iris/inset-plot.html

<!DOCTYPE html>
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<title>inset-plot</title>

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  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 */
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<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; }

.ansi-bold { font-weight: bold; }

    </style>


<style type="text/css">
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<h1 id="Temperature-graph-with-inset-of-relevant-region">Temperature graph with inset of relevant region<a class="anchor-link" href="#Temperature-graph-with-inset-of-relevant-region">&#182;</a></h1>
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<p>This example demonstrates the use of a single 3D data cube with time, latitude and longitude dimensions to plot a temperature series for a single latitude coordinate, with an inset plot of the data region.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
<span class="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">iris</span>
<span class="kn">import</span> <span class="nn">cartopy.crs</span> <span class="k">as</span> <span class="nn">ccrs</span>
<span class="kn">import</span> <span class="nn">iris.quickplot</span> <span class="k">as</span> <span class="nn">qplt</span>
<span class="kn">import</span> <span class="nn">iris.plot</span> <span class="k">as</span> <span class="nn">iplt</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">iris</span>

<span class="n">cube</span> <span class="o">=</span> <span class="n">iris</span><span class="o">.</span><span class="n">load_cube</span><span class="p">(</span><span class="n">iris</span><span class="o">.</span><span class="n">sample_data_path</span><span class="p">(</span><span class="s1">&#39;ostia_monthly.nc&#39;</span><span class="p">))</span>
<span class="n">cube</span>
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<style>
  a.iris {
      text-decoration: none !important;
  }
  table.iris {
      white-space: pre;
      border: 1px solid;
      border-color: #9c9c9c;
      font-family: monaco, monospace;
  }
  th.iris {
      background: #303f3f;
      color: #e0e0e0;
      border-left: 1px solid;
      border-color: #9c9c9c;
      font-size: 1.05em;
      min-width: 50px;
      max-width: 125px;
  }
  tr.iris :first-child {
      border-right: 1px solid #9c9c9c !important;
  }
  td.iris-title {
      background: #d5dcdf;
      border-top: 1px solid #9c9c9c;
      font-weight: bold;
  }
  .iris-word-cell {
      text-align: left !important;
      white-space: pre;
  }
  .iris-subheading-cell {
      padding-left: 2em !important;
  }
  .iris-inclusion-cell {
      padding-right: 1em !important;
  }
  .iris-panel-body {
      padding-top: 0px;
  }
  .iris-panel-title {
      padding-left: 3em;
  }
  .iris-panel-title {
      margin-top: 7px;
  }
</style>
<table class="iris" id="139964735644448">
    <tr class="iris">
<th class="iris iris-word-cell">Surface Temperature (K)</th>
<th class="iris iris-word-cell">time</th>
<th class="iris iris-word-cell">latitude</th>
<th class="iris iris-word-cell">longitude</th>
</tr>
    <tr class="iris">
<td class="iris-word-cell iris-subheading-cell">Shape</td>
<td class="iris iris-inclusion-cell">54</td>
<td class="iris iris-inclusion-cell">18</td>
<td class="iris iris-inclusion-cell">432</td>
</td>
    <tr class="iris">
    <td class="iris-title iris-word-cell">Dimension coordinates</td>
    <td class="iris-title"></td>
    <td class="iris-title"></td>
    <td class="iris-title"></td>
</tr>
<tr class="iris">
    <td class="iris-word-cell iris-subheading-cell">	time</td>
    <td class="iris-inclusion-cell">x</td>
    <td class="iris-inclusion-cell">-</td>
    <td class="iris-inclusion-cell">-</td>
</tr>
<tr class="iris">
    <td class="iris-word-cell iris-subheading-cell">	latitude</td>
    <td class="iris-inclusion-cell">-</td>
    <td class="iris-inclusion-cell">x</td>
    <td class="iris-inclusion-cell">-</td>
</tr>
<tr class="iris">
    <td class="iris-word-cell iris-subheading-cell">	longitude</td>
    <td class="iris-inclusion-cell">-</td>
    <td class="iris-inclusion-cell">-</td>
    <td class="iris-inclusion-cell">x</td>
</tr>
<tr class="iris">
    <td class="iris-title iris-word-cell">Auxiliary coordinates</td>
    <td class="iris-title"></td>
    <td class="iris-title"></td>
    <td class="iris-title"></td>
</tr>
<tr class="iris">
    <td class="iris-word-cell iris-subheading-cell">	forecast_reference_time</td>
    <td class="iris-inclusion-cell">x</td>
    <td class="iris-inclusion-cell">-</td>
    <td class="iris-inclusion-cell">-</td>
</tr>
<tr class="iris">
    <td class="iris-title iris-word-cell">Scalar coordinates</td>
    <td class="iris-title"></td>
    <td class="iris-title"></td>
    <td class="iris-title"></td>
</tr>
<tr class="iris">
    <td class="iris-word-cell iris-subheading-cell">	forecast_period</td>
    <td class="iris-word-cell" colspan="3">0 hours</td>
</tr>
<tr class="iris">
    <td class="iris-title iris-word-cell">Attributes</td>
    <td class="iris-title"></td>
    <td class="iris-title"></td>
    <td class="iris-title"></td>
</tr>
<tr class="iris">
    <td class="iris-word-cell iris-subheading-cell">	Conventions</td>
    <td class="iris-word-cell" colspan="3">CF-1.5</td>
</tr>
<tr class="iris">
    <td class="iris-word-cell iris-subheading-cell">	STASH</td>
    <td class="iris-word-cell" colspan="3">m01s00i024</td>
</tr>
<tr class="iris">
    <td class="iris-title iris-word-cell">Cell methods</td>
    <td class="iris-title"></td>
    <td class="iris-title"></td>
    <td class="iris-title"></td>
</tr>
<tr class="iris">
    <td class="iris-word-cell iris-subheading-cell">	mean</td>
    <td class="iris-word-cell" colspan="3">month, year</td>
</tr>
</table>
        
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<p>Slice into cube to retrieve data for the inset map showing the data region</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">region</span> <span class="o">=</span> <span class="n">cube</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span><span class="o">...</span><span class="p">]</span>
<span class="n">region</span>
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<style>
  a.iris {
      text-decoration: none !important;
  }
  table.iris {
      white-space: pre;
      border: 1px solid;
      border-color: #9c9c9c;
      font-family: monaco, monospace;
  }
  th.iris {
      background: #303f3f;
      color: #e0e0e0;
      border-left: 1px solid;
      border-color: #9c9c9c;
      font-size: 1.05em;
      min-width: 50px;
      max-width: 125px;
  }
  tr.iris :first-child {
      border-right: 1px solid #9c9c9c !important;
  }
  td.iris-title {
      background: #d5dcdf;
      border-top: 1px solid #9c9c9c;
      font-weight: bold;
  }
  .iris-word-cell {
      text-align: left !important;
      white-space: pre;
  }
  .iris-subheading-cell {
      padding-left: 2em !important;
  }
  .iris-inclusion-cell {
      padding-right: 1em !important;
  }
  .iris-panel-body {
      padding-top: 0px;
  }
  .iris-panel-title {
      padding-left: 3em;
  }
  .iris-panel-title {
      margin-top: 7px;
  }
</style>
<table class="iris" id="139964513157192">
    <tr class="iris">
<th class="iris iris-word-cell">Surface Temperature (K)</th>
<th class="iris iris-word-cell">latitude</th>
<th class="iris iris-word-cell">longitude</th>
</tr>
    <tr class="iris">
<td class="iris-word-cell iris-subheading-cell">Shape</td>
<td class="iris iris-inclusion-cell">18</td>
<td class="iris iris-inclusion-cell">432</td>
</td>
    <tr class="iris">
    <td class="iris-title iris-word-cell">Dimension coordinates</td>
    <td class="iris-title"></td>
    <td class="iris-title"></td>
</tr>
<tr class="iris">
    <td class="iris-word-cell iris-subheading-cell">	latitude</td>
    <td class="iris-inclusion-cell">x</td>
    <td class="iris-inclusion-cell">-</td>
</tr>
<tr class="iris">
    <td class="iris-word-cell iris-subheading-cell">	longitude</td>
    <td class="iris-inclusion-cell">-</td>
    <td class="iris-inclusion-cell">x</td>
</tr>
<tr class="iris">
    <td class="iris-title iris-word-cell">Scalar coordinates</td>
    <td class="iris-title"></td>
    <td class="iris-title"></td>
</tr>
<tr class="iris">
    <td class="iris-word-cell iris-subheading-cell">	forecast_period</td>
    <td class="iris-word-cell" colspan="2">0 hours</td>
</tr>
<tr class="iris">
    <td class="iris-word-cell iris-subheading-cell">	forecast_reference_time</td>
    <td class="iris-word-cell" colspan="2">2010-09-16 12:00:00, bound=(2010-09-02 00:00:00, 2010-10-01 00:00:00)</td>
</tr>
<tr class="iris">
    <td class="iris-word-cell iris-subheading-cell">	time</td>
    <td class="iris-word-cell" colspan="2">2010-09-16 00:00:00, bound=(2010-09-01 00:00:00, 2010-10-01 00:00:00)</td>
</tr>
<tr class="iris">
    <td class="iris-title iris-word-cell">Attributes</td>
    <td class="iris-title"></td>
    <td class="iris-title"></td>
</tr>
<tr class="iris">
    <td class="iris-word-cell iris-subheading-cell">	Conventions</td>
    <td class="iris-word-cell" colspan="2">CF-1.5</td>
</tr>
<tr class="iris">
    <td class="iris-word-cell iris-subheading-cell">	STASH</td>
    <td class="iris-word-cell" colspan="2">m01s00i024</td>
</tr>
<tr class="iris">
    <td class="iris-title iris-word-cell">Cell methods</td>
    <td class="iris-title"></td>
    <td class="iris-title"></td>
</tr>
<tr class="iris">
    <td class="iris-word-cell iris-subheading-cell">	mean</td>
    <td class="iris-word-cell" colspan="2">month, year</td>
</tr>
</table>
        
</div>

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<p>Average over latitude to reduce cube to 1 dimension</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">plot_line</span> <span class="o">=</span> <span class="n">region</span><span class="o">.</span><span class="n">collapsed</span><span class="p">(</span><span class="s1">&#39;latitude&#39;</span><span class="p">,</span> <span class="n">iris</span><span class="o">.</span><span class="n">analysis</span><span class="o">.</span><span class="n">MEAN</span><span class="p">)</span>
<span class="n">plot_line</span>
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<pre>/opt/conda/lib/python3.6/site-packages/iris/cube.py:3180: UserWarning: Collapsing spatial coordinate &#39;latitude&#39; without weighting
  warnings.warn(msg.format(coord.name()))
/opt/conda/lib/python3.6/site-packages/iris/coords.py:1355: UserWarning: Collapsing a non-contiguous coordinate. Metadata may not be fully descriptive for &#39;latitude&#39;.
  warnings.warn(msg.format(self.name()))
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<style>
  a.iris {
      text-decoration: none !important;
  }
  table.iris {
      white-space: pre;
      border: 1px solid;
      border-color: #9c9c9c;
      font-family: monaco, monospace;
  }
  th.iris {
      background: #303f3f;
      color: #e0e0e0;
      border-left: 1px solid;
      border-color: #9c9c9c;
      font-size: 1.05em;
      min-width: 50px;
      max-width: 125px;
  }
  tr.iris :first-child {
      border-right: 1px solid #9c9c9c !important;
  }
  td.iris-title {
      background: #d5dcdf;
      border-top: 1px solid #9c9c9c;
      font-weight: bold;
  }
  .iris-word-cell {
      text-align: left !important;
      white-space: pre;
  }
  .iris-subheading-cell {
      padding-left: 2em !important;
  }
  .iris-inclusion-cell {
      padding-right: 1em !important;
  }
  .iris-panel-body {
      padding-top: 0px;
  }
  .iris-panel-title {
      padding-left: 3em;
  }
  .iris-panel-title {
      margin-top: 7px;
  }
</style>
<table class="iris" id="139964479136656">
    <tr class="iris">
<th class="iris iris-word-cell">Surface Temperature (K)</th>
<th class="iris iris-word-cell">longitude</th>
</tr>
    <tr class="iris">
<td class="iris-word-cell iris-subheading-cell">Shape</td>
<td class="iris iris-inclusion-cell">432</td>
</td>
    <tr class="iris">
    <td class="iris-title iris-word-cell">Dimension coordinates</td>
    <td class="iris-title"></td>
</tr>
<tr class="iris">
    <td class="iris-word-cell iris-subheading-cell">	longitude</td>
    <td class="iris-inclusion-cell">x</td>
</tr>
<tr class="iris">
    <td class="iris-title iris-word-cell">Scalar coordinates</td>
    <td class="iris-title"></td>
</tr>
<tr class="iris">
    <td class="iris-word-cell iris-subheading-cell">	forecast_period</td>
    <td class="iris-word-cell" colspan="1">0 hours</td>
</tr>
<tr class="iris">
    <td class="iris-word-cell iris-subheading-cell">	forecast_reference_time</td>
    <td class="iris-word-cell" colspan="1">2010-09-16 12:00:00, bound=(2010-09-02 00:00:00, 2010-10-01 00:00:00)</td>
</tr>
<tr class="iris">
    <td class="iris-word-cell iris-subheading-cell">	latitude</td>
    <td class="iris-word-cell" colspan="1">-0.277771 degrees, bound=(-4.9999924, 4.4444504) degrees</td>
</tr>
<tr class="iris">
    <td class="iris-word-cell iris-subheading-cell">	time</td>
    <td class="iris-word-cell" colspan="1">2010-09-16 00:00:00, bound=(2010-09-01 00:00:00, 2010-10-01 00:00:00)</td>
</tr>
<tr class="iris">
    <td class="iris-title iris-word-cell">Attributes</td>
    <td class="iris-title"></td>
</tr>
<tr class="iris">
    <td class="iris-word-cell iris-subheading-cell">	Conventions</td>
    <td class="iris-word-cell" colspan="1">CF-1.5</td>
</tr>
<tr class="iris">
    <td class="iris-word-cell iris-subheading-cell">	STASH</td>
    <td class="iris-word-cell" colspan="1">m01s00i024</td>
</tr>
<tr class="iris">
    <td class="iris-title iris-word-cell">Cell methods</td>
    <td class="iris-title"></td>
</tr>
<tr class="iris">
    <td class="iris-word-cell iris-subheading-cell">	mean</td>
    <td class="iris-word-cell" colspan="1">month, year</td>
</tr>
<tr class="iris">
    <td class="iris-word-cell iris-subheading-cell">	mean</td>
    <td class="iris-word-cell" colspan="1">latitude</td>
</tr>
</table>
        
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<p>Add a single subplot (axes). Could also use <code>ax_main = plt.subplot()</code>.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>

<span class="n">fig</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span> <span class="mi">8</span><span class="p">))</span>
<span class="n">ax_main</span> <span class="o">=</span> <span class="n">fig</span><span class="o">.</span><span class="n">add_subplot</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">);</span>
<span class="n">fig</span>
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<pre>&lt;Figure size 1200x800 with 1 Axes&gt;</pre>
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<p>Produce a quick plot of the 1D cube</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">iris.quickplot</span> <span class="k">as</span> <span class="nn">qplt</span>

<span class="n">qplt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">plot_line</span><span class="p">,</span> <span class="n">axes</span><span class="o">=</span><span class="n">ax_main</span><span class="p">)</span>
<span class="n">fig</span>
</pre></div>

    </div>
</div>
</div>

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    <div class="prompt output_prompt">Out[5]:</div>


<div class="output_png output_subarea output_execute_result">
<img src="data:image/png;base64,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<p>Adjust x limits to match the data.<br>
Because we supplied our initial axes object, the limits are not automatically scaled, and are at their defaults of 0, 0</p>

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<div class="prompt input_prompt">In&nbsp;[6]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">ax_main</span><span class="o">.</span><span class="n">set_xlim</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="n">plot_line</span><span class="o">.</span><span class="n">coord</span><span class="p">(</span><span class="s1">&#39;longitude&#39;</span><span class="p">)</span><span class="o">.</span><span class="n">points</span><span class="o">.</span><span class="n">max</span><span class="p">())</span>
<span class="n">fig</span>
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<p>Adjust the y limits so that the inset map won't clash with main plot</p>

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<div class="prompt input_prompt">In&nbsp;[7]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">ax_main</span><span class="o">.</span><span class="n">set_ylim</span><span class="p">(</span><span class="mi">294</span><span class="p">,</span> <span class="mi">310</span><span class="p">)</span>
<span class="n">ax_main</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s1">&#39;Meridional Mean Temperature&#39;</span><span class="p">)</span>
<span class="n">fig</span>
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    <div class="prompt output_prompt">Out[7]:</div>


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<img 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
"
>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Add grid lines</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[8]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">ax_main</span><span class="o">.</span><span class="n">grid</span><span class="p">()</span>
<span class="n">fig</span>
</pre></div>

    </div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

    <div class="prompt output_prompt">Out[8]:</div>


<div class="output_png output_subarea output_execute_result">
<img 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<p>Add a second set of axes specifying the fractional coordinates within the figure with bottom left corner at x=0.55, y=0.58 with width 0.3 and height 0.25.</p>
<p>We also specify the projection, the coast lines, and ask for the global area to be displayed. The latter prevents the figure form just showing the selection of interest, i.e., the small strip along the equator.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">cartopy.crs</span> <span class="k">as</span> <span class="nn">ccrs</span>
<span class="kn">import</span> <span class="nn">iris.plot</span> <span class="k">as</span> <span class="nn">iplt</span>

<span class="n">ax_sub</span> <span class="o">=</span> <span class="n">fig</span><span class="o">.</span><span class="n">add_axes</span><span class="p">([</span><span class="mf">0.55</span><span class="p">,</span> <span class="mf">0.58</span><span class="p">,</span> <span class="mf">0.3</span><span class="p">,</span> <span class="mf">0.25</span><span class="p">],</span>
                      <span class="n">projection</span><span class="o">=</span><span class="n">ccrs</span><span class="o">.</span><span class="n">Mollweide</span><span class="p">(</span><span class="n">central_longitude</span><span class="o">=</span><span class="mi">180</span><span class="p">))</span>
<span class="n">ax_sub</span><span class="o">.</span><span class="n">set_global</span><span class="p">()</span>
<span class="n">ax_sub</span><span class="o">.</span><span class="n">coastlines</span><span class="p">()</span>

