实验代码及分析报告.html

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<title>实验代码及分析报告</title>

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<style type="text/css">
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/*! 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 {
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}
code,
kbd,
pre,
samp {
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  font-size: 1em;
}
button,
input,
optgroup,
select,
textarea {
  color: inherit;
  font: inherit;
  margin: 0;
}
button {
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}
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 {
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}
fieldset {
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  padding: 0.35em 0.625em 0.75em;
}
legend {
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}
textarea {
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}
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;
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  a,
  a:visited {
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  a[href]:after {
    content: " (" attr(href) ")";
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  abbr[title]:after {
    content: " (" attr(title) ")";
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  a[href^="#"]:after,
  a[href^="javascript:"]:after {
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  pre,
  blockquote {
    border: 1px solid #999;
    page-break-inside: avoid;
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  thead {
    display: table-header-group;
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  tr,
  img {
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  img {
    max-width: 100% !important;
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  p,
  h2,
  h3 {
    orphans: 3;
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  h2,
  h3 {
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  .navbar {
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  .btn > .caret,
  .dropup > .btn > .caret {
    border-top-color: #000 !important;
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  .label {
    border: 1px solid #000;
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  .table {
    border-collapse: collapse !important;
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  .table td,
  .table th {
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  .table-bordered th,
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@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 {
  content: "\e035";
}
.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 {
  content: "\e041";
}
.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 {
  content: "\e167";
}
.glyphicon-saved:before {
  content: "\e168";
}
.glyphicon-import:before {
  content: "\e169";
}
.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 {
  content: "\e179";
}
.glyphicon-header:before {
  content: "\e180";
}
.glyphicon-compressed:before {
  content: "\e181";
}
.glyphicon-earphone:before {
  content: "\e182";
}
.glyphicon-phone-alt:before {
  content: "\e183";
}
.glyphicon-tower:before {
  content: "\e184";
}
.glyphicon-stats:before {
  content: "\e185";
}
.glyphicon-sd-video:before {
  content: "\e186";
}
.glyphicon-hd-video:before {
  content: "\e187";
}
.glyphicon-subtitles:before {
  content: "\e188";
}
.glyphicon-sound-stereo:before {
  content: "\e189";
}
.glyphicon-sound-dolby:before {
  content: "\e190";
}
.glyphicon-sound-5-1:before {
  content: "\e191";
}
.glyphicon-sound-6-1:before {
  content: "\e192";
}
.glyphicon-sound-7-1:before {
  content: "\e193";
}
.glyphicon-copyright-mark:before {
  content: "\e194";
}
.glyphicon-registration-mark:before {
  content: "\e195";
}
.glyphicon-cloud-download:before {
  content: "\e197";
}
.glyphicon-cloud-upload:before {
  content: "\e198";
}
.glyphicon-tree-conifer:before {
  content: "\e199";
}
.glyphicon-tree-deciduous:before {
  content: "\e200";
}
.glyphicon-cd:before {
  content: "\e201";
}
.glyphicon-save-file:before {
  content: "\e202";
}
.glyphicon-open-file:before {
  content: "\e203";
}
.glyphicon-level-up:before {
  content: "\e204";
}
.glyphicon-copy:before {
  content: "\e205";
}
.glyphicon-paste:before {
  content: "\e206";
}
.glyphicon-alert:before {
  content: "\e209";
}
.glyphicon-equalizer:before {
  content: "\e210";
}
.glyphicon-king:before {
  content: "\e211";
}
.glyphicon-queen:before {
  content: "\e212";
}
.glyphicon-pawn:before {
  content: "\e213";
}
.glyphicon-bishop:before {
  content: "\e214";
}
.glyphicon-knight:before {
  content: "\e215";
}
.glyphicon-baby-formula:before {
  content: "\e216";
}
.glyphicon-tent:before {
  content: "\26fa";
}
.glyphicon-blackboard:before {
  content: "\e218";
}
.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 {
  content: "\e234";
}
.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;
}
/*# sourceMappingURL=style.min.css.map */
    </style>
<style type="text/css">
    .highlight .hll { background-color: #ffffcc }
.highlight  { background: #f8f8f8; }
.highlight .c { color: #408080; font-style: italic } /* Comment */
.highlight .err { border: 1px solid #FF0000 } /* Error */
.highlight .k { color: #008000; font-weight: bold } /* Keyword */
.highlight .o { color: #666666 } /* Operator */
.highlight .ch { color: #408080; font-style: italic } /* Comment.Hashbang */
.highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */
.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 */
.highlight .ge { font-style: italic } /* Generic.Emph */
.highlight .gr { color: #FF0000 } /* Generic.Error */
.highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
.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 */
.highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
.highlight .gt { color: #0044DD } /* Generic.Traceback */
.highlight .kc { color: #008000; font-weight: bold } /* Keyword.Constant */
.highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */
.highlight .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */
.highlight .kp { color: #008000 } /* Keyword.Pseudo */
.highlight .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */
.highlight .kt { color: #B00040 } /* Keyword.Type */
.highlight .m { color: #666666 } /* Literal.Number */
.highlight .s { color: #BA2121 } /* Literal.String */
.highlight .na { color: #7D9029 } /* Name.Attribute */
.highlight .nb { color: #008000 } /* Name.Builtin */
.highlight .nc { color: #0000FF; font-weight: bold } /* Name.Class */
.highlight .no { color: #880000 } /* Name.Constant */
.highlight .nd { color: #AA22FF } /* Name.Decorator */
.highlight .ni { color: #999999; font-weight: bold } /* Name.Entity */
.highlight .ne { color: #D2413A; font-weight: bold } /* Name.Exception */
.highlight .nf { color: #0000FF } /* Name.Function */
.highlight .nl { color: #A0A000 } /* Name.Label */
.highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */
.highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */
.highlight .nv { color: #19177C } /* Name.Variable */
.highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */
.highlight .w { color: #bbbbbb } /* Text.Whitespace */
.highlight .mb { color: #666666 } /* Literal.Number.Bin */
.highlight .mf { color: #666666 } /* Literal.Number.Float */
.highlight .mh { color: #666666 } /* Literal.Number.Hex */
.highlight .mi { color: #666666 } /* Literal.Number.Integer */
.highlight .mo { color: #666666 } /* Literal.Number.Oct */
.highlight .sa { color: #BA2121 } /* Literal.String.Affix */
.highlight .sb { color: #BA2121 } /* Literal.String.Backtick */
.highlight .sc { color: #BA2121 } /* Literal.String.Char */
.highlight .dl { color: #BA2121 } /* Literal.String.Delimiter */
.highlight .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */
.highlight .s2 { color: #BA2121 } /* Literal.String.Double */
.highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */
.highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */
.highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */
.highlight .sx { color: #008000 } /* Literal.String.Other */
.highlight .sr { color: #BB6688 } /* Literal.String.Regex */
.highlight .s1 { color: #BA2121 } /* Literal.String.Single */
.highlight .ss { color: #19177C } /* Literal.String.Symbol */
.highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */
.highlight .fm { color: #0000FF } /* Name.Function.Magic */
.highlight .vc { color: #19177C } /* Name.Variable.Class */
.highlight .vg { color: #19177C } /* Name.Variable.Global */
.highlight .vi { color: #19177C } /* Name.Variable.Instance */
.highlight .vm { color: #19177C } /* Name.Variable.Magic */
.highlight .il { color: #666666 } /* Literal.Number.Integer.Long */
    </style>
<style type="text/css">
    
/* Temporary definitions which will become obsolete with Notebook release 5.0 */
.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; }

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<p><center><h2>车牌区域检测</h2></center>
何长鸿--2016141482154</p>

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<h3 id="&#29305;&#28857;&#65306;">&#29305;&#28857;&#65306;<a class="anchor-link" href="#&#29305;&#28857;&#65306;">&#182;</a></h3><ol>
<li>对于canon和iPhone等数据集有较好的检测效果，精度分别达到100%与95%</li>
<li>可以识别出一张图片中的多个车牌</li>
<li>使用旋转的粉色矩形框精确标记，方便截取出车牌区域做进一步空间变换</li>
<li>基于OpenCV-Python</li>
<li>综合使用颜色空间变换、滤波、形态学变换、模式识别等方法</li>
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<h3 id="&#38656;&#35201;&#25913;&#36827;:">&#38656;&#35201;&#25913;&#36827;:<a class="anchor-link" href="#&#38656;&#35201;&#25913;&#36827;:">&#182;</a></h3><ol>
<li>对夜间拍摄的低质量图像识别效果较差，需要进一步优化，在同样参数下hp数据集几乎无法识别</li>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">cv2</span><span class="o">,</span><span class="nn">json</span><span class="o">,</span><span class="nn">os</span>
<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</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">pylab</span>
<span class="n">pylab</span><span class="o">.</span><span class="n">rcParams</span><span class="p">[</span><span class="s1">&#39;figure.figsize&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span><span class="mf">10.0</span><span class="p">,</span> <span class="mf">10.0</span><span class="p">)</span>
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<h3 id="&#35835;&#21462;&#25968;&#25454;&#38598;&#25991;&#20214;&#21517;">&#35835;&#21462;&#25968;&#25454;&#38598;&#25991;&#20214;&#21517;<a class="anchor-link" href="#&#35835;&#21462;&#25968;&#25454;&#38598;&#25991;&#20214;&#21517;">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">iphone</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;./iPhone/&#39;</span><span class="o">+</span><span class="n">f</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="s1">&#39;./iPhone/&#39;</span><span class="p">)]</span>
<span class="n">canon</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;./canon/&#39;</span><span class="o">+</span><span class="n">f</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="s1">&#39;./canon/&#39;</span><span class="p">)]</span>
<span class="n">hp</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;./hp/&#39;</span><span class="o">+</span><span class="n">f</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="s1">&#39;./hp/&#39;</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">canon</span><span class="p">[</span><span class="mi">6</span><span class="p">])</span>

<span class="n">bgr</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">cvtColor</span><span class="p">(</span><span class="n">img</span><span class="p">,</span><span class="n">cv2</span><span class="o">.</span><span class="n">COLOR_RGB2BGR</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">bgr</span><span class="p">)</span>
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<pre>&lt;matplotlib.image.AxesImage at 0x21b800ab780&gt;</pre>
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<h3 id="&#23558;&#22270;&#20687;&#36716;&#20026;HLS&#39068;&#33394;&#31354;&#38388;">&#23558;&#22270;&#20687;&#36716;&#20026;HLS&#39068;&#33394;&#31354;&#38388;<a class="anchor-link" href="#&#23558;&#22270;&#20687;&#36716;&#20026;HLS&#39068;&#33394;&#31354;&#38388;">&#182;</a></h3>
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<div class="prompt input_prompt">In&nbsp;[38]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">tohls</span><span class="p">(</span><span class="n">img</span><span class="p">):</span>
    <span class="k">return</span> <span class="n">cv2</span><span class="o">.</span><span class="n">cvtColor</span><span class="p">(</span><span class="n">img</span><span class="p">,</span><span class="n">cv2</span><span class="o">.</span><span class="n">COLOR_RGB2HLS</span><span class="p">)</span>
<span class="n">hls</span> <span class="o">=</span> <span class="n">tohls</span><span class="p">(</span><span class="n">img</span><span class="p">)</span>
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<h3 id="&#21033;&#29992;HLS&#30340;&#20998;&#37327;&#29305;&#24449;&#65292;&#31579;&#36873;&#20986;&#34013;&#33394;&#21644;&#40644;&#33394;&#21306;&#22495;&#65292;&#20004;&#32773;&#36923;&#36753;&#25110;&#36816;&#31639;&#21518;&#20316;&#20026;&#36710;&#29260;&#22791;&#36873;&#21306;&#22495;&#65292;&#24182;&#26174;&#31034;&#31579;&#36873;&#20986;&#30340;&#20108;&#20540;&#22270;">&#21033;&#29992;HLS&#30340;&#20998;&#37327;&#29305;&#24449;&#65292;&#31579;&#36873;&#20986;&#34013;&#33394;&#21644;&#40644;&#33394;&#21306;&#22495;&#65292;&#20004;&#32773;&#36923;&#36753;&#25110;&#36816;&#31639;&#21518;&#20316;&#20026;&#36710;&#29260;&#22791;&#36873;&#21306;&#22495;&#65292;&#24182;&#26174;&#31034;&#31579;&#36873;&#20986;&#30340;&#20108;&#20540;&#22270;<a class="anchor-link" href="#&#21033;&#29992;HLS&#30340;&#20998;&#37327;&#29305;&#24449;&#65292;&#31579;&#36873;&#20986;&#34013;&#33394;&#21644;&#40644;&#33394;&#21306;&#22495;&#65292;&#20004;&#32773;&#36923;&#36753;&#25110;&#36816;&#31639;&#21518;&#20316;&#20026;&#36710;&#29260;&#22791;&#36873;&#21306;&#22495;&#65292;&#24182;&#26174;&#31034;&#31579;&#36873;&#20986;&#30340;&#20108;&#20540;&#22270;">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">color_select</span><span class="p">(</span><span class="n">hls</span><span class="p">):</span>
    <span class="n">mask1</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">inRange</span><span class="p">(</span><span class="n">hls</span><span class="p">,</span><span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([</span><span class="mi">5</span><span class="p">,</span><span class="mi">15</span><span class="p">,</span><span class="mi">100</span><span class="p">]),</span><span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([</span><span class="mi">14</span><span class="p">,</span><span class="mi">180</span><span class="p">,</span><span class="mi">255</span><span class="p">]))</span> <span class="c1"># 蓝色车牌</span>
    <span class="n">mask2</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">inRange</span><span class="p">(</span><span class="n">hls</span><span class="p">,</span><span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([</span><span class="mi">96</span><span class="p">,</span><span class="mi">80</span><span class="p">,</span><span class="mi">140</span><span class="p">]),</span><span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([</span><span class="mi">102</span><span class="p">,</span><span class="mi">180</span><span class="p">,</span><span class="mi">255</span><span class="p">]))</span> <span class="c1"># 黄色车牌</span>
    <span class="n">mask</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">bitwise_or</span><span class="p">(</span><span class="n">mask1</span><span class="p">,</span><span class="n">mask2</span><span class="p">)</span>
    <span class="k">return</span> <span class="n">mask</span>
<span class="n">mask</span> <span class="o">=</span> <span class="n">color_select</span><span class="p">(</span><span class="n">hls</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">mask</span><span class="p">,</span><span class="n">cmap</span><span class="o">=</span><span class="s1">&#39;gray&#39;</span><span class="p">)</span>
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<pre>&lt;matplotlib.image.AxesImage at 0x21b8010b5f8&gt;</pre>
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<h3 id="&#20013;&#20540;&#28388;&#27874;&#21435;&#25481;&#19968;&#20123;&#36739;&#23567;&#30340;8-&#36830;&#36890;&#22495;&#65288;&#22122;&#22768;&#65289;">&#20013;&#20540;&#28388;&#27874;&#21435;&#25481;&#19968;&#20123;&#36739;&#23567;&#30340;8-&#36830;&#36890;&#22495;&#65288;&#22122;&#22768;&#65289;<a class="anchor-link" href="#&#20013;&#20540;&#28388;&#27874;&#21435;&#25481;&#19968;&#20123;&#36739;&#23567;&#30340;8-&#36830;&#36890;&#22495;&#65288;&#22122;&#22768;&#65289;">&#182;</a></h3>
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<div class="prompt input_prompt">In&nbsp;[40]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">optimizer</span><span class="p">(</span><span class="n">mask</span><span class="p">):</span>
    <span class="n">pure</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">medianBlur</span><span class="p">(</span><span class="n">mask</span><span class="p">,</span><span class="mi">7</span><span class="p">)</span>
    <span class="k">return</span> <span class="n">pure</span>
<span class="n">pure</span> <span class="o">=</span> <span class="n">optimizer</span><span class="p">(</span><span class="n">mask</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">pure</span><span class="p">,</span><span class="n">cmap</span><span class="o">=</span><span class="s1">&#39;gray&#39;</span><span class="p">)</span>
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    <div class="prompt output_prompt">Out[40]:</div>


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<pre>&lt;matplotlib.image.AxesImage at 0x21b80165908&gt;</pre>
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<div class="prompt input_prompt">In&nbsp;[41]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">toErode</span><span class="p">(</span><span class="n">img</span><span class="p">):</span>
    <span class="n">erode</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">erode</span><span class="p">(</span><span class="n">img</span><span class="p">,</span><span class="n">np</span><span class="o">.</span><span class="n">ones</span><span class="p">((</span><span class="mi">5</span><span class="p">,</span><span class="mi">5</span><span class="p">)))</span>
    <span class="n">big</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">dilate</span><span class="p">(</span><span class="n">erode</span><span class="p">,</span><span class="n">np</span><span class="o">.</span><span class="n">ones</span><span class="p">((</span><span class="mi">11</span><span class="p">,</span><span class="mi">19</span><span class="p">)))</span>
    <span class="k">return</span> <span class="n">big</span>
<span class="n">erode</span> <span class="o">=</span> <span class="n">toErode</span><span class="p">(</span><span class="n">pure</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">erode</span><span class="p">,</span><span class="s1">&#39;gray&#39;</span><span class="p">)</span>
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    <div class="prompt output_prompt">Out[41]:</div>


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<pre>&lt;matplotlib.image.AxesImage at 0x21b801c5860&gt;</pre>
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<h3 id="&#25552;&#21462;&#36710;&#29260;&#30340;&#30697;&#24418;&#26694;&#65292;&#26681;&#25454;&#38271;&#23485;&#27604;&#38408;&#20540;&#31579;&#36873;&#20986;&#21487;&#33021;&#30340;&#21306;&#22495;&#65292;&#24182;&#22312;&#21407;&#22270;&#19978;&#32472;&#21046;&#20986;&#25152;&#26377;&#21487;&#33021;&#30340;&#30697;&#24418;&#21306;&#22495;">&#25552;&#21462;&#36710;&#29260;&#30340;&#30697;&#24418;&#26694;&#65292;&#26681;&#25454;&#38271;&#23485;&#27604;&#38408;&#20540;&#31579;&#36873;&#20986;&#21487;&#33021;&#30340;&#21306;&#22495;&#65292;&#24182;&#22312;&#21407;&#22270;&#19978;&#32472;&#21046;&#20986;&#25152;&#26377;&#21487;&#33021;&#30340;&#30697;&#24418;&#21306;&#22495;<a class="anchor-link" href="#&#25552;&#21462;&#36710;&#29260;&#30340;&#30697;&#24418;&#26694;&#65292;&#26681;&#25454;&#38271;&#23485;&#27604;&#38408;&#20540;&#31579;&#36873;&#20986;&#21487;&#33021;&#30340;&#21306;&#22495;&#65292;&#24182;&#22312;&#21407;&#22270;&#19978;&#32472;&#21046;&#20986;&#25152;&#26377;&#21487;&#33021;&#30340;&#30697;&#24418;&#21306;&#22495;">&#182;</a></h3>
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<div class="prompt input_prompt">In&nbsp;[42]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">isPlate</span><span class="p">(</span><span class="n">points</span><span class="p">):</span>
    <span class="c1">## 根据矩形坐标判断是否为车牌</span>
    <span class="n">x</span><span class="p">,</span><span class="n">y</span><span class="p">,</span><span class="n">z</span><span class="p">,</span><span class="n">w</span> <span class="o">=</span> <span class="n">points</span>
    <span class="n">a</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">sqrt</span><span class="p">(</span><span class="nb">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">x</span><span class="o">-</span><span class="n">y</span><span class="p">)))</span>
    <span class="n">b</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">sqrt</span><span class="p">(</span><span class="nb">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">x</span><span class="o">-</span><span class="n">z</span><span class="p">)))</span>
    <span class="n">c</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">sqrt</span><span class="p">(</span><span class="nb">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">x</span><span class="o">-</span><span class="n">w</span><span class="p">)))</span>
    <span class="n">lengths</span> <span class="o">=</span> <span class="p">[</span><span class="n">a</span><span class="p">,</span><span class="n">b</span><span class="p">,</span><span class="n">c</span><span class="p">]</span>
    <span class="n">lengths</span><span class="o">.</span><span class="n">sort</span><span class="p">()</span>
    <span class="n">rate</span> <span class="o">=</span> <span class="n">lengths</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">/</span><span class="n">lengths</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span>
    <span class="nb">print</span><span class="p">(</span><span class="n">lengths</span><span class="p">,</span><span class="n">rate</span><span class="p">)</span>
    <span class="k">if</span>  <span class="n">rate</span><span class="o">&lt;</span> <span class="mf">0.5</span> <span class="ow">and</span>  <span class="n">rate</span> <span class="o">&gt;</span> <span class="mf">0.20</span><span class="p">:</span>
        
        <span class="k">return</span> <span class="kc">True</span>
    <span class="k">return</span> <span class="kc">False</span>
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<h3 id="&#25552;&#21462;&#27599;&#20010;&#36830;&#36890;&#22495;&#30340;&#36793;&#30028;&#65292;&#24182;&#27714;&#20854;&#26368;&#23567;&#37051;&#25509;&#30697;&#24418;,&#21435;&#25481;&#36793;&#30028;&#28857;&#25968;&#23567;&#20110;&#38408;&#20540;&#30340;&#36793;&#30028;&#65288;&#22122;&#22768;&#24178;&#25200;&#65289;">&#25552;&#21462;&#27599;&#20010;&#36830;&#36890;&#22495;&#30340;&#36793;&#30028;&#65292;&#24182;&#27714;&#20854;&#26368;&#23567;&#37051;&#25509;&#30697;&#24418;,&#21435;&#25481;&#36793;&#30028;&#28857;&#25968;&#23567;&#20110;&#38408;&#20540;&#30340;&#36793;&#30028;&#65288;&#22122;&#22768;&#24178;&#25200;&#65289;<a class="anchor-link" href="#&#25552;&#21462;&#27599;&#20010;&#36830;&#36890;&#22495;&#30340;&#36793;&#30028;&#65292;&#24182;&#27714;&#20854;&#26368;&#23567;&#37051;&#25509;&#30697;&#24418;,&#21435;&#25481;&#36793;&#30028;&#28857;&#25968;&#23567;&#20110;&#38408;&#20540;&#30340;&#36793;&#30028;&#65288;&#22122;&#22768;&#24178;&#25200;&#65289;">&#182;</a></h3>
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<div class="prompt input_prompt">In&nbsp;[43]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">getRegion</span><span class="p">(</span><span class="n">img</span><span class="p">):</span>
    <span class="n">pure</span><span class="p">,</span> <span class="n">outer</span> <span class="p">,</span><span class="n">a</span><span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">findContours</span><span class="p">(</span><span class="n">img</span><span class="p">,</span><span class="n">mode</span><span class="o">=</span><span class="n">cv2</span><span class="o">.</span><span class="n">RETR_EXTERNAL</span><span class="p">,</span><span class="n">method</span><span class="o">=</span><span class="n">cv2</span><span class="o">.</span><span class="n">CHAIN_APPROX_SIMPLE</span><span class="p">)</span>
    <span class="n">boxes</span> <span class="o">=</span> <span class="p">[]</span>
    <span class="k">for</span> <span class="n">o</span> <span class="ow">in</span> <span class="n">outer</span><span class="p">:</span>
        <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">o</span><span class="p">)</span> <span class="o">&lt;</span> <span class="mi">60</span><span class="p">:</span>
            <span class="k">continue</span>
        <span class="n">rect</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">minAreaRect</span><span class="p">(</span><span class="n">o</span><span class="p">)</span> <span class="c1">#获取最小邻接矩形</span>
        <span class="n">points</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">int0</span><span class="p">(</span><span class="n">cv2</span><span class="o">.</span><span class="n">boxPoints</span><span class="p">(</span><span class="n">rect</span><span class="p">))</span> <span class="c1">#获取矩形四点坐标</span>
        <span class="k">if</span> <span class="n">isPlate</span><span class="p">(</span><span class="n">points</span><span class="p">):</span>
            <span class="n">boxes</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">points</span><span class="p">)</span>
    <span class="k">return</span> <span class="n">boxes</span>
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<h3 id="&#26681;&#25454;&#22235;&#20010;&#39030;&#28857;&#22352;&#26631;&#22312;&#21407;&#22270;&#19978;&#32472;&#21046;&#31881;&#33394;&#30697;&#24418;&#26694;">&#26681;&#25454;&#22235;&#20010;&#39030;&#28857;&#22352;&#26631;&#22312;&#21407;&#22270;&#19978;&#32472;&#21046;&#31881;&#33394;&#30697;&#24418;&#26694;<a class="anchor-link" href="#&#26681;&#25454;&#22235;&#20010;&#39030;&#28857;&#22352;&#26631;&#22312;&#21407;&#22270;&#19978;&#32472;&#21046;&#31881;&#33394;&#30697;&#24418;&#26694;">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">markRegion</span><span class="p">(</span><span class="n">img</span><span class="p">,</span> <span class="n">points</span><span class="p">):</span>
    <span class="c1"># 绘制矩形</span>
    <span class="k">for</span> <span class="n">box</span> <span class="ow">in</span> <span class="n">points</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">drawContours</span><span class="p">(</span><span class="n">img</span><span class="p">,[</span><span class="n">box</span><span class="p">],</span><span class="o">-</span><span class="mi">1</span><span class="p">,(</span><span class="mi">255</span><span class="p">,</span><span class="mi">0</span><span class="p">,</span><span class="mi">255</span><span class="p">),</span><span class="mi">30</span><span class="p">)</span>
    <span class="k">return</span> <span class="n">img</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">points</span> <span class="o">=</span> <span class="n">getRegion</span><span class="p">(</span><span class="n">erode</span><span class="p">)</span>
<span class="n">img</span> <span class="o">=</span> <span class="n">markRegion</span><span class="p">(</span><span class="n">bgr</span><span class="p">,</span><span class="n">points</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">img</span><span class="p">)</span>
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<pre>[155.7080601638849, 481.2660386937769, 506.2459876384207] 0.3235384333091491
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<pre>&lt;matplotlib.image.AxesImage at 0x21b80221f28&gt;</pre>
