.notification_widget.info[disabled]:hover,
fieldset[disabled] .notification_widget.info:hover,
.notification_widget.info.disabled:focus,
.notification_widget.info[disabled]:focus,
fieldset[disabled] .notification_widget.info:focus,
.notification_widget.info.disabled.focus,
.notification_widget.info[disabled].focus,
fieldset[disabled] .notification_widget.info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.notification_widget.danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger:focus,
.notification_widget.danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.notification_widget.danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active:hover,
.notification_widget.danger.active:hover,
.open > .dropdown-toggle.notification_widget.danger:hover,
.notification_widget.danger:active:focus,
.notification_widget.danger.active:focus,
.open > .dropdown-toggle.notification_widget.danger:focus,
.notification_widget.danger:active.focus,
.notification_widget.danger.active.focus,
.open > .dropdown-toggle.notification_widget.danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  background-image: none;
}
.notification_widget.danger.disabled:hover,
.notification_widget.danger[disabled]:hover,
fieldset[disabled] .notification_widget.danger:hover,
.notification_widget.danger.disabled:focus,
.notification_widget.danger[disabled]:focus,
fieldset[disabled] .notification_widget.danger:focus,
.notification_widget.danger.disabled.focus,
.notification_widget.danger[disabled].focus,
fieldset[disabled] .notification_widget.danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger .badge {
  color: #d9534f;
  background-color: #fff;
}
div#pager {
  background-color: #fff;
  font-size: 14px;
  line-height: 20px;
  overflow: hidden;
  display: none;
  position: fixed;
  bottom: 0px;
  width: 100%;
  max-height: 50%;
  padding-top: 8px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  /* Display over codemirror */
  z-index: 100;
  /* Hack which prevents jquery ui resizable from changing top. */
  top: auto !important;
}
div#pager pre {
  line-height: 1.21429em;
  color: #000;
  background-color: #f7f7f7;
  padding: 0.4em;
}
div#pager #pager-button-area {
  position: absolute;
  top: 8px;
  right: 20px;
}
div#pager #pager-contents {
  position: relative;
  overflow: auto;
  width: 100%;
  height: 100%;
}
div#pager #pager-contents #pager-container {
  position: relative;
  padding: 15px 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
div#pager .ui-resizable-handle {
  top: 0px;
  height: 8px;
  background: #f7f7f7;
  border-top: 1px solid #cfcfcf;
  border-bottom: 1px solid #cfcfcf;
  /* This injects handle bars (a short, wide = symbol) for 
        the resize handle. */
}
div#pager .ui-resizable-handle::after {
  content: '';
  top: 2px;
  left: 50%;
  height: 3px;
  width: 30px;
  margin-left: -15px;
  position: absolute;
  border-top: 1px solid #cfcfcf;
}
.quickhelp {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  line-height: 1.8em;
}
.shortcut_key {
  display: inline-block;
  width: 21ex;
  text-align: right;
  font-family: monospace;
}
.shortcut_descr {
  display: inline-block;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
span.save_widget {
  height: 30px;
  margin-top: 4px;
  display: flex;
  justify-content: flex-start;
  align-items: baseline;
  width: 50%;
  flex: 1;
}
span.save_widget span.filename {
  height: 100%;
  line-height: 1em;
  margin-left: 16px;
  border: none;
  font-size: 146.5%;
  text-overflow: ellipsis;
  overflow: hidden;
  white-space: nowrap;
  border-radius: 2px;
}
span.save_widget span.filename:hover {
  background-color: #e6e6e6;
}
[dir="rtl"] span.save_widget.pull-left {
  float: right !important;
  float: right;
}
[dir="rtl"] span.save_widget span.filename {
  margin-left: 0;
  margin-right: 16px;
}
span.checkpoint_status,
span.autosave_status {
  font-size: small;
  white-space: nowrap;
  padding: 0 5px;
}
@media (max-width: 767px) {
  span.save_widget {
    font-size: small;
    padding: 0 0 0 5px;
  }
  span.checkpoint_status,
  span.autosave_status {
    display: none;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  span.checkpoint_status {
    display: none;
  }
  span.autosave_status {
    font-size: x-small;
  }
}
.toolbar {
  padding: 0px;
  margin-left: -5px;
  margin-top: 2px;
  margin-bottom: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.toolbar select,
.toolbar label {
  width: auto;
  vertical-align: middle;
  margin-right: 2px;
  margin-bottom: 0px;
  display: inline;
  font-size: 92%;
  margin-left: 0.3em;
  margin-right: 0.3em;
  padding: 0px;
  padding-top: 3px;
}
.toolbar .btn {
  padding: 2px 8px;
}
.toolbar .btn-group {
  margin-top: 0px;
  margin-left: 5px;
}
.toolbar-btn-label {
  margin-left: 6px;
}
#maintoolbar {
  margin-bottom: -3px;
  margin-top: -8px;
  border: 0px;
  min-height: 27px;
  margin-left: 0px;
  padding-top: 11px;
  padding-bottom: 3px;
}
#maintoolbar .navbar-text {
  float: none;
  vertical-align: middle;
  text-align: right;
  margin-left: 5px;
  margin-right: 0px;
  margin-top: 0px;
}
.select-xs {
  height: 24px;
}
[dir="rtl"] .btn-group > .btn,
.btn-group-vertical > .btn {
  float: right;
}
.pulse,
.dropdown-menu > li > a.pulse,
li.pulse > a.dropdown-toggle,
li.pulse.open > a.dropdown-toggle {
  background-color: #F37626;
  color: white;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
/** WARNING IF YOU ARE EDITTING THIS FILE, if this is a .css file, It has a lot
 * of chance of beeing generated from the ../less/[samename].less file, you can
 * try to get back the less file by reverting somme commit in history
 **/
/*
 * We'll try to get something pretty, so we
 * have some strange css to have the scroll bar on
 * the left with fix button on the top right of the tooltip
 */
@-moz-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-webkit-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-moz-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
@-webkit-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
/*properties of tooltip after "expand"*/
.bigtooltip {
  overflow: auto;
  height: 200px;
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
}
/*properties of tooltip before "expand"*/
.smalltooltip {
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
  text-overflow: ellipsis;
  overflow: hidden;
  height: 80px;
}
.tooltipbuttons {
  position: absolute;
  padding-right: 15px;
  top: 0px;
  right: 0px;
}
.tooltiptext {
  /*avoid the button to overlap on some docstring*/
  padding-right: 30px;
}
.ipython_tooltip {
  max-width: 700px;
  /*fade-in animation when inserted*/
  -webkit-animation: fadeOut 400ms;
  -moz-animation: fadeOut 400ms;
  animation: fadeOut 400ms;
  -webkit-animation: fadeIn 400ms;
  -moz-animation: fadeIn 400ms;
  animation: fadeIn 400ms;
  vertical-align: middle;
  background-color: #f7f7f7;
  overflow: visible;
  border: #ababab 1px solid;
  outline: none;
  padding: 3px;
  margin: 0px;
  padding-left: 7px;
  font-family: monospace;
  min-height: 50px;
  -moz-box-shadow: 0px 6px 10px -1px #adadad;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  border-radius: 2px;
  position: absolute;
  z-index: 1000;
}
.ipython_tooltip a {
  float: right;
}
.ipython_tooltip .tooltiptext pre {
  border: 0;
  border-radius: 0;
  font-size: 100%;
  background-color: #f7f7f7;
}
.pretooltiparrow {
  left: 0px;
  margin: 0px;
  top: -16px;
  width: 40px;
  height: 16px;
  overflow: hidden;
  position: absolute;
}
.pretooltiparrow:before {
  background-color: #f7f7f7;
  border: 1px #ababab solid;
  z-index: 11;
  content: "";
  position: absolute;
  left: 15px;
  top: 10px;
  width: 25px;
  height: 25px;
  -webkit-transform: rotate(45deg);
  -moz-transform: rotate(45deg);
  -ms-transform: rotate(45deg);
  -o-transform: rotate(45deg);
}
ul.typeahead-list i {
  margin-left: -10px;
  width: 18px;
}
[dir="rtl"] ul.typeahead-list i {
  margin-left: 0;
  margin-right: -10px;
}
ul.typeahead-list {
  max-height: 80vh;
  overflow: auto;
}
ul.typeahead-list > li > a {
  /** Firefox bug **/
  /* see https://github.com/jupyter/notebook/issues/559 */
  white-space: normal;
}
ul.typeahead-list  > li > a.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .typeahead-list {
  text-align: right;
}
.cmd-palette .modal-body {
  padding: 7px;
}
.cmd-palette form {
  background: white;
}
.cmd-palette input {
  outline: none;
}
.no-shortcut {
  min-width: 20px;
  color: transparent;
}
[dir="rtl"] .no-shortcut.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .command-shortcut.pull-right {
  float: left !important;
  float: left;
}
.command-shortcut:before {
  content: "(command mode)";
  padding-right: 3px;
  color: #777777;
}
.edit-shortcut:before {
  content: "(edit)";
  padding-right: 3px;
  color: #777777;
}
[dir="rtl"] .edit-shortcut.pull-right {
  float: left !important;
  float: left;
}
#find-and-replace #replace-preview .match,
#find-and-replace #replace-preview .insert {
  background-color: #BBDEFB;
  border-color: #90CAF9;
  border-style: solid;
  border-width: 1px;
  border-radius: 0px;
}
[dir="ltr"] #find-and-replace .input-group-btn + .form-control {
  border-left: none;
}
[dir="rtl"] #find-and-replace .input-group-btn + .form-control {
  border-right: none;
}
#find-and-replace #replace-preview .replace .match {
  background-color: #FFCDD2;
  border-color: #EF9A9A;
  border-radius: 0px;
}
#find-and-replace #replace-preview .replace .insert {
  background-color: #C8E6C9;
  border-color: #A5D6A7;
  border-radius: 0px;
}
#find-and-replace #replace-preview {
  max-height: 60vh;
  overflow: auto;
}
#find-and-replace #replace-preview pre {
  padding: 5px 10px;
}
.terminal-app {
  background: #EEE;
}
.terminal-app #header {
  background: #fff;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.terminal-app .terminal {
  width: 100%;
  float: left;
  font-family: monospace;
  color: white;
  background: black;
  padding: 0.4em;
  border-radius: 2px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
}
.terminal-app .terminal,
.terminal-app .terminal dummy-screen {
  line-height: 1em;
  font-size: 14px;
}
.terminal-app .terminal .xterm-rows {
  padding: 10px;
}
.terminal-app .terminal-cursor {
  color: black;
  background: white;
}
.terminal-app #terminado-container {
  margin-top: 20px;
}
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.highlight  { background: #f8f8f8; }
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.highlight .cp { color: #BC7A00 } /* Comment.Preproc */
.highlight .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */
.highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */
.highlight .cs { color: #408080; font-style: italic } /* Comment.Special */
.highlight .gd { color: #A00000 } /* Generic.Deleted */
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.highlight .gi { color: #00A000 } /* Generic.Inserted */
.highlight .go { color: #888888 } /* Generic.Output */
.highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
.highlight .gs { font-weight: bold } /* Generic.Strong */
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.highlight .gt { color: #0044DD } /* Generic.Traceback */
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<style type="text/css">
/* Overrides of notebook CSS for static HTML export */
body {
  overflow: visible;
  padding: 8px;
}

div#notebook {
  overflow: visible;
  border-top: none;
}@media print {
  div.cell {
    display: block;
    page-break-inside: avoid;
  } 
  div.output_wrapper { 
    display: block;
    page-break-inside: avoid; 
  }
  div.output { 
    display: block;
    page-break-inside: avoid; 
  }
}
</style>

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<link rel="stylesheet" href="custom.css">

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    <script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/latest.js?config=TeX-AMS_HTML"></script>
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            styles: {'.MathJax_Display': {"margin": 0}},
            linebreaks: { automatic: true }
        }
    });
    </script>
    <!-- End of mathjax configuration --></head>
<body>
  <div tabindex="-1" id="notebook" class="border-box-sizing">
    <div class="container" id="notebook-container">

<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[3]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">import</span> <span class="nn">os</span>

<span class="k">class</span> <span class="nc">IdentityMetadata</span><span class="p">():</span>
    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">base</span><span class="p">,</span> <span class="n">name</span><span class="p">,</span> <span class="n">file</span><span class="p">):</span>
        <span class="c1"># print(base, name, file)</span>
        <span class="c1"># dataset base directory</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">base</span> <span class="o">=</span> <span class="n">base</span>
        <span class="c1"># identity name</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">name</span> <span class="o">=</span> <span class="n">name</span>
        <span class="c1"># image file name</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">file</span> <span class="o">=</span> <span class="n">file</span>

    <span class="k">def</span> <span class="fm">__repr__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">image_path</span><span class="p">()</span>

    <span class="k">def</span> <span class="nf">image_path</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
        <span class="k">return</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">base</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">name</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">file</span><span class="p">)</span> 
    
<span class="k">def</span> <span class="nf">load_metadata</span><span class="p">(</span><span class="n">path</span><span class="p">):</span>
    <span class="n">metadata</span> <span class="o">=</span> <span class="p">[]</span>
    <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="n">os</span><span class="o">.</span><span class="n">listdir</span><span class="p">(</span><span class="n">path</span><span class="p">):</span>
        <span class="k">for</span> <span class="n">f</span> <span class="ow">in</span> <span class="n">os</span><span class="o">.</span><span class="n">listdir</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">path</span><span class="p">,</span> <span class="n">i</span><span class="p">)):</span>
            <span class="c1"># Check file extension. Allow only jpg/jpeg&#39; files.</span>
            <span class="n">ext</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">splitext</span><span class="p">(</span><span class="n">f</span><span class="p">)[</span><span class="mi">1</span><span class="p">]</span>
            <span class="k">if</span> <span class="n">ext</span> <span class="o">==</span> <span class="s1">&#39;.jpg&#39;</span> <span class="ow">or</span> <span class="n">ext</span> <span class="o">==</span> <span class="s1">&#39;.jpeg&#39;</span><span class="p">:</span>
                <span class="n">metadata</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">IdentityMetadata</span><span class="p">(</span><span class="n">path</span><span class="p">,</span> <span class="n">i</span><span class="p">,</span> <span class="n">f</span><span class="p">))</span>
    <span class="k">return</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="n">metadata</span><span class="p">)</span>

<span class="c1"># metadata = load_metadata(&#39;images&#39;)</span>
<span class="n">metadata</span> <span class="o">=</span> <span class="n">load_metadata</span><span class="p">(</span><span class="s1">&#39;PINS&#39;</span><span class="p">)</span>
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    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">cv2</span>
<span class="k">def</span> <span class="nf">load_image</span><span class="p">(</span><span class="n">path</span><span class="p">):</span>
    <span class="n">img</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">imread</span><span class="p">(</span><span class="n">path</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span>
    <span class="c1"># OpenCV loads images with color channels</span>
    <span class="c1"># in BGR order. So we need to reverse them</span>
    <span class="k">return</span> <span class="n">img</span><span class="p">[</span><span class="o">...</span><span class="p">,::</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span>
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<div class="cell border-box-sizing code_cell rendered">
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Load an image</span>
<span class="c1"># for example, loading the image with index 1</span>
<span class="n">load_image</span><span class="p">(</span><span class="n">metadata</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">image_path</span><span class="p">())</span>
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<pre>array([[[233, 188, 165],
        [231, 186, 163],
        [220, 178, 156],
        ...,
        [106,  63,  72],
        [106,  63,  72],
        [106,  63,  72]],

       [[232, 187, 164],
        [233, 188, 165],
        [220, 178, 156],
        ...,
        [106,  63,  72],
        [106,  63,  72],
        [106,  63,  72]],

       [[230, 186, 161],
        [228, 184, 159],
        [206, 164, 140],
        ...,
        [106,  63,  72],
        [106,  63,  72],
        [106,  63,  72]],

       ...,

       [[198, 118,  91],
        [197, 120,  94],
        [195, 119,  95],
        ...,
        [ 78,  66,  76],
        [ 78,  66,  76],
        [ 78,  66,  76]],

       [[200, 120,  93],
        [200, 120,  93],
        [198, 121,  95],
        ...,
        [ 78,  66,  76],
        [ 78,  66,  76],
        [ 78,  66,  76]],

       [[201, 121,  94],
        [201, 121,  94],
        [199, 122,  96],
        ...,
        [ 78,  66,  76],
        [ 78,  66,  76],
        [ 78,  66,  76]]], dtype=uint8)</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">tensorflow.keras.models</span> <span class="kn">import</span> <span class="n">Sequential</span>
<span class="kn">from</span> <span class="nn">tensorflow.keras.layers</span> <span class="kn">import</span> <span class="n">ZeroPadding2D</span><span class="p">,</span> <span class="n">Convolution2D</span><span class="p">,</span> <span class="n">MaxPooling2D</span><span class="p">,</span> <span class="n">Dropout</span><span class="p">,</span> <span class="n">Flatten</span><span class="p">,</span> <span class="n">Activation</span>

<span class="k">def</span> <span class="nf">vgg_face</span><span class="p">():</span>	
    <span class="n">model</span> <span class="o">=</span> <span class="n">Sequential</span><span class="p">()</span>
    <span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">ZeroPadding2D</span><span class="p">((</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">),</span><span class="n">input_shape</span><span class="o">=</span><span class="p">(</span><span class="mi">224</span><span class="p">,</span><span class="mi">224</span><span class="p">,</span> <span class="mi">3</span><span class="p">)))</span>
    <span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">Convolution2D</span><span class="p">(</span><span class="mi">64</span><span class="p">,</span> <span class="p">(</span><span class="mi">3</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="n">activation</span><span class="o">=</span><span class="s1">&#39;relu&#39;</span><span class="p">))</span>
    <span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">ZeroPadding2D</span><span class="p">((</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">)))</span>
    <span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">Convolution2D</span><span class="p">(</span><span class="mi">64</span><span class="p">,</span> <span class="p">(</span><span class="mi">3</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="n">activation</span><span class="o">=</span><span class="s1">&#39;relu&#39;</span><span class="p">))</span>
    <span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">MaxPooling2D</span><span class="p">((</span><span class="mi">2</span><span class="p">,</span><span class="mi">2</span><span class="p">),</span> <span class="n">strides</span><span class="o">=</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span><span class="mi">2</span><span class="p">)))</span>
    
    <span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">ZeroPadding2D</span><span class="p">((</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">)))</span>
    <span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">Convolution2D</span><span class="p">(</span><span class="mi">128</span><span class="p">,</span> <span class="p">(</span><span class="mi">3</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="n">activation</span><span class="o">=</span><span class="s1">&#39;relu&#39;</span><span class="p">))</span>
    <span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">ZeroPadding2D</span><span class="p">((</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">)))</span>
    <span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">Convolution2D</span><span class="p">(</span><span class="mi">128</span><span class="p">,</span> <span class="p">(</span><span class="mi">3</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="n">activation</span><span class="o">=</span><span class="s1">&#39;relu&#39;</span><span class="p">))</span>
    <span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">MaxPooling2D</span><span class="p">((</span><span class="mi">2</span><span class="p">,</span><span class="mi">2</span><span class="p">),</span> <span class="n">strides</span><span class="o">=</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span><span class="mi">2</span><span class="p">)))</span>
    
    <span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">ZeroPadding2D</span><span class="p">((</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">)))</span>
    <span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">Convolution2D</span><span class="p">(</span><span class="mi">256</span><span class="p">,</span> <span class="p">(</span><span class="mi">3</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="n">activation</span><span class="o">=</span><span class="s1">&#39;relu&#39;</span><span class="p">))</span>
    <span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">ZeroPadding2D</span><span class="p">((</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">)))</span>
    <span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">Convolution2D</span><span class="p">(</span><span class="mi">256</span><span class="p">,</span> <span class="p">(</span><span class="mi">3</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="n">activation</span><span class="o">=</span><span class="s1">&#39;relu&#39;</span><span class="p">))</span>
    <span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">ZeroPadding2D</span><span class="p">((</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">)))</span>
    <span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">Convolution2D</span><span class="p">(</span><span class="mi">256</span><span class="p">,</span> <span class="p">(</span><span class="mi">3</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="n">activation</span><span class="o">=</span><span class="s1">&#39;relu&#39;</span><span class="p">))</span>
    <span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">MaxPooling2D</span><span class="p">((</span><span class="mi">2</span><span class="p">,</span><span class="mi">2</span><span class="p">),</span> <span class="n">strides</span><span class="o">=</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span><span class="mi">2</span><span class="p">)))</span>
    
    <span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">ZeroPadding2D</span><span class="p">((</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">)))</span>
    <span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">Convolution2D</span><span class="p">(</span><span class="mi">512</span><span class="p">,</span> <span class="p">(</span><span class="mi">3</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="n">activation</span><span class="o">=</span><span class="s1">&#39;relu&#39;</span><span class="p">))</span>
    <span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">ZeroPadding2D</span><span class="p">((</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">)))</span>
    <span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">Convolution2D</span><span class="p">(</span><span class="mi">512</span><span class="p">,</span> <span class="p">(</span><span class="mi">3</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="n">activation</span><span class="o">=</span><span class="s1">&#39;relu&#39;</span><span class="p">))</span>
    <span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">ZeroPadding2D</span><span class="p">((</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">)))</span>
    <span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">Convolution2D</span><span class="p">(</span><span class="mi">512</span><span class="p">,</span> <span class="p">(</span><span class="mi">3</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="n">activation</span><span class="o">=</span><span class="s1">&#39;relu&#39;</span><span class="p">))</span>
    <span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">MaxPooling2D</span><span class="p">((</span><span class="mi">2</span><span class="p">,</span><span class="mi">2</span><span class="p">),</span> <span class="n">strides</span><span class="o">=</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span><span class="mi">2</span><span class="p">)))</span>
    
    <span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">ZeroPadding2D</span><span class="p">((</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">)))</span>
    <span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">Convolution2D</span><span class="p">(</span><span class="mi">512</span><span class="p">,</span> <span class="p">(</span><span class="mi">3</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="n">activation</span><span class="o">=</span><span class="s1">&#39;relu&#39;</span><span class="p">))</span>
    <span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">ZeroPadding2D</span><span class="p">((</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">)))</span>
    <span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">Convolution2D</span><span class="p">(</span><span class="mi">512</span><span class="p">,</span> <span class="p">(</span><span class="mi">3</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="n">activation</span><span class="o">=</span><span class="s1">&#39;relu&#39;</span><span class="p">))</span>
    <span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">ZeroPadding2D</span><span class="p">((</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">)))</span>
    <span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">Convolution2D</span><span class="p">(</span><span class="mi">512</span><span class="p">,</span> <span class="p">(</span><span class="mi">3</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="n">activation</span><span class="o">=</span><span class="s1">&#39;relu&#39;</span><span class="p">))</span>
    <span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">MaxPooling2D</span><span class="p">((</span><span class="mi">2</span><span class="p">,</span><span class="mi">2</span><span class="p">),</span> <span class="n">strides</span><span class="o">=</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span><span class="mi">2</span><span class="p">)))</span>
    
    <span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">Convolution2D</span><span class="p">(</span><span class="mi">4096</span><span class="p">,</span> <span class="p">(</span><span class="mi">7</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span> <span class="n">activation</span><span class="o">=</span><span class="s1">&#39;relu&#39;</span><span class="p">))</span>
    <span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">Dropout</span><span class="p">(</span><span class="mf">0.5</span><span class="p">))</span>
    <span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">Convolution2D</span><span class="p">(</span><span class="mi">4096</span><span class="p">,</span> <span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span> <span class="n">activation</span><span class="o">=</span><span class="s1">&#39;relu&#39;</span><span class="p">))</span>
    <span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">Dropout</span><span class="p">(</span><span class="mf">0.5</span><span class="p">))</span>
    <span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">Convolution2D</span><span class="p">(</span><span class="mi">2622</span><span class="p">,</span> <span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">)))</span>
    <span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">Flatten</span><span class="p">())</span>
    <span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">Activation</span><span class="p">(</span><span class="s1">&#39;softmax&#39;</span><span class="p">))</span>
    <span class="k">return</span> <span class="n">model</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">tensorflow.keras.models</span> <span class="kn">import</span> <span class="n">model_from_json</span>
<span class="n">model</span> <span class="o">=</span> <span class="n">vgg_face</span><span class="p">()</span>
<span class="n">model</span><span class="o">.</span><span class="n">load_weights</span><span class="p">(</span><span class="s1">&#39;vgg_face_weights.h5&#39;</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">tensorflow.keras.models</span> <span class="kn">import</span> <span class="n">Model</span>
<span class="n">vgg_face_descriptor</span> <span class="o">=</span> <span class="n">Model</span><span class="p">(</span><span class="n">inputs</span><span class="o">=</span><span class="n">model</span><span class="o">.</span><span class="n">layers</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">input</span><span class="p">,</span> <span class="n">outputs</span><span class="o">=</span><span class="n">model</span><span class="o">.</span><span class="n">layers</span><span class="p">[</span><span class="o">-</span><span class="mi">2</span><span class="p">]</span><span class="o">.</span><span class="n">output</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Get embedding vector for first image in the metadata using the pre-trained model</span>

<span class="n">img_path</span> <span class="o">=</span> <span class="n">metadata</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">image_path</span><span class="p">()</span>
<span class="n">img</span> <span class="o">=</span> <span class="n">load_image</span><span class="p">(</span><span class="n">img_path</span><span class="p">)</span>

<span class="c1"># Normalising pixel values from [0-255] to [0-1]: scale RGB values to interval [0,1]</span>
<span class="n">img</span> <span class="o">=</span> <span class="p">(</span><span class="n">img</span> <span class="o">/</span> <span class="mf">255.</span><span class="p">)</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">float32</span><span class="p">)</span>

<span class="n">img</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">resize</span><span class="p">(</span><span class="n">img</span><span class="p">,</span> <span class="n">dsize</span> <span class="o">=</span> <span class="p">(</span><span class="mi">224</span><span class="p">,</span><span class="mi">224</span><span class="p">))</span>
<span class="nb">print</span><span class="p">(</span><span class="n">img</span><span class="o">.</span><span class="n">shape</span><span class="p">)</span>

<span class="c1"># Obtain embedding vector for an image</span>
<span class="c1"># Get the embedding vector for the above image using vgg_face_descriptor model and print the shape </span>

<span class="n">embedding_vector</span> <span class="o">=</span> <span class="n">vgg_face_descriptor</span><span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">expand_dims</span><span class="p">(</span><span class="n">img</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">))[</span><span class="mi">0</span><span class="p">]</span>
<span class="nb">print</span><span class="p">(</span><span class="n">embedding_vector</span><span class="o">.</span><span class="n">shape</span><span class="p">)</span>
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<pre>(224, 224, 3)
(2622,)
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">embeddings</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">((</span><span class="n">metadata</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="mi">2622</span><span class="p">))</span>
<span class="n">k</span> <span class="o">=</span> <span class="mi">0</span>
<span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">m</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">metadata</span><span class="p">):</span>
    <span class="k">try</span><span class="p">:</span>
        <span class="n">img</span> <span class="o">=</span> <span class="n">load_image</span><span class="p">(</span><span class="n">m</span><span class="o">.</span><span class="n">image_path</span><span class="p">())</span>
        <span class="k">if</span> <span class="n">k</span> <span class="o">%</span> <span class="mi">500</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
            <span class="nb">print</span><span class="p">(</span><span class="n">k</span><span class="p">)</span>
        <span class="c1"># scale RGB values to interval [0,1]</span>
        <span class="n">img</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">resize</span><span class="p">(</span><span class="n">img</span><span class="p">,</span> <span class="n">dsize</span> <span class="o">=</span> <span class="p">(</span><span class="mi">224</span><span class="p">,</span><span class="mi">224</span><span class="p">))</span>
        <span class="n">img</span> <span class="o">=</span> <span class="p">(</span><span class="n">img</span> <span class="o">/</span> <span class="mf">255.</span><span class="p">)</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">float32</span><span class="p">)</span>
        <span class="c1"># obtain embedding vector for image</span>
        <span class="n">embeddings</span><span class="p">[</span><span class="n">i</span><span class="p">]</span> <span class="o">=</span> <span class="n">vgg_face_descriptor</span><span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">expand_dims</span><span class="p">(</span><span class="n">img</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">))[</span><span class="mi">0</span><span class="p">]</span>
        <span class="n">k</span> <span class="o">+=</span> <span class="mi">1</span>
    <span class="k">except</span> <span class="ne">Exception</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
        <span class="nb">print</span><span class="p">(</span><span class="nb">str</span><span class="p">(</span><span class="n">e</span><span class="p">))</span>
        <span class="nb">print</span><span class="p">(</span><span class="n">i</span><span class="p">,</span><span class="n">m</span><span class="p">)</span>
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<pre>0
500
1000
1500
2000
2500
3000
3500
4000
4500
5000
5500
6000
6500
7000
7500
8000
8500
9000
9500
10000
10500
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">distance</span><span class="p">(</span><span class="n">emb1</span><span class="p">,</span> <span class="n">emb2</span><span class="p">):</span>
    <span class="k">return</span> <span class="n">np</span><span class="o">.</span><span class="n">sum</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">square</span><span class="p">(</span><span class="n">emb1</span> <span class="o">-</span> <span class="n">emb2</span><span class="p">))</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>

<span class="k">def</span> <span class="nf">show_pair</span><span class="p">(</span><span class="n">idx1</span><span class="p">,</span> <span class="n">idx2</span><span class="p">):</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">8</span><span class="p">,</span><span class="mi">3</span><span class="p">))</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">suptitle</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;Distance = </span><span class="si">{</span><span class="n">distance</span><span class="p">(</span><span class="n">embeddings</span><span class="p">[</span><span class="n">idx1</span><span class="p">],</span> <span class="n">embeddings</span><span class="p">[</span><span class="n">idx2</span><span class="p">])</span><span class="si">:</span><span class="s1">.2f</span><span class="si">}</span><span class="s1">&#39;</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">subplot</span><span class="p">(</span><span class="mi">121</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">imshow</span><span class="p">(</span><span class="n">load_image</span><span class="p">(</span><span class="n">metadata</span><span class="p">[</span><span class="n">idx1</span><span class="p">]</span><span class="o">.</span><span class="n">image_path</span><span class="p">()))</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">subplot</span><span class="p">(</span><span class="mi">122</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">imshow</span><span class="p">(</span><span class="n">load_image</span><span class="p">(</span><span class="n">metadata</span><span class="p">[</span><span class="n">idx2</span><span class="p">]</span><span class="o">.</span><span class="n">image_path</span><span class="p">()));</span>    

