self_epitomic_sr.html

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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; }

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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">torch</span> <span class="k">as</span> <span class="nn">T</span>
<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">from</span> <span class="nn">matplotlib</span> <span class="k">import</span> <span class="n">pyplot</span> <span class="k">as</span> <span class="n">pt</span>

<span class="kn">import</span> <span class="nn">models</span>
<span class="kn">import</span> <span class="nn">util</span>

<span class="n">device</span> <span class="o">=</span> <span class="n">T</span><span class="o">.</span><span class="n">device</span><span class="p">(</span><span class="s1">&#39;cuda&#39;</span><span class="p">)</span>

<span class="n">T</span><span class="o">.</span><span class="n">set_grad_enabled</span><span class="p">(</span><span class="kc">False</span><span class="p">)</span>
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<pre>&lt;torch.autograd.grad_mode.set_grad_enabled at 0x7fcd60648e48&gt;</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># load data and visualize it</span>

<span class="n">img</span><span class="p">,</span> <span class="n">lc</span><span class="p">,</span> <span class="n">nlcd</span> <span class="o">=</span> <span class="n">util</span><span class="o">.</span><span class="n">load_data</span><span class="p">()</span>

<span class="n">pt</span><span class="o">.</span><span class="n">imshow</span><span class="p">(</span><span class="n">img</span><span class="p">[:</span><span class="mi">3</span><span class="p">]</span><span class="o">.</span><span class="n">T</span><span class="p">);</span> <span class="n">pt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
<span class="n">pt</span><span class="o">.</span><span class="n">imshow</span><span class="p">(</span><span class="n">util</span><span class="o">.</span><span class="n">vis_lc</span><span class="p">(</span><span class="n">lc</span><span class="p">,</span> <span class="kc">True</span><span class="p">)</span><span class="o">.</span><span class="n">T</span><span class="p">);</span> <span class="n">pt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
<span class="n">pt</span><span class="o">.</span><span class="n">imshow</span><span class="p">(</span><span class="n">util</span><span class="o">.</span><span class="n">vis_nlcd</span><span class="p">(</span><span class="n">nlcd</span><span class="p">,</span> <span class="kc">True</span><span class="p">)</span><span class="o">.</span><span class="n">T</span><span class="p">);</span> <span class="n">pt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
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j75tHWJsoR7vg9g0n1LM6Q4wWBttGtxj2Zvd5jquWbfLMhuKg2wNvyV9rcIGCfCgectio6zsXLP94Hsk7WjTnGCwYljRsKne2G+Hbr2fGjMJqhLL0YYAJMKgaFv5KmFwz5qDlkIhuOLx0HpG1J8Im/QK1b6wPYNykYChjPetUJx6Juoa8/JqJWY410qNp3CgT3SBbCPWkMWgsHGoM1lHER5qDzwmIUpdkTS712OBlQxV9F2phs4s2IKg5zu3RT0CgYiuo6IHiKirxDRl4no/Sr+ZUR0PxF9VX2+VMUTEf0aEV0goi8Q0Wv78jg4POg8PpURUmc61iJc4RF5pnor2YRDr9BlFOdQpgWHn7Jvjb+L3tWVRHQA4EBEPkNELwHwCIB3APhpAM+IyH8motsAvFREfoGIbgTw7wDcCOD1AD4oIq/vykNfXenjGq2RxqcrYRl8DHkbuEbnbVOR5p4Rts1VQwRAyspa8k5P3mVnR7iHLmcxxRJzdaWIHIvIZ1T4LwE8CuA0gJsAnFPJzmEjLKDiPyobPgXglBIuURj6gFxTi15CgeE9XdlX+WyCwsvJSwJidtfmxKUF7aaOt7B5pj91jKEDIroewGsAPAzgWhHZjhp+E8C1KnwawBPaaU+qOCfbwcdBFbTP2YpxPMQhSuONYWoH3E7Tdf4YpqiUZuPKXWD02q5EGFexWdjuC96Wj0T0YgC/DeDnROQviE4anIgIEQVNDxDREYBN/+GqRKqaRSgMgrsHsawOPBxpXef7ppm6sbqWgzvtRizlTKWSd00r953Tdc990iwdLw9ORHQZgHsB3Cciv6ziHgPwZhE5Vl2FT4rIPyaiX1fhj5npnNc/JEG3Ayc3XWMMHdqET0NzbrOmPvV+6JrDlwOP8cGQ89s8N4Y+l65p4SKJOcZAG9XgDgCPboWC4h4At6jwLQDu1uLfo2Yn3gDguS6hMJi1OIXCSnjz3/NW8O7bM/rHDgIrnzOvhOfsI6Fm3T6Nfh/sGnxmJd4E4I8AfBHAd1X0v8dmnOEuAK8A8A0A7xKRZ5Qg+RCAtwF4HsB7ReR8Zx4BGsPuDW2zaIzo3LWhLehZWbJtxbvSJKLYN1gEBml+PVhX7y7hHsfc7VpE/hiAq8X9iCW9APhZn8xD8JLQa5nV8/NcLMHb1RBMP4zR/HcY19q3+wpkbPlo0npQCQSAviDKCXfHFbnMulBs1p1OOPya+0wxggGwPPyEwgGAWwgw7Gls6Sdg3ytzLKFQOSFrRy02UjQA5wAVGwnZEa/Y58a5BOrzO6E4wdAgxcpK7vnuOLbzdrTw0erS2Nmf8MwFKYyiuhI7XFOVA7oWtoGmnWrOWkI2z6zkzrZbuIZfV6sK9RPKFAw2Row39FnrWeHB2VUmJsTuoAqHDUV1JXz3pQzFuuKRHWHL97lmInLpE+ta1xJWJI71CL4EihIMKTEffKOxc4d5LAK0jMjMaXizzTvXHbpDjZp6r7cAgRfCXgsGvVK3rN1c05aMZjqjgewTQatT96AxLQmvRVTJC+FhEp3CFNpmyNS7NyI7wjMQu7H1NfSxAnBK4RBTY1gTt3YzK1LQxVxElRPJN5RBgNUjO9JMSEx/DyFLv8fkMyk87vQ18a7OTVH3cqIowRCDrobvcsbiTF/iW8NgjnGRErpdvVseTuCgZ06K6Uo4jZkim0W3BAcbn9viZGTQFNPd3ZQkc/Lr0Y3o8rlgEwq1K5EjXRaOU+wrwc1wTkJhDHNW7uR5szvfIXnvW1dir2clTEJ2lMpJKIROW85d9hLftqbGsHSyFwwrXmGdwh2kZi5rhY1PLTx3w7Kxrz4ZTJwOdrbHI02h9hlB6T5CS3wm2QuGVCpcp7WiLUuGs7LlhEt7yFGYpaA13dyBt5n0EG1hwCk5kfcYw0T7UgKObgT3fM+YfREEnfCw03RBECIUlnTP85yVCBEIkWYlnB6hzXBBlGKRmcTHhmt2KRFd9zqbrsTiZiVcjBQKXlOTjKLJplJ2sLVtiCnErDYpHO3yLUoQwCHkJxjWMtkI8G7a0dUnnaYYSSmtwsYUEmv114BHX3YvyG7wcSU835yxlm3IIBaQp9qeW3lCiTWD0HoBsHaQzdQ98b7HCyefMYbjAeUY4rEJq+ZSacf0lm2n6pLIUVDFIMpO2QECvxc+CWY/zrA3YwyBON3DMxb1BsiiEiYiRjfD2sUYCsNt38JxspiDPDQGOitA52ZVJwxdYs2r5uAiO5MWqy3YXNMteYPWqZedN2B33O6e52bkVDWGDnjuAsSny/6/lNWMQ5j1dzGcdi5LuN+LEgyuRrCLY3RrC13HMmYJFTEH+t7qun+GHYxmvVGfurYAlPeMyulKeHYhdq7W1CBj0G7Hfcczpktj2AeCFpFZ1sl07ozusQx7BzvCyKA7sciuRIA1pD646PUwGEULhS72ffs6X0LvkXNKndG7Y1kJLE9jMP016v8uuo4Z5DyY17kVfIblTcFYIWjep15PTl3GeNwOzyqk91pjYCPM1lSDyXkwr1Md3hOtYczzCRUKvbAjXADZWT5aGbtQiqOUogi6rAWXavRUAmusi6qHWWgMBz90EVgRVtJ20+3L9k2xawwM7wexT2/TSjy86qpKEtXacgKy0BiOLx43I5SGEOKyzNn3Z0tabR3EdmR6iW/Tpf2eEOpmN+PoFQxE9CIAfwjgCpX+t0RkRUSvBHAngKsBPALgp0Tkb4joCgAfBfBDAL4N4CdE5HGfwthU39jYTGH3uQFVNkQddNRxJGvll5nw6p2VICIC8L0i8ldEdBmAPwbwfgC3AvgdEbmTiD4C4PMi8mEi+hkAPygi/5qIbgbwL0XkJzrz8HEf70GfzYJ18ZQjbWV5+DS+zh3Ptmn6hELHYR8P48mERMCsRK/GIBvJ8Vfq62XqXwC8BcC/UvHnsLkdHwZwE05uzW8B+BARkSSeF3UJBauGUFh/rzItyZb9c3/dy0Vz8Bp8JKJLiOhzAJ4GcD+ArwF4VkReUEmeBHBahU8DeAIA1PHnsOlumNc8IqLzRHQez4/7EYD9hs61PX2lTGqX8gQvwSAifysirwZwBsDrAHzf2IxF5HYROSsiZ3Hl2KttWPN6tyFMFQoVE1fD120foo0tDCQX4RQ0KyEizxLRQwDeCOAUEV2qtIIzAJ5SyZ4CcB2AJ4noUgBXYTMImZxZughsfFayxaWm6zNSesM3hcQooeBxai7dCMBDYyCia4jolAp/D4C3AngUwEMA3qmS3QLgbhW+R32HOv7gFOML3nsJxBIeDLuVpRlfyYbQt/Fguxo2wh6XyEkoAH4awwGAc0R0CTaC5C4RuZeIvgLgTiL6TwA+C+AOlf4OAP+diC4AeAbAzTELbNo2mMtbzS6E6cotCmx8dqXT/ytFknrDmdyEAuA3K/EFAK+xxH8dm/EGM/6vAfx4lNIZ7NQ93b+CDjfjTFduUQQEG58+aUPPq0xOzovj5iALk2gTL4eabBw0v8OuPVixnBsVdvxXsiPHt/ccZGES7YOPwxWzi6HPTvSOLbD7uta0Q7GdG3K9MXlXvKjaQ6aCoVNqs2ccEo0vuGDjc8i5Psdd4YoX+hiVa4fwKQVCrhpKloIhCO4+nGoPgUmx5cuoXZKBmA0/ZLFeLHIVCFuyHGOwsTVeasDGceOYt7bA6G9obHw6ylEpn+oOLxON4eDwAMc47kwT+ubfPljrHhFsfOrxbIk3z8sB1j7ZmaoyglRL8UsQOtloDMEuuXhEZupc65uBHdfuyo890qRijjwXiKv+6XVknzSJLASD7qjFui+EbUs5Cz7TnLuH67hGIw/93zzfln4u+vLuO75wts/Md9m1S0DYwkslC8Fg0qs98EnQth2Yja6Kob8RFgvPXYD52NanEI20L+3QulJKHctCMBwcHjiPWccWePNha9C+YxFjvUVl9YAZdgMvUzNypKuko1RNI4vBRxd9QqGxUa3jPJvXpq7ZCteAk9XfwwL9RO47IY3X9/mXJBC2ZKEx4CKC32Y2oWA2+FjGTV0PNpuHzmh1saqnqnlYwiBlfhoDjziH4wiD7ZsgxEN1bpqDbtVXBUQ6Gt3YzB28hpCfYOiC2+GgjTw43cOyCYeuSpMERktzaGlWerjihct02iRnQbDiFdZr//KVJRg0hmoGvprAkIccqmlU8kcX6H2CP+fnHlq2LDa1PTx7KEfnlf947kjI4T/QtvHIpIurLCTXHhh14dUAXHXL93nlLBgALHRTWwDgTaMO6TPn+LAmGZxi47PSSY71ZE7K0hg0Qt/4tn7i3JrDrhwpNAj2jKvsiLX8OlshE6AxFCEY1utN5Gp1cjBmg47q+i0CUQUFG58VK7bGHPM5ZCEsYu5ENSncjtoKhVbcKoMbnYhRsxlshBlVKPQwRaP1ndnIhWLGGHRtITY5b1ATtI6DPcKVFtaFeyO6EaU0/i7y0Ri4HeXWFihpUXIZe9jiIxxc5uGVacnN0G0oxWgMDday+U8Fp7t0SpbytpoDffXlUhr3GPIVDHwSTNmNcOUdakasT6POUbGKWM9RAKk9NpUidPIQDBf9kjW6Fgm7E7ZuxEr707/b0gHDfADEwrbU16VNVKExLaXc7zwEgwmfBK3aQiSh0GUs1TXGsDuHLU5l2LjOzBXBx6S3dkHiY/P3UdI9zmfwUYcxaT/fHGy0DT6u4blKkZF0sZYvtk1T9Lih2kMpqvDcmNOTdbpyLIydUGgYNOndiJEDj6am4DsD0UjH2iefHF9jndUy7Np96Kfejzb5CQbFmth+YEXRuhJd9gud2gEbnypsezsvjdJUYl9S/SazqznXuFMoeZhEHx7K0dGR0ygn1qCjbvrsMoM2BULncUYz7QIbjA/brkkJFT4XZqkrxa2VODyUo4tHzUg+CcYWDC24He7cDJfbUfsqFEyqcPBn8jpT/LJrbn5tzEykMGxitAYMdY1C/wsRCrWRVEolj1mJw+7DLdPotQzSHLxnFhC20tIc5e+aIgTivyly8h7UNxuyb5Ro3AQEaAxEdAkRfZaI7lXfX0lEDxPRBSL6OBFdruKvUN8vqOPXjylg7DULtuttNYGQB2dbu+8zsDSmAXdde+pK5/tbS91XIRZzGrqNIaQr8X4Aj2rffwnAr4jIPwTwHQDvU/HvA/AdFf8rKp0/3Pwa28Ox1VoxRCAQjzI/HlJBbBXLFZcLe73rlyc5PS8Tr8FHIjoD4ByAXwRwK4B/AeDPAPw9EXmBiN4IgEXknxPRfSr8f4joUgDfBHCNdGTU5ajFtsJyR2B3wrbrdcOwSVuh2NIszLENlXfXFGWXUUvo1GbfvpxTGtDEdpOecwMZwpAZmkkEZYLBx18F8PMAvqu+Xw3gWRF5QX1/EsBpFT4N4AkAUMefU+kbENEREZ0novPHF47Nwy1WK979D2Wr2u4eArePD7mm61zfOf+huxktpe9eTbPzo1cwENHbATwtIo/EzFhEbheRsyJyFlfGvLI/oyqhpkGMEShbsnzDTMjSfk8ouY1D+GgMPwzgx4jocQB3AngLgA8COKW6CgBwBsBTKvwUgOsAQB2/CsC3hxYwxZLroF2PsToRAtuuSwTry9BK0DXGMPXId+pGXKqQiKHxmIOVcwmLXsEgIh8QkTMicj2AmwE8KCI/CeAhAO9UyW4BcLcK36O+Qx1/sGt8Aeje7ToFIQ+wtUYj4XLvmAOTU5cjNmb3ooRuxtAZiL71LHM8jzEGTr8A4FYiuoDNGMIdKv4OAFer+FsB3DauiNMxlbfovmnHGLYPLmERq5KV0FBLomvgeo77HGTgJCKfBPBJFf46gNdZ0vw1gB8Pue7xxfbgY4gxUizmyNOFrZsQOtodQzjMaTxVouDRn5FrcNjUBlwzVHMu1c7D8hHtSr97exvTlbvviR3CbjKLb349dmxhKnz3bJyDXBds6d0f2z3TBbPrN+jH5rzP2ayVcD3olTCAjUBYYx112XUrL6wan1ZSO6ItiDkGyEoxkHK51/M9b27hl4VgcA0+bp2epBQGLla8wkocdhMTl2UIKRvO3P3fLXr+cwsK78Fs9nPkM/esRDZdiS059fNLJnWFco1fzC0o9LKEHs8BvQtRuxIGO18Icz1AdoQjMPebzZehC6Dm9opt+74lJyOirvuZQxmzcNRChyQw/LTM8QZyeWcvH5LFAAAILklEQVRquJlLbMcwd99yLDkJvinuZ8jvDZmtSEJpHpxsggGYfqpMdwuvM5Vg6KMEgZGTYNBJJSTG2peMvV4QJXtw0j0451LJVsKzDICa5HI/ushJXdfJ7d71WTvOTXaDjzmQ0wMy6VvCnQuhy8pLJKbTndzuUZaCYa6dpnPa4XpJ5N4IhhKrq5vj/chSMFT8mFpTiNVHz8nMeszvybFBxyK7MYY5Gev2benEHDibyxeiTXuZ21ArxzqWnWDISZ2fc1v7fUIXErrFX4r73iUAhpgupy7TXGQ1XZly2bOP+mrbzDZn9kFgmd2XqRtRjCXwfdcbe01vSp6uLKlhVtIzt6l17G5Gl1VmTmQlGFIJhdTq6RzM/Tvm6JfnsA5jX8iqK5GCrgbUME1lFVeIxjK3YJiLpTTQWWZmAroSez1d6fQBUdhYwxKZ2+fhvrNojcG7QrG23Js3Ubm/mfaxseT+TLKnagz9g1aNhsVoCIfcK+A+CoUlMbfbNh8WrTH4sGtkXMb4wj4Lhdwbkw+zzrKUPF05hsE+/TlNeSpx8X22vm7T5mBuK0tfFqMx+LjzWvO6NbBY2ozEVJW6JIcxoY5Puty1l9BoB7MURy0heFVi3nyYAmCqjWbGMkVD9Z0NKElwbAnx+bhIAVEHH7up05FufPvApQkFwL/MixQKgeyNYOh72CUIiinf0n3+CZdKFQobFjH4OLbSliAUSmSKRhY7j30RgH0UP8awb/3FWnGbpNJollRnduzTdGVvF2EhD3hJC8BioE/7zb0Cc4kULxiiuBqzeG6q5E3XprFjqQKmcMHQN522rSxd6UoQClVTsBOqKfgYF1WhsGGRsxJOF+usvnAzXe6DjyXaDExJiEWkSzgs3rgpkKI1hq6H3ILb4VIaWynlnIN6b9KwSI0BsKye1GFLXKVobFrVNm5q565LwEtjIKLHieiLRPQ5Ijqv4l5GRPcT0VfV50tVPBHRrxHRBSL6AhG9NuUPAPw8/+7g5mfu3YjKcHSXfpUwQroS/1REXq3Ng94G4AERuQHAA+o7APwogBvU/xGAD8cqrIsxD76Ewcf6NrPjs65Dn9KsU77+jBljuAnAORU+B+AdWvxHZcOnAJwiooOuCx0cdh7uxMvACSeDjLvKxM1jOVMrsx2f+2JL0zlLVe81AH/BIAD+NxE9QkRbG8VrReRYhb8J4FoVPg3gCe3cJ1VcAyI6IqLzRHT++T97Pro075qurG/guJR4P6sA6MZ38PFNIvIUEf1dAPcT0f/VD4qIEFGQbbWI3A7gdgA4PHvYOHfo6kfbYFOJlVanhApcQhltVItJN16CQUSeUp9PE9EnALwOwLeI6EBEjlVX4WmV/CkA12mnn1FxTo4vHp9MIQYKBdtotPdIdAHdiEp6ShVsKentShDR9xLRS7ZhAP8MwJcA3APgFpXsFgB3q/A9AN6jZifeAOA5rcth5QAnYwxDNYUhWkIdeJyOkn5HFRR+GsO1AD5BRNv0vykiv09EnwZwFxG9D8A3ALxLpf9dADcCuADgeQDv7cvgGJ1ywwv9YfZpHaU4allKBS1JKGwxtc59s4zMY9k10V8CeGzucnjycgB/PnchPCilnEA5ZS2lnIC9rH9fRK7xOTkXy8fHfNeJzw0RnS+hrKWUEyinrKWUExhf1qLXSlQqlTRUwVCpVFrkIhhun7sAAZRS1lLKCZRT1lLKCYwsaxaDj5VKJS9y0RgqlUpGzC4YiOhtRPSYWqZ9W/8ZScvyG0T0NBF9SYvLZnm5UdbriOghIvoKEX2ZiN6fY3mJ6EVE9CdE9HlVzrWKfyURPazK83EiulzFX6G+X1DHr5+inFp5LyGizxLRvZmXM60rBBGZ7R/AJQC+BuBVAC4H8HkA3z9jef4JgNcC+JIW918A3KbCtwH4JRW+EcDvASAAbwDw8MRlPQDwWhV+CYA/BfD9uZVX5fdiFb4MwMMq/7sA3KziPwLg36jwzwD4iArfDODjE9/XWwH8JoB71fdcy/k4gJcbcdGe/WQ/xPHj3gjgPu37BwB8YOYyXW8IhscAHKjwATY2FwDw6wDebUs3U7nvBvDWnMsL4EoAnwHwemyMby416wGA+wC8UYUvVeloovKdwca3yFsA3KsaUnblVHnaBEO0Zz93V8JrifbMjFpePgVKjX0NNm/j7Mqr1PPPYbPQ7n5stMRnReQFS1l25VTHnwNw9RTlBPCrAH4ewHfV96szLSeQwBWCTi6Wj0UgEr68PDVE9GIAvw3g50TkL9SaFgD5lFdE/hbAq4noFIBPAPi+mYvUgojeDuBpEXmEiN48d3k8iO4KQWdujSF4ifYMfEstK8fY5eWxIaLLsBEK/0NEfkdFZ1teEXkWwEPYqOSniGj7YtLLsiunOn4VgG9PULwfBvBjRPQ4gDux6U58MMNyAmi6QsBG2O5cIagyjXr2cwuGTwO4QY38Xo7NIM49M5fJJNry8pjQRjW4A8CjIvLLuZaXiK5RmgKI6HuwGQd5FBsB8U5HObflfyeAB0V1jFMiIh8QkTMicj029fBBEfnJ3MoJTOMKYZaBMmPA5EZsRtS/BuA/zFyWjwE4BvD/sOmHvQ+bfuMDAL4K4A8AvEylJQD/VZX7iwDOTlzWN2HTz/wCgM+p/xtzKy+AHwTwWVXOLwH4jyr+VQD+BJvl+f8TwBUq/kXq+wV1/FUz1IM342RWIrtyqjJ9Xv1/edtuYj77avlYqVRazN2VqFQqGVIFQ6VSaVEFQ6VSaVEFQ6VSaVEFQ6VSaVEFQ6VSaVEFQ6VSaVEFQ6VSafH/AY37j+OiOXtnAAAAAElFTkSuQmCC
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<div class="prompt input_prompt">In&nbsp;[3]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># compute low-res embedding</span>
<span class="k">def</span> <span class="nf">lr_embed</span><span class="p">(</span><span class="n">image</span><span class="p">,</span> <span class="n">lowres</span><span class="p">,</span> <span class="n">patch_size</span><span class="p">,</span> <span class="n">max_iter</span><span class="o">=</span><span class="mi">201</span><span class="p">,</span> <span class="n">batch_size</span><span class="o">=</span><span class="mi">64</span><span class="p">):</span>
    <span class="c1"># set up epitome model with uniform variance</span>
    <span class="n">ep</span> <span class="o">=</span> <span class="n">models</span><span class="o">.</span><span class="n">EpitomeModel</span><span class="p">(</span><span class="n">image</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">],</span><span class="mi">4</span><span class="p">,</span><span class="mi">1</span><span class="p">)</span><span class="o">.</span><span class="n">to</span><span class="p">(</span><span class="n">device</span><span class="p">)</span>
    <span class="n">ep</span><span class="o">.</span><span class="n">prior</span><span class="p">[:]</span> <span class="o">=</span> <span class="mf">0.</span>
    <span class="n">ep</span><span class="o">.</span><span class="n">mean</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">=</span> <span class="n">T</span><span class="o">.</span><span class="n">from_numpy</span><span class="p">(</span><span class="n">image</span><span class="p">)</span>
    <span class="n">ep</span><span class="o">.</span><span class="n">ivar</span><span class="p">[:]</span> <span class="o">=</span> <span class="mf">100.</span>