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tKEXgyaJHB84jAk9gMMqXH33bcQBAHS0PE8j3K1wtjYGPWKS6NeRgjFlh1DaMoiZ+f52g8vp7OzF8fx8DwPXUsoo7SdY3KizORkkd5Ok1RKkTMg8hposeSiT5xL6PioMELpEsez6ejqYLoyzeOPPUEQhCxZtpA4gomJCTA07rj7VmwriZQsI+GblVIIKTFtA0tkMNMp7GyGLds3ky+kcN0GYeRy1bXXcsNt9/LVL3+bSqXEgkKO159wLIcdfyT5hV0oIGVniOOQlJUmny9Q6Gjn9rvubvHSoUq45CRKpAX8QklydhbbTlOanKazqw3dSs6vWq0ytHkrhq4jhEgiOSkRGFipHE61gbQEjlNHSonR5M+rNQ/Xm8skpZRITeAHXsJVK9UE1RDTNDFNsxk9Bui6gWmaWJZFKpVCNySpVIqUbmJoOlEQoqKYyYkSlXKdYrFEo+FgWTaGYaEiqFYcXNcnihRBEAGSOE6u2dCSidq0dDJpm0w2oSNK1Qp1J8DxPar1GjPVMkiJlUrhBS5e4BL6CSUXhiEREVIXaLpAESHkXNCGSLbnM1k8z2N8sojbcHanLV8ie1klY/9d23e//dU11920GyE/Z8kASTjaue2qOYvNcp+7Evy7vs7aC3niXSmMTeueorunk7oMmZgc4+7b/4Zup5kYL7FsQT+eP8F0uUx/fz/lkoNldbD64H3xqg7+zATPDwa89bRjsDOSRx/bxnFHHIyUDX5/31bSlRFee9zB3H/nLWzZuJ1qpJiqlPjPj32Ai3/yUxYtXojnBizu7ud1J57A9df9jVcd2MfBx78BwzB2ud6oGZnAIw89jFt16MjqlHyPg489mpEtYzzx+MNEqsrkjhGmfIcFhYV0d9nUpsbZMjmFH6Z41fEncdsNv+Lg497HsXt1sWmyzJuOORyBRrlSp709Q6M6xfqNI4w4Gm8+em90zeasM9/OzPgkXuDT3d2NF0bUK1VqTo1KPSBt2/iRn3ChQmDIuQkyk0nRNTCAGwVNx/DRhU5PTy+bt26jvb2T6elpsjkLXZdEkcJ13eZE28xOlKSnp4fJyUmiSGCYNlJKTv/gWRy4ZCH5fB8//v53OPHEE/jVLy7BalvC9h2bWbFiL7pSBiv3XIKlGwxtG+SoV72SRx9+iAWLFuMFAcJX1P06d955F5sHRxLQa44RlOTsj32QQtZice8AZbfKz397NTu2j+D5DpoQLO7rZdX+exHLCMOwMQ0bx63T29tLvVprjTWhwCPktptvxzRNfN9HKUUYhkAylsMgaqX1SgmWL9yDj378vQwNDbHH4sXU63WUtHhm41o2PLuWlJ2jv78f13UxNB2p6/i+j1ur8dzQdsYnZgj8EMPU0YREaBJNSKSUBCrGd90E/MPEj7K5TLNwaeHUG61CVxhHiIS7QynZih4BwihCkPCqcdwsRookWhdoCf0nJbZlkM1mEEJhmjaNWp2gWRQUQmBaOoEfoenJZCSkJI4iLMtq+Wy95hCGYRLVojA0Hc9LCrCe5yE0iaHpVGpVNE1LtqElwBvP1YyEllA3vd3dmJaOlPDgg089oZQ69CWCtZedXvhvmQBQMqky/kNMnhS+4lghZIhARwnQpLYbcT9ru0XKzFVEd92+a5FKKlix3wGEWsyPLvwSHd1tOI0SxYkhDKmTbluMaPTgjI3x3KbnOOE1r+Wpp57igXu2EkcaZlayYzKgf9kZfPsr3+Hcc86iUOjg+a2TbLrrCkLNYtOWCS688H2kdJtzP/MFPvEfZ7Non9Wkcn9kcNMQ+fZ+Dn7TqxnYaxUf+Egvv//JNRx0gkUchy1Huejrn2egdzmTxSqf/OSZrHnyWRYsW8kBC5eguxN0rFjC4p48P7j0Ipyaxpn/dia1eolH77ufnY0u/Gg7nlNm/UO3ktWynHHCauz8AKtFSBh5KBXT2dFGHEeksp284vCeRB1AzOT0BCktiYjydpp8NodppxiJYogVU8UJLDtxTkNqKCkwjSRCCoIA0yowWSpi2zZSM2jUAzJZjS2DQ8QxVCoVICadzuC6Dm3tWSbGfTQtAZCuzh4qlQo7d+4kCJIotO6EHHn4UTz9tzu4X+9nRbfL+Rd+hf/89KfoWrCKwAqoPe9z6imns/WpB+nvX8Dw0Aj5bJ7AjymXy+y/upNqrYQnPaYrHtt2DpPJp6hVPXzfb4JKxI1/vYvDDt+PS3/+R5xGhbbOHhAGcRzypje/FjeoEYlEzWFZiQojl8lSrVbxnATU0uk0umHx1+tvRNfNZjQ5R4HFccDsJDUbRGiaDjJi585x7GwbTzz6BIcffiRxHJPBYPnKvdF9jYabpMZPP72OxXssJhYhlXIJFQtUnBTPwjBE6gJLN1rA4zkN4miuzqFpGo26QyqVolarJVEuEt/30TVJGIVIJCiFZRgokRSqDMNAALqut+iR2QKW74XEYURIiO/7VGsNpJSYukEqbZHNZmm4DgBe4GObFkEYo2sJJ5syTfxZUG1SEbMcrddwCfSAtGkhNA3fB2JFuVEBFIEXNes8CqKEeoyVQkiFaZhIKSmXy3R2tRPH4UsBZf+AXP+y1lIYvTA6bRbHhEp4XVTi2EIlqfYLo/cXUguzqdKu/0/oCtX6fyxAFxItinnH699Ao1QmCpL0tFKv8cSahxkeegrfD7FNi/WbNnDCCSeQyWR4x5vfAlYBGY3y+XM+zulnnsqmrZN4YUAhmyPX10W+YBOG2zn3Py7gqU2D7L/6YG6+8Wa+8KlPUm9EfOADH2T/vZdzxTXX8YVPf4Yr/3w1r37j8XgikZz95geXYehQKZk8++wTOOWdfO/rF/HQ/bfR09fJ2sfWsW5omC0jO8kWOjntpDM56dUn8JdbHqdSKvK6t/8b2XiEjOhj31XHctE3vobn1/jDb66nVqzi+g1ipYiEJNA0giDEb1awZ+mYjo4Oym5EJpXBd0NqDYeJmSJeGBAQk87YSKVjGjYgMTUdx/GaPLsgVh6RE9Oou8Rx4txOw2/KrZJn6rouTq0GkWJqbAalkm2e59GoVRAyea66LrF0jTPedSqbB9dz6vvfS+X5+7njjoeZqOtMlap8+otfZMemrWRSGr/5xXeZKRUxDJMNW9bRsaCT4dFhVqxYQcOpMzk+RRwqOjo6ULGG64RAlEzKTQlZcWaSa/54PR0pnWNfeRAmEIQeSmogQtJ2mp6uPgr5LjRh4DR8gijEkDYpu0A224WdynDtdTcRxMmx/chvAW6hUEiKaU2ec/ZVk4CpEzU89lq8iAMPOgCkYtvIEMtXrEAPQZhgWjqGobHn3svwQo/YD2hUQ/BDNF0ShQGmlYBVjCKIQqyUjW6a2CkLXdd3y/7q9Tq+F1GcqVCt1pvRq0KXGkIk4BWpmCiK0TQdFcdIqbAsEyHAMHRs28ZOpWjvbCOVsZOCm6YhaRaxXJdiqcLoxBT1hkeMSiYZoFGrU685SYEtDoiBiKhVYBRCIAHLMslnc3hB0PL7MAxm0aRFRwohiJUijKJW5N7ieQWUS9VWneiltH95euHqa2/eXS4m5miFqFmAUAIkc7q+F9P5zcmsxItGvLvpDFv7JbOzJgTbtq3n9ltvY+PWzaAb1MoVsrkUKpZ09/dQ3DrGwuUDYGcpjfp0tXWy6ojl3HvjLQghWLJyFUe+8vVc+/vv4pkh0xNVDMtEipiwbnH+eR9n09h2CiLLmsef4P7H1/K5L32O3176e95/5psZWNDBFy68jJOPPoBnh4oUFq/EKDq87yNv5oGb/swGDzbfs46os8yKVYdy2ilv5bKLf8CSPfbmhJPfgGlCOpVBCo/rb/0bey1MccODQ5x03CtZuriXe+67m3tvvZpGMUe+U7Ds0OMpT49TSAcMba/xpfPPQTNkUys6p2tc++TD/OanlzIzPU25VqejqwfikPHJIlOVMrlUCts2qdWSdDqTyeD7fjLpSR07nSaKdIy0ThxFaLsUOLr626hW60nhxDQRQset1pEy4RLDMEQzDYTUkFLHqTcoFArUyjWySDoXFGgf6GPnjMvSvi4WLT+Kxx74M0EQ0NvTj6iXOfKIIwgjh4ydYWpqiv6+BezYsQPHqVMuV3n86YfZOeo0+VxI2xaLFy9m8+bNpCyTV77mWOI4KQquXbOFyclJ3FDxrtNOQjN0nEaVMFCkUhlUnIzjiZkiTz75JH0Lexkc3IREoJkaURBClGhxpdBbFf84jpOikedha4rj9z8KqzfNfvse1KpvAAwODrJq1SoeevhvxCRRn2ZIBgcHSWUz5DIpdg6P4Pga0xOT+GGMFwUtMBdCYJo6QRARBEGLw9akvkuUSosqmI1Mg9DbjecF0HS9WZKJiVGIJsjNRrowR+2p5vGCMCRo0iizY2z2dzSZRMz5bLaVKWmahlKqFbErpXAch1wu1yqU1RtVBBp+GOD7QfN6jKamN8kqgiBI6AfDQNcTwjKOY9ryeQxN8OzGwf/H6AURI4SOImqpfGcj0VkuM5GLR80ZbO5h7gqwSiU63VgptF0Kcy+kHWYnIREr0JKBEqmIm295gjef9AaWr32GtY+u4/HpIdKmgZICv+HQvrAPIpv9l+3JrVvX8L7PnsyO0Qne8+GPcNVVV7FtcAODg4MccdzbuPvm3yBjhV9roICu9g4u/emfmJnehi00DjzgMK64/Md85YILOeiog7nyr4+wfKCLQ1YU2DDicf75H+ar513Cp77+OdzA57A3nMyhYcD3tjqkF1ocf/RBbNvyNE4Uss8xxzA5M0kuZXPHzY/yhpOP4snH7+APVzV4xdHtqNQpuKHLwfus5uFbr+GDX/sCV//+eyzt07l7/XNoKs+FF3yOKIowjBglMvhuHSkEQkkmJibQTEVHVxtl12dmpkQQBDiOg64EgpDQnxO8G83Gi0gJuto6qJClIw1Fr4QgAZZQxei6TqXs0NHZju/7eI5PHAe4kY8tTaSho2sSO53oPlWURDz1Sp2UlaW7r4/AzrJzZIi+BYvZNjTEug1P0dXWReBXyBiLOOqYY9m2Yyt777svO7ZtJwwU9YbH6MhOBpYsIZWxEU/rLccEgRNInn1uI6l0jva+PEgHXddI2xnCMMYLfLRUBil1AjcmbXZQVw4Tk9MMj+7E911SqRTZnI1EYepGMi6jBHBbwYJq8owiYq8li1ixxwr6+heQSqWIpSB0PTK5NL7vE8SKqYkJBhYtJFQxrq8QIkyygVIDwzAoZHNoukJIi1zaILVkAKmg0Wjg+AGlaqVZyIoSXWwUtYKdRJ0QNotyemu7JAG/OAbPD/H8sCVtM4yoVVtp1ViawNniXuNEbaBkCDGkjBSmGTUnXR3XdZN9FIRBSOB7+G6AaOppc1kjyY4cBy8IkFKgGclvRXEAUqA36x+xn/i5YRjkMlkajQaQFBENy5zLcJsqhqSJxMEopF9yXPuXBt1Zba3SIgS7RKuJFgx26VQRIol4hZqLdGdvIDQpiki1ZscXA9rWfiRpi2wOPKEkZ5x2AhNjk+xwBG/++McZ/+F3qVYNAqoEI6NY6RRf/cb3OPN9HyBr23z/O79kZHhzMjCjkEZQx7ZNbr3mlygCdDtHSgUoYTGwsJ2NGzdy3kXn488EdOVyXHbp99n34EO45aY7GVjYzaq99uee2wbpNrNMFRt84sJzkZqiOJNUods705zykffSb3tM7tzE735xLaHlcP2vfshn/utTOF4bfQs388At93Dm205jaGQHN9xxE7/acDZnnfd5RKnGwSe+hev+cDlGbHDnHQ/w3a9eTCUSTJeK9C8c4NEH72ef1fthS8nwTBEVRsyURunu6uKZdRsJwxjX8fB8F8uwyGV1hIoQxNi23XKyOFSkLI1YWJx83IE0Qp01G55iYmwSXUqE0thz75V4rsvo+GhSvGm4mLZFrEBpWosXk1LS19PL8NB2LFtv/k7EZNDgqH0XsXbdDqqVafZefTDr1z6CpgukblApThEQJ6oKBFu3biWXzqBpguGZKe577AlCz6e7s4s4nKYtn6dYrqCiiDiMaVQr7HHEgeQL3UgpmRzbge+7aJpGNlug7AVs37qD4tQIhUKB0dFROnu6MYxEDqXHkspUiWrVQRey2VVloMmErxYiJpW2OPyQw+nu6ERECUeKVLiNOtlUntAPULpg3bqNmAg2b36eY17uaRe0AAAgAElEQVR1NKVSkWKpmnREZlMMLFmEEIrQ8/Fdj1RKhzgkVgl9kE7bEIVMuSFBGCJlU73QjAYFsgmW7OYzEapVB2EXHwrDBPBno03D0LAsC0MaLTXFHL0XkRREBUokxzJMncAPSaWs1oSnGSYqmpV86gShx3TRbU0AhqajSw0UTd9PJgDbtqnVGs2I2MQyTDRDS2R+QbOG09xXayqD4jjGMk0y6TRELz0T8C8NurM6XRlDKOYkYqhZcIyTdj0AYoSSu0W2L0YdtAbJi+wzB8QJOMimsFqXikJbN23t3dx4zZ94uF5C+BpveMMBrNu4k737c9z193v53PmfpaO7C6/mctaH38edt97B4a/cj53jO/n97/4ISlJpeOTTFpViiZ72ToI44PktWzHtLNf95pdsHBznoJWHcOKbjueXP/0Vp777NBYv7GLds9v5/Pn/QUAyWNOGRRQHpDM2hqETBjEDRpnhkk2xnOH8L3yWB9fdx3V/eRJb5NG0kAMOOIAHHriL7/zkWk79+Ps56UTBnTfcRlco+dGVPwNL8vYz/p1fX/ZTTjz5NGqBQhPQljGpl7bzy19fhp7u57zzzuV3v/oDH/7EJ6i4NcZHivhBTOD5ZNJJd1DoeXR19BBFHnUnoJBPRO0zMzN0teUIgohjjzmCahhz5713ttQpXlPlMLZzHESMLnUCL8AyTZyGg1CSwAsJQg/DMPAcl5H6CFEc0FFoIwxDMtkMugYbn99AEHh4Eh595B6kCImVRxD5rFx5GHfe+FeOOPoIpsbGMKwMNz+whsgtYZkmtik5/Ohj2LR1E5DwyLPtqlIKhKYxMzPFkj32QNM0+hYuI1LPJIqDoMKOzc+TTqWoWmZTg2tTKZZwHYd02iaXzZDKpck3LHw/SfFns4BcLpd0oAUBpkzabaM4bIn8a7UaWTvNxufXsfc++9PXVmBgIFEwCGkgdYFuKLp7erEsi8D12bZtG6lUKml7joMmsAcgFL4fIQ0dzbQhigh8HyFnW+wltPTwEXE8K9MU/7R28sIMM6EMXMBFIkilLWSTzthV7aDiJpgHMbqR0HsIgSWthAqQMbrQmgCZagGkUjFhGBE6LsgEdLO5NDXHJXJ9pKZjmgnXbFgWU5NFIKEsEv5WNJsyrGZxUAMiGq7zDx2sL4VpF1xwwUt+0JfKfvzjyy54x6lnoGSzeCYTiRBy96UT5sDyH2Vhsw/0xVqJ+Yfvz74XiFixcdN6rvjNtRz26sPwpQ1RwGGvOpYDDtqb1av3YPv2TZz8xjdwwy2PsGjPAaZ2TGBJjQ+e9SH2WNLLcxvXcss9O5gcfpaJ8UkczyHwHTRNYtkmnZ3dFMtl6vU6C3pWkO9cTIco8Imzz0IaKdL5TpzaDPl8D7Zl0L+wF5Rix8Z1XHHVDaxds5GDjz+Wq3/6Sx55fhwt28nk8CgH7b8Ha7ePYnsxhhkxPuExsGI5adNg8eLlvOKVhzK2/WlWH7Y/f/3rDTy69hk+dPYnuOW2vzLQuYR/e+8p3HXTVYy5IcqNSXe08b2f/o7PnPcptjx2P6M7hwj8GTyvQWcuzzNPrWWyWCOOIgZ6uvBcn2w2S76QI4pUMriR7Bgdw7ItdEMH3aC3rcCjTz8DWgyhIpO2icIAKRTZthzF6TJhGLB69WqGh4dxHR9FhNQEs+sDZLNZIKZnQR9RFFOvN6gWy9QbDYSWrBVgmDp2psCrjzuZsR0b8H3FUYceTc+CLtLZDDuGt3Dz7ffg1Mv4fohuwYEHHUjdc9m+ZYS64+F6Ccj3d+WZLlVZvGiAvv7FWGaGx594gsGtW2nUPYLAo7u7AzdwcBoO05MzTE1Nk83ZoCs6uzuwcyly2Txh6FMu1YmjhLOOVYhuSILQTyI/FZJvK0DgoEuNar2KIU1mxqdYsWoVA4uWsGXTZnq6ezBMk7rjsnVoM6Vymba2DtLpVBPEM3R3d2FaEkM3KVcrSVU/CPB8Hyk1Ajeg1mgQRj5CgBQacayaMrWoCZy7qirif/CvXT9D0hWKSHxXCtGqB7iej+f5uK5HFCWNT5ommV2vIuF5ExCeVSNJTWAYEsOUmKZB5IdkchaEyWQdRiFCCkzdJJVJ4wc+pqEnRT2pteiRhf29zMyUAbBTJtlcFrfhISQtWgXANDRs08Y2TSaniqMXXHDBz/7/YNmu9i+tXkC8ABAVSDFHFyiVVCLnItk5MFWi+dcE2FmqYVclw6zJOETONkhEyWssoKunnaHBMX7348v5ztd+yIbhGe5/aA0PPTaGJTpZvu+BfP6CS9gxMcIbXnM83/zWRVTGKzz0t3v59a/+it3eh643+PT552HbNgt6umlry6FURBj57BjZxgH7HcLll/6CQi5FdWqKbWMOnlRc/us/MPb8MEZ+EQNL9uTQQw5I2ml1DcNKMT01xZve8kbKw4O89Yy34Y1s5m+//AmHHronutR49PobWLXPgZx6+ntYvSzPV87/BD+76m/sHB/j29/4Gr+78VG+edHX6enal3JQpDg0RewF3H77Dfzmmz+g6uR4/aEH8vCap/neeR9lbOtaNm1YT37P/els6+Cdp76bpzffxy033MbMTImUbeCHAREB+VwGqUG5XMTQEh2qIRNH1YVGte7g+Q6vfed7aNSr+F6I0DW8MCl02KaNhY5hauiayeOPrUGgoekieT5RTL1cx/cDDENLOpwch8nJSXRdp7O7j67uDtryeVzXRROSemmCZ5+4l6mZOjk7T19PD+WpGTJ2mm1bRli8qB3LsujqSnPE4YeSSafZNriJIEhkc5pm4Hke23ZOIqVkpjTN02vXsH79GjKZpNIfR8n5+75PtVQllUrRt6CLgUXddPZ1oacs7HwW148IPXhu/RC+GxEFMY2GSxjEBH4S3euaSU6X7L9qJdVKieXLl3PgIQcSxiGLFi8kloKpqSnsdCqhJLwAU2iM7xwhl8slIB4ntJsfxdRqDUzdotFwIIaOfJ6MZdGWzxMHCW8QBi5RM4v0PK/ZgBIQBFErQ4ya+ybqIXYBX1qF55Ycs+m/MYpIJfvNvrZovChKmmLKVRoNF8fxWtQGNP1XzIG8EBpRFJDJpanXHDL5DIgYQ9PJpNKkUja6JloAGofNxogoQhOSmfHplt7ZdfxEAqg3I/NYYWha0ggTJjy2qf/3F6D6v9m/NL0AEKswWY3ohStWiTngVWq22jkn2N41BZoT0/MPTRZCCEIl0YQGKkIKCOMYpSKMdJ4jXr2ajc9NM1Eu8oefXoanqkSxxRtPfAM33PI3Lv7cOXzs38/mB9/9HVOlKhd862t8+2vfwnVHkLmQg/Zcwn/918Xst9d+PL5uDZqu06i7HHDQXuixZMvgZrZNT5HqXshbDjuIKc/DlBaf/NgH2bZtMzfccC9vPe4Iqsrn8hvupStVZ8196/jGxf+F1/AAH6mZFLeNkl+0GDTF57/6Lb594RdoOA6PPnIff7rqRv79S1/kB18+m/GtC1m2chGNDc9w6CtPYt0TT3DJ5y/mvsFxECku+MI5pDr6OfO9XyCyuti85m72W30EtY1PU5+e4cm7bmT1h7/C4oFF5Gc6yR6ymPL0aKK9dA1mSpNEsY3ruhQyNqYhQRlJm6+dIZ/P46sI1/G54HPnIoRspc2u6yN1Dc2yGdo+TLaQbxVdoigijiRdHW3U3Rr5jhyGoVGt1zB1C9dtkM8n+zfcGkKDgYEBoihm544R0AShhBV7LqOro5Naw0GaGbZt3EK+o4OKU2bZgh72PeQVuG6Dar3CgQcczvqn1zJTqiFEhBAQxgoVh/h+iJAK1/Oo1mrJ4ipBQBwK2jq6CP2ERzRNk0qthjNeYXqiyPbndiIU7JhtIGhyqEkkBkp5WJbFgq40xx5xAraVY9HAUtLpNLVyA1M3SKfTxFJSLBZZsngP3IaDigVPP7OBndN18oWYdDqN63vYhomGJIpihsdHqZRrdHV1oRsSw7ISLrRLp1KpsHyPBVTqITsnZojDJKqdVRvM1kiQCfCKJBxuragWzPKjak7ZMOt3rYCHJJgRsfqnNF8QBHieQxIPxpimiaYnnPIsHaFpSZFNKElxpowfJkXOII5Jp2yUB4HX1FNL0JoZrmUY1D1v7lqUarUJCyEIogBD01sFN11CKF56Tvdfml649MeXXfDOU85ACJnwaLtc/xxXq5BSg11WGkt6xv9hQcfdeKgX8r3JdkHc/JZEcdttN1CZKvPRT78bvbGd559fR6k4TaRqbFz/NHFQZqI8Sa7Qh25ZdHQo7r3zbvZZXKBUmaY8M87Y5Bh+2KDhuITEFKdLGIZNtVpkbHyCMIp5/xn/i3seWM+e++2FaRp0Fyx++uu/cMWVf2RqfAvX3/ksC/vzPPTn6xgaHKYnlWZo+05WH7g3mqazdusI+kAf69Y+ygmvfQ2LOtrIFvKYtoUn2znl7SeSDiY44YgTeeCu+ymNV8AXvOWtJ3PXvU9x2LGH8KOLLyTfXuCII4/jP8+/kLM/cjo/+cm3WPWKY3h84+P05tvpXrqSY446intvvIqHnniIt3/0XLJVyVvOeAsbnnmWSqVMT083SiXFomw2Tz6tk05Z+EHA+FSJXHuWet1JKCLNBE20Ci6apqFpArfmtORIoR9gmToqjtCkQkVJ51rge3T0tNHV1cHo6BgqFniug6broCLiGEbHxgnDkFrDY+nSpWwZ3IowDGZmSnSmLAb6ewlFhOs3yHf3sseSlQRRiBQGaBrPbxkiDH1mpksALFrYy5JFSxgZHaWjrZ18oUA6k0LTNEzdoFrzEUKn0F7Acz2q5Rqj20cpFivUS9VkApFaS/9qGhpRlERhC7q7ME2NQibNQG8Pq/ZaRSafRSNRz5iWyczMNL3dveTaO5guz1ApT7P+2aebqXtIHHi0t+XRDSiX6wxvHSVSAbZtJxrbICCVTpMvFAi8AE1KgiikXK4ksizDQhBjNMEWFIaeaHBREZrQkw5ITUexu/ZdF7Lld0CyDkKzYLZroCOgtcDRrEKi1cwUq9Y6FMQgpIZSEHgenusRxRHECfWhZgMqTSKllgBpFCagCagoAk2iN+kJP/CJ4mQpTX32mlpLRYrkD9GUtyXXYKfSeK7PTLH8ktIL//KRriZn11zdfV3If9TVKpSak43tai+mVpj93q7rpCaLX4T88Ae/5PT3n8bJb3wzW7ds55wPfJLv/vznHHnMa7n8Fz9jcGyEhuORsg3Wb9lAcbKEbZh0dLQzOj6IYQRMV0dpb88ThQrLkLhxA0lMKptCKkW11iCfy+A0Krz3fR9H0zTWPnALe++7mtSCpRx7QBfrnxJ0dC6nu7ON3/3iOn7ww29w8ae/xLvPOpPuvnaCIMRxHBZk4Dd//BkL+/oxrDZW7rt3q2d/eX+K0LfQc3sQZ2I++/VLqFar5HI5UBGXfO1T/OzHV1Er1vHCAsUNz3P6O97GE4/dSW9PG0Mb/s7q1QcyuHGQ3159P5f/6MsM7LE3m2Zq3HTN1ey1bDFOI2TzcxtBaizs6qdU3MR0ucLypUswRUSxXCWTy4MmGBjop/Tsc+iWDUaiAZ0F3FiFiBjyhUyzkOQlHU3SQFghe+yxnO3bh+ltX0QUekxOTFOeSdJmESuiWGFbCQ1QrRQTeVVoYBk2tWoDCwt3poFu6QSeSzqXYXRinEK+Hc2y8AKTdc/8nWq1Ti6dwalXmZmcwtA0wjhm+/A4e+6Zx9B0HMdl4R69NBo1CoU2qhUnoRaCBls3bSadMvEcF9PSIWwWmWKBFJIojMjlM4SeT19PB54bYJgarhfRu6CHbK4NiNE1i5GRHazabx+0SGNo+wQT40UOPPBAdm7Zyur992XpwDKUgKHBbeyxYgVr163D1C3ac4LOg9oIPJ9KpcLMzHSzGJisZSw0DafZZKIZRlJwiwKslIXnJROdJg1838dsdn0BmDLV1NSK3UAzakrDdm2pn31ttQA3bVbZsKsPiyZgR5FEJcJ74ihoFbiWDnQzXa4ShDHVaqOpKTbpW9CRrDjmJLJC27YJ42QZ0dkIu6ujgy2Dg80IV7UaqGYnv1mZm4oiTMNoRbqlUolUKvVSQVnL/sVBV7WkH3EkkVrMbussoNBQiVysFQXPrkWwO9DO2ou1/+5WiVUaZ33onVx+2Y/YUXIxpaJr0TK++vWv0J/PMbRtlIZX59vfvJiPfOpsUnaO2IdAJulNV18f5WIR0zSZmZmht7ebOPKoN0KCICR0w2TVpSCkUm6QzaaRUlKtJeT+cxvXsKha49L7Rlm5agXHv/51jHlZPnbOSmKh8+lvXoSmxygFUiq6evrwnDRCz/DcaB3XC9B34awbtQDdtHn4me28av8l1EpVtm2aYvUhOTB1lNXO0a/bj1seuZM2bJYc8Sou++YVLFpwCEce1M/E4BO89e1v4Xs//AXnfupMgtp2iCNu/O2FhK5NR1c3m59/iJ7OTpwgYnTnJEEQkEvZbHhuE72dHcxUqmRcL7n+SFFoayeSieTIkBrFWgUrnUJTiY6z3qiiS41CW4HpmRJxHGKksmwfHiNXaKdWrZDJZIi9CMs0qNdrmHbSh68CgZlK02WnicOIer1OT6GdibFJXNelVColGt4oYqZapuhG3PG3e2jPZYkjH6kEtimo1opUKhWslE2t6jW7rDQK7XkOOnh/ipUyozunwRCMDm+ht28BcRg0U3GRcMlak4JWySIxhVwey7KolStkMmk8SyOTSoN00S2DTqOAnUqRSWXJ5/MMbx/CnS4jVwkmZyY47JADEgolCmjLF1BRTECE3/BJ2Wl6e/qIeYrQT9aIcByHYnGaIPToX9CJ0JIJzq2HRBEMDo1g2zbZrI2p6801exN9bTpt44cBhkgkbJamETXdKY5JeFM90cCGQUws4t38ajZ9f6GvhSpOJsgoalINcUvGGcYBhq63VgSMoiSA0nWN0alE/33Qoasplyts3zrM8pXLMAyDNWvWt/TNBUha1i070YrrOl1dXWzeNkgQRRjoSdGNJIsybaMFwIGKCVSECBW6ISm0ZWCucfUls39peuHHP77sglNOP4OmngAlNQS7g6WAZO1bFEgQzQ6eXffZ1V6MRwJaDx7A1GwOP+pg7r3mBqIMjI9soz4zw9jkDJGQvOpVx3DTX28BL9EJ+l4AsaA0XWHp0kUUS3U6OttpOC5CajgNL+GYQg2pNEwTolChmlemVIzUdCzLRpcKz3c4/YxTuPv+p1k1kOeaG67m7w8+ycjOcQ477DBU3GxpFAH/+akvss9Br6Ur3WDT4Aivfc1r0OQchSI1DUTEop4ClinQNJOe/nYAChmdr3z0TO5Zs5maWySuTrN+/WO0pWZ4xd4DKCU48fWv5lff/h4nnvoufvvj31KfrrLiwL1YsWRPnnl6K8efeCRLVi/g7pvvJlYBxXqZuutjWhYrVq5kcHgnjudTcz3CMOnuy7fl0TQdaVpEkSKbyxNFIUEcIzUNhUAJQa3hIrRkucilixczNjHaAj/f9zHMpL00CMPWIjGz6wQEvk8mk0E3ZKLN1QSpXAoFtLW1ceDK5QgVc98DdyOiCNd1qVaqaLqO74Y0nDpG2mKfffZhdMdYqyPL9Rye27gVpWIC38VrJAuM22aa/03emwZpdt1lnr9z7n7fNffMKmWtKqlUsiQjS17BC2BMN9ANbcDA0M3SQDDQ09DthmEdDEODDW6gGaAxDTQYTGC2wYBnGmPJqxZLpbW0lGqvysp9e9e7n3Pmw7mZVYYZ5gPqCEVwIyqyKiMzq+pdzj3n+T/P7xmM+ihV4XsejTjA96200mw0iaMAicF1BH7g4Qc+jhTEjZjID1iYmyfNEkbbQ9oTbababQbjhDtedSdhFDIYDZmamGGYjthc32Bmaho3DGm22ly5cJnFQ7dQ5iUr62uUWjPqD8mLHKUqOu0urVYHEDiezzgdUxYpAkO7ERGGAVmZ098doqpaDnAdMPVAy1j4iedaWcGVjm0FMTWTWlI7SsBxJZ5vEYr785TaV2+0lSEE4kbGX9tEmi3cuMkWyg02hO9bX213eoJUVZx7/hJpUrK1ucvq2iaqrNC6ROuKLMnwPY/RaERVVRRFSTOKWd/coSxKtDGUZWWfJ99HSLtjt7t28FyXZmQ5D17gUumKne3BPyZ5QeyL+EJQm5ilrTnZ044QmErX+W3Lyrz5UmovEvz5d+K/veO9OXqoPHjPez/MD77/F2m4FSuXnuHnf/kDaEcwu9Dm0UceIc/HRI0mg+11mq0WGIPSKVfOLSFcwTjNybMS6VZIDEEU2mlvaQiDiN7uuIZxWNh6GPqk6Zgw8uh0Qj70R7+HEIa/fPCTBE5Gf/ccVy6Nee+vKb7hnV/O4kQTKUIqVzIz7zD3jq/hC9/5DXijsp4c79XX7HdgkBf2dLCnWfWHFV/6dd+GG2Z86Lf+kPVRCrLF8WO38dKzZ5jqHuS7/vJhfvknf5iV9RXue/3rOHww5onHnuOe+17N13/jO/jgb/4ZX/GVX8SxY4cY7BYEozW2tpaZmW0jhMM4TcFIwjDkxIk5XKnRKicZpZTCWnk0Vl4IQt/uYKVgfnqGi+fP4TgS32+wtLREp9VinOYkiYWjmEphpMBxHKLQJ3ADOlNdlpeukZaGTrfBnXfewYWXLjEe5fiBSzJMWVdbTMzN8/zTz1LmNvIaeD5Rt4vjSAqnwlEervC59NJlC8W5chUnDCiyEt+T+yxYrSscR6B0Ub8mXebnutb+5DjkaUbku/VQStGKYjT2yLy1s40ucmbmZyirnJMnb2NiYoLRMAPpEAUB7XaTNE9wkUjXobe6RZakBHNzGA3PPfcieB4PPvDXTE3Pc/bcS2glCSMbFmg0mrSbHdI8oyhKq5umJWVR2dOF69YpTUkjCgBrnRqnJYHvMOiP7NHbsfKIL2rEpbKIS2X22LTVvrRnjL25UEsIWlIPQsXnyXlIsV8jZIzBEd7+UFxrTVHkdCciXEcixpLR7pj165tIHISrbMOGskm3vcW61WgQeA5R0KaoKobDEW5kwTt73mC3djZkNUktiHz8uipKGOxryjWMBmN8f48Z/PJdr/BF9wZLd39nelMUeF8L8twaQiL2P7f3Nfao8vnUsZspTn978TXGkKdjZstL/LcP/Bwvndvil3/pF/nX/8qjO63Jki5/+Rd/zNve8XpeOHOJp59+muN3n+LFM09TlhFHjhzk/IWrFGOFQtBoRozHI7SA0PeZWuiyvLKGF/n72LmJyTZFURB6AZ4j2NndImyEuK7EOAlZf4QqNddXLhOPMs48MUl16yn8CU1vuMm73vUu3v+Lv8ovvvtncMJD/MJPf28dGjF71W3UcGL2PmsXZE3lO7Qbt/CWr/0aHvr4i3zz17+dj3z0z3CDJkk2YCYa8snHH+HL3vwWVq9vMjG/wEf+5i949T1v4qXLF/nffvo/snz+GXCarPU2ecO997K0ssPy6gbLqxtkaVEn5rqsbW7Rbvg4nk9mamKUUBilEI7lxA4GAzzP49LgElMz0wwGAyQOWlSsb24TByGyTh3ZLJPm7ttOcXV5BYnD/MwtRH6LF84+x+7mkPxgxubOOmUGeV7QiANKranSkhx7s46jJpUqCIKALC3YXN8iTwswhomJDv3emDe99Y18+hOfZZRluK5HHEZEgQ09GGMYZ3lt0RI4rsR3JK4naTUnbDjCC7ly5RLz09PEzQit4diRRbZ7uywsLLC9vc3s1LzVEcOQPE85uriIrhRLV69xy/wCoyzn9HPPkyc503MLxIGHrEruvPNOFudmiTotljdXKXNFpzNBGAdcW77KtdXrHFk8RKUNayvLGCmQyuD7Hr7nMxgMSdMU3/Vot9vkeYkIbFy33Yz3TxZa2GgsWBmoKAqCOmbrODeGZnYTs/ceBVNrpMa9scGpqsp6eKXdGAG4vkMQRmRpjtaaMPAJHEFlFP3h6IbrYG8Kpurht9K4rkORVzhtBzfwqUq970wY9QdkuZ0PxHFMXp+K7ApT3xBcF6SlvhVFQVlqPDfAdTxe7usVvuhCaTQOdXpFa9y6bkNIs499VELjfl6izF43ewFv3t3uifs3yws30i2KdLjDkeOv5cWLT/GV73w7v/beX+Wb3/1t/Prv/gY71zLe+a4v5rd/84/4tu/8Wh4+/RjPnD4NQnPs+AkuXbqAUiWt2Ppxk+EQ3/MYJykygp3dPoaSzkSDvNSETY88T0jHY4Tj4XkOrVaXsijZ2diBGsQRuB7ZOOfr/tkb+dM//WOeOXyK64NreI7LRKdDFPTIywFhVNkhxN75rbbq7N/ABJw58wi73AL5VU4/eZZ7jh/jyqUrXFt+hj/6SMLcbMCxudv4xKMPcHDqGLfdephKG+559Uk8V/LW19/FB97/o/RSyVtev8LR48f4n77pWzh++0meevIxPvbxB/Yjlq1Gm1EyJlMlzWaM8D3SrCQM/P0YaaPRwFSK4XjM0VuPs7W5SRRFZEmOKz1s1Y+i2W6RDkYEQQDKaoNR1ODMMy8ws3jY9qm99q189MO/xQ/81E/w8z/2Hl48e5FinNNstvmRH/5xfuyHvp/5ueMMt7e591WnePa5M/T6Q5J+j1JbULYdeAm8IGA4StCm4mN//QmOHDrI1aVlfN8jboREgYOREHsNsqyyiUijaNRQnLMvvcDB2QlcD2amDzI3N0cURShjmxaajTZVafC9kEOLR3Bra5R0XZavrjM5c4DPfuZRNtaXedI8gxdasM/X/vN3EXZClpeuMDMzwygZIwKPcZrg+z7Npr1hSyk4ungIpUrSPOGRzz2DNBKlSqZmJ5hpNva5BRjbh6aNQEuBce3NOnR8ijLD8+oFL7KBizTJiePY6sDa7k73gg3W5melLNufZuo47w2B1KsHVgiB61p066HD85x/6Zp9b2IoShetPDzXvte1qhdoWYN49k5xtUQQBAFpasHjex+llFy8uoSQNXbSVAiprRvDc/YX8nr9D/kAACAASURBVD1GRF6WlFVFXhT42jBKkpd9TXtFL7paK65cPMsLz58nbnRodid5w/1fgHTqwIOxOW5HCIQyNqwm7fdtrV9nsDrm1nvv/DuptJstLDfbXuwi7dCdWOSfft1BvkK+A0cInp18jkvPn6Ya7vBl73gNk9MzbA3O8ru/95uULpS9EW98w2u5vLSMwL6gpC+Yn5gCYDjq0wljojhmY32dMGiSlyV5njM7vcDu7i5+p0WlwXUDhsMhRa5RmcFxsCZuqSk0LK9tMxgPef7CaZLhiGbcQGP4d9/3I/UL+UX+8y/8Dt//7m///AFGpRA1Au/Uq96AHzg8/pnL/Jtv+Rp+8Ed/ghPHj+C2E0bDS1y7vMNptcav//p7WR/tcOHsFQ4fPGYRekJw5733EbZ8br/jNRR5Alpw8MghyrLk5KtOEXkBzVZIkiQoCqKGb5sNjKDMK5IixzOaKIpoNBpURYYRgqgRsrpyHQBX2oVPa8VoNCIIIqIw2mdrqMJai8bjEW4jYPX6JbpzC/ze73yA7//u7+B3PvCrTM3M0O/3kSIgLxSTrSkyA+/92Z/mgf/+EeK85Cu+5Iv5zMMPER++hfX1Taqi5OLKOo04RArD9Ow0Fy9cA2BlZQ1hDGma0Wk1UKpisjNJu91mfWsIWuBImJ+aJJCC++55DVJKertDojCmEUtWV1c5cuQIxhiiIKQ90SUdjWm222ztDPjcsy+S9rYAuHplBce1C5YMQyptEEajhKEVRYxGCZMHJhGORCjF2uoyjpREsVff9KyUNBiOybOEOI7r13qA1pKla2v7NDFhoNnukJQ5jqjZCNIgtCDwI/Lcfp3rSdI8w6Dww5Cg4VHldbiiqmqXkV3A7SnT3ecvB6FvSXKO3PdnR40IpUqMEawsbzA51WFnu183SNT/NtcljDyqysaQVaX2vbXGGNAGx5NoU9FsdYmiqPZve0RRhMws3UwZQ6UMaInnSahP0Y5wQYv9RFxZlkx2u6RpSihffnnhFT1I+5Vf+ZX33Hn3KZYuX2TU28X3Im699RBGS6Rwasg5YKy+BBpT2YFa1IzptroI3z7BNyfRPt9mZoEnN1+iLqUUOCRJzsLCLaxuLfHMY0+wvdtj5fIlfD9Ae4KZqRbSC7h2/Tqj8RCDxgt9yqzACXyWri9hlGHhwDz9/i6OIxmP7BG1251gfWODVqdlafhGkSUJ2ajAEQJVVHiuSyNq8tr77mdlZZWt9W0m2022Bz1+9Id/iM8+9CmKMkFVkl/4+Z/gI3/xN3zDv/wu5mdbn7fzt9YYOxNxHYed7WVMcIhGS9CeXqTTWeCBv/lzTt52KwcOTrJ42Gdq+jDXr1zjuSef5+CxQ/z1Aw8QNQ/QiV2mZhYYpzkrq2v8wZ/9CX3R5djCJI7O+YPf/z086TFKSzzHx/UdpO9ZUpRWNsqNBWmXRVXDUjRFoWhNTmBKDaWmrKx26AchRVHgICiyHKM0zY4tv0SDF3i4QUh/a533/ezP8oHf/ACjcZ9//Z3fx9Xr16gU/Lv/8AM89uQj3H33ffzO736YowdncAMHpEu+s8urX/0aTpw4wcTEBEKnSOnQasSoUpGnJQcW5inLkiTLacYRnXaDuekpAk/Sarf50nd8Bac/9yncsMF9d99JVhQcXDyC54fEYUTciHB93wYLQh/lODx6+jHOPPkUV5auc+bMc1y7cgWhFUJIgjCiNBVFXuI4LnmlGSUZG7sD3vKWN7B05SqzMzP4QYCRgo3NLZ5+5lmmp6bJkgLHlZYFazSqqjh/7hJpXu6/JsqyxBGW1uU4Tq1zVhRZQTIeUWQ5Tg2eH44TW/MuNJ5r02/CgWazwfzcHINhH0cKjISDiwuUVUUch3SnWoSxwzjJ0KqmULInC1pJQiAIAtcm3OqCSZTG9RwmJ5qkeUrcCFg8PM9oMK5jywIhLTe31WjgOJJGHNOIYxzp1MNWy++NmzFbO7v7dfSu62AAx/HIshxXWk1baU273aLZjHAc69sdj23AZTAcv6yDtFf0ovu+9/3ce07dcRJV2Qx3Mt6lNzYszE3hOC57a8oe/MZG+SqyJMGTLv3dPnGjydbmtgVqY2rD9d6Ca/jbSei9kARC4gYerhtitGJ+4SgnF6d4+OGXiIzD4aMHef75F1GlIUtTSq1otVskRYYurOFdGocsU+hSM+wneH5AMkwJPJ88LdnZHZCOhuRFgaai1WwwNT2LF7gkWcGJE7eyvrlBmicsL9ldlh82+Bdf/c84/dATPPLIQxw5dhsHozm+793/lh/9yfdx/LaT3L54gD/4xBnuf/VxpIGyXrjKquL06YdZOHKcQEp0tc0v/qdf4ZnHHuLy+efoNrpk5ZhbbmnSHyZcvXKBre1lWu0mTzz9IBtrK8RBi7/6+F/x7NlneerFp7l27SqrSy+xee08n378PK+//wv4ww//JmUlCYMAIwxlkdPotvDDAGO0nYDXTQXGGKJGRFEWhGFkwwBKETUbJOOEUtkcPkg7ERfYOm4p99NR4+GIqijotNrEbpvLl5+n10vo727zjre/g0ce+TSXXrrC2173Wj744T+gv7PLa++6GyE1s7PzKK3Ji5woitna2CQzhla7QavdpioVg8GY7a1tkjznzledZGNrgzj0OHXHHcTNDlUlWb6+zNLyNTpTU9x71x2AJC1ywiBGOi7Pn7vIo48/wdraGitLyyxfu0qWjPGCqC5DtHbIvK7o2e1ZUPgwSUlzWyKZJCmu6/Om172Gzz31FKiM/mAX13G4dvESwhVQGpbWN1lbuoYjBGWp2NreYfn6KoNxTqc7QZJkCGFv8mYPZFI7g2zgwCCFQ1FUZEWBKyS6UggjKGogzsTkBGEUsbW9bT239c4zGSdgDHme02w1cQOXiakJJKoehtc6rNb7YJ80yfH9AFXadN7C7DSeb1Nn8wdmObg4SZrYWvaqsrqs73q4tTSwxwMOAt+6VQDp2oDO9k4fAURhiBCC6YlJ0izB1EGLve8PgoDJSTtIlVKy2+uhlYXkjMbpPx73QqVKiqJiOMqst1Vrrl0+y+KJIxyab+Ibtb/ggl0we8Mx5e46S+MeLh4rV5c59Ya79zVhR1f7FrQ9/4O5aeoqhECagpHb4L0/+tN0O4f5/u//Rn7pN/6A7/uWr2Lx8Gf4qm/6Dh5+8nGazdN1xl2zu75LnqS1dOFYTuk4Y6/yeTgc44UBRWWQruTw8VtYWbrO7LEDDAY90tSK/qtry4RBjNIFt568lbUtewTMkxQhXDa3rvPqL3ob/6ZIue21d/Iff/rXuNbPef8v/TJRI+LauXM82unw0ovP8UNnn+Bn/9P/zqf+6oP0s5A3vu5eXrz4MB/96G/z+rd+E44n2BmvIbSh2Wow2hqR7ybs7oR4QUhRDVGmYmvnDFHYIvI9nnrqoxRliShjslIzdBwmp2ZYXl6m1XH45GOfJmw2GPcMveHAIv0CH0nFseO3cuGlCwhhyLJkv+ttnA5xpVfn/VOQAger4ZWqJI5jer0e7XabpB7klFlGkac40setkYhhK+YvH/wIYRiSqoq17U1+//d/H8dxmWh2+fSnn8SpGmgx4PCtBzh37hyTumQ4HhFFkR0WGZie6XLxwmXm5w/gSY9ClSgMYRjy7JkXmJ1p86bXv4mZ+Tl2t9eY7MT82cc+SVnFtKMWO/2Ep558GscTNiDhukjhEHpADd9XwiOvNLlKGQzHVIVCmRv9fMLULQaOtMWdWJeG57psry3zpnvvIYqbNNstHjv9JEeP38qLl15EVIJbZiepJi1QJx2neNjdXRiHDEYD62CRoCtDaXKMtgjEUtlTiFMPKnE0ovbJW66JIXAlXjuiNJrYsa/zvUJKrTV+HKALK1fsbvfodlts7+4yOdVgcn6CzeVtisw6RrQqCV2PuckOa1vbaA2HFw/QGw4oioqiNMxOtDnz1BXiRoteP8UoA57dYIV73mwURW6DQkFoQeR5VpBnFYHnU1RlzUMGx/t8B4Xj2KZjL3D35Ys0zUAL2//2d3vC/sHXK3rRFUISRh08L7Xlj6MhZZazcfkyTVzac21cJL4rMco+EVtrK5y47SjxaJJLZ57gjnvehDQCvQ/cMDf8vXuap1HYA6+9DA4/9++/gyxwWbl+hV/5P66zfPkKT19+A4++cJUL7/0xstGQ3nC0n8IJw5hGK2bQH5HnGaHXwChla9xLTeh6VOOcTqMJrsOVi5doddtWRwoiurWGVOQGge1befCBT9dcAkMYN9nd2qbTbfG93/1NdCYWeHvlUZmS6XbMd333O/mZn/kl5psnWZg+yV1ff4SP/Pmf8L/+229kYf4IaZ5x9drz9HbWOXFihjNPfZjNvuH62hpve+OrWVtfYpwm3HJognGaEdVNHMo4pKUhDkHpjE5LgpYMckmS5ZRlQq8aEDdCtOrz6EMPIpRPf7Rld7KA7wb4Xsza8tq+zGMZqx5SukRRRJKkZFlGo9GkygvGI9vW4ErJsL9LHPoIWSGNwPNccOB7vvN7+aX3vZ9mdwINrK2t0+l06PV6qKoiHY1JkoQjhw7zdd/0tcRBk4vv+VnGprB6XRhSpBnbO2scOXgc13fwQ4EwAXfcfooyz3nq2lV7A9B2Go4xtNvzfOLhz3J08SAn7riDR08/Tj7KMLpA6YKnnn4C4QhUaQspK6VAKtK8YjhKAFkvAhpj7LBHK7vo5jXNDNhnTkANb9KaXq/HKE245fAhqqpifXuLiVaTuBmBVvhxg97aEFMpitL+rKnpeZ45exYhBKPhmFY7RmmJlFY3ldKlVBVGCxxH1i3ENW3LD63mKh2ElJRK0+m2KJUiKzMa7RZSSgpV0Znp0N/o4YceC7PzXL28hBCSZJTiBQ5JWlIV9ucGQYDvuMQNn94god1u0uk2yYucKi+QRtIMI848f5VSadTQdrNNT8d4YcBgJ6UqK/xAghGEkb8/HC+KirJQeJ7LYJjUO2KFxrC6soWoCzQ9z6tPX4ooDAk8D42Nmpfqf8yCC69wypjrOqytr9JoxFy9vsTGxgZJnvHMU49x7vI5XjrzPP3xkKXVNaqqYnvtOqPNVURZcubM41xdusK5F5/EOJILy1vk1edXte8P1bjBAt3Tfd/zvl/g3pMnkNpw/uwZKpXxwf/yUzTkkH5vmyRPOXHi2H76qNfrsbPdo8hzorCB6zskRU7caOH6HsaRKBRpOmaws03gRySDlPNnL9PbGrKxvsNglJMmCs8N0FVpK2l0iZCawJNEsU/QjJicnECYlL/46J/wnd/6v/A/f8+30+7eyg/+4L+nV474un/15Vzb2uFrvvlbmeh0GKUDPB98V4FbsrExotQeu2sb3Htqkc31K8zOTJGmY5LUJuNaTVupHfsKXSmG4wGNpmKUrLO2scFOb8hwOERKiGIPrQuqIqfIUqqqoN2I0boidB20Kim1YpRkSD/A8wI6nQ5lqUiSlK2tbTCSTscOlcrSdmUFvh3CKGwNy+6WZSAURUmWlfzhH/85X/plb8epLYORH5BlKXEzptvtEk8sMDsxx5d80dso0orf+r1fZ7UaMnPgGKtLqzSbbdbX1zl1+914fsRgd8Tc/AFmp6aRaDxP4LqSY4sHkdI6C1zf49LFi3RaDfr9AU898cTnyVQSQZIV7PRGLK/tcPHKda5eX2NpZYve7ogkyW6yVt0YBgmn7kFz7c6LupIIKfZbK4wxLB48AVqgK4PrhuxubnHnnXeR5zlZkZNXJf1hn0wVSA/iVoz0JEVdg9NsRVSVdekYI/D9cH9xvzGYusGXBdvQ4rgunufhhQFxp0nYajEcjm2rR5KDgsHWiMmFKcJGRFFkHDgyy85Wn9n5SWYPzlCmFa5rB1Naa0qt6A0Sy55YnCUrC4qswBEuYeiS1M0Re46IuYVpGpMxXmQHhQAID+l4ttI+shyMuBkRhiEgaLZiHE+yuHiL7WNzBUVZorTG8x0azRCMoSwLer0eZZGhTEVRDwc/v4H85ble0R1ps7Oz5lu//Vvo7fRpNmMajQ79fp8oijh4YJFx5XDX3ad44rGH+MLXv435uYBnP/0gTEww6o/Q+ZDJdotsOGY9Lci9GRphg7e89c3EocRFYISD5EaCDfYGbTdaJ5Qa8sDHP8njT5/m/PnztDot4lYTR8PO5ipFaXcCnueBcMCRhI7H5StLdNsTdGc7GFPR6w1oRjGVMAgjrMlf2WNjWdgjl+t7+JGPdB3cWqYI44CqtLlyIQTjNKHVaBIEIaPeiFPHbueFly6Qy4DX3HcXvtmhVPbfPxwOQdrj4/b2NuNRn/m5Ftrk3HrsNgajdQLPZ/n6Jleujbnr7ilW15eYmZhH4ZCkgsWFaYoyJwwE/X6fUs0wHGQEUUgcejhC0B8NcIVkYqLD5toqpx87R56VBJ5HphJO3X0Xa9tbGKMpioJDhw5x+dI1yspSn/arxyuF59jfu0JSakUQhjavH/goZc343VaTN772fh5/7HN4jYjr15dpdlr0en2kcFFGszDd5Z+846u5/eQ9xL7kB378B1lo+3zFV34tskqZmpjk8rWLzExNs725w9rWBidPnWJtY51CVTzx0ONMTk7yxHPPoSr7pt7d3aXbbtHpRkRRxDizx9rxqKAoKpot21yhtbY9fkajygrHc2+4Z2p8aFGV+/l/6Tr7Zn3HcWpNtfaTCmuPEkLwDe/6l9x/1zEGw4Rhb4eVjTUG4x69zXUuXbfNG3EQ0Z5uIiUEfoM4ivjzv/obotDH9QKSJKutXB6B71ospTHoyvpvlVFUZb6/4Dg1zD/wIxrdACNhOBhR1fXsDs4+xKYsSw4cmGc0HDLcGXHw2DyOq7h+dYsqNxRVblNmnlc3VLhMH5inv7uJ6/hsrll0ZsMPGSWpjR5rQ6UVzbiBQVEWav/9umeNDIKAdivar6gfDIdYFcEOxfLcPpZ7HmEhBI1Gow6tlPsyQ54VdapxbKUxz2P5+vo/no40bTT9Xspr3/gmKhHguaDLinMvPsvW5iqNVptHPvkxSgOf/MRfMzM/QaccYtaHOFqjDWzuJDiOR7vdYWWQEk5M8vBnHyQvDVHg4Tc6vOn++/Cdm1i8e4stisq4lKLBa77wDXz8Mw/QnOgQhR5GlfQHCU4QMjUxiTKa8Si1XsEipUQwMdWkLBPOvnCNY8eO4QcQxXZXETaaNhse2R2EdBTKgOe4ZFmF5xlynZEkCQaFVpCmuzjSJ3Bcelt95g56TMy0yZwJfvznf4qP/ukf8+hjDzG3MMvCXJtxllGIEk/6CNeh1ZrA92OOHjlFIzA88+TTtGccUnrMzHZYW8m5fmXE5PQkpSppBi6TMw12dlZAhuSpwGifTtNBGUmn1WQw6JErm0CSjkQpw9raFqYyHDwwzeraDnGzwbC/TSdycMOYIAjIqwQ/cPEDp9bSNEIJykKBm+P7Hq4UqLTA6IrQ9VBK4yrNVLeLMoanzzzH9ZWr+HEbHEmWF6hcoYXmxK230ksS3vHFb+Mv/+pBev0lfuzdP8KvfeD9SKCsCjt4CjzWen0+9qkH0EnGs8+cqZt3XfI85dzFC0jhUuqcXq9nHRRFQTJ22N4dohVEjfiGJ1xr9pzRSIGpDI6w37MnRe35R/cWqqqqoKos7Ntx6kWmwJHCQr4R1hYmDIiS9fVVJqYmefaZS3zJF7+VVCnyrORDH/oQVaVoT3SQQrK1uc1wuMyxY8cJgwBr5rI/H42Nzzqu3ST4PokaETcatj/MdW/qMaur3z2Xo0ePcv7iRZIsx3cD64ape8nAbli2NrbtwuZJtDZcfnH5hjceC7HaA83Ekx162zuAQ6/ftztbLdjJhrh1EarnBnjCWrn2Hrs9X60Utgkao8mKnGSc4TpO7Y239UlZVuy/r/e+XylFmuQUpZ27NFoNpAHft6GhmyloL/f1il50hZAkRcH/9fEH8ByXwI/Ixhkz05O02w5r6+s4jkO306JMRzCGbWXvVMJAqSEtNa6rYLjL4swUcSSo2l12dnZs2ilJuHBtiW6nzdpmwW23zxC5EVLlrGyv8+mPPcCl6y8w6G1ZRmlpQEqS0YhS2yK//nDA9Ow8WkBvOGD+wAJraytIT7J4cBHPc3ADl06njS5hc2WTYFTu12qnaUY6zJmamiKvSvKdXWQ92JnqTrCzs0Or28Eo++YldHGFocgyyjyH6jz/9Zd/lavLl2kEDfJxwmDkIRxQCuLQJ8syzp85TyPs8JmlT5NlGZ7vMLiQU5mMV915AqVLZiYn8aRlIAx6feREwKiX4EYBq4OEIGrRqgrSLCfNNzk0P8XVpVX8Zou8KMjLHsNeH+Eahv0BjivQlWbxtkXiIGRlbcPCzpVicqrFzkaPwHXJkhQhBUJKhHSptKKoNO1Ol263w/K1FbvTRTNMhrRaHTY2N5k7fIykN6DVarG5uWnTicZw4cpVbr/9BD/2kz/Fodtfzbu/53v47d/5KDtbfT72sf/OF77hPsaDMS8+8STnL10mzW0HWV6l+31fZVmiKoMqFA4S17fH7Uor8spW7AgEEuuk0NRJK6P3kYKu66KEQlbcAIGrG8GcPTjM3gKnyqqu1NF1ZNVHm7qsEcOtRw7juYadnS2OHDvKcJQgfJcsscGIqZkOWWZBL51Om8OHD5EOBzh1P5nwrWwgazi31rat13EFnU6HwWDAVLeD1po0zSmM2QeUB+2AYZqgaqmFGkyvMISefY3ttRbv7ZLPn71Cu922+rwwVHUtugH8VkiZZ3QmO2wsryOMxPdChDQ4PoQ1jAYEVW5llr0b1x4hcA9047r277MuJYfRMMERdtEH9v23YN0PrVbM5ubOfnefURrHlQjhko6K/c97zsu/RL6iF12MtRsFAjxHUOkUGWjSos/GVmkbgrVgd6SQWuGOpT3iTrZY29girfZkg4pW6KKGA3JZ4XYO098c8pp77+ally5y7eoLnL62yvnrl3FCHxR81Vveyk5R8MyLpxkM+oS+y8rKBp7n0c9L0AVefWRstVqsLi/hiBDXdVlf2cRoBzxJURR0u12GyZDe5pistHfRXEryJK2Zqoq4GbG9ubXfspqnGc3JmLjjcfDISc6+eNEed8LAFmxKn7mDt3Dp4mWmZz0unjtPrgxlOmJqrkOVWQ/y8uom4/EVbj9xhOZUk/7GFnefupN2u83Z8+c4fHCBs+cuMtzuU6Yu61u7LMy1WLvep9WOWF3doDkZceXygKDRBeOxsTVgoiNYmHO4ePEiQaPNcNjHcTzKVFCqevBUlUjXxRGS4SjlpXMX6HbbDMej2mpnWRoO4AUBulIYd2+CLxGiYjQaMU4TSq0wpaVCJWVO1tsiCJtMzp5gvP05drY2EVJzz+GTXN5YYjxM2d3cIEHwmkPT+H6XuRNd/sMP/BC7K1e5ZXGBF86+RLPZZH5hms2tEZUytrnAkzgIwsjqn2Vlh3xRbI+8rusghX3raKFvGj5pG+gw1oxvxE014zdxZYW80dVn9iLN6gbspaoUFcAeTL/mwrquS+RJ3NBhZTXh1qPHbHvycMzTTz5Bo9FEqQrrec5odpooVbK6sV7LHezLCsgbkXnP8xilGe1GbAsojUYLRa4LpGObtztzk5S6pJ+NGI8HNNoxyXCM79oOOOF4hL5gPB7WcxIHpCGK7KDKcQRaG7QxBK1oz7SL6ztsb2zXj4F1/sQtmxzLam6HMRLHBVfdOCloDFJQyzfg+v5+R2KaFbTaDfq9UW0fsx7xPbdCURRsbxf7WrYFnPtURYUx9c3Occi13r85vZzXK3qQZoCyzPF9305ZVV2frjR5kZIXBb1BQlKUhL5PoRX9LOX6xhZ5WRCEHmma2hea75AnuxS7fXaWL3HHiQOEvs/uaIfxsOLgwVtYvOVWXvfq+zn//Bl++8Mf4mN/8eeYHBwEeakxlSAbWw3P9RsgXQQOu/0RcTiBUoI8VxSJpkgLTAErVzfZ3kyY6BywtqAsQ+c5ZZYjhKjBKT4qqzh4aI7mZExnpkUYuXg4DHcTLrx4lRPHjyClIPJ9tFZkZcHTTzxLrzfg4sUrdCYnmJmexHEMk5OT7PaHrG/uADAzOcWli0tsb/VpTU2D6+H6Ea24hXA8Tpw8xOWly7QnrE3v6uUNJqfa+JFLs9PCMQ3SzND0HBreJkcOQDNWbG716E4dQmgHo1021rcplAX9GFUhXJc3vuE+clViioqFuXkLuklLXGDullma7YisLDFSIHwX4wr8RoDw6wJEz0dVZl9XTJOSKtOkSc5ge5uzTz3MqDLc86ov4Itf/xYubqyQlQWHjh8iUwUnDh/l//zgf+PLv/JLOf3Ag4ipFmlhH/OZmRmKmqTV7jZpN0ILinFdRmmGcO3f+abX3QOe3He+OI7DRKfB9FSTyYkY16lwcCyIpZ4HSNdq/HYAZ3fCUsr9uhq3Bm8Lwf4bf+/kUykFlUIojVDKyg7SoSwt/axICyYbXasNO/Dk08+QF9YhsHfMd90AkGxv73J9adU+lo6zv1OUokRVBarKyLMRpipr26Igp2Ccjgljn0oYvDgkLzKMMGxtbJKmKYPRkEpoSkqEq9AiR3oK6VrOrXC46f/vIgMP13doTrVRRtPqdqgKhahcXGldLEHgEYU2HVYV4IqQItMYBWWpcDy3LpK0Gq6p/cB5nkOBvREau4BibJca9Q1OulZ39l2PZtzYlzd838etH1vHsc9ZGIb7vy+K4mVf1/5BO10hxBVgiKVOVsaY+4QQk8CHgSPAFeDrjTG7wm45/zPwT4EE+FZjzJN/719gdD2YKOwDXrdD+H5Yk+1tnYenK7L66ACyBmBYeInjWXBHWVUEgY8TwOFjc/Q3d3hhfZvDM1Ocv/wSj1y8yv333s+jn3mYVhQjy5zeoIfr21pvVWmSUtFsxozTivFgWNtSPJJxhhCOPaI4HmAp+8JIVAnCKK5dXNqfWNuKlht33nGa0IwjttZ7pLmNa1aVZpxkpGlKI/UgHwAAIABJREFUFPpcuXYNV3gUskQrgTSSdjNGCxj1RsRByPLSChPdKa5cuGZ7rYTlE/R2LX/WdRw6nTaffeRJ3vRFr0f6PqefeBojEu6/9y4uXr1GuxWxeKLL2uoy3dY0y9c3OXXHEe480QIytPAYjnYxJmBm/gg7OzlBFLOysQzSRRlDGAd0202QHp996DFc12W3PybPc4qiQGmF4/gUo4w8LfB9D2Ns3Fkbg9DGEsSMQRhVE9x0vTOpEBj8umxQCsOr7rmL1uwCO/1dXE8i3JDN7S2EMKysX+HAdJvXvfbNjMWQ//r+X2Amimm5LlG3gZAKZQS4msEoRToSraHRaNicvyN56PQZOq0229s7KKPxHJ/rG1u4rstEJ0S6LlpnIAUz3SZesEcVq8izkryybcbjUYrnePvuBVc4gKkB2hqwTAZjauinsNLFHlbS9yJeeO55Ot0GU1NT7O4agijGRRL6LcbpgLxKWV5eZWpqAt2H4Xhk3R31rtrICukZlAaNIvADgsDFCCsnOMIhH5cErj1RVJU9bYTNBscPH+CFMy/hum69c9XgKIxUCNdnvDvGdUOEsUEP1xM4XogWkBQZrbhBr9ezKa/dHkJAkiRWWkFhtEYZYcNFdS+bFC6qMgjHQVV2ARTGngbDwKPdbKFq1KmQBmEsR3gPWG7qMk3NHjDrhkspcn2kZ2+UQlqKmuvV0HVVV/jsrysv3/Vy7HTfZox59U3TvR8CHjDGnAAeqP8M8E+AE/Wv7wL+y//fD9b1cczzPBpRiFaCJM3ZHY5tf6Swd9JSCcZpSVFBkmT2Y6EoKyiVQHghxvHZGmSsD1J61y8htWJ24QC3nbwd13U5fPAQd991B3Gjw1te8xq++9u/2b7YVYBbBfT7YxuC2BmCluRJRZ4WDHcHNh1Ta1mOU1d9hLYnzPctHNoCoq1e57ru/mRUmYruVBvtGMZpguMEjEYZ8/PzhIFHGMbkClQl6Q1GoFy0I4jbMUWlyZOURhwz7I+YnJwEXdEMA1SVUaYJRZHRbXUJ3AChBYWqOHR0ngc//ikeffQZ0hLmZmbZ3u0TBjFCSqoS8jzFj+DUqxYpVM7uTp/ltT7rGzmjsYMfz3Du3DLjbIQ2JVEjZDRKGe2OaHcn2NzusbW1hSPsTqdICyYnp+0wBAcpbYPAaDSqde0EpetiR1Vh6sSZwCGMIvsGyHJc4SK0vel40sNowdL1SzzxxKe4ePEMccPB8+wvo2B7cxd/usMjT32Oxz93mmE24m1veTNO6FsSl+/SCBtMN6foTgQcPDiPcCRIgxHWm5tlGYOBLZp88xtfD5VmYrLB4uEut548jDERtqvPMC5TlAO90QAReAwyC0zpdtscXlxgZnaK+YVZJiY7tBoR6AqhKoQxNpGFPVnt7bSoh0ZoA0Jz+PBhZmcO0ApjupMTPPSZz3L/a1/HbtLD8SRRo8nhY0cptaE7OUGn08GNQ5QpcF3QldrfvDiOwPWhcjQZCkIHGXtI16EwCs9zEA4YaUjzEWeee46yyvdfy9KxHuwq0ZTDHCl9a/EzYIQmy0uMK3E8l1bcYHtzizIvaMYNyrwijBsoFGVpQzFpaj+WeYEymkorSlVZfb+wtDrX8wgjH8etK9PLDNeV+9qu0uVNnl0r3RQ1XD7LMjtAVMpq7nXhpeNad08YuQhhNeyiKPYbhF/u63+EvPDPgd+tf/+7wFff9PkPGns9CnSFEAt/708Swlb1AGmeEDYsLq/hOvsTzEILslzZX0WJ8HzysqBUFUmZI4ShKDK2ty2xSwQ+ZeEyOT9PJ2rwwgsvcPLU3Rw4dpz+IOdbvvWdtCbneO7sEqPKJ1CaQaHotKdoN5pIoMgr4jim3W6D69jkigOO55LmGaWq2E36yMAhUyVGaBAVrocFmJgCzxfEDd++YITGlRa2oStrjbl26TplYZtlY99DGoj9AKULGnHIYDBA6QI38PAbLo1WhDIVeVWSZQmNMKAqUibaDRxTw08MrF1fBzIkFcYoug0fz5H0+xVZqlAqQqgmtx45iilzrp7r0Z1o0pgKkcal1TXMH4oZDiqCIKAZtbh6bY2DB+aJPR8hBOtrW7jCRRWK0SghiDy00Kyvr3Ly1O3WFufFVKU9GZSl1XabzQZTU5Nobe1zUbNRD3TS/ROOUgrf98nKjEIVlKqg22nRimIoFZEbko8TAselKDKMqbjy0iV2dnbYXN+iKFS9S9xF64q8VLTbXcDqg2k2xPWt1/P4scN40iH0PaqqJM1TPvnZh/mC+45y6Pgs2hFsj8akZa822zvEs01kIJg80EXJIRPTDhvbPS5cWuLitRW2e33WtzbpDXtkurAD1skOk5NtZqe7tBoR3YkWce1Rdmu9UQhBIUrKvGB+aoYCyaA3ZP7AAktbm5QGXC8gLyoGg4H1QVcVcbvFxOwUd7/uPg4evoXbTt3G3MwU7XaDuNMkQzFME3CwIPfhEGWXQsJWhJaCIAzxfZ8qtwuR9AxxFNCImsgCRCUZDVLyNKMyFXmeWlRp6NcITsXq+iZIBy/w7U0NSAcJeZIzHqekSUGW2wFtoSs7bDWWNV2qykoUdSJPGwtD39uFVpWuB3Uu0khQVtqoKrtgWxuZXWCzIq9bPRwcx90fWt7s0pBSgtBUWuN4rzy0owE+JmxG8APGmN8A5owxqwDGmFUhxGz9tQeBpZu+93r9udX/rx8ujH0hREFMWRSUhWWexnGM0iVlqjC57UZqdNv7T4KU9gnRWjOoSqYaAY0goCwNZVJQehErVy7R6w2YXzzK2so6hdJUaB767DO8/cvfAdUI4yrK/ogXXjzH5qhPq9XCSRMC10Voy1xwpYdRhqzIkQgwkqpQtDoxeVXiOIKpqWl6vR5CGqQDrU6DJM+I/ID2ZNumfxzJrScPs7Ozw/ryDkbAeJyiNaQmx/NrALORbK9tMDMzg5CWxwsSx/fwtSBqOORJShj5dCZnMI6DKoDCoIGoaSi0YvaWaTZXEk59wRyXLmxw7OgBrlzZod8fUpYlRw4fZHenpFcmfPYzF/Ejm00fjj02tnKEM6LdbOH4tp327AuXacYxRZZxaPEAV69cR3guDd/j6G3H6A177PYGrKysIIWh1+uhS3sjkAZcYTGdw+GIIrWa62C3h6npT46UlLoExxB3WuBpfNcmii6du8Ith28hLSvG6xt4jkOaphyYO8Dy8gqq0FRSIbQ9kv71x/9v7rnnLpJkhNEOSZXbAVAmaLe6rK5dQ3ouL52/ZAczeY7Wpi7LdLl4YQe/pSnLjDjN6mGZQiFJ+0MOHD2AEILl0SqDniSKrH9UOJI0z+3HYcpglFv5Z5DWO6obDbhSSpqNkMALka7AcZugXKampqiEYXpyinPnn+PQkSM88eTjbPQ30APwpEPcaOCFAePxmMiLmJqaIk0TJg8ukKYjenrExPQEy2urKFPZwECeI909mL+D0Q6bG9sYBVVhveLtzgRJzah1HI/B1gBpXNuMbOzpznUdeqOUw8dmyYqcMs/Y2tnl4MICySglLwuG/RFlWeLH9n2apXl95K8XvELvt0BXwkotaEOeZSjXJfR80nrWswez11ozLiu0sF7jPaYC2tCI4lqqsTva/nBAXhZEMkBrQRRb/7vvSFJtrWWeG1CpfN8++nJe/9Cd7puMMfdipYPvFUK8+e/52v83w9vf+R8JIb5LCHFaCHE6TVMc4aIMhFGLMGphcBmOE8ajHO0IitrqU2UpjoaqKJlqtOk2WlBkNFwbd3Q9yIsxw2SI0H1UuknDLeltrjNIMmZnZrh48RJFmfDgJx9COB0m5xY5t93nX3z9uzCOpNfrked5HVEtqaoCV9pdrDGKKArQuiAKnJuM/gIncKgoEa59QlutFnHogbP3IhdUmWJnZ4ter8fC4iSLx+f4f5h7sxhb0/286/e+7zd/a65VVXseuk8P9jn2OY59ju14YLAwTgRSFIQScUGAXILgggsEt3CBQJAoQkgYlFiJ4osgJ7ZJohAiGZyYHA/Hp497PN2797xrXPNa3/wOXLyrqttghEjaUn9bpb21VHtX7VVrvd9/eJ7f03Udx7dGTG6MMQK61rBa+oNisy5ZXs7YrdaUiy3LiwVdVVPtCsADu9uuZjwZECYSIQ1xJNF1iGkUkpQwgtOTSx68MWWzuyTPBXkWsF5ccnF+hrENNw8FxuW0rWK+1JydLrFG4bTg4nzOp5+8ZLXakkS+iumP+tRtRZYFWKfZbbd8+sFj2kozHg0oioquMn7xJP1StK0brDXoxltAnfUISKzYczL8dXB8hFAhBufTFtB0tuPw5gHrzZLx4Rip8G6/oubp02cYszedOJ8mXZctP/2zP8voYEJjLBJNmgRMpje4ceMGSin6WX5tE5UyIFL+o+tawkRStw2j0QjrNFZqdGX28iJodx0XZ1s+eXRCVWeoMEGGfonVVg3rxQpd7SEynbcBX7XGcRxeMwy01ixXW9bFls1uTd00vP7mGwRJQGNbPvjofS5nK/7e3/0VJpOBd4spf4M6m8159PQ5TsB6vfRVdVOy22zYrnfcvfOQoi25e+8eWD/WcM6hW4Nu3B4so5lODq/xipODEevlxh/qMoTaYFrfndV1DUKircGGitHhkF1ZYKUhiCVf+6G3aLsKS0fX1IBFOsvFxYJq79DzWFKHUldzVLsfG/hlV5JGDAa9vRrCkUcJceA7QCkDrAAVhQjp3XfaOOq2pdUdTddS1hVlXe1tz/Ka2xDFwbVWumqvKmdN07VoYzCfC9T8oq5/rkrXOXey//1CCPF3gG8B50KIm/sq9yZwsf/0l8Ddz/31O8DJH/Fv/iLwiwAH06lTQULb+AG61pos7fn5TqD2v4fIIPDJoEcTApWgnaWcLWhFTioFjREkRtDPcupqR910ZEmKoyWLJEHneOedd5iOJ9y5e8zHj5/wX/zXf5mbhzGP3v2QX55dkIU5ZbPxh4WSdJ2h3x/SdQ3FtkGogKKq94AXLyzf7nbgYozxrbgzHUGo2BUrAhWTpBHnJ5cc3p2Q9Ya0rUbJiLNTT0UbHqY4aamqlqPjKYv5CqE1roJqVxGEgJL7xZxEKIcUgkCAto47d26zXnnB+eHhhMu9mkHYgK5paVuL0QHlquXFyx33797Fah9jvVhc0MtDeumU0NVUtUU3NVEvpmxq2qomNBLbgyQNaY2h3W2xncbUHU3t1QonJye0bUU+OCLLMpbLNc3+jeycI8kS8tGAXpZyeXmJXm4/W2ZYv7lWSqBth1SOg+mAG7fGzOdb4thnrO22NV3XYNr59Rt0uxY+wl1r0jimqkpQjv5wRFUUPnixKqhbRz9OsKYlzCJCKaibgq7TdHVHlARUjcAKkFKBC6/1ofUWIikQ+8pPCLg3NTy9nBOlCcZZNqsdgpC6LBFI+oPePrpmn8cXRTSNX/z4rDFHEoTsttV1Ba01LJdbvvHVt4jDCCc1p5czvvUnfpSvfe2H+c1//I+IXUDTaeIk5eDmhPl8ztnZBcY5xuMxZV2hnWfMvnj1kjCwbDYb+oMRd27f5nvf+x5G+8PnShmw2xWAd269enLKG288pCp3ZGkP2zkePhhSNjX5wQBtDFVZIpWfh04n4/1or+XjR0+gcwR7W/VuXdE2HdbyOZWABjw3wccg2WvuRKA+GycK6/xhLBXadF5/aw2Riui0JooShNBUZetxktIf3FprRoMhZe2fVykl8nNshWDPmjYYVLfngwTB/7Mq/AKuf+ZKVwiRCyH6V38Gfh54D/h14C/sP+0vAL+2//OvA/+28NdPAOurMcT/2+VwGNExvpHjAugc1KajNX4Wl0QhcegIlQFbM5vNePXqBWcnz2nrgtD52A/daKqmpGobJv2MsmiwCGY7RxcMePrpU9brird+8A2+8ZM/wT/8zf+Dx0++yzsffEBrK7S2lOUO/bnAy6sXQdVpDg+PiYKQW7f8Eua1t15HC0Ovn5EkEbpztI0jznuMjyYEUUZdNywuN6R5Rj8ccvb0kvXpCl1U5ElKnPmNalvXSOdompq68QJ4bUocXmYV73WE4+kIqywqUYgoYFvVvHp5RqO1DzQVdk/pDzC2YTDMCISk7RSffLpABH1enMx5frqgbDSTQZ84Vty6l1B3K3CSIPKSpDQKUVbSYenqjvWq9LIuF7CZr3ywpLM8e/bMC++lZLfZUGy3nosbKY5vHeOEV5aslwueP3+OrhvG0xFpnBAF3l6c9QPSQc5gPGS5XNG22kvTGr/QOTqaEscx8T5G3FrLbDkjHgaAA+PF/4SKIEpYryp2Rcdv//bvkoQBiVR8+uHHnDx/hms1221BEEdAgHXe4ppFMaH8jESXJBHvv/OY+w9fZ1cYOmPRugXRcv/1N+iMZbMusK2fQ7dVg7N7yEsUcDQ9IMuCa9raFV+g6zxVr201KvDoxabpCFVAEgtu3rlNIx2GiDdeu0MaKYRsOTo6omobDqY3AMlquyFMYt564yskUcT5+TnL+YKmqlmvlxxMh/QHEzrdsN4s+e477yDDwO8dgs8OvO12C/iRj9UOgwfqECqyYQ+VKmazBa61XgpYd16XPhmAEKxXJfXOEImYfj8nUDHreUnbdD6k9MoQYsz1cwBcP3ZlHOm0xlpNIOR+hBGghUEEis5216MEKT2C8uLiEiUhTSKSXNIbZDx87Q6t7rh9+wYqCNC2Q6Npu46266iqirppqMuOxoCVArPncH/R1z9PpXsM/J39IRQAv+yc+wdCiN8F/pYQ4i8Cz4F/c//5fx8vF3uEl4z9u/+fX8H5uOemEX4LrgRSOMLIV7na+mrm1t1bvHr23LeS2r9Ie72EJFCsdwVKSgwBsbIUrSEPU6pOcXBwSKRa8mHI4sULfumv/k+A5Hg04PT0FFuXZFHIYn7uZT04ZChJ84S20V5jG4RsNiuklJydviIIAh599MhvcYWgrSsw0OmGbd0SWsHiYuHh0aH3hb86OadtW68ZDCEbRV4+09Z09X7z2hpuHB5xfn5OlHotYX84YFftCAPBYj0nSXyVd3Z6ybA/YLPZYY0hjUJmizlp6tNVryQ/jXFIFTEc9jHG8KPfusMH755w92aPy4sFt26OOX9Z4sjo2hqpEqRxFLX222WtIVB0jZ99rbVGhQlKCnZlyWg0xAIqDQiDhPlshRQRzsH5+QypIAglg15KGMd+2YnFBQJTG4RSREkf5zzXtNqU3L59g9nMO4natmA2W5BlCSrwVVpnjKe6KcVwmlOUW7q6I096nlJXOG7empKlXyXM+8R5yr0H99hsVsRxvF9QCpzzSEmf9tvSWUev16OoG8rCH6Lr3SXHD1MuHvnKPYwHLLeWWzfHtMZy+mpBU/jttxB7Da2WNF1LGMQksaNsNbrpyPL0OsnYV2EKJ+Dhg1ust2uMi1FaE4QBz55+wrd+6BssdzseP3rJycU5Wb/HcrNkPvfVfm06Vpst6+3WdxUC1us1KpQMXMLlbMF2vfM3kdTrWjvk3qwhcdoinafyJWlMnqc4JF3bojvHoD/mO9/5LnEQ+66hrknznDj2+uOmaSg2BdVmh93fcAB6fW8zbhqvCXb70MPPQ3eM8ZVmXV9lmUmyOMMHE3uJndw74eq6vbb1SuGxmdODEUEgGU1HWGtYzNecX8zoD/u8fHXGw9fu8erlGV3n33NOG7r2Mwkn4NMopJeqfdHXP/Oh65x7DHz9j3h8DvzcH/G4A/79/79fpy0qnDbEWUhZlvT7OcIKD45pO1rbYvYR3INBstf97cPvXIfCcef2EfP5nGwPTtl2NYExxKbmkyctKuxx8/Yt3n/3XW89XpUMh0Mmo5TVyr8woyxFa3MdJumUQ9uONAhptGYwGrDatjTN3vTQtrTG+jtzKGk3LbqznL9aIKXysSHSUVd+xqQCAcIynR6zW28RVrKalTjtCOKA6SiiqWoG/YzdtkEGisViwfR4yny+9NlXTiBFQBSFLFZLsiT36g+p6Pcladzj9PyCfi9luyu9JlIE3L7TIUXEu++8ZDHf0DaOtoEodsSR18qqUNJ1Dc4JrNWkvRztNEa3hGFM2zbcOj4iwOGsIQ4jiqL2cr9Jxmq7IUu9I06pgOn0wIOsBxHb7Y5itUZKSVFUKBkyOBixW29YL5b7A7YlTiPOzy8JAom12qtJpOLyYrXXahroPMC6CR3r2RIhIM8ziqogCiRf/REvEQzDkMV8BVifbLGne8lAUXU19+/dYbvdcvPGlE8/eozYy8dU5O2kKvaLLldKrKkJVUSWJdgoQgdwebJCOhiOBmzWW8K9TfbqTT0Y5hhnyaRA74HbXauvHWzGGJI05vxidt1dVfWOdlMTBzknswVOBFijkGEPvTmnn+f00oxdVWK3G+arhV8IaYNAUFQFYRiyWW05GI2oS29k6VqDMS1KhjRdg9mnBl/dKGQ/YDAZE6sAEUq2qw3rYI1tDOPjA5qq2luQJwjw+wDjWC92xGFIkvjnzCM9JUoGKBXuk7o/GyV9BiMPqaqGq5XP0eGIOA6xzkeqO+ufD+EcCkcSeSC+CASdEYwPxjx7eoIstmwWBXfu32E2W2Cc4d7927x4/tlUs9/PKYoKF3pC/ud5C9b+YRDWF3V9qR1puP1Qu6kQ1jHIE9qqxOgaKQxCWfpZRK/fJ89T2qqkFytCCdK1PvZcNGw3C7Sp2Ox2mFJz6/g1RtMb0AV87a3XiZWkl475sW/+Sb76Iz9Cf5hTNx3zdcHk9g2iMKYqKpTwuU/DyQitO+7cv4vYt0gehuJ/ldsdaENoLW1ZUBZbCDzKzgr8HbrsaCuHDAPSvtehJmHCbDanrGuKoiCSijBSBFJSbhuWqx1laVFBwOxiRlNr2qpjMBpSVx3VziMmu64jz3OQjq7RqFCy3XacXs6QQcB8uSNMYnpZgm5KPn3UIkXEYNDnYDLg6HCEcLBYNazmBdZqYuWpbMJBliXopibPU6SEJAk4OBjz/MVTVtsdF2fnKASjfg/TNr5lbiyz2QKt/dKk6Womh31Wqy2z8xld3VHtGuq2pdGdB/1IQT7ooVsPOkl7uY9ot1BsCnabLV1ZY5oaaQQhMeAI4ojdeuPVHkFItWlodg2H0xs8vHefuu549NHHvPud7/DRRx9wcXHmny/82GjYG/LpJ0/ZrEuePHlGEMUI61UWf+bn/0WiNCEJI1QYkPdicAECSz7KOb1cUpUt01sTdLuP+ZaWui73YZGe6XB6ckGxq7FG0LU+yDFJvQPKGEMUK5wz1LVmMBhRFB4w8+LTZzy4dYs4TGjrgk8+/JDV6ox8MNzf/LxkzEnB8fSQMFIgLUI5eoOc0TgjTTNenZzs5+oC01l0a31EOwqzB+wEkSKMA29htpZNseP85SlaW95/5wPGBxPml5dsVzuCWCJEx+XZJQpFvaqubcefb/+7fSuvAq5vQFejhasZbrtPXrl6PAxDHGZvz42w+5+TcQKUxEmBdpYkS5AyYLspuXnzJpPxIaPDIecn59w4nEJnWMzm9PKE46MDRqMe6/Ua0OD8PFlI311rba+/jy/6+lIfusb6tihUic/N0obJsEcgJEVR0LUtl7MV2/WOumyoO01tDFmeoCLFrl7jAocWmjDOaIymlY5qdUY9O6NqOh6/eEUQgnO+ig2RvP7G24xGEb0spyoqLuaLfUy0ZDlfesh2UXjnUCRxSlJV3o5oDeACjBYYp65TTPX/zdgSSIsSBtdpmp3f4G7LLdWupS066kqjjeO1h1/xrV/VYjpNIBVV0TI5OGQ6nXI5X7I8X2KRJFkPKSXj8YQsSZAIxtMBAIPBiDSLGQ/7DEc5dVNi0JSFP1Tf//Dl3m5tmM2WfOPHR2jdcrnTjKcHlG2HxTt72tZ6B97eFtuUDevZiuPJlK4pkYHi7t27LBYLnBQEIkJZRRpmRDIijxKUCHj1/II0yXn9jbeYHk/JBzlhpOj1Mpqm9VlZnlFNFIXoprmOPK+1JunnVLr1BC4FWrcoFWDqligIca2mK9v944rnT5/xMz/5LyCl41/6V36OwbjPV3/ga14uFIQgvbb35csTBuOBzw4Tnv96hdX8337rt7BdyVs/cIeu7DyrIfCLtu3llmI9ZzTu+4VYPybIIEx8DtmVpPHzQJiruaWzPjsvDEO/WGrM9YH87OlLL/0zHcODKctVzTvf/4CPnnxKKyEbj1nuVmy7EkLFzdt3ODqYMBoNuHd8yI997WsILPfv3UFKyWK+IQ5zL3e0et+yK5yzWNsRBAIVBSR5igokbd1w+vyE1eXSg7618eafoiHEH8rDbMDqYkWIZHG+xFm8WQeurcdXIwTnBLpzf0jieWUX1lr/IZoYQFkU7LYl203hAyaNYLOr6fUyjHFo7Rfr2naoIODkbEZNzZNnT4njlOPjQ56dvCTMEj9ywxHE4lpLPJ4eUNf1Xr7W7a2/liQN/1h4ul/qQzcMFcNBzGioGPQj+r0YZzSBgmE/Q1hBmuSsyxJjJYKQ7abh+cmS+aamaKCXZlRV41tja9D4w6NoanblmjQSfgnCPqxv70//wR/6Me49uIftOnr9Pv1hj+VySVU1rJZbfvLHv8lytuDi1Tlu79u+anuCIEBG8V5s7TGBVy40azVBIPeLE4PbU6wCERAQIay41qYGQcDjx4+9ky0OiOIAYzvyXsxyNacoNyhh95BzRV1u2e12iECS93sIAV3XIgTstiW4ACliqm2DrRWRzLEiBpfQS3vU9cK7xVTI998vSNKQMEiZz7YcHx5h95E1zlhfHe06Aq0QGupasy5qoixFJQGfPn2Ck3tWcO1vSGJvADk7uwCrMV1DW7U8fvwUoxXW+HDCLMuIlWA4GTK/WBAJRdd0bLc7njx6zHa7I1QRReEB2N5Gy/UyquvM3k3kXUifEalC4sCwnM+RQYAxHda19Hq9vc7aMhqNODw8pqn8Qss4x9fefp2yqch7GTjJ3dfu8vzVgrPLFb2wR6o8aN03wfTwAAAgAElEQVTzkSVhkBCKiDiL2VxWoMW+6vaaVqVCf/Bou8cOStpWe7NP2yIkZHmMVI68FzEcJ4xHOeeXM7LRgEt7yUUx5+Nnj1CZQghFmqYEKqJsGy4Xlyw3W1AByXDMstzxxluv88nHTzBagRWURU2kAvr9PkEoSbOYUEZIp7DWW4aF9C23QGKNYLdqOD2ZY7qGzbpgtVhgZMvkeAjKV7TbbYHuDP1Bzx9kxhIF6nrJecUTFg7iMLquaK/eN5//uBq1DPKMOArIs4Q8S8iSgKPpiHyQ0huk/qachKxXJYe3jrj/4DZJFvPw4X3auuF8Nud4MmV+MWcwThneyNnpEi0Mw8mQkxdnxHlEFAU8+MpNhPBV92AYf2ltwH9sl3OWKAZcx3J1uWcoNEjlkWtluUEqvzRRgaHWJUnPu7zqqkV3Am2Ft/XVXhUgtE+ZVTLi6GCEVJYsySlNS93VdNYfhuv1lvW2ZTiYcDAZsp4tGPUHOCsodxW/++3vstsU1xtYnLxuh/JBH2f34u490PrKxx0EkYcrywBkgEWiLbCPEAGuheGfT7jouo449oL3tvLttG0sQjuUUBxNDz3xSSiadcHs9OL6769WK4qiZLvc8fLFyZ6BUNLpgjRxZLmkaQMuLzRZP9rfeCJkEIH08dnL5ZJICtqyQAlHJAV1VVxXSs5540kaOaSz5LmP+zbGeEKYc5RFzabYEUYRXWtpG8N8viCKInbFiv4gRwjFxcXcM1Uvl6gwpDV+Zn94MGUyGtOLU/p5ggIP93bQmfY6ZcHpDoW61mRqbQlliGk7nq0uaZqKX/vbv8pstuC9995DSUme5xRFgZSS+XKFc4Y4DtGmJUhypBOsNlvyXsrTR68wdcvD1+4xL7doEfKf/Mf/Efk4Juj3sJ0H1o+nQ27d8bPrpmn2rwPHYJju7aaSq/yxq+81iiLCIEIlASIQOGVBOZqmojfMiKKA2ITc7h/xI299nfuTOzx98ZRnz1/y/vsf8erVCevNhk5rdtuS5WrFcDhEGknX1rR1A8B4PCaIEh4+eJ0wyFhfFpTbxqcVa4tr7X7xakF22M4nE7/xlbuUTcWthwdMbgxIejGt6XjvO99nPS/3CgJHuSt9rHuSoPe6WyXwLASFZ0RjrufrV1mDR8cHe72uurb+atMQRCFhGHz2M3UGo/a5bXFMnPnu9snzZ4hIsN2WnJ6eE6cJRzcOWSxWHB6Ouf36bZwzlNsdN24e8vKlzyA8PDzg7sMbHsyTePmeilOmh+Mv/Fz7UqMdjbUsFwVCGvppdp0y0DaaupnTH2REsULJFhk58jjEdJaqKsl7KUSWTWOIgeF4Qts1DPIYRYOKoKoKDg4OeHq5AevbnrKsMdpvdKPI4MKcttr4A9Q0KOFQQbD/3BIpQzrrvy+MRghF01SeQeq8pTcIJOv1Fr+08WJyicA5z5UwxqCiEKk/y26KE0VTf26e5PyNJI68eF6o8ForbEznKwxtuXnzNrumoB/FbNcbyqJEuRChJdp4JUQQJYhAEGrpxyDS0etnFIXhclaQpglf/8EpEoVSgn/8O5+gRHidhqCE56umWegjrztDuEcF9vMhu/Ul6/Vmr12VJGFCK/3BGQoJzrFZeTlSEEgGvYSyqa/fUJ4M5zC112x6S2eHtWaf1hpSFSVJmuCMY73eIlzg5WkqRJsO17aE0lfPSK+rTvKMYLXk4f0HDAYDPnj/ewyHQ5IwpWsMxWbNwdEh1gmKsqEsGyIp+fT7HyOFZyJUZcPkRo/J4QQrO+4c3+K3X37Ef/uX/gqHtw8wWvLkyQvG4yHltmQ5L8nymDiJKHYlIpDXUO2rg1drSxh6gM9oPEQEnirmdIPch3QmSch2vuT08oSPnnxCXbd842vfYnp8yK3Dm3xavsLpivVut4+4X9M1DWEcMzrISHO4++AQ2oDFYsOzR0947bXXeOfb79DuF3hREHgiWuhn95EKMF2LtL42e/2NOwBkvRSlHG2r2S0sZdEQxynWdWzWrU956OXsdjsGoyG73Q4lJIQK2UjiNCQwPiJ+OBwyu5wznvS4vFiRJAEqkFRlDdYxGPYJpNe9u/0IQoUeEuUwJP2U3XqHtsbbmuuaKIlJtKZ/7GliTz96yuRwRDqMqaqCttUkcc7ZqwXD8YDtqoQQ5rMl+agHBqIwRinBYDIBnnyh59qXutJl79ZpG4tUMdoIFosdnXY4K2k6WKzWnC9mLHfe/x6nPuwOQNqOOPD2Xt02tFWNCCWd6LCmJYkl67XfcLddTdXUFHWFNi3r9dJHxAQBZ7MF2oGTIXXXok2NblqGvT7GdIRSIeyVns+iAkeWR8hQ4oSmrHYEIURxAM7Qyz9zHen97JJ9hIsV0BpNXbfXrc2VflM32vvKlQKr90sJT+8ybcOo32OzmmPKit1yzc3bN/FZV4rpdOKXdXslgG47ICDOYlQQsN3t9hlTkixJePFqyelsxSdPLhmkiigKAEscBQggiUNCFSCFX7J0Xcf0cMJ8tuT8/IIgCMjzlLfeeoO2qfZAauNjYfb/dyEEB0djil3DbtmwPN+ynq3pys6L6YNgLxnsGAyG13bc7a5CW+vh73W71y632D0iUTr/svaCGYtUFiu0Z3h0HSqUXoAvBcvVhs4ZmrbjYHqEULGvNkPfDidRjO4cSgUMxkOapqPe1jx+/zl663j27NmeiezYbdZsFwvSJEPJhOWsQASK3aZku9kRJxEYR9dqwkBdy8SiKLqeYdZVQ7mpWF+uvZ7ceJj/W6+9SW9wQHowJuoNefvr3+CffPfb/PKv/gqNsazXa7bbLa8/eMiol3J8MEVKwGq264rh4IAozNhVNV95+y2Obt/k8nLJZu1jaZq6RXcGrS3ShV5f3FqiIKB1BmMctanZdA2mFTx/PKNYGwIV0RQlUjh06yv6NI2paq+wqbvah7M679ocTgckScLh4SFBEDAY9xgM+zTaFxgiCvbjII2R0B/kDI8GqDQgiAK01R7r2lT71I4ELQxVWxDFkuGkx267REhH01Y8/ei51whn/oC3HawudtfvgzTzX+/V01O2qy2biy1pz9+4VaIg/ZI50v64L2sdTdNijGW2WPq8+zSh7cweAJ4gAktnHIFKEPtcqaZrES6hbTX9qE8c9viFP/WnKbqGPOlzY5ryD/7er1BsluBCwsAgrEN33v/dGY0UfjmzW6+YjKds1gvKYkuv16NpW5JhwtF0Sveyo9pVOGf93MppwiihtS1OWNyeanQVIS+k4+BwQlEUPmYbh7OfRUJjrccZ4l8MVV2QpXsXk/UsiiT1N5Uw9LlavSwnDhQKyAd91ssNaZ5y/uqENIqv6WdRJLHWkKfxntngEMbihCBLU5qmJYgier2M5y9P6Ocp2sJ4OKCuNMaC7gwy8GAfs99KG+srZWtbtHWESnlZnNacnJyRpCkqDEjz1MekFA3CCg/E2Wz3iEbLblcinbf9SsfetWURUlLtKtJBxm6zwTnpgwjzjNVihXOCNE2vubRXS5m2bT1/2Rny4YBGV9hWc/b8hFevXvC93/9dbt15kzDOsPgbnOlq2rLCOYPcV+84vZesxSRxiG4NDx7cwzhFrR1t4fkXUaAoi4au7tisCmxn6Q0GNFKQwHXywTWsqemul2pXG/6rG+3VnLOuNZ11TG/e5rvvfweZ+J/P//4bv0E+GnPrzm1OTy9wzvDG22+xWm5IshRjOrIsIUxSwlCx2RTkWZ8oCfn444+JREQc+6Xdbuut41f6Wr9gStC2I05TpA3oDXveBFNbVosVcv+50d5MUdeeQdHv50gl6FxLb5ATJwFNA1maX+f19ScD1rMNURpQtw2t1iAs6SQmShPf8YQKOkdvGLFrdmCcX6hbjQwUk+NDj26UgjiMGE4GfhwhoD/usV0XnD2fo6RAJn6Mc3k55+zpBZKA1miSLKQsOoR0dLuOe2/e4sknJ4xvZNx4fYw1HZcXxRd+rn25K12gax3W+JazKAp0o0nCgEBI0jhEOMlqWxDEOadnKxZLg7EZdQtFY/mpb/0UKjnkf/5ffoP333vBb/7TP+DX/v5vU4m3Eb23UfkhVdlgWgiFJJQCt7cPms6iopg0TQmV4ObxEVq31GWHaTtOz84QSuIw3sUkLIc3DhFAiAcqd40mDmKasmHQzwnDgIuLc/I8Ic28YDyU4T7kzydRSOHbqTSL6ec9zxNIQsJI7U0ArRdv76ukqqpwwtPzm8bLxeq6RlrAGOIoYr1agRVEQYwSAWEQQxyijSAMYpzucNqgrN9W/9Q33+LO7SHGWJbbkjCOGI0GWOuXG2EUMZ1OkVIyOejtbaM7wPL6Ww+9GmNTXcuXuq4jShNkGBJGEVk/86L6stvPW7WXYX3O8mmtRYYBB3fGNE2Hbj0fuTfIyHuJD0/06UnexWQtdu+jbxvt3WjW0hrrtZhaEOYZg8mYr379G/zoN76J61p0s6PaLklDhUiussh8Qm8WBKx2JffvHbItiutYmGJb8vzJ0+uvIRH0hgOmtybkg5wki2nblsXlHN10FLuSrrXXyzKPuHTEUXh9wF5Zo1UgiWJFlsfXFfDR8Zg/92f/PKJtePH0GeORH2XEYcrsckEW91jO5sShYLeriXsxw8kIR8ut28foziKtYzyYcjgce4RmpQkjv0zTzlK1DUiFNY626Si2JU3XghOcP1+yXVVs1lu4yky7ihraz2XzPOPWgxvcffMmb/6JN8knGWfPLxgdjDi7nHFxuvSjhiikqAvyUY/TZ+cc3ZmgG81kOmG7WhMEV+8Dx+H9oz2oKaexNVEWYPEdnpPOa58TTwW7umFVRcluWRCIgMntAf1+zuXpjJffP2N6a8To1oCXj88I4ojNZkd/0sMI/xq698YxaZqSxglBGJP1oy/8TPtSH7rOQdfCZDjB2ICmkRSNB1NonLf1TsccTabMZ0ukCmlaDwqp2xZt/Ay1qEqasuLJkyfsFuds5mtcJLj31gNenpao7BgZCLJ+htHOt3sonBMURUWa9omSnPlsRRIm5HGEMBDJENsYkAFRIHFCsFqtePDgHmBxnV8a1G2LFZYgiHCtIyQkUjFmn2pqMH4UIS2d9WYGr/1UCBngrEBbj5q7WrypMPLg6/1ioqxaFqsFao+8U8IvZZRSSAST0ZiuM0h8N6BEgBLOR6Ovd5Rl66NbVICUIe99cILuEozRpGlKkvgF4PRwSH+QIUOFES1HtwdMpglKOYIgwmhYzrfX0q4w3FPP8oyyLGk3DbGKaKsWYzqEUFRlfY3Vu6JNXYFgTOsDBL/6rTcRkSQb7EXyVUtb7d1IrZf5qM+l16rAkeQJYPdULP9vxmHArtySDjKEEty+ewttHK2FsquwnSXPc5QMcBYe3L3Bv/qz36LRgsE4AaWp247ZYnlt2UX60dLF7JLtpvbR5JXh4PDwegnadeYarCKEIB9mRHmMjNW1KSAMw70KIcQagdEQqBBpFU9OTviv/sf/gWezGSLJqE2DbkqePPqUH3jrDUQguPfwAWdnM0aHQ6QMOTg44LWHX+HVq1c4A6vNjt1uR7M3P4zHQ5q6ZbvZkAQh0ghMra9venk/o641dWG8Q23Ptr7qJMIgIu3FPHjjBjceTBjfzIhzyYfvPObi5QlZENAb53z63jMiJXnjq18hiWJOP33FvYc3CIQkCiVCSPI8JYyD66SG0XiASiO2ux2thvP5CitDtpuKzjpU5M1SzjlUGFHXFilDLi8XWCuodg1BYtiu1izma6Io4uEP3+LW/ZugOwIhKdcFBzeGjA+GxFlI3XYEkSIIY2bzNbvdzu8EvuDrSz1eEPsMpHVRIWRC3XbEMqSoLXHs0xWePHpJNhgyPb7B+mKJ1q3fZjcNQRDS6YQ/96//abquRbeauttRaUceRFip2ZYVKlLcOrzHtt5yYxxwfOMQ3XacXJwz61oW6xUEKQfHfZ/0ay9o2xbbWlQU0o9zmqpCqJByU/H7v/MHwGepwioQ3H/rNV48fkZb+monCHyLc3VXh6uW0iKl8rCQfQy2wxGEAW3X+d7bCVqtiUOF2bu/JAq1l7r42XaCbjvSPENrzWy+9FbqEBIUWjesFi1f+cE7zM7OfYuPJB+k4BxxHNG0FTeP/cFRFe31Nnm1WfpkhdZiAknUS7j34Iiz00s2m5Jer0ena6aHI3a7EhV5BkIWJ8SDhNt377O+uODs7IwoDtFaXltgnZPXyg0v4YNExTx67wkyDjFG4FoNzmHNZ+muSZJeRx/ZyMuSAiHp9s+fdxp5RcNyuebpoxc8f/6C+/fvY2xD1+yodpZHT5/5A3wfD/Tm17/Jb/2jX+cv/nv/Dn/1l3+RNE3ZbJYo5cjS3EuqnESGHb1exvx0i1KCsthiO78UvRL4+xY88LlrlbcHd60HZff7feI4Zrfdem2o8yjDm7dvEvcC3nztdZ4/+oA33/5hLi8u+Nd+7uf5W7/6qyzXG959913e/urbfPjeu/zAD32F0fAA4yxPHz/Bdpo33/gBTk5OwBoef/CY0dGAzWwHeNXGerlBKYeQjn4v59YbU6QMePTBU0IZ0jR+dCBxqCzkaDIhGUQMh0MfLeQcZ++9IE4hUh2maxn3Rkynh7QVBDJkOB1yeXbJ5HBMUVQIFTFbzJncOyQMA2rTcSNMKaOa49ePqXcNb9w7ZrXYeu6FUCRhRBm3iEAxGPUpy5rNZnM9stlsNuRpj/nlgqwfcevBHS7OT9ksa0KpePl0wW7d0BrLwd0BWd5Ha83LlydMb4+9IqqorzXFurUsXy6+8HPtS13pghed162mMxoVBnStodN7mUgcY4SibQxSBAgC0ihC7iHHo16Px0++T9VUFF1L7TrCMCYNA6quoNWWPJZsV1u07tCVJh8M2RWGTdGS98YMh2OEdVjj0XFBGHN0fMzt27e9qD4OUFdVsjFYsachCQV4AljXaD753iPawoAzdHbv1ZefOXKuDkuMJUu8ftFZgZIhKowx2hHIkCzJvVUyDAmVD+NLk4QoFCRRTNMaEAFdpwmCEKt9Mq3ay5P8XBZaY8nzAxaXM8Du3WWOMACpLEbX1GVFVe7YrLx/XylF17SM+2PSKPRAaW1Yr9cUxRYpA7IsAyeIQi9ET7KYg6NDNqsd1giqouTs6RNOT8/pOkPVeKh0XdeYvfzMGIdKQqY3j1BRQFEUjKdDD+gpGtrW4IQg6Wekg5yj2zf2Bgjh7aLaP5dt24KSe/WDRYoEiePu3bsMJn36/T4yUGzXOwTspUex1/6GikBJfu3X/jbnG81//1d+kUAnBFkC1mGNoizLvUnE8Jf/8/+SWMbcunVEnuccTEfXc86ratc5x3Q68YumfaTM1YfXMVsm0wGTwx55HHJ0OKDZrlHOsD254M7N17h17xYvZ3P+4W/+Fr3BmMlwxJ27Nzk9e0mQ+rHU/PKMT7//fY6Pjzi8ceQJa4DRML45JQ5iBuMBN+8feuSo9DeltKd4+PX73Lx9i2efPMO27hrOPhj3UJHACUs2Sjg9PeXF81OUiNisdyjjKLc15+fnyFBSrLasLi8Z9jPWiy2r+Zo0jXn1/ITBQY+XT155MA4+MeX41pT5fEVvkHm4/qRHEDqiWNLuAwlevbxgVzf0RjnPn79kud2QpqkfbW1LAhXx6uQEB0yOx7x8/oqmNty6e0Q2SOn3ItDecJXlfZRSJFlM1kv9rmZvvlFSslttvQt2mn3hp9qXutJ1znF0PGY2X3oLqnAEcUzXNFxcXCKdRCnojCVWAdq01G1DuncAbauS1bJjtV1xlSC67SxhIJEqJrCWo+mUXVkzPpgi9mGC212xTziVDHtjbt25xz/5rd/j7TsPaLcbsizj7OwZdbNmsyivpV1CKH+gA50xBMI7mXTXXS/VpAwQnQEF2lnvc0deL4CyQZ/dtty32gJrubYmSimoqgq4ihzxkSu7osBhyPMc5xzSSYRR2MDrma11ZJm3RFurabTBCgVhRa8XkIQZbWvJeoq871guCiYHPazZst76iHhtDePxkLyXst1VhNYRJxlKOZyRtI2XyzmrGU0GDPo9nn76ElzA7PSSVnsjSNJLWRcVVkBnDYmNUDLAGt/WX7EzpPPowXTg58V+Pt76zkBbGt2hrSVKY3bLBVbs42463572erlfDFpB3baMxmNsa2hqzdGNIaPRCCkDpEgYjqZkiRfCn54tMTh2ZYVzjjuTIat1TRVsyEKDdI63f2jMJx/ucGj+zL/xZ/mlX/ol/sP/7D/l4DD1yyZjEMLxta8/4Onjc8qyQwh/+J6dnV0fxOv1GqX8Id80HUJCkkdMDgf86Nd+lDiOma2WqEDw7UffI097/Nrf/V9RKJquZjlfcePGEWVZkMQ5Ru+4PLukqVvaVvPuu+8ipSLNM4ptyZ17t8ml5cWnpwjppXa9Xo961/HNP/l1gn7A7//T7/GzP/ezvPaVN/j0o0cAxFlCHMcMBgO22y1KBBz0DlhvVzx/9IjX3n6b8yczAiFpmo7ppM9iviHIY2xR44xmdb7gwdcesF6vSbOY3kFKsSpIR9Ee8G4pmg1B7dhtasQAqlZTF15G2LUGGfsZ8nrrn2PXtNgoZr3ZEEgfg3VwcLDPGPyMEXz29Bwin3vXNtrHFaHR2lAsK6IkotjufFfYdoRJzJ0Hd1nOV38s7IUv9aELsJ5vEU5eW3VNW7HdehF7ECX89Dd+kA8ePeOwn3MiBMM0wSEpi5Kbt46ZXX7C7/+1J0RBggwUVjr6BwdoZ2lyx2y75aCf0G13ftPfaZpKMxqE4ARaKXTVIoTjxcWM195+k2C34/jWa4ynd8AUfP+9D5htNnsHWId0HuSBM1inMU4j8ByAq4pRCIGwdn/j+IxsVO0PfC8At1irsR2Mxj1Wy5J4H/sehiFRoEgCRdU2ZL0hq9WaJEqJw2g/t43ojJeWyUB5SpTRBHGENoZBllNul4jcIwjrxgf+ISI224qmMkipGAxHrJc78iRls6u87bltQWlCQrquwVqw1iMJl+sVYRwThwIROJrWYoE4Vgizr+pbg+0sndU44eeFZdFgrQAHQRyC09SFx1nu2p1XEyjB4MaIYltyMB0zn60Z5D3ml3NkCGVZMB6P2e2KPYMioxenzBeXJL0h73zwe3zvD75N3utzMD0iigKqCrb1Dikir/KQCoGiLioevv4VPnz/A/78v/Uf8Df/5l9jtTthenCEkJrJeMgv/42/ju00KEnXQpJErFclN28PefViQZwoHArdquuooa7zHNg4jvfOOV9Q3Lt3hyCQbMo13//wY5ySCOc3hQeHUx4/ecZ4OOLVqzPu37/LeNLj7Oxs73qUCCspKj8aidIAFSnKouXy2aXn/65rqsZr2Pv9PrPLBdtNwc/8wo/zyccf8zC+zXQ4Zj33LkAV+I6y61qUSGi7ilD5rDqrHFmSs7xcUa23hKHCGIgiRSAVddexW/tFnAp8csarj8+59+YRr06WHB4fsN2PBsAvrqfTCVXVUGxLRqM+tfE2+65ukDLAWcP06IiLiwvCOKLXG3BxPufe3ZssVzsODsY8fvSUKAyJSJiMDthsF6heSrHzN9E48WOedr+UTXrxXj4pccYrkFQgcHvW75cN7fjHfvnUAIu0hq7zbY4WHkp8596Ep4/O+D9/9/cYD8ZkvRGhcAgR0LUth6Nj7j14nQ+/8x1u24zcAi3otiFqK+I45PTVnE+6gvH9r7CYL1kpw7qtqSrH7RtjrDUkaYSoJV9922/kWazQwv8gjDH00gk/+TP/Mo8efx+QrLfFtVRJm5aLs3Nk7CvBKIrYVTWoAGv9jDGKouvK6MqjfuVsC8TepSYsu/UOiSUIfDuVJjn/zV/67xBxzPFQsV1veP7x+7z68IyGBtlP+ZEf/yZ5nnD65BmT4QFxklNaX3VLFMayR+n5hZ42DhVcbaYlSewXWWkQcXZyzsd/8Ac8+uAjLi8vOW8LDnojCt2iG4sTmjzvg5QsLi65fesIU1do4yjbDqlgW1YMh0NCQtqq3tPg/MjH7EE4nekwnaUVXqJV1hptWiYTrzNebTbsNgXTyYjNYufji+YLsl7mtcK3b7Cczzi4ccjlyTkqDCh2JVhH3Bl++id+is60DAYDfufbv816XbJebxlMxlStz+WSKqbclcRK8dFHH5H3B/zCz/8p/vrf+CW2m5D+MKTrHHfvTDmeRpyen7HebPcA7oggbNhtG8Iw5M7dO7z/3vcxpiOKov1cPPBLzc9L25QiiANmsxnGaW7fu8N6vd4vRS1VuSONE87PLxgfjBgOIs4vCzyJy1zbiK+0yUkSs5ytvBInlFhtuTi9IAwV221BuS0J0pAf++YPo7WmmFXoG44kyehlOafzC7K0RxBKcJKmqiGWJP0MESgm2YilXhFFCRfnl6RpSrkriKMEbSDNFevFFm0FR7enXJ7MscpzpceTHtvNBoRgs/GKlyv7fSAVN25PsE4jjEU6B0Zh97b52WxJGMYMBjmL2ZIoiri8nHN8fMjT/4u5Nw+yLLvrOz/n3PXtS2a+XGrPWrqru9XdUi9CQgghBEhILMY2aAwMtgDP4AkxJuwYOxwTM+EI/+EIG4IAYhaMPYABMUhCWDva1fSm3vel9sqq3F++/e73njN/nPuymrGNPXZPRN+Ijqq6/ary5cv3zvmd3+/7/XwvXaZIpaHwyYRKzWNhscfB/gDbkSRxdpi1JoWLFJIojKh4PllmtPG+LxFSEMwipC3+A9k2//XXW3rRRYC2FWhDpS+0i7BNX5C0ZyQik5x3vuM40XhIlgdUq1XqvmEcpAk0uj5qUzBOA7TIcRdspqMxRWThoHCFzfZ4QLNWw3U11VyTkpjhGRo90biezUqryfbeHl61YqRreYoQDp7yuO+BO2i0Oly9dhOVJoymEywlsXwbv1KGKyZjbM/FiiKE1OSFxvV0Gc5o+oImnj3BcTw85VDkM9bPHaPhdTh5+hh7/REHg+KdBBYAACAASURBVF36Wwc02lX+9b/6P2l02vytn/oYnfYidz74Xs4/KHnt0mVsBGFiWhTttdsQRLx8YYM7772POJoi0QilKIoM2zGyGMs2ihHQCCmJU4P3mxbgLy5y7wc+wN3vf/+hNbngVpy11trIzrRhWViexlI5116+yL/+v36HeqXNpAhJowLL83E8M+hK0ghhge95ZSacKklcUBQhtuuAgt2tfQpd0Ox0DKs1yQmC0GwO7vz5C3a3d9FIpsMZjU6X2WiM0gKQSMshzTLCKKDV6aC1wLYsjh5ZxbJ94t1dcqVwbIHlWJw4chzSiEwr/vtf/O/IwphGu8ZsEFOpeFy6eAVh2WSpkSvV6j6WK6g2DBwnTXMuvH6lnPhr4shYcI2e2CQszOlalhT0+ybWvd3sGNu16zIcDpG24Ee+//186otfMAGZ4ZQ47TANp1iWSzgLKVLTx9aF+fcTN6W70CIOYuI0o9ZsEEwC3EaNlWaD/YM+p86cMFE7Za4f2mF4MOL4iTV2dnZwHAvLtfGANI3QcY52XIbjkKTi02q2GfWnxEGKbbtkhaKI48PhZnt5gYOdA7Yvb9E7vUgeZezvjQxRrVElyWIAGo1WeYxXpdHHOBELpajXakSzkYmRTzVZktLstdjfP8CxbJyqzfvuu5/Pf+mbnLvrHJdfvU6e5ASjCcVyF13A2toau7u7zGYBtg2W5RjWRi5pNusEQUSapUgkaZrhOJIkyXFdB99/8yVj4v+P8vnNuhYX2/pv/jc/SKJSUmUqwTjJufbyGNKcWnsJWa3ScTVHTywTRxPCUruZpJLj6+e4duEVRv0RaVagNeTCLHJHF0/QXOyydfOagYwIiwcfOE8YZeQqQRQWtVrFZERlCQcHB3hehaPHjx9aJuM8o6LhzD23M9jbx3VdNrd3uLm1SToLSbOM/fGYMAy5ubGNsDADMcdUvvMepqFceWgBvcUlHvie97K+dpRGpwnIw+l3/2CIZVksLS6SxrPD+PIiy5DSYuXIImEOF7e2ec9996LDiGq1QbXqIYRNmuzx3PNXufvue9ClPAthoCZaazRGgjZ/TxRagjBSpzl8ZK5L1eXAUKFBq8OFeF6pQ6neKCHVGmW+DgqhM7M45CG2o/mNf/6bHEzHBElqrLxCltIqjVf3yXPFbDbD8zw63W5pE1YIIMuSMqpclFzXirFL+ybFNY5jkjAyUOtGkw9+4H6m4ylJlFLoHNupsbDQYTScMglmfPPhx3DcStmaaNCpOdSqLTa3drnz7BrPXd4gS1JOHF9h9cgqL75wgTCMiPPC6Jxd47yrVitkpfFhbtrIs4JK1Wc4GKGUwnX9ww1raWkB2y2otxqMpxOQkmq1yng85t6330Vvscv2tdfZ7I/wvQaW5zMYjOjv9Q3PIytjbnJDw/MqLn7Fod5s8cqLr3D81EmCyRTPMV8zSgwb4fiJI7z03KvkmWGUtDuNQ7yk4wp6CwukiUlCnvMQZoGhcB0/fpztbcM3DoKAKDQ/s/kwVKucVqdFZ7XNaDjDdnQZsVSQ5wWNVg3HMdIvJTJUmeJbZIosT4zePMqJwxjHcygyYwO3HEkcJjRade699x08/fQz9K/1OXXnSQ4ODghHCa1us4x7UihL02jUmKdMu/7cMGS+n/lpQxe6zGozkrMsMUG4Ny5vP621vv/NWtfe0pVuxa/Ra5wymkDXR+uCKIq4kT6E51ZR0ZhcFTz4we+m5giG4zqzMCBOU+qVGtlswP1330WeGT94lpre4WwyxbZdLly9ykKnxcmjR5CWi+Pb1H3D6DQ9V01e+uO7i4ayhTKLymA0QQkQT17n9tU7GAYtfueRR1k7fY67Hvh+ui3NcrvF67/zSR7beIqs2WCaZ8RkoE0PKy6rAtuy0BSgFWsnT1CRNu1OjfEsRKERWCgVlNVTyvb2NqAOe4QFguPHlvjcp77EqTtvZ7Hpsb9xic/86bP8T//o58zwzrbw6XF0LeWppy7x3d99R/kqm2gdIQRFlpMLszlpIdB5jtYSIUAVJSFKSJACpRVI49FHGBu0EOa+kOVCW1atQgisUolSFIKiMFWpZRvIyf/wT/5nBNxqcyQxvufwe7/xq7x8ZZtYKaSs4ldcFrRFS7fxWzZTC9LRGEs54HuEVcVOFFJv2EzGM/Ikp1BmiAU2P/LDP8JiB86dPc+VK1eYDGa49SqW47F6tEFtMsFxfJIkw6vZdLseCy2fYJZx4vQKszxnFiZUXA/XbfP4oy/RaDQo8piK6zBNUkjNBhRrbvVwy7aDEKJMhjDJHYetBQl7u1ucu/M2BgcDwwO5do32uTon10+gU3jP+XfzWJyhvS2uXN+hrkEKzYlja0xHAXbbJo5jnIrpWdZbNer1Bi8/9xLv/O77uXjhGiiLMDa8kTRPSKKYrMgR2DSbNRAFS70O129skqucqtfAci0Gu7vGsr1gpGirx5oMBgMavRqZm7Kw0EEIeOWlC6RhQe9ol9HehN7yAhde2WB2ccKpO08TxwHBNKLTaZMkKbPhjGbXSOWEME60PDdtEpUJ4igljc2AtigtyoZ1q7GFRRjGPP30k2SJCZDsbx+Q5gYsFE4j/JqHtE3yxWw2A6mo1nxUkVHkKbblIVAmmLMoNwSV4nk+zVYbUDSbTW5c/itTxf4/X2/pRVdpTbVWQzo2B3v79Ho9PK9Ca6ENwmFnd4ua7VCrGr1dtWnR7HaxLOeQ7GVMDhopbZQywvSl5SNYluDE6XWAUjuZH/IT8jKKRrgWllKgNGFkKq0kSUizslITBVvrTZ6rTnn8+Sc5d/sRru0kDKebeJ7D7ScCdteWOdt8Hxce+jpC2FgIQ8NSCtfzyPMUx7FQGO96p9agyFQ50U7KY5sxLuR5XgZRpmghkECcJpw4foRHv/kY23vXifIJ97/tftJGi5/+6e9FYVFoiatBW5I/+9z/zdHVuxDW3YcVrSiraem6JvlBm2j0qu+jSnV4UagyJTXDckxcyryqFWi01OXialSItrBIitwYOADK56tFgbDkIVtVSg36LyvQbc8n05q/9fd+5bASRCgqzSWuXL/Mtx+7wi/+yi/gRiPanRaOtAjSkFK4QB5HCMvCsyN+8cM/yTYZShecPbfOzWsv02l1CcOQWq1CtdUCKQmCGY7jInCQFPg1m539CT/1oz/JE89+h6efepbe0eOIIqcoJOfvOMNrr71mnGWyQAgPz3MON465/GiuNnkjQ1drs7ElSZkUgdmI9rZ3yPOcuOlxdH2FOI4Jw5i//bGfZGe6yRMXX8SXNuePHeUdb3uQZy++zOuvXqC70mWw36fRahHHMStLawyHc9u8ZL/fp1p36d8cY7mS65c26PUW6a0tcO3CNZIkYzbZQ1pwsH+A5/tUmz69oz0AVk6skYUxYR5T6VTBkrSXu+zs7bJ25AjTyYTxdMTZ8+tcu3adSs1BdWs0unVO3bGCLSo0mjX6eYbjFWhLUGvVCeKIg8EYv+oehmE6jkOSZIaLnN3KTJvLKn3fJSuJZwurLYIwZnFhARUanGe9XcFWNrNZiMoztACdJEjbvM/nPwdpCxNmWiiqVY98lpMXCc12w8QyzSI0sL3Tf9PXtbf0oisQ+DVjgugu9UjyAq1T1o6s8MJLF6lV6lQcm9lsZqagQlMkgkSnxhYrLUCVPaZb8c6agizQZeyLOhwmzfOajKTHQGXAVCzVStNErjsmn8zoajMuXdngyWefRfo+k2lAxc0NPzcVXLlu47g2gZszc4w8bM7lvRUxXVo9tWL99O1UahVcvwLCJi80WqQUuVncCikhT0pGg8CW0Ky6fPbzn6bX7vF3f+nv8+QTD7Fy/Cif+uQn+NjP/h3+7e/+Hj//C38HsNFCILR9SIuaLwJFoRHCAMql0IZ3Ko0LzpEuqS5AguNVcLwKoA4XwznP9jDa5A0WHlc5JKW9eP4YWaYA5IXGtS0zKLVKLaTSBOns0GqsMpMKUKQZQmjiyYC1ToePfugBbrz8FIsLSziuzac+/Wk+99k/JQsDdF5uGlik0iOQxjklioz93T3yZIQTKqL+Bmmtx3DSp1Jtsru7zcLCEiov8LyCYGBSAx599CFu3rxJrdbi2pVrdDo+D7z9u/j85z+PX62gKFDaDARNaKV/OBh7IwtiboiZ/5rnRunhOE7pltPEsUFrjqYTTi2eIooiBrv7bB9s8uRTD/Phd7+fT3/jz/mlj/44X/jil9kL9ml161R9D3dlhZ39PRqNBmE0w685JFHAXffczZULVxkNptQadSb9CcdPHEEp2NraIQwy8jylWq8QRxGe59FaqNPrLZKHJklhNBgzHc6ot+oExZRqs4Xr+iidsL9/YFo3rS55nnPbbed45aVXOHnyBEhBp9PB8SwG/UnJrdZGsqWh024RhjPCmRmqqtycKisVjygMQcsyzic/hL0bXXTO8olF6vUKyTRD64IkN20mSc5gEGK7FoUE2zZSUZUa1VCeFEirPIHMU0zSFOEILMtmNJwwHIzJsoKV3jJpMHvT17W39KKrtSIOjMBcFZmxRmaaTqXOQtWi11tiGiQMBiOUTqnVmziWa/oyhUYJjRJg2QV5alNkEUj3sPc4R+zNWbVzec78iJPGMcKx0epWfIgQgrjsbbZaDpayiN0273nPuzm22iUMJ6jcItzZ5Btf+SbXt7YQtsaxXbTKidMI13eQmcN7f+DDDMcj+jevMzwY0W426e9vs7J0tExBTXDcKkrmoBWiyA/7pZ1OE6fi8Mgjj9BpL2P7Pk8+9gi1WpOdg20+8pGPsHfQ54Mf/GGD+rOEcUhVbf7wD/+QY+fexmg442ivR7PTRpLh2D4Che9ahElIgQd5iuvZJLnp//qOiQx3HN8kYhQJQRwQJSlhlLLQXeK2206xvn6SSrVGRVuoIkblaVkDS4RWh2+8OehFY6qZht9FllW91IDOmAURaaGwijLyqCiwbclosM/O7g1uv/12fvyv/S5f+cJXCKVLoYwGeLizzcvPPkYSBai8oFGXvP90k5f/4kucqnToZ5cIvdOE0YRup0XFt/mXH0/4P/5om8vjExSFZDgZ40mYlVyHWRDzrb/4FlkKi8sdZjPTk69WqwhhbOPzii3LisOQRRDl92qYsNWqUVukSXYoGbRtm9k0w7Khf/2A4WxCpeIwGY2559w9HAwjPvqRH+HV65dor3WY7ZmAy93tPcLY9CijMOHYqWOgNLPRlNF4zLg/QViS7uIik/6Mjevb2LY8TGgwm4BCWg4KRThJuD7bJIlMkoVSCsuRIC0a3TrTiZFsCkxgqBD2ITdCC5tzd95uiH4ClCjIs5zxIGA2jak3fPI8JUkiQ90TCr9iEQW3jCSe51Gr15mMzKBQa4HKMmq+R1GkrB3r4lUcXKfCeDqj2qpTrVfI0wLfa1JtTFhY65AEGdPRFKTE8ezD19l89mMs6ZjTozb99kzn2LZFECQcP7lGlqXUFxpv+rr2ll50EZKi0BRaAzbCAikEnZUV3lc6wvLcVKNSNowOzzEW2na3htKCvblsxoZcSYS+Fe0s5a2oEE1BVhh8orFhShzfIY7ScipcGNwct7KcWqLKxUuv8cILz/O1T/8JVhkpLpAGmIIkKdJDKcw77r+D6zeuY1kW42nIt7/1Zc7dcTfb+30W2x3W19fxfZ+V1R6OZ1N1bSSCql8pqyXzshSFYSg88tC3mewNqZ3wcUUNu+JQrVfYubFL53yb9vICYRKWf8lsGNvb23zf+z+E0jnW8fJNKBR5JrFsk7AaZhG24yGVQthOyWQoEGizKHseShXYjsR2XBzHotsy1lVFwf72TXZu3DD/X1qHFfGtvCmTFWa+F03FNUGEO3sHiLrH+973Pry6S8OyIdfUmi2qWiPU3M6rybVi3B9R9y0Kpbh28TIn1o+zO865+fBn+NQTL7PU7qCyiCCJsZwKs8mUP31pi5Mr76HhXKc22eCCFARBgqxK3ndnj4Prt/MPf+GH+KVf/QZaWFQrTezKKtHmRUbAr/2zXyDefoxLLz7BfhTy5WeNvE4KQRSnPHDXeZ569imSwrCCiyL7S3rPJInQWhgHXkmfmx+d48hImuJZQuzlVL0qWVZw6thR9vr7uEnE499+kqJI+Omf+iif+8YXuHnDZJY5lo3OBbPZjIN9E2YZTgK0EOQKVGESMtI0pVKpEMdJKVfMyhOPptNtMp2YSPg4jPFcB8exyDLwKzZhElAMUk6cOs7lS1dxHIfuQpvJZIJSykQNhTZFElNveIbWZykuvbKNbVUAwxJeXl2i3++TZiZeBwxaVWhBluRkiTl1ep45Nagsp1arUIicbqvDZBRQVzVkJce3TEsnT82pYjKesnZ8hcuXriML8z6zHBuvUWU2C8mjFOlYBhWQpkjHRpTD9TxXZJmiXq+ytzNAqIKTty2/6cvaW3rRFYAojQRmmmogNJZ0jC0YcQgBny+cWhdkStEfziNAZAkaSQ/bBo5jobLcgGakxHHNUdBCIKSFlgIKQEtsR6KLDO1IJC66pOA3qjVjP5YS17Npt9uMx0MarSr1ehMpwbElBQU3NnbJVcZ4MgNpMZkZyZklBBuXX+LYyhrvfOf3UBSak8ePY9uCy48/Q2dlmTCbEdY9c2yNQ1RRQl3sHJ0ULCwvkCUBVqeJrTV5EbN+6gTdpR6gjNmAkppWKMJAoZRGWA4a0FLguhW0SFFam4GWeSWRtlOqGsrBGsYZh9DoUmVgnoyg1DFQFBJRTvGTLEdJUEIRxQE3btzg+MkTCCFoyQaTMCKKx+yn5kO1cmSRtEi59MprJElC1fOZBQOCWcLG5hbNaoXLN7d58F3fw/e+7+0sHVklzxIoFBaavb09jrcdVj/4k/z8//JOE1fv+mgyVJbx3GO/h2fvY8cvU3QeYBAniNymWvFp13wG0x3++M8eQyxeMxZsnRPOZszifZqrR8gcm4PXHqNrPcSDp47yW581FawuU2QrvkO76tFqNYgLmM6iw2k9GHeilJIwNBUkmI3U98xmbXsuSRgBkuFwzJEjR0hHAXt7e2gkjz31HRa7bSzH5fc/8wkuXNrGtm3q9ToWcDAcUa26bN3cw3UtKmWfVAgBQrBx88ZhlTcvPEwirzE0RGHM+rljBMEUimYJYdKESUi9aYDgrmtzMBgYK7rvkBcF9UbDsCKShMGgj9CSg31Bb7nDzY0BZBJp5dQbPjrP2LyxheVILG1RqVWYTqc0anWiMMRx7NJNpkjTGN/3UK6x6zbbHW5e2cWWDqmbILVJFHZtG7TN+tmjJHnC1Ss3sITAqdjYnqRINZawUVFWZh3eCr20kfg1j3AaYXs2tuuQBjHKAtu2uH55/01f197ai6645dYyQzGJLQVpGpvjujZ6Us+fL5o2WgocTCCkLgoKCoQUhtEqTXy40gXSMlEvUgqkdIgzcSt6hzJ+WWlc6aEcY1VUeUHVdcjLajfPUz7y4Q8AmKDMIjfJtYUmiiLiIGAwGHJyecFM7tMEC8FKd4F3PvAAu3s3WFlbI4ocpMy5dv0qly++QPf6Lvdd3ET8wL0