<span class="n">show_pair</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">)</span>
<span class="n">show_pair</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">180</span><span class="p">)</span>
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l3X4DwXL73C+fPnmc1mDIdDZrM5Fx4/x3Q2ZjKpaLcLJnWJ0kKwNUELy6XFa423jlYh7Bw7zs3rl/EEpvOSRVmR5Tlbm31u3biO3tygnk/pGMVmr8XwxlUeP3UKI6AlTtJ5npPrPFKt1qO1RBrUB0wmKHEQ6jgXCCgV5w7vfYzmtAGiw620pk6kkVIKpQwSVPTRVwmYda5SY0ThRcU5KHhEZ9TWkuw9mVLoosOZ8xd47ZWXKesKFYT93V1yk3HmsdPMx2Pyfp/5Zsl0MmK81UfrjHy2oKwqvumbnuL5519g9/ZttFa0soJTJ07zmX/+2zzxxPt4+vEnGe/fot0peH48YWujS7UoEedoZYbCaK5eu8mZM49RzmcY5VkuS5zOsMsKo47y27/9W2kefbMk0zvD/aA9fwD44+n5PwI+xdfI+N2ZZ1Poasbo6mv0jhxBVT2yqoNWOTt5zsamQm1vkmcdrHV47zFGr70pay1KrygMgw+Jc9cKdNxGjAGtSbdqsnwhJgC9ZzabMZ5OGI5G7E4mLOuK4XjEYH/IcDjkxo0bjAZjyrJkMBgwHo4Yj8eMpxMGgxFldUC3qmRM4d6VGYfrYu5tau+sPXpjaXeiYCJ5+7q9BNRBziK41YWP24aDa7DKQdytEFjXVx5SwoUVPezTFw0q7gO/Ip9BHajAwkoRtj69OxP5xhistfe8Cg2+Ir5m49mnfPxkOqXbaTOeL5gvFhhjyLVhfzigXbTo9fssqwpbVyAeZTRkmhrY3R+CMrTbXZbLGvEp10bA+5j3Cy7eZibX3Lh1HaMyxpMlg+GEunYcObLF8RMnmE8nGCXcvnGdp598H1/6gz+k9U0f5ls/+m1YW+JsFSnNEKK2IBhEa7yzmKLA20hJOudALGIyjIm0JUriuaQxtKIybfCIMvFaWAdGoUyOd6sRHpBkdL2t1nlAb0MkosRTGI3zGhfA49F5CxHF6bPnWJZzRnu7hOARowk+4+zZs0xGY+bTOZPeBvVxh7c3qMsFWaZ44Q9foN3JGOwO2Dm2w83be4wmCz727R9hPlswnU64fPUaeW5ADP2NLW7d3mNZlszGEypnefrp97G3t4etl/gAGxvblPMF/c0trl+/CkWOX82fb7vG8a3hnRq/APxKquv5+yGETwAnQgjXAUII10Xk+Ds9ya/65O6IsDydVkFVVSzKGabIaG1sopXBWg8CWgmGNFGrlTY0TvpKCd55XF0hJt3EIXpqWasgeI+dz4HorTkX7khIK6VoIRS9Lsc2+zyjdRwkAqDWSXilFOKjMdWZSQNDQfIGyYqVG5iUNx7qZbxJbKCyNZPJhHK5ZD6fM5xMGU6nDPZHlGXJ/v4+t27tMplM2N/fZ38woq5rxqMRw9Eoes3jMdYfXLfVv6vhJhKpW08sQpUkCFqbnPV194lKZp3A9yEgRM90dW1E5K5o2IM/KEsJwaF0hndpDGgdj6E0OI/RCm/r15lnY+Kk0Ri+t4wHajzrzOBrizE5+/uDZChgY2MD8YFyPqfdbpPneRKlKAaDARub2ywWC0yusNbhXByvWmusjaKOPM8BqJzH+ZgCabcKQnCcPvsEX/7SC2RZgYil3+9z8+ZNzp8/z2TvNuPRiG6nRSGBqqro9DsUpo9dVogyFCrWAQdv0SFDZwWLaklA0dEZQRtQGS6JU7wPGDGJvjxwJqPIRwisxpcQQhTpreaU+KuFtdBlBaM0nhq8X+cDtQLvwdYevKfodMmyDFvVzMYDXG2REGi3Oyxnc9rtLttbG4xnU4pM0++0IdNYH8iKFrv7A06fPsF8NqEqS8bjIZcvX8YozdbWFjs7O5w8eZwrVy8SnEdU4NSpk+wOBly/fp1queTYzhHKRckCcN6xmI5QWtHKchCNBAvIPR3vd4p3avy+I4RwLQ2IXxWR597qB0XkR4EffYfHf1totVoopaIXdUhhJRJpiVVt7uq91U1zkFyWOx6ruMVVNTpFfF4OBek+oHSiIGoLaR9aKbAuaV+EECwGUMpga4uzVTxuusGjkawQFfCzRSJEiF4uAbxbn5+ynu1uG+l1kGNHIMujREvrZDRSNOaTN+UdhMBiWTMcj5hMJgxGI6bTKVVZMtgfMRgMuHzjGuPxmMUiUsKT0ZjxeLz+TLmoKOsDkmIdeR4akJoDo+gOveXXWqCVug1ypXHp3ASwrj4QCwWXwj0PEqkluYcuemX0msjvLeOBGs/OOYwWjh07xu3bu/S6BUop5vM5j508Rd1us1wuKYqCEAKdTgeA2WwGwOOPP85wf7g2FMu6SuP0YGwD5NpAsGit0Vozm82YLeYsFgva3S7GGNqtFovZhG63TdCBqio5cfwor712kW/+5g+Tb3YoioJ2u7NWeq8iTB0CeZ7jfBS3eO9RRqKgJcQRcyCaCxyamg6ubzhQcq4GzsrYHZ7LVs7k3dsopfDOJSdBo0wOzuEQto8cZTIdkRVtMoHh3j6tToft7U1msxmtLKeV54zVgmpZYYxhPB7T63ViFJ7nbG3tcPv2bY4fP05VLtnY2MBaG+eTwYButwtKePKpp7jy//4GRadNnsRH3nvm8zmtVouiKOh2uwwGA0L6je6H4YN3aPxCCNfS/7dE5BeBjwI3ReRU8hJPAbfe4LOfAD4B711HiH6vR5EbCGCSF+i0JlMaiEpQ6yqMjl7hKho7TJ+aLCPYaMhUSNsk78ylCTYoRWZ09Na0gAMxJg7C5L2ub1LFgdCGJMIxcTBoAwSfBkO86ZUCQpQUB+9jnkE02HiuRgRf1dEIGR2T6oq4DeC9w9Yu5Q8O1GJ5EI532hxtFTx+4hgBl+xiiB6sc4iP5xwHrUeFGOWmiwSdNrgAJkVmeQ5VNOS2qgjOM5+XLBYLpvMZo9mU6WLOaDxlPJ0wX5aMRiNuXr3FrevX2L91g9Hg9jrnunCeRR0oq5gRcXgs0dDemRlInm6KrlfeflNm8uZ40MazUgpnHfv7+3z4Q89y5doVFoslUHPz5k267TZKxfKBbrdLuZyvP7coLR/5lm/lt37rM9ze3cVkenWe0fApTVVViZGIhWXtooWIsD+IVGllA8c3umxsb1GVJf3NHqPbtzi+2YHg2du9wXQyoKrnbG2cYjAYkGctyOKYstZiTIELHl8HtDEoZUj6lphaKWQdwYVwmP4/5PiGVdlCiE6rPpiTRB3i/0lUsWKdggghRGf7kBFUAra2ZMbQbm1Sl3Mef+oDXHrlRbx4Hjt3lsHuHuJhubNkOp2yNxwwWSxYLKMDMBiPYBm4efMmx48f5/r1q5w7cx5vHcYYtrc3yfMcY2Bvr8dsMsV5eP5LX+SjH/lWbu/ucevWLa5f3eODH36KK1ev4m2NMYZ6WeIPtaiJTNEDVOogIl1AhRAm6fn3AD8F/BLw54CfTv//n+/Gib5TaAXdbgelA+hANHYuqTbjxQ3Bgyg8DmstIeX18A5rI33WarXw3mJColC0OuTBHbopQzR4eE9Q4OqYixClYnQT7vRq1lSGVqgs/ix1bVHpvtbmUI5uNUBswBFSQHQ49xZjK58MogqCUvG7SRCM1gQvUT5NSrSHVQSs1qMwKB/l0lqQoBFFMiY1GkFlipCkyM45/HiMiJDlOdVyidaauq7Jco13jhACWV2hvaffzzi9dQSTnaT2Dp1F56Belui6ZDHaY+/yqyz3bhMqy+7t2+TtPt2tTX7nhVeY1hX/2r/153n/H/uuSAXH2Dl9f+FP/Zs/yC/8wi+sI+LG8L05HsTx7F1kR3q9HkePHeP3v/BFuu0cXGC5KMl0pNcmkwm3bt2iaGU89thjPPf8i/yRDz3LSy+9hMky2slITiczut0ulatotVrMZgsArHe0tKAC9HobXHz1Grf2R5w6sc14MuG8KFyA2zdv0ckEoxR2WfKhDz3LCy+/iNaK4XBIURQYY8iKItL4KZe3rCr625uUlcOHgNKRjVkxSgSFd6DEHJrk1ep3WdcJS1Khr/KBkkRASiXHWkfWBEiG06VtHd5aArEmbz6f0ypygvNU1iNZgRjNkTNn2b18idy0OH7yDK/NXmBzs8/R7R062RW0wGa/w7Ss6HfaWOsZjwacO3uWXqcbyyDaPUaDPc6cPsnzzz/PaLjPeDig39/k6tWrFK0OygUuX7yIznKOH9lkPBiwvbWJMYbZbEbwDtErJf39Ij3fWeR3AvjFNOEa4B+HED4pIr8D/LyI/AhwCfhT7/w0vzqsc0pEh6mVx9xQu9/F5Drm9VQs8tRaEAn44ACVPC+99rqMifm3zOTUXhFEEIlFr6uaISUqenda42yFq12KPhSiFUGgtnUs8AzqIPoDbPAYHXNU3vr1wFhRnN4dULBGHS5odWhZ5RgOIjOVtGCeAKKiiQwBUfF7eAIxaI2y8FUeMViHc/V6/6sbT60GHCvvMWDrOlJTJkaRVfBgIcuE3BRx+6AIVsUbWkAZjRYDOn43a23ySt06b6kS3++ci8YwwKljR7l6a4+ltzCfoKxF2wVhfJu66JJ3N1hW9ZrCvn79arxuh6jrxgC+KR688Zzsx+7uLu12QZ4r5vOKzV4HnRccOXJkncYoioJ+v8tkNsV7z8c//nH++W9/hul0itaa0WhEnufraO9wTr5QB4xKtbSghG6/g2hDLiFGdMGx0+uQUdPttMhzw9VrV/i+7/1exosJle3R6XXXtCYqUqgEhTE5IQgmKxCT4X00QgA+qHWEJyKJSZHkzKYL4A4ca0nfV+tI88eoMWbfIRWhKxUFLGhQPopfjEYHTV3H2kbxAStpn0Zjg6PT22LnpGUx3KNeVpw9d4HLF1/h6PYWm/0u/WmHwWRKr9djNJ5HPYR1XL9ylSM7RxFR7N2+SavVYjjY48L5s4RzjzHYPwHOs3frNsvlgitXLtHtdmm3Opw7d44vv/gcdbkkFIGiiLqMvCju++31VRu/EMIrwIfv8foe8J3v5KS+Wtyd9Tk82Sli7mfFUStjwGRJiBnWkY/1jiAelZkYGXlZT/hZ0Yr7dVA7S57nhCTWKNpt8AddY6K0GUTpGBlKDN9Xnpy3EjUbRhCt1/mwaCwdwTrEZIREN+rY5iLy4EFQKEIyzh5QKkZXWA9aIToaTxUC3rtUUEtK7kdjqUUhakW5RsMblEav8hIhOgfVcon1q7xmQJRE+XQI6Cyjsss4AbUyjI5RX7COPM+R4AkS4mBUCpVuOecCyhhCkohH0YtNwh5HnhdorZnP5yjrqYPgy5IszzCtNlQ108pSW4/paHAWIzEHKFqxP9i9I7/bGL43x4M4nuPxYzeQqopKxo2NDvWyptPto5Qiz3N2d3dZLBZ0NzoM9/ao65qLl15jMBiglTCdzylaOc5G8YdLua+iKCjLEpUJrSLHOcdwOGQ6neN8YLFY8OTj5xjcusGTZ88yHw8xoUId3WZ/f59cw8nTp6mvXqHb6ceh5z0ueDT6DuGK54Bh8RJnKkdyKkmdWFRkckLwaGInlMjs6IN7OCmnnbuTBozzxmG9AsT8YdIoILGWWRms8zGVodN+vRBUhmSazZ3jjPf38EHRaRdkrSJehwuPc+nmTTZ7Xa7vjTBKs1gu4gQBXLp0iRMnTtHtdtnY6PHxj3+cz3/+cwwGe+zt3gLn2d7epqwrQDEYDdndm6GUYjQaceToUapymVTzQl0v0/cSrLs/Y/chXs9vtSTGQdsirTVFu4MxeVRyqcjBK2XwKIJojMnxPopPjDExOZwm0VX+KMsyiiyPSilrqet6rf5cVsuYxF21MvIe5zzeRYmzszZKq7VGGY1HxRtVRcNbVkuWdYWVWKxqlKBN4v7TOXgfJ3mldfQmlcEhIBqVF2iTIyrDBwWi0HmGT4NJp9zjKte36sfncbDygFM+MIhfJ8gLU5CpjEzlGJOT522KVrqWpk3LRLGBsxXB1RgdhSlaVHpAbnQ0hsGhNIiK5QuIJVCjCGRKyEWjdbx+ZVUzmU2ZLufM7IJJOaWsalySo4pW1Cl6FB9S1GvWnSoafP0jb7cYDAZ476mqina7TVmWa2N19OhRNrY2CSGwPxyxqD23bt0iyzKOHDmCURpb1fgQjV6e5/jaUpfL1JcioEVRmIx6WbNYlASELMsYj0bsbG7R7/epqiiYKcuSD3zgA4zHY2azGXk7qiB1Fp05l9qfuUT1Q0xLsEc47Y0AACAASURBVIruDtX7hNQoYzXWVvCpBnBVBuFCHPukuWiVs18xU4f1CasSLNFxXouDLTrbWhu0NpisiPpRZaITrjTORiN95MRpxGTUgWTMNjh69Cj9fj9GykWB0ZqiKNjobzKdzHjmmQ/ysY99bP0b/fqv/xoXL17k85//PE8/80FCEHq9HsvlEq2F48ePs7GxgfeenZ0dFvM5ZVlGihrWatxVhH4/8BAbvwg5pL4MQda99QiKEFL3AHVgBA6rOf26bC3eOCvDsxJ+HO7WEkKIiizno/GrXYwoDxnh4AC/it7i9niPt1EMYpQm0wqj9LpgFhVvfjE61hMqWT9EKZAQKdtV15nUcYbgCD5GZwGJNT4hfk8v0dB7FD7IOpmuVDRISEyaa4n5TKUUXjw2WLw44mB1OF9T2SUuWLz41LMQPAqls0ixKpOusY4P4nXXKou5jhBF3D7Es0erOIkgMT+AxlYO5cDNa9ysQi0rcgm4ZYlSxIgx/YYSoqtTlQdtkZqo7+sXWgvGGCaTyR1KTWMM169fx3vPdDplOp0SRMjzSCdevHiRGzdusLd3e533XalCV7now5NqlmUYY1gul9QpHVAUBZ1OZ/26DZ7FYsGtW7d4/PHHmU5mlOXyjtZiJjma0ZFUyXnWhwQs0QCvnOk3wz0n/XXj/VUPz8NKUX/wOmr9vVfCNkKcP1bntYr8Vv/Hh6bT7dLb3GC5XNLtbdDtdtet4fI8RshZlqHTvmezBVVVcfHiRS5cuMB0OmU4HLKzs8Px48d5//uf5uRjp5nPS+bzOb1ej49+9KPRkVguUKLJTA5I0lqE92TMPlS9Pe+4XOKjMUJjBYrgMDqqLZXRBJ2hVbFWYLraRuk8KnZcEKG2Ufm5usmcc2id4dIN432kEbKkSgkpp6WMRutY4MqqOY9IEq3Emj7r3fqmrV1AwkqGfXBziwLvD6iT9Y3sQ6wPUABqLQlGRQolJM8whIC3FgmOTOtYPudqtEgqHE1Ui/eYoNMFjIUKPkmufaJaXIh0kUYjK+XYofOKFLFHmYw8b0UxUADrA2U5p50XkV7RJn5eSTRcNn0+LfjpQ6DyNUoZer2ttUq1rKsUOXtUpsiLgvl8vh680SALzgc0huFodF/usQbvHeKYi/facllR5BlVWbPR1mxvbTHaH0AIjCcTelsblGVFsIE/8uEPcOnKNbIsZ7asWS7m4B1SBXrd7iE6XLO12UHXJa08RxcFQRuMAY2jk+fYZYXqtHB1zUa3R6EcH/nmb2RvOOAjH/t29ocDjh45joToLPpawGl8LehMCDhENJp4b1rrERPHX0iOXxCV1t9TKTpb5fSj0jtIpO69eJStY0Rnwzp9oTR4J5FR8kDSL1B7tDG4yqece6RbQwhUVY3RCqWT+twHlI5NuQVPf+c4w/1b5EShYLud02+3wMHQTMm7BcPRCFeVdLttLl++ykZ/xksvvsozH3gfnW5Bt9/j5MmT/KN/+LNsbm4yno05duwIL774Ip///S9y5uw59qp9qnkUIvUzjSlyWrrFeDZN9cHcoWZ9N/FQRX5yj6+z5smBjW6PzBSYor1uOhsTyytO/cDQAOR5e/08hJikNll2UFxKpFIFvfamjDExmS3R8IUQjUvMp8W4LIhgijY6b2FaBa1Om1anTVbk0TBLVKAty9jOaZWnsNZGA0CkOWxlcalOZhWV3k2DQMqpBdbns1KLrZPsd9Enh/cTe0K4O8Q5Js/R2uDRBIk1Q6I1OivuUKTpzCQjqhGj1101VtGstXb9nVbe8OrYpsjpb27Q29wAbSiXNbNl7IgjWY7KC5ZVhQS1/ryk3CrESabB1zciI6HY398HhLKsKfKosl6UJRCjPpRgTBabXteWx89fiKKMUWzgsKolC2lM1EmoBXFc5SZL9KKhdtFp7rU6VGXJ1ubGura1Khe08oxnnnmGz33uc3z3d34Xt2/fRuVqPXaUCLnJ1zV+LkV8VWUJEpkP74CwisYE8Ym1ECFTGSooVFgtDxTVoMQtItXkLMHVBFcjwUWtQXBIcLja4pc1+IAPFldV0fDjY0DgY8OOLEviulVvUNxaGyDKkOUtTp4+x3S+IIiwubnJ8SNH2d7coNNqE6jp9tpYm5xS5+j3N9ja2uLy5atoZbh48SLee7JM8+yzz3L69Ek63Rb9fpdTp05x8+ZtyrIkz3OmiznT2ZjBYMBisaDTbt1dtvuu46Eyfge499fq9jcJKlJrLkhsg7SiFhId4ENIdGLSOarIn+sstjRbTc6rCRc4SBp7iQqrEKnUyKkn+sHoO9WdzmLxcYkSAmVVUVkbaYlMk7cLur0eeVGgM7OOKFeqU6UUxpgDKT+sDeXh902WrRVih7tcaFFYV1EvK1xt76AZVtEch9q5qUSTrI+XahWdSzlNHyvtKuco6xofoFxWiNKYPEOZLFGfB0ZP6wxT5Ggd3xNtUt5EEGUw3R4nTp9h5/gJBpMpy9oyK8t1wbq1cfKKnS9CymsGVutY369cQYP3Di5EoYRIoNPJsdZR2ZrpdMrW1lYqsN4iy2IjA6Vgf3+fwWDA1tYW4/EU53zMJZnI4qy6CYUQWEwXFEVUJq/ouywzOFdz7MgOL7/0ClVVMZ2OGQ6HKOB3P/MZJsMR8/mcZ5999o68XGWXlFWZzkWlEil3h3ManW2FSOrW4vw6JeJqm6LdZABDpPIVOjJZtYNw0NwiOBvLjbyLf4dYsuXqJfhYYE9wBBsNobNLluUcwaPFobAoLN5bvKtTJ6saX1s6RQfEsKxiXfOpU6fY2OxRtAx5bvA+jmMfHHVdc/XGNXSeUVUlWms67S61i+Vgv/npTzMejwkhcPL0qXQ9LI8//jgiwmavR7fdoigyFovFWg2r7qOFeqiMX1j3xDrA6k9FbJekTQY6i5FfquOLzGJsZmZMnm5OnTyjsFZRrYtND3HmqyhwbTBItXDB4wVc6voSkrGVFe2qksFyDtFqHfXdnQvw4c78wGr9r6AkKsOS0Y6FvSXL5TKqKyXggsN5G9csXOUG/Gots6h2y4u4Hhmk5VCE9TpkIoITn/KKyVEQWRtZVIzuVmUc1jm0yQkodFbQ6vRodfvkRYvaunUpgtIZWmfxO7iAFw5dS0XwgsnboDJa3U1Uq41pdUBplpVlWdsYFVd1pKs5aBoQDhm8uw16g68/rCa/lXis02mT5ZraWWblAlGKqqrY3d2NDa/zjMlkgkig1+ty/PhROp02xhim0xnOx7xdrN9dlUHZtZBlNl0iAU6fPEkIsWvM9s5R9kdDOr0ut2/fjtsuFnzqU59iMBhQW0+ZnDLnHKLCeo28XMfMkpYDAZz3KcXiXKyXxSPBEVyqnyWeW9QRhPX7eAveEnyFdxWrxmc+OLyzaRVYB8FFYVldYpdz3HKBq+b4ekGo40oStpzhqpLlfEo9n+LKOfV8wu2rr7GYjKnKOc5WHDl2jN3hiIDi2s0baK3Z2OitIzZjouK29jVlWTKejpgu5rzwwgucP38eCYoLFy5grU1OjKxp5xMnTnD16mXyPGM0HqARlosFvU5c6ghWqtX7g4cq5/c6HKp9EIi0g8liMUxQSJ4htSWIYFWSId+l6lzPnyHW3UiiMyUZApIxPLwopdI6NmJIizUeqK1Snk4rVDjI4cWmmLFnidFmreyMWpxV94dwQO0Rv9fK8LoQ6+82Nzep6xqTFenc3JovP9zSLfL/Ya1KW+0/ClvSayqmBV3tCVrwdlWzeGcyWkmkT2KfQuKCn7rAoxOlEkAbMp2hfI1dVkCgrCxFkcWOGECVFLN5nscSDlGILuhu72CKLnVQWDTWCZPpnO1eP0ab1q1FRy4pWu+FRvTy9QnvYTjcp6od7ULFdq7OoZRmOp/FnFlaD6+qPa3MJJo/3CFuCcHR7Xej4yaphy6ednK6rLWgcizxvX6/T25ifSBakeU58/mcRVWytbXDfDzhwoUn6LR7iUJVeO8wpsYkGjb4kNYMbCN4vC3ReYGzDquiXkAlp3IlgiPUBBfLn1bq0OBD7GfkPVpl2NphTB4ZD+dRK6WogFFRm6BCjOAUlmArsFFpfntvjyzL8NUSlRTlrra89NIr+CD0+302Nja4fesW+JJqWXLxyiVuX71Ku9VdG/ssaxPmMTfvJVLJPmieeeYZXnj+y5w4cYLRaIS1lvF4zhNPPME3fsMz/Manfp39vRsoXTCbzajLJf3NDYzS9De6lLVlNplSh+l9v7ceauMXwiryO+Q+qNQ3R0kcWYcigsO5sANjc2dwHFLdHLCOuOAu4xLCWqhx+HMrWlUZQ3CrVQ6EVY9KAoeMy0pgow/JpQ/yc6+LcFf5OGPSIAqsqoQPR36r8ybV/hzs7858ZyxQvzOiXX02cND67fD1ss6tm0kriZ0wVhRxzPfFvOcql7O6LocN05oaFg06EEQjJqOqowinrmuozVoV5pwjP6S4PciSN3hYUFXVHfRX7PmpybKMRW1p5UWU0KuDMWmMYTGdYYoitRmLBe6i473jLWSADQ5lFDrLmcxjbZm1lvEw9qN0zpEXBUoZsqwg0zE/lxVtjh8/jilyMCo2bkjntvRLXPC02t1Y4+v8mhpVwafFhwTralxSYnrvUaQyBq0jVblq2pcU6yJEjzRFhXgbdQ5r1bmjrqM2wBMIzqLFU5VzxDum0zmZQDWfMRzskSthPp+ymM2ZTcbkWYdBuctiMqXIclr9PoO6pNVu47znypUrsQwLhfOQ5y3ytqWuLL3+JirLeemll+j1ety+fRuIv0ddOUaTCZ/97Gc5duwYr168xPbOQX90ozTtdsFwf8ByWWOt5YMf+ia+dPNzaV69P0P6oTZ+h6GBsqrBGEiTfvSQYneV2ODhUKd0ohhmnddjtQIBh6hOnVoqSOoPulJpKpz3OBuQVKPnkujGBU9wNuYGJfGLIUZp60l/ZVDwa2Mbc21AUmEGtaJGJNG0gWWiIlbGjnXP0uRBBrcW9aBWnHfqHSqKoA5ymM7BepFM0YhhLUhZ1UwqOegWoz1oMamtk07K05g3FR3DSKUVflnGIn0dKc9o3O2dUWVQ2ODJRVg6T2UDpXU4D2VlaXdV/KzE/qpaKerU87DBw4MVPZZlGT51Rlosl4Ci3+vi6iUiEiMI69Ba0el01uKw4WDKN3zTh5hMx3Q6HW7t7oJ1a6e43c7RxHyVF2Eyn5Ebod1tMZmOmc2naGPY3d2LAiqtOHrkBL/x6U/zF//CjzAYjukrRbvTYTqbkOc5WgtKg8kUdVWS5a2YEgiCV5osN1A7dF5g00okXsWxZF2NiF6PeySWM4UkOIvq7RotGqoSL4JSBiQQUioiqrE9KliWixkez2hvl/l0TDlf8txzzzEcjul229hywWw2xdY1r752iSeefH/Mxat4HSs7Z7yY8fT7n6K7sclzX3oRT2Dp4cb+hHJpqcSSZQXLqqZXtHjtymVOHDvCVqfDdDLhyPY2FZqNjS1eefl5do5s0Ov1OHHiFNeuXefMmTO8/OrLnDpxDC/CiaPHGA6HvPDl5yKNy/3TvTwSxm8VtwyHw/hErRpHZ1BbQvCxyNPF/NFBhHUQCcm6XH6FJJcOAX/X8kUSAtrkLJcLMp1jfaT0gqiUTHdrusMuq2jYVIhGUFL/TxeXaFmXPrAqYo05MYhF8Qq9FrEslzVFu01YFdc6h8WhdewlGrvYxA4S6/WCODDYfhWdroU8GlExj1bX5fr7EQJKTNJVq9gVJ80oJhX+i1ZIumrxGLFXoylaiAQ0wmQyoZfna9rJ+4CIj6UYQUGWFvbUhvF0SpFlUXVrCgTNRncDLbElG5lJXXVSvSb3b9A0eG+wyvdMp1OObm3FXBlQ147lcslyvkidmARrHbkxbGzE+jTnHK1WpCpRivF0Sp7nLJex0bpSYKua/laPkMp9IkUfJ34lIXVDEqaLObN5SSfXXKsqnnnyAq+89hrD0RZnfSAr5rTzPDlkNVlmCNaSt9s4F2i3iyiaE6Gel6jMUJcLjEnemg8E6rUTW5ULTJ5qEo0QbEgObcBZS6bikmnBebyHLNOId4SkCq/rmuVyye6tm9y6foXdm7d49ZWLMac5mzMcjjFGYeuKPM9p5xntTFMt5ozHY86cOYMWOHH0BEe10O70eeLx9/Pycy8xHI/Y27/NdFZSWSGY2K2l0+1hvefsuQsc29lgsrdHKy/otFq0uy3+8A++yP7+PidOHqHX63Hz+g3OnTvHyy+/wImjx+J8LIrZbEZRtOm2WoQbiyjACfcn8ffwGb/XzXjxwmWrP1O0FZQgq0neBzx+TV2ulIvaGJy1+BAwSlA6UYqr+joXpcFKSCqxDKV1ytepNY16uM3RcrlEZQbnYkNaU+Trm1aIN3QIsTYwuBqTGSTEqfzwfljlC51a04Yb21uxLVr6jtHgaZQxeFvFNkrr12MUGHMfUbAS24AqXCoA1ipbfwdj8lRAz1p6vfKwUbKmSIPzFFm+NqAHIqGDRLe1MY+YZdlaNasCyViquOBm4joC0ScYT6d08gIQZuWCwkVZdezQEyNA8akBbrhfi6A0+FrAWjh27BjPPfcixkQHcFnVqCx2KxlPpmglVNayf3uXU6dOoRCGi4raVkxGEzq9TioZis0cNno9qvkULQGlNeWyWnczissmTdna3mA8mtJqtWi3oio5b+W8cuk1bu/t8tFv/RZeevVVzp49z/GdI+RGk+WgxXPq1Ck8sQzKuZq8lZF7QcxqIpdI4WcZWmUUnS5lWqh3Vcx/MH8EtAKco1zM4zYS6/rqsiRUUJYLVID5bMZ0OuXK1Wtcv3aVL/7B7yM+JCNXYIBCCybLKadTcq0Y7k85ffo0y8Wcp558H51Oh/liRmZynnr6afqbG9y+epVv+ci3MhgM2Lx6hVevXOf6jT12R3MyLYzHU3Rm2AOeOHua3WvXmE6nPPW+J/nMZz/L93zP9/Arv/pJ2q0u1y5f48q1IU8++SSEwJEjR7lx/SqddsFGscF8XmLyHETWKab7gYfH+KUQQweDu2v5i4CiyD3KhNjoNTiQVa89wegMH2K+KrjIzccLD5bYRsyLJrWHJrgAuFT0HanMVYPruoqRnE4LQyofi9WDHG5rpGJRe8rzeR8XsVQYgomrMUgqQvcuJsJjdAlKCRBXd9baQBYjSL+MSk1HwEhsjqsQvEQaMZDoFBQYTR1YF95CwLqUL0GBMrjEtYsoKmcpRHB1WhdtWUVapKzRyuBddBza7RYhBGbDaVxipizx3tPqtoiBaIiFtYmCzbKMql7GhjRiUiPvKB5wIXm4qaZRpbqovGjjgmDygs7GJqrIqFbrJobYneZ+LH/S4GuHbrfg9t4u7W6BFrV2FL0Hu1yQJWfPekfebqEkOpHtlqGel+tOSs55jCiMNjgXqXaTt6jqEmuj81TXFYPhlI1+m2VZs7GxwfGdba5eqpgtFoTgOPPYabb6G/zhixeplxX742i0Op0OR7e6nDi6jUeTt9pJbdrBWVi6KVlWpEYVGrdckgkEcZTzqJT2voqUqIulEr6uyTS4ZYWvKlRZIiZjOp4wm00QEfYG++zu3yY4z3Nfep7JZMLN61fp9/v08xaE2D9zON8jLwzKe3avXeHZZ5/FWsv582fZ3Nyk1+nS7vZ4/9MfYLFY4CXn5NmzOBxa4OWXXmT7aIzcTh07yb/8wh+i1E0m0wVWC4vJAmUd88mU69ev0em02Tl6lMdOnuFffOazXDj/BJeuvMaxU6c5efo01XLM+cdOc+zEUU7sbPKFL/wB2uQsygk6LVqGEMU798GdfXiM31eAURzw6ElBFZPMB4mitZKSKE12wSNe0Copr7hz6aJ1+YPzLFLfv9Vrfl0H59KyQArDSngS1/YSUQRnky4lLcgaOyOlvGJaywvA+dgKzOiDTjCxBQxB5A5v8W4RD6kjjEqrP0RDImsxTwiBIourKEhwGFGEtCaZUtFQSWawyyW2WlJkOVW5XPc2FYldKJbLRdyHEWpfozKFXpWMpCJan5Zfcd5hVFwVQymFt2lJqRRBWueAVW/U5Jika6+Uil3hu507fg8fQiwNkcb4PWwQEcpySW4MdW1TyYxGp3Hok9r4cP3tuqZVy1rAplW8z70mMjcSGR6W8R5z2HWJQzWfptZqMypbs729hbMVi+TUjcdj2nnBfLFEa8twOGT/ljAabOG9Z6O/hc6i4Xns9Am0TmrxuiZvFZhMUVUlRbuDD1HMpVKEp3UWl+ms40rvdb1Ee4fyjsVozmh/n1aWM5mPmQ4HvPLiSwx3h+zv7UWGaVHSLjrYxYT5vEQpxXg0SBRxxTPPfJBWnnHq/DmKouDI9g69Xo+NrW3G4yHtdpf25gazxZTuziYiwqlTpxjt7xEXn425QqM0nVYbcYEqiVWuX7/Oke0dlouS3/u936OVtfECt27dIoRAv9vjpZdeQELgA08/wyuvvILWwtbWFoPRJNKlm5uIunXQveo+4KE0fpIWpo2IE3y70NSJ7xetcd6jdY746DEaHYlRWVGfzuGdI9M53vk7FkaFg9IDpVbKSMGuVnQ3YMs51lry3MQ2YM6BrcmMguDxtl7nFmMfz5jMViqtKO9CUnlFI+USfRi8x2RZXANPxzrA4CFrtQippdjKIMSuntH4xV6aLg74lH+MfQIVznlCqNBFHo1vrnFVFXOAeU5uUmG7txAcmYAYxXw+wzlHb3MDqQOuqinnc0IIVFqzSDROlmla3Q51taS2B4pTYzJC6i16uPDYGEPtYm6xWsTFb72PC9fOlyVHTxzjzIXzbO5sg8T1D621saA/wGKxeA/usgbvBSIFucSIItN67QipJCqrV8priYKwVqtFv9+n0+mwN5kgGxtr6l0kUqO5NiwWFf12xmw+wRGobFRK9vo96uVi7dzO5/PYEk1HxfFkPOHY0RPsDgYcP3qU/f19Xrt+g/lowpNPXODS9as4VyM6pyxf5PHz5ziys8FouMeZU6fZOnIkOtXB4VIphi0X6LxNIKCKPGrggosMh1H4qmQ8HFCEwOj2LvXk/2fvPaMsu84zvWfvfeLNt3Lqquqqzo1IggBBgCApMCeRtEiKI8nSWgpWmDUjr7Elje01stcsL0mWZEmWLI1JxRkFgpIoBpEUwUyAJHJsdKNzdXV35XTzPWlv/9inqiGZigNQIozvTzcuqrtu1z3n7L2/733fp0u322Xh/EWSNGZlbZ21jXU21rdQ+YZybHAUrTWrG+vUajX6/T6ToyMUCgVmZvZRKlVsHqrWFEKffq+DtIEzuIFPFPesmMULQEfsbGzQ2dlB6gyTxFQKBSZGhonjmCTVlGvDPHvmLKUwIE2ivefM1sYGM/sPPEeYFLG0tMTs9DRbG5uMjw6zub1FpVKi2Wzg+gUuX77MxP75vWvAJuGkz/u19eJZ/PYWu+cckPdUD5qyX0RkqUUoc03ZaVJtH8C5ijHV1/h4rlQgLfvWaLvbdF1FmiT2LzYZOtN7zLBisWxpBIWQuN1GJzFu4AJ5Ekqvjwp84qiTe43AdS23Sghhj/dRP5c6G3AcdJoipSDO7I7UlVb0ofIWamZS4jgGCa7n27lXdk3hqcmFJo6z532SrmsVpEISpwlpluIqB5PYhwxpgty1HCQJcbuNUyhQkA5JqmlsbNDZaeG6LsVKiY0rl+l2egShT61eJ4oiwsCnXinR63ZJsxjfaNI0sSgpbPs27UcI5dKP7bBf2p0ELvnJ1+QRTUlMnKUE0iNJNTNz8xw6doygVEa6PtpIfMcj03YRbbU6L/jl9lJ9K8pu7Aq+x8033cQjjzyMUo717VlzbJ5FCeSztF0garfbzTsTtuuSak2SaIK8W+G69s9L5dGLY1KtbXh83sJvNLaplUqkacra+joOBs8rMzI6ztWVVSswS1bQWtPq9XG14OLCIqViwPLmNusNi/3pdDq4SnJkfprOTpMDhw7hF0I6jkO9XsfzHSsqy2KbiZukCOmAI/NTKwidUSsVWT5/Ed3vs7G5xuWFS+xsbdPtdm36UT+iVi0zMjhiN49JQrfbZXRgCCkl41MjxEkfgJXlZQzLZNjFt9WyrUyzDvPzc2xurTFQG6AXdSlVaiiqLC9eRMcRreaO1T/ojILn4JARFgKGR2pcvuKRxF0cpwJSUq5WEcbQi7p53rFicGiMLI7yIH+4//77mdw3w8rSMjIX10yOj3P16lXbCeKF8+i+eBa/vP7mIXk3ZzJ0HTsnSFOkNijPnuSyXEhiJOgkJU1jUMryqrpdwD6oWy0rZRZCEMd9CoUCYaFAvxczUCnR6/VobK5arlixjNCGUjGkubKCMBm+7+O6CiIHT0E/TVGui4mtt0goZWdtaYIwnl2zpSHNUhQK33GvhVXnw36ByFl4hlarQa1StbaE3BeEtPBem/Zio5+kAdIEnSREWUqGFeGIQsGCbIVkY2WVyalJMJLu1gZJv0dX7KCzhE67Z+eYSUKv2WTx2ZOMj49TCgLcLCHaWqdcrrKxdAXXdWm1GzYZv9/HFQIT2ZxFpxgSZZpMpCjHRea7+cRYQK/rqXz3aNtXuzw3J/Q5fMP1jM/MIP0AnGuCHymtErbVan1rLraX6gUtkYue0jRlY2PDas2kQDmWLBCl14RsNuDcnvrnpmd49vwC0lH0o4gk0XiBk9tf8yAFneCHwV7UnjHgOw46S3LjuNi75rTWuL5nlYiFME9uMkSxzbUslUqYWNONE+IsJs0SqtUyCkGSZGRRl9bONnPTk0RJwvz8PEJAlibUahWK5QqOb5FgrnKQjkNiBIFfIOo2kZHVDwgD586eZWt9jcbODqHns9PvY6I+pSBkamofca/P5uYm5WKJerFIQzfRWnPmzBmrqtYZcZaSGuu5LRQKXLi0SKlUYt++SWsn6XS4srDI4Ogwrr/G2NgEF89dROTh9q1Wi06nYzM4C6H9fNaW8H0H13dz8WBCZlKGh4Y4cGCeBx98EMeVTE9PgOnQBQAAIABJREFU89jDD1GtlBgZGWFjY4PA9Zjfv5+NjVVc3yP0A4iTPUbvCyVfe9EtfuxGnO3+vITAGE3J89BRQhZHSH2tdblbaZoitMZRMh+OZ4SBS9yxKqqhSomttVVcTyHThE5rm5VWi/2HDrF68Sy1Wo0gjWk2N7m8eIGbbnoZzzz6MPumJikGIcl2m7MLC6RpTBz3OXbzDWSuRbUYIygWi6xvbTM2NUmiHIyUbHW7jI6Ok0YRnl8AbXmBfhhaCRwGx5V4xiWOInqdju2/G3tqyuIIx3UwCrKob2clOsOTCqk1SbeDQBEqRWN9lYFqjfOnzzBSq3HvPfdQDAuMDwwwNDhIlmpOnnyWcrlsxQRhyMrKCu1Ok96GxcaMjo9SLpfpb23Ri6w1Ym1tjTAMqVXKuI5DqVxDZxn9qE+CIHUdvELJzlXzz09KmxsopF3Yd6GlzU6XqYNzHDx+HKdQANeFnLuI2PUJkgchv1Tf7rX70DPGEIZhHqRgX0vzXAi9mxNhjJ3eZ1Z85rouO50evu8S+HZ0UQq9PUpEtVql323i+1ZtGUcxrtS4joWQeUohjMBzPUxm6MV209ZLUhvkYCTNZsu2Vze30WnG4MAA7X7H0jG1oFAqksQxGEWr3eXZc+dJEWxt7nBgfpZ+twdpglIuoeuCdvO8YYnjBGgDrleg3+sRdRK8YoHRsTGSbp+slzA0MIjKDNW5gyT5Qt2NUgrDo2ztbLOyuUGj2UQrSaFSxfNDwnKFRx9/jBjrWywLSej5XL10mbVGg7MXLjI+MorrumxsN+x9vrxFs92j1WoSRT18P6Td7dt4wZxn2u/1EGjq9QGiNMsV1xnXXXcM1ws4dvQwDz/8MBfOnqNWrWLShNXVVcIwZGtri4OH5jE64crVFQYHB8niBKV2BXkvTL3oFr+9NW/390KCySiGvp15GQM5824X8ZFqmxHpComDHQh32m1IU6LWDjpLKfoeSbPNVnOHNI1wHIfh4WGaixfQnQ6nL5xhbm6OfdUSFzZWuf9TH+Pw3EGWT53koW98A0dZ2vjS0hKDQ3X+7Pc+xMjICG9605sIgoCnL1/hpltvYenUCcbGJ4mFtdF1FCRRiuv5lMtlfKHot7ZxPA9HemAcPOXg+z5b6xukYZFquQZCoKTIE90zG4FERtLtoJH0O12ksAKBfpogtCZOEvy4x8Izl1k/f4amkriTUzQWLnD58jIGyZbnMTw+ztbaKgDfcdddrC5fscpXk7KzepVuL2J4YowojpkYrvH444+TRDFD9QGOHDlGsVxFpwmZyTC46NS1Klbh4rt51mgGaGu4DQs+moxUGGYPHKQ2NEhkclWudNi1Le5aVNbW1r7l191L9QKUsD5RLeDS4mIu/jLsAju0ASVsq1MiMDrZ6xLEcUwQeCSJfc3L48nKResD7LbaeLmoK45jPKWQwuAqB6FE3nLXeTxaRorAdT20VGjpUCyWKJbrHDowR6PRoLm1kZ8gE3Qa0263ifsR1WIRow29HHB99vwF1LygsVlFZBo5NEgS9fBN2QbAez7CC0mNg1IuyvEo162ZXSuJXNlgfHKKWrmGNJrh+gCOgFazSdTrE7VaxL0egWPTZGZnZ9lqt1ja2GJ6/xDtRLPv0HG8Uom5gwf46Ec/yg++9/tIoj6VcpFD8wd4+KEHcJXgEx/7mN3M9hMQik6/R+i51Kpl4pbdTGMEfu7VTbI+3XYHx3OZnt3HmWdPMzo8yPmLlwDNzNQkqysrDAwM0O90bQ6xMWDgzLOnue76o+w02rQaTba3m/n9/MLVi27x+9vK95xcWHEt73J3qVTKJqZLAyZJ6Xe79DptCp5LuVSENCHpdHDJaG5sMDxSQ2tDteCzsbFB1G4zPT6CiXusrC6xvnwFT3mcPPEkaS+i4DqUCkWiXodascCB6WnqhYDHH3+MR776VYaGR8BV+NpAr097e4PIGOrjE6xcvUwcpwwMDtvFTEiE6+AoP3eOaxA26qkYFiyM04/tjC9XhUbdDl5utZBZhk5ihM44c+oUN910E404IktjSpUy7vAAodFks9MEns/KpUtsbW6iM8XpMxcICgXe9d45sixjat8kv/ALP8d1xw8zNzOLSRKCYoErly+xtb2BNoaB4SHSXkS33eLJS5eI45jR0VGqY6OE9UHCQoBwHWvDyDRCadhNjnkOQSNJEpTrMjE1aWOihG0To3K+4XOq231J8PJiql3hiVVS52Izrql8IY/Zy9gzuINlACqVh77n4iuL3LlMqeBjs3pzAop0ADuH8goFa11C7rVJo0xb3JE21swubZDz1eVVQs9n7sBBuu0GvW6b7fU14ji2RnSBNdALlwyxd1JsDw8R+gFCCDw3yPNx7YxTSYUULsp1iboxrlG4XkDs9vFLBcqBR0NIquUi3e0mvW4bz/dpt9sIbQVjRsDw0AD1kVFaacrkzCxbrRYXrywzNDbOhTNn+NTnvoDv+3zoD/4Lb3rD3Rw8dozJ/ftJhcGRioGhIX7xF38RIT36SZ51XC7RXV4lyDFuWmvQWB2ENiRZgnQUK0vLlIshz558hlYvptFoUC2V9+ax/U6XAwfmSNKIyfEpHn/8UXqdLtVqlc14g3q9jrmwmXuIxQvS+Px7Fz8hxO8CbwfWjDHX5a8NAPcAs8AC8D5jzHb+//498IPYvfu/McZ89gV433937a1t9tQngKLvY5KYqNfHS1OkI0iTnHBgrgEeiSMKgU/ZH6S1vcnlhQVIE3whWL58maWrl1m57NpWwfnTe6kjTz2wRJpmdDod5ubmWN9YIktSFi9cwlUO62nCytIy9XqVx7c3KLkuRycncdOUIxPjnLl4no//4X/m1W94I/FWRn1khObSVaJWg5n9B3E9j+XFixRqNWojIzYiTUlIDbgCTzkUi0WacUa73cTzPFyp8IoBvuNArw9xBL0OC2fPEToex2em6a6tUq/VaMddTj78IIMV6w1KGlvEOqXgwuTRQyyvbvP0iRPEOmHh8iL9LOFrjzxAqVKm3W7z9NNPEzgO01P72L9vH61el8vLV+n1uwwODXD0yGF2dnZwPJftZoO1VpOpuYwqUBzw8HwP4cg9W4m9qVKSJKLT6YAUFIpF5g4dREuF43rkJsl8kd81BRsbRvxSfdP6trqfzW5QuaBSLrOz3cTsUk5yN48WQI61Auh0OvlmKSMsBvR6EWka4/su/X7C6toyfuAShiHNxjauto/Afj/Cz1XNUghCz6ffj4h6PfwwoNVoI6UiCHzK1Spxr0+5WuXq0gpZlrHT2CKJ+gzWyhw8eJD11TU6nQ5rq+vUqhX6cUySGJpOBwLDmdPnaI42EAIOOQ7jtRqO54Pro5XCUZ4NhA8KiFTiOArPc5gLQ/rb65SrFcvs0xaO29zaJAg8onKIpzVbW1v0+30uXlog0oaFtSUy4XB5dZXED1nfaVGuDeJ5Pm5Q5C/+8rN87FP3MlCv8o63vZVbXvEybrnjNfxUUOLXfvU3SPo9+v0el1dXqQYBWnnoNEOrPDgjM7hS4YchSaqplsqkWczy8jJCOQSew/r6Oo1Gg3K5zOHDhwmKAecurPGV+57kX73/7VxevAhYhNpItQacs9fACxTX9A85+f0+8BvAf37Oaz8DfMEY8/NCiJ/J//unhRDHgO8GjgMTwOeFEIeMMS+cTf+blrxmdJYGhKRWKNHa3iJLYwQZWRohZRGBC0YjnQStjZ3JpREmTVhZXmZt6SqhH9BJLUh1bn6esu/zhS9+jn2TY0T9NoHn46QZvVaHqfExvvyZewnDInGqGRka4tyZs/iOy9DQCJ6S9OIeq2uL1Mpljh48xJf+6lO8+g3fwTSCqaFBVldXKQhJq9fn8OQ+VhYXieIYLwxwXUVnOaU8NIYJNFqC0iA8Hz8oUalI1q9epWs61CoFsn6b1vYGvs5QWUJzeYm5Sp3Fi4t85RtfIyxXKFWKlGtV7v3zP6e1scmdL78Fz/O4srRMZDRX175BjCSoV/AKRX7nT/6Il995B698zV3ccOwoabNN6HhIYWhtb5HEPaamJ7n9jley1WpQrNbwvQJJktno0gy2Wi3cMEQGHr2ojwwCS5EQGY7WpDrFkca2oDAEfgGvVGF0ch/S88mUQrg2fg1hSNI8KEAqtre3v7WX27dX/T7fRvezdBQKTeg77EhDmgm0Ugidb/6EDZlQSmA0hGHI7Ow0Dz72OK1OH0c5uYcWaqUQbVK0zuhHXVzf29v4FosFlCVwIrOUNOpjjCHRKRqFEwQUi9ZCMVCvIqVkqF6n2+2ys7PD+voGSZSQZA3a7TZ3vOpW7vvyl5mZn+XShYsM1qoYJJuNFnE/xnc9dlpdulGETDUkhjRTIDQu0tJncJCuQjsGtMAoUAr8tEucJCS9Pr1MkyUZgRsgQk272yHu9UgxeKUS1foQJ85cYHWrRalWZ9/8QQh8RqenqRRLeJ4HWpJkgqXlZXbaXX71//5/EEJQ8Hx0mjEwWCfKoBenxHFiSS8lYyMYHc9uQHOKjUkTKuUSYRiysd6mWqozNjmBHwTcd9993HzzzTz66KMUK2Ueeexh3vjWtzAxM8t2v8fV1XVe++q7uLR4Ab9aytO81R6G7fmuv3fxM8Z8VQgx+zde/k7gtfnv/wD4MvDT+esfNsZEwEUhxDngVuAbz8/b/cfWrlQWBgcHabfbtNttSkmCpxRG55YHFNIRdnieuQgpWN3aIiiVmNy/n0LgMzY8RNLt0mm10VGX7/7A97B69QobS0vMTu2j04tY39hhfX2TW2+7m0sLV6kPDxJlGTNHy8RRD6Ie46OjTE+OcurJR9lcW+aJhx/j1XfewYGJWR5++kkWzp1janaWr339fsZnZ9g8tY5A0el18QKf7e1NhidmaHcvUR+bwC+XrJcvs7YHiWByctJCaqM+pAlFx2Hh2dOYKKK5tMSadHn66acRSjLh7qMRd5gdH+Mnf+xfc+7xJ/nSF75IYgzVwSEiobi82WArihkYmSDuRjSlzye+fB9fefwpTBQjujFplDA9OcT73/Mumpsr3Hbry8mUYXBshH4GFH2iTo9ms22l5l6IExZwC4H16Wkb5+a7IbvPVimlFdd4PkopDszP4zuubXs6eQZqnsazFzrAS4KXv6u+ne5nKSQ6NWTC0GjZzEedaLIoAmNpADpL9lqhruOSZYadnR1cx2GkXGVjc8vGBgrIhEBg9lJinltJGiGkhdiqHJskpEIbg/I8Qhni+kVS4zC2b4711RW+fP/93HvvvZy9cJ7f+LXfpNlsErcbLC4vE33lq9xw3XWcPnmK2bl5zp8+RbFQQLkStGF7x3Ynut0urVaLEWOsLkAppHTIbPS9LSOx0fsCZQRCevSSlCzT+IUCvh+yurhIHKd5l8QhNi6tOObBBx+hFWuq45P0E8Pw5DQyKPCK+Vk+86m/Ym35Ir/+67/B8tIqH/zgBylXipx65hl83wcN7XaLbhoThD5BrYbsd+l32jT6fQLXQ8QRvnIwOkNqjat8TKLxPY9iEFIIQur1Omtra3sIteuuu46VlRUwks9+9nNM7dvH+9//flwBrW6Pdq+LqtZtqPe/QMHLqDFmGcAYsyyE2OVTTAIPPOfrruSv/bOVEGC0YXRomFZrmajbQ0cJJBnWW54fq1FI5SKDAjrqW9FJrwtpjCsgivo4gU/Fc5FykKzT4vLFBSbGZzlzfpGHnzhBK8q4uHiZntZsbreZmNlHaaDGxcWLeFIyXA554sIF5sZGeN2rXs7Lyq/EbOzwxc98hk99+jP8xE//O1StQrPd5rbbb0fn4Nt2u4uTD5Wl56Mdj25i6EZ9jG9f9wOFcn1UoDD9Hp7nkQlD1I0JXZeD+2dZW7rK4/ed5aajR7nlpus5ev2NXFq8wMzRozSuLPOL/9v/ypGZOY4fOkozTnns2dM8ePYMw/P7+aH//sd45ux5Pvih32OlHfPFz93LH//xHzM9MsJf/MlH+MB/+z62li/yn37nD3jDnbdx7tRZHn38IaI04R3vfx833n47idEM75sCJL1uRGbADYqYXSuKEMSpRqo8WFwb+v0+rVYLJSXz++dwHN/uBqWy9Ig83UMq2M2/3djY+Ge73r5N61/k/WyTWiRDoyP0Wk3CUo3E9CCKrBE8jyszWGuC5fa5kGmSJKHR3cSTas/zmkQxrmfbajpJEOraImhD0TPiJCFwQzKjSVJNhmF4eIiNrT4TE1M0W23iJKHV6dKLEy5eWeS7P/ABfuf3/oh2lOJKw/e/55186i/+nEeePMHNx49z9fIlSqUKmdF4fkCUZfSzjM1Gg8XFK9x0/fX02h3CcUWsDeRYpjQ1NgJRSoTxQKYgfIz0KVQGSHo90l5E3OnS68e0e30Eiu2dHbZbPU4vLNJBcPfb3oHxinzla1+nNDBMlML45CzPnj5HoVDg/KUrvPe73s+nPvt5jh0/wk6zzeT4KI6UPPjA1+klml7UYGCgnrNCe8SpxvcVWRbZGMI0RQmJozUOBplodja2aDWauK6iWAwZHR2l2WgwNDTEiRMnOHDgEKfOnqE6MMh9X/8Gg6NjKOEgri4QFELrvXY8TBK/INfX8y14Ed/ktW+6dAshfgT4kef5+/9/v3lmZ0EjQ4OsdTeJOxFpN7JaaaUR0s2N7lYFaoxBei5xN8Uvl4m7LeI0o1CvkzabmCzi3o99lMWFS4wPjXHrzbcyf92N/Nxv/xfq0zN4U5MMj47yxttfyR2vvotf/KVf4oGHHuHQ7Dh/+fnP8sFf+T948EtfwjlzisaVK9w6e4jXvPb1GEdzzz338Jq3v5XZQ4dYXV3Fr1ZxgpBGL2ZicBg38MH1SKUgCMv0U8sGcxzPxqllKUIbS4pPM1K7PUY6AedOLhL32rz7fd/F6qVF5vfNQJYyMzbJ1ROn+cpX7+d1d76WuNHmkYceZva6G/gffup/5Cd/7n/n1W97O2/4nu/lxC/8MqWhYf70d3+F+sgEr37dG3jHG9/CH/7BR6iMTPKv3vNubr/+Jn7pZ/9nVg5M8+/+7b+mUivzf/3277C+ssHr3/t+2t0uqbb8NE+5mJx0HSXZXqiwdGyQgAP4eWoL2srdURKUg1DOnhR+N95qVxDRbDZf6Mvq/y/1L+B+1rQbTZK4T6mcizm0Rjp2zoSw7TbrxfPp5glDBT8gNT0LTDcaFwfhONjchuTaP8ZYCgs6s7ih1KCUsCc0oxioVBisD7C5dYVbb72FQ4ePIpRkfW2FD3844fHHngbjkGXguh5kMVPTs/zIj/8EH/vTezh16hT1apXp6WkuXlqwCSq+R7vToVoqsnx1iU6jSSkskCUJTlBCKofMCKRU2IvfyR9kLkIanEIJ2YtwQsnovhl0s4knFYvnzrOxsYHj+jzzzCMkrse73v8BysNjyGKNueUVhicmccMSw8PD3PzyV3DixAl6UcbS2joohzRHSDnK4y1vej2B4/LwQw/QT/o0Nrf2CBKuH6BTa1kyrsY1htD38ByXQhDiSDh+9DDFMITM+gy3tjcZqNV58sknKRbKlpXo+Fy4cIFyuczU+ASdToeZ/fNs96wh36TPf7LLbsm//0u+aa0KIcYB8l93teVXgH3P+bopYOmb/QXGmA8aY24xxtzyT3wP/6CS+enO932r2ur1ibo90FZFuGuC3zW8WwUTeMUCCIEfBhRKRbJcMr146RInn3yS0YEh3vLGNzG6b4rf/NCHqI6O8MM/+W+47e7XkYUe+68/yvE7b+fW19yJFuCVClCrsO/gAZpZwvu+93v5vh/6IZ4+dQrhKKYm9nH90evp7LRZXlwi9AKMFmSpoVyu0u1FRHEKSpEJBxkE6Jx4zm5+prEJ9QYsfTrw8cMi/TRjbGaGI8evozQwyPyBQ6Bczj57huWrV+m1OwwPDrO2vMrX7rufhXNXGKzU8MIi4yOjPPHYY0Tr62wsr3LnbXdw9+vfyECpwpH5w/TbHV7/mrt52xvfioPi1W98M4f2H2Dx3CKf+YuP88QDj/L273gDvY0d2GpQKldwhW39CJGb9gGw6CR2uYk5sHNXbWc/y93Ul2sEjr/ZvhJCvBRv9o+vf5H3sz30SEqlEr7j0Gru4LvO7ve7FuOXX/dxHOfElCwnkdivVZDnekoCz8+DIfKEpMxmxfiut+cRtK9nFAoFkl3CSS6qunjpEkGhyE0338K73/M+BgZHWd/Y4dChQ8zPz+N53l4YxsjICL7v02g09tSmYRhafJiGdruLEIrWToMkivfel8lVziLnhprnPKYzY2z0n+tSqFTJDGw2mmw3G7S6HYZHRlheW2doZJQbb7yRUqlEfXAA3/cpFot4nsfMzAz9KOHo8ev4Dz/7H0FInj1zhsNHjtJud8myjFe84hVEkU2NmRgdw5H2no36fZIkod1uEkURWmviuJ9vXMFTkjTqE0U90jRmq7HFxYsX2dnZYWVlBeU6DAwMMDk5SbdrvcCVYoVeL2JiYoJ3vvNdvPmtb6FcLqOU94Jyyf6pJ79PAN8P/Hz+68ef8/ofCyH+T+yA/CDw0H/tm/yn1i6yzhEwODBAtlO3/ekkhSRBFEJLCzcgjJ0ZJWmMkpI0TVBC0OlF+K6yu8qNLZ555HF+9Ht/gEKxzJ/d86f86Uc/zWve+hZ+7sN/TpIk3NDr8dvvfie//sHf4rGvfpmzTz7JA5/7S667/VZ2LpxnZmIa00uYGp3EqQ3xYz/0o/zCT/1Hbrv1GK970xsYmN7HTq/D9nqDwqBHsRCSImi3Y5JM4hXreIFPkhhKtQGSxKZMpIlGupbKIKWyLV0trSggKVKfCCHus3L+LLLX59Ev3c9rb38VmytrXDx7gY/80WcYqzkMVarsG6rx5EMP8cUvfpmsXuP0pYu85dY7OHD4Os5fvMT33P0WGs0WR44c4dOf+kvu+f0/pLeyzsOP3M/XvnAv9eoAb/me7+Fzn/wYTzz8OHe+9jUcuvFG7v3oJ7j7A++lGBbJjCAVkqgXoXzPnlaNsSe73X+DVhbcqbE3b6VirQ3iGnVD5m0tJRVpqnF8n6Wlb/p8fqn+9voXeT8bA1JYGOtQvczKZota1bYElZRkWZyrQc01BagQfOmr91lqST4qyHRmuXA6JY7NHoZLIvE8B98RuEqQpIbAdWzYOoKCH7DTalItV5iYVDz19Emuu/kW0kxw4dJV5ueO7GXzzk3t44pJeesP/zClgs9SY4dqqQxAlsREcYdquYQWNrJPYjdqnuOiU8sFzfI8TGAvzUlIYaknRmCQKOXg+CGeNkhHEtYE9Syl22wwsW8fn/rkJylWKlw/fYBYOhQrVYKggNCSO1/1av7kzz5GUKzTyzLufuPb6Ha7qFaHcm2Ew8dv4Iuf/yt+/hd+GaNTLpx+xraXSfCUIM4SMJow8Ald660cq43Q61hCfCHwERgKnkeSxtx64ys4dfoMQRBw6NAhJqYmOXXqFLVKnXbbzv7n5w9w4dICruewsrJGN4o58cSjjExOo3db0jlk4Pmuf4jV4U+ww/AhIcQV4GexN8lHhBA/CCwC7wUwxjwjhPgIcBJIgZ/41is9/3oZ63umXqmSVQbQ/Zi43QUERgq0IN/VpBiTIV0HHdvIIyEtc86RgrjR4MGv3s9tN9zM008/QxqlfOLjn2Z6ehJfOaw/eQKnPsDw5BRvuuUO/rvvfD/f9a7v5EClzi/9zL+n3W7S3FyjgKBgFH/4K7/J0oWLjLoeI7WQZ586yeNPnGRkfppb7noNr3rHWzl57gwxitrQMMJYYvLW5jaDs/twpUInGW5QQKUpcjfvU9v2X5ZmKE/Ra/cJCxW6OxvWVOuFnH7yBK97/RtwkpRPf/ozPPHIM9x6wxz9Zoubjh5lbu4AKzsNSkMjrEYR/9P/8h+478kTrK7v8KPf+wOsrGyRGjh27BjvecMb2VpaorG0yv6ZGSY/8N3MT46wfvUix248xrkzZ9lu7HBlfZVb73gVa1euUh8eJqgM0k9jHN+zvETnmrfPytYFZJpWq0UvihkYHKY2MISRu5q8XIyAZX5lWUaOm3/J6vB31LfV/SwUkDE2XOf2l99MP9VcXlnnysoqSWIpJbtHAy0kRhqSLOW6IwcZGZvgK/d/DYRdJIwxCOcaqFkicgGGseHN5HkYZHhuQBrFeEoyOjDE5OgYE1NFPv/l+1gZWmB6chRXOVy5uMTI8CAmzah5iumbbuBLn/8shw/NEUV9zpw4QSnwEVGXpNelVh0gcwypdnGNRqSapNen02rT63QJ886GMSa/j+1cEyFzALcVvgip8ApFpII0S4kFVIeH+dyDD/Kd/817LcDXDfnaww/Tb3UYHZN02h20kVx/5ABPPfwNXve2d3LiiccZG5sg9EOifpcrlxZ43V13cfzwIVrNHT7yu/+Js6dPcvXCWYYHa/RVRhj61KpV1laWKYQFsl4P1xiUNniATlMqxQLLm+tkWUKcRMRRhBv4HD16lHa7zbkzZwmDMsVyhWq1Qr1S5crSVVrNNu1uj+uuvxG/WLZWNbIXDGYrXqjQ0H/UmxDieX4TNrR2d2ChgMv3/DYLTz6GX6owMjPF5M03k9XrGMfDMRYzkhlNplMcY8iiGCkMSgrSqMfWwiUGhMvTDz7EmTOneeqpp3jXu97NTTfewvLGDlvNHuutLmmW0U81x2+8gWefeYowdFleWWRq3xj1Yonu6iYvO3SEM488wnC1Qmd1hdBAYjI+/aUvsNRqsdTo8MGPfhi3XODpk6cYnZgk1hotYGR8DKdcwClVICjamAtpWyXW6KtxlGNj3bIEISVJs4WJO4gsYfPKJapSsnr+IrMj4yycOUO/3cHtR7jGEPX6OI5HZXgEr1zl4sYOs8eOo2tV4kxijCCKDNWBQda2NqlUKgSOS6/XQ5iY0YkRLl84zb6JYZJuA1c5PHvqFIvLVynWq4yM76NcrVEbm4SggHYkbh5dtUe5UBoddTBRn6e/8SD4C2OjAAAgAElEQVSPP/wIoyOTvPZd76SwbxqKBciJEFaRlwEaIxTKCxkaGmdz658+9zPGfLNZ10v1D6zn736WKDQHJwcJhKbTT7jplXfwF5/+PFkeWI+xcNpdUWA5cDk+v5+3vv2d/PKv/hqJ1rjS5sRKBZ7j5sIYk5/+DEXfQ5sMhcFzFYPVClGvT7kyQIagVK5RKddYWttgZGqKcrFEqVTAERplbCj8W9/0Vi5cOMd1x48xPj5Kp9Mhjfvc8+E/otNusr2+RJYZUpHRbDbxtUJHERPVKrfdeD1v/q73Ujl4GFEs45RrGC9A5GcTjQaRQhyj4gyhDP24Z2dvaHS3TXdtnYe++lUunj5NpVJhZ6eJVyiiHUm7H9PsJGzs7DB78AgzBw/x5QceoduLKRTLTOybplyqgkhxyLh07gxLi5c4Oj/L5//qM0yNjaLIWFpaJEtjBgcHqZYrpFFMI0coCZ0xXK+RpilT0/u4sHiJ4YkxltbWmZs7Rjfpcey64wgh+MLnPs/c3AFOPXuOJMt42Y03c+HSAmsb60zNzjAzOc7Lb7udN33/vwVhECb7r+p+/m3384ss4UVanJHQdk6MxAiNMhCGRXwvpNPvEUVJzsIzVgatUwS7/XVBKsArhOhOh9b6JlkSoYTD06fPsh1nTB07zt3vfg/1wSHiKKNeKlPI4KbJfSwuLFCu1njm1GnuevMbaG3vMDW9j+mJCZYXLjA2XaKxvcn46BAmiqxhtt1iY2eHH/iRH2G13aEwOMCpZ57m6MtfxvU3vQwwbDZ2iNIkJxvbOR/PkQHvhu0ai4BHIS2fRBscKYkSO/NwHJeVpVWGhsZodPrMHr4B3e2SbK5z+dICO/2I2lCZLoZWp8nBowdRoUMr6hIUK3hhgdTxcYIi8xMDdiZiIKRMlvQgcCiOjtLEoIplokxz8JWvZDrp008TlJNTLKREKkUQFkh1Zi0LeRkEwkiklqytbZAiGJrdh1OpglLEqUaJDOV6th0iBBJFkmYoX7HzkuDl27/yFqYrwMR9xidGKQwM8sRjj+7NxawgxGa9SGkxZFmccu7CAvfddx/FwGer3UEohet5liIiDVmc4YUeWZbkg0WBaxS+zAgdhdQp5WIBTxqKxRK9ToPaUI2sIKiZFm6vy8aVTX78x3+UB77+DYaHB9lYPMvh6QlaW+u84uXX89RTT+G4ilfdfhvry0usXClxbuES/cySU2RuuRDCnkiF3LVg2A2sSbN8BABCWwuTEK59Tac4wkEqRRJ1SdIMGfjcePPNzIyNUC2V6Pf7nD17FpTivvu/zq133EVQLtKNU9YunuKdt9/E0uoWn/jLT3LLkVmmp0eoVcsInfHOV7+CkydP4joSFXc4/+zTFAIfNTZElmhKQcjM7DSXly5TCSfQaUbUaeMIyfj4GK1Wg9GRIVrNBgf2z9FPugwPj9DYaRFFVruwePkyk5Pj7DTbDI2PsNNp0uy0ubxwiaUrl3HLNQSpTXcRygp+nuf6pwpevi1KAhjbRHM8P2fl5Q/ZfMf43No9eVh/WUaWxrhK4CqLScmE4MDxY9zyqlcxNDGJ8Dz8ahXtewxNTtBPIipDA8jQZ3hihASNcD3GJqfoRSntdpex0XF6UcTIxDiVgTqdqIdfrhAUCxTHRpmamWZscpLh4WG0sG2QVreDUjbCbJcrCJClqVU85h43YO/97y0mORzW8T1A4CiPOM2QrodBkqUZnShmo9lEhUWK9UEyqQjKZerDI6RGozHU63WEkrZN7ClwBVEaEaURuMImPXguxpF4hRAnLKGCIqpYQLsOuB7KD3CCEMcLMFLlJ9Vs72e/KzzarTRJSHVGpValUKmiPBtkLeU1wcJf+/xkvlP+Z220v1TPX2WkGQwMDNDc2cbolGLoI4QgCIKcp2lbmkopnPySkPk1UqlUkNK2Nx2l9gQlUrInlLLXEjZI3YCrpN3M+QFpEiNNRrngY9KIUugQNbaYnxpl38gA937y49z1yleytLDArS+7iUox4OjhAyxcvEi1WqXVaBK4DouLi2ysrWOMQGfWn6gQKGWZmmka5x7Vazi13cQaIc3e73lOrBuwF//nBj5xlqK1plqt5mxLyeBAjX6rzStuvon11atkUZelhfN4JkUlMUOlkBuPHWKkVuLSuWe5cOokNxw9zPj+GaqlAr1Oh9e9+k7q5TLVSoGBWp1i6BN4LnG/R9zrIgwMDdQIXI8w8GyEXLlCGIakSUIS9/E8l2NHDlEul5mdnaVaraKUzQq9sHCRs2fPMjAwwOLiIsvLywRBQC+yak/BrrDp+V+qXmQnv79dHOSVSijHI1TKzosSbfE/ez9Uq/TMsl1ztUG4Hm5J4KYJU+F+pg8eglSTakMmBCoMifsRYRCA7xNFCbWREbrtDoePH6ff6VAqlfCMIep2OHDkMOsbq4T1Gh1SKPkUhgZp7GwjigVOPHOC4alpet0WtalxPN8n0xnaGLpJhJASJwhA5VaAIFdDaX1NlJ5pUC7CiBx0axDKIdOW4N7tWg9jt9VieGSY9eV1lpeWGakNodstCtU6I2OjZEJglIMqFEilstRsT6EVaJECMQjwCh6ptjR37Qh6SUxYrZBlWb7+auI4RoU+5FR76UibxuIotADhKISSewo+o0EKh1a7Q7Faozo4xMTUNCoIwVF7i9/u16t8VijErhLwhbzCXqpvXQkMhltvvYUTD36No3Pz9LoZ5xdX6CcxSrAHl86yjEIQEPcsZb3gBzhC5qcsQb/TZaBWp93t4DiW4ed5As9xwBgcIVFGk0V9hus1lIKR0VEMGYOVGpvrG9xx5+1sr68xNTjI/MQknucxPljj3e94O/VagUz3kFJT8H16Uczc7H5+90O/Rej5tIRAYVt4u/R5z/MIw5ByuWpVoKi/1gEBMFrsXdBil7GJ9SUiQHoeJhUIFK1+n7TZQhmNIw1RFDFQr6Icj+n9Mzz+5BOkvR4JBt1rMDM1TRLtxyPmza+7g/X1dR578D7qA1XmZ6dIow4OGTceP0K/17Hz97LFNwlt2D87S3OzRRQlFAoFet02nU6HUqWMyFJ812Px4gIzh46QpimvvO02PvHJTxKGIdvb2zgIKpUSTzz1JHNzc0xPT++pQsc3tvae5Y7j7H3Oz2e9yBY/a4rdBdrujkkN4BYreOUypBnK8RFC8c1awUopy/NSEqlcjDYo1ydLIrIMlO/bSEmBtRkUQtLMtlq9Ykiz00YqSZL0MFLjOh5Rt4NwFKWhOsoxBALS7g4mifGSlIGBCt1+RCeKcWtl0kyzuL7GuOsxPD1Dv91C+T5BGJIKO+hXwt60CEWaZmisImyX3J7lJzaR09y9IKTfbDIyOsHZE08zN7kPrRxSz2dgZgbX84m0oVQq0EBQqtTwA59+lqE8n0hJjCvRGPpJl36nSRAElEoV0l1puesjlCLLkyq0NhhhB/bKdcniGOIYoRRCOriej5ZWeJTlQgTlSNJ+jCcVrV6f8sAQ9Xqd8vAQKGWfA1JhdiXhcI0Cr+0MSIiXFsBv+zKwG+r4sU98nO9751tYvXyJN7/mLrbbfZ6+sEAvygg8nySzmKF+v48EHGXnwXfffTd/9OF76PX6BK5LHMd7D1EhQCnXBiHGMZ7nEChF4BpkFtsuWxIQug4Vz2HiwH56m5vMT05QKRUxmSbwHLqtFmEh5OL5Z3F8j3a/x8jEPgpBCGmGIyT9XgetNVHcw/dciBMcaSd6nnLod3rEUYqjNWj91844lnqQX995xmVGbn53XBD29OsXioyMj9P1fbKoz/LihVwkI2g2tun1O9xw7ChBoWRTrsICOmpz/cE5JvfPIDzJ6pUGh+bncByHOE2YHB3i6vlzDNUrbKZ9CEOybp+wVCQo+MwemOfZk2e5vHAJ3/MQOrRBAsrBSIHvuNRrFTwlWbpyhbPnL5JlGcPDw4xPjLK+uc34xASnTp9BCMGNN97IAw88xOrqKidPntz7GbwQCx+86Ba/v1H5LkkYYKBGcWAY3WiC4yKUa0Uh0mYCivyKkyiMBKENWjkYJEmWgOvjFjyyxBLQEVYpKgR4QlgigchAOgiD9RxJSWoSUNafo6Wg2evTV4ZCaOO9yq5P1OlSr5TpdHpWom00w4N1SoODYAxuMaRQrZJpC8ws+dYIa7T9xzmeh8ntDmAPgsaAqyxYMokjnAy8oEBzp8H07DzNVptaOaA0MkIcxyT9iMmDBykUCkRpguN7+GGI1IbEQGQMXhgS+A5OmlLMPVjCSEql0P7wlG/zEDPbQtLGYLTA8wo2vkyC8m1wcJqBK5SdU2q957F08lNgmqXIIGBoYgo/DHGrVYxUCNezn8/uZwvXdsb5ay8tfC+O2qMGOC6XL18mQHHp9LOIJOKVt7yMBx55hCxL7axPCJSUKG1PgQsXLtLrtol7fYSxqslWq4XrWxCulOBIcJVCGXCFoFoMqBYCJsZGabVaFFyHQuhj4i6p0AyWhtFRRNrrIaUk6hnOnTuDMYYDx47guj6VSo1ut0+lHFgyuR/Q2NokTnoUgsAuYJ6HrwUOlp4A9p51HA+jlAVO79p5jEGT5WDfPPVGCFK9G3gGGIMXliBOCSoZJilwvF7n6qUFpIH4ymWUI+h2+ijpUgxC64FUkuGhOpcWLjAyMcnk1DhxGhMlMZkxFGtlMjLQGaVCYBdcXSbppnTbbXY2Nug0dhgeGqC506AQBEgpaexsU63VkFqjjEFn1is5OjrKQw8/CkBY8Ol2e3R7EVNTU7iBTzfqc/DIYRKd4LjuHszYXgcvnfz+wSXAZkQKZU+AYYHyxAQxoMIiGoPMNNKT9rBotD05SIEQDpmO7QIjtD2dGANSgQPS5HmSElJtL0x7UpTWImEEvm9nE2hNKgVGO0T9HqPT0zR3tugnfULPx/VCjF9EBj5pbPACn4LnkjoOYalCrA3CDUC4BIFC92PyQ1Lud3Ns6K3O537aIPPZV5ZmgMB1fSQJoCiUa/b0FWVEQoGv8FwPxw1xHEkqJU5YAFcRCcD3CDwPT1pMSoZBKOyDRjo40t1jpqVpmvv1cgSJVJbHZuxcxXV9hHSsgd0RuUFfIxwHX11rY1pum0SGIcWgaOG90kFLhXIVYvcHIBXCaKRdacleWvVeVGVFLbB/dp6tnSZv/47X8fBjT/Pd73svv/hbvwVpiu+FuK6xTErpIpUNRVhaWrLzMgmBYwMuelFEhkELcKVAZCnKdagWi6gsI5CSejFkuF7j5uuvo91q4SmHJO5by1Pg2LAVZagO2Dl0sVRCOi7KCwmLZar1UXbaHdqNFv1WC5Gl6CQmCAKiOCVO+igMStgZpRKSUqFgnxdK5lMMnV/j2s4BLc58b15prY0CjB0jCG031k6hQKYT+kaTGKiNjtPe+X/Ze/MgW9O7vu/zLO9ylu7Ty11m7sydVaPRSDISggFbWEiAMCAQxGXL2BVXUgllE0qYClVOpRK7HFUSYscrKeMkxAYcQmJio5jFAlNICC0ItI800gwjRqPZ7367+/RZ3vd9tvzxe95zzr0SsizNALq+T1XXvd19uvt0n/d5f8/v+/suU+69/wF0YVksFiwWCw4OjzBlwfbuDhcODpm5wMmyJqbEYDjGh8TWYMR8dsjZe+/luC5IruPixYtYa5mpOV3bcuH885w6sc90OmV7PGQ5X6C1ZlQP8E3LoKwYWoNrO+684w4O50te85rX8M53/ybf+LIHeeyx38d7R9PAN/ypP8n73vt+7r77Xt7//vczSuv5/4tR+OAGLn6wdm6JAFVNsbdDsWzEBUWJmFqgMyVhqv3gTCuBRVUuovm0FQG0fI1cgnp1qlSQHUqEyehDyPApmELsj3Rd03lPPZkQwxjXObrWkUyJ1xa7PWEwHOJiYDge4rWl6VpsMcQUcmqsa4spLD53VwqNTlriRWLEsDa57Ak8ofOEpDAqUQyGeKUYTCagJYiyMJbYdMwWc9oYmWxvo0qZEzrkd7dGY2xJYTQrXDFJu2xiJtogRagoiny67ud4Me9YGeUjBDsiyN/5+tfNgLKWrZ1dqsEQbQuwhUDOUUQsPUGG/sagtfzuazvgm+urfglc8MlPPcobv+4VHM3mnD5zmic++xgPvuZVnDh9Bz/3L34eU4rlWRNaLODrinnbcnx8zJvf/Gb+zS+/Axe83AvEKpPt8YhusaAyoGOQOZnRPPj1r+HlL38ApXQmpZhMGJMYpK6T5PWUEoPxFqOticy4dE1E0fnAeHuLMPDEdsnlSxcwWg6nWilUgrqsGFBgSQyqiuF4JHZqRKIPFBWSZJA0akXOEf1rIkoxSAEdEsmLDMCWBUklhmaHejzCOMdUayZVzXg8pguePWtp2xbvAi54xju7VIOaaCxz7xmWNVU9QNsCbS0MSkLbYJuGxeFlqqqSUZGHhUqMRruc2j/BwcERj376Ed70pu/igx/8IF0n3eP2aMx0PsVUBQeXr7C9f5LzF57kjjvu4Nlnn6dtW7TWfM/3fA8PPfxJyrJkf3+fH/qhH+Izn3ua937qiRf16rqhi1/qFe4A1mKGA6qtsXQJMWFWnUIUCrHKA2bkYNXLJZSSsFvBLMKqw9Crr5fCqFCYokRaSb+y4tJGo7XYJqUsSooJbG3xUVGNhhwtZrLJhkPwHo/CGIvSHm1LtLIZ35cg1xBBmzV7VSMkEQCdi75SMhTv0w68SkSVCEpjBgM5YRaSG6ajwsZI9I42RHSUKChjhGEaSMQYSESMLgCFQRNDkEOokt9ffm6SKCkt8woV+7lF7vbo5YlKrJ7UuuMz2uC1wD1J6QxzGum682uqriMFqPwy9yfF61mjN9dX51IZ9vQeztx+Fo/CJYk5es2rvoa/++P/OwBd5wkJyrJEe5/Zjoaj6ZSLFy9TDWqc8wQihVEslo6qquiWM0JwVHVNN5sxqApOnjzJ3t5ets6TJHdiwNa1JMJXQ6wthV1aD7B1TeoZ2FpTj2q64BlvDfnk736O4XBI17Us2wiNGDRrIqSQD92aoiiIUcy49aBYj2t06jmfctZUa7G3HGzV6sAdQqAwBudFr5xQjCbbxM7ho6ArC+coqorBsKBGE7Uh6AJdD5iUNRFhiuuqFEvIrW2WrYMgFouz2YKq8jSzBckHVAqMRwMuXbzIcFSTkpBsui53utn+rC5KmsWSwbbj+PiYo6Mj9vb22N3dZTQa8Ru/8Rt853e/Ce8Sv/SLv8JgKGn2SqkcTvfi7OcbuviRb8hlUYCxxLpiuLONd04IK0kuLmlKBMpMKqIwK+ILKGxhIQaBYbB4nfJNPjtMKLn4Y1T4hOiHohg1l9krMMZIihmCTZFYlMSYKLa3mc6mjPdPAOCNJhotDEhboDwMhsPcXapcT+Rn9yGuIchzs9qsujJhTQZ853CupSwMKRm8UiSrhZ21bAhK2ltTFQwGFbSNxCd5gy0tOusFjdUIrUaSJlSSzpkYMdqQdEKS19LKW7HvPJVJ0qUqJeeHqOhl0FK8xZ5KSDM2O9pHbFmImTcatCbGBMVa5rDaEPl3/kLyh5vrq3kJgW2yPeHTj/0+77/wPG/5/r/A0XzJcnbMt3/LG6jG2/yrX/plikJYwKYQtKQuS0L0LJdL8evUhtg1dN4xHBimx0dsj4Zs1yVhuaSuaxGvD4aZkWwYjUZS5Kyh9Z6trQnOBQpbUdcDCVUeVNiiwCj5uU23ZLA9pJsvOHf+GQptaGKS0YNuqaoK7RzagdaJorDs7e0AkklIJnLFFDDGZsjv2qKnlMKiQfe2bWLZ5oIXaVY1wKsF7dJhrab1AW0MAYsd1phyQEgwHk/kMGoqfEoUZQla0Xon83cMzsOJ3T3ickbbtqgEt546jZ8vmR/PeO65Z9jZGXP+vOKJzz3O9vY2XdexXC6pqoqBk0zAxWJBtVjwmc88zslbTnPp0iW++Zv+NB/+8Ec5cfo073rXu7jn7vvQWvM1r3glxzloPCbQ5vMjqF6IdQPq/ARiy5Z/pBQYj4dgFPV4Qr2zRz2ZgC3ITR7KiEA25pt2SFFiREwhGIlSQrYwWrwlc+xlVPKWlKDzptBYK36BAkNAQBGTvHkUqiix9UCGuAQWbokd1jitUXWNGo4w4y1UPcBjMFWNLiqSsTgPLsn31NmSTWVdnzKFEOSy9ifGSNMuxe1eaayyFLbCVjV6MAQrzyMVBbqu8YVG1QXFsCYoiDoRkichzhh9cQq+w3UNLnT42KKKhLJrnaFKolEySVEog9UGi0VjUMrkf5X8LXUipSCwaVAZslV43zNEK2ncrVDAtdZCBmBd+DRkNFXJzYOAejHdcG+uP8Sl0USaruGxJ57mB976Izzy+JMUdcXd99zJy196D+9+56/xipfejc0Zfa0LKFOIVqzxNM2C7/u+N9Ms5mi11vq5xmNJqK6h0pFJXfGt3/J6dk/sYa2lrgdoU4j1mbIUgzHFYEi1vU05GWPGA8x4gNeI21CpGJ/cRZOYXrjIwbnnuXVvn/nsGEJgNj2WA6CH4GRMYLWR3DxbEKtypeFVSuW94QBhc/aEPDmwC0EsoQkkUAFrknSULpG6iKWkrobosqIejRls7TCa7KCLAdiCerx1zfjAWpuJcoaqHKFNhdIVJ86eRY/HLDrP1nBCVdSEIEEBu6Mt5kczDi5dZVQPuHrpIns7O5TaoKMwUrXWdG3LYDDg/KWLzJs5p0+fZmtrwmc++zjPnnsWFx3PnzvH0fGU+156Nx//+Md57vlnIInDVm9J98JfXTfguv78v7W1BdoK9DkaUYzH6LoU/RuJqDZmSNlXb/W9+oKnxGkgokEbjBG3BV1YTFmIGW7Wn2mUCFlX6QVqbVSrVGY2QlEUlFVFUUhYa4IsUVCEXDDruiaGgPdeirW2K3hTKSnaSglDLMWI0nITSNkvUyKCLE3XCcZuCmxREZSkRauixKVI1IbGB7AF+6dOU9SVSBCUwKspQ4295iYERwiOtvO4Lqwu0N4B39pyVezQ0vFJcPDm3yJr9vLXaRSEBHnYrYzG5a4WsmFNjJ8Hgawc/m+yPW+o1d/z5vMl993/AD/xT34SrS3veue7JSFhWHH7mdt46nNPYozk+fmYaF0HKIYDSVT4zXe9CxciKXiMMbjWM6xL8IHQObaHAwqtuO2WWylNsRLRb29vk1KiqgaMRiNcDGxtbzMYDVFG3FkGVY3SCdd2zK5ewTdLmtmcUhsuPH8OYqKZL1AxYVQiupx7Zy2DQcX29phqMMDYEp8iIQRBjsj7xerVnK/vAkXykAsfsm90PnQG53HOrbIQlTIUtkJrS1nWlHWFtoWIoDKPoT/Y9uXAey+jmRCZnDrNpaMpRT1gd+8Eu3snKaqas2fPohMEF/Gd4/6XvpSt8ZgUIjs7u2xtbeVDxJAYI4vFjAcf/DruueceKXRHR8xmC77ru9/EYrEgxsSnP/1p2rZlf3+f8XgMQIjpRYE84T8A2BNgZ39P2JzagIloPaDQlpg8IUVU6sNTwdo1pJYAtXKF0TK7ihGfohjimpIYhcYr8SMKlfV1/Q2+v1n3lOQYI9F5EXlrhbXZVk0rtMlzQcRsW5W5SyoLmcdFmUFoo4jJ5y5ViDcpyu9BlO7LaCOau9ARXKKsBxuzsNw1aU1KQW4yWbaRSHm2Mcgp2QmfIsSAzq4s1oq7fMxFyua/Ud/99Q77ymhiSniXYZSyJLQdIUW0NQLPBhmu9l/rReFOJFEXRZ5Jrh1rklZfMGROKQWmYDmbi4PHi3NYvLn+MJda0/mNMTRdx3vf99v8nb/9Y7znPe/m7ntfwl133cX5y1eYO09VWtrOUxTZqBrNhQsX+Mv/8V9isWj4xV/6JQpdMtgqUEE8OYemQMfEW97yZ9md7FBWlrgBqw8GA8pS4sOGdZWvWbkPqAS6iDSLZgX1EyOT8Rg/W3J05TLJdWgiMTicF/Zq9AKdKqUYj8cMxkOC7yhToKyGMs7I87zkw4rtuHan0lnDK38XlRLeJUFFegMIXL7vXEcAi4lAkMzAIJpYY1mR10DE9CKn1RANO6duoVzMGe6cYHp4lZ29CY987CHqekjddBzNjrh04TzRBw4ODrj7nnsx1nL16JCoNWY+Yzad8v/87P/FMiV2908w2dnh8uXLPPzJT/PYE0/wXd/5JpYLxycffojDgymnz56V5/AiJTrADdj5XXNjzBfL6VtvkfcLIxBaYVBVJTdW9Mo+SGtWs6iIJLz3IuqEEjGgyjFB2pAy9LCZLdanMG+2H94L06woCqE3G4EZersyU0p45OYcrO8iQ95QaIEKk4o5z05mfTrJnT6FdI0gNsaIa5e0bYsLHu8CTduJ/6Ut0MaitJHfX1shxyBCeaLMSauqWmutWHNY5HFp1cn2RX4NGa9Zcr3dmlJKzIX7vw/Xfp8QApFEjH59cCBJ0dOW/lLt7aggs0gRYkTS0rUfHk9vFr4bZeUDVUjwux/8GHfdcw/f9u3fzi+8/V/zyYcfZVCPeO1rX8srHrif49kSpRJVJUzj49mC1oks6B3veAevfOBldC6ikE6lLkqid1gN3/ynX8fe1gTXLtEJKiuRRl3bomDFXI4xEjpHDAGtFDF4ZkdH4lzUdVilMBr8UmaSzXxB27aA6H596Og6SZMvCsNkZ5vRaJQLbIlG4buGlAS5icHnmCOuQ0yyLCjmQ3eS/aVssdrHPQKzaYfYoy3WSuHT1mAKm7kLrIzxJaZJgS6JyrB7y22kckiToNyecGU2Y7IrZt8hBPYmO1y+cBGDYrK1jVKKajji1jO3r8gv08MD6qqkLi17OxO2J2MOp0f4GHjjG76N337vb/Mrv/Ir3HrrrTzwwAOUtaBhL1aiA9yAxe+alV/0sixXhRCdWxyVNmBKsmzg2hWTOKWElKGG7JjQJ45v3tyv/5n9xt204br+a64naKjrvmYzsHVVgDZ/VrwWDtgsSP1bvwE2u7L+sas53QY7UqVrH9Ov/jlba1ffs3/b/H02f7A4BgMAACAASURBVKe+6+0/FzMsuznbuIa8EtebVMi1mZee5MWJX6jlyyv4dI3Q/+a6MZaLid0Tu+yd3OfUqVuYz5bU9YDd3V1OnDjB0cEVrLXsT8ZEFxgMBvnrAqOtMUkrBoMBly9fZmd7IDZoVY3vHGWeSd966jSnT58m+kBpC0FR8rhC9qDsxeCy3ixEumUj8EKIWKVX13rygbosWcxmq48tl0tBMzb2VVEUq7Bd7/01+0clsUGTx4Zr9a8bB+0VIrVxT1Bmvb9kPBGuGRVs/k793uvHJJt7sb//6LIS4448KglK07SOsh6swnHLspR8Reep6oJLly7hvKdtW7a3t5lOp5gsVH/jt34bzz3zDN57Xv7yl3PrrbdSVgWTyYQ3v/nNLBYLPvnJT3HmzJkcU3bd/fUFXDd28QNQYowrRSlKZpdOGVoLEERbE4ODEHGdxzWO4MQ5gow5RzIcpwBt0IUVvCDPBJNWWQqwMS9UayqzyhBjygU0ZVsvZQ1arbPsVlleGIxdd4AyR7PXFDZr7TWP0Zg1/Np/PjNCk5IZ42AwQmYB680ocE3C6kLg1ryJCWBQEgmzUcQAnHPXzkY3npfQ0zucawnBiWYIOf0CqL5gbvw+qEhMHlFlyvftN27/9nnp3fT2T/ln25KrV6++aJfSzfWHvPIhqHOOpm153/s/gE+Rhz/9KR5++FP8zb/xNzi8esCdZ2/n7rvuoCoLjg6neO/w3nN4MCVFODo6Znsy5m/9zf+WYVlB8LhliyGxtzXitjO3kHxge7zFcr6gsoWQLVBiyOA8KThScCymR3TNEt+1+K6F5GibGSYbKqaUODy8ymw2pesalm3DfLlk3jZ0TtiXdVEyrAeUpWX3hGjttDWrazwEt9pfm6nzcO0+k3GLoFRK69XhvCfgRVK2HgSb+Qcxyrx+s5DKIbaApIVcl2eBPia8BzXcopzsU0x20IMBZ196H8OtbXyGhVOIFGia2ZzLFy7ifMdkMlnxIEpbQPCUyqBJLBYzlstlNv+e8f/9wtt5w+tfx0Mf+xgf+tCHePLpp+g6mXv2KNeLsW644vd5o9EEJ/b2gd4RZX2BrOCCJEJxoqXQJQQFLqFDolCSBC8Sg0hSCZUpyTFDcwm58Ppw3JDDJ3uoUtssD9AWtCJoCDFmOJUVlqhMTqne6NRQEW0V2iqUYU0c0ToX1PX8ThigfTHUKzaXwCUxFyXRQUUvIvy+2Bolb/3fKTh5jEqSmq1Yw58Gk22WYrYx88TkQSeUFteKvisECE5Ya9ZqnGvwXSeC3Y3i1r9YOkESGpJ8f5UV8RsRcfL566nPAntevHjxK76Gbq4/Hsua7FQUJNlj2bW8/wO/zf33389dd93F1736a/nwBz+EUYqjg6v41nH6xC46d3sO0Yp2LvDOd76Tj33kI1SFOAztbQ+pVORbv/mbxCC7a+iahtJaycRUGqMhRdkHoWtF76eVsKxTABUpy5KiMFRVgW8bSIHoA88+Ld2NtRZlNK13NE2DUophLRrbvckeprCYqsSHgNJ2bZSRrkNklFrt17XEJ2ZZk8CyyiqiEiaomMUXlGWNUsKg7lNUpKuTIF+QOXpSop+MKYpzUt9BKk2iwIzGpMEIuz1hESJdSkSlBbatKmIIOW3JURjL3u6Ere0R29vblLZgMZ+jY+C5Z5/m1ImThBD45EOf4JmnnuZbv+X1vP3tv8Dp0yd5y1v+HOPxmJ/9uZ9b3T+KLBd7odcNV/w2l8ruH3uTnZUDSkxCKETlZAFd4LpIu/B0rWdxvCB2ARMUqpUASR0COgQUEaXXcCQ6ZTE2KFOgTSH2XUYTUmZsolfdoWDsVWZ4Fis2ZsrfA9ZauETYKAq5cOfHhhRX871roMsNWLCHLUCQw8JqcWlRiKmutdjCIHV8Pa9MSTZFL1yXwmMoTElKajVrXD0vI2zQfs6ZghQmrRLWKFRmqvWQaYzSaYMM/lfwSv4dQpBTe1+0NyGblKLYma1mj9ffDBSXL19+ga+im+uPankv+8yUBUezY0xh6bzn4Ycf5vDwgI997GMsl0t+9wO/Q1UUvOz+e1kuFmK1FxOvf93rGY+26YLn048+ymKx4D/7T/5TjmcNzWzBmVtOc/bWWwjRE4KnMAbvHSlEDg8PST7gmlbmcN7hXYsikjLrstAK3c+kUsIaszJ0uPD8ORbzObOZ6OOcCxRFQUqB5XIpUKExaFsIAUzbFXy56uoywY6N/aGUQqu05iZsMKF7hrS2BltUlGW9mucLi1S+yBiVodF1AQRBZnowJ2QSoLUlAYUpB3QJFj5w6rbb0dWAsh5KdJH3VLYg+UBVFNR1SdMsOXvbbQTnBBo14pP6W7/5bt7wza+ja5acOnULL7vvfq5cucTL7r+Xplnw+OOPc/vtZzh16tQqvsk596JcXzcW23OlWJfV3xQne7tyI72mLdQkVaCVpqgkjw6gToZ2PmPhlugU0cMKXRq6ECnHEryqTUXnpZvpSSlGCQTaMzu12iheWizQpJCAUnZ90aW+GkdSyjTjXJx0jluJOQoIuLYrBDI1B6Vs1jVmco6M6vNzEHG6Uv3lJJ9XiRWU6XyLVeJ00zknMAmsmawJdGaxAiv4VqCpQFrN69bQ52bhCt6jNVRFmYktWb+UEiqlnMwQMUrTumUO3s0n4ZQZrJvzQfrZRP43Zx9ObwbZ3jBLa4gx0TQd0bfccmIfvCekxGSyw6gccOXwgKRguLPN8bwVg7sIzjve9773UdmC0hqUkjnb1SuX+fPf+5188N2/yRvf8AYGdUWZg6Gdc1S2pu0aUoL58UzcjUKgMJpCi3evLaUT6RPhfYpUtqJAs3Qts4MjFNKx9Huh6zp00tT7ewyHNTu7E4ZbY4bDIWhxUNIkjLFZA6xQSmNMRQxdTm1Zy3mMFdcXMc+IovFTiqjXbO8QPL3VYc/KFsRKScGqKmJMYjSfIqYs0IV4+Jrsjh+Cw2a97Xhnj8XxVSJijTZ99jzOOUbDLVw9w7sWlGayvU0KgaODAwZVJQdtbVjO5tx9x5089NBDjMdjnn7qPE889jinb90RmNgpFq7Fe8/VgysA0g3/Uen8lFI/rZS6qJT61MbH3qaUek4p9VB+e9PG5/4bpdTjSqnHlFLf8aI86z9oXVfcegbLcDjsn9uqo5CHJCgLdFmhi1L+0Fi0tkTnaRdz3HKJWyxQwUPwWGQ+ZY3C6oIUyMJtvQHRKTHVza5cSlmBPJXJ7FC16qpCZjQqozOsGfOQO0D28Esbb0R5i9FL26UMKUp2n3R/G8Nv1gQbGXCLvlA8OEPGVmLvHCYboxfJZ4JJVOR5qc6G2Tk8dMNtpp+LpgzB9JqklMSTcP1/vXKo1/lnJ51WRBbZ3HKjWA3qke/Rr/4moNJaUN+7qYFifnz8Ql5RN9z6atrP/eFR5laJq1ev4n2kaTq8jxxMj2mdZ7aYc3h4SGEU3bLFaAhJyC9nzp6hc47kFR94z/tZzKaQAiSZ6c8Oprh2SXDtaixgtF2RX4zSEtGTi0HPEVBKEZPA81YrXNsxqGtM0hwfHktSSuhog8eliHeix1XK0HZdNsRW1PneFFPCR0dAEZRF6YKIFra31nLA1HlGjxTq5EPvlps/HgSN0hGfPDF1KB1IsaPII5XeAH+TdNbP/dCJJJtKfmZGdILvQCWS1URl8QFsWeNSoDAWrRRWaZIXRynfdsyPZzQLcc6xWtG2DfNmyeHhIYvZHLzYse3t7fF1r3mQxaLh6tWr3HHb7ZSF4dV/4lXZsN+jXiS73i8F9vznwHd+gY//o5TSq/PbrwIopV4O/EXgFflr/lelXqyn/iWsrF3Z3d2VdzdvsvmGGqLEEOlChJ/OedrGEX1kevWARx56iId+50Ncfe4cdB7dOZqjGX7ZgnfieOJbnOvoXIN3LcF3xAAppy1snlxSWIvB++eyhi7Tij3ZM7B6YXhhrGzCzUKU0up7y+Nzcc/dYf+xEBLRJ4ITxpr3fnViJK2p0jEEcYwxZj0bTQkXA7GPR98Ytge+kAA1e4CmmHWMZnUCTqmHS9d/Dxm+R4xKMltFZZjIAVJkV69ZTCtm7uet3Hne7Pz+neuf81W0n5ViAwHQHBxOaVrHweEhlw+uElNi2TqWyyW60Nxyy372v4WmWXDx0nlSgslkwv7+SV79Na+i0Io3f/d3ZE9N8J2jWbSi4e0c08NDSmtpFguB8UMkOkfyPqfFiKidpDDaiswoRtrFEh0Cn3n0EUE+FFKMYhSyWSU2hVVVEZNnPB5T10PKss4jECt+nklsrDchfZEfkF2Ec+JDCpBJed45UvRolQQW7Rnj3ok/ZvJE7wS2Devos5g951ezRiWHycT6HqVJRNWb+yc8hmq4hSlKYlIMh0OUUlSFRKsdHx9nYfuCYT3gxN7+igMwmUw4OjjiwoVLeO958MEHef/v/C4Ap06c5JMPfYJu2bA72VkjPH9UnV9K6b3Al0qh+z7g51NKbUrpc8DjwDd8Bc/vK1uZSHI6JzJv3qj7U56Kmdno5WTXukDrA8tFy+kTp9kZT4hNxyc+9CE+9dvvh/mCsmspO093fEyplUAiFgoFpU5YzeqU14fmSmESXZ2E6BpIclqS5+M3ivIG6zOxhj69h9if2mT+lgJoI5vYeY/KKe8uC8tl00jHJo4qa6nCpjbRFmKoa7O+T5ikdhVV1GsVe/u062UQAseuiTeb7FVjzTXs0v73VDFkJ5y1HKSfD14vBVEpfnHKc66IV65cuQ4Wvrk211fbfk4JCmspjaX1aw3olcMj9k6eYP/UScq64ngx59zzFzDG0HWOQSkzde+ElNJ3Fj/zMz/D/fffz2OPPcZ8Pmd6fMzVgylKG6ZHx4ROxO/BictJsxCtrNUCjUYnnY0xhroneihNaTTTowOuXL4ozkftEmNL5vM58/kcpWGyNRLKf9cxHm1TlQPhC2gR1nvvCa2wSo1KmSinUVr2i0bRSxQ2JUayx7WwUjuP8pHkOpT3+KYh+o52uaBtFsRM1klZpA9SAAUhsivNc1/kezgtRYW1JVs7uwyGY8rRiN2Tp9ja2UEVMheUmhrpmnbDkUbuv9YYrBJLN992vOJlD1AYzYc//GGKomB7sstz58/zPd/7ZrQtefd7fmst4XiR9vNXQnj5YaXUJzOMsps/dhvwzMZjns0f+yNYcaW5293dWXVQgrYlYXA5T9s0tPMFoRNq8dbWFlvjbc7ceRckzagc8pI77+ZrX/YKHv3Qx/nXP/N/Ui4amB1TBQduCaEjBYdKYj5NTKu3FTyn9GrGphP5xNbPxbLORoPRSi4UI/M0fCA6T+icPEcVc5cjbhHaiFOKtVZ0Q2lNyLHWopJavW+Esyl6uK7Ddw0+dJDWeqCQtUHOrYknIrPQYFixyXq7M3n+Khf0azWCvdYoBukEVRanQ65VStEXeq3ypDIljFVUtdCkoxLosz/Jfn7Xt3FYSOmm1OHLX38s9/PK7CEErLW0PtL4QOMDo9EIHwPD4ZDxaJvjYxGV33rLSUCuI795PXeOQV3y3vf8FhfOneeZZ5+lHo0ZbU9oW0l6iCHgmxbXtKs9YbUmBkfbiUn2cDAQGUQCmxSlNqhM93/k05+iXS7w3jOfz9HaEpzj9Il9guvQSebavY9wYUt0IW5JGoWK0uGSY7yi1sQkQv+QyIfemA2pLSm7wfSsdXyQItg4QpvRqXZJqRWDyoB3xOCEbOYTKl17yIy9cw1r5Gf1+Ty6aTpHijDZOUGIYIuSIrNKU0rs7GxTlSV1XWfZx4zxaAsFHB2I2D1FT9d1nL7lFHfceTcHR1Ne9aqv5Wd/7v/mkUce4Tu+4ztWHV+vh3zBr60v8+v+N+Be4NXAOeAf5I9/oRL9hUAqlFJ/VSn1EaXUR77M5/Alr8lksmrnCfLiBu/BB1TwwuKKEYvMxurREO8CR/M5RVkzHG8xHo74zj/zZ5gMBvwvf/t/5AO//qv4wyuYtkU3S3RMUpwCAiP2XVvIzFAfrunkZKQnnY84RkAKPlOrPRpwywWxa+kWcyxJXL5SxIeOPtE5/zXl5GatDNazfydo8fnznVCzk0A4eCebwnlU8Cxnx6QY5VSavTSvEaZnXWJ+3a5/HdfuLiFe2xEaGcyv9Uu9tCHP8TKD1Ri9+h5d14n7TVmu2auZiv0H+XquukoVOTg4eMGvn/8A1h/r/bxcLlfQmi0NrfNEpXj6meeIMbK9s8P2zoSyNDRNw2AwQCUojewt5zxlWRKT56X3voTSWF796lfz5DNPZ4JXQJcVx8fzlUUZSeK9VIp4L0iKzPj72XYeJ8RI8oHZ0RGP/97vcfn8Obzv6LqW+XzO0eExe7snCM6TkmJ+vJAor16CpNWq8Ak6pLMNo8VriR2S0OeChEXpMr8JjyBiScqgdIk2Ba4LBBeJXYsKUeQXwZO6hrBsSK6DrpMZZ3CErsUkspFq/LyCsII+tRB/lDLEHC2VrDy/NkRG21sMBgOGwyFbW1tMp1OOj48xRtIx6rqmLkoWsznDquaZp55mUBU88cTjXLx4kePpjMPjKQ8++CCvf8PreN/73gtC+1mbC7zA68sqfimlCymlkMRf6p+yhkKeBc5uPPR24Pk/4Hv8Hymlr08pff2X8xy+1KU1jEaj9QeM/MoiGBf2YmULYSqFjhA9i+UcdGJ7b59WKxY+Mtjdww5rvvF138Rf+P4/x7nzz/JzP/1TMJ+jjhcwX2KTolssIWY6dJRUhBQcmZaYdTk5kihptFJZ1B7l1NZ58I7UdLSzBfOjY3zTsZjKnNF3Ysa7yhfMcHhIihADRV1twIPZlcWUqKSJzoMTHZJbLsE7FkfHtPPF6lBg1Xr+17NMeznC9S4Rm8zTzeF5v7G1sitvwRXRKHdy0qkFgnOElRGvzC6NLlbfq+enXi9wv74IGqNI3nPhwoUvMIe8ub7Y+uO6n/trIISQi5foYqOG1gW8Stiy5Pz58ywWC2Etty0HBwfceuY07bKhLixWa5rFnMl4zLPPPCXzubalrGr+31/8RRofWHYtRV3RNM0KYeilOXJNm9X71pRycIxpZX927tnnuHLhIoVWOV3CsWwdw+GI8WR79bVd16HQWCV733vJ/SRGdEgE7zAofG8FmDQEUEGQqxBCRrC0aPAUqKKQA+JqtALRe1yzRAVPaBti15LaFhMiqnMo70muReMJviV6t0KU+pl+fhVWr0cvPSqKAlNYxlsTKEuKwZDBcIyyhnmz5HNPPclwJKkRKadtbG2P8d5zYn+Xo8OrHB8eoFSibZfMZlNOnNxnZ2vMQ5/4uDx+a0ukIbx4UWVfVvFTSt268e6fBXrm2C8Df1EpVSml7gbuAz70lT3Fr2ylhMSGEFc30k3vyc2bruhkWInVi6pke2+PwdY2y85JPMjWiFvvPMvr3/AGXNfx6Ecfkoumbenmc0qj8V27wrvlOaQ1waRf/abSOROQHh4VwkrwHt85ovfiuqIUKQgsKNodYZVyHTTR/391YsthtPK57L7SCeSRQh5+9y4WXopd6K51gPi8+ds1m2P9sS/2+c3P9QL93gd187EpCftVa5u7Tc2m6e61r+21Rc57yW+7OfP791t/nPezQOeRpmlWcp+U1rq2fsY7n89X111p8uxqAxUoSile8jWXGI5HbE222d/fxxSWZdOsEkvatpXraDUS15938KoG9TWen8v5YuXM4oOgF03TZW1fomkamk7y/PoOqU9fENmTHJit0iiEAEbKzlMpCnITPcSwEsCv/T4lcYbefzQEjFKoKDrFQps86vFoJZ1Uip4YHCr2iRH53qSus1O8Tjq2ubeVNVSDGmU0TdfSedH09UkOPa/AOUddi9l473WaEOJP/72ca0kp8ZKX3MPZs2eZTCbSbau1ucYLvb4UqcO/AH4HuF8p9axS6geAv6uUelgp9UngW4AfBUgpfRr4l8AjwL8F3prWFL8/kpUS2CI7jUQIKq1sxYqqxEdHUYswM2mRA1RVgbIGqgpd19jRGD0eUe3vEwdDOmvZu+023vLnv593vP3tPPxb78VdukRpDXQthiCMz9QRvZO36OWiy7PGpmmE0dizJ1MWAjQN86uHHFy8yPxoSlXUYjStKlRUJC8ElpQ0eVoOrEXuLviVRCHEPqZEgRc3+tgF3KIj+kRtKwZFDT4wOzwkuU6E8FpcbXrLJmNE6ydqArVmhOYiprReQbB6I3F9s1Pc/JhIGMhdcMCHbkUSaNuWPpR0NW7PRfAPLGpKNvzR0RHz+fxm5/dF1lfTfu5fR2PUqvvTWuMTRC2Hvs47XI4qaltJWFksFrSLJWfO3IIiYYCiMHjX0i4WK//PpBUYzc//q3+JtgXHM+keh6Oare0RbbtEWTFeEDRE3Jy8j3gfSVpilI6Pplw4d45msVzN2ruuQ1vDeLyNzwYb0+kUZTQXL15kPp+ztbWF7tNK8ghChwa3PEaFFtUusL7FhhbaBX4+hU4QG5UkikWIL8IU74kxQjVPoq1Vim65JLqO0Drc8QIdE0VKmCRpE6IqjIToCN6Lo5My6/l6WodPW2ulyAJoxd6pk+Kjuj1iPB6vmORVVTEcDjFFCUhzMRjULBYzylJmeNPjQzrX8PQzT3LyxB6P/d6jhK7l8cd+jzO3nn7Rr69/5yQxpfSXvsCHf+qLPP7HgB/7Sp7UC7l6koWEvqbMbBI4zVQlpiqZLY4ZDYZobUjOYwtDMgqCWP4YBZ3TeDyRilho2USTHd76Qz/M337b2/jLRck91hDKAj0eoauK2IVMXzZonSCTWKy1GJTAf12eK7glJimJ/Fks0D6yv7NPXdS0jcOUBcE7KS5JoZNEMEUCpqhI3ktBAlKvu4sR33YUClJIuC7hOke7bDBA1zSMRgO26jFXplc5PpoyHI+kMy7X4bh9iND13V3IhJjVx5Vh04i3H1SvTpEGUt604mAjMhBhkgbatqXpOgaFBWMggu4jn9T699pcKeVol8IyOz7gcHr8eWYHN9d6fbXt53Vn4Nja2uLweEpRWGKApfN4v2RvbyKMTKuJAbq2pa5rjDEMqxKnIiFIsO3g9D7OdTz99NPcccftHB4cEBP85D/9Z/zwD/4VikHFdDplMBgwnmwTnUebAu8CTgeqol5ZlnVdQ9u1fPSjH1k9x/w3wznHbDajWo1cRK938eJlqpOnODqaMpvNqPcmtIs5qgjUdaKZdRRbQQ7itsQAfjnHdR3oJHsdsRTUOVNUukIx447Jo5II+hcxomJEx4hrWmGeF1bsG3u9sPMUdX84zc+96zDaomwBeUQhWyrRdg1Wa7wKYA2j7S1G4zEHVy8SSOzv77OMgrKVVU1SmquHVym0QaO48/azzJqW3d2ap89f4N777uPRRx/j8c/8PuPxNilGOtdyYlCJhlHD5zkZvkDrhrM3uwapTv37hhSFLk90xBhWUGA9GuIILLolIfo8gPYoI6axpoCoxf3AKUWXINkab2qOo6Kc7PFX/4u38tP/5Cd56pHfo2o7mE6xTYPqGlTocL7BuQ6soosdyYScfp5kMN12mLbDHx/hFwti07E8XlDagmXrcCnRxUgbwspOLaqckKArKdLargyqQ0jZykhTFBXW1PgorLGyGjHa3mM4njCoR1hdYIylKkra+QK3XMqGSVljlzEmhWzuEAIhOvkbbWj+lDIrHVAvRO8hmOshFBNBJ52t4jwGkZs450hKrwwBlDIQM4stXmvlppRCYVcf63zi4HjOfL78Q7nObq4Xf8kezqzhFGm9Y1QPKI2F6NGFuDYdTo/FRNkadGVQVjGbzVhMj9na2QItxaCoSi4fHnA0X9D5iI6Je87eSTUa41Gcv3BJYryMwZZm1cmJx23McWIdTbPALWcUKXH1wsUMPTqqQUkylqRLkjIiLCcAAWU0tiyIQNO1PPHk05x7/jztfEHqWqz3dAfHxHlDd3iEnx6xvHKJsJgRli2xaVDzJe2lizA7oJsesJwdkEJHbB06JFLnScpQDmu8UZhKui5iQgUhvImxdcC7lug7SBKU7ZwTJmoSb16Ze0o4aFQJnwKaSFWUED2d93QxoKxla2+PsiypbCFZn0pTlqVEJ6WIMZbgO4L3NE1H28oB/NZTp7hy8Qove+AVzBcNbddhdMGZM6f44Ac/iPAEX7yUlhvO3ux6xGv1bpCC1mP03rtMetEMRyNmh0fE4BgOxnLayKmwMcRMl84C1xhxuaPb2j+BXy659f4H+IG3/jX+4d/5+9xx9x381//920jzBaauCXQkrfE6khqxa0pKoxDRd4pyahMhrQhR226JtaLFK4yhtgWOiEmWNnpKZUkRkgsomzV6IRB9FsRmSQUp4WMgAjanzXezBbUtMMrinKRVKBRFUdC2jQzkV0bcZkV+STphi54B+vlw5ubHVIZGN+eG0LvF5K/Lwvnew7T/uuFwmGe0Ob8w+7NuFj75gEC6Kp9JlVJcunSJFdJ7s/O7YdZqz7YyQ3POSdZbENMD12UnGC9z9hgTSYvMZnY0g5hJKCpSB4NWmqqqaJcNVzrHib2TKA+/8c53c/+991BqhW8TRaXwnWO8PQQUupcUaLHVm06nPP3UU3KAVeoacthoPGA8HtMuGwajIeSCMBptcXw04/lzFzhezKEueOnLX4GKFhWVzAavHDDsHOPdPdK84dMf+xif+dQj/NZv/DrJB37wB/8KD3zda1h4R3XbGcywEkcZH7IIXeb05WBISJFuekyRoUqTBA1zPpC0R+HRwVFUeYaJB2vWBw8SRinRIboWYqLodcLO0QXPaDxGFSXVcEDJgPnBwar7TSlhjIxGxpNtnn3qeZJWTKdTztx+Gyp4Di9fYXdnh6Zt2Tuxz/MXzvO9/9H38bEf/2doo7J/9wu/oW+wzk9f0/pJdwA9JbLX+pk+dQGIKVJWFmuFleRDRz98TkKpJGUj6cJYRvWIqhxQFjXRFqSqhuGQex94gPvuu5/ff/QzPPGJDQJDDwAAIABJREFUh3HzBbQtKvhMMM16tBBI2Rmm3yz93C8lcWBxbZexddlQLgZCjFKUCos2hqRY4et9xe8LyGbmHog9VK/XWxUsJfOOtGHYsampEpZbljnkMc9mp7e5NovcZpH6QqzMawumX7Hprs0D1Cuywhe76K8vrrPZ7Eu6Sm6ur47Vz3zluuCaG6rWGpddVFKCEFK+vk1+X4gcfYxWjBHnHPP5HFsWHB4ecvXqVeqi5M7bz7K1tUXrHQ8/+hjoEu9FMuBcoOualclDjGEF5zeNhN/2gnClVE55EI2qNqzQD4DhsGbZNjx77jzzZUPjPM88f45muaRrFnTtkti1xODxXStuLRqefvIpCmN58Gtew95wi5/6xz/BZz/xMLX3dEeHdLMZKQWUAVuJYXZZV5C7zbKuM8s94bqGdj4TtimsTD56s41NYs810qIYsVZmrmTTCm0NIUJUClNYQn58VVWrCLbVa5kSyooucdY0VIOac+fOUViLNYphVXL5ykWefPIJlFJ89KMfXb2uL9YM/8bq/BLr4ieMCnnXe1SIYr6cTyFGa7oYsAZUsoxGI5rlnNnhAePhCIPCatlIkk4g0J42Fl1FHBGvQQ1HtNMpQ2v5L9/2Nq589rP8Vz/6I/zQj/41Hnz968RyKCUGdUVwLVobtEl5OL8OrVQqidh1ucQUmtFoQNCRYlSjyhLXtfgYMEqc240CZQwRyTszWgtOn9LqRqGQIN9FMxfwxTv0wGK0JfiGoqjofEuInqKwMqA2Bq+EXi4OL1rMvPM56ZoLUWV7NDQrivRKZpEyM3WdwB5zrBJxI2xXabCWlBTGluKzauR9kUlcP+OTKJkUU/7ZfaK74eDgQDrqm23fDbWUUth8KKuqiroWpmTTeUC8YZumYTgcMp1OieLPTkBRFUXmfyRsVVAWBfPlkrIqscaACyyPZ9x/30sxxvCL/+YdvPbBb0SHFmtN9pWM2aNXbi7eizznuWefFcJISNS1dE7tTFinRVGws7PDpcuXWS7n7A32KKxFDQbc+ZKX8PTzz/PEc88QrebEiRO87N77qK1heTxj5j3FVo0LHXa0xWu//dtojudcfvoZ7rj7Li4/8yQfeO97mM+mnH3gPnbvvoulTxT1mNJWWA1JeWxd4b2TohMCROR3UprQdqAMxkQIQe5TIQh7PDgico/RKueQyqARgBgCg9EYNz2iGg5ICyAphsMx8/kc76OE2M5maORAoMuKw4Xj8eeeZzKZsHdilysXLjAuS46WSxbLBXfdcZbpfMGybYhRHKPIMGx4ERLdb6ziB6t7Ze4fUMDxxUs00yP2bjmFHtbEEOhckE5KWzABW1dUBOaXr5DQKGuhKPJtPaG1wUeJJVGlQUeD1opl1zLemcBiATGw/8oHeNvf+5/5n972No6Pj/nWb38jKE06XmL2tpnPZ5jBQHK2IrgMPGojxJhiMCAoBYUiWYWpFZ1r0FpRWoFOSAKTFnWRY5NyKKUSmMI5Yb8538lGLI08viiIXmjOWlT1qBgoypLQ+nXEUgyrotUXKUlhuFaSsNkByuNFwN5Dk5tdYIwRHyRI0yYjvweGkIt/04qjRp1PrD5FbE+tpu8AN+3R+ufA6mccHR1dcw3cXF/9S6kNRCO7GfUdflEUq3ihtvEY1WQJUEIXBd45aFvqQUn0Hcu2xaaE0QoGFfPFguVgSWkrZtNDXnLfPZw7/wx/78f/IW/9gf8cpSs0iYqs94ue6BVJea5evsL86FCIJERCF/EprqLKqqpif2c3p5XA4fQIlgsKW9HMW0xZYazls5/9LHfdeZZTe7sMbYFbLvAk2maGrQrSsOTUy+4DZbjjwW+A4xnzc0/z8Y99mMP5nGp+TOk6RidPUZcDwjLr9QwkY6QAJpmnYzIknDzGVhg0KYq2sMxxYQrwwaO0gj5zk2sRG9W/MEaLfEyBtSXeSNpFaQt853JElFgjLl1g68RJzl+d8uSFKYezOXee3uepp5/m3pe9lMufvcJoZ8zVZy+zd+o0OycmJOQQ82JJHW6o4nc9Eb4vgNPDI2aXLxFS5NSZM+iqpDAaY7OzeVLCcCwqqrJkMZ8xtBZdVTltwZJ0xNZDXJQXW1lp60eFpWsaUmFJA5m93f4nXs7f/4mf4H/47/4W3XzJa//kN7B96iRucZ7R/kQeHzzallijhHiVIsVoRDCKuiyJSeNa0Q5V9ZCu60gJjKlxXUtZDECzSlbQSjo7k4uQ1gZUJCqV2aQNJhSEVmCVUiu87ygGFWSoN0ZhaNZ1RUB0icEHtM2yBnIh22ixlVKrnEGVFDpLL2KM6GwosEp9EKdf+fooM1XvRf4xWy5IRrNdVOJVmjMF+5gmIRwgxr99F7rqODPx4fBQuj71BYa/N9dX3ephb51nvs55lIKqqGndGs5UIAQ1o8FptBU0JH8XSWpI4jGbtMysOx9otGbeNZTNDGU022qL/b1dPv2Jz+KUZuEdw6KUmXnWpLqu4/DggEvnL6BTH9EV6NqOhMbFbmOGndiZbLFoltxyyykOj6dMj+YsFg3DqkYpw85ki49//OMcH1zl3jvuZDIsGI632J9M8E2L2dZ0OY6tKEvM/glGOzV/6q7b0SmilMFhCEpEHdYmnFuiMsmncw5b1bhBEPTLu0xoCZnT4FBFQYqBFFqUVmhbZMMXv97pWWtrenSnf220puk6dIY9vY9U9XA10rHWkIymTYlnLx0wixqvoBhPoKgZ7+7y3LnnqAcVR0eH3HXXHTz9/AXsaBdSbjZfpP18Q838ej+QzTeAM2du58yZM6ikuHLpMtMrV9EhsxiTQrBPA9Yw3N7CWotzLe18SvAN+FYgC6Uo6gofUo5ZESFnWVV4rXFFSRoMcPWAcm+PH/nrf51HHnmEf/wP/hG/82u/TtEF3LlLlLMFpnPE+YLUNPLcjSUZS729x3A4Fpf6rqMKkeXlS5Sdo0LjDg/QUeYQXbMEJSG7Ov8r+VsalMdWFqUjRitM51DLJVWz5CP/9td5+H3vo7lyie7wKqFdZNFsvuGsBveZ0Um8rttSqxldPxfoZwT9+z35YBMmVUoE/L1Lf38qlmG9p6wGVPUAnyJfEOdX65+1+fn+/1euCOx5s/DdOEurdddhVfan1Wv2r1JKAqpDWvl/RgVeQdByUAtJoYzFubAiyyzbljZ6Do6nzBZzqqpga1Dyxte/nm/65q/nl37tV1FFSeMis5nE8YQQsEpz+dwFKUxK07qOLnj8hh9uUpK7Wdc1aCWyC6spioLJzhaDQUVRGgbDiv39XW6//QzjnV2WwXNl2RDLkoSisCWFKTGmWPl4Og2NKoiDLUI5otMFxWCLshyKK5uNaKsgJlyIEpaLpagHmMEAUw+ISpNUxLkWkH3etnNi8BA7iB6FHDi1EpZ8L2EC0ezFEMRTtLDoIpvglxLUjQWsYek6MQPQiqgN5y5fpUkFC6955LPPcOlwxmB7lytHhwxGNa985Su5fPES21sjjrJNofD2bs78vrS10f4lwBqLKku2diYMXGDZOVwXuHThMsPtMePJFtCnsVt0XdLEjrCYg2uomprBeIuqrojG8P+z9+bBtmV3fd9nDXs687nzu/dNraeepVarhZAQAgMBMcgYI2IMASouCM4frnISO1XY8EdcSSnlpFKqpFzlOFTiSuzYwVA2SWywFcQgJIHQgKZWq9Vvnu+745n3tIb8sfa596klBZF046irf1W3332n7znv3LPX2us3fAetUuI0xVuHXKoPyCA1FCUtbFUhY4lLK9bPXeBv/OIv8s/++3/Ar/1vv8KNyy/xo//u+yBfULVSkl4P3e5QGYOIYkQUY4oc56Db7VMeHDBZ7HL79l2kUmxtn2Hz4gWE9xAJRKwbMIoINIMGxhypMLA3wlFVBf20jXAOPyt4/y/8bexsyrd957sQJmfn8UvE7Qyd9U4UMMTyBgOUVQXCkaRhqQghGuK5PFWpaT5vF8q0k5vSctEuLZrKuiKKFF7qBunZtEaVJm13SFtZuNtJ8dBrPGQH1bQ+w58yKF8Ij3UWJ9TrLu6vwfANctnX5qTaqPIiVGG2oqGB4j2UZU2708VMqoYgFkxapfUkSp8oO1lrcVJRVCXdLMUSBBIiLOcvvoHpfMonPvVl3vdjP0o1L2ivD/DNXHExXVAsFuA8eT5vOkOhTb8ocqwPABcPGO/IsgxrDdY7ahtAN/1BF4UISi/tlDNbZ3j6Tc/whscfRcSCxSInGQwxzpM4h3KAkCgV3FkilYDJcWh0JACFt1UQA3DB089Xgc7lpULGMUKpoDClNSUCXxckUYSMFaUIZrgBDxqEJ8IHr5bkP/AgpQ/6wz44Tqg4opxWeCUROkhiBAERSZKlFLZmvliEJFdI7u0d4ryitBZfGA5nMwbDPtvnzvLil79EXhv6/T7WQ9WYfAb0tjiZN76S8Zqq/L4iPMHXSwfVc48AqU5QSN5a8vmCepEHXUulEFqjIg3y1FNvPptSVQXeW5QAnAk2PEqFNgtLS58IITVSJ1gn0K02Vimm8zk/9CM/zI/+2Pv4yEd+n92794isIwakMZj5gliGQ8cZA8EalyTLSKIYaQUbw1WK6YSj3V1MkeOrClMWwWme8J68NSfvJXiJhZZEO2tRLmYU8xl3b9/Azqa87Zmn2VpZodNu0e20iaIoiNbqgCK1hDaqlBLb2CMtLZdO0GsugF2CbZP4qhnhw/ZDJ0hQf/q9bao7rXWYk0QRQkcnxrYPP2/5/Vdd4uX/cwLhPKYswoH6NfWYX49v1lCSEwsfCB2egEpeJlqnugYnCMPGVcU5H5Cf+KajY5sqbemdDpWpkZE8kSt723PP8Z73vJsrV6/R6rRPGglCCPJ8fiKBprWmdkGcYbmmadSjZCPovGwNLtuAURQFTlyS0G636fV6bJ/dYfvCOfqrK6TdPt2VdWScYL2gtkskt8K5ZYVrsC60J63jZKxgrQ3oSBEkz8JzwnuyhAMIHZFmbeIko7KGRV4+1LkxJ64OQEhQl/M237i+2Pqk+3OKBZBESYyKoxMU/fJ3DZ6JwXg4b6gRXgqydovD0ZTRbMG8KHjiySew1gaj4vplM77XK79vLMKFC5vEWsdgfRAuehyjnCCSMcIY8Jq6rjl6cEwUK/r9LirSCJ0Q6wgnJM56rLCU8ykdM8Ai0V5CGugGFo9XGiki4lhRlSb0z6WkMiX0+7STBJdEvPsHvx8l4L/+L9/Pf/Czf4Xtxx+lPRiiun1UFBOnLepFTRQnIA31IsdaERRepnMube2Qlwv2r15h+8knEUZhhcNWnrjXx1YFWik8nrwuaXU6lHmOrSpEXaNMzYPr1/hP/6O/Rj4Zs7A1O2d2mI0XqCRFdlKq2hKlGiEDYtLZ4FLtgNqVxI1ItfY6kPa8aOTMGjdoIU/EBbRUOB8OzLJpgSaRImoy8AoPxuB9EMDu9DJ0moTs3gmUbgA5DXbTNw6bovFCDBswTCSWKNP9gz0kYF9ve74m4rTFLqidxaAJQ2CLarDAy0TLC4Gj4e+eiKGLE5WgoqiJshjVHAgqVo1lFvhIMcnn9Ltt7j/YpdXu8+ILL/D7v/tRfumX/iZaCRIJVXHM/sGDQAGSgtKGtRlAHU2lFUbgGBMMsZMkwRhDloaEuSpr+mt9JIKNjQ2eevoJNs/tsHZ+B5+mZHGGrgxKRkSNw4NxoGMFURzm5sLgjSZQWlWDH/BgBN7HQZUpEtTWoWWCkB4r1EkCaoUBoXBliVAgOP0s9LLjsjTLbeaXQZXJIFX4TG0DihMNgltHEbahRslGUL/dblOZEoem8hFXb+9SBtou01Jha9gdzxh0Y47nU1wxZWf7AnuHB6RZ0AL1J/955eM1d/gtwzfIwO6gCxDQm06gRWgLIBxCelRlqRYLHkzGKCnpRIpMJ9RRio9SJqND5uMpOk7orW4GCxFUqA7TFGdDe0BoEdoTOBSKNO5ihURKgUtbFNMx7/rB9+Jrw6/8k1/j27/3u3nmrc+y80SXcjonTVoIa5iPctpZymI6w07nLI6PObu1wejgAUmrg4g01/74c5x79DGK6QIZpVTe4VREYT3tdpdYhvZIDEzHE3ppm0987A+JrA2Q7CInijuUi4qk1eLocEwqNcNuh9p6dBRRWYPWEYhgzmuadFCgAj+waXf6ZVsEF0RzbfDts9ZS1cVJZUcjFgCnFZtxFmpD7aGru6gownqPkAEEJOTXXvVfUQ02c8BIaw4ODnh1cGGvx7/NWFIH6iqAW7QK5snS1qEyWSIRG7F2rRXWe5wJXQBnPVpL6tqg4xglJMZ5KmsoqpqFUnTShHleooSm3Re8731/kX/zr3+TD3zgA7z/7/ydoDkrPPP5PCRwSOrKYlwQsq6tb+g8/oQmZawjThKqBhAWRxG5yHnz02+ilcRcuHCBwtZ02gN0lCGzTpiZxzEySpEqani+Qb1FR4FcL/1D3Q2hcL6RVZMCVwe9TuVDC1OIIIfow/kVxLCJELEAEWEb9Rmhg5ans3VoXYqQfLqms4MP4w4nAvVgKa4dZS2sm6PiKLxOpJFSIeLgOLGoSqIsoXIWFUnSOCIvAgK0Ep4bt+5x4cwqF86dwccx169f59zFCxxMZiddrFcLv/aaO/xe/hltbGwEiR0BqLAYlBQn7uOlqUnjBKSmrisWkwV1XkBVkCpNqmKk89x56TLnHhUMtxKcr8KMUGvwGmIV2njNpxnJ4Niu4ghIsEmKFlAeHfMt7/x2nv/05/nQv/kgk8mE72l12Hr0UeYP9ojbHWxecuvuPQadNjbPacUR8+NjMqVIui2O9w9JneXo9k02z18A4TB1ia1qtE6wec54cozWml4rQxcF+1ducG5thePdfV58/gusr2+yMlxBJSm37z3gYDLi8a31YOorNTpp4Z1HoPHChsWbLwIoSIiQ4aHCqNE/ZF4rli0ec3JAWRv0AwHSOGl4gCFLdlJSuAqdpMhIf+W81vvAB5RfDW45aUPJ0++9FMznU+C09ft6fPPHw3Nj7wPQQi9tyQRIH5DI1lmEkFRVTavVYrZY4ETgmqqGEC8MtNPADZVaBXSmMdTGUxsfzGKF4/j4kLSV4RsKknGeqiyYTkYBmS0IXRGtccYG6666ItKKoq5wLnBxk0ij4xjXUKQ2trbY3jrD6mCIqSsEnkF/hcHaOqRtiNsIAa6qqaOESCdYU+OFwmqNFgonwrxbKNUgpkOb1RqF8GF0oaUEVwXyeiOUEVrGEtyyqoO41cY3ovCnrUwf6CNChHnhUmHJS1RTgQsZ+LfLlmdhDUJJ8rJsAEYGqRW1DabDBs/xZEplHKWr0VpRG4tBoATM5wV3bu+y3s8YrK5xf/cu7cH6yR5+tRo5r92ZH4CAlZUV4PQCOyxeOGQk0bEK8GGl0FFElmUMVlbZ2N4h7fWwIgyyW2nGsNXlwfWbHN++BcUC5RwsSqRrJMqURKgA+qhMibc1eVVipSQe9PDtDlNr8EnCf/if/HVaWZvf++0Pc/f6dQ5u3UbnJXY8oT4+oo+i2h9RT8eM9h6wd+82X/zCZ/l7/81/xb3b17h97QrKVtz68gsc3rqOKha4+RhZFOSH+0R1SVSXiPmMenSIKKZ0leD85iqf+uhHUbbmxS9+gaO9Byhv2FlfJbEO5iUtFIvjYxIhkM6DsVRlCU5gnMV6h2yUYh5WgRAPVWPee6yrT1RllApZZG1KnGv0Qa0NRNo0RicxrkHmyWb+efLlHlKKWQ69hWvkzZq/So+MY8bjabh5vH7wvWbi4dkShJmeaVDFS2NoRbAxQjiqKtjnnM6dZWj/RTHWQVnVFLXBEOZgxoNxwcbVOMdkPqPTbbGYTfm+7/tetI65fPUGs9mcg4Mjijogkx2eyWwaDgMRhOAXZYFq0I86jknaLR599FGee+45nnnmGc6ePUu/30dHiiRJqK0h63UQSYxIW1ReYbzGeoUQSQCGyRhofP2cRxKQ6V4EDINvCF3LGZ8QshHSSJA6Dq1fQqXr8Dhh8MLglKfyNcabU0Rlg+h0xp5+OYtwTafMn1KrXO0aF3iFktHJ9VFKnajp1Nag44hJUXA4nqC0xjYdoDAadAxX1nj08afRUYv+cI2yrJEqYj6fnyhUSfn/Lyf3b5ro9/tNlReymuWXFw4nBaqVItMYlcZE7RYyyZBZysr2WVa3dxhunkGmgZTuypJ7V69RjUYwm2EmE5Sp8HURxJm9J4oUWZaCFsRp4An6SBH32tRpTDTsceXmTf7yz/wMjz75GP/6N3+TL/3xZ7h/+RqjW3dYbffoRxG7V65QHh8z2r3DYnxMIj0/9RN/mb379zi7tc7d69fYGPSx8xnF6IDYVMhySjnao6cFulzwmY/+Lge3bnBw5yb/8td+lV/5h/+QrlLNQbfgV//xPyKfjMikoDo85M6XX+D+lRe598KLMJnCZEpqBdV4RidNcJUB43A2CHPLSJ6Afqz3Qd6oqd6ccyh8sEZqFvHSxmmpfi9UGMDLOAEVuEovd2v/WkCXE5k1H2a8goBKm8/L11kOr6F4WCIviiKQktIErp9suG/ee1yj/AJh3lYUBbapTBygpMI08l3OC07wyULgpKC0NaUzzBY5SdpiPplQm5I4jnnve9/Lxz/xRw15PiCRZ/mC6WKOl819BEvaShBRIJWv75zhsaee4JE3XGJ1YwPjAhd1eYgvFosTU9hY6WaNh0RRW49GoYTGOYlCob2CyiAqg3S2kR2WJ+t+Odv0FiIZARIl4+DegAyUJQzeVXhqPDW4AqkcCENtciSN+pJ1SIL4h0Ig/SnXMgDdfDDybVrNSwChc0FNKghaxyA1UseU1pL0utx9sAc0IFIEWRKhheT48Jhef4XzFx7hB77/z9PudBt7qvJEFu7Vitf84ddqBWPFEykQmpunkqioYYlLhY4ShNQBnluUlHWNzFq0en2ybicoxktNVRYspscUszHS19gyR/pm5QW2evOvOFQUMrTShCrw9r27lN7SHvbZuXCe3mDI7v09bG24efUKwhpYLBg/eMCw2yWNNN2sxWw8YdgfcLR/wDve8XY+8uHfp9ftcvPGNQ7395hPJty6dhUlPLEHTMXhg/tI51DesbW5zvbGOud2tjm7c4ajvT2whne/8x104jjwBvMcUVXU0zH58T7F6Ij58TECTyIECIl0FuFDNhg+yGD++zA9AQgtYREMgS1L0AINKfcU/ea8wHkBWgfpOKFPDzbxcA/0K5fp8tD7inioHfp6vDZimfgsK6ulVq/3jYiCWPLATvU2vT/VvA2dntO2/Mu1Yh0+iEgkSThg4/jUD9IG8Mb29jb7h4csipxOrxvm1lI09w1xAnKpraE37LG6tcFgZcjaxgZeBm/BOEqZzRZIVBiJuDAa0V5gq5rIC0RtEHVAcWNDpyqAR/zJVyN0Grh3Lrg0IAS+4c+6Bpzm4KS7Ij3ESgcNT2/x1uCswTqDq4PfqHeWpXrSyR52sASyLdGkSoQvAI/9iuuzRLVWlUFoRVFWVFWNkJrKOq7fvI1DkiYRUnisqUjTlJXBkOeff548z/ngb/1fCCFot7snCXO4UK+jPf/kWOKdl3/1MOz1KRYL2kkUZlTLSqX5weD8I1FRhDceIavQky4KkizBxwkFknTQp52XRErz4mc/S9Zu8ea3fQs6iaCQoBxRHIP3mKLC2IpUJSih0VFG7QsuvenNUJcMLpxl9/JVLj7+OB/7yB+xf3+XdpqRveUZjvbuM55OcMZz88YV3vjGN7Ki1tBpRiQEZeX4sb/040xmC1586ctcfMMl1lbWEOqYcnJMt5Nx9UvP0+/3uXh2B+Uct69c4Q1PP8Hh7h4765uMRhNe+NKX+b73/hC1s4wOHlCZmixN2egOGWjF4t4dpmVJpj1GBrHspBVIu141YtdN+0VqhfJBbeUECi2DI7VzDkPIFOOmxex84CMZ79CtFlErBaGQQjRZrD+BTJ9cSye/otX51df+oZ8XKtwYXo9v+hAPdRI89uQxHUmqmqBlqyS1KcPaMpaiKEjjmIWtSHSMrUuiOKI2NZF3yKaFH3uJEJJFuUC12uR1TRoFo9u1tTXmiykoxd7BPqurq9y/f484DQ4KSik6nQ5JEtHpd0iSDOc9NY7xdApak7U6KCGZTSYBtT1bMMw6JFELXYbDY3H/gP2bD3js2eeQWRtjaqJ2K6BGG+9LygDs8WWFcbZJ3EOyHpDZNXiD8BbrLdaZ5mwOkmzW1mHUI5ptpUM72Noa6UMSYMqcOGkFkItfOsSrBs3tcdaglgkGJuzTRuIsuMBoVBQhtWZeFnSjONivSYVBUdRgVfAbDPNCSNsanKWqSl748ous9lK8twx6bQb9IXBAk6K8KmvrtXX4vSyEgOFwGNBdRYlM4yCI1cBtJaLh/HnKRVBsSJOEYppTFzWTsiCNJStbW0z373Pm/HmufvEFivkYTM3+3Tus66hpo3pkepo9RTrBWddkkKGyXD13jsmtW8SpZ+XMGb7//EU++qHf5TOf+jQ/9dM/Cc4wmU2wON74xOPsjg9YYDlz8Tyj8TEXnn0L92/cYHo84vbt2xyOp+xYx2Kek+c5d67f4PHHHmM4HAQeUatLOZ6wcnaHbqtNujLk6OCQnTc9RtGO+P1P/iE/8H3vIU4Sdu/c5vDBXS6/8Hmeeuop0k6flY0Vbrz4ErnwnH36CTpyJaTaaTicBIFD6XwoeiWugZ2fXoOAyAztERXFGLskAQf0mI7ioKUqdWhDNRnv18z1/Nc+AMO/oRoNwldPEeL1+LMP72nEF2xTXZxW/ZEKpZ8QgsqGdqiQNCLU4JtRRLffp84XRFEguNceKiNJkziQ0r2hKAqUtax1O3gf7IrQCVeuXWE89eRVybmLF1gsAgrxwYMH7Jzfoa5LVlYGTKY583xBZQ3jyQQijVYx01lOnZeopIUSjv2790mEQpaGXrfLYjblaDyjPJgw2NggbWXoTod4sEIhYlsRAAAgAElEQVTc6VDmFZigHINQ1M6SRnFQrYkUrV4PmSlUqk4VmazFuEZz1IYDEBnyQQtNJWfBBkUsKQIH0tgSpQOwBenxzT4MSalppAPD575sNwsp0FFCWVeBYiQbQJzUTYILd+7do91OGRW2mf97IgG2rjh35gIP9nextsYYjRCePC8QUWhji1dRqvC1dfiF1vlJ9Sc8tOIkLPw4CpJmKvR6LaE60TrCW8+iNFgcmW4Tp4JESWaTcRhAV56ss0o9OWZ9c5VYNXqU+/eYTcc88qZn0EKC0Bg8KktC2886pNYhUxURs+kxUbfF0WzE5uoKxXjC93z/9/OP/8H/yMHRiK26wktI4oTFYsJb3v5Wrt+8QS6AJOXG9WtsbW1z9/59zj35OG/q9+n1Bty+eYvj4zFp2kaKiMnhPjqOOLCHjEYj3vK2t4Fz2LRFr9XGdzpEq2v88Dvfwe//3odZGfRY63VJex0urQ64dfcGeweHoCOefPMzrA8GTO7cpNdrQ6TByXCwexvoDcJgbB0g3koQaj5QBAkzAXjpmOULVJSBlhSVpdUfknYHgcUsBM4Hx20pNBLxVYdYOFTDq4eMdUmsb6538xwhXm+BvhZCEA4zEJSzAmEtgqDwH0mJW1p0CYepSgC0lhgbQDDKhw5FURTEkWY2z8kihaktqXVhrqXC/MwYR9KOqeqCpNOnoCKLMlZXV1lfTdBRRG/QpbYFeZ5z5swZqtLQ6Q3YP5gwmk4oK0NeFhyNpkynNffFHufObFPNC/KjKYlQiLpGW08iFHZeEAlJXBnuPf8C0YU5hdYMNrdw+2NEf4gQEuds4Ot6TxpFgXbgg8VZvr9PLT29lT5We9JeB4FHCdccaCZkpjZIMfrGXtc3VaL3QSEXGyzWUimRWajkhJMNxxakjk7bm0oGLqEIFnJWeWSc4GS4r8ZxMLUtSwMy4oMf+j1G8wKdxTgr0GjObZ/BVSX37t+hqgqeeOIJOmlCXgSH+4PRuAHZiBNTgVc6/sTDTwhxDvhHwBahMfzL3vv/TgixAvwz4CJwA/hx7/1x85y/DfwcIdH46977D77i7/zrxctuequrq5RlibA1uq6JfRbK9KZqxzlEFBFnoU9eVAWxdigV0ZY9bBWcjq1M2B9N2Vxbo5iPqWZzlBSMjva5+sXnWTv3BtL1tUDUVqCiuEE92gAGsTU6S3ALw/qZbRhPUO2UJ559htUz6/zhJz/Fs+98OwpLZzAg6Xe5fzzl7BufpD8Y8Pzzz7O6usrcejbOX2A8n9Db2EKkKdy9z8bGFmZeEOsMZyWj4wlveu45VqZTvIq4cf8Os9mMN7/jW7n90lUWwLg0vPHpN5OlMfV0jC9K5lXOpChY39lECMXu7j3etLHO5csv0R70GJ49C17jjcUJECqgP08Jr4FrJX3wO3POEceaWAZVi9I66tKh0gzdakEUcyKpBKEC9ARU6f+DUotr7JQerjIDIf51J9uvF99se1kQRKjrhkSuhcALiSWQx4uiABn4dlqHNuRkMgk8UefQUfCrLMsSbyVppJuKMABfamOJlUJoRdygQT2S0jrSSBInbRb5lOPjkrX1VaSUDIdDnA9oRWMMeZ5jvGM2z9k/OOToaMQ8L2l1uuw/2OfyC1/G14Yzq+u4eU4vbXFhc5vjg136jz3G7Xt3aGcJviy5c/kKpak5M5rSGa6ycVZQNTd9YyowFqtivHChbRul6EQzn02p9/fwkcJpiNIE4phWp43Q4aBstVKMXaC0xtUWmSikjtCRDm1Ra6lMhXMGbHCElyoJPMFmsXjnw4HXKLB4bBAMAaJWSpQmlItZ0Oqta7yAo+Mxt+7sojUoLRl2e1RFMMV9xzvewQc/9Fu0kpSDvV1aZ8+hhKTf7bHR7/G5G3t4wj301YhvpPIzwN/03v+xEKILfFoI8VvAXwF+23v/d4UQfwv4W8AvCCGeAn4CeBrYBj4khHjM+z/jIUwzOuqvDAPqqC4QQpLPF7S7HZyzqEadhAaS773HuBInHMJ7qrqmrAKIxQHD9U2STJC2Wvi6xuaWONbs3r2FTlucW1sDa6nzBSCRokFD6oDeUnjKukJ6GM2niNrQW1/h2Xe+nU9+5A8oy5Juf5V2q4OXMSvrW5TW8eBwxIVLj9HrdRBJwsHuXYSM8Eph5gus86wNB9zau0Zd1gwGQzbSzTD4VwIrBEkrowK8taxtncELaPUHwehWCgyClfV1ymJOt5jRarfDx1hU3L9/H1sb8vmMzmyK8Zasn+Ka39FDgENz6qT3cssjvySvuyCTlDTSRzQq+wJOqBHO/OmWin/ZGfl62/PrxjfVXm56BieITyFlMHVuWtvWOiKliOPTqsTYAA7ROqylRVGdcHp3zmyz92AXGwhPGO9wLvRIlyCsoipRSiOEZDKZsL6+gXPBMaTVShGikSjTCXUVpM0W+YKiKCnLkuPjY/LScvfeA+IooprnxDLixvgmsffkScbZtU2uXb3K1voGrSTlkQsXmI0n3LweRhqLxYu88ck3s+iO8VIRJRpX1SRSY4ocrSWxkri6oigLEgnleEaJQ8aSmXek3R6uqIjTCIujms1otVOOJwckSYJIItJuN1AjAHMicRb6Kd7bAFx76Hqc6O2eXKBTeUetNXEcn8ggWh9oiPf39lnMLToJkm9FUTCbzMgnU9JYs76+TpYosixja2sLQc3ly5chDW1PJQOH+tVo5fyJh5/3/j5wv/l+KoT4ErAD/AjwXc2P/S/A7wG/0Dz+K977ErguhLgCfCvwh6/0m395nHQ8m7mQULB9/hyDtRUe3L/D/PiYYb/PbDQmyzKcK/FanvDW4kgRiQhnauqqRsQxWRw8qiIBtFLK6RFpb4D3gkVdcWa4RVnfYb6/jzw3QSQJcTTEGodMYlDB988YQ5nnKBXhpae7vkksBRQl7/vpn+TjH/sDPvlHn+Lt3/YusrRDnHRwUbA3meeLkMUJwXQ6ZnXnAsZWyDQFXbGxc5FURUStfXS7SzGdU1eO0cGIs2+4CGmCrirWV1Y5zkt6gx7b3Q6z8Yh0sALO0M9SsiRiPhvxtscvcf3KS2E2N12wWMzYGg4RlaHOC1qDIaYug4C3o/kKC7QuK7w1wTKq+VyXEG+HwDoQOvxeRLpBiUqcCbvlYRTnyw+1r/n4w3y/V3AtvRbjm2kvw2n9Hg42wPvgn6yCE4hWgTcWbrqN5qyApeTdEoG4vKlfv3GTVhq4b9Z5rAvyYc5B7SyRFMwWBXfuPuDChQvEaYTUMWfPDxuVGUWaxSRphDUeETUIUimYXb/FZDLjzp17zBYlWdrGRcElvZdkJHEKxlDagk987OM8evEin/v0H/PWZ95CuciJlGZ9dRVfV5S14c61q5w/u4MQkge377CxscZ8NApCDsIjVTDajuOYJIqZTSe0ux3uXtvFS0HSalM7S9ZtoVoJB+MDbty8yac/8ykuXLrAe374hxmur5G2W0FoO1IYU1PVBUp2Q/HAV+LIlkmla8CusERzN5JuzmCFxwiPcWCF4oUXrpBkmihrMZ7nZHHCxsYaEcGX8dm3PcfunZtESvHg/i6RNqwOh/Q2NhDy8yfu8K9G/KlmfkKIi8BbgT8CNpvNhPf+vhBio/mxHeDjDz3tTvPYn100s79WK2VtbQ0ZR2yd22H3+i3u3r3LSm+AtpC2W9AYLnrvES5A8lWaIpRGiIjZdBHangK0syyMoT9cI+v2UShcOWdzdZ3ZNGdxdEhnMMCrCC8az6skxUmN15K41ULVMV4uEHicd1RFgY00P/vzP8vfe/8HeOP58wxaLeh20N7hp552ljX4bku31caUFTqOwIIkImm18c5z9rHHWdQ1q2fPUVUV3cEAZ4ML+9rKOqPxmJWNDXxdI1opHesoFzlZp01pSmZ1Qf/sWSajA1YuXuTowT7FdM7axhqm8lRVRT5fkJQ1Im609wRoHaGcC8LcSmJdcHzI2i04af2aICYsBVGWIuNg01I3mqBeBPytbrhUYlm6f53L+9UnnXu92fmniG+avUwAvCgVDsCl0UAcx1RljRQiSI/JMAvUjUfn8sATQhApgTOWONJs75xlf38fW82pakte1GRthXUOHSt0JMlrw97hiI2NlBde/CI///M/R7udkaZpOAA77XCAGs94PObwcJ8kCZrAWxubjI6n7O7ucVhYVlpdCjtlpiJiYL3XIxWC3dt30VLy4gtf4sa165w5c4ajgz1046dn65JPfeKP2NnZYTKZMDk6oC4rxuMJVjvSLGOxWDDo99EqZmnm3Gq3KOua0d4eURSx3h+yvnqGoqz5wR/88/zwT/w4q2c2ef7FL1ELhfZgfPAr1DqAdGTj1yfl0g6cr/hMZeCXhMS2oUHoWGG8wUqHFVB7wXhe8eGPfZyNszvsH4ywVY0VEqs1l97wCJ//zGe5dvkKWlq++7u+g9l4xubGgNXVdf7Fb/xGYHK8irv6Gz78hBAd4J8D/7H3fvIVPKyX/ejXeOyrfgMhxF8F/uo3+u//qcNDt9sly7Lmr5KN7TOYqmY0GRPLcOglnQzZkNFV4ztV14aqdihliNOEhAjlHaKWDJNNTD7DFgXJ6iaHd2+RtjvovGa0d4DwgpZOcEqDjrCmxngbKj7vwqEaZVTGYMsCFyX019Z45tm38Bff+x4++Ou/zuOPP847vuPdtIdDnBTErTaTIti4pFmLqjLoJCbtdJFJitZB9NbWhihOiJOUJE6gKJDGkh8fEUURWV3jdveY5wva7TZKCNpCQl2TdTtkZNSmolYRK6tDiKOwwdY3OT4YE7c6GCuoKkPiwuZXURh+BxmzukHl2SBj5hyVqRFSUvtg8aLSNlmnE2Z9eglssSilcd42zhbNJRSczP2+Kvt7GffPVdWrtpRea/FK7+XmNV+1/SzwTRK1BMCE+Xyv1+Pg8JBWlp1w7ZbVnpSBNiN8QDzGUYRSirt37/LUU09x/dpl5vmCJO5gvCPWEbNyQT9qg9YYDx/+8O9ycHDA9373u8jzBb1eBwesDFawDSndiMbeR0iSOA6AsspjehUmdmQqQiPoxCmRcJzb3iEGNocraCnp9/tsnz0LUpB0uwwHHW7dukW7P0DpmHmdo1sx6+ubaBnI5F7JAL5xFlNWQazaO1DBV6/VarEo5sEdJsmwTrJz6XF0r83gkbPQa/Hm9TUW8ykKj3UVpa+pBSRKomTg3Qae5OnlXlbRikYr1Af0prPBv1NISW09TmqOZzk37+/io5iDo2OMsbRaLc5tb3P7xnW8DyOjL125xn/+S3+Dui7pZC2uXP4SVWXY399/eG29KtXfN3T4CSEiwmb5J977f9E8/EAIcabJFM8Ae83jd4BzDz39LHDv5a/pvf9l4Jeb139FfrOXv8jKYMhgMABvQrbSanHuyScxkymf/tgfcGZjk1W5QhY1MPsGqSizFlFMI8Pjg/d4ZSiKnDSOKKRCRC2ylZgVJEd3bxCnCdPpjPHVCY+2M7TSVEC8vh5mCFEMzuFMBZFE+QwVJ1RCgFLoXp93f8938bEP/Q7T4xEuz9ne3GB7+yw6SSnrwK0ZGUPW6qCTmL2yxEjB+vYO/c01tJDIJGHvylWyJMUuFhztHxAJf5IE5DI4qRdKouMIA3gt6G6tkfY66Cymk7ZBxvRXNrCXgkN7N0oRKsYpQVlbKGqiTgw0pGITzHSFpzn0KqI0CtWvluSLHCcVw0EfnWQQJ00WqfFCQcMF9FLgrfiqKxpmDbYhOp8ScYNgb5BTCrxc//Knvh4Pxauxl+HV2c+iIXR774ljjTQBXFWZGm8sk9kxaRqjI8XxZEavF0ygLR7lXOO2EGD1Woek1lrL7du3A23AOqSKKGoTEMKxCPJlFYxHcw4Pj3nubW9lPD6mHWuqqqK/MgRAxxE6Tjmzs82927eYHC/wxtJptamKmmGvz/rFVeyi4Nk3PUs9W3Bue5ON/pAYyaDX5/j4mMHaKlm/j0pjtqoKrGHz0cdI0xYIgXE1VUO473b6lKUNfFmtqWwVrJWaeeVkMoEoxqUZOpEIK/Ba45KYtYvnsK0U3+9TZynSVqRx4NXJOsfXOSkCGYW2sG+wEFLI05mr83jnMN5jjSHWirIoiGjGHlJRGo9Bcv3GDf7VB3+bje0dvnzjBsIH/8IHD+7zyBsucPXqZX7qp3+SX//n/zuf/vQnede73oWtLGc2N7h57Trf+R3fwce//E+Xi+uVWE5fFd8I2lMA/xPwJe/9Bx76X/8n8O8Df7f58/946PF/KoT4AGFI/ijwiVfyTX/9N8spzQFYHaxiyor5bEx/bchsNqXT6aJ7bb7lXe/kdz/4W7wlfRNCCFqrKxjnguSPqbEoUB7vHbVzRIkiki3Kqibt9PCVwZYVImuxsnWGyb27dKxj72Cf/fv36VSOqD+ALA1/+jLw2YQIorTtFFvVSBNTe0stJP2zZ/lzP/Ae/vB3PszB7gGjO7vcfPEyw+Eq589fREtFhKCFQhYlq8M+Bji+cZPD+/coyhoZ6eAgLSSUBZ28YLXTw01ytFTkszkPjg4YzaboTkba6dLqhw0br6+ghn2c9szqGqEFK9vbmEWOXRT0+wOcc5QmIMqC0axESo/QIJ3ACUHdEHi996g4onYBSLC6uUWUtUBF4BxS6OBH5h1LT167PLuWEGxx+ndexuEL34Z26WQ++Yqfez2+Or6p9jIBdOF84I9ub25x7949PI5IabSWCOHpdtvkeU6nlQYboZedu0pAHEe0sozDxTFSScqyZDKZEmmYLuaodgwmHLBVbcHVFNOSp59+mmeffZbaVJDFVFXw8Ytsm3acIpQkVimXLl1idDBh48wG+SwniiIOOGDQ7bB14SK7u3fIRxPasaQtNe2VVQC6/R5Ru42NNLrVweqCSMUkgFAaFWvKfEEWB+S4TNrolsAqQVGX+CRGZS3AIb1nMOjT7fe4ffs253fOMjo8wgjQww62ExP1WsgswWkdTH3rqkkoIYqCJqdQcSC5NxqdoYETAIAB0ta4tziLrQ3e1A1YRpCXFbV1pJ0+v/I//K+M5gUPxjMq68jimPlsxoVzWxRFwdr6KlVV0em0uPDIRXb37nPr2k3e+uybuXf3wYm0WZDOeHXiG6n8vh34GeALQojPNo/9ImGj/KoQ4ueAW8BfAvDef1EI8avACwR02V/7M0V6PnQAZllGWRTM5/OTFqi1BuE8qj9gZWUFbyxlUaHLksLW9DpdnHegHtIAhKBsIhRCebyzWASR0jgEWavFTEq6vTaVLRmNjljZ3GE2nZKtr1HMF2TtDqIh5XoXnJJFFJym21mbWkfEvT5nLz5Cu/8ZDg4OSKXgpSuXSaKUq5evBVFZZ0h0RJqmXHriMba2tlBRgs0lq4MVoiRUY+PRESvrG1TeM763y+c/81kiqaiqCuMdD44PKYVj/exZhqsD3vhMoDzIJEJ2Uoo8p9PtUhUVcbtDqhQm6MHjhcCYCqVjIFhDLWcAqvnMli0SfGiJoCQqapzifcgghQ76nMEtwuO9PEGTCSEaLlF4vaURLlKcgmL8Kfglz/NXe2W9FuKbai8vCc5CCIpyESzIdESx5PRFkixLyLKEe7sPGppLiIc1YpdmzAHuH1r0UcP3K4sK0c6wxoIXFHVNIiL2HuzzlqefYO/BPv3OdlB16Uiqqmr0KzWlqcEahsMhly5d4ujoiLqo+Pxnv0gUReTFgtlihpCwubWBMYaDwz26WYter481Yf1a51CATjOc9cRJhnOOyvkwE1cSUzuSKMEJi9MBQ6CUQgqHkqCFZDweUzlP3MqoKsNkvmCwOkDEEplECB1oC8KDUBFY2+DFgjA2Sp/Iii0/+5P96hszauuCQIX3GGvw1lHbU63PqjJ04oy9g31k0qIyBtmoNSVJzP7+Pjs7O+zvP+DmzRu02222tjb44Ac/yKOPvJGqqvDe0+l0wnPihLy53q90fCNoz4/y9XPpf+frPOf9wPv/P7yv/3dxkvSFfKHXbRMh0bXjzpevM9xeozsIpGpfFTz3bd/Gx3/nwzzx+KPkxyO6gz7UNUJFeBe4Q8IH7z4AL2wAahiJ8hJjDWmvw3h3Qndzk8neAwZr69z5zBfYT2+wdv4ck/t3GW6fgyLHJTEyTXA06ihWkKQdqjwnXlmhOjrm0tvfxr+3scF/+5/9FwFy7CCqCma3rpOpmF6UkuqImT9m9+ZNIhmR6JQkSRgMBmRRTG/YY7aYMykWtHp9yCtU7cjSFuudAeN8zjGCG3fucPn6FQCiD/0WWX/AG97yFM9+13eQnd0iny/ob6xTGUur06Y2gVibtqKGdBrcFarSBLWH5lB3zjTK+p5FPif3jrTdIW61sUIGPzAZjHeXLgxCBN1P39BK5PI6NqCXQJ1QeOtx0p1e7iYjnU6nLMUgxIkF7uvxcHxT7WUCcUYAKkqYLsZ474mkwnow5RwtPP0s4fB41JgnNzdsG1RbIq1BBtGDuih5+onHeOnyVYTWgTjuPbkRzIs6HCALSytW3N+/yaNPXiI3C6ICdnd3eeT8OaJWeurcLibBQLeRXVMxDIY9Xrp8lVo5KuWYzY45ODgg0zErrS6u26eXZYxGR/R7nTDDLBPagyFGRfgoQnoopcIlktlsRuU83kKcpvhOhooSnFJo6emvrUNZUI2OOdq9S9KK2T3cpdvtIjKNSSVyrUdrfUjUbuG0Om0l27KxeVM4Yoz3yARwNvArTQ0iIOHDbnMh8aUGB8qWCDylyYmF5Gh8yOHhAdOy5Lf/5W+Q9YagY8zBFBRkWUo7TehmKUpAr93l5vWblEXOH3/601x76SWeeuQx7ty+z8bOGbbOnAEpWNQlr1b995pSeHmo6ANgY3WNOE1oxQnT/RGTvUOm4wmDlSFxmqKzjN7aCjdv3uT89jbH9x7Q21gnakmkjMAFLpBSCkHQpqzrmkgneGmoTU1Z5gzP7GDHR4jxiKquWN/c4IUvPs9znTakHdxggbA2ZEBKBY08ZwN6TWpEnOCdRXTbtDbX6K2u8u4feA8f+le/idYBUKKiCBEnJK0Oq1mXWMqg32d9sB5yoGclgpKqqEmkZKc/wEcZRZqx2RrSUhGjozF7h2OOZnMq6wkjIKCWFPOC6WjBI49cQq4PqLVAJlmTMUq0Dg7NlanwSiMUp8rrQmGtoa4WQRm+EbmtKoNTkm63HzJLGdT5l9qd4eALleDDVkZumWlyCld/GHEGS71PgZeOo6PjcPC9SsPx1+PfQjSXcTQasdrLSKTGG8BAu5PS6iTM51OKMufRS49w+ep1IDg1SKGblp0nixPiSNHptEhizWwxI0namMZ6ZzzP6bdbWCfYPzii1+vS6bYYrg6xVY71vpkTCtrdDu1el7IOACsVReTFHGM9s3zB4XjEtF5gpMNIkEowyuc457h4/jzX79zi0rkLTGcz5vM55/s9Oq0Ox2VBnpcMV1covKd2DrRmtbuBatCXhbEMN1agkwauQW04PtxDVCX9fp9yMaPf6+C8Y7SYMNxeJ+qmEGt8s9+steBpXG4a8WjhUFGKM8GtnWbvBc5f6MCEi7F0xjBYU4OpkQjKMnRdFkVBbRwvXbnK7t4BxBEqVjg80+mUNNLcu3cPKaHX6TA6OuYNFx/hpZdeYnt7m8997nPcvH2XR954ntblK+B9o0ca3Oxf6QPwNevqIIFBrw9SMz46ZnN1hc3uKse7hzz/2efxQuJwPPqmpzgejZiPpkReYGc5Pq8QLvhZnaiLC0LFJhQ0D8XtDpUDg6SWmo2z54nbXTZ3zmK9YTGZUI2O2b95Ezeb4YoCV1RQNwOu5ibtlUSkKSZLkN0eNkv4jr/wQ6SDHmmrhYg087pmVC4Y1xXjusKh6KZtekmXtf4avazLSnfAysoa3U6fTqeHUjHWerJsgIsSRlXNlb0H3D4ecedgROEkadJHkNLvrPD4Y2/iB/7Cj5AMVrBKIRpvPVvV5PMFdVVQ1QV13fjxGXvq56fANS1ZrTXGO6b5AuMdUdYKfmqe4EOGCGQhQCjZgF4kvrF9kY1eI4QN6IxB+KV2y9founnJ3t7SMuX1gd9rKSIp6GStEyL1aLag323xyPlzfNd3/jmsMUjvuHr1MnVtkELQ6XROSOtSQtZKMKbiM5/+NINBL4DWigVVWaOUojKOySJnPF9gEaysrFDXdaBEeJjN5kgVsbd3QFUZDg4OGB+PONw/YHRwiMlrZouC0WTG8WwSDG0jicoSXKKRrYS43+ETX/gs7WGfdr/DdDElr3JuXr/O0b2b5If7pN5gFguks2RRhCYk9N12B0EY44wOH2CPDhjdusbhnatoUSEpKasJSgelpG6vTXe9x2BtQNJJ0bEKQDJoeLFBbzjo6woCplo1M4TwvRAKLUOlqCQoKYMWshfNXvQI4zBVhalqZrMZeZ7zkY/9AZPFgspAWZug++scWSshz3NarRZKCOq6RmtNXZR02j3a7R7vfOe72NnZ4fz58zz5xBNhrOHAu5rXK78/ZXRabex4zMbqGtJ6jvcOWG116bc73Lt5mwuPPoKIE55529t46TOf41JykaoeobQkSmKUElRlRZTEGO+QLGdSFqTA1I7+2iamyEn7Ej+f0hquc7x7h2/91ud48fMv0Ov0yWYTtDOsxJcQOgYdhQtrgrOB9UH6R7WCMrzSis1HHuHHf/qn+Z///t9na2WV4+qIygl2J1PKGmQvRoiIrk6wlUWqCNI2tfCknRTjQKYpg3ab4/GET75whUk+pxYC1e3TcaC9xFtHrztkuLLOhUtPsHPpcUoElfOoSJFEEc5Y5osp7U4H8CdzPSEE1thgQus0WRpjquLESd0LQGnSrIWTEVLGeCEQjRdNaGsFE9vTak0E7VV/qvoiT6q5pabnciM0FSFweHD8Z7y6Xo9XO5QKQtRaa8bjIy7unGOlN2Q+nVHUFThDkkRMJoZYR0SRpKxtgPArhVIB4VnXJTtntznc26dYzJFKsGtTraMAACAASURBVDrsM80Lyv+bvTeLlTQ97/t+7/Jttdc53X16m5nu6Z5ucjhDzgw5pCiKsmQpVmRJcOIEjgU48YXhOEAcJEAu4uTK14HiIBdZoCBBEMCR4MSC5cQCIcq2GIkckeI6+3B6ej+9nKVOrd/6Lrl4v6ruGZESjczIYKOfxgHOqa6qU6fqe9/neZ/nv9SGpnHY2iCF4/zZHeq2uDPGkOc50iYkesmlS5ewLZVitVohpeTo6IhEJ6yKkoPJhKKs0DomL0viLKiU6CxmURdkvQ73ZhPKMufyuXMkcYTSnnu3b7K1s0NKj/u7Nxnu7JDJHqmw2NWMeVORdTsU80mwLdIGt5yiIo2hQXqDVB4dRfRGY/K6QqQxDQ3CChLVCfKBUr3v/V2rMAkkjoCIX4uB4wIPWbi1usp67dm1qgXG1iync+qmZLXKeefd9zg8CvJuQgkaB06GMUS+LEk1KJ+glQLnW73VBUeLSfiMD6YsVitee+010ms30VpijfvXCnj5sY2t7TGq18PkOXVRkqUpxjtK07A4OmJ5OKLX7zM6cYylrfmXX/8af/WXfpnJ3gHbSiG7KV4J8rwmzjoI4TeKA0IEuR4vQCTgVdjG0yzlmBI0927TiSPyyQFZJDm8XtEb90mSCK9Ca8bL0H93XuClQkQRQkeY2pGXDV/4ub/IzStX+Ob/+1VOHj8d5JNmS+aF4badM9UFqYgY9gd0kxSLQAvBPA+WK7bIufX6FQ6LOXo8ZPDkWV56+WWKwwXf/MorKOvJuj2G21uceuY8F156HpFmqG5KmiqcCJqCxSpnMZuRxUlogcqABLMerPWhpeItpW0Q3iJUEKIVUqOiBB2nweCyHZQ/mOmxSYAbYEvLD1y3XKR4kGjdQxp/wWCz1fIUMJlMNv/3uPX5aIR1FgHkVclgMGBydMh8kjMcZOzvV9y5c4dOmjEaDUAn5EVNWS9DUda6g/T7Haw1DIdD5pNDlIRhr4tF0LEKUzfIJMVaQ20tRWWRzqFXjm6WBgS1lMRFydVbN9jaGlM2BUqEk2iVV6xczt7hhKPpFFy49lRbJPd6HZq6ZjAYYJYFtYJawZ3JPqPBgNLW9DDIqWK2nBF1uuTTu5SrCHSEczDoj2hEAI5EaUwzK4mVJYkCz1C08m1IHe6nFCpWSB3jtKJpKrRUtHDNdnzQegHi8SGrta1RAdbiRDgVShnm7t45rAsm1N46qqqgWuUsZ3OUhKtXr3Lj1m0WqwLjPLYtSq21REqiNfR63YAw9QE1CqH4zsuKXl8xnU7w0qMaTbFSGPNRpb0Qj2zbEwiIIa1DFWctURyzt7fH9OiIi0+dZ354BD6ckE6fe5LSGyaTUIU4a3F1cCqQD23OgUD7oC0HoUJ1UoGOqJxDJSnLsuD02bPYpsE3Db6qKGZzsEH+S8XR+5BVsnU+9lKClGSdHovVksvPfoKyqIl1RJZk9NMBnaTDvMwprGeSF+wvltyZTrk3X3B7NuPe0Yzb+4fcuHef2/v7iG6XF77wE3zmp75IUVkODiYkKiaLO4xHWxzf2eHEE2cZHT+OQbTtR7X5G7XWdNLswc+t9VOiI5SUG5UHsRanFgLrBVEUWqBCBFLsB/U+f1j8oPs8PPMTDym/iLZKXbvDr+/7OB6NCKpmD9zc11OIsiw5PDzcXFNlWZKmrV+kcxgTitSyFYfYvXkraHeWJU1dc3rnZEBru2B8q5RCKM3+5AhjHcZ5amNprEOgKKuGsgiCzcvlkqZpqKoK5xxFESzFmqYJJykPURTRSbPAO7Q20DEGfYSC2jc03rKqS+b5CtMmoE4vI40l1lZUdY7AEkcCY0vms0MkBiVsAJ0Ij7E1CIf3DovDi9Bt8dJvCOrrQl2I4MouH1oa63Wy7mZ9cN24Vv90Pdd3zlGXVaCgtCOhTqfDcrnk9ddfxzSBN2lb/q0LYO/W6d0HrdU8zEqbpsE1pkXgW/rdHkWxwuPIF8vWM1EEC6SPKB7pk9+Zs2fBGIQW6ERzffcGZ588S5IkTGdB5eXocJ/x8S2e/dzLbO0c51/89j/j3/yLP4+pG7x3ZGmMjuPQAlAxkgYn5AO4vRTByy7SoDKSLOPw+nuMT59hZhynzpzk/s2bdLp9bvvX6R/fRsUxxgYPO6kVWBBSYY0lTrqAxjUO2Wzx0he/wOzgiN/9v/5vRt0hO/0+xarkwoXzHB3NiAYRvUGfrNvlzt4d7kzuMxqNGHQHdLMRf/kXfoFnP/siB7Mjrl69xrf+4BscIyFymqTb4/ILL9I/PmL70jnEeIDsaSpn8batupxFRxLd71FVVaAsJILYKaQKCTzMVxqaNfilnRXGaQZaBam3dp6AD7DqD4qRbYbvCPAuSJ7ZYOYZhMYf4q8LkA85QYBkOp0+9GQ8Jrk/AhEcCAyrVUEv6TI9WnDq1CnyxRzjLHv37nP5489y8OYBlbUUZRXoDCZmsVgFMJnwSKmJ44QLT5/jnbfepswL8tWCQS+It0/mBWUZuiWNUKxqT5oER4iDyYS6LBj1e3T6HRpncaUJ2qIiQgjJcrZkNl1gnKVpLKvVqnUwyRkOenjjSaIYBHTHfZR16GEXJxUyjii0oykX3F0eIQSMtsYIpShtQRJ3sUKF56tzKl8Qd7oknYTG1jg8cRxjnG2VpARSKKwX7eYeinXvBLZNlKKdra8LCWs9Imi94GVogwongHBa9ARfUmcsrNGu1jKfzpge7HPv3j0OD46I43jTWl03aYSUFEVNP46p65oTx0bUZYlMIpqyYjDooWJYziYo4ckiOHPuPCLu8a0bByH5fUTr+ZFNfg6IkhhnSox31Lbh6csXWC6X5MuCbrdLbQ2LIkdNJZ0s5eTJHX7iJz/PV1/5Gp956UWG4xGuJYKqJMW5CqmioDknBKIVVZaRxNnAEcrSlP7OSaJ8hTya88SFCxzcvMXs/n2OxynzO/cZj8bYWiMijxIeZwW2MQgPjQ9tAtKIqbH0o4if/bd+hcmdI779tT/mTLdHPxlQ3p1xcmuMjzWnnniCCx9/hkIabk32eO6FT4Vqq3Ac7u7z7nfeZe/+fa6/+x7dQlJVJb1en0997rM8+bHLqG6K2h5gNKF1qXUrD2VBeMq6xJlQAQobZJyc9zgRqjoZK0wtsU3g4wSyrCLrdLAiEGaFb1uaf0aseX4hoYb2p8ARpFLbdqZ4iHckwu2TyeRxvnvEwjYGBURArDRRN2M5m5NohYgjzp8/z9WrV1mtKjqjHotlgXSOZb7COk8sBE1TozpdrLXs3rpDkkRICfPpEUJp6rKgzEtUpLAOVoXhVn7A4MJpDiaHpHGE9YFKgzBUdc6lSxcBmB7OqCuHEpqiqpEytPm0VESRIoljulk3vHataaqaU6dPcf6pp8iSmKOjI45tbZEmHbrdHqvViqoqAUi7Kf3+CO9DN6iuayrp0ZEmNzUQIeM0dClF0APdmP4KiRShZyVlFMAsqv050jgvggqOCNu/wCEjhTUObw0Q0KUioFVCUVBXaC9orEdYR52XHO0f8Op3vsPuvbtEUYQwjrIscQi8owXKKIQKyTaOY1arFZ00JU0izlx8mi989ie4eeMq9+7uMrm7y6de+CRxHHN7bx6QBR9hF+eRSn4ffJtO7BxDJglRFNHtdGiMIelkxN6HNmiacCzpsFgsyKII4oRzH/8YV65c4fU33+Dll1/GF4pUd7FNhU4ybNNgvWwnVSBbD7tQXaas8pJup8/scML4zFn23niVEyfPcrC7y3TvgN69fcZPn0NEEc47pBZoneKqJszRjCEoBQmOnXuKvXffIzGef+dv/y0+8fwLfOU3/xknumN81aBUhJGSa2+/y81r19HDDNVLeJeIREcc3j3gznu7dJsYLGQI0nhMKWs+/3M/Q+/UNvGxLbwGE0mMCsotMlY40aCE3pzIrAqlXF4FM884SULrpylRZdBR9C60OlGSKI43ycpaS5JpkBK3brU8xMV7n0lD+zmu3SCk8kgU0DrAe9/OC8B7Q5gjShaLVfvYj3ZO8Dj+/EK2n+gzzzzD8miP1bJgPBhw/Ng2q8UhWgomkxmDQYc4SZkcLXFUeO9J0wSEYHv7OJP9fZomIxKeNIvpdvthZlUFe6Cd4yMmRzO81Dgh8Q5u3dnn/NkTNKZCdQU6Eq0QdsWVq9fY2hoRJwmHRwdkcTeAlwV0uxlxGtHJEi6eP4+rG7pZh63RmNOnT7O/v49ONIPtMcfPnELrmKzTReuYrShIqDksaZrSWIFAEyUpVV2jozASMc4itAqC31oHbm1jgKBIhaDl5wm0Ctb2673ReY+XEokK6jntGMeaBnw77vDhb1nLm9m6RjkoVzl4R7lcMD2cMD08YD6f4xpDJ8vYm86RkcbaEimg8aCso7GWNFPkeU6igsMNiaIuC27fvsm5p55g/84tPv3iJ3nq9Clqb/nkS5/nt/7we/iPcDk/UskPsW6Nhd531sugLsFbPO2MTa0h0AItJGZVMko63N+9Q3fQZ3z6FD//7/27fOk3f5PXX3+V5597llW5onfyJIujKb3RiLhpdZWFwtG2QJ1FIegmKflyRbq1jTUF8cnTDAyotMM7r7+GrUrKw0OEcKhOgrceYyzB31ig2qRRlQ2zgwnxeEg5XZElGZf+wud5+/UrbBURdpojpWSerzg7OIFWgiavkTUUi13m1rNYrBj4hFR3EGlElKaMj5+gf2yL0ZPn6Jwd4QZRIOVKg1CQxlGYJaiW1WMDfFxGETLSyCjQEpxz1E0eqt3KoFSodpf5AoOgO9hCmYCKjZTGifaUtpHefEBeR8gNgtTzoL8phMe1kgDeGVrjaHzLNRHKggxUifv3HxLCfUxyf0RC4rB8/9pVBlHE9vYWwlpO74x54S99gW9++4/59EvP8t7V68HZQYDwlridcdWNoaprGg8iirHOkyR9du/dYdjv4y2cOX2Kl3/yp/jS736Z67fvEC7ZiGUj2D2YMR4MSFOJqQuUjFhRIoRild9lNBpivcMJx/b2MIwFgOGoTydJmR3NOPdkMGiVUpIlEePxmKzboTccILUm6XWI0g7EnWD1pQIQzlpPJw6emUIosoeEdRKp8TbM3rwzwd1FBPCdFOF+3hEUpXB4YfCE0yBegxUItd76BV4GRxvhFaLFUjsZyntvfdDtbWqUMyxmU44ODrl17SpvvfkGRVUSxbrdI3SYeyqB1DJYtgkZ9lljSFKJVoJYC0Rdk09n7O3u4uuSxWLB6NIFrr/7fQyeK7sHoQP0kOThh391PcKRpineuXAagQ3Rc80lC4Tp9UAd6qoJUlvAi5/5NHfv39s4ICwOD+kPekFyS7bAjYe95IQAqUFFqEjTOIsFxjs7NAoWrubM00+zyFc0eQWNpVysMHWzOUU1xoCUAU6tFFGaMBxvsShzrACRRHzsU88zWc554vw5eoMRo9EW2kd0RMqJdIsT6TGOxWPGcZ9hOmA02Cbu9TBKcOzMKc5ePs+pZ57AJB7RTxDxOqGFAXljDaIdmAdh4PDlnQuycIiQlLwJrs/OoaVCC4k1hjxfUZZlqE7blueaeid+iEXRQ2/iBnod5OTCzWvS+5+8e1Cel1IGV+/H8UjF+vM/f/48SoVrzDnHtWvXePHFF8nzfCN4EMdxiwwOW5pSwdl9VRTEaUxVB9f1w+kR3W6XPM+DvKH3vPX2m3zq+efY2hpvhBKccxweLZmvVlQ20AQaa6hNswG2SPkAsGaMIU40UsFqtQoi07ABxgghmC7mDIY94jShrGsGoyFJkiKUCiMBHYBzUkXIOAEdoeIEGcWoKEbFCSpOwtpQEqEVHtm6roeOS2DxrTsnrTLVmtIgHgD3PhhSyiC19lBRuu7aKATeOkwLAMRbrl+7RtM0GFNjraWu680atNa1LVgASWMakiRpgS+hg6NaY1tnLCdP7BArSa+Tcfr0aaSUvPCpl0AGu6WPSqv30Tr5AWspHOFh2OvjmrXIcrD8kEqhdCBZJlmKtR6pNKPhFo2z7N+7x9bxLXbOnePSi8/zu//in3Px/NM899wncXkZVM9V1A6HVVAnMYR2iW8wTYOME7pJQlHMOCpWnH7pBfpnTvP217/FrRu3cFHKJ7a3AwH3xIC923cYbG3jAC9ksAmSMUm3z3y+5OylZ8gPp9TW8LHPf5rf+63f4dn0E1x67hNYIzDzFfO7h+TTOcfHJ6kEGOHpdgp8plD9jPGpE2yd2qFzckhtKo7KGbJpJZoiCZkgijWWBqlibNMgnEAJSRQnCCFoWs6VsQ3OeyKlSKMIW9ZIY1ksZyxmc3rHt9FZBLFuqRGtzic+6IBuruawUfnWqVkACAFKImxLxHW+JcYTNFedhzWaTfiWFSg5PDz8877QHsdHHGv04dvvXOHMqMtyteDksTH5YsZXvvIVptM51i156qlzvHP1RrhGjQEvuXT5MovFkpu3dpnlK1JtSLSkNg0QIbUiSTucPHWCt99+m86ljyNbaoWxNSpOsN6yN10wHo/wOIRosDbYdkmtqEqLsTW1aeh1Msq8IcsyVqsVg+0eRZEHPlusGfQ6GGMoypLhdo+s26W2ljRNcDqGJMGrOCQ0pQCBlRFSaISSG29CCDM6jEQgiCKLb/c4YUKXJjgsCBAigPPadeYELbWh5Su3vVrvzfsMoi0+cPqswdUNrirxVYUvS47293jz1VfxriHSkroW6FhTrAqc9UihqGuDUnGgTBiLa9/TyjkGWZBwK4ucQScDZ3j79dfYHg15/dVX2Rr26A+GfPfV7+Fc2A4+qh7Oo5X8PvAuCU9brbCpYqTUeBmSVVk1xGkH21T0ByOKquTu/h6DwQCv4blPv0i+XDE9OOTu7h2eGQ5AakQUTBNq2+C9QHqFsTagqOIE5z3WO4xQ+G6XRgji05pnv5jxm//kv+CJC88grQ8E8tmcE9vHWJlg9qqExLZzK6Vjkv4AJTzlHExd0Rtt8/lf+Ut86R9/mZ/8xKc5d+Y84/EJZvfnXHz+k5TOcezkDs5atpsGHwlcB4bnTlMVS2b5BNVRRH1J3uQkSYqXju5wiFAOKw3ehyQnPTRVTbWqgnluSxWyziK1JNICmoZIQFWWHO7vo7KYfr+PTmJUEofFFwVrIyFlQG5uqs+A5lyDXNbinAENGnhGASlKWKjr+zmPxaG8CCr/Mugghqd4zPF7ZKKlDSiCMbWqC7y3XLh4nsn+hCztM18smU7n5HkJSOIoxhjDlStXqJqGrNdnmq+weJwXOMLMLIk01jv27h9w5sRJvvXNb6B0xKCXUjaWvKqItMY4y6vv3ODSmRPEcYx3DS4vSdMOR82CKFJU00O8HzEajVgulkRxALM8c+Ei8/mcY9tj8nxJfzSk2++FtRVprHNU1iGjcIqUKgor3wWRaa3j0OLXqi0Qwz6mZSgkHeDroI8b9A0jhJMIaYJ8ogxrq11lD7i1HxikSR+Sq1vrvXgCr69pcE2NK3LKoyNuXX2Xw/09yuUCbxqUEmSdhE63T9FYjPMY5/FOUJQFzgsMnjSNiOMIV+bBc1RHDHp9+lmKloIklkRK0km7HB5NONXvk2XdMHOU4JyEH6Ts9P8zHsm2pyf8YSrNwtTANCgtNhed1jq0Gl1QJ3Ht6UELzZM7Z7j61pXQQ0fyuZ/+Il/82Z/he2++Tr5Y4us6KBzYcApxsGm9KK1DkogUFkG3P6Y/2GZeGhoVE4+3+fu/9mv80auv8b/97/+QP3rlmyxnC4o8pxMndNMMjMU3Do1CiggZxTit2T5zihPnn+BeccSnf/nn6Z7ZZm96wO0bV6nmUzqJZF7OSY91IAM5jOhud+ifHBF1E0yzgtiRpIrZ/IBFPiPpaEQq0GlEY0tW1QLnbaARmAZTN0G+yISWUVVVLIscLzxNU1GXBUp45rMjDvb2KIoV3V6P3nBAlIaW6vrkhxQ/sPWyNqsVa9w1ARUqpUboUGV4BEIH3z+HxBGk0Fz7JaVmPl+Ez/5x4nuEImx4aaJpqhIhHQLLJz52melizmw246mnznNn9x5aR6wVf5xzOGuRCKbT+ebZatMEOoL1HExWXL15k6qpmR1Nefbyx/jVv/7XePbShdDKVwrjPKXx1MC1O/vkTlA2lsp6VkWJNWyQk8Y7Dg4mpJ0uSZKRlzX3799HKcVisQhmry4AU5wxaCGJtEaikL6lItgH4DkpgmOMjJNQYKNC4e4FVigQEYIIZIxQUWjDIsIYx4n2lCffRykK36+Lz6CpizNBxBr3YNRRlmjnEK7B1QWmyrlx9ftcv/oeq8WcssyhFaK/cOECFy9exLaAt8b6YByADLSotutTrHI6aUonTTk2HtFJY7IkCrN859kej8jzvFXzWfAHr3wNj8euyYIfQTySyW8TdYOwPliBGNvOr+rQusCSpClxlpEkCbZu2lNOwZOnz3Dn+m1knOKdp7O1zfbOSb72h6/g6gaa0A5Yk7gfSCk1QXYJSNIMkGgZ0ekOUDqlURFyMODv/r2/x1/7D/4mlz/xPL/1T/4pX/rS73Lrxm1cE2SalAieY9Za4iRBSokxjrI2nHz6KVZU/I3/5G9xZf8q1/bfA51z/+677O2+zeHkGrPZTUxzROGmFG7Kojri7sEtVvWcw+UBwxND+scGxMMM1UuJejEei3MWZ0JrRytJnGi63S7DYZ/t7W2SJAnSb5Ei1pBJSZWvuLd7m8nkgKSTkXY7qDhC6jicfn1owTwsebaZAa7BL631UbjIH1ySol3wQgWzYalaXqQMuqNrcWyk4CED+MfxiEWAzEOiFZ1uyvaJ43z7269y+fLHuHbjFk5IVssyAMXa+Vqv1wFCkSYBbCBZG2PQcdReg5Ldu/c4f+Eid+/e5Tvf+Q7FakknUWgZaDxaaRwKp2Je+/41Vlawahoq61itFiwWC4qiosgr8rJmtSy4d3+fpEWZIwVVXTNfLcEHdwmcZzo5IpIKYduWvw2zc+VAedoCG+xDF3bg5oUk54WGFo0tZXBfCOMeGwp/1epyKoXW8YOWqQctCWvdVjhbI6QD77BNjcaRJIoqn2OWM4r5hNe//U12b91CCWhMhVShZyPbjsvNmzfZPzygtobGuI37yxpboYWg3+/T7XbAeUajEZ1Oh/nsKIhiC09eFhRVyWA45uadu0Hsw8uwJYj3n1Q/rHjkkt8a6i4AV6woFkswlkhp4kihtdyoOjhvsHUJrWRZEmtUpClWOTSWvRu3EXEKDn7u3/h5DvcP2L12C5/XyMbhW/cCL9gkwDWyqWqqVgkmbNRxp4eLEyovmOY5Xkcsq5pf/Rt/k1/55b+CjiOOZlMmsyl5VVLjUGlEYw3WeLq9Pr1ej2VTMbVL9JNbfO4Xv8B9c8Ct+W26I8HWtoLqgNnBdUx+j0itWC3vkXVBZZ6tc8fpHOuyMDlWW7x2CO3IqwV1XdJJUiIlwrzNBSUV5wLgpVgtA5hllWPrikxHRJFidnjIwf4eBwd7VNYgpKasGqqmJjgciQfOD+qDn5bc8PUCt0i18GrRJr5wqlsnQKlVSH46SDltKtuWP7hRB/0RVGQex49BiNCqW6Opt7ZGKBlErJM0mK5O5wsuXLyIjMK1swa3SSkpi4JYaRTQ63QQHk6cOEGaxmSZpqga4jTjD155hZ0zZ5nNZhw/vs2g1yVLEiIlCWavgsIYrNK8d/sejdCUjUFFgWaAkSyXJXVt2J8cEUUJUkdMZwtu3rjFnTv3kCpif3+fpqop84JeJ2M+n7WYgbA+zEalSLW0A7HRrg2jFBN+FutrXGJdGLFY12Bcg23/rWN9EpY+CEMgHN6ZgBa1bXu0CapTUliUsNjlnGI2pZwc8ta3/5jDe3eIpAMXDg51XePabtD1G7e4efM2y2VO3ViMsxubJ+cNCNdqpC6pinJzKnfOMB4P6Q/7rKqSoq44/eRT3D+cUFlLp9vffI4f1dDvkUt+D4dtDJGUmKrakDZ1q4P3sLTYplXSShUppYi0Jl+uNrwakoRep4O07Wb9gdnSw+aZ0A6XvQcUcdZB6Ripo1ZJXSJ1hHGe965fQ8URJ0+epNvrkXY7yCQKVZQ1Gx6ON8EwUscRw2MjvK94/jOf5IkLT3Hz7lWybkyaSHq9mExZFDVNPqdcLairFf1uClpgXINKNf3xgCjVQCC2CiE2QCDn3n+MMsawWq3AOpQIlaPCQ2OYHuyznM2pq+C75YTA+DBT3VgPrRfxD0RsPpSo/J9scWz4flIGZfr2+7XEXEDZig3C7XE8QtFeC0op4jhmvphy6tSpIBXW63Hh0jPEWUpZluRlkC5bF1pr2kGkJb1eh7IsGG8NMabm6OiI0WiEc479vQllWTOZhNs+//nPoyOFsw1S0VJwgmhDXhpq4zk8mmK824BQ1mIMdV0TRRHL5ZKyqCkbE9r/SnLjxo2gc5nEOOdYLpet56VACLC22RTLtLq/Dg8PXdNrmcD19+t1EWhEYqNbvV5nG8eVD6yL9VqUwrftSxHENkxDU5fgHdJZZoeHrGZTummCXM8JrSNSeqNfWlUVZVmGnyNNbc37XsM6ona/VUpx//59yqIg63aCubYxDEdbvPXWWwy3thFKU1XN5m/4qOLRArw8FBJYTZeUixnb22OasiAa9LEuwHAdPvDPjEXgUNoj0XT7PZqqRCtF3TTM7u8zHA0x0yV12ZDqCF81WOfRWYe69cdan1jWH7m1FhFHgaemYoxtEJFm++QOJs+xec2ZJ55kvlzw9tvv0Ol1GI3HKBWgwbqT4tqqSQrRygZ5kizGqw6L6V0Gp7f4wi/+NL/93/1PjHyDqEoGx0ZEWQdTL5BZj0YJrMqp5IpZcUD/yZOk4x6NrbF5RZwkdOLg/l6tilYfULVtymAMKlsgipQqEG1NUMq//f33+MZXX2Gwtc1ge4vxeBxALS13L007oCI8HuNcUHr4oZ8WG8ALrVfhWgQb7xEy6BJ68RBlQnisFRt6yvq5fDACfBw/7tF+htY2T2HgmQAAIABJREFUOK8YDIY477l27Rpnz57lN37jNzh38TIHhxMiFcbwOoI0TVjO5sSx5viJE9y8eYteP6Uuq9Bmc8FxPE1T0rTD8fGId967yuHhAd57Xn7pRb70e7/frr2ATjY2AEtqB0VZceQdyaCLlq18H4B3CCRZkpDnBWma8OZb7/DkE2dYrVY8deY0k8mE7RPHKcuSOC+QOsGhiGIZpMfaPz10lNRGSSm4LQRvTyl04LHKwIkVeKxrEM4RrP9C4amVBFo9TyFCRb5OnlLgWw0y4UVIvs5SrZa4+YLdG9e5d+37ZJEmElBUHq0ESayZr+ZESpP2uoxPnOLWrV30ZElV5TR1QI4651szCIe3kDtDN9Kcf/JpJvt7KBVapk1VMR6Peeutt0jShKPplLI2HM0Wm/dB4LAfQQ58pJKfoJ0n+ZbwYCzzWbAe6W9toVoytnUmgCmg9bnyrbxYQ6wyXKtZOej2uPXWu0RPnWP32nWK6YJ33nmLzx07FoAtTY1Wyfs2a+89kQ9IxTXXDRGg0Vm3A84iyTCNRSjBcDhExYH/UlUVQqvQbnEQqwiEofENXgYunvYeZx3EksY4+heeZKJrlh1PRzjyekbSEyybnChqGG/vIE8k9HdGyCTDaEm1XLIwRYBV93tEUhG3bnm5rYn6MUVdYYylWVb0VEyiI7wK1WEUxZj5gnffeI0Iy6nTOyS9AVtbx4j6Y/RoC9Xp4axAtO+BUAohZGi9+Pc3HHyr3cn6dOgDmz10Q4Mgb+j7K4RbzywcVkbtfR/wmVoxwsfxiISTEMUqnJJQ7O8fcnf3Phef+TifevF5Do+W3L59n07WIa9yvPc01lI2jo89/QzXb95C6zBLk9JR144oEkymU2IdM58tEMKTZhknTp7k7u4dtkZjtBQ0Zb3xoBTtIcxZME5SVIbJfMWgnxElEZWpUQgaazArQ5ol1N7QHY24u3/AsNvh3sEhFs9w2GdrMEAjqPIC3VEB+OEtzjcor/At+EWoGCUirDdIKxAyCmvBNC0J3OIai3IaZ4McmXcW5+tgn6YEznkwotXEBScMwgc6hXAWU9dgDSZf0cyW1Msjtvs9iv6AMl9iigoaj7ICV1mOH99huH2M7e3jvPbmG8Goth0PeQG1b2E2ntbRQdHUDUmWcefeHuVizpOXLzGbHlA1Dfv7B4EEn6UY4NSZ0+Rygpwf4W3VguH+NaA9hRBPCCH+pRDiLSHEG0KI/7S9/e8LIXaFEN9tv/7yQ4/5L4UQV4QQ7wghfuFDf9U/JB6e+ThgVhTcPdxnURQByVRUWGNQSm/67NY7GhvI7oJgo5GmaRgYO8+lCxdZzObcuXmL0WBAr9Pn/t17FPMVprbQeGxLAjfG0KzJ3S3KSYgWZaqDvh6AUJK03yHrdZBJ4PFESUyaxWEeaWwgjdugYCKEQMvwhfBICSrVFLaCTPLcT3+Wu/UMudPj9uqQGQX0Y+LtjFKWFHVBUeXcvb/LtWsBsTVMUwZpSuoh8h68BWOhscjK4Moa0ViSVpcv1RpbVEReEGnN9771Td55+y12dnY4sXOK0fYxLKDihChO8f4hZGc7C10Tbx8gPuWDr4dcG97n1v4QOnQ9wA9zwGApE6ySHsePEj9Oa7n93aER0GpQ1jZI/41HQ/7wa1/lueee5+rV6yi11oKFra0tAI4fH/PmO+/Q6aTg3aao0jqcSoQI9Ik0S9BCsjUec3f3HolO+Lmf+TmOjY+R6IhOHCN822Zvh9ZegLEB0m+Nf1/7sapKnLcbwNrhZAJSYB28++57GOOYz5ccHhyxWiypyjIkVuuQNszfbFMjgosrzlTgapR3KOERzoIxKAHKe1xdIV0YXfimBlMFdxXrNn6Y3oUZWxCKb8UqvENZi7AWrKFaLTm8fw8lBf1Ol2K14sSxLZIkKD6t9zCdJhClnL/0cfqjMTev36Db7RJFUTsLtGgpwx6lQEtFUTV0eimLVXC4QAjiLKWxJnB4peD4zgkcgr2Dfe7evRvGL/ajbX3+KCc/A/zn3vtvCyH6wLeEEF9u/++/9d7/2sN3FkI8C/x14BPAaeD3hBCXvPcffur+IbEeEp9/6VOkgx7ff+NVEIInzp6FyrTQ+bBY1n17oSKkUmgVY5sqKEQMB9jliuFgwMWnL3LU3eP0zimO8pzFdEY/SYh1hJQKr1oZns3BJnzIxtpQrbUXnVCtkJeU2LLEK8lg1A/CzCIKixiL1pLGC6wFiQEbfO6qosCbEp3EzGlQQvH5X/55/usv/w5VPSWKoFkeEJsF27Gjp0ckVuOLGUl3wLFjx5iVBVUZYMW2TUYBmabJVESiIkyrGm18TVGtMHXNcNQlyhLuv/sub772GuPegNHWmLjTIe4NSLtDdJQE2LP3wY9NCJQQoAXyfbVWOGkCG8BLyHE/eDa4BgCAxxLEewV+k0TXHdPH8afGj9VallJvPORWeUknSZiuFqRxwsXTZ3n9zbdbLzuHc4Yk0axWK/r9Pnv7Rwz6PaazCdbCYDBguVySJAHdvcxXzJcLhA/6vEeTCRrPX/2VX+Hrr/wRP/m5z3L/d36XynpiJTEejHPIYGyAVAFsZW0wvo111ILoQuEWRRFN0+ClYDpb0KSGfhxzZ/c+O8d20KsV3loGSoG32KbGATpJkd5hTYXHIFWCcEF3xdmg3xloCbZNmhZsjTQ13tZB53Otn+ss3grQKhCEZLs3OourK7xtgh1YmXPUnk57ScTtK9eJpMAZS1PVREpTuZK8rEFLds6c5dzlS9y7c4e0k3E0mVM1hqoOGIXIBzhorPWGytTr9YiBqq6YzSomR9N2nxDc358y3t4mjmOqxqKEI45TojiYY4e94sO/5P7M5Oe9vwvcbb9fCCHeAs78KQ/5K8Bveu8r4JoQ4grwWeCVD+H1/ukh2FhzxJ0YFOw8eQbnDVdef4t+1iHpZCQ2Jep2ieKoVUNQSCXAuxYx5dFaIRqLQ6B0zMmzZ8B5DqYzeqMx3W4fpSJ8E7T9UHKDwgonvsBhC4awBuEdWgkwDmcapBKoRGO8wdWOra0Rh4eH9Ho9oiiiagxxnLYIK4NpB8yaVsE9EjjlWZqKnTMnaTKJGHY4ffw4OtEkScKJkzsYYxkdHweT2iSmMg2ifU1aa2xjWikxhbcFXgiUinAytG2n0wnWWjoIoiahWi757je+we71m1y89AzECQYBzmOkpCor0riDkIpo7eLgPd7agI9W69PegyQnHmoZh7u/P4utW9nvu817RLB6WP+KxwT3PyN+rNYyoTCVAtJOF9fkTBcLmqKgEyWcfOIp3vj+tSCW3uJ+oyi0R+fzOVJKZoslf+GnfoI3X3sdvKdYlXR6XZyDJEkQIoDXyrJk5+RJ6qriN/7R/0kWKX7i8z8ZFGOaEud1ULUAkLRGr4ooitFag1/7CaYkOqJqASBJmpImGaVZUlQlvSihrg179w8ZDCrOnDkD1lHMl2RDhQQa71GOMLyUDq0TbF2z1kUSIlh5ydbZxFuDawymrJAiKLPgPVIIFCJgEkSDRGJsELBQSmCqgqYsME3N/v4+J0/sIJ1FipCI8zJHuAqlJbk1OAFxJwUd8cTT52mcZ/fOPZbLHONhcnSEa3U4m6bZSJl1ej0qZ5jOFvTiGFflRJliVdUsq4Isjuj0YhprODw8pK5relkHY+tN4fNRxb8S2lMIcQ54Efh6e9PfFUK8KoT4X4UQ4/a2M8Cthx52mz99gX3oIYC0kwEeryQ7p07RG/R57/o1sizb8MoaE+gIqrXLsQTCaiBpBgKrThNkHCGimN5whFcB/dk4i6mbjZGrtRbnw9cD+D4oIUMLAzaI0vaHINfFxgIroNp0hPeeNNZIWj09IYMztHVEUiERVEWBjqONmrzSMdPZjNlywWQyYXd3l/39faRSNMagkxgvBNY5VNSS/I0LHDqpg66f9zSNbY1hA+9nMZ+Ct6H6beWNrl29go4kxjuiJA1EXKVwIuiS2vXfK6B9czefzZ9ITl4+SIIiJNEfGFIEEeH2aC14oOsJbKrajxIa/SjFj8tadi4gN5WO29amJet0ybo9Dg8PQ/IBnDdEkcI5w2AwwDlHHGu+/vWvk2bxg/s5R6/XY23yalvvnb3DCZ9+6WWsteR5RbfXwTnD9vZ2uKbWEnvtyc/7dqNvkdJaa7QI1IgkCTSg1TIQwpUKMmXT+ZzpbBFed6tt2TQNOly80KqqeGewpg44U1PjTWgBKjy2bvCtbJi3DmfMA61RD94GClbT1FRVifSuxcWEotvZ8GWqkvlsyrS1bTKm3nCVnXNtcSBCMup1N1rDg/GIbq+HUhF7eweb91U8BDqTUpKmKdvb25tCxLSvM45jdBIjlCRJko2RcPg9A4bDcdBk9hZnP9oGw4+c/IQQPeAfA/+Z934O/I/ABeAFQjX536zv+gMe/ie2IyHEfyiE+KYQ4pv/yq/6h4UH70OLoN/vh4FwpFFJxKe/+AXiTsY73/8+s+WC1WqBMA6caSHEDqHCgN2rcGIjUkFgNooQSUIyHjE4tYNRgkVVUJuGuq7anrptRZ+D8CuEi2BNq1BCtqowdtNOcMaiRNiwoyhi2A+tGduYMA8oggu1UOHi8a3+ZbjwIYkzsiyDumGZF/T7YyKd0sv6jMfH0CqhsYKiMlgHQmlErEmzDiiNVxqDCEN9L9BxQmUNRVMitSDNYs6dPc3OsEc/EXz197/Ml3/nt9m7c4c06fDkxQuMTpygu71Nd7QNsSbthP7/eiYnW3UXZKvZ+UE6gljbE/n3nf7aa2Rz/4fpKL5tq7qWQxh4Q+ExD2sgPo4fHB/2Wm6f80Nfz6GYAakiiqpmcjRH6YidnVMs8xKhFNPpCu+haRw6UiyXSw4ODvjkJz/Jzs5O66jeDchNFfaH/f37LT0mzPrjOKbb6/Gt732POOvwwkuf5Jd+6Rf5j/7O32Y+m+Bly4/zHi9D0pNa4xwoGdRVYhVOOrGO6GUdFCEh1nWNcwYdSeI0Y7aYc3P3Nrd3d9nb22Oyf8BqMcdUJbZpwDSYssA3NaKuoKmgKRGmwlU5yjWIpsY1Ja4q8HWNsCa0Tk0T2qemoSlyMAEBaqsSbIVvasxqwWz/Lnt3d8FU9DopWRLRzRJMXVIsVwHhaizzoylSSuJOh86wT9zpMhiPSNOUusy5d+sW+SooP9XWUJT1pvB3JpgNAxjToFV4P7aObXMwLShMjbGesixJkoTFYsF4OMIbSxxFDPq9tTxpuyd8+Ky8HwntKYSICIvlH3rvf6u9MO8/9P//M/D/tD/eBp546OFngTsffE7v/a8Dv94+/kOp1TfdMQHb29t45/DGBlivdTz3mRd5+/U3uHbrBs9+7OM426BlghQe5x+015yxgEArTVnXxDokDWctyXCIyhKAcCqMNMbaILbsAmxYqDBUVy20WHiCVUg4TuJbeTSxPqW0s0DvHL1ul6IsGQwGlHWD8zbQMyKNW8sf6QglHZnqUJUFSM328VMc3znNznBImsY4PEm/j/GSSMWgE2SckHUHeC2RxlNVDcbYTfIVSnHs5AkslrxYIr0n8ZbUw5W33+DujfeYTSZsb4+5+PxzXH7uU3R2TqL6A4SOsHFMkmVBeb5tA28+79Zck43ufAuA8UGw+oHVERuu1sMcpZDc2uQpgs+ZaU+o5Qd0PR+3Pn94fBRruX2OD389iwfJaXI0YdxPUFFElCYsi5zBaAvHBOcco0GKxLM1HpH1hnzve98LYAoblJ0uX77MH37tq6g4bKx7B/toFdOYmtMnx+zvH5JGCdJ5dm9c59f/h/+eQkguXX6aV9++StnYoAxjGqwNju0i1QghMMYh4jB0Vi0zsNvLiGq14RsaY7De0c1S8qLg4OAACACdsixx0xndvifpZLiywNUVVucIFRElQa8UqTai1WLtadkYtGyFJKzBmqY1gAbbVBhnsV7QVJqqLMmXM4pixbHtMZFUOBHavpgGieBwMqEpK/LpHGsDv7GoK3qjIbPFkk6/R9btcPvqdVwZOHqNcRhrN1ZMSZKS5wUvv/wZvvvad7AmrOWiKHB2xHCQULVgujiOqcuKp849SVNUOGtZLeaMT5/F+dtB7eYjij8z+Ymw+/wvwFve+3/w0O2n2hkCwL8NvN5+/0+B/0MI8Q8IQ/JngG98qK/6R4jjx48jCZ5ecRphgWQ85GOfep77d+5y9+5dnnriSbwyNJXHqlAJKhVBqy7ivSDrdvDeU9U1xJp+NmY+PWC1KtCuRlqN0gHKH0CL7k+cQoLurN9APBQizBDaxIcH387gZrMZaZoynU6JkhQVK5z0NG2rViLAQWPCKcg6D3HM2SfO4axDqhipUmrTkCZdOmlG3MmQKsYjyPMSEemAyPKgfSD0Z50OeV0FdRpXEytJN4pQTc31117j9e9+i7u7N/FC8uyzL/GJ557n+KnTNN0OLgqqKxttUyXedzxYI7q8f3CU2LQ6aed0/sHt69bw+wm68ockNclsdvT+W+QDgv3jeBA/bmt5ffKbTCZ0u6HQ7A8H7B8eUFnHvXt7CAFJGpLCeGvIfFmS58GGrKgq8AIpNO+99x6dTho2/hPb7ZgDlNJUeUFZVMQq4vxTT3F05xrLxYyf/cVf4iuvvEKkFaIJaO61SL73nqZpsDq4oYTEF4o5bx1JJ2XQ62Oc3aAgy8KwzFccGw05ms+QkebWrVvM84ITJ09RVUEsujfoB2eF1j/T1oGWpXSElpK6sZtxS13XONs8KCRbYruUEoPDioaybjg8OEJKyRNnT9JNNIlsEbRFGSgXRYkw4OqGapXTVDVKSwZbW1TWcOrUGeztO1jbMN3b5/Du/YAYVREqboUtHrJD6nQyFotFIPZHGk1LcyJ05WazGSeGfWzjSBNJsVyxXBQ8eeYslavZP5ogfsCs/8OMH+Xk9wXg3wdeE0J8t73tvwJ+VQjxAuHlXQf+DoD3/g0hxD8C3iSgy/7jPy90mJct5M/DqNvn/u1dtre3cdaidIy1Jcmwz5OdjK/+89/n9MlTQbGgkxKnHRprwQdzR2sbnAjmt0KKwL+LNMYYoqxHX6c4Y4LkkJWhqydEONVJgZQuSPtYG4AfLpDhA3LLYXwY5so1grExlEVBFEXkRbFZAD7gcAhTrgDMEQAqY5kvQCegYqSImRzu04u6nBkeZzBM6A3G1M7iVUyRN0SpxPka46oNZSCSCts4iqrG41mWK7JORCZA1RWru7u8+9p3OLi9SyQkWX/A1rHjZMMhtRRYHeNVjJQxMo4381Kh5IakHnCeIsxDabm5rfz4WmF+PSdEBEsVxQcUdEQ4wdPOOINOaOAwTafzQK53D2arj+MHxo/NWl6HdwEun8SCQRbR7aSUheHqtZt0kjiYONuGKFasViuWy4Jub0hZrFBSsnVii9t3bgU+rVIkaYRsdTvzssYYS95UDMdDlosFV66+y1Ontun1umyNeiynh+iwEolU1PJRHcbUSJmBssExwmn+v/bO7EeS7LrP311iyci1sqp6XzjDHnK4yCYpSrBhWhAMCKL1IsKAbb3pwa/eHmnoWQ/2g/8AAxasB8OCARuwYBuEDcOAQYO2KHMZLZwZkjM93T3T1VXVteUS2417/XAjs7J7upsz091TXdX3AxKZGblU3Ky4ceLcc87vxJFGRdI3dqXt8RfHyxjYwZ6P9eVVjpSSrXs7KBXRIMg6Hcr5zItYmIKqrtGdhAZHlqTL2JgSkqSXUdcVQggmsymdTgdjvGSja9xSE7ioSsq8YLyxyeULG17VylqiKMFpQZ7nCOXFsqXU3L//AU3pe+xprelkCfPasnH5OqO1dbY+2CFygsPde9R5zu7ODjJRWFMzmU5pLDglqZuGV199hVu3bvmuHFqQ5xWdxGeRJ50OB/u7CD3CCUiiGNdY8vmc6XROWeZcungZwb1lhxt49nP6o2R7fpdHr/3/1yd85veB33+K/Xpq4la1pCpKsrRHYwyyvdohiuh2u0ynU8aDIRqJqwxRElEbu1Jr1iwFYoHjOFZicTqiLvOld+KsaTsONG1avk9ckQ4f68MvdS5075YeTZvpuEiZTpKESGvf8DGOjpNHmrajufOGojKGKEpQSmALQ6/XZ29rj242pDcY0+l7qbRJMccIr0EqhQYBsvFxs8WYaOXCrPFLJ4oIV1dU8znbH3zA9OAAU5cgFFEUoaIYg6Cy1osDxA4lLc5CWXnNQ+Wk9/geiuE9mNH54Tjfo7w75xxCHscLF58RQiKlWAbpA0/m1M3l9srf0aCEopelXgy6E6FjjTXWCyBbx7lz59g7OALRyppFPnmj02nj4sDkaMZ4c8x0Om3r0CRV1TCZzOh2snYeW+oi5/79krXhiPFojc+IiOnNO9SmQUv1gKQZKLSKvOB0e4xKuZq8Zf2Fq1L0+l1MZbBNjXMOpX2ix3w+52h/j36/j7VmKcBtjEHFEfO6WRrSNIpBwnw+9wLT1nJ4WPjlw8qA9TqgxlmvKnP1GsPhkKLyv4v1itQo5ZWRpFII5xOJalO2Rt3XHddFTikiesMhRV7SiROqqqCb9Dg42KM2hjiNybf3/GeURriaqm1eO5/n6Oj4cLPWsr+/z/raCCUkk4NDEumXhKuqYjgacXh4SKcTMRz02mxf7TVCnwNnSuGF5VIajNfWvBD0bEJlSgZrI5+RVDWYsuLzn73B//vu97j0175BOc1RWQrGgE4WXa2AlSU4QEtJpATIyB/YDVRFhRIRQkuMqZYnaqeUv0pUfpmyMQ2mLbbXWi+17sBRW4OrDamKEI0jVhqBb0pZLXQ38dmgCNBCUzeGoijJ0g7OCb76q3+d/313lzjtEEcpCsX+0QQZR2RpB6RCIX15gPZecpxGmKbBmhKXV2gBm6MBxfSQw91tDra2+PmPf8Thzg7GGDprAzqDHrVwlM43sxWxJopjRJSA8CccX5hvQWpoxwEs07AfWBJ9hPGTjlbO6XjZU1oHSnzIgDoH29vbz+d4CpwcCxkuBFIrhBbMi6I1cDENjsY01DUMBl3u7x+yt3+IE5rxxjnyskapEh0l7E9zNsY+Tt/r9SiKol358MuqWZQgHaRCIWrD9SvXyWdHfOc//xe+cON1yrffxjW2VYfy9X5KK5xQGCuxjaSyDi0tQjqiSIOwZFlGHEf+QlY6kiimG6eQQaIjkiQhTiNm+ZS72w1CS1RVMJ1Olh1LhJLtvkqiJFk24XaLi2ztVWXyPGc6nXP+/Hk2N85x8fIlnHMYUzOZTZDyuMvD8fKJo6gr1oYjbFV6A7pIBHINMo65cO062aBPvT9hXueUZc5gPKJqKrIsoxYKV4OrLZGKkC4njRPub+8wXhuR5zNsY1FtiKUpKprSq+EkOkJb4/sVKsX6uU2277/Flaub7O1tt0lG1Uoyx7PljBk/fyeB8XBIPpsTKd+lIY5jsm4XGouOY3Q2QKOp5jkoiXQSqWNyYxB6EfNrFdWtX8LEeePjrFeaSDoprrHMZ3N6/a7XnHR+WZMaRORrgFzjs6dc4wtT5QPdzP2SQxT5A5uFOoyQPoZofI8tHXlP1hsSR7ff5+joACUiEhVz/ctf5t//wb/hxpXrNJUhbyy5KTEKnBvQHw7RWlMbS2UqvH6uIulGVMYyL2doKVBFw2x7i5tvvMHR7i7z3ftU0ynZaMBoY53+uQ2GF84TDQeoToZMO1gpUXjvUce+pEIKb8D9ENvJ1tZBspLZuZqZuaru4muY7FLE2rZdF5XW2LY3YNO+N3RxP4M42jixQymBc5a6MYzHYyaTmsYcksYJa2tDpvOZb/ycZego4fb7d0iimLIsSdMUrbxnMxgMKPOc2XyOENCJE2zbBV0pRVnkbAy61HVJlmVIpYgTzb27d+l2Umal99gq54gFraZnexO+z2TtQFlHqo/nq0KQSE2TKLRQ5HnOZJ6zfzQhiiJGoxEqiXnnvfdI05R+r7ssDrfW0jivixunKUiJOxTLjOrBcMiX/8pfJcn80if4OjunpE8IUwpcK64hBLVxQENZVJRVTdbpkeclmobpZM68yJGRF9xOhgPWLlwh7g3ZvXOP2sG1Vz/LfD7lnZvvcpRPeX97rw3PSCpTISPJbF6yd3gA1qEjjRaOWe5rEzudxHfPWFtDCUuEojaOKBEcHUy4sL6JEpKu1qg2R6Bxz8X2nTHjt8KwP4S6QYmYQZoxub+Pa6DbSXHzgp337nDv/Q8oPvsacbfj04CtJckyL7vTTjyJ9cWjUiw65+BU7LOtGp+BFXcy6sb3QZbKLxeIxhCpTvsBfEmF9RPN1JY4SXw2ZCv27BRY4xNkjG3QOkLrGG0MGoF2AlNWPl4hBdb4E8H0aIZLUmbVlFe/9Dq7B/t85uIlsiyhcTXEGmlKqEq0FBR1TiQETWOYHExYX18jomHUkai6Yf/2e9x9+y3uv3eTpqyoZzOauqSbdbnxpV9idOkiG6+9RnThPE2cYUSMjhK/r0nHa+eqh2r3VksPVrfTZqnZ1giu1CktPr+UifMJogBtPZXDSe/57e8/mPASOCNYgcT5HpxaEGUdZtOC+/cPqUtHEtVMD4/Ihn3ms9lyyXHQ67K3u8sXP/86d7a2MY0POUgl0VLQ77bJGLbxcXrpsMLSySLyasbO/R2uXbvCd7/3PX79NzocHOzjakEaxcxd49O3pVdv8s1jlb/Yc81ShlAKi8YSO4lwENHQTRLKskZjWwF5SzGfcPtwj/s7KcJBt9slUb7R7ag/8OpLnbTNytT0R2uM1za58fnP+/emKVIrZnnuPbG6xtY1TkpUq5nrUw5qX87U1vJJ29BLE7JORFMbtt9/n2p2hHIWoSxRnNI/f47u+th7ocKryowGPd584w0yrTGdFBFL5vMplagprV/yJJLkla+hponQyhFFglleoyOBw+KkF6s31hIJhbOC3Z09ytmc8doNtu/ttlE+L/Dty8eebWjjbLU0WiwVSMXaeMN7U6XBGUfxKJC6AAAQa0lEQVQ3zpjfP2Dr3TvcevcmwsHh4SF3bt2mLivflb3yunjWGt/QVS/W8P19Y2tMVdDUObjGLx44S6wkrq6JtUJLv85vW63PRcsOaBXKrVsGpxcZWj6G0LSBeEmkJVI46rJCIsiiBOUgkoqkFeSez+eA95ZqV9Mox6/95q8zrWe8v3WbrQ9uEdua1BmEKXDVlLqYYIopVX4AZkI93cVMdkmaOXE5Zfvnb3H7z37M7s13oCgw0ymz2Yyk22Pj/CXOX7vO+OIlOmvrEKU+LaXtLi1QiHZ5Rgr9QHxuyWoCi7W+o4Y7fr6Mn654f9ZaX8tnrVeRMWYZH1XtMs5kMnlMt4jAaaZdL0CiqKqauoKqstR1Q6cboVNF2uv4Ym7hiwykEIzWBvzKL3+dna17bN/dopfE4Bps7fvXmaLANob14QAlJUo4qvmMLIkY93tcv3qN119/nTiO+OGf/pC//3f/HlpIlND+wsw0lGWNdaY9V/h2XpUBayXWKZROqI3vyp4kHSKdAL6kKIoS4rRDlKQknYw47dA4Qdn4Yx2liZMO1oLUMSiNVBFXrlzjszc+x+e+/EskvT5EKUZqDAoZdSgbr3WT9nqgJI1xmMZRVqa9VVRV7VVfkAgV+TwFa5fd5hshkUnG8Pwlzr/yGirNQCi27u3w1a/8CmXRcO+De1S5oa4byrpisDZCC2iqEmN8slqWdGhKL/sWR4phN+PcuIcw3pkY9HqUZUmSJOwf3MdRM14f0O0lTGYTsn6vTZzz3WyeB2fL+DmHUP6fuXH+HFmvT28wIO316V24xObVz3DhynUuXrrG5pXr/K1vfhOZpmzt7aGyLnGnTyMkViqUjqmtowJqIUBrEBFCRa2qgaVphVelWvTZ8st0USv+WjtopPKF5EKC0hDHOKm8DqgQPj7WKjyY0qCFJJIRVVH6jEfTUOcFVVFSzHOKokBqTZQkVFWFiiRFXSBizeYr13jtK6/z/v073Nl6j7I8Yu/eLYrZHmVxyGy6y7zYQ4iKcr5PT1rmO3fYu/lTbv/Zj9l5+01m21soYyimEw4PDylqw/D8Rc6/8irZeAPSjEnT0AhFYfzybRRFCK1xTfPIQnVcW9u42N6WbTxYuH6slLNa8L4wiKvGdHHxAN4L3Nvb+7SOsMAJUNYVcdKlMYKjydwLNghB2s18ZnAUcfHyFQ4Ojoh0wtHREWnW4fJnrnmxaVMTtZnIxlmMM/yNb/xNdu7vU9c1G+N10liTH81IdMRsMuH73/8Bs2mNjjO+8IUvUlU1tIliQggaA0jt1Y20pigKRGMwpkJIh6lLpDxeunTOgXUkSUKWZUSRJo79uaRpe+BFShDHsY8tNg0i0nS6Gf1+nxs3bnDjxg02NzeB4+SxheJMpJTP3G4a6qqiyguqqqKqquX887odXolGKbVUkTo82MOZGtf2FMxGQy5ev96GbRzl5IginzGZHvrfNs180lAcU+SGxlhK47xnKSX9bo+mrOmmKU1ZcbQ/p8orup2Mfq+HlhFHh1OSOKWuGiIBtqpwdcnm+piD/ftoCTEgmppIwolke54mlGyX0rD8w3/8j7iwsU4nSen2e1y8cJmNtTHrozXiSLE2GKIA0Vh0mtDZXKfT7ZHqHmmWobKOT41aLtu5Y+ktWyOcg7KC1iV3SmGl8hJiCOzihN3e+/iAXzpwwmGRfhK3WYsqTmiMwwpf1GCdl1rzJ/7j2rWqMWjnJcpMbr1kUKTaxpdw7uoltn72ts+4VLC/t8Nm9xJFkdMIqFyDMSVNOSfOYmb7e5i6xEymUOYoY3B1vUzMiaOEpNsl6mY0SnkJtKqmqQ3WHTcEhoWX96APdlzPt9ywYiAfrcX5KIWWhfcnlL9eU0q12WBeVzFwBhFtP0epqRuHdg1CaqT0jZ5VHFGVDUna4eatO/SHa8RxzO7uLh9sbdPr9VBS+84ttqGTRMRJwsbmJv/n+3+Cdb7etm4Ms5lhlEnW1sd0si5vvPkm3dGAK9evczibMxr12c8rhJTU1pFqny3phASh0cL6bgrW0NQVRkmyJCGKfOKbVgpL40t+WlUpv6IEaZqCsAgr2vkc+ZIhKVBxxKVLl5Dt8e782YXGHs9Rrfx8MXXtpXMbqE3bvq2pqSsvKxZFCbLt46e1ar3Whvl8hrNeHFwLQZIkvpBe+NZi5WyKaGqK2ZS9vV2KYu6XV2WJlZqygSju0LgchEOqCCegqErObW5Q3t9h/dx56rLwff4QTOYzdL9HbWriNMUimBYVVQ1pp0sn7eKlRryg9/PIeTlTxs82zmdBIXnn1m3eveVlCX0N2Grxs08/lm1epw8Be3z7R//cO2ftUipu6bh4R9D3+xsN+/SzLutrawxGQ5IkYXNzk431NYZrI0ajAcNun9FgQD/NGPS7DAYD0ljTKEXW64GUJKMRSZ77P+ocg26GkI2PddUGrG+dZESD08J7i60ItUDQNCVGSi6//jl++uMfUs0mTIo565tjEIadvXtEnYTBeI18PqcTK/LJIUe7u2hnEUVOdXAAjaOczsnzkso6svU1+uubuCihFAKnJS6KMA66WY847YLUrZq9j3nYpmmzylqcay8gjqXJFsZvdZnT/xOPi3Rpf/+FpqPFIVv5JCFbJRgpQsLLGWVR41o3FiEj5mVDbRoMgiSJ2Nrbo98bUc5zauOYzycIqblw8Sp/+dbbXDx/kdo6oihG6RhjG7J+nzt376KjhKKao6IO+9Mcl0BnOOTLX/saN2/d4v60YuPSmOH5i/zgL/+C3lqfe5Mtn8FsJY115KUhTSKss6hel1JK8lrTSzIym5JXmpnSRFqTNLGP39kUq1JKa7BYCllQqxrXGKSSlDLCqC7ro3VGV6+SdjrsiwitIqpcURxNSXsOFTVEOkZKu5RQRDRev9NawJdLCSHRsoPIFc100WVdIiOQhWM+L3jvzh6qNiSiQ+J6rA2vcrdIvMQaDcUU9uuEH7x7j/fee4/d3RnbJmL93HnuHb1LnCp2pjkzYzFAQUNhDU469mcTxpcucu/gAIFlNOh7wRClaHRMbzhkd3eL0mnG4w2ms4K6mEBR07QKWEJankd1qXgRpKCelRzSR/+DPNPLiFU/5cO+j+ejrC8//DkHxBqGvT6DXh+tNYPBgPH6iNFoxNpwRCeJWBsO6PYyLoxHXF1f550f/YjdDz7gS6+8Qi9W1MWcpN9l49wmFy5fQDlD2tQc3rzJ9rs/w5U55mifyf6EYlawfzRhZ5pTC8Hg2jU+/8tfZ/yVrzB+9VVEkkCnh8i6qCglSbqtbBlYIYmTpI1fygfKEhZLuwCujeMtjNrCq/M6nT6LTqnjpU6va3qsl7oQ01UqQuqEb33r7/Cd7/y3Z/Yvdc496l8Y+Ig8j/m8KD5a8EkXwRYCe497balA9Ij3rQ7qWHfo8Tyvg+h5nCwXv6/lw2Nf/V2etD+Wx+/bxzknLh2Sh0+sn5DHzecz5fl9ZJ7x0fPw1z3q6z/JhYsQgqKB4nDK1sHEb2tfU3hnyq/E+lIAIWgzy0ArHwtYhIsXipqLJALNcSvZxYGfAF3aRgzKZ4n19mquHDW8cmePzYtv0u33GF+4TG+8Tn9tzPp4k4vnz5OlHdJe13ujcuHpsdQgXL0sEEqitWs7WxivQWi8bmldN8Rx3ErErdbzLZaJpJd+apuHSuD27dXGA4GzyOrqzNPwpO/4ON+/mOOfqtzNCfEsxviJzonP2SV6OT2/U8Ky1vCh/9HqZYxEPmBe4DgeBniPSbafscdXW5ZWDk74bzm+zDLLPyJaG+YcqJW/4Y2oWGr5LSUBxPE+LJeIj1v6LSseYq3p9XoMBgP6/T6j0YjBYEDSiblw7jzj8ZjxeMz6+jr9fp8sy+h2u6yv+229Xo8kSZBSAZLP3rjBO+/c/Ji/7uMJnt/TEeZz4EXicfM5GL/TznFDdPDlR97Q+CglbmHuhKXNiVl+bPGeBctlCwFtO3q8qqjAidXGkq0pfNRCvODYyq0eW4ttj+nXp5R6MPb3pCGvGFTZKt0/y+M4GL+nI8znwIvE4+bz2Sp1OIM8sTfdIwIPSw9LrJo1n0HqC0aPvTe3IuRmObZPy7/4od57i+fNow2fXDF6DxujR21bfq1Yxv0WiS6L7at/dmk/7fHXLUojAoFA4OMQPL/TympkfuXpctMiuOckyvmYoN9ujyPKbiX356HvW2z6KAHss/bPC57f0xHmc+BFIiS8nDXa04tacfva/g/eMC0dLbvSFuTBz7LssMUjjegSATj70GvyEY8XaTWP56NYlV985nwWeX+BQOBlJhi/U87SsD3Jc3vITTt+q/3Qm93K0+V9m1H6oFF6lNH5xYYouASBQOBFIBi/U8ijvKeluMoDySqrxmtxJ1uj95An5x40lO6h13y1/WNovcIPGdpHvvcXvP6xCF5fIBD4ZATjdwp5rP1YvmCf/L4nvb5ape8e2v5R9ulTce2C0QsEAk9HMH4vHR/BcIS1yUAgcMYJpQ6BQCAQeOkIxi8QCAQCLx3B+AUCgUDgpSMYv0AgEAi8dLwoCS+7wKy9P2tscDbHBWdzbNdPegfOAFPgrZPeiefEWTzm4eyO67Hz+YWQNwMQQvypc+7rJ70fz5qzOi4422MLfHLO8nFxVsd2Vsf1JMKyZyAQCAReOoLxCwQCgcBLx4tk/P7VSe/Ac+KsjgvO9tgCn5yzfFyc1bGd1XE9lhcm5hcIBAKBwKfFi+T5BQKBQCDwqXDixk8I8U0hxFtCiJ8JIb590vvzcRFC/IEQYlsI8ecr28ZCiP8uhPhpe7+28to/a8f6lhDiN09mr38xQoirQoj/KYT4iRDiL4QQ/6TdfurHFnh+nOb5HOby6RvbU+GcO7EboICfA68CMfBj4IsnuU+fYAy/BnwN+POVbf8C+Hb7+NvAP28ff7EdYwK80o5dnfQYHjOui8DX2sd94O12/0/92MLtuR0zp3o+h7l8+sb2NLeT9vx+FfiZc+4d51wF/BHw2ye8Tx8L59z/AvYe2vzbwB+2j/8Q+NbK9j9yzpXOuXeBn+F/gxcO59xd59wP2scT4CfAZc7A2ALPjVM9n8NcPn1jexpO2vhdBm6vPL/TbjvtnHfO3QV/4AHn2u2ncrxCiM8AXwX+L2dsbIFnylk8Bs7U8R7m8jEnbfwe2ZT8U9+LT49TN14hRA/4D8A/dc4dPemtj9j2Qo8t8Mx5mY6BUzfWMJcf5KSN3x3g6srzK8AHJ7Qvz5J7QoiLAO39drv9VI1XCBHhJ8u/dc79x3bzmRhb4LlwFo+BM3G8h7n8YU7a+H0feE0I8YoQIgZ+B/jjE96nZ8EfA7/bPv5d4D+tbP8dIUQihHgFeA34kxPYv1+IEEIA/xr4iXPuX668dOrHFnhunMX5fOqP9zCXH8NJZ9wAv4XPPvo58HsnvT+fYP//HXAXqPFXTP8AWAf+B/DT9n688v7fa8f6FvC3T3r/nzCub+CXOt4AftTefussjC3cnutxc2rnc5jLp29sT3MLCi+BQCAQeOk46WXPQCAQCAQ+dYLxCwQCgcBLRzB+gUAgEHjpCMYvEAgEAi8dwfgFAoFA4KUjGL9AIBAIvHQE4xcIBAKBl45g/AKBQCDw0vH/ARPeqvLToxffAAAAAElFTkSuQmCC
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<div class="prompt input_prompt">In&nbsp;[16]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">train_idx</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="n">metadata</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span> <span class="o">%</span> <span class="mi">9</span> <span class="o">!=</span> <span class="mi">0</span>
<span class="n">test_idx</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="n">metadata</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span> <span class="o">%</span> <span class="mi">9</span> <span class="o">==</span> <span class="mi">0</span>