    <span class="c1"># initialize counters</span>
    <span class="n">lrmap</span> <span class="o">=</span> <span class="n">T</span><span class="o">.</span><span class="n">zeros</span><span class="p">((</span><span class="nb">len</span><span class="p">(</span><span class="n">util</span><span class="o">.</span><span class="n">nlcd_cl</span><span class="p">),</span><span class="n">ep</span><span class="o">.</span><span class="n">layers</span><span class="p">,</span><span class="n">ep</span><span class="o">.</span><span class="n">size</span><span class="p">,</span><span class="n">ep</span><span class="o">.</span><span class="n">size</span><span class="p">))</span><span class="o">.</span><span class="n">to</span><span class="p">(</span><span class="n">device</span><span class="p">)</span>
    
    <span class="k">for</span> <span class="n">it</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">max_iter</span><span class="p">):</span>
        <span class="c1">#construct batches</span>
        <span class="n">batch</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">((</span><span class="n">batch_size</span><span class="p">,</span><span class="mi">4</span><span class="p">,</span><span class="n">patch_size</span><span class="p">,</span><span class="n">patch_size</span><span class="p">))</span>
        <span class="n">lc_batch</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">((</span><span class="n">batch_size</span><span class="p">,</span><span class="n">patch_size</span><span class="p">,</span><span class="n">patch_size</span><span class="p">))</span>
        <span class="n">nlcd_ctr</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">((</span><span class="n">batch_size</span><span class="p">,),</span> <span class="n">dtype</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">int</span><span class="p">)</span>