sbiUs112290e0j9/GY3cs4bs+/+6Tn2b9zGlqjk+UJsRpQq5sLlx8kXe8/UGSNMW2BHlusq50qTTQRYC0CjSa6kIHz3GQrlP22QwVLEtSbEeiUBRZgdbmNUlVgVO6n7I8x3NdwjDEdiXSsZlMA1zbZX84otEy6brJzGx2Mg25cfUyB1vbhEmI45hedhYnuBWfIle4nkOSGkKatkVJtrIP0Y1B6FF1FK88/zCvvfA4eRoZXbF00QIG45SP/fzPUG1UefG5p7l6dYfViuazX/9z7EqVt59eoXnqNjLewYVnH+XcnXWmW5rpOOQgDHnRiXBXztJZbFLZ3mQ8Noaciva5767z/PGfvsrDzyUsLryDyfUd9nSdQodooRhPJrz33ttIo13W2k0GaUac5IetrDRNGY0mf4mba1kCpTSzwJxCHGx6R44ymgzJsozd/i5V1yMrEk6un+Wv//hP8Myzj/H65R229kZMR8a6Opns4VU9wllMq1vHLp1Vda/C/nCCLSWe5RH1p4cGDdd1sW37kK1gWQ7t1TrKlsymKWEYsnpiiUrF5eDggChMOX5qjVSZ3qjv+0x3AtyjHk7VJorj0lBTp8hzg7bMCu689zRRFhCNU/Y2B0jXRmUZcZhSb5pgyWq1ymQ4ocg1QuYoBUs9ExZpzCYOs+mUSm2JJIqp92qEYYDOTK98Fs1o9SqMphN2d/axbEGeSdI8J4kVzVbDpP5Kgc41HA7XDdQoCEyxoXNNXDIxVtc6jA7Cwxbkm3m9pRddhGkXALem2GUmkgluLKfFSuBa7mG1muQZruWCZR1CZQoMjd61zA8KQQmp1mgt8WwHUAhLkqPLXpd1OKG3LAdZ8co/czhAyjKTLtGo1g+fo5FGmTaGZzskeYqF0WvmRXaIc1zuHWFva0CYpGTdLoVKiJOQ4bjPZioQX3sVe7nNbFiQahheepmHNjPuf88D3Pa2O6l6VTxH0qhXyZIUS0iTBzU6YPZazGAw4L5732k2JwVSC4ZTc6xV2uDzpOWUJ4mMIs/J0eDaKKFB2ljlEEgL8LVjoDdFjuN6IE3C77zXbemcK1cv0+p0ubE1NqcGJJZXpdNq8/F/8A/Y2d3gmRdexhUOQgXk2icIjKnlyrWrnL/7TgZlJTWZTIgikxJRUFDEsZnTxSlRFJVDKAvH0ag8p1N1+PKnPsFCo8XSkTWOHz/CQ3/xEP/iN3+Nr3zmC9h2wtWrz6BnY6id5JnXYlwvx6n4pNGYm9ccLh+knK3mVKouUZyDI9CZ4gtf/XOjtU0L3v6uB3nd/xpPP5YhtNm8f+qH7+SpJ6/SajWYhDGzMDmUhEkpqdfr+BWP6WR2uOjN+a/zZGVVJEzGAyqOg04ywizh2Om3Ua8ZI8dgNGF9/RzPXNggyzL8agXbkeSZTRylOK6F41qEWwHhIICVNnmagAWLi4tsXN9E6fn7NsPzHGp1U31bjkOn2WF/t3+YQxhFMdIWtBc7JtMs1zTcGpPJCEvCve+6gyefeJ7bz58hiULGgxlJnHPy9iOYVkLI8GDMeDpmaWmJo6dWDw0wcRyjlKLiu2xv7dLu1KlUKgbAX6kwD3AdDScsLS+ilaDq19C5RdWvMB6MqS5Jjq6voARMxjOKdIbOjUrBkZI0LXAck+CSjAyDGi1Iorh0f5p1QKc50rKIw+RwqHnz0j7zgMo3+3prL7paUBSlPVaqslqVZR9XIGwL49OzUIB0zFG64lTQykiULMvcE1rhSA8tNRQmFkdqk1NlAOKaogAhbUwuQY4U8+hofdg/NtwDiywzTX/X9UvjwBuOLBKk65AVBfNNYj61rtk184PUmkIXDMYjTp9eJy0KkkKRK8nu0hKz0w3yJC2PzyZmJ44i1nrrPPnE83S7bRbXW6ANTStJYK+/SbPZJIoSYB+JYDyazF9MABzpkasCrSBJc4oiMW/G8pIocq1ACPyKcwgKMhJlTZGXwG00svy9QCMti1Z3gbvqPnv721g6p8g0/e5ddCbXeHV7m9pSj88/9AI6GdNs17jvzDJaa555eYJKE7orK1zYuI6UkrPrx2j3FgmDKUEwpdddYG9/H60FaRTToQnS6JajIqeydp67zh6h4dh0m02E1niuReJ6/P4ffJYPf/iv8+in/w2blzeoNjvcuPwaSytH6Syu8Mw3Hmd5eZWd/ogsK2g2Gtxx1uHJ568jtDa25DjDtR1e3IZLv/0ZCpmTqdbhyeiR5/ew3DpHlztkasbNYWjaUkLSaXUIw5DpKCDNje701Il1tna2mc5GqMJs5LE0csU4TUjTrAQ+uVy6eoVvPfx17n37fXzyS18iCnL8ikUaKdLYTO3TKMX2HMb7gUlAVoLJKMB2TVLw9Ws3zecoN8WH5xn4fa1epdryWF1ZJlQJdhWs2BQTJrOuRr1eNy7KPGe3v41lOVQqHq9fuEZveRHbEfR3xoBk/c6TFColCkKiMGHrYJejp9e49Po1qg3PtAbihFa7WyoHIhaXWmitmU4nhGGMZRlFwXKvR6fZ4erla7TqNV57/hVsTxJEM6QjabWNiaVZaxCMQ6RjQg1MC8EgQYUUCGWUEX7VQReSJNFlS6gc4mpl1gClScrTSb1VN6cS/eaDGN/Si+58wDDXPQrLwnYASkxhmiGFQOt5BLqpNKWQppcpC1RuWhNIyPOUojCVqCMtVEkQMtrAxOh7BSZ80fLKf2vOujUC93kl686rkzKwUOtbmMa5TM22jCtKa412BDo3E9558qklHSaTMbawiKIQoaUJVpQSr9Ggt1LFtxyefuE5wijEsVze9b1vZ2NjiclsSl5W2WGQkqQKxzZuLCGNdEnaFpblkSmJL01Ujy5yVF72brP8kO05f96FNDt9kafEusB3XIRt3sRa3jpxWKWpAkyllwURSZazs7dHpdGiP9rFtl1q8iqjPGV/+yaf+eQlGs02ju/StD0OJjF5HLPWrXDp0iVanTYLnSbD4ZDNrX0a7TrD8QidpVzdnJFlGSvLx+nv7yIcF1UYcpTvWKz3XEbDPVZvfxu1isd0GlBYVT7w/h/iG5//JL/2ytO8/0M/zfetulzeuIIKc5aPH2XP2aCoJgx2+nz3991PMLF56ZXneeC7HqC9cJTLF6/g2pKGZxPEAWfftsQ032f3QhXDPjbvxWod9vaHfOWZXVp+k5pjY7eqzGYBYTSjUAVI076pVepc27iK67p02l2m06nJrcsVWWaqrYpnSFnf/54HScOU8XTCl7/xTeIoN6GihUUi8rJFk6FzTYoiCYcILag0DKMjjTN8x+bs+XWuX7mBLev8jR/9UR574mGubVwjTTKGuyYYYLI3NgMx28Vxbcg0k8EY27MpFDRaVbSAZqfJeDhDZzkn7ljnxWdepcDEQSVxbBi7WYFKExPyaHu0223SxLBsOws98jQHzqQPJwAAIABJREFURxIGRtEwm4Uopel2u0SziEa1yv7mPr3lJe5/8D4uvnKB5eVVBt4QKeHMbevsH/SZHcwI3IQiS6nVfJLCYhxNTauw1I1ry+LYmaPs3Nghy1IWewvs7w3LQiqlVm0ZQmEQI4RFrVajs9zkxoVt7rz7PNs3D97Ude0tvehSWgrjNEUrhS0lea4Rqjh0+8xtlqZHZqEEJHGGFLaBZgjTq9W5qTplqcUtyipXCIswNBEiuc5Num2ZRzYf4EkpjT1W6kObo1IcSoMKVRz2x954zSPXRRkTLmzDWJhXzJYWPPDAg6gs59Ennubc7adx6g6Vxknuf8cDzD/Up2+/i4cf/hpra2t886Gv43hVus0GwnIoyty0IIxpt9sUKj+Mgw+iiChJyLOEXFsooVnoLZGrjHqzYaq4slITQpCpAkuYzcOSHhQFmcqxLAffNjKsNEsBCZaFXVqB0yzFcT2CKOaZl5/jnnO3MR4MidKEhdYIz/boND1Us0IWJ3SqNYo8ZrAbUa36tJoN3vGOe83QUmuSXpPXrmxx+eIm9WaT2WyG69lkccSNG68zS2PsvMB2PAajIamCyewl7r79DMmoT+r0TFaXbSFljY989GfYvP4qTz/6eU6ee5Dzt/doVV4kdBI+UFzmez/c5PHwLu69+3v46he/wtGzPdJaSjgeE8qQTDg0jzqc7p1krK6A8lm5I+Pm83W0zhACjp9dYHNvgOX4xAIW19rEcYh0NK1mi1mQMRzMjCbbhoVGl+2tnVvshXKDtm3bUOISo8feuLHPiaPLZPmMd91zL+/+ru/m1/+332JvGmK5DmmQUKtWCAJ92C+eq2VMC85mFsXkemQs2Srl249+g73dfZrdDutnjiClAiQHnQqVSs2kNjvWoUEnz3NcR6KynKNrR7h69Xqpp3V48vHnqDpVPKnxfB+N0fVmUUo4MouY0hpV6tqPHTvG1s42i4td+vt9qtUqo+EUgULnMAsDur0OURQhpeRga4/paEylUmHYP0DaFo1GleFwDKkknhUUTkCj3WI4mGC5BiJVqfkMdocsn+gx3J+yH5iBmLAsxoMZC70F9m/u4DgeqytNrm3s0mi1SLOY1RNLXHt9E8dxeOXF1970Ze2tvehqU2GqoigRcyZPK1fFIQtgvtDNj/+e5xEXBYUuF2GVo3U5iBO2qXAP2QAgtIntFkoYymZSStCEZSRSQqIwE3gJZNm8xWA84yY4ERPbUl5S2sZKq0XZdpj3hS2wjGbWKAJgZ2eHteUVPNcMV5RSbO5uce36RdqtLkVRQsgthx/+0A/x+GNPsXuwS6NWZRqY/mCaJ3SXSiaBzrGVRDkOQli87a51VJabnrJS1F0fx7KJZgHFQuvwtSuKDF32vecvfq4VhQAdxLgNH8dx8B3XGBYKTTxLyoGbRVYodra2WT9xhkuXLgG2kfvlglSlCCRp2Yf1vSr1RpWD/T733Psgly49h9CQZjkIQZYn7O/tgbCYDQPDEPB8ZllBOJuZ4+QsIcsN5b9erZFkCVc3tnFqq7SXJEkWY2tjRnArPsdPniXLIzZff4bZkXPcf8e7efyJz5ALm8HoBo2iwisvdKlUHRp+l/2dDVaOHGNrukvTr/Iv/t6PcPny83jiFP/sc1+gbnu4jk8iM5Sl2E01tz24hJj55JOLfOzH7ucrTzzE8vG/wde+/QgPvvtdXHzlNV5//XXy3PQ054hPozCYuyaNvRoh+B9/8WdZWlqgyAreff97+dMvf4btQZ9EBaytrrKz28euS8YjE48kS72sygwHIskTmu0WViGxXYuFox3G++bE4HoONoIrl29QFBmLyz1qDSP/ikLzmCTOaDRraJ2ZFoPQbG5sQm6RFQWrvS6DnZBZGIHKWTm1Qr3VJEtybuzdxG+Yz2y1UWdrYwfHlVy+eomVlRWCICLJYqxMkkQpeVJQbVQJgin1sE5RSBZWehxb6JBGKZdv3MB1baqNOv1+n9k0YnFxkXa7zmAwQswmRGnCcmeJ3a19kAK7YjayLIoPCyTzudccbO5jOQ69I0tcvHCTSr1CoRJ6R7tsbmzj1z2y2Oj33+zrP9mwEEL8GyHEnhDipTfc6wohviqEuFj+2invCyHEbwghLgkhXhBCvOMNf+fnysdfFEL83H/WsxOQ5/lfkoUZupdG6+IvaT+TJEEIiyhK0LlGashis0tHUUQYhiZUMotLhqm5n+bG750kCUliIN95npOp7HBA5CBxpFnE5gSlTOU4vmsMGOrWMXO++M/lNfNkACEM7EUXOSV8FoCKW6FWr7J27Dh5rhjPppCmSFUwGw7Iwhm92gI/9Td/AuU7nDxzEsf2WOwtoS2bSRixeuQYQRAcPl8lIEoSwnBGtdJCCfNGk5ZA4R3CZLRKTbuhTGwwz1GS5aan+0Y1xzSImU4ihuOA4WBKFBVoyyYtJAgjwcssl3hqqvtOo47OC3b39zgYj+gfHKBUThyH3HP33ez3B0jh0aw2OHPiDEE4ZToJiIKYLEyxREE6M0dYCjOUkdK0fopMlfFCpo2i8oxGpUIYTLi5+TKf++Jn+P1PfoIvf+sR0IrROOBLj36Hg0nAkfNrbF58nBcujPm5j/4TRhzhgQd+nmeuDUkdwcHeDa5dfZ7W2gI3hptsvb6JCvd58Zu/jh68hBp9He2GKBmQZgGFNiewjSsXyPIBC811Pv5jd/GJb36Ty9sDPve1TzAYbvOlf/cltB3TWqiT52aIVPUdKp6NUALHMmoCx3HIs4Rao2pATLaiP96jvdjAsSUHgx3uuPt+Nre3mE0CopnR32aZyYmLZiGVqkulUkHaFpPRlO5yF+lIoklMoRL2Dw5I4pThYMRsMDO8ai2wpdGvqlQT9BPiUUrQj0jHimicEU/yQ25Eo13nxsaW+Vw6Aq/uU6kpsnTELBpx5wO3sXrKJH/cvHKFgpQ4yllZPcZ0ErG/M6ZZb0GRkwapgcoXFpaw8f26QU8Kmxtbe+wc7OO5tglhnQVU3ApHVleIw5DxOGD16KpJ/bA9tm9u01tZIRgGdBYW6O8OTJsyV9iejSyjfdyKR7PTYOvaDn61SrVaxfMqjPYmNFpNo+rwrdJF9+Ze/zmV7u8CvwX8/hvu/WPg61rrfy6E+Mfln/8R8CHgbPnfO4H/HXinEKIL/K/A/ZiJztNCiM9qrYd/9Zc2i9hh66BcAIzqQB4uJkWRI2yLXOcIS0ChDFSlXOzSPMVy5S2gijacBcsqP8xYOJ5LFAX4vn8Iu0mL1EhJmOedybIyyZDl185VYbKVkuyQUDR/zihjFphrIg38JCmPmEauMhoNqNUq1Cs+SZojhYurfe657S4a3Q7NdpeVI11mk4DPfu5LbLx+hdvOnKUoNNPhgCxJuXjxItVqFdu2iaIIz61QiIQi10RZTrvtQ/k9VNzaoYRJWk7JAVCANtW50kgBSudkRYElDNUYLIpCobVAWi5ZduuEYajHgtHBCIRiYWGJneEB7WaLg+GQnZ09Wo0mlAaHhx/+FqJQKFXw+S98hoWV49y8MQKrYDQaUfGqhgKmMoLI+Po7nRY1V1L3fXRRYFmCpFB4jiQuFRlaF0z293F8D9+C6XCTT37q0zhVDyfLueu+u1k6toKVhWxtPcNnHtP8+M/+Sx75Vx/m7etLDHcPaC0ssXzsNI8+8mWqYgWr4/Ozf22J+5bu4emXH6d/dZN/+hMf4u//wRNoZeRsRQ6ikIyTLs8/9mV2ZivUl45TcwdYPcHe5QpxPGOyM8BTArD5p//wVzg42Me3PYI0JZxMEI5TUsgmFEmEZdlILBrVNi+/8Ap5ETEIBfGNa4ZhrA2VbDqe0e12kVIyGI7xaz6KAl+7DA8mTPsThNKE05BGo47vKMIgKk0bgiRMuHF1hzgOTXvDlxw7e4TpcERW5LTbTYb9MfV6nfFogtAgPYlTE3zfD76Xhx99kjgIUbkgTYxL7aBk3eq0oL8zptVr4wuPZq3O1deuYdkwOzBmCSltxoMZeWIYGdsbW3iex3QwIwxn3H7+NBvXNpiNx/i+RxLnhHFGOEtwyuH5qD9labVLFMakRVQamhLyMDcQJiGwhU2URXgNlzRV7G8e0Ok2EbY4XFv8Ro3R7oha28ctWRpv9vWfrHS11g8B/+90th8Dfq/8/e8BP/6G+7+vzfU40BZCrAI/BHxVaz0oF9qvAh/8Tz+9W1P1NyID50d1C0HFdbCFXd7PAYUSCss1i/D8sfVKA9dykdLGcTyk42J7Po5fwa+5SGm4nihBnhbEUVQO6Yyw2qQ5gONYBk9YTvUtyzIDK1uSl7KrKA7R5MyiCY7j0Kl6dOpVyBLC8ZTdm1ts3rhJkeW0mk0u3dyiVW8RBgHTyYjpYMIjDz9MPA5ZOrqI7Tr4dZv11RPceeo46SQgTwvqrk8aRlRdwzOIkzLmRygTYik1yWyEbfvmtVQptYZ5raxysDjHNs6ddlpgYuXn94sCgUOqNEqbdOI5gGQeJ57kGeMo4Pzb7qDZXWAaFnQbXYTWREFIvVonCWOG/SGdVpvhcMxweMD5FZ+8v831Ky8zHI8YjyLiBMaTEMv2cWwPS0qqFY/RwQDSgmMxWBoybZmqRRt+QZqmeNUKmTItEt+1EUWKLTNUEtJaXmGQQb3SxW4s43bqXH7mL/jsl5/gBz7+LcT2UxzsfZ0r8Qs88dQ3kHWLM3ccRY8lX3/9Vf7wU5/nq4/08VZO8iefe45k0qDQkOscx9bURQcn1fTONLA7PhevbHGQB3RWVhn0h6VT0qbq+Jw+3WLj+iaVSoVqswHaDMdWlhfJiFnodXCrVRzHIRhNuH75CqvLa6y1TvLLP/ML7F3fwrMk7WYN37PpdptoUobDIUs9E/wYpWZR8n2XO+48ezjRT9P4EN1YlC5LtKDZ9Th/92mabY/lY8sIrRn1A0a7Adsb2zi+QDsZR08vsXSsS17ELK902drbYrIfkASKNLUplEUwShn0x3iOTxzkWMqliBL6WyOeeeQFwlFM1TMOsawM71R5btxnhcZ1bRa6dTrtKkWaMB2NS/WIx3QS3sqVi1I6vS4bVzaxHYv9nQMcx2GwM0JKSTTLDy3+tlMqnFwHhYnl8qouWupDAI7vu2bm0GuCKBgPxjilZPXNvP5L9RDLWuttgPLXXnn/CHDjDY+7Wd77j93/9y4hxN8VQjwlhHgqCAKK0mVWYHLFsEoSfnkkVsq88effTlEYSZhQGtcyNlrXdojDCMp7c5pYkWZmCl8CVrQ2i460Laq1BkLauF7FpAnIubMtP6y6LSEP40bmU32v4plpfpJSsV2SKOX0bac5c9tJtIBau8Xy0SOsrK4RZRlIxbPfeZKvfevbbO7epFb1KaQidTzu/K67qfsVBBZ5ljLe7VPtLJEUCVdev0h/NKbZbBIXphWSo6lUPOIkoNAx0gJt2Sa0U0iksPEs0zuep0Yc6pAx7QRRInZRGhuBLR3z2pcksjQ3VuF59a4ECFXgWw4XL7zG/tYNZrMJm1tbCCFY7LboLS7Q6rZpdTpMg5AkyViwfexEcP+Zo0RRQBxGqLzAlSYuPQxnaMr2kZZYjk2iNNd9i2GUUHc9ZF4QzgJcy0SVJ2FCEucUWcZkMiFOIyxHMp0cYEvBbWfO8ZVvfB3fd6i6FY6eXePaa0/wu3/8Lf7bX73KXbe/jzwThIkiSQT9cMB9HzhDf6r51hW4NsjYGE14amNCNjMbvIXArzq88733cHCwR397n9dfvcAPvvc4Vdcln8S8/0fvpd2T2FIyKyas33eEwXCXT//ZF/nt3/m3fPGh7+C2ejxx+Sm+vfvn9Ho9FrtLAAzHA+5++928evE1qlXP9B2XO3gVj5XeMjXXJ0sSPNulVa8x7g8o0owiSFnstOk261y/fJMoSmg0anS7i+RZQavZwPON6SeOY/I0ZTobImw42B5y/eImrm3huQ7HTx3Dlh53nD9Nfy9gPApI4wLXqvPsd14rZw4Wk9EY3/VwLZ80yDFMPUkUptSrDUajCVGS0F1tEAQm4qlWq2HbNpa0sWyJ7Zif/+5en2sb18l0xrWtmwhf0l1u41QkuIpMRaytL7G/tYfSBVmaowp9mI2mlGI2ntJaamBXLFqLdXJtZhDSMRJPhML1HWzXPP80v3WiTsIC36+ShNl/4RL5H7/e7EHafyjFTf8V9//9m1r/NvDbAEePHNGe7RmrrmPgFGmRlmJ9AUKX7jSbQgLlQiK1qYa1Uggpy8eao3GWGAKZEMahZdoHZrebk6FM5WQW1yzLzCJfunxMqitIywjMhc7L6tmAQbIsAylwHWP/tITgtZevcexki/VzR3jlZWPFTPKMoshxbJ/ve+872dsfsNnf4tnnXiDPcxYXzqKlhbQcOo0Kk+mA9fOn2NrcQ/iKJMwIohAnt7A8n/gNUGZd6g+DaQjCPCfbmrdDJI42Rt/5yQHLRJQUeW5YuSUpTKlywSvfJlnZktG6IEcZxkRhknlB0uv12EsKan6F8QyiwMR853kOUpPlCW5py271Fnj89cvUaxVIcyq+i191TFKCcDl18gwH/Q0KZVo2lrKIiwKJoN5q0u8PqHg+URRg2VXyLCfVJmVZyDrVqk+epsbV5FU5fmyZhx7+KmEYsrlxgzgJsIXkyJlV+tvP8wd/pvjpv/3rfPnj308culiO5vKlG+zWNsgCh0BkvOu2t/H5ZzbpTxzuuL3LhVeMxrkQKS+8+CR5KPEKxce/R7C8rHn0jza42Ui4f93hrrPHeOo7r9NbXyaYKu4/fxZfWGyMt3j+2df5oz/5bdxTKcvHIr7wzKc5Zp2kVm9zdn0d6dscX13l9tvuJMo1v/yxX+ZXf/M3mU4mFEXBqRMnuHjxImfOnSNNU/p7B0zDlH5/hOMqilzi+66J6ZmZz0sYRiwu16i3HVNoSJtwliCEg+uC49RxXZe8SE1/WWcMRylCG4llFMTM4hkqAe0KbMdiOhwRziIsoUhmMTubeyRJhpaCaBZy9uwRRpMxcWCKpGbTJPB6VQuvA642MjxNhnSAQuPbLiCZhVOmwcx8dpIMv1GhoGBhdYFWkhP+P+S9eZBl2V3f+Tnn3PXtuWdlZm1dVb1K3S11t7aWGIGExCjGCDEYbLPZAsIzYCYCYw9ewNaY8LAEGBhsMwYPYIUBsYZGxmizQEhYC1q6W62u7tqzKqtyX16+9+59dzvnzB/nvletCGMM7j86Ym5ERlVlZb58ed+75/7O7/f9fr5phikNWVag6mtZhoIyrWjONbDW0O613KJcaeJm5FguviucTOl2yMI4zOZEuaQrXvLjL1vp7tRtA+o/d+vP3wZOvujr1oDN/8rn/9xjshCmaer6kFbiil6FMHfXcs+6xVZrjfBc3pKqm+YT95iQFot2acDSvbxpliCFpdIlZVUgBVS6nE7xlQe20ggJeZEilZh++IHHi0+hEAJbaITFTWRLZ6c8yoZgJVILdDGuzRgCaQVSuLbGXGcWXeRUCIxUHCcjx7YVHkp4xH4TaSyR9Hj0oYfdebEWK1TtRvNoNZvuxlRzb70odlE1ogaQe9BstZBWYipd92Oli5ivh4ETg8eERSx9zznssMganG40oEFbiycVEufdX+j0uHDhHKdPrVJaUH6EUM5gEvg+tqhIhilSSm7vHHDvKx7m0AoK43K90lFCp92j1Yzr9kaTpcVVorDB3Pw8CIERhjQZEvoBw9Gxg4OjCCPFfHeG+ZmeU6hUFRh3gZa64OrVy2RZxjBJePbKC2RjTavTYzzO6c21uHnxE/z673+CX/2//4hmqWgGPjOdLlu3xwRNn9RWtE5ErB8VeH7M0dAgrMRaQbPj026uMMoT/rev7pKOlvjMJ17gr73+HpabPT716Us8c/VZUk+zfnuL/Vt36PUWuXT4HFtH63SXFa0zgtHRgPS4x0j3qXzLzEyXLEvxheSFyzfZ3+tjyjHPfOk5hB/i+RHDQcql568QhzGXL15l/84uvvLAOJax1sZF3SdO0+35PllesnKqix9L1k67IVSZZwSeQBe21gu7G2/YCuknfRqdkO3tbZotJ/uTGlqN9rRYMbmjAA4OBtPZRjJOmVlqs7jWpTnXZuneGfJME8cxcRzSakQII0iOcvK+Wwjn5+fJK83c3AJx3KTMDWWmMRmgJbZSZKnlaDvh8M6Iw+0BSZJj6/do3IoJmj5RO6yHk5IyK9FFxWA/dZJTT5KVOY2eA+pkSeZgOHlVg28q4laIroRzZr7Ex1920f0AMFEgfCfw/77o899RqxheBxzX7YcPA28TQszUSoe31Z/7cw5XyVZVgRQWT4lacSXRZTWVUgmhMHV6Z+j5mLKaOsAmvcmiLKm0xvN9zETgrwRxHIMQFHmJNVBpg6n7X7rKSUeO0iWFwvfD6d8FElPDQoSFqijdQua5YZvn14m9UUBV5Fy5sUNvdobXvuYRmq3A2Y6tk6QFQUhnrkualAir8YTkh3/oB4ijFqeWl2n35rnw4Ct4/Mmv5q3f+C7e8JZ38IN//x/yEz/+L/iRH/kR5nsh4zwlSVOX9isVVVEwTpwWGVxLQAnJ8XDgOAwTNQW1csFMbNZOIUDt7ClLZ+ioSoOuY33qTYXT+dYMChfd44htrWaXoMhY6nTIsjF5zQB28PIJVjNl/+o1yEo8IWk33DZzcHyE50lGwwELCwvs7GwxGo04POxz9tx9DPsJyovIizFRFJGkQ46HfbQx7O7ukucTJ5V0SbJUGGFZmptnNBrwVW94koWZDifWVqiM02lLX7J6epkvfPS9fOjjX+B3fu2TnOg5+pdNQpJdOL+6CgqEglPnW5SW+j2koLR8+dmLLLRmOHv2NK959OuZCU7ByRbGG9NaEqyeWeMVT5yDZkliBL/2hz/FgeiDb1lanifpV2Spz8bllGQkODYJUUthA7h0+cvc3LjIb/2H32ZwPOJzn/soYWDZ3t2iMiVeoBiNUrJxwf5Rn63NPYTRKCEJvJCq1CAEycixBBrNkKjVRhvF0595jtgLWDuxxmjo3I2Ndotmr0XUa9DudYnDNuNhRRCG9PePMdqB+G+8cANfCkJfOKvtuHCDVl/S7jXpzjU49+AK88sR43xIlbvrTRinLrp9a497Vk/QDJvkpWHz8j5oSac9w8a1LY73EqrMEqgIYyD0QtCG0PcJPI9xmpFnBelgTDLI0IUmSzJ0AcPDEcW4IM8qRkcJyaDACAfNz9MCU1oG+ym2gCzN0Zm7boR0bcMqr3PvOtFfcon8s4//FsnYbwCfBu4TQtwWQnwX8OPA1wohrgBfW/8b4A+A68BV4JeA7wWw1h4CPwp8rv74Z/Xn/qvH5B4jasKVMJYir6bGiMqUbnpcJ626UESXdAtMsY/gaFoq8J3jq3K2P13bL5UnCXzHGfBqwI6UHkIqVL1wa60dc7NwixTCojyJQKJt7ZxTcjqMkp6628YQlrzIyMaacV5w4fwZNAY/CPDr9omnFG943WM0FDSUIGw16M3MYUMP4XsoP8APA+IwJA4bNIImURDQac7w/T/ww0hZ1QuowQqL9AUry/MoKd3zse7FzjP3/Aujwbq+bGUNWjJ9vhUCIyRWKLBqusVyiRJ1D1hYhHUT9MmhtWNoFsbyxBu+inPnz9JtOukY2jhurxB4uiQeFESZYr7ZIa9KjkYjkALle4zShFH/gJ29XXrdNp1Oh2bc4vadWywtnaDV6tBuzaC1ptlsTnczSEuSJGQ6R1vL4HiENQKL4tmr65xYW+HzX3iKrZ0D9vf32dnd5dbtTUbDhLKouPDoffzOr/4MH//8RX7uRz9IR4WE7ZDD/Zwvf+mIT/zpDVZPt7h06SbgMsWqqqK3FmBNwObmgJ/7w3V+6gO/y+8+d4WPXLxJFoHy57lxZcjt68ecPnGWXCbsjTShjCCMiWdmyI8NgYlRlYcwIXtpn/d/+oP89ic+gFCSlbke3/0d38HtrXUO8wF3tncwmpoDYil1RRgpyqrC8yW6cj36NCmm5qGJXX1l1YVEznV6vPqxh4jCkH6/T17lPHD/PaTpiOHxgOPDfs2WrjjuD8nSnMpClhUEQURynFEUFUVl8KVP1AgJIjfg9JvKDd/IObG6RtrXZGmBF8WMxilf9zVv5Y1veIze/ALjPHOkuMDj2qUNttd3XBR64CM8RVa6xTzPXVT6V0pI66CBomKcZujK6emFclpilEQoxcxSDy+UVLlGWyc7tJppRlrYCF3Frt3uuSgK2jMhC6szf94y9Rc+/tyerrX2r/8Z//WW/8LXWuD7/ozH+WXgl/9Cz85a0jQlitzdRmNBWpSsK1gUnvRdI73KqErn7NGmxBOOPCWsxUiLoGaY+tr1bqx1IvEgoJqEVlaVQ/opRVXrdCcsVF032YWEIs/wAt8lLAiJj0Ir1y+ews5rjJ+uNIEXoo3hc198jspWeNbHVAZfCWQsKcYaTwjOnDrP6soZfD9kguAbbzupme8rgriBEiVKBFTSmTowFdiQv/Xu7+FXfvGX8SPP2abHGenQWXslFqTCaktZJ9D6UlIaTegFlGg3rNMFngrcOaspTJJaLidq4DhOp2zr+J7J+ZlUye7vbtEuqVhbXuDOtiErEpLjlNAP8IOYws/Js5KNg2OCIEIjGKQJngqI4ohGp0ue55w7d44vPvUMQijKtKTIXavonvPnOTruc+fmDYrC4EszvRjHScFcr8GDZ+bIPVi/dp1UCdbXnd02DhpcX99gnAzxlCTXYx648AAYw+NvfIzf+KV/zuo/+QX+1f/5H/nm7/wfsC3JuftnHcS9rRkenGCcFFSVqyYHw4K1+9pcfPqYi1cUT37VHPvXhoyu+/hhycyMxIwtxitJsgKjfZJty9y9AbubRxzcvkhvrsdof8jKuTPs7/axuqTddvrbQPvc+4oHee9v/DxStcGEhJFhXKQo6xCEyvNpRE18PyQdj/E8R4Mzec7q6iq3bt1yWtYwJs9K4ijc96C9AAAgAElEQVQgDAIHbAoURVahUNy+s0c6zJwpwAj2dg9cTFVakIwKOt2YcVExP9dzGm9bEkRO/eKrAL8RInzF2ZNrSAWj0YDP/NGXkVZR5IbA85FWcvHSCzxw4RxfvvQ8cbOBSRKUUswtdUiTnMpoTG2bt5XE81x9KISYBrJOzA5lVbB0ocXu1QQhAeWs+UaD5wukDEgGQzBut+ULHH1QWKIoJCtKdJkxHgvCOCBLx0RRwMnzPfb3hn+hJeu/5Xh5O9Jw25GiqAijYHq3Nui6KnXuJYkHuEQBKd2iI6SlKurgxjo+xRMetqzwlLor95KyRj0qdOVoQ7q2D784ydW9mgJrLL7vcpqEBFMHcynlOdupp8BMrMJ3WxyAAyob0KrCr78OJF4YgpJoXbkFXSnQFevr6/hRiFAS4Xs0gxatVptG03cWaM9Dm5LR4JA0K3j0lQ/x5auXKfICaySVUiBr8I8QGAlB5E0B7oEKsNYgtEVKjSeVO4e1xbc0FdKK6RTUky/mSzBVdEwqDuXVb3Tp/j9szfLs9pd49cMP8YXnL4LwMZWmNIJOK6bMEoLIZ4wg8AJm/RBtwVfS8QOiFpdv3mbxzBl2b98hDiLy0rgYm8NDhICZuQWkgV6nw3iUsD/ss9prU1QZR2PLYDDg8Ve/luHxiJ3RDlWWM0iGNOOQmdkO27u7FBRcv3qZ2bk2K8sneOTxR/iFn/9JfuiH/ik/9xO/zv/6v38Tuig5O3Oav/3uH+LO9g66zNjbuM2//Le/QKHB5oL5lYDewhwH6QhbeYRTC3OFCiRxHEAVkx1sEsSG6xf36HXbDEYZjUrhtWLWr6/T7rqcrqPhAQvzDT7y/Edp+wrjK6yskL5lttni5Amf4z7EzTabm0cMk4yzp86ys7+Dzi2Li4ts3dkA7a4XJSXoksHhiCIIaDbCujqk3jWEFEWKtU4H3WpEHOwf4aOcCkiCLTSNdoQXCNq9Jkf7Q5SM0FlJrkvm17pUVcX21hHdToySMaEXkec5uxubZKnlnnvWsEJz5eYNDg6PyMp8ylcZDzOq0mneq3r46xyQGl2U0xRroy2ep+ithKSpBa1ozMcoCeXYooxElwWltDWJzqViaK2J2gHtyNmdPV/SDAOCKCBu1O/vssATktEwn+6aX8rjpUfovJSHmEC2Xb6XUgrPv+sKK+reLcpQGU3gR1hHuEEbg/I9xnmG8iV5NUZgplE8wF1Wb30aRE0k01U1/ZD1FBNrKKoCIR1TQQqBNZP2gYN4Ay6IUd51pRV1ZUkNujbG4OHeYFUdCW2tmQ4fgsD123Z2N+kfH5AO+hwf7JH1+xwebLG5ucHN9Q329/qkw5Qir0jTIXlmkb5PURmE9OjNzKHqZAxX77o38NHhPlYY8tKRoCZ8Cykl0koXI25dX9ezAun5VMZi6kBNYDqUFNLtPIQQPPbEq3nyja+hKtxNaGIQWVpdIe52mevNuAtIQKCgXbgWhxc6PW5VaIbDIeloiPID6ra6QycmKcvziwR+zFy3ixCC7Z09EB66LHn0vgd4/LHXc9+99xIoCAKPqnK/XxiG3NncZH+wjy6c4sIPAwI/YjAac/r0PRgDO8fH7B+P2d7dwwrJ2kqT9773F/Gbc3zft/wDqrLBD/6Df8388knmFhewUZPmyln+l+//Ac6vnCMjR8QKEWqOh5Z2r4HW0Or2SLMcTwpGwyFhq2LtvnlWV5aY6XXY2tjFCxuU1rghUp7z5JP30D/eozsHd/a2ONgzbO6PORxVWK+BDBsoz3JwnDNKSnb3Dun0WpxYO8HN2xsUWUmjFTMYHdPudR3drtlgrttGCYEuS4ZJQhg12Li9xTA9RoSa5ZM9vKZhYa2N8CvGRUqzFTEz30UYS7fbJmz4LCzMsb97xLA/psxetM33DUcHfYq8Am3I84qN9W3SNCWMfEajIV7oc3trj6vrt3n+hWvgKYJA0upGzC62UaEkbIRkWUE6zKgqA9K1jlSgCGIfPwzxo4BK5xSpoNFpkCR1zlo9CE7yHBmqqc52kmyBlZRVTtzw6c62iBoeUlkC30GejC6RniI3FY1GxM6tP7cL+hc+Xt6LrnUNd+mydvCkNyV3TWAy0skQkEi0KdHGTLV6zsJnKKsCoRQVBj/0sUpMh2nj8bi+c+qp5MzzvJqv4Jibsl5YPekhp6fMIrDTF7kqHFvVE7LevivQE8aDo5WFNSzcVC6mRdi7rjmttUMoSiiyBFuV5MOEw4M9jvuHHOzt0T88YG/vDnsHt7l29QVu72wxShOO0jF5knL/PfcTDSvaKqChWvhWEHmAVC4+SGqOB/tInN3y8HBAUWm0dDAbKx0us6p5wVY4EpmvHO7SaOc8Ky0Y4/HKVz/Bw48/zj33309WVuzsD3nlE09Q1r12KT0arTbjrGBj8w5ZllKVOcfDPr2wg9fpMB6kFHlOGIbMzMywML/I4KiPrBUoJxYWEH7Ao4+8gte99rWMsyHNSDHfbXN8uMf5e84TNH2sMLywcY13fv3/zP5oSG4Ua4unmV9Y48TiCSwVRZHh+S5q/qB/xHicUuU5oR+QlxWVrRjnBVhBox2RHF7hQx/5CA+/4c18+9u/DRvHhFGDbneGMsnZ2Nhh/dY2TXuPm7CXlsODPnlRkY5rF2I7YLB/yO7GIYdbI4z12bq2zYOzZxjtHBBGHo22hzYZaTriiSfPcWGtRTOueOHiJmfm7sVoTRy02N3vs7N3wCjVrG+NabcWmF9cYG5ugWazyd7WLlhnkrmzuUGWHAMVSTokCl1SxdxMj16nTWU0F5+7htEeR/0hRTmkN9em1WrSasW1yQaSLGH98i1avSaVLPC8gDt37jAajt1QrhuSjhKkNLSimCqz6NKhPv0gIBlktJsxxbggbvZQnnABAkrhRyHjcek+Uk3ku/mGChSt2Qazyx3ilo+p3BBYBRbPtzS7Po2OJGg6aWd+XKGM5zptpaTIcqLYrzX00ilchEB6grjlUQ5KLBXGJjSaHo1GQBB67O8MERZOrtxDlUUuwqrx0jcDXtbthbswEDBWIKxAT/q22vV8pFToSjuSl7DT7fzkeyf0LyXqNsIUyShIk8RNU4VA1v3aySLqpCPldAvteQFVbSMOAueAEkKgfImuCtfjFRVVbV3W0mAsxHFcw6pdnMlEzztpW+RlMVVA+EGAtZq1lXN87GN/RHt2kbOPfA1vffMFWiiy0T4f/shHGB9oglaHo6MD1tbO8KqH70Pc/yAYy+OvfyMfeP/v02g2eebpi0gvBKPxREhlPZTnkgM8IcmGCdbOIOsbBRh8qdxgzQo85eHGmbWe11YUM6fRokF3vst64hKTs6pWJWhAa6qTr+Eorwh1yqKwXL74eaKwxXxnll6vxa2NdS7t3SLNNdoaHnrkNVy/fp3SGPAs7dmeO19lztEoo0hznn7mKg+dP82p00vcub1Lkrtt6M7BPvvHIyq7wenTp1nf2uUtb3o7n3vqU2wdbJLlJfn8LHlS0WnPIJXhqOw7SSGC49EQXyniMOagn7C2dJLR4JjZVsTqqTN88sP/HmMMb/2aN/P+3/wdvvWvfwNa5+xtbrO1e5XN7X3y4R4N2cWqiu3dfeKmwuoML+5wbm2WwzvbRKFieFxy6/mbHB4Muby+zsxcj95iBx0m5KVidm6ROzu3+OMr64QLhoX+Cv2DlHa3QTIec+HcaY63Czw02lp06XNwcIDVsLw4z4mFOVqtFlVRsbOzw5mVNcdkGOb0swxTDjm1dJr13X1832c0GhGGPmfPLaHwufTsNTwV0Fttkicjzp5f5dJ+nwsPnmf92jamyDn38DKF0eTDY8r6vQsQBHWaNJZh/5h87LO4uEgYOmeolXcNNpNATCEc7rTdbjMej8mNSxFRiNrwJMmrnKDlAYYgaNQAKUhGBXmuCRqCdFgSxIHjrZTltGiyRhBErkjLxgV5VtJdarF63yq92ZhR6hi8SZIQtzsM9rZpNhXXr2/SPx7RpjlBpLykx8t60YXa9S8kCAPWwb+tdfyFqiqJ/BDEpOvo3gBFVeArD6HFdOvsYDB1lSosFkOj2XStAatdH7auQic4yMnpce4rPdldo7WZtji8wKeo30yhH1LW/SmlZA3BsSjfDZ7C0K+xeT6+DF2CQJ1DJn2FLisqbSipeOINr2b90rN8/qP/hhc+1UUpRZJ73POKJ3n7u56kHUX4OkP5gZv6C4n1JL/yS/8O3/MY7u9x6p4LU0jPhHRmqhRfueenrZPYtFoNhOds1QgBlcFX/jTMEqCyFiUE6TDH2oIqGdBtWIapdooEIZHC4IsKaXwCa6iE0/mev//VXKhP/Wc+8yf8la//Rp5+6kt0OjM8d/0ym/t7zC4uk+U5Gqf2cAGfFa1Wi8OioNmwfPnGZVaW5gijFF8EKOluxkUxphGEHBwPWJ5rgNC85Y1v4Ytf/hJWGPY3t+n1ZplfWuTq1atIfCpbMkiOYODwHxKXrvDss89yYnmeYKFHMU554o1v4MMf/CCZVLzzHV/N+9//YR5++CxXN66zeecOaZ4x1jllJjg4OqTT7ZCluQsYXVrl4x+6iFKS7omYhRMxK4ttBoczdOa6nIpXeP7SJdrNEHWPIuwY7p2d5dp6Qiuc42hnwEBl6NK4HnsyIk/H5HlJHMfc2drEIDGl4cbWDuPRGKMtzUZM4Plcub1NUZTs7O3SbDY4ubbI+tY2WWFrA42iqHJ2tvc5dXKFLLW02hKMpsh8Dg/79GZavPCldaJ2yOp9JzjYO8QaQ3MuBh2BsPQPRpTaqXXCRogdQ1VWXLtyHZBfoeKx9e5uogsPZkLwDXEcgnXgKk9I+gcDN4to+nUIgBuECyMYj3KEgqjp+NZhw6UFizBCGYNWFqvdIi8CSdIfEbZ9zp1fY3enT5UWmHaDLCnonWiRHBekgxI0lOOC0SAhOR7SakaO+/sSHy/zRddVoFYYTO0Um8jIlHLbT1N7yCcmCq82RBSFi+ewwsV7O12t20p7UqGNxQqHeyvKHFnzBgx2ylyYLKyTv5dlie9LhGA6tS+y3G2J6opaWok11mk66++ZtA8mjzMajWg223WUo6AoSwIhqSrN6dNnnTDdalbPnmf17HkaQcQHP/QB/KDBjYsf4pde+BhWS6LWAn6jw9LJM7z9La/np37yx2hFMa1GxCjNeNMb78cKU/dSBZ4XsHpuwXEKwhCJ4nBrn9b9ZyiMJqrla0o4Q4jnedNUCakAA5HQVFIhqhxdevW5MhhT4EknJlemoDA+pmZfSN/Dq294MggZj0oQHsuLi8zPz7F+8xbbe7uIwCP2ffJx4TB+DY+sLFic6bCyepIoEGxs3uH02fPoomRpaYmnn3+eULgtZCsIuHPnFjc3NIHn02q1SIbH9Ga7pGnKtWtXqOrdURhE6LJiMOyzunyCZDiiyg1hEDE7O0v/eEAgoRHHvOVN5/iTj3yI+86d553/01v5Dx/6fa5dfQ4hFNaUmFTj4ZMllkbT/c772wn7t58liiL8UDEzu8DNq+vcubJHu+uxOnuCmVZEkhdc3dim0++y8mDOydUKZXvoymP59Cyb1w6R0qPd67J1a5MiLenNdPBUSP9oH62dQabZiunN9TjcOyTLC7Y3d0E688q9Z05zaqnNpSs3GRUOdiTqCvX1r38Vn/7U51k3m3S7XZRf8PRTNzEG+geSqjLMrvQ4tbzAc89e5c1f9xif/eMXKIqK5kxIlmV0F1wenrOFG5q9Jv3DAeNR5hKydYXnOSSrreWeQklmF7psbu5w9uwpbt/eYnFxju31XbqzTeJWyNLqPLs7B3gejMelU7CUJcqXNQ3N7RhdPLyz90sp8RCujWgt1dgtpt1uh/XLm4zHOcunZrny3C1WTs2xfmULU8JRdgy4wXdZGKpCE3ohnn3pB2nqPe95z0v+oC/V8dM//dPvefzVr3KROIFinGcIKRz3FTD1dt/JlMw08VYISVEWeL6HNS5LzcV+CzzPr6lawlmErUu2RSrXG5YKW6coGKAoC3RtJ8a6uPKyqhB1G2HCP5VKghBU1tREsbC2zFp3YVQG3/PRtfrBbX8sWDeFNVqjrSYKm2gZUJUZSkmMlrzl7e/g9kHKhXse5B3vfDuNyOOFzz/D81ee4qnP/2ee+9wn+e3f/HU2blzj2pVLXL18lVZnhq/72nfghapeTN2t57WPPcoLL1wj8FwIpDCGLK9ozS269g0S6QVYJGjhHG1IJIrCGiqcpIz693IqPnezslJhhHIpCTi9pGLszBa1Hfvk2mkqaznsH5NVFb3uDL4HwyQlDgKstggraIYxCsGb3/Q6tnZ3GYxGrJ48zeriMhu3bhJFMZsHB5S6IAh8lICiLOk2W653F3oYXeKFPkVV4ocBYRgSBD4WxeH+AVHU5MzaSYq8oDszwzjNKIuccZbTm+khvIB2HKGUz43rV5FekwuvfJTh0YHr8zdn6O/dphIZg8Mh47SgO9OkKgxVVlvLA4EfWTdQygTv/OZzjEvNZz9/hU6nYiw8At9iMknUm2Gup9nbU/iqweqJFbY2DgiCAID9O4ecWFvBC5qM85LQixgMBjRaMWVWsroyy9HRACkkwrih7eL8LPffs0ajEXBt4wAZ+A6GhFsktzZ3OXl6kd2tEd2ZJr2lGfp7Q2bnWsysdQmaktMnT/D0555n+WSPvNCsnp51mtdKo7XLDxyPHUthPM7JRmMU7jqqjEFJt1i6a0gDAikkWZLQimN6nRZH+wOOdvs89vqH2NrYY/X0PEWegBWMswopBemgwFNObinEi3jaFgQCLHTnW+jC0F5oMOznZEmCUB6+7zlXqAWrBOkoI2pGjA7HTuc8Ll0iRxyg84LR8RCtXUswHeZb73nPe37xpVrXXtaVrhSCOIpqLaFHHDoBc146Wr/yJGXhVAJSKox1i7Cuw/fcFkbRarUYDpO6PelQhEp6aGuc1lI5C7GtK1LP8xFSko2G+L6P9NS0h+tJx/XUpdt2WGvR4xwVOqWAj6TA0bc8K6COBiJQU92v1pq8zJwe17hFvBk3yPOcYZLTEgIpPbQuEdbw1Bee5W1vfR1FCqKMmZs7ybv+1rsZ9l3kiO95nD25zO/+3vv46B9+GolieHzAaHiICjvQiAEPT0qs6hL4OUf9hDCMQEAxOOK9P/9BkszyN7/33USNkFCA8cAzE+yds/p6dgjW/U7a0eEx2jpFXVXT4OrzojznbJPKaYKVcsNFJQyLCwt0Oh1Ko2n15gm9daTymJ2fY3v3kHFR8PCDD7C7c0ArbrG8vEwYxChP8Mhjj3Hl+ecIAcKIIq9IypIoDtgfOPxfqg0UFSdPrjHyBxwdH2KEQoiCyBMsznVZWFwmy1IazS5SwqseeTWbG7cYDocMDsZ4CnxjaLRjzpxd5Yt/8lGe/dNP8ujjT/A93/1u/s73fBu3bu+Sm4JGL6LRrm22SR/fj1G+T+BbVld6qNM+e/tbPHPlBoWt+Ja/+jjH/UMOt4/oLXU5uLJP9uwW47Si1V4mtCFlUjLcL5AqZ2lpjpmZmL3NfZIkAetjcOaQ49p6q4VPFIQ1uD3gwYfOc7C3zwvXbzBKEwqrMFmJNcLJLj2PvCjZ2xtjLGze2cdXFSeW5+kttjg8OmY4SHlm5yLLp2c4ff8ptjf3UIVHs9dkOBxiMkOVl/jSc5l7OVOil1I+VZpT4goRW1mstASBk2qmw4qFpUUuPn0VoSTtXsznPv0cJ8502T86JE8Kmp0m0pekg2yqkpDixfHxgrAtiVs+M3Oz3Lm+CbHlaKdiYaVLHC+wu3dAXpaMBxndXrsuijyEgqpy0JtCV7Rbjobn9L8eeT6ud6Mv7SEmGtKX47G2umJ/4Pu/j0rfHeZMGvBau14i2iClqIE3ljiOScYpVVVNh2hBEKAnvAMhUJ6HqWNzJl8zaSPUjgomlmtrLZ6QVLWsawJVz/P8KzS4k+Gbc7g4T/7EauyGc7UtzLiWRpZlGNz/xXFMnjsX1cc+9nG++7u+l6OjPZQvKfKc4+Nj3vGu7+RgdwNTOVfQwe7etMpXgc+D9z3Acxc/xa/8P++rB4MhP/QPf5hmu8F8d84ZLGKPPCsQtuL9v/c+xql27jyT895f+y20FkSB4J3v+kZ2NncYZyOiyAUYHh8fkxrBgw8+zMmlBYrSUpoSP4hfpPbwkZ7vADh1aOTs7CzGVCjpAjqrqsJXdcpHs4XvSZI0pRE1uX71MqNxijQeM7Nt8EIEFekwZXXlJKq+WDc3bnBi9QTPP/c87Xabg4MDmnGDO3su/sZXivE4YWnpBIHns7W3ixVuNjDOMyrrdMqe8BynACeDy/McUTvsyrJE2xqC5FVk23uUyYhWp80rH34VftxivhPw8z/7M/SzAj+SWGlo9jySQUnou6SNC/cHVEZy+2ZKv99n4V4JOkJrTegLdi7nhM2Y3uwM4yTlvod7rN85pB3PYzdzTr52ns/+wRXOvvYEjU7Cx371OspzdvQ4jl2lJ2otauRIawCNRoCpLEHoEXmSo35GUZWMx9k05sq8CN85OZqxBE8SxxGl0UjPEjSDGiJjCaMWWZYRxzHtdofnnrqEtYJGO2Y8ugtbKnKX4qLLkrKoXaShj7buOdnK0mpFDAYpQeCBL6jGGnzNwurcVOKVpin9XRddH8UhQinmFiK0KBkeZ+QDD6k0Fx5aJUnG3Lm1x7nzp7j6pQ2sVfgN6VgswmN0lNBoR24YV0I0E9DfGtGaiRkepvQWuoxGKXNzXW7f2MILAoTV7O8MvmCtffylWtde1pUuUCsGFDBpI7gPgUunRSrSPKHZbLrBUOF8/hOVwGS66nvedJE0xkXgIO0UY2iti193veNgyhvwA+WUEZXrzWZJimy33GBDV0gkZenUC7oqscKt2xaDH/hTKVilczwUUinyMgOcplfWqEWhFKEQrN/pM9eboT/Yq9snTh/57/7tv+T1r38tjXYLJQP8WHC426fZijFZxWc/+xle/ZqHacS/67i3foSt3M2pf3zI3NwsqgRPCqpK8M5v+CY+/Pu/x9GowpQh3/o3vglhvGl/vNON+fyffhIJDLMKpMMrnlld4uk7N/niF7/gzB7RLO2Fed7+picZU2JyTdTtQqXRtmD7eN+1F7gbqRSogCwfEYUNJswiN+ysCExFkg4oha6BOhLf89i/s1HbvSMCK9m7tUWgLXu3d2g1Ivo72zStxYscCc4LQz76/g8wM9vlDW94HR//xKcYZCnSlDSbbYchbMRO1fKi5I+izAjCEN/zqPICLwxcda4UYehz1B9y+9YGi4srJMM2P/xP/hn/6Id+kGws8AJF0tcoX9HqNFk5ucQXPv05Tj3SRs2WrK42aXci7tzYQ1ifIJY0lgSDzRKhjuoOl4fMA9a/fJOwZXho7hRrj8d0ZzyEnKG9GKAq51TzfMdxzrIMbS0mdanWVsPwOGVmtomQFXMrS9zZvUEUeXRUq0Z7unSQiVrHDzzXA08SdG4YDYZYa2k0fUaHGUXu5hFRnDqrvT8gz28Rhj5xx91gRuXIsa01NOOYIndKgmzsbgSltYSRhy4tZZ5PVTxaC6f39eGBV5whK3La7TZIy8FByerqSW7e3HOaXQyLK4sc7A7Ih0MoBWjJpafv8MrXnCNqxFx6eoOwFTDcTSlLiDsRSemMFQZLOi6YmemSJ/U8Rnh1MaUwuZ4GAmAMRfH/twj2uhJUkrv22lqJoFStPRV6WilK6YY1SimH9KvbABKBUQY94eYax17wfa/miToply9cT7iqXJaXsJoqr6etukD6iqgZTe2vgXRqBOX59bRdTtsarVaT3d1dGo0GEkEoIwTCTWHTHCGo3XYFprYnlkVOaSxHwx2wE2i7BCznTi0x7A+Jmg0UJb4IHXu3bnMkw4TPfPwZvvXbv5Xf+q0PYIIm42qEV7bwpDM4yKoi8GMqabl0aZ2vfvu7kMIyuHONP/rMFxjnFqKofv5dvvlbvrVuh4DWzr1TFAVHh9tEUUCe5xTJHrvDTX79xkUs4AeKwOuSAg/df543PfE4h8MxUagwRtDttun3+0SNFuPxmLn5Hv/x43/C0UHKcH+b+W6IsNBshUh8kvGAdrtL4CmEcjfOwWCAF8Vcvvic609a6yKDhCGQCoMmDGJazSaD4xG/97sfcLQxKXjFw6+k24x59uhLJMOMJ554jFwb1i8/T6YrwsBHWeodlKTKM77hG76J3/md91FVrsI87vdZmFvEmiOUuo8f+4mf5//4kb/D3jij43coMsOda3vsbfRp9OapqgOyYUQ6SjncS1mYm6OyBeNhyfyJNjbVjI9L4nnIqyHtmYhyrcPpB2a4ubXN/Q88wHBc4escaxRKWeq2LKNhgucrWrHPcOS2xl4gWZifJR0ndHodktzQ63VoLzbZv3lEEIVkWU6lNa22I9NlRUGaZUTNmpynXbXfakfoyjK0CUWuGQ3HRK2QYpwxOz/H4d4hSEUZVnjCI2457W3cUAyHQ1pBi5nZDoPBAADPk2RFjvJ9B5RphngNiVcKgijk4lM3qPKKOA5RnuDBxx/i6c88SzF2qp+4G3L52Wt0mjNQuh2lEAJTwlOfuM7pVy4wvzqHLwLS48z1lguJrQdwACbXBHHA4GAIGLLEFUGOGggLM7Ncra5POdMv9fEyX3TdyExbZxpwPVWFVa5JL2rNrQuLlF8BGvd9HylBBP6LBmau+izyEguUlWvC+6Hvcs+0qwBarRbZOHX+7RrUrbyAcc2stbZyYJeqZJxnNOMmskYY6soZA8ZJSjNuuWq8bk8oKUBrwtAN0iYEf2stPj7C96A8ZH9vhJVV/XJbwPF3i6MdOjMdZBzXKcTOf5FnGVmRopoenmzTaSvOnn0IaawbOgSa0kp8C5UukFjuPX/aOc2spXvyfv7KyoWp8s7zPI6Pj7CmgJpI1ogDTO4m81euXOPsyZNs39zi6c89Q5bkzCzPcXh4iJGGoCj8a2EAACAASURBVBlxPEzYvHyZX798CSEsoyJz22IZ4EkHJLlw4QKLg0Xe9NijSAH7Wzvs7mxxcHDEztYW46zg27/z25wKxFik0Wgj3Pm3lsceeRAhBONxiS0Ma6dP8W/+1c9SeT5B6BHGHv1+HyHdIl5VFVe//IzLWbNuQv3Jj/8xxgikr5jtdug2WnQ6s05XIgTdbpcPf/BDvPGNb+a5p54hiD10UXLp8nN87Vf/j4yzPkIo/t4/+kl+833/mhfWbxH4AX5POakTlsBbxvMG1GY9klGFChQzMw3SYU53qcHiiZgrz29wQ6XMznVYe6TFOEtp+SFWwOA4YbnbICACJMrTKBXQbEV0ujFZltYZdJrmXMzW/g4nT68hpeR4NGLtvhM8/9RVdOEqOSss82c65GlFpAJUKYmiiCwrsJVL4dDHBYPjDBU4ip/jLpQ0mzEjIzjYPyJuRmANJhfkVcloO6XZidFUtNsx1lbkuWNRV9bQaod0O022NvYd8znJkWO3GI6HFUq66zYIGqTlkM/+8RdR0oGqtBWEcczRnmZ2IaIsBFIa8lxjjRsMblzc5YFHznH5y1cRRiA9OZ3HSCvxrCKKAmxRudw0X5Gm2V1ppDF89lNfdM5JX/CWC5r3feqlXdVe5osuKOme4jhzHFbpK6o6M02XE2h1beNF1g4yxeB4QKfdmi7AXjDx/Tv3mawdZ5MsM1Xbi8ERhsqyQgQBsoZquKrb6YONgSLL8QKfwPNrJoRwScRJioxCrGU60Jv8jIndV2cOtBOGYV3pOqlKVrht2OHBkN68hxRucCCM6yuPbU6SuAGc53l4YcC4f4yxlkajQRA43eU3/43vIkuyaSulMoYkPSZqtbm2fp1zZ+5xrRbtBhwuRcL9jpN+edhoMhhofBmgy5J+XhBFESoIWD57L3NrZxFYvuFvup72JBTzK1pAdf9d1VxgcG0XYVzlbK2zElsjkH7gdhu+jzFVfQN1Ax83KHVQFWUkZVWhAh+rS8Z1O8ndfHP+r1f9khsS1SB7YyYmaPf9ZZYjfbcF1qWDtksJwsrp8/d9t1Oi9vwL8TbKsuTJJ18P5q78D0x9jt3j/NW/9rdpNRT/9Ef/KVUFQcfJ6Yo+tOIms0tzXLl2nSRP8EKH/Dxz8jz/+Q+eIWo3mF+YJU/GrLxqnmF6yMrCMuNqzLPPXWF1YY7+fkLcCDDZIadPrVLJiIODAxbXetxZH3PmwgnKsqSsQBeGqswRyjJKDrh8eZ+w7fThYRjAsaEcGrfVNwXKl2TDHC8QiDiiGpcEgSQdFsRxiN9VWKuZaftko5RmQzJOBWXmIoFaMw3SkUV1Y8CQlxV5mQOSE2tL3Lm1gy40B1vDKalvsmMtyhI/mMxH3Gs/GAw4sbbAxvVN8CAMQ6y0dHtt+ruJc5DWxdSkPTQZsD3/zLXpOuD7atrGEEJQ6ApjYDAa1z/fvS+lcBJUYS3K90Br2g0Pb77BV4be/PcfL/NFt04zqB1lnvIYHB/TaDTqYEk1nYiHYUiSuDezMYZ2q+V4toHrzwrLtDUxMUyUumKcZ8RhVFc/btCVF+P6+wxlWREEgTNH1Is78q6ON4o98qIAK8nHCdRchRcvqrIe1gkpHTRdymlfF9ySkGZjlJAIT+B5js9ra6XDxKhhioytrWs0O49gtUQqH09NzA+uQs+r0kWztBxgOvA8rNaIyvWQV1fWALcjV8LdREproN41uLranZ/Z2dlpCoc2Llk5H4+QxhIqNQWRGGMIPf/uUEZJQhdVwXCUUkqB4O7gUimXrgy18URIeu1OnQKikCpwLaJxwn5/WD/fetdRL8KTG8Z0oRcOJlSV7mcYa52Mj7tfI41FBZKidI8hfOUSRYQAU8+plU9ZGS5cuMD6jatgHfFNSXdD9wMfWUm0rbAYjAYlfIQxGARZBn/v7/4Iv/gLP06uS6KuJiszRCI4Olh3KNDKIEPLwnyHz3/yIrPLPXq9Dr3eLNeuvMDwYJ8kGZK0GnhWUA5hZ3jM/sY2M/MtVlZeyfb2Nl4Irzi5xnF/iNYleeJeo7TMacxAs+Ne0x5Nx1iu3A7s1D0n+PJn19GqIk9zfF+hcRb2pD8m6gS0Gj69mTYbG0cOa1pkPPnko4xEwTOffIHxOHN9T2XodGNGgyMWuh28MGB3r0+Rle49KgWb65tg796QpXLBstm4mr42ZVERNxwYRynF/Pwst29u05vtMk7dDVohGOyPkLiWYlAPrHVlqHTphilYCu0WcWNKdOJe6ygKEJ5yxhtjqJIchGV+fpZrV2/RaMYc7Rw5L0AN/Ekyzcc+13/JV7WXNXvBWkOWjRHBJA7H0u12kUoxysZT4wFKkuZjmp22G9QEQb1QiVpH6Lm2n5CIenAyuWCDwCEgK+MSHyZuNGutk8RM2bF3NcGthnOySW0xpUEJDwkEfoTyxDSHLc9d5arL0sm1yuor0hmqoiRUHqZGBGpriAPLTCes+8+ibqEIrNW0Gm0Cz6NMXWqq53lYVfdRfeXwetIt1EYq5udnaDRiPE8hbMXRcFj/DpMKUKDqBAwhQViDEg6Lp5AYLSjrnpnvxYRBk3azQxwFeL6jiUnlhoOmXrx1nZI8yAtKI5hfXmFxdo5QCpR0agwppYvkUB7C8wmUUw7MLCziRd1a7ysJwiaryydYWVpmbXmJxV6HuWaHhXaPKPAIAg/fVzSiwPEhpJwOQXzfJ/BClPDQ1qVgWCTGiildzlrrUJKej+8rPvLBPwXtXptbN7c5ff4V3HvhHJ4vEdISeP6LbtoengoJgoYbKAqndEC6x/+e7/n7vO3VX8XRFlRJC1HMIHWP9FBQpAG2UvR3SprdBnPLHa6/sMn69au86pEl9p4+5B9/yz/mS09f5vrVPapxQRg1KI1HZis293Y4e+E0N2/sctA/YJgmnDy9SNiClZNdHnzlMqfPLpKMDxGeJm54KM+QjfssLcS88MUbBAEsrbaJG7B6cpbFhZggFHR7Ee3ZBkEnYv+wz8/83Tfx7rc9ypsWFDde+BLbm1tY3Exj7eQCM70GXphz/mybvCqpGLGw2KuvL5c7mOduEZu0/NyNV01VL5OdTJ7n0wLi8LDPwsKc23EIyyTlpH8wwPM8Ntd3AckTj1xAeXVMl3Lu0qnxVAiCUBG3A6TvrOp5XrprNHTSz9u3t2k0Y9fqGLnFfWWmRTNQ9azA/y8vTv8dx8taMra6csL+wPd/L8k4nQ7LsO5FYlKV1dsL3/fJs4woijD2RdhGY1w1OCGI1YOnyaI72ZpMiF9B4AZEYa0JNpXG4GzCnheglKCoJTCTSlv5HkWagJQI44A5Rtzd3roWQz5FzE3ih/x6mKD8oOZDKK6sP08o2py