<span class="c1"># one half as train examples of 10 identities</span>
<span class="n">X_train</span> <span class="o">=</span> <span class="n">embeddings</span><span class="p">[</span><span class="n">train_idx</span><span class="p">]</span>
<span class="c1"># another half as test examples of 10 identities</span>
<span class="n">X_test</span> <span class="o">=</span> <span class="n">embeddings</span><span class="p">[</span><span class="n">test_idx</span><span class="p">]</span>

<span class="n">targets</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([</span><span class="n">m</span><span class="o">.</span><span class="n">name</span> <span class="k">for</span> <span class="n">m</span> <span class="ow">in</span> <span class="n">metadata</span><span class="p">])</span>
<span class="n">y_train</span> <span class="o">=</span> <span class="n">targets</span><span class="p">[</span><span class="n">train_idx</span><span class="p">]</span>
<span class="n">y_test</span> <span class="o">=</span> <span class="n">targets</span><span class="p">[</span><span class="n">test_idx</span><span class="p">]</span>
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<div class="prompt input_prompt">In&nbsp;[17]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">sklearn.preprocessing</span> <span class="kn">import</span> <span class="n">LabelEncoder</span>

<span class="n">encoder</span> <span class="o">=</span> <span class="n">LabelEncoder</span><span class="p">()</span>

<span class="c1"># Numerical encoding of identities</span>
<span class="n">y_train</span> <span class="o">=</span> <span class="n">encoder</span><span class="o">.</span><span class="n">fit_transform</span><span class="p">(</span><span class="n">y_train</span><span class="p">)</span>
<span class="n">y_test</span> <span class="o">=</span> <span class="n">encoder</span><span class="o">.</span><span class="n">transform</span><span class="p">(</span><span class="n">y_test</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Standarize features</span>
<span class="kn">from</span> <span class="nn">sklearn.preprocessing</span> <span class="kn">import</span> <span class="n">StandardScaler</span>
<span class="n">sc</span> <span class="o">=</span> <span class="n">StandardScaler</span><span class="p">()</span>
<span class="n">X_train</span> <span class="o">=</span> <span class="n">sc</span><span class="o">.</span><span class="n">fit_transform</span><span class="p">(</span><span class="n">X_train</span><span class="p">)</span>
<span class="n">X_test</span> <span class="o">=</span> <span class="n">sc</span><span class="o">.</span><span class="n">transform</span><span class="p">(</span><span class="n">X_test</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">sklearn.decomposition</span> <span class="kn">import</span> <span class="n">PCA</span>

<span class="n">pca</span> <span class="o">=</span> <span class="n">PCA</span><span class="p">(</span><span class="n">n_components</span><span class="o">=</span><span class="mi">128</span><span class="p">,</span> <span class="n">svd_solver</span><span class="o">=</span><span class="s1">&#39;randomized&#39;</span><span class="p">,</span> <span class="n">whiten</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>

<span class="n">X_train</span> <span class="o">=</span> <span class="n">pca</span><span class="o">.</span><span class="n">fit_transform</span><span class="p">(</span><span class="n">X_train</span><span class="p">)</span>
<span class="n">X_test</span> <span class="o">=</span> <span class="n">pca</span><span class="o">.</span><span class="n">transform</span><span class="p">(</span><span class="n">X_test</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">sklearn.svm</span> <span class="kn">import</span> <span class="n">SVC</span>

<span class="n">clf</span> <span class="o">=</span> <span class="n">SVC</span><span class="p">(</span><span class="n">kernel</span><span class="o">=</span><span class="s1">&#39;rbf&#39;</span><span class="p">,</span> <span class="n">class_weight</span><span class="o">=</span><span class="kc">None</span> <span class="p">,</span> <span class="n">C</span><span class="o">=</span><span class="mi">10000000</span><span class="p">,</span> <span class="n">gamma</span><span class="o">=</span><span class="s1">&#39;auto&#39;</span><span class="p">)</span>
<span class="n">clf</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">X_train</span><span class="p">,</span> <span class="n">y_train</span><span class="p">)</span>
<span class="n">clf</span><span class="o">.</span><span class="n">score</span><span class="p">(</span><span class="n">X_test</span><span class="p">,</span> <span class="n">y_test</span><span class="p">)</span>
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<pre>0.9632414369256475</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">warnings</span>
<span class="c1"># Suppress LabelEncoder warning</span>
<span class="n">warnings</span><span class="o">.</span><span class="n">filterwarnings</span><span class="p">(</span><span class="s1">&#39;ignore&#39;</span><span class="p">)</span>

<span class="n">example_idx</span> <span class="o">=</span> <span class="mi">10</span>

<span class="n">example_image</span> <span class="o">=</span> <span class="n">load_image</span><span class="p">(</span><span class="n">metadata</span><span class="p">[</span><span class="n">test_idx</span><span class="p">][</span><span class="n">example_idx</span><span class="p">]</span><span class="o">.</span><span class="n">image_path</span><span class="p">())</span>
<span class="n">example_prediction</span> <span class="o">=</span> <span class="n">clf</span><span class="o">.</span><span class="n">predict</span><span class="p">([</span><span class="n">X_test</span><span class="p">[</span><span class="n">example_idx</span><span class="p">]])</span>
<span class="n">example_identity</span> <span class="o">=</span> <span class="n">encoder</span><span class="o">.</span><span class="n">inverse_transform</span><span class="p">(</span><span class="n">example_prediction</span><span class="p">)[</span><span class="mi">0</span><span class="p">]</span>