        <span class="k">for</span> <span class="n">b</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">batch_size</span><span class="p">):</span>
            <span class="n">x</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">randint</span><span class="p">(</span><span class="n">image</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">-</span><span class="n">patch_size</span><span class="o">+</span><span class="mi">1</span><span class="p">)</span>
            <span class="n">y</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">randint</span><span class="p">(</span><span class="n">image</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">-</span><span class="n">patch_size</span><span class="o">+</span><span class="mi">1</span><span class="p">)</span>
            <span class="n">batch</span><span class="p">[</span><span class="n">b</span><span class="p">]</span> <span class="o">=</span> <span class="n">image</span><span class="p">[:,</span><span class="n">x</span><span class="p">:</span><span class="n">x</span><span class="o">+</span><span class="n">patch_size</span><span class="p">,</span><span class="n">y</span><span class="p">:</span><span class="n">y</span><span class="o">+</span><span class="n">patch_size</span><span class="p">]</span>
            <span class="n">nlcd_ctr</span><span class="p">[</span><span class="n">b</span><span class="p">]</span> <span class="o">=</span> <span class="n">util</span><span class="o">.</span><span class="n">c2i</span><span class="p">[</span><span class="nb">int</span><span class="p">(</span><span class="n">lowres</span><span class="p">[</span><span class="n">x</span><span class="o">+</span><span class="n">patch_size</span><span class="o">//</span><span class="mi">2</span><span class="p">,</span><span class="n">y</span><span class="o">+</span><span class="n">patch_size</span><span class="o">//</span><span class="mi">2</span><span class="p">])]</span>
        <span class="n">x</span> <span class="o">=</span> <span class="n">T</span><span class="o">.</span><span class="n">from_numpy</span><span class="p">(</span><span class="n">batch</span><span class="p">)</span><span class="o">.</span><span class="n">to</span><span class="p">(</span><span class="n">device</span><span class="p">,</span><span class="n">T</span><span class="o">.</span><span class="n">float</span><span class="p">)</span>