97z5XnegCacELa0VFVWCsz8mz96ArB/PReea26KFP5AcEQUAcNzh18h5abbcDKMuSE8uLDEcuTVUozyEU65aKtbb+Xe+iGw0ghMLYckpiA7c4A5TakI9HVPW/LRJd3a1erHXAIuobAbhiZDQYsnxigUCFiKlFVJClfXrNLuPa7z55nOnPFe7moyeKFusSESYM32l6sXhRCoYQBFKwubvHKEm+ojp2duwXVdCeT5oUlOXkxgBRZ4a1uTkuX70BOkN66kVA8Dqgs9LT5wV3/f+VLmi3G/yLn/0xdo/2yMe1tNCXLKx1WFlrMRgWXPzT26ye63DhsRWOh8ecilb5Tx/+Ivc8sko5hHGVEvRi0IbFxQ5vfOQC//6X/xOd2Q4isIhA0m638aTvAE46///Ie/MYS9f8ru/zLO92ltqruqp6777dt++9c2fu2Ncz43FmPI7kDQsTo0gYcIDgBAfHgEWIgSQkUTYZJAxiVQJyECSYBCkByzZGXgTGY3s8292X7nu7+/ZSe539nHd7lvzxvOdUXzNhxnCRRuKVjqr69KlTb533fX/v7/n+vguj2ZQLu+dxEk6Pjxn2cp77yHXee+MRT125zr077zCpAnRgref4cILUYdVUlYZOt4Uxhk/e2uX2G4+IM4Vop9RScv+9Uy5e26LbajMajJlMJuSzip3dLcbjKUpH3L97yMrqEtPpFClihLTUlSdNU6SE8Thf0DiVlot04rCqdLTbGb6hHbraLY6HoOG763BzS9OYyTCku8wNzefntJTBvSzrJBRTw3Sah0LvPLNpiY4UWkuEUOR5DsC1C7vU0ymtTpvj0YjprGB/r/eBUsa+rjtdhKCsK+q6DlaIxpBmSfBKkEEc4XHNksAjlMA0xVAqAd5hceg44Kp5nlM2VJVFKCNnIZVaqieKZE2RlwipAEmUpFjvmM0KvLdILahthRcuuJk1CQ1e+hABP/ey1QLjzsQaDkFVzBpj8ohWqxN8E7zHesuV89eZjgfoCDw14BA6xKp74UjSFs7mFNMcIRs5dKzQWQjCnCviZrMpx6MRQmnW1tbY3NxkPMkXA0caxZKBRfFQ0Vnn4RsLYSEb/wXhFx3EIjNNCVrdJZY7yyy1l1jtZMRKowXEShIrSRQphHckkSZJYzrtFrvnd5iMBpwOB4vfB5BkyxRNZx0uHNfgrSxuoCBRKkAZoqH7CD8fotqgLFQaIRRSavKiYlw5ZlUdlpdagZJEacbK0iqr6xts754PRjEOfLOCiBONM4Zy2ONkMOHpG9ea/ZFEOkE06wHRZPgIoUjTFkiBjqOm686oS8MP//CfItMVQluSrqC7pSjrGSU1R49PufUNu2w9o3jr/m1e+cVjfuXX7vDipz/K2vIKB3tHOOXZ3NxEa00ryfi5n/8c3SVN1tIkSvP0zWcYD3JEVbGWtXj04JjB4Yj7795n2O8z6E+5dus8v/kvXqYoarx2rG5vsL29xfLyMtZJNjZXefHFZ1ld06xvav7wH/xejJ1ireXpG+dZ2d7mIx/+MJ/+5Dfz7NPb3L//gEeP9qhMialDk3Ny3Kd/OqPfG7O9s05dV825FHLJdCoQkcO6OtwUm3NqjrfOOfMocCJg8VpLojR0yFiHMxVSnXk5z2YFxpjFCldrybMfukyaBhXfdFTSPxwymUyY5x5afBhq0zQVLsCTUaRoNdep94LxZMb1818xtPzfaPu6Lrq+AcA7rTZKSJIk2MhpqRbT/7lgwWOCzj2KzoxpfMhTmnvaeusoqhwvQmqY9UHCW1TlYkrvrSNCoYQKXromRDvPJjN0Y5DuEFjrF0uieS7XPLnGWk9hS7w1C4GEF/O4G4eO04W6ZjKZUBUztBf4OkxZL1+7xjNPP4v3foFJ+4YrWpsSY2pMNSa4Twdc0ZuaNApY5rybG5+ckBdnQZMP9gfISC0w7TnOOQ9rDie+QoizQjx/L2g6YBHwN0GT7+ODwk9KiRWB69ltL4VIobRNK8tYXl5haWkpDPuURKuItfUdup2Ee/fuYeb+Dk8MzJwgRAZ5EfjTT3Bpz0zUg6pQNAnF4ebZDAcb282iKDg4Omw6XxlgAaHJWm1anfbCYzXrrizw4ihWKAFJFJbBvd4jxjPLjWc+jBShkMxXUvObRpwm0AhAklgH6040KorQUvPf/Nm/zLmWRivL+Ligzi0rqy02n0pRKxPe/NUhp69pVBwxGZS88mtv0G21QUdoEZMg2Vrd4PZL9+mdGoa54vbbPd672+dzv/R5PnXpOjsqYbB/RDdrsbO1jTGO/b0Tjo6Ouf/uA+IkIm7H5OUJg/GMR4+Pef4jN9CJZJpPuP3OHdKVZVTa4q/9rX+IbEW8ebTH6/v7vH73Ib/yhc/z//6Tn+PewR675zrsbq4QxzFV7Wl12kymNSKWoCSVNaBC5JPSAVJotWNsVQdpepNwMk/2np/r1tpgA9lJFudemsaNl25M0gqrE1xFohWtJCZJFNvXlhHas7LRxQhLUYQBtaktZeEQxEipmY1KOp0WreV2mA015kpayzDwlZYkSzl/YZvVLOHew68pP/e3tX1dF935RTgr8hANbj1RnCClQqsoeOt6gVaSSMXBQLy56ExVh8GUCf66thmwpHGLdtZGyzjEZ9chMcFbt/Bw9TLEjztnqaoSgSdKFGVZBPpJY/LtjAcniHWCEGrBRLC2RhgXsskQSNTCgX6+jPHW4mpHrDRp0gp8XqHJ4pSV9XN8+eUv4mqDqcpQWGuz4BxnWYfe6aDBtBuTD6WoypK4GW4BWDfj/oOHTQCj4ENPb6CkRjYdrRAh6cF7dwYHyBCDksUJWoS9nz+kUGihSKKAAc871BDB/kQB1gqZRIhYIxoTHefcwhtZCZB40qjFlasXeHj/Iba58CxhYCLcGazwvqy7Zh/n38+/BgFNSOdovNVxzlCakqhRbMkGs++udFnptMLPuiDYGPUHYdAmYXtzY1FYtRRkccbh/rucHh1z8cpzLK90ww1ahkeIZWpiioxHybBkn++b956qkvzRP/Y/8YlPPMfTn+qw85xir3ef8WyKUvA7f883ESWKVluRdTXf+OI1hr2S9ZWMtooZ9QbcfeMOOgIpapyybO+2Wd1ssbXb4p++8uv0I8/xbMTqSpcsy5BWsru7xoefu85sMmV3Zw1TT+hPC4bFgLULES+99g6TcoLTM2azGcIbZtMx125sMZ3kFD5hUNU8c/MyZV6wu3uOVrvNuJLcPzylP57gsfR74+BdEIUMwtl4RllUXL+VoSMwtaW7tIKKgw/KXMLb6bTAGdI0XihDoyjClIF1VOUVQocbaDkrQ/x6JyHOEpZ3WkzLCdsX15n0QgS7NXD71UeL4NizY+CQQqOU4OSgT5qmpO144b09Hs1YW1tj/2jI6XDC66/dJs0Snr21+8HXtQ/8HT/ALSjPJHGUhKReY0JXacyie7XWBjy26Srny7v5wKM0wVxc6hCtLARMJmNs0yXGcURRBQyvLquzdIQ4QmpB2krCpNqGpW6axouCNYcIpJSL4UBVzdkGYVnsnKO2FdabRbGw1uOQ5FWJE5BXJaUJOGDlLMPRKZFKsHis56zzcyyKi5CWspiAcCyvdBdJx3M6U+0C1FAWAx7t95o7uuInfuIvh/1XuoFhzqhdT2Ko879JS7Gw5gOwOLxoulzOunfvHWrxHqHoCecb/Lex1xSAktQ2cJ+N83hiLl0+z/13buOkXthJCiEWCcVzv4p5hzvfxyflq/PjPadygeN0OML5ELTpvQet2V7fZKnVZm55GUJEBbOywnrF6toGo0nF5uY5VldXUSpadGH5bMTB4z1QSfCC0NGZe5qUCFTocIVqgkklQmqsC+eOUhGfevEHuLX+IqNiRnelS2cDbt/ZZ1hO+IZvuYLQlk98+xWG7R7dDtRDw+DRiLXVjKhj2Lm4xKWrS+yei5nlQ3RqOOr16a4tM8in+FjjIkfSVXjtyccj7t3dw9kQJ2WE5/F7J7RbLY73Sk5P97lwrkMcOz7+8ev0R30KU3N4cMT2zjqdVsyFi9uQxUS6w+Fen/ZWi85yGKbGkeL85W1EAivr3YarHrwfolQR+2XyPHjg9nq9EMlTFjjhyDoJSTdiaamzuLbmK9fuSpdRf0KUqtBANdfU5vY649GM81d2qXODcoqVreCXHFZi9kw4JUEqgY4UVVGE4t8kxwx7w4ZmaBfnznA0QyNYSlsh6WNaY035gde1r++iy9nFZF3ISYu0XogK6qoC71Ei5I2laboYCD25NBYipAVI3RQsFQqKlVBbsxieSX3G6VNSN0bmjlgngEQLHQZlQobioALj4KR3SmXqUPC1wpvgohVMazymGRhY7xqz8zC4SZII6SEWCt+E8Ang+PiIN954tfEvaOSSPmC6lQleoh7JYNjDGk+RV++DAJwzjc1kGBz2jvc4HZQIofjTP/bHsb4DLhSs+RJ5/rNhC/9WSpHGCVIYECF6nScwV4lvaGdnHW+QWvJb3vusEGMdkZIoBFoKcOFYXb16lfv33iIvqxBACk8U0bNoJW8duLAknN9gqkZ1YO1Zt3l6eoqpa/x8kCo8nTRYChprsTZwvG1t2D86RBG8AIpZmB0c90eMc0Pd+C9AM8hzFdPpLEQRba+jowaO0IK44XoL4Z8I8ARcYKBIrYiihI8+8z388d/x40we9SlnlivPbfDwzglf/vVX+V2/+7u5+8ZDTt81OBmxdD7i+se22dhe4eLlC5wOJsyM46hXsnPpAteuXSVtd+idDtl7eMTKapuTXo/H+8dsbHRAxHzrJz/Od33mReppwUZnjaq0nF9bB1PgasPDRwMkS1jRYWtzl8tXLrC+tUGdSx49GFJVmrfevsfyRovlcx3Wux1SJWktS0hr7t3bx1k4OR6gM4XKFFYG1edrdx5TlwahPd1uG2scaarJWjFpFjEZzshNxbQqkCmkS5KV9SVWVpaA+YDc0GonyEgy6o9oLyXcv/2ILGuj04jbr9zD2jAYtcYt+LsANy/vLs7vWOnFzVspwfB00qwSQ1RWXpQcTyfBSkBahBOc3/l3rNOVItCZahMc6suyZJbnC+yn1cpwzZBKNH60YsEHtOAMQgTy+kIo0GSXiWZyHxgFKgzG6pL+aQ+lBKaucCZcPK4xXjbCY7wJfgcCyjwIEFaWgsm4qepQAJRkqdNt8s9Ct5dPZ4siPB8GeQGd5SVIJDqLENKTxorVdsrp4XGgPklNJEOyhGs8bq21NBmR5LNZOKnhLNPNGKQN9os4i3UVx0cHQQosYrrpeIGjAgjhm8e80206STw1jiRpBxyNkK6snuiMF4VVSawL3NWGHRuwbzzG28V7eilwqPBofImdCLDD5cvX0aJi0B82+3V2M5hfLF4pDGA9jGdT+qMh49mU0XTCbJbTGww57vcbU5sGc/WQ6JR2u7uAY8I+w/Gwj7OCzc1NOp0VljfWWF9fZaXTDp26ECGy2wu80ngk0tYMJjNqq9g5t01tbZiCqybuXp+tdOY4chhe+mCw42OMifmej/8Z/sc/8ONMH8GHrn2Y3/uHv49/9FM/z2jPUfQND/vv8Q2f+jij/ITXXn+zWdnB/qMxFy/tUMxG7D/eZ3M5AWPZ3lml3z9FasXN67u0khiB4rO/8go//8u/wdHpkM3tTb7hhavcvneHj3z0KZa6a1zcvQAW3r39LkcPHzPrD+kfn1DmNavrKSIKAojjgx7XdtZYiSOOeyOODksimTUMgOCMt3v+HEkqkRKW1pIAHTTROYPTyYLxc+HaBtPm+gnRVZLJoMKUgLDsPdoPNK9Ik2UJdeXY3F4P11npKMuSQW+IjjPq2jbnR2iivLXBGGelzVqnw1I3Q4lwfURxgCznjRYEMZRSgZXiEDip0CImUobHewcffF37wN/xA9yc8+Szgm67uxA4ZGmCd5Y0SRiNxkipUFrjAWsNrlEJCaVBRyFQsQkj9A7iNDnrZoVkNplSlwYtFa00Y3V1dVGMZcNIMHXAapNIE2tNURQo4Ym1JG4oR5J5AY+CcCPSTVcblpVKBfWaEgS2Q2N1OBgMyKchHUAKTWUc3eXzzKqCJIop6rLBnQJn11SBvqaEJNYJs+kQ7wLW6607m/RjqU0TwImgmI04ODnFGENVKf7RP/wpiqIIUmD3/oEZBE6z9IFzLD1EUUISq0XXp5qB4vwRZpIqkODF2WBujgW7JmQ0sMvC8n8OH0jP4qvSbZbaKfuHR42azlM5x7QsmBQVtQ3ij1k+PRvm0UBPpsI60+DN+n03hNoZhtMpTkhsczM4Ou5hCYkRYcAW/FYlqrFNzGinSfgMdMCEtW7gAmcYjyaUlePZmzdCh21BCo2zEo9GqigkK0cRUkV4JMYGxZuSkvX1dV559ZDv/9YfY3t1nc/+7G8GebsWOOW5ee06sjaMBzAa1ByfDMhnJasbEacn+8ymBeNRyZ13j9ja3WE6nfHsxeu00oz3Hh0ymlUIL9m9usaN6zeRMuL+O+/irSTrdrjz1tscnj7GuBFS5kwnFe1Wi/7JkCxOSeKKa5d2aUca7RyVr9GJ5OXXTxA2JVUJx3sTdCSIYkmawHh0RLddc+FCh4sXl7h0rYXWId2inIWfRzgQhu4yLK+0MHkZzrHYN/AEbKx10Dpcn2mWMJqMOT0+YXVthctXtzHGMJ7kjEY9sI7t8xu0VmJsHc6tLIZveu55jnonrLUiPnTrMrFWZEmKkOF8FiIIK+bwlZSSWEpWOgnTqmB7c4ut1e0PvK59XRddICwvqopEZyRxC60SpAj81jRNg1OVc1QND1aJJqtJSpTUi6V54PadST2dazxv9XyKGrw15wVuvmRVShGnSbOMDcYg8wLVarUCz1aEoYAW4Q5f2VBUnQl+uEqFCWxVNRpv5xu2Q6Cnzd/HCej3+xgzIVYRJ6OKJEsRgA6tbJC4NhHy1lqMtRSz0aLDMi5wVxeYZcN8sN7TPz3FNp633//7f4B/8RuvILzHOYv3Z4UyfGUhopgXLyE1SaIbKbQNJ48Lne08ceLJ7vdJWt6TsMT883dzd4n3DcTAOkG3nTIYjanLGVVZLLr2fJo3gaOEVrLpXOcBnwvpcXPTnD/C0NBwenpKr9fjtDcIWO0TfOUFYwNLlraDdahw6MiRNHL0+cUJYOop/fGU0WhGt90JvFJrsFi89Bjvwo1mTsl7Qj0oZEgbWV3fRceG5ex5/sDv/o+IE4GIFb/ve7+V937jbb78z77IN9y4QbvdRYs05IlNHZCi4oS8LChmiuFghi8ll7au0z+cMjopODmYkErNyf4xS+2IjfWUwlQ8PjwkyRwk8IlPPMvNp69RuRjjDdYbnn3hFpNiyK3nr/DqG29w/91jTvoFrVhx9+ExrUxx+doyH35hhwuXMlZWNEnmuHRxndODU9biVZ5bvsjR/QEHD2rSDojEoxPNC994hX//O2/hGDEbwWQ4YWN3jaW1Nt2lzqLjjNqC5z+yQbslWenGfOLZy1SzmuODI/r5EZeutZHCNasJB86yfW4Vb8LxWcq6vPTya5SFQcdt3n1wQNLqkrQEH/nYLl5MApsjiXA+2E6mWfDnmFVT1tdSVs53+fxbb3zgNe3rWhyxixTUeQAAIABJREFUu7vj/8gP/sHFiRrieTxaBTORyWTS2DU60jRdDFYcflFsZNP5Vdag4ygIDpzFmIo0bYXi2ly0tiHFp3EIk5xOp3Q6nUWBE/7MN3eunpkTur1oCkyzbBfeUxY1rW4rLH28CaqixjciFOsQjjgtcqIoXgRXrm1t8Iu/9PM8d/0TPPvxW7z1xZcbH1CPUAqlgjtanCZ88uOf4u0338QIuSDly0jjrKDVztAiKHGUikAqNlZWuXz1ciiuxpMnGXI2RIgQgSKUONOjyzOq1pzWo4Ro8FRD3ai3gCbLA5z1TRf8fnhg/ppFVyuDsTmAKWtq9/4sqvnPlEWAiEJOlmPuKmW9WRyPeREXksVwdV4Y5zOB+ffv849tjl+SJCy3W8yDE5/chA/Uw1A4PSf90Fk5b7AmYPBxa5WVbsze3kFgM3i3EIzME6Hn++GcozYlXoQMOuccZTXEFQaRJByfjPi1X/3fuXcwoBwb8Iobz6yRZjGFsRSmRmmPsp6rW7vMIiCRnB4dM3owIFKSi1cu0u12efXV1zl3bpNpPsHLmij2XHzqGq+8/BZxItnaWGZz/RLH+3vMZjPu3T8iyVK8D1J062qyLGV7Z4P9w3d45uln6d1XLC3XWO94cHxAPnOMxxZbCbAzbl1d5nics72yztXdp/jsl15nY6XLrWeuMz4d8tnb9zi3tUTpKvqHI6rCoWSEpaLdbtM7HrO13SVra3oHE77xY0/z+V+/wzM3N5n0J+z1C4zNufzhLsd7E/oPPR/7xA77ByeMhxk4wcnJhPNba/T7A1bbHYZ1zXSSo2NFZ63DylZKnEiwisfvnFDkIeV4Os259dwWSRoxzUt6p2OKseDh/cN/h8QRQBwlKBnMt51t6Dd1TdFotIUIbIVZkS9OapxfxJt7KbGAVA3xX4duWAmNMw5nHK04RbrgQyqtwJShm1WRDuYXzWZ94NUCJJluBmeSujY448PDhSwy4yBqpdR16CKl0NRlMHmeDqZ4C0VVUtiavK4Y51NUpAJFzYX3Pp48opstI+MEU1uc9ZiybqwlI/BhoryyvoIpDaqhjkVEpHHUdFdiwXiw1tMfT9g7HGI9oCXrUY5vipcVAdIJAypHFYwFAqWs8TAIiQCh8CeNCEUIgRQqkOOUwomQCiu8P+uEAe+gMhYDGH+mDNNJFNI14H1Fz3tPrD2D3ilVURApkMqHCXVD1YpU6LDn+zEn2c+3M6HF2TDuyc5Ya401FdOGOvT+zTErppSmpigK8qokSTLiLG1I/wKDp5j2OJ1WXLhwkVS5BW55tkIIw0JEUFIJlSwc7IypSOIuZDHCVayvJnzm2/4A3/fd30O7k9DqOvYfj2knCZGYIbVnbXUDVwlKpxk+7nPvtdukHcH1T1/m0jdf4sGDB/zqr36B1eWM/UeP0Uow6hc4n/Hu3Ue02kGJJW3Jr//GZ7n34JCHj4+IE0krzWjFEXEiWFrOiOOYd24/5NqlD3P3rR6Hgz0muePosIdyEbOJp556nru4xo//4A8zHBbUxrE/HPMLn/sNdCY47k340pvv8Op798niYLO6ublGXjp0rCCROB+ztNrl4tVVotiztRrk4F/8zTvsXljn8y+/h9iMuHqrxVOXu1jr2b64xsruGo+HOesXN7n6bJcbH15lbUmhJCx3u9TeofFIZTG2Im5YTGURvDEvP7NF0g7D+dW1FDqOkZ0wyR2mlpR29kGVssX2dV90y7LE2JruUgepBNYZdKTOaFqRotVqBRci8X7p6JyfZxs9tnMOWxuECvE+WEe73aYocurGF8F4hxMhPbfb7mBMhTEV83j3JAmGGFVZhuIdxRhT02oF3qe1hvF4vKCozTXotq6xdVMwYxmgBu8oihnddkY7y4LvbpbyTR/5GFI4Xnrpbe6+dZv+6WHoClUQDgQPAY+1Nfff/BIdZYiikAispaDVCrHyiY4aPLn5vKTH24pefz9Y+HnHNIe/+7d/klo2wzMfDEHqBh/2PtDVFIFpIAksBaVkM42P3seA8D44ovkArIaOs+mU58fMGUtV1pRFhTEmyGojHQr3bx3S6Yjt7S1OTk4oiupsONa8FhmoWfO/8SvBDE9+nSvZmEMQQiDQVHmxMFT3gXKwGPJkcRR4rx6Es9RFiaMpqCIo4Ipxn5nxnNu5jFTQTjMSHYWAancmS5VCB3UVjigKn5+XgkhGHB4fMez3abe77Jx7jp/8638fZyJqZ9kfTxj1W5zb2OT2/ffolxUv33mLcVnSbXV59OYRpig53Dvgw999kys3u0gpWF3rEDvFlQvnmQ1zEiWRaULsV5hNOmBXmE4cnc4Gq90uW+sR53c7bK1soGyEcBHb29sc96bEWUyrrXmw/x4zW/Bob4SrHTeeOsenP/Qif+Mf/x0OBwprWqxsJly5eYHeZIRNJXfuPaQWntyWVFXB/v4RWSeiqiXOWMo8Zzgcs7c/xnnBaJbTakfoRHP3/kPWt7rE8TKlkMjNFaxQTMsC3ck5eNgnzx21kRwPJqxuLQMQxUENKqVHSkUSxQwHE2xZoAkrtiKv2L26xs1ntrj2od0QWV8ZUAYiH7QAH/D2VYuuEOInhRBHQojXnnjuvxdCPBZCvNQ8fscT//dnhRDvCCHeFkJ85xPPf1fz3DtCiD/zteycIOQteWsoy5yyzM9US9ZincM0LveROrMqdC64gwWaVdPhOIskMBlsbYIrlCDEOguBjqKFUYr0HqUktqoRvpGamtAFx3GKQqFkhDEVtq7odDpMJoF+EquITpIFvJbAorDWEmUpjsD/RYomMkWTRCneQjmZYW2NM5Y798ZEIiafTZhMR5wO+iGpoq6QUoTBmfBgah72JtwbBD8IhVho/rOsRRwnJEmywK0hDLPqsuLB4xPqxqj7h/7Yf8brrx/gMQsoxznXCDgswgWfBbdwYpsrwmQQd8QRkjN+rxdPYqQsqGVzzDeKNVkSkyW6KWRgK4MkOF0JF4x7FALdKNN2d3dCZ9mwTzxuTg9Y/H3zv/HJ4usRyAYuQQgQAq3CICtNEpaWllheWaLb6SwMq8PKIPTnXirKsqY/m5BXNXlV4+UZhUzrgONrLRn29jHecG5rZ+G2FsctdNZZ8HjnbllSSqQi+HmgQMZcvHiD0tZMJgPiNONzX/4if/JP/A+cP9fmwat9To8OOR4PkMqyspqwttlBZxGRbtHvl3z+F+4zPoBf+9k3ufP2AbFIyXSbyhoOjo54/tbzrKltvvHc93Bt6ynKcsqFnTUu7q4ileC9/Smx0rSF5/D4CGTJ6obGuorBYMBoljOaFHzbjRcY9mvSKGU6NhwcDfmL/9fPcHffUeQeKzSvfH5Ef5JTlBHDcQE2YjIN5jvWGwb9Ea1WinAVKq65fHmdwXGPJApd+Tv3D1nbTplOSqSI2Ti/xu2371IbzWQW4BlBQqurWdns8vjhmMJUjAZBITqtpwQYPqgTs1ZMZWpiZVhbbqEktFNNVRmmk5JKeE57A0wFda7IiwqlBHXTEX+Q29fS6f4d4Lu+wvN/yXv/QvP4OQAhxLPA9wPPNT/zN4QQSoSz+K8D3w08C/ze5rVfZRNU0wLvJRJNpBIiHWNqu3AYC9JNhTGWSKfEcRJ8btOQA5WXJYPRCOPsAptzLvixxnGEaIxpooajO5eO2qpmPBmihA+dSROuOJ+Gz4t/mqa42pBlWQNnQOlC8ZLR3FMgpE0kSUJVlAgfhnZznqlrJtbWB/7uu/e/SC0UdR0oLR/71KewhGFMGPQ56rrCS0ddD+nt3aasK4T0OBEsH4OHcBzoWFHAeReqLO8oyiEHh/3wMSvJNz2/RSvbWVDCJGFoZI2naNgW1oZO18nAu22OOUII0jQlifQZ3NB8Pg6BF3Kh3poPvsIg0zQeFU03rMLrZKTxDXSj4gA9KCWIm2ijIq8brLrx2Gi2SCq0kGcPrYkalaFSCt085j6u3nvm0OvcG2NeuKuqoqoq8sk0rDIa0UaSJE23rUK4YeO7EP5eTa8/AmFoZdlC7WS8W3g+1M2NTanGtwFCxysFSsLWuYvU05LxcIQSMbPZjO/4zI/w3NMrtNaWOH04ZqmzSt6z9N+ruPfmCW++dYCSHYRKOHrUoxjOMIXG+JSbN67yyY9/gm//jv+Qt967y9BMeWf0K1Q8Jh+dcGFnk3KaMzo6Zj2LmU5qpkXNs9cv8Mzly1y78DS3rl/ihWd3ubTV4oWnr7BfTXjm5lNY47lxa5c8z/nwRy9TlR4nBaeHE5JUc3TQQ6uSNIv4+Kefp6wKiikcParwZcT+3SFxO0baiNVzXVSkKfKKovSYHGrn2b2xDMrSO5rwzLM3gsNeJXETRew1S0mHjdUlxvtjBgc5qZII7VjbyBCRx4qaKJEIabj1DW1WLzimdozShsFwDF6dXfPGUBUFVZnj62Anav4tjLy+atH13v8K0Psa3+93Af/Ae1967+8B7wAfax7veO/veu8r4B80r/1qvx2dRMzTE/J8RhxppACtJEKCVmohEzW2pCwLnHHYOlDCWmnKytIS3oehSRiciaZzLhdF78nv5/SmbmcZgULrYJ4xp5A5zgxixsMhtSmZU6DyPA/8Tuep8zCkwQRT7bquiRON0gKp/ULsYJrcLgg+sSopSGyIKfp7P/X/YGZVM7xyi+IQ/A4UtTUgFFkkcVqeyVe1QkhIdESiI0QTi+5E4LjaumAy7jOZ1QgniOIO7WzE3PLb+jAaM97grcdaBy4Yogs/F0LIgA1LBTIMN2N1JiZ4nz9BQydTjX+F0AoVR+Gm0KiGFoKCpqIbJ/BuXrDDMj7LMrysGc9CPLd3Z53t/Hd61ajfROPag8cjFv/WURz+3YSQ2jlrRQoKU1OaegE1OBHEJq0srBg8wZc5imO8byiCItASsQZb5uwf91haW0c3gz1NgCHCiitg/nNMGBWKi5QSHWVkcUa61GI6GVGbsBJJWoLv/Q/+FFp5bj61jT21FIXjxkcvoruate0VWssJV69d4KOfucyNT17gm37nc6xcjSAr2L58kfaq5dOf/ha2dnd49/YRn/21R4zGCffeew8VSzbW22wsR2ivmI0cqoKTx6e8+eXPI/Oa4d4JHZ3xhc/f4fHeKW+8/jatlmDY79HptFg+J9i8JMAb4iRIfbVvUxeCOne89sq7XLt2hWJim1VbuNZs7knbMXfeeECr1aLd1UQZyMRRVY7l7goXr29x/soGeZmz9/CU06Mh3liSVkwUdZkc1lx6aothbxK8rfGIWJEzpXsuRi2XJBue496M3UuXybqCaZ5gfQQiqA3TNG3qXTiXVpdbzMYTNs7FX2Pp+9q3fxNM90eEEK808MNq89x53m+z/qh57v/v+X9pE0L8ESHEF4QQX5hOg/2h1sH7stsNxtxSK3QzKHI4VKQoqmAKHoYoYVlbVRUSibeeSEXEcUraaoc7W1XihVt0ZbNZAMy9tyGd1AXnotrZRXpDHMdhml0bQOKMJ8nagb3QWNOZsqKVZqBAJ7ohXIdtvuSt67rxbTiTuU5m4wb+cCghOe4NQxRPPeLo+JT942C84VyIJ5pT4bTWpDoKzlk6QTQJDUqp0Pk1NLkoVsEaT4TYIuk8dTljf3+f2oZSWxSSv/ZX//zipHgSGzVNwTXGYGz9Pq+GOXXLCdBJSpxEgZ7X+PPqhaOTWHB3Bb+FzuXcVxzKzY2InqSiZUkLU1bkZUh3EM3P0RRb1fBplRSohrIV6ygUeiFRQiJFYFMEsySHN80N+QnDIBnpxT7W85QSEXyB8b4ZwrkFU4KmU8cJjntjLl+8FPBtf+YH22p1FmY+cwglilRzboTfvbq8gZeCWT5CSI+IPHnZ55PPfxtRqdjciFlK4fRkwNpGG6TDI9GxwOQ1kYwxZUW/6JMOFXtf/AWmX3oZd/8Rb/3aF9luL/ONL1zmky8+Q5YkiDyn3eoihCaNU9I45aQ3wSCwpefg4IRpIegNJnzo+YucP7fOSivlo89e58qFDS6db/H2Sw95+uJFrj21A6JifaNDWeUh001aklTTTjN0Go51VdZB8uss+dhQ1w6hJbPcsry8TBxFHD0eUtYFKoKjoyMeP9pDRTDpzxgPplQjy3AwwAtD0op4+iPbWBw2VgFLFpLhdEZpPHkRrpXj42MePRzS650E/njD2a9rS2BbCnzlUNpy85lthoOvn0Ha3wSuAy8A+8BfbJ4XX+G1/l/x/L/8pPf/m/f+Re/9i51OOwwwpGRrayvglSYIAeYFa96dLrir3i06USklrq5RSuKNQVqICBhtlrSaztWBDAOT4KEbtN9Sx0RptBiiEQlOTo7w3lLX5YIqppTCeoFr4mCW11bxusEDvaDbXQ6KmWZfjfUIqYmSGBXJJk4k0KImszHTYsQLz32SwuShg3ee4aDg9GTANJ8tAhORYrF8FVqhfILCB4HIwiVsnq4x563G4ZBbh9YRtXXk+Zij3nBB0frTP/bn+Ge/+FqDyYoFFCCEwhP8e531QfbsHK75XJXXSB/UX5FUZHGKUmJx6D2BJz2HF8LSPw7+Bc33iMCtDr4XTcF9AivWWi+62tWNdarZhKoIEMzC27gxx35yuBdHoaNJkCRRFDDlLFsc81iEpX9QAIb3mF+MIHFu7nvhwQfvXISkcnYBbwT8OBxz7z3l+JTetKbTaoOYD9083tRBBKIU1vrF52wRVM1KxkpHmrYoipDCK11QsaEqnr71adppm5tXLnChs8R6VLC6NOGpWynT3iOSskMxLpmelLz+qz3eeOWAh++lHAxLfvULr3LjqR3aMfRO7vDG229yenhElnZYTtr4sqKcTtnYWUVIycbaJlvr57CFZbvdpptGyKKkzk+4fGmH/skp2+tLrLUzbl7epH98xGwy4OkbW6wuxVhbsbPTItIVkoI7d15jZalFkoJGIKMzBku728WYiihVzGaBCrq5uc6Dd4+JRIskbtFKl1lf3SBpZyxvdDl4POD4cZ+Ny6uINpTesrq6xjjPGU0rRrMZ1im8kySxpLWkOD6cYcYJNz9ykdGgj/IOLSSj0YRYa8a9ihu3LnGw32M4nrG60f7tVcavYfvXKrre+0PvvfXeO+BvEeADCB3sxSdeegHY+1c8/1W3ugjUsIOjQ2ZFTmXqoJ93NuisffBVmHcwdVmhxJkLlYqjBTfUe8doOglYpXc4N4+Bgbo2ZzzXJiFgbuFovcNbWFoJU9H5cKosS4wLF6ExAXg3wlJUeTA+B8bTEV44amuCDLfpisqyBiRJkmFt4NF6KRAq4u//g79OUZZNVlvNL//yL/M7vvO7SOOE0tRB0lgHEx5nLFrFzMpJeP9IEyuNlx4vVViW6wgRclGDHSSOPJ8E60lbMekdc9KbNtJZzXd853M4mYSiKXzjW2wWXeicc1o5i3M1hiCP9nOGSLPS0EkacHN9RqEK7IEzipdSKkAgkSaNk7A09Q6tJKrpcrWKFt0vWgePY61ZWd+gmI3xtVnYTAbGw9nvUlIvuNpu4R5nFt2scw4jzoxzrCBE/cgQCR+KfeA6SykXQzCBRTc3hIUYQwiihqeLgn7vgGypg2h8keevlc3nJBrTcLegqgX4JxIZK+srWK+oXUhhVkrgTWgCnnrqM/SPRwxPT7iwdINvvvEZtvwqN89fpZ722U2WiGtYaaW8crzHz37pJR7mBWNqHh72mVQlxqxQ5JY47nB03CevauI0Y319g+nRgIubm6wlbTaXV7iwuc3a0gWKkeZwLyftnGNpc4nrH7rCeDYl7iacv3KeKzcvcP1qh8noMRvbiqefXsLLHp/+zDN4LUjijHpquHLhIts7q3SzFCU03iuck+SjEipNPnbY2Yx6MmNzucXw6ATKknZj6LSy3MYWlktXt9jeWef4+BgQGOc5PulhZ55MJWyfW2J9OyNJNcsrawi3xO6FHc5dXMWcliy3IYk89awiVVHwyTCWo/4JUmoimRAlyddSpn5b279W0RVC7Dzxz+8D5syGnwa+XwiRCCGuAjeA3wQ+D9wQQlwVQsSEYdtPf7XfE1zCTDBLQZLGKUo23gNz/M+5hrakcLVZ2AK62qCFXBh7J60MryWtTjv4sxqLM0FSKxEhrI9AUfNN5ppEhGGJB+GDBeQc6pAS4ljTzlrIJtTQWhssHS1oGahU3oISOpjmOE9Z1ngviJRGCU2ZB6vIqqrotrokMuXx44cBKyXgidPpMXv7hxwenSCEoJh7PBA6puGoT7/f5/7d9xAucGClD/JbjyASilarQxQHY+/Qjc15ooY8n3DaP2E8KtBpSmdtg0Sesre3FwZNXiys8uY3jdD0OSoHztSh2BqHUKHjhcZiMQqx6QvL76b4QlN4mwGTlyFBQEpJFgfp7QIiiVSg+SmBsBbR2D/GUcLG1g7TIn+fOEIIscjHi2K9YDeoBkedp0jPP0PpQTWrI7wPAYfeg3iCpSDO4BCFCuZHzf/Pb0JChI7Vy1BEvIVeb8LG6kYY/BEgEOOfEI5407BcPFJECDRIhSYmjjVlPqYuw8DReUExLZAIvvf3/Ajnd55mY/sCqyvrZHIVLVq00zWiaJUsanP1fJcXntvmmafXeXz/Ae10CWU9w/6IpaUWaxvLPHXjGp2VZR48OkYY6J+ecnwUjJTuP7rPdFrT700p8pzrFy9TSc/9e/u89IV3+Zl//M+pqorH9w5JdBtvBePRjO7KMrPJFOErvvM7PslsUiILxejUEamI++/uMRiM2Fjt4qoppioZH/fYvRRx89k1rt9c59KNDZ796EXSJcGNZ6/iKRhP+kQCVGXZ7q7z8MER/VGO0jGz0YzZoMB5w/q5hGtPR4z6BcXAkCQZEo0pwVcaUSfEaZeikDy+P2Y4KLDeMS0rdJpQ5JbVrZXAU5dfaZH+b7Z91WBKIcRPAZ8BNoQQj4D/DviMEOIFAkRwH/ghAO/960KI/xt4AzDAf+4D6REhxI8A/5TAXPxJ7/3rX8sOzgcrZxiiwM+NSJqlWnCvCoMzL866D+fcwuYRgrftvENMkgTr3SK1Ac7McKRUVFWBSlKUipruDUxlECoMouqyCnZ/k2lIl62DafPcwQjAlMH8Zs60qKrwM1IE023TSIqNqYmSFOdAKsdHP/oCv/DLn232K7znvXePuHB5A+GDsYiUEmMcWgfaXKDRlZiqotNp4xs5dLe5QTjngs2it4HrO/9MlEN5RZ2PefjoHf75Lz6g2woprq++8gYvvy35C3/lv6SlAgwznYzptFrYpsgJJzEClG/oZs3xkjJwiWMROkVD4/PrHN4Hb4dAqzrDaxUCj8fLxtdXNFaVUpC44LUbFIg+GE57D0pybmOTvcMDNtbPEclg7+nnpvTe46REEb0v3sk/6bUq5Fc+55oUYefm/hIe0aSLIATSK5Bn59r8Z51zjd+EoCzHxJ3VYPTjZUiiXkA2HqljvLFEUlGaOghVBDipaCcpg8mU2gdYzHhHKwlmT2vdLu1UsL6+ybC/j7U5k0mfw4Mek9mIdC2DEiaDEZe2VmlfvUCSJLzy6n2eunmeogz0rTvvvMHm2jre5CAs7U6HnasbaAXnsi2ODg4ZDir6+QneJlg/5bnnn+Hu3btcu3mD8SxHRxkvv/wyN248zVPPL6O15vO//uvcuH6D1166Q+/wlFtXrtNfmyFFghaGtdV1Lu6u85FnzvPw6DHH/QEbW6uUxpDPxrRaLd5++x12Lq7x+u0v8fEXP86/+OVXoDZ0WxnvPt5HyRhTCVQnwkmLry1LmxEyMjx8PCVNWsRpRKw1g6MpZV4j1QxT1xwf9XDGk7YSyjIoR3unQ4yD8jTAG8yZSx/w9nUtAz6/u+P/0A/8PqIoIk2TRTaVcZZOp0MxywPORlNUpGdjeZWolTIZjhBChQ+xLBd4sDFnXFSpgzNYcO4K+Wiz2Yw4TjGmQjb2jgqBTmKqqqIoCuI4dMXLrQ6T2XTBfogTjZIRVePtO8cWHZYyr3C+atgQGiUEVVVgvWgEFhVKBU+Jopjw+utf5tU338OaJul3eYP/4kd/kL2He0gdNdN6T7fdxkvPX/2rfwutl/iP/9Dv5yMvvkCkA145lwIHFc6E0XjKrKwCtiglxhuyrE0kFX/37/0dPvrR7+RHf/T34esBv/H5L7O9c4X7b9/nE5+8yn/9w3+eH/ix/4qN9Sz47D4xTJt/VYLg1avPMFWFeB//15iAOy9cvJ6Q7c5ft/BBeAIGAJoVQOD+Pqlq86bmuNdnfW2L/uCEzc3NhaHO3JCoMnVDFQswA85T+QA3yMa3GOuwnMmXvfcIF6h9c37u4jw0T/KamygYa5twS4Hxjtp7WkqSJC3GswnSO6z1lKb8Lc2ExlY1xhtq43C2psynHJ0MyOKIrd0NfvOz/5wsyxAoNjd20aom77/B3v4jRKQp6hk7z17h9c+9RtySpDpiZXmDfv8UYSGOJYPpmPOXr1CMp8TKBeNyIammOZFKabfb7B0/Znl1uVmB1Wytb3HwcB+nLOs750izBGsg68YMhhO++PqbXD6/S41haW0l3Bhtyb23HqGkQ9mYrBXRTjPuPT5Gqizg23VBGmecv3Keh48foBOBSmK2t7d5+849tre3EEJw7+4BL3zkBm++skcxsexsbzIYTqjrOnzGckZnKcK4KrBBcLg6JMCUU0E50otoq7N07RAmmnRSptMpiVZMJgXgcE2IapZFrG20+dwvvPOByoC/riPYnQsm43P81DlHFifgBcV4ukhAmKuHlNT0RlP8cNJ0rA7nGkGEbdzjZWAAQPjQK+dxLviwGhMGGEIIhIsWPFtBSPatizIoxxrfgNFoBFLQ7/dZWloiTVPyssQ20/0oUoALTklpiveBlqKUwltLXle0Wh2MCSkXEt9E/AieunELWhnD/QGTosKYmv5Bzqyq6EZR+BmlaSUd/vb/8b9SFSW1OGGp1UEYhYgbtpR11N5RljOMcU2xs5RVUHclSUJtHEVZUM8WXFqBAAAgAElEQVRG5Pk9fuanf4ntc22WuheJooh/7zMf47WXvsR/8qf/KKf9t7h1+RZ/8o/+BH/uL/3PxBRYPzcz9zTEZ4yVRCrwfUMUOk2XaoParYm0n7M3QlELY7Ngv3gmVHiSP/tkhysbulg+mRK3MjY3NznqnbK9tgE+SJalOOtcF1l6onlfYYhcQ7ujWTFJiXti+S+cxcuzAdmZas0/0bEGyGIxeBOBpAYBDikB6SoQAtPs1JzJAoRiW1dY6xAIMDXOg9QpsQYhPa+9/ApOQO0sWZoxK/oUeUU1POL8xR1G0xG9wwPe/OIXUalCR8scHvewDo57fbrdNq1shTKv+PLLt4lbCfm04OlL55mOJ/THNWU5YbWbs721gXUlvUGfnZ1zPO4dIDqSuN3mZNbnXHuH2w/vsLa2zo3rT6HeO+D+6Zid7TWOT4Z0Oi2qombr/AWoJtgirPQG4xEffu4p7j54yPkL5xj0R8SJ5qi/x+bWMksrSwwGA778xZdYXu7y9lt3SVttJuOcBw+PG2ZSzdFxbwEZFeOKbCmmKiqsk1hrsLUPuYg+ppo4ojgcvzSNUSpqwjJDWK01nk57ieFwiG3MpGKtcRamo5xiWn3gde3rWgYcTmZJWVbM49NRoVDM5abBolGg5h1PI+G0tm46ldB1gEQIjVLB7b/KC6bTKdYajAlFsqyrs6l/rJogyhmVMcFFLAuSzMpWlGVOborAWFhexuIpqrOk4fk+2sqSxRnOBYtHKTXOwTTP6bSWQ/yPEBTljLyckbYysiyh21nlqd0bPHvrGW7duMT5c5vsHz3g0qXz0LA1QndWB96icFhv+Ct/82/zyuu3F+kaIW2jAAL+LZxvJvFiIVCwZUVnaZ2su8UP/ac/yrd/+7cQJW3KasbgdIaxnlvPfyPbOzt888e/hZdevc1/+7/8CV79zX+CFgf8lb/wf9JuhymvaVIkpAvUsrmkeP65CKFoZylZGjdRNwopFSqKm2CjcKzm2DPQsC/OBBdKBRHEnHLVbrfRBNnzztoqk9ksnDvN0n8+yHvSEyGwHOIG+03ROm4KsVzgr4FL2wwj59xf64K8F953wzg7X9+PAc6La1ValNJIpZEqhFk6xyLWxzVYfO0CnCIaIY53IW14OumH8EQdhDaD4RgRKawTnJ4OMFXBdpTx3OXrzEYl/aMecSIpakOaZWxfvsbeoI9OIEoV+XjCbDTmtTt3GVWWjd1tzl86Ty3h4GSPrQsXWNve4NFoxKNxH78cMTIl/bJEL7WYioiHJ2M+d+cu+3s9hicVx6cDepP/j7z3jLLrvM40n5PTTXUrB6AKOZIgCAZJpER7LLmVrJZkyyNZtmQFy0medhiP3e7ukbqdVvdYdjvO2O12W3JQsCVLNpVNSiJFUoRIggRBAIVcVahcN4eTzzc/vnMv6H/9g7MW15q7Vi0uhCoUb52zz/72ft/n7VPr+CxeucGZZy9xdb1BpFvs9EOEafLcxYuMTVbYrG3gFB1iEWG5FsVqmafPPU8viSmNFpmYGqcyUqSxFlBwXPq1Nm+++26Knoqi5HhMW8co6nS7EXFoEvVV+s2UpKfTqwsZ4ZPIUNvKiEu16hJFfSlhFAlpHJElEb1OS3J/DZNRx2bajVHSDJF/vNSvl33RFULgeZ58OqkqURSTJHnib76Y8cMYochYcSEUsjjD84pyHphr4JMslXKqXOM6iNqRMdzacPmSiox+EBJEMUEQDTvfJJGzYE1PEapMm5CFJkPVwDEtbMNEyRQqxQpZnBFEMe1ee+gmy+J02LF7xRJRIqlmSRTjWi5pnuUW9KWOt+R4FItFiuURpmbmqDVrOFZRJqVmGWgKnX4jf+pL62qStEnjOmom49p7gT/kG0h/gzwKD2ebQkYCbW/1CXsbhMJgu77K2bMvcOLEHezfP4NuyMLgeR6ZULjjjntIELzuDW+ivq3za//hbZw98x3+jw99kNPPbgzxkTK9NcnnuLeWcACqJuPiVVVBHlbSIWLxxUkNct6rM7hUJTbhVqLEi/+ekrvQip4tbd+KRqbmGW+DzvVFel9VVUGXBd80TRyvhJO74SDLF3/KcISlqvKhL4ScwRqqNhyDDHYLSnYLkq7AixZzqbyJs5QkjqV+PImloSJ90R4iX/DJBae0vZu2RZrFGJpOsVSg122xvb1JEvsobhnDcdmz+yDdNGFlvcXc2DRHj+3mwPws3W6XyfEplm5cZXRsAqEohGlCqxEh0BgbLxPGEd1un51Gm14QMLPvKI889QKNRKXezag1fK5f32Zry6dRT/nO0+fZWu2zs+Wzfq3O2MgYmqrS62R0azHr1xrEvsWuhUlsq8SVK8v4XZ9aq0c/Udmq98AoceX6NarjFfx+yJWVNcqFEba2axhmgUxxCcOY3fvKTJQMipbB+StnGR8ryfs0TTAMnSSNQZMP5izLQMhrZbDMLozIGXNjp832dgfT0KiUHI7NyiDSMAkJY/mgG6l4OJ7D29/6XmwySt4ta/hL+XpZF10hBI5pEYYhpVIJYDh7S4TAT2RszyBVIIoi0kzCLVqtNmmUQJxiqTp6DuROEQRxRKYoxFGuedWQCy7+pX/fM20c00IVai6w10HoZLFCmsUkOQBZN22EqkgSvabi+z7FYpFK2aNcHpEENIV8aZQv7QJ/GIgJEEQR5dKITDB2THmz50F/lm6hKSm2JdjarknpTRYTRv6QATzAFkZRgGUWCAMp+M/iiDiTyzMJLM+Gx2KQ8O8o9nHtlOJYic986os8+fij1OvbvHDhMorp0O9kPPnk8zx3YRVQMQyL6eldIFTmD8xheRPMzk3xrp/8GfAv4BZCPv03/4iql+l2Wwy4vIMkjcH7O4C+DzS4Q+lVXrQG9l2Qowk5I9eHEJ/Bezn4eoMCbRgGIBeHRj62ebERA26ND/Q8NkikGYIEgXStiZzXMIDHDwq7NpSXS1YuQhkW9yxf4A3+huDWiWJgyBmoPLIkRlXzk1MUDx9SSRzLENI0RSTSkHHt6iKGZlIslmk0GqAbNBsNis44lj3BM888xbcefYTxsRlKni6zxjKTletLTFRcOrU1sijk4vkr1LYalLwScRYzPjOK5bhYBZN6u0OvG5CpFk88c54Mjc2NNqPlKo5ZJokMdrY69Nox7c2YNNDpNRN69T4ilqMbXWiEvRhF1Tl4+yRLG6soRsiuw3OUp0ZoNCCJDEZGJ+h0MmLh4vs+3dAnjUL6QUQaGYhQYfnGCrvnSqRBh/WtBh4mSQiJ3+FnPvhG9uwpE4U+5aKDbSlYhkZlxJMnXTXFsFRUXRD5faYniuzdP83sbJlD+8b5ibf8a8J+iGWaWJpKsWDg2tLpWSqX+ceHvsy9p04QpZlckr/Er5d10UWBMAtBhXa3LZUJlk6r0wJVoiyCoI9lGaRpDqYQ+SA8T/U1bIs4S+XFLVJ6fh+hQJzGWI6JYVoIoQ4Ll0izIa0rEQlBHOBHvpxTJglBIJ1vqqIPZ8WDhYqi54nASkan36HRbNPzuziO1PpFSYyum5imjWmaLOzeLYtNvnFvdWRXLFKp641zKpnnuIyWxrCtAn6rxezsbjRVOvIiP8rNILIACZHy8b/6BFdvXCfJFOI4HS4QszwjPhGSBzvoejUBCSEn776NoLfDm970DpIkYd/CNNcuX+Pi1SVMRycOWjz3wg2+e+YS5Jt9VZEPq/nd+zlydD9ve/sPcfnSDd71Y2/jM3/73zn9yGf5kff9X3L+za0CNJiFapqE/wzigob0uBfNPIeEsBc9FOXnDghqABmKkuVfR8OyHHk5iFthli/ucgfFPMtkp69qyMUmQkrS8sqpIXW3GtIunHJrfiuSWDrxRAqDpZ78x4bfYz48kNdWzq8YiCXCMJC7BlXOasM0kZ1umhGn4McJceKzub1Jtxdw9eo1+t0eqohR0DFMFz0LqVTKuEWXlfUNllY2CQl5+oVnCTUDwyvijoxiGAqlER0/6KCoGQePLJAk0Gj2adZ9+j2f7brPzmYd0zBwPJs0jbl4foUsgSyN0VSVg/t2Y9s2U9Nl9i5ME0Uhx+6o0AtqhGGDyekCBw9MYgmbPZP7GC1NsbXSpr7jc+TwHLMzFZavrdNv9ejuhFy+cAPXcuk0FZr1BMuWjr0kCLl6aZsgUNm7e4656Qk8U6fb6PCNf36I8xcvUnAg8yNMVeH77z2BrWZMTHkUyypj4zZ758Y4dcc8M3MWitJBUxManQ6/+4lP0ERherSCoRoYqLiGRcHx6Pd9NNVkrVHH931p43+JXy/roqsqKoamY+oGxaKMvVaEkHHlqgqZksduyPmYkXcnSRqjqJDkxSsVMkQySRLiHLKikMNTggBVV3P2gixKg1msqurEcYrluGSohGlCseQNi6xE/5kIkaJkIu/GZDSJ7UoWqWma0tmVm1/jOKTRqBHGKTfXpD9ENySg23E8SEHNXVoD6hlAnMXYmkWzswOKJkcTQh0GLJJJmMv4+DQH9s8T9dukcXxLLZDdgmiTYxvTJAEhUAyTKE74kR/6ECeOz2MYBjPTk/z6r3+Er339QbqNGuvr63S6bUaKBYh73LixzPPnr+bQa/n/Pj8/TxKlvOKeV7J+c4ef/fAHqUwe52c/9ACOI/i1X3o/l663hgqEwZhDzuisvPjeSloYfF1g6MIbdKxDy60mRyuDEcTQ+ZUvzoZytBfxdhVFldIsIZkeZCmxgIFbT80788G1MPjvIDlZjovkOEfJ+cNJEpHEMeTXkBwb5LbpKEDJ0lsutzTLFRAQJ4I0kinXYdAnjgKESGl3WnS6LVZWFrnz5G088Kr70XVprPC8cV55/wNMzUzylje/C7tUptFrsdZs0AhC/CSkPFYmU2BpbYeVlRVmR2ZxjSIFr0Icx1y/UWdtpU2nFRH4GaaZkWZ9ihUHU4d+10cXGifv2cvxE3OMV0c4emSe9bUNwjCm0+xQchUqIwWeePQKVlTCxqXqVgnqIVvLda5f2uTqxTWSUMU2C9zc2OLalU16QUi71WdiapJ2Q2d2eip/uKlUCh5hP+SeU8exbRlGmegRWdhlcmwcUXLZ6vaYrI5SLluUyxYl02RMm8CKU/qtkG49REt1ack3DdZublKr99lcb7O2XEfRJO2v0e4O2dRZBn4UEyYp3W6fLN/zaPpLr+56WasXRCZQhZybGZqOH/kkkfRs66qGasgj/YDgNdDZGppGEATohjZMYxD5DVcsFoddn6aqRFFImiU4nittt4Ih72EgZ8ryGXLJK9HptIbxNEKBMI5QhdSWpkmEUPIjiUjRVFCESparJixDwXZH8q5PkIlkyACWReZWivFwM66pJFGEber0wgAQ3Lhxg9n5BWo3t4joy2JKjMDkxLGD0oYsJIg8zsQwrHMovVIyTMshSQNSRUXNEjzX4pvfeJLlK5ex3/YG4ijg2G1HaXZa/Pe/+jgnjt3Bwp5dbDhL7DT6XFlap1oZwfFskiCgUC6xd2GGLNFBUTh56iBCCA4c3M2ehduJwh3e/s4PUtu6yoE90/zhxx7j53/lQ6RJY1hgB+mvA4DR4DU82mtK/sDTUIVUBww0s4O/Nyikg33W4H3U8iTYwZ+rOQYzS1KEpqPmOXgo+Z8qKQhBggwDSdMMkSFVI7qaOxHFix5mkKQJClkuxZPxQGQgMIlT6awMggChqMRxih+F0lKdp1sHvTau53H6yTO0WksksSCJI37sXT9Ns7VFsVBAURQKjo3jWJiuzuzCEYxCFSXuE0Z1pucn6EYCxTfx/SZ33H6Cm0vLrDd28ApleoFkDGRxQhgEhH7C7v0T6JrFyJhJFMZ0+yGGJs01W+tN1Cyl2eqxWWsRtGMsW8N2BTd3GrRrLRTh4RQM2u0EW+vR7gYousH+A/Ncv7YmGbX9DigJoGHpFlEM9fU+qlFk/VqLiqFx8vh+wjSlV9/m6uVrVDyp9onjmP2330175RrdzRB9tEKt2WBzrc6x/Xtp9Gs8ce5ZeoFCIYkpjo7Q6fhs+NDo3OCe2+/g2QsXCMIEzVDxSuN0/ZAok+D+VJFuxTg3VJm6QazIhX2r1XnJ69rLutNFgSAOidJEsjBt2erLizdEyX3y3X6PVCTDDX4Q9OX8j9wHH4bEYYihm0MGgLR2ypmilpPKZMeVc3LzDjJJEkil4aHdbqMClmsR+r5MmxCCfhAQRHIpZhgGtmuQpCmKKhNiZdQMJJn0eGcZ2LZNEkv9qK4aw4Rj09SHtuIskcsXy5ZSJ8s0UYRKc3sDU9eJ0ghDle+JlH95NDstuu02oh/KQiHEv5gPkudKKYoE74RhSBoGJAn0gox/fvQfeWFxi3LFxlBV9uzZy96FOc48f46ba5ts17dR0yb12jZHTxyh1WqRKbCzs8PDjz7DTqvH6kZrOAc9cvh2LEtQKY/jFqb4vu95Jc985xwLh1R6/Rv8wk/9Ep99cFFCYDIIk5gUMVw+vvgjTYUkdOW23mHXm7/+5XLt1rJNGkfi4WghUyAS8mebAVkS3spdA0QSkykqiSINHkkWy042DVGEHDHFcTz8GJwkNAEiEcRBTByFJGGASCPSOCAKU6I4JRMK3W6fXq9H4Ie0e3VuXLjCV7/+eb74tQf59Gc/yfWlc2xuN0mThAMHDrLT3KHd65Nm4LlFbMdDNQ3CTpsoTZgoTNCs1zA0k7W1TTRFwy4WGCmXWL5xBa9gUvAUtre3mC0WKDkaIgtQFVO6DdOM204doGA7ZImCp9uE/RTHMFi9sY6u6OyaLjFiCUqu4OTx3RgY7J2tUirblCtQLINtQrPdZ3SkwKnD8/R3ahiaThZmGKgU7QIGOlE3ZnK6hFfKmJsdwSqOEJgO11t9zq+tIxwPzSphWg4jY0WiIOabLzxOaWaa6ckSVlnlxNwU++cW0DDQdZvNRgvNgNe85nskktMX2FZGEEY8/PhZ2t0Yw3SolCcRYUyWpkPFiqLfsrbHWQqGIt1plkA3XnqI+cu60wUwLHN4nB90snEsjQxJLvGqlMryBlNzpxdyrKAoCloGpic93v1cSiTngBpxnGLqhoS3AKAQRCFmHnOu6wqFgkyEkNIugWYYuJ5HFmdkqOioCNPGdVzCMMSxTHzfR2iysHdabTTNwHVdhBAkWYpuGvhhkM8vpelC5EqMQSy0pugouiyMSSyXNgoKMRmba2vcdvIORsdH2Li5Lr91VeH248cQyK7p8vJVtGKR+T3zqCpoti0VDEmeuJpGKMhCEYSCOGmhmja//uu/ybe/+Q3e+5638/l/+AxXzy2iqSlpFnDwwCxBX+GFpS1OHT/I5voq/XYbUXBZvHqN0dExzj59hlP33sEXv/Ywu6dHaLQEjjfDPXdN8f2vvYckyRgZm+LAkVcxNT7Nr/yHD/DUUy/w2KOX+OSnFvnDP/kIUdDIu/JbY4Z/0am/yJgBDOfDIClxWa7SGIjhB6/B3F/JP0ekKaCQJYIkU0izCCWTDFWRF9Q0TUEoxIlUFAgZoIFIBUo+hgjD8NaNm6QymDKH/ziOxc5Og6fPPMe++d2cv3iBRn0TzVAJk5jIj/D7IYIUwzBwbIuVlToPP/wg73zn++m2fJ46/ST75ndjOTa6adLvBzz8+Nd577t/mqtrayRpnyP75im4ZZ5bvMjG2gpzczOMT08SpT6N7TpqpNHcaiMigefY7J6r4rourlfk9HcvcI9+G0mqML9rhKuXa+yZnqLR6eLqHrVWF7WfcfLwXiqlEr1ewOxElSvX1/EKNhOVEhMTE1y5ukoUh3huxrkrl0iSjKDrMzU1gqbIe7nXbaENFqRC5ebKBtWJPiJVaXf7KEqKW7QkdySLiCKV2ekZ9MzlMw89yrE9ezl/+RoHb7+N1Ss32K6nmIbBrrFxLt9cwjI9lCBF0RWiRJpVdEPFti3SVI4ToygiQ6UfdOn3+0NFEUh7e7vWQLNNsjgduktfytfLuugK+Bfjg8Gxe8CUHdyIYRje+v0EdKGga3ouk8okti1JsE0dVTfzCJ5bWEfJdNNIs1QW+SzD1kyU/DgLsugahkHP75OhYNqyyEZ5ce80W3ieR5RIOVkYhghFHy50ut2uBOWoGv1uB83I5W3EZMgOu9ttDwuvaZroQh5FTMuiHwQYlomlJ4yPjXL92jr7j+yitrkj3XZxRpIG+L6PkbuT4iQgjVNSVSHLAlQtQwiVTCjEUYxgQM+S73cS9Dl/vs7W6nXCUGN0cpSlpW2KpTL33TOGrtks3zyHliRohsVYdZSbfjdHIBrUGh0mj87jGCrTky6OW+KRRx5mbOoGnd5e9sxV+MYj3+X2O05hmLlMz5rjxz/wGuKoyfL1P+WfPvdnfPqvH+Ijv/VHzMzcUiUoIrf3ZtkwBJMXBWPecq7lS6ycZzEwRsRZiohSYiGTYwdM4jSV+E4F9ZYSBnFr+ZjkbrQcFCTB6zpxmlKujLG1usynP/t5Thw7THGkwvrGGo2dGmGc0G23cju0vNGvL53HMAyCfj/v7DPKhSIXLlwYjj4cy+bAwcNcvbJElgg6vT6KnnJu8TzVapUoitm//xAXFk9z+vRX8RyXVBRpt9ssLa1QdDwcVcKTrt9Yx3Ecuu2MTqPHyFwFTYlxSg5O4tGs1WnUW1TLJnrcY7wQMzc/SXNzh9XtdbLMwnZ0LMOiFzR48rmrWGpGpagzOTqGqghGPAdLhcvnz3Lk8O0023VubrVRFYXAjymVPbI0ZKRqMlIu0mq1MCwV3QCvYLL/wALb29ssr27gOA6vPnmI5aUNbt93ADUTXLxylUgVbHU2EVnEla0b3HZqnicuPEfSU4lCgeeaHDx0J0EQsHTtIm95/Rv5268+iKbqTI+77J1fYOnmEnGaEASRBPOnAVEgw2FFCkoeSlrwLCZGHPpRzGatxaEDsywv/s/ixP/nXi/roqsAumLiFlyyLKVcLNHr9YYd7wDB5ziOvOkyAbnOUigKmm2iJCmKyCTUOIyJOj0cxyGKIizLotfrDbfjlmXh+wG2YRBrCSSSTRDl0jDTNOWRRFOHyQKDRY+u6xiuSX1rm1K1DKlCGEdSPK/AaHGUVqeNITQcz0VRJN+h1+thGSZC1XAsF9+Xv0bIjXaW34ye7dHs7qCpKmEW0mysomYLlMcKFB2LjogJen3IUmzHod/voSAhKSJNURRyV14io9yTdKgikJZW6RDrdZokyk0+9rt/yc/9zFuoeOP89d98kje94S24BY+J2XHKhSp+2MP1DB649xR//+BXEFnMVHWSsNfk+qrGwvw+Lp5fZHp6hHqjTW3nGZYvCVx3BFPt8NQzFzh9xmWionPm7Bk8z2P3/vv5V6+9g7ldZf7x87/Dtx69wBf+6TMkgY9AkObLjYGSIX3RXDfLZXGSmYAUtwtBEPTRNI0ozUizDD0VZGgUymWyJKHT8+l3+qxcW+bJs8+RRT575ncxMTXFCy+8gK3r1LsdLNNAzVOo661WDuKOCbo9qmNlrq+uMBb6PP/887iOIcH3GliOQRSkQELY79MO2ziWzeLiokz7yKVxMnnDZG7PLiqzC3zln75CP4k4NjtLFqvcdvtJbly7jh8kPHH6uxw6epI0iukGbYJ+SLV6O7p9HjW1JVvgxg5C09m9a5zzOztMjbu0Gx2mRiaZccvcuHadhdnddNpNFvbu4sLT5zBMlaAdceLkAWqtHsWSQ6Peo1oa54mnWmhqjDdRBFPhwtVNbNNgZn4U4gQ/cAjjGkqWQRZxbN8unjh7hUrVxfdDRKbRDzrccXye9Y015neNsbK+QaezxVjF4LZ9R6i3Mp4+e4lWTePKjbNomsZd9yyws7WBYet0NgPMosPitZtyMWoqWLYhk1jigJsr65iex3bncd746nt48swzdP0mF65ewCsU0E0TNUrz4FSpxZZ0shjHsmVT1e0xfts8tcYa4/sn6fv+S17XXtZFFyBKQgZu+O2dmnR72SZBFA6DEwcgmQwhl9EiQ1VUsjRDIPA8h9CX/vqC46JbJmaudGj3fUYnxuWCQwiKxcJQ96tpmnS6ESM0QRxLUTyJVACUvAKNtnQKdYIuRmhiug5RlMhwu0ygmyZpktFsNsmyhBgFUzGJoh6KouB5DrpqEAQSlmxa+pCTKwSkSBUFhsD1ioBk64ShT5JoTE/vo1Au4febiCjjdW98