<span class="n">plt</span><span class="o">.</span><span class="n">imshow</span><span class="p">(</span><span class="n">example_image</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;Identified as </span><span class="si">{</span><span class="n">example_identity</span><span class="si">}</span><span class="s1">&#39;</span><span class="p">);</span>
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x3juCenCckDHtA5MQOboSPMmXEu10QFUXLKMI0IHtFFtW/CWbP1x7FaVv6/Wmuswv24HmWz2bDZbEDdST2vrrwugkFVZxH5ExjF1QN/qdA+f20WdUW9fO3lWlxhdRyOjZJ6Tc4JhwmCm7vA0EVunu/YbXp224Hn3vQ0N2/eZLvdcn4W2fYd5+fnvOnZW3RdxzPP3iJGz2azYdgEPIIPporf20/cu/cBEwwJ8pwQdcX23yNZEHV4H/AxQnT4KTGlhKhCSjAIU7JV1osJkZxBMDXYOUdGUIH9YWKeZ6asZD1YN2vgbLdhDjMOCIfAYZ4YR9MesrimqRzmyYTCpGTvcU4QceScmee5aTIiZo3Xz/OcmhaQUmpmRNUq5nkm54SqklIiOoePHs1CEmU9IYVMVq1I5PXv9EhjePhqLwU0XQ8U8c40hocNoEcsr1t6K1X9W7zC4J43upiKrQuUfV/x9/9uqNwJhHzN9deu+Mvq4KEAVUAZyCILblAFQgC8h1vnA9vtlr7zvPmZczZdj3dwfmPHrRtnPP/mZ/Be2PQdH/WRz7PdDYQQyNlU6BgjIray+nzApUA+KPvJkTEV1TlhnGfmnIvNLngfbBVURWKHqKLeg/ckEXAbnBc6TQYMpoS4iVhWunmemeeZRMJ7EwrOOTabAe+tlfM8s78ciU44zInDwRFFmDdKHzumlLl79y5zyoRpZD/OJM2AMDsBNXVJsmEtzll/TtNESkrXdXgXSWkk54IhZAXN5CykPDHNSgyO4KUArgUslEzKE16FEHZoTlAwCruflHdYzzfAF++bBqNALu/5dBzCGhxehEr9LaUEQgMfYwz0fc+15RUKi1+Tee9eTWlS2zlzZZ0epwJPpxK9TurVNVeg+uviTj4Lmehhu4n0fU+MnvPtlt0QeOrWDTabnt1my3YI9F1gu93w7K2bBC903rHdbtnuNqgI437PxcVdbt++jZfArfMzYvT4LqLzBfu7lza5vbBv6qjDd5GNbun7npSh3wx4H3DeXHJBBFJCshbvQQSB2HX0bgHtBJtgHRmCB2LRDDJpI+Rkk6va35qFVOz+nDO7bsPZmXLz7JZ5JA4HLseD4QGqqAqHw8TtO3c5zIl79+7xvve/xL3LAy/fvsML7/sgbhrZ70dSzkiWmiGGOATmrOynmcM0E0KH955ptNVfs2kJKSWCCGkckZzpNgO73ZbLy4H9xV2yzjgH83jAOaxvOk9MnikZANn1HSE7wJFQxCmiYibfkRdoNelX4yLLsXuzaRMkUBNy67HonGPYbpaBpw90Xj20PBEMpbTJnk+6UQRHAY5YofXUDs9H2tupMKhiIwh00TW1tI+monbB03eBYRh49umb9H2kjx23znfcGCI3zgaGYWC3GRj3l6CJGD1DANEZl5R8UA55ZJ8OXF4awj9eXOJ9ZNpEnOvxyZNE8b7DhYj3NgmmacJ7R/AdfbdBEDJKFhvwuWAUXsy/n0g4dXg86hSnDg2+uc5c7QhVRLSp6iKenLWo9EXTwKOiCGUFxAa4954gufVVt+lISQ1YTMq0yYgzr0V0not7exM2uy3Dy7cLtmEqvJa6XQEOq9cjpcScU5twcxFO3i85WqqwMg1Jijmx+GanacLHgJJwzuMdzFmaAmBtL//K5/V4uxbo1gV4bIJD19+r6bEepnKfV+K1lCeC4aS4or7XIlqkPWWlVwgBoveId2w2PV4cLpht3hUbPYRg7rrNBrzDozhVgjich1xsYEfCieJE6YNn6CMheLyf8ICjR9PM4XDJNNoEmGZP6hLBGRqeZ2VmZn+4ZNofyCnRhUiMkS5EHFImR0AFe14C82xkhG4YGOJAH83MEO/wInhxBLF2mlNuQpKQRUiuiLxig/tik+cEaELV4xDUmaiRnAmSkSDFfleSJHOP9j0ZLULZMIY0zYQ+EFNkShMpZXJOTNNMlwURzzRN3LiRwDtu37nH3bsXXO4PyMu3uXP3grl4DRKOlJR5znYLVQ4Hwy167+n7nsv9XVBlMwykNBcNZUaR5u6sZldKqQmR5m0oXomUJlwO5nr1HQg4b5ooqszVtBHBDMeCQ2ACIZ9oE3XB0qqRKoAJOlSaeQSYKdFWqUd0eV9Tft0Khqv8xyLGiDMwqpJ0IiEaOLbbbPFeODs7owsBFaHrA0Ec6oTdbkN0vqHFTmy1mtPIlDJeMxl7maLJbE3JhOCQrDBPJFUIDtcFVDJBtvRB8E6R6EnJAC5NM6qC9x2aJg4J5qTMahhF5wOh6+m6ofnYg4DDBuYh7ZnzDAKhD7joEA8+Blwoq6ZziA+FJKR4HFptZqeAueVMMyi8Bgeqjqy2sokTkIRkQWdtGphzZsKImGDJ1hWmyqOoWvtUBVHB4Q26cUpSJQQHBbS8ceMG4gLgODs742Kc2Gx79uPMOI5IpoGFWpyyaVYmN9E5V3AUh2az11OaUU1NY6iYgi+kLNNcpoKFmPaBmmCc5xmZZ4IzjQqhqP0r92IxAVzBJK8CG1XysYdhBUwungmam7S6LD9U5detYKgvI0ZTV2MIdF1Z5bdDWR2ENI0459jtdty8scM5R9/3tgprRpnJU2bWGdGZwzgx7g9tYM3zDGWFGELEF8EQvOAdhCCQzU/unaBkUlKC620lNoUbj0O8g1wEWk6o+KZ2ZlVyhqyCZsF3nr7bMAwD8zwyz7bqOYWUJ+Y0M2VbeUIwYVBdhjb4TdVHnf0vqf2uqmVAuoaQiwjOl8mrZk/X31UdIsvWHW5lW0tpg03XMtBzZhZBFTwCPhZBEnFuNG0jV3Tes+27YhYZELu53DMMA5nRfs8mhGfNTa3X1ST1ZQxkclELbaWtJkfOmSCO6Kr35NSLkHBa3I8YxqAa2zir6MB67NWJfd/v9fMxgZqkD0nQqqa1NvuiMR6vA9IfXB47wXBEwrmiQfe1s5hcBvjaoN4MA94L3kdiNKDGBc9uZ77eZ599FnFFPfShTVYnipSBME0T42Fif7hsdmcfTG27d/uDBdleJkvOGbw2N5cYsYAggnO2InWuDJScyCkZVdF1+PosfcB5e5Z+t2HoeuJmiysqrM6KC5Gck6nn3iZmxvgCUUCckIOjj4E+ShmktsJ3m6FMGOXy9m0kC96ZweLwBBcJocOJQ5wgeFzh/4sGJAidP8pETPXQVRt3bcfX9wmQksMV5qGywhqAaZwbxlCFiXcONCGO5oLMOSMxmjAFcg7MSTm7sTOPsSg3b50x6sz7P/gi+3Fuq3PG4bLgor2Lw3zAdb1N+ugYho55NDKUSGf4gThEwWVFnCf6QPSBlCfGwwHpDasRBdFsgsNlAySdQ4NpPDb/tWhCycwmgWTGFu6UT44DrZTo3OZDLv0tpT4pLt9qzrjQA96YmCVTX/WImPbx6KbFYyMY1lIcqspE+bw+D0IUEI9zEGM0e34YGi10t9kWOz0QilosHkIIzS5MyVYwdUqm2MZZcTlzOBxMMIxjGxyqxt83wozaCl9eiFAkumJBPuLM2+DMTncqrS1OCqtOPOJoYN2aqhtjZLPZ0QXfVPXaL7745L0sjLnq6ss5txfadR0+BHMJpmQrY6X2okjRDkLXHa369V0YW9EdIdprAK8CfJqX5xLV0n45GoJ1JaxxAutyKkB8VY0L0KeqzQZ3zhWviPVRzhlxiS4H+rknZ2W73TJc7um6jhDG0l9mwuWccatFp2oDVWsSNaFTn766ZuvzrXkGRqcuE7UKM+9wbpmQp0JS21he1n4zOVeMSqppcNxPosv56//XfWzxIYE8Hu7r51daHhvBsA7oEVleylq9dc7hg61MUn7r+95Q/q4zdD0E+ti186G6x+ZGwX3p5Q8So4Fz26HH10EpQjwBH4/qSAlSbtqG9waAgeW4x2N4g7jC6PdFMzV7vMJNznu6GHAOuuJfd365X4zmtvSyEphlZai8Al+FRdb2PCmlYrdL65eKtrNaoe08q2u32x3ZphVUs9iCZQI5FtrvetBrXq1o5RmvnETlnFNNcH1+pRavP+ecGaep3c+O6fJ+RegUBrV7m2vXWJ1DF9jvAweXEBVSeYfOOZKaFpPzvBIMieirXwZOY1vqsx21v4LTIogz9SlnIaUJckdWIbu5GIQGYa8ntUgRBlK8MtWloULWZRyuqdNXlYTixeFDIB32RcB8mIOPXdfx5o94UwFQHF1xu6xXk7Wq6YJrA8dWscSUDsxZGEfYl9/daiCKiHVaSuz3e8bRVpU8T0iJcIvi8ALbYUMfA13wzOPINBmzrgsRgkn3nDIpZ3JKhlqLmGBxYsJCTUXsfIASFWwDWogxcPPsBjE4vLeXHYJjGAa6vmhAfUcIrk02RAjV09BFfEHHx/0BpLrUvHk9nCN00VaQGFZ8/sA0JcZ5JGfY7bbcuvX0Yv54Gw7m6qtWvwkSdb5NExFHqHZ2EHROBbhlMe1aVKeWgCtXSD5FC1gReFQqo6vWX6Ii7Qs6joYPlNXVFo6iLWXKhLTF4PzGjnEcuXl+VoKxEtOsHKYZyZl5nIpartaHXYeIEqLDE9A8NlMml7zZplUEQugY+h7NM17cYjoVGnRwYu3OiZwmdBrJeDIB511ro0ARvMULo4XktmLPOpHVUpLaWBYR85SV/nZV0CZjfm63W8Z7Fjn6WgiQj4VgEAe+820lq6pjKmq6SeM10LWW3gs9FYpq5xb7N2czIbquK1STRNd1RG8vNnbBPAJZEVWCd63u6L1JX81E7+hjsXUTzDozay7IcFElMcTdlPWMF4jBNdBPNeE8RCfE4OiCt+dyjhCN9VdNo67r8H7hTyB5cUF2EYdNlNlNqAooOC818sdW6QBdGbyUKMtcJv12u21uVcM6pAkX80JAjci0Vd9ckAvQaGLCAXShAIiLllD/v5bem41nQLYgLi1S5Qi/KAIihAB6ZJxQGYXCoqVUYHgYDIS83I903R7vL/HZwEwzAWYjsmlCmw1fHitn0wqzksvYymlCXTEDy7t0atphdV/GGJupRtam+gqLFmR+FDNUrI0m/BKpjJ+FFZlWQW+OlUaFAc2LRiYswoWm/b0WoQCPiWCY58TFxT3riBiLy8tAk6yGz8YSygrWaSlloAbJLDaod76twlUyVx5+ymZvn5+f0wWzU0P0+FwGRM6QEwFzW6Y008fI0HUEtwzaLBB8RLuwkGnIeGdEmN4FXFEZhy7iRNHCFHJOCMGziY6+j2w2Q4uMG3ZbQli8BCJKytNC+gnFg+IDmsyEccGjqaymfpnYzjkkeLrN0CbaNBuu0vc9N59+imEYcMFzeVljEbRhHE484zy1a83FWt3kWnI+FBCwaAwu+GVSZ0PdVSFfoX7Dsd1ezRTxUjQOA25rf/vKnkwzKVuwVO13VVvxc87sNj3pqXOeOj8vmuGWuxeXRcA6mHNbmVWFPCdQ433MeSYdMppnY78mA4nz1IEzTMlpxhdtNHgxjkeagIG+6wjuEi3vWYuwFe+QEJmLN6X2dfVBCK7IyNwWgiwOF46JURWrWcyxNVBv94tDX/pviQ15NeWxEAzmD1/MgyPA5sR+BZhLEEtdyUS1sb5UlXk29FdYQEMj7tBciNEvgI+R4IvKnOajlcVhLk1RvzJnFredkV8EcZ7ghOAghAhkHEIXLbTZ3NKuTbwYwxHLDupiX23QjPOCFI9GXTmrF6R6RYAmDEK31FdZg7Uv61+Nj6jawpwLBbiAfU1jyMs7WU/g9sZWNn/tx6N3xhogO3bJnZb6zmElLJQrhchV2og4xSUjEhn+ArHz9CHQRU9wHh8cOTuyo6zYxj2AbO5TsnmlyEWb0Pswj0p0cm5lvxdXtOVkSEWjyKZt5IwWYpPLCfM2mGaahUUwnDAY1/+/kmKmeLSBlI+1tcZ7esTyWAgGBUJnu3qLOOaci0ZAY4k5SW1gzC1uPjVgS/MyqYQF8ArOM0u2iLwyEe/evcs4mrq+22wJzgRPHiveYBTZeTzgNeO2W5JOJoSKrV+LYHaeYQwVrjL1zztb9RBzd4XoGujZRdNsvCsDuvyJBwr5ByeEEquwDEgbz1NSpimhKeFixMdA3w/kXPINdB0hRuM3lJUmhNBU7SoIbDLnRVNxlc+bcTUI6WSMVi/NVRO1TSJKgBCCWwGQ7dzqcbIOvI8unFFyPtYwoOSMEDMLbLxUobX2ZgkxenD11foAACAASURBVLo+0HXRYkUmIXkjdznVJnisjsUT46qnyAs5q2mvecaJaazBm1ao6kwrWPWDqhG+gnqmZIJioTJeM/a1+h+vFprWRw4ppkINubvvnPIsXdcZy7IsniI1i9cr0xweC8EA0hD0wzQyj8duJBSmw3gsAVerUQO0yooVvDffu4AmQ6KnBCJGVrp3MbZOPD8zt6CI0Bc/daUadyGQppH95UVhqeW2OkiJCAwhFEwhkeYDILhgAGnwQoiO6gF46uatJhiqN2O324BbViYk47yjG8xm7bp41N55nknTzL1LSye23fTEoTfSlTfNRue59Uc1pSpDsNrC4zi2ep+6eat8tqjHqtWo06byOmreAEWcENZ4QlNUKvoI6vwSxFNtYidoLq7LtRDx/ujdqqolW1lpDUGKmdh1hZtRvEUCMs5MMpOSaWjzbOHZhxu2t/Htiwt8EO5d7NF7l5bhaZqtnrSYakkTfd/hxejTdTLOeQYyIo5N36FptveXZ3wMkDOHg+2V60SZcloJHUHzTAmIL212JTuUtwDQYg6xSvxifX21UNG6567YQkrBHnDC7sYZoYtM07y8n1eufDwugoEGINa/q9TTU8FQXygsqxgs7jhbSIoqjTYV0FxHcyMyidoEGkIsq40BgHHoydNonIc8t8npvW88gEoHNtKJw2GelRgtGGroQquzqu8trVix6WtIsPfmOanuSqv/uF0pJS4uLtjv9ya8uq6ZF2vPTQtA6roCWHaGKRSNYH/YN6HRdV3LUXCVKuucw8uxur9ecR/0Tk/Luv61S3N9PwPcTrZmZ1Ht18PWlWSrACkoseA8wQmx8xZwFjumPrW8kSQhzxOUkPCqNfnGisxHz1Q9IPXd1z5MKRGH3q5JFR9YZ8la2iNZUWfmhCMsfvmCBzysL49dnMcg77rf6vueuHxgfQ8rj4dgUGVKypxpIJ39vBrseCgrcyYVf6/iV00w1D2VwJfyklMh5DSwykC8rkXKWe1VmtcSQqDzDrwzRL6sLA0HWU+ceo3v6LzjxtmmcCsCQ+xafRUEXQJyCiejCIau7widBVF1XQTvDEvImZwy82FknmcuD+Zq7fuevtuA5MbTr8Ig9AM+ODZnuxLKHQmyDOg1kt9o0a6wHOWYk2A+/kVIu9V4vFqLu98zkU8sXC0TYz0BVarQMcGQtPoLj4WH/V8+q5nUNmFTa1MFdEMIxC7QzQHVnsM0ooeJNJlXYlmIAsF7dK7ei7ndq/Mm8B3aBHjLYWHLdsNwcL55HpxmFIvt0OqerYJeFxCXcuwYlzmZIuXn67Kj1jqroL+U6q3QV+WieCwEQ85KGidL4+0WACxNxXVUVKukBemmZPHyBhCCYRG5osl5tbo0aa+FIm02p3hA1bL/zEZ/Ddl80V63RO9wMRJE6UPED53ZjGB8BmwlndNYGHXC7mzHph84225wleykdRWHpDNgzMWz852t6r25K2sGnqpBzPPMNCbu3bsD2GS++/Jt02z6nre+5aPo+56Lu/eKWaKc7bZseovo7Ht7xhs3bjQ32lrQ3oi7JujmeW4rTWUIVjNkAf2ktaWStcyMM2Fu/R0W7KCkW19rGU37W9nk69KQBrVgLyfmWclujU9QsKWycFDdfiWpTAzIdMB5YbPp2I+ergvstMMHx5RMM5oOI2R7psP+gqFzDJuBKFv2h0scE4jinBKjUdVFIPY9Q7aUbPN4IE0zm13HXmdUM14is1hoelbjcEhW1CdUi7tREppXi8tK0ma5WjuQVT8ueIHR4Y1h7ckpEYaebrsxbkgubtgPV8EAixkBZktWdTjr/eqSFopxTlhePcmlbxcfe1vtuli46kuYrE3oqUloLwt3wai9GRGPppmUM2OYGXzXJpgXh86mRaQ0WRLTulIHR8oTKVu24roi+3BMg11Ws86Co8rvSTM6JVKa2RczpgrKagqc7XYMhQK+Xu3Pz8/ZDgN937cBdMriNBPDtb5YJlcRdHM6Mt/WrrHW/ysvkq2CxybIdWpxO4fjwX+kdeiSp+AqCvV9YwEtiG0qbsKljbWPfYk/iU7MLdnZWMiSV14wW1TcSotq+TQ1obqMj5ZIdp5au2KM5sL2noAiSRhPzAlFcd4VsapNM67NrKBt66vrtIfWX8d9qAX/sWAqinbyqiCGx0Uw0Gw9RQkSqOnN1wPOVdxBLI5di+tHRPHFNHBi1NB1qUKzJeiYMcEgQiyBV+sU4RW4S2jj7s/zTBc9sTAfVTLzNEPOuC4Qilus7omQc0Zyah4A745NnjUOUP3/VTgadXvPYZ6KyeHpfGB7a9so3yKOlDIhRLrOTIWzs7MFR8gzzi3mkg2mXNoZjty7Y5qb3bymL9fjrqzllZhTp247Z93ZuQ37pb3CfcJijTFchSOdmiL3mSbVG4UeTazap+b5SRYk11K/V5PO3LaVHn0UXl3o5SEE0pwXULuYVtEHiJ6cA9PBQrBFhBhMMGQXCn8BA7zBPBurNp0Kz0dxTZ72S/mVUxFR23+dUHnU8ngIBqW4dRwkZdJC3kGIUoJpshq4J87yC6pNUPNdG5XZ3JaZqai8Ts2NA9ZP3nvbOyDPlnvAG/OwL0h99AG38nKIE7a7gWk6sL+4RMjkPNNH81xIdHi/aWp4fQbJGS9K6DrbZ6Hv6fpIF5ecfKHvcDWWYR6bYKgDUUTYbc8s90PXMXQdZ2dntpqt1P2bN86LieRbdGnOmX4Y2Gw21BgKqzsduT3r5BziFoBpKnkE6gBu/4oG52IJAsstIMiIXPk+8PMqgKwlsj8BG1t/lxXzdBKsn7cChQ0nKXVUQLjvDWjeDRtUhe1hZLfdNi3lMCfO/Ib9xSXjOBqLsbAZ59m8D06ETT8wamaaDoyzZaV2XQfGukPUWK0iRpLqKqhcOiZnZZ6T9Z8bzJNVvSxFQ8Zb3+Zc+3s1JXQdeJ25SrCunZc1mjLGyHa7hRgtAe+rLI+HYKCoYy409VtTNpeOLm7ItcpaS6UjO1cHzTLInEgTDM5JA/zEmefAhQVhNoByBhV87IheWqCTmKFIzuYSIwZ8cATpm1AIoYRti9D5vknu5okomsYpWWmapuIOowkE7z2d74h9b4le+56uJhNRxXnPbrdr/QTFo+EXcDTGcAQemvdmsfvXhDG34lldtXqt8QETTKsJr+trrr5WuV5bOPJ0sJgZ13k01n/tjrUdFXh0i9YQgqXNq/17eekRb7/lnNF5WvAoiqch+sagnWdpwGAta49Sa0NWCvBBnhNpmkkJnDM+g1LyTjhwpe+bFlGF4krQPagcgbAn70tE6DozM1+9WHiMBEO1DUVNsqZCI66kIu8taYiF+eZGd17bpGYXrpKC5CVw2ItjEzt7MSUTj+88XkqqM2+RjsF5hqGjD8GyE+/v4hw89+wzhGjXDZ0lavG+pHPrOro+sO2HZtuuUf/2f6E01z9TYy33IBSVuti9fd8TYs9mYzENlYM/z3NzfVbtoO6gNAymkRjOUvAX1hOqZEkuG7K4AvSu30FbpSUcCYk6WRdT4lgVtnMXE65tdKW0PJprT0fTCsQ0w1MBUZ9rnXexjgObYCutwi3oe82t0XUdqsJhu+FsM9B5i4m5d/cSH2NLYDMV8DqURD3jxR4vFpnptEcLUzaII4ZgHi8ylDgKi7spe1jOM4hpHzEEQl2oXI1fkZbuzuVkE1eOY0Tqyi+yvBdR18IEjrQrWdGlxcIHnHMGPncbLu7dW97H9VPvyvLYCIbaMTbIS45CheiiuSb1eJCu/5yjpPqyFSQlbaqml0JlFfAWYWX7DDahYmBlHzy77VBozIHgzEXVleg7Hxxn2y0iShejPVuMbDfLqr7dDnbPsNC66xZnMXY2mQsVuoX/ppmQFgZn5fEPw0DshhJYFQgFkLX06tVmVuZ5MsKRt2AoL0tYb9loagEYtYBR4o1lebL6okbZrR/Xa5EU93B1PboiBPIaBzoZffdrd1fnIHqYy/O0rIVLxQhKFEETxDEExtHct8F7kptbDI1qpbLbudWEq1reGmdxzt5nCM6YxkVQmScom3usgJEuWDqAEBw5ZYIXZizHRF498xG/YQ3iQksBkMmsmGNHfbPWco+72H6vQPiFSHufr7Q8VoLh9LOwqG1utbIdDeZSWoh2+e69L5K7qNN15S6RQE5KNGXn6bwzCm2wsOUhxsKdB9vzQOhLth7vjVYchJbPwLQG+917vwSBAbiaN2Jgs9u2lbAmIxWhDW77ITep3/WbNlirelw9ETVWompa6xW29aFk6k7RrMwBe6yrJ+mxvX+NaXACBNbfrytHav81pdV5UtdVWEX9XURIFchl+RxkZVK5JajMO8vnUSWYubgtf2Ntc3C2nZ71VekHLWaKLtvOmRazPFMFvY0HklG1BDEeR9ZkmoQYN6NqA6fj+P6J/gj9dYLXaD4m/r3a8tgIhmlaCEQhmIrssqIrQ2kZYAs/IJXz1uM8+MWtdDYYxbV6KkSU2G2KN6Bw6gtGsOk7uuA5G3rQRBDHpjNbczrsyTrThcCNGzu2/XBkSlQijQUzde15xVf3WSR0seQmHNmP+3bO2iypk3zBLkL7rfZP23kp50UYlYlfgUYpoJqEBVc5WgnLmM4lrRuA+BrKXAasLCtTDf2171JWaQz3qeQdvR4zWOMU68EsWFThWjBcV5q6nS0DFoDK2mORcU5bf3iHeZK8Yyou5fPdlovDCDk1Ab6/vORyf4/tpqePFgUpogyxQ+fEncNIFWsWQGdAbld4MU1zrdpT6Yec0xIqkS0RreaZ9WCVVdsy2iakqtJAAtFFwK+ASBPSFdDEFBiUroSdf+BImH6YpnZbB9lAHVjHUZewdGBVm5yzDDo1vbYoFpTjjTQkTmu6AYI35L6u3M6BD0IfjX8w9Janoes6C5wpLyHPVnf0gS5E+r6jH4yYFLuSp7GoqXPOSEWDnVFzM8qUZubLmTHNBf2u7MolerIbhuZeq0DiGq+QYgbNNczZeSxjU+VtUFTkQhByK1NBi4dBKtBaB9d6Ehfnd/m2fheCHG2UYk5yIGtBfKDuQ32d16GByQ9ZFq/SSNa/r7WWtUZRhaxzrtGbq8Zl1HUzDS9LshZjCVoE6jRNTNNE38U23qqGIW7JGdE0uBCQ4CzUXYysdJ8mmzJSzMAZacIaMWC8skGvauN6Gh+77gutv3yu77MCkdUkqu5oeZXmxGMjGE47Z/EsFLLJfYKh+q0NaLOIN22JWqpAyTljO6gbah9jZOhsJVaXjUtfeQBDRxeMCJNntf0axgOQWxDSZrMxvkCJUajPsS6pJHp16tbQCId5anyNqmkMsWu2coyxCYYKTNZJsPa4rM2ANTAHqwhTXTw2tawn0enkrWUNQB5dp8ff27VytZp/Vf1rbOBqv/xxORUEa4Gw1LdMjApIu2QCNWbT0Iau48Ibz2Shhtsk72NkPuzNNBsn3NBT8zGb9yqUDNIr4eOWHJvWloTT0PrdEvYUTUtL5Czgckv7WkDxlXehBKA1uOcB+ApNe1uZEKs+82Us1e+PaJ0cldckGETkHcAdTOmZVfV3isjTwPcAHwO8A/g8VX3xUeprEYY1LXk2zaD6fkUNg/SrLdYL4EuVqM47S5kmUog82QJqvHkNYmeDIUZPFthtOksg2kXOtgPeYWaDBEswQsIHYbPZ8Pzzz5uaH3wDrKo955zDhUAMgi9bn8kq54OKo/NdG1ybzcba6hwB15D06FduSedalJxVYsScoe9bPbbJS7GHV7koK9Kf89VOq7UNuo5jOE3OeiRE8loFLtGrPhkLVAuyiTPVd2VWrObAeuzcbx+fTIY16Wp9/MhVWHGAqjEVt2DbxzFly+hU3JNJaen/naNsbZ+Yp8xhngidR+aEiE3VUPYPSXNJqBti6+O5bJ3nmnlhfbAWYjkldJpI4lD1ZHGIS9BMoVw8QKbtupWpYGCwK1jRWkM6XpBsAbQ+znnGhUi/GRAJqK7GzysoHwqN4V9R1fevvn818D+o6jeLyFeX71/1sEqkqJp1glnnesZxbqmsvJjmoKWTsmrBGCxE1odCxtFoIc/eMUQLpY7B4vNd8TaQla6zCMjeu5IEdAaFNO0RIHqhH24QO8/ZdkdfUo9XgosoFqLtbZB5X/3fvqRKcw1YFsC7uHJT2hbrTrFs0oVqDatgJQmLvYpNBhVL4GDel7K7lCbMhevan40025HaBtppENJSakq2udrwRSitV+xTsK1lLQaCBMs+pMpCy7lixdOFQm11L662ilfUALijBLJt1wlT6SvRuHqWJqlBSKv8nrLWbBY2o+q+HJeSQduAx3mem4fFgsYsWxRiyX9Tmkg6M2y3RPUQO+7u9+YSd0v2bO9ci9aNITCVsSaVD1P7s2Az4sxFX12tNK0qH+2K1rSY0kaPgOZVuoeSoRtIAhIDLZckmcchH8PnAJ9RPv+3wI/yCIKhUoEtLr6qmsuW5M75MhyyJfCgSOiczA2pJoVFldiZSt4HYTtsTLVyjhu7nQXUbHq64vaLvu6gpIyHPSRjRnZ9z9l24Nmnn2nsyK7k0wvBwpCrViBSgEHvzdZcEY3WQJMLvmxVtqyGse/NNerM7Egl6Wlw3lyp1TTwC9ZQBzIYphGcx7lYyFjF3ZWz4S6ryb1mEMLxCgwlCUoZnKfTej34LVVAMV0UlEx1/1lZ7NrlHhUDuV9dXrer3niNKa2FzFqbusoUaviAj3hv+34Eb4B21TJqhGTOhhu5vid0q4Q4AnlWpjQu5DAnzc3d95E4B/aHy/uxMWwfDO8CfW8s2ORs4cjimakJeYQ5HYO9Uvq+tJRcdhtblwwEjvukttsWEMtYvj3bHR+/74oHl9cqGBT4YTFR+HZV/XbgOVV9AUBVXxCRN191oYh8CfAlrSJdEoukkmhk7dZZ39BWnWJPerWNPoKU3Z8D283W0syXlVXKuSE4YmeIv4F+gkhq0twLSHDEaC7I3cYiFWPROmqEW3UfVsEAKwEgx6QmVpNRoaVir5pDCGHxXa/YhdWub/H/zh9N6LUavkRBLsdsO7Z0tO/Bqap+OjEryg0cxTecCpKr6mhtvAIgPD1XT6676rw1jnLdgG5eiiMhJCvhsMTAxBiJ49g0zxorYcS5mlKwuCHdsXZlyW2WVHrrALKjlPQp4dyMOE9Wo1e35yrmcA2/llx2ryI3s8JONtPhlZbTPoxx8Yy9YnYTr10w/Muq+stl8v+IiPzco15YhMi3A4iIrl/w4m+vKcBMe5BqW0UhiKHHwQei83TRsIU+RLZ96ZSihgdx9F3HdijMRO/QbDGFmnPzKlRvxHZrxKKh700oxGhqfknWYlwFVzIvhYZIawXApJgcqyhPyMZOy6Zyiw8473EutAjSrLmswGKqozhCcYcBqJTNcuZ1gNTcNJSaSbkKWS15J+23o743YbQC7QRKNOOiFVQPQ7u4qbXLTzWpfK2nmgnrSfoggHH9TNgVx+AmphrnuhiovdjqhUrFvABMCOsiWNYehJrFqgqKEILtNhWEQn5cdsBebUFXF5QQHPNc43RWXpMiGGycGUvSeZizUaMzoKlko3IzWRSy4CRyH/BS1H7N0trXTIDaH2Iepnb/oz40oGKNwbza8poEg6r+cvn/n4rI9wOfDPyKiDxftIXngX/6SHWlbNmOu2XFVTGXUbM5WSZmYbaXFTjhxEhHFuRTXJTeMQTHbgjsdj1Db7bjPF3aCuEcIUD0kb4P3Djb0ofI2Y0tfW/chLPtzvYcKK5CEdNEwFbzOZcJ4WzjVUpMhrqa0MXaV82NjA24FvsgNPZboEaVFjHojUZtHWSsxKpVVRwmuK5tcaYqthJV1Fwzcw02Uhp7cj1Z1wIZqnBYyoK8H5sGVcvRpigdE6JqvoS1lnCVhySz4k1w7FU5fUbV6mZdqMOaT5K9NI1FGyms6wIpRaapo4+BqQ/NRMiFVl43I5qmCcE38w6M4dp3HdM4st9fNKETY2Sf9k1jmHWGKeMxlNxh8T5V8trGwNZqpGAIRcevAPsCFl+t/JvQX72vo2PlMkoioC6ih+kVmxFWw6ssIrITkRv1M/B7gP8b+EHgi8ppXwT8jUepr61yq8FUVe2qdtug1uaJEKclM7Nt9OJEbbt5KcBh9JxtB7MJvUVgVtemvVhPP3QMQ8dm27PbbdidbdhubY/LzWZDiG517+PBl1Dj6dfJXzIxneb/XA/qugqt61urvkvA0/G19e80HfjVLjw5EgCndvC63tPf1vWc/n76LHAsOB7096ByFVZw3TU17doj111AvTp2gCY417hLC8nXTNJc9pe09xAqntQAyyWKdN2GJtwwCr2lmPNll2xj37q27+zxLlMPavP6vAed0+qpZra8+j0mXovG8Bzw/aUzAvBXVfXviMhPAd8rIl8M/BLwBx+lsuPBXxFnk/wGWi3IepBll6lQ0oXXPSHRjGjCSygbuhgeUGMlRCB2gRh6C3zabug7W1VulO3a1inYoKj/LCZODpYh2PCL4gmp6jyuqHQlGViuYlwKZmL/i48NQsrZNkENzjQGkWUPx2k2DaGGdMPxIGy5GhHq1kkizpKUJiHoQuFNLpurVyhRmaWsAVJWQrqsdK4wUUnLEKtpX9crS9J8tNI3QVqO192k0CU9Oyxq85FAk5on4XgyLJOxhsZrMzHNjs/NZZJLEtd1Bqv6Xuu7rSn2AaZcwW77zRfcQURaeHZOFmWraoxYsZdlmZdUsf1Sg8VNzEarD86jzpNyCf1XMRezP8aL1mP/NNT69PN1wKsUc5XC2Un7V5f78VULBlX9ReC3XfH7B4DPfKX1tQzPwbYjNyLQDFRtIRdJq0ieEOdwqsZmFPNOZFXInm4T2PaBvg/0wRGc0gXoOwtH3u4GdtsbbLaWSr0rtOUYnG14wrKCNBCscCqcswmf2+5PrqiJhjQLZXUpmadZrQbeWai3aUALM626mWZdIh4Fc3vVFSpLbpmm1uStaZqah0azlNVpvZ19tFVqFY2Yk7nHGgpfTJpFVTfzxolQU+N5EVPe6/FyPWIpzDRrwUeAFVGn3lNLKnq7XI88H3WgVyGLYnTioo3kajtbh5V5v54YZcfnZIIq5YyWHcGrh8KJZQc7xR9UPaHrzW2ZsU1h1My4PM14Z5GSm01PSomXbt/l8vISVdvLpBuqh6QA2EFaPEYopDuVai4Z7qBakt7IjBNfMkgfg8SnWgVH59w/f+xdemu7W6Is93duXz/pHlAeG+ZjLTZQ7XPdN0JksZJqEk5RZ86AQjX1ruwd6R1DHxkGS26y6c2NF4O3/Si7YISmTbckSXXFd73KV3Dq2ks5NXVyAQPl2I+stvkM/vhFL6vg1ernURAVhc0IJuxWhKOarbiqsi3zUHluV1a6lm1bWVY1WFy8J8+WsYm9Xr3El4D1BgqePPvJdzv1alNk+a73/XafmcLJ91qn2uJg8KTFDlylgh9lYwJk7RnA2B5rXMIEdtk5u2pzRaup7yEU3CjG45iUqlku72gVJu6MuZqL50Ek49QRBBLOoidNmjR2r1N33Ob7+u/+cvS7LppGxuFieOV+ylIeK8Ewz7NtPV9CrXU1qK1kHNDVQKPg2AyRzgfOuoB3his8devccIOuJ3bG0OtC5Px8yzAMliC1i0ua+AJSBb/w10XM91395imlmreoPY1iAqkJCxdMKLjimqz7CfqADwHv4pEwqC6ucZrb/cwEwUhPIeKTX+zfeWGx1d+W+H0hMSPzStWUTNrXfRFXcSceojPPTcp6tLOXaStiuyWxmBXr5Cyu+tvrxG4YyiJYvbIgk868MqzQ/vWy10y0BNI2Fiooe9M+Mrpy5TXwco2fiJoHIBvbVbRuDFNCsaMFph32ExlXRlPhl2RLyjOmmTA6csj4lNBChAurwLb6XpPWDZBSCaBSSCPMSvBa9jNRfMzY7rtA3f8T2327gsTWb2kl7NYRsMfU+iNZsJoddUFTtbGy3W75QDP23niC06sudaWroIljURi1ZLwVZ16B4IOBhyE29Dl4Z5hCCU6KIRT0Xxi6ju2wYdhYUhUjvBR1VrL5/CU2td4m7mKbhrDEK5yW+quoNuDHVODqhiwMTW94ukBjeaaUGxJtE6ICnAnBkabJMkZPE2lavDLLyrSo4VldGzSV4bkEYemJQCr9uopsXDL3K2smtapY6HB9T2jJkaGQtazAoI1PJeSktGAfXSbyKYBbTaByJ5ah7tpnEUVLHbkIIrKQ0pIl3DlXBFSibpBb27uOUK1aQr3/vNLUKrg4OcFJwHMseGp982xYQHVdNuHp5OjcOjpyzriUC4HpeOyoGotRy0a4R6Dvq4INF23LNix2kF6ZUIDHTDCsX5gNmGpG5KISShN8NTDFWHhGk/XVVanmDhKxrEbBGT/+7OyMfojEkrLdOUfSFRPvPrt4QfSPYwvAqVtWzCO70IqtCscTYL2fg4Rjr4HdR6iZiZxzTIeRcb9nHA+M48RcCTp+2TtzHY7dDTWJy2LXOx+oeRma5pML/Zbi4pSSMZkqmFZh0GIaQlI9Ahrb8Zybal7NjnWxpC5Xex2uU5vtN8tb0OjeV5gdlql5GSPHpsUqriN4XJkkmqWkyDcs1f6aW4k0Z3JYbS6bV6n0W6OKIDh59jVW4qoHIkvLIqbF1FRR231b1FLpFzp7HTcP805k4Whvj6WhJdCuCFof47F68QrKYyUYUrJgFvElQEkhhrV6m20HgTyjk5LTzMSEzIY3hG6g97aR6dluYLfb8eannrYXFaSFW8cQW57DRa7DfpyPcI2aF6Gu5HUzFlczPmtZWatEjhmpg0jE9q3UBQGvoc+uZHie58T+4sB+vzdfetIGAo77A/vLSy7u3Ga/3zNPlqq+mj4uhrYq+FBDwH1L1LHb7YidZ1PyRtjjLnkeW+CXc4Qu4gvl2sg6Qs5ziUp1ONcSmlmfVVcKlFiMSsJZpYkLy8idi1biChej7T2Bkil7IJwKNgAAIABJREFUgQDCslO5mWNzOccYnFo1Cidt34qMaSRp1oKXWLh9zkpKyjQnLvcj+3EkKdzZz7x4d+LOfmYclcPlxOHyQMozXVJ2Q+TiIhFlS46eNI+kWL1jUjYeqlnDgk3nQ2103VHMI8H4D0kSWROSZ4ILJJTgHbMX5kTZE00pux6vMLWy+GCCoE7w4igyvKoAvvWcqlFV79hme0bcDEx3p9J/j14eK8HQVDLF3FRydXqrIK4g9IuqWLdg22227HY7ttstN7Y7Npv+SIUGWih2ra/dG8GxqJ4hGBW5pg6zAB7BryT6muFYg6iqN8MGSXG1qmv7RYINbMNULD+DqnIY52ZO3b17l2ncc/fl24yj7UCleW5b0nWdJTg19uT+qG3OOfZ7262q7VdZvBW1vVNJGV9jU7z3R2SlEpJU6rRnbkQqoJENNTfzK+dlxaQAYNVUyCwCQVYrKOoaMWpB5MVMFFnOqfb3wpswYa6sQMisVKo8CkomIy3UPWVKopyJw2HiMB3YH/aM04imGVHL2m2CJeNcYFYtUY/HPJYGUDfvjx7vTlbevctaZeiRJlDBWNM4j4+vNQ87l0U7va+sqOMnx9s+qVdc9bDyWAkGOHFd1cGus6VhcyYQQiwYg3dsh8CmHzg/P+f8xo6zzcD5+Y7d2YbN0B9l2Kn114FSBUZ7AWVArd1GNW7jyHOgC0GpuiavIkHVe7XJUfkEKXPvzl3TBOYFTNsflnwN9+7dY395j3u377R9KrxjZdYU7ucqJLlOfOdMCHVdxziOlmW66+iHhV5t/VLbOiLel9yGx7trr9X9xVukLdGs2fI1x2WxwxGSpgbSGQ/EQIg13lFLvc+630w4LfejmVyLcMiJdt+6O5UYowmoW9ApF/uD/V1ccufikrsXl1we9ozjyOEwMY2j0ccLGOw4zqJdnzEU4JCcjKW7Gj9r06g+v3OWMGbM5pXQVX8q5mI3izQeWWFrj5F9bweaxrD8frXAUNUGrhvl6sMUfFyjzLZvSy6oXkZUCM6iIKMXNn3H0PUMXeD8xsDZdstzzz7Fjd2GTT9w88a2bLyybMDhnMOvyCwUF5EvadbraiTOdoOapyVBaBUKMfRH+RUBLscDjDS/cQhGzErzzDSZl2VMMyRaKntV5aUXXy6b046t7ffuXTJOqfATDpah+GBmBpLBh5LrUcnZiCvjlKiAZQjuvsFZNYzFd295H4bd1mIAushud8O0rbBhLprMImhMiCCZVHMpkm1FV6PnTpWEpEY2MnLaMhTNYyNHGItvcSQmZE6fe21rz8Vt2zwxBT+xyQ85KbNiJp2o9bUmxss9dy/3vOe97+POnXu8dPsuv/Su93D7zgUv3n65gbrk2XKAMjNnRTQxjvOR2SjiCUEYup6U7J3keW7mgwn/ZS/MGhJv7fj/uXt3WMuSLD3vWxGxH+fcV2bWq6u7muzhcGY4Q5Ec0ZAtQK4AWRIkSwYBOgLkkrJkEaAlSxYNQZKhBz3JIyCBghwJA4GiAGoAiZye6ZmeflRWPu6957H3jpeMFRF7n5tZ3VWtAZHDDSQq6+a5956zd8SKtf71r/9XPEJSJhP0vhhLTRYUN9V7VNO27f1IQqPOKzBfgmhzI6d9TwUwU0r0u5Fxv+NXYTJ8MIEBKuAYWuqWktfOgAidtfqnUym2/dgzDB3X+z1XO9W42+1Gxn5oGox1nNpYFXep6XY2VT36SdsMIBcm5RMewzaz2J4mttJsJZfgpfV59AvTaeb+/p7Fe6JXJmENKofDkWmamCffAs/hPLHMpZxIXpWG8jrVl5fAggrUWqPzGCGsCk7ebs1lcjs1tKWWmiJR3/fs9yOuV1ftu2eR/X5PZjPWLLlNH5oK7pV7YIsQiyTVKaj1vnIAEikLnVmzkwrobPUctm25vMl6tsGhZmhxExhSSsTS9ai6n9o1EVIJyInMMgeOhwMPj0devnzFw+HE4+Go2cIys/ioOE+KSIwkyYTk2kbT4CgNd6mGwfWPL/dYNpOQmiEGUnKaUbiaUdT28aZEEAW9lTC3fv8WKrwEUy0kIZsnikx5A4pKvFjP9Vn/KtcHExi2i0EVmhWk6ZxqM17tOsZ+wDrDi9sb9lc6AfnZx7dc73d89PxZk0bbDSruqhPRStYxbh3y2Up2V2FVEcF2HcZYdv1QpiBXa3hj1NwllE3ashBr9euL5/XpFSEEXn35kuPxyOk0cT6f1xO4G9qEXwi62HwMrTVYZfObI5VV/oEtdfLxeCrZhLL4RITztCi92QiRdeGFFMlJGHd9+6x+g31Ubw3NGHTM/Lvf/S59cby6vbkix0Tf98ReRT+qByQ50pU5gLTxuuxtDaRGnarrfQ6eKry5psgbuvNGX6OdknHdGL4FHm2LpgyLT4Rc2olJP28KkYeHB47ngwaDt/fcPx742euvOE0zS4g8HCam2eOj4EOEmIkh4gwsBJY5gM2cWMuzeZ6glJN93+NjQrzXNxLXLpLFtixkGCI7Zwkx0kUtHURUGkCMEKW2XSPGKritDd6yGITWqTCiQa9mtdSsiuIPUK4KPtbWbd/37HZ7cA4JK0fim1wfTGCAS1BHp+NUeck6YRgGxmFsSkzDoFnDfj+yv9qppLszuCLyaiw6vcamzyytSG51amyRX70xn7aLatAIIajxh0jb3CKZEBLLsjBNE49v7zmfz3z55ZeaDcx+UydqWuqpC760HYU2QRnKXISi3XoyG1PITD4QupI9JGEuJjPttE40RyuAJeiUoLYqy8m3+Vzd4FpgWpaF0+nUTsObmxtieI5kbfPKzVXx36RwBTI5bkRgRWcJ1hKglAYXA1/SOh9PZwFSDmtAqM8lrEEibKYJQ6kwz4t2sPQzpAYqvn79msPpkZcvX3F4fOTxcODxeCKkTIgZHxK+kLpi4V0I0lqXPiZshlgdtrMClsuSGtPRiiHIxbl9sX637Ms2lk0mGYhRy6wo2jlRgxqVl7/ol7PlftD2/9Os4um1zXRFqguZIwbPKjv9y68PKjAAehoZHTYiJz2ZrKHvHH2npKZxHNiPPbuN2UvfOy0Zth0IEUiq7huSYExqAUAZD4VGLKs5jSEVkY0SoYsiM2jZYEQYnFrZp5RZphOn04nj8cjLL7/kdJy4v79v6f9+f91q/G4Y125FAUVzbp2/lllUJN5KpisIeYoBa1Q63ncBO2mQcMbqIo+RPhZKNEVliUhK5p1NhzHkEjBYVDvA2hM5Z8Z+YDqd1XnJCHG343oc1DZ+qLJ0gWRVR9NVwdkMOdVUVi7uYTY6Q9I19kRtb+qzaWBiSmWWoNC6633ZDFItQQfapimweMUCzpOOSx+PR16+fMlxOvH69Rvm05nTrAFanZoueSPt9C1Lr2IYqQB6ORU155TwKTWFsS3guB011zauNli3mZR2tepzLspaprBLUyoCQHpY1Hv2FHwUWQOPvC8oiWYWmbW7oy3sHtM54vzOt/zC64MJDCsAqMCR61TQdFek2u9urtntdow7xyeffMT1fmS3G7i62ut05KCU1qrO4zo1j/FpzQja3L8xOmtBMUM1lxlCG6vNlc+gzlTDoCXG8VEHaU6nE69ev2SaJmIBGo0xfPfTzzCd1nedU+FWPQxWinBDjEt7s2YmXeFKzPNcLM/KYshwd3dX5OMDjwWj8AWs1BKkbqjE8XhmnmdOk/pXaOtvvRchLi1I1fLo5yVl7rqO11++pO8sN/srTt/9nK53jL1mSkjiZr9jLJoVvdu0a61VavjGkwIMViwxlQwqVZZruAAUgbahYizjzykVPCAzB8958sSQOUwe7yPnaeb12wPTcuZ4PPLw8NCk4HPOiHEkZvwc8blwAvJ2vqECjFVmzSr5zLiCCRXnsFL6DW617kspYZIKD9fuUA0aIQQM+jytKC5qBHwOkIxqd6LBVJ9JyRBquaBvTjtlIoW8lGm6mfrd7+yj9d8UuxiK/+n9txym+mACw/ZKOWonwgr90LHfj9p+3O24GocyHXnFuHN0vW32YbZIhOssvC3p+OYHV7oxlzJq7fduTi6gUYrr16r70/39PY+PjxwOBx4e36oIitPhrN46drurtkn8pgZtAzptKKdDWqehuBUXFWIRwYelOVYpEUnFQbz3pJLme7/2908nlUEPISi70VqyWacwJ78eG7V82ZZN3ntSjDqvkmDoLMt50rbwTgOxBoGMzZGcdsq47ftWAmnqGslb8LGSbzYgYwh+w0nI77yXyh2p7937yHmZORwnZh85HD3TPDNNntcPj4UkFlqQ3bYMFYPIhELeal/PSu2WMhovbV3U0i7QdUqYwpv1wCjTuDHUckjeOc1jjCVrqodSgvL8tTWqrEiyslCfWtKl0uJUxMa8Q6X+RVfNREUsXTeUluW3uz6owPBOxERbZWNx1rkad+x2Azd7JTD1Q6nHN6DW9k8WbRGtbaDyAONKLmlttnYKhNajxhRn5xgJwPl4wnvPw+NbzscT83RGMgXk2amprbU6BFbHrkvXQJ2119vtqreFCCmV18Z14xij4rINF8iJWE4XH1WnsuvVrzKEQI4r0aZuUh+0czMHTbNP03FNUWMip0wyT7gcSYlc5/OZsKjF+2trODrH1fWg5jydwQFhXhTczLFstB49eTtNjkp7tjOdgmt5Dbx1A1fGX73Wfw+aNcTI+XzmfJ45nCYeDgeWkDieAov3TJPn4eFRM6wCGMeokva127MNPCmtKbvIhmSE9g719aZhFoPt2uFR261VL3L2c8lKCkhIIX9lHeaKF4FIyAWfoJgEGZNJhWlnMm36tj6Luja1DbliUzV8ypN7t36m9e8rl+HbXR9MYKgcfQFyDHS2w9nM7X7HR3fP+PyTj7EWrm/2PLu7YhwHZfMJZU5OmkhIDImctB607aYUgClQnJAMSfRUMvrdGkhsp5G6IOdzOc2n04mvvnypi6PUysNQzGe6sWUAtRxKZYP1vf6bcetAVgiBxQdiKCIioozJKS7ERXGGmkXU/48pcD6fC9kpcDicAJRvUQJZQqjO0opMJ1KMSMo6gbq/KqatcDg9ts2ZWL0xcslwkg/4kImzh7DQd5YcbvHDwNh33APnvi9j7KMSqIZBZfBcjyufu8qnGUuzftOH7HWJ5xKMc8aJY/Lasj2dlNMxzzOvH7REeDweefnqDSEKPpS5gCy8fPmK86Ss0mG/Q70VLCalorqtZ3KMsCyJmDMhljZpSkhSKry1HZHM4jWozF6dxTvjwDqSZIwd2NkBsuE8e0BBQ6HqiOb2jMPiEePoxJCtIVtLMpZUNrPLVinMVRDWZEzSwIFI6VAoZ0OyitimTeqQNsrbxETaAM05R3yKuHFgvNoXkOKb78cPJjBsLzEqjdV3WteOfUffdwV47Ok6h609YlbNwO3JV68q65WNQbIlEZAoJMnaDhJYs4eq57+mmvOi6fzpcCgOxzD0Q7G7U4WozqyKTzXAgQ7nNO5EXhmXmuqnCzZlStrdMCW41TZnjPo7Q9DAoO3V0D5nndCsJ5yu9TXjijG3k2MIQYHAJ6dS2jAUnTGQMtYaSJGYIjGEApbRgm+VUtcNtabSXbLYGBFnsclefH5yRIoL1Pb3S1JjFo9+hmXxTMtM8InTNPNweORwOnE4nbh/fOB88oipJ7khhHXQzTmnOpxF2CWnrKPlWadctY27upFLBiuukbFWPIjW7XC1Hs0r4q+/u5RHspah9WRv5Yx+43ryA+RIztrVaiyEMuimQrQVf0jvrOenXbP298KnMFn/FERCn7e7HCv4JtcHFBgux1+HoVPBlZ1SeYfO4ga3mr2alYUnYhqvoKHFrZzQ6GuMU/ISGqVXWogy6tfWX2zUVVJimqYC8nm6XrsKu2HEuR5r1W4dymKIqjykLk06aNNO5TIm0VqyriubRJoI6TRN7f0fDoemvyCFbFRfF2NsQGgKCsx5Hwh+WWv5RtsuqlDiiH1fCEKZ3nVEMfha7uibu8w4eL9eZK37Ae2ajH0jAYnR1DpGT3KOjJ5eZFvWrqbtdVgtZ2Wa+uKh4Bf9nNN5UTrz6cT9/QPn08x5njk8njidFnb7G7Lo92fAdF0B6vSwCCULibFiFKEFT7JtG7UB0vny+cDqddLJZWdnHUATQohqttNwjXUNv483UH+O4hvrwVGvet8bENrW6WZaVOw7waGV4YLSrUsQM2a1q/s21wcUGNZ+bddZnj+/4+72ik8++Zjb22vGsaffOcZdVx5MsTm3TsU3N+pKjSBUatmaZlf5dWPYmNpkVXcmE3IgpUiYpkZUkaxS78PuiuvdvvSyV2p19LqgjQg+LmWMdgXalmXRIaioWEcLXkmxgWmaOJ1O7ffVzGKeZ3xSBmT9WtU5b6VDSgoyFnr30BWGIQpcxpiZy8/EKNJeL9fpNOaYx/Z7jTGqp2kMlkyOht45nBOGvl9LnKCTrbELxM7Sj2sdrs1SsH2Hc7ExPSXFouMYWsahzycze71HOQvTeeF0OnP/+Mj5PPPqzT0/+vFPlOFpTJHdT/TjntkvnA5nzQaNQYzjcDqzxLCWYtGX7EtbhiEJyEYxm5KOJw0mMXWkIvGmGZsjSFXcyNrNsarpsdvtlAMynUHKGjQrRtQyh5gIpW0udtA5k7QgzimL1ArZqJxftoo9ZEm4YreX0UwtCcp+lC3fpx6Ehirao8Ctqpr3nbqo854g9YuuDyow1JtvjGEcR66vdDpyGDtV2S0jx9/mqpuCkjLXNLFG+KfAJawnRYyRofANqhhMZTvWK3p94NvPcMEZKP6DIgkfQtvk59PcJMs1FY6lo5AIYVE8oVIiRU8kJ9oR6GzfyoPK9lRbtZWnr4Ep01E6ItZwOs9r0MwB0zlc+d461WqMWquxEY8Z7Co/pyedlhpbUK/+fa1xL4k+lMyhZb6bci3HVEqs1LKi02ni/vHIw+HA+TwTYsR2Pc72dKN2dlJSv0lEVbOszZxnXzCcqd2L2S/KpDSW6hxdeQrkhNiCcRXsSac5a3mk/3VP5Pqstc0fc1rm0kUw+lbMKnZrC5kLEpIEMQmL6NSm5NIJiVo22IzgqO7lT0EBk4uN4PvWeH1vT9bhvwIZQ9Vr0uGT/XjFixcvuLu5YixGMX0dhy7sRm0JyoZvcOmbICJNvTmhwzigp8F6MzXS1tO7stS6Qce4+9KuzDnjQ8anQI+6R6nloBCTlOxCT/PzeV4xhSyIyfglcf94YPK66Y/H83pyRi1ntMZ3dL3DDXtMwwqSmrP2g8qyuaGcAKktwhhzmf+wWGvY7cpJXUFFgZResyylBRhFZx3SvLINU8ZIRwqZse+LXJkof8HUTVFt1rVNbLv1/ohVunl9LtqCL+Aatjl5QWr31WdtWy7TzPF45uH+wOw9P/nJz3Qi8jyz219rmRECp3lW4O+sPA0dFtoRY+ThcGoBaTovK2FMBKxFcnEQN6YFrZQV3zAo58HarvEwQiyybUZdyMTkNi4PMPZuLRVTajhMtQnQjMhDSlgsUhWVKFu+dG2WZSJbne2xkt4pa3JRZlmxDaVJ6bouvqbGKNAsZThL1szl6urSru6bXB9QYKjXxtilRDqt62q6Wj0Y6n8Npiozv69mK52AOk69PcW2baiqN5lSYuh6OqdZiin/niLFlVjrSh/qgkBHqqMO8MSowiBrSaBmqCEkHh8fCUX5OcTUTjTvI3NQjkFnOswyt9PIe684gQjX/VA8MnpdgMmXRZqxlqZeXD9THSRTTcfYhGe0bJmJcb3Pukl0TsWKwRntcNQ6WAOC9sdd12m7tdOZlOq52SZZC7nLbchAAq2tV99fSklpzfNC8oHkA4fDgeNZyUo+qrt3CIVPghAOZ1KCWGjUNWvSZw0xSTtx2/oh4+MKsqrmQt/q/CYJHxMx7MlOU/OUKMNateZHp16l8BBEqKa41XB4KQ7YAH3clFLlNG+4T8qEoPMkVoyOXJSRcmH9DGQdmb7gZWSdn1E4SIrbdm57pUkAWEsqXJxve31QgSEXhaMYlC3Xd0P5ekGc7SrJZm2VUlfprPfpIdTMQf+wMnE3HQzd9Ct9tT7IGjzcplasCk7ee+KiaX/1SEgpaWAIuW32ZVk4nk+aHi8Bn9QCrU7uxZg5nmfm2ROSx1rLkrWseN7plOh+2Gk71hiubm4Z+46hH8kpMc+TAnsYQliYZiUopRxUmDWGAupp2lq1KWqZVO9RVakyxqyKQIWq2zbFBh9x3Wr9VttlIop+m2Lpp+Pe3cW9rirXQCNieR8am7NhLocjy7IgOEzvAA3ES0jo8FhWfwzj6LtiOSDgFkcqTNDaGo45rTiCVD5LvQrAmte151NkSOrvsbJgi8gvCmQmVq5IKz+zGh09LaXaOpRMSgHrOg1wOZXBMSmdsaqIRelMvJ/RZNB2+/uAzZVJsd1TGef6MovxzTUZPqDAoNmAAKeT0njHcST6M13XsR+v2O1HUpE3U7aj0Tn6fNn+qpdmCvr/Vo9d/S2iU5IxJkJB10WE6/2OlMDPZ3xYpy5zzkg27ZTySyjU7cy0qNZCbTemkJlmLRemaeK8eOZ51oCRU5M50zo4kgX63Z7r3cj3vve9Jml/d3eng2Ndr6lmBKEM8mQFNbvecn//hhA0ZX3+2Xc4HA7c39/jS8myzGcGZ+m7nnHQzKDrOpyVFRgt4KNFwKhJihhIXoVV/ZLK0JBmAiml4qNh6HrNENzQMxYHr3Ecubq5orN9CbirwayItgOXJbTuhtLLa/cnMS+JvhsQO5DF4EPgcJqYl4BzHcPQM/kFP+smff34Cp8yV1dXGBaO88KymVVo4Fw5rYWi4C2AWKwdSBLIhecSYib4hM+RxS6k1GnHEVXRslnIKZCqR6kx5JTw0SvdHsglA9UuWs+0eGa/cHt1i7WG+XRS8p0ksMpTkDJJS+mmGatanKUH2tZp/fvFWlfIWzk5K4ereI04bN8T53XI7pddH1Bg0AUEgvczISxYZyAq3dl1OjkZSReZAfDO/yvYWL6e16+ZUncJmeITo+OvpUWXcmGslclF0BseY8RiOZc0Mcx64meB4Ne0eFmUtDTPSuFdYsIvER9SARVL1hCUtZeA69tbnj1/zs3dLd/5/LvFXVvLpmEYuLu5xYeF5Twzn8+M48jjwwOPpzND7Lg/qthLCAufffIprh8Z95EueZYYSdME1rWeP2gXo+97ck7EZVHgCxoQa4yhMxZvNkzFlDAu6wh7qDMfppQNjm5wuL7Hdh226+i6AWs6LCBVwr3UySmrl4OzGdurT+cSEsfzzDIH1ZvoHClbZu9xdsQaZUMmQGzmNC88HE5ghNM86TxFKryOlFkqV6TNx1Q2q4WQSx2uETCLDnpVUyHVi4xkW8lqqmWRN5lpLUPb6H3BKqi8mQ23wZTDpXbI2kyJGGXhFHZuA3FzUXjarO9tm1NyUSAvuAawuprXzytVgn8FIL/NINUHFBg0X8jklobrRGLX6lV9GCvAKJsToPVyN1ftU2//f8txWElJ6wbIm7799ucpz0ADQ/KpZQwp2wusIEVt6S2xlBXl+c3zzOSXwtfPjPs9w27HJ599yt3dHVdXV/TjHtNZbK+1ccgJ6R0mJ3w+c1q0HbrEyJevvmJZFh6ODy0Nt05FOZZlUaGVRDEdsUw+sMyzLuy8qiBfLPDN32unImw6KSHQ8AjKa9SNqW/ycZXtWO+tck0K0UnSRXpdN0gMmXleeHh45DTNGOuwXa/chWmhG29wfcQ/HIl+IWXh/lFbmt0wYJzDRyVCDf3YAplaEegUKOjpWddMfb6NNxAtsPHtkOp+pi+21kK1MGjrR+OMc04zkM1Us7akC++h/sxNueqcPpeMtK6MlPuDJOoQ2tOrDX9tsoanh+TT15uuV7Xwb3F9QIEhlSiX8QHtRy8LH3103dLTr9v8IedCdCoP3qwZRM0YUtH/g7IJRMeurRhS6T2TUpEWLw8orgEjhcx0OhdMIpOCItYhrqdBTop2H8/a2z6dJs7zon36yRNzYtwP3Fzd8vzjj3B9h3E9h9PCFCL0I8+GZ4gbuL+/53A48M9/+COOR+3pHx4eOZ0OrT6fponH4wO969jtdry6fyQuXgGw5Oms4/nNnnHoST4wHx/onGMce+5ur+k6bf+mlBj6HjVMWevQ1idHVbDEWdzQ040DV1c33N5ec3VzTb/r6TrL1dUVtnO6ESsL1RqGQgzzfiaWkktbtErlnebA42Hi7f2Rx8OM7XYkMcBAyBEjPXOYOM9JR4hDZI4R4zo++ewzvv9rP+DLr17y1cvXvH37Fus63Lgje0/wng6K8EvEdtq1iTVlt6L9/6IANfsF6zoGLFKG0Nq6kxWrqOtCMRdDxBCzo4rPONcxlTUspgCddXakswyp19M9W7I/l0CQNiWD3m9Jgn0acPJlNtH+oJYJClhyIajbj3tO96++8W78pYFBRP4L4N8Gvsw5/2vlay+A/x74AfBHwL+Xc35T/u0/Af4WGj//45zzP/qmb6ZKdSWBx+OJ+XRGPr6hd10BIIXoC3eu9qNrT9rozVCHuNKiLMQV3fQKJMIm6lKNbkua6FTYxRmYvScFFQPZgokaAFhHnIO07MEHz+QDh+O5YAsL53lhmmfImZvbW3bXV9zc3IFYTtPC6eEBIw43OM4+8fbhAMDhcFAq9unEm/vX3N8/knPm/v4N3ns+++xzfEg8zokdMLieJIIXIXeOt6/elulQw+wXzThzghBwocjGi4Uu4ZcJW6jluciPpSKT3nWWEBTsqye8te4iOxi7NaOrZCt1ARess42WK9kiOZHNqtwcQirS+BFje8VhlszJTyQc3e6GaYnMEYII1/sbjLMM0dPv9nz+/S/467/7N/g//s9/wtuHA+I6lhBUA9I6emMIy1w2a9WroDAyNW03Ze2JZGJeyHntJNSOVe47OufKfdH5DqK2h+trtYNSrA+Q0g0JuOjJpWsTky+djEhi1XYwZY6rviftYCi/ORe5d4V3AAAgAElEQVRwtG74XGZ8RFs97xyWq1tXoYTHiBu/ncTbN8kY/kvgPwf+683X/i7wP+ec/76I/N3y/39HRH4H+PeBvwp8F/ifROQ3c93xv+Da0jlyhsfHI34J7Mcd1qpmgBR20go0CkkM5sK2rAiVoD+wSpure9Nl6lUfZk3lqtuSYFV0U4RlOTXdg9PxXMqGdcEssyoIee+ZfSB4mGIlJhmGcWTc7TCdYxx1mOU8TVpWJNUIyDnDUfjhH/9YS5ZlJoXMMOiItbYCVWz29uOPEQxJhH438jd/57d5cfeMZ8+e8Sc/+iFv3rzBOYMn4c9npHccjgfi4rnbj5jOMQw7BbkSOGvb6PduHDFOZemrfVo2goQir3ez1ynXqyv211cMOxXd7XdVgMa1EkKDRlc0KXb6GWPAOBWvMdnw9u1bVcOeJnLOXF9fM4eO4xy43l9j+4GuH3g8T0RxBFTKLoaFfrym6yzf+fz7/PZf/Rv8wY9+zP/z//5QR+Jsp3sjBazp8HgtUTMIgYxrVoQ5JshBW5BtDSViDsrryIkYDcSEuNVMGCCFBVOyAREdcgpFoq46e6dUB7kEYzPezwiW2Qe8OFynqtpZQQINBrIpEzIggjWrL2kbr6iYAoppSLa07kb5/lzW/n6//2Vb8OL6pYEh5/y/isgPnnz53wH+zfL3/wr4X4C/U77+3+WcZ+APReRfAP8G8L99q3fF2s7qXYcVC3IZFOrftdmwsvDKe2bzok0g2MwqmFVcpOrp5fjke1nr7TqoE4JqLtaWn/cRH1dX6ixaP6qupNJ0c2n1zSXj8N5z8jMJlfgyRh0bluAJVbwkZc6zEq6sc7i+4+wXRruj7ztO05nbbsfv/s1/ne9///uM48jD4z0PxxP90HF9+wzf9Xz6ySe84UsO8W3BR1SXMIXcuCBJLCkp0ajve6xzK+sStDzoLNfXqg1ZNSJXPMFRzYar2vGaXay6DJU9uQXwuq5rvAif1eTm5uaGZx9/D9sP+JQ4/ewlpgv0w47Jq7TdMHRkSbx6e8/Pv/yK6bw0ncj6XGPOVPu/alOfMaSqtyipZu4YK5gk7Z5s29+aZVyqKtV1Vofc6qF0yfZkg6mYQrBKDROKRjBWWZEgKwYTIzan7fTQCkw+Xd9PrqelRn0PpvuXgzF8lnP+KUDO+aci8mn5+veA/33zuh+Xr71zicjfBv72+v8rnVuEZrLSdQMVf9DU6bK+MqbUfkXvMGGKmWkhNG0wnLT5IxsQ8mmr0xZDm0RsqHMlibQH61VlqI7BXqDGm0WlJCSdCThPC6mg1edp0ZOkdzrlaQ0hFxv2hHZRrFrMq8Vax3w8YPqR3nX4fAbX8dn3vuCLH/waISww9EQRfMwYp0Kvn3z2KZIjOXqYp0bDPjvH9X5kHAZiGTw3Rltbu92OrhCxqrL1MHRc3d4pVX2/a21VU1yw6nPDlEBhHcZ2ZT6hqk07jECQBaUkKMhY75+IsNvtGHY33Dy7Yxj3HE6ntklBSWb7fU+WxBI9X718zT/7Z7/Py5eviDHTuwFjDAsTqQC9teOgz7ci/rGk7uielCppny8CmbRBssJnQPUa6mms5DIhJ0PcGAy3gBKVZ5LF1gZCWycXgjLKpVZNCSLkCJWcR74IDO/dT3kNTk+DQ0pqffBtrj9r8PF9rIz3fpqc8z8A/gGAiGRptYR2Ce7fPvLwcNCHvCxYmzHOKbHFbhDvAhzmBsCsi6x1LdrGjwhaUxrUIh4ETBmAyfo7OuuYZ8uyaP2o7cOFZY7ASTd60I/lvS8ZQ2QJynmfgvIwlIZdHr41GDcSg8cHj+3UH8DHgHFK1CJqCrq7vuI3fvM3VXH61RvmMONcz4Jhf3PDd7/4gsd/8c959fjIP/rH/5iP/un/Rd87bD/wl3/nr5BC5Ms//hE5eH7t136du6trBrG8+elPOB8PTCmS+oGxH/j4o4/p+47Hx0fuH99ql2E3su8V1zHOMezGoh69xznHbuy1NelWTw4NoO6djoQSklTaLdtiH+8GPv70Cvf2rQqtHNTzwXUjLz76iH5/w+2zO1w30