<span class="n">fig</span>
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Ly8cOPGDcycORMODg5qrxH7J3x8fPKM4X6VkZERli1bhgEDBuD58+fo0aMHLC0t8fTpU1y6dAlPnz5Vegt07twZ69evh7OzM+rXr4/z589j4cKF7ySBzs/48eOxa9cutGjRAl988QXq1q2L7Oxs/PnnnwgJCcG0adPeOpHOT+6rDqdOnYoaNWrgl19+wcaNGzF69GjlifmAAQOwZcsW+Pj4YNSoUWjUqBE0NTVx//59HDp0CB9//HGeMfiv6tChAyZPnozevXtjzJgxSE5OxvLly5GSkpKnbr169bB//36sWbMG9evXh5aWFho2bAh7e3u0aNECM2fOhJGREWxtbRESEvJGSXyFChWwePFiDB06FE+fPkXXrl1RqVIlPHnyBBcvXkRiYiKWLFnyZheRiIiKDZN4IiIqEzQ1NbF7924sWbIEGzduxNy5c6GlpQVbW1tlnPDbsLa2xtGjRzFq1CgMHz4cBgYG6NatG5YvXw4/P79Ct1WpVNi1axdmzJiBH3/8EbNnz4aFhQX8/f0xZ86cPE+ni2LKlClISUnB2rVrsWDBAri4uCAwMBA7d+7MM/lZSfvkk09QrVo1LFiwAMOGDUNiYiIsLS3h5uamNpnfkiVLoK2tjblz5yIpKQkNGzbEjh07MHXq1Hcaby4TExOcOnUKc+fOxcqVK3Hv3j3o6+vDzs4O7du3L/abC9WqVcO8efMwYcIEXL16Febm5ggICMD06dOVOlpaWti/fz++++47bN68GV9//TW0tLRQtWpVtGnTRpk0rzD169fHtm3bEBAQgG7duiltrVmzZnna6rhx4xAdHY1x48YhPj4eurq6ylj+oKAgjBw5EmPHjlVek7hx40Z4eHgU+ZwHDx4MBwcHLFy4EEOGDEFycjIsLS3RoEGDAienJCKid0MlIlLaQRARERGVRc2aNUNWVhbOnTtX2qEQEREBAPiKOSIiIiIiIqJygkk8ERERERERUTnB7vRERERERERE5USpPolfuXIl6tevDxMTE5iYmMDDwwP79+9X1v/www9o3bo1TExMoFKpEBcXl2cfL168gL+/P0xNTWFqagp/f/986xERERERERGVd6WaxNva2mLevHk4d+4czp07h7Zt28LPzw9Xr14FAKSkpKBjx46YPHlygfvo27cvLl68iJCQEISEhODixYtv9cofIiIiIiIiorKuzHWnr1ixIhYuXIjBgwcrZUeOHEGbNm3w4sULVKhQQSm/fv06XFxccPr0aTRt2hQAcPr0aXh4eCAqKgpOTk7vPH4iIiIiIiKiklJm3hOfnZ2N7du3Izk5ucjvMQ0LC4OpqamSwAMvXwVjamqKU6dOFZjEp6enIz09Xfmck5OD58+fw9zcHCqV6p+dCBEREREREdFriAgSExNRpUoVaGgUvZN8qSfxkZGR8PDwQFpaGoyMjLBz5064uLgUadvHjx/D0tIyT7mlpSUeP35c4HZz587FV1999dYxExERERERERWHv/76C7a2tkWuX+pJvJOTEy5evIi4uDgEBwdjwIABOHr0aJET+fyenItIoU/UJ02ahDFjxiif4+PjUa1aNURHR6NixYpvfhJU7mVmZiI0NBRt2rSBtrZ2aYdDpYTtgNgGCGA7ILYBeontgEq6DSQmJsLBwQHGxsZvtF2pJ/E6OjpwdHQEADRq1Ajh4eFYsmQJVq1a9dptra2tERMTk6f86dOnsLKyKnA7XV1d6Orq5imvWLEizM3N3yB6el9kZmbCwMAA5ubm/Ef6X4ztgNgGCGA7ILYBeontgEq6DeTu802HdJfq7PT5ERG18eqF8fDwQHx8PM6ePauUnTlzBvHx8fD09CypEImIiIiIiIhKRak+iZ88eTI6deqEqlWrIjExEUFBQThy5AhCQkIAvBzz/vjxY9y6dQvAy/HzxsbGqFatGipWrIjatWujY8eOGDJkiPLkfujQoejcuTNnpiciIiIiIqL3Tqk+iY+JiYG/vz+cnJzg7e2NM2fOICQkBO3btwcABAYGokGDBhgyZAgAoFWrVmjQoAF2796t7GPz5s2oV68efHx84OPjg/r162Pjxo2lcj5EREREREREJalUn8SvXbu20PUzZszAjBkzCq1TsWJFbNq0qRijIiIiIiIiIiqbytyYeCIiIiIiIiLKH5N4IiIiIiIionKCSTwRERERERFROcEknoiIiIiIiKicYBJPREREREREVE4wiSciIiIiIiIqJ5jEExEREREREZUTTOKJiIiIiIiIygkm8URERERERETlBJN4IiIiIiIionKCSTwRERERERFROcEknoiIiIiIiKicYBJPREREREREVE4wiSciIiIiIiIqJ5jEExEREREREZUTTOKJiIiIiIiIygkm8URERERERETlBJN4IiIiIiIionKCSTwRERERERFROcEknoiIiIiIiKicYBJPREREREREVE4wiSciIiIiIiIqJ5jEExEREREREZUTTOKJiIiIiIiIygkm8URERERERETlBJN4IiIiIiIionKCSTwRERERERFROcEknoiIiIiIiKicYBJPREREREREVE4wiSciIiIiIiIqJ5jEExEREREREZUTTOKJiIiIiIiIygkm8URERERERETlBJN4IiIiIiIionKCSTwRERERERFROcEknoiIiIiIiKicYBJPREREREREVE4wiSciIiIiIiIqJ5jEExEREREREZUTTOKJiIiIiIiIygkm8URERERERETlBJN4IiIiIiIionJCq7QDICIiIiJ6H6WmpuLZs2dqy4sXL5CWloa0tDSkp6cry+s+F1QnIyMDGhoa0NPTg66urrK8+jm/soI+GxkZwdzcHObm5qhYsSLMzc1hZmYGTU3N0r6kRAQm8URERERERZKdnY0nT57gwYMHyvLw4UPExsbmSdafP3+O1NTUPPtQqVRqyXNhibW+vj4qVKhQaEKuo6ODnJycIiX+SUlJePbs2WtvGGRkZOQbd4UKFZTk/u8JvpWVFWxsbNQWY2Pjd/GVEP0rMYknIiIiIgIQHx+PO3fuIDo6Gvv378dvv/2GR48eKQn7o0ePkJ2drdTX0tJC5cqVUalSJSWZrV27tlqi++piYmICDY2yPaI1PT0dz58/V7sh8fTpU+VmRVxcHJ49e4Z79+7h/PnzePz4MV68eKG2D0NDQ1SuXBnVqlWDra0tbGxsYG9vj+rVq6N69eqoWrUqtLW1S+kMico3JvFERERE9K8gInjy5AmioqJw8+ZN3LlzB3fu3MHt27dx584dPH/+XKlrZGQEOzs72NjYwMXFBe3bt1d70lylShVYWlqW+YT8bejq6qJy5cqoXLkyAKBhw4aIiIhQ1mtra8PU1BRVqlRB7dq1MXz4cCxevBh37txR6iQnJ+PWrVu4detWvsfQ1NSElZUVqlatilq1asHFxQU1atSAs7MzatWqBV1d3ZI9SaJyjEk8EREREb1XcnJycO/ePURFReH69eu4du0arl27hqioKMTFxSn1jI2NUa9ePbi6uqJ79+7KU2JNTU24u7vj6tWruHr1Knbv3o0uXbq89rgigoMHD+LEiRP4+eefcfPmTVy8eBGurq4lebolLjY2Vu2zkZERYmNjERsbi8uXL2PHjh0Fbqunp4e0tLQ85dnZ2Xj48CEePnyIM2fOqK3T0NBA9erV4ezsjNq1a6stpqamxXNSROUYk3giIiIiKreSkpIQGRmJS5cu4dKlS4iIiMDly5fzHY/+qsTERIwaNQq9evVSykQkz9P1+/fvv3ZfL168QI0aNfJ0K69SpUoRz6RsunHjBtavXw9vb2+l7NVzdHFxgZubG7Zs2ZJn+zt37qBy5cpIT08HANy+fRtJSUmIiYnB8OHDMW7cOFSrVg1Xr17F9OnTAby8CfPkyROkpKTg9OnTePbsGUQEAFCtWjW4ubnB1dVVWapXr/5e9oggKgiTeCIiIiIqF5KSknD+/HmEh4fj7NmzuHjxIm7dugURgUqlUhK91+nbty9cXV3RqVMn1K1bV22dSqXC8ePH8fz5c7Rq1QqmpqZQqVSv3efmzZvzJLc3b95EpUqVin6CZcyxY8fg6+uL5OTkQuvl9nTIz4gRI9C0aVPo6elBS0sLw4cPVxLuv/du6N69O6ZOnYqDBw8iMTERJ0+exIkTJxAREQERgaGhIezt7WFiYoI///wTp06dUnoIGBkZoX79+nB3d0eTJk3QuHFj1KxZk4k9vbeYxBMRERFRmZOVlYXLly/jzJkzStJ+/fp15OTkwMDAAO7u7vD19cWaNWuQnJxcYAL/wQcfYOPGjTAzM1Mrz8zMRHR0NLZt24azZ8/i5MmTat26ExIS8sywLiJISkrCxYsXcfv2bTx58gSPHj3CtWvX8Pvvv6vVXbhwIRwdHQs8PxHB2bNn8ejRIxgbG6NVq1ZlaqK3zMxMeHl5qZU5OTnhxo0bAF52ec/Jycl3W2trazx+/BgAsHPnTvz2229ISkoCACxevBgTJkyAvr4+0tPTYWBgoIyJ19PTQ4cOHQAAPXr0APCyt8TZs2dx5swZnDlzBqdPn8aTJ0+UY/n7+0OlUiEpKQkhISFYtmwZAMDU1BSNGjVSknoPDw9YW1sX4xUiKj1M4omIiIio1CUlJeHMmTPKE9iwsDAkJSVBS0sL9evXR4sWLTBmzBg0btwYtWvXhpbWy5+xVapUwfbt2zFx4kS0atUKlSpVQnp6ep6J0RISEnDo0CEsWrQIp06dKjSWLl26wMjICFlZWQgNDcX+/fsRFRWFsLAwtTH1AODo6AhbW1tMmDABc+fOVcqvX79e6DGGDRuG1atXK5/19fWRmpoKf39//Pjjj6X+TnYtLS3069cPmzdvRoUKFRAXF6ck8AAKTOABKAl8rqSkJOjr68PCwgJ6enoYNmxYnu01NTXRuHFjdOrUCR4eHmjZsiX09PRgbGwMb29vpTu/iODRo0fo27cvjh49in379uHZs2fKftzc3NCrVy+kpKQgMjIS69evV74XR0dHtGjRAs2bN0eLFi3g5ORUpF4WRGWNSora7+g9lpCQAFNTU8TGxsLc3Ly0w6FSkJmZiX379sHX17dM3QWnd4vtgNgGCGA7eFeSkpJw/PhxHD58GEeOHEFERASys7NhZmaG5s2bK4mWu7s79PX133j/mZmZOH/+PEaPHo3Tp0/nW8fW1hY9evSAp6cnnJyckJqail9//VUZA3/69GncuHEDVatWRb169dC0aVPUqlVLSdy1tLRgYWGBzz77DKtWrVL2W7lyZRw9ehTbtm2DsbExfHx84OzsrHbsNm3a4MiRI8rnSpUq4enTpwCA1NRU6OnpvfE5F7eMjAx4enri/PnzAF4m2n9/xR4ADBw4EI8fP0ZISAi0tLSQlZVV6D4HDhyIS5cuwdfXF506dYKTkxNu3bqFixcv4sCBAzh69ChevHgBfX19tG3bFh988AE++OADVKtWLd/9iQju37+PY8eO4ZNPPsmzftmyZfDz80NYWBhOnDiBEydO4NKlS8jJyYGFhQVatGiBtm3bom3btnBxcVFL6vlvAZV0G8jNQ+Pj42FiYlL0DYUkPj5eAEhsbGxph0KlJCMjQ3bt2iUZGRmlHQqVIrYDYhsgEbaDkpKWliaHDx+WqVOniqenp2hpaQkAqVKlivTr109WrVolV65ckezs7Lc+xt27d2Xjxo1ib28vAPIsvr6+8n//939iamqqVj58+HBp06aNAJBKlSqJh4eHeHp6Svfu3eXYsWOSk5NT6HH37t2b7/F0dXUFgFSvXl3ZR05OjnzzzTdiaGgoAERHR0dmz54t+/btk2fPnr32WO9aUFCQcj5z5swRExOTfM8VgKhUqjcqz13Gjh0roaGhkpqaKjk5ORIZGSkLFiwQLy8v0dTUFABSt25dmTVrliQkJBQab05OjlrMf19++OEHycnJkfj4eDl48KBMmzZNvLy8REdHRwCIpaWl9OnTR1atWiW3bt3ivwVU4m0gNw+Nj49/o+34JB58Ek+800ovsR0Q2wABbAfF6fbt2wgJCUFISAgOHz6MlJQUWFhYoE2bNsrTz5o1a0KlUiEnJwdXr17FhQsXkJ6ejhcvXmDo0KF5xrLnJ/cJfmJiolq5s7Mz+vfvjydPnuDo0aNq7zrPz4YNG/Dxxx+T4Ja1AAAgAElEQVS/1feemJgIAwMD/PXXXzh27BhSU1ORnJyMsWPHAnj5pL1ChQpISEhATEwMOnXqhNTUVMTGxuLKlSsAgO+++w62trZISkqCi4sLmjRpUugxb9++jS+//BLh4eFYv3492rZtW2DdR48eYefOnbhy5QqcnJzQvHlzNGrUqEjntmfPHnTp0gX29va4d+9e0S5IISpWrIgaNWogPDwcAGBiYoKEhAQYGhqidu3aqF+/Prp06YKGDRvC2NgYBw8exP79+xEUFAQDAwM4OjqicuXKsLGxwdChQ+Hm5pbvcS5cuIBJkybh4MGDedZ988036NevH6ysrJCSkoJTp07h8OHDCA0NRXh4OLKzs+Ho6IhatWph6NChaNeuHQwNDf/xuVP5UlafxHNMPBEREREVi4yMDBw9ehS//vor9u/fj1u3bkFbWxstWrRAQEAAOnTogHr16uH+/fs4efIk1q9fj2vXriEuLg6RkZF4/vy52v48PT3RsmXL1x53586dagn8Tz/9hHr16uH777/HlClTCpz0bv78+fj8889x5MgRtGzZ8h+9gzx3Ejx7e3vY29sDAA4fPqyUNWjQAJaWlkhKSkK1atUwc+ZMZVx/ZmYm+vXrh9GjR6vtc968eWjSpAlsbGygo6OjTO7m4OAAlUqFmzdvKu9oj4yMzDeJz8rKwoABA7B9+3ZkZmbCzMxMmUVfQ0MDdnZ2qFu3LiwsLKCjo4PmzZvD1dUVderUQWpqKiIiIpRu/3/88QeA/LvVA8DMmTNRvXp1TJo0CX/99Rd0dHSgoaGR5z3xz58/R3p6OurVq4fKlSsjNTUVJiYm2Lt3L86dO4dz585h3bp1AF4m/J06dUK/fv0QEBCAdevW4dq1a8p5r1y5EmPGjEHNmjXRtWtXtcnrGjZsiAMHDkBE8OeffyrfCwCMHTsWY8eOxfDhwzFnzhy0a9cO7dq1A/AysQoNDcWBAwewb98+dO3aFbq6umjVqhV8fX3x4Ycfonr16oU1B6ISxSfx4JN44lMXeontgNgGCGA7eFMvXrzA/v378csvvyAkJAQJCQmoVq0afH190bFjR3h5eeHevXvKeOSTJ08qY85tbW3h4uICMzMz1K5dG0+fPsX3338PAHBwcEBUVBROnDgBV1dXmJubIzMzE1euXMGaNWuwYsUKrFy5EseOHcO9e/fw8OFDJcn8++zorwoJCVFmQH8XHj58CCsrqyJNVHf//n0YGBjgzp07aNy4cYH1tLW1ISLIyspCtWrV0LRpU6xbtw5GRkZq9X799VfMnTsXYWFhmDJlCgYNGgQHBwecP38e9+7dw927d/H48WPcvHkT9+/fR0pKCqKjowGoX0MjIyNldvnCODs7Y/To0Xj27BlmzpyZJ3l/U1WqVIGRkRFevHihzBewa9cudOrUCY8ePUKnTp3yTCA4atQoLFq0SLlB8qq0tDTMmjULc+bMgba2NvT09ODo6Ijw8PB8vyMRQXR0NEJCQrB//34cOXIE6enpqFOnDvz8/PDhhx+icePGfJ3de6qsPonnmHjhmHji+Ed6ie2A2AZIhO2gKGJiYiQwMFDatWunjG13d3eXmTNnSkREhFy+fFkWLlwoHTp0EGNjY2Xst4eHh4wfP1527dolT548ybPfzMxMGTFihAAQbW1ttfHMTZo0UcaY57c0b95cIiIixNPTs8Dx0OXJlStX5MyZMxIdHS2HDh2SWbNmSaVKlSQ4OFhEXl6rkydPyocffigAxMbGRoKDg9XG1Ddt2lQAiLGxcZHnGoiLi5MjR47IqFGjxMfHR3bu3ClPnjyRnJwcycnJkcuXL8uBAwfkr7/+kl9//VUmTpworq6uYmFhoVzr3Dbx9+Xv6wtb7OzsxMjISOrUqaPMG/DqoqenJw0aNJCRI0fKgQMHZN++fbJixQrp06ePAJAPP/xQHj9+/NpzDQ4OVvYZFRVVpOuTmJgowcHB0r9/f6lYsaIAEGtraxk+fLgcPnxYsrKyirQfKh/K6ph4JvHCJJ74g41eYjsgtgESYTsoyOPHj2XlypXStm1b0dDQEA0NDfH29pYVK1ZIZGSkbN++XQYPHiw2NjZKotW2bVuZMmWKHDt2TFJSUpR95eTkyOzZs6Vjx46yc+dO2b59uzRo0KDQ5K5fv36yePFi2bFjhwwePFh+//13uXXrlly+fFkePHggIiIrV67Ms92AAQPe6+8yKytLtmzZIi1atFDOuW7dunLkyBG5efOmODg4KOXnzp0r0VjGjx8vrq6u0rJlSzEwMBAAMnv2bJk1a5YMHDhQatasKQDEyMhIAMjGjRslJSVFDh48qMT49++wefPmyp9tbW0FgLi4uMiiRYvk008/zXOT59ChQ7Jy5UoxMzMTTU1N6dKli1y+fLnAeO/du6dsv3Tp0nzrXLhwQWbNmiUnTpyQDRs2yAcffCCLFi2SyMhIyczMlGPHjsno0aOlWrVqyuR4n332mfz++++SmZlZUpea3hEm8WUYk3jiDzYSYTsgtgF6ie3g/0tMTJSffvpJOnToIBoaGqKpqSnt27eXVatWyaFDh+Trr7+W5s2bi4aGhgAQZ2dnadiwobi4uCjJkaWlpbK/7Oxs2bVrl+jr6xeasLu7u4ujo6N8/vnncunSpSLFmpOTo7aPtWvX/iu+w9ybJh4eHnmuY25imbt4e3u/09nvCztWcnJynt4Bt27dkocPH6rFvG7dOgkODpYHDx6Ij4+PUn779m21z7lLYGCgxMbGSmBgoNSoUUMAiJubm8yePVsePXqUJ47cRN7Y2DjfONu1a1dgO3V1dZXx48fL6dOnJScnR06fPi3jxo0TOzs7ASBWVlbyxRdfSHh4eJl76wAVDZP4MoxJPPEHG4mwHRDbAL30b28HmZmZsm/fPvn444+Vp6ktW7aUefPmyfLly6V///5ibW2tPFHt3Lmz9O/fX1q3bp1vojN16lQREYmOjs53vb6+vowZM0auXr0qDx48kMTExLeOPTU1Ve2J//vs6NGjArx8JR4AMTc3V7uus2fPlu7duytd1HPL69WrV9qhv9bhw4fzbSu5N4tylypVquQ5bwBy8uRJERFJT0+X4OBg6dOnjxgYGIienp6MGDFCrl+/rhzr7+1y/vz5kpaWphZLQkKCBAQEKF3nAUitWrXE3d1dmjZtKhUqVBAAMmPGDGWbnJwcOXv2rHzxxRdiZWUlAMTJyUlmzpwpd+/efSfXkIoHk/gyjEk8/dt/sNFLbAfENkAi/952EB0dLZMmTZIqVaoIAKlRo4Z069ZNevXqJc7OzmpPHz/44APx8/NTuji/ukyZMkVCQ0PVEurjx48r65cvXy5jxoyRffv28QnlW/p7V/CsrCxJTEyUxYsXi5ubm9SrV08AiKenp3z//fd5hiqUdbt27VKejufXvipXrqz2Ofdd8q8uf+/F8eLFC2Vegdyu+itWrJDY2Fi5d++eDB06VLS0tKRevXoFJlTh4eEybdo06dq1a55jeXl55btNZmamHDhwQPz9/ZVhBN7e3rJ58+Z/zQ2n8oxJfBnGJJ7+rT/YSB3bAbENkMi/qx2kpKTIhg0bpGXLlgJADA0NpWbNmkrypKGhIW5ubvLZZ5/JihUrZPr06fmOXa9du7Zs27ZN4uLiCjxWTk6O3L9/n0l7AZKTk+X8+fOSkJAg586dEwDi6+ubp97Tp09l48aN0qpVK+X6v9pNvG/fvsq6u3fvKmPLGzRoIAcPHnxXp/TW/vjjDwEgjo6Osnz5cunRo4fY29srT92nTZsmbm5uYmpqKsDLSfNenQgxd3n1yXpaWpps2bJFOnXqJJqamqKlpSUfffSRHD9+XC5evCiGhoZSvXp1WbJkiaSnpxcY459//imhoaHy448/yqxZs+TKlSuvPa+kpCTZsGGDeHl5CQAxNTWV4cOHS0RExD++ZlQymMSXYUzi6d/0g40KxnZAbAMk8u9oB9HR0TJmzBgxMzMTAFKzZk1l9nA3NzeZOnWqhIaGSmJioiQmJsp//vMf0dHRUUuObG1tZePGjYUmOvR6CQkJ4u/vn6erOAD5+OOPReTlMIGMjAz59ttvlRnb27RpI5MnT5YpU6YUOvP8zZs3BXg5wV9hli5dKs2aNZOHDx/K5s2bizxbe0nIyckRGxsb6dy5s1p5eHi4NGvWTHbv3p3vsIzcm09/n9W+sAQ5JiZGlixZIk5OTgJA6tevLx999JGyrYuLS4lNBnjz5k2ZMmWK0vOlWbNmsmHDBklNTS2R49HbYRJfhjGJp3/DDzZ6PbYDYhsgkfe3HWRlZckvv/yiTNRlZmYm7u7uYmhoKCqVSj755BM5f/68Uj8zM1P27NkjDRs2FH19/XyfdGpoaHAG7jf05MkTCQ8Pl7S0NLl69arUqlVLjIyM5Ntvv5UmTZqoXd+WLVuKq6ur8lmlUsnnn38uf/zxR5GPN2HCBGX7MWPGyOrVq/P0hsh98v1qAuzu7i7+/v4yZswY2bNnjyQlJRX35ShQUFCQAJBly5bluz4jI0POnz8ve/fuFTs7O9HV1ZUpU6bI9u3bpXPnzlKzZk1RqVQyevRoSUxMlJkzZ4qxsbH8/vvvec4/Oztb9u3bJ3369FG6vP99Wbt2bYmdZ2ZmpuzYsUPat28vAKRixYoybtw4jp0vI5jEl2FM4ul9/cFGb4btgNgGSOT9awcJCQmydOlSZabuhg0b5jsJ3XfffSfp6emyfft2GTVqlNq449ynha8uHTt2ZPf4AsTHx8ukSZPEy8tL7OzspGLFiuLk5CR6enp5ruONGzfk6tWr+U7S5u7uLgEBAeLm5ibHjx9/4zhWrFghAJSnzcDLCQlbtmwpM2fOlFOnTinDKXIXR0dH+eGHH6RPnz7i6empzH1QqVIlWbx48Tsbyz1mzBgBIEOHDpWdO3cW2NaSkpJk4sSJAkBWrVolOTk5kpWVJQsWLBB9fX2pWrWq2s2JRo0aybZt2wp8p3t2drYcP35chg8fLgDkp59+KsnTVERHR8vw4cPF2NhYNDQ05KOPPpITJ07w71gpYhJfhjGJp/ftBxu9HbYDYhsgkfenHdy/f1/GjRsnJiYmoqmpKX369JHTp09LnTp18k3Ix44dq7yuDIDo6OiIv7+/8nn+/Pmyf/9+2bdvnxw4cOCdPpUtT3JycuTnn3+WypUri6GhofTp00cmTZokc+bMkTFjxsi8efOU2f1dXV2lT58+MmLECDEyMpK6deuKiYmJAJDIyMhiT94yMjLyTAr38ccfKwmuh4eHnDhxIt9zun79unz66aeioaEhBgYG4ujoKC1atJCLFy8Wa4yvHvfrr79WZtfv1q2bPHnypMD6vXr1Um5YbNy4UbKzs+XOnTvSo0cP5boCkLZt2wrwcvLG1atXl6khIZ9++qkSZ+7wgDp16khQUFCBNx2o5DCJz8eKFSukXr16YmxsLMbGxtKsWTPZt2+fsj4tLU1Gjhwp5ubmYmBgIF26dJG//vpLbR9nz56Vtm3biqmpqVSoUEHat2//xpNDMImn9+UHG/0zbAfENkAi5b8dREVFyeDBg0VbW1tMTU1lwoQJcvfuXdm2bZu4u7vnSd5r1KihvCYLgGhpaeWpc+rUqdI+rXLh5s2byrvLu3XrJn/++Weh9e/fvy9OTk6iqakpI0aMkMTEROWal9RNktTUVElNTZVp06apddPP/fPZs2cL3f7mzZuyaNEiGTdunDg5OYmFhYVs27atxJ8W79ixQ8zNzcXExEQsLS3F19dXFi9eLA8fPlTq5OTkyLFjx8TPz0+5KXHv3j0R+f+TOIaHh4vIy/H1H330kahUKrG1tZXdu3eXaPxFFRsbm2dYRe5ib28vgYGBHDf/DjGJz8fu3btl7969cuPGDblx44ZMnjxZtLW1ldkdP/vsM7GxsZHffvtNLly4IG3atBFXV1flLlRCQoKYmZnJwIEDJSoqSq5cuSIfffSRWFpavtGFZhJP5f0HGxUPtgNiGyCR8tsOIiIilKSkcuXKsnDhQnnx4oVs3rw534QgdzE1NZVatWqJnp6eqFQq8fPzkzp16oiDg0OJPmV9n6SmpkpAQIDo6uqKvb29/Prrr0XarkePHmJtbS2RkZEiInLp0iXR0NCQmjVrllisf/31l/Tu3VttXoMFCxZIlSpVZMaMGW+UjMfGxsqHH34oAGTChAklnsg/fvxYJk6cKFOmTJH27duLjo6OaGtrS+/evWX16tXy9OlTpe7Ro0fF3t5eatWqVeiT9qtXr4qvr69oaGhI+/btZd26dWWil0nuJH75/Z2tUKGCzJs3r0zE+b5jEl9EZmZmsmbNGomLixNtbW0JCgpS1j148EA0NDQkJCRERF42bgBqdzkvX74sAOTWrVtFPiaTeCqvP9ioeLEdENsAiZS/dhAREaG8tzq3e3DupGnVqlUrNIHX1taWWrVqCQDp0KGDXL58ubRPp9w5deqUcj0nTZokycnJRUpmcyeTW716tYi8HNdtZWUlAOTAgQMlEuvMmTPVvn9zc3MJCwv7x/udN2+eMtb8+vXrxRBp0bx48UIWLVokjRo1Ut4Vb2hoKLVq1ZIDBw7Id999JwBe+/q3jIwMCQwMlDZt2ohKpRJjY2Px8vKSqVOnvtEkgiUhOjpaPvnkk3z//hoYGMh///tfSUhIKNUY32dlNYnXQhmRnZ2N7du3Izk5GR4eHjh//jwyMzPh4+Oj1KlSpQrq1q2LU6dOoUOHDnBycoKFhQXWrl2LyZMnIzs7G2vXrkWdOnVgZ2dX4LHS09ORnp6ufE5ISAAAZGZmIjMzs+ROksqs3O+d3/+/G9sBsQ0QUH7aQXh4OObPn4/du3fD0dERy5cvR7169bB27VoEBwcjJCTktfuwsrJCs2bNMH/+fPj5+UGlUr2DyN8vP//8s/LntWvX4tmzZ9iwYQM8PDwQGhpa4HZ//PEHAKBly5bIyMiAm5sbYmJiMHr0aLXfv8XlwYMHmD59OgDA09MTS5cuRZ06daCnp/eP9+3p6QkAuHbtGjp06IAffvgBHTp0+Mf7fZ0KFSpg7NixGDt2LJ48eYKQkBA8e/YMe/bsQdeuXZGRkQEAWLx4MZYuXQp9ff1896OtrY1hw4Zh2LBhuHv3LrZu3YqIiAgsW7YMixYtwujRo9GzZ080aNCgxM/pVTVr1sTMmTOxadOmPOtSUlKwdOlSLF++HB9//DFWrFhR4DnS2ynp/w/edr8qEZFijuWNREZGwsPDA2lpaTAyMsKWLVvg6+uLLVu2YNCgQWrJNgD4+PjAwcEBq1atAgBcvXoVfn5+uHv3LgCgVq1aOHDgAKpVq1bgMWfMmIGvvvoqT/mWLVtgYGBQjGdHREREVLxiYmLwzTffIDo6GjY2NvD09MTVq1dx7do1tXoBAQEICQlBVFQU4uPj0bZtW/Tq1QstW7aEsbExbt68iVatWkFLq8w80ym3fvrpJ8yePRtVqlTBkSNHlPLCfmYHBwejR48e2Lt3L+bOnYsTJ07g9OnTaNq0aYnFee7cOdjY2KBy5crFut+LFy8qCa6TkxNu3LiBLVu2oFevXtDU1CzWYxVFWloaBg8ejC1btihlbm5u+N///ocaNWoUeT9JSUmYOXMmVqxYgeTkZPTt2xeBgYEwNjYuibAL9eOPP2L48OF5cqNcGhoaqFixInr37o22bduWynWnN5eSkoK+ffsiPj4eJiYmRd6u1JP4jIwM/Pnnn4iLi0NwcDDWrFmDo0eP4uLFi/km8e3bt0eNGjUQGBiI1NRUtG7dGs7Ozhg5ciSys7OxaNEiREVFITw8vMA7Ufk9ia9atSoePXoEc3PzEj1fKpsyMzPx22+/oX379tDW1i7tcKiUsB0Q2wABZbcdPHv2DBMnTsTGjRuRk5MDANDX10d2djZ69+4NHx8fODk5oUqVKrC2tuaP+FKwaNEijB8/HgDw3//+F0uWLCmw7o8//ohPP/0UtWvXhohgwoQJGDhw4DuKtPj9/vvvaN++PQDAw8MDYWFh6NSpE/bt21cq8YgIAgMDMW7cOKSkpAB42av3xo0bMDIyeqN9ZWdnY9OmTfj8889RtWpV7Nq1C87OziURdqFiYmKwfPlyLFq0CGlpaWrr7O3t4eLign379qFWrVr4+uuv2bumGJT0/wcJCQmwsLB44yS+zI2J9/b2lqFDh8qhQ4cEgDx//lxtff369WX69OkiIrJmzRqxtLSU7OxsZX16eroYGBjI1q1bi3xMjomn8jb+kUoG2wGxDZBI2WsH6enpMn78eGXW+NyZxM3MzGTq1Kny6NGj0g6RRCQsLEwZlw1AQkNDC62/bt06ZV6C4hiXXhbcuXNHBgwYIPfu3ZPly5cLABk8eLDcuXOn1GK6deuWdOvWTfleNmzY8Fb7efHihVhYWCh//86fP1/MkRbduXPnlLksevbsKd27d1fOz9DQUFq2bCkApHbt2nLhwoVSi/N9UFbHxGsU332E4iEiSE9Ph7u7O7S1tfHbb78p6x49eoQrV64o425SUlKgoaGhdocp93PuHWoiIiKi8iowMBCVK1fGwoULkZWVBUtLSwwbNgw7d+7EgwcPMGvWLFhbW5d2mARg3rx5sLCwUD6/rnenj48P+vXrh8uXL6NZs2YlHd474eDggPXr18POzk7pVbB27VpUr14dNWrUwLlz5955TDVq1MCOHTtw7do1zJ07F926dSvSdp988gkqVaoEc3Nz2NjYoH79+oiNjVWewLu7u2P+/PlISkoqdNhESXB3d8eNGzeQmpqKoKAgBAcH4/Hjx+jZsyeSk5Nx/PhxAMD169fh7u4Of39/xMTEvNMYqWSVahI/efJkHD9+HPfu3UNkZCSmTJmCI0eOoF+/fjA1NcXgwYMxduxYHDp0CBEREfjkk09Qr149tGvXDsDLrvUvXrzAiBEjcP36dVy9ehWDBg2ClpYW2rRpU5qnRkRERPTW7t69Cz8/PwwfPhwJCQlo3749Tp06hZiYGKxcuRJdu3blBFZlyMmTJ/HLL7/g2bNnStmLFy8K3cbGxgabNm0qlW7Z74KhoSEWL16sfL5z5w4aN26MVq1aKZP6vUu1a9fGxIkTizSePT4+Hps3b0ZsbCyeP3+Ohw8f4q+//gLwchhErtz9mZubY9WqVcjKyiqx+POjp6cHDY2X6ZyVlRWCgoIwaNAgAEDv3r2xc+dOiAg2bdqEatWqYdmyZe88RioZpZrEx8TEwN/fH05OTvD29saZM2cQEhKijKf57rvv0LVrV/Tq1QvNmzeHgYEBfv31V2WMl7OzM3799VdcvnwZHh4eaNmyJR4+fIiQkJBin7CDiIiIqKSlp6dj1qxZcHFxwYULF7B161akpqbi4MGD8PDwKO3wKB8PHz7EkCFDUL16dSVBcnNzg62tbSlHVvpGjRqF9PR0tbkBjh8/Dnt7eyQlJZViZIW7deuW8mdfX18AgEqlgqurK2rWrImxY8cCAL744gv0798f1atXx2effYY6deqobfuuaWhoYN26dRARBAUFKTcegJfzkI0aNQqNGjVCWFhYqcVIxaQEuvaXOxwTT2Vt/COVDrYDYhsgkdJrBydPnpTatWuLlpaWTJgwQRITE4t1/zk5OZKcnKx8zszMlJs3b8qYMWPExsZGli9fXuC22dnZEhYWJuvXr5czZ86ozUf0bxYVFSV2dnZiY2MjPj4+AkBmzZpV2mGVSXFxcWJra6uM3e7evXtph1Sg1NRUJU4RkfXr1wsA8ff3l6ioKHn27Fm+723PXc6ePVvKZ/BSSkqKfPnll0pc+vr6yrj+//znP3y/fBFwTDwRERER5ZGYmIiRI0eiRYsWMDExwYULFzBv3rx8Z9B+mzl/cp+EamhowNDQEFu2bMEnn3wCIyMj1KxZE99++y0ePHiAyMjIPNs+ePAAQ4cOhbW1NTw8PDBw4EA0bdoUV65ceatzfZ/ExMTAz88P+vr6OHbsGA4ePAgAOHHiRClHVjaZmpoiMjJSeQ1027ZtSzmigunp6cHQ0FCZLXzAgAHYvHkztm7dCmdnZ5ibmyvd2AcPHoxvv/1WbfvcNxSUNn19fcyfPx/p6ek4c+YMvvzyS+jr60NE8P3336NGjRrYu3dvaYdJb4FJPBEREVEpOXLkCOrXr4/169dj8eLFOHnyJOrVq5en3p49e6BSqaCpqYk1a9YUad9Pnz5FYGAgatSogS+++EIp79evHzZv3qy8btfPzw/Pnz9HYGCgUickJETpEr569Wo8ffpUWde7d+98Y/w3iYiIQKNGjRAfH49du3bh2rVryrqRI0eWYmRlW4UKFbBy5UoAgJ2dXSlHU7j79++rtfu+ffuqfbe5N9TWrl2LunXrIjExEQkJCdi5cyeWLVv2zuMtjI6ODpo0aYIZM2bgzp072L59O1xdXfH06VN07twZ/v7+iI+PL+0w6Q0wiSciIiJ6x1JTU/HFF1+gTZs2sLOzQ2RkJP773/9CU1MTd+/exdy5c3Hs2DGICMaOHYsuXboo2969e/e1+9+4cSOqV6+O4cOHo2XLlvD29s63Xnh4OHbt2gUzMzOl7JtvvkGnTp2gp6envAGoUqVK8PDwwNKlS7F169Z/9bunf/75ZzRv3hzW1tY4d+4cHB0d4e/vD+DlDZLTp09zJvBC+Pr6onHjxli9enVph1KoChUqQEdHR/mcmJioNlGfg4MDgJcT5nl6esLIyAjGxsbo2rVrmb7JpaWlhR49euD8+fNYt24ddHR0sGXLFjg5OeHQoUOlHR4VEZN4IiIionfo8uXLaNSoEQIDA/Hf//4Xfn5+OHjwIAIDA+Hp6Ynq1atj8uTJ6N27N65evYpvv/0Ww4cPB/DydVmzZs0qdN9+fn7o378/vLy8cP78eWzduhXDhg1D5cqVsWTJEty8eRN6enqwtLREo0aN1LaPiIjA+PHj0a9fP3z55ZcQEdStWxcRERE4deoU/jWZekAAACAASURBVPOf//zrEvjMzEzs2bMHsbGxmDx5Mvr06YPu3bvj2LFjUKlUGD16NOLi4tC7d29s3rwZs2fPxvnz50s77DKtX79+2L9/PxISEko7lCJJS0tDkyZNAADdu3cH8PJm2uDBg3Hp0iUYGhqWZnhvJDQ0FE5OTvDx8cGOHTvQunVr5OTkICYmBu3atcO4ceOQkZFR2mHSa2iVdgBERERE/wa541DHjRsHe3t7ODs7Y+nSpdDV1UVWVhZERG3Me0BAACZPngwLCwuMHj0aq1evRps2bZSxuK+aN28epk6dCgcHBwQFBaFXr17IyclBdnY2evbsiZ49eyp1GzZsiFOnTkFElKQ8NTUV7dq1Q4MGDbBy5UrlPd8///wzbGxsSu7ClGE///wzpk+fjujoaACAtrY2Zs+ejUmTJiEzMxMdO3ZU5hLQ1dUF8HIW8zp16pRazOVBixYtkJmZiYiICHh5eZV2OK+lUqlw+/ZtfPjhhwgKCsKaNWtw+PBhTJs2Ddra2qUd3hs5ffo0oqOjER0djU6dOuHhw4eoXr067ty5g88//xxL/x97dx5Xc/o//v9x2hdFpJiRrexbZClERESUfettzb4vYx1jzzJ2YzB2IqFNQ0h2IrIvYzCyb02LJK3X7w/fzm/6ZCmqU7rut5vbrV6v13Vdz9fpVc7zXNvKlRw/fhxPT08qVKig6nClT5A98ZIkSZIkSTksJiaGjh07MnLkSGrVqsWLFy+IjY3l8OHDxMbGMmTIEGUCb2RkRMeOHRk0aBABAQFERERQrlw5fvjhB06dOvXR+vfs2cOUKVMYMWIEK1euZN++ffz4449oaGhQvHhxLl68CEBKSgqBgYHcvn0ba2vrdL3qx44dIzIyEg8PD96/f4+Pjw8Av//+ew6/OnlTWq+7rq4uS5cuZc6cOdy7d4+pU6eiUCgIDQ1Ntxigh4cHf/zxB9HR0Xl+vreq1ahRg2rVqjF27FiEEKoO54u0tbXp3bs3+/btQ0tLi06dOrFnz558+XMeNmwYP/30E2pqagghOHToEPfv31d+yBgSEsKbN2+oXbs2u3btUnW40ifIJF6SJEmSJCkHnTt3DnNzc/z9/QG4efMmvXr14uLFixgZGaGlpcXq1asBOHnyJFFRUfj4+BAdHa2so02bNjx69AhXV1cOHjyIm5sbBgYGqKmpoVAo6Nq1KwArVqygTZs2XL58md69e7Nx40YsLCxo3LgxxYoVQ19fnzZt2lChQgX27NmTLs6DBw8CUKlSJUxMTJTH8/Iq4l9LCMG+ffto06YNR48ezXB+3759zJ8/n7FjxxISEsLYsWP5+eeflSurw4epB2kCAwM5duwYAwcOVK5oLn2alpYWK1eu5PLly/liz3JXV1c2btyo/D5tUcj8qHDhwixatIjAwEAuXbpE1apVCQoKUp63srLi0qVLODs706NHD0aNGiWH1+dF2brRXT4l94mX5N7QkhDyOZDkMyB9kJ3PwR9//KHco7lHjx7C29tbREdHCyGECA4OTre3dNrxMmXKZNh3WqFQiE2bNn12b+pu3bqJTZs2iZMnT4rU1FRlDLGxseLXX38Vc+fOFQsXLhShoaHpzgshhIeHh7KeFi1aKL/u06ePMq7vxevXr4Wjo2O6127o0KHi0qVL4sGDB8Le3l4Awt7e/rP7aNvY2Ag9PT0BiCtXruTiHXwfkpOThaGhoXBychJJSUmqDuez/vusfE97q0dGRorWrVsLXV1dcfTo0XTnUlNTxerVq4WmpqawsrISt2/fVlGUqpVX94mXSbyQSbwk37hLH8jnQJLPgCRE9jwHKSkp4qeffhKAaNSokbhz50668yEhIcqkwNzcXDx48EAIIcTDhw8/mqB37NhRWFpaCkDUrl1bebxXr17i7t27X51YxMfHi/Hjxys/ZPjvBwvf2+9BVFSUcHZ2FgYGBkJNTS3Da/zjjz+Krl27CkBs27ZNpKSkfLKuJ0+eCF1dXQEIDQ0N+R7yK/n7+wtArF69WtWhfNLly5eVz8iiRYtUHU62i4+PFw0bNhQ//vij+PvvvzOcDwkJEZqamkJTU1OcP39eBRGqVl5N4uVwekmSJEmSpGz09u1bXFxcWLx4MbNmzeLUqVNUrFgx3TVqampYWVkxbtw4mjZtiru7OwqFQjnHVldXlxs3bjBixAjU1NSIjo7mypUrLFmyhKioKPT09Dhx4gQeHh5YWFhgYGDwVbGOGTOGVatW4e7ujoeHBzdu3ADgt99+y3cLdn2Jr68v/v7+ODg4MGzYMACcnZ3x9PQEoF69etjZ2QEfFv771AKCkZGRuLq6Eh8fD8Ds2bMpVqxYzt/Ad6h9+/YMHDiQkSNHsnbtWlWH81G3bt1Sfv3HH3+oMJKcoaOjg6enJ3p6etSoUYP+/fsTFxenPG9tbc3+/fsxNjamUaNGbN26VYXRSko58pFCPiN74iXZ+yYJIZ8DST4D0gff8hw8f/5c1KlTRxgYGIiNGzeKsLAwceLECbF8+XIxceJEMXPmTFG6dGmhpqYmrl27JqysrDL0CG/ZskUIIURAQEC641WrVhU7d+4UgDh69KhISUlRDotPSkoSsbGxWYo1NjZWWffjx4+Fl5eXUFdXF+PGjcsw3P578M8//2R4rXfv3i1+//135ff//vuvUFdXF3/88UeG8seOHRP169cXJUqUEEZGRsLQ0FBYW1t/tsde+rLk5GQxcOBAAYiAgABVh5PB27dv0z0z36vY2Fjh7u4u9PX1ReXKlcWQIUPE5s2bRXR0tEhNTRVHjhxRvgaLFy/+Lv9GfExe7Yn/fp/ELJBJvCTfuEtCyOdAks+A9MHXPgdnzpwRhQsXFhoaGkKhUKR746+trZ0hgZwzZ47Yu3ev8vu9e/emq8/JyUk5zHvdunUiJiZGtG/fXgCiVKlSQktLSwBiwoQJwsLCQgDCyMgoS2+uJ02alC4mGxsbkZCQkKX7zk927NiR7n43btwoUlNTld/fuXNHaGlpiVWrVqUr9/TpU6GhoSEAYWtrK4KCgoS6urpYunSpiu7k+5KSkiKcnJxE4cKFxc2bN1UdTgb/fUb8/PxUHU6OOnfunChUqJDyfkuVKpXud6ZBgwYCEMOHDxfJycmqDjfH5dUkXg6nlyRJkiRJ+kZhYWE4OTnx9u1bOnTowLp16zh48CAXLlzg2LFjvHr1ijdv3uDk5ASAu7s7U6dOpVOnToSGhnLjxg06deqUrs60vcYjIiKwtLTE0NCQefPm4eLiQmJiIo0bNwZg8eLF3Lt3D4CuXbum2zbuS+bPn8+VK1fw9/fnzp07nD59Gi0trex4SfKc6Oho1qxZA8DgwYO5desW/fr1QwhBsWLFGDBgAKGhoSQmJtKkSRN8fHxwcnKiTJkyVK9eneLFi3P9+nWOHTtGYGAgKSkpDBo0SMV39X1QU1Njx44dmJmZYWdnR1hYmKpDSkehUJCcnIyzszN9+/YlIiJC1SHlmAYNGvDo0SPCw8N58OABtWrVUp5r3rw5tra2mJmZ8fvvv+Pi4kJSUpIKoy3AcuQjhXxG9sRLsvdNEkI+B5J8BqQPsvocnDx5UhgYGIgGDRqIFy9efPSaq1evCgcHhywt4lWpUqVPDuP976r3af+mTJlSYIa4fo3BgwcLQPj4+KQ7fujQoXSvY6tWrcTo0aPTHTMzMxOtWrUS7du3F1WqVFG+3lL2ev36tahXr54oWbKk2LZtm4iLi1N1SOmkLQJ5+fJlVYeSq5o0aSIAYWJiIoyNjQUg2rVrJzQ1NYWTk5N49+6dqkPMMbInXpIkSZIk6Ttz9OhRWrVqRd26dQkKCsLU1DTDNXFxcdSqVYvDhw+zb98+5aJqX3Lr1i22bduGt7c3UVFR6c5Vr14da2trGjRoAMCgQYOYN29elnrhC5p+/foB8ObNm3TH014ze3t7li9fzqFDh1ixYkW6ax4/fkxwcDDJyck0aNCAoKAg5s2blzuBFyDGxsZ4enpSuHBhevfujampKStXrkQIoerQ8PPzY8mSJXTp0iVd73RBkDaCZdmyZbx69Yro6Gj27dtHQEAAwcHBtGvXjnfv3qk4yoJFQ9UBSJIkSZIk5UfHjx/HyckJW1tb/Pz80NXV/WKZs2fP0rBhw3SrmcfHx7Njxw7CwsKoVasWAwYMQFNTEzU1Nf73v/99tJ6qVauio6PDmTNn2Lx5M3379s2u2/pu1a1bFzU1tQzJRsuWLRFC8OjRI+XuAP9lYGCAjo4OXl5eNGvWLLfCLbDMzc25ffs2f/31F1OnTmX06NGEh4ezdOlSlcUkhGDmzJmULl2abdu2FbgPyw4cOABAo0aNUCgUFC5cGIBWrVpx8OBBHB0dcXFxwd/fP1N/B6VvJ3viJUmSJEmSsuj06dO0bduWxo0bfzGB19fXx9fXF1tbWxYsWICtra3y3KlTp6hQoQKDBw9m3bp1DB06FEtLS06cOEFiYiIAKSkpPHnyhISEBABevXqFg4MDV69e5ciRIzKBzyR1dXWqVatGSEjIR88XL15c+bWamhoVK1Zk7dq1PH78mBcvXsgEPpdVrlwZHx8fFi9ezPLlyzlx4gSnT58mLCws13vmDx8+zNWrV1m6dCk6Ojq52nZe8OOPPwLw8OHDDOeaNGnC/v37OX36NB06dFD+nZJylkziJUmSJEmSsuDq1as4OTlRv379TPfAu7i4cPLkSWrWrMnt27cJCQnh4cOHODs7U758ef766y9iY2Pp3r07t27dws7ODgsLC4YNG4a5uTlmZmbo6OgwZswYateuzfXr1wkKCqJJkya5cMffByEE5cuX5/z58x89/9+f44gRI7hz5w6DBw+mcOHCn9wzXsp5Y8aMwdbWFldXV2xtbalbty6NGzfm7du3uRbDlStX0NPTo2PHjrnWZl7StWtXrK2tGTVq1EeHzdvZ2REQEMCxY8fo3bs3KSkpKoiyYJF/kSRJkiRJkjLpn3/+oXXr1pibm+Pv74+enl6Wyru7u2NpaUnDhg0pW7Ysenp67N27lwoVKqCvr4+npyd//fUXwcHBWFtbs337dho1akT79u0B2L17N3Xq1OHatWtYWVl9sb2nT5/y66+/0qNHD86ePftV9/y92LVrF/7+/nTu3PmT14wZM4YBAwbI+e55iLq6Ojt27EjXw3v27Fl+/fXXb647NTWV9+/fA/D27Vu6detG48aNadOmDe3bt+fw4cPs2bMHc3Nz3r17h6+v7ze3mR+pq6vz22+/ce/ePdq2bUtcXFyGa+zt7dm1axd79+5l5MiReWIdg++ZnBMvSZIkSZKUCVFRUTg6OlKoUCECAwMxNDTMch1t27aldevWjBs3DkNDQyZMmKCcX5qmUqVKVKpUiebNmwMQFBSEg4MDa9euxcfHhxUrVlC+fPkvtpWamkq7du24fPkyAC9fvuTo0aNZjvl7YWxsDECVKlU+ec2yZctyKxwpC0qVKsXOnTtp2bKl8tjs2bOpU6cOzs7OX1Xnjh07GDVqFLGxsZiYmFC2bFnOnDkDQLt27Xjy5AmtWrUCoHTp0pQvXx43NzcsLS0z9fv3vbGysuLgwYM0a9aMrVu3fnSBzrTtNQcOHEjZsmWZOHGiCiItGGQSL0mSJEmS9AWJiYl06tSJiIgIzp8/j4mJyVfXpa6unmH1889J64UfMmQIQKaHqp4/f57Lly+zadMmpk2bRr169bIe7HdCCMGJEydQKBTp1iSQ8o8WLVqwdetW+vTpozzm4uJCWFgYderUyVJdJ0+eZOjQoTRp0oTmzZvz+PFjNm/eDHxYrG3fvn0kJyezc+dOfvzxRyZMmMD169fR1NSkVatWnD17Nt0aCgWFhYUFycnJpKamfvIaNzc3wsPDmTx5MhYWFgV2CkJOk8PpJUmSJEmSvmD06NGcPn0aX19fLCwscrXttOG+AI6OjlSoUCFT5Y4dOwbA//73P+Li4jhz5kyBnas6ZcoU5s2bx+DBgz+6Ar2UP/Tu3ZvRo0enO1avXj1+/vnnTNcRFxdH+/btqVWrFh4eHowbN45ly5bx8uVL3r59S2BgIAAaGhr07t0be3t7jhw5gpqaGq6urrx69YrJkydn633lB0lJScq/ff8dEfExs2fPpkuXLri6unLlypXcCK/AkUm8JEmSJEnSZ2zevJm1a9fy+++/5/pCcpGRkem+/9SWcx+Ttg3Wy5cvmTRpEmfOnGHWrFkMGzYMY2NjBgwYkK2x5lV79+5l4cKFzJw5k99++03V4UjfqFy5cum+T01NZd68eSxdupTk5OQvlo+KiiImJoYRI0ZQpEgR5XFtbW309fU/un1csWLFcHNzY+vWrTg5ObFp0ybWrl1LhQoVMDEx4dmzZ99+Y3lcQkICcXFxDBs2jEqVKn32WjU1NbZs2ULlypXp1KkTUVFRuRRlwSGTeEmSJEmSpE+4fPkyQ4cOxc3NDTc3t1xv/9SpU8CH4b9Ahvnzn5PWa9a4cWMmTpzI0KFDmTNnDmvWrOHff/9l8+bNxMfHZ3/Qecg///zDgAED6NKlC7/88gvq6uqqDkn6RqNHj2bXrl0Zjo8fPz5T01RKlSqFpaUl69aty9Lia8uXL6d58+YEBARgZGTEnDlzuHfvHq9fv6Z27dpZuof8zNTUNFPX6erq4u3tTVRUFK6urp8dgi9lnUziJUmSJEmSPiIuLo7u3btTrVo1Vq1apZIY7t+/j56eHpqamgBZWkwvbYX18PBwYmNj6d+/Pxoa//9ySEIIjI2NadGiBcOHD6dz5860adOGJk2aUKZMmSz1+udFMTExODs7U6xYMTQ0NPD09FR1SFI26datG8nJyYwfP155rGjRokyfPp0lS5Z8sfzQoUM5duwYERERmW5TS0uLvXv3UqNGDaKionj27BlHjhyhfv362NnZfc1t5Cuampro6ekRHR2d6TLlypVjx44dHDhwIEvrgEhfJpN4SZIkSZKkjxg/fjxPnjzB09MTHR0dlcQQExNDkSJFuHjxIkCm58ND+rn08+fPp2HDhsrhxufOnePSpUvMnDkTfX19Tp48yZs3b9DR0aF06dLK+cJv3rzJ3hvKJY8ePaJNmzY8fvyYYsWK4enpKVee/86oq6szbdo05feRkZE0bdqUCRMmMGXKlM+u/1C6dGmAj+55/jmFChXi6NGjuLq64uLigpmZGaGhoezevTtLyW1+pK2tTadOnfDw8MhSOUdHR8aNG8ekSZOUO2VI304m8ZIkSZIkSf9HaGgomzZtYuXKlVSsWFFlcZw6dQo1NTWqVasGfNhuLrP8/f2VX69atYphw4Zx9+5dtLW1adWqFa9fv+ann37C39+f69evc/jwYXx8fPDw8KB3794ArFy5MntvKIcJIdiyZQs1a9bk8ePH9OzZU/kByKRJk1QcnZTdjIyMOH78uPL7gwcPMnLkSBYtWkSHDh1ITEz8aLm0bQa/NqmcOXMm06ZNw8DAgLZt2wLg7e39VXXlJ3p6ehQtWjTL5dzd3alevTqurq4kJCTkQGQFj0ziJUmSJEmS/iM6Opp169bRpk0b+vfvr7I4EhISOHbsGH379qVx48YoFIp0vetfUqlSJeLi4khNTSU+Pp7ly5djYWHBhQsXMDQ0ZM6cOZ8s26FDB0aPHs306dO5fft2dtwOKSkpODk50axZM16+fJktdcKHxH3VqlW4uLhQu3Zt+vXrR/v27bl27Rp3794FoGbNmnKrq0wQQuS70RdNmzYlJiZGuQaEpaUlf/75J4cOHaJXr14fnYtdpkwZypcvz9GjR7PUlre3Nzo6OlhYWFCvXj1KlSoFfBjeb21t/e03k8eVK1eOR48eZfn3V1tbm61bt3L37l3mzp2bQ9EVLDKJlyRJkiRJ+o/JkyeTmJjIunXrPrpSdW7R1tamdevWHDx4kD179iCEwMrKKkt16OnpZbiHypUrExERwV9//fXJcurq6mhrawMfVrfPygJg/3X37l3Wrl1L06ZN0dDQYP/+/Rw/fpzDhw9/VX137txh8eLFnDt3jidPnrBz506aNm3KqFGj8Pf3p0aNGgQGBrJt2zaKFCmCmtqHt7q//vqr8mvp06ZNm8aYMWM4d+4cjx8/VnU4mWZoaMiJEydYvHgxPXr0wNHRES8vL/bu3avc//3/aty4Mf7+/sTGxn6y3n///ZfTp09z4sQJoqOj6dy5c7rzqamp7N+/Hy8vLxo1aoSfn1+23lde06pVK+Lj4zl37lyWy9aoUYNp06Yxf/58rl27lgPRFSzyr5kkSZIkSdL/c+7cOTZt2sSCBQuUvWyqIoQgNjYWAwMDvLy8aNKkyTevgh0XF0eLFi1ITk7Gy8vrs9fWqFEDgK1bt6KmpsbQoUOz1FZqaiq2traMGDGCe/fuUbRoUeUe31n9cCQlJYX58+dTs2ZNfvrpJ2xsbDAzM6NXr14IIdi6dSsvX75k+/bttG7dWllu1apVbNiwAQcHhyy1V1B16dIFfX19bGxsKFeuHF26dOHt27eqDitTfvjhB8aPH4+uri4ALi4udO7cmbFjx35067mff/6ZyMhIpk+f/tH6Jk+ejKmpKba2ttjZ2TF27Fg6d+6MpaUlz58/x9fXlwkTJlC8eHHgw/oVHTp0oHLlyixevPi7HDZesmRJNDU1OXz48FetNj9lyhQqVKjA8OHDv/qDQen/EZKIiYkRgIiIiFB1KJKKJCYmCj8/P5GYmKjqUCQVks+BJJ+Bgi05OVlYWVmJOnXqiOTkZFWHI86cOSMAsXnzZuHi4iJKly79Tc/m+fPnhbq6utDV1RUnT5784vVJSUnC3t5e6OvrC0D07ds30229fPlS9O/fXwDizJkzyuPx8fFCW1tbTJ48OdN1paamisGDBwuFQiEmTpwoJk2aJAChr68vnj17lul6pMw7cuSIqFSpkgBEt27dRFRUlKpD+iodO3YUgIiNjf3o+VmzZglNTU1x4MCBDOcKFSoknJycxPXr10Xp0qVFmzZtPlpHSkqKWLt2rQDS/StRooTw9vYW3t7eYseOHSI8PDxb701V5syZIwDh5ub2VeWPHDkiALF9+/Zsjixn5PT7grQ8NCYmJkvlZBIvZBIvyTfu0gfyOZDkM1Cwbdu2LUPSqUqTJk0SpqamIjk5WRw6dEgAIjAw8Kvqio+PFzVq1BAVK1YUV69ezVLZa9euCUD8+eefmbp+w4YNQk9PTxgYGIgNGzZkOG9vby8AERYWlqn60n4uGzduVCYQgDA0NMzSfUhZk5qaKkxMTL4pYVO1c+fOCUD06dPno0lSQkKCcHJyEoULFxZPnz5Nd87CwkIMGTJECCFEmTJlRO/evT/b1pYtW9Il8SVLllR+XahQIQGIxo0bi9OnT2ffDarIqlWrBCAuXrz4VeU7d+4szMzMRHx8fDZHlv3yahIvh9NLkiRJklTgJSQkMH36dDp27EjDhg1VHQ4A165dw9zcHHV1dWrWrAmQpYXt0ty/f58qVapw/fp1JkyYoKwrs06dOoWGhgYtWrT44rXLli3Dzc2Nnj17Eh4ezoABAzJck7Z/fVRUVKbaDwoKolKlSvTv358NGzYoj8+cOfOz5Z49e0bfvn3p3LmzcoV6KfMUCgVt2rQBPiwelx81aNCALVu2sHv3bqpUqcLp06fTDePW0tJi8+bNFCpUiGrVqtGxY0dGjhxJjRo1uHfvHjY2Nrx//56HDx+yffv2z7bVtGlTOnXqxNixYzl37hzDhg1Tnkv73Tl9+jSNGzdm2rRp9O3bl5kzZ5KUlJQzN5+DBg0aROfOnZk0adJXDat3d3fn+fPnrF69OgeiKxhkEi9JkiRJUoG3fv16Hj9+rEww8wJra2tCQkJ48OCBcpG5169fZ6mOcePGUb16dZKSkjh79ixubm5ZjiM8PBwzMzNlDB8TFxfHoEGDlPtB//HHH5/ciqpevXro6elx5cqVTLXv6OjInTt3uHfvHra2tpiamjJs2DBGjRr12XILFy5k69ateHt7p9tuT8q8tWvX8ujRI1xdXVUdylfr06cPd+7cwdjYGFtbW0qUKJFuOzhjY2POnDnD8OHD+fPPP/H19cXS0pLAwEB69+6t/OBMfGEOd0hICN7e3ixbtgxra2uePn2qPPd/F7w7d+4cW7duZdasWYSFhWXj3eYOLS0thg8fTnBwMIGBgVkuX6FCBdzc3HB3d//swoLSp8kkXpIkSZKkAi0xMZFFixbRs2dPKleurOpwlDp06IAQgpcvX2JkZIS5uTkHDx78Yrnr16/z888/U758eZYtW0a3bt0ICgrCxsbmq1bbf/z4MaVLl/7k+bi4OKysrPDw8GD9+vUsWLDgs+1ERkby/v17ChcuzObNm3F3d/9s+y4uLhgaGrJ582a2b9+u7MFTV1f/bDkfHx/GjBlDoUKF5CJaX0lbWxszMzNVh/HNzMzMuHTpEkeOHKFu3bp07twZW1tbtmzZQkxMDGXKlGHu3Lk8efKE8PDwdAskFilSBCsrKzp16vTZNrp3746npyddu3Zl9erVrFq1iosXL3Ljxg1mzpyJm5sb79+/5/3792zdupUNGzawd+9eGjRokBsvQbZr2rQplSpV+uoV+adOnUpsbCzr1q3L5sgKBg1VByBJkiRJkqRKO3bs4PHjx0yePFnVoaQTFxcHgI6ODgDly5dXHvsUDw8P/ve//1GoUCEcHR2ZMmUKbm5u37RV3pMnTyhTpkyG4+/fv2fZsmWsW7eOJ0+ecOLECRo1avTF+jZs2EBqairbtm3j1KlTAEyYMAEtLa2PXq+rq8vAgQNZtGgRzZs3x97e/ottzJo1iydPnnDz5k3evn37zav6S/mfuro69vb2NG/enP3797NgwQL69evH+PHj6dOnD9WqVWPjxo0YGRkxadIkmjRpoix78+ZNwsLCWL58OQ8fPkRDQwN7e/t0OyEoFAq6d+9O9+7dlcfStoSsVq1aulhKlSr10akmvobMAAAAIABJREFU+YlCocDS0pLjx49/VXkzMzN69+7NkiVLGDFihPLvnJQ5sidekiRJkqQCSwjB8uXLcXJyyvBGW9UMDAwACA4OJjw8nKCgIGxtbTNcl5KSwsmTJxk2bBh9+vTB2dmZyMhIdu/ezcCBA795r3tdXV0iIyMzHF+yZAlTp07FxsaG0NDQTCXwgLJn9/bt2zg7OwN8dAuw/1qwYAH169dnxowZmWojbR/roKAgevbsiYuLS6bKSd8/hUKBk5MTp0+f5smTJ/Tq1YudO3fi5uaGhoYGL168wM7OjvXr1yvLpH3ANHbsWJYvX86aNWtwdHSke/fu3+VWcpnVuHFj7t2791Xz4gEmTpzIixcv2L17dzZH9v2TSbwkSZIkSQXWmTNnuHbtGiNHjlR1KBlUq1aNsWPHMmnSJOWiWv9ddC8xMZHz589Tv359mjZtyr59+/j555/ZunUrmpqa2RZHy5YtOX78eIZE+88//6RHjx54enpSp06dTNfXq1cv3r17x5MnT7C3t0dbWxs9Pb3PltHQ0MDZ2ZmbN29mqo2qVasqv3706FGmy0kFy48//sjKlSt59OgR9+/f58SJE1y4cIFhw4YxaNAg5s6dS3R0NP/++y/Pnj3j3bt3JCcnExsby+zZs/Hy8uLYsWOqvg2VSRtKHxMT81XlK1asiIODg1zg7ivIJF6SJEmSpAJr3bp1WFhYZGrldVX49ddfsbS05JdffgGgdOnSHD16lMWLF1OjRg2sra2JiYnh2LFjPHr0iFmzZlG4cOFsjcHU1JT4+HhSUlLSHX/27Blly5b9qjp1dXXR1tZGW1ubxMREHj9+zJIlSzh79uwny+jr639xOkEaS0tL5denT5+mVq1aHDly5Ktilb5/WlpalC9fHoVCgZqaGqtWrWLGjBlMnz4dIyMj2rZty/Hjx/Hw8OD9+/coFAqGDBkCwJs3b1QcverMnj0bXV3dr1owM82wYcMIDQ3l8uXL2RjZ908m8ZIkSZIkFUhv377Fx8eHvn37oqaWN98SqaurM2XKFOX3PXv2xN7eXrlwnY+PD1evXsXOzi7H7iE2NhZNTc10c9YjIiJ4/Pgx5ubm31R3xYoVEULQrVs3JkyYQKNGjfjnn38+em1cXBxaWlqZWqTu5cuXAOliXrlyZaa3tZMKNoVCwcyZM7l16xZr167lxYsX9OzZk0GDBlGjRg0A5W4NmV1dXQhBaGgoiYmJORZ3bmvYsCFz5sxh3759REREfFUdbdq0oXjx4nh4eGRzdN+3vPk/liRJkiRJUg7z9/fn3bt39OrVS9WhfNZ/F3J79+4dq1evJj4+nsDAQOzs7NiyZQstWrTg/v37OdJ+kSJFSEpKSvcmfcGCBRgYGCjntH+ttATozp07ymO1a9fm1atXGa69fPkylpaWmZrj36dPH2XsCxcuRFNTk4CAAGbNmvVN8UoFS5UqVRg8eDBXr17lr7/+AuDBgwds2rQJQ0NDChUqlO7Z/ZyFCxfSoEEDjI2Nsba25vnz5zkZeq7p06cPOjo6uLm5fdX6AJqamnTv3p2dO3dmGO0jfZpM4iVJkiRJKpB8fHxo0KDBVw8Jzy2hoaHAh63WgoODqVy5MqNHj6Z06dIULVqUESNGEBwc/NHENzs0b94cNTU1AgIClMeOHj1Kly5dMDY2/qa600YPREZGsn//fp49e8abN2/S7T0thGDTpk14e3tjZ2f3xTq7dOnC3LlzWb16Na9evWLSpEkkJSUBsGLFim+KVyq4KlWqREpKCm5ubgwYMIA//vgDLS0t3r59+8kySUlJdO/eHTMzM+WImtjYWM6fP88PP/zA6tWrSUlJUSa/r1694u7du4SEhODr6/vFBR/zAmNjY9asWYO/vz+VK1cmJCQky3V0796dFy9eKBeklL5MJvGSJEmSJBU479+/59ChQ9/ck5wbHBwccHBwwM/PD1NTU+zt7dm7dy+Ojo5s374dJycnihUrlmP7TZcsWZLKlStz5coV4MOK75cvX6ZmzZrfXHfa9lTlypWjdevWlCxZkqZNm9K3b1+mTZtGfHw8zs7ODBgwgD59+nxxdfpz586xd+9eVq5c+dH9zZs1a/bNMUsFl5qamnJf88GDB2NhYYG3tzcvXrz46PXr1q3Dy8sLhULBhg0blMdnzpxJr169GDFiBJqamhQrVozGjRtjampKxYoVadiwIR07diQ4ODhX7utbubq6EhYWhqmpKQ4ODp+cEvMpDRo0oHjx4uzbty+HIvz+yCRekiRJkqQC59SpU8TFxeHk5KTqUDJl/fr1TJw4kS1btnDr1i0ePXrEunXraNOmDUFBQYwaNSpH5/WXLVuW8PBw3r17h4ODA5qamgQFBWVqfvrnpA1FrlevnjL+3bt3079/f9zd3alZsyZHjhzB39+f9evXf3bV/fDwcGxsbADw9vamSZMmym364MMc5h9++OGb4pUkNTU1Za96aGgor169ws3NjcePH+Pr60vjxo1p1aoV4eHh7Nu3DzMzMx49epRuX3gLCws2bNjAunXrWL16NV26dOH69es0b95c+QwD3Lp1K9fv72vVqVOH/fv3Y2RkRN26dZUf+mWGuro6bdu25cCBAzkY4XdGSCImJkYAIiIiQtWhSCqSmJgo/Pz8RGJioqpDkVRIPgeSfAYKjqlTp4rixYuL1NRUVYfyTebMmSO0tLTEixcvcrSdIUOGiNKlS4tq1aoJQPnvxIkTX13n27dv09UVExOjPLd06VIBCHV1dXHgwIEv1vXu3TtlPTNnzlQeb9asmQCEiYmJ8vz9+/e/OmZJEkKIpKQkMXbsWOUzVahQoXTPsrq6ujA1NRWA6Nq1q7LciBEjBCB8fHw+WXdqaqoICQkR9erV++bfMVWIjIwUVlZWokyZMln6v3Tbtm0CEK9fv87B6LIup98XpOWh//37lxmyJ16SJEmSpALnxIkT2NnZZWqRtLwqMjKSxYsXM2TIEExNTXO0rf79+yv3W+/UqRMlSpSgVKlS+Pj4fHWdt2/fTvf9xYsXlV937tyZtm3bcv78eRwdHb9YV1qP5fjx45VD7m/fvs2pU6eAD3ON0+bTf+0q2pKURkNDg6VLl3Lv3j2ADPPiU1JSsLCwYMiQIezYsUN5fPHixVy7dg0XF5dP1q1QKLC2tmbhwoWUKlWKpk2bMnXq1G8e9ZJbjIyMWL9+PQ8fPmT37t2ZLte0aVMATp48mVOhfVdkEi9JkiRJUoGSkpLCpUuXsLa2VnUo32T+/PmkpKQwderUHG+rXr16eHp64ufnR9GiRTEzM8PExITIyMivrrNq1arphrvv3r2b9+/fA2BmZsaff/6JlZVVpup6+PAhO3fuZPHixcpjc+bMSbcwWNo83cxuCSZJX2Jubs6LFy/SrdVQoUIF7O3tMTAw4Oeff0ZDQ0N5Tltbmxo1amTqw8NmzZrx8OFDFixYwPz585k/f36O3ENOqF27Nl26dGHAgAEsWrQoU6vWly5dmh9++IELFy7kQoT5n0ziJUmSJEkqUO7cuUN8fDwxMTEMGTIEFxcXOnTokK9WRr579y4rV65kwoQJOd4Ln6Z79+44Ozujq6vLhQsXuHv3LkWLFv3q+vT09Hjz5g316tUDPiwC1qVLF+VK8pkVEhJCp06d6NmzJ0FBQcrjtra2tG7dmgoVKgDw6NEj4MOHB5KUXUxNTZk5cyYxMTHMnz+fAwcOsGXLFi5fvoy7u/s31a2mpsakSZOwtLRk2rRprFq1Cm9vb3bt2pVju1Fkl+3btzNw4ECmTJmCi4sLMTExXyxTp04dLl++nAvR5X8yiZckSZIkqUC5ceMGALNnz+bUqVMkJycTEhJC586ds5xAqoIQgtGjR1OyZEl++umnXG/f1dUVDQ0NrKysGD9+fJbK/vXXXzg7OzNw4EDWrl1LcnIyPXv2RE1NjT179hAYGJilHseLFy/i7OxMvXr1KFGiBA4ODqxatQqAoUOHEhgYyJIlS5TXd+zYkZIlS2YpZknKDENDQyZPnoyFhQWlSpXCysqKsLCwbKn74sWL9OvXj1GjRtG5c2d69OhByZIladu2LQ8ePMiWNrKbtrY2q1at4tChQ5w9exZLS8t0U2jCw8Px8/Nj3759PH36lJSUFOLi4rh69aoKo84/NL58iSRJkiRJ0vfj3r17GBoacuHCBSpWrAjA2bNnadSoEb/99huvXr3i6NGj/Pbbb8pe4rxk48aNBAYG4u/vj56eXq63X69ePRISEr5qNfzr16+zb98+FAoFGzduJDIyEhMTEwAaNmzI6NGjWbZsGdOmTUNdXf2zdZ05c4bmzZtjaWnJgQMH2Lt3r3IO8siRI5XXtWvXjps3b3L69GkGDhyY5Zgl6WuYmZnx999/Z0td6urqbNq0iV9++YUnT55QsWJF/Pz8WLBgAQ0bNuTIkSNUq1YtW9rKbi1atODq1au0a9eOhg0bMmbMGK5fv463t3e664yMjIiKigIgPj4eXV1dVYSbb8gkXpIkSZKkAuX+/ftUqlRJmcADWFtb06BBA8aNG6c8NmrUKE6dOpVuTquq3bx5k9GjR+Pm5kb79u1VFsfXbmfXrl07qlevjhACW1tbZsyYwfr160lNTeXSpUtUqVKF6OhoUlJSPpvEv379mi5dumBtbU1QUBDv379Xjkr4737caapWrSqH0Uu5ysDAgHv37hETE0PhwoWzpc6yZctStmxZAAYNGqQchdK0aVMePHiQbo2JvKRs2bKcPHmSiRMnMmfOHEqXLs2GDRto06YN8fHxXLx4kbCwMMzNzRk8eDD//PNPnv1QIq+Qw+klSZIkSSpQnj9/nmG/cDU1NY4fP86NGzdITExk27ZtnDt3Lt0ca1WLjo6mU6dOmJubs2LFClWH81V0dHTw8vLixYsX3L17FwcHB4YOHUrFihVZsGAB7969Q6FQfHI/+Ddv3jBz5kzs7OxISUlh165daGlp4eHhQWxsLPfv36d69eq5fFeSlF5qairnz59HX18/R9sxNTXF19eXf//9F19f3xxt61ulrVofFxfH/fv3GTBgACVLlqR8+fJ07dqVhQsXYm9vD8CLFy9UHG3eJ5N4SZIkSZIKlNevX1O8ePEMx3V0dKhWrRqamprK7Y4SExNzO7yPevnyJc2bN+fVq1fs3btXJcPos0vVqlVZs2YNwcHBODk5KXvfz5w5g5eXF0IIdu3ala7M+/fv2bFjB1OnTmXWrFlUrFiRgIAA5fz2+vXrA1/eniolJYW7d+/mm+26pPxp7ty5nDp1iunTp2dbL/ynWFlZ0aBBA7Zt20ZqamqOtpUdtLW1P7k6f9rf5devX+dmSPmSTOIlSZIkSSpQoqOjMTIy+uw1hw8fBqBx48a5EdJnhYaGYmVlxfPnzzl+/Hi6aQD5VadOnXBzc2P48OFMnz6dcuXKoaGhwdmzZwHYu3dvuusnTZqEq6srq1evxs3NDV9fX2XiDlC3bl2MjIxYvnw58fHxuLu78+eff/Ls2TNu3bqFubk58+bNY//+/VSsWBE1NTXi4+Nz9Z6lgiEhIYEZM2YoV5bPDb179yY4OJj169fnSns5xcDAAHV1deXceOnT8s4kL0mSJEmSpFzw/v17dHR0PnvNjRs30NPTo1ixYrkU1ccdP36ctm3bUrNmTby9vTNMA8iv1NTUWLVqFbt37+b69evKqQsODg4YGxtjbW2d7npvb2969OhB3759laMk/isiIoKoqCiioqJo2LAhV65cyXBNdHQ0N2/eVH7/+PHj7+IDESnvEEJQq1YtgFyd8tKiRQsA3r59m2tt5gSFQoG2tnam9pUv6GRPvCRJkiRJBUpCQgLa2tqfvebRo0fUrVs3lyL6dAwdOnTAxsaGo0ePfjcJfBodHR1atWrFhg0bePnyJS1btmTQoEFERERga2ub7tr4+Hhq1KiBg4PDR392fn5+yg8GPpbAW1paMm/ePMzNzZXH0obuXrhwgTVr1uTZrbqk/OPBgwfcuXOHuXPnMmLEiFxrd/PmzQB4eHgwYcIEnj59mmttZzeZxGeOTOIlSZIkSSpQNDQ0SElJ+eT5uLg4AgMDcXBwyMWoMnJzc8PAwIA9e/Z8t9stLVmyhKSkJIYPHw58mN8LZFjYrlq1ahw6dOijc9mFEJw/fx4tLa10q3OnJfvm5uZcvnwZLS0tmjRpAoCxsTFPnjxBU1OT+vXrM2zYMMqXL8/WrVtz5D6lgmHu3Lno6OgwduzYXG13woQJTJ8+nVevXrFkyRLMzMxo0aIFBw4cyHfrP6SkpOSpHUHyKpnES5IkSZJUoHypp0dDQwM9PT0eP36ci1Glt379eoKCgliwYMEX5+/nZ2ZmZsyaNQsfHx/u3r1L9+7d0dLSom7duunmrI8bN44TJ06wdOnSDHUcPnyYDRs2MHv2bM6cOaM8nvYz/u/e8CVKlCAgIABfX18KFSpEcnIyAAsXLgQ+9Oi/f/+eKVOmUL58eezt7Tlx4kSO3Lv0/QkLC8PMzOyL03WyW7FixZg9ezYLFy6kSpUq/PHHH7x584a2bdvm+gcK3yozI6UkmcRLkiRJklTA6OvrExsb+8nz2traTJkyhQ0bNhASEpKLkX3g6enJoEGD6NevH926dcv19nNb7969KVGiBNOnT8fQ0JBr166hpqaGiYkJt2/fBsDFxQUbGxs2b95MWFgYiYmJygQ8IiICgCFDhnDixAmaN2+unOs+dOhQ5eJiycnJvH79GiMjI44ePcrZs2eVP9+0a/z8/OjRowdLly7F0dGRN2/eYGdnh6WlJbNnzyYyMvKT9xEXF0e1atXo2LEjSUlJOfNiSXlaZGQkd+/eZebMmSpp39XVlVu3buHm5sb58+fp3bs3K1asQF9fn27durFmzRrWrFmTZ7dwS0pKIiEhIce35vseyCRekiRJkqQCpXjx4srE71PGjBlDgwYN6NixI//8808uRfaBl5cXRkZGrF27FnV19VxtWxV0dHRYtGgRXl5ebNmyhUqVKnH+/Hm0tbVZuXKl8rpGjRpx8+ZN6tati7a2NiVLlmTcuHH8+uuvwIch+A8fPuTo0aP8/fffAOn2znZ0dMTExARHR0dmzJiBq6srNjY2NG/ePF08fn5+bN++ndWrV3P+/Hl8fX2pXLkyCxYsoHTp0gwcOJDz589nuI/4+Hhu3bqFr68vWlpaMpEvgNzc3AByfFu5zFAoFPTu3Zvu3bszceJE7ty5w7BhwxgxYgQ1a9YkKChI1SFmkPZ3+WNbgErpySRekiRJkqQCxcTEhJcvX372Gg0NDXx8fChUqBBt2rTJtVWf3717x4EDB5gwYQJaWlq50mZe4OrqSt++fRk1ahShoaHUrVuXQoUKUaRIEeU1ixYtIjw8nGnTpjFq1ChsbW1ZtmwZV69eBT58GNCjR4909b548YKDBw8CKFe1b9q0Kb1798bGxgaAAQMGpCtjYWGhnJuvpqaGi4sLu3btIjw8nAkTJnD48GGsra2VHx6kMTY25sqVK6ipfXh7PXny5Ox6eaR84O7du8yfP59WrVoxevRoVYcDgL29PZ6ensyYMYMrV66QmprK8+fPqV27Nu3atSM0NFTVIabz6tUr4MPvkvR5MomXJEmSJKlAKVOmDOHh4V+8ztTUlP379/P06VPGjBmT84EBmzZtIiUlhQ4dOuRKe3nJsmXLqFq1Ko0bN2bHjh3ExcWlW6hOoVBQpkwZ5s6dy4oVK/Dx8cHb2xtfX1/u378PZEzI4cNwfYCff/6ZlJQUAgIC2Lp1K2fPnuX169f06NGDgIAAvL29cXR05OHDh1SuXJlhw4alGz5vYmLCzJkzefDgAdOmTWPixIkEBASQkJDAhQsXcHNzw9LSktTUVACePn3K//73v3y9UriUeT4+PqSmpuLr65tnF2ZTKBSYmJjg7+9PnTp1cHBwoFevXiqZNvQxaTtElC1bVrWB5AMyiZckSZIkqUAxNzfn4cOHmRruXLFiRebOncuWLVt49OhRjsd24cIF6tatS5UqVXK8rbymSJEinDx5kp49e9K3b1+ioqLYtm0b48eP58mTJx8t07FjR1xcXChfvjxAup9p69atAdINl0/rJU9jbGyMQqHAycmJiIgIAgMDCQoKwt3dnZ07dzJ06NAMbaqpqTFnzhwsLS3p1KkTbdq0oX79+mzcuFF5Td++fXF1dcXDw4M6derkuxXCpawzMTEhKSlJpQtiZpaOjg4BAQH079+fgwcPfvQ5V4X79++jr6+PqampqkPJ82QSL0mSJElSgVK5cmVSUlKU86a/pG/fvgghmDNnTg5H9mEY/507d7h+/XqOt5UXaWlpsWHDBsaMGUNKSgp37txh48aNVK9eHVdXVwwNDalevTq//PILMTExGco3a9aMoKAgwsLCOHDgAEFBQco9tL9k7dq1AMTGxvLTTz/h7u7Onj17Prp+gkKh4NChQ+jr63P06FH09PSU59avX8+GDRto2bIl8GGIcOXKlblw4cLXvCRSPqFQKADYsmWLagPJpGLFirF06VLGjRuXZ0aL3Lp1i4oVKypfS+nTZBIvSZIkSVKBUqtWLQAuX76cqesLFy7MvHnz2LhxY44vcjdjxgwSEhLYsGFDjraTl2loaDBp0iRKlCgBQLly5YiJiWHHjh3ExsaioaHBkiVL6NChA2vWrMmwYnyLFi2oU6cOCoWCFi1aoKurm6l2PTw8+OWXX3B0dAQ+9LgLITIk3w8fPsTd3Z2QkBBsbW0BCA4O5vbt2zx//hw3NzfU1dXR1tbm6NGjFCtWjL///pv69eujUCj4888/v/UlkvKgPn36MHv2bObPn8+lS5dUHU6mGRgYEBUVlSdGi1y6dIk6deqoOox8QSbxkiRJkiQVKEWKFMHc3JyLFy9musyoUaMoVqwYy5Yty8HIoHTp0pQsWbLA90QZGxvz7NkzVq5cSeHChSlSpIiytzslJYV3795x7Ngxhg0bRrFixdi1axeNGjVCoVAwYMAAGjdujLW1NQqFgkmTJvH+/XvWrVtHq1at6NevH4mJiRnarFq1KrNmzVLuCDBlyhTgw/Z2gwcPJikpidDQUCpUqMCcOXNwcXEhLCyMokWLMnHiRCpVqqT84CFNs2bNiIiI4NixY4wbNw6Adu3a0aRJE/bv35+TL6GUyxQKBZMnT8bAwAAPDw9Vh5Nphw4dom7duir/mxMfH8/NmzepXbu2SuPIL1SaxK9Zs4aaNWtiaGiIoaEhNjY2BAYGKs8nJCQwcuRIjI2N0dfXp3379h+dE7VlyxZq1qyJjo4OJUqUYMSIEbl5G5IkSZIk5TONGjXi5MmTmb5eT0+PunXr5spqztbW1uzevfuze9kXBAqFgpEjR3L8+HGioqKIiIhg586d2NjY0Lp1a2UvOICnpydnz54FYPv27Zw5c0a5Ddzt27epUqUKQ4YM4fDhw5ke7ty+fXtq1qxJq1at2Lx5Mw0aNFAm81evXmX79u08e/aMjh07curUKerUqfPJdRbs7OxYsmQJoaGhaGlpcerUKZycnJSL4EnfB01NTQYMGICXl1ee6Nn+kps3b3Lw4EH69eun6lA4d+4cSUlJ6X6vpU9TaRJfqlQpFixYwMWLF7l48SLNmzfH2dmZmzdvAh/2aPX19WXXrl2cPn2at2/f4uTkREpKirKOpUuXMm3aNCZPnszNmzcJDg6mVatWqrolSZIkSZLyATs7O65cuUJUVFSmy9SqVYubN29+cpG17DJ//nwiIyP55Zdf8kUikFt0dXXp0aMHf/zxB4GBgZw8eZIXL17w7t07Jk6cyE8//cSYMWOUiXTbtm0JCwsjLi5OuRvBtGnTiIqKytT2fVu3buXq1avs27cPPz8/zM3NEUIwZswYypcvT69evejevTtbt24F4MqVK2hpafHvv/9+ss4qVaqkGwXwuWul/Kl58+Y8e/YsUztgqNLdu3dxdHSkWrVquLq6qjocTpw4QdGiRalevbqqQ8kfRB5jZGQkNmzYIKKjo4WmpqbYtWuX8tzTp0+FmpqaOHjwoBBCiMjISKGrqyuOHDnyTW3GxMQIQERERHxTPVL+lZiYKPz8/ERiYqKqQ5FUSD4HknwGCo6HDx8KQHh5eWW6THR0tChRooRo0qSJSE1NzcHohHB3dxeA2LdvX462871JSkoSM2bMEBoaGqJLly5CCCHq1asnAOHp6fnRMikpKSIsLEzExsZ+tu43b94IFxcXcerUKeWxhIQE0adPH6GpqSkAAYgZM2Z8th4vLy/Rvn17AYgaNWpk7QalPO/ff/8VCoVCbNmyRdWhfNLNmzdFiRIlROXKlcWTJ09UHY4QQoj69euLzp07qzqMDHL6fUFaHhoTE5OlcnlmE8OUlBT27NlDXFwcNjY2hIWFkZSUhIODg/KaH374gerVq3P27FlatWpFUFAQqampPH36lCpVqhAbG0vDhg1ZsmQJZmZmn2wrISGBhIQE5fdv3rwBPmxLkpntZqTvT9rPXf78Czb5HEjyGSg4SpYsSa1atdi3bx9du3bNVJnChQuzbt06nJ2duX79OjVr1syx+KZMmYKHhwf79++nXbt2n7zu7du36Ovrq3w+a16hoaHBzJkzmT59unI7uSNHjqBQKNLtOf9f69evZ8iQIQBs3ryZhg0bcvXqVWxtbdPNcd+/fz9+fn7cu3dPuXuAlpYWW7ZsYf369Zw5c4aQkBD69Onz2Ri7du1Kx44dqVy5MvXq1cuO25bykKJFi1KzZk2OHTv2xWdBFd6+fYuLiwvGxsYEBwdjYmKi6pB4/vw5oaGhDBkyJM/9/5vT7wu+tl6VJ/HXr1/HxsaG9+/fU6hQIXx9falatapySJKRkVG6601NTXnx4gUA//zzD6mpqbi7u7NixQoKFy7Mzz//TMuWLbl27donh0rNnz+fWbNmZTh+7NixdFuESAVPUFCQqkOQ8gD5HEjyGSgYKleuTEBAAAlFJk/EAAAgAElEQVQJCWhra2eqTFrSdefOnRxN4gGaNm3K/v37SU1NzbC/OXzolDAxMaFFixb4+/vLRP4/0hanAzA0NPzkdSEhIUybNk35/X/nBpcpUybdkOi09RBu3LjB/fv3MTc3V57T1NTEzs4OOzu7TMWnoaHBvXv3MnWtlP80a9YMb29vhBB56vcyJSWF/v378/TpU65cuZInEngAPz8/1NXV0dDQ4MCBA6oO56Ny6n3Bu3fvvqqcypP4SpUqceXKFaKjo/H29qZPnz6cOHHik9f/95chNTWVpKQkVq5cqeyx9/T0pESJEhw7duyTc+OnTJmiXCEUPvTEm5mZ0axZM4oVK5aNdyflF0lJSQQFBdGyZUs0NTVVHY6kIvI5kOQzULCUK1cOLy8v9u/fT8eOHTNVJjg4GID69evnZGgA9OrVizVr1hASEkKjRo0ynI+IiCA+Pp6AgAC2bduWJ3v98rpevXqhUCiYN28ePXv2JCEhgeDgYIYPH05SUlK6951///035cuX582bN/z+++8sWbJExdFLeVWbNm1Yvnw5V69exdLSUtXhAB8S+FatWnH8+HH27t1LhQoVVB2SkoeHBy1btqR79+6qDiWDnH5fkDYiPKtUnsRraWlhYWEBQN26dblw4QIrVqygW7duJCYmEhUVla43/tWrVzRs2BD4MBQOPmwJkqZ48eIYGxvz6NGjT7apra390U/cNTU15Zu2Ak4+AxLI50CSz0BBUbNmTaysrNi2bVumk/i///6bH3/8kTJlyuRwdGBjY4OpqSl+fn4fTeKHDx8OfFgoeNasWfzvf//7aI+99EFqaipNmzblwYMHNGvWjAEDBvDgwQMWLVrETz/9pLwuPj4egB49eqTrRVVTU6NixYpoaGiwdOlSHBwc5GLK0kelJcg3b97MM0m8l5cXwcHBeHp64uLioupwlO7fv8/Zs2fZsWNHnv5/N6feF3xtnXnuL70QgoSEBKysrNDU1Ew3dOH58+fcuHFDmcSn/Yd2584d5TWRkZFERETkyn+ukiRJkiTlb/369ePPP//M9IrzxsbGREREpFtbJ6eoqanRtWtX1q9fn6E9IQRv374FYNeuXTx48ICAgIAcjyk/GzlyJKdPn+bp06f4+vrSrFkzgAxbEx86dAiAyZMnpztepkwZ7t69S4cOHQBo3bq1clu77CCEoEyZMnKr5O9AoUKFgA+jZfIKX19fGjRokOd6u9etW0eRIkXy1AcL+YFKk/ipU6dy6tQpwsPDuX79OtOmTeP48eP06tWLwoULM2DAAMaPH09wcDCXL1/G1dWVGjVq0KJFCwAqVqyIs7Mzo0eP5uzZs9y4cYM+ffr8f+zdeVyN6f/H8dfpVIqShCyFsqeylZ1sWcq+N2NnrLPYZ6x9xzKMZQy+CmNnjJ2xZN/LFiOJshURiYT27ZzfH37OdxqG4tQpPs/Ho8c4577v636f3JM+93Xd10XlypU1P5iFEEIIIf5N7969MTY2Zvny5Zna38HBgeTk5HeO+NOmRo0a8eLFC03vMMCLFy8YOXIkR48eZe3atdjY2ADIL8HvcPnyZby8vPjmm29QqVTs3buXhg0b0qZNmwzPz8OrZeAUCgUdO3bk4sWLmvcLFy7Ms2fP6N+/P+fPn8fU1JRNmzZpNWd4eDhLlizJ0vrx4eHhPHnyRKs5xMcpUqQIgwYNYvz48ezatUvXcUhKSuLQoUO4ubnpOkoGiYmJrFy5kv79+8u8ZFmk0yL+8ePH9O7dm0qVKtG8eXPOnz/PgQMHcHV1BWDBggV07NiR7t2706BBA/Lnz8+ePXsy/LBdt24dderUwd3dHRcXFwwMDDhw4ECuHo4hhBBCiNyhYMGC9O3bl6VLl2ZqgqFKlSoBZCjuspO/vz8FChTQTM4WHx9P8eLFWbRoEV999RW9e/fO9KR8n6uDBw9Ss2ZNAMaNG4dCoaBJkyacPn0aHx+fNyZCbt++PUePHiU2NpYGDRqwcOFCUlJSuHXrFlWrVkWhUFC7dm3atGnD8ePHUavVWsmpUCg0z9l7eXm9d//nz59TrVo1ypQpw8SJE7WSQWjPkiVL6NixI127dmXx4sVau04+xIoVK4iLi8t1vfDr168nJiaG4cOH6zpK3qPlpe7yJFknXsja0EKtlutAyDXwubpz545aqVSqFy1alKn969evr65Vq5Y6PT092zK9fPlS3b17dzWgnjhxoub9pKQkNaCeNGlShv3r1aundnV1zbY8ednf13DPiuTkZHXv3r3VgNrZ2VldoEAB9bBhwzTbd+/erQbU27dv11rWFy9eqBs2bKg+fPjwO/eLiopS29vbaz7X8ePHtZZBaE9aWpp65MiRakD99ddf6yRDQkKCumTJkurevXvr5Pz/JjU1VW1ra6vu1q2brqO8U25dJz7XPRMvhBBCCJGTbG1t8fDwYO7cuZl61n327NlcunSJRYsWZVumOXPmsHfvXjZu3MiMGTM07yuVSooWLcqzZ88y7F+pUiXNErzif9RqNfr6+pQuXZrjx49n6VhDQ0PWrVvH3r17iYiIQF9fP8MKAO3atcPOzk6rS2IVLFiQ06dPax4d/TfLly8nKCgIeLXkXWaXthM5S6lUsmDBAoYMGcJ///tfzTKFOWncuHE8fvyYKVOm5Pi532XTpk2EhoYyYcIEXUfJk6SIF0IIIcRnb/LkyTx8+BBvb+/37tuoUSNGjhzJqFGj+M9//qP1LPfu3eOXX35h0KBBb8yQrq+vz8iRI1mxYgUBAQGa9x0dHblz545Oh+zmRj4+PiQmJuLl5fXBha67uzv37t0jKiqKOnXqZNjm4ODAkSNHMvxd5ITOnTvTqFEjhg0bRuXKlXP03CLr5s6di7m5OVu2bMnR8164cIElS5Ywf/78XLWkXEpKCp6ennTo0IEaNWroOk6eJEW8EEIIIT57lSpVYsCAAcyYMSNT6/b+8ssvzJgxgx9//JF169ZpNcu8efNITU3F09PzrdvHjBmDnZ0dw4YN07xnbW1NQkLCGz30n6u//vqLcePGMXz4cOzs7HB3d/+o9vT19d94dh7gxx9/xNjYmFq1ajFnzpwsTUj3WmpqKn/++WeWRlJUqVKFU6dO4eXl9cbEfCL3SUtLIyYmBkdHxxw757Nnzxg2bBhVq1bNdSseLF++nLt37/LTTz/pOkqeJUW8EEIIIQTg6elJYmIi06ZNe+++CoWCiRMnMmDAAAYOHJhhSdyPlZCQgKGhIenp6W/dni9fPvr168elS5c075UtWxaAu3fvai1HXqNWq1m2bBlOTk7UqlWLJUuW4OzszPbt27PtnJUqVSIwMJDx48fz/fffZ+ra+afg4GA6duxIiRIlcmzCRJGzDhw4AJBjjz1ERUXRpEkT7t27x7p163LVjZ7o6Gg8PT3p168fdnZ2uo6TZ0kRL4QQQggBlCpVismTJ7Nw4UKuX7/+3v0VCgVLly7F1dWV9u3bs3fvXq3kmDhxIiYmJrRp04akpKS37nPixAlSU1OJj48H/jdr/rVr17SSIa+5fPkyX3zxBUOHDsXIyIg5c+YQGRnJtm3bsn24uYGBAbNmzaJDhw788ssvWR4NYW9vj5OTEwDOzs6cOnUqO2IKHdqyZQtOTk6ULl06R843fPhwIiMjOXXqlGZlhtxi0qRJpKenSy/8R5IiXgghhBDi/40ePZqyZcsyZMiQTA2NNjAwYMeOHbRu3Zr27duzfv36j85Qrlw59u/fz6VLl+jcufNb96lfvz6AZv14U1NTypUrl+PPZucWNWvWZNOmTcydOxdfX1/GjRunWZYvpyxbtozY2FgsLCzw9fXN9HF6enocO3ZM82ywi4sL0dHR2RVT5LDg4GD+/PNPBg4cmO3nevr0KS1btmT79u0sXLgw1/V0nzt3juXLl/Pjjz9iaWmp6zh5mhTxQgghhBD/L1++fCxZsgRfX1+WLl2aqWOMjIzYvn07ffr0YejQody7d++jc9SoUYMRI0awf/9+QkJC3tjev39/ChUqxMCBAzXD7p2dnfHz8/voc+c1f5/Mb+zYsTrLYWlpqVlJ4Pvvv8/Ssaamppw7d45x48YxcOBAChUqlB0RhQ5MmzYNKysrBgwYkC3tX7x4keHDh1OpUiXKlClDQEAAO3bswMPDI1vO96GSk5MZMGAATk5OjBgxQtdx8jwp4oUQQggh/qZp06a0atWK8ePHExYWlqlj9PT0WLRoEebm5gwePPhfn2fPinnz5mFmZvbWgrBo0aJs2LCBvXv38t///heAFi1acPHiRZ4/f/7R585LFAoFNWvWpE+fPrqOwqRJk5g3bx7nz59n48aNWTrW0NCQOXPmsGLFilz1DLP4cIGBgWzevJlJkya9dWLED5WWlsayZcto2LAhzs7O7N+/n2bNmuHp6cnJkyfp1KmT1s6lLdOmTeP27dusWrUKfX19XcfJ86SIF0IIIYT4h759+1K0aFF69epFWlpapo4pWLAgq1ev5siRI0ycOPGjM9y+fRt9fX1iYmLeut3d3Z3BgwczefJkdu7cSZkyZVCpVJ/l5GgFCxbk0qVLmf67yk4jR46kd+/e9OrVK1sn1RO537hx46hQoYJWe+GDgoJwcnJi2LBhWFhYsG7dOm7fvo23tzfjx4+nSpUqWjuXtpw6dYrZs2fj6emJvb29ruN8EqSIF0IIIYT4h/z587Nu3TrOnz/P9OnTM32cq6sr8+bNY86cOZkejv82KSkpNG3aFBMTE9asWfOv+82dO5d69erRuXNnXF1dMTU1pUiRIh983rxq8ODBXLt2jXbt2uk6CkqlkpUrV9K9e3f69u2bqSULxafn0KFDHDp0iJ9//hkDAwOttLl//37q1auHSqXi/Pnz/Pnnn/Tu3TtXj9yIiYnhyy+/pGHDhvzwww+6jvPJkCJeCCGEEOIt6tati6enJzNmzMjSEnIjR47k22+/Zfjw4WzduvWDzq1UKjE2NiYxMZFixYr9634mJiYcOnSIs2fPMmHCBG7evEn16tU/6Jx5WYECBYD/LeWla3p6esybN4/4+Hj279+v6zgih6lUKsaPH0+DBg3o0KGDVtq8e/cu3bt3x8XFhTNnzuDs7KyVdrOTSqWiT58+xMXFsWHDhlx9syGvkQcShBBCCCH+xcSJE/Hz88PDw4NLly5RpkyZ9x6jUChYsGABT548oVevXgB069YtS+dVKpXs3buX6tWr88cff/DVV1+9c/+6detSt27dLJ3jU+Lm5qb5c3R0NBYWFjpM84qVlRUmJiaEhobqOorIYb///jtXrlzBz88PhUKhlTZnz56NoaEhf/zxByYmJlppM7vNnDmTffv2sXfvXqytrXUd55MiPfFCCCGEEP9CqVSyceNGTE1N6dy5s2Zd9vfR09Nj9erVdO3ale7duzNkyBBiY2OzdG5HR0fat2/P7NmzSU1N/ZD4nw19fX0ePnyIkZERnp6eGWas16WWLVuydOnSTC1XKD4N165d45tvvqFbt26apSA/1o4dO1i2bBlTpkzB1NRUK21mt7179+Lp6Ymnp2eGm2xCO6SIF0IIIYR4h8KFC7Nr1y5u3LhBr169Ml2Q5cuXj/Xr17NkyRI2btxI3bp1s9wrO3ToUEJDQ7l+/fqHRP+slChRgmnTprFkyRJ27dql6zgA9OzZk/DwcF68eKHrKCIHpKSk0K5dO8qUKcOKFSs+ur3U1FTGjBlDt27d6N69O999950WUma/gIAAevbsSYcOHZgyZYqu43ySpIgXQgghhHiPatWq8ccff/Dnn39maQ1wPT09hg8fjr+/PykpKTg7O3PkyJFMHx8eHg5ApUqVspz5czR27Fjc3NwYOXJkruiNj4mJQU9PT/PMvvi0bdy4kbCwMDZu3EjBggU/qq2XL1/i7u7O4sWLmTVrFhs2bNDa0PzsFBERQbt27ahUqRIbNmxAT0/Kzewg31UhhBBCiExo164dv/76K/PmzWP+/PlZOrZy5cpcuHABJycnWrVqxYwZMzK1lny5cuWAV8vNifdTKBRMmDCB8PBwNmzYoOs4REdHU7BgQa2uES5yp7CwMEaPHk3nzp2pWrXqR7V17949GjduzIULFzh48CDjx4/X2gz32enZs2e0bNkShULBnj175OZVNpIiXgghhBAik7799lsmTJjA2LFj37n029uYm5vj4+PDpEmTmDp1Ki1btiQuLu6dx1SsWBH4X4+8eL+GDRvy5ZdfMnz4cO7du/fe/VUqFQEBAQwfPhwnJycqV67MhAkTuHDhwkf35puYmJCQkPBRbYi84ccffyR//vysXLnyg9tITU1l0aJF2NvbExMTw+nTp2natKkWU2af+Ph42rZty+PHjzl06BAlS5bUdaRPmhTxQgghhBBZMHPmTAYNGsTAgQPZvHlzlo5VKpVMmzaNo0ePcvz4cdq2bfvOQvH1ZHgfOzT3c+Pl5YWxsTGLFi36133CwsLo27cvxYsXp0aNGvz5559Ur16dxo0b8+uvv1KnTh1cXFy4f/8+AFFRUVl+tv3ixYua0RTi03X79m02btzIyJEjKVSo0Ae1ERUVRd26dRk5ciS9evXi6tWrODg4aDlp9khISKB9+/YEBgbi4+ND5cqVdR3pkydLzAkhhBBCZIFCoWDp0qUkJSXx5ZdfolQq6dq1a5baaNq0KT/99BMTJkxgxIgRLFmyRPO865MnT4iKikJPT49p06ahUCiwtbXNjo/yySpYsCAVK1bk8OHDGd5PSEggIiKCEiVKUK1aNWJjYxk6dCht2rTBzc0Nff1XvxovWLCAnTt30rt3b5o3b46/vz+WlpbUrVuXs2fPZiqDr68v69atY968eVr/fCL3iI2NpWPHjpQpU4bBgwe/d3+VSoVarc6wZvqJEycYNGgQcXFxmsdu8oqkpCQ6duzIuXPn2L9/P7Vr19Z1pM+C9MQLIYQQQmSRUqlkzZo1dO/eHQ8Pjyz3yAP88MMP/Pbbb3h7e6Onp8eGDRsYMGAAxYoVw97eHjs7OzZv3szkyZNlaOoHePnyJVevXiU0NBS1Ws3XX3+NiYkJFStWxNTUlNjYWNauXYu3tzft27fXFPAABQoUoFevXpw4cYL79+9relfPnTtHZGRkps5/8OBBChUqxKhRo7TyWZYvX/7exy9EzkpKSqJr167cv3+f3bt3Z2rETK1atdDX1+fy5cs8efKESZMm0axZM0qUKIGfn1+eKuDj4+Np3749vr6+7Nu3j8aNG+s60mdDeuKFEEIIIT6AUqlk3bp1KJVKPDw8iI2NZdCgQVlqY9CgQURGRjJlyhR69+4NwIQJE2jevDmPHj2iePHitGjRIjvif/KmT5/OiBEjqFKlCkWLFiUiIgI3Nze+/vprnjx5QsmSJWnWrNk723BxcWHUqFHMmjVL856bmxt//fXXe8/v7+9P48aNtTI79759+xgyZAhTpkzh/PnzlC1b9qPbFB8nNTWV7t27c+rUKfbt20eVKlXee8zr+RcAatasCYChoSE//vgjkyZNylMzuT9//py2bdty5coVfHx8aNKkia4jfVakiBdCCCGE+ED6+vqsXbsWU1NTvvrqK54/f86YMWOytBTU5MmTmTx5MufPn0epVOapnrjcrEOHDrRo0YLFixcTGhpK06ZN8fDwyHI7M2fOpFmzZkycOBF/f38uX75Mv379WLVq1b8WXSqVCj8/P0aPHv2xHwN49Vng1XPT06ZNY9WqVVppV3yY9PR0evXqxYEDB/jzzz/fezPotdDQUAwMDOjRowetW7fm5cuXdOnShWLFimVzYu16/Pgxbdq04e7duxw5coQ6deroOtJnR4p4IYQQQoiPoKenx5IlSzA3N2fcuHE8ePCA+fPnZ3jmNTPkF2HtK1CgAD/88MNHtaFQKGjRogUtWrTg8ePHbNiwgbFjx9KiRQt69er11mPi4uKIi4vDzs7uo879Wv78+fHz86NBgwasXr2aoKAgLly4oJW2RdY8e/aMwYMHs2vXLrZu3UqbNm0ydZxKpeKnn34iNTWVGTNmUKZMmWxOmj1u3LhBmzZtSEpK4sSJEzg6Ouo60mcp74zZEEIIIYTIpRQKBTNnzsTLy4vFixfTvXt3WVrsE2RpacmYMWNwd3dnwoQJnDlzhvT0dJ48ecKvv/5KQkIC/v7+DB06FICYmBitnbt+/fq0bt0aeDVUv1WrVjRq1CjLM+aLD6dWq+nRowfbt29n7dq1dOrUKVPHPXz4EHd3d1avXs20adPybAHv6+tL/fr1MTY25ty5c1LA65D0xAshhBBCaMmwYcMoVaoUHh4eNG7cmD///JNSpUrpOpbQsqVLl9KqVSsaNGiAmZmZppCeOnUqsbGxVKxYkX79+tGjRw+tnrd8+fLo6enRrVs3zWSKycnJWj2H+Hc7duzgyJEj+Pj4/GsPfGpqKt7e3igUCh4+fMjFixc5duwYFhYW7N+/X3MjJq9ZvXo1Q4YMoX79+uzcuRNzc3NdR/qsSU+8EEIIIYQWtW/fHj8/P6KionBycuL8+fO6jiS0zMrKisDAQE6cOME333xDrVq1+OKLLzAxMcHJyYmAgABWr16t1UInIiKC//73vxgbG9O5c2cAqlWrlueep86rrl+/zpgxY2jevPk7h9D//PPPfPfdd3z33Xds2rQJpVKJt7c3N27cyJMFfHp6OmPGjGHAgAH069ePQ4cOSQGfC0hPvBBCCCGEllWvXh1/f386d+5M48aNWbRoEYMHD87ShHcid1Mqlbi4uODi4sL06dN58OABp0+fxsXFhbCwMAoXLkzx4sW1cq7ExES8vLyoXbs2Fy5cYPz48cCrWetF9rt58yYuLi5YWlry22+/ZdimVqu5fPkylSpVYv369UyZMoXJkyczffp0HaXVnqioKL744gtOnDjBokWL+Prrr+VnWC4hRbwQQgghRDawtLTk2LFjjB49mqFDh3LmzBm8vb3Jnz+/rqOJbODl5ZVhKboqVapw/fp1rbT9n//8hzlz5mhe37t3j7lz58qjGjkgMjKSVq1aUbRoUU6ePImFhUWG7d9//z1z587VvP7iiy+YNm1aTsfUujNnztC9e3dSU1M5fPgwTZs21XUk8TcynF4IIYQQIpvky5ePJUuWsH79erZu3UqdOnW4du2armOJbPDFF18AYGZmxuDBgwkODubRo0cf3W5sbCxeXl5YW1sDr66pZs2aMWLEiI9uW7xbdHQ0JUqU4O7du/z+++9vFPD+/v6aAn7OnDkcP36cDRs25OneapVKxdy5c3FxcaFs2bJcvnxZCvhcSIp4IYQQQohs1qtXLy5cuIBarcbJyYmlS5eiVqt1HUtokb29PZMnTyYlJYXly5cDrwruj5GYmMjAgQNJS0vD3d0dgJMnT3L06FGMjY0/OrP4dyqViiJFimheGxoaZth++vRpPDw8NK/Hjh1LkyZN8nQBHxkZSevWrRk/fjyjRo3i+PHjlCxZUtexxFtIES+EEEIIkQPs7e3x9/enf//+DBs2jM6dOxMVFaXrWEKLJkyYkGFteFNT0w9u69KlSzg7O7Nnzx5at27N0qVLsba2pk6dOtqIKt4hJSWF0aNHa17v2bOHqlWral5v2bKFpk2bYmFhwZ49e0hOTs7TxTvA7t27cXR0JDAwkIMHDzJnzhwMDAx0HUv8CynihRBCCCFyiLGxMV5eXuzcuRNfX1+qVq3Kjh07dB1LaEn+/Pk5c+YMwcHBpKenf3AR9ODBA9zc3FAqlZqe98aNG/PHH39oObH4p+TkZLp27crChQtRKpUcOnSItm3bkpKSwsqVK+nSpQs9e/bEw8MDPz8/2rZt+0YvfV7y/Plz+vXrR4cOHahTpw6BgYG0bNlS17HEe0gRL4QQQgiRwzp27Mi1a9do2LAhXbp0oVevXkRHR+s6ltACQ0NDKleujJ7eh/+avXDhQqKioli6dCm3bt0iNjaWBQsW0KBBAy0mFf8UEhJCq1atOHToED4+PsTGxuLq6sr9+/epW7cugwYN4tGjR8ycOZO1a9eir5+35wg/ePAgDg4O7Nixg1WrVrF7925ZsjCPyNtXnhBCCCFEHlWsWDF27NjB+vXr+e677zh48CALFy7Ew8Mjzw/NFR/HxsYGgPr16wOvbvrUqFFDl5E+eRcuXNA8qnD8+HGaNGmi2TZr1iwuX77MxYsXqVWrlo4Sas+TJ08YNWoUv//+Oy1atGDlypWULl1a17FEFkhPvBBCCCGEjigUCvr06UNwcDDNmjXjyy+/xM3NjbCwMF1HEzo0fPhwYmJiWLFiBatXr2bbtm1yYycbhYaG0rdvX+DVDZO/F/DR0dF4e3sDHz9Roa6p1WrWr19PlSpV8PHxYfXq1Rw6dEgK+DxIinghhBBCCB0rXrw4mzdvZvfu3QQFBWFnZ8f06dNJSkrSdTStSUtLw8bGhtWrVxMbG6vrOLleoUKFGDhwIP369UOpVOo6zifr7Nmz1KpVi9TUVI4ePcrOnTsBiImJYdCgQZQsWRIjIyNWrVqFvb29jtN+uKtXr+Li4kKfPn1o0aIFwcHB9OvXT24O5VFSxAshhBBC5BLt2rUjODiY7777jmnTpmFvb4+Pj4+uY2nF8uXLuXv3LgMGDKBfv366jiMEgYGBuLm54eDgwMWLF2nWrBkJCQls2LABBwcHtm3bxowZM7h37x79+/fXddwP8uLFC0aPHk2NGjWIiori0KFDbNq0CUtLS11HEx9BinghhBBCiFzExMSE2bNnExgYSNmyZXF3d6d169YEBQXpOtpHGTZsGPPmzaNy5co4OTnpOo74zMXHx+Pm5oatrS179uyhUKFCHDhwgHLlytG7d28cHR0JCgpi3LhxFCtWDLVaTVhYGGq1WtfRMyUtLQ1vb2/Kly/PsmXLmDlzJoGBgbi6uuo6mtACKeKFEEIIIXKhKlWqcPjwYXbu3MmdO3eoVq0aQ4cO5fHjx7qO9kEUCgVjxoCv0RAAACAASURBVIwhODiYCRMm6DqO+IzFxMTQtGlTnj59yrZt2zAzM8Pf359OnTpRvXp1bt68iY+PD1ZWVuzatQuFQoGenh62tracOHFC1/HfSa1Ws3//fqpVq8aIESNo27YtN2/e5Pvvv8/TS+GJjKSIF0IIIYTIpRQKhWY5unnz5rF582bKlSvH1KlTefnypa7jCZEnnT59mnv37nHgwAFmzpyJmZkZtWvXxsbGhp07d1KhQgUAIiMj6dSpU4ZjK1asqIvImXLu3DmaNWuGm5sbRYoU4eLFi6xevZpSpUrpOprQMinihRBCCCFyOUNDQ0aNGsWdO3cYMWIEc+fOxdbWll9++YXExERdxxMizwgLC6NDhw5ERUXRpk0bVq5cycuXL7G2tmbz5s0YGRlp9i1WrBg7d+7k4MGDhIeHo1arc2VBfO3aNTp16kS9evV4+vQpe/bs4cSJE9SsWVPX0UQ2kSJeCCGEECKPKFy4MD///DO3b9+mS5cujB8/nnLlyrFo0SIp5oXIhODgYM2f09LSqFevHvDq8RUHB4cM++rp6dGxY0datmyJtbV1jubMjGvXrtGzZ08cHBwICAhg/fr1BAQE0LZtW5l1/hMnRbwQQgghRB5TqlQpli1bRnBwMC1btmT06NHY2tqycOFCEhISdB1PiFzLyckJY2NjAKysrDh79iwA4eHhuoyVJX8v3s+cOYO3tzc3btygV69eshzhZ0KKeCGEEEKIPKpChQqsWbOGkJAQWrduzZgxYyhbtiwzZswgJiZG1/GEyHWKFSuGn58fXbp0wcXFhR9++IF9+/blidUfzpw5Q/v27bG3t+fs2bMsXbqU27dvM2TIEJm07jMjRbwQQgghRB5Xvnx5Vq9ezc2bN+natSszZsygdOnSjB07lgcPHug6nhC5So0aNdi2bRtr1qxh1qxZuLm55doebJVKhY+PD40bN6ZBgwbcunWLVatWcevWLQYPHizF+2dKinghhBBCiE+Era0tXl5e3Lt3j2+//ZYVK1ZgY2PDF198wYULF3QdTwiRSfHx8SxdupSqVavi7u5OSkoKO3fu5Nq1a/Tv31+K98+cFPFCCCGEEJ8YS0tLZs6cyf3795k/fz7nz5+nTp06NGjQgC1btpCamqrriEKItwgPD2fChAlYW1szYsQIqlatyqlTpzh79iwdO3ZET0/KNyFFvBBCCCHEJ8vU1JRvv/2WmzdvsmvXLgwNDenRowelS5dmypQp3L9/X9cRhfjsqVQq9u/fT/v27bGxscHLy4v+/ftz+/Zttm3bRqNGjWS2eZGBFPFCCCGEEJ84pVJJhw4dOH78OIGBgXTu3JmFCxdStmxZOnTogI+PD2lpabqOKcRnJTIykp9//pny5cvj5ubG/fv38fb2JiIigvnz52NjY6PriCKXkiJeCCGEEOIz4uDgwJIlS4iIiNA8P+/u7k6ZMmWYOHEit27d0nVEIbQqOjoaX19fUlJSdB2F1NRUdu3aRfv27bGyssLT05NGjRpx9uxZ/vrrLwYPHoyJiYmuY4pcTop4IYQQQojPkKmpKUOGDOHy5ctcvHiRjh074uXlRcWKFWncuDErVqzg+fPnuo4pRJbFxMQwd+5cLCwsUCgUFClShEaNGnHy5Emd5FGr1Vy+fJkxY8ZgZWVFp06dePToEYsXL+bRo0esXbuWunXrypB5kWlSxAshhBBCfMYUCgW1atViyZIlPHr0iI0bN5IvXz4GDx6MpaUlXbp0YceOHSQnJ+s6ao4ICwsjISHho9vx9fXFz89PC4lEZty7d49vvvkGhUJB4cKFGT9+PM+ePdNs/+GHH2jevHmOZgoLC2PmzJlUrVqVmjVrsn79ejw8PLhy5Qr+/v4MGzYMc3PzHM0kPg36ug4ghBBCCCFyB2NjYzw8PPDw8ODhw4ds2rSJDRs20KVLFwoVKkTHjh3p1q0bLVq0yJElrpKTk2nRogW+vr6ULl2a+vXr079/f5o2bYqBgcEHtbl27VqOHz/OwoULMTMzy7AtOjoaW1tbAPr06cNXX31F/fr18fHxYfr06cTHx9OvXz/q16+Ps7MzBgYGHDhwgLi4OAwNDVEqlaSmpnLt2jUmT54MwPz58xk6dCgJCQnEx8ejVquxsLDA1NT04745nzm1Ws3Vq1dZv3498+bNy7CtUKFCeHp68tVXX5EvXz709XOu5Hnw4AHbtm1j69atnDlzhvz589OxY0fmz59PixYtPvi6FeLvpIgXQgghhBBvKFmyJKNHj2b06NFcv36djRs3smXLFtasWUOhQoXo0KED3bp1w9XVNdsK+lu3buHr6wtAz5498fHxoVWrVpiamtKoUSMcHByoUaMGe/fuxdnZGXt7e0qUKEHZsmUxNjbO0NbZs2eZPHkyx44dA14V846OjqhUKlQqFUWLFuXJkycAVKhQgdOnT7Nu3TrN8RYWFtSvX5+JEyeSmpqKqakppUuX5tq1a2/ktrCwwNLSksePHzNmzBjGjBnzxj49e/ZkxYoVFChQQGvfr8+BWq1my5Yt9OzZ841tHTp0YMWKFRQpUiRHM92/f19TuJ89exZDQ0NatmzJ+vXr6dixozzjLrROoVar1boOoWsvX77EzMyMp0+fYmFhoes4QgdSU1Px8fHBzc1N7pB+xuQ6EHINCJDr4F1e935u3bqVrVu3cuPGDUxNTWnTpg3t27fHzc3tg4cHh4WF0aVLFxo0aMDAgQMpU6YMgwcPZtu2bdSoUYO//voLtVrNxYsXOXToEH5+fvz11188fvz4jbYKFSpE3759GT58OBUrVgSgbdu27Nu3j379+mFkZISNjQ137tzBwMCA9PR0Hjx4gKmpKWZmZowbN46yZcty8uRJ7ty5Q4kSJWjWrBnGxsY8e/aMmzdvcuzYMUJCQrC3t6dfv34kJiaiVCpJTEykQoUKmiyXL18mKCgIExMTTTHn6+vL9OnTMTQ0pHHjxtSoUQNzc3OSkpIYNGgQVlZWH/Q9/BSp1WouXLhAXFwcERER/Pe//8Xf31+zferUqXh4eFC5cuUczXTlyhV2797N7t27uXTpEoaGhrRq1Ypu3brRvn37N0Z5iLwpu/89eF2HvnjxgoIFC2b6OCnikSJeyC9s4hW5DoRcAwLkOsgstVpNUFAQu3btYvfu3Vy8eBGlUknjxo01BX2FChUICwtj2rRpNG3alIoVK3LhwgVu3LhBcnIyDg4OlChRgjp16pCYmIidnd1bz3Xr1i3Kly//1gzBwcE8fPiQRo0aER4ezsOHD9m/fz+rVq3i6dOnjBw5kl9++YWWLVty+PBhpk6dyo8//pjd3573Cg0NZdeuXRw/fpwrV65w//594NVygJUqVaJVq1aMHj36sy3oU1JSWLNmDUOGDHnr9mXLlvHVV1/l2GRwSUlJnDp1ij179rB7927Cw8MpWLCg5gaWu7u7FO6fICniczEp4oX8wiZArgMh14B4Ra6DDxMREaEpcI4ePUpKSgo2NjaUL1+ew4cPv/UYY2NjEhMT33jf2dmZb775hs2bN/PkyRM2bdqU5TWzk5OTGTRoEBs2bKB8+fLcvn0bgL59+7JmzZosf77sFh8fT3p6Ops3b8bf35/169ejUqmws7PD2NiYQoUKUbduXXr06EGlSpV0HVfr1Go1d+7c4ezZs1y/fp3Zs2dn2J4/f34SEhIwNzdn5syZDB06VGsFfFpaGoGBgRw8eBAbGxs8PDxo1qwZ5ubmWFlZcfPmTU6cOEFiYiLW1tZ06NCB9u3b4+LikiNzQwjdkSI+F5MiXsgvbALkOhByDYhX5Dr4ePHx8Zw4cYL9+/ezf/9+QkNDUSqV2NnZER8fT/HixfHy8sLR0ZFnz57h6+uLv78/lpaWlClTBnd3d5RK5UfnUKvVbN++XdMz/9qYMWPemAwtt3n58iWrVq0iJCSE5ORknj59yt69e1EqlYSEhLx1ZIKuxcXFaQrwnTt3AtC6dWv27dtHSEgIpqamWFtbv3FcTEwMhQsXfmfb+vr6DBgwgFmzZr1333dJT0/n7t27XL16lb/++ovz589z5swZ4uLi3rq/QqGgadOmuLm50bp1a+zs7GQpuM9Ibi3iZWI7IYQQQgihVQUKFMDd3R13d3cArl+/zrFjxzh48CCnTp0iNDSUBg0a0LhxY5o1a0bTpk1xd3fX+iziCoWCrl270rVrV8aNG8eiRYvw9vYmf/78Wj1PdihYsCAjR47UvE5PT6d3795s2bIlR2e2/+6777h27RoODg7s2LGDdu3a8eWXX6JQKKhbt65mv0uXLtG5c2fCw8MzHH/8+HHs7Oy4ceMGAC4uLoSGhnL//n3Gjh2LQqHg7Nmz/3p+MzMzRowYwYgRIyhZsmSW87948YKdO3dy+vRpLl68qHmUA15NQFi2bFkcHR158OCBJrutrS316tWjfPnylC9fnh49esgNPZGrSBEvhBBCCCGylZ2dHXZ2dnz99dekpaXx119/cezYMY4dO8bUqVNJTEzExMSEevXq0bBhQxo0aECdOnW0Oqt35cqV8fLywsvLS2tt5pS0tDQaNWrEuXPnGD9+PJaWlh/dZkxMDEFBQaSmphIaGsqNGzc4ceIEYWFhAJibmxMbG8uTJ09QqVQcPXoUgCVLlrBkyRLg1drrlpaWFChQgMGDBwOwfv16PD09CQ0NpWXLliQlJVGyZElKlCjBiRMnOHnypCbDu0ZDVK9enYEDB9K/f/9MzeCvVqt58uQJISEhXLt2jYCAAAIDA7l06RKpqak4ODhgZ2enGf1x+/Ztbt68SXR0NDY2Nri6umpuKJUoUQL4Xy+sELmNFPFCCCGEECLH6OvrU7t2bWrXrs0PP/xAcnIyFy5cwM/PD19fX3799Vc8PT1RKpXUqFGDevXqUbt2bZydnalQoQJ6enq6/gg5buXKlZw7d45NmzbRo0ePj2orLS0NHx8fOnfuTHp6uuZ9a2trGjVqhLu7O2q1mvj4eExMTIiKiiItLY0XL15QuXJlqlSpwsKFCzl37hyzZ8/GyMhI07Pt7e1Nr1696NWrl6bduLg47t27R0JCAmlpaZw/f57AwECOHj2aodfe3t6eBg0aULNmTVq2bEnZsmXfyB4ZGUlISAj379/n4cOHxMTEcP/+fW7fvs2tW7eIiYkBXl1jFStWpGTJkri5uZGSkkJAQACbN28GXt1UatKkCZMnT6Zhw4ZZnm9BCF2TIl4IIYQQQuhMvnz5aNSoEY0aNQJApVIRHByMr68vvr6+HDhwgMWLFwOvhlY7OTlpivqaNWtSunTpT/4Z5bS0NPT19SlRogRqtTpTnzc9PR2VSsX8+fOZPn06JUuWJCkpicTERKKjoylTpgzjx4+nYcOG2NnZZelRhtdrtMfExGBmZsbz588xMDDQDPNPSUnhwYMHnD59mn79+mU41tDQEEdHR5o0aUKFChWwtLTEwMAAZ2dnqlatSlpaGjdv3mT37t2EhYVx8+ZNgoODuX79eoblBAsVKkThwoUpVaoUFSpUoFatWqSmpvL06VNu3rxJSEgI169fJ3/+/NSqVYs+ffrQsGFD6tev/1HP1AuRG0gRL4QQQgghcg09PT2qVq1K1apVNcuLxcTEcPHiRfz9/blw4QJr1qxh1qxZwKtirlq1apqv6tWrY2dnh5GRkS4/hlb17t2br7/+GhcXF/r168fq1avfe0yTJk3w9fWlfPnyJCQkcPv2bYoXL86QIUPo2LEj1apV++iZ1c3NzQEoXLgwaWlpbNy4kQ0bNmhWJ3ht69atlC9fnmfPnhETE8Ply5f57bffWLdunWaft61UYGRkRLly5ahSpQqDBw+mevXqFCtWjKdPn3Ljxg2uXLlCQEAAfn5+qFQq9PX1cXR0pFGjRowZMwZnZ2