A4rT4vTjFzBVjTDy0XPGgqaApmug6hBHIFKSOMIw5FxYJv0m/Pwv/jb/7hf/LX70ZkbHKvzg29/OU999ljf9wBuxrBMksWB8coI0gs8++E1azT6qJmi320ztmqKx02LEK1IsjLAcLVMquiBixsdH6fRSNNWgVmsg2CaL9vP617+ap06fwfe3eeifv8Xk9J38n//uB/nPv/NveesP/CD/4xN/hmlICHaUypNEFic4hjbsTtNUxTTtIcfhVhSSN4TkZFmCSH2+9NWvsbzVkEQ4IQgDGf80NVam1VfZ2Nnm/KVFpqamKJQc6kGbdruJ67p0gy6xH1MaHcUX4E2M0Wl3CcMeVy+9QMExCKIIFYiCPoqIabVazEzv5vLi47Q67eGDYxDx5HgeRw8fpFQoc2P5Kmqqc2nxQn4dRmzXOlhLOs88f5Yk6nFg7x5qm32uXrtMFMTM7Jpjd3WWrQ2Nqckqm6tLzEyNojoqWdxjZryMYZkYikqpWsSwHAoljzjq49o666sbKKaD7sri3+93EWGPI/tPcPbMWbbWbnJk9xS+76ObKtXpCQr6JnMLe9A0jeWV60zv3U0QwEZnhXLFxiq7zC9UmagWaXV9DFWj3vDp+9fRNIvt2gbVqsHOVouJ+X00GiG1rZpcgKseSZLi2AoXL11iYX6OeruD6diUKkXSOCIMIRE6phbht1JiVBRDJQr7aJnNY995msmZUTr9nswlVFREmmKZKmEg71/HlMt325ELu0IRSiMF4rTN/n2zNHo9NjfbL3lNe1kXXSEERn7DKAP/vKnnPxjJNbBtiwxBGER4ntL54PsAACAASURBVEu33xsuxmzLIUsjCZvJQLdMeZP1A4TI8EpFil6RNM0Iw2jY/cpZYIyiSEOBoUnrrkhSkkzmoSVpRN/vYts2mqYxOlIlDGIMVKIkxdBMEiETJnQFDNsgigLiNMGy5HDesgx8P5TH5wHKUFPpxC0cx8lThRXCOCBKQpkbpsijmVBNLl64wImTR5meHGV7vcmRowfpdJu8/r53889f+TecfvYZ7j31CsYmK9JWi8xmy160dR/8PoDIMlJC/vZTX2b+4Dif/uzDvOl1p3j8u89gahLy85nP/C333fc6bqxucHHxeWxdw3aLlEol9h7ay8bmJpapYxk6o2NF+t0eiVCZmt2LUaxwfKHM1x/6GqpuMzo6wsr151HUV8ki2esQRRErnRZlx+JXf+33KFd+g3f/4I9z7/2vRdd1aq2Akcl5PKvLwYN3M7dvgoUpj/FyET/y0RWdeECLUwyEIjPlUiGPkI888l1WVtpEIpBMj14oYTVCsLW1hWHqlMrSnr29vc3aWky326FQKBA229x2/Chnzpzhcn0HQ00IwlhaxHUdU4NzFy7SafdkOohIhlbhCxcW8z2BjsgUbM+lWh1j/54FTtx5im9/+xH27N3FpcvXec97fpT/9O9/Hl2TkPyRQoUoipmbmqRU8uj7bVau3eT7X/cmLixeQBGSYDdePUC7volljNAJmsyOj+CHIdPzu7l84yqju0apbW3S6zdwSmWyKKXdCUBRaDfaTFijKGnC9MQ0i80aVy8sUi6W0FDotVvsnZ+lXBrj2vUXOHrgIB2/S68bUh0Z58byCs1uj0yojFULXFlbZXOzieO5WLqBZ9poZXDsEYKoR6akNBtt9izsYm1zg51Nn7nZUSzXYe1Sm8pElcP75nns/FmuXVsjjAW2p1Kr1ZiaHScmIfZ9xndNYo+GPPbkU7jFAoNQ2ixQaDVaaK6O7ThEkVykhkFAmsXD061hGGQiwSuYWLpJrdZgC2i0uniOyVTZecnr2su66IJMbzVNkziOsR0JGvZMG9XQ860x0ruvyYWGbVo5oDwjjAKpRshlX2masWtmVt5chkm320XRFbIsxbLMIW4PVQYWZgg0zRgWZT0POfQjn1QITNchjiXkJEkkgR5dQUchitJhKoXUCMdohkqhUMktzYK4L9DyrkxTdUK/R6JplEsjOc1Mzq41yyBLU5JUch/SVCBSQau5RhLvo1odIVM14iwjCLr83ac/RaXk0mk3iII+YVogTjIsU276B6GYUSZQ8+9dFimBmoGitfngT/4qH/nlX+bCQpn3v+fdfPyv/ppvPvItpqbmOHf+aWzd5NjxA2zfXCMIu2hGlXPPPU+pUsHXFBQNaht9Dt12jK31ZVaXF/HsIzAxThwJRl2Tbr3JxMwon/jLv+fU3dN0GzZRlDDmCq5dOMPazhU+9MGf45FvPcEPvOW13PeKI/zB7/8ef/PXvwOKguBPbilMYDjqiWJZ3OSsVse0PEyjyN2n7sJwRikUFN78xjfw5a98nn6nied5pFkMaUyn2SPo7dDr+xS9Eq2dbRqbOzy7epMoivj6l7/04quTAWxJWsvz8E9FIIixXJuwL5c0pm5g2tIUM7VrFjWJOHr7KS5evc7N7R2uXrrK9lade+++kwdedRdB6hOlGplIqO90qI6PMTY1ybmzZ+h3G7z1Le/jzNmnyDIolcpkGVTKZXbPzbO9fQVdmaYf9Vi/uYpQNLqtgOooTM8u0FzawNIE7ohLo76FYRQ5dHQhn+2nnHn+OyzsWmC8Os2Tp79NpVqlPFZleXkZp7CNqblcu3yDkUqBqzev0+z7jJSrfM+r7mf5+hVEnHD39H6e8s+ydGON/bvnWF2vE6cRSdak73cxdIf9eye4cmWNtp8RBTGNdoyj2zgFhzRNubG9zpEDe9nZ3mSr3SUTGhMTZcI4ZmbvPFubO/SCjH43JNYCdA/omwR+iFUqkCkKvaZPu11HM2RXm4oM1VBJw1uEu2JRx3FV1jcbuHaGbWcQRzT8hN7/B+OFlz3a8ad+4gMEYQ/TtFHELTzbi9UMaSoXYFrOkE2SBMMwCMOQbrfL6OgoQd+X9P18qzx40g2SDjRdoCo6pCBUga7KKJ0wSPE8T26aowiRxuimSRQEeaHS8X0fM0/8VRQFVNn51Go1KqXycLOeZdkt0lUmch+/DLOU8jWTIPDz47KUIpmWPpwfI1RGRkZoNpukWUy71uLoibvZaa7z4D9+g1PH9zI2M8X8njs4d+0x1q7ucMcdd3Li9lO0mnU0XUYFDWLh40Gqcv59KILcbKKg6CPcuPYQnd4EUyMaP/VzH+Szf/cVet0283sW6PZbtBpNjhw5wtVry4yMjAznw4pQOfv8s8zN7aVaneDOOw/Tbjd55sxzZFnG9NQE62vbWLaBZbt41Qpby9fQgoye3+fgsSNUymOst+qkkUnBbfBr//6P+MKDn8M0I37oHf8aETjUajVQMtQ8tUFVobbTAlUM7cVJGuXpy8lQ+aDl3fBwhKRCKm6lMw+syEIImfGlCzRFxbZNvEIFz7XRTUPO+pWU1Y11DFWjUWujqipjY1XW1tbQdR2vWKDf7+M4DuNTuzhy7AT/5T99hI/89n+hsb7OI088gqGAZbvce/c9aI7L7fv38om/+xT3f8//wvfd9yquXV3kuecv0O6uc/crHqBaqPD0uadJY3mdV0pFVlcvMF7dhabD/MwuisUiG5urNBttlm8uAhkRAYYCjdomc7uKlMplNjeaoKRMzMygpDG1Zg/Xs1hd32LP7j30Wz16vR6dbouRsSlCP+TUvhMcmd/L3z74cYoT4zSbdRLTZX29QaHgEXRD7pg5yIkTJygUbb782Oe4uVbD0C0c26a+s80r7z5II+jw7IVNDL1AEHawbRfHdFAzhapmcrPjY9s2ignlUYN2R6BZAbplsra+xe75aZJMqlP8dkSaKPR22piGi+u6tNtdoiiiXKkMH4y+H1AoeNR22iRxzMT4CFkS0uv6jFQ9NEdBUVNs02RiapJWq83nP332JUU7ah/96Edfqq/1kr9+92Mf++hdd53ENC1CP8hBF2leuCQI23Ud+Ybmi5OBrk5Cu8G0TKrVKmmWEsWx1LqqKoqqyhsv14OKLM/zUhQ0Tcfv+dI1pCn0+z5ZPodLogTLtIbhir1eDwBDl8kWKgph0Mf3fcqlCoDU9+oapmGgKIIwDDBtExC02y1M2yROIkrlMmEYkaZSnoSS5WMSlySMGRsdpdNuY1sWWZLguA6dZp9DRw/zxOkzfPjnPkS75XP05B289W1v4sv/8E9Mz87Q7/uEkU8QRly9eI3RyUmSLCVJMmlfBdR8oQNSMrGzvcZrX/2v2Nha4uSdD/Db//XP+dCPf4AXLjyNYWgoqoZIE3Z2dpicnEa15EIjDBO+9/tejRAqhpYhlB5hv83XH/oaaRximharKzdJ0xTL8igVi+imwXjRpbW0hFvUuL58g43tOu12h7GxEocPn2SztsJTz7a5++QhVlZPs7UR8hd/+d9odBpEUZdKuYChF2R4ac4aliMU0AwNVVPziCS5MNVMA9syiOOIOJFxT47toCo6QoBtyzGTbqhEYYJl2YxPz/PIow9z4fJFWo2Mynab2Z2A8XKZi5urVColOp0OYRhy8OB+/DCkWCziuWV27zvM4YN7+c+/+Rv8rz/6o3zn2w9x+cpFECmG7TB/4AAHD+/nf/+1X+e3fuM/0u42KZcqLN/c4snHv8XSjSv82Pvfy+ZKm6WVK2ioFLwCXqGI323T7XSZm5mh323j2A4bW1v0OgHzu2bZt3CY7Z0GSqZg6RqRSNAdi1hJMQomlYkRTMelUW/iei7NTptGp8W053J4/wTLq5f43vtfzbnnLjBqlji9eIHT50/TCkNGK6NEUUyt0SOOJJTHMAyacZ/Hnn6KWr3OfUdOMDsySq/XIeok7FuYQQiNxdUWBQvaYcKePbvY3q5TqpS47cAhup0uPVXQ6rXJFB29AJabIVSNte0aqcgoeh5ZKlBQ6fa6pH6Eo8r08CSVuuhCpYBjW6iqguPaaJpOFMU4tommQuQHGLqBH4VEcUIYBViGdKhtb21h6BqXF2vrH/3oR//spaprL/uie+K22+QAXDfzZAhyuc8trF6SSL2lTGeISZNUWogt2e10u92htMgwTYIwIElTHNse2mSDIMDzPOJYzuimZqbo93qouox8zxLp7TdNgzhKcguwLaNxdAXT0DBtmyiJ0HL7rqoqJInswlVVRdM14iTCK7j4/YBqtUq328W2XLJ8065kKXEUyQKtSuB2mqZohoofhBSKRfwgwHQshAJ+2mXX5F6efOZZ3vHOt1PfrKHoCnumFvjcFz7HxYs32LdnHt2U/0apUiLLEhzb4dmnn6Y6OkKn0+ahhx7mFa+4h3q9QZammJrG0kaPn/7ffpTf+o8f5dWveRX/7U//kI0dgw//7Ps5/8JTlLwyXrGIptsYhs6RgwcolEw++dd/w8Xz51lZWWVh1yG6QYDtuFimxU59C891KVbKREEfq+CyduUanXabtVrED7/3x7n9rjsYnaiw+MIF0iTiK1/5Avfecxd/8f98jNvufT1vf+PbOP3dh/jzP/8cR/YdZ+/CCcJsN7/0y/+eD/7Eu/mlX/hpdM2n32szUi6SpbKo6rnVOEkSkljO0t1CiSgMSLOUYqHI6GiVcrHI1s62HPEY9tCK7Qc9rixe5cHP/z1G2qHaaeGZKtVSiac3bmIYBlMzUximSbvdp1yqMjE5y9jUCH//d3/P0lLAH//B73DmzHeIogjHcXBdl1KhxPTEFMeP3svFc9/l6acfk/wHJWH15nXe894f41X3PcDZ587Q8dsYponjuZiWRdDtsL5+jTRNKJWq1Bp12s0uSZLSanVYWl6l1mhw8NAhpibnqW/fJAwh6CW0dgI6vT6Fosfa2hp9P6DoGsxNz3H56hIRcHZxiV0HdtHY8tECHdNyUXSNV7zilRimzo2VJSzTwTEsOT5zPbZqDVzLJAwDukGPRtDhheUbfP+9D7C6vczFpXUmZnaxvLRJoTBKHKaMOxV2Om2qts3uqTmCLGZ1a4uRyRJhGqDqcr+yut7Eth0mJqbYutmm3w6xPBPXKZIp4Fg2bmaSCY1ur0+r2UUVMYf2VPEsUERMmjcXqYixCzZhFGBaBhkJmm7hhzGtZpdiqUgqfG5c6bykRfdlPV6YnpoUH/rA+9ANWVxVbkXe+L6f30ApmqYOdbqqgH7YRwhFYu0mJ/F9GWhp5okLQkCSSaCMZ9oopk7oBwRBn9HR0SHoQqQpmmHg+z6eV8SwTBq1uiR/5XIzRZFw5KGjJY5Jc/OGyGR6gN+VMrdyqYBuStlRs9vJP9dF0zT6vQ5KTshOEkmZKpRKtNvtHJIiCINYFmlbFoI4TVBVsE2Psxcv8Kd//Md8/h++QKvfxbVm+NKXP8nePQcZHa/geWX5MLAdBtFESpqQ8CIIjERoS35EJkcwG81RPvyz9/CTP/GrHD94DD/s0On0iYSNoMz9990FhsE3v/FFRm2FJPBxCg5BEvGx3/0t/u/f/2PuetVref7safq9jgwWLI1QLFXzI2CbjbV1dm4uY9tl9u49wKbvc/vxOb72tYd5+5vfzMOPPMr85Dhff+gbTB8+wQ//4PvZNZPyo+9+LzvbbV5x790ypDPLsB0dwzawtTJTMwdAgwdec5QvfOFTXL68yJUrdYIgGOq/hRCMjVdJ05RGo0EQBJSKFbyCw+rqKoqiMDY2ht+XRfp7v/d7+fY3v8zsbJmpvoYZZth2lUd7ddIswytXsCybydER5vbMUizuQqgpz5x+khfOPkEcp5KxIW6R1MbHx7n31a8DReWJx75Er9HCMCx+4C1v5cjhg7xw7gq9qCWVKIpOsegAKkEccfHyaRxDzkAPzO9HBSamxnnymdMkMRQLBUQGvh9y6MA+NJFy8o67ePrsE9S31tlubiFERqC0KJTN4XzcLRQIfR/dNHEKJlsXm6ztxKBEGJqK5+oEscrayibHjy7Q7XYxTZ1KtcSZs5cYLRcZr5QJkpRqtcqV62sszEwQ15pQcNmq13FNi6Djs2vPAtVyAVcorG2usXhzh/ndM9ystRibsdhu9VnfaFCZKKALwfhClWvPrlOwSpgFlerECKYho+xr9TbZeky72yNhIJdUGB8f59SuCl997hqdQDKkiyUX11FxPZt+0COIfOyCRxjGpKTM755g+fo6F59p/f8nOUJRFDRVIc9UkHPNYZy1guu6+N0euqmjCJEvMASmZhLEERMTE2SkqKoMUUyVdNgdK0LBNSzCLEGLBaquUKlUpPbWUBmfGGV9fR1SWcz7/S4uheEcud1uo+syyjsM/SH3N01TDE8qGtIoxXUKGIYstFkS0e8HzM/voXX1ElmWO90EcryRz5gVXZE0sx6gZDiuRbvdlkkROexHUSSOUFUNtjZuUrRdDLNA1w/QMli5epNySePK9QuMj98v+REKpH5Pxv0AimaQhCGqrqDr+YNNHaQiyF9XzJsI7d383sd+hQ//9C8yf+B1fP8b7+bpRx8DpcON899AVzXmStJR546O0Q8jlFjn937nHzh25F7Wlhs0230MvQzUGRsbIUkFp+46zmc/8wU2N27Qafkcnptls7bM9OwcZ585j6MZfPMb36ZYKiFMk1c+cC+//0cf57Y948zMvI/qnEOrWeerX/saKLcQj5pqYRgatlfAsSd4/PFv82Pv+WE0ZZJ3vvM4Z59/hnNnv8v2VgMFm42tTdIsw7ZcXKdAmkl79OTkJKoiTy2TE9MsLy/z7LNP4toO7Z0ADwMtzti9Z4LdPYf5owexXAdVgOU6uKbLN77yJa5cu0oYBxQKBUwzd8vl6biHDx/llffdz4MPPkgYNBFZwv2vfhVvfMNbeeq553n22bNEUSBVAIaBphqYps7OVofltedQElPaa3JmiKZpbK7XGLOrzB87yOKV82i2zr59+2h3WjQaNdSL51nf7jAzOs/E2B42auu0OhuEdR+hxhhF6NUjtjabBH7C6PgYmqYzPq7SbDTx7CLjo1V2dupMTHnM7BrjzPObZLqHqsHoeIGS44ABjqnT6m5y9OAoa0sbzM/OkWJS63URpEzunWZ5Y4Xz12PuPnyYfQcO0uyr7Ox00EVMHHkUnCLVaopja+i2wua1ugwjcFRaTZ9WrQdKxPE7D5O0fDZrPrPjFWr1HgdmJ1i8uUW92eSLW3UcT4e+j1uwUVPBqFckSkLKpodnWGzUOnKMmQnWVxpUqxWg9dLWtZdzpzszPSV+4n3vQcmTWAeLKJl5JrkLcSzDKQeFWM9VCGEYyoicRILDB3KdRCS4boEgCLENAzS5iOt0WpRKJVQNTM1E0TR83x9mKmVZNtyODwIWwzimXC4P3UtJFKFb+jDyXdXNvPtN0XWVOM9q03WdDOh0OoyOjkpGKlAqF+j2fGmBjPoSXajrw2DLQWemaQZpPEAzyvFGnAne+76f4ksPfhaRqVy+2ke3Fllb6XL82ClGyhVZrDV1qFsdLBIlJ0EM+Q9JkmDmMfSqqpIpKu/9yQ+ztXSWc8+d45Of+Sr7b3+A++5aIIp9FheXuO34Qe48eYTP/sPDvP89b6fvt/nN3/xdjh87xDt/5B0YmkmnU+N//MXH2dpsoQsN1dI4edcpxscq9Hs9Tt1zN2eeeYo/+YP/yr2vvA+RpvT7fY7fdTf1rQ1OnTzFL/z8L3P/a17H4eOHGBud5ktf/AtOP7Uo31vNHDJ7BSl+PyRJI0Sm5AnOOrbtoGDw1jc/gJ+mTE3uZvXmDer1OqiCixfPkyQyN05kkl4WBn0WFhbo9Tqsrq9xcmaG7rnLLHkKrSDkzjvvYeHwUabGx/j2E49jaibfeeLRYWq1W5KgmoERxzYtDh89wOTuw7Rr21y7clFGqx87xo+8411sbGyxsrKUd+MRugq27WIachy2vHyZlr+Tk8zS4TUxWZ1jcmoEU5Uz7V6vR7k0xuraCmEsr6tqtQr5tedYHuVyAU3T8AoO5889zcbaFu1+D69SJIh6HL9tgWefu4BVku/D5Ng4cZjS2GziFDwMW1rnZ2en2d7eJs1nrBYKdx+/jfXtGss7NY4c3MX5xUvMjI5y7soa1aLNdMWhUp1B+BFXbq6ztbpDwXWwrRIb9Ra790wRphHrOy2EkeBVbbptnzTNcF0X23SIo5Tp8TEunr3G2FiBoBvj9wL6fsyhXXMoimB1c4dQUYmSCNsxSeIMw1S4//bb2Li5ynKzLnMPNRU/DEjiFMuxcQsavV6b55+qv6Sd7su+6P6bn/2poXFBbpTJcYkSWu4aFt3QH1LGBiYJRUCv16PoehIgHQR5mqyBkudmDehOA7qVrqoYtgFCR827zYFV2EBHqIJWqyXxjvGgCKt5QYwwVKlMSLOYKEkIwxjbtomigEKhNAy/TJKEbrdLpVKR4wLTJIxjdFVFaCqhH8hjniqjWlAViWLMhf9xHFOwHdq+JCC1Ok1UVeXwwRPsNGoIUs4+d53UaJD2oGCPcOquE6BL1KFpmi/CKmoSo6Wrw1j7W9yCW6GT6B7v++AHiPvbvHDuMQ7uPsq7PvB+5qYOMH/wuFxmRhE9v0/DD+g3m5BlVMpVqsUCS8trvPKVdzM/P8m+/QuYrscX/u7PubK4w5ve+g4OHj7MjaUNTt19mEbtGmcfO8+dr76XXrdNnEbYjsbXv/It1q6/wNe/9Sw/8NbXk0Yhu6f3cGbxCb775Dk01aLRaMifly5jcbq99tC1aBgGSSR5CkEUYmg6tlPijjvvZHxkhG7Y4/Dhw/T7AVmWUSmW6ff7ZIpAwSTqtXjsO49x34kjXPryw2xaOlthjyCO8HsRhqVj2BZpFGMYGp5XpN/10QydNE4YHRmjOj7JrrlpemHAysYyfjvgLW95gHtOfR9b9QZXFy8Tx5Kzm2UZrmNg5ku9KA1YPP+cTGLOpGZc0zTSLKbgFqkWqwR+RLu7zaGjJ7AsR6YmbG9gWQ7bzU00FBy7RK1Zo9VpMTs5DaqKrqoU3CKmLrh8/TydTkzPr6PrEIR9Ov0uM7uq1Lfb/L/kvXmQZNld3/s599w199q3ruplehZpRrMitIEQAsnwDE/AM5sNSLYFxmHCD7/nCMALhMUi7LAxJmxhA5IBP4wRIIQsAbIkdoS2kWY0e09P79VdXUtWrnc795zz/jg3s0eEZAmsMIrgRnR0R/atzKzMe3/nd76/79IfDMEkrG10sFZw95nbeOrcE1TC0mvF3Oz3WVxcJMtLRqMRp86cpD8YsdjrcePaTTqtLr4yVJVldbHHxQtX2DqxTmYyOp02Vy8f0Wq12N+7yUR7SN95qqytrTjoLXKzifFwzI3z+3QXYpaaqxztH9NotxC6ZPdwxOZyD2UsB/0hUkCzmaCUAty9HwUhfuARxg5CrIyhrAqWFhfoH41ZWm6hKfnYn+7+1Sm6W5sb9u995+vxPUlRuA5mVrS01m6QVW/3Zzp7Y8y8eww8t6133ZtmmqfPoxLlRGHTxbBLx78t8wKDJfSDeaGbcfnwXHz7jE40e30XreIcqoJalDFzGxsPJnXarCGOYzwMcaNR82QNQeCRZhMaUYPDfp92u81oMkR6HoIAz6+Nu6WHZ+z8d9QCVJbPaW/WWoaDMUvrqxRZwc2b1wkbK1w+eIxqJEjiNg+8+CHi0Hk/UEecW+OEEqLGF4V0Xr4wC5pk7nMhhEBZOHPna/jyV5zGsyW7N57h4PplplmOL0MWF1dotJdYX9ui0Wq7YVHcZjDcZzLZ57HHPsq7f+M9ZKnH9Zt7CNEkCpts79xOq7PJmbu2ed1XvYSPfuIRzp48zeWDA6TxEdLnZS++i9/5nXezffYs3/Od38lLv+hLuPP20zz59AW2ttZoL8b85jt/i+Egm3vbWqjhn4K42WD/+u7cWa4sS5daCfMOf9aNzhYmz/PQqvqUAMoobvDVr34V/Q/8EddUziUcZWlmwt7ttZHSYzTMHB1ReHQ6HU6fPsm9996PKD3e/we/je97fPM3fyu333YHx6OM8+fPM8kOUYVTSxVFQa/XI2okSASDoz67+xfI89TtugLHthHC2bO1Wi0WkoSk1+PSsxfIsgJlAr70FV/MdJxiRUXSaqOzMVoIRgcDdg9vEAQ1ZFUnJKwtrrC2skglFBefOcdgMGSaD13KdTkm1znL3QWO7JCDaymdTkhWpJhKs7W6yOXr+0yGFVs7SxhbMTgesba0gKl3opF0cVpCWIyWaOVgkXGq8JISGXmc2Nzi2SeuIAmdoX0Qsnf9Js3liM5ai2mausblAKpKs77cIxA+6SAnDiUHgwnT0n1vceJ2K9NJThyFNMPZPVthhaDVajKcjIljH4zzZoiiiF7bZ5o5Neyjjx791Sm6mxvr9o1v+HYMzghkPB6TJMk8WUBrQ5alNBpN8qIg8CVpmtJqtdwNH8ZkmSu01vNch4tBBsF88JVlGXHdDQdBQDadkDQbrqjKqNbv56iqIGm257LjGV84jAPyNHOG2dbS6nTIplOKeps7K+qhH8yNeVzBbrCyssKlS5fm3bSQzAM1q1Izi/kGUEVG0m7NLRlnAzUfQZrm5Cqn21tGCMFoOuL9f/Aw/9c3/TX+9Pc+hPQF993zRXQXOnNKT1m6hcIKUxuAM39vs0Vi9ju6DttlTmkLyAZf/43fQSspAeMilOZyXE1RKZcRV1Wue5YCxMyK0ScQ0Om0KYoMY3N2r5/jXe/8DS5dusZkpOhfPyRZXGBheZt29wRlPuWhB7+Ye+/f5MnHHueRD7+Px5/a5xUvv5+zt59GW4+j/oi1tRWOR0d8+OMfYdof0z92PE3HSJHoyhXGLMvoLXRqCqCi36+NrX1nfqKU26GEoY/neQyHw/kWHk+wtrrFF913Cl0J0rLi4UcedaKa2ik1m6b4oWRtdYXb7ruHcDXcCQAAIABJREFUv/m1f4MHH3oJb3jD93I0vcC/+tF/SZ6XDI8OOf/cRbKyIMsKptMhxlYgBL1Wm1ZnmSSJuPDcE0ym/fnOC5gnSGtb0estUhUld589Q384on/Qp7e8zP7+PrqyGGE4e/IuwtgjDhPGk2PG0yFCCI4OJyRJwnAyZHmxR6UzttZ3aDSahJFgeWWDP/6D30Epw2BwhAwj9veuoAV0WwFRJNje3qaqSq7d3GVjfYvRaMTFS9d46CUPcbB/xNPPPsfi4iL9/oBuu0NVKnzfY6HbpshKBuO8/lyXmI6HtNttLp27ztnTp+j3+6yurnI4OKBxOkB6Ideu7lOlhuN9V7CXOk0WmhE39/osLSzw9NUbKE0NCbpOWRiolFs4G80YXSinPmwFVJWm22kynWaOW92Aybigu9yk22vw9v/2yF+dQZo7BF7NwZ0lCzi1Voia6fCNQnrO77bb7c7PLaoSLwjIlGJhYYEsTTHCfQFa29rEJkYr9zwzsrnneQhtyIsUbZ1qS8iAwWBAp9PC96Aq3Y1Z5UWNLWtWVlY4ODhABp7bvvrOunEymVDVsR9LS8sMh0OULtnb26tNdG5FzDuFmiWIwrnDVZIkNJtNsnyMc5Ow+IHncEtlwPMYj6asdNc4ziY0Gg2qNOMrXv1anvr4U1y+cs1BMtqgcUXVCo9AepSlRsg6rZdb2WVzoQeui8OCNqqGVKb85tvfgpU9vvbrvpl2UiGDEC8AaQyRsVTW0DAGr05lqKoSY51bmLWa45G76S2S9fX7eeN334cvodduMU3HtQ3jlB//lz+GX2T83vse5t3vqkizknarC17B6uo6ugJPWjZWu+TZCJVbXvHir+GB++/ine/+NbpRyJMXLpKPhqjKcnA8IAjd4qyUIqpDKY0xmMqyc3KjtvsrGRy766nZbNZdU0g6zTk63OO333eduBFRljmBL1lcWGFrawtV54Ut7awTBTE7Z+5hoXeKb3v9GxBBxjve/t956snH+NCHP4bOU6qqpKxqy02tHJ9b+sSxk88+8fjHKEsnW59h8Vo5CpzVliROkNInagqKPGeh3SIODMfjlOl4QrvdRhuPZ559gnazw9apEzSbDcLYp98fMB71yfKAIEo47o+58+xJDvf3WV/bIApaXL54mc3V29x7VIZBOiFprNLoxlQ6xW8XPHP+KpPykNOnb+PcpSu0WpLF9QUuXbrAJB1T2YrV1Qb98THKGmQQgZdxcDQkigKC0CMO3T3n2wDfaIzOee7iVcIw5LA/Ili2+KXgyaevEiYhZ0/fTja+TIBHnucMjHV2jaVL9Y0iDxEYilwBTogU1MEEaTrFGs/RN6OWm7co7YzdtQtwlb6DbbKi+rRV6X+pon1Bd7qbG/bvvfE7kMKfd3ZVpWk0EqqqZDxNaSYNZuGEvu/XTlq1CU4c4dXdhzEuAttaM+8gnWLI0ZZCP3gebmznFn+zbafn+Xg4vNYXLipIWUMgJUJKptNs3oXPvDmz6ZjKQBi7zrrZbM67FWNm71ejVOG8baWkFtjMz2t12hwdHBLHcU3LCWk0GqTZBFXeGqKorOLUC3Y4ODhgOh3zzt/8A37l1/8LP/yDb2J/f587zt7NydObdSqGc0qj5gQHdeeP9fAkGGsJ/eiWraLnyOaB79RxYRTVVpcJUgpUBUFzjZe87OXsrLdc4a7tIq21c6XgDEfWWiOxFFZgDc6HEfe6AEL49d8CTxioky/iJIJKUVYZed7nrW/9D3zyExeZTqfsHRzxba//Di6eO48VhuXeKuvr60SBwGJotFo8+cwzREHM8uoa5545z9PnHnXUwyDi8LDvvDDSKWEYuc/C8wCPZjNBeIZWo8XSyjJXru4yHA5JWk1WFnps7dzBOEtZXeyytrxBWZacvO02fu9338vBwTGj/gFn7ryNf/XmH+ewP+Idv/prlGWFZw15nqJMTlFWIOpdRtRkaWmJ4XTC3u4FELXUWOPSSOrdSNJy11MSt2g3AtZXlmt7U5dKUqQl+8M+R/0B21sn6I+HZJMpq8srrK6uURQ5h0f77norCoyBnZ0dPDy0roiDiFGaococY+Da7i6nz+wwnhyz0Flmr38NXaRcvnjRUeu2OxRpxpk7TnL5wkWWVxM8BIvLK0zKnOP+hL0bAzpRA+05w5psnKK1ZuvEIlHoc3DjiKVuj+lwQlkplta3ODw4gKbDXsfDjCSJOP/kPkHSoNuWTmlqail9rtHGI058BqMCY9xCZi3kWYkXeEjlk00LWnFIrxlyPBniy4CNtVXGo5Sj4YhmK6S71MS3KR/4vc8vpvsF3ek64YOhqHJnIC4Fvh/MLRWTKHZ+uko73myWEgTRPCtNWJC+w3tnhVAiKIva7KTIsFYjLLRaLSaTFK1nKbmGoHb8mo4ndDodsqKgUSc+BIGP1Jo0L+n0usigNr2ufR8CPMIkxFNOWGGFoCgU6+vr9Pt9ikLVrIcZFg2+DCm1I82rqgAMqsyJ4gBtK9fB1tHcqtRzpyqlNGEjIApbLPQk7fYKS0sfIfRcN7yzc4rnLp5nfWcd33fFD0Ot4IsoVVEPbZJa+mpqw3WFJwTCOjpYZRR+6AIdHaOjRMrAeTqoAz72x+/hI8KjsiGdzir33/cQJ3c6VJVGCIvnO4mxZwzWCiJqNzUDFjcc0rU5eCUs1lgqc+t6mE7SemEM8IM1vvvv/yjWahAWX0h8X6JNQVFM8UPNRz/xIX72LW9Bmoh2Z537H7wHawVVMeXsyU1O7izz7PnzfOPf+Jv85E/+FNMypdNbZ2trA4B2u+06e+Oc2JTW3Lyxy/b2Se5/cI04CHnBC17Ab//2e0mLCRfOPUN3oUNW9Nl8tkO7scJ3fNs30W63idurXL15zNv/6/8H5hbkkVelC7jklnewHzgIZHB0HekLwH3mRaVQ9a4skJIiL10aitU8+MDL0eUUYwz9fh9TQhhHbEXrLLa7TNOCWAas7ZysIaqS0fSY7RMnKcuS8XBIHDu3raOD/fmuZ2FxjSwriBoJIoCnnnqa9bVN8Cw7m2dR05TQa1OoAcPhETf3xxTpFaIkJislpdRUkzEGSa6ks7BsRFTakg5yZOSTTRRXbxywtrbMYDomimLCJKQRNIkbFqNKEr2AyAO6fkQ6mnDH7euEicSnwo969AcHSBvhocjzlMBKVpcaXNntExifRjNG5QbPeHgeNFohqqrIhc/mzhZFUTDMJ5SUrG0tolWB1Yqo1QF2P6917Qu7091Yt9/9XX8Hz4OsdLSvVtIgT7M6asMNuTxfzv+d57nD4/ygvtkFcRwwmdxKjWg2m6RpSlm6c1WdADzrcp9PDXPCiGRO2fJ957ZVpBlGCqLAny8C2ihUqWk0nMF5ZTRR4FJVZ59zs9lkPJ0Q+lHte+Bivo2p5l1oOh3iwr71vAOdUdesgOl0jBBuIJRlU+fzMDhm++RZOq0Fkihmkk65484zvPVtP48QkuFwyMu+5GWE0ieQ/rzjnA2Jbg2TbkWgu3ic59HxArdDCPzaCrKmlM0M5n3fnwf9UZuJSz+mMgYRtmk1NnjtV78U9GSOI9/KNXte3I4288dLXXskIJy/sLV4dZT87D0w99ati7cQLp6otqRR9VAFwFhNXozwPcvP/8JP43sdpG+4dOkaZWVZWDrJfffdx42r15gMR5Q6J80zsAaVZwjg+PiIOI5ZWGyxtb3Oox//BF/2qlfzyld+FZMsn3f0zuPZI9WKxz/xBJU6rofAjkGh6gV3RgWc+XKEtf/FeHw0x9h1Hf9UFAUC6gbEQUbTNOervvwVTjxUOXc8ay2j0YSiyAjDuKYuFmSZ4nh0jCcDVlaWqGzF8fEx6wsrBFGDPM+Q9dwgLxVREjMeTpiqjMHhIctrqwwGhzQaHbqdRYQ23Hvv3Vy9dpn+wRWEkHzk8UdpNGIUhnseuJtHH32EU2dOcvnSJZYXO+jKzVI84xqmXivhuau73Hl2m7SmTDbjBJWWbGyssdRZ5rmrl8mmijRTFFXBPXefpigneAlc2h1QKs3acpvnnjtiZWmBxeWYwbBiuDclChMH+0lJo9Fwi8x4SrMpWVpuk2cVvhQYa+vcxBIhDc2kQZiE/O7vnPvf2+kKIbaBXwTWcfv4n7HW/jshxCLwK8Ap4BLwTdbaY+GAwH8H/B9ACrzBWvvx+rleD/yz+ql/xFr7C5/ltbFWUZUQComMQiajMY2WC5fUNUXs+QkBcZQQ+h5lpeptkibLXCG1Ajzp8DyDJQwTagNejDB1DNAsWl2TFa7rxJOk2ZSiUHRarviGSYgqCqoyxw98dFkwywWbRe54no9BE0RxnUKgSLNJHR0uUAp8Kym1k/1qU6EKg/Tcdj/wI6LIFefxdIIMfEajUZ0w4FgZPoLA91js9jDKZXlNqpI8T+kf3yTLpsRxyxU0bUBYVG1tN+Mfz5V0WhOGdSQOLm4II9A1F7hS4MuASjlsd+bZoKtqDg24781iRN0N2xLpCUw5IK1G/OavnGcWrUTQI/TbvOavvRxfakTNHcaTWGExxs7fpxACqV2UjsNfHTdaK7cYl9oN9OBW8Z6xXNwC47rJrCyotDM//6qveT3Tfp/h+DqPPvIw29unCP0hjz3yP1hdXiFIcg4vXGdla4Od0zs89OCLWWgvk5eey3HTGmvgK1/z9RhlGIymjMcZu7tXORgcEHoWU5W1N7KuFWge1pOoKudtP/eLALzxjd+OMa6j82VYzycGaOVED9rUgaVaE/i3MuG0VqSTKadPnybNFdJqhPQJA8fF1o2KhXaXrMjRqsIXBt8PSZKIcjIhG44ZDPt0l5YZlzmyyJFeQNBuI4FWHGFMxcraAnrPZddtb5zh7M5dKFXMWT+Xr+zSai2SN3JWVlboTw/RlWWYDdl97jzleMrR7g1EYalKNf9dkmaT6f6APPFYWYyYZhlLaytcvnyZZiRYXV93asunnmFpdZEgULQWPB599Cof/Ogl2l143Vc+hMkmGB0xnGbsrHWxeFy/NmAy0gSJh/ILuitN8nFOnuesbHZ44KFTdBobIDI+9OFHqXBug17oUWmLLwKGoxy/vpc/n8fnAi9UwP9rrf24EKINPCyEeB/wBuAD1tofF0J8P/D9wPcBXw3cXv95CfDTwEvqIv1DwBfhkngeFkK8y1p7/Jle2NGWfLQq551KI2rgaYuptLvhtZp3CLOfUarucYRFSm9OG3LGNhZtLL6UhHHIeDye04Hi0NGlXHcBjTiZ20J2Gx1oOm5w6Pv4YYBWCq8elDnifYhnXYBmmqZ4nkAIiVYVVZER1FholDg5s+eL+Q3lbkyBJ320KvBqOlP/8JAkSRx7YzpheXmZ4/6hKzxYvDCg0gKlLG08WnFCEAdcuzaknLquaH11jXSSOWpY/RlhLbI2+BEzbq7w0TX/2ArQyuD5Ehn4gMH7NF2p1rqO/THz72gmRDE1j9RaF+zpCYOqKrdVVyVS9CmKm7zr159DIxD4KBvT7a3w2i9/BUmkKWv2hrAWYwUS8ISHJ32wAmSFMorx+BiVq/kiMnuP1rprZJaLpnVBZexcom21RooO3/M9P0DcXqbXauJJgcX5C5eFmv9eWVUyyh2fee+mizYvTInKx4SeQFhDmjs3u8BaMIKf+Df/9rPeYLOu2JcST4I1FUHodjqqXuC8WZc7+w7q/LgzOycplcLWsJbWOcKGaK2clN24ab3RIGWXSmWMx2P8douW72iCk/GE7VO315ltOZcvnqfbWSZOAk7tnKQyhuHRgM3NMzQa9fVuBNl0yuLqEs1mk1YzIQpPIGXAbafvZpT2iXYtQSg59cAq+/s3mI5SljfXXSBqNqLZgHC7i2dhYgxYSzoa0W0m5HnK8bFhJAeIRHHj+BKBiQhFyAtv61KYirXNVa5d3aclFjiaDLnv7N08ffUCyipaHVjbdnBFlRu0EjTDJtXUMUUuXd2j3U0pJ5oid6G03V6D6TS7JYsXHqL6/COwn/UZrbU3gBv1v8dCiKeALeB1wKvq034B+H1c0X0d8IvWXfkfEkL0hBAb9bnvs9b2AerC/VXAL/9PXt0lvwa1F0AYMB44wwtZb5GLLCdu1HzFOufI4ChZShWoSqEmJVLcokVJz6NQBUVZEoZuayyw8214oxHXjmYOdkA4P4cgcAOWtMiJrEVbgVZuS+7oRRDWBt4mdFvwIAgosqmbkFvreMOqIvIjhC+JYsngeOSy2bIMpQrihntPgfTRjQZRGDIcDuk2W6gsxxP+nLZmcQuLNhm9hQWajS4veuld7L/jBlnmuKI3966hypRLF65y5swpwBXdSjiiuNGqZmDUih1dYvHmnGjhaQLpI4R0IpAgQtvqls2mnQlEqho2MHMVnZ2p2ozAyPo8owCDqelx4BF5HtaWBKIiOz7mPe+6hDEVcXORSoEWASfWt3nw/tvQaMfDNYaiqBjlJUYZqjJlUn8+Vd25u26+mm/RgbnQxArm0M/+3k3E4YijqEVZ5gwmU3wpGQ0OaXZaWF1Q5gXO2F7Pn8vzwNMlP/bmn/hst9JnPByO7SFwYY1KqU8R5syuc2stXlAPg61lcWGZ137l1/Hb730Hz128yPrWGi3p4DI0NJs+xrooeYuhKEunkGt3sNqJh1qtDt32IoOj60yLESe2XkAQSnb3rnN5d0BReni+z2MXL/N1r/1aSpXhERAGPp1eD+kLup0OWe6GgT6Khc4m0+GIs3fcTzo54Oj6LsI2WWoIkigkEIKt0xs894lrLG91kI2EpGlZWV/j3DPPIQRs72xwfDykmMLW+gbXblyj0hVeK6RQBYvrPSaHU+L2MteuHVFUit/53Q+xtNiju9ZAGc3B4R6bW9sMiwGi8hnvTZExgGY4nlJWCml8DJYoDMi1YnljiWw6rRc2j/Fw8hf+Xj/T8ecq40KIU8ADwIeBtbogY629IYRYrU/bAq4+78eu1Y99psf/7Gt8F/BdAN1uh9Iqh6MaQ6FK2p0uCMdO0EbTbLewZYWRAim9+sYXKOO2k61Ge54CPKNAaV1hdd3RGU1ayzMbjQZxnACCqo5ymWFtvh+5bbPvUYwKrIBAOqpXs5nMsbcglIwnQzwZuSj4yqmRwpn8V0PgBfjNhNGgjzHO2LrIckypiJoufXjGD+71euzt7SE9jytXrrC0tIRWikbUcMY+AsDS6vSwniSrco73S/7o9/+El7/ipbSihM5Cm/Eo49KlC5w6vY6UAZ4zX6gls6BthedLJ5bAFXOrDdZUWEOdP6awCJfMIBzsIKWPruPrZeCjTYHF+QxLC1Z6GA3auqw6KSXUDBOMBQHGVCjrlIHWCvc5G7ctL6aHTpBiLbtX9rh26WPuOvEjZNjk9rNnOBodYfMSraaoqkKpOqqn/h0875aar6y9JqyGqoYeHBVLoIsB2cRtvKxRlJUlTixVOUIpxQ+/6cf+PLfLpxydl/8QeKGjmAnnjJc9/GaAOgVlxiv1yfPieXOAuuuSgqqqO1xrWN1YY29/zNWjQ4JAIg2MjkaMtOMrh9Lxt4U1rnu21lmE6hKVpwjhhEONVpMsm9LuNEiqkEH/GvuHAzY3ThDLkGu7l9g/PKDV7HBwuO9STzyLkZZJmqFVRbcr3EDTd3x4XZZMc82Fx5+i2WyysXUbK2HI3s0r3Hz2gLvuvJ2PffyjbO9s0ey5+YoJSg5u7rKzvYJnPCbjCdm4pNVq8eS5q9x92wrnro4oC8HtJ7bpHw3wjGHv4CophlE6YW1thTRNGR+kKKXpNVoUeYowME2HeBG0SOiPxnQaTeePLS3dXkwcx1y+touxgjDyUFYTepLecgf4SwqmFEK0gF8HvtdaO5oVsE936qd5zP5PHv/UB6z9GeBnwA3SgiByEl6tCPyYSuW30mCpt5C+2zZTK8GcE5mPsgqD8z2ojMWXAg+J0o7LB2C0mVO9AKIkqiM/3LYuCAJUkaOUJWk2ULkzLvFmai2sy0PznImOKjWe8InDgCTquYGJVDXxXmOExljQ4wlJjfXOVG5xq4kxFUKEpJMRfhjQPzysJ+iG2267jTRNax6t4yqHccR0mlEVhjLLieKYvcMDdqdHCD/G+pZpmqMpEQJ0abGhgwQsGl+G6MrWKr1qfuMrpSAMEZ7jPLvtqUsqFtLp1FVVzM8XwpkKVdoNBCtToqwlCRPKoqhpaRqlXDfs2BA5UgQIDFWt/JpBFU7qbeeJ0A4/9FDWbfdNNcFUKU89ckjYbFFqB0M4pzTzPJ6x64bra9h1uLrC6FoObav6j8WEhh/4f/4Zf9Gj++D/jbY+srWAsQHd4pOslI/y6q/8Gr6r0+Qt7+/yj79+gZZN+eAje/Cw+7mfe9sv8vo3fBPSD+emTKGNam+NCrBYzyOIfMoyJ4yaKB0SxAFpVpCXzoukSFPiOObGvhsaPXDfPVy+eMkxX+KEiZ4SSJ92u02WKqywCO3ogYEnKWWFEYYzp05gjcDHUKZTzpw4gbKG8xfPEQcx6+ubVJVxmXsyYNg/xkjhhtLGkE776Fyz2F6k0gVV5XHz5k2WF0+wunyaohxzYusUOrdk+xVR2OLatT2SToujgwMaC01OnlijP7iE8Eq6zQa+8Gl6lpPLq5RjxXAypdFsEjYiXvzFp3j/+z/IweiQex68gwufvExvtUU2SjE3FFHYQtVGNsFiQG+pyfjmlBfedyeXzu/VDKWUpHY967QXWVoImPQrhsPPiH7+hY/PqegKIQJcwf0la+076odvCiE26i53A9ivH78GbD/vx08A1+vHX/VnHv/9z/baldK1AYmbOkrPx5hbYZRloRCe28abGv+LIleoZwqrQpU0YreizkQCeBA3HUdX4IZfQSDxarOQWfqvLlKCIEQrRTYeIWQw3/KN83SOtzlhg3QdnRC1r4Ojuc3ihvI8d9S2dEyj0UBrWQ/vQvI8J0+dU74xOa1OG9+TTLMJPhJVFAyPB7R63VpNZkB6LHR7GGOYTqeoKmc8zPHEkFd96YsZjg7xvYDxeOwKmKcdb9hqquqWwc2t9+9hrEve8IOaySEleZ7XBdfltRs0wrrFzNrnYbjcMgWaGeoUReG2+3UR1Noys5a01oCvsc9jIggh0EbhLCdcftsMx0zTvMaKbZ1e7N57mh4jPWdwX0EdtOmyslyX554jy6dzgcE/+af//HO59D/t0X3J96P9HpqA0kSsLPoMx5okOckPvDrD82N+/r3XueHfywO3t/mZj29SjBUrS1Pe9YFdLhYn+KYXdz/lOV0IqpMd68pl67kGQtS7nsxl7QUxN64dky4oTpzY4WDvypw1IqQbAkWRWzT/5EMfJW62OLO1RV5M3ffkCcrCEEWRs4qUYa3czPCMD9KjLHOEMCyuLSBkyfX9IUkcs7y4zs39fS5cPs/C4iqLC110VTCa9gn9iN29qxTTCa1WBy/wkVKwsXqCveu7nL7tLg4ObnKwe4gMJTsnXkiRa0aHV8iLCXeeuZ1hOkZ4ElHC7qU+raiJVYa1tS5JN2ClbHH+0uXaSlXQ6rW4eu064tmLvPD2bYoy5ea1yyx1eiwstXjm2oQwjAmAlW7C8vYiVVUxGFgWTzRIZEAv8ij8gKOy5O67b+O5Z69QqpzseuYG4ebTXgL/S8fnwl4QwFuBp6y1zweu3gW8Hvjx+u/ffN7j3yOE+G+4QdqwLszvBX5MCLFQn/da4Ac+2+tXqiSJG1TKbXMLVRDFIc1GC1WVCM8V2clkMje9mWFhAMZAGMbzgjcLn6xqetmso2o2m+TpBOtaQCcFDQPCuIVSinSaE0Y+PhIvcKKGZrNJURTYGqstioI8T2l3WxRFLaqwoOpOrRk3QUK3s0CRZUhPEvkRZVZiraDTalOWORiDKjW6zi2L4xDpC3wZzgtokjTJ8ilH/QNKpZy+fDplctBnsfsg3/B138p/f8evUxln7pJmBdZq0jRHRpHLaNNOpqu1BVGhjYsscgUqJwwCUP7ch8FiETD/3KRXRxBFIUqXtQ+AnZt+WzMb0tWS5hoHrSpnITmL03FDIXnrovQCTGWxooJaHRcGMb500fSOS+3c0ZxoQFNRYU3NJ65KjNaONK8dfm1wcND3/8DnVmwXXvqPOS0+zNbyEr97+HLKsIewhs3uPvHNkmGwRBRKfujVx/iNRbJpys+/51l++r0LHNkmP/q6E7z5PVOeuOJhvRjZkNy7U/DwE8uEQcKHH3mG7/y7b+Bn3/rzAHi435Ma0hJCkE2mTHNHoTp99nZajSYf/vBH3PVrDUHc4uKlp1nudAj8qHY1u+WI55R2mvOXLqKx3HFqx3lLWMdiiBJ3P5SVU21JKWl4MRL3OY7HGYuLm7QaSyhtGAz69Lotnr14mTTNOe43WGh1SJoNppOU2JeUQlIUrhnRleXg5k3KynL9+nUKlRMmzinNaImpSm57wRdRpikPP/YBvMqnYQPihhMCBY2EvCy4fPmA/f2IhXaD7bM7lAOFrgxXz92gs9phJfJJkiaD3CeJBGVV0BMt1jpN4sTj7O1nefSTn6BRBdw8GJNlBZvb26hpRtKI2NlYJdm9yvBojxPbXZTVbK7tcHVvn9Hk82vrCJ9bp/sK4NuBx4QQj9SP/RNcsX27EOLvAleAb6z/77dwdLHzOMrY3waw1vaFED8MfLQ+702zodpnOmY+A7OtbxiGSOPVQxrX1U4mE9I0ZW1tDVWUDj+dmdpU1ZwvGoYhha6I43DeWWqtarMct43o9RYRM6N0PwRPMpqM8XDprRLXtaZpivVcB+J7cu6PADiTkihCioLj4yFRFCOFmXffAslgMGBjbY3pJMMIt4VUqiQIXOHxPI+8nNJIWpRlRZEOCZKYwfEhURThB64LyvK6C9SQJBH9wyMGwwk3+pbXvejlfPAj7+eZcxpPyPo1NBcvn+OezgvBCKS0NSZs5r4Exqsc7uz7t3x+EVTa4nkWO6MtWUtlTF20ncDE1PhoWbrvSnj1dt5qlDZ4nnTDIlyR7vc6AAAgAElEQVSn7Qeuw9bK4Hl2jrvPOm9j7TxaqVC5m+57HsZWCMF8gRVCgDZI36MqC7Tx5vl12sym+nqOnT7/6L3yp8mjEIGPLnJEEON5hn/9xr/Ov//pY/7H8CG8ZoRRICOff/S6F/AjP/VL2PaL+Dfftc73/aeMVKT85N9q8tA9G3zoYsJr7oD//Fv7bLYjvuU1WwhvwI/8huTV967zwWcCGgwY5zFK3dq6Wmudj0aWoYzi8LBPXCdC3/ei+2l3mhRpRqPpIuV73QaqOKaVxCBduoljQVTOI0NXFKWDrqIwYTIec/HCFReMudlBlZrpeIKQPngeqlA1pz0kihLSdEK7nbghnxD4WhMEKxRFwfbGGkHoXNsmk5RCOdOnVqtFb2GBRtPNKdLJFPDwRI4yinazRRwGWG3xAT9u0b95TKMRctfZV2D0lOu7V8jzCUudZfI0o/IqPOuThG2GRzmib2jFibNmlU30UFP6MeloymSckSRNut0FBvt9lpeXKbOcCxeuUJkWz1484PSpJdT+MdF2wmh/SE8vkR6ltLwmYSjptHpcvHqBfnINURm6foP/7ZiutfaP+fR4LMBXfJrzLfAPPsNzvQ142+f87iwsLi4yzVJkvYLfwvd8KmNcJhbO0NsKQ1AXwSAI5hzePM8REhpxqw5jzCmVYnFx0RVQNJ3uIkK4gh5FPlVlKKcZsXR2gGAwQlBqJ4QoteOJemFQFwkXrZ5Pc7LMefl2mi2MrZCe49oGQYARhqXlLsPhEM/zyNKCKEpIkqbT0EcRuZrS8Npo7Qqg9H3iMKEKCqzWlBqy7IAg8smKFCFBVRNuHhyysXmKvDykqiqUFoQ2JKMgkCGhLznoT7EaSp3hh0HNt7VIz8EKEllLhC14Yr6gzHYOcRSRFSlufZAYQOUKT0KShGjtqE9Zns9lzqI2o3dBy5qictBEmbvOd8YXrq+ROeXLE8JhA9aiKwcVOB8Ct9jNxC5lbdc4k8dSD+xmDIrZoXTFm970g/zgD74JgJ9929uxvxLzy//gFMdFzPf9l08iyox+7uP1H6VJHx3EKCMJE8c+8Ypr/J3/8xX8p08EpPvnUCbBC+B9f/wU3/j1X8LLLzxFHGj+6aMBlVjhX7xHsRU/R4cAzzQpS8UXnw05f7lJnu/N39t4PObo8BjhWVSpyZUC6fOlX/xK/CRiPB5z/dBN0j0/ppm0uLl3jdWFJYQuCZMmeJIKi4dFhiFhGGBMRa/X4N4X3kaULNE/uMATT15modthZ3uTaZExHg+JosSJkLIC3/eIkjbZdIwxVX0/JShV0GjE9cJaMpqOaDQTlKqI4oDJdETcarDT3aAsKxoLLuEiVRP6/T6qyDGVYqG7wI2DA05snCTNR4wPB2T5lFazw/rGCRYXlrlx4yKCisBK4gUJFuJek8PDQ8YUtFpNwrBFVZQUxqMqSpaWe/hhQJqXaDLOnj7DM0+fRyuP0JQkSUQQtPHCPscXb9BsJYimRuQ+SdDGEwHTUUYj6lENCjxgcbX5OZerz/XwPvspf3mHU9UMENZgKlVPml2X12o0WWi3KLIcPwwoVImHZGVzfc4tLUrlXO8DZyBSVRVBFDjsMZDsH9xEVSWVVlgMVaWoTEUYJ87KEYsymna3MyfpV5UbNsjAc0VegFKFUwdZgfBlrUSy8w7Lkw6uMICuLFpbwjhGBhFRlMyhCYDhcIhRzu9Aa40fOlpWmk6QUQi+BE/QaDaRXkAUJgR+A9/GrC31CKTA6jHWtti7fp3SFiA0nU6HPE/RpcP2pB9itePiVpWeq/fcoMnM2RhlkTk/hrpjHE8m+DLEDyKsqTBaEUcBvidRhQYzS/hwuK2DyF1xNcZQ1K8zgxOs1RjjYodm1C4hZgINN9BUyrmzVaVyhRsxN44vigKlyvl7ny0YVhsneqkcz9pqg51RAOvj2SsHaD9g2L/OqRNtIr9EiYRWo80Tjz3Ft33L1xPUJksAoTBcHwasrS9SZjloj1KEtBnw+OPXKA4P+L5fjfmP75uwGk2oVICVDV720IshXMWWI0Lf5yvuCfD0LQgMoH804PDwiOPBGCMkg8GITneNsNFGVYaFxWUODm8QJjGrq6vkec6pnZM1jBKgK8d0SFoJ25vbPPCCe3jwnnu57wUvYmN5HV/GiKrA6pBXf9krWVzo8OQzz9JqdWg3O/MBtJTuu7Fa4/shQZDU17am1eoQhnE97/BZ6nVJAp8yz/GjgKjhnAAfO/80l/auMB4PKYop2XjCQrfH1to6m+ubNFpN0nSMNgXdRgsZRUCIlD6q8jk8HNDtrXDXHQ+xvbmJspWTb1eG1dV1wGM6TZlMJihTMUwnDErF7nDAjeMRmTGMCsFzFy4DPuloQBI1GB0N2btwg4Woh2ddYV5abFP6h/zRJz/IR564QpkLuo0u21snERVIr/y817Uv7KKLC38UQhA3mggh6LZ7CEtt2adpNJoktWeAwbK7uzu3GDRWMx2P0DieaRxHWG1IogTfE/R6LbQq8aXrDsAQBc5tTKuKRhTjCxdsOVM3hTLElArP2PkN7PshRlUIY7GVkwFX1pDrAithNB3h10OrsiwRnk9ldC39lUzSsVMJVQVhHIEnyKc5HhIpfKIoIcucF4Mv3UR+xrBQSmEqTZrn+GHMaDSg1Y54y7//Kfe7hT6qNGRZNt+e+8JH+gIrTC1Ddt1llmWfQq2bCR5UUeIJZ6IifYGqCvJsyswgaKZmq4zGWPE8Kpqef25V7atgjEEbQ1UrtcC9viuedQG2rhi7FAhXsMsyByxaO5WWAYyx8252JoooyxJtn/fZmD9jO1nk8+vrE598GqUlshFz7eolRH+P0mpCRnzickEvUeSF5T+8YROMJvF2eecfjvClci5tvnO2CuwQsfZC8umEwG9w/53rDMwpfuhrUzptwUMbQw5Ml6cPmvzz15W85d27nD4Rc/Pmwfy9TLKM1c01FhYXOXfuPFoZDvev89y1XZR2hvYbGxucOXkWD8NkMmV0cIAuC5YWOtz7ojt50T13cnbzBEuLXZBVzRt3DJeyLCnKkna3Q17mbGyd4P777uV4sMfFyxfQWtHuuK4u9F3S80ye7MuIVrNb7yqqefENw5hGo8HWxhpx3Wws9Hq0Gi1aSZNRNuV4NMCrB32TNGUwGrC/f5M7zt6JA+gt6WSC1prRZExZlhwOBvSPM4K4Sae7w4tufzHb62eg8vBMSLe5QBy1avWiE/g4x7eSKJLs3bzO0sYKuQARCzZOrxO24OxdJ1nb6BAISPsVg8spD3/kCc6s3c2XP3g7X/Kqdc7duM7hJGXQP6JMK8r8L0eR9pd3CEFlLEZb0nRMq9V2Pq+Bz3Awot1yPrh7e3v11N/MJaNwy3Us8d3qXKQZpS5pt52MuKw0HgY/SCgr5/Fp0AwGzshatiTaq4jjhDTNCUKJH4TkSlGqCs9oDIIoChhPXIBkFMRM0jFUmrDtFoNW1GUyGtNd6JFmE65c3uXMmdsZT0fY0qMRNzFYFhZckkQ2TeuUB4kQHmBZ7HUojfOCmOF3zmFMOr8ELZEyYH3nJAuLyzx59SNU44I8U0hfYMoZL9Vw4+iAxUXXvedFgfQ9jDXIMKjlrQ5SsEY7Q3csqsa/pfTQFfgeNRNBo7WpaWWaQtX+xTjHMg+JwbiuGuU4wLYC42Mp8fCBuvuVwmHq2hVODzHvsOcxQrVgYza8TNOCIHBJIlo7jNdUrlA7VsWt2cDzYQyAwWCIaHlMMoVQY7a2exwcRLzsnpQnP/kQtk4U+d7/eohG8i/+1ov4kV/eI5QphggpAqQM+NG//SX8o7deIivHvPlbWozGB/zi1PBj77J8w4uP+aFflZhsyi/9oSYipZyULOR/yHR4i7b+oT/9KL2FBXq9Hr1ejyRJ8DyPo+EhSSMkVzmrq6uMj484urnHS1/6Um7bWefooF/j+hUa8EIfYQ0IicHiBwJbWXw/RE9zwmbENE9JgoQ4DNjZvp3tzdN87OFPYqXHma1NsnLi6FVBQFm6RbMoXZpGp90ly0c0GjFSBpRlTqUUzUZIMwpJC02qMsKkReQ7N7yiKDFGE4YhURDgSUuZ52hr6bRabG9soLQmq0oqpYmlpNVqYIXHzcMhWE3c6HLXnQ+gtWbv8CIyC6kqhQ08hE3prnTIy+vkpcITPhcuX2J1uUevt8ja5hLHB/sc7w2dYZbOaHQWODpO2drYZng0IRBrLLY67NxxhDXHFEGL7kaC8CWOfPX5O76gi67ARSqPihGeB6VSHBwe4QeSMAo4OjoiiiKazaQ2umlgjCFNU5IkmW85y7Jkko4dHzEISfOCoiiIkgYyaWGtdhNz47DCGW83yzKqQjPOhi6evajQpUapkiSMKIRAGDs34PE8M8eRK2Eop65QpSLHIDg+6tNsNWi1TjMZ5+jKq+lkBZ4fMBweO5WZVghfkqcjqAUfi4uL5JOMyrgk206ng/RrRVw9sBLCUE6mBCub5KZk/3CArAeK2mpH/yoKHvnE47zqy16GtVVtDiMca0GC0RXzRAIEZW2BKXQtLFGassp5+uK12qAcAj9isb3E5s6qo4hZnG9vBXhOiutgBJC+g1iQjn2gja6VbQqBhzFuuOcGanJeLGcFU+kKT1uE7zLspLyFG4NAqQoZOE70La6uUzSK+eDQHffcczdPXoGl5U0m+8/x4NltPn5keM3ZkA8/00AXQ6dAq3nMcnKRV54sscpz3hm0+YlvOOQtv3EOZdf4t+8cM0iHTJRBGosVAb/6gZzIFGxwhTt6Be9733s+4/W+srLihDiRjx9FeGGANNCtC/D+9ascDQ+JfEniWYbjEV7oLEdn9qMAQrqUk1arRZZlBJGPLhXad+c1ow7Gs5w7d4mszNBaIRshuih59NlnaDUSTq1v1ZJmB2fNTJ2EB61Wr469cQtfI4nIC4X0LU0h8IVPkQ0w+FSVxm2oXXeukpilpSV8KxiNj5hM3HXgCUkzalFQsLGyzmOPPIZWmkbkc+P6IeH6KseHfcbplJ2TZ0jChAsXzjFNBxQlHN2c4omIrNJo6SOlh5Exu0d9zu1eYnmzQ+GljI8nLHTa9LoLdOOSp559hktXR6ys9siKQ7S2bK136Z5scv36DV744JnPe137gi66MHPUcvDCLJbH1NvThYWuMzDuH9Nut8FY4tBBCI7XmbriJCWNWjqsrQuqXF5dI51MmYwcabrdbjvLxDr0zlaayhP18CugNBp8Dz1z07KGdDJlaWkJIQRpnuHhuk6lDUvLKxwfHc7jexpxghUOMlGlpixzlpaWmEwm+GFEWaYUWUmn1SJNJzSbbeJGi7xwdoZZWrhYlqRLIzLzjC9ZF6Y4jimKjCeevszObXdy+5m7uXjuClESOv6nMc6cWQYURR1JLyRhzarwfR9hxZy3O/PBnaUp4M3EBRUCCGTJ5Uv7nDq9hfQNx9MD+k/u4/s+UdggSmKSKKbXbVEUJULUmPisiHoeWTatObWO2ids/draIDwfbatP8ScG93+lrvDr4jkrrNaKGo8UmGqGDbuEBc+TeJ5LiXi+q95//qnv45f++q/xkz/3br71a+7hBdtdvD85IpYVb34dWCSx0eggxFZTLh/4vPfZmMcuX6CYCP7hz+WEgUWKmDK9wXWraYU51cf/9Z/7On/hC15II2oQhiFJ3ET4AWubK9x18ix5pXjm8UcoVYoVhq/4sq8kELLGYAOsB5VSBAEICXmuCcPYGePbCiEiFpZ77F8f8fHHHmdaZk4IkOb4wsOT7jOTUtJMEoqi5Nyli/R6PRa6HYrUXYN5WWINVFqRJAkzj+iqKgmMSwVxSroaZzaGiSrIVYktDUm3iTIV+0cOVtlaXXdqNK3xouD/J+9NY6zb0ru+31p77fmcU6eGt6reet8739vD7eu22+0JxcYGRBJFIUEMjjFNyw4gMhgiEEKBfEgiJRDLDgj5G+KLkzCIGARGRFjuYCwZjO223W37Tn3n4R1qOHXqTHvea+XDs/au6zCE4P7QUp+rV/feqnqrTp2z91rPep7///enLQuUc9zcXPPSpz8tHJW65OzsjPPzBZtiS1nuQAUslkuWRcFzTz2P6xSLm3PWuxu5tojo2pKrqyuefv4ey9clWiiKNSd3T0nSHOc0zU3Ft372eXr3JXRQ8sTz+/zGr17SWIgzmB9EvP/O+7+F1etf/fiaXnSts2gjYJntVgIGDw/vUO4Koij25K6OySwHpehdR1c2WAthGHEw378dwCjFrtxRlxXZJGe1vPGgnJ4wzGjaQnpZ/o2WN0/zeHnF/v4+ioCq2EmigxXTQ5Yl1OVuhLKI1KsjCBTL5YJpnqN8H2ygXaEV2goHt2uEYibyNUeSpWzXGyaTGXXbkhhzq09VljiLhb3qZEAUmNDbQyVLLY4M280577/7Ad/7+T/E3/nbf4OZPhq5CM5JK8CYiJvFjieePKHYFVIx9z3aaNADzEb+aKPpe4tyQ6qxQeuI+d4xbzaPKHYVgTGc3XuSx48e8omnnyRKI66vr9nUKz54cD3aWYVXoNib3SEyAZERGI3rei/Kl0XWKC3sXietho8uqGA9kCQA7MigkA25H3kLQw93+G8AY8RA8Wf+5J/kL//YjwFwmpU8aJ9nlt7DGMM0uaJRMf/t3wn4iz/4DKr8RaqiJwxD/vJPljx59w5vvx/R/+qf+i1d29/xXd/Jp55/hn/+818kSRLm6Zw4yUBZnnrqDvfvvYgxmtffepXl5blIJ2PFd3/LvydBrXFKsytIopgkDb3eXBEFGYQ1ZdsQ9ylvvPE+N+sl8/mM3js5Z6loz6PAYBWoICDooW8kvThUAgPabDasVjfcuXNMaEICJ0akNEpFtdL3rNdbkjhFqVvYfxglGHfLjZgF8vNudhu61pKkYlBaLG4Ay8HBEcoqMNDbBgtsy5WA8k1MlCUkiWHThLzw7Mdpqo7ttiToY7pWESWG+088x4cfvEVXtXRWo4IYRc2rX3qXOAkpVhXx3ozl5Y7JRFEVW4rdjldee5VJEkIoZK/v+J0vcn215IMHH3I4n7Nn/mWZ4W/18TW96Go/qNLG0BWdgMTLHcr79S1KiCMo+r5B68gPggDbi4OK255eEiVjJVW3DSrQ7B8ejQAU+bdUTo1ydF3N3Xv36Zp6tKaGJqTua6JISGImjumdWIR3my1YjQ40iQnZ7XZEYULb1bKIJgldJ6qEMAxZ+zSMvu/p2w5Xt5goxAKRd041TcN0ltPsSp9KCyZK2JtM6KuGIArRXYtTMqDamyU0jeYf/6O/z2R26Bf0Hh2IP79tK6Dnjbfe5PBOhg4D2dy8e08phdJKjvkaaFq0VvSWcVilTcB8LpHud+/eB22Z701YrTMWK82cOf/ln/4cf+d//wm+8vbb1GXF3v4cozVl1bLd3tDZ3uMtW6m0+kEmBk09cJAT5pM9FAFZnuCcpfPV73Z1QzadQG8pmwYThbR9y/r6ZnRY9f74q3yLRiloqprt9hZi4ooSNz3hh378nEA1qHrJn/trLaFu+fP/61fY/OJ//+98/c72D2maijgwqEBzcHBAlmWkSc5Tp3f54OFD9g/nstDFhmeefoaPv/BJnHG88fqHvPfer9G3BUprXvrkC5wcHItqprOkM0MUzembFh0kbLZbtusNDx8/og16VCebTGxC6Y86h9EhysPh8eyRYRDqnCNNQnmdrEHDeKpcLpcUVcETd09puo6mKUiSye012tYSe2RiVqsVURSS5WLeiW2EISQIAu7lMoNZFzXKyQC52FUerpQQRgqLJjKhOPCCgL6r2TUls/05q13B9XpFFEU8OL9gPknp+poIw2p5gyLmqeef5eH7H7DabVHOsT87IU40j84fMpvv8eGHH/Lo8YLJNKdvYDaNwTgWmw2mcTx+7y3CbEJVWIqi5PTO5N/5/f/XPb7mIeZ/8Pf/p8xmM7quI4lkQpmmKU1Xi02v60d5k8BpApquJcsmEjKZ5mPUz3B0BnyEx60mNAgkijxJBKE45JMZo8nzqZ/kMzrC8jxnPp9zdX1JoCJ6J0aM3nW0ZeMD7qas12uavhnxiEmS4FzAbrMeAeAa6Dwj9uz+fS4vL7leXrG3t4dRhq5rSLIZTVN55m00plT0frGSHptlWxbcLNdcnp+j0GzLgt5Zmrr7Ta8TaD7zTS9xdHwHYwxJEEKgKeuKsiwBD0nxr9vw+gSBprOWj73wEv/3z/wkUZCxKwtpn2hFHKcoM8U1BT/yI3+JP/cX/jsZMJqYk+Njvvzlf8aLL77IG2++y9X1gmLXsl0LaPqTn3yR/aOcXbWjrxuSKAXnM9t6QWF2vlcbhwm9bccoIB2E48AtUGKg6HqRjvVW0/ogTpGZlfzcP/s5ANJv/4uUv/AX/p2v0d/3+34PV5cb3nr7bXbFZgz8HK6zPM+Z+NZYnGSEYUhgJMzRuZbAaJ5+6jmmk33CKODqYsGbb73CbiNtNRMrvuubvw0XmNFl1pQNm6rgnXfeIEtT6YcrhTaBD0j1yhMjUJumqgl1KKkqYeidgz1O2ZHy1jQVOjSj9rlvWoIglGTlTtp5QRCgTMjdkyP5Pa3DhBFd05JPMqJYY1tRrQCUtZDSoihit9sBjBt7WdQ8vrgkSsTVOZ3N6G3rMwOlHTjYm+uyxPgcu81mS9t3PHx8wWe/9Zt5/eVXEF5yzyTLmU73aJqSrm9YrVbM5xPSNOX4+Iy6LtFG8Su//I9pG0F0LtYFTz5xxqOrC+qm5clnT/j1L73MN3zjN7G4vGZvFvMP/96rX19pwD/wuT80clm1NjjX8/jxY+6cnBKHEUVVeuygkz5WKxfHsMB1zcBuiFmtNuR5Smd7P9xxbDarMeU3DkM0ikmasVyvmGY5FxcX5LOpQFzqhmw6odzucNp5RURNOss82aof2wXbrYQCBkqOWG3fjUzUIAiYJhPSSU7ftywWC5yCySSjrttxeNRUNSbU1FXrL8AhnaEhn07YbDbivAoN1a4AoLcVb7/1gXwPZbi6WaJNwPJmxZBQoZw4vtI051s++xn2jw5J42RcKK4Wj+g9GcwEIQ6f6qs1yslgRVnD8594nr/3d/9P/pPf+x/zym+8St/2hHEEPn1Cq2iMEn/mmbsc7x/xU1/4aaxrWa/XXFwtGYBGxhg2mx0Dl0HaA7cwcvCksOF5eIXKvXtP8Nu+41vYVTvq3tIWW7qqpu0t//wXftEPSD0xTt0mUjx6+Phfut7+TY//4of+BOV2x6PLK17/9Xf8AKccj9BiIBCJ32QyGVseQSjQJI0iz6eEUcRsf878YMrHnnkapxPiOOaDd9/j8cN3Wa/lWK2M5ePPfoKTszvU24b1diUGA9uTZRKIGobSXjJK4zSoQPuBoyOwEKUZ2+2aLEsBSNMM5cHwwCi1i+NUTCf6VuURMLRlrIcJeXtyIO0m28MzZ2eEcSBJKF5VEgQBxvNGROYHgzJ1GGqbIKIqJVqobFo2a8lJS6ezsQi62dxwuLcn0T1eK311dUUYhhRVySSfUbYFUWAoioKiKGmqmpubG6IoYn444ez4WU5ODynLkuXymsXlJWmec/dECo1f/pUvUDjLBw+uyDJJ13jqmSNwliyMefv9D7l//5if+Ju/9vWVkVaWJVmWoQKNDgKqqubOyTFJJF7zJElI4oDNZkNRdKxWKw5PTv1AoB6HTNut5JwVVYlzjpc+9XFeefUNDuaHozxJtKSWVS/DtV1VMj88ALzWE8e22NE7gZoXRUFPz2a19r1n2f3bvhMrcDBM2ENaT7oSfm9H0ZZsF3LhKR3gup719QptjAw/PP/BKRnyrddrUFZcYrYff6+iKAhoubq45PDwEGcdq03BfL7HbrfDOYjDGDpf/XW92HmdY7G45LXX3uFjL2jmswmzowOUs9w5OqOuNyzXK6p654/ohq7vUa4jUAYV9Dz3wmf4vs/H/NQ//Ec8/dQpyqRsVmvCQefZd4QBFNtr2uYEgOvra65vljz75JM0teO//qEf4uT0Dv/kC1/gjTdfZbFZYoMA3Tj6pqbvHUXZEATaV+CKtu6IfZ7X4ckJk+keSmuCZkdrU1Sa0bYtR/sHKC2W4M726CEA09p/pQroz/7Z/4arqyvWm4qLi4oP3n+dstqI3vf/uIWjA6M00WjJ/UqSBKcQ9OH4NaG0RtIYkwfk0yNeeOEFTvcOCEyESWJ+41d+gcvFI9EXd+JANEbaES+//DIvvyoApvl8TlVVzCYJ9W47FhbKw4QAkiRBqwCtHU3XYNqGLMtoq5okT9luN0ymGa3r6ap+XMxGzXTvZLBmtcj8tChIYhNgvO19U26lYMHy9sP36VrHJ59/lu127W/ansCJLC0MQ+IwYFXISTMIFNM8o6wr0A6tQrRqOD6es93VkkiSiPrnaH5Iby0PH12KHDSQjcRqy97kgMAoAjWjbhuiMGenOvq+YG9/ThRFfPjBA0w84aa45rknn+Fwfsz+wQmr7ZLNTYlODd/yrf8RZVmQq3/KVy7WfPrTz/Low3epC7l/j/dPWF5svoormjy+pivdu6cn7nPf9wcFGdfWpGmO6yS++86dY9q+xfaOuhEKlnKwXd8w3dsnQBNEckFqozA6HHfJODQMqQJdLSGBs/05u13BZJZR7irqtiEM5Pi/WN5wcHBA3/dcX1+zN8uwTibm25sF2WSO7Sp6HFEoN19T1aRpShQl4/S9qioio+k9BlEpRbEphOsQyvS3bWthQxQlk9lU/Otabu6BSdDWNWEqppHrqwUHBwcjeKduKx48fJ9HFyuqqhpvyGrTyMbhpAUy9IuDICbNMr71sy9Rty3PPfciUSwSn75pubq+wM+hpMo0t1VSNrvLH/+BP8Zrb/8iX/ipv8crL7/D93zX76Gqt0RZyvXjC4qmIAhCMRHEER+89QbvvvcGv+t3/W7e+Mq7FNWGq+stjx9foMOMJMkwzvDCx17k05/5NKd3jsDe2egAACAASURBVHjtja9A1/Ls0/d46qmnOD45ZDbNSeKAR+cP+cJP/1OOjo64WV1RVAV1WaC14bd/9/ewXQsU6PH5grIs2dyU3KwWLK8vePTomnW5wbaS1DBE+gD+VHXbfhIjCGOveTiqY2+JdBIefOs0y/fm3JlPePFT30Qe54R5yiTNeP31N3j37VdompqyrmjrlvPLi5ETEQ1ZaVHEJMsII2kbpJF8PEvy8fOBUcRpJC485yg2W8IgIjuaEilDUVTM8skouRuAT6Jhb8fNGyCMzMgW6fsePKtCexhO3/c01jv8vHqkLmuMVqSTQ54822OzLmmbjjgT/nTfNYQm5fLqEWmSU5cNcabY25tj/Zxgs96NZp8ORd22bNcb9g+OhL5XFyOwajY/YJbPRvyosw2LxZLeOxlvbtZYBU8/cZ/Hjx/To3jpky/y6NEDOmdJkxnPP3mfhxfnAmyiJ0tSri7e4pW3fpnzZcH+3pyTw0MurhbsH8z4B3/3S18/7YW7pyfuBz//OW86GaahcuzFOqqmlCSG3iHcfeWPXMaL6mXaTigV52Q2Y7te+z5XKSm6UeQvOsVutyPLMg+SLsejaJwmfkAQEQZmtKVaa+maBhXc9oc3uy1Zlo3a0qaR1ApjBHUngYQ1cZQKR6HriOOUuq1I42xcoOu6FGNHnrG+WbG/v8+7b7/JE089JbHhvkoZ7MP46rUot7Rty698+VXZZIotTdNRle3o/BqQjrfsXLF8fvO3fgdxBMcHR+ztz+T7txWb7ZqmkKgYi8No6aOiNGl+nz/zp/8rHj18k19/42XeePU1Hr7/iDfeeIfv/M7vxHaOxWLBervkanmNdpDEEz7z2Rd55eVXqaqKxdUlDx9djAMd525bCIPZQQWykA2hi9anJxNozs6e5/N/+A8AcLW6pNrdUNc1V+eP+Zmf/ecAo3Fm6Cl2nZxuRrmZL1Cldy/XT+qPtnEcjs/FWYsevlgr4jgmirRv/Wiy6YTnX/gUxwf7pGlKYhKSfMLLr3yZ5dWaoroWA0xZcnl1TVU1QlxDgbplGU8mE+JQBlCT2RTV+8gjrYkiQ5jEtG1Pnob+mg+8OUdUDMYIx6OthO0hKp3Q9/4Z6XqJrywDozF+VmCtRXPblxb6mZKYJX/KMlEw9o6Hr6magqOjY7IwYbfbYcIAZyGJI+Z7uZed1VRlQ2cdXddICGWeS3GE4ma98j9XsyulNxuqiNlsjtOSkpxkMZN8TpIkXF6ec3H5mMP9IxQBdVPy5ptvcnz3CcqyZD6fc3Fxwf2zM6yS9O0sy1AqZDab0Fcdmo6ze3e5uHiM1pqH51/k9XcvKLcFLjB88ee/jiLYAfqupQfiNKHwi43tekwUErqYNM64vr4mz3MJo9Qh0GGSkLaQi2l1syJJMq6vrsYFt6oq4jRBBUj1G8eoQAGO7W6HDsT4YIxhs1r7xb0nTAK6TtG2PXEcilPNKrI9qUqn+QwVhkyylNVqQRTFcsxUirYtCaKYvvdDMCdi/xBhA1xcnXNwcARY8qmwEmwnYZlBoDg6vcN6640abQdWScxP19A0rVy8fcM0nzCbQFVbXvz40/z8L71KYG4BMFVTjzpcmVBD1xX83M9+gZde+ja0kxjv03tPEkcxp8enrK5u2BQblK9IkiwVmNDuQ374h3+Es2e+i+//A/8Bn/7Yp/ng4QPOH77Fg4cX9LXDupJyu+Ps9A5PP/kUV9cLXnjuJb7yla8QtglxknN2duardTU60ZqmGd1nXdd8BHDTQYC8hm2LCqQfmcUJ95MnWFwYlvaKk5MT4S9wm+c2bN5xHIqmWzEONAe2McgiaHwWHtbR4Qj95jrYztM0ZTLJeO655zi+cyZVcD5BKcfNass77z7kwwdvYVRFWQgo++GjD2Xw4zcBAItCB1I6ypAwwmiBCWkHVVGRJZIQnESxLHga6DtwKXXVYzTEYQDOoHzIatd1o6QujgV+4+h8VekgUDStwzoLvUO1La6vQYWUdc0081ZbXyxY26GsJQkNfdeLk5HbtOhJNuPq6grn4M7hIcYPZ61z3GwKFF4T3KvRuBQmIW1TEcVDuzAaYfl5GqNUxGK54U6ecb1YkE8mLK+vqauWyWRGEITcPz1mvdvStY7T01M22y3nl4/59Cc/RV1uSCLD+++/i1KO03unomzptzx69IgojtmfZdgPJGa9qXfk0fN812c+Q9u2vPbmF/lqR7B/TS+6SitMJAO0kYPbCbqx7yx5mlNVFQcHh1grTX+lHM4ENJ0salXZM58fcHO9JAhkajtYhofj+WQ2pWqEaFU1JShNHCdcX18znU7913eEvuKWJ9fRNIr9/X12ux3L5XLcsQPnuL65YT6bcnl1ThJnMjSrHEFvmU9ntG2P1h0qCCmKcsxXW62WFIUccZTuKUqpTLe7NU4rwiSV7DNlCYKQNIyoa0eSZJKKUVlc1/GpFz7DK6//Bl/+0ldwvaX1Ko+6FWWF7Xra/jZFWSk5Xr/66i/x7nszvv3bXuL9919nlu8zO5iR7wkLuKgKmqahLEt/xA2w3ZJ3X/0JfvSv/Ate/Ozv5Ld/4yd49pnnaasNVW15fP4B77/7OleLiq5ppco7vyIMNNE0oah2JNlEuMM6HBeLmb/5nJN04TjQ4/umtQYti/Msz1G9RgURcaw4vHeGiRM21wsO70iKVN+5EdwjpwQJjlSBSKZkIxugSoZA+6N8JqePfJbTto7nPvE09w7vSxBjHKOVEa5y2/L2W+9y/muvsi2v2W4Lit2Ksq64OL+ibXsvFbzFdw4nKeUYbc1KSTWvtEUzhHpqnJaP9a4j1JoAQxSGBBq0VUTGoHVAYBRl2fiIKUMUGXbVDqdTNPgTl2zAJhA3ZJ5PRbKnFdpF6CjCmFAyOFwvQZ1a2hNBFI6nAdcL2Amc9HxtzzSf0Pc9y9UNfd9yZ36XIHDSJ3ayiWZZJlK1LkD7NqBstgF5OkGbENiSpilXi8fs7+Wsri/ZrTc0ZUE6nVFXFdtgS71ZkmRTbq5WrFYrzs/P6bqO5595hiDUxCrn+Y8f8uCD97i6vKYqCiazOevlFRZFnmUsVzvKoubg4Ih8dofJNKHaVVyt3udgfg/48ld3Xftabi8cHh64P/oDn2Oz2TCdTknTVC6YWiyIwOj4qmvpgTZN56ldJWEYs11vSPOMOPQMXT800yYYtalaa25ubiSGx7cNpH8X+B1ZKsTIhFRNPbYkVqsVGuUJYo4sm1B7Y0XXV6yWaw4O74zT7SzLuL5akqSGwEREkaEs6/HGNjpgsViII845oiTGaElu0Ebx8Rc+wauvvUwUJuCPWsMxETSu6Wh6IXxNZjmvvfYyDx8sefj4XABBfSeMWSfJBM5J5tZwjJQEZUWchMw8GPv+vbvkeQ4q5ulnzsbqc7lYjAtY1/VjzzAIQgITkew9xb1nPssf/v3fTlXesFovqaueVbmj2lxzvbnm/Tdf4d0PPqSvQoqioCpqOhTr7UZaPtaB7cCrLRSyIA0bsFMQJQlpFvP0vY9z794THBxP/amip29avvjln+FLX3x9TJYwIR6UlNHUt463ISljbzohPdjncL7P0XyPPIvJ0yO0DkiyCK01YZiwvF7x2htf4fHyEf16haWnrCq265Lzc3m9nXfYDRv1sFmoQBIiBoWDVlJcDP8P4qxUShHFoqXN4oQ4Swlwwg7pGwIdoocWTNvhtGy+Q29apIWyAA/PY5JKYWCM5PsN+M0BPK+MLPRtXZPnOcorD7TWoHrJDlSagIDW9qKccG5kUzssOtQYpVnvtjQehnTn6Iypb2WUdSGb5fyAqiikF44mDPToOq3bZry2BxleGIZsN0suLlfEcQw6lM1fWTarNeW25PkXnqG1LfPDY8qyJE9y2q7G9ZZtscPZ2yQXAkO53fj2i/ApWtvy5N0nmeaixuhtw//4l37s66ene3b31H3u+78XZ0EHauR4JknkL5zIx+EkLJeL8Rg/RMbYrh9xdbPZjAcPHjGZSeValqWX8eRY69huN5hIemMCkpHjT1VVog+uKg6PDykLMUokSULrAy6lzxaxWCxI8wltW0rFaxRpMqWt5QjfO0tdVqR5BtjRG1/sNsRR6s0Tnbc5d0SJJAcPLIKB6xCGAZvVFhNJFM/BwQFNJTfJzc0N2oi8Zj6fc/7gIRfXC7ZNR7HdjeAYgLYV+VjXdYRDJpm/Hp584sz36WpSE3N69qRUdkZxfHKE0YLXa5qGppF+r3KCrCzLaozFieIUgglW5zz5wjfzTS+9yKc+cYhqa8qmpCkrrlfX2Kal6UrKpma5WkJrKeqS7fqGq8UDim2D1gnWtSyuHoMKiSKRW00mGZP8ENv7ijFLSeOQ3hpW2wXvvP0m8/kc24oUTUDzwjPQKPJsDx1AEEckYUIQBUwmM+I4pixLXn31LR5/+IBNeQX+ve06SeFYLDdcnV/Q2ZoBVymtqNuh3HD8Hhb4oa0QxzHWO+d0EBBGwfh1YSg9Wddb0iyWKti3u0wckYUxTllZsI2khhgl8sEkkddlc7Miz9Oxog5DOUWkWTIqf4bCw/ZunEEMHx/CW6umJfJIUUBcbNb5iKtwvJ4cFuVZ10MxU1WVSOD8c3j63pM4LOvtZvy70n8Ox2GgDPHUmIgsdDopFJRnk2yKHevFiqIq6axlsVgQxjHTPaGhpemUo7moWsqmpq1q9vb2+PCRyFbyPCfPczabjdc+V15pJEPRfJIS6oyDvTn/04/+la+fRff09MT95z/4R9iu18wmU7TWLJdLqTSzlOl0ys3NDV0nO2HVdCRRxCTLqVtx02RJStu27HYboiQlyzKKoiDLMqkgkb5oXdckUSg2xjBkuVwwmUy4urpiMpmM7h20SJY2uzXz+Zzdao02hjRNWa02YzJFEASU1Q4dhDRVzWQyGzWQbdtitcJoTVUVdF3HyckJ25sVKjRjFbQrNkwne6y21yTZjHK7YTaT1oR8nxrQ/mapyLJM/PaDWqIuKHYNfVmyKVuKaitmiaanaGo0MgDqrI9CdyIr01ozmeTMZ3vUjRglojARKc/REWEsfNU4zmTT6sW+6ZwbMY/C7608K9cQRbF83lmiIEEFU+kNz09I1B4n98745m98kWeePSDSDqxkylVtg+t6irZG256qq8ffTTnou0E/LD3qDkff1nRW07Y1fSsDybpuaZveqww0QRSS5VPKVcH7D85Zrm5Yry65XN5g24pytyAwmqpp6OoepQIuLh6zWW3H11jQgre0N6cVupfFbbAeDwusCQKcZwwPFdxQXQ5frz3rQ6rpUIZitIQ6JEkijDGksQxpjdb09MynM8pGYqKySUbfOh+TJIYUrSFPxcBiAo0JZQDb2444EslhlqfjScsFgUjMkoRAK7peeutZJinVSil0aMaAVGt7nIMwNPT++nbO4QKx38s9mIxKml3ZkOU5T52eUtc1ZSvXiOjkE8JQTnZt3xEEHrKvnB84al+UyB+FwK0W1zdUbUfXWvbmh5xfLdifZhTFjuPjEx49esTTzzzHe++8z917Z9SdbIiHezP6vifLp7RtzcOHD5lM5R5SStHUHXk64cf/5k98/Sy6Z3fvuu//z/4AWsnFO5vNuLm5GQcqq9VK+lZZSpYklOUGpQKMiahLuSjyfMZut5a4nloupqYRV1IU3brURBytxoUjihOc7b2o/naS21Qle/sztusd0+mUzW496j+VCghMNB77B+H5anntq1jJExM3T++VAJLUEChNudsRJYlnwkrMudYeOtNJztckyyh8BVDWBXEs8e9DlaCNothtSKcTbNOz3RRYHKvVBmsbqqKmauSi25ZbmrpDOUdje7pGbMhyTSju3zsFpIWThBFFsfU8ck2SpYSp3MACrVEYM4DJpU85VDdBaHC2o+1uU36HNo4xIUZrsWUPLF+lodMQZzRNx97+PnUtOXBWBczjOVYHvt+fYnsfkqksrilYrNZkaUjvOoqmpdwuCVVPU3VoA3QtXdvS9pWPlnfYVibbbduzvl5zfbP8SKUlC+jQ/5ZXwAd0eoNB6GVeH+URD0f6YeENjR6rxeFrBpWLaH41YRihkUXLoHzrqRPFwkccZbO9jO2mGNsPgRIjxqBmCcOQpu4IBnhRoEiikNDnBGpjyKJorHBRjiCMhEbmJWKb3YZJNkFr4WEQaIzHioZhTFFXKNsTRKHv7ULVNkKZ63tMGKAGI4Zz1FWDdT1129L5Rf7jz7/A9fW1nGLbemxTffR+lWBU5a8bg+s72r5hu1sTp+nI2Vgsrzl/vECZUKzSacp6veb+/ftcXVzywsdf4PzqkizK6TrLZJKxt7dHXdc0TUfbFOzND3jv/beJ4wTxwcPf+Nv/4Otn0T09OXY/8Pnvk4skNGxuVty9e09IR20zkrXkAtlidOCHEYrNdsXe7JAhxrrve8ptSZjEJJlYDLfbLUkUj5Py/X2ftKsDfxTsvCyrpaoKtJb03c1uS6D0eBOGYcjNzY0cqxwYo73sTDSqGsVuJwtxmsqUXPCD9iM3qNiEVWDQGnbb9S3Nn4AgjmjLgl4ZwsBQt3IcCsOQ+XzOZrPBGD0OxLIsY7fdopRivdqCsti2Y1Ws6TuRZckJoBQZW9sKx0LfKgdOT+5wtC/f2yu2qJuOrrP0OEwgms5hY5hOp2M1MhyTP1rZRbEcr/tOZGeN7YmMT2bQiqaqRNbk3XvDUEsqch8P77XXQRB4tcptzzRUwSiF6zwsfTi+G2No6m6s0K6v1yyXC9reQ9a7ZtwIwKdL21sHGzBuFkKTU+NC4Kwdn8eQXqyVhHIav6g616M96DuJMxy9701HIl0LNKHHVA64zEApHztlhPWsZBA2y2djerXyXwNgXTcqMLpOstLCKEKBT8I2REnEfDIdN5RA387SlQbnN5Hh9bfWinRNm3GDCaIQjUOrgKaX90L5TV+SVQaHXohzvmDpxW7skOfY+RaasvI73bt3j403WJS7gmySjxu3iUKfrt1752lEVTVMpzlXVxeDnJgwNFIl1y2L1Zq6sTz77HM8vjzn/PwcZyHNUz71sW/gjTde5zPf8E289/BdnnryBZnDWEuxXlH1NbvVGtvLz//rP/63vn4kY8MQK0xiql3B6anIPQabaNWU43BiuOgFNzclDGOaskJFmqqQ9Np8PvFow3rUqOooxLUtaZ6x2kiicO+1jF3X0fUFXYsfhCU03cB3VfRdx/nDc5579gWybOIXgnqslsMwRjmN1mLxHZJX266lK7fkSS7AnLYmCEO6zuG6lqavfA9PYVtLnKc0ZUXvZLBSFSVt37G3J5vEzfVSXoMoYrlcMpvN2Kzkd7HWcudYEJI20pRNSTrNuV6uRJWhoKk70jynaYXVa/uW0GiW1yvunhxyeveYrmkJdcCHj88FcA1YZQkjhXPQdjXX1y2LxY0sVgFMJjkaJf1UHGonrsLQGBoPJirbEueBO7JRVVhuK8veOjofTtr3PaqVSm5YGKqmxlnAyvsxDEWvl0vqRqRT1nU+4kfaUB89uQgA/LbPOlSMA29iSEEGCMzQ77+FoctgLEAhWXYgdlztYwWHAZ0iuB16KotWmtlk6uluEr9uPVs4TpPbk4KPbRrSSJQVLCiqQ2lNFIW0bTO+Pvv7c1bLG6HYdZ2Q57bbUb/e9z2r3ZZAhRil6f1GMigrur4nCDQacMNrFAQjV1mMGxaUoul9O6HvfKSPfK+qLkljQXbiFEEQsqt2xLFG6wicYpokAv53jqZpee/DD4QWdnJf0r87WZwnXhGU5jm0lq5vaWqpfOtacgfbrsZarw4JDDboOTu+gzERTb3j4vyS4zsnLJbX1HXDz/7cz/DM05+gsY6nnnxh3Cw6a1FhRKg0Z2cHWCczna/242t60RUMYULf9eT5lNVy7eU5FXmej7EsSTbxSbuW2WzOen0DaHo6gj4gm+RUVUEa5/S9KBO0tlgLtZc+mSii8TftwcEBTd2ShQl1n9AZyU4TRoCwQrfrFdkk587dM65X1ygVsNvtmM1mRJEZ+7dd17HZ7IjjkDTP6JrWL5ZC3F9vbjg6PBZimYlEmNlotrsts/nc/56OJMu8VbRiuicDuOHGnx/sjxfObDaTCXDXok0gU/q2IAg1VV0z2zukKAomk4yirsjzlDwXt5xyQqUaKru66tjuHKdxSJhGlLXA4ZM4pKwaMXl4gpXthStx52BfpuKx9CZ3ux2Xl5d0VtJ467qWFkslPWCLSLeauiNJpTWjAsaN1HbOJxJD7zqUEmWICaJRujRIvYZqWEwc3kaHRjmpzNG3w6zBSGCtxcTxOES0WJSTuHaL+00V37gwa431bQOn7NhWQFmRmtGL/VhJTp8xhsCADoY0Y4HyKAVaK7AWZbTve1uMlp+tlJe3WUfdtcQmxIQhgVYYkxEE8jyDQODvJojYbrdEcQYqIEkTqrrFhPGYqj2oFnRs6H2ag+36cXMIA41WAcro0Sgh6diG2ISjM8wEhq7b0QNNKykQAvOJ0E2DCUI6Z6G3tLYlSiPoLD3eIVlVhCaCtiUKIlA92+WWt7bvkOztMU/jMbU7SUO6rsI6jVNirxZwlCMI9mj7nrbbgW3pOkuUxESxZr2+ITQxn3zuLtP5CZvlmsM7c9zxCY8fP+CL1+dYpfme7/wd3KwWTGbzUcnhtGK3rcji5Ku+rn1NL7pKIVKu2R5WK2bzPXYb2bXLugLrmO7N6LsG5SQ19up6IUcx2zPNp+zKgr7viKIMa6Esd37qneL6Guf/sZ30NuM4ZrNaE0UxRIbLR49GXW8cRZ6tINbJyISsyrUfMmjSXAAjbe8rmhawbmx5iDtNU+6E/JWmGVVdsy12BEpTbNfszfZRUcrR8TEXjx9T+VyrNItpuxJsSN9aPnz/AWdnZ8znc5aLa4JQe7C0LP7Hx0cUux1aOfrWUhedtGOaHWGk6DowHlLet9YHDt5yA6pdBaplubziZD5Hm55pnuP6nsDnzW020qIwsTjclEmIUku37AmUBHsOiyct44JnO6mm2tb3rX1bpG3r8bXqvMwnDCXSXSlFpEOatqVrLXUl1KphwbN2cKtJTzVQxsuYJGUiUEMcvIeze73soHSR6+0j+XBjGsMAB0rBL8wfHYKZSP499H1DE2Ktl4IFYMJ4VHLgLDippsPAjK2YIQdQFpQI5SBL5DXVDpJJTu8B7NoE0japxd4extB31n+vHoWR47ayONvhrEURkGcZXd+LBd05SfaNEzp/D6TxxEuzZMgW2ug39apFZdARxeGthVzLwDj0lmllAbpRrx4Fhj5wuNqfMIy0GZqmJkoTtNNEkbzvSmuyHEITUa5veLxynNw5lhSXIKBte8JQj+67qhAOh3IQKogiSd7uTYv1GYLHd+6x3a4IgoBiu+CZpw85v7xheb3h2aeeIcknLBYLfvqffEFCM88UaZ6NYJ48SW91+V/Fx9f2oqs1p6dCl2+KEkyI1nKhB05ictq2ZrfZMpvvcXO9IowjIhPilKVuK7SGrutHkHgcx4AjMiGl89ImhXdrCRw8jWJ6HHVbMptMaHtHmsYoNYj1+1FOFChNXVa4vgcvHev7Hh0acQxpzW63RTk8krJlL59Qty2RCTk5POZmvcbSEyUJl5eXQipb1CTZhChq6NqO9WpL1fREUUBZV5ydnfmjnR9OKcbwyjgOabypoNhsydKcNErZFgWTbDpWO2u9EXeOs6IDjWNW240QnyYpsSemxVFKNo8oN1v29uZoB2VTkaY5SSJV8Xa7Jk9jWRDjkrpuiaOIfC7RLt1HJvVDX1UWLoXrJJZ9MhF2qcWhG9GZrlYr2s7exqlrsSKPQ6vhKK8d1jp0oNC+Lz0MqBwII0GD9pbsIXtNKSWMYhPfDs2GtGfn6Fo7KgqGR+D/24QhvW3H36u3VhZCX4UH3masUOhA2l/aCCIzSgNCItxwvfjnGniDw6BoCMKYjz33PG+//bYMC7XA/XvbM4kn1FUr0jKvLR9aGW3TEsSGPBGHXd1JxY1DKHFKEScRJhDu83ot/VTJwQtwqkPrgN63XuR+aH1P2z+c8lp2ycvT2iGSEvm0tWJQElyjYVfJ6SzJJ2N7aNBco5xws5vGb05iH0+ylLt372FUSxJJy6L3fWunwPUhvbMCWLKD2cShjfSMs3SPsinp+jVK99y/t8/hYcDjB+ewuOLuvTMOjvZ5+Pgxv/Slf8HRnfv8+9/zO/jwwUO++sutPL6mB2l37hy5P/aDf4SyFEiNRJCUtH6qqYKA5XLJZLZH5FMU0Lf++ratmU73/JBLE8cpXXvbL6zrmkCr24swDgFNVZSEUUzXt2gVUFclSZbSFsIcRWkUjqaT2JK2bkiylKoq/CIeUG13mCggiSReXfl026bpCOOYKIlHTGFd1+PwKQgClqsb7p6cUlSlMCbqgvnegdfohhTbG3SUjlV03/dst9LDDYwiigR0koQJoZEpswmhqmWB2O02WNdSFCV7s33RLGtNWRTjorQrpb+rlbRIvv3bvpXt+hqrwHViCa1tR1P2khLse6bbskD5I39VF+A0re1HLKVtLT09Xd34RVR6jsNlWJYlbXcbAT+wAj7KTYBbLOGwGEqbwo29fQV0TiLXVQDKaRkmWokCkr9nxZXmB1/OOZQWiZJWwu4djt3DzxkWtTAKCHSIdd34ce3RiEM+nzF+wGXtWNka3xfGYyZFEqVwVkwpUXAL2lFKESYhWkUYrem6xs8sZDMcf06gCPDfN4CuZWyNAPRt54d43Xia+egQriy2o4PNmACsJQgjX136192DfRY3S/Y9kB4doP37NrRehp73bzJf4FDKQ/CVRAMZJeaKwNut66YANGVdEygJ02y7Bhdojo9PuL5e8NzTz1JW0uLq206KJGvpOjsOXwc2x0eRmwCOlvV6KfdPuSWOJlRlw7sfPmI+3yc0MYfHd1itNlxcXHB2+gxHBzOstfzPP/yjX9VB2td0BHugxIm6NgAAIABJREFUZQHMp1PJEeta76zqafuepq04uX+GMZraNuzqRqJMrExru04iR+SIIjDn2jM+20YuCG0C4tAIT9QpHjx4wMndI9qyoq0bHPKGXp4/ZrK/RxhHFLstKhBASNNUdLalKLb0bcd6vaVva5LIkJiQtq6hq8nz9HZY0VSoXnbi4eZJIuMn9ZbpVDSsI0wcAUKvtyvZIIIY5W4lTBbniWaRf91iAivDkdbV9FTsyi0mdJS7gjTOSJMJT9x/itZPhZumIU4Sqqb0FzCkaUzVlehIYnImsznaWbIsIU1iNB4urh3KQJZl4/Bwms8IA8PebEIeJ9zZn5HFEUkUc2d+RL43Z12ULJbXrDYbtsWObbHz0fR2XFDjWEhtI1UrFB7C0J8cpVe+VTL8cVo2MBVolAehBzokiTPZoJX/uFGYUBPGhjCKxsUIdauZHeDhwLixOecIzK3kK89zjDGjq1GkXRAEmjzP0IEsyg5RJ+TZlGefe47AiC48TkLZkPwAb2hhiKZWhqtaQ56nOGsJjSbwAzCnIExEThbqgCSNPHw/R2vIJrnYj5VFaXHl9V6b3TYNSZjIIMxKZdv6jcS2Dco6tLtNnz44OMB10HQCHaq7ls71H1EuQI98bmxDINFXzonULgwjAd6bUKA4HiPZtjXZZEKW5qjIgDEopbk4v6Zp4Usv/zpVrcnSnLZvxtlDFBmSKCSONAaRz3VNKzxqD/7BOrJsShympMlM7ipd89zTJxykisXyIa+98utU5YLnnnmCy+UH/OKv/ALni/9/3OV/m8fXdKV7enLsPv+57xOO6HRPwidBqFddx927d7k8P/eOnA1aCxgmDOPfBDfpukaiwK1FWeGOWi2+8qHC7LqGMIy9rbdj6iHhzjmqqmBv/wClFJeXMgk1cchquaCuy/G4ur9/6Bf2UvTAdUdVbLlzesLl43Om0z2ZKPvqtPe6Q2s7uqbxi7gASqIkHvGQ84N9FouFBDlGASaIqMtmxPCNoGytCbSlLNpREqSUYjLNvC3ViXIHxv6mUMia8f/39/dZrVYoE9JWNZtCXGwHB6e89Imn5Hs0MlFvehG8Dzdl3/dUbcODBw84Pj3BOcfyekOe5zx8+JCb7Y5yV2It402jGXqZwUeYxnIaGSQ7FufJV0M16sZWgNKGwMc6WY+sFNWDxTlBYooO1YPMe8bFTKpJ/70/ojGGj1h2nYRmiuY69KSuBm2C214tMJtMxxPDIHUbNd9RJO7CXiKKcI7YhCj/Pdq2FUsvjIMt+f7Q+c01igxd3Xj2xgbjQqJE8IkAuecZNE0j7QVbEYUyi+j6ZnSJta20GTKfkzYoPgZd+ZDMHAQBURCNfecoMuhAsVytyBOZjwRBgIkNWiu6TizBPZbAV+v41kQUJaODVKmh+rSifvB1nzzP9paAh6JputHmP5x42rYW8818j9P9Y5IkotjtCEOR1Q3XsbV+LuBkgBrGhraroYOm72i7gRTYY6KYqthhjOFXf+1X+fgL30QY5bz1/pvYzvGTP/mFrx/JmHWOpnN8z3f/Nn7j9TdZLJZMJhOchbZquDq/xFrLdrsVKlexpdzVuMz5HhPMJnsUuxXKv71RkrDebYjThL7tSPOMotjeOl/aDq0sRVWOcJAoMmgUddMQmZDtbkN/03N4OGftIA4l12xxeSVpETpkdbNhPp9jQk1VNszm0h7YFDvivmN/78BHoIT0feCZwT1ZJtHv11fiiHPO8ejBQ6p25/vR0LU12gNIBgqWRmK315sNQShKCWutpOfWHXUt2uDRa5/ErJc3JFFKEIQyzDCK7W5Nj+P06IjLy0v2Y4laCYKew/kh6/UNTdBgTIhuNXtHeyyWS2zX8ZXXX2M+32O9Kvjg4cuegVEL78KnFlscYRwS2sDrbTVNI/1tay2Jt3o7J8D20Xpqb3Pc+r4n0LeWbTWgP50/mltFEocjsyHw1WrXdVgsYSyXfd/JAhD7Vs+wwH+0Z2i7njSVCbbYfzsh3PkB0+DkGjbTYTHfm05Zb3fknhdigcgP7waraVVVuKYjUArj8Y5RZKhdj9bQWkcUGVFs1LL4JKGhrQxhJIPC2Csv6qbB6BBnlZ8naF+dKuIoFdmcMsT+RFVVcrLToaRFd12HCUNc1/uMPKhdizGaIAywrsdazSTL0CrA2halNG1VSx9XfjF5XVHQi7LEeB221pqiXBHoSBRIdU1sZIBYlrLghSqidxCEEQGarm7Ym+SUrfCR67IkCSMIodhu+Y2LC/byI06PT5nNU9qmI0oi+lbs61Eisrm2b9jtdiKj05a+ljlF3/eoQEwpSslm/Y3f8Clu1iXvvfc+J6f3Mear3wz4/6x0lVJPAP8bcApY4K855/6qUup/AP44cOm/9C845/4v/3f+PPBHkZb6n3LO/ZT/+H8I/FUgAP66c+5/+Tf97OPjO+5P/LHP+95SOMqwBHknTNTWNkzzHIBiu8FEMRbovIe83Za0WA4ORA6y2WykuW9isiynKEuR6wQCz0jiiDRNWSwuxwFA11nPe5BAyzSNqTc7wjzF9kJriqKIsq6wnZC8JpOJF7CLD3+z2QjzN5Rde29vn8iErLcb0lSe/3a9Ip/OxqGRiQ03V5fkkxlxGI2C86aTo1OS5Ww2KwIlN8MHFw+5e3CM1cMIQDLUosiw2WzIklyq+qahrGsB6hhN08qAo9jVhMYIKnMyofJEsiGKJg5DVr76r7cdYRRzs1mNx21FMBLCBiSj9PgMRVWihmGUX6zkKdqxly3Oo4DOit5y1H36ql1rkQw5q0WWNVarg/vtNpJ9rFSVR0V2LdrL4cTEYn+TAcJimSQZRVORp2IFFVmXYjKZjCaQrutAq/G5DYacoacsGlyDckIoG0wAaRhhA4frZMg6aH3DMKQq5VrtbSuRPygCo7A6oGtkAZ7lM7k+PTSGTjZO5U0LZVmOPd4wiKjqFUqH4+KOspgoweBoamljJGnErhBXo1KOJI3Y39/n0YOHvkcrv38YG78wt4AiizN6K/B/FYgssfIx7W1vmWZivhjunziWeyuOc9q2xOhw3EDFYCLmEed6QZ1GBpz07MuqGFkrYs11NM2tU7BtW1rbc3J0l+O7x1hXS9RQJ5UzQKDN2FYUJrFhVyxlo0yn0IuBqvbVb9s1fnjfc7Pe8hN//6tb6f7bLLp3gbvOuV9RSk2BXwZ+L/C9wNY596P/r69/EfhbwLcBZ8AXgI/5T38F+N3Ah8AvAX/IOffKv+5nn56euB/8/PfTt81oT22ahjSf0jQt8+mM8/NzZjNx6PS2AdejtBxRoigizybMZjMePnogi4XPKMNbfvf397leLphNpnT2ls60W61xSo1U/fwgZ3O1wSnNbrNmujcfK5ZtucU45YcP9Shpue0FCvT75M4RV9dL2rZE60hA5W3Hs88/x83Nmk0hyoGzszMeP3hIGic0VSU967rFRBF93ZBOJ9TlDrRUxdO9GX0rR6Y4jsFp6nLHo/NL7t27R29l6lxX7ajUEEymDGYmkwmr1WqspJu6pKwrJpOctmfUwW63a2azOYuLS8IgklYALcWm8koKCfwsduISrHqJLwJGE0DVlD43To3VJUq4D2gBlg/VbdM0hIEhSSPW6zWKW5iKUnocWrV9i+vtuMhrHRAEmqopvdMPiXeyLX0HQRiI3VarsTc+PKy1ozpCTh/t2L4YBk/DkTdOJLhR7LGGtpHBWxQIlObi4oL7d285wcJPiAiiANuLoSREFs3edbebhDZY22BCTd85It86Oj8/Z//gYOwZS3KCJUlzQE588/mBtKu6DhMLEMo6kZ4pv5ANG/Hdu/d45513pKXgfNur7VCBIvDwnq4TeLrr3Ah6kqGbP3XYjratMVF668rrfIsHGZRpD4Hvq/+HvDf5tS5L07t+q9vt2ae5zddHRlZWljGUSrjEgAEjYOaBPUEIkJDFhAke2GLKBCEkQGKCQEgGITEAWZaACQMY8AcgPAAXrlJVZUY4IjLi6253ut2vtRi86+wvE5FFFgrskHykTxFx4zbfPWeftdd63uf5PSLhnY8HVuuNBFHSInhZhC8DsUuKdClFReP9tFj89oen5cY69J8SjNfbZ+xuZRPT9z3Prl/w3fuvyV2WwDny+xDklNNPZxSRoixFz/ZDuoYcbbdnbGf+0//yf/iHKy/EGN8Cb9O/H5VSfwS8/jO+5K8CfzvGOABfKqV+hizAAD+LMX4BoJT62+lzf+2iG0NMpm6D94KPcy6HMDOPA0/7R4zVsPBHNSaTRUdNA3XTcL3b8e2334pXr22XBJL0UBn6QfTXU3tmtV4z9j3DMKFclqhOcpc93p2JUbHdbJiGkdwJHq47t9RVydD13H/8wPX1dQK+7Bi7DqssJpMGh7uHjyjlMCbndDpxc7XjeDzy3S++pU+krjIv+MWXX8kODGkIvrxMlwXnfNwTFAztmVUjTcVd13E+n2ka0SxN5nj+4paulzaM/X7PerMhy7Il6z4MA9HHBSLUdx157hbN+XwSt8Y4zlxdXZGniu06nSziIF5fvbEUqS1gmDzlqmLoOuq8YPKeImnV/TiigyYvioU7AfyKfSs6vXhjTSmJsPbcU6ZdeozCcjDGoAbp8spdxmyCtDEncIwxhtwVmNzJ8X+cZAdqWZwKoJMWaOlbmYqfu44iz5lnj0Zj9SV8EHCZ3Kzzwi06fm4dNs+Ic6RqCrqxw+aWOE+8evUKHyNls2IaZtlp65i+l2O92khstetRioU3sNlsOB5DYi7kspFQhpubm2R7LDmdDoJxxLNeNdzf37NebRgHOVFoZ5MOaiizUgZ4yjL0PUUhp4j7Dx/JrUgl/RTJrGXwkpZz2hCURimpbdLOYrVmGgfKVc2U7F/aiBTRnvas11uUNpAJhUxjJCAxTCw5cqDZXKU4sf0Ugkmvf1WUyVuPDNzixDwGQphSe/GMMYq6WqXhXUBZjw+Rc9fSz9/y7pDz8uqKsjDcP96x21wlJ0VKJQbFHGZsllMZUMHjlCHgMTrjw+NHrnY3GO1w+f/bCvnnf/y5BAul1I+B3wf+1/Shv66U+ntKqf9KKbVLH3sNfPNLX/aL9LFf9/Ff//O0oqiqdEc0NM2GS6/TbrejKDJevXqVhhUFRVERxpj6Gx0WzTdffS2aZ/DkzrKqSkKYyZ1BWcU09DS1VGMfnp4AmIYpxTEzAh6biW9x9j374wNZnXM4HIQEdtxLDXwMrNfrJP7L7u7h+EiI8yJV+CksUG5jPnlJq0om6lUClJdlKUzbzQ6sQxmHK2XXFZnwUVGUNc16i9aWeZQW3mfPnqFhGYKs67UsThgyVzD3HacnaeBVSnF9fU3R1JSu4Gq9I88d/enA4emR9XqLs7KY4gNfffElIYRUReTwPmIyQ9WsRf/UYv+62KGck4WtXlgTjsxa4fQmgpb3XqSETHawWS5/8sJgHdSVdIBtNptfsVeVubB2q6KgKErQsnhqq8l+ifJWFAVOGXIn30c+JpjEMs+xWpNZi0uvQVEU1HWdeAcOrRV1UVKXJUUmbRNllaO1ZlUL+jErK/K8pGoq4d0aAS5VzZppDpRFjUsDKeskEp7nedJiFW3bY/KMvChQylClxcTYiFYZWluqulmaJq6ub9OwWLT4LKXEjBVJQuvkWojgtAEP0zjSnyemYcbZXAafsxdwTDdQFYqfPLuiUiOgCVNg9IE4T8TZ4/1ECDN93+KJPD49MUxRPifG5NzIJGEWPCbJPf5CD8vlZ5rM0fftMsybJs/hfGAO4njIihxl5OazXgtNLc9zXG7JCrecHJUyDLOAdi60OOekwNVa8cd/++E7fvbNF4QQOLcDXe/p+onTeU7OI4dSEWUds85ovaZXGbNy3N6+JssrnK1YNds/zxL5Gz1+40VXKbUC/jvgb8QYD8B/Dvw28JeQnfB/fPnU/4cvj3/Gx//vP+ffVEr9XaXU35WmW2lyVUrRns4o4wgBDocDZVny+Pi4aILtucNllnpVsN40hOCZw4QmCDDGzyhjqVYN/TxhUIzzRNuKbkQUTS3GmaenB6ZpSvUjkaJYUVZrrC3QPrJeC7C8bNagDYenPcZlaGsYRqHe314/oxsGnj9/zsPDQxooBYbhTFXKcTcrcrFdWZWgO9eAxtiM/V7aKNAS2iDMVPkqLfYnlBL+aVaIdjdMY8qyz7R9z93DA+tmyzhP3F5fs9+fGcfA4Ulqvvu+XVJp565DKUNWb7h98ZrZe6pkOcoLzYuXN2w2DcoK6EWKB+X04GyJ0Y5mXbNdVzgtdKyylG1CnjuqzFEVOUVmyZMntK5rmqImBiVDjimFFYIhMwWFqygzIcht12ty55YF+GLV8tOMM+KHzrShynJy5yiybPGeeu9pmoYqL1HRk1lLZsXSl1lp1XXOsNk05IWjKDO2uzVlbnCZOAeKokoSQUFdCUT8EhmdpgkVJORxtdmSGXlO66pARc889tSlS891tkRr26Enr0rq9QaT5elmIUff0hZs6w2bZovyUJcrFIYwe+YIZZ5hFGx2W+Yw4RVMSUfvEzhIdqIsftmx7SBcBlwalxfsbnec25Gfffeej4eBaerFPRI1h5NQ2C7N1tIHJ4Mx46SGJyhLPwWKqpHT6Azj4JkmzzzJ+1aYyyPzOODDTD+1nPsz/dSjVeplm0Y0it1my2q1ElZInAhxohs7iQ8bGOaB0Y+iwQ5TiiSLZa8sHHUladM8z9GU/PznP+ebr76mrhrKZk2eG+F5BM+cHDTWWhQi4YUAfT9zOLQUxYrt5uo3XSJ/48dv5F5QSjlkwf1vYoz/PUCM8f0v/f//Avgf03/+Avjsl778DZ8Kr3/dx5dHjPFvAX8LpJjydBZGrfcTc5jIbAZW46PAjf3kOZ6PNLstZVMQPPT9KOkdH+jOLaEsyJWGoOhbgeRY7Rg6AZSrTKaszXorscyqxDgZnAk7QZwIknaR4cfQddRlSTcMTENPVReEeRL2gfK8e/ct2iqmceRwOrLZbUWKqGs+++w13919YBwmlPIJjuMwznLuTgnY4xjHPlXJNDw9PVDmK86dWK5khztRFSVPj0+yq7OWMi+WN17dCDu4zAuGaWJ7s5NyzbbF2qRHH49krhCL0wR+HDmfuyX6TIzstjd0Xcfd4xN57jBpYDYz8uzZreitYv5k1COvXr3h6XhYBjwCgx9whdTPG2UolFSqG2uoXc7oZ1ZNxXq9Xk4RF65rTD7QqhL4fGY1Ohg5Rmc5yhqc0bx5ecvjw545iKWsH0f8NGGdeGCN1ayaa+Y447Th3Isn2WQObQynriVGz2YjFUzPX72m6zpO+wObzYZ+Gil+qTwULzt/G8X10Pc9QWm0UzhtsOoSzZbPH/1I34+UpUtH54z9wyMhL5j6gagNzVp22iFZ204ncdY4o9BYnIuEcaZoGplR9CciHpfaovtxxjrFOAwQI0RN3UhLhqtzTG4hRuZxJssCbdthbUZZWKKOtKcjvZ9oipxmXYt9S2lU0t+naUJHLXKJMgjzNtKNHZk2TIn8FkKgrEumaWb00qcWlcJmGXEOGCIxegiK4EcmHxNvt2XTrGhW10zzwDR1Msg8HfGR5HpwRD/jleJ8PlJmOVEbykyskSaHrptxVhG0ZvSeP/rZH1JVa3764885HJ7I8gy4OGU8mbMYVaOMDEvHSU6kh0P7myyRf67HbzJIU8B/DTzEGP/GL338ZdJ7UUr9TeCfjTH+K0qp3wX+Wz4N0v4X4HeQne6fAP8i0vT2vwH/Wozx7/+6n/3yxfP4L/9Lf0XKJP0sSZTRMw1jSrFMXN9cLfCXTzFf8VsWmePUnpeLJc/ztCDbBczcti2bTSM7trRruWTtVxsZ0E39sAzNVITzWfgNXX/EaME6vnnzBq01x/098wxXV2t8NNjMyaKkRFd0eUZ3bpfj8jgPv+KRHAap77l4UjUwzjPjKL+/1prjk0Q2y1VBiLO4BlJ9yyUWe2mIqOtaKFP5JzCMaJlpch+l0WIeJ56enmg2azL7yf8ZQhAjfRSE4ThNFIUQr8ZRYtRTP3yqI3p4wuYCbGlPx+RmmGmqhmGeuL265vGwZ+oHrq7ktRuGAa3BZEKGE43Uf9LwEVfC6GfGsV92uXlecj6cxY6VZRglu7LTSZKBUxrEZKkrTGubBqnChbiQ4y664n4vuqTWomlebGCCEB2Yo1xjl2iw1RcmsBRbXti8bduyKium4NFRizMBjyEyTVK+2Pf9MiRarQT4rrWWWcE8oCPMxHR9buTnetkNNlWdOAlauBdzFC9ukjEuA6hx6pcotLUW69ziKrgwoE+nE5vNJg0HpelaKfFLXyx5APv9E7vdFTa5hmLCaIoLxJCl60trjU/PzzAM5LlQyYwR61uWZeBnGXwnKhhOehB1AhNlmWwCVLjgQUeCCvTpfSNe4kgMEzFoNrsr9vvHZdAXtWJoz3RzAuuP4vu+RLxXm2d8/vwqwYHkfZC7tP9MNVjOScxfK8O/+x/8J//QE2n/HPCvA/+CUup/T3/+MvAfKaX+QCn194B/HvibAGkR/TvIgOx/Av6tGKOPMc7AXwf+Z+CPgL/zZy24IEi9q6srIGCTJzBGqUQPRLbXO1mQ5plhmiRiCNKiCzw+in45jj3OGUY/kucO76fEtZU3YNu2/IV/6ndxJoMpwhTZn47055Z5kAk/IXJ4OiacXM65O1HVjeygMHSnDjw4W7NudvhZrGbffvOLZecZFXg/kRVOYsPjmSyziyVqd3MtftXZJxKY6HsqKK42W0myBVhtarT71chpvVpTNxVZWbA/PHI6HximntPphHFywW82O+pamLerSkDOXX9eAOhvXr2idg6rYejOGKukvNIY8XsWFTaXOhubGQkUaEWel6xWAhzZbtfEGFmtVovDo6lLbK5pmpKn49OSLmtP59QuEVLm/yJbRCGJOY3SHmXl43nuyMuCullJE7D31OuazbbBapabV1NXlKWjyCy7TUNZ5gKpngaKIkuR7zzt5qGqJEW2a9Y0leihaIuyRvrIkl3JaeFF1KuSvMxQxpAVBZOP9AnKcz6fyYxl9OIgwASmMCB1MzDPIzEq5ghZWZCVBZ4JZRXDPPHw9Ciam9HMMQgWMwi/oCpXZFlBwFLmgintu5GiyllvNqyqitw5yjynyDKur27lZJN2zt7LYPh4PBMmqMo1q3pL1w3LQh1jYFVWNIXMGS4tJtv1FYTI6Cc8HqWj4CVVJCIpwkv45BL2KPKKly8+Q0eDjpr+LN1oc5QbrCtKgpG8WpgCq9VWOs36gcOjFFv2fQtG43Qu6cSySiWZM1leYDPpFdTOCtBqkCTnME9k1kKIOJMRQxDLJIaPb7/hD//kT/FaUpRdOzJ7lo1XlmX07ZkQRkKcfu369P/18YNPpP0bf+1fFX4oWqhV8TLFj5R1Tdt3OOPSiy5ywLObKwFvG7mD9v2JeQ6LeX2z2XD34SM6RIq1+B8vu4F5FpN5VVV0Q093bikq4RyUmXAMvJ8S43RFP8oR+HA48Gx3zeF8IkyyK33z+Y/4gz/4A5qqXnbNxmnevn1L0zQCqylEG52mCY3i9es3fP31l0SFDJsiPNx9ZLteL/oT1qC8+C6P5xPr9Yrz+YyyhqE9L40YUuwoi1NZlriy4u3bb2lqActc4CbH84mrqyumyTMNPS4ziSPq2R/O5HlNZlOkNu00rLVCS/OeulklSHbG0LfcXD/j3fvvRM+bpJFijJ6ylDbntj3hdE7TNBwOhyU+e/fxPVfXt6nBYcKn6hthVgirIShwTsnCQZQhmREGwMXfXGRlCjcEcaJYw9AOYhvznrzMGBO8vC5KIKEtVaRMgG+tZCi42WzpOtk5j1PPaiVJrrHriUo4BSCIxWHoyIqc9nSmWtW0Q0+VZ/gwsWm2MiStKoZhYvTz0m4dwry82QEMiqyUepw+9dBprUUKS6/BNE2oKEO5vm0FQK8CMYitrciypTU6RknuDbMnTImLqxVzlM+XwZ1abFdqhqhCev7FriUnyemXhqlyjXg8INVIEl2W1/Xu7gO3V7dJv+6p6w1936JUxId5+V3nIO0hOoolTEIaBpVOY1VVsW9PC9thnqAsxL3SHg4YHK506eSQ3EYhEJETRdd1jPPIPAaGcSYkQuAiEQGuaPjR6xu5uepAZcUVgofD+cC/9x/+Z//4NEc8e3Yb/+pf+cuip/pPfFqMJngE6N2NdJ0czZ7dXEuTaOo7y4qSw+EpDQ4+lVUaJLVzMb1fmnKrqvpk6g+QZ8kaRCTMIg1cupogcDyeZcc49uSJnDRN09LgKzJGv1jSJIkzkediFzocnpaj8jzP+CgXgtKezFWLve0CfyFZq7J00Ui8cmT2o8SYyxVWwTBMvH75Snb6xrA/HheaWtueqJqV+EqHMfFr9dIZJywIWZyiluGQczkxevpBFh9rMsYxcDod2Gx2tO1BdmAhMM/jcgPrzv3SnnwBnxijpJusbWmPpwRwkULNzDpQAR8knbXZXXE+Hxn9yDjO3F7tkm/UpESVpA4lVJHabJOOvNtcoYwmyzQP+0Pyj/pPsk4/oHTEupy6bmRRN4Zx6pcEVwyKMQFWLl93CUUACag/ppbi5K4IkdHPAvPSOtW0q+VrpLBUdtGXeDE6prhxwCpL255YrVY4ly8tGRd4U9ueAJZwxQXko7QlpPcIUTPNHca4JVaurVrqb7TK8HjGrqcuV7Lwx3mJRw+DBAyijsvvJK+rSwktvdgUXZktgy9jFeejaKDyfgtIhZUl1wWrpljATOPYEwQlnOxpgBepIoQglrdedplFUTB6uRE3mzXTMFJmJcaoJd5OiIuuHrWEp4KC67UMkvtpEEtZmhNcghWXrzVGsyo3PH/1XPzASl67MHv+7X/n3//HB3hziVl25zPnc8c4yhFNay2Jr16O17urNVWdczzuGbqW9arB2ozH+zvZIRQZEGQKXeWsNqvFp1q4DJNagbUUbocGAAAgAElEQVSV3Yb4KRX9OBBmgegYJ0GEGD1+liPx1dUV3k/srm9xRjOPiQfrEig7zjSbNSp5FJ+enthttjgjzoRxHOW4b2U3d2lh1SrjJz/+Lfw8Li0Z2hqBLOM/9WDllm7omaaBEBVxnhKfNVsKIk+nE9qkCOsk7a39ueWLn//pQmsrsnzRVi9v9ssu0FhFlkthZVEU5FnJcd/inOGzzz4jhEsrs6SKLjeuy9S7ruvFUH8x5t99fM/5fMQYiesapbneXQmYyFpevnxJVCRv70xRVOzWG3mDOok9X3br1mZU1Up28k7g1ldXV4zzwDQN9P3I1dWV7M5cjnaaw/lAWVdsd9fLKUUn322WZQxjhx8nieam1JlSirouxR89TJy6lqBgtVpTJruZMYbbF8/JiyLZntZ4PEEbpnkW29cFKzkJ4DvOnqkVWHaZO5wzKYAROJ/PnM/ntHDKUE1QimI3tMZIGCOTyh9rPjU6X3i/l2tK8HCaafQSyhknclcsTSyFK3DaLcNBUgVOnsnvrG2BthYQvsMUJopagkPns8xNVEy702S700b+zHNgjgKDAsQC6UpyW1LkVbqp9gzzlG6emnkIi91MKGdKPOH+MmuYU9TfYoxbKriePXu2hFq0Vjwcj0yTRwVL5Sq29YZuGBjnmagU0+jRxnFuB+4e7/ji5/+AvpNBbNe3S6rt+3z8oBdd8WTmvHjzmgDpiRSBXQPOGLrzmbHrxXvoIStyhmnk7uEjU5R69uhhDnA+nhiGifNZANghCIXMe8+b15/x0x//mDwTX2oWDP2xZVIague4l+GVMzZZd5BkWrPl6bDn3Al4RmtNGGVAY5RejjyrvObVi9dM08TQduI5joHufERrzdXNrcRtjXSn/enPv+B0Hnh4euTUdgmULjtJl1uOfcvh8ES9ynG2JMxiRjfKEqNYuU6Hg2T4R5n+y6DFooCXL1+ic5W0WQdBsdveYG2Gtlmyo82ESfHx/QdOpxPv337gw7uPrNcrwux5eLhjHHvZsWtYrVafEkQeTFoQqqoSL7Wx1EWNCopNveL1yzeLpzYift2bmyue7t5TVRWHpz23t7esygqhJEqoxShphtjtdguFTAZSK/FeKsV6vV4GYNfbHZtqxarKWJUVz66f/UqMVGuYuhbr9NIUkJUFHz7coZ1lCDNzDDw9iU0xr3JyawRao8RF07UD1mTcfXyQHaF2vH//kTir9D11irPnGGXTULdP3mG5UZkU27W5DIMuEtnF+jbPY+ImjHTdQJdOXVpr2bVnEiHO8kuJpaycCynNOVTUZFb+DkursRZW7qnv6OdpGYjlWcnd3R0hJdkAotHoBBMfL9FaZXFW3hcmaMLoefPyDX0vtkQVpZjyIh8c94+0Q5vsjSPaOFzuyEtHO3VAkkSSjIK21HVD28rs4zLY7kd5XTyRcz+gteXu7g6tHa9e/Ygwj2RGJ3vZmQtA/1lzRW4yMi036SwTHkReVMwh8uHuAx8PJ3zUUhz3PT9+0IsuMWKt5sP7txSZEMQkHDFwf/8x3dHNL1lUKopcbC7Pn79kXa/IrFwcmbUpySSV61GBcpbZKKr1mj/+4z/mj//kT5lSNPbZ6+dUTZl+rmG3k+zHNHkyk2EgATUm6rKiKCqkhbjH+5kvv/xq4S6cDnvyKqcfB+k2u7nicHhis9kQdKTrjhwPD1ht0m5PEINWK25vn5Nlmi+++EJuEMqy21yxqVb0Xcfdh3usk9aKeZ4Jg2cKU7oJOCYfF2nl0lwRosLPEWfFGXDY