        <span class="c1"># compute smoothed posterior and embed</span>
        <span class="n">posterior</span> <span class="o">=</span> <span class="p">(</span><span class="n">ep</span><span class="p">(</span><span class="n">x</span><span class="p">)</span><span class="o">.</span><span class="n">view</span><span class="p">(</span><span class="n">batch_size</span><span class="p">,</span><span class="o">-</span><span class="mi">1</span><span class="p">)</span> <span class="o">/</span> <span class="n">patch_size</span><span class="o">**</span><span class="mi">2</span><span class="p">)</span><span class="o">.</span><span class="n">softmax</span><span class="p">(</span><span class="mi">1</span><span class="p">)</span><span class="o">.</span><span class="n">view</span><span class="p">(</span><span class="n">batch_size</span><span class="p">,</span><span class="n">ep</span><span class="o">.</span><span class="n">layers</span><span class="p">,</span><span class="n">ep</span><span class="o">.</span><span class="n">size</span><span class="p">,</span><span class="n">ep</span><span class="o">.</span><span class="n">size</span><span class="p">)</span>
        <span class="k">for</span> <span class="n">j</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">batch_size</span><span class="p">):</span>
            <span class="n">lrmap</span><span class="p">[</span><span class="n">nlcd_ctr</span><span class="p">[</span><span class="n">j</span><span class="p">]]</span> <span class="o">+=</span> <span class="n">posterior</span><span class="p">[</span><span class="n">j</span><span class="p">]</span>