eqVKmi9bkWhNA1uaKFEEIIIUSuZm5ujqurK66urpr3IiIiCAgI0BRyr3vs1Wo1SqWSihUrUqVKFc1X5cqVqVy5cqaer85tXi+PB+Dg4PDe/dVqtWYiOVtbW83xkZGRdOrUCScnJ63mu3TpkqZNU1NT/rn4Vbdu3d7bxt8L+OPHj2Nqakp0dDQhISGEhIRw+vRpli1bRlRUlOY8jo6ONG3alFGjRlGtWjUcHBwwNjbW4icTInfKdBEfERFBqVKl3rnP77//zpdffvnRoYQQQgghhHiXUqVKUapUKc0M+PBqabugoCACAgIICgoiJCSENWvWEBERodmndOnSVK5cmUqVKmFra0u5cuWwtbXFxsYm185aX65cOQwNDTEwMMDc3Jz4+Ph33oxQKBTcuHEDKysrDh06pHm/evXqb33W/EOp1WqCgoI0BXypUqUyfK/fx8LCgiJFigBQokQJChQowOPHj2nXrp1mybd8+fJpbsi4uLjg6Oio+Ryf4/wIQkAWinhXV1f8/Pw0w2b+aePGjfTv31+KeCGEEEIIoRMFChSgTp061KlTJ8P7L1++JCQkhODgYM1/jx49ym+//UZSUpJmv+LFi2co7K2trTU3C0qVKoW5ublOnr83MzPj2rVrjB07lgEDBjBixAg6d+5M06ZNyZ8/P48ePeLly5dUrFiRHj16oFQquXbtGgkJCQDs2LGDmjVrUqZMGa1lSk5OfuORhefPn1O5cmVKlSpFSEgIERERNG/eHEtLSxQKBbGxsTx//pzHjx8THh5OdHQ00dHRmmNtbW1xcHCge/fumtETNjY2KJVKreUW4lOQ6SK+WLFitG7dmmPHjr1x52/Tpk3069ePn3/+OUsn9/b2xtvbm7t37wJQtWpVpk6dSps2bYBXPxzGjh3LH3/8QWJiIs2bN8fLywsrK6s32oqOjqZatWpEREQQExNDoUKFspRFCCGEEEJ8mgoWLKiZEf/vVCoVkZGRhIaGZvi6c+cO+/btIyYmJsPQcCMjI01BX7JkSc2fixYtioWFBRYWFhQuXBgLCwvMzMy02lNcvnx5du3aRVhYGGvXrmXZsmX8/vvvb+w3duxYihYtSmBgoOa927dv06lTp4/OkJKSoim8nz59SseOHbl//z5VqlRBT0+PZ8+eERERQVBQkGbY++ul6YyMjChbtiy2trY4Ojpia2uruWFiY2OTJx9zEEJXMl3E7927lyZNmtChQwf279+PgYEBAFu2bKFPnz789NNPjBo1Kksnt7KyYvbs2ZQvXx6AtWvX0qFDBy5fvkzVqlUZOXIke/bsYdOmTVhYWDBmzBjatm3LpUuX3rgjN3DgQBwdHbM0hEcIIYQQQny+9PT0KFmyJCVLlqRhw4aa91+vD+7q6srTp0+JiIh469fFixd5+PChpsf775RKJebm5pri/vWXubk5xsbG5MuXj3z58mFkZKT587+99/fXRkZGfPvtt4wdO5aYmBjCwsIwNjbGysqK4OBgNm/eTFxcHMWLFyc6OpqiRYtSo0YNTpw4QXJyMklJSSQnJ2f4+ud7sbGxmmI9OjqaZ8+eER0drRni/ncKhYLw8HDNDQ1nZ+cMoxd0PYpBiE9Rpot4ExMT9u/fT+PGjenZsyfbtm1j27Zt9OrVi+nTpzN27Ngsn7xdu3YZXs+cORNvb2/OnTuHlZUVK1euZP369bRo0QKADRs2YG1tzZEjR2jVqpXmOG9vb54/f87UqVPZv39/lnMIIYQQQgjxTwYGBpQuXZrSpUu/c7/Xy7a9rfD9+9eNGzeIiYkhKSkpQ+GclJSESqXKts9x4MCBf91maGj4xs0CExMTzU2HcuXKvXEj4u+jDszNzWW4uxA5LEuz0xctWpRDhw7RsGFDWrRoga+vL56ennz//fcfHSQ9PZ2tW7cSHx9PvXr1uHTpEqmpqbRs2VKzT8mSJbG3t+fMmTOaIv769etMmzaN8+fPExoamqlzvf6B+drLly+BV3ddU1NTP/qziLzn9d+7/P1/3uQ6EHINCJDrQGT9GtDX18fS0hJLS8sPPmdaWtq/9o6npKS80VuelJRESkoKaWlpwKti/N968F8X6v/cbmho+NFD/lUqVbbegNAl+Vkgsvsa+NB2M13E//25mrlz59KnTx86depEu3btMmxzdHTMUoCrV69Sr149kpKSMDExYefOndjZ2REQEIChoeEbE+lZWloSGRkJvCrGPTw8mDt3LqVLl850ET9r1ix+/PHHN94/fvx4rp2VVOSMw4cP6zqCyAXkOhByDQiQ60DkzmtAoVBgZGT0xqRyf6dSqUhMTHxj3XXxYXLjdSByVnZdA297FCczMl3EV69eHYVCgVqt1vx3y5YtbN26VTPhh0KhID09PUsBKlWqREBAAM+fP2f79u307duXkydP/uv+r88PMGHCBKpUqUKvXr2ydM4JEyYwevRozeuXL19ibW1N06ZNsbCwyFJb4tOQmprK4cOHcXV11cz3ID4/ch0IuQYEyHUg5BoQr8h1ILL7Gng9IjyrMl3Eh4WFfdAJ3sfQ0FAzsZ2TkxP+/v4sXLiQHj16kJKSQkxMTIbe+KioKOrXrw/AsWPHuHr1Ktu2bQPQ3EwoUqQIkyZNemtvO6AZQvRPBgYG8j/oZ06uAQFyHQi5BsQrch0IuQYEyHUgsu8a+NA2M13Ea3NdyXdRq9UkJydTq1YtDAwMOHz4MN27dwfg0aNHBAUFMWfOHAC2b9+eYZiQv78/AwYM4PTp05QrVy5H8gohhBBCCCGEEDklSxPbadvEiRNp06YN1tbWxMbGsmnTJk6cOMGBAwcwMzNj4MCBjBkzRjP75dixY3FwcNDMVv/PQv3p06cAVKlSRdaJF0IIIYQQQgjxydFpEf/48WN69+7No0ePMDMzw9HRkQMHDuDq6grAggUL0NfXp3v37iQmJtK8eXPWrFkjy1gIIYQQQgghhPgs6bSIX7ly5Tu3GxkZsXjxYhYvXpyp9po0aaJ5Ll4IIYQQQgghhPjUZHphyLi4uOzMIYQQQgghhBBCiPfIdBFfpEgR2rRpg7e3NxEREdmZSQghhBBCCCGEEG+R6SL+xo0buLm5sX37dmxtbXF2dmb69OkEBgZmZz4hhBBCCCGEEEL8v0wX8WXKlOGbb77hyJEjREVFMXr0aK5du0bjxo2xsbHhu+++49ixY6Snp2dnXiGEEEIIIYQQ4rOV6SL+78zMzPDw8GDTpk08ffqUZcuWoVKp6N+/P0WLFuX333/Xdk4hhBBCCCGEEOKz99Gz0+vr69OyZUtatmzJ4sWLuXz5MmlpadrIJoQQQgghhBBCiL/R+hJzNWrU0HaTQgghhBBCCCGE4AOH0wshhBBCCCGEECLnSREvhBBCCCGEEELkEVLECyGEEEIIIYQQecQHFfFpaWkcOXKEZcuWERsbC8DDhw+Ji4vTajghhBBCCCGEEEL8T5Yntrt37x6tW7cmPDyc5ORkXF1dMTU1Zc6cOSQlJbF06dLsyCmEEEIIIYQQQnz2stwT/9133+Hk5ERMTAzGxsaa9zt16sTRo0e1Gk4IIYQQQgghhBD/k+WeeF9fX/z8/DA0NMzwfpkyZYiIiNBaMCGEEEIIIYQQQmSU5Z54lUpFenr6G+8/ePAAU1NTrYQSQgghhBBCCCHEm7JcxLu6uvLrr79qXisUCuLi4vD09MTNzU2r4YQQQnyYdJWaK/efo1KpdR1FCCGEEEJoUZaL+AULFnDy5Ens7OxISkriiy++oGzZskRERPDzzz9nR0YhhBBZtNI3lA5L/FjlF6brKEIIIYQQQouy/Ex8yZIlCQgIYNOmTVy6dAmVSsXAgQP58ssvM0x0J4QQQncOX38MwKHrjxnUyFbHaYQQQgghhLZkqYhPTU1l8ODBTJkyhf79+9O/f//syiWEEOIDJaWmc+X+CwAC7j8nKTWdmIQU2i7ypWGFIizsWUPHCYUQQgghxIfK0nB6AwMDdu7cmV1ZhBBCaMHl8OekpKsASElTceX+c3Zdfkh0fAq7rzzkaVyyjhMKIYQQQogPleVn4jt16sSuXbuyI4sQQggtuBD27I3XB4IeAaBWw7HgKF3EEkIIIYQQWpDlZ+LLly/P9OnTOXPmDLVq1aJAgQIZtn/77bdaCyeEECLrLtyNBqCSpSk3Hsey+8pDbkXFabYfuv6Y7s7WuoonhBBCCCE+QpaL+BUrVlCoUCEuXbrEpUuXMmxTKBRSxAshxN+o1WriU9IxyZflH7cfJCVNxaV7MQB83aw83/xxWVPAlzAz4tGLJHxvPyExJR1jQ2WOZBJCCCGEENqT5d8qw8JkuSIhhABISElj2clQlHoKShUyplHFIhQzNdJsv/k4lrFbr3D94Ut2jWiAfSmzbM8U9PAFSakqzPMb4OZQgql/BhGTkArA4Ma2rPQN40FMIqduPaFV1eLZnkcIIYQQQmhXznQNCSHEJ2jB4Zv8dvp/NzYL5TdgeW8nHK3MWHE6lEVHb2smmPszICJHivjXz8M7ly2MUk+Bc9nCHPr/5eZa2xcn/FkCq/3ucvj6YynihRBCCCHyoCwX8QMGDHjn9lWrVn1wGCGEyCsevUhk7dl7ALSuWpxbUbHceRJPrxXnKVzAkMiXSQCUK1qAO0/iORYSxSR3u2zP5f//RXxtm8IA1CtnwaHrj6lZuhAlzIxxtbNktd9djoVEoVKp0dNTZHsmIYQQQgihPVku4mNiYjK8Tk1NJSgoiOfPn9OsWTOtBRNCiNxs0dHbpKSpcC5rjnevmiSlqhi9JYD9QZFEvkyipJkR41tXplmVYtScdpg7T+K5+zSeskUKvL/xD6RWq7ny4DkANcuYA+BRuzQx8Sm0rVYSeNVDb6BU8Cw+hYjniVgXzp9teT5GVGwSJvn0yW8oA8aEEEIIIf4uy78dvW2deJVKxfDhw7G1tdVKKCGEyM3Cnsaz5eJ9AMa3roxCocDYUMmSL2qy7uxd1Lwqno0MXk0cV9umMGfuRHMsJIoBDW2yLVfE80SexqWgr6fArkRBAIwMlIxuWUmzj4FSj3JFTQiJjOVWVGyuKuITUtJY7XeXdKk2BQAAIABJREFUvYGPCH70EpN8+kxpW4XuTtYoFDJiQAghhBACPmCd+Lc2oqfHqFGjWLBggTaaE0KIXO2XwzdJV6lpVrkYzmULa97X01PQr4EN/RvYaAp4gGaViwFwLCR712e/cv8FAFVKFMxw/n+qYGkKwI3IuH/dJ6cdD4nC9ZdTzD14g+BHLwGIS07j++1X+WrdJZLT0nWcUAghhBAid9BKEQ9w584d0tLStNWcEELkWoMa2tCoQhHG/q2H+12aV7EE4HxYNLFJqdmW6/VQ+mrW755Ar5KlCQC3HsdmW5as2H3lIf3X+BPxPJFShYz5uYsD/pNaMKFNZQyVehwJfsy8gzd0HVMIIYQQIlfI8nD60aNHZ3itVqt59OgR+/bto2/fvloLJoQQuVU160KsH1gn0/vbFCmAbZEChD6N5/Stp7g5lMiWXFfuvyriHa0KvXM/TU98LijiXyalMm3PdQC6O1nxn/ZVNc/BD3Eph21RE75ad5HfTofRuGJRGlUoqsu4QgghhBA6l+We+MuXL2f4CgwMBGD+/Pn8+uuvWg8ohBCfghZ2r3rjd16OyJb201Vqrka8Gk5f3frdRXyl/y/ib0fFka5SZ0uezPr18C2exiVjU6QA0zvavzGRnaudJb3qlgZg9JYrbL14nxcJ2TeaQQghhBAit8tyT/zx48ezI4cQQnzSujtZsfxUKMdCooh8kURxMyOttn87Ko6ElHQKGCopV9TknftaF86PkYEeSakqwp8lYJONM+a/y7nQaNaevQvAf9pXJZ/+25/jn+Rmx/nQZ9yKimPctkAm6QfxUycHutayyrmwQgghhBC5RJZ74ps1a8bz58/feP/ly5eyxJwQQvyL8sVMqV22MOkqNVv/f2Z7bXo9lN6+lBnK96z9rtRTUL7Yq0L/RmT2Dak/efMJvxy+yegtASw+eouk1FeT04VHJzD890v0XH6OdJWa1lWL41Lx34fJGxsq2TS4LqNdK1LR0oSUNBXjtl1hVzaNahBCCCGEyM2y3BN/4sQJUlJS3ng/KSmJ06dPayWUEEJ8ijzqWHPh7jM2+d9neNPy7y22s+L1pHbvG0r/WkVLU4IiXnLrcSyt7YtrLcdrIZEv6bvqQob39gdF0rKqJUtP3iEpVYVCAZ1rWDG1rd1727Mwyce3zSvwTbPyTN4VxO/nwxm9JQCfq48oW6QA9cpZ0LhCUa1+T4UQQgghcqNMF/Gvn30HuH79OpGRkZrX6enpHDhwgFKlSmk3nRBCfELa2JfgP7uvE/E8kVO3ntC0UjGttf2/mekzX8RD9k1ut//qq38jKlma0qqqJRvOh3P90Uuu///ycfXLWTC1nR2VixfMUrsKhYLpHexJTVex5eIDDl1/DMDyU6GUNDPi62YV+KJO6Q/KrFarORoSxdEIBTVeJFG6iMEHtSOEEEIIkZ0yXcRXr14dhUKBQqF467B5Y2NjFi9erNVwQgjxKTEyUNK5ZilW+91l8dFbuFQoip4Weo6TUtMJefSqGHe0evfycq+9ntzu1uPsWSv+dXH9VWNbutay4v/Yu+/wqMq0j+PfqZn0nkAKISGEhN4RpHcQEVwBCwgqWFZFV1wV13cpKyqiomJZCyiKiiKwFgQp0pv0hIRAICShpJLek5l5/wiJYiiZMJOTcn+uK5dm5syZX+CQ5D7P89zPvb2CmLXqKCdT8nl+ZBvu6haASlW7r12tVrHwbx0Z18WfUyl5nErLZ11kMhdzinlxbRRqFdzd07JCPulSIXN+PM7Wk+mAhnVv7WRk+2Ys/FtHnOwsnrQmhBBCCGEzNf7N5OzZs5jNZkJCQvj999/x9v5j/aJer8fHxweN5upNiYQQor47mZLHUyuPEKhRM8psu47tM/qF8N2BcxxOymbF/kTu793yps8ZfTGXcpMZLyc9/m72NXpNWLOKIj4+I58yowmdxuIWKdd0LrOQE8m5qFUwOLxitkEzVwNfTb8Fs9lc6+L9z1QqFX1aedGnlRcA/x7TlsWbT/HR9nj+9b/jeDrZMTjc54bT60vKjXyyI54lv52mpNyETqPCz95EYj6si0ymlbcTzwwLu+m8QgghhBDWUuMiPigoCACTyWSzMEIIoYTiMiNPfH2YuLR8YlGzeMtpnh9143XateHnZs9zI8OZ82M0C9fHMjTCF78aFt7XElk5lT7ArcYFsp+rAWc7LXkl5eyMS2dwuG/VcwkZBbywJpJzmUXkFJUxrU9Lnh3R5qrnKS03EZuSSwd/16r33nR5FL5HSw88HPVXHG+NAv5qDDoNL4wMJz23hDVHLjDji4PoNCq8nexQqVQ46DWM6ejH3T0DKS4zciI5j71nMth8Io0L2UVAxRT/ObeFE3tgO8XNO/H8mmi+O3COmYND0VrxJocQQgghxM2o9RzBmJgYkpKSqjW5Gzt27E2HEkKIuvTa+lji0vJxtNNQUGLkw+1n8XQyML1fiE3eb8otQfx47CKHErN4dtUxPn+gJ3pt7YvEys70NV0PDxXF9N09A/lk51nm/xTDraFeVVu8vb35FPviM6uO/Wz3WWYOaV0to8lk5pEvD7L1ZDpzb2/LtFuDgT+K+OHtrN8w73pUKhWv/a0j5SYzG46nUGo0cTGnuOr5xZtPsXjzqWqv83LS839j2jK2kx/l5eXEArd1aM7CX+NIyS1m68l0hrX1rfY6IYQQQgglWFzEx8fHM378eKKiolCpVJgvTzutHF0xGo3WTSiEEFZy/EIOn+1OIC2vmDcmdMLXxcDW2DQ+35MAwLuTOrF22wF+TtKwcEMsI9o1I9DDweo5KtZ0d2Dse7vZc+YSL6yO5M2JnWo9Sn3sfA5Q8/XwlWYOac3/jl4k4VIhn+48y+ODQknLLWZdVDIA79/blTk/Hicjv5SDiZlVU9crfbIz/vIacli8OY5xXSqam/6eUHEDYLgCha9eq+bde7pgNJlJyS0mPa8EqJhdsGJfIgcTs9Br1bTydqJbkBt9Q73p19oLx7+se7fTqrmrWwAf74jnm9+TpIgXQgghRL1h8dDPU089RXBwMKmpqTg4OBAdHc2OHTvo3r0727Zts0FEIYS4OcVlRh798hBjluxi9eHz7IzL4OmVR0nLLeaf3x8DYFqflvRv7cUwfzN9QjwoM5p5e3OczTKF+jjz/n1d0ahVrDlygYUbTtbqPDmFZZzNKAAqptNbwtmg48XR4QAs+S2OuNQ8VuxPosxopnuQO7d1bE7/y/u3b79crFc6lJjFol8rMrva68gpKmPRryeZ9d0xjCYz4c2cbXIDpKY0ahX+bvZ0DnSjc6Ab47r48/1jfTj672GcmD+S9U/14+VxHRjZvlm1Ar7S3T0CAdh28o8p90IIIYQQSrO4iN+7dy/z58/H29sbtVqNWq2mb9++vPrqq8ycOdMWGYUQotZKy008tuIQG6JT0KpV3NahOQ56DXvjLzFmyS4y8ktp4+vMC6PCq14za1hrANYcOc8pG23BBjCojQ+v3dkBgP9uP8Pnu89afI7ICxVT6YM8HXD/y/rzmhjX2Z9ewR4Ul5mY9PE+VuxLBOCBy1PjB17eBm/rybQrXjfvp2jKTWZu7+THknu6APDV/iS2xKZhp1XzfzXY+10Jbg76Gu8lH+LtxC0hHpjM8OnOeBsnE0IIIYSoGYuLeKPRiJOTEwBeXl5cvHgRqGh8d/Jk7UaShBDCFsxmM0+tPMLWk+kYdGpWTO/F+/d1Ze7YdgCk5ZWg16p5557OGHR/7K7RMcCVke2aYTbDG7/a9vvahO6BPDu8ovv5vJ9j+OXyVPaaqlwP39HCUfhKKpWKDyd3o4O/K5kFpWQWlNLc1cDwdhXTx/u39kKtglOp+Vy8PBqdklNM5PkcVKqKrvD9w7wZcHnE3slOyxcP9uTWUK9rvmdD8uiAVgAs35PA8Qs5CqcRQgghhKhFEd++fXsiIyMB6NWrF6+//jq7d+9m/vz5hITYpgmUEELUxsaYVNYfT0GvVfPJ/d25JcQTgAndAhh/ef32v0ZHEN7Mpdprnx0RVnWOnKIym+Z8fFAok29pgdkM//j2KJfyS2r82qPnKgrLThauh/8zD0c9X8/oRc+WHgA81De4ass5Nwc9XVq4A7Dt8pT6ylH5zoFueDvbAbDoro480j+Ebx+5hV6X/5wbg4FtfLitY3NMZpi9Jopyo+zQIoQQQghlWVzEv/TSS1XbzL388sskJibSr18/fvnlF959912rBxRCiNowm828u6ViTfuMfsH0a+1d9ZxKpeLNCZ3Y+dwgpvZpedXXh/o44+agAyAtt/iqx1iLSqVi3tj2hPk6UVJuYvup9Bu/iIqv8djl7eU6W9CZ/mqcDTq+mtGLtX/vw4OXp9JXGnh5lH3b5eJ9y4mK/w6+PNUewMfFwOzREbTzq/3NhPpqzu1tcTZoibqQw/K9iUrHEUIIIUQTZ3ERP2LECO68804AQkJCiImJISMjg7S0NAYPHmz1gEIIURtbTqQRfTEXB72G6X2rzxJSq1U3bLzm7VQxypyWV/OR8drSqFUMjaiYwr7tZM2K+KzCsqru6239qs8msJROo6ZLC3fUf1kzPii8oljffiqd02l57D6dAcDgCJ9q52iMfJwNVT0T3tx4UprcCSGEEEJRFhXx5eXlaLVajh8/fsXjHh4etd4aSQghrM1sNvPubxWj8Pf3blmrhm9A1VTx9Doo4uGPJnI74tIxmsw3PP5sRj4Afq4GHPQW7xhaY+38XOgd4klJuYkpS3+nqMxIMxcDbZvf/I2DhuKeHi3oHuROYamROT8cr9peVQghhBCirllUxGu1WoKCgmQveCFEvbYxJpXI8znY6zTM6Bd84xdcQ10X8V1buOFs0JJdWFY1Tf56zmYUAtDSy9GmuVQqFa/c2QG9Vk1yTsXSgkHhPk3q5q1areLVOzug06jYfCKNDcdTlI4khBBCiCaqVmviZ8+eTWZmpi3yCCHETSkpN/LKLycAeLBvSzwvT4mvjcrp9OkWNJq7GVqNmv6tK9ef33hKfeVIfLCNi/jK93hqSOuqzweHN42p9H/W2te5qlv9v/53XKbVCyGEEEIRFhfx7777Ljt37sTPz482bdrQtWvXKz6EEEJJy/ckkHipEG9nOx4bGHpT56rrkXiAAW2ubCJ3PWczCoC6KeIBHu4fQp9WnkQ0d6FvI9lCzlKPDwqlvb8LmQWlPPrlIYrLZGaaEEIIIeqWxYsox40bZ4scQghx0zLyS1iy5TQAz41og5Pdza0TV6KIr+wEH3k+h4z8EryuM5Ogcjp9XRXxOo2ar2fcUifvVV8ZdBr+O7kbty/ZRdSFHGavieLNCZ2qNQMUQgghhLAVi3/DnTNnji1yCCFq4XxWIel5JRhNZjoEuGKn1SgdSTFms5kX10SRV1JOe38X/tY14KbPqUQR7+NiIKK5CyeSc9kXf4kxHf2uepzZbCahjkfiRYUAdwfev7crU5b9ztojF3C00/CfO9o3qR4BQgghhFCOxdPpAbKzs/n000+vWBt/+PBhLly4YNVwQohr+3RnPP1e38r4D/Zw13/3MvqdnU16je6K/UlsjElFr1Hz2p0drTIyWlXE19Ga+Erdgir2fD927trN7VJzSygqM6KpwVZ5wvr6hHrx+t86olLBin1JzP0xWjrWCyGEEKJOWFzER0ZGEhYWxsKFC3njjTfIzq74JXPt2rXMnj3b6gGFENUdScritfWxmM3g72aPs0HLmfQC7vxgNyeSc5WOV+dOpuTx8s8xADw/Kpz2/q5WOa+PswGAzIJSyowmq5yzJjoHugNw9DpFfPzlpnaB7vboNLW6Hytu0t+6BbDork6oVLB8byLrpWO9EEIIIeqAxb/5PfPMM0ybNo24uDgMBkPV46NGjWLHjh1WDSeEqC63uIyZK49QbjJzeyc/dj0/iF+f7k9rHydSc0u4473dLPo1lsLScqWj1oniMiNPfnOYknITA9t48+CtLa12bjd7HdrLI/qX8kutdt4b6RxYcRMi6kIO5de4eZBQR9vLieu7q1sATw6qaKA4/6cY8kuaxr87IYQQQijH4iL+wIEDPPLII9Ue9/f3JyVFRiGEsCWTyczz30dyLrOIAHd7FoyvWIfr52bP94/2YVAbb0qNJt7feobBb2zn2wNJ1ywCG4uX18VwKjUfLyc73pjQyarrktVqVVVjubS8Yqud90ZCvJxwNmgpLjNxMjXvqsfU5fZy4vr+PiiUIE8HUnKLeWfzKaXjCCGEEKKRs7iINxgM5OZWn6578uRJvL29rRJKCHF172yJY/3xFHQaFe/e0wUXg67qOVcHHcum9eCjKd3wd7MnJbeY51dHMeqdnRxKzFIwte1sOJ7Min1JACye1Om6ndxrS4nmdmq1ik4BFevij57LprjMyOpD50nN/eNGQl13phfXZtBpmDu2HQDLdicQd40bL0IIIcSfmc1mTCbppyIsZ3ERf8cddzB//nzKysoAUKlUJCUl8cILL/C3v/3N6gGFEBV+OnaRd7bEAbBgXAe6tnCvdoxKpWJEu2ZsmTWAl26LwM1BR1xaPhP+u4fX1sc2qlH5bSfTmLnyKACPDAihX2vb3ERUoogH6Bx4uYhPymbuj9HMWnWM4Yt3sOF4MiAj8fXNoDY+DG/ri9FkZrGMxgshhLiB6csPEP5/G/gtNk3pKKIBsriIf+ONN0hPT8fHx4eioiIGDBhAaGgozs7OLFiwwBYZhWjSzGYzy3ad5amVRwB48NZgJvYIvO5rDDoN0/uFsP3ZQdzZxR+TGf67/Qwf74yvi8g291tsKg9/cYjSchPD2/ry7PA2NnsvbydlivhOl4v432LT+O7gOQByisp4dMVh7l/2O0mZMhJf38wa3gaVCn6JSmmSDSaFEELUnNkMJeWmOt8BRzQOFu8T7+Liwq5du/jtt984fPgwJpOJrl27MnToUFvkE6LJW7DuBJ/uOgvApO6BvDg6vMavdXXQ8dakznRp4cb//RDNB1vPMKFbYNXockN0ICGTR1ccptRoYlT7Zrx7TxebdmdXapu5ypH4SwUVDfVGtmtGSy9HPtpxhh2n0gHQa9X4udrXaS5xbW2aOXNbh+b8HJnM25tP8dGU7kpHEkIIUU/5uFzuuZMrRbywnMVFfKXBgwczePBga2YRQvzF3jOX+HTXWVQqmD0qnBn9QmrVuO2+XkGsOnSeyPM5LN58ilfGd7BBWtuLS81j+vKDlJabGBrha/MCHpSbTu/tbIe/mz0XsovQa9S8ODqCFp4OTOoRyNojF9hyIpUBYd6o1dZr5Cdu3lNDWrMuKplfo1PZH3+JXiGeSkcSQghRD1XN9Muvu8a5ovGo1W+/W7ZsYcyYMbRq1YrQ0FDGjBnD5s2brZ1NiCbNaDIz76doACb3CuLh/q1q3XldrVbx0m1tAVj5exInUxpe463U3GKmfXaAnKIyurZwY0kdFPCgXBEP0CvYA4CpfYJo4ekAVEyff2ZYGOtm9uO5kTWflSHqRmtfZ+7o5AfAlKW/8+W+RDbFpPL6hlj2xV9SOJ0QQoj6wtulYqtuGYkXtWHxb8DvvfceI0eOxNnZmaeeeoqZM2fi4uLC6NGjee+992yRUYgmaeWBJGJT8nC11/HMsLCbPl/PYA9GtW+GyQwfbDtthYR1J7+knAc+O8CF7CJCvBxZOrUH9npNnby3UtPpAV4YHc4bEzrxzxFSrDck88e1Z2iEL6VGE//3v+PM+OIgH2w7w/3LfmdXXIbS8YQQQtQDf4zESxEvLGdxEf/qq6+yePFivvnmG2bOnMnMmTP5+uuvWbx4Ma+88ootMgrR5KTlFfPGrycB+MfQ1rg76q1y3scGtgJgfVQKlxrID40yo4nHVhwiJjkXLyc9yx/sabU/j5pQqrEdgI+zgbu6BaDX2n7GgbAeF4OOj6d04/mR4bja62jl7UjHAFdKy03M+OIgv5/NVDqiEEIIhcmaeHEzLF4Tn5uby8iRI6s9Pnz4cJ5//nmrhBKiKSs3mpj5zRGyCssIb+bM5FuCrHbujgFudAxwJfJ8Dt8fOs8jA1pZ7dy2YDabmb0mip1xGdjrNCyb1oNAD4c6zVA5El9YaqSgpBxHu1q3EhFNiFqt4rGBrXh0QEUfi5JyIzO+OMSOU+lM+ngvI9s1Y0CYN2czCkAF0/q0pLk0KRRCiCbjzyPxZrO51ksmRdNk8fDO2LFjWbt2bbXHf/jhB26//XaLzvXhhx/SsWNHXFxccHFxoXfv3qxfv77q+ZKSEp588km8vLxwdHRk7NixnD9/vur5Y8eOcc899xAYGIi9vT0RERG88847ln5JQtQrizefYl98Jo56De/f1xWtldd939erBQBf/56EyWS26rmt7e3NcXx/6DxqFbx/Xxc6BrjVeQZHOy2Ol6fuKzEaLxq2yl/K7LQaPprcjTEdm2M2w/rjKbywJoqPdsTz0fZ4hry5nQ+2ncZYz/9NCiGEsI7KQYLSchO5ReUKpxENjcVDShERESxYsIBt27bRu3dvAPbt28fu3buZNWsW7777btWxM2fOvO65AgICeO211wgNDQVg+fLl3HHHHRw5coR27drx9NNP89NPP7Fy5Uo8PT2ZNWsWY8aM4dChQ2g0Gg4dOoS3tzcrVqwgMDCQPXv28PDDD6PRaHjiiScs/dKEUNyhxEze33oGgNf+1pFW3k5Wf4/bO/nx8s8nSLxUyK7TGfQP87b6e9wss9nM+1tP886WOABeHteBweG+iuXxdraj4FIhaXkltJR92UUt2es1vHdvV2YOyeOTHfFczCki1NuJ4xdzOZSYxesbTlJuNDNzSGulowohhLAxg06Di0FLbnE56fnFuDrolI4kGhCLi/ilS5fi7u5OTEwMMTExVY+7ubmxdOnSqs9VKtUNi/i/jtwvWLCADz/8kH379hEQEMDSpUv58ssvq/agryzWN2/ezIgRI3jwwQeveH1ISAh79+5lzZo1UsSLBsdsNrNwQ8U6+L91DeD2yx2urc1Br+XOrv4s35vIYysOMbFHIA/3D6k3U3lLy028uDaK7w9VzLp5akhr7r08e0ApD/YNprTchL97/fgzEg1bmK8ziyZ0qvrcbDazbHcC//k5hve3nmZ8F/86XzYihBCi7vm4GMgtzictt4RQH2el44gGxOIi/uzZs7bIgdFoZNWqVRQUFNC7d28OHTpEWVkZw4cPrzrGz8+P9u3bs2fPHkaMGHHV8+Tk5ODh4XHd9yopKaGk5I9psbm5uQCUlZVRVlZmha9GNDSVf+9K/v3vPJ3B72cz0WvVPDU4xKZZpvcNYn/8JWJT8/lsdwL/O3KBZfd3o72/i83esyZyisp44puj7DubhVoF/x4TwX09A+vs7+Va18E93f2rHSMaJ6W+F0zp6c/G6GT2n83iPz9H8/49nev0/cWV6sPPBKEsuQYE2P468HLUcRq4mF0o11o9ZetroLbnVZnNZkUX4EVFRdG7d2+Ki4txcnLi66+/ZvTo0Xz99dc88MADVxTbUNFALzg4mI8++qjaufbu3cuAAQNYt24dw4YNu+Z7zp07l3nz5lV7/Ouvv8bBQUY/RN0zm+HNKA3nClQMaG7izpamOnnP2BwVPyWquVCowk5tZnq4iTBXZb4lpBbB0pMaUosqskwLM9HWXdYHi6bjYgEsitRgQsVjEUbC3eT6F0KIxuyLODWHMtTcEWRksJ98z2+KCgsLuffee8nJycHFpeaDaRaPxJvNZr7//nu2bt1KWloaJtOVxcaaNWssOl+bNm04evQo2dnZrF69mqlTp7J9+/brvv/VujdGR0dzxx138O9///u6BTzA7NmzeeaZZ6o+z83NJTAwkEGDBuHp6WlRftE4lJWVsWnTJoYNG4ZOV/drkn6NTuXcvmM46DUsvH8Anpc7ltrabcAjJeX8/euj7I3P5NNTOpbe35VewdefzWJN6XklvL8tnm8jz1NuMtPMxY6PJ3clonndTytT+joQylP6Gkh2iOWLfUnsL/DkmXt71vn7iwpKXwdCeXINCLD9dXBs/UkOZSTiFRDC6JFtrH5+cfNsfQ1Uzgi3lMVF/FNPPcXHH3/MoEGD8PX1ventEPR6fVVju+7du3PgwAHeeecdJk2aRGlpKVlZWbi7u1cdn5aWRp8+fa44R0xMDIMHD2bGjBm89NJLN3xPOzs77OyqF0k6nU6+UTdxSlwDRpOZd36raGb3UN9gmrlbv5nd9bjrdHz2QE8e/+owW2LTePSro3w4uStqlYoL2UWUlJvAbCbUx5l2/i64GGr+55OaW8zyPQmcSM7lbEYBnk52RDR3JryZC+HNnNkRl8GnO+MpLDUCMDjch1fv7ICvi8FWX26NyPcCodQ18MTg1qw8cJ7DSdlEXsyjW1Dd3VAT1cn3AiHXgADbXQfN3Cp67VwqKJPrrJ6z1TVQ23NaXMSvWLGCNWvWMHr06Fq94Y2YzWZKSkro1q0bOp2OTZs2MXHiRACSk5M5fvw4r7/+etXx0dHRDB48mKlTp7JgwQKbZBLCln44eoG4tHxc7XVM7xeiSAaDrmI7uwc+O8De+EtMWfr7VY9TqeDxgaHMGh523Rt4ZrOZnyOTeel/x8kp+mOtT8KlQg4lZlU7vksLN14YGU6vEJkJI5o2HxcD47v48+3Bc3y0PZ6P75ciXgghGqvKbebSZAtbYSGLi3hXV1dCQqxTaLz44ouMGjWKwMBA8vLyWLlyJdu2bWPDhg24urry0EMPMWvWLDw9PfHw8ODZZ5+lQ4cOVd3qo6OjGTRoEMOHD+eZZ54hJSUFAI1Gg7d3/ds2S4i/Ki03sXjzKQAeHdAKV3vl7sIadBo+mdqdBz77ncNJ2QR5OBDg4YCDTkO5ycSJ5DwuZBfx3tbTmMxm/jmiTVUhH5uSy9bYdI6dyyYuLY+UnGIKLo+ud/B3ZWKPQFp5OZKeX8KJ5DxiU3KJTc7Dw1HPzCGhjGjX7KZn9QgzwBuXAAAgAElEQVTRWMzoH8y3B8+x6UQq8en5hNhgq0khhBDK83GumHmYLkW8sJDFRXxlU7hly5Zhb39z2y2lpqYyZcoUkpOTcXV1pWPHjmzYsKFqTfvixYvRarVMnDiRoqIihgwZwueff45GowFg1apVpKen89VXX/HVV19VnTcoKIiEhISbyiZEXVh5IIlzmUV4OdkxtU+Q0nFwstPy3SO9MZrMaDXqas9/sTeBf/8QzQfbzhCfXsDwdr7sjMtg7ZEL1Y7Va9Q8OrAVTw4ORfenc90hTbeFuK5QH2eGRviw+UQan+yM59U7OyodSQghhA3ISLyoLYuL+AkTJvDNN9/g4+NDy5Ytq83jP3z4cI3P9ed95a/GYDCwZMkSlixZctXn586dy9y5c2v8fkLUJ2l5xSz6tWJf+JlDQnHQW/zP0SZUKhVazdVHxe/v3ZIyo5n//BzDhugUNkSnVD03JNyHnsEetPVzwd/NHj83eww6TV3FFqJReXRAKzafSGPVwfP8fWCo7BsvhBCNkM/lIj6nqIySciN2Wvm9SdSMxVXDtGnTOHToEJMnT7ZKYzshmqr//HyCvOJyOvi7cl8v5Ufha+qhvsF0C3Jn/fFkdp/OwNfZwNNDw+gQ4Kp0NCEaje4tPegf5s2OU+m8syWONyZ0UjqSEEIIK3O116HXqCk1mtgYncqiX0/yxOBQJnYPVDqaqOcsLuLXrVvHr7/+St++fW2RR4gmYdvJNH46dhG1Cl69swMadcO6GdY50I3OgW5KxxCiUZs1LIwdp9JZc/g8jw5oRaiPrI0XQojGRKVS4e1sx4XsImaviSK/pJyv9ydJES9uqPqi1xsIDAy0aCN6IcSVyowm5v0UA8ADtwbT3l9GsIUQ1XUKdGNYW19MZnjllxOUGU1KRxJCCGFlXpen1OeXlAMQczGXknKjkpFEA2BxEf/mm2/y3HPPSeM4IWpp5YFzFXumO+p5emhrpeMIIeqxZ4aFoVGr+C02jQc+O3DFlo1CCCEavsp18VCxlW+psWJHICGux+IifvLkyWzdupVWrVrh7OyMh4fHFR9CiGsrKCnnnc1xAMwc0hpng3Jbygkh6r+I5i78d3I3HPQadp3O4M4PdpN4qUDpWEIIIazEz7Vim7keLd3p37pii+xj57KVjCQaAIvXxL/99tu2yCFEk/DpzrNk5JcQ5OnAPT1bKB1HCNEADGvry3eP9Gb68oOcSS9g/Ad7+HhKN7q3lBvnQgjR0D3YNxiVSsWM/iGsOniO7afSOXoum6lKBxP1msVF/NSpckkJURtGk5nP95wF4NnhbdBrLZ4II4Rootr7u/LDE7cyfflBoi7kcO+n+/n5yb6E+TorHU0IIcRNCPJ0ZO7YdgBVTYOPyki8uIFaVRFnzpzhpZde4p577iEtLQ2ADRs2EB0dbdVwQjQmURdyyCosw9mgZVT7ZkrHEUI0ML4uBr595BZuDfWktNzEf36OwWw2Kx1LCCGElXQKqCjiz2YUkF1YqnAaUZ9ZXMRv376dDh06sH//ftasWUN+fj4AkZGRzJkzx+oBhWgsdp5KB+DWVl5oNTIKL4SwnINey6vjO6LXqNkZl8GWE2lKRxJCCGEl7o56Wno6AHDsfI7CaUR9ZnEl8cILL/Dyyy+zadMm9Hp91eODBg1i7969Vg0nRGOyI66iiO8X5qVwEiFEQ9bC04GH+gUDsOCXE5SWy9ZzQgjRWFRNqU+SKfXi2iwu4qOiohg/fny1x729vbl06ZJVQgnR2OQVl3H48jfjys6jQghRW48PCsXb2Y6zGQWsOXxe6ThCCCGspFPVuvgshZOI+sziIt7NzY3k5ORqjx85cgR/f3+rhBKisdl75hJGk5lgL0cCPRyUjiOEaOCc7LRM71sxGr/ywDmF0wghhLCW7kEVO4/sP5tJcZlR4TSivrK4iL/33nt5/vnnSUlJQaVSYTKZ2L17N88++yz333+/LTIK0eDtjMsAoF9rmUovhLCOO7sGoFWrOHoum1OpeUrHEUIIYQXt/V3wczVQWGpk++V+SkL8lcVF/IIFC2jRogX+/v7k5+fTtm1b+vfvT58+fXjppZdskVGIBq9qPbxMpRdCWIm3sx2Dw30A+FZG44UQolFQqVSMbN8cgA3HUxROI+ori4t4nU7HV199RVxcHN999x0rVqwgNjaWL7/8Eo1GY4uMQjRop9PySLxUiE6joncrT6XjCCEakUk9AgFYe+SCNLgTQohGYnSHiq2IN8ekUlIuU+pFdRYX8fPnz6ewsJCQkBDuuusuJk6cSOvWrSkqKmL+/Pm2yChEg/bTsYoeEv1ae+Nkp1U4jRCiMRkQ5o2Psx2ZBaVsjJERGyGEaAy6tnDHx9mOvJJy9pyWxuGiOouL+Hnz5lXtDf9nhYWFzJs3zyqhhGgszGYzP0VeBGBMx+YKpxFCNDZajbpqNP7NjadkxEYIIRoBtVrFyPYVo/Hrj1dvKC6ExUW82WxGpVJVe/zYsWN4eHhYJZQQjcWJ5Dzi0wvQa9UMa+urdBwhRCM0o39I1XZzn+yIVzqOEEIIK6gq4qNSOJdZqHAaUd/UuIh3d3fHw8MDlUpFWFgYHh4eVR+urq4MGzaMiRMn2jKrEA3Oz5