3wOBc3tAxcDQnXn98hXRi1yyXm9pVhuur6+XxlmJ4squ62p7jTZOjP7GYdSn+PPlRLHZbLhEOdfrVaqsl+jx4bRfGgHO547t9Q1Wi2/WKC/c4ehYVQ1lWWPygsyW+EnSaM4ISW4YugRCF/3RKM1Pf/pTHu4/0qfmZGMkUiuSQaTIHZ+9fkO9KmGeKIqM3BqcNjRNydSLk2DsRM7oTkcyi7RCWC3sC2NYrRupJLI29Z3Bqxcvl6OstVqwnvOISicPCUkImN97T/BeFpbgsVFRrurUIj0nd4vsdi+M2KHrOZ5a2q4jIpHdaOT1NdYSoqKsKmJQGJtJTDlzoBU+StxZW0NEM/mLLJTRDxKGmIYz23VFlUsLxuxHVLxIG/PSphHizDjMjFNP0YgUdTg80awqMm0QZkxgjoFumMiqOsmCHeM4slmvyV0JU8BPckqawoTXXqTE5Jvf7TaLvbIbJ5T2OJuTGYvTEtjJ85rCFRyPe9bNjmhlIOmKnFPX4qoszRdK6qbCJq1YabGwuUJx6p74+O4tf/8P/5B37+6+92XtB73o5qk4scxyqmrF5a97sW9FHbF5JienlI6ZvUgOwzDw4eNb2rZlmD75di/81WHomJO+czju2WzXRAJPT0+E6Pnu7bcoYzkezyhlCCj6vmcYOs5ju6SLxnnieJZmWWDJ5f/e7/0egCTNKhmKXDLxDw8P6b8v/VqGqlyDh+N+zzz2fHx/R3bxtRrH559/Dtpws7thfzwRFRAtu+01+yfZrbdty7mXQd5FEsmKnKgQK1iRs73aEPwEKlDmFcF7CWAoGXiM80BmHff39wmS4siqmjzLqOqaMqUAjTEJtCODpzB7gWkrzWrdLEO6Cyfg6ekB78WkX6XqGGVgnAeurrf4ILtYP0eGfkJpcal0bSvgoGRf6luJO+d5jjMKwowG/CTH7YskpbXGpzdrURTkhRylfRjkFGI/wa73+/2iwX/11VfIzcEvqccss5SVI0TRD7uu4/ntLZlzi6wByT1BZLWuqVYlPs7LNZHnQrWKCXJzOp2SJCG7Ymcy2Skq2YlGBXVRJihOzjR5tLbkrmC32VLmBXOY0qIu9jdFYBwGnh4eGbqRPC85Hs8Yl9G2PS5PRaT9kFi7n16jqlqJiyX1yGV5iUfJ8M2nZF5RUyR93toLy0AsiyBSxGHfoqzowVqTKGlqYZIoo5dr8/L83989cjgcGL1o2iooQBO9SvOOkajjYpOL2oAPqKAYpz65YYS6Vtel7JKtwYc5bYjkeb7UasGnQtKmaQS16YrkqdY0paQLV6sVD4fH731d+0EvusMwoDDs90fu7u7kLh8DbT/SDZM05docGw2b3RXDcJYKc2WYJ88//fv/DMpZ6rXwCYqq5nTciyOhqHB5xpzqQi7twHlZIuJFWIAagcjQtbx69UYsS2WFLUqiMkSlaJoNWSbaWd2s0NZwPhwZxymZx+VYn1lHkTnKXGxLj/cP7Ha35DpDE5Y2gYmR7W4lnskoeMrj/sCmET/nOPacj62At/OC2+cvuL2+wYdpOQ1UlRytu+5MjF5YvEXOw/6JzfaKLC95vHskVwXKi21n7CeMshACVVGgMOTGMnYtCsPQiRf4dDgsjQm9nzCZwFvaVoYo0UtjwxSEIlWVuUy1tzuyMqMdeqYwMfoRrWQY+vr1a572Z3InLIDMFeJrtjllXdDPw/JG3W22jO0ZZaQ22znHpmlSKqlg02wp84rHR1lMuxQoyV1GXQjFzdlcThVOFjilLSjDixcvKMucIpejeJ5lZM4xj55xkMUzz0qe9idsAtFk1hG9DDmdsZxOBxlwpqEsfJLGXFYsdkDvhZg1zQPjPDBMPcpAn25O8zwKppFPlegAygdyI5Hp4Kd0FDep6cJRrWqiYrHjTdPEMHSMfYdJPOnT4Zi8x/OyoEmXnXwv0PL7Kcswedp+ZJgm2l4YyhGN0hqXVaANWVEyTLNc/8bQ9p24PLwMvqOWMMvlZHohto3zwOTH5TnCpIJMbcjSCeayUYpRcWzPHI97ok485SBM5GmaMJlLTAcnpziVp/mHJqbQhpQVREKMlFnJul6zvdpg0onMyAgUi7SJlC773te1H/Siq0g2ICuYw20aiDjnWK1WFEXBuT8zTRP7xydU1Bz3D5zOR6xTfHz/nty5BGO2BOD1mx8zeNnVTd5Tl6I3TuNM3w2cDgeMlWHJPI/kznI67CnLksPhQFSGx/0hoRpFqxqTxvTp2B3xePI8o29PRBWY/IiPgfZ0kt2j1bx8+ZL1qk5AZUBrmqbmJ7/1Fwke1msBp5/aYyrjbGlPR7QX3KAJGjUHxn7g4917idXurqjrhsyKD7Us6wUmoiPJWjUsKLt+6piYCVpxdXO96NwynEnNCKkO/Hw+8+zFczCyq8kKR3s8sKrXWOcoCzkOx1R+qH0keM+UBinTJFyJMsvR0WITW6AuV3z48IGqyDl1J6L3HNsn8sKhdEwFm4rT4UhZ5pTJr5tZS57LbjAqxWF/QiHMhXEcefXiJUMnPuMLezgQmcZP8c+iyHCZYtOsZfc4+nTUhzl4VvUarWySV24Xjq5Q0gwky5XLZVg7LnDslFazOi0KQ+rZizRNg4qiI5vUanEZxGmtqQupgMpszv7hntnLCWscpT2inyX2m2dl4niYhekbAgvHOMxeMIpEyrzAqNQ8nEAxskPX2CSDXa5RJtG6wxwT61dLPY9nmVvAp1JQrUlD1CLJSxlaZSgc19tb/CzYz7EdIPySC8Qq4YaYgnEIVHmFU3lydQAypcAknCRGnptmtWNoO05dS16VnPqBmchpf5J4vwpL/B9PYnyIRk0U4L8zGUEb9ucTr66fcbPesmvWZM5g1adT6C+Der6vxw960QVYr1Zcba6o8oqxbxnagaqQneE8j2IDMqTAhCJ3JdFHVJSc+iWl1o0dKkYhcdU1XTdg0Nw/PJIlAIy1FqMtZV7xO7/z2xRZuWjFbd/JLrPvRbObPafDkf3jk+h+aVhxefNkhdhiyrrmuD/hp0BVlBA17WGPj7KIvXv3jma35ePDPZttQ0Dz1ZdfMAfP09MDymg2mx1lXbF/fGK32+EKx9B2yYf56bmypqA9nfn4/gMRn/TkI0bZNBiT+uzgJ5rVCqWl2p3o0UqqfMZxpG4a3r5/z+Q92iVi1Sy6bJg9D/dPZFnGPE3cXF/z+PCA0ZrT6ZQoXxqbGZS5VLb0OC083sPjE8H71FQ7Yx3MYUqc2sjN7S3lWkoyQ5TOMpcVNOvtwoY9ns+0aQi1XsnCFmbhKs/jmBqLDeMsrQBFUYmlaPaM/cBue82UrIVzMvKP8yBOEGaiVgSjErvZY6yiXpVoFQl+Eo6Gnxhn2UVN0yUJqRd7X5bIauImqSTB2A2EOXI+nZh9T17lTGFabINFKV/jZ6mjD3GmripZqIyiLLJloKW0JwR4uD+goqbtZTffdV1i15YL1OUC2ynqAu00wzyQFWZx9UxjTz99uhHNyic/dY+2mexuQ2D0I0YL/N1qI3Y1AiADqjB7+tNRJIcoc4ZuGhf5JSbO8dD1qAh9O1DVonm7XDZFJK28KMSJcRnqKSVg9BgjuTPUdUOe2k3mfoLoRWKYB4Y5YhJprdnscM5R5o5p6CirnPbYoowUyhI9P/vqK/bHJyABqJrV8j7+/wNi/gNfdBVD6gqLqWL7MkibguxEq0ry+sfjHmc0xmiKImeaRuGzhsDDwwNx9vS96IPTNFFV1WL7mqaJLJnwm/UKg+K7X7xl7Hoe7u5YrdZLaqlJmff1ek1d17x584YxVYTs93umSd6Ibdsvv8WzF8/x0yAV71WOy0th0cZAWRc83H+kWW047E+c2jMuz9IuVXTA9nTkeDxSNyu6YWQOkX4aKVclwyA3g74bFwLb7fNndH0v1eqF8F/HXv5eoBknz9XuhqqqOJ/PVHlFlpfcP30QC1JuRd+ae6Y50B4PjJPHOEvbn3k6PIoOmFeMXc/19bUk6nY7sTONE3EKXK0FEO2sZbNeM/YT69WG4KFpku6rbCKzBcqyZpo8eINVF1iOVJjbVDgKGhU9KqX8TqcTPiryqgQTaMeBdmhp+zPH4yPDcKZtRYM3Vi1w+Twrky7piVG8qVlmqYsSqzRGeVAzsxdYy+n0qbxx02yl5HSWBbCss1QrL04Ek6BMISBA8XZAxRRu0JfixmyxawGMw4AzGc7qRdvWyuJsvqS7InDuD7hCM84TeWa5ud0KYzo1VAirIjLPPX3fYpymqotFKruAay5oyhhjGvRZtLPJ/SFyQ1GJL7eua4ZR7F5ynX2KGIOchoZJugJtkSc5QGQNZ6zE5dNNRelIZjW5M6w3AvGJUTr6ooJ+7IhGE630r2GEQDaO4ty4WMq89+yunxPQbDbSKRi1vB790CZZLTLHtFlQIjsAbHY7nNJkNtHWomcKogPLkNywqteURY1V33+5zg960Z39BDpis4y+ayEYmu0GpUzyhgr3oG17nj17wTAM3H14J+jAUi4059QyyLp0nl34rRcfnsss4zzSrGqsNjydTpzOLcpabp69ZBykcyz4yP7pQJ5VjPMk1rT7d8Q4s9ttuL7eJX+fgGFItT9v377l9uUrHvdHjk/SXFFkoil+fLjnt37yU/HRBr/sNrz3dAcpkTy1Z0IQhkGMnmGacLmlqGqpn45+8WOutxva0xmjLEWWwRzZXu0wzi48hiIreffuHc6KP7cbO5pVxeuXb9Ba/MRtJ4GC4Aeq1VbA4z5QFBU/evM5/tJuYTNOpxP9MGFcxrlrF/D75MVOJUfLmThH7t9/IHeOcfJYl7NZ76irgqapmaeB3WaLUoqmadg/PUGQo/m5O1FWOUUpp4nLc9T3PU8Pd4ydVMKXRYZxGgX86M3nPH/+kk2zXiSDy27cTxOESNf3wjOo1xRZiTUGHTyPj49CPpvnpF3KVF9hUlgniJarpCnjlAD0q5XY6aIXHbZtW+pawhUX7dgmH3RZ1MxTICJhn1/J/BtJhSmjhY0RPJnN2W5uWDdXi6Ph4oIQP3tP353JM42fR6xBdrF9LxF17QgjhFH8zZc6KoOURJqgGfoeBRSlPL/H9ol2OBIxbHZrlBGJgagXXoQCVo0gLstSIsjzKJyIcRwp8tWio5vUgN1PPdPUc26PQttLdU0gz0PfSj8gaJpmgytyOYGEmbHvCGpmGM/4MNGO4ls3JmNV1pR5RVWtaM89UzvTtQObzY48K5ch/GURvpDTjLNMfqb3IlUYYyirnFX9jxDt+I/iYYxhHAZO5wPr7QZtpSuq70fOp45xDph0kT48PNA0G65unhGmme7cMo8T0zhSr3OszfjJT36Ky3PKugYt0cXVqlqkhXPbcUoFdRIScExTzzj0CyW/rAoiM8FLuirLS9mtPjxIwKDr+fxHP+X0tOd46jFBU5cCES+qnKDCkjQ6Pe1x2vHdd99xPguHAAPH456HhzvW1xuGYWC73lFkNavVCms1qyIndxnn44GrbSKH5QXzIEGF9tjiXE5AJ0M7hHFingbuP95x+/wZ4zjKbn1V0p2OtJ2cAKwpyFzBbi2Iydvb55zOh7RHhuP+wDiOnLuObhjop55mvcYYIT71/cj+3FKuNkTvsTrSnfe4THH94orVdiNtD7OUOO6PB3xKZs3zzPl4ZOx7ove8fPlymfI75/AheY6VAa2Z40xWWta77bJbCiHgR7BGut2GrpcGihQLdrlNfGS5GVdFzfF4lCRj14kH3GX85Me/zdjL0XYax8V10HUSuDDGJfN+SQhQlg1jPzD2A03TUK9Kyrxgu93KQNjIJH+1qkRWSRVPdV3LcdvoxTd8Okp1/SXRVlUVKsLu+oro5TXIs4ZxmMnS1H2eBqrCklvH7KMY/rtu+Xu61HKhM9HXtZaF2SRfM4gUlKcGiKqQWcNlmH0B54zDwDh0jLMk+ubRs386or2hPZ3pjm0q4iywWlOX5RLWkI46IQTGqMiyks16J6fVbSOM6WSdm6dA1w5kruCwPzG0Q2qjiEx+xKAk5OEn5qGlcBkhzPKaDwOn/YHMasZe5izzMFJkliovyHI50RjjwGiKohLg+hSQks2Z9aqANNT+vh8/6EWXCDpqnJYX7LIwaWuT5SmHELi5ueGz12+SYXogGIUri+TFzfjyZ1+htSRn5nmWIsl55urqhqePj7L7nUWL3G633D/coTQMQ48yVkos/ZR0LCHaawUvnr3kdGpRyslk2ogr4et/8A1XN8+4Xm+pGuHfjqPEGPNSGlFtlrPebvHDyNPDI3WzYre7RkfRcG9untH3Pdvtmn7ssFZzeHrET4Ht1W5JeD3e31OtGrrDaYmL7q423D9+EEbv1Euyaeg5nzpunt1yf39PVPDtd98IMSuvOR9POJsvDoSnwwFtM969/cC6XqNU5NmLFxRVyXq74ebmhqIo2G6uUF4M8tfX1xSZODT60wmbZagsI6saummkO8kkuhsGcithD2lxltjoqmnwCrppRDnN7CNFJYvapdm3TG/i6CeyzKaeLtDO4kPAJUvTxao2JmfA8bRn6HtcIUOmfmgZRqkVut5es6oqms1Gjt0e6iLHZZmcGIoMrSzj0JGXGdoqYmqSFtlGQDbbrejO8yy+1Qu5y2Um7dhFD1ZKydFaKeqVDDyjDzib8+zqBVfbrTQeA34e6c4txhi++8W3XAIi8zgsC+G5PUpsNy1mcvyOVOWa4DUxGIZe4Pdai+sBAnleiqTh5PpdJAjtOJ/Py4kwRIH53N3dYa1GW4VWIksMU4/LM9pBOtKUMZz7M7/9W5+R54bT6USVFuAYo9RF+RltHCEKz/p4ajl1PSGIXpxnwsO1WSoW0AKyCh5pGM4cc4Tu1BGmGaNFKilcBkZ+j1VTkpUOU2g8I55LDVBIkkKk685p8ZYFfd00KKXRKvL2w0fGYeDZ7e33vqz9sBddpSQi2MvQo2kkI08IhEGGZJrI/eMTX3zzJcN8YrNpmOeRzGrqOscqWUjbtk1vkp67u7ulwDQYOcr6GKT6IwFxpMVWyFRjLyWFZVkKci9JCw9PAhm/pJsuwQHj9IJVtFbuqirKwlHXUiN/ta6loHK3I3fC9t0/PsjFPgskZup6Pt7fLc20AgYvef/2HcpYrq9vxdKTBgTWabpzS16WPLu9ZZoG2eFpRVYW/IW/+E/yzTffMA0jU9fTnWRnF02KpiIIvEsSSqXptDIGrTK+/PnP6c7tMlBEiRuj6zoJF4RIVcsA4pKVz5TDRoMjEyzn5Hk67AUfOHo0hjBHHh+PPDw8LZqj91LsuGnWfP7550zDTJgC8zgS5pmoDFZlhAlslJpvWaRm2u4khv1xZLfdUhQF6/WasszZbq8ocoGygEy2h3lgitIM7WOkcAXffvuePC8pyhofNHGaKZu1PJeZFQ+uVmy3WwlvJN7s6XBAikwL0Io5TIQorgGnLARJWXWdHI1Pp3axgoHmu/ffycAJYSgMwyBaqJKaIHQUTd1AOxx5OjwKdtPAjCcqJbhEQhpEDVzsj8YYcRJoy+31i6Ut2dpssYy1rTQ7aGOoyhV11ZA5GQI261oWynGkHyZInXFKeyGjaSGO+Tnyxz/7Od04ELXn3J8Z5gG0SrF8kf4ufy7vK9HVJQ358eNH4YI4seCN88DsR4Z54nTs8QGa3RWb3S0mRY2HQUBEha0Y+pnxPMpNcJw4HI7cPd5hUxO0dYrd7lroe6sNdSH+3ipvKMoGP3qsyTgej9/7svbDXnRBeorKHLQmqEBeSaFiVjjmOKMyS1lJzl3u6jOZdbx68ZK2bQlB7F9FXjMOU6r3GZiD55tvvsE5x+PjY4I1y/GuaZo0UXZMacdik193SoAVP80LRNwZxzgICasoKnKd07Ydh8NB+sjyHGsdVVExDR4VNcFrdNQLaKWsK0mwTTNPDw+EoHjx6k3yzSqmrsdHSSXN48jH797x1Zc/JyvFczkGvzTPXqLN1lqZbB8esUS++8U33GyleeHUnaiaim46s12vaDZrwhxZrRvW6zXVplloZiHO7A8S/kDLru3Uthz2LbfPX5KXcgPx04TThjLP0cA0DAQ80zyQ1Tmuyri6uebVi9fYLGezbRZWbFUVkr4aJ4yG4+MDYRy4v7/ny59/QVY46q0Mwcbg0UY4DHVdYvIigWE+HZPnWUhW7bmnWa2os4rclnz35VeUWUnhCqyy7DYbSWh5z7fffiuhE4Ok+SbPPEtxZ7lpCNNMmGZOp16GaDHJAe2RLO2us6KgKETaIMQkiwxEo1Mtj1gYrc2YvGAZs8LhGYkqcHVzTVGVKKOZEjjHWdFs9/s9MQTqcsVnbz6nqbY4ly8e3qpa4+NMP3Zcmnwvu14fJqZ5wIeBtj3x7sNb2Zmmss88z0ErbOaom9UC2hFLmpPgRS+UMWfzdHqb5efgsLZYosw+0cuGYQIlLhaXW0m5TQNz8p9f/NyahMRMp4RhGtld3yT6nk8pQsvQf/JXx1Gskg8PD9w/7j8FRJTicD5Ic3LZcHg8URcNVmU0VcNp33J394FxEPC7tZqukxaLIl9Jm7OGq2fXGCvwpO/78YNedLVSNCk5A1JQaE2GdlZKJkNk7HrwgdP+QNM03Nxcoa3h//iD/5MYFXcfPor/UcFm3aRJb42K8PL5Cx7u7sV76Wey9AI8PT3IRVyUlLVYkrphwChoyoKmqvnss88SJGbk6emR0jk0inm47MpXlKsVymgeHx9EGx47lIKhO/Lh8SNznAVPWMrgSdvI559/jskzuq5lDlNK8LS4XJCBFxvaqin4/PPPk+yh8ZPs7LLUIyYXqMgwq9WaPCtpmoaybnh4vGN3dbXssM7HFhsFpi1tyxXzMMoiZkXPq9eN2HnwhHkk6pmqtny8+1ZsX/NMO7RMwTPOM81mx8tnr8Qqt1phlOhrQyfMiKFrCR6UEWvRarXCGpXA0ZZqtaYbJlZNhbJBarzbAyYzlIXEpKcw0U8p2uxhGiOH/UkKKDHLYKvtOoJWjPNMUUm7QEB05KfDQdgAygigZh6Zw0RZF5zPe/HZRpiTzzbPLONwlkUDjcsMVSk9bZKwm9gfD8IwNhaip8hKYph5//6tBE7KEqU1VjuIslFwRtqhnx7vmSYZ3DpjKbKS435PURQ0qw1lUdP3PV9//fUyi9BaWAvDcKbMK4yyizwwTckDHmURVlqGZ0PXJygN6UpCeakAACAASURBVN8NeS43seP+gDOSYhO/eiDPSpGaVhuudzcUWUmR5VSF/JMgnuD7+3tcqq53Nhcvc9QQNX6epbFlFDKeNEMImGlV1UyD7LbnqSP4IdW1q4X166PUHHXdkGBIEz5CUZVMMRCSw8XYSLmuGKeWoi44JllyHGfQmqwsmOPMx4d72qGnWVesSrGkjqPYyO5TTZdY4r7nde17/47f4yPESHsh3SNBhPZ0Wpig8yj5+r6Vu9Hd3R1ffP1tqooRUPb2aoO1Egm9WIxyl+HyjGpV02zW9G3H6dQSZukXkwSZ5tSeFyN8WVfc3d3xuH/icD7w3bu33Dy7JSrPfr/HE2mPZw7nE67IGceJ+/sPMnwY+0UrLXOHcWLZyQpBx0mjqUIpw7sPb1NBolz80Qe0dYyzZM6zumRsj2x215zP55SC2zD1k6TzMumCy4qcthvo+p7HVJ1zPB5pO2kK6DsZZMmbMXI4HzieD8viqBFqVJ7n1FVDXTXkec7bD2/RuWG32xJj4OHhiePptACgg4fufGbozny4fy9Qn5NU9nz4+I7Zj5SVFBB+8+13EuG0DmsUTjuqIhNngVbLzif45DzBUlYrKezUwhdwWbFocmGWRFTdVNRNRVE7Nrs15/ZIP7S0nVTbnPszbXdaPLISyz0wjT1FLk6X6KGuqqUHzc+iyfbduAx/Miu/b+YK+nEAUveYkWvzfDwwT4G+F7znP/H6M6qiYBoGCEZkhzkyDoF1vcKmI32MkbLMBZCvBKvYdoJOvDQ3X0hjRSasA6lBsiltNbPbrsXbm2SnEGdCVHTdQJZVnyxrw4gzis8/+zFxmjERmrqE5DUWB0HAOMtnn/9I2qu/+45L00nbtoIQzQzGKv7S7/8uSkWcMQxjxzQPKCCGsMSFy7yCRCS7WCfP3WmB9peFBHpKl1HmjkwrTNL9fQwoA14jrGAd6cYhDSEHlBMZq28HRi+NJspoVtsNM55xavFTGrh6SWp+uH/i4+MTOnNLZPj6+hqtLElx+14fP+hFVwFhlgvh0izgnKHMC6w2C1P08gZtthuMMXz25nNckZMVFT5KSy1oAp7D4SBv2DTcMsbQbNbUzYpxTjxSAkp56roUIIk1dF3HZrcFAtfXtxRFsXh9b5/teP7yGVnpyApHN3Rc3VxJhDB4CXhcXVEUFVVTMY7zQntqNjL5H86XltRiGSx5HwXNqDVKJYbsOJPXAkSfU7qobU+i+1klnV/GcTweefvtdxhlqfKKYRqpmxXGZvgARVnisoLVuqashcAvcJqJOcQlNRRC4O7xPceT6LA3z27Js5L2PICyaXgku7DgpXhxd32Ny3OKqsIWOThFVJrXb36EsZaHx0dsnvHs5lrsVTFyPnUSxrAZGAh+Ypx6jk/7BVQTfaBvO9794ltsVhFGsX3lzmGUwuU52/WGw/kkxY/nka+//gW77S2nY0teVGjjuNrdiAxS1BRVztj3lHlFjJIWK/NqsThFLwm9QGQaZoyzbDYb0Ru18C6Ukom3n0bm+ZNGmjtJwBX/V3tnHmtrd9f1z1rPPOzpjHfsW97ytrQ1WBttSDCEoJFSqvgHf/Q/oiQkgolDjEJIDCaaCEYhJgpBQQoOUBwiwRCtgkNioAEppaXCO093OOeePT7ztPzjt/a+t83b277tee+90v1Lbs6zn7Pv3r+z9rPXs9bv9x0ioQ4v6obWEje0q0RUfQsRNIJzbruarhNscN5kBHFAPIpxHGF++YG7E59xPY2hp2trfM+TiXUY8L2Qpu6o6pa268jynH4YdivaPM9Fw1c5oH3CIOX1V1+V1XLbk5c12nWJ/WBXAlAG+va+fZHjKjzfwfOFCFRUOdrxeO3FW1RVwzrLCIMY7Th0vaFupJE1HY9RxgicsRdqtu/7xH5Ey0A6HonllOOg/YC8biiKTKQc6wozdGAEW+sqTV2UhJ5v9Tl82R3EKX4QoQYR/XEcxXK+oMwrHDx6J6Are7q6wwwOGIN2ZI5ZLXNbBmkZ6OnU5c+6T/Sku/U8mi+WbIoNgxrQzkBR5TSmRzmaIIqZHMwEK7qRld8rLz2Hq0TIZBgGiqKgrGuKqtnZX4PgAbXW5JmwUUajBN+XCTrPS5bLue2cG8ZjmVySZMImz2jqltdfu4VSDn4Qcfv1W3Rdx3Q8Q2so84K27xhNphSVhS15DkVZkkQBQeRTljn5piDfFCTxhCgI6dtOVkGDWLpPJhMrguJxdHRKnuf0VvDaD8QHbCuP2HVSz75+9QqxH3B0cEDo+/LlsdRPBsPJ0SkuQh2t65o8y/Ct4ph2FaHjifpEOxCPAtskMnSDgN0916VrWxSDrPR83xIPYpJE6ruvvvYy88U9DqYzHKVZbpY0TUffK/Eha431LhOCQtvVuxpi3xmxOHcDod4qTRKEhL6PY2mnoeNZ8L2yX0p7A6pKIj/At+WeUSK42SgQ37m2bsRpYTDowdAVBW3fM5sd0rQ9r7z2KpvNZufxhZa6qOd5GCW6BYvVktnhAYGfkIYRqh+IPCnrHM8OiJKQ8SSmqAtc7ey+wNoT6uumKajLioFeJlGtaVtxpe57YQdiDKn1txtaS4fXUnvt2sEKrZvdtrnre9LRZCdWP1jjRxHwF3aX63vWKVfwqW0vymxZtcZsm8GWYLGVnoxiuXZQA11vravUQOQHDG0HPaIIN5oKy1CJv6CrBcfbtuKDVuYFpu93TELAUual8accB7pWtFHKXK5VR677II2llBNaRbamxnOlLKPY+tVt4aSVyL1WNXUrpZEybwii0NatNQEatCKZjGWn4wY4g0udV6TjhE5regXzswtZlV9yPNGTrgEuFgtwjbVicRjQ+H7IZrmy7gE9m+WKJEmsdKNDFCW2idQLjCkMbY1MJpmqqsTO3cByvqBrpUHVtr0tAwyczy94+ul32pWxZrle71aXXhCSJGIOuNqI1F5ZV6ClIWB6sYjHFeiNdmUSraqKYi028kVR2C801gW4oLKNiiAIaNuWF19+gaLKCSIRSambBu160vRDPMvyXMTHvSDAC2RSev3lVxh6mE4O5KIKAtbLFUNTo5TDcrmka2WH0NYdUZyyyTOGTgD4OFqUvpSiXBeWMdZxODuirmvm83uUWS4EFSXlgaaWBt6dO2LwrB2HIAy5WC9xfY9xkuI4hqOjA1AdVVdT9w23794Sb7cgsBYx/c6VwCiF3taou1qU4Yy49242GxwvEBW6KLHmpY0IaTs+jhZYYG1NS5fzM1ADdVPihgE6DLl+/Spl12FomS8vCDyfwPN3Gqtd14nJp+kYul7sk1pZTa4WS0G4WIlQbe1y5sslfduhHdGzXW+WVFXFYrGga2G5XONpB5yeoszEQcEIBXqz3OB6nriLhCGBK1ZOOCKW3tSCm906PDAofMfn+OiUvusYjyIr3t6ytarSWrNeL63B5yD+bN0gqmPWgVpWxDUD7EgXm3xNEEUM5r4jRhyEoOT67MwAWmrHW5id74V88EMftsI4DVq7hNZa/vj4mCiRenRRVQyAtrT5uq7RrkNTSyNsqyfRVrVtym1tt+Q1caTs1fUGlCONYzPQKcN6nYk4Ty3zReBJycdReqcA6HgejuehLK24LEvB7ZuOuqrI5ku6uuHGUze++hppSilmBxPB4jliEritD56engJWWMVzaYaeZbbZ6W12XYceDOVmzdC0NFWxk5KrinJnUOl5jtVx3eD6Pn4od7YbV2/w0ksvyWRuPcG069J1PWBouwbH1YzTBNeXzvuNGzfQrpKVznTEaJRYoZIGHXg0XU83CDSmqVqMUTutgnGa0A3CbGq6ktHBmDiORW92vUZrh6HvicOY81t30CiKTCyAwljowk1VY5RDOp2RV6W4olrh7CQZ4XgBp1ev4DsuodVySMcjNqs1oR/g+oGYf3bifOX4PgyKbJURetKAOj4+JQgC8QozEHghyhjiNLHsQbG8EUNRmI0nwpjzRTh7tVrhKFd0cR2P2eSA87v38Bxfyi9xjO9qsDepLazOGIMbyBcIbazmsBgzTg9H9EbIKpODGFe5u1XbVvw+GU/wfJ+j42PqJmezXvL63TNM13P9xtuJI+nIMwyYvmWTrUS+kwE9iPCL5wuczVOawE5883tn+JEWedFB3Xdy0HL9+r67W7lumXa+H6ItY9BTioPJmK5tqduWvh0Igxg/itGuS10I7K+pZcJIkuS+VgXQ9j25FSiaz+e4jsJ1zH0d6chnPJ7aGjDk+QalxH6q7w1hImWVfpCmpnYdkQT1feq2skifFu0HQmoYFF0rOxyAOE2ZHU5ZL+e0dcl//pX/BF3PeCzOHk3TyS60F41nz3dwPNHvNcZQlyW+65JEscUEK2sm2+1Eb+q6tZbvLlUtC4eu6xiP0518ZN21tEOLnzhslZ2aribPhQaOEluk+XLBJs9YrlcsNmu0K9hv8cVTKM9lfDATXYvzOa51o77MeKInXTDSDQ0DPLRMNpY/XtTisVTUFZssY7VacTiZ7ixOAPw4Ii/FhXc2OyQIPCaTCdpV9Bp04OFGAWEcEcapbXAMljs/7NSq+ralzApR33IdO3FXdNZFt61Lum7gtddu0beyhd+s1pR5IQ25rCCNUpH7G0TNKQ4EHtWUFZvVWhhrYUwaJ+Bo8nUuDRyrhCZC5AatDdffdl0cbjtpHrRtb1lRiQi3lPlOzWs2nrDJ1zIxNy35JhMLma7h5OTENm0iNpuC1WIuLq+eohsaxuMEJ404OToWC+yqom16xuOpKJkpByfwefHVVygyec/T01PCMCSNRyRxzOJiLg2evhXOvSPeV/kmw/TDzo7Id108pXGUYRiw207Zht66dcuyojwwLr4TUVWFxUKPWF6scD3RaVjOVzi+fM5hGJJEEb7rcuv1OyijaetONCkcn81qxfHpVVGo01LzV65hsFtkAOU6OwZjVQpGOIqiXVnk4PiIutGgFAMKlNT/ldFE4cjqRbDDj1/MRQ0uiBO6XuOEYtU+ngjhxAtCXD+g2pTUbYPjO/j2OpBdQEddig6B7/ucXDnFCwJQDl0vtGzfE+PIw9kRtGb3XDGsDHC1gxdqlOppqxLfFyr3tobfd4JvjSyeNnSl4TsMg2VFyu7Dd10RDF+vCYIARweURYvnhwItRD6T3kBbtSIC1PY7H0PP81CuAq1lxaz1rn4cBXLjqkuRwRS9CJ8oiEniEW3Ts1wucV2X1VoEzpXq0VrQTT2iDewFPtp1WK2znX/hwXRGj/yteZ6TFbmQcIyizhraqmW9WqA9jetcvofkEz3pGgOj8ZSyqOlUSz10OyX+SZoQByFqMDgGJuMxVSs123po6FSP4wUY3TMajfA8Z6dQBXp3x6YfWK02BJ6D6YXXnW/WaAQuMh6n9H1LELqcHB1RFhV92+J4DqEV0DA9qM6gjCJOUl5++WW01hyfXsH3RSdgtVoBEEURTVHiJxHveMc78JOA6cGMKEnZrJbgOQx1L80AXxoEfhzx7O99loGeZ599lueff575ciUIjsHsmhF5vqEqajpbP267mrarCV2PbLng5PRIVvaebAuLMiMOI/I8J00jbj71NvxQbIZGScpqcYFpG4yjRXBlkPJJWdSCwyxLuqbhqes3qMuSOq8Eg2zxwkVe4WpNU4lx5+zokPV6SRj6HBxOrcpZxPTgkHvLFXlZUhSV5OB5GCUi5aHvcn73rvhkoSweU9hYbS8337YVXDJGo13Der2Wmt4wsMxWvPu9X0fbtuTFBt8LSVNZJa1WK6oiQxmN6yhrmthQFjVN2zOZHrDOROSnbVvKtiErCvK6IhmNGYyDqwem0wMc536Xva5rDD3jyQzH9QUV4ziMR1Nev/M6m80KHM3FxYKzc2nyeJ7Hqy+/soPyFVmJsWSKrm+sRU7HdBxz5foxbVeyyRY4liFnjDgpdENPXZY71iKmp287KxpkKGtB6gS+z/HREcrAKEl3GsJDz46M4hjZlo9Ggt/eWvxsvdjqrqZvesIwpihkN5nnOW1tV7K1uDD7rjg79H2P5/hCZrENyLaVcpnjeSxXcxxXobTBczVhLKW2bhD2W29gvc52u9a2bZlNj8hWa4YWmlImTSGWlCzWC6E9O4I3n45j6ibDtA1RIP6AQ9dT5BuaWpqjeba2Ne2CfH355Ign2g346PDAfPjP/pmd6LHneUR+wPn5+U75Xi5EqyhvDH7kc/XqVV5+4UWiKKIoxKZlAMIwslKPIkzc1rW9eKQZtVmtd2ItrqdpalGWX60WpOMR8/nc2vK4O1tzZRRVXRMGW8FkI8D2dmsSGVLmBZPZVEgWrrYarL2YL1Y1wyANLNOLsMnWfypNx2h9XwB7s1pz8+ZT+KGMgaO0vFctdkTL5RKFw42n3kZVCTFEGTEi1J5LU3dEcYBWLovFgtFoshOQDn2hAGsgt82+LMuIY6ExX1xcMB6PKaqG0WhEvpFJ8vT0VFbVwdZevaDuBJhelxUacLf1UYu3dl0x1NySGDRq52x89+5dZpMJ8+WS0yvHsgq21N7tSrNsG0ZJKiI+bberYXqWbZRlmV3ZBeT5hiCO8B2foiikKRkKCcXxNGYYGAaRMUysoWLb1vhBYjVlRdksCAK0q1gt1iJM1BuSSKCFvW0QpXG8e6xcgXR1tkatlKJvRQSnakSARVxBnF1eW/ryerkkTsVd+vDwkJV1L1iuVqRJhG+prut1RpQmO6Uwz/MoypLYQq6GYaDtajCigdB0HaHrsC5zRqORsCftbqIpCw5OTnckhcXFcmc373melAasTfzWuTiKEtvEFGlV2p6iFvlQ0/U7ecuyytEWDRNFCUVV2l1cSxAETKdTK5cp7iOm63F9+R42jWj8bl2xtxKajjLUfWcb1B6JbTqWpTiDbC2Z8kqacrE1DnBdd1fLrbqesiyJY3HfECafLNL7TqB3aZryI//ox7963IAHM9AUufgpFTV9Z1itNriuv5v8ANskEJqs77gsL+Y7t4bDw0OBNTkeq/mCyA9wlUO+2ciF2RviOJUPL5At2IDBOC5oQz00VqVLsLWCKBhR5gVD11M3DYHv0fcdRgm3HBDZx+s36cqaq9evYEzPljfvBS5RktK3A8lozOzwgChKuHd2hySKCTyfyWQiesHWXDMOE8bTGReLM+7cuo2nBrpalJyGYaDuO+I0JR6lXFzMWWc5VVNTNY1FFwhRoq1a5ssFXhCiXUfIFa4rAu2IOlZXlbiuvxMI9yOfk5OjnUBL37eMR1OeunmTszt3UNpw69ZrO2ZPko6BgX6o8SNf3rerOTk5oW4bycs6EKRpLDA3T1bIp6eyXb5y5Yq1N3eIRikXqyVoQ6+QsRn6ncqVdgX1oPqB48MT4jhFKYdXXnlFGi/WwXYYoGqEeND2DZtsRVlVhFHCeCRqUkMPq6UI5cznc7lpuOI4UGW5VdHyODqa0VutVa1cjg+O5T3UgBNII8/1PPzAJU7CHY41jWP0YDg4OLB11o44jkXMyTKqJrMZWmvKsuTWndsi6VhUYqmjPBaLDeuiJp2Mmc/nDMMgkL265dqV63R9A2pgMCJ96vqihyDXtgiCb/GwKCXSkUlKnQvaIMsyS4kWlbzGWteLPQ+2dCCU4aoSFEaWran6WqjACsqmpmxKjBa8vKul1t3WQnhoqhLPkZ7BHzz3glhIGSnFDArqMr/v5hIEu5Vt13Wc370t5Z4s3+lWNEUJg+Lpp58WDQerQKcGccnOq5J2MDR9w+HpNfJaNH2lVBSKqHzfYUS2VzzwHJ88+yprpGntMJ4c7u5kbdvieB7j6ZS8ykFLAX0AjGlpmoosK0S8w1VEgTQXbt16jaqqODw6oGlLymJD11W4rube+R3G43S3ysmKnLprZVsfCUri7OyMlZX621p2R0lMN/QkacxkNmXAMJ1OGY8meJ7DfH6Pu2evMTmacn5+lzt37siW0wjpoKlK4tBncX6283c7unJdlPu1QimPOE6Zz+dUVcXt269j+s42oQI6FJ3pcH1Z4W3dC+q2YhhalDLk2ZKurxhwmc/nxNGYg5Nj6y8mTLdRMoauJ0pi1KDohp5onJKVa6JRShBFdssusKM0iomCgLoRXvzJtatUpZQzskxYgnVVWXHwAJSiKGuGHu6en+2gbWJOGVDVBeNRwsX5PQ6Pj0Ab0YDQhtF4ShCF5OucOBClMUeLmP/ibM4ojWmqCtV3OErRdAN3797dNScPDw9xA1+64G1H6IuLQuiLtGLgJ2gcYeS5Lkq7lE0m9i2ey8HBVCBG1gbc6J68zNCWHvrup58mDGJaU7PI5ihPs1zlu5Wto1y08hl6EZj3g4jNZkUQe9y+9RJD36KMJsvW0rG3dkRb6cnZ4QHHx8c7kZwwDKV2Pxrjui5tN3B4dITSmrop6ZShrkWUvW9q1GCg73Ad0bft+oa8qyjLfCclaXppVBk0jYUcahzrLjJY/RBNGHgkUYzpO7qmxvRiDTU9OERhSRr9QBSEVNmGIBBIX5TEGKVIRiOqOqOn3ZUVHEe80w7SBMd1MYPC90Ic7VnWqfRNqqoht0psAFdv3mC5XDKaTDBDx0BP2TZ0Q8/LL78s9WVLHc4zIQb5jg+9aIU8//yzgMaowVLHB1xPE/guQSimm0VeiUN18FWmp6sUwomOA8E5OuLFtVwuaepOtgZRymC63fYUBu7du0ccxORlRRSmaOURRgFlmYuTguPQ1wIDmhwekeclyvHs1iTFw6WrG+gHu3UWfYMgiFjOFwRBtNPo9TyH27dv03Ud6+WKtqt2otJbrdkoSrhx4222ASfbt7t371K3Lel0toOOaa1FYq7prQCJy9Wr1wnDkOPTk12jwxhDlUmz8OL8HmVewWBEi8Kwa5oM9HS9oelKptMjoijg3r17nJ3dwXEVfSeSlVXT0FQ1YZqgPIHxRPF4R9BADWggGU1YrRey4p9OKTeZFW8phSc/tGjPFX1WP7Luw+4OD6y12MsHnhhO5nnJ0It77WQyYb1acP3aNcZxxGwkTVHHceiaVurmCB24qzuu37hKlUlppDeK3hiSJBFZQU++OEkSYRqpZXqOw93brzKapHaLLGUez3qKta3A9dpqoG8HqqqwinaK1WaNckSrOIqD3W7o2Reex2xdZF0XR2umY7EK33XNu54qK1EM4s7RdnheQJqOMWAFWXpLZW4BqFvZnejBkC8zjibHOx82rSGKrNyj1VYwRtF2A64XsF5LcymKRqTp1H6PRGhpGAbZWmupEyeJNF6VI3oiaENWbFjO71mR886ytmqxYcc202LZZY7GM4auJwzinULZnbu3cAIXQ0+SRlbDWpEVJa4X4Qcjq3PtsVyu0Zb1GHiCo90yN/tOxNQDzwo6WXSJuJGIfnTbSu3WUa7A/QKPwPMtrVugZ36Q7EpkwzAQuKmoARqNMY5126gpq47FMqMpDZ5yicMQB0VTtZc+rz3hk64U9auipsjFC022Ez1JFNHZLaIxhrwSkY/JwczSXMXpF2VwPfnSn5yccHr1Ck3XMzs+EXnFNOX2rTui4WrxgWVdcXR0JFvTViiN166ccO/ObTrbaGvb0koHSp1ulI7Rjku2zq3ewBitXU6uXMMNRM6xrRuiIOD5Z3+fd73rXdLssVoEysqe+b5P07VohPJ5dnbGZpNTlw1+GIn9TBwxmQn+mGEg8Dxmsxl9JfRowWpKLS+OUzwnpCzW3L59m3yTcTA9RA2K0It3dMiNLbc4jkPbycRT5gWu71FWndzomoogigRnOQz0xqBRBJGP4zscHh7uxmSxvGCzWhDZVWI6iqmrjDiNcDzNOlsRBJ6185FudpFXrJYbXn/9rkzSeHhK3DqC0KNvevJsi0kO0IFD2wv6wlGKpqromoYyy1H9AINs5x1lMNowOzqma1uKSrClaFlVrpcbtHbpuoHEWrVs4Wp5nu9Wn/OL5U5btqlL2qqmqSrCaEQUp9w9E0W4SRJzfHxMaHVlT69eFwlNN2AyGmNwWa0LqkJ6CpPJRBhsbkDftoJW8X3KuubGU0/hesLk6vueMpdJqSzL3ZZbSCWi2pam4irdtrV1Wwip8sY6LFtad5Kggfm9ezsrHWkcNYR+xNHJFXEnUy5D10uJQjucn90RXGtd03SdGAv0W881wWlPJ1Iq83xB/jhaFiZdI0p9DILCEOcQcHyPum1pygbPcRhbZw8v8InjlLbtOTw8ttRns9tBTEYjQi8k8iN7A5KShx8G1kV7sNezjMtW8lLgcYamKuga2QENXc94LIuMqqnZ5CVe6OH43q7mfZnxRE+6Qy+rW8dVgkcNQ9quA1dR9SWBH6FwuHb1Br4XMppOmM1mYl9Ty/YXBlarBUHgcHZ2j8VC6KxN11EVJcX2uUoxHo8p65p0kuL4gmZQrpIvQFPynq9/L8lEbHoGpVmsVmwWS7TW3Ds/oyxymqbhyrWrrBYLHO1KVz8rCP2A8XjMjZMTgjjg4vyco4MDXNdlOh1T5gVxGAhPPJV6q6PY1ZGNMTD0eI6I8qzWF1RNTTRK6dWAdgWf+KC19XQ8oypKtCt1vDBOCOOEKIpYbTbClKsKJtMRp1dPdlbqr778CvP5PbGxyTPG49R6W5WU1YYkjTC0JGm0o4OORhMuLs7F/TfxCaOE46vXmC+XRIHD0zefgn6gqWQVf+X0htjldA2B7+I5DlHs0bct167ekEnKUWw2gi4wSInD9UVlrSxLYZyNEqqi2CltGSU18LOzM4auoUdQLFXdkqRj/CDA0Zow8gVPmqaya9Fi462MNG88pemqFsdoa9AoK+O27qjKklE6IYgS8lqov13T8vYbN8UuvZfVUzJO0K7Dcr0Sa3HlWMsfiGKHZBySV1JLD8OQum0JY6mlbjYbXN/jM5/5FHldcfv8DD8MiNNI9EMsq3KzWgtmd+gJPIe2zoUivBWvtwaZsS/iM0IeiuhdCJJQRGawRAtf4GpoB6WcBzR2oW9bgjCWJqQZiNOEbqhplsZy/QAADtBJREFUBinTjdOUsRV4yrO1IBnQlFXFe9/9buI02pFfgkAQFkEUssmXVE1J1UuZcJ1ZW6CqoqhylMN9651GmtdNW6E8H+VrOqROvy3vtX1vy3hbF+Ze4JJtt0P4uGrAS32KKqduG4Io5uL8zKI9OtlN9YayanaQv8uMLzrpKqVCpdQnlFK/o5T6jFLq79jzX6OU+g2l1LNKqV9QSvn2fGAfP2d///YHXusH7PnfV0p965eSoFIibDIYQ9O2OFqTxDGmt53NoeW1l1+lzAqGtuPlF15muVyiPc1mtWadFUxmh3hBQm8MvrW1aduO0WzKnTt37Ja9FwNFR+Eqza1btyjrSpgynWAPn3vuBbK6pOp6hrZjMpuiHHD9gIOjQw6ODtFaM5/fw3EUTZnxyksvEkQhy/WKw8NjPvviy9y+cw+Fy6AdptMDWWHECQMKz/U5mB6yXJxj6Al8wLQo3bNZregRpEaayJ15NBqxWCxsY2pgOp0KzKcc6JueoR2oNiWbdUHsheihx1GKZ555Bt/3QbsUZS0XdBAymkx5xzNfi+O5DKZhsbjYGVo6nkcST6irltVqI9oEgyJblfhezMHshL6XuqIIY0ORrRkG+K//49cIkxClW/q6gE586sygSNIU7boEbsTt27d3jbdkNBIt5KohtPhoZTSrTY7vag4ODnA9zcHxAW0v6mZibTNw/W03GZQw25q2wtViVFqX0u0ubYOkrmtOTg8oy5y2FKrq0DWMRnIDF/cGj8CuCJWjKYt6Zy2TxhHKDEK91Yq8zHB9zWK1xPdiK0oE2tP4jqBeAsdntdww9LLCNA50fSVW83VBGPrEcUxT1RweHnL9+k0CX1ady8XCfi8E0nh0cowyWNsZYYClkY8x9z0BO6QBGQQBRV6xWefowTB0grTJS6EfKzOQZWvqurQ3cFELa6oax/OIQ5m8ALuSFKW13sgixg9DoYxrmfBFVzjl//7BczA4BF64Y6DNJlPRzQgihk52Em0v41hUuRA4bG3cdz08K57edR0oRwT9jUJ7DspxcH2f5XrN0PaUdb0rL3gWAugFYuo5nk4wjqatetLJ2I5Thp+IZGySJHiBz/n5OV3TPp5JF6iBbzHG/FHgfcAHlVLfAPww8KPGmGeABfDd9vnfDSyMMV8L/Kh9Hkqp9wAfAd4LfBD4p0r2BF8wtmC2vutYr1Yoc/+C11qLLF1dcza/y/Wnrln93I5r165Ybyu5+4E8z3Gl7hREESC89WvXrklXvW6py0rEw4fWYns9Kz0nuqhJlGKajqoopIZZViTJiPVSJr3NZkM6HuG6PjduvI2Ta9c5vXqNpumo255bd26zydc888wz6ECT5xvW2WpH5mAw1E3FxWKJ5wbWbcLa0BhDPE7oOyXNQtdBK8P52R1OrxyT5xuSJGJ+dk7b9+AocQp2NFGacHh4wL2LuzspvReffx4A1/d2HPi67eyXrrZ2RQ5Xrl/j4t49BjXsdAeM0nhuRFNV1nFWcX5+l6ouQCmU1mzWSzbrNaPJDNBcO73Gar7BdNIkXOcZ69UCrMXKcrkU2FUaU9Y1Rinunt0mKzNmkxHdgBX/EQbSpqw4vzijsZoFJ1dOqeuasshIx4nA94yL6QyeFglDP3BFfrFtZQfjuqw2G15/6TXBjsYJnRFr+qIuMA40Q086HlHZGrtSCrSirCuiJMbxfCq7dV6vRRVOmHvHrOYLtHZ3AkSrYg1APJ5wdGS38PjoQVhYbd2hEEH2IAp55l3vZKDn9u3XhfzQdVy/dpM0jFgt1riuS1FkzGYzur4hKyrW2YamF0uoIAjo6PE8B9RAb8D3Q3oDGG3hkQOTyQjXl5pnZ2Siq+vaUn0VytEMKHqDJQSJWlmei7Fm0zQ7yyPHEUEqQRo0ONplnW1AaVvrLnFdl+VqTlUXHB2OtzwKsQYyoIxGa6kpD0PH7bu36Kz5a2lLQ9p16JoGZVe0WyMBN3RwNTuBIMea2Y7HY7JszaDYNfLqQsxapdYrzsl5vqEoMtLU3jAvv7rwxSddI5HZh579Z4BvAf6tPf9R4M/b4++wj7G//1NKKv7fAfy8MaY2xrwIPAd84Et4f5q6o216ur4SmmUoLqVFkRHHMccnJ6wX4jqQpimrxZKrV67TVjLBrDdLuqYiW2VWmUr443UtTTmBz8TcfOrtOI6Hq3wW8w19b5jNDi0PX7bw73znO5lYWxcB0lfCIhvkbj10Pdp1Obt3j9dee43O1j6F3VbxthtPoRzHYkvF58l3PYzpuVjMKbKc1m7BojAhChOODk/wnBDHEVaO7zqsVws261yws1lpLVUEXhUlKek4oelKhkF0Ie5c3BZfsDSlMx2RxTnHoZRt5ssFq4VYi4/SEMXAxWJOVTYczI7Is5KyrnjHO56hKnK6RhyIda+YHR6hXYXn+9CHVEXNeDIjTaZUVcOmqTg6ucLRyRUUDspVjEdT6yIQ03Uwm82szKLgNtfrtdTqeulkb0smgxECTDoK75MINgXnt+9IaalsKHORaAw8j2Q04tbdW/hBwHojn2lT1/iBYLijKEIFHlUjMoCtdQ8JLAln29zRrujNKgZbE1VWcP5iB/yPw4Tlck1TtazXa3ptm55VgfKFMCG0bqmPe4EQBAJf2IL90NrySUuWZbzwwgtUVcNolLD1S1utF2g3IEkDER1SYlHl+SHJaMwyE3Zk3Q+0vWE8GmF6xADT9LLq1gKPGgY4Pb1Kmctiw3VdXCMCNJ7nMbTdbjIDWeHK/+13CnvGKKqmJRmNhXnWd7R9QxKH3Lx6hcG0O2NXMcJUFFVJUZb4QcBiucHzfa5fP+X8/C5ZkZOOR5SF2E8t8w3TwwOS8YiqqkiTMRpl0UaOwApNT1UXeBaJMJ5NGVQnyJ1hwNXOrvRVF7LKPz4+3qGG5OYlDEfH9/A9D0druf64/Fn3S8JD2BXpbwFfC/wT4HlgaYzp7FNeA67b4+vAqwDGmE4ptQIO7flff+BlH/w/D77X9wDfYx/WH/3oL3z6zfxBjyCOgHuPO4kHYp/Pw+NJyweevJz2+Tw83nWZL/YlTbpGkP3vU0pNgf8AvPuNnmZ/qi/wuy90/vPf6yeBnwRQSv3mZTJBLiOetJz2+Tw8nrR84MnLaZ/Pw0Mp9ZuX+XpvCr1gjFkC/x34BmCqlNpO2jeAW/b4NeAmgP39BJg/eP4N/s8+9rGPfXxVxJeCXji2K1yUUhHwp4HPAr8GfKd92ncB/9Ee/5J9jP39rxopvv0S8BGLbvga4BngE5f1h+xjH/vYx/8P8aWUF64CH1Vb9DF8zBjzy0qp3wN+Xin1d4HfBn7KPv+ngJ9TSj2HrHA/AmCM+YxS6mPA7yFV+e+zZYuHxU++6b/orY8nLad9Pg+PJy0fePJy2ufz8LjUfJ5olbF97GMf+/jDFk80I20f+9jHPv6wxX7S3cc+9rGPRxhP7KSrlPqgpQs/p5T6/kf4vi8ppX5XKfXJLVREKXWglPq4pTx/XCk1s+eVUuof2xw/pZR6/yXl8NNKqTOl1KcfOPemc1BKfZd9/rNKqe96o/f6CvL5IaXU63acPqmU+tADv3tDuvdlfaZKqZtKqV9TSn3WUtP/ij3/WMboIfk8ljFSj5m6/yby+Rml1IsPjM/77Pm3/Jq2r+UopX5bKfXL9vGjGZ+t7caT9A9wEALG04AP/A7wnkf03i8BR5937keA77fH3w/8sD3+EPArCAb5G4DfuKQcvgl4P/DpLzcH4AB4wf6c2ePZJebzQ8DfeIPnvsd+XgHwNfZzdC7zM0Wau++3xyPgD+z7PpYxekg+j2WM7N+Z2mMP+A37d38M+Ig9/xPAX7LH3wv8hD3+CPALD8vzEvP5GeA73+D5b/k1bV/vrwP/Gvhl+/iRjM+TutL9APCcMeYFY0wD/DxCI35c8SC1+fMpzz9rJH4dwS5f/UrfzBjzPxHkx1eSw7cCHzfGzI0xC+DjiObFZeXzheIL0b0v7TM1xtw2xvwfe7xBIIzXeUxj9JB8vlC8pWNk/87HRt1/E/l8oXjLr2ml1A3g24F/bh8rHtH4PKmT7o5KbOMNKcNvURjgvyilfksJJRng1BhzG+QLBpw8hjzfbA6PIre/bLd/P73dyj/qfOxW748hq6fHPkaflw88pjGyW+dPAmfI5PQlU/eBB6n7b0k+xpjt+Pw9Oz4/qpTa+p0/is/rx4C/CQz28SGPaHye1En3S6IMv0XxjcaY9wPfBnyfUuqbHvLcx5nnF8vhrc7tx4F3IMpzt4F/+KjzUUqlwL8D/qoxZv2wpz6KnN4gn8c2RsaY3hjzPoT5+QHeQur+l5OPUuqPAD8AfB3wJ5CSwd96FPkopT4MnBljfuvB0w957UvN50mddB8bZdgYc8v+PEN0Jj4A3N2WDezPs8eQ55vN4S3NzRhz136RBuCfcX9b9UjyUUp5yAT3r4wx/96efmxj9Eb5PO4xsjk8UdT9B/L5oC3LGGNMDfwLHt34fCPw55RSLyElnG9BVr6PZny+3CL0W/kPYcq9gBSntw2F9z6C902A0QPH/xupGf0DPrdB8yP2+Nv53IL/Jy4xl7fzuY2rN5UDsnJ4EWk4zOzxwSXmc/WB47+G1LZA9JIfbC68gDSILu0ztX/rzwI/9nnnH8sYPSSfxzJGwDEwtccR8L+ADwO/yOc2ir7XHn8fn9so+tjD8rzEfK4+MH4/Bvz9R3lN29f8Zu430h7J+Lylk9hXOBgfQrrAzwM/+Ije82k7iL8DfGb7vkj95r8Bz9qfBw9cLFupy98F/vgl5fFvkO1oi9xNv/vLyQH4i0hx/zngL1xyPj9n3+9TiK7GgxPMD9p8fh/4tsv+TIE/iWzjPgV80v770OMao4fk81jGCPh6hJr/KeDTwN9+4Pr+hP1bfxEI7PnQPn7O/v7pL5bnJeXzq3Z8Pg38S+4jHN7ya/qB1/tm7k+6j2R89jTgfexjH/t4hPGk1nT3sY997OMPZewn3X3sYx/7eISxn3T3sY997OMRxn7S3cc+9rGPRxj7SXcf+9jHPh5h7CfdfexjH/t4hLGfdPexj33s4xHG/wOo8hKQG1Y98wAAAABJRU5ErkJggg==
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<h3 id="&#25209;&#37327;&#22788;&#29702;&#20445;&#23384;&#21040;finish&#25991;&#20214;&#22841;&#19979;">&#25209;&#37327;&#22788;&#29702;&#20445;&#23384;&#21040;finish&#25991;&#20214;&#22841;&#19979;<a class="anchor-link" href="#&#25209;&#37327;&#22788;&#29702;&#20445;&#23384;&#21040;finish&#25991;&#20214;&#22841;&#19979;">&#182;</a></h3>
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<div class="prompt input_prompt">In&nbsp;[34]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">batch</span><span class="p">(</span><span class="n">file_list</span><span class="p">):</span>
    <span class="k">for</span> <span class="n">f_name</span> <span class="ow">in</span> <span class="n">file_list</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">cv2</span><span class="o">.</span><span class="n">imread</span><span class="p">(</span><span class="n">f_name</span><span class="p">)</span>
            <span class="n">hls</span> <span class="o">=</span> <span class="n">tohls</span><span class="p">(</span><span class="n">img</span><span class="p">)</span>
            <span class="n">mask</span> <span class="o">=</span> <span class="n">color_select</span><span class="p">(</span><span class="n">hls</span><span class="p">)</span>
            <span class="n">pure</span> <span class="o">=</span> <span class="n">optimizer</span><span class="p">(</span><span class="n">mask</span><span class="p">)</span>
            <span class="n">erode</span> <span class="o">=</span> <span class="n">toErode</span><span class="p">(</span><span class="n">pure</span><span class="p">)</span>
            <span class="n">points</span> <span class="o">=</span> <span class="n">getRegion</span><span class="p">(</span><span class="n">erode</span><span class="p">)</span>
            <span class="n">img</span> <span class="o">=</span> <span class="n">markRegion</span><span class="p">(</span><span class="n">img</span><span class="p">,</span><span class="n">points</span><span class="p">)</span>
            <span class="n">cv2</span><span class="o">.</span><span class="n">imwrite</span><span class="p">(</span><span class="s1">&#39;./finish/hp/show_&#39;</span><span class="o">+</span><span class="n">f_name</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s1">&#39;/&#39;</span><span class="p">)[</span><span class="o">-</span><span class="mi">1</span><span class="p">],</span> <span class="n">img</span><span class="p">)</span>
        <span class="k">except</span><span class="p">:</span>
            <span class="k">pass</span>
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<div class="prompt input_prompt">In&nbsp;[46]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">batch</span><span class="p">(</span><span class="n">hp</span><span class="p">)</span>
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<pre>[56.32051136131489, 76.53103945458993, 94.847245611035] 0.7359172404124074
[71.56814934033156, 95.75489543621255, 119.55333537798099] 0.7474098218613473
[170.30854353202602, 477.31017169132275, 506.0088932024812] 0.3568089549161438
[248.0, 893.0, 926.7971730643119] 0.2777155655095185
[81.0, 317.0, 327.1849629796577] 0.2555205047318612
[46.2709412050371, 109.65856099730654, 119.07980517283357] 0.42195466349566285
[67.0, 101.0, 121.2023102090055] 0.6633663366336634
[69.0, 72.0, 99.72462083156798] 0.9583333333333334
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