    <span class="k">return</span> <span class="n">lrmap</span><span class="o">.</span><span class="n">cpu</span><span class="p">()</span><span class="o">.</span><span class="n">numpy</span><span class="p">()</span>

<span class="c1"># super-resolution EM algorithm</span>
<span class="k">def</span> <span class="nf">superres</span><span class="p">(</span><span class="n">nlcdmap</span><span class="p">,</span> <span class="n">max_iter</span><span class="o">=</span><span class="mi">20</span><span class="p">):</span>
    <span class="n">eps</span><span class="o">=</span><span class="mf">0.00000000001</span>
    
    <span class="c1"># use the full p(l,c)</span>
    <span class="n">nlcd_mu</span> <span class="o">=</span> <span class="n">util</span><span class="o">.</span><span class="n">nlcd_mu</span> <span class="c1">#nlcdmap.sum((1,2,3)).reshape(22,1)**0.1</span>
    <span class="n">p_l_c</span> <span class="o">=</span> <span class="n">T</span><span class="o">.</span><span class="n">from_numpy</span><span class="p">(</span><span class="n">nlcd_mu</span><span class="p">)</span><span class="o">.</span><span class="n">float</span><span class="p">()</span><span class="o">.</span><span class="n">to</span><span class="p">(</span><span class="n">device</span><span class="p">)</span>

    <span class="c1"># init the p(s|c): renormalize priors, then normalize over positions</span>
    <span class="n">p_s_c</span> <span class="o">=</span> <span class="p">(</span><span class="n">T</span><span class="o">.</span><span class="n">from_numpy</span><span class="p">(</span><span class="n">lrmap</span><span class="p">)</span><span class="o">.</span><span class="n">float</span><span class="p">()</span> <span class="o">+</span> <span class="n">eps</span><span class="p">)</span><span class="o">.</span><span class="n">to</span><span class="p">(</span><span class="n">device</span><span class="p">)</span>
    <span class="n">p_s_c</span> <span class="o">/=</span> <span class="p">(</span><span class="n">p_s_c</span><span class="o">.</span><span class="n">sum</span><span class="p">(</span><span class="mi">0</span><span class="p">))</span>
    <span class="n">p_s_c</span> <span class="o">/=</span> <span class="n">p_s_c</span><span class="o">.</span><span class="n">sum</span><span class="p">((</span><span class="mi">1</span><span class="p">,</span><span class="mi">2</span><span class="p">,</span><span class="mi">3</span><span class="p">))</span><span class="o">.</span><span class="n">view</span><span class="p">(</span><span class="o">-</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="mi">1</span><span class="p">)</span>
    
    <span class="c1"># init the p(l|s) and q(s|l,c)</span>
    <span class="n">p_l_s</span> <span class="o">=</span> <span class="p">(</span><span class="n">T</span><span class="o">.</span><span class="n">rand</span><span class="p">(</span><span class="n">p_s_c</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">1</span><span class="p">:]</span><span class="o">+</span><span class="p">(</span><span class="mi">4</span><span class="p">,))</span><span class="o">+</span><span class="mi">10</span><span class="p">)</span><span class="o">.</span><span class="n">to</span><span class="p">(</span><span class="n">device</span><span class="p">)</span>
    <span class="n">p_l_s</span> <span class="o">/=</span> <span class="n">p_l_s</span><span class="o">.</span><span class="n">sum</span><span class="p">(</span><span class="mi">3</span><span class="p">)</span><span class="o">.</span><span class="n">unsqueeze</span><span class="p">(</span><span class="mi">3</span><span class="p">)</span>
    <span class="n">q</span> <span class="o">=</span> <span class="n">T</span><span class="o">.</span><span class="n">empty</span><span class="p">(</span><span class="n">p_s_c</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">1</span><span class="p">:]</span> <span class="o">+</span> <span class="n">p_l_c</span><span class="o">.</span><span class="n">shape</span><span class="p">)</span>

    <span class="k">for</span> <span class="n">it</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">max_iter</span><span class="p">):</span>
        <span class="c1"># E step</span>
        <span class="n">q</span> <span class="o">=</span> <span class="n">T</span><span class="o">.</span><span class="n">einsum</span><span class="p">(</span><span class="s1">&#39;exyl,cexy-&gt;exycl&#39;</span><span class="p">,</span><span class="n">p_l_s</span><span class="p">,</span><span class="n">p_s_c</span><span class="p">)</span> <span class="o">+</span> <span class="n">eps</span>
        <span class="n">q</span> <span class="o">/=</span> <span class="n">q</span><span class="o">.</span><span class="n">sum</span><span class="p">((</span><span class="mi">0</span><span class="p">,</span><span class="mi">1</span><span class="p">,</span><span class="mi">2</span><span class="p">))</span>