dH4QeGeeNs0CmcRgjRGLkYdPxrdAQA7209Lb/sCSFEI9Ar2JMO/q7klZTz8JeHKCwtVzqSqEdqvED37bffxmw28+CDDzJv3jxcXV2rntPr9bRs2ZLevXvbJKQQDZHZbObnyIopUGM6+SmcRgjRmN3R2Y+VB5LYF5/JP749yorpvTDort1sNrOglF+ikhnRrhneznZ1mFQIIURNaNQq/julG3e8t4sTybn88/tI3runy1VnRIump8ZF/NSpUwEIDg7m1ltvRauVBl1CXM+J5DySMgsx6NQMubwNlBBC2IJKpWLB+A6Me383BxOzmPnNET64rytaTfUJd0aTmYeWH+BIUjavb4jl+VHhTOoeeNVjhRBCKMffzZ4PJ3fj3k/2sS4ymbGd/BjRrpnSsUQ9YPFP7AEDBkgBL0QNHDufDUC3IHccpSu9EMLGWnk78cn93dFr1WyMSeXJb46Qlltc7bilu+I5klTx/Sm3uJx/rT1Ot5c38+Q3RziUmFXXsYUQQlxHj5YePNK/FQCvrY+lzCjbiYpaFPFCiJqJupADQHt/1xscKYQQ1nFLiCfv3t0ZtQrWH09h0BvbmP9TDD8cvcDBhEw2xaTyxsZTACwY3545t7fF3UFHTlEZPx27yN0f72XtkfMKfxVCCCH+7NGBrfBy0nM2o4Cv9ycpHUfUAzI8KISNHL9cxHeQIl4IUYdGtm/O2r/fytyfojmSlM2y3WerHdM/zJt7e7ZApVIx5ZYgjp3P5uMd8fwanco/vj3GxexiHh8UqkB6IYQQf+Vkp+XpoWG89L/jvL35FOO7+uMiDZObNBmJF8IGSstNxCbnAVLECyHqXqdAN1Y/2ocP7+vKlFuC6BbkTpCnAyHejtwS4sHCv3Woao6k1ajpFuTBh/d145H+IQAs+vUkn+6U7eqEEKK+uLtHIK28HckqLOPLvYlKxxEKq/VI/OnTpzlz5gz9+/fH3t7+mvvHC9EUnUrNo9RowsWgpYWHg9JxhBBNkFqtYlSH5ozq0LzGx88eHYGzQcsbG0/x8roTuNjrmNg90MZJhRBC3IhWo+bvA0OZteoYn+9JYHq/YOy0196FRDRuFo/EX7p0iaFDhxIWFsbo0aNJTq7YQmv69OnMmjXL6gGFaIiO/2k9vNzcEkI0JI8PCmVGv2AAnl8dyftbT2M2mxVOJYQQ4vZOfjRzMZCeV8IPRy4qHUcoyOIi/h//+AdarZakpCQcHP4YYZw0aRIbNmywajghGqooWQ8vhGigVCoVL46OYFqflpjNFVPrZ648SlGpUeloQgjRpOm1ah7s2xKAj3fGYzLJDdamyuIifuPGjSxcuJCAgIArHm/dujWJibI+QwiA4xdzAelML4RomFQqFXPHtuOV8R3QqlX8dOwiEz7aw8XsIqWjCSFEk3ZPzxY422k5nZbPltg0peMIhVhcxBcUFFwxAl8pIyMDOzs7q4QSoiErM5o4kVxRxMtIvBCiIbu3Vwu+mt4LD0c9xy/kMva9XcSl5ikdSwghmixng47JvYMAeH1DLOV/2Tc+IaOAU6l5GE1mknOKeGvTKZ5eeYQv9iaQkFGgQGJhCxYX8f379+eLL76o+lylUmEymVi0aBGDBg2yajghGqK41HxKy00420lTOyFEw9crxJMfn7iViOYuZOSX8uz3kRhlCqcQQijm0f6tcHPQEZeWz6pD56se3xmXztC3tjN88Q46zv2Vvgu38u6WOP539CL//iGaoW9t57fYVAWTC2uxuIhftGgRH330EaNGjaK0tJTnnnuO9u3bs2PHDhYuXGiLjEI0KJVN7dr5u6BWS1M7IUTDF+DuwGfTeuBsp+XYuWy+2JugdCQhhGiyXB10zBzcGoA3N56ioKScuNQ8/r7iMOUmM1q1ioJSI0aTmV7BHswc0ppOgW6Um8y8+kus3IhtBCzeYq5t27ZERkby4YcfotFoKCgo4M477+Txxx+nefOabWMjRGMmTe2EEI1RM1cDz48K56X/HWfRrycZ1taXAHeZbSSEEEqYfEsQy/cmkHipkF6vbEGlgryScnq29GD5gz1JyizEoFMT5OkIwPR+wfR97Tfi0vL5JSqZ2zv5KfsFiJtSq33imzVrxrx586ydRYhGIepP28sJIURjcm/PFvxw9AIHErK495P9LJvWnVAfZ6VjCSFEk6PXqlkwrgOPrThEXkk5AC09HfhoSjfs9RraNLvye7OLQcf0fiG8tekU72yJY3SH5mhkxmiDZfF0+s8++4xVq1ZVe3zVqlUsX77cKqGEaKjKpamdEKIRU6tVvDmhMy08HEjKLGT8B3vYe+aS0rGEEKJJ6tvai4P/N5RN/+jP0qndWf1YH9wd9dc8ftqtLXExVHS2X7orHrNZptU3VBYX8a+99hpeXl7VHvfx8eGVV16xSighGqq4tHxKyk042WlpeXn6khBCNCYtPB1Y+/c+9GjpTl5xOY99dYiUnGKlYwkhRJNkp9XQ2teZIRG+eDpdf6cwF4OOxwaGAvDKL7E8uyqSolJjXcQUVmZxEZ+YmEhwcHC1x4OCgkhKSrJKKCEaqqqmdn7S1E4I0Xh5Otnx5UO9aO/vQnZhGc98dxSTNEoSQoh675H+IfxzRBvUKlh9+DyPrDgk378bIIuLeB8fHyIjI6s9fuzYMTw9Pa0SSoiG6rg0tRNCNBEGnYZ37u6CvU7DnjOX+HhnvNKRhBBC3IBareLxQaGsmN4Lg07NjlPp8v27AbK4iL/77ruZOXMmW7duxWg0YjQa+e2333jqqae4++67bZFRiAajqjN9gBTxQojGr5W3E3PHtgXgrY2niEvNUziREEKImujTyos5t7cD4I1fT3IkKUvhRMISFhfxL7/8Mr169WLIkCHY29tjb2/P8OHDGTx4sKyJF01audFEzOWmdu38pIgXQjQNE7sHMiTch1KjiX9+Hyn7DwshRANxd49AbuvYnHKTmRdWR0mjuwbE4iJer9fz7bffEhsby1dffcWaNWs4c+YMy5YtQ6+/djdEIRq7M+kFFJeZcNRrCPGSpnZCiKZBpVLx8vj2ONtpOXoum892n1U6khBCiBpQqVQsGNcevVbNydQ8TspsqgbD4iK+UlhYGBMmTGDMmDEEBQVZM5MQDVJUVVM7V2lqJ4RoUpq72jN7dAQAi349ycGETIUTCSGEqAk3Bz0DwrwBWBeZrHAaUVPa2rzo/Pnz/PjjjyQlJVFaWnrFc2+99ZZVggnR0MRWTqX3d1E4iRBC1L17egbyW2wam0+k8uDnB1j1aB/aNHNWOpYQQogbGNOxOZtiUlkXmcwzw8JQqWQwqr6zuIjfsmULY8eOJTg4mJMnT9K+fXsSEhIwm8107drVFhmFaBASLhUCyFR6IUSTpFKpWHJPF6Ys3c/BxCzuX7af9U/1x8NRltoJIUR9NiTCFzutmviMAk4k59HWTwak6juLp9PPnj2bWbNmcfz4cQwGA6tXr+bcuXMMGDCACRMm2CKjEA1C4qUCAII8pYgXQjRN9noNS6f2oJW3I6m5Jbyz+ZTSkYQQQtyAk52WQW18AFgXdVHhNKImLC7iT5w4wdSpUwHQarUUFRXh5OTE/PnzWbhwodUDCtEQmExmkjIrRuKDPB0UTiOEEMpxddDxnzvaA/DV/iTOpOcrnEgIIcSN3NaxOQA/HrtIcZlR4TTiRiwu4h0dHSkpKQHAz8+PM2fOVD2XkZFhvWRCNCCpecWUlJvQqlX4u9krHUcIIRTVJ9SLweE+lJvMLFwfq3QcIYQQNzAkwgdXex3nMot44uvDlBlN1Y4pKCnn4x1nmPzpfiL+bwMj397B57vPkltcpkDips3iNfG33HILu3fvpm3bttx2223MmjWLqKgo1qxZwy233GKLjELUe4mX18P7u9uj1dR60wchhGg0XhwdzvZT6WyMSWVXXAZ9W3spHUkIIcQ1OOi1fDylG/cv+53NJ9J48PMDdApww9VeR7eW7phMZmatOlb1Oy9AbEoec3+KYfneRNbN7IuDvlY900UtWPwn/dZbb5GfXzE1bu7cueTn5/Ptt98SGhrK4sWLrR5QiIYg6VLlVHpZDy+EEAChPs7c16sFX+xN5Lnvj7H+6f642uuUjiWEEOIaeoV48t/J3ZjxxUF2xmWwM676LGs/VwMz+ofQo6UHh5OyWPLbac5mFPDR9nj+MSxMgdRNU42K+HfffZeHH34Yg8GAVqulQ4cOADg4OPDBBx/YNKAQDUFCZVM7D1kPL4QQlZ4fGc62k+kkZRYy78do3prUWelIQgghrmNQuA/fPtKbjTEplJSZuJhdxO8JmWQXljG2kx//Gde+6oZse39XPB3tePzrw3y04wyTegTiJ8tK60SNivhnnnmGu+++G4PBQHBwMMnJyfj4+Ng6mxANRqI0tRNCiGoc7bQsntSJCf/dy5ojF2juZuDJwa0x6DRKRxNCCHEN3YLc6RbkXvW5yWSmoLQcZ0P12VSjOzSjZ0sPfk/I5NX1sbx7d2fZZ74O1KiI9/PzY/Xq1YwePRqz2cz58+cpLi6+6rEtWrSwakAhGgLZXk4IIa6uW5AHTw5uzTtb4nh/6xn+d+QizVwNpOQU0ynQlWeGtSHUx0npmEIIIa5BrVZdtYAHUKlU/Pv2ttz+3i5+OnaRkjIjL49vj4+zoY5TNi01KuJfeuklnnzySZ544glUKhU9evSodozZbEalUmE0ypYEomkxm81VTT5kJF4IIap7emhrWvs6sWDdCS5kF3EhuwiAC9lF/BqdyiP9Q3huZLjCKYUQQtRGe39X/u+2trzyywk2xqSyL/4S0/uFMLVPS+mFYiM1KuIffvhh7rnnHhITE+nYsSObN2/G09PT1tmEaBCyC8vIKy4HoIWsiRdCiGpUKhVjOvoxONyHX6NT0GnUuNnr+XxPAptPpPLBtjP0aOnBoHBZqidEY3LvJ/tQq1TMub0trX2dlY4jbOjBvsHcEuLJP78/RvTFXN7adIpPdsTzwuhw7u3ZQqbYW1mNu9M7OzsTERHBsmXLiIiIoHnz5rbMJUSDUdnUrpmLQdZ5CiHEdTjotYzvElD1ed/WXixYF8MnO88y76do+oR6YqeV76NCNAYl5UZ+P5tJucmMg51sPdYUtPVz4ccn+vJz5EU+2HqGk6l5/GvtcbbGprHork64O+qVjthoWLShtUaj4dFHH73menghmqKky03tWshUeiGEsNjMIa3xcbYj4VIhn+48q3QcIYSVxKXmU24y4+agw89V1kc3FRq1ijs6+7P+qX68dFsEeo2azSfSeOa7o5jNZqXjNRoWFfEAHTp0ID4+3hZZhGiQEjIqiviWUsQLIYTFnA06XhwdAcC7W+L4Ym8CJpP8oidEQxd9MQeAts1dZCp1E6RWq5jeL4TvH+uNTqNi68l0tpxIUzpWo2FxEb9gwQKeffZZfv75Z5KTk8nNzb3iQ4imJjFTOtMLIcTNuKOzH0PCfSgpN/HvH6KZ8NFesgpKlY4lhLgJMRcr6oJ2fi4KJxFK6hjgxkN9QwCY93M0xWXSBN0aLC7iR44cybFjxxg7diwBAQG4u7vj7u6Om5sb7u7uNz6BEI2MdKYXQoibo1Kp+Pj+7sy/ox1OdloOJWYx58dopWMJIW5CTHJFEd9Wivgm78nBoTRzMXAus4iPd8iMbmuwuMvE1q1bbZFDiAarqoj3kJF4IYSoLY1axf29W9IpwI3xH+zmx2MXGdOxOcPbNVM6mhDCQiaTuWokvm1zV4XTCKU52ml5YVQ4T397lK/3J/HEoFDUallicTMsLuIHDBhgixxCNEgFJeVk5JcA0thOCCGsoVOgGw/3b8V/t5/hX/87Ts9gD9wcpKOxEA1JUmYhBaVG9Fo1rbxlkEPAyPbNcFyrISW3mKgLOXQKdFM6UoNmcRG/Y8eO6z7fv3//WocRoqGpHIV3d9Dhaq9TOI0QQjQOTw9tzcaYFOLTC1jy22n+b0xbpSMJISwQfXkUPryZM1qNxat3RSNk0GkY2MaHdVHJbIxJkSL+JllcxA8cOLDaY3/uOGk0SrMC0XQkXW5q10Ka2gkhhNUYdBr+PaYt0z47wFf7E3lsYCu8nOyUjiWEqKGY5IrO9NLUTvzZ8Ha+FUV8dCr/HBGudJwGzeJbY1lZWVd8pKWlsWHDBnr06MHGjRttkVGIeivhkmwvJ4QQtjAgzJtOgW4Ul5n4ZKc0QhKiIYmuWg8vRbz4w8A2PmjVKuLS8olPz1c6ToNmcRHv6up6xYeXlxfDhg3j9ddf57nnnrNFRiHqrT+a2kkRL4QQ1qRSqZg5OBSAL/cmkilbzgnRYFQ1tfOTpnbiD672Onq38gRgU0yqwmkaNqstUvH29ubkyZPWOp0QDUKS7BEvhBA2Mzjch3Z+LhSWGlm6S0bjhWgIMvJLSMsrQaWqWBMvxJ9V7jiyUYr4m2JxER8ZGXnFx7Fjx9iwYQOPPfYYnTp1suhcH374IR07dsTFxQUXFxd69+7N+vXrq54vKSnhySefxMvLC0dHR8aOHcv58+evOEdSUhK33347jo6OeHl5MXPmTEpL5W69qBsJGbJHvBBC2IpKpWLmkNYALN+TSHah/HwXor6LTc4DoKWnI452FrffEo3csAhfAA4nZZGWV6xwmobL4iK+c+fOdOnShc6dO1f9/+jRoyktLWXp0qUWnSsgIIDXXnuNgwcPcvDgQQYPHswdd9xBdHQ0AE8//TRr165l5cqV7Nq1i/z8fMaMGVPVPM9oNHLbbbdRUFDArl27WLlyJatXr2bWrFmWfllCWKyk3EhyThEg28sJIYStDIvwJbyZM/kl5SzbnaB0HCHEDcSmVEylb+Mro/CiumauBjoFumE2w5YTaUrHabAsvj129uzZKz5Xq9V4e3tjMBgsfvPbb7/9is8XLFjAhx9+yL59+wgICGDp0qV8+eWXDB06FIAVK1YQGBjI5s2bGTFiBBs3biQmJoZz587h5+cHwJtvvsm0adNYsGABLi7STEPYzvmsIkxmcNBr8JauyUIIYRNqdcVo/N+/Osxnu88yvV8wLgbZ0lOI+io2pWIkPry5FPHi6oa39eXYuWw2RqdwT88WSsdpkCwu4oOCgmyRA6PRyKpVqygoKKB3794cOnSIsrIyhg8fXnWMn58f7du3Z8+ePYwYMYK9e/fSvn37qgIeYMSIEZSUlHDo0CEGDRp01fcqKSmhpKSk6vPc3Io7hmVlZZSVldnk6xP1W+XfuyV///FpFddNC3d7ysvLbZJL1K3aXAeicZFroH4aEuZJqLcjp9MLWLrjDE8MamXT95PrQMg1UHsnLm8vF+rl0OD//OQ6sI3BYZ4s+hV2nc4gK78Ip3q87MLW10Btz1vjP7H9+/eTmZnJqFGjqh774osvmDNnDgUFBYwbN44lS5ZgZ2fZiGRUVBS9e/emuLgYJycn1q5dS9u2bTl69Ch6vR53d/crjvf19SUlJQWAlJQUfH19r3je3d0dvV5fdczVvPrqq8ybN6/a41u3bsXBQaZFN2WbNm2q8bE7klWABn1ZLr/88ovtQok6Z8l1IBonuQbqnz5uKk6na/hs52laFp5ErbL9e8p1IOQasIzRDKeSNYCKlNhD/JKodCLrkOvAusxm8DFoSCuGd77bRBdPs9KRbshW10BhYWGtXlfjIn7u3LkMHDiwqoiPiorioYceYtq0aURERLBo0SL8/PyYO3euRQHatGnD0aNHyc7OZvXq1UydOpXt27df83iz2YxK9cdP7j///7WO+avZs2fzzDPPVH2em5tLYGAggwYNwtPT06L8onEoKytj06ZNDBs2DJ2uZtM0D62LhYQkerYNYfSIMBsnFHWhNteBaFzkGqi/hpab+PH17WQXleEe3otbW9nu57VcB0Kugdo5k15A2b7d2OvUTBk/CnVd3G2zIbkObCdae4pPdiVwyeDP6NEdlY5zTba+BipnhFuqxkX80aNH+c9//lP1+cqVK+nVqxeffPIJAIGBgcyZM8fiIl6v1xMaWrEPbPfu3Tlw4ADvvPMOkyZNorS0lKysrCtG49PS0ujTpw8AzZo1Y//+/VecLysri7Kysmoj9H9mZ2d31RkDOp1O/oE2cZZcA+ezKzpqBns7yXXTyMj3AiHXQP2j08FtHZvz1f4kfopMZWB4szp4T7kOmjq5BixzJqOi4W9YMxfs7PQKp7EeuQ6sb2QHPz7ZlcC2kxkYUWPQaZSOdF22ugZqe84ad6fPysq6ojDevn07I0eOrPq8R48enDt3rlYh/sxsNlNSUkK3bt3Q6XRXTF1ITk7m+PHjVUV87969OX78OMnJyVXHbNy4ETs7O7p163bTWYS4noSMy3vEe3fxOcoAACAASURBVMge8UIIURfGd/EHYMPxZIpKjQqnEUL8VWVn+gjZH17cQJdAN/xcDeSVlPPD0QtKx2lwalzE+/r6VnWmLy0t5fDhw/Tu3bvq+by8PIvvJLz44ovs3LmThIQEoqKi+Ne//sW2bdu47777cHV15aGHHmLWrFls2bKFI0eOMHnyZDp06FDVrX748OG0bduWKVOmcOTIEbZs2cKzzz7LjBkzpDO9sKmSciOJmRVrWEJ9nBROI4QQTUO3IHcC3O0pKDWyMebavW+EEMqo7EzfRop4cQNqtYoHbg0G4JOdZzGZ6v+6+PqkxkX8yJEjeeGFF9i5cyezZ8/GwcGBfv36VT0fGRlJq1aWdYtNTU1lypQptGnThiFDhrB//342bNjAsGHDAFi8eDHjxo1j4sSJ3HrrrTg4OPDTTz+h0VRMt9BoNKxbtw6DwcCtt97KxIkTGTduHG+88YZFOYSwVHx6AUaTGReDFl8X2V5OCCHqgkqlqhqNX3tERm6EqG8qR+LDm8lgmrixST0DcbLTcjotn+2n0pWO06DUeE38yy+/zJ133smAAQNwcnJi+fLl6PV/rHVZtmzZFdvB1cTSpUuv+7zBYGDJkiUsWbLkmse0aNGCn3/+2aL3FeJmnUqtuNMc5ut83SaKQgghrGtcF3+W/HaaHafSuZBdhL+bvdKRhBBAfkk55zIr1sSHy0i8qAEXg457egbyyc6zfLwjnkHhPkpHajBqPBLv7e3Nzp07ycrKIisri/Hjx1/x/KpVq5gzZ47VAwpRH1UW8a195YeUEELUpVbeTvRp5YnJDF/ubST7VwnRCMRd/t3I18UOd8fG09RO2NYDtwajVavYG3+J3aczlI7TYNS4iK/k6upaNZ39zzw8PK4YmReiMTuVmg9AmK+shxdCiLo2tU9LAFYeSKK4TBrcCVEfpOeVANDMVWbHiJrzc7Pn7p6BAPzj26NkFpQqnKhhsLiIF0L8cbe5jYzECyFEnRsa4Yu/mz3ZhWX8ePSi0nGEEEBOURkArvayFZuwzL9GtyXUx4m0vBL+ueqYNLmrASnihbBQcdkfnellOr0QQtQ9jVrF/b2DAPhsTwJms/zCJ4TSKot4NynihYXs9RrevbsLeq2aLbFp9F+0lSVb4qquKVGdFPFCWOh0Wj5mM7g76PBykiUkQgihhEk9AjHo1JxIzmVHnKyjFEJpuTISL25CWz8XFt3VEWeDlvNZRby56RQjFu+QrvXXIEW8EBb6c1M76UwvhBDKcHPQM7lXxWj825tPyWi8EAqT6fTiZt3R2Z/fXxzK4kmdCPZyJCW3mKnLfuetjSeVjlbvSBEvhIWkqZ0QQtQPDw8IwaBTcyQpW0bjhVCYFPHCGuz1GsZ3CeCXmf2YdrmJ6bu/neaz3WeVDVbPSBEvhIWkqZ0QQtQPPs6GqtH4xZtkNF4IJUkRL6zJXq9h7th2/HNEGwDm/xzDushkhVPVH1LEC2GhU2myR7wQQtQXlaPxR89lM335QZJzipSOJESTlH25iHeRIl5Y0d8HtmLKLUGYzfDi2igKS8uVjlQvSBEvhAVyiso4l1nxC2KYFPFCCKE4H2cDc29vh06jYktsGsPf2sEOaYQkRJ2TkXhhCyqVirlj2xHk6UBOURmrDp5XOlK9IEW8EBY4lJgJQLCXIx6O0pleCCHqg7t7tmDdzH50DnQjr6ScGV8cZGecFPJC1CXpTi9sRaNW8VDfYACW7jqLUfaRlyJeCEscSMgCoEdLd4WTCCGE+LMwX2e+e6Q3QyN8KSk3MX35QdYeOS/r5IWoA2az+Y994h2kiBfWd1e3AFztdSRlFrIpJkXpOIqTIl4ICxw4WzES372lh8JJhBBC/JVeq+aD+7oyNMKHknIT//j2GJM+2kd8er7S0YRo1IrKjJQZK26YyUi8sAUHvZYpt1Q0Mv14R3yTv0ErRbwQNVRcZiTyfA4APaWIF0KIeqmikO/GP0e0waBT83tCJtM+OyDNkISwocpReK1ahYNeo3Aa0Vjd3ycIvVbN4aRstjfx3idSxAtRQ5Hncyg1mvBysiPI00HpOEIIIa5Br1Xz+KBQtswaiJ+rgaTMQhauj1U6lhCN1p+b2qlUKoXTiMbKx9nA1N4Vo/GvrY9t0mvjpYgXooYOJFRMpe8Z7C4/oIQQogHwd7P/f/buOzyqMv3/+GdmMpn0RhISSOi9l1BtgBAL0iyoKCvoWhBYRF2VdXfVXVdQWf2t3e/qoq4iioCiAsIautQQuoROIJCEEEhCQibt/P4IGY2ABEzmZJL367q8LjNz5sx9mOec5J77OfejF2/tJEn6cM0h/bAv0+SIgNrpVD5N7eAe4/u3UJCPl3al5WpeUqrZ4ZiGJB6opPIkPq4xU+kBwFNc1TJCo3o1kiT9+cvtdf4+SqA6ZLNGPNwkxM9bD/dvIUl6ZXGycguKTI7IHCTxQCWUlBpKPFTWmb5nU5J4APAkU25oIz9vm/Yfz1PS4VNmhwPUOqwRD3ca07eJGob46mh2gR78b6KcxSVmh+R2JPFAJWxPzVZuQbH8vW1qExVodjgAgEsQ6GPXde2jJElf1eHpl0B1YY14uJOP3aZ37u4uf2+bfth3Qo9+tqXO3R9PEg9UwqIdZetR9msdKS8bpw0AeJrhXRtKkr7eekxFJaUmRwPULqwRD3frGBOsd0fHyW6z6Nttx/Tc1zvq1O1SZCPARRiGoUXby5L46ztEmRwNAOByXNG8nsIDvJWVV6iVe+r20kRAVWM6PcxwZctwvTKyiywW6aM1h/RGwl6zQ3IbknjgIpLTc3UgM0/eXlb1bxNpdjgAgMvgZbNqSOcGkqR5SUdNjgaoXUjiYZYhnRvomZvaSZL+uWS3Pl2fYnJE7kESD1zEgm1lVfirW0YowOFlcjQAgMs14uyU+iU703TaWWxyNEDtUb7EHN3pYYYxVzTV+P7NJUlPz9um787eBlubkcQDF7Fo+zFJ0o0dmUoPAJ6sY8NgNYvwV0FRqb7bXvv/yAPchUo8zPZ4fGvdHherUkOa+GmSa2no2ookHvgVezNytTv9tOw2i65tW9/scAAAv4HFYtGILmXV+C83X16X+tJSQ+sPZGn+lqNU84Gz6E4Ps1ksFv1jRAcNbFtfhcWlevKLrbW6iSlJPHABhmHo+W9/lCRd0yqCX0wAUAsMO5vEr96bqfScgkq/rqTU0L9X7NdVLy3VyHfX6A+fJqnv1O81/btk5ReSzKNuoxKPmsDLZtWrt3dWmL+39mfmadaGw2aHVG1I4oELmL/lqJYlH5e3zaopN7Y1OxwAQBVoVM9PcY1DVWpIX2+pXIO7jNwC/e4/6/SPBT8q9dQZBTi8FBvmq5yCYr2xdK/G/GeD8qjKo44yDIMkHjVGoI9dk65tKUn61/9219oZUyTxwHlk5RXqb1/vlCRNHNBCzSMCTI4IAFBVyteMn5f061PqDcPQF4lHdP3/W6nVe0/I127TP0Z00MY/D9Syx/vrrbu6KdDhpfUHszT2gw1U5FEn5ReWqLi0bH1u1olHTTCqVyM1DfdX5ulC/d/yfWaHUy1I4oFfyMor1O/+s04n8grVun6gHrymudkhAQCq0OCO0bLbLNpxNEdJKSfPu83RfGnU+xv0+OwtysorVJuoQH098Qrd1auxfOw22awW3dgxWh/d17MskT+QpT/P2+7mIwHMV16Ft9ss8rXbTI4GkOw2q/54XWtJ0sfrUlRcC++NJ4lHnZF9pkjPfb1DH6w+oIKiEklSUUmpliZn6PEvtumVbTY9OXe7bnvnB21PzVE9f2/9684u8vbiNAGA2iTU39t1b/xfv9qhkrNVREk6ln1G0xYl6+UtNm08dEq+dpueuqGNvp54pVpEBp6zr66NQvX+mB6yWKS5Salat/+E244DqAl+PpXeYrGYHA1QZlC7+gr1sysrr1DrD9S+TvUseo1qM/27ZAX5eunW7rEK8/c2NZbsM0X63fvrtOVItiTprWX71CzCX1uPZCu/sOTsVhYdSiq7PzI62Ef/va+XWkQyjR4AaqMnr2+j77anaVtqtj5Zd0j1g3z03zWHtHpfpgxDkiwa1DZSzw7roIYhvr+6r55NwzSqZyN9si5Ff/1qh775w5Wy2/gCGHUDa8SjJrLbrIpvF6XPNh7Wgu3H1LdFuNkhVSmSeFSL7DNF+vfK/XIWl6p3s3qmJvE/T+BD/Ozy9/ZS6qkzysh1SpLq+Xvrxg71Zc06qKCYljqRX6yH+zVXTKifaTEDAKpXRKBDj8W30rNf79Rfv9pR4bm4xiHq5ntCfxzVRXZ75RKTP17XWgu2HVNyeq4+WH1Q91/drDrCBmocmtqhprqhY1kSv2h7up4b2kE2a+2ZKUISj2rx7dZjchaXqlX9AHVsGGxaHAVFJbr/w43aciRboX52ffL73moRGaCF24+poKhEXRuFqkVEgEpKirVgwQHdOKBFpf9gAwB4trt7N9bsxCPacTRHgT5eurt3Y43q2UhRgXYtWLDgkvYV4uetp25ooyfnbNPLi5N1ZctwtY0OqqbIgZqDNeJRU13RIlzBvnZlnnZq48Es9WpWz+yQqgxJPKrFF4ll6zLe2j2mSu6POpyVr6XJGRretaGCfCr3S6K4pFR/+DRJ6w9mKdDhpY9/30vtGpT9QVV+L2S5kpLz7QEAUJt52az66N6eWrs/S9e0jlCAo+zPoqKiosva323dY/XdjnQl7MrQ+Jmb9PWEK+Xv4E8t1G7lS3gFMNZRw9htVg1qV19fJB7Rwu1ptSqJ54YtVLl9x09rU8opWS3S8F8ky5er/D7D3i98rye+2KI/f7lNY2es1zvL91VoSPRzLy9O1uKd6fL2surf98SpfQPzZgQAAGqmegEODe4UXSUJiNVq0fTbOisqyEf7j+edM00fqI2cxWWdv33oTI8a6MaOUZKkBduOXTBn8EQk8ahyczcdkSRd0ypCkUE+VbLP5hH+ahkZoPzCEn2+8Yg+XpuipcnHNW3hLt37wQZl51esmmw8mKX/W7FfkvTqyC7qXYu+eQMA1Fxh/t761x1dZLVIczYd0ZKd6WaHBFSr8hV/HKzmgxqofEp9Rq5Tq/dmmh1OleFsQ5UqKTU0d1OqJOnW7rFVtt/b4mK1ePLV+vzBPhrTt4nG92+ux+Nbycdu1fLdxzXi7dU6mVcoSTpTWKLHZ2+RYUi3dIvR4E7RVRYHAAAX06tZPVdjuz/N26ZT+YUmRwRUn4LisiSeSjxqIoeXTcO6NJAkfZF4xORoqg5JPKrU+gNZOpZdoGBfu65tG1ml+7ZYLOrZNEzPDm2vP17XRhMGtNSccX0VHVw2bXHcJ4k6cdqpyZ9t1sET+YoK8tFfh7Sr0hgAAKiMyQNbqVmEv47nOvW3b3aaHQ5QbZxF5dPpSStQM93aPUaS9N2ONOUUXF7Pk5qGsw1VqnezMM0Z11d/G9beLd/Itm8QrA/G9pS/t01r92ep77QELdqRJqtFeunWTnRKBQCYwsdu08u3dpbFIs3dlKrEQ1lmhwRUi/Lp9D5eVOJRM3VsGKyWkQFyFpfq263HzA6nSpDEo0pZLBZ1bxx6Tvf36tQ6KlCvj+oqi6WsuUqTen6a/VBfXd0qwm0xAADwS90bh+r2uLJby15cmCzDqD1NlYByNLZDTWexWFzV+NoypZ4kHrXCgDb19X+j4/TE9a21YNJV6t441OyQAADQpIEt5fCyav3BLC1NzjA7HKDKuRrbMZ0eNdiIrg1ltUiJh05q6S7PvxZztqHWGNSuvh7u10J+3qxTCgCoGaKDfTWmbxNJ0kuLkmvVEkeAxHR6eIbIIB/9rk8TSdIjn23W4ax8cwP6jUjiq9gri5MV/+py/f2bnUpKOWl2OAAAwGTj+jVXoI+XdqXl6qM1By/59SWlhvZm5OqHvZlampzhSpqAmqDgbGM7KvGo6abc2EadY0OUfaZID3+ySbke3OSOs60KZeQW6K1l+7Q7/bTeX3VAI976Qc99vYNv3QEAqMNC/Lz1xHWtJUkvLtql/cdPV+p1xSWlmpd0RINeXa6Br6zQqPfWaeyMDRr+5mrtzajcPoDqxhJz8BQOL5veuqubQv3s2paaraFvrNaOo9lmh3VZSOKr0NxNqSouNdSqfoCGdi5bj3DG6oMa93GizhTyrTkAAHXVXb0a68oW4SooKtVjs7eoqKS0wvPZZ4r09rJ9mv5dsj5dn6K/f7NTV7yYoMmfbdH+43nytdvUMjJAIX527UrL1ZDXV+n7H9NNOhrgJz8tMUcSj5qvYYivZoztqQbBPjqQmacRb/2gtftPmB3WJePm4d/oTGGJa13MzzccliTde0VT3dGzkQa1q6/HPt+ixTvT9dGag3rwmuYmRgoAAMxitVr04q2ddP2rK5SUckr9py/TmL5NFBXso9STZ/Tuiv3Kyis853Whfnb9/qpmuqdvEwU4vJSRU6DJn2/W6r0n9MQXW5XweD+WU4WpyivxDi9qg/AMXWJD9O0frtKkzzZrxe7j+vOX27Vw0lWy2zxnDJPE/waHs/I14q0fFOjjpd9f1VT7M/Pk523TTWer8EM6N9Ce9Fy9lrBXBzLzTI4WAACYqWGIr169vYuemLNVR06e0fPf/ljh+RaRAerdLEypJ88o2NeuGztG65rWEXL8rGFYZJCPPhjbUzf8a6X2ZpzWq0t269mh7d19KIALlXh4olB/b71+Z1f1n75MezNO65O1hzTmiqZmh1VpJPG/wXNf71TmaacyTzv19LztkqSbOkUrwPHTP2uYv7ckKbeg2JQYAQBAzTGwXX2tbjFAczYd0YJtx1RSasjHbtPAtpG6o2ejSlWC7Darnh3SXne/v07/XXtId/SMVZuoIDdED5zL1Z2exnbwMMG+dj0W30pPz9uuV5bs1tAuDV25W03H2XaZlu7K0P9+TJeX1aJujUJcj9/eI7bCdoE+ZVPccjy4+yEAAKg6vt423d27sWbe31ufPdhHH97bU6P7NLmkqZxXtgzXDR2iVFJq6Ln5O2UYNNGFOZzFZyvxLDEHD3RHj0ZqExWonIJiTV3w48VfUEOQxF+GgqISPfv1DknSvVc21WcP9tEjA1tq0rUt1a1RaIVtA33KqvJU4gEAQFV6enBbedusWrP/hFbuyTQ7HNRRP1XiSeLheWxWi/4+vIMsFml24hEt2n7M7JAqhST+MnyyLkWHTuSrfpBDf7i2pew2qx4Z2EqTB7WSxWKpsG15Jd6T1yEEAAA1T0yon+7u3ViS9PJ3yVTj4XbFJaUqPruUMo3t4Kl6NAnTg1eXNSB/au42pWUXmBzRxXG2ncey5AzNXJeiwuLSc54rKCrRO8v3SZImXduqwv3v50MlHgAAVJfx/ZvL39umbanZWrg9zexwUMcU/OxvZSrx8GSPDmqlDg2DdCq/SOM+SazxBViS+F9I2JWuez/YoD/N26bBr63U+gNZFb7ZnrkuRcdznWoY4qtbu8dcdH9Brko8STwAAKha9QIcuu+qZpKk6YuTVVJKNR7uUz6VXqISD8/m7WXV/7u9q4J97UpKOaUxMzbU6ESes+1n9qTnauLMJJUakt1m0Z6M0xr57hoN+Ody/f2bnZq98bCrCj++fwt5V+JiVV6JP1NUoqKScyv7AAAAv8X9VzVVsK9d+4/n6bsdVOPhPuVN7by9rLJaLRfZGqjZWkQG6JPf91Kwr12Jh07qtnfWKCnllNlhnRdJ/M9M+nyr8gpL1LtZmFY/NUC3x8XK22bVgcw8vb/qgP74xVZlXEIVXpICfH6abn+aajwAAKhigT523dOn7N74t5ft4954uI2rqR1VeNQSHRoG65Pf91KIn1270nI18t/r9fl+q0pr2CwnzrifOZbtVGyYr965u7siA3304q2dtOmvg/TWXd00undj9W1eTy0iA/Ts0PaVqsJLZWu5+p69R4gp9QAAoDqMuaKpfOxWbUvN1uq9J8wOB3VEeRLv4H541CIdGgbrf49eo5FxZUXb1elWfbrhsMlRVfTrXdnqoOeGtleIn7fr5wCHl27sGK0bO0Zf9j4Dfbx0pqiEteIBAEC1CPP31h09GumDHw7q7eV7dWXLcLNDQh1QUHR2jXg7dUHULuEBDr10a2e1ivTX8wuS9dLiPbq2XbRiw/zMDk0SlfgKrmpZTwPa1K/y/ZbfF08SDwAAqsvvr2oqL6tFq/eeUHJartnhoA5wuqbTU4lH7TS6VyM1DzSUX1iiJ77YWmOm1ZPE/8zjg1pWy34D6VAPAACqWUyon65tGylJmpt0xORoUBeUN7ZjeTnUVlarRaNalMjXbtWa/Sf0w77K366UfaZIXyQe0fiZm3TbOz/o/VUHlJ1fNUVdptP/TKNqmh7BWvEAAMAdRnRtqO92pOurpKN64ro2stExHNXI1diO6fSoxcJ9pMEdo/XFplR9vyu9Urcr7U7P1e/eX6+0nALXYxsOntTL3+3SkE4NdEfPWBUUlWrD7sv7wpUk3g1+Wiue6fQAAKD69G8TqWBfu9JyCrRu/wn1bcG98ag+BcVnG9sxnR61XP/W4fpiU6qW7srQM0Pa/+q2m1JOauyMDco+U6SYUF/d3LWhwvy9NWvDYe1Ky9XsxCOanViWvJc68y8rHpJ4N6ASDwAA3MHhZdPgTtGauS5Fc5NSSeJRrWhsh7qib/N6stssOngiX/uPn1aziIDzbpeWXaB73l+vXGexusSGaMaYHgr1L2uafk/fJtqUclL/XXNIi3emKzzAoVahAXr/MuIhiXeDn5J4KvEAAKB6jejaUDPXpWjhtmP6+7AO8vWmSorqwRJzqCsCHF7q1bSeVu3NVMKujAsm8c9/u1O5zmJ1jgnWzPt7yc/7p3TbYrGoe+MwdW8c5nosJydH7z9w6fHwtZkbBNHYDgAAuElc41DFhvkqr7BE3247ZnY4qMVcje2YTo86oH+bssahCbsyzvv86r2Z+mbrMVkt0gs3d6yQwFc1kng3YDo9AABwF4vFojt7NpIkzVh9QIZRM5ZEQu1DYzvUJQPOJvHrD2SdM8O6sLhUf/lquyTpd32aqH2D4GqNhTPODcqXmGOdeAAA4A539mgkH7tVO47maMPBk2aHg1qq/J54GtuhLmga7q9m4f4qLjW0cFtahec+23hY+4/nKTzAW5MHtar2WExN4qdOnaoePXooMDBQkZGRGj58uJKTkytss2/fPo0YMUIREREKCgrSyJEjlZ6eXmGb3bt3a9iwYQoPD1dQUJCuuOIKLV261J2H8quoxAMAAHcK9ffWiK4xkqT/rDpgcjSorajEo665pXvZdfWFhT8qI7ds+biCohK9kbBHkjRxQEsF+9qrPQ5Tz7jly5dr/PjxWrt2rZYsWaLi4mLFx8crLy9PkpSXl6f4+HhZLBYlJCRo9erVKiws1JAhQ1RaWuraz+DBg1VcXKyEhAQlJiaqS5cuuummm5SWlnaht3arQJaYAwAAbnbvFU0kSYt3pulw1uUtYwT8GmdxeRJPJR51wwNXN1P7BkE6lV+kKXO2yTAMfbIuRek5TjUI9tEdPWPdEoep3ekXLVpU4ecZM2YoMjJSiYmJuvrqq7V69WodPHhQSUlJCgoKcm0TFhamhIQEDRw4UJmZmdq7d6/+85//qFOnTpKkadOm6a233tKOHTsUFRXl9uP6JSrxAADA3VrWD9RVLcO1ck+mPvzhoP58UzuzQ0It42SJOdQxdptV/xzZWUNfX63vd2Xolrd/0P7MsgL0xGtbuu3Wkhq1xFx2drYkKSysrO2+0+mUxWKRw+FwbePj4yOr1apVq1Zp4MCBqlevntq2bauPPvpI3bp1k8Ph0Lvvvqv69eure/fu530fp9Mpp9Pp+jknJ0eSVFRUpKKiqq+W+579V84tqJ7947cr/1z4fOo2xgEYA5Bq1zj4Xe9YrdyTqVkbDmt8v6YKcNSoP/1qrNo0BqpTfmFZgcpurZ3/VowDnG8MNK/nqyeua6nnFyRrU8opSVJsqK+Gdap/yWPlcseWxaghLUsNw9CwYcN08uRJrVy5UpJ0/PhxtWjRQmPHjtULL7wgwzD05JNP6s0339QDDzygd999V5KUmpqqYcOGadOmTbJarapfv76+/fZbdenS5bzv9eyzz+q555475/GZM2fKz8+vyo8tr0j608ayX5qv9CqWjS8rAQCAG5Qa0tTNNmUUWHRLkxJdHV0j/uxDLfHuj1btPGXVHc1K1Kc+Ywt1y/Ez0v5ci47mWxQXXqrY8y8d/6vy8/M1atQoZWdnu2aeV0aN+Tp2woQJ2rp1q1atWuV6LCIiQrNnz9a4ceP02muvyWq16s4771S3bt1ks5VNVTAMQw8//LAiIyO1cuVK+fr66r333tNNN92kDRs2KDo6+pz3mjJlih599FHXzzk5OYqNjVX//v1Vr169Kj+2opJS/Wnj/yRJVw4YqFA/7yp/D/w2RUVFWrJkiQYNGiS7vfqbUaBmYhyAMQCp9o2D7PAUPfvNLm3MCdQLY6+Q1WoxO6Qar7aNgeoyK32jdCpLPbp10Y2dz/2b29MxDlDdY6B8RvilqhFJ/MSJEzV//nytWLFCMTExFZ6Lj4/Xvn37lJmZKS8vL4WEhCgqKkpNmzaVJCUkJOibb77RyZMnXd9evPXWW1qyZIk+/PBDPfXUU+e8n8PhqDBFv5zdbq+WD8dul3ztNp0pKlFBsYWLQA1WXWMAnoVxAMYApNozDm7r0Viv/G+vDmXla+W+kxrYrr7ZIXmM2jIGqouzuOyeeH8f71r978Q4QPXliZe3T1MndhuGoQkTJmju3LlKSEhwJebnEx4erpCQECUkJCgjI0NDhw6VVDYFQZKs1oqHYrVaK3SwN1t5czvWigcAAO7k7/DSHT0bSZKmL05WUUnN+fsInq08iaexHeBepp5x48eP18cff6yZM2cqMDBQaWlpSktL05kzZ1zbzJgxQ2vXrtW+ffv08ccf67bbp7l73QAAIABJREFUbtPkyZPVunVrSVKfPn0UGhqqe+65R1u2bNHu3bv1xz/+UQcOHNDgwYPNOrRz0KEeAACY5cGrmynUz65dabn6vxX7zQ4HtcRP68SzxBzgTqYm8W+//bays7PVr18/RUdHu/777LPPXNskJydr+PDhatu2rf72t7/p6aef1vTp013Ph4eHa9GiRTp9+rQGDBiguLg4rVq1Sl999ZU6d+5sxmGdF2vFAwAAs9QLcOjPg8uWmPvX93t04OySSMBvUXB2iTmHF5V4wJ1MvSe+Mo3xp02bpmnTpv3qNnFxcfruu++qKqxq8dN0eirxAADA/W7u1lBfbk7Vyj2Z+vOX2/Txfb1ksdDkDpfPWUwlHjADX5u5SRCVeAAAYCKLxaJ/DO8oby+rVu89oYXb08wOCR7OWVR+TzxJPOBOJPFuwj3xAADAbI3q+WncNc0lSc9/s1P5hfxdgstX4KrEk1IA7sQZ5yY/JfFU4gEAgHnG9WuumFBfHc0u0OsJe80OBx6qpNRQUUnZrbE+XlTiAXciiXeTn6bT8403AAAwj4/dpr/cVNbk7p3l+/Tt1mMmRwRPVN6ZXpIcVOIBt+KMcxOm0wMAgJoivl193dWrkQxDeuSzJK3ak2l2SPAwP0/iqcQD7kUS7yYRgT6SpKSUk65OngAAAGawWCz627AOurFjlIpKDD30caJOnHaaHRY8iLO4rKmdt80qq5VVDgB3Iol3k2vbRqp+kENHswv0ydoUs8MBAAB1nM1q0au3d1G76CCddhbrozWHzA4JHqS8Es9UesD9OOvcxMdu06RrW0mS3ly6V6edTKsHAADmcnjZ9HD/sm71/117SGcKmS2IyilgeTnANCTxbnRbXIya1PPTibxC/WfVAbPDAQAA0PXtoxQT6qusvEJ9semI2eHAQ5QvL+fwIp0A3I2zzo3sNqsejW8tSfr3iv06lV9ockQAAKCu87JZ9fsrm0qS3l+5XyWlhskRwROUT6enEg+4H0m8m93UMVpDOzfQP0d2VrCv3exwAAAAdFtcrIJ97Tp4Il+fbzxsdjjwAOWN7Xy4Jx5wO846N7NaLXrtzq6Kbx8li4VOngAAwHz+Di9NHNBCkvTCgh+VkVNgckSo6ZzllXiWlwPcjiQeAAAAGntFU3WOCVZuQbGemb/D7HBQw9HYDjAPSTwAAABks1o09eZOslktWrg9TbPWsyQuLsy1xByN7QC346wDAACAJKldgyBN6F82rX7KvG36anOqyRGhpqKxHWAekngAAAC4PDKwpUb1aiTDkB79fIv+NG+blu8+ruKSUrNDQw1S3tjOQWM7wO28zA4AAAAANYfFYtHzwzrIWVSqOZuOaOa6FM1cl6LOsSF65+5uig72rbD9nvRcLdiWpk0pJ3XaWaxSw9Bfb2qnro1CTToCuAP3xAPmIYkHAABABVarRdNv66QhnaP13Y50fbP1qLYcPqUhr6/W34e1V7/Wkdp+NFvTFu5S4qGT57z+0c+3aOGkq0jwarGCYrrTA2YhiQcAAMA5LBaL+rWOVL/WkRp3TXM98N+N2pWWq3GfbJK3zarCs9Pr7TaLrmoZoQFtIlXP31t/nb9DBzLz9M7yfXpkYCuTjwLVxdXYjun0gNuRxAMAAOBXNarnp7kP99WrS3ZrwbY0pZ46I6tFur1HI00e2FKRQT6ubYtLDU38NElvLd2noZ0bqFlEgImRo7q4ptNTiQfcjiQeAAAAF+Xn7aWnB7fTn25sq/2ZefLztp1zf7wk3dQpWrMTj2jF7uN6cdEuvTs6zoRoUd2c5dPpqcQDbsdZBwAAgEqzWCxqHhFw3gS+/Pm/DG4rSVq8M12Hs/LdGR7cxEljO8A0JPEAAACoUi3rB+qqluEyDOmjNQfNDgfV4Kd14kknAHfjrAMAAECVG3tFE0nSrA2HlecsNjcYVLny7vQO7okH3I4kHgAAAFWuX6tINannp9yCYs3ddMTscFDFflonnnQCcDfOOgAAAFQ5q9Wie/o2kSS9/F2yliVnmBsQqlR5YzsH98QDbkcSDwAAgGpxR49G6tYoRDkFxbr3gw16I2GPis6uLw/PxhJzgHlI4gEAAFAtfL1t+vSB3hoZF6NSQ5q+eLcGv7ZS6/afMDs0/EY0tgPMw1kHAACAauPwsunFWzrp5Vs7KdTPrt3pp3XHv9fqvZX7ZRiG2eHhMpVX4mlsB7gfSTwAAACqlcVi0W1xsVr6eD/d0i1GhiE9/+2P+vOX25VfSOd6T+SkEg+YhrMOAAAAbhHi563pt3XS0ze2lcUifbIuRVe/tFT/XrFf6TkFZoeHS+AsLu9OTyUecDeSeAAAALiNxWLR/Vc303u/i1OjMD9lni7UPxb8qF4vfK/r/98KrT+QZXaIuIiSUkOFJSTxgFlI4gEAAOB217atr+8fu0bTbu6ozjHBslikXWm5eviTTTqZV2h2ePgV5cvLSUynB8zAWQcAAABT2G1W3dGzkb6acKUS/zxILSIDlHnaqb99s9Ps0PArypvaSTS2A8xAEg8AAADThfl76+VbO8lqkeYlper7H9PNDgkXUF6Jt9ssslktJkcD1D0k8QAAAKgRujYK1X1XNpUk/fGLrTpyMt/kiHA+5ZV4H6rwgClI4gEAAFBjPBbfWh0aBikrr1AP/jdRZwpLLv4iuFXB2eXlHDS1A0xBEg8AAIAaw8du07uj41TP31s7juboyTlbZRiG2WHhZwpYIx4wFWceAAAAapSGIb56665u8rJaNH/LUf3fiv1mh4SfcU2npxIPmIIkHgAAADVOr2b19Nch7SRJLy7apeW7j5scEcqVN7ZzeJFKAGbgzAMAAECNNLp3Y90eF6tSQ5o4c5MOZuaZHRJEJR4wG0k8AAAAaiSLxaK/DW+vro1ClFNQrAf+u1GnncVmh1XnlVfiuSceMAdnHgAAAGosh5dN79zdXZGBDu1OP63HPt+s0lIa3ZnJ1diOJeYAU5DEAwAAoEarH+Sjd0Z3l7fNqu92pOuT9Slmh1SnMZ0eMBdJPAAAAGq8bo1C9dQNbSRJLy7cpaOnzpgcUd1FYzvAXJx5AAAA8Aj39G2ibo1CdNpZrD/N28b68SYpr8Q7qMQDpiCJBwAAgEewWS166dZO8rZZtSz5uL7cnGp2SHWS6554GtsBpuDMAwAAgMdoERmoSQNbSpKe+3qnjuc6TY6o7uGeeMBcJPEAAADwKA9c3UztooN0Kr9Iz87fYXY4dU5BMd3pATORxAMAAMCj2G1WvXRrJ9msFn277ZgWbDtmdkh1itN1TzypBGAGzjwAAAB4nA4NgzXumuaSpCe/2KoDmXkmR1R3/FSJJ5UAzMCZBwAAAI80aWBL9WgSqlxnscZ9nKj8wmKzQ6oTnK7GdkynB8xAEg8AAACPZLdZ9eaobooIdGhXWq7+NJdl59yBxnaAuUjiAQAA4LEig3z05qhuslkt+nLzUf137SGzQ6r1WGIOMBdnHgAAADxaz6ZhmnJDG0nS37/ZqcRDJ02OqHZzFp9tbEd3esAUJPEAAADwePdd2VSDO0WrqMTQI58lqfBsoomqV16Jpzs9YA7OPAAAAHg8i8WiF2/ppIhAhw5nndHsxMNmh1RrubrTc088YAqSeAAAANQKAQ4vje9XtuzcGwl7XRVjVC1XYzum0wOmIIkHAABArXFHz0aKDvbRsewCzVqfYnY4tRKN7QBzceYBAACg1vCx2zS+fwtJ0pvL9imnoMjkiGofV2M7ptMDpiCJBwAAQK0yMi5WTer56XiuUy98+6PZ4dQqpaWGq2mgjxepBGAGzjwAAADUKt5eVr14SydJ0qwNh7Vi93GTI6o9nD/r+k9jO8AcJPEAAACodXo1q6cxfZtIkqbM3abTzmJzA6olft4skCQeMAdJPAAAAGqlJ65vrdgwX6WeOqOpC5hWXxXKl5ez2yyyWS0mRwPUTSTxAAAAqJX8vL1c0+o/WZeiH/ZmmhyR53OeXV7OwfJygGlI4gEAAFBr9W0errt7N5IkPTFnq3LPdqs3DEM7jma7mrShcsor8SwvB5jH1LNv6tSp6tGjhwIDAxUZGanhw4crOTm5wjb79u3TiBEjFBERoaCgII0cOVLp6enn7Ovbb79Vr1695Ovrq/DwcN18883uOgwAAADUYE/d0FYNQ3x15OQZ3f3eOh3Oyte4jzdp8GurNPaD9SopNcwO0WMUUIkHTGdqEr98+XKNHz9ea9eu1ZIlS1RcXKz4+Hjl5eVJkvLy8hQfHy+LxaKEhAStXr1ahYWFGjJkiEpLf/rWdM6cORo9erTGjh2rLVu2aPXq1Ro1apRZhwUAAIAaJMDhpXfu7q5QP7u2HMnWNS8v1aIdaZKk1XtP6I2EvSZH6DnKG9tRiQfM42Xmmy9atKjCzzNmzFBkZKQSExN19dVXa/Xq1Tp48KCSkpIUFBTk2iYsLEwJCQkaOHCgiouLNWnSJL388su67777XPtq3bq1W48FAAAANVfHmGDNfqivRr+/TseyCxQZ6NAt3WP09rJ9+tf3u9WzaZj6NK9ndpg1XvkSc3SmB8xjahL/S9nZ2ZKksLAwSZLT6ZTFYpHD4XBt4+PjI6vVqlWrVmngwIHatGmTUlNTZbVa1bVrV6WlpalLly6aPn262rdvf973cTqdcjqdrp9zcnIkSUVFRSoqKqquw0MNVv658/nXbYwDMAYgMQ5qs8ahDs1+oKcW7kjXjR2iFBnoUHr2Gc1NOqpJs5I0f3wf1fP3Zgz8irwzhZIkb5ul1v/7MA5Q3WPgcvdrMQyjRtwEZBiGhg0bppMnT2rlypWSpOPHj6tFixYaO3asXnjhBRmGoSeffFJvvvmmHnjgAb377ruaNWuW7rzzTjVq1EivvPKKmjRpon/+859avHixdu/e7fpC4OeeffZZPffcc+c8PnPmTPn5+VX7sQIAAKBmcJZI/9xmU/oZi9qGlOqBNqVi5bQLS8y06KM9NrUMKtWE9jQFBH6L/Px8jRo1StnZ2a6Z55VRYyrxEyZM0NatW7Vq1SrXYxEREZo9e7bGjRun1157TVarVXfeeae6desmm61sCk/5vfFPP/20brnlFkllU+5jYmI0e/ZsPfjgg+e815QpU/Too4+6fs7JyVFsbKz69++vevWYRlUXFRUVacmSJRo0aJDsdrvZ4cAkjAMwBiAxDuqi9j1zdfM76/TjKSk1sLXu7RPDGLiAvMRUac8ONYyK1I03djM7nGrFtQDVPQbKZ4RfqhqRxE+cOFHz58/XihUrFBMTU+G5+Ph47du3T5mZmfLy8lJISIiioqLUtGlTSVJ0dLQkqV27dq7XOBwONWvWTCkpKed9P4fDUWGKfjm73c4JWscxBiAxDsAYQBnGQd3RPiZMzw1tr6fmbtM//7dHoX52BYgxcD7FZ+fw+jm86sy/DeMA1TUGLnefpraVNAxDEyZM0Ny5c5WQkOBKzM8nPDxcISEhSkhIUEZGhoYOHSpJ6t69uxwOR4Wl6YqKinTw4EE1bty42o8BAAAAnu/2HrEa07eJDEN6+qudWpXGnPrzcZ5dYs6HJeYA05haiR8/frxmzpypr776SoGBgUpLK1vqIzg4WL6+vpLKpsa3bdtWERERWrNmjSZNmqTJkye7us8HBQXpoYce0jPPPKPY2Fg1btxYL7/8siTptttuM+fAAAAA4FEsFoueGdJONqtF7686oNkHbOq3M12DO8dc/MV1SPkScw6WmANMY2oS//bbb0uS+vXrV+HxGTNmaMyYMZKk5ORkTZkyRVlZWWrSpImefvppTZ48ucL2L7/8sry8vDR69GidOXNGvXr1UkJCgkJDQ91xGAAAAKgFLBaL/jy4rZxFxfp43WE9MWe7WkUFq2X9QLNDqzEKis8m8VTiAdOYmsRXpjH+tGnTNG3atF/dxm63a/r06Zo+fXpVhQYAAIA6yGKx6E83tNbaH1O0N6dED/w3Ua/f2VUdGgabHVqNUFDEOvGA2ZgHAwAAAPyM3WbVmFYlig720YHMPN30+ird+8EGpecUmB2a6cqn0/swnR4wDWcfAAAA8AuBdmnmfT00omtDWS1Swq4MjZ2xQfmFxWaHZipnMZV4wGwk8QAAAMB5xIT66tXbu2jx5KsVHuCtncdy9OhnW1RaevFbQmsrV2M7L9IIwCycfQAAAMCvaBEZqHdHd5e3zapFO9L07Nc76mwizz3xgPlI4gEAAICL6N44TC/e2lGS9NGaQ3rks8067SxWcUmp9mbk6rMNKfrfznSTo/zJgcw8zVh9QLvTc12PbU/N1saDWb9pv2eKym4n8CWJB0xjand6AAAAwFOM6Bojq8Wixz7fovlbjmr+lqPnbPPO3d11fYcoE6IrczgrX3+YlaSklFOSpIYhvvr+sWt0Iq9Qt7z9g0oNQ8v/2F8NQnwva/9HT5U196sf5FNlMQO4NFTiAQAAgEoa1qWh3rsnTvX8vV2P+ditahbhL0l64ostOpyVb1Z4mr/lqJJSTslmtcjP26bUU2f00ZqDmv5dspzFpSoqMfS/Hy9vxkBpqaHUk2ckSbFhl/clAIDfjko8AAAAcAn6tY7U+qcHqqCoRM7iUgX6lP1JPfLdNUpKOaUJnyZp9oN95G1C87fjuU5J0u+vaqrmEQF64out+tf/9iivsMS1zZKd6fpdnyaXvu/TThWWlMpmtSiKSjxgGirxAAAAwCWyWS3yd3gpzN9bdptVdptVr9/ZVcG+dm05fEovLtplSlwn8wslSeH+Dt3SLUat6ge4EvgeTUIlSWv3n1BOQdEl77t8hkF0sI+8bKQRgFk4+wAAAIAqEBPqp5dv7SRJen/VAS0xodFdVl5ZEh/m7y2b1aInr28jSfL2suqVkV3UPMJfRSWGliUfv+R9HymfSh/qV3UBA7hkJPEAAABAFYlvH6V7r2gqSXp89hYdPXXGre9/4vTZJD6g7J79AW0i9ertnTVjTA/FhvlpULuypnuX8wXDkZNllfiYUO6HB8xEEg8AAABUoaduaKPOMcHKPlOk177f49b3Lp9OH+ZXlsRbLBaN6BqjK1qES5IGtasvSVqWnKHC4tJL2vfhrLIvJGKoxAOmIokHAAAAqpC3l1V/HdJOkjRn0xGluqkabxiGTvxsOv35dIkNUXiAQ7kFxXplye5L2v+RU2WVeDrTA+YiiQcAAACqWPfGYerbvJ6KSgy9u3yfW94zr7DEVV2vF3D+JL7sPvnWkqR3lu/T/62ofGxU4oGagSQeAAAAqAYTBrSQJM3acFgZOQXV/n4nz1bhfexW+XlfeCXp2+JiXQ3vXliwSyv3XLzJXUmp4bq/n3viAXORxAMAAADVoE+zeoprHKrC4lKNfn+9klJOVup1+YXF+nbrMdeSbpXlmkrvd/4q/M+N69dcI+NiJJV9yXAx6TkFKi41ZLdZVJ814gFTkcQDAAAA1cBiseivQ9opzN9byem5uvntH/S7/6zXu8v3KS37/JV5Z3GJxszYoPEzN+mql5bqhn+trFSlXJKy8pySfupMfzGjezeRJH3/Y7rynMW/um35FwoNQnxls1oqtX8A1YMkHgAAAKgmnWJC9L9Hr9HN3RrKMKQVu49r6sJdGvzaynMq7YZh6Ikvtmr9gSx5e1lltUg/HsvR/R9t1ObDpy76Xll5RZKkMH9HpWLr0DBITer5qaCoVP/78deXnCtfI56p9ID5SOIBAACAahTm761XRnbRkslX6y83tVPzCH+dyCvUvR9s0N6MXL25dK/u+2CDBr26Ql9tPiovq0Xv3xOnxD8PUv/WESooKtXvP9xw0en1rkq8n71ScVksFg3p3ECS9PWWY7+6bXkSH0tTO8B0JPEAAACAG7SsH6j7rmyqT37fW1FBPtqTcVoDX1mhl79L1ve7MrQ347SsFumFER11VcsIhfp7641R3dS+QZAyTxdq3CeJKi01Lrj/n5aXq1wlXpIriV++O0PZ+UUX3O7wybIvEKjEA+YjiQcAAADcKCrYR++PiZO/t02SFNc4VM8OaacPxvbQyicHaGSPWNe2/g4v/WdMDwX6eGl7ao6+3Jx6wf2Wd6e/0PJy59OqfqDaRAWqqMTQoh0XrsYfcSXxVOIBs1147QkAAAAA1aJ9g2B9/1g/FRaXqlG9X0+M6wf56OF+LfTiol2a/l2ybuwYLR+77Zztss4m8aGV6E7/c8O6NNSuRbv05tJ9Gt61oRxeFfddUFSi5LRcSVJsGJV4wGxU4gEAAAATRAX7XDSBLzf2iiZqEOyjo9kFmrH64Hm3+Wk6/aUl8b/r01iRgQ6lZOXrP6vO3ffMdSk6mV+khiG+6tgw5JL2DaDqkcQDAAAANZyP3abH4ltLkt5aulfHc53nbHM50+mlsin7T93QRpL0RsIeZeT8tPzdmcISvbVsnyRp4oAW8vYifQDMxlkIAAAAeIARXRuqQ8Mg5TqL9eKiXec8f7mVeEka3qWhOseGKK+wRKPfX6/5W44qI7dA/165X5mnnYoN89Ut3WN+8zEA+O1I4gEAAAAPYLVa9NzQDpKkLxKPaFPKSddzhcWlyi0oliSFXeI98eX7fn5YBwU6vJScnqs/fJqknv/4Xq8s2S1Jmjigpew2UgegJuBMBAAAADxE98ahuvVsRfyZr3ao5OySc6fyy6rwNqtFwb6VWyf+lzrGBGvFE/01eWArhZ+dku/tZdUVLerp5q4NqyB6AFWB7vQAAACAB3ny+jb6bnuatqVm66vNqbq5W4xrKn2on11Wq+Wy9x3q761JA1vqD9e2kCRZLJe/LwDVg0o8AAAA4EEiAh0a17+5JOmfi3eroKjkspeXuxCLxUICD9RQJPEAAACAhxnbt6mignyUeuqMPl57yJXEX05TOwCehSQeAAAA8DC+3jZNHtRSkvTG0r3aeSxH0qUvLwfA85DEAwAAAB7olm4xahkZoFP5RXr77FruVOKB2o8kHgAAAPBAXjar3rsnTm2jg1yPXc7ycgA8C0k8AAAA4KEa1/PXvIf76q5ejRTk46UrWoSbHRKAasYScwAAAIAH87Hb9I8RHfX88A50lAfqACrxAAAAQC1AAg/UDSTxAAAAAAB4CJJ4AAAAAAA8BEk8AAAAAAAegiQeAAAAAAAPQRIPAAAAAICHIIkHAAAAAMBDkMQDAAAAAOAhSOIBAAAAAPAQJPEAAAAAAHgIkngAAAAAADwESTwAAAAAAB6CJB4AAAAAAA9BEg8AAAAAgIcgiQcAAAAAwEOQxAMAAAAA4CFI4gEAAAAA8BAk8QAAAAAAeAiSeAAAAAAAPARJPAAAAAAAHoIkHgAAAAAAD0ESDwAAAACAhyCJBwAAAADAQ5DEAwAAAADgIUjiAQAAAADwECTxAAAAAAB4CJJ4AAAAAAA8BEk8AAAAAAAegiQeAAAAAAAPQRIPAAAAAICHIIkHAAAAAMBDmJrET506VT169FBgYKAiIyM1fPhwJScnV9hm3759GjFihCIiIhQUFKSRI0cqPT39vPtzOp3q0qWLLBaLNm/e7I5DAAAAAADAbUxN4pcvX67x48dr7dq1WrJkiYqLixUfH6+8vDxJUl5enuLj42WxWJSQkKDVq1ersLBQQ4YMUWlp6Tn7e+KJJ9SgQQN3HwYAAAAAAG7hZeabL1q0qMLPM2bMUGRkpBITE3X11Vdr9erVOnjwoJKSkhQUFOTaJiwsTAkJCRo4cKDrtQsXLtTixYs1Z84cLVy40K3HAQAAAACAO5iaxP9Sdna2JCksLExS2fR4i8Uih8Ph2sbHx0dWq1WrVq1yJfHp6em6//779eWXX8rPz++i7+N0OuV0Os9536ysrCo7FniWoqIi5efn68SJE7Lb7WaHA5MwDsAYgMQ4AGMAZRgHqO4xkJubK0kyDOOSXldjknjDMPToo4/qyiuvVIcOHSRJvXv3lr+/v5588km98MILMgxDTz75pEpLS3Xs2DHX68aMGaOHHnpIcXFxOnjw4EXfa+rUqXruuefOebxVq1ZVekwAAAAAAPya3NxcBQcHV3r7GpPET5gwQVu3btWqVatcj0VERGj27NkaN26cXnvtNVmtVt15553q1q2bbDabJOn1119XTk6OpkyZUun3mjJlih599FHXz6dOnVLjxo2VkpJySf94qD1ycnIUGxurw4cPu27dQN3DOABjABLjAIwBlGEcoLrHgGEYys3NveS+bjUiiZ84caLmz5+vFStWKCYmpsJz8fHx2rdvnzIzM+Xl5aWQkBBFRUWpadOmkqSEhAStXbu2wpR7SYqLi9Ndd92lDz/88Jz3czgc52wvScHBwZygdVxQUBBjAIwDMAYgiXEAxgDKMA5QnWPgcorIpibxhmFo4sSJmjdvnpYtW+ZKzM8nPDxcUlnSnpGRoaFDh0qSXnvtNT3//POu7Y4eParrrrtOn332mXr16lW9BwAAAAAAgBuZmsSPHz9eM2fO1FdffaXAwEClpaVJKvs2wtfXV1JZN/q2bdsqIiJCa9as0aRJkzR58mS1bt1aktSoUaMK+wwICJAkNW/e/JyqPgAAAAAAnszUJP7tt9+WJPXr16/C4zNmzNCYMWMkScnJyZoyZYqysrLUpEkTPf3005o8eXKVxuFwOPTMM8+cd4o96gbGACTGARgDKMM4AGMAEuMANXcMWIxL7WcPAAAAAABMYTU7AAAAAAAAUDkk8QAAAAAAeAiSeAAAAAAAPARJPAAAAAAAHqLOJ/FvvfWWmjZtKh8fH3Xv3l0rV640OyRUk2effVYWi6XCf1FRUa7nDcPQs88+qwYNGsjX11f9+vXTjh07TIwYVWHFihUaMmSIGjRoIIvFoi+//LLC85X53E+ePKnRo0crODhYwcHBGj16tE6dOuXOw8BvcLExMGbMmHOuDb17966wjdPp1MSJExUeHi5/f38NHTpUR44ccedh4DeaOnWqevToocDAQEVGRmr48OFKTk6usE1lPueUlBQNGTJE/v7+Cg9hBfyDAAAT5ElEQVQP1x/+8AcVFha681BwmSozBvr163fO9eCOO+6osA2/Ezzb22+/rU6dOikoKEhBQUHq06ePFi5c6Hqe60Dtd7Ex4AnXgTqdxH/22Wd65JFH9PTTTyspKUlXXXWVbrjhBqWkpJgdGqpJ+/btdezYMdd/27Ztcz330ksv6ZVXXtEbb7yhDRs2KCoqSoMGDVJubq6JEeO3ysvLU+fOnfXGG2+c9/nKfO6jRo3S5s2btWjRIi1atEibN2/W6NGj3XUI+I0uNgYk6frrr69wbViwYEGF5x955BHNmzdPs2bN0qpVq3T69GnddNNNKikpqe7wUUWWL1+u8ePHa+3atVqyZImKi4sVHx+vvLw81zYX+5xLSko0ePBg5eXladWqVZo1a5bmzJmjxx57zKzDwiWozBiQpPvvv7/C9eDdd9+t8Dy/EzxbTEyMpk2bpo0bN2rjxo0aMGCAhg0b5voCn+tA7XexMSB5wHXAqMN69uxpPPTQQxUea9OmjfHUU0+ZFBGq0zPPPGN07tz5vM+VlpYaUVFRxrRp01yPFRQUGMHBwcY777zjrhBRzSQZ8+bNc/1cmc99586dhiRj7dq1rm3WrFljSDJ27drlvuBRJX45BgzDMO655x5j2LBhF3zNqVOnDLvdbsyaNcv1WGpqqmG1Wo1FixZVW6yoXhkZGYYkY/ny5YZhVO5zXrBggWG1Wo3U1FTXNp9++qnhcDiM7Oxs9x4AfrNfjgHDMIxrrrnGmDRp0gVfw++E2ik0NNR47733uA7UYeVjwDA84zpQZyvxhYWFSkxMVHx8fIXH4+Pj9cMPP5gUFarbnj171KBBAzVt2lR33HGH9u/fL0k6cOCA0tLSKowHh8Oha665hvFQi1Xmc1+zZo2Cg4PVq1cv1za9e/dWcHAwY6MWWbZsmSIjI9WqVSvdf//9ysjIcD2XmJiooqKiCuOkQYMG6tChA2PAg2VnZ0uSwsLCJFXuc16zZo06dOigBg0auLa57rrr5HQ6lZiY6MboURV+OQbKffLJJwoPD1f79u31+OOPV5iZxe+E2qWkpESzZs1SXl6e+vTpw3WgDvrlGChX068DXm55lxooMzNTJSUlql+/foXH69evr7S0NJOiQnXq1auXPvroI7Vq1Urp6el6/vnn1bdvX+3YscP1mZ9vPBw6dMiMcOEGlfnc09LSFBkZec5rIyMjuVbUEjfccINuu+02NW7cWAcOHNBf/vIXDRgwQImJiXI4HEpLS5O3t7dCQ0MrvI7fF57LMAw9+uijuvLKK9WhQwdJqtTnnJaWds71IjQ0VN7e3owFD3O+MSBJd911l5o2baqoqCht375dU6ZM0ZYtW7RkyRJJ/E6oLbZt26Y+ffqooKBAAQEBmjdvntq1a6fNmzdzHagjLjQGJM+4DtTZJL6cxWKp8LNhGOc8htrhhhtucP1/x44d1adPHzVv3lwffvihq4kV46Fuutjnfr4xwNioPW6//XbX/3fo0EFxcXFq3Lixvv32W918880XfB1jwHNNmDBBW7du1apVqy66LdeD2ulCY+D+++93/X+HDh3UsmVLxcXFadOmTerWrZskxkBt0Lp1a23evFmnTp3SnDlzdM8992j58uUX3J7rQO1zoTHQrl07j7gO1Nnp9OHh4bLZbOd8W5KRkXHOt2uonfz9/dWxY0ft2bPH1aWe8VC3VOZzj4qKUnp6+jmvPX78OGOjloqOjlbjxo21Z88eSWVjoLCwUCdPnqywHdcHzzRx4kTNnz9fS5cuVUxMjOvxynzOUVFR51wvTp48qaKiIsaCB7nQGDifbt26yW63V7ge8DvB83l7e6tFixaKi4vT1KlT1blzZ/3rX//iOlCHXGgMnE9NvA7U2STe29tb3bt3d02LKLdkyRL17dvXpKjgTk6nUz/++KOio6NdU2Z+Ph4KCwu1fPlyxkMtVpnPvU+fPsrOztb69etd26xbt07Z2dmMjVrqxIkTOnz4sKKjoyVJ3bt3l91urzBOjh07pu3btzMGPIhhGJowYYLmzp2rhIQENW3atMLzlfmc+/Tpo+3bt+vYsWOubRYvXiyHw6Hu3bu750Bw2S42Bs5nx44dKioqcl0P+J1QOxmGIafTyXWgDisfA+dTI68DbmmfV0PNmjXLsNvtxvvvv2/s3LnTeOSRRwx/f3/j4MGDZoeGavDYY48Zy5YtM/bv32+sXbvWuOmmm4zAwEDX5z1t2jQjODjYmDt3rrFt2zbjzjvvNKKjo42cnByTI8dvkZubayQlJRlJSUmGJOOVV14xkpKSjEOHDhmGUbnP/frrrzf+f3v3HlNl/ccB/H3AAxzk5iEk5BoaiBMTUImRBxQKpgTEplg0KHWujNB06MwlYjcdQ93KLdYaFrnpaolIKByJS5EGAwxvGRKKeV1ogCIgnM/vj9bz68RNTMVT79d2/jjf7+f53s7jOXz2fJ/HadOmyeHDh+Xw4cPi7+8vMTExozUlGqGhzoGOjg5ZvXq1fP/999Lc3CxlZWUSEhIirq6uRufAK6+8Im5ubnLo0CGpq6uTuXPnyhNPPCG9vb2jODMaiVdffVXs7e2lvLxcLl26pLw6OzuVmOE+597eXpk6dapERERIXV2dHDp0SNzc3CQ1NXW0pkUjMNw5cObMGcnMzJSamhppbm6Wr7/+WiZPniwBAQFG/9b5m2Da1q1bJ5WVldLc3CwNDQ3y5ptvipmZmZSUlIgIvwf+C4Y6B0zle+A/ncSLiOzYsUM8PT3FwsJCAgMDjf6bEfp3SUxMFBcXF1Gr1TJhwgRJSEiQEydOKPUGg0EyMjLk0UcfFUtLS9HpdHLs2LFRHDHdC2VlZQKg3yslJUVE7uxzb21tlaSkJLG1tRVbW1tJSkqS69evj8Js6G4MdQ50dnbKM888I05OTqJWq8XDw0NSUlKkpaXFqI1bt25JamqqaLVa0Wg0EhMT0y+GHm4DnQMAJDc3V4m5k8/53LlzMn/+fNFoNKLVaiU1NVW6uroe8Gzobgx3DrS0tIhOpxOtVisWFhYyceJESUtLk9bWVqN2+Jtg2hYvXqz87e/k5CQRERFKAi/C74H/gqHOAVP5HlCJiDyYa/5ERERERERE9E/8Z++JJyIiIiIiIjI1TOKJiIiIiIiITASTeCIiIiIiIiITwSSeiIiIiIiIyEQwiSciIiIiIiIyEUziiYiIiIiIiEwEk3giIiIiIiIiE8EknoiIiIiIiMhEMIknIiIyQV5eXti+fft9aTs8PBwrV668L20PR6VSIT8/f1T6JiIiMgVM4omIiEbgpZdeQnx8/GgPAzU1NVi2bJny/mFNfh977DEcPHhwtIdBRET0rzFmtAdAREREI+fk5DTaQxhWQ0MDWltbMWfOnNEeipGenh5YWFiM9jCIiIjuCq/EExER3UMtLS2Ii4uDjY0N7OzssHDhQly5ckWp37hxI6ZPn468vDx4eXnB3t4eixYtQkdHhxLT0dGBpKQkjB07Fi4uLti2bVu/Le5/3U7v5eUFAHjuueegUqmU9wPtGli5ciXCw8OV9zdv3kRycjJsbGzg4uKC7OzsfnPq6enBmjVr4OrqirFjxyI4OBjl5eXDrsW+ffsQFRUFS0vLAesbGxuh0+lgZWWFKVOmQK/X94u5cOECEhMTMW7cODg6OiIuLg5nz55V6nt7e5GWlgYHBwc4Ojpi7dq1SElJMZp3eHg4UlNTsWrVKjzyyCN4+umnAQBtbW1YtmwZxo8fDzs7O8ydOxc//vijUf/79+9HUFAQrKys4O3tjczMTPT29ir1GzduhIeHBywtLTFhwgSkpaUNuy5ERET/BJN4IiKie0REEB8fj2vXrqGiogJ6vR5NTU1ITEw0imtqakJ+fj4KCwtRWFiIiooKbN68WalftWoVqqqqUFBQAL1ej2+//RZ1dXWD9ltTUwMAyM3NxaVLl5T3dyI9PR1lZWXYu3cvSkpKUF5ejtraWqOYl19+GVVVVdi9ezcaGhqwYMECREdHo7Gxcci2CwoKEBcXN2CdwWBAQkICzM3NceTIEXz00UdYu3atUUxnZyfmzJkDGxsbVFZW4rvvvoONjQ2io6PR09MDANiyZQt27dqF3NxcVFVVob29fcDbCj799FOMGTMGVVVVyMnJgYhg/vz5uHz5MoqKilBbW4vAwEBERETg2rVrAIDi4mK8+OKLSEtLw8mTJ5GTk4OdO3fi3XffBQB8+eWX2LZtG3JyctDY2Ij8/Hz4+/vf2cITERHdLSEiIqI7lpKSInFxcQPWlZSUiLm5ubS0tChlJ06cEABSXV0tIiIZGRlibW0t7e3tSkx6eroEBweLiEh7e7uo1Wr54osvlPrff/9drK2tZcWKFUqZp6enbNu2TXkPQPbu3TvsWFesWCFhYWEiItLR0SEWFhaye/dupb61tVU0Go3S15kzZ0SlUsmFCxeM2omIiJB169YNskoiv/76q6jVamltbR2wvri4WMzNzeX8+fNK2YEDB4zm8cknn4ivr68YDAYlpru7WzQajRQXF4uIiLOzs2RlZSn1vb294uHhYTTvsLAwmT59ulH/paWlYmdnJ11dXUblEydOlJycHBERmT17trz33ntG9Xl5eeLi4iIiItnZ2eLj4yM9PT2DrgMREdG9xnviiYiI7pFTp07B3d0d7u7uStmUKVPg4OCAU6dOYebMmQD+2P5ua2urxLi4uODq1asAgF9++QW3b9/GrFmzlHp7e3v4+vre8/E2NTWhp6cHISEhSplWqzXqq66uDiICHx8fo2O7u7vh6Og4aNsFBQUIDQ2FVqsdsP7UqVPw8PCAm5ubUvbXcQBAbW0tzpw5Y7RWANDV1YWmpia0tbXhypUrRmtlbm6OoKAgGAwGo2NmzJjRr+0bN270m8OtW7fQ1NSkxNTU1ChX3gGgr68PXV1d6OzsxIIFC7B9+3Z4e3sjOjoa8+bNw7PPPosxY/jnFRER3T/8lSEiIrpHRAQqlWrYcrVabVSvUqmUpFNElLK/tzFSZmZm/Y67ffv2iNo0GAwwNzdHbW0tzM3NjepsbGwGPW6orfSD9f33ORsMBgQFBWHXrl39Yv/6YL87WauxY8f2a9vFxWXAe/sdHByUmMzMTCQkJPSLsbKygru7O06fPg29Xo9Dhw5h+fLlyMrKQkVFRb/PmIiI6F5hEk9ERHSPTJkyBS0tLTh//rxyNf7kyZNoa2uDn5/fHbUxceJEqNVqVFdXK220t7ejsbERYWFhgx6nVqvR19dnVObk5ITjx48blR09elRJMCdNmgS1Wo0jR47Aw8MDAHD9+nX8/PPPSl8BAQHo6+vD1atXMXv27Duaw40bN1BWVoYdO3YMGvPnWl28eBETJkwAABw+fNgoJjAwEHv27FEePDcQZ2dnVFdXK2Pr6+tDfX09pk+fPuQYAwMDcfnyZYwZM0Z5EOBAMadPn8akSZMGbUej0SA2NhaxsbF47bXXMHnyZBw7dgyBgYFD9k9ERHS3mMQTERGNUFtbG44ePWpUptVqERkZiWnTpiEpKQnbt29Hb28vli9fjrCwsH7buQdja2uLlJQUpKenQ6vVYvz48cjIyICZmdmAV/n/5OXlhdLSUoSGhsLS0hLjxo3D3LlzkZWVhc8++wwhISH4/PPPcfz4cQQEBAD440r6kiVLkJ6eDkdHRzg7O2P9+vUwM/v/c299fHyQlJSE5ORkZGdnIyAgAL/99hu++eYb+Pv7Y968ef3GcvDgQTz++OPw9vYedLyRkZHw9fVV2m1vb8f69euNYpKSkpCVlYW4uDhs2rQJbm5uaGlpwVdffYX09HS4ubnh9ddfx/vvv49JkyZh8uTJ+OCDD3D9+vUh1+rP/kNCQhAfH48tW7bA19cXFy9eRFFREeLj4zFjxgxs2LABMTExcHd3x4IFC2BmZoaGhgYcO3YM77zzDnbu3Im+vj4EBwfD2toaeXl50Gg08PT0HLJvIiKif4JPpyciIhqh8vJyBAQEGL02bNgAlUqF/Px8jBs3DjqdDpGRkfD29saePXtG1P7WrVsREhKCmJgYREZGIjQ0FH5+frCyshr0mOzsbOj1eri7uytJelRUFN566y2sWbMGM2fOREdHB5KTk42Oy8rKgk6nQ2xsLCIjI/HUU08hKCjIKCY3NxfJyclYvXo1fH19ERsbix9++MHo3v+/2rdv35Bb6YE/tvrv3bsX3d3dmDVrFpYuXWp07zkAWFtbo7KyEh4eHkhISICfnx8WL16MW7duKVfm165di+effx7JyckICQmBjY0NoqKihlwr4I8t+EVFRdDpdFi8eDF8fHywaNEinD17Fs7Ozsr6FRYWQq/XY+bMmXjyySexdetWJUl3cHDAxx9/jNDQUEybNg2lpaXYv3//kM8KICIi+qdUcjc32REREdEDc/PmTbi6uiI7OxtLliwZ7eEMqa+vD+PHj8eBAweMHjj3oBgMBvj5+WHhwoV4++23H3j/RERE9xu30xMRET1k6uvr8dNPP2HWrFloa2vDpk2bAGDYq9sPg9bWVrzxxhvKk/jvt3PnzqGkpARhYWHo7u7Ghx9+iObmZrzwwgsPpH8iIqIHjVfiiYiIHjL19fVYunQpTp8+DQsLCwQFBWHr1q3w9/cf7aE9dM6fP49Fixbh+PHjEBFMnToVmzdvhk6nG+2hERER3RdM4omIiIiIiIhMBB9sR0RERERERGQimMQTERERERERmQgm8UREREREREQmgkk8ERERERERkYlgEk9ERERERERkIpjEExEREREREZkIJvFEREREREREJoJJPBEREREREZGJ+B8VDd4OovGtmgAAAABJRU5ErkJggg==
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<p>Use iris.plot (iplt) here so colour bar properties can be specified.
Also use a sequential colour scheme to reduce confusion for those with colour-blindness</p>