u+v+YvS8/b+kT/96U8x/cT1zR0/+fmP8T7ws5/9nD/905/gvcrw9/2gmzFQKN9rB0Y3SywlQ7W7jy1lF7P1u6jrqQDi3uMdOCulrQtj3xFSEVtJhR1b5z9yxtiurRHjisBLiIhbjXeMqZ0hbbGrFyhE5y82TnXEJptLcH07HZFXsJFiBwiqkznsxm+2g8v1qwaGn4vI5yVb+Bz4snz9x8D3N6/7AvjJt/nB+rAghFzowEpKsiLFX8IRzTYqb/GFd9s124xg26Z0ZrW4pxh3KD1VXZRrptD3OlJsrSV47UN7r9Ls6h+YmkJy7ZCE4m0QGkLtVMSkH2AuUvCnMyGrQ1OHznsgOpjz/PlzfvCDH3A6TZzmhXRUxafvXH/Oxx9/zOdffI8f/eTHfPXVV/ze7/0eu92OFy9e8Lt//a/xnU8+IfrA8dVXpCI0MnSbUx3VqKifbxgGbm6uEWvITtWo9tdXSGGAur4r9n+qUmWtpe/sO/e3/rwaFOogEmy6G/V0NKZlLiLCs2fPENthbE8SLU+WZQFRX07NTrQJX0/Zm5ubxjx8fHxsZc00TYR5ae/t6UlrymYnl1NMNCAjrIdM3pQEklsXspYE2zI0S97MgKyvq2sGCs+ltkKd0y6IbIJTCkU/IakzFWVgKsaN7d12iOtyr6zXWhpdfOZfYZDqVw0M/yPwHwJ/v/z3f9h8/b8Rkf8MBR9/A/i9b/ID67xQLohsiHA6nbRNGVcZdmNV5+lprbe9Q5cRf51pF0ltg2wNaGo5UEU3xAq2s+0BpNixLIF+HIg5Mcy9/rZZCBmsSRhn9X1FHWpJOathDJpxDOMOscX8JSxYp6PXV/trXN+DEV589DHPPnrBp59+yrNnzxiGGfkjW0aOMz/4tb/Aixcv+OTTz/j1v/Qb9N3I4XDg6nrH3d1dU1EKKKB1e3OLFcN+GLneX/FVaUVWuTR1wjrzyWef4PoObHmvu5GuzGrYTjMG50ybMK1EJWMt1pgWDDTgdm3B1w3UWVco2GBKe/TxURWkQoxFl3AhJh1ZN1lLmxw1+1qWRb08vVe25nxm7HtICWcgLr5t1Ic3b0khgmTCot4P1ZejPvc15dZDVQlMtQWpGUDOmm1Yq7VGLgG/7+xFRmqtIRcLwbom68j32KvS0xJiO711SlbojUXE0TmH8Ym0eBIJ03XNsWy7np9WES0gX/B0VhfzuAnEKSVc/2ecMYjIf4sCjR+LyI+B/xQNCP9QRP4W8MfAv6tvLP/fIvIPgd9H2SL/0TfpSHzddX//CNTBEMEYJddY47iAZqRq+em1XajWrgMmW2FXrGoqWqSQkFJho2VGOzYhlFBVi4Mw7q84zwu76xv8ou3LaY7qWu0X7u/vCT4x+dA6HmljP388ndgNHbfXn3B9d0vXj4z7K5097Bwff/odXrx4wbjf8Qc//EOcHfj+d76j2gg5wxIwGebHI3/tr/wWv/XrfwnrpAGBD29eMT08cnq4Z3SWj2+vue46xtsb5Ivv8eYnf8JktROR08ISFs7zBBau9lfs73Z6uoxDsfNTrcphGHSKVVbDmaZ/aIosXtoIoubaCjYYMZpKY+ms05avD1zvb7jaXUO0PD7+Pj/72ZccD2eu7j5it5/wr98y7q/Z7a+RmLgaLc9vrzk+Hnh887I4dAtxnhisliw5JRyw1KExanaSV9+LjNLoxZaBpeLjmYvkO5kgmRgtxgzFL9TjY9DW6wZLqqPWTgwBJZ7V+9I7PaF1HkKnHpU9WVSjOscc9N86Z1iiaJnRQE4VqtWMQf+IyAUjUq8KdL5LiKqBOaXMMPwZB4ac83/wNf/0b33N6/8e8Pe+1bt4+jN0VITj4bwBaSBHT8BgnbnQt3tfubB5P1/3ufTfWuTXk8Q6fdA1lQyhlA1ZsN3A4BUQ9YvO+R8eJ3xK9ItOVC4+0i2hvZcCRaxCLCj1uDOWcei4u7lmf32FcT1iDUtp3aWonYPOCje7Ee+jencagRhYpggkhnFkcBYh488n/DSznE988vwZHz97hiVzmk6cjweudyPX+57OOs7Tgf3NNf1Og+C432G6kuEUpmnMlLrdteyqPKD3doGepuGrVZ5OuTamY1R9RVClaysGSeo1mfK9Mh4D7K9vePbiY7pxz9A5nt3uub/f8fbtmeV8QES4f3iDX1QEpoLEOUfmZQHJ6nXBhuH5ZH1AsRBIWt+npPwCiuu5s0D25XOsa027WAlaBsIG4KSVVZXR2DKMXBSt0PmWEDzGOAUwceSCN4ioHGFtPn4d7vi13bgt9iDyL62U+DO/nn7uDLx8/YqUakQvp75oLWbKqVSVdYdhWE+sGiTyyk572uasp7gxINbgbKH4Wu3z1xSskZqysC/DUreTdhpmH7m/f2ychucvXrAsgdPppE7Ki+o0ppTwZI6Smc5nTjGyzGdub28hRu5ffYVPke998RcYbw0mwKfPnnE8Hpk7y/X3Puf4+MjhdOD1z+MqVd93vLl/zaHrMBZe/umPCYvnahj49LNPmQ/3/JN/+gc83L/FLxMf3V3T90p1fv7RHbe3t3z08XM+/d5n9MOgXaC+bC4Bv2wGkcymlhbBFR1BBe3yxYZpA2VSefqFVYmWV1Jk7+tA1xdffKGfafySl28OTKdH7g8nDg9vePP6Jabv2Y1XuH7ApYlBItYkksDoDBIDi1+YJ49zI9JZ5qnW8cpMlLxmkhkdc9bef9lQxhYruOqHqfaFYsHaRM66VTT4rNL7KUZyUiHbrhP6MqNhrcG5ToWEZ68s2hCJCFImNIngl4VucPRWg0PAkmoW1oDMSup7NzrUVV35DhXXETKIaQHF9X9OA8N6VcUbGvGlcwM5eaopagWNtM2jN2CNzpvTIOtirslYDSIaPEqL1Ehp1ZnWZpPiUmwkY2wGscSoZBfB0o0OEzJiPSHlFjyMdc3nQQ1FA0akyJ+fWaYTy3QudneRk6FJmmXg9vZWvTTCoJ2OZeLFszv6ceDBWe7v7zkfdTNZEZb5xMPDW0AZnA4Yip/G/es3vH75JT/50x+TUyjlgC0aDcIwjuyud1zd3LRyqxuLbqbVytW6wv/PBrErsceWm1cZfrwne6sTfjnnNspdSxEDLGVS1TnHi2d3BTvwhGg1xba2DKVNHI5HjvYRcZbjaSJnZWZihN3QlZ+vgOMSVpk6VXkq3qAb78yKK1DWRCVz6VTdCmanpMEnu2qQox6ZNq9gak3ttyBsnb+of4xaVJVORSlHUqK6Ya/LNbdgZowhZd0NtRa/eC1wmffUf1+xhRZGCq/k21wfYGAAiorN+byotn9XkNikSK4Gx/ogpKnibJHvbeZQr85Yiox/0fGXpnFYiUw1wMAaoaWckCKp2JYZcp9xi8PHACRCqANIga6zpRXa44yy0abphDOiAihGgbVlWTifVIVovNpzenxEUmIcd5zmiQx8+umO3eCwdzfsx6pP4fHTgWVZeLx/o7+XzCfPnzNYR/IL969f8Xj/RrUyu13z5OiHDieGZx894+bZDVfXO6xTez8p90BZoitQWwNDA4DL/ayiIvU0yzkXGXN9nZXLMq+qcG+ByWEUZVPuRsbdwM3tjuskdIPj/vHIeZr15BaDRegkc5x1pN0Yg+tU+k9JZJ7JH9saSkV9OudUnMcy2VSAcf18bXoyr+umTUDaXFrgq2SeLovaybr0dlg/66oKXgNlzlknOK3+3XUOcWW4LKudYJKEuLr+lJ8piXaf37e2K2Bfg97Tdf+L+A9fd31AgaGyCwrdFDjNcHg8sXtxRUoLmB0BbVtCvfkJk9V3oX6tpbUFtdXuxCoAmnBt8zvTtVaXtVLGWOupYZu4Sc7SePCCbpzQJ5J4pSB7T84qi2ZNGbHNmWnsGAfh9qrno2dXPD4+cjoq0j75heN8xGFI84mf/ckfFc6GLbyBW277jl4y+67jt/7iF7jOYMRxPB558/YVN506LVkDvdGR9exn7s9nroaez7//lxl3Pde7Hdc3e/pe7f6evbgjllMsZo9ki9vwEHLO7e/VHLdyMsiVSqwnoqWcclk1Di0GfCYUVqBSrzN9PyLiCNGTiyeoJfPio2c6pkwmehWZ8cuE2XXcDh2fPH8O6Mn51Vdf0eN58KriFHwkYnVKShJWAiEn+r5TRSaTN1OPiRCTHghO+TAWBf1IOoAkRd+j73u6vqezmc4lcloIJJaQcCbQF08NjCFOgSXOzHNo49NkKfcIDJak5pkkCUhQBuaz6z3Wjdwfz/ralMguItGSTNDDMNcGs21jA3Xfq9J2LvcmIB5MKXMSpkVwQS7Us77J9QEFhvdf2uu+blHx4iQDoM65X7Yr22suImtNtVYBlu33iNhmSV6/5hql12BtrblFSS1xHUMWU7T5ukzmalV5WmaGzmEY6azBCirdXkRKDXqaGWsJOeOXCa+/gelkefvmFTkFdrudStYLQCL4mbDMkCLOdvTOMJ9U+ciJcHW14/ntHR9//DFIYuw6nj17xn6vrcth7AnlFHRS9DO7KoX/rsVb3PSWnp5AZpOxrZ2g9XUpJbK5HHnfjn33fc9+N3BzvS8O30qiStEjUQHibAST4Goc2xhziJkpRM4+QFFU7pxROfzOqfJzEKLxq0CuQFWBUuUvHbZTodpVv2NdQ7HhEsIKLrasx67j2tt1l0lt0lL/1EyjtG6llJvDgBRhopSSemyIMi3lG0qyvS873q7r7bP4ptcHGxiq4pX3vpCLKqHjKaBYP/ClzsLTbgXQvm+rzLRF0S/0+d75WZpaqux5FeKk6RaIqCSdoJvM+xk/ee2li+ICSGJ/NeKMovFz8Nom8wHbd8SYkTJLMXYdvRMeXn/F6fhA3w9cXV8Xv0ujwOT5qH36IWG7XSFbZVxv+eT5c66vrnCdYZpm5pToipS4tZY5LC1l7oa+zGtsZd1TKysae7PeS6HRvjXPWzcL1EV4ed+f0n8buQzK6dszdjqQNPQWdjuIkTkEFe9FcBZurvcMfY9zar13XjzmPOFjRmaht5qlGFWvLafqZdfKPOUFZW0bqoRP2mzmOr2r4J4BLZWemPpUYZvcl/kMimYk0vQs6uuyMcTSAq9B8WIuAw3MbKY2EX1nOl152YWoJUTNit+7l/48lxKFYnTxwEKG12/vyfJFuUEJg9aIqiJfOOasgNEK/ui1ttKE2jbSB1FvvG3zD9Zaogfnaq62tkWVzKfpZ4gKdBmrQzd9r4jyzEyO0HWCtT1Dp3yB0Svd+mbqmK9Hpmlht9vhvceRWGbPMAwMw8Dji2f4qBmCMVoy+OJIdX54yyGq29Td3R2D0ZT5+npH3/fc7O4A3WhXo/pM3t3d8uLFHcOoHoaH84nOCMP1js51rTVZ27XnyvNgRfFTVtEcWzezZKxsAkFMm0wKKLMIqxBOIQf12s/vnGZZ3nulgFvDs5trOgx/eP1DnfTsHLIb2WUdzfZLUOAPy/Wo/qWTX5jmheHxwPE04dBSJqbEtMxqCBy8ljcGki3KShGWWDgDOdEZUR3FGMucjDJRrQFywop6jApSDGt0eKrrXBPLtdbiEPw8N5Cxfr0BmSnhrCVZSKiZ0ThcM88zFoMbRxa6UgYIydTyugq/rhhDfT71MptBq6ete5HLQPZNrg8mMKxXpUBqsDgej+2m6pirK7b1l+3H7XXR221U0vW1lZm3ZhSFIFOGr1LU1xuznoRKh6+TdGvWYpqlmKalOWecUc2+jDo1maI6NfYdy+Lo+5mh61kWy/V+B/srpUw7h8TE5Bd2u5Gh3/Hs9oaQ1IDm4fHINGdiyFyNA9Zp++96PzKOfROzaarCThALu6uxmI5EcoqIXTOHSk+uGZMVowEwXd5LJS0pGzRLKEeunrDb+97oz4J2AYqKt5HiGm0ug3cl5zjXs9tlnt3e8vbtW87LWTebOGJXskEPKXk9jSXRGUsw2oUxkumMEGpHICfd+AZs1hMca4jlHeecSaL4SDYGkwsRbjMZKSIQC1BZAoMIF+umrgFjjGLmVdwnr/ej6zrSokC62+2K4nVxORvqBG3RxNQJujY/kWXlMChZanPoscoK5HSZSdTt0QLFvyqlBOgHf/3mLadpwcSIYDAmYWVLKombXa9pmLRFJ2A39aBYYKtarJx+694lRTUEvqZ5Zjt5Z5q2w7ir9mwC0pNCbCKfKcDV1QDSqXBHFmIcublRLoLa3ll6qxJp07QU8VfNSOZ5phsHRqN2ffvdwLxcE4JmFNdp4Hg6YEQ3gXVgrY5AX9/dljQVul3PsOsRUbk4V8qirXaC3kvdSFKyMV1sGUnm4l40F/Fy08Vp8KsboWYJ6yCVrPMo1FOviJxklXYXEWznuHv+nGlRToKU59Ibg8XircN1vabyOeJSKl4MSrsORkHL2S+kOWAzjK5XmfZaakat/RFDyEplUp9OwadEqiIqWTPIZVbRYFPEh72f6FwRxQ2xKGJXa4PI0nXM80wu/2atJfaRpcgIKK+iI0bP6XQixdd01ikL11pimcAVMSSjStIJi8EUs5mn059rcF1ZkBSp/JV4donL/fLrgw8M59kXhF8drFO6dIKCrwdfngKM269fLFq2pwAXgWNb+72boq194/p1FX7xDcDUoOMorWw9lYf1Id3e3hZyiwVOpLjW3OfzuSwSwdeBqGHgPE0Mw4APS+FLqN29tkltYyv2vWvj0VVkxGWDYC7k4xt1dsNe/zowawUQKfdqrYW36Wpt14EqalUmpJLKLucr6usoIOvNzQ3nw7nV4aoKrorTQ9IR9oiyYnuX2A19C/yn4q2hp78Qk0r0afGu5Y6QG7lJRHkVWHBJ8KKUbpOhs47kHEbUPcpAoz1XzES1Nl15n5f3bMv0rPdNFcCElBNdUSZTIy3lyWi2kSBGsAmyqjsFcvvvJZbD5u8bzQZyA1La/fgW1wcXGLZwYkIHqXxIYBJdNpACUHjoBe3dTu89rb/eX3PpcJUpuo/SrMwtZuP4Y4wpZYuWLu97IKZAHJIV/7DOksURwkLOVc+heE/43FqR1VykumYD2NnT7xJd7ri6uuLqese0KHg1z3MxxFHNwmEYWBYDKXK1G9ld7VWpuXASqjjrbj+un6Xu5nwJwCrPTsFUkRWxb/8iRVOgBUADVv9uxbBVHKqXL+1aLWlWD4/mkt3k3LXsqJJ5++sblhB58+ZeVZOkGOIUCbM+KuYwLYGMtjwD0PlFAV0/0S2WblG9RJ/UrTqHqKdvBJ8iEhLRbstMzQrTRoTVOsFtZkSMUcVnDfK5BQYkYjqHteh7TrmJ/lYspZZqOasEYCBxtbvWwc5NcK6BQXJuloFqpVf2x3v2dy1dDLnxdJ7S1r/t9cEFBuACMv7q9RsOpyN3+0RI1aBVdfeebvoaxVeVoLUnrzepKOVAG3215nIOQETaxCDQTjMRacIZ29PUWp2HyETEZMbeYe3A+ax9bMmpDW85U5nvCdtZRumJPrTfdffshpSuqByC5Txxfb2n6waWZeHVq1etjBiGTglSy20Zix4ZxlHpyVbRbqxqNtYuga2cDmPo+kE/q5jSC89KpEl14MgQy4Ltu67Y+qV6k1ZyEKy99FQDB+3fBLQ8YaVLp5SQysK0HdNyJqWA9wvj2PPixTPevn6FL6rWnRvIhb3nfWTxgWwyMdwQQmIpKlo5Z148u2P2M4fziWXxRQlsbVfqhKbn8XTGx4iPobBVIzEL0SnIHWMogV3BZWdVO1K1Lm3b6DEn5vnMwI6c1rFwcm4dNdC2tnMOcY7JL8TiDEbUTV+DwuA6fU5GLe1Uccrgl1Q6EtIGtRROqbMVqtnZTH2yaT6tcAlUfpPrAwsMG+S0pA6HYkTy/Hos6Hc9dfRlNdLWdA2+Pg0G2uJsGIO8++/vu7aB58Ijc6Pasz2Zm+pTimuf/4lmpTEGU+p7/Z5188QYm/2algMW72+J0V+0uLLJzYBnGAbt3BhDPwyUbvpaMj3p0Ss9+VInIcZ3h2HX0uHdFvD70tQtX+Hpa+u1YhGCCev9NbIyUKu/Rue6FhhSgr681ruI9UpGUvxG18Yc1JSoZVm52M9lDQLzPGOcYV48s48cORFCJEo9WCIxqG1efa9aaoXWmk2pBPwYigHRaqwDymyon985hw8lINa11+QINwuwYAFWKhfi3efw9IsXbVhYMwbknbX9ba4PLDC8e1XdAGP2xWMwQQqthq/X0xblSoSqwebS368GEyPunYVdGXCUfnTdNNuAUjMRSVknJbu+baomK14ivv52WU1BchnzFgXutlZwuXTTQTC9w5gSMBIMnSPaTN+rpqT23l0LQmr224FUbny+4P7XyUKzURbOubgfaQOdNRM1mPL5amCQzfcp0H1ZQnxdYE7AJSq0bpoY9Xd2zhA7Sw4RI9BZIYmSy6wTxHaNR6J1u8NEgyUAhpiFlAw3V3uG4IHE0Du878k5QkxEifglMi0zph+Y5pnzsoAkpkknWk2bp6g+kiULENOeT11bmdVUOCUVAjAiyoaUlXNjCnCtylLqeNXmSIxplP6qC1HLACVkbeXr9ZGuhDLNxNo9vSjE//9dH0xg2La9RL8AGH766ite3T/w2/IpvoxDk9SlGNAhKWsvFmOOsd1Q6EuqVksJZblJaQdhdGHV01PyKgev0lvrBhq6tSed4yoJ1rsOZ2zRHSjdBDF0Q39xoorrCyiWGyV420pSs9uKSwg5Qoi+DFpl1aC0FlOzEWuQRTEK7SwUjQRnMEmJOY5OTW1TohvHi3kQKYatdbZhiaEw79D7V55MPY2sKcxIIkTVC0hJT1HFKiKS1T1c22iKmnemSsDpffQp0hXsJqaFGH1TMp6OpzY7UofoRDK9M/R9h0jWDECUe9KlnuATJiaSE/apo4vC0N8So/pF5rzW+6dpZg6em/PMefac54mH/cDj4yOHU4/JFBFkMygAACAASURBVByopP5Rp0zFBkxy+n5tJqWFeVoYxr6tiZgzIS0t1Q9hFZDpcl031axID7m+LxyK8rzC4lWnNBskJLIzGFEntpRrS1yaslNd96m2Yevod6aVEvJELPmbXB9MYADYHFflf4XzPPH28UBleBhxpHRZNtQHI09u1pbBtkXMtzyEyxJE2z711BBRZHsNOpfZwzt4Q3kv6+z75e+WXCfyUmuj1sBQT496sur35Qsh2uqALSJq/pJkcyJV8FXFSuvrKrhY+QMtvRXTaMqtLgZiQbMbTvnkPrcns+nnt7Q45YaGaz28FTSpbd7VLPdp+QXraei6Dldt5jZZW+8MIdchNUN9rFoGJbwFh7ZCnRNy3ljep9Q0JlJeiUnVaDjmzLk/6/0xFoMFieQQoWBRKZeNuXlmmqmhFof182aIBTytpYERIRZ/Sb95T6msh0bFT5EkOoGZYiw4TcYYS/FM0jw0S2FZvguKb69fBYT8sALDkyuTWWZ4fHxUTcIQyCldoOBbmjOs9XP9+9PAsA0etaVWb5y1VQVYPQi3rcjtz7hoZ+aNdk7NOmwtT2oqWdLBUvfF0uhoOMUmyGx1AsUo58BZixhz8V5768rGXs1FKgZQF6yeWvFiU9fPUYHIbLR1ljYBQK8NUFtz32rZltd2JdBcvSKX+ET9TCnHwnMoGyVqC1G297H8wPr5+6EjFpl1PRRU37sGz865YmGvHaFo6rMpojrWlaLM6Clsdb6lz5q9BLTUs71njr5Rl49FuWu7huLmuedUsaZYBIUtzhWiclbxlhy1BKgB11i3Yi6be7PdsNvORyqCMIlC534yBHURCEpJoiXo+4OA3vc/z+DjEyxGKajw8y9fAsIyh3J6rpu1bm54l4ugbZygaVleW5zqBdC1rEAXAo0jUUVgEnoKImCcUe1FUVUlY2yp+cKaJZQWJCmX0wMKBQ6y2uHpZjFkuwYFyvtu5qhJPTS7ri4oyClijWidb9d5/66MSOecGygJtAlUV79HRNtZQdmbuXZeZP1ZlcW5Ltrtw8gYlSC+qGS1ZHiK0dTXab2cQgSjfZFMIklcg1zObd4EMq5Teb39uEOyanLExaNBtsjQZ8FWlmeG0zwRfMKZCNIToyeiDNGYov5/CUp9pyd/Li3kLg6kLEXkduTx4cj5fNaDSAqXoapPOUeKOiZvygZ0svp8VsBURMqk5Ao+Vh9LHdNfdRi267UzvTIivYq6YBNiItlAikX4WNZ1nLKOfK+Z53rgKTC+PpfWUfqG14cVGJ5cCZXXnmcPm5RQzPYDv0tu2v7/07ICKjhYgaPL11+UH5t0uRJz6mtqMDLv2RTvi9qGy2j+9D1uSyLQk2/7+7Ylw/Y0qiSabZbA5nc97Q5sF079We/796eB4ek9ft/nffr56v+uaff6e7alnRNDMLp4a3q/ZWamJ59pS6lOKWFDCag5lza2iq9UVllW3TbAUi3fRKSZyJhCR9bujru8Z1Zl3sQ6nBOiMRBWzEJLKBW6ta5wVIAUAiavpWCcS0DOhUItWxnXrZy8wUhsuAgpYwSSZC1FzaXM29eu/3z573++MQYofdm6aFRj/6uXb1miqunMwas8WIu0erbXB2nFtFQuZx3FF5Eyytpt2Ha+1OL24qZZpyrFwOpVIYKEiHEahbfBN0smpqz6fEGDhSupdSarxTpZ0WbqJtmARq2WrxtdMY6uc9hNyRQ3HPnaVmyoNu9uyioqWrUVW9lSX1fR903p1azbVTG1mPIU9DxLodmW31GnEPU7dQFuy5EtbpCVKGVQ4DjkjF18C2Ru0PIgo4NDesoaxrEvKXu1EAwlgZO2QjK57F2D2J4oWW3uk2BzJiVD2gSDJSTiEgiFOJYL7uFjhMr/YB3vd85x9B4Y6a0j2R4filWhDyzT3GTeh35H7xzRe8Ra/LJgrdMhrhogCv6RKYNlWdeGyal9bhuL+xlZW6gxqPScFcUjxJTnogBxSqkoD717SLVn8C17lx9eYNhc1lpyikxzaDVgCAvG6sNbT0dBciwLcj1VoMqQsRXZubi22IEzlpTW09SAEn6MaNuupIOpqAxD0hS5KDJZyokvRXTUrPJf7SSmVkw1IqC8fKkyYevrLzZzzZbK+4oKba8nPQUVqO+9bcy6hQQ2RYCIu8gYjDFttrVlKBfKw6nhCpdg7rvZAlC6GAUUvQBwwZCIyTcA0CQNXorahxVvKWVbLG+j1fbGUq3ntHmlLVdrLSEHsJkwafmBUWPflNDTtkjv1SwrswLXTXEJWmvZOddsBfPQt7VVAegQgm7ODaBaf9Y2S63/1YzEEmNoFHE2XYM188vt+YronIQSwxw51tfGJle45ajofVFeha4X4VvGhQ87MMSCyM6zJ4YVRIylLQdrqlRn/OuCzU8e1FPw5WmN14DMtAJBChhe+hDq4kyl9ZxKy06DAhtwCTRGpc2G2G70bar/vtbzdqPV37v9XO/7DLL5HU8zhG12sb1vl+/jCTFps9iegmbr+3s3MDxNb9eT692y46J0K9jKCgav6X09GN4p+zY/P4kqGFl044eyfqBkZgr6rByQnNtB0Do2m2fgTEcnnW5Mn9oQ1HbzxxgxzinwmJ5oOdQ/rJlh+11ljiOFWAJFRGxCslVzJQM+ovMTRiCXVnAp8dr6znroPS0ht9fXlYG/6PqgA4Nehjev7znPM11viUvSScsnaVJEWYDWrbTUFjSMztgX11pyXmmlbDKEIBlJAk57+8aospIYQ8qxOUsJkCSW5KSQjcrpW4FLSqawLpZVfVhLgxXp1qtMw6X1pCidPwUoc27pPySc26LU+t8KOOpb0TIAWVurtbcnIqQYiLniDKzvQcoffbf6+rTGrnc3dnrvwlP+QGWIJizuYhNXUlXOKudW2Z61LHTOaTYmUshghiDKRHRdR45rd6CVfKnMq1jBOC2FUh16isqfyNkU9b5EiJEUpXWWJGlrt7MOW7oW9U8szlm9rQxM09Syru/uECu8E+SIhByQsMkO7Bocl2Whc14PF7JmNbajqLxpJwe0DSwFNE+5zXPkqMNgBnOREf9/5L1NjC3Llt/1WxGZuXdVnXPu13v9uv26oa3GHrgnRrI8YWKJARITiwHIDBBIlszACCExsM0EJi15AEZISEiNjMASYCyBhMUEYSSEkAyWAWPsbhrcX+/d9+67X+ecOlW1987MiFgM1orI2Lvq3nfPbVu6106pTtXZe2fu/IhYsdZ//dd/nYUPyhkI+VW3b7hhMKGK1YVThyoR37nEzT1vD+X8xlSpi/pZG2RW4YYIOeRmPCgjEiKOOtqxYjfRKzDY8c2kFC808gmqQNhWNpsg/mBKi8gtbgRUYrsW8dDEVrYOMwhVqWf7adtFfX4fSsD22VoP4ZeC4voBgYsDPrGJ0hPvVXVr+KOVJcrZ+6qb0YjOmRC/b33vxcvYtxrzMYo123Wyl1jMZulLChED5ZBorf7a8zfx14C0Aq8oAxLcQItpMlgdi62+pRTTmnSvpPYu05S9sfKI5Ow3qxsvPE5h9wuSulHrqzFtDJXO+1Ss63bHoCwWHpuBdgxMqjHWZsjNqNvxauap9r4A0PL1gEf4BhsGG4cbArvMievnVz99v841PnOvVJuXYKu+r2YXBJFLl6zGn22/3v2m+CLcue+6ufR1/xbSUA3Zeey5rbjnk+9RqNBd0/bwO5c9PP25R8Bjt/9Tm30e965qjn47r/6nr7W4DF2aIarg5JfYnz58q/+vOICBdltI1ZPZ6kQ2j8ixmDPSWiTG+txoxCIpVlUbDCBoeAF58zZTSuTkKkyt2Uw08ZeYieFc7/Ly3EM+z16IVE7EuWGwsdGHITYWIuJl1hBRspznwHqMCKnEu4v3v+b2DTMMXfGIAmKtxwvwMC+8qCCRKrEJu6qncKoLZ3EXQVmlbO5sLg2oqUVQNTVmpCTQ4TERynLWIP5ZLcq6zgiROJi4R+y8DhFhwNwMFRpr0ViBRpySosRgLeKNS2BCoaVsHAIr1bD4s/ZPfwojOEvd9gmwjvj1FCZR+3/WCXXZL1FLAm+wUwAVU+d+2rD5d7KZNjPCdcI7KOtVllLOSWL1+qx6sk6ajg0aIyV3oVgxDc2cM2tKBjAGITJwLGqNT5PJmxhELORi11zWRJ7dQ1DISUnLQjqunA5H728xmxBNsTBnN4xkNdXmGI3EFqP1i5j8+Yoqa5rRnBrtfPWirlxSG3dpSaSSKDmbRxuxOhvUsw0WFogKRWqRmzkriqfQtaAhepbMxrI2tm4Ftx2ArBm2t/QavmGG4YKEoQCJDNw+nPj5GD3GcmaigkFNioiJdkUNZFfoNYPg9N+oW7xldcAYYWQbmKoFKVbEU8kiUqSlgioPPagiUiwX2pVi19qKGt8b+ad6KFCnTQzRQoz22eCpwCqVtlVFBkpzD3uPPciGTZhr363IXeQiLb7pjImYeGkVebVQzHbw2rEWLmjFXVQpHfmpZS6DxcM1xKmuc0BBtjStnYDdj76Vm/FSulRs/ahunwmd0a33uTfE1vvdYvJBjWFZYcdWn5AzmnPLLmkppNUaBq3rzLwcWdeZZT2xrrONmVLYDXvmZDqOaynsZCAXK40bXC6uGr5SsldgxpYGLqUwjhNB1cRWnLpdDXblxxTdbmING9UeBNUjDRLIxcurtUA4n77Fx001DKHWtmRM0v8ttm+MYTgf07aK1m5GAnz8+ef8wdN3CVFY1twNeqAkUo3xnInW3GGM/1/JJi22bek8tRb0BSiRTNrAv3pezi4cO7exEpDq6gBmWGygl8b6k4YrbNJw/aCu3k6P3J/VzreB8jjcqZtRsz2u7+LP0LuaGIjZvttXmExgKVYUpZ0B6V1dTRfcjW71scKzen41jpcaT9kw1UJQaRTovm4jxkgYei7JAKXWU3hIEEY0CmWAdVjb+dVrWRcnm0k2sdVSGLSQXB9hzan1BOm3nDNpzZwOR06nA6eT9ftYkqVSS0mWTQim9iyhsK7qojxGkiui3Dx/Zr1N2rOxjmU5K9XUxWjkqtNszQFijMyuA7mFZUbGqlhBrlO8N661PVU3FnpguF1h6BYy2Tq+f9Xtp5oREflPROQTEfk73Wv/joj8SET+lv/8s917f05E/p6I/IaI/DNvdTb91oNqatTYtWQj2pQL8IZthekHTL/KdOd3NskukeRWbNNJeNXffdrw7FS7/asmQP2px+mP12dN+pXx4r4/+R1P3qov2P+pn6e26olcHufyPvX3oF5Dfz++CN9pPR1+yjl+2bW20C8Y56EneNWQqKfG13NL5fy7+/BLVdv7/fWoqgGUsn1vO6ZaVktVWLOS0rlUneEFW71LPx5FjGZtxpNHY2sTYAktDKxFUo+wJXXPRx/XSHyVZ/7Ttq/iMfynwH8I/KWL1/99Vf13+xdE5A8BfwL4ZeD3AX9NRP6gqma+9mar+jzPNA2Goii1MKS017fVtAJf54Cbreiez29iplu9gCn8QpZtVdZkiDpRG4Go0rIVJWdzbaHSfEvTPaiAl225tX6j1jqoEvSc3FKb4ohsvnodSPUZN+9K9YySbTy+OoDs+oPIo4lWSoFcmX9brX9Uw2/aBC8WSlVArDdkmxei1r7OTsi/W0wCHSP+WDhWGMRp7p0BV3eV1Z9PnXRa8pmHVb2LYRgoObOuyXCeOBLjNqFLd25FU8NIimzZq9RNxKqQDZb9qc+4hlMqIIPjPK0c31SvNVeGpBmCkPHO6KURpxr/REL3TLfn14xCseAn1O/HwE8ZOhlD4JKP055JOPcc8GdL/fstExM/1TCo6v8sIr/4FY/3x4G/rKoz8Nsi8veAPwr89bc7rbPvB4FXr265v3vgOy+uEbXSWEqhpAQhMHaqSr34JrjV97x0CIHBrTdg+W5v6KEpo8F6AuATxvAMbf8Hxw7UyEsaz7taiWykG8Abi9HChiABKYVSztWB6rVuxwkQ6vU/7QjWuLPfr/12I9WXCFM6kLZr6S5BKKru+hqQZgSc3CaPlnPkvX7XGSW7pswwlMT6RQaKxRpnWSH1DlBEe3aaM6XLcOBG1bQEtnu13+8JRE7zLda7YmC/vyaEhdPpQKUyZ6qxcK3HYh7FaVmtI7kLAB3nhdMym4HIbkzE9DaWdSXlzOAh4+oiK2GMxCAGCGpG4mhU6jDz6vUbu4ZoIr2pZJaUuXYpPWvTlyHns54TZKOKS0owFHLuQjOf5Nu48gyOAzwZtZLdIC2UNO7L1jezPDWAvmR7O0TifPvXRORve6jxnr/2feCH3Wc+9NcebSLyp0Tkb4rI3/yp31RDiXU9m0T196Vr3q8GfQ75cr9HX/NT3PXLSfFF7vVP+5632X5qGPAF7/fgXv93nyKrWx2YJeXWPKZ3bx+54p3BfSpM63GUviDqi87/p4V9l8er5e71HFsX7y7bdFYa342ZfqwUlKSPx079SerXrwpxY1caqyhSCC4G05Vld+FVrJWczdj5fajZqxC8wc0WivQLTKNGO/Gs/v3ovuj5/Ty7v19z+H1dw/AfAb8E/GHgI+Dfq+fxxGefPDVV/VVV/SOq+ke+yinOp5XjcW71+aJWzltSJncAjh/7MTbQncbZQC9PGwh4DPjVYyq0JqznBJbcXL7qtmoQU1p65BXYamo1F/Z3bdLSLL+G9mNKweEMe7mcoBJspa5qWGc4Ri4+2LAfsXRbPxlUPXe/pnM8pDxxT4K0Vb+wpT/PnlttPR+9GjLaj9OPCDI0Pkmd3PXvfqKImEAvairNkxsBinon7HofYrvuKr7aulbDtlg0DQtp/IV67dbNfKAILMk6ZTVjdGGkqmHJWUmpOGNxY25WD0lESLV3Rnc+9VyrcvglZtIbuafGpYXDPnbcMwx+r6qX/HUXpq+VlVDVj+vfIvIfA/+d//dD4Be6j/488OOvfNwv+H8Igc9fvebzz1/x/e++R9VIsCLAjWHWW+x+Uvh5GlodgoUB2XLLZdwG9FP9KiztCT3jTXVjQbYSJRGGrtPS5XEygKem+gmtbPyEcKFjWc3s5QovwYXdxW5CDTd6dktff28x52UoUBHHgvqqV3sqpmIS7UUvyqNbBiY4Ym53oHkkOFajGxEshNCuq7JNRTb17X6VDP39hZY6lRAaj6E/j8PhQCqZm5sbf35mhMZpYj6m5noHDW2yTpNS5rVRkEuGdc2clmTt53wfIXJaF9a8IHG3EZmKexrZCpjGaY8SGo15mExla5gm9P6BnDP73b6Ny94rquNz2g2krE0BrGYTJGzPLOdCVsEKrtzDiCNStjHYGxEDSaT9Gd7SPnwtj0FEfq777z8H1IzFXwX+hIjsROT3A38A+Btf5zsut3meOc0z8Nhy9pb8bJW8MAyx3eRtkD31+ct9++2rfPaL9n/qfPv3nnJ/Lz9/uV/vAvff8dR31u0y7OmPW4qN8Mtjftn5fNk19xmeiv1cZn704nyAsxW6/866784VpGu4WPfpw6b6nqq2dK7tb5M4aXEM4HH2qJ5n0s3j7BccEfMsqpGq51fZmvWeVGNw+bwePUvNlJIsdX5+B2l1NN093cIhnh4zv7cI9qd7DCLyXwJ/DPiOiHwI/NvAHxORP+xn+zvAvwqgqn9XRP4K8GuYgvaf1t9TRsK2Ugr3dydev37DPK9bzUKdSLK5X5c3vsad1VWMMbKbpo1f0HkYGSVi7ehbTFu/p2y8iCLbKj+EftACtRTbXbmzSVRp2NWzUbV6BT2nC9viry1zIlJBJR80BarMWhViBch6PrnOPITg+Z2iIErJHdW7WLHROi8mHKu2mkoHnPZeUBG6ex6A9Ghi16xQKYW8rIgGxnHzfjRnNAQSkNLOJ3VpkzLKZsCq+kKNp7UoNzc3HOeZh8Md83oyUNIzPMuynCl2U9SKqE6zNwneJlcpVoezLAvJXfOUVrJmB2SzceB8rK3rgtQMUQRk4HQ6mYS9GyOTp5+sviNElNAaCx1OM5V8F13YN68JxMr+7V67xJ9E16cwrceggSxbvxQbU+5lCVa/4t6G/h4tw1fJSvyLT7z8F7/k878C/Mrv5aRadV+7tsC6WhPQnDOxKFosg8DkA7TWqMvjVRAwUO1som7Wuyo8Wucj0927XGltQNvk6LMe6j91Xleh03r6RbXFxsiWlXhq5bhcffu05HZE/5660AiO4GubyF/kqfT/7+PWyrmoHZOsfVt4TJO+8MDacV0+7ux71f5prrDH8SGYykPv9p5OJzfgWGZIFR2MYNTCDHU8SIyHoKrWKcqb+ZRSrIOTPO4xIv58tmu99PxqotC2UowRW8+vlNKyWqWszauo6edlNX3OZqxDOGvFp6oOVtZz8+xWCMawVEW6+9GPz/6ZSU0/8/QWmwn1fep+X8NGfGOYj4/OvTMKYOq+62qlzzgwFmMkjMPZgFXRsxt8dsjeo+heo4uJn5qsZ5hA57qLiEt/dcfv2INKF6O7p9BjIfXnC8/XcZRH0IPIU3fsSQPQew29XkA9x7rKrevaWHgAIY7bwLwMmWoNR63q+wKD1N+XKnZSS+AroKeqxIMQxoHJ+zxWXMAmUHc//dkU94xqloKyifpWGvL2HCO9fHzJG/HICtDCo+dbSnGsaEBVSOtW92HXYt83euVjq8AM2znVe9HEe4pSpJZjO6YUNg2R6PiUWrzjHBl1DEpRrdL9NG/zqV4doS506qnzVm35dvnKb4xh6DnRonU4uP/r9OI3DwunWbkR476jCtkoz+oKThK7eI5MKZ2KjW85m55xixWLfTrGoTJMHv2EEBql2AZpNg9CR4IGmqddlOLnki8ILVE8d11DCl/tLVOwPbzNyG2FX6IQ+mtrWgpuVIJx9WtGxD9k7/nA98bwZrB8IuWsJhhSvadci7NolZuCtJZqNrAtXDLUX9DkUnNFusdotSQpJY4PJ/K6cjqd2iTZ7XaWiQiR4/WO3c5/9pNlJ7SmJM3rik52srJrePNwz+l0sr6WpZgSNBuqXzJEGVAsC5GqHgKgBdJamOe5ZSRyzlAsHMtq5z6ECBo4rclqEySgcbC2gilztb8hjINlRgYXlXFZt2VJNg4CaEms67wZDLHGxethNpp3Th4GCmlekBgoiKVSSzSQcbAakObRFZxjs4HLxaXebFgFHzuKUmOfr759cwzDV9hOpxPH45HnzwI5Wem0uX0010uKDeraeLSHVzfAZovfqdVrevGZmnXowaPaLVmk5Z4lqFNsBamEkirrrhsIZJN4O5czUM2+GGVzM6snY2GVuZGVpdIAto4Z2MRc+ovpMQbOjYplHCpTMFLVsj3hQ7jwfkpWyrCxCyvopmrrn4QAIXdMya1lXOMFLOs2OWtXMeCFPt9oxbFTz/J7VOP8ahhExDABP7ZUr+wLQp8eUDTDsfFcLHxyYFI7gdfuGa3ripTMELf6Dg02ueM0tnOq39kMcfVcunOpGJPhC2z3AlC2jFdWS4db3UnNpgVrc+hhhVKNt9jY6epxfq/bN9YwmBNZ6EuxT6eF03FBnu/tM9JPlA2N1rM6iy06PwsDFB8o56AluhmD5lHUgeorkv1cpiWfVjK6DEUuz6v+LVJpwfWaqnzdJbpwHutvOIANrX4AXn5+c69B9THO0X82pdRA1LpVgll09SjNFs4Vv1fWxGYDehuQGCPZQ5VqGOZkBUsAu6uJq6srCwvmrtCssk89hVrxg/paoxzXSS+b/H69lkfZCT92ZUam9VxIpf7uMw0pWz8TCTCEgRgMEB2GgTgMbaw0sFRk865UzyjyIQSC8yuqEbDxaJWoIeC0dCxkcn3RiCAxWogl5lHUMdVCKD1fcFqvkEej8qdv3xzD0CbzZen1xhf4/PaWl2/e8Ae+/y4ln9pNiAipbMmPWC27RKt/wG+gk4hKrhNHGjioxXoFBN1wgXaTA83txek5dUWkbNJi6t2lBpWuItKMloggJYMWUpv0FQjsG5JstQu2n4dCbvvqYKqZGWLHGvQBlaHhAtIMq5BdhAQNpFJTcxVExVDwBq7NBO++ZKi3aQfsdjvGOKFr4rQsrk1gg3xZ1tbirmTQnEnrysPDQ5sktdFs9aRCCNze3nI6nRiGgWfPb7i6uuKd5y8YBm+asyys67wZdDEg0p57YfGu0pPsHmVHStna0GeU7PvnbB2yq9ew+GdKtntmkm7Wp8MUAZWCsLvaGTnM7/OuSr91DFHzpmhkJokma1cBywo0LstCYXE1bAsnxzhZYyW8kY/Qjcna69KqJXPxBUMECZFB5Gz+BPeKayHW22zfHMPQNgMbn9pO88ppWZsOXz8IzmihXtpubnhoA7+2ZOtX1EcAYxd7uMqBjaSiEGrtQXaPXUE8nBCxxiUCpRKBejhYzAuwkEOQKiCDqfPUcMI+up2POSW6CYF6eBIQ1/urqPNm7GLnUdSVxYxfDZuKg4cKbGrGl15MP9hFhP3e0rx5WcllRUUYp4ndMLKuK4e7O5NlF9jtrlCX5FtOc5ugFnoIw+isxEFAlYf7e0AZosn/j3FoupYlLU0XsjIO62Tvz7fiD/3zbeEEm/fQU+V7PkXpmIvBBXIkBpN7qeMsBIJsYrPLslzQrm3R2NocOujcPNpk2ZNgKWot3XEvmJ5DofURRTOqkRDDGamuig0XOW8c3D9L0zvlrbZvoGHYtiCV9alQ4DjD6zf37PfXrGsmBG3EE4uTzy2m1FZqnUt1aTcvDQS6NbIFX/rcsGRvaV/K9ggKpnRk7hxkMbGVnq/fhyQoxAZWCkE26fQ+pgYYonjcWGNIAwCsCdb26KoXgJTqaLRxsGUlAjHWiSIUTGlIPW5PTuZZfeBW5alKQVdAdGJdZubTkRAw918Ch7s31iMhDlxdTSQtfPrJZxwOB+7u7nj9+jXzPPPq1atGU95fTTx//pzn1ze8eO8dQhCWZeXNmzfEGLm/f8PomQtrnFvpxMYXqXwLDZvbzpqQOGDRRW7AYsnKuhp+czqdOBxPBB8rLwAAIABJREFUzLO1pVtLZl4Si/cEyX7tFdTcmItHG0vBenWIM07neSHG0Barw+FgY9fDzJQS0zCyG0ZU4HhamgGbpgmdzbAMw0AYBuZlQeJIiCZBZDF1DaHUn7GNo1rl2cZAt6hdVnL+Q+Ax0JDVthWxCj2F43y6WOFtjy3ePy8zvlwF+7/7Sdv2ucADRB5jA2dpOX9rK3g5Z8j1fIFmILrj9SzEM8xCCqX0ee1zPcWefHR5fRX5fnRfm2fQfc0T+Ef9bF3lkzeHGaeh0cZLUdKycvBaFZP6jxSUZZl58+o1t7e3fPL5Z3z44YesHlJUg7m/mnjvvff4znvvs7+54urqinE0z8NW9cUb3ngKUIJ39Y6IROZ1Yb/fIyEwz3MzZCLnRWClbNeSfYWf55V5XdzmhwZafhHe0jyQ0BtaHwcNcwpnZLr++fbPPUpgkO2Z9qnqTT+zw8CQFqr2m33P08/Y/+r26VaKr7h98wyD5XcALgYwoHB4OIFE6y3oMWeNw+1muWtdpMXFjyazb+217vd5pZq2zEMtYbaVYvtM0ZqZ6PL5bFjAUw+0iDbvJTxhxGrWo153PUTpWI7hieupYYPZBStw2hDxKlwL1qxlO6/qwg5DIGfDCw6nY1NJBqtjsIIlK2DLZeVQKmHJJkROynI68fL1Lb/1W7/D/f09r16/5icffUQRSNnAxuwSaw9v7liOR773vZ9hP05Mu4H5uJhBmrfS9KlrIRfYoWIGa5omomyZCrtRWyakFhbVMKKGEjWj0TIkfi83BSa71z01ut6n+vmKBT21EleGbQ1vhq6YqhkD6QRgckbdsDVjxLawmPKV7ZMefZtvGjwv0Y219tvmwtts3zDDEB79L3tokC0ryev7ewP44mSa/dFWlTMrnzc3KnpaJ3cmU2DjJBRLB9oMtMkTUO8nYa6bjZsqDOPCLf3mVY8y1Bm8ff/WKfm8H2NzAUVM9qwOMikt4xGgyhkC2uJRO2A3KCsNFmkdp2tI0QY3ndqSqY1SG/TGYQAGxt3E8XjkeDzy+vVLF8dRnl1fEwIcj3eklLja7xkEDvcPlAJX0xUiwq/9nV/nhz/8IR999BHH08z19TVxGtlfOYgXrnzFPpHmhWWZub+/5+NPPuJ4emC323F1Zcea56M/x4KOo4mulkKKgkpkGiJpmUme81tdO4EQG2aQitdCOOV5XVfmZd3+TonZMyN2vwMlJogbZR3Xc7RW905W0tI8BVVlXZOlfjvDU5+NeT/r1scEA3A1CMt6pBTjU9h7Jv46iIG9lqYNVlnqKdK6MH3RQqc8xs/esp8t8I0zDI83AYvxHaCbvTnolk6yOd3TV7lwB+0QX1yApP3/u9y90D+AHqB77L6XUtDkD6VsdQiX1ZR1n1z6VeS8AObs/Pp7cXFNl6+jPHq/X4H6z/e9NPH7F+LGPejBMMs4nDpwz8IGqyHR5qLf39+TUmK/3/P++x9wfXNDCIG7w0MrUbZJumOKA9fX1+z3lnquq2yfNuQie7MZz60cuSBn/RMu72IfRqTVPI0lJ5Y5sfqEbbTlyoaMtGdnNQsZwXU1c00hPjGOurFQmbm1+3UfkhgP4jw0zDkj2UlzTxzzzOtVU08/H4NPewQ1dNS3jCW+8YYBzmPm4/EI9BNuQ3UbXnC5LzR//PKGS6kFJwJasxCewrREhO3naj0VvGtAoeUQHVTs3EvVFlP2GME2ae21IQSy2GdDN7G1nkN3LS1UgFaTIR3ibAzQGqT4dda3222wcCi4dkHxRhiGhAvjGNntRp69uGE372xlPR5ZTkdQn0TrwoOnPnfjSE7K/Zs71nnhanfFzdUN775v2j2neUaDsObE4XBgDJEwGr7w/Plz4iCM49ipGW2cA85i/toW8BIP6WjeIoSLTugtK9EJ91zqb9pRNiOiauFeq+fQfPbsqsGIwYT1LGQ9F6Sx0Gxgt9udvdbOX7bO5nVslFIYvGq0yRheXEc9vzofWmZObUz19uFsrPF22zfIMHh5adXBx/PxdVMgBF7fn1gi7GNkXRcyg+WeByOIFCIqViuvHbAkbGj/5mlsAwBRsnp/xFxXxeB7msGoD8x7T1HTjW0LEVGTh6/AUV8JRyUVlbpqB+uG7QO3Aqw2SfFV/Sk/UFzN2mZ9jaV7DCKGaJ7TBWayYRZbg9zoKs05Z4YxcDNc8U88//2klLi9veM3fu3Xef36NWuamYYR0cxunHjx4gXTNHH/5oHbN6/Imrh+ds3777/PMAyclhkV5ebFcwjC/f1dK4R7/uKGaZqYpom906ArgBijMO1GouwYhoH9ODWmaRwH7zxlUmy5QF6ztbQPoTWfWdZCSsqaoWSTQVtSJiXzCjQIFAsNU4GUTUwllQxJmaapFWuZmTXOR5hGpmm0ak7PTgyjeQYAu93IslgmpfcYSskNm6qs3HVeiGHDT6RmemI0jQgxno01AU5WO5EDOgwIStK1cXOyGt42jIOpcZXCGK3iM2t5VG/z07ZvkGGo2+M0S++iJYFTykzjxvQrGDdeoq/8MTTApRUiVZfqSTfccAaVOtEy1hosn3kHl1vNDtRVLcZI0M57ufi8VFn8Tj790iW9XA2f2iz7EaqT87W2S9d8y/JstSWVK/LsnRfMxxMPh8yaEyWtjHGwTEN54HA4EELg2bNnnsoTdld7xt3E1c0Nu90eiYGrqz3HozV1GSfLMIzj2OombBIZrjMMA7txahWIVaJeVdGUtvy9p/KsZJ6GLaxrZi1KWqtH4YxMrZkK9xCq+Ky748bv8O8pxlkJwcOVTo2qZmcux1PvoVS8YxxHW15KFxppLcuRpjZF2KTwSvHwOBhXZS3FJO2xLloaMlpl4aXW2niToSCtQLl6r2+7fQMNw/n2+MabaEtwF03KVlLbp/CCAziV8owaxVQcVApnx98MT+jYDv0k/VLjIBEr1x62dmkOFqpYXUKI2tBlIXSh0GO8ov5dVZguv9sMT/9KFfJ4KvVY37vAGGrT27C9E2Mk1FSae25XV8L3v/993n/+Dj/44e/w+eefc5xXynLL/f09gwxoscH9nZ/5LtGFUZsLHQLjbgco435iOhyaaGschGEcma42j6GGaxK9IE7MXwvVTe7Chu0+GccjJXvOa84sixOWuvDhaTn/84xV5Ur0qeMtrXhOezY3PhNzpJhQRAtRzLgGSsowjkQRMufl5urhZuV2nImuRAtFUsUz1BmvYr+NWOfjR2qw0ONo8ez8+YLx+0XbN94w1K33HG7f3PNz7z0jDJEpjC5iUbysecs4INV7MHqodqvOlsqrNYdmZQ3kDlx6A8rT4J/oSNVkNFb2xkC07EL0mD60ZiK4J2MI8kZuklAVltVSWFx09W4Aa22w2i0GgqfQaorzfMD3x7j0UnKxGohhmAixVkpuoim/9Eu/RET44IMPePXqFXdvXvPxxx+znmZyzuzGPdfX13zwwXfZ764BGKaxYQc1XXicramLFcM9oBhmMUYDPiV0ikyayeQ24D0wQ5N7B/V6YJvoKGtRJ0AZZXhZlpZpORxqU5leD3QLF0IwLcphCAxx8ntv/49qhmFdV0QLV9fXCLB65sY8jExaFjRnQozubWyeYAiB3XTFOO4a+aqmJPHrqEzKWg2suZA0NXp6Ee9/KWZYC16GXvVIolh3ttAX//1DQYnett4Y9IP8OC8Wz0dji0kBzck5/cHSd2GDXCqmUFfU6kHUB1bTnfECEW49KHjsjdlgio8mmbbvMxxiCxn66+hp2b3+w9k3PBlqdP9pv74oo3G5z5d5Pe38nXac88bePJ1OlDWx2+343ve+x3c+eI+rq6uGFwQN5jF857tM495qAqaRMRj6XlmKcawqz1B0obRq0ULpSrZrpuZyK14jUpu1AE0boRqGnCxFuWYhZVpqcl1X1sVwiSpuY2FDaqBeq7IMZ7fYPJl1S0G2ydwDwGyrfRW11e7zzThEo7nXZ1szJjX8THkh5xEILf0pIRB3o7U2FCuW6gdL3zBIiou+XHi7bxtMfKMNw2UYAeYYv7y9JxUIQ6TUVbYAIZrw6DhQXehaRixiZbWO17cCE3uYPmlqZWBZEXWxkFDTchZfCkDewMMGRFqAYHFiiN2k3lKc0tWBWFzLGYoO53+fz2PnWwCt/qMZmfNJf1lD0G+XxkFEWmNWQy6iZViiNK8kSECiMI7JJ/YN0+6q084M9iyKkfvH6nqraT3EGs6tQhwDk448H55RpdyW+djOVbH29lYz5CGeKlWbSKNSkomjllKMVLUsW5FUgbRm7o8zaS0sKXM6LSyz9ams6ts2ca0FXS7FfnJBXRW60qpLMbxDYiAKnI4PZC3NADw83Lm3NaAlN1ymeoGHdbXnNY2gmxJ1KcU0GXJmWWbrS4HjJWVFiGjJ5GWliIG9MkSr01DvYaldZZFTpVt5eZfCrV7o22zfaMPwRds8rxQgDhNLWiz3XAqm5FwLXnxQOR1UPJ1j4QEgm2iGyNaARnWTeitarIsS1iPAGpPX1cHTfXlz30sFOj2NZWVKoYUPKa9e5+DnIuelsSIXhqEDMKvNv8Q9zj2Dnha+sfqe4gKcg481ddnJs6kTrFSbIRx3++YBldPRVJLHkRjH1t0phmDVleKFXh5OQSEu0Vvaj4z70TJBOTMeAjmvrrtYfBCXtrLX4nsRCyUQu+92lzoBFjeSPc28gs6VGm3AoIGTtV1czmYU6nMIsnlqIViTG+tvmhGuWE9HTsvMs658ul57lZ8PIZNdWCWotgrMXjBoGAaydrhFHEybIWWGcWjnYPv5kC6WIavMSAk2psk+5mVbDFr5ud+nt9m+lYbhuMysOTNFr8vP5o4GLQQCQR4j/Ocr52WIsW0FEH08Cc+4D92E7N3LUoqjz9sg6ydgHbjbGXB2/PN45RwwrKFF9RL6896uTZ94je5aH3sLIpbWfBR6OEhrf5bW77HuV3kHhqZHYgPjDCgTzwyFs/Foq/Eu7hjHiFKsJiIvrKvdtyWtj55dY4FehF89VTnnjKhiwl6CJuv1kNatorKen/VFV3KxjES/BYmeITFFqWncM02Tie5ipKvS0Z0vQcqe61CNTQMju7qIei1DCI25GlQ3xXe1snIRaS39EINhbZL7+NB81nagfn9WvNZk8xreZvvWGQYFPn99x/GU2L/YUTh6Q5dACBGVyJqq0pIyxgkAKZtQR5ChAYECljkAcDo03v+giKWzLFEMa5VmC9FJQ2LSZnVlSoksW4+LJMLQGYbod7s2Pb00NFVjYQtBNgApiFUVVmO27RuaIctnxuCSNW8piNaajwHxcMZQ74BFUzVMMVDLVjPrAO7fQhyEOO5AC+psxaKFEs2n0hAYB+uvoCmxzjMlrRADcYhMDFZujVLiQChKCDM5K5QTFMMYqsp2FG0Vnk3LQpSi1jIuSqBoZlkz66qsKXN4ODEn62b9cDhxPC0cl5V5zSxrYkmK9YOontaG4lY9hmnabwVSAnEY0bTaM3fsRMLW7TwE638hIuz3e/LxYOCri9rW8FOAtK6Gi+FeY1EDDIOFIsHHUC30Na8oQxz8WZhHaY+2CguxjSv1K6rG9O2wx2+fYQA4Hkz9J8ZrJLrLtT6RltHNQm831MKL2D7nqPdmDywN5BOwePZAUYba8adsq6+FKmYYklr2gZxN9CXaZERrNiC0rzwDBds/HVAk5xoT7ZIqkOUTutePeKpLlR1K2LCNbhXxMCljZevtHD0bGNjQ8hCFIUbnmdWJZHezhg7Z3dwghopb9ieT80pOyViPwapQtSQ80GIcdmgR0liIwRiWtspthrGuuGXFSsPLpkbVpyHXNXOaF9dzVJZkzXPqT1WROmMPUpmP3jSo2yrOELvXK4chpdSyGZfZnupRxRjJXcHWKJEifXfreAa0RuSRWFDNUjTTVT1QDzVFbKnJT3iEwFuTm+DbahiOM/OaCOPU5MNzKKiv5Opy5jX4728k1Hj9nE5ct/P4+/y9p9zzGgKcIfvU0KLiD9L+f7mdhyVPX+/l+fsXUfPgNgDCo30uz7l30c0obAQx6Tyo9p1hi7NFbLBXw5BKslUpSMNhjL0pxAzDuKlMFzeEMQ4tK5HTds19Xcb9/f2G1Ndrlsf4yEYW2lKc1b23vhKVBp27Uu7kmQfbz/Ckx1RnW6k7r667l3YdnjbOdg+I58rQl7iOqjZZPBuvHnblYiKyNcRQ19qQcyNQi+rUf6iZifq+dMVzF2HuZVj2VbdvpWG4vb3j9Zv7dnO2tA4ueeQuMqa0G9XThr5/XWkFsWKIdpONFFWc/KMIQ6NF16Yeaqi0xG1Sxm1ChQpR+nthqLJrVqXZg2OXced5iFCPpi31VHEM8PiRgEqmYtMV6HxqIAijGUQPH4zrEf3aqrS6EsIWt9fjWPjkE1+NAxIGYyoW4LgcUIH9ft9ETnK2utghRIYrYZGZMUZGl907zAtV13IcR+N7qDANE8uyUpJVMJKVeLVDizVyGULg+c01n3zyGSkZhb7iHKmsnE6z8xjUwoa0Mi+LHbOYwcJFYZIW1sW8jEpLnvYT0zQw7SoPIzDGiXGAotkNlkm3Ga7hHlQM5GUxjoEbqOqdiAjrapoRYkXq5v2U0nCAgCktmSycLVin1hZR3TDYfc8SLSvzBBbWjGeXqVJ4627X3zrDIFgh1ev7e04psy7ZcQJL/VW01iZYIYboaaxssSp4L8Owrbgeyw9iK2O5dCPwagkH5IJgDDTZXDnA4+LonkrXX9I/Exzhtzx5aGh5JcGAiX7i8vgqgnUysgetRfFqLszvqdhBHQA1XjZD1tiCGK5xJqIcaHUadv+MA9BEY/TcPQ4EV5TewL9hGCyLUMSIQXGwVC3RNRktGMklmcusAYqwpsQgA7kIOWU05DZJXty8AALzg8XnASGnZOImRZFhYAwjIhEtShwj6bSSFJJX1qaSXGEZsho2U8To6MFjcaNOu1J0XpA4EcKOYZoorg1otRuFcRwZh8DhcG/3WZXIQPb7W/UYVZUQaanUSnyLcXR33jI2tQNVQQ2DaljOtkgUke1ZhOBG1MIQy6I541MLKkIcxKvBa8l4OQtR37Z35bfOMADc3t7y8vUth+NMTgkKTPs9IeJ8crA+gOfWFK97CMFUGprr3IE2lcaMCBI9PpO6roazmN7SRZ0CT6hdlhw827xQw7Sl7XhOhJLteInsmMQ2kSuY1IxMFXh1YlCrMAzRsI0QgIiKrdiN79Ddi5wzYYjEwSjNmjNE7y+BydhVgxljNIMY3ejl7GQhrwlIxcqIvRGEZtgNLlm3JsqaCRnGndOlh8JyOkG0OH0+PSAiXA83jM8mxjixPMwsxxOH4z2qmWfPnnFz/Q4lZ+5uD8Qw8uLFNVmVl6/vOBxOFBWWlFmSaRwc58xpmQ2EzIaFJKxHxnGZLe0nLnA7jgxTRMW8z+PxaNoTV8aATKk4TmC1G3XFr2FQdmHZIEa6u8xixTg07sMwjExrTcIaSQsgYTJ6cYrmWcRImVdSToxxIg7aDFomUGJoQj8GkAqEKmC0ZVz+kQklTguNdbdRi22CicfLtUNRta7gwI54m7iu+ujSFeNiwvaxLZynLnutxsfxaAX+2N7fvmh73RyMs888hXH057jFjh5TVvFRzkOJM7JTR+qqZK7aKEaDMDkNuMb42g264AamxdGlkIFxGM7CKDO0au3+FDS7qjaRks1QrEvmdDw1gG437FBVhrAjCURGbvY31kc0JU7zwdWsA8MgzPNMSQkajmHdplXx1LVYxWSxTEXKmeTPIxUlpWzeVhDzcJSNreigZ1Lr9bAVS+Wze9kyN2VrNQAbbb16W1Wtqe5TSj3HcxyihsObGO3Gq6nvMWQHLj2tLnqmAFuLwbbU92Oc6atuX6Wp7S8Afwn4Wex8flVV/wMReR/4r4BfxBrb/guq+sr3+XPAn8Qqp/91Vf3v3/rMvmRTzDCsRRlFmmFAHLsN5nrXEatqYUIvl/ZFiV2VjsaMpTbt93n87kMLtFD7XImqKU5VDQdxJqFvpRsM3jfES8XV2IHt5Oz9IpsL2HVrw7tw+rU4HuIG0qIIczPBqvLq1hduiU/0NW8t4QiDeQXFUnGlAn8xEBxwO+sXIWZMzLUX7xxl3xclGr2aaJLoquQ1M7thSHMiTIFxGolxMIxIheW0MB9nooxMA1zvzQOhCHktJgablRAipSjrYqBbjLEDHJOFCTlbR2tVM0ooayksHjIFz5I0HYVgMnE1HIXOYLBpH1jbu3Ptx0qpbroSSjOqfc/UlFJrk9dzIEoprWy+z67V/bI2i0JdDGoYGyV4L4rOcMtlA7u3276Kx5CAf1NV/w8ReQ787yLyPwD/CvA/quqfF5E/C/xZ4M+IyB8C/gTwy8DvA/6aiPxB/fvQ9RpoqbzPX77h4eHId17sIHhrGjViR3XxJAg5eaMS8dZqWDxd4//gJcxt0jsfQkTOGuR22S0zCv7gVaTRT7EjeRwoHlZU5qOFIpVtFyqoGOw7ky93tf+hOp5RdQiDr779Ki4iDN6TgmCFRvX9Jc9tkG1Ifo+Ux9aWzia1sMwbi7CudrafrWR5NUr09W6HqMX+hzf3PN8/M/0CtEmnffLpR5xOJ1SVaTROQy1BnqaJm9277K72RAm8fvkZt7cmHvvDH/6Q++OBn/u5n+Odd97heveCadpxf3/Hq5d3vHjnGfv9NSqwZmWej5zmFVXjCCSE47pyOFoIkQsUjWTMQKxZUYQ4TpjohbCW1aRA1Lps1/4hwxi4urpiGAOn1dSnhrA10gUYgjE/j8cjaZ6tKGwcmeeZOa1INAITWPXt4TCjejpjZlaQslVZZi+jdpxnGIRShWZjIIp9hg4DsrodNY4OlqXbPMd/AKGEqn4EfOR/34nIrwPfB/448Mf8Y/8Z8D8Bf8Zf/8uqOgO/LSJ/D/ijwF9/67P7km2eZ5Z5RWWPhM2l7909OA8TmjVFaFywHoII0iozq2GobmLtclR3OuMDdGFAaTE+LW1ZP1fQ5s7nfH6elr7KVhknShYIRl/zY59nJb4sDVWBwf7/27nWFKXFy2dhkkgTFmlpYK/4qyK7Q825e7iwG0bLiSwrh/sH7u8PHI9HfvSDDzkcDpRi4iMhBKZxz9XVFTc3N4zsEcmk+ciHP/gRr1+/5PNXr/nwww95eLgjpczDw4EXL57z3gcvmCbjJuSkjOOOU1opJHf1A8s6U7DqQyWwZJPErzoGle3YQEmcach5uGWt9nRrUOs6njWTVJsD1RCmVcYWJeVMKOVMyck++7iZ8Nmz6Bic2xiui9jFM/TPWdfr81Ch/47+2X+NSOLtMAYR+UXgnwT+N+B7bjRQ1Y9E5Gf8Y98H/tdutw/9tctj/SngT739KduYvHs4cJxPDMN7pGUBDSxqNzTQxdKy4QaVKl3DL/M+ornmhuE5ytvhCtFR+5y965OAeqrQAcFa3lRyZnACjx1frPGodB4G5+dQdEOlc8kWVhAJYiFJvYaillmBczwiq1U3gqCyKWBVl7ZuplhQoN2D0joUWRwMuOCtMS5HpJjLvog1fJ0cQFvnFUm2yxAC88PMw8MDn3z0Ex7uHri/v+flpy85HA6oCtGNzX5/zYsXL3j33XcpycKVh7t7fvM3f5uXrz7j9as33D3cUzTx8ccfM88zDw/3PH/HtCFPp6NdczEw8DQbX2EcR46nufEVbGIFcjK9hSKRxsfy/qMhBFINiXzyixv1YdgmdoyRMQ4GJLuhrPfMjEVmDJHZvby1ZEaBIltGIefFcavJOSAZ3POoSuQpJfMuwLuCbzUUpSgxBLIXdNVWdK1k3P/uQxOfZThuzdtah69sGETkGfBfA/+Gqr75EqTzqTcenZWq/irwq37stzrrgnEZXr66g1/6ec8iePFU8NJWBdFIGOtJqTPzDDmv6tPm1lsAH6O71a6rYCo5bsljdPTdYu6mTN0ZHvFsYq/u07vm1SiUzitp5cMFVCOmHOVnLJDWRE29DiFsq0XzIDIiVuyVxfgMIt4p+WIFkdjFrBQzJAXWtX7CqkhjjPZb3GVelXEY2U97hjBCKKzLzDov3D7c84Pf+QGfffwJP/idH9qqvhZH8b1oyQftNE1cXT/j2bNnrWz79es3/OjjH5DSwpJsok7TwEc//pSPP3lJCLC72vP+++8iDKSUKVo4HGaO82zCrmshq7Dmwum4cHd/YE3FyEDqgKxL3VGs+cy8JCfCgXjoOUyjLyo1bbuBsCFag5jT4cDDwwP7/Z6bmxvW+dSEae7v64RNjONIVQIbdyOhNg7ucITd1WTCMOLiQ7UnKCYyU70WAcI4mKSAjyXqQtNCy0juDEVNWdZx+LbbVzIMIjJiRuE/V9X/xl/+WER+zr2FnwM+8dc/BH6h2/3ngR+/9Zl96flYu7rawKSh80axs3r/UiwubzelA2e0Lh9n13gWk7cvqnt3bl9tP9bve3msbbuYnLIVIF0W4NDc+uAeTA8onX9fPyg2jOE8a9IbIYIQu+8s4mFNMXC2hg+R6IPVu1mnbPUiRQk5klPmdDjy6Y8+5nB3T14zH/7uh7x+ecvD3YHKo5jntfEiUiqWGg07TgeriXh4ODLPJh9/Os5W1hwGCxFDsetJynE98eMffQTAu+++QAWWnAybiYGSlNOyWEl1EW8nr24YsePkyr6kicaY2EsgxoDmtWViYlDrAzmYkc3rQu05OY4ji6/uqmohEuopSBObqc8Q2QzzMAygWyPd+sxqyBHPpP5wUZ/QDFZNbW+ZjkguQD4fW96wrY2Rp5i2X3X7KlkJAf4i8Ouq+he6t/4q8C8Df95//7fd6/+FiPwFDHz8A8Df+Npn+MSmCPOsfPbpK+I0IvMJZMAZDKzrYla0aCvWqQw1AQNtqnx7jNY8VGv4EbaJH4ZWVdjHgTXT0E9uGwzu1rkXEQHVsHkKUvPeQ6cIXSe5NEJMcdsl6mzGYGlWQdECues3Wc8JtTLxRzEw4tu+AAAgAElEQVRmx/FPasbSVlALGYpCDAMxjuzHvfVyUMsAVIZMYIQZPvrJR9y+esPnn37Gb/+/v8XD3R2igdtX1qKu9sfQIjycjqaWlFbGYUeMIw+HpU2qcWcNaOtn4mTMw7uHGY4n3n3vhT3npfB//l9/m89efs4v//If4t33XjDPK2GauJl2jNPC6/sjOSmHeWZZEuoZi5wUjUJKVo+YS3Hhlg0H74Fc6wTlXgKF999/n+985wN0XVjnBc2F9999l5IyYzRNyl0MpLQ0AHEcACnkTOtLstvtyDkzryspLcZRdY3GqmNKVCftFsZhQiWwZC/Mqp6nWHbIStwdd6oGrXUIKw283sb0PwDwEfingH8J+L9F5G/5a/8WZhD+ioj8SeAHwD/vN/rvishfAX4Ny2j86b9fGYl+ywqH+YR/p1naiuZ3+Xq7J552C5V+Ghq/31SfzOOok6YnNfUVi6UFqttWBBPn9HOobj/OSDybqC19ugGW5lHUKGijc9cXxV3Q8y1QNbQ38Epaysquu2IMFWwEqUYnWKlucbRcPG1nPRJN/GSUoXlMy3FmPaz87m//gJefveL15y/5/JPPmU8nK346LX4lpkCRs3I4zhyPJyPjTIEYC6ejIfUAL959h9psJaWVUAaGwRKxAWFZM2D5+3k+8OrVLS9fvuL9D95lHEeSKmlNzPPKsmxFSjbJS7t2K1d2g5rzmYGHOpG8m3mMruth25U3wHlY5gbCPru+so7Zfq9jsBZ5Tc0qGDGuFJcaVCVGQWRg9qa+DecJQnC1iRAECWYA4lBX/C0UsOYz0TuQdaD3E4BjG25fwyDU7atkJf4Xvjjf8U9/wT6/AvzK1z6rn35OCDSUOmthoN6IvtgmeiPX6i77Ki/nmg0t1SjRaxoet5ar3/lo6znr7sw/lTE4R443HoI6GGYDpg9doFkouypq9yip77MNUPC26FoBRb+ugmcgADFBUvOUilOtFSI2wZPFtnnJDacoa+LTjz/j/vUdv/P//S63t7cc7o+sx9W0D7LpT6oqq1qD37U443BdWIurGadEwqTMzzIhwJxWQrG6hsraPB5nDBMNDMPE4eHEJ598xs//47/A1fUzPnv1GfO6MC+JNSUW5y+YarTJ7plv7Ya+97KC3Z8K7IVKkIvBGYdbA9042Hmuq6VhrU2euMGaud4P1l1rOZHSQogBycNZpqMnO5VSGm41iJG2YBsvNSPR8J2ytdiTUj3Cvkx8GwP1WNRnzBZ2vu32rWQ+gt2aV6/vSYpJhnYtwJRoq/dgff+0WCl0WrMDiT7RfCqLu8A+RVEJ9nqtRqjxHdJ6ApjLWdpKBTAEQUomYUQXhj6dVEBr41UzVNWIWU2D1RtsJCar3AvFUpZKQUbzKIJnTurjrgM8tcIoYw8ayGhEpx6MKgSqQxDCAMnco3VdoQhT3PHqk9fmGXz+it/8jd/k7tVrHt7cW9u6bMStOmEajiHitQeJORfCtGMshUUzi6+W4zgy7XZ8/Omn5JwNwFusw9W4mwg7ay8/H49AYZoGhjHw+u6e4Sef8Ptf3/JeeJfTaWFOK3PKxGkizzPLqiy5sKZsIYXLq1hWx4SC8QxOydruYVbDKZa88vxq4uZmzwcffEDSwqvXryl563VpRU4Dp6Lc3X4Oec+6LszHA6HyYxSrnAyKYiSrSodWMlFGgmirqlxS1WsoDJN5IftpYohHkzAUYRj2EHeoDARGRCxz0TzaoF6IpYSgNqbLuWf0Ntu31jCAFVPlbKCTFQQJIkoWSwvWi6uDNkNj51XqcDMmdUWXc/doA4W20MM+v6W46r6V4bblts8BxnbMDSIyb6bKv9GDnGakzngW9XvcPbaD1WpJXyn8twZDxKvuRAnS9BcgWHahXnDxFfGUvLt15oe/9SEvP/2M1y9vefnp5zbQNaAZ5uPSlU3bvoYbTKiDbptrHbh58Zzs7elCCAwhsiabbFdpRxxCi+tnJwlN08SynNzoSXPlj8cju8PkHn8gdBhQLa2u2gzqLNgtRewUcFfsHuKADAOqhg9QlHBjik2Ve1HLv4chMo6D1yQYHmAisxveNBAYnRzVi/+WdYFxwpo9WIajlW6XQs7rBip2XbLq845hQGNEhnjGjalAZR071Rs2b+GLKfVfZfvWGgYVo0WXYgi2scWg1tkXl3PPQlM4qghvKaVx0etNhHN3397b0nv9za+kkafIJO38VB99ph0fupCDJ4xCae+dXbMa1VmKrUR9dqJenxRpx7Bz9fQVdFoE1hVJ3HAomePDidNh4XRcePnZZ/w/f/c3uH11y93tG8paGAnMRxdAWSugaNjE8XjkOJ+4Rhl3xt6rjWRjjFw9u2n1CKra+lRGv++DBKwsSJjXBQmB65vnWPVgbp+BTQ6+nzhW4mwU6ObBucHMDrD2z7bkjEzBMw2RUoR5ORFU2I9TawBj4YSVfk/TdBEO9qlCI0QNEhjGYOXgGIMyq4nDjM4BQQpI9oI066gVRJFYO525sE1Z3UgAzqtQaOO84Wf12opas2Xpx975ub7N9q01DAC3dwdOy8punEjZZL5CAM0ml5XyCjlaY5MwMEXTy0teix8kYIW1ftPcW9jcr0zONV6vr7uKk6pXT4a2esdgHbKL92UoCuO4EY20rOa5iPU93IxM5UQU1HECNDtD07Yi2lJn1op+M151iyESRs9slG0VVVV/zQyD5sLpaPcrr9aG7v72nlefveHNmzcc7w98/OOPSaeElkJEuJ+t8s/SayPZRBrRsHVPWtJsLm0I7KaBGGBNiduXnzOOIzc3N7aqzyee7a2ikQz3h5UxRK6mnU38w4Hnz66ttiXAGJ1hWJR1TuQ1c1pPnOaZpRTe3N57T9PAmjLzmp3TYTPHuk13LfwCzjNQluNCiIX9OHG12/P8+XOeXV+52nMijhNpSRhBa8+6zpQltarPdT2xGyOaVsogiIyoGsluP1lZ+pqT6ZGOA7sxuMaDG6YIWWtWTMhSvYhsFaJLYdgLYfJiKk0M44gQUV0JXbdvxWT7oWJqW+Fb4O3ch2+tYRCBnGFZEvvpilwWpzQb2FTcZNpEGqy+PWBuqXrHKa3U2PPjbgQRAc+Ht1Scr8ZBbeUPuHGApn/Q0OSilBL9mP0Kg9c1+AIiLt+ugDfAqS5jBQurIKh9f2ZTievCnOoqu2FQDxNKLpRcvMhIyWtimU1W/Xj/wIcf/pjD/ZHPfvI5p+ORdU4cbh9sdQIWr5C88b6KOWeOy8qSc1u9hmjGOK+JHJQxiNWqiCkeTWNkiFa7knNiHKzjdS7WHZsg7dgU9bSpGVnGrS3cspjXcpoN3ExsbMRSXGauGgDHjbJaVaUZB3e3iaRsxxqjcnNzfVZhCefs0docZ1kW8mxAJFq8DsK8rpLM6AZRE7api0ku5uFp5S6AEdYiJQyIl1KrbtTrzZjXzBNokI20JD7iLkLh2gktqTqjxEWLwj8KhkGMKRgE3tw98M47zw14U/UJDHVlX1WdGmtgZM6riaWoubM5hjNSSBDv9FM3DTZBYmir8CBsE9bvd8MSsjR3jlxYdGtUEuOGPNcWcGGQli6lbLz6SnJS0243AyUYwTNtcWbPoszFpcyWTAgTQuR0sM5Py2nl7vUdp9PC6TjzyU8+5fb2jru7Bw53BzQXwxiOK/PpxNUwce3dlh4ORiTbRZMUyzlTlpkwCFEiy7wYS08sJarZvYYhcr175pWTSjmd2LlugKYVnY10tY+Babcja+FqHLiaRtK8kMsKFGbJ7PZ7RITb21tOiwkAJwqpGLaTsjKn1cK0MLDqbJNchDlDyoU1KwkYgylPLWu2ZzsMVq0JZ5Tn0YvpUrK+FVfTjvl44HQ6shwPWPfvATRTUiLlzH43uOFX08LIicGrNpvMfVIURcbIFCNEvLZDKYvJ9ZRc2+XZOUW1/hlrnBiKSc37KPTn7wtYzXwYSHUWBr/N9u00DL4VhcPhZHnspIRoa7hzPRAJjQAS1Irpqrx5DFsPQThPMfarRv1dSSRfnob0Fy8Aw3rsWjgVQkCGTQ+hWv6SeryADWCkYErAtjpZ0VhfxFX59qamFIL1wCjFQMD7+wMPdwc+/cmn3N898PBw5PNPX/Lw5oHj8YhoYBomNGXWZaGsCYapSddNg2U40ryQVsvpX+327PfG/ddssnph2Eg2BWlyaStimMNp5urqiv0wOmhsK24YJ9K6sqbEbhiRIbKsK1UEBdHmXqsapbkUYz8W10TInq7N2VbLqrRVMEJQKhZKDNHOeV1shR6Ggf3+inFwLYpsimARZYiRGDA+STF8ZzcN5Fk4abY2ghoppXJKDBMpZcOlmgvv3dEsJNoMeuXeTHECLeQIw2DNZwwDCZRQ1bOCyQB0JdX9uK3ebJMOZCssfAoE/7Lt22kYOtf/4eFgA8Vd+FCsEKiXJVMV1pKJFZUPYg1TQw0ZfDJefs1ZxmFLW9I9iKoFYZ/dCEWVR1EVj4tzEMDme0WiVQOiq6/4276BTfbe0l40RarCBZjmrqcZHk+15syyrNzfH7i9vePN61tefv6K+zcPPDw88PLTV5wOs+firxnjzsKO1bCE/W7H3pueDM+ukKKcDkdyMg/o5mrH1ZXJq+dlIQ4Wg9dO0ykXxsFKrPMwcFClLAtTMCN0XB1ABCSO5LxSUmIcBwbXjBSxzlUl5KYlGV2uPqnCYLJ3KW+GI5V8RkDyO2cK0SmxuxoIw8hyOpjR8zJwEUszVmNWy6fF+Q85r5QysvPzABijhVB4eloYGLs6Ge3GIHiImbEuUqIMYWQIA6lkYjSB3cqhyGqGdhoiWQMzlWPhQKTgZDAfq46PNeC6KIXSsTrfbvt2GoZue3V7x9qaiWQvSzXPwVY847yDetVaYL8b8XoV1rSixcClECeKeItz80ktPuzQ7xA20RKwzyhmKwomDlopx0ZIMjYgmr2Qxt1+H/jDIIC5gS0FFcTOTzJFqrKx0ve8r/tr8ZfdEJViCszrurAcF15+/oZXr17x8rOX/Ph3f8T9/YG8ZDQLu+ma3XiFZEGy8Pz6ObswMQ0j3/3gPY4HA/WudxMvbp6Ze78m4hB45/oZEpTlNDM8e8bOWYJW9TiTvdXbMAxGCX43c3d3Z5mJINypGZJxHHl9/8C8LgxxZNzvjeYulr0YpoES4ep6x7N3XrC/viFpYj4cyWsm6cphPjGvC6d1Zc1K8b6ma1bWPKNarG/mOKHFQNwxGt19HEeOh3tCgOfXNzx/fsP19TXTMJoozFKYD0cTsXWDM4yRZ9c3DGT2VwP3d6+Zxsj++opp9GY03nhYh4F9CGQnXpVyZJ0X6zYVAoNndab9DjCMopTCmgxXmPYThJF1NeIXDbQOwNrGpoHXxnmoDXVLMZC6qW2/xfatNAwiG/PPpMJdvTdsvANVF4CtqR2kNXT5sq2/0Rb6b9yEujrnjqkWQhd2lHKmMxnOYrwt+2Aucvde26dPiZqeZK1QVEtXnIU59bN9cQ0KGhTB1Iyvrq6sMOnqxG5nEzdJYjfc+IoIp/sTqE2SF9fP7PeLZ6TVqL77ySY9w9TESnbTQERIOvNsd2UpPgIxBOJOGqknhMDN3jgB+3EylelSWE8L33n/fV68eEH50Y+5e3hgSRaixHFgXk8GYsYIY2jpw2maIDsQlzO5eIv7QiujBnu/FqGVYkCfxEBafQyIA4clUUqy94MRk4KaAGxVRjqdDoT9lcf6tt80BANIsbT5MAyMN9HBvlpubeMxtorZjVFb3f36DA132sKAnJ1QxdXmqRKsB5W6kMvZnOg0Rur/n6id+arbt9Iw1E0EDofDhhBjTTdCW2EVGVxDIWAxqaPWubtfNQNQY+MN0LMveZS/7hqEmORWh0uIydWbvFpgGDdS0flv2jHrYFItpsVQc9OegYCaeHuKF3HOsagDZpoiYxh59uwZALEI8zHx8PDAfJiZ4rXFskU5jkfSsrIbJvaew5+mqaktvfPOO7xz84z1eGqr3DAMlDUxDSNXu51NhKRMo7m6c0lt4I/BJvT1bt/6ONzfP/DO8xf87Pd+lld39wYeLzP7/d6wioftflc8qLIHq6pVUuts3Zcyq26TrYeDSsmumoXjMbZwrBQPb8wQXKopVRwopcSynhz9rfL/BVXrBr7fGzEqr+Z9DjKweF2IhT/23IYhkD3cqGCkaSycl0z379djVK2Np7gx9Zq3a39sON5m+3YahpoCUnj5+Rve3B7ZX0VCLAylkDKez1kpecuzD3ETOkVcklsLVb7ZGGcCobWj3boCdXhDRqwdhSqaEzSdP2+pHgNBbaXYQB+XkSvqSl8uAS6F0h6oxZ5aLP1Q1kTOXZmubGw5IRitV40GrVoIwYRaVOH6+oZx3PHd736Pkgr39wd+5jc/5PNPX/LZZ5/z2UefQ7GS4O/+7HfRlA1sQ7ja7Qk5ET/4Dt955x3+sV/4BWIqfPKTj7kad7z/zrs83L7h7njLOzcv+OC99zktM8fjA+M4Wnu2Aq/v3hgJ7f9v711ibcuytLxvzDnX2vucc++NyMgXWVTJFAg3cAeQRQeLpm3olOnhho1kZNwA2Uh2g0cHCdGwZbDcQiqEJWxhI0tgGVlINrYsWZYMGFABVZSAAopyVlZGxuM+zjl7r7XmY7gxxlxr7XsjIiPyETdu5plXR/c89mPuteYcc4x//OMfpRIPJtk/ePnyV975MiH4phoH3nn7CXPJtBS8WW4k18D9dOKQjgySSAMUXShaaFS7dqpUNbyIIDT3mlqFpZgn0U/keZ45HA70B0RRSl64ubZUpdZiTXObMqbk9RBnjuPBQMhcmdtiXkapHI7RGKHNNEXHdKCKFVWBGcQmsJRGUJPKvx6vGCQZa3KppFh5fP2Y++lM0YWUIhJMzk2bqXEPh4P1BgVjnwK5qa2RZmI/MQyQ8BC2sx+VFIcVf/ss4400DPtazXmeOZ9nhvHgvAJrbNsLoXpuWMS0+vvJ1skLPdcL6mlJ3V3EjRUJr1rdDm5ttQLY67zsIvbnyWbhN69kjxjrKhi7zzisJ2e8LMbZ3mc7JUqpxlVIlWEwcRFGYRyPaAlcXz9iHA8s9zO4KMvjx48tR3+eGIeB6+FAQtHrKwLC24+fcPfsOSnYY3/iGz/Bh2lgPk8cnCloGZtN0TjEgcPhgIjJxQ3DwP39CVVlcGGTUgrPnz/frmU/nVHSmBjlQJ0rBCUOgeAdo7NnRjp1uFZrcd81GBrNiUV1zWQAFx6AiOskRKG2Qs6mlF2dlZlSYpomo2AfDgRRxpg4n+4NI2iNR4+PDBK90Y4BmB0czNmyHkZNaeAtANcuSWxAYYyR5Bm0GIe1XV7wUFJKgWH0Aqw9i7H3l7jkMvS1t1+vPx4egzSPy61e4nw+8+TxcdVOWFNFuhNxUXPte7hg2o5GRNlCMyvZ7sAeToZR3beC65mBy/Civ+cKNu7+trmIl/Rney3Yu5A9XNi7xfb4hgTj2GvbFpWFQMWN0Cb20T2j/fu+9dZbpDSS0sDt02dMZyuXPl4ffNEWDsPA8TByPRwYQySFyBiEpy7VP46mOnQ8Hnny5Mkawh0OBxqV0+nE6XTi6uZ6FTeRaOpI13rF+WwCLWFIFtI5w29ZFnIt5GhFRd2dl8U2yOHqiuP1FYtmlmK6BqqN6n0gyprRMSO7Go0dNrMvKIpiLnyQCMVwKvX4sn/GuzsTqH1yPHI4HDgOI9P5tKk6hUCrjSEma6zb2hrKdeNoGJQ1hun3pBt08/w2JepSCuNwZd3QWvXshJdiH6wQsDc+2uNN++zZBRgZg6lUcWk0Ps14Mw2Df0ZVuLu74/b2lq999UuoCtIiMbqceRAjm6ghvKVZc9agxlK0/q2GB8gO0VwvMqzpyD3I1x9Te/2en1RJDOneZOrlwntQT2sF6aIgvb9lNzrt4gb3E9i+701jt/n1OHhZ7AQbx0iIB/8sEUSZ8kSMA7VY+7bHjx/zzls/zZgS7777LrfPn5txvZ24ffac4zBSn7xFvIFzNqLM+cUdy+meu9M9uRbee+89bg4HDoeB0/09Hzz9kLfeess8g8NIrgUVQdW6PNWqXLUb3vnKl7m/v+fp06fc3t8aei4YRfk4MsYjd3WhzFbSbNo1yuMvPeGdr3yZx28/5untM6OHY5qVpVqJd6lqIVk4wOo9+KZpRg4zmnNvomNkNxXhahwtvFTl0aNHXF+bUZumidvbe66GxE243vpcBkGbmoFrlXEcOR6PBsyKaWOesXTseDiiRO5PE6fTiXlaaO4NDJ4WxTf/6XTi6tHbRucvhRAGQrIvSz0ai1VaM/nCsAmydJ5N9VXbw4m+9j7reDMNw27kXJgm2xiUjoZ39lry/hJuSbyT81rPrtv/RpaFri2wR4/NyGw34WUC1Msu28fdiIsb5VPqFYjdMHxUvrl7AfsFUGpZ/97DihgjycFDbV5mjLna83z2SkOTVD9cJ778tbe5uh745V/+FeY6cZpO1Gop2XyeyHMxYk8uSKtc3VxbL0qMVn57umeZJrQ1bu9f8OTJEyMMXV8Th4QsC5lGniam6cT7rTFNJ+tBOQyumm3krWEcLGVXE8UNCjEwHgcev/WIw/WBOETLNohjCs2KkErL3i7OKht7pNl1DzqxrF+ngLfXK4txWAZL78UQjYB1PNo13gnLGijpHme1Tl0BSzsnz5aUutBaXXt4Vic6bfoOxsHoAuE9tOnVqWvPU19XiIGVISWWdR0oeHs6SN8VZPwxzUoIt7e3vP/eB9z/1DeAZiCQi28OMTGMmxKvdLFNAV1Ra8MjUOs9YQo5ZkCUSq2GAbQQ1uay+9NdVYg711JVrMoNjCassp743bjUWt3T2JhqltaynhTQKdbbTXbvEeNAtJWcFZIBhkOwbkx1nl1xeLCGsIcDrWVaKNwcHzFPZ6bzmfFqYLh+wlvvPOZLX3ubFy/u+Na//FXOd/fkufDs6QvKeUYkkAiMIZLzRAr2fqPAYUy8dfPE8IPTLTUUYho4jDBcHTnqFdftmvvpzHE42inY4CoduXn8iKrK+XzmW++9S5snlnrmdpm4vb8jHQNvv/02T770Fr/uJ3+C4XigaOM03ZNbJlMoWsm1miqUmFHM2cVh66ZDobuUMZggi4aO42wVmcerkZubG1Iy8ZVpmri5uSGK10gsmZYLKZrH0O9lni2bkiSYUcvZjfRIlMD9PO/k14LxZqIZIfVrACazb0bf1pOEHl4awxI3aCt1O0SI3uyoWQvEuOJTXhzoQMePBfgI7E50wxlMMKTQgjVCDQFIFi68LLpq1ngrNokryLCBfz3+U5wP0XYssuBNcT2MyOoNZDom4bG9qMvHY0sydDq29OIYj3ctYeku6uap9Ny1jXZhREydKnA4XDGOdurk9WSEMQ4QhaVmAnA4jLy4fUrO1ZWeoanVYYzHkcfyiK/+xNdYzhPn+4khJcq8kOdibEhXqqpUq5fIhdKEqoWQzVAWLZTaqFpQtZCuiQGHTRq5ZeYyM59mpjqDCKfTidvbp6ahoUqJtlm//vWv8c477/Dlr30VTZaxyYtJxJ/naeWT1DVk2IRn6y4Xvffg9mEdePcqtVRk8q7k4zgaZtG1I7y8PC8TJWdif171hj8pmZJ3qQQvOW+toVWJR0uxnk4nq+3xQrCV3BYH1JWrarWQZO/9LS2j1ZTOTUfCw2OxzFM3CmDOb5ANtO4CLhsO9WNiGFZ0X43klBfr3xCBnKvnmC1Oj8lP6hgQSWjseode32CyTGuKR/qpLZ09wEXL8R7b7eexpyaHnTRcB0Q7EWoFinaAUX/+BYjUwtoJy4asc+weyP559h7msezdSdOrMC6HMQ1NMjmXQm2WMuvu8tvvPKGVR0z3E4ME8rwwz5l8msjTTJ6wUms3EosW8v3MMCZD+LOsOf8XkxVeFS/+GmKC2pjzzP1yz+10SzrYRkiHRKAiceBLbz8hJOHtr3+Vr3/9G9y8dcOvvvttAy3zwmmajFNQrMP1Wlnp4J2t/0t3urvs+82RJKDBqldbKyBpDdmWZaFmE4y5OhwYkhuGsoAYWarzKmJMsGo3RHrXLhEjWFmXKzUBL9H1ed1IEMT4Drr1l8iropOtM2ubFzb6PWwg5G5N9u9f4d18D+HEG2sY9uPu7mRSXlqpIdOGcS0qynkmJiOwBEfBW3SPAhhS9I5TCl5aq+r/ixXSAKYTKJdZBbPMhd5KrLZmjUG8pDt4CfWe1QieUdjxE1xAzhf1Rm7pxTh9pGGjVBMSCpznvC76lJLF9uK9DgHUyrBFA8MhMYYDQeG8LCyLUrSwnCdiGDheH2mlEIYjx6uvm8fTGnVaCCIWWjjzb3rxgrJMaG28uH1Ga21lobbUTAsDaAHrfTnAcTwwPk4cngxM5zOH49FKrmOgoRyubvjy175KGAMaE/Oy8OLFM4hQl8aL+zvrWVob5/PMXK1preXzTf6uFMiqq+tt99MuxbppPPPU1PUtsGt3deVErTyzTDNlntFxJEUxlT5V5mUmHEbGQ0J8nRwOB8ZxZEyRPE/keTHQUJW7+3s/MARpulbuGrVeEI20Ysb56vqGu6VyPp9RCQyHG4peGrlhGMi1rV20+jrclMW6h3BpEH5M0pXsUoysQp21ZqKo9x5kTRMpcRXwtIUhK+4QnRUpCNEBPjXBZAQrwTZykdAc6e0y7RuY1YlFyUt2bFQ2rnoET2WKg0d+yu+fYL/xufcPaq61pUiDKU+JIKtSlT1OJK59MYEV1OvEKwjUJQPBsJdhAJTSCkMbrBzH3X3TNTByzCEeGB7dmFjL82eIGgFoSI8QvaYsmfFqU2Yq7jV197joJm9+NZpk/OH6yNtfegvp6czRmH+Hw5HDzYGQAnM1AtN5OXtTAKuoDCki2dWZVgk0B4m9TLp7Y0o/MV9NKxsI6A1uDlZi/ujRI++Sbr/vOMP1ENbNV6plalIwQZZSldG5Cz1dbTUrG+DZ57CS69i0HjS9OvAAACAASURBVHr1r6JeuGWvU2ol6JZmlZ2BWL2Ande4cnV273eZRv9xMAy7IZjm4DzP5h2IrqQbM6Iu87a7KaJGDInRhFRW7UDXQNhfwzVE2GEMe9EV+Hhr3F3T/joXfIVu6eUS/9iPPZHlZW5ED2f2N75nLlSNrGVy+T31qhQXbm1x5Hg099pOyis78WfXHhy8zZ6aR9FyoebC7d1z0EpEOIZITIHDeHQGYiHmxNAaGoTRyUW5FlPxDmYEarZMx9XxaGpPkswwoMbeC1byRsDk1VOkLdlDog4mhrXadT9sc6R1I/VTc99OIMZoV9ON7RAih8OBm6trHl/fcByTlfG7gcxlZp6jX3PPCtBIyZSY5mUmjocVD1pLzV1RbLuP5hFaU5uw9hZd15edF2vbulIKgyoSN8k+QdbDqMvS79fEfs18XNbs04430zC8FDKdvG1YKYud3k05HA52w2+uVqPQ5b/xm6dqTEGwFJ0MdqL3GL4JXpnWvKekXegYIyEKMVh7sXVj+o0LcokHWMjhMuk9+1DNpZWgXmFpYx8jXm76Dlj213UNgLZVZMaQVuNV20zOpicYQkDCVu0YRLi7e7GWJ/e4SmPbyDZLocwLy5LtVFsyh+sBiNbANU/MpSJaqRQTiUEhbG6yEojFvJwYBhM+iR5GDe6xRUEO5rmVbBRmEK+MzDRRbu/vuJtmznNmKZU5LzZ3EhpgWTLFS857E9vt+gVaK+s17ai9aEWIpGSl0z2luCwTtVjDosc3NyQXfe3qWH2kEDgMI/Pd2RoWOdOyl2uHOJDXCtoEEllKXdObnRXaMZk0DmvNh4XAmVE2IdtaK02EeZ6NoKdA1/PVDTDv9z96hWU3PD8eegzAitYH67C0LBMhQskLIn4ClsyhDAbc1HaBH4TW1hNGVhpzIzRWWmsSS231Mms1HTZv93Dp2gEUjFvQ89FGpPJTS4TYFNR7KoKTezpguKuD+BjXbw0/JNErMkvrPIhXZb6MPFN9sSnXBytz1to4s1ibOpTD4MKuS1ixgjyfLH6+HihLJoWEaFsZfuecmfJEULg6HhnjkZLN+JZSqM1k1jRYlaiK0qKuHIQmRjazWMqk+BGThxMNFK8uLKUwZ2tHmEuj5Eotlr2ptZEXNTKXBjd0guomiQbmlXQ1aa0GUu/3iYjStKKYyvQ8GXZyvDpwHAfOty/ItYuzVvcyO6vewrHkLNvpPNnaiQNTL8gaBxAXuu0uqQgqzddXsgyFCtM8rYfPsizGeGyNmOJaN4P0/qIVwe59x0pUOw5lArOGVLoMwGcYb6Rh2EMMPa1Yqy00EfE2ZBnOO3WhELhZrFgm5yPHMW36e9JPdTvhYvR4MgTGMVhhZggkTNnXLLgtenNpd/UMYg1wO+AoOzxhtdw7vrzNO24MR2VdOL0b9Rpnph7Lmh6lBGGIdmy8TLLqPQykLxQnbi3Lgmjg6uoGwGXlbB7DMKzKzjUZWahQaWQ0NFqpBPWS4KQMV/beVZRSF6bFKNYyBFIMXZneN2YwtmkztD7imyOYD23thhXxJTktM3fzzHmauDvdc3s+sZTKlAtLLeRixUm1OVEtNBKJWq1Wwtzzrax9bS1QLUugyYyGxEgII+OYrPirZqZpQvOCXB8BWJaJkhfyfCZJY4iya0PAWjRl98BCilaV+TRTmxIPJsayFLv/R5epO7tQzpXrTZam3N5aw9yrm8S7L05EEUYN6JjooEIIYdVl2P9uNTp0gNvDFF49ZL7beCMNw0cN23QDTbZ8v6owjJsac5SwqvMER6JNxdnYZP1x+9Rj3ygxsnYjtsc64WjXQ2CvBQFuvHahxn6sPyu7922+iB2LkMsY0er6e5hxqQ70clpKgnkhPdMdvJzbph/oYpUN1n4MHbtYJdX8dcNgvTZrWKAFmiiDjCvhq8wLtdjpZ4YxQNA1FBMvIDLDYNhFn5d03MYcNovD1dzyUiu52VdVyNUa7NZmXiKdKejVrKU5LVo9dSvirNaONVg1bQw9tWve2dXVFU9uHvH45hFJKvfaWHK2JjI60mqhlQXVyjBaz8qU4npvwg70E/DyEavhsLocdW7FVjoOFqKcz2feeuttIy55E+AhRsbjkXg/ryFCB1TFG+Dqus5ewhd2a+B7SVP28SNjGCz+8+5LnkuupbEsm8zbxFbpp1oZVRmytSJTTJyDGC2lpEaaSR0wihHEhD7FGWUSTBtQ+gINCUT9FDMiUz+xI5tXobhn4G4hvQeW6to4Zi8hB37y7hZASLIu+P5YwwuEruQDcaNy4yFIH87IjCJoTI6a1y2USdEVrA27UK2EjOED2TI3Ect4FMdg0jDY+4pQg1PMo5GxxA0DzWX3fRpmf6xlYPNrV11noYcSnQlY3VCYS78xT2vrz8PvnRknuTAK1nrQ9bZMTbkfFrJlarRkr7Y0rzNFuTCaXaMixsh8f0cUl4ATYZmzU9xNJFabt1le6kqv1uBVnCi1FpZluQSUZUfdDmHTaVALOcFxKKBLCX7UkP64HUD9Wcan6Xb9U8B/C/w6bAX/rKr+1yLyJ4H/EHjPH/rHVfWv+3P+GPAHMBnb/1hV/9fPNKvvOinWk7YbxZwzIlcGwkWh9364rEJsq3jGOBrtdckTY0yO5Ku7k3W9oMWBxmHwfHx3GkSso9CY1lOPTpXFlJx0ZwyELqLSabnucrRLi197F26xM7W5dxjYkbroKddXb7iBkq4lKdtCCkR6xytpijbL6DRPe1mBkVApJImMGleFohit+WrJhh+MeSSIbdSaC4fxan2PnkI85dlPuLBWooqEtclMlzBrgIS2GoSqal5CaUw5czdNnOfFQMelMs2Zeaksc0HFhF7n0shNUQKN6BerLxK/Xi7v17MUrUCIQgqR4+HAmBJSG7e3L5hP9wiNvJygTgQKBCtiOo4Djx7d8OTRNb/07rcZYuLx48d2IJVGroaXaDYCVmtQ1PQ352Xh6vqaNA6kceB8fyIMybyfVsmu/n1/PjPnYuXzDaosxGhM0xYag3Mz9ofIeq/9X90bjJc8iU8zPo3HUID/VFX/nog8Bv6uiPwN/9t/par/5f7BIvJbgN8H/GvATwD/u4j8q/oD7Hj9UZ+xW9m0IrKWjrTHb6y3Hh60VhxviJTBwCRz8TaAsguQGoiHg1q2yCyeA5W9GMt6DWxBfszN2G/ozmbrGgt9jqq68eB3G7y7rv1xLxNb2BkZ2Iq0FOtd2UHRzqrrI4SuLt0p5HHdvCJKIJBij0XshK0tI0fWtnituLHQhi7BoZROW8Zl78zTqC5qY16SrN5KE8tm5FapzejNuSqlKkWhVBNmaZhCtEownR0xwRJxoLjzT9brsztMIkYUamq6DF17spSF22fPmacT14cjx3GAVilqwB5uWA9DXHGC9eCRbZ0191qailHCd+riXRmrr9GeBUK9tUFfr85r6JkjI2TtCvz6gbMLXaGHuBuH43sdn6bb9a8Bv+bf34rILwK//hOe8jPAX1bVGfgXIvJLwO8A/p/veZYfMfYXJASYlzOlXCMijIOtgnE0FR5bIKC1UCtMLlQad4UsIsIwTTu6qj1nr6/QBT7sRgfTHCwu0x2wsMGgUJ9jXFNniJI02IJBif664vn6inYhKf9MFh7sqa69D2P/+WXA0QL1zWhUd5mbx7yBDW/pGg79FVprhEGI3qw2hECVilY8LrfuSakmaI0xJWJ8hGAYQymFEgqpGSchjQdPqxmXQZu/V6sEIIeMerl4ry0hCDVXF0312gf3QPY8FEsJJ1v81bIOrnqGEtdN1WCV8Ftp7LplnYJYaHl1dcXjx4/RWnjx4pkpbWFFTdPp3hWgxTeyZ2XOZ9vgASRCKZmm1Sold2tzb5y64Y8hIZjhHFNaQ7x9LYeJt0Ry7obdqd278AA2/KnzLFZjICYtoLBK4X2W8ZkwBhH5DcBvA/4W8DuBPywi/z7wdzCv4ilmNP7m7mnf5JMNyfc09tawNbi/v+fJoysYEkLxDTwQd+3lau9P0PJqMLYOxgFRdf2+a9Pvq6by3Ps/hgAxhdWYtNZo58IwNMuDHyIawkVnqzUGlEjFWJNDi2Q8bgVa8U3eBPWeAbaNWUFC3X3mlw3CBmR2XMJqBzq2AI5ReE2WAikmDzsCUC10idtr9sVnBnTkEBIxBMBaxQ1OxKEpOhzoIiUdKa9qWE1r1qLNypWNNBSqcjrfeelzYZ4nK5EuoNpdaGHKhWnJnKfMOTdyFRqRKkrW6uneiNDDHpPO79dqv0b693avDYcahsiTR4/4+le+wvF45HT7ghgCYwzEAM+ePWOe7nh0PJBiIJfM8XhNKYX333+fw+GwyQWqpVtDSqhAKZ03EplytmY4quSmnOZp9SL2G7sbkRSsmCuXyCjVDpiUqBJpIawpSpFKr40JwTuc9VoZYa0AHWKyXpmfYXxqwyAij4C/AvwRVX0hIn8O+FPYOvtTwJ8B/gM2XGk/XvFpROQPAn/wM832YthC6GPfIbiUhV5Q1D0D2E4KYO3WXIpxD0II3o3ZTvp9+GEbpXI4DAw60A7d5TfGn93gYQPuYrRio2b9K3vKsgNK1j/SMyFhA0e7G9jfk5d48heYwcXztgzHthkuF1x/nnkJncHX8/zOdOzGZGcUxE/VKIHYgjVh7SSmYDoW/fp16TkQAonYDESMapJsJTtIHJSxjmsoVEo2l1nwYqFK1d4vwvQNczGdhaq26UrzDYNQ1MMVLLST3eewi1CtdRkmBqtqvS+MvWhrY1kmcs5ePg2iJo2fc6akyJgOazZhZR+2hkpybESMnxLEPSU15mYMlHNx2jOveA/9nnSwtd/bPWgono2ysDOuIGavsrXX2cJKsKwU673/IVGiRWTAjMJfUtW/6gvu3d3f/zzwv/iP3wR+avf0nwS+9fJrqurPAj/rz/+egiHbcPZ9NwopxHWxWmuxQGvxwkCIRGLyWC5nqlqa69wMta65UQ4HhoM1fTHLHzZJr3PfNEY5Fu0utz128FNEayOG3u4MNIrz39uKxkuMxOSZC9nhBWJNQmLYTpaYNsBxDzit15RNM0J3BqOj75ZmcCyK6hiJFYqJdJCw58UTIdjyiGGwbEKKBAYTOoleb5LEiTWe0dBGdWMoAiH6Ik/++JZNQDUcSYfBNh6K5oVKQQd7/tIac1WWClUjWQtFI6flxFIyrQlExWIx+1C1KSG5KjNbfULEMi5WOzK6rJ/w6NEj3vrSl1hq4fbulrsXt7QKxVkVx5QQuWKeJ2iVL3/5ywYO3k3ubdohdHCNhKwwFcs2qLrEfjCKdckNiZGbmxvHMwp5mlf8YJ4m5iU7XyV5qtMrNr1HaxUljpvxD850tUNnV9UJBrC2HXW//YANg9g7/QXgF1X1z+5+/w3HHwB+L/Dz/v1fA/57EfmzGPj4m4G//Zlm9SnH3lVcN23EFs2qdLNvCW9fSXTXHHQ7WUspROkZDrfkKaPRZMLNm9hvTKXVbC3ROnmpNnDCElqRaIBeDWpMSrFMQM/jV1VC9ySC8xNsQqvFX3Ug3JPpn2vvXewfJyLrOthOHtv0FmfbwgcrySYGJIgLknbv4mV5OqErVIi4vxasl4VRwQXVhR7Zdhk6xFvRt0IvZxcxJl6QRiQwHEaqQGqBcLb0Xc6m7ZhbtdQexuuorrJtmR4uPr+Ie3s7A7v/e0/9xRA4jIYtrJvUC/HyPDN6HYRtumANkVuX3dtaDUaJlolS80B7erW2DrR2YRbBOAxbeXZPX/bXXf9XRZpzIMKwEpn2X33swer+/d5r2CosfzgNZ34n8O8B/1BEfs5/98eBf1dEfivmj/4y8B/5JH9BRP5H4B9hGY0/9IPMSHzcaHWH0jdFVFys4tWa9HBxsTcUX2vzNnHz+tgktnGGElfDcJHl8Bva6+tDTFtIoLsbsgsL9nGlCY70uTsguZ70XDxnQ/HbxaK3WgijcK8kKy6rCdccb39fbWjQlRvRrwvuOYh0HgCeau0xqhuKMICn42QnIiPrxzX3utePqMrqSquoxcktkOJIHCoJIVXLMtRmgrB5sbRlqb0CMW1AJGItB8MnF7OZaI95ZurgZQiBm5sbU0xKQl2yden2jT1IQIOFhuxc/lKKrREULRUZBsY0WH9MLT5XO6nX6kmCp5xfNd79Xuw3fS0FxELcGitDHFd18+afRcEzOXuxYP2In7fvexPlTzs+TVbi/+ajcYO//gnP+dPAn/5MM/lMI3j6yN8PyLWhzQRZmy40GoOrOdmDGq2YJ5BRhjQ6p72n77YKzFIKrUyUVrldjH0Wh0Ser4jDwDxNRBfnOIxdtEOJoYEaECkyIDRCHBwKCbRmEbT9vBOqrRaVW4djk3RTLTTwcm07LcO6gOKmXASmWhUCRPeARIhGELg4TTvaTgBRS3uKw+qmylRp4lWHKRldWCyNGRGX5TfAsW92pHntZ7U7IVYpqLWX/uIU8EBwwRxtBW0BwmDEsvGaKoWQA8idxe1NWAq0FqhVKBlymZ1BmGi1oq0YwxIPETWaMnhhDe26Z6EY8JhSYkiR6+ujZRSasmTrCN6WmavDwJgiQQyIHqJydThSlollmsjHo4Gsh4FhPJhHVCzzknMlt4YQiWGkSjLx1pBIg6fRmzeO0YCkYVUMGw4jTSNzMfXRKIklW6Yn+FoV7fcyUcBK3D0dHaJ1Hu8Og+q2uT9aSfSTx48M87FYWZ4JWZTg8XPYGkYr6MWJWTe9f9kUdTp118alVV7iQnDlo8FFV6Neew2DkpLl/PexXmwOkgaI0qjOWgrekBW62y4OAvZaiN6QRlyByYq51tNmpzNpTXyN1OWKD6+kNQOesPD363hGz3qA6Uf0J77skTgWvmI6njOxTeI8hT7W566v0bGd/Zz23tElENdfQ8T0MDple1l6r8btcZYR6OFJWr2qlU8AF252rzBNYQMpc8lrB6rR621qLbRSSM52FHd6cy4eDqSVe9LfM3tZe285YK9j6tOdD6OlUnyNUJtlGfwax9izKYab1FqhVgi9n4SFBzHJluxaAUo7nPZwXU9fBl9fn2W8mYZBnDDDtgGMxSzedt1GQC6vh2zu5tpzAV0FPnr81w2D6j62hLJkJAbTPXTvYvDFRtzqC3LcXMbqHa9swfRSWN/gLlsvoR+tXCx8W3yXGYX96BTdjgcU3RibffS5d1hx9R66QQiXNRm6m8f+yznVl7fBcQukrdiEmYy2Mjb73FlnYYZiX1zW43BVjLgENAkQTJkpVyUX00ZUVQjROzPpSlSw6bnsWTM1L/u99zVFiASSQNo17lGt5GVhXs60UmAcHG9qtFIowQhIh/EKCV3WPVwYpqL2+bsXV5vRojuwWGsl7npHxBBf4WWoOpel4fU+tmDNgCgaXxacudTx2DCWsH72/nvtGpGfYbyZhsHH+lnF1sfZ3X7EXKwmrCmmi/guGg6hzaTZxHn0qmk9CUXEXE1/g9YaeVkIMTLoYKKjskAnoNjbQjVx131qtMebOWfTXwjC8ergGgCDl04rROMIiAhjtPoBA+7cCynuhciWSuzAUudEsEt5ApY2BZqIF1b1mHsX12on3oTdBt+rD3kq1a9Nq5VQ3QAFwJWWtVZkdWV1i4V7X9HONpK2ehGtdQHXusq9m9CucRKmpXA6T8y5MOVibrp7UTQXnrWPbcLx2lmCzQwvSi3ZtDNiJA1WGxOTMASh5IUP33+PaT4xSuQ4BGoutJpdd8JSm4+vb6xt3jLR2+GVqiy58uz2zio/l0Jtzimo6hwNawyssHbfUjcwJuhrLe/V6ZuKeQtxSF4/EimtWhWqhpVCH1bDtt/xwXdFQLVg/BS30C+lvr/beKMNwzrUiDedk9CLpKxoxt3U1f10Uo4Dg11azYquihFkdFugca2D8IyDeJdlr7nY8wnyvLhL2Eu6BdWRlLB2mB7tGUJuZ6viNGtH3A0sNZ2I3hnJUpmbTqVaHbml4nbI9KvY21bghTdgNTf7kkq9elW6VRzyUly69yRe/n33RPTi74K6JkJQk6VD7f6oC850fGXv9l+ECK4AtfZ30IAGu2bml2zp1f6czlD8qLnL7hquNO4OmspmzGteaLUy9GxGT4UnU5A2PYzAlE0Ve1mKS9kZMQtAQqDkav1F6WpSfT52fSWakvYeSFw3cr+mDhS/fGv7miie+lG1UHBfrNfcYRa9vE6fZvxoGAbsWhbvO/jorSe8uDUQaNV5VN1a1KspBrXmact+4ZpSmglwNBFKCBzHI7Ej8oNpOtZaqR734t4B2AIcp2kt1Q7OYOtiocPoaj7JCpqqn6bRKYmldHUmR7fZcITeUq0vloDxD3rTVhGcjyDr9RARWum9G3cpMQcD7XGCRKv1N8Nki0xEXClTCM7qo5kRCAgSjYIbdKNVG1238zAs/Og4jgRFmqyudfC/tbJtfNsgsOTKeVq4vT9zd5qYlsxSrLVgEBPblSAGxnk9iTrn0ZrIWECixVXCPbUcgyI0alkoeabkSHKylgGTPTRT6mJt7IZh8IPHiGnjeIQYISbm+5OFmypez2HFXKHB1RFyNYOxxyKKNsSxiG6Iirfkyx38bgYMh3EkNK/TYeuKTVPLKIXg1aLmWQYFDVsFbye82cG1YWWfZrz5hmHN12Pa/iFwPByYp9HdVHabqVvjXf38R8Tte0rzHrjqYYm9nz0o57zGnfT3CcEawcRt89nJPKzvmVJZXcHDYO3hJZmqT9+cdoJ34solDvBqau6jkef1cbKFDrD157SfO94SLt6jg7UmflLdgPhp23ETtWzHPidvhsHmtPck9if5/ufVe/GNYY1rzQ2f50yu5uHtD70O9KlAiFaz2XFiwy+M6YhADEIK4lFPo7cV7GIuPtNXcJzu3huPvGttBA+P1De0tSrsojTaZMWg+jrroGf3Pjoo2QvZ1HEK05lwvCy5ZxHES2C2Opl+0O0viB14l57Sdkj8kJiPX7jxEvDYh9W2V47Ha85nK6uOgXWRm6KRnXBtl9N2CRFzNXcLUABTDDY3fIijhRQY0FVjtB6Lzfso5gVtlTREQgtoSqQo1CgEUfKsaLVMyRAT4irORXrlXt0Aye5G9gxHCO4mmrwaYY1P7DqovrwufOP1hjfy0t+6Z+DXUwz06nhCEmsu018niHlcIQQv2/brp1hnpj1Q6a/vGniOT6pJkbVGUEstW78FXdOK/eTssfmylLV9m2VtNr5/l0nb2KwdfLPHdnKPIJ6F2MXkfilaK9SdQd3zCcwQbNiUbUYD9rQ1tMC0ZGqx615L86ys41GtEl2mPqVEGBKSbK7d+KVkgivNjf7GVORik4cQyFxm1babx8X8e4jWf/5ex5tpGHwIoGqkHJHG+Wxu6VfeeZu2TJyDVQT2xZZd+lupaOvy8cmMARaLtR4Hq5FCOhjYcYSkiTEa6amJtWkrLjeuapz9uxfP1+fk62uWw4FhjBwP1iw1j4Xm4i8xDOS5rOW4IZr+QXJZ+zX2DJug6Tgmkqsvr205VSllEzvdCpq8/Hi3wPvv7fW2egfAGqigLLsSYNw4tdjd17bK0w3RCrb2owOPfXF3oRXTn7S6hVosXae5Mp9mlrIwz4Vpmrz9vIF2pXRNywQeU9em1KIEn4+23srVDDCCxfbaEBUOw+BNYqzQaEyJMVnHsGWZqcVCv7XEHttU4zgwDCMxJsRTyVWtWU+bG+fTbOKzQZib9RcZj1erx5RrIbdCitb01rQ+CtNyppSydhk3b8tTmJ52tmyCrJ6cMWODk7WreRXYNXFGuDUJ3mEMF4bhB01weiOGx2CtmYv55MkT7m6fgTTaaQPaSsvrU7aCn8uxT9ldvIWfaD3PvD9delsyMHd46dqHYqq+BiAlTJXYLnkazGAFaeuC3BR7ovef7CgzoBtGUKustO140dV4f+r1heCn+EshiOwIHm13ynR84eKa6PY6HQyjbQU6L6c4V24BW7mzAYO7FN5S/JpWM8ZNwYHGTlFeeQHB8/A7d9l+Z/qTXTK+y8RvwyhihpcIokrayfu1Tj1ujcPh4L02tjCx3xfxmoU1Y+KfQYMBrIRNCXqfBevNZfp8DU/YrtF6mFQrLy8V28Bhuwe9v8kelOxzXMHFXciw5tHksxmCl8ePhmHw0RTyMvH45hGPr2/WWK4UT2Z5BWZVjOPvocM+dhORtY79ZVdtMw47lzNi9RD+2BQCC6w3f17OJn9WDcm+bMUeSakRQqK5hByt9y50EY+4lWR3rn8ujRDMMKiTdcDSidVpU13qvhuWqroWWAEraGUgoce6ssnSu5LDuiD7QrOYmFVDodC8xsM23h7g7BmC1jc/XVfBtAu6N6J1Y5yWuZBnCyWKayCyf28PK2KMLoSzd69fJTTt4+uO/+yrJDvW0iXbijcFpjViHLa+H7qlcrVZ6LAfnU7eQUFtbTVstjatDqJLxPf5VG1rebrqtrEvMik9CyWyux9bpglfz/3x+8/7UYfcpxlvpGFYUfD+g1oasAHPbs+89fY1eXqLw10kaOM0WzWcNrPMUlz/T7zT9Y7QZPF0srJVWJ1soRK8R0GtO8NQIQTLhlhzkMjN1cFiUTVBFGqhNuVUX6wGYb6yrsqPHz+2VCSNmiO1dhT7inFMxGR1ENbn0E60onld0McDkCw336R3127rHMMOaC0dMwCGYNTcRqXWbN7MOJgKkohzIqxSVVCEQk1tVUemWchVxJiPXZU6SCINAdHMnE2IZRiPiEaWeSHnGa3WNs+uWWJeTuRSuDstvP/sltvzZD0kcgGJxmoVICaQQBAlhgQkP3Gzxd/BjGf11GCMAyl2BrrxVoYxcTgcUC2UZbZGtd7nYThc8fSDD6jZ+DBGFzeOSqYRWmHJlZwr53khFwMep9OJkCIE5YCFYk2V+3JGmnIT2sqn2Buims1rahgTVkTQYiFQ0UrUaqIuwcKKEAItYhwHBEpDKYhaB3I8Vb4Zmc1wwqUh+27jjTQM61gPwO1DXOBcZgAAGDJJREFUz3kx6a2rkVKuuBtOjKWQU13TfbXmi9MHunXdiDevjOAZg2CFQWag1U7WCxevtzvvi9YrIhvk3FV/B1JY0NqY04Qo3nE5rc8Pg5m6pHF1eyX2cMPALRFhiCMF92KirDTr4H049y4rnrJSoKnJwzesAA0qUtMukxLpmhedE9LKdtJ1unNrjRR6nUkjhAKkVYS2F7ehyjQtlJKhbsi8eUqGyLdmsvG39yfrSemjlEKIIzGJCY40p7Nj4Gd/pHkXl0h8kO3+GB4a1vnYdanEeFhDSMuIZEJIzli0DFNrrCFOKY28VOY5Q5J17il4JkM6SCneF9VYmh2LWrUs3AOVmAyAFKM+vxwSSQ8txKqHRQxKDhG0dZDUjFFnU+49hY8Ljz9pvNmG4SPG+TwzjtaLsFVhGF7sUmBmGMJsp92uNGAdn4Tkru5dDKz9JwWammRcxPL1cRfzJwx/aFguyoC5RssLpRYmrLovDIlxtPmllDYB1uJaEkM0PYQeW+/SXtYty8nI6wdKJK1r81z8RO2fIYYtTFgXTbNARERoUrZKSVynorMd6ekyJwiFRGtK9bTtigtocMn9wFIWzuezXZemSIqUnFnmwpQX00dsjdNp4vmzFxv/BA+xxERQJZg4S61+D1fjpXh6Y+U1ROkG/PLetmYFdVaqL7sDozoIaFW1rYJGC+NCjGh1kRhnQ1qaeiA3JVYlDabSJWIl9A0I6tRuheZ4RgqBGOKK11i1LB4aeEm8BjTsPFNXl+4GxRIXq8yugZHuMe0/74YkfbbxI2MYPKLl2fMXhDTy5MkTclEePXq0SbdJ9MIUK+vtueZVUbriSLBtpDWM8AvcNf3FuwABa0yOWJiiRe1U9OcNcfDwQUgyriSrHtbM07Qag/FwADG3vNS3uD9FoguHxiFy5ZqUcbDeBiLCxJnZF/whxZXklFImSdhOGBHLAvTN1lWkg1Bb3p2i85pR6R21RJRlnz5TXZ+jahTv/hl6MdKyFIbxyDiO3N7fsZwnlsV7PkqkFeXufuZ0OpFJEBLnKfMr3/wW33r3PZ7fzabGFK0ict9JqZ+6qkqp+8yNhVEhCFEGJHR+hbi+goG6swIle7hhzXaDmnZlx38O1wcDF4GYEgTra/Hs7pZlWTjPE1WFwzBS5wVrXhCNzFABArkqQ4gmR1cNZGytUGNkjCYDqCpkxx6qwqyVKkJMllGT2LUrLR1qpeMWwpRqNRMhWK8PrRfa0BswKZvu5Kcdb6xheNkCdjrOPFfrQJwOxBgYx3FDyp2/PgxWa1/oKHznnDdHki/DidVTYAMVwy4lFJPXPJS85uLBgSO2Bi5h1ecLqzGCnVRYrVQ1VH64HxjqwKhKjZGkGzKeWmNMZnC6dmVrDWkRTVuHreYkI7yUen/lqjd1ZVcoVvfFN02pK5DVVtcb1Nu5b8BalR1Jyd3Z1tqaepxLsRqSGFHF+lw2BQkM44HaIvOSuT9N3N7eGbEpV0IKRM/aqMubtdqVojZwTZsVolkjXzwN7E5NLUZ8il4hqibcKrUSwgba7VsG9GK6fq+bGKjc+RXd+JEGVO0wCSJW81C31LWqk59ecuP7dTdvbaO068qw7CI30ajkOzAR7ZycDZyMMRLEZejpgkLRDbtpn37W8cYaBmC1DgIg5kadF1iWyltvX3M4HHjr7cfkfOTmfM1hMGtfFjvRk6s8gy2MBU/NSdc6uCS/bAYmr5s9SqOqN05tXbKto8mdT2BZANPl6x5JI8ZA2jWiRRSqUmrhxbOnxCFxvLn2EEKYrqdVU0CdUns42GnXWqOlRImGLcQk68Lo8xGndEYJa9kxbIYvxrj2fWi7fD7o+h5Khaar1DlYizoR4Xy68+uSkDByPp+4u7sjDUYLb1Wdm1BQIhIHQhi5P535lW9+i3/2z3+F9z54zlKV8XiwU1Yb43gNBOaSWXImxGEVq1k1CjA9Suu1UIlBGGMkDiOUxTb31YGb6yvTVsiF8XDg5njF8XDgfD4zTRN1qcZ50MRxuCIEKNlUlaYpc/vihIorNjdrTzd478+9GtO+9YCqklumtkrCKzELFPc6WzCp+aoVmukqiPffDAgxDKThysrKxxEI1NZ7pHhhW8mUaeLu7o7aCiVXbl+8MPXqptzd3X2mrfVmG4bdUFVj4FVlnmfS+JZXs3mPiBDXhqspBY7jwLK4apM2mpqLJkHcGptV3lwwXeP3EMOaitNgKT5pgkTDGfY1Cz2RKB4XNrX6+BAtzdSLtEIITgSqWGoVJAnLMoPRIsg5r520glqPgr3IjFZF01aMEyKMcZPriBJcgryhHWOAtaCIVOniLq2y+wweSnkM32smejflypb6iwgaIkNqK9diHC3sOZ8ncjYALw7O8w+R9z98xq98612+8+GHzKVSgOPhCIt1ntq4DJtxWuNnsfOhtkprlfFgWYGcM2kMjOOBpRjQO4Ro8nXufktzmbcUKUE4F2MyHq5H61atIMWEd865cD8vLE0JybtZUyBXxmvDh3KuK3eh31O78k5Ict1JmliJvNjJ3lOSgxdWIcFOeW90W2tFQqXmyv2zF5RWmfLCi9v79bqfzzPTyYzbkieWudCmGaifmdwEP0KGAawZSQTmbAs2xsg4msvdgjUJaa1xdXVFt7TV5Yl7pWJ3n3smwTbERg6yG85Os6Gt2RE7uYS0o+mudRcOam2vYRswuojGnizVvQdx17SunkplScsaCo3jeLFpaqoMQ9reI2Kl3B03cbfZgMGdJJqTlRTbNJeEmY7ftPU6qOsd9Od3oNCwExMmzaE6XySsj8k5U7QR0sjh6prSYMmF95/d8sGHT/nw2XOyKjGN1gshRaKKuci10FSJQ7owWmagtutvHBD7i7YCLREDJAGwUuwhBWRIzja1k74TqiRF0mFctSANzzCg8X5eyE0Z1HQ2WhOWZWK4OlrjG22W4QlmWGvzz+8CMkjnvUQ7EGKiqVCaEdlaE+bcWMpMKWeK3pLVvNnz3MilcJ4XTtNEroXzeV7L3XG8DA+Jt9qZ9tmRR95Qw7CDwdbv1s0c4MOnz+E3/SRxHBi6IMuQeKLK4WiFTFdXE6fTCYDFKxBbW0yZ2ZWNq5cNqwsd9MXY5dZtwyU6fB96pydPL5kcWm9+Cpo2BtxeQWiTtw/0/psmNuIdiZqx3EpZqFmpc+J0d08IgbubR6sxOR6PHA4Hj5HNO7g+jhuYKJs2BB1PaLp2A++4xcupLnCvoZl+8iqZJgpY7YcKlilonRo+299CYGldyAQkHhiOB05V+M57H/Dt77zP3/y7f5+nz16YLNp4RVbv0CyCpAGqlS9bD4kA5FUlqanNqXkBTU85hxAxmfjM9fHI6EzXZVk4DCOPHx+oNTMv1nrvfi4sBdIgHEfjYpzv7x3/KUyTZVVaM+n2OCRKhSCJuSWCjsTjkZYt3bnkxjSbIniRhZqLSQXez2speV6Mpm+FYpWcTVdkA719vV8git2jvRwSwqppaWNL4XcZxM9iH95Iw/BRY0/pvb8/rwy3MiRiMER+OIw0zDjUWq1hyHiyHHMRJAmxmrpRa1Y41Hu4bBQqc6E7E3AF3UypD6GtTVtD9wg6VTnsmoqs8f1alwU7pt7iqsMpgMYIRFJNq6hKKZY8z9NMDbuqx9q2jt5RaJ5CjILXC3imonURD6s6jTEih8trCb1a1Fdobd5c1//qylPRqdy1broBpVjaTRJItrRgwUqfa65854NbvvXt9/jmr36L95895zzNpHHgeH3NUhrn2dLO0k9a0yhZQb2seQMHPbZHlCHtvDW/RyklxsGuUa2VFhstJqtkLJVAXcu6BxmIkoiSSGGgaqVmM2wxDFhfB+N+tBpZWuPudubuXCEIZ+9FsSwL8zyvWY6yZBcT8upJtq17uWG7OlAXW3npb2rPeNmA9z6j/bN/1N74LONHwjAEPEPkTL1pmgDLSHTxFpFgRJparcvPUtfvVQ3dTz2HvMaH6orJ4tWJH32a2glsXkS4EGDdvvqGDLp5DYDH6z1XbQoI6ii4eoeoXtJtfWx6yrGuG6OnTKdpWqv5LJQQJ+tYd6MhpnUesaPagRV76GMNC3RLDQK0Vi8+s4hJ8ZdSNyXkZpiL4q3qixCSe9HDSEOYp4Vvv/c+v/bee3z7/Q94cXtn8fY4MqaRKAWd51VKvTUoq7iLS7rteybAmpa1z2Epy4CuIVvwjt1WBNWI0ViaIeFt5QIhjaTjDZoOFElkiWRtzPezszjh2amg50K6y0ylMDkIqGpaHvNsBqC1l056zBBc/KqTE9d9HF+KjfZP2EK8fl/2a7Dft/3/3894Yw3DPvnW+i+koU15/uKe03nm0aMD0zS5JiMMzW7N1c21Ib3jQNXGlBfiGJH7M2U2pK9WpdG8Q5KYUlLwbkNAiP3k3zaU+CZKUdb6/uAsySTRe2r6Y3fpQxF21ZA+vDO2NYmtRLxyrlkcGxDrJK3O6xEDLHu8HGO0GopmFYVZhBlLrSZJpIQBrk2dUBU5ne7oTWZCiiv2EoaRQxqsn0LsugSGbSyYoSu5rKngYRgIFCMLGTKJNnjx/I6nt3d869vv8nP/6J9wd3/m6fM74jAS00hWyHd3hBgZr452Mquu7EGbmAG8GqyrN02Mih0CwxAJavoLqCH2EiPHmydru7aAcl4Wbs8nMyy18eLulmV2wVk+QKJhOPNpplbrgdBHE0AF5f5yT4MjMf366P4PBgB6c6J16OX/1j3DHm8CN7vn9oe9tOk/1gh8FE/vM9iLN9IwbIZ0B7KoC4YIfHB3R94x2oK39ZJoMuhpNAs/MDAuRrWlFeqSmarxEKJrDETUTpMolKZrI5IVLNxVsSUveEpBvCzZMgGenSbuVZN6/Bg7h6L3Htzoy9Gr91qrrpsYVlSlOC4irg0ZxMun1dzKptAi1IzVUHhoocV+NvCsUVuhC8KGEKjVNveciyHjEghiSlExWShWEROLr2qlzKpmMFOiioGT4vPVaGXX9+czv/zNX+W9p8947/0P+eDZU6ZcGK5GjtdvWQs6B3JLbd5RzJSatDUkOA269fRkXMOIIRqTMBJpzYRdaMqijWkq1PZ8K6DLvblM2QDdpa1VBR6ofezaU3fl15/3f+vZrI/bgCtT8eOH9olcvHh79c2+2/g+nYY30jC8Oiz+78Ds+x885/mLO77x1RuSBGrc0keduLKkRPQ88zzPSIwsThaapskLheLqVhOilceId1+KXZ9h5x0Eq8sMWDMXUUgp7EKHjjEI41riu1N2DoK2Xt/QqL1EuJnKb3VKtajjCaqUmlnaQlMlg+MbOzJUbyXnGg/d3T4cDv7+SnGJctMkOLAo1AKtZVQi4yG7sewBiGlRKFCd0GXXVtYCq7xUYwguM+998D7Pnr7gX/7qtzkti23cOHJ984Q4HGiSGIIQBboy99rlWdXEWX0Ta83W4MWZq4GdMW11rTPY74vw/rOP3azfv9P9KYbCZy1iet3jR8QwcOG+3d/fcz7PxJBMXbdLjPd4tJOTXJyjp/7GcYTKuuhEN6HQC9J9MBCoU05XdSRnpfXKTNkbDJGVs7D/3b5g5uXzZO+ZqJp72WXeOuCnpa61INbT0Z4bw0Dynpumd7jLlkRrr96zCl0+PqRojXiGhEhknqqJwYhYmNEbn3j35O7em3KWeTla2xrOmNjKiQ+fPufufKJpIMUjYQg0SVSF6TQxL3UVqlmq95GouxLuUnffZ7a03FZAZdd/vyB2v/6I3b/es/XWfS4m4o0ZPwKGYVdEA6Bwf3fi9v6eteuwM1DVTznxVF5nqHUQ8ng8EnRTfAoU13KwF+49EbdF5yDYbkWulGds8w5h19Bmp6pkgOFWi6AdaMMzHKE3dHcyFdprIXcovGcIvDFJXabVMGjIIIEqlj0wY7jNrwzW2buquES9hVrHwxVhSExz5u5uYs6ZkAZOp5MpWwcv7ulVpWHXe0M3cDIv1VN891aiXCtVA1WVWiGXQlUl18o0zS6gOxh416sku9x8P21FVlT+YnSsbh/bv/SQNXTDwTs++nEPw8aPgGF4aQTh/Q+f8u1332fO6srHuz/vTmErUPHMQzQXPh/mtenofJ7WsKIXYKnqKvShqoS8BYUxGrMuSqdCK8Oq/COGAdAp2MYKtFLrnWHR7qlYKbWqVxk2xy2apRfNiNhm7FkD0xnw7kq5sNRCUMNdogOPhEAEpnzrrfQi+GcrZJqnUt/94EOePn/B/d2ZRmRaMnfecBZYuz8Zwco+QynL+jmyt7BvzTvQ261ZlZ0ql3uylgL0Zi54Tt5Tjz0b9F1O9Y+sSaCHGq/+/uOe9zDedMNwkc7ZRm/y0QuM1ofLhvxfpBE9rIhDWsMKEZNeX3saELYqvv4aiuf4dyGKGBjYsYR9Qc1ebWufyuxjX4hkv381PbrqNmI4wx6s7AnWytYjQbWt/S9D5zeESIoHLyJKhJjIraIVNBzRMDAVOC/K3bSwFGMovjj11K8T7Tru28qam++j/7lH1gG3a/5zf+ym++Bwcnd5dmm7lz2yfo2+2/io1PI+xfkwPn682Ybh5eGL6Xwu3N2dyGWLQLfNZoevBlkFXSVFRFy3v1QjOkkk1YHR2WQlZ7RGZ/513AF2bXM3YhOOOzTjRSgYi299ZEM69Vjrikmg6llKZwmqUFqvqe+vZMQrCwM8BMDUicQbk4RoGgAiVsNvby+EtW4isDSlZAUVlrqw5Mzz+xMhJJZcee/pU8MIlsyyVErz7bvbU+0T8LSO8L8UDLxix3tG5iNf4CMAu9UofszrbeOyPmCb94NR+DTjR8swYNTQpTa+88H7vHjxgsOhi3hsCyWyAZC98cdeh9Fq54070KXMYgjEsGv33qnCIa4gZO+xsE9hyi4jkgY7HTvO0OsZ9p7C+gXGvktOXdbg5CGlqHKeFlLO1HrPUqw2/+lUPHNRmObMXOz/0oyme5oKuRRKUc4Z72K0bb9uRs2QsebPkQh6AfO9dNH7E/cu0SWUerEdL3747Gj9p9vab1YW4Is25IvgVonIe8A98P7rnstufIWH+Xy38UWb08N8Pnn8K6r61U/zwC+EYQAQkb+jqv/6655HHw/z+e7jizanh/n84Mb3Jz7/MB7Gw/iRHA+G4WE8jIfxyvgiGYaffd0TeGk8zOe7jy/anB7m8wMaXxiM4WE8jIfxxRlfJI/hYTyMh/EFGQ+G4WE8jIfxynjthkFE/m0R+cci8ksi8kdf0xx+WUT+oYj8nIj8Hf/dOyLyN0Tkn/r/X/ohz+G/EZHviMjP7373sXMQkT/m1+wfi8i/9TnN50+KyK/6dfo5Efk9n+N8fkpE/k8R+UUR+QUR+U/896/zGn3cnF7bdfqBjQu23ef8hZEQ/xnwG4ER+PvAb3kN8/hl4Csv/e6/AP6of/9Hgf/8hzyH3wX8duDnv9scgN/i1+oA/LRfw/g5zOdPAv/ZRzz285jPN4Df7t8/Bv6Jv+/rvEYfN6fXdp1+UF+v22P4HcAvqeo/V9UF+MvAz7zmOfXxM8Bf9O//IvDv/DDfTFX/L+DDTzmHnwH+sqrOqvovgF/CruUPez4fNz6P+fyaqv49//4W+EXg1/N6r9HHzenjxg99Tj+o8boNw68H/r/dz9/kky/sD2so8L+JyN8VkT/ov/u6qv4a2AIAvvYa5vVxc3id1+0Pi8g/8FCju+2f63xE5DcAvw34W3xBrtFLc4IvwHX6fsbrNgzfp2TlD2z8TlX97cDvBv6QiPyu1zCHzzJe13X7c8BvAn4r8GvAn/m85yMij4C/AvwRVX3xSQ99jXN67dfp+x2v2zB8E/ip3c8/CXzr856Eqn7L//8O8D9h7t27IvINAP//O5/3vD5hDq/luqnqu6pa1Tqx/nk2N/hzmY+IDNgG/Euq+lf916/1Gn3UnF73dfpBjNdtGP5f4DeLyE+LyAj8PuCvfZ4TEJEbEXncvwf+TeDnfR6/3x/2+4H/+fOcl4+Pm8NfA36fiBxE5KeB3wz87R/2ZPoG9PF7sev0ucxHrFb9LwC/qKp/dven13aNPm5Or/M6/cDG60Y/gd+Dobn/DPgTr+H9fyOGFP994Bf6HIAvA/8H8E/9/3d+yPP4HzC3M2Mnyx/4pDkAf8Kv2T8GfvfnNJ//DviHwD/AFvk3Psf5/BuY2/0PgJ/zr9/zmq/Rx83ptV2nH9TXAyX6YTyMh/HKeN2hxMN4GA/jCzgeDMPDeBgP45XxYBgexsN4GK+MB8PwMB7Gw3hlPBiGh/EwHsYr48EwPIyH8TBeGQ+G4WE8jIfxyvj/AQtf0W10mvG0AAAAAElFTkSuQmCC
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