        <span class="c1"># M step</span>
        <span class="n">p_l_s</span> <span class="o">=</span> <span class="n">T</span><span class="o">.</span><span class="n">einsum</span><span class="p">(</span><span class="s1">&#39;exycl,cl-&gt;exyl&#39;</span><span class="p">,</span><span class="n">q</span><span class="p">,</span><span class="n">p_l_c</span><span class="p">)</span><span class="o">+</span><span class="n">eps</span>
        <span class="n">p_l_s</span> <span class="o">/=</span> <span class="n">p_l_s</span><span class="o">.</span><span class="n">sum</span><span class="p">(</span><span class="mi">3</span><span class="p">)</span><span class="o">.</span><span class="n">unsqueeze</span><span class="p">(</span><span class="mi">3</span><span class="p">)</span>

    <span class="k">return</span> <span class="n">p_l_s</span><span class="o">.</span><span class="n">cpu</span><span class="p">()</span><span class="o">.</span><span class="n">numpy</span><span class="p">()</span>
</pre></div>

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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="c1"># compute low-res map and visualize it</span>

<span class="n">patch_size</span> <span class="o">=</span> <span class="mi">7</span>
<span class="n">samples</span> <span class="o">=</span> <span class="mi">20000</span>
<span class="n">batch_size</span> <span class="o">=</span> <span class="mi">64</span>

<span class="n">lrmap</span> <span class="o">=</span> <span class="n">lr_embed</span><span class="p">(</span><span class="n">img</span><span class="p">,</span> <span class="n">nlcd</span><span class="p">,</span> <span class="n">patch_size</span><span class="p">,</span> <span class="n">samples</span> <span class="o">//</span> <span class="mi">64</span><span class="p">,</span> <span class="mi">64</span><span class="p">)</span>

<span class="n">pt</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">4</span><span class="p">))</span>
<span class="n">pt</span><span class="o">.</span><span class="n">subplot</span><span class="p">(</span><span class="mi">131</span><span class="p">);</span> <span class="n">pt</span><span class="o">.</span><span class="n">imshow</span><span class="p">(</span><span class="n">img</span><span class="p">[:</span><span class="mi">3</span><span class="p">]</span><span class="o">.</span><span class="n">T</span><span class="p">)</span>
<span class="n">pt</span><span class="o">.</span><span class="n">subplot</span><span class="p">(</span><span class="mi">132</span><span class="p">);</span> <span class="n">pt</span><span class="o">.</span><span class="n">imshow</span><span class="p">(</span><span class="n">util</span><span class="o">.</span><span class="n">vis_nlcd</span><span class="p">(</span><span class="n">nlcd</span><span class="p">,</span><span class="kc">True</span><span class="p">)</span><span class="o">.</span><span class="n">T</span><span class="p">)</span> <span class="c1"># original labels</span>
<span class="n">pt</span><span class="o">.</span><span class="n">subplot</span><span class="p">(</span><span class="mi">133</span><span class="p">);</span> <span class="n">pt</span><span class="o">.</span><span class="n">imshow</span><span class="p">(</span><span class="n">util</span><span class="o">.</span><span class="n">vis_nlcd</span><span class="p">(</span><span class="n">lrmap</span><span class="p">[:,</span><span class="mi">0</span><span class="p">])</span><span class="o">.</span><span class="n">T</span><span class="p">)</span> <span class="c1"># reembedded labels</span>
<span class="n">pt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</pre></div>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># run SR algorithm and visualize it</span>

<span class="n">hrp</span> <span class="o">=</span> <span class="n">superres</span><span class="p">(</span><span class="n">lrmap</span><span class="p">)</span>

<span class="n">pt</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">4</span><span class="p">))</span>
<span class="n">pt</span><span class="o">.</span><span class="n">subplot</span><span class="p">(</span><span class="mi">131</span><span class="p">);</span> <span class="n">pt</span><span class="o">.</span><span class="n">imshow</span><span class="p">(</span><span class="n">img</span><span class="p">[:</span><span class="mi">3</span><span class="p">]</span><span class="o">.</span><span class="n">T</span><span class="p">)</span>
<span class="n">pt</span><span class="o">.</span><span class="n">subplot</span><span class="p">(</span><span class="mi">132</span><span class="p">);</span> <span class="n">pt</span><span class="o">.</span><span class="n">imshow</span><span class="p">(</span><span class="n">util</span><span class="o">.</span><span class="n">vis_lc</span><span class="p">(</span><span class="n">hrp</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">argmax</span><span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">)</span><span class="o">.</span><span class="n">T</span><span class="p">,</span><span class="kc">True</span><span class="p">)</span><span class="o">.</span><span class="n">T</span><span class="o">.</span><span class="n">swapaxes</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span><span class="mi">1</span><span class="p">))</span> <span class="c1"># SR output</span>
<span class="n">pt</span><span class="o">.</span><span class="n">subplot</span><span class="p">(</span><span class="mi">133</span><span class="p">);</span> <span class="n">pt</span><span class="o">.</span><span class="n">imshow</span><span class="p">(</span><span class="n">util</span><span class="o">.</span><span class="n">vis_lc</span><span class="p">(</span><span class="n">lc</span><span class="p">,</span> <span class="kc">True</span><span class="p">)</span><span class="o">.</span><span class="n">T</span><span class="p">)</span> <span class="c1"># ground truth</span>

<span class="n">pt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
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