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<div class="prompt input_prompt">In&nbsp;[10]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">iris.plot</span> <span class="k">as</span> <span class="nn">iplt</span>

<span class="n">image</span> <span class="o">=</span> <span class="n">iplt</span><span class="o">.</span><span class="n">pcolormesh</span><span class="p">(</span><span class="n">region</span><span class="p">,</span> <span class="n">cmap</span><span class="o">=</span><span class="s1">&#39;Blues&#39;</span><span class="p">,</span> <span class="n">axes</span><span class="o">=</span><span class="n">ax_sub</span><span class="p">)</span>
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<pre>/opt/conda/lib/python3.6/site-packages/iris/coords.py:1138: UserWarning: Coordinate &#39;longitude&#39; is not bounded, guessing contiguous bounds.
  &#39;contiguous bounds.&#39;.format(self.name()))
/opt/conda/lib/python3.6/site-packages/iris/coords.py:1138: UserWarning: Coordinate &#39;latitude&#39; is not bounded, guessing contiguous bounds.
  &#39;contiguous bounds.&#39;.format(self.name()))
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<p>Manually set the orientation and tick marks on your colour bar. We specify the <code>image</code> variable as input to the colour bar: this is the color mesh we created before.</p>

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<div class="prompt input_prompt">In&nbsp;[11]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>

<span class="n">ticklist</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">min</span><span class="p">(</span><span class="n">region</span><span class="o">.</span><span class="n">data</span><span class="p">),</span> <span class="n">np</span><span class="o">.</span><span class="n">max</span><span class="p">(</span><span class="n">region</span><span class="o">.</span><span class="n">data</span><span class="p">),</span> <span class="mi">4</span><span class="p">)</span>
<span class="n">fig</span><span class="o">.</span><span class="n">colorbar</span><span class="p">(</span><span class="n">image</span><span class="p">,</span> <span class="n">orientation</span><span class="o">=</span><span class="s1">&#39;horizontal&#39;</span><span class="p">,</span> <span class="n">ticks</span><span class="o">=</span><span class="n">ticklist</span><span class="p">)</span>
<span class="n">ax_sub</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s1">&#39;Data Region&#39;</span><span class="p">)</span>
<span class="n">fig</span>
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    <div class="prompt output_prompt">Out[11]:</div>


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