transfer_learning.html

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

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

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

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

*/
.highlight-base {
  color: #000;
}
.highlight-variable {
  color: #000;
}
.highlight-variable-2 {
  color: #1a1a1a;
}
.highlight-variable-3 {
  color: #333333;
}
.highlight-string {
  color: #BA2121;
}
.highlight-comment {
  color: #408080;
  font-style: italic;
}
.highlight-number {
  color: #080;
}
.highlight-atom {
  color: #88F;
}
.highlight-keyword {
  color: #008000;
  font-weight: bold;
}
.highlight-builtin {
  color: #008000;
}
.highlight-error {
  color: #f00;
}
.highlight-operator {
  color: #AA22FF;
  font-weight: bold;
}
.highlight-meta {
  color: #AA22FF;
}
/* previously not defined, copying from default codemirror */
.highlight-def {
  color: #00f;
}
.highlight-string-2 {
  color: #f50;
}
.highlight-qualifier {
  color: #555;
}
.highlight-bracket {
  color: #997;
}
.highlight-tag {
  color: #170;
}
.highlight-attribute {
  color: #00c;
}
.highlight-header {
  color: blue;
}
.highlight-quote {
  color: #090;
}
.highlight-link {
  color: #00c;
}
/* apply the same style to codemirror */
.cm-s-ipython span.cm-keyword {
  color: #008000;
  font-weight: bold;
}
.cm-s-ipython span.cm-atom {
  color: #88F;
}
.cm-s-ipython span.cm-number {
  color: #080;
}
.cm-s-ipython span.cm-def {
  color: #00f;
}
.cm-s-ipython span.cm-variable {
  color: #000;
}
.cm-s-ipython span.cm-operator {
  color: #AA22FF;
  font-weight: bold;
}
.cm-s-ipython span.cm-variable-2 {
  color: #1a1a1a;
}
.cm-s-ipython span.cm-variable-3 {
  color: #333333;
}
.cm-s-ipython span.cm-comment {
  color: #408080;
  font-style: italic;
}
.cm-s-ipython span.cm-string {
  color: #BA2121;
}
.cm-s-ipython span.cm-string-2 {
  color: #f50;
}
.cm-s-ipython span.cm-meta {
  color: #AA22FF;
}
.cm-s-ipython span.cm-qualifier {
  color: #555;
}
.cm-s-ipython span.cm-builtin {
  color: #008000;
}
.cm-s-ipython span.cm-bracket {
  color: #997;
}
.cm-s-ipython span.cm-tag {
  color: #170;
}
.cm-s-ipython span.cm-attribute {
  color: #00c;
}
.cm-s-ipython span.cm-header {
  color: blue;
}
.cm-s-ipython span.cm-quote {
  color: #090;
}
.cm-s-ipython span.cm-link {
  color: #00c;
}
.cm-s-ipython span.cm-error {
  color: #f00;
}
.cm-s-ipython span.cm-tab {
  background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
  background-position: right;
  background-repeat: no-repeat;
}
div.output_wrapper {
  /* this position must be relative to enable descendents to be absolute within it */
  position: relative;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  z-index: 1;
}
/* class for the output area when it should be height-limited */
div.output_scroll {
  /* ideally, this would be max-height, but FF barfs all over that */
  height: 24em;
  /* FF needs this *and the wrapper* to specify full width, or it will shrinkwrap */
  width: 100%;
  overflow: auto;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  display: block;
}
/* output div while it is collapsed */
div.output_collapsed {
  margin: 0px;
  padding: 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
div.out_prompt_overlay {
  height: 100%;
  padding: 0px 0.4em;
  position: absolute;
  border-radius: 2px;
}
div.out_prompt_overlay:hover {
  /* use inner shadow to get border that is computed the same on WebKit/FF */
  -webkit-box-shadow: inset 0 0 1px #000;
  box-shadow: inset 0 0 1px #000;
  background: rgba(240, 240, 240, 0.5);
}
div.output_prompt {
  color: #D84315;
}
/* This class is the outer container of all output sections. */
div.output_area {
  padding: 0px;
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.output_area .MathJax_Display {
  text-align: left !important;
}
div.output_area .rendered_html table {
  margin-left: 0;
  margin-right: 0;
}
div.output_area .rendered_html img {
  margin-left: 0;
  margin-right: 0;
}
div.output_area img,
div.output_area svg {
  max-width: 100%;
  height: auto;
}
div.output_area img.unconfined,
div.output_area svg.unconfined {
  max-width: none;
}
div.output_area .mglyph > img {
  max-width: none;
}
/* This is needed to protect the pre formating from global settings such
   as that of bootstrap */
.output {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.output_area {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
div.output_area pre {
  margin: 0;
  padding: 1px 0 1px 0;
  border: 0;
  vertical-align: baseline;
  color: black;
  background-color: transparent;
  border-radius: 0;
}
/* This class is for the output subarea inside the output_area and after
   the prompt div. */
div.output_subarea {
  overflow-x: auto;
  padding: 0.4em;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
  max-width: calc(100% - 14ex);
}
div.output_scroll div.output_subarea {
  overflow-x: visible;
}
/* The rest of the output_* classes are for special styling of the different
   output types */
/* all text output has this class: */
div.output_text {
  text-align: left;
  color: #000;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
}
/* stdout/stderr are 'text' as well as 'stream', but execute_result/error are *not* streams */
div.output_stderr {
  background: #fdd;
  /* very light red background for stderr */
}
div.output_latex {
  text-align: left;
}
/* Empty output_javascript divs should have no height */
div.output_javascript:empty {
  padding: 0;
}
.js-error {
  color: darkred;
}
/* raw_input styles */
div.raw_input_container {
  line-height: 1.21429em;
  padding-top: 5px;
}
pre.raw_input_prompt {
  /* nothing needed here. */
}
input.raw_input {
  font-family: monospace;
  font-size: inherit;
  color: inherit;
  width: auto;
  /* make sure input baseline aligns with prompt */
  vertical-align: baseline;
  /* padding + margin = 0.5em between prompt and cursor */
  padding: 0em 0.25em;
  margin: 0em 0.25em;
}
input.raw_input:focus {
  box-shadow: none;
}
p.p-space {
  margin-bottom: 10px;
}
div.output_unrecognized {
  padding: 5px;
  font-weight: bold;
  color: red;
}
div.output_unrecognized a {
  color: inherit;
  text-decoration: none;
}
div.output_unrecognized a:hover {
  color: inherit;
  text-decoration: none;
}
.rendered_html {
  color: #000;
  /* any extras will just be numbers: */
}
.rendered_html em {
  font-style: italic;
}
.rendered_html strong {
  font-weight: bold;
}
.rendered_html u {
  text-decoration: underline;
}
.rendered_html :link {
  text-decoration: underline;
}
.rendered_html :visited {
  text-decoration: underline;
}
.rendered_html h1 {
  font-size: 185.7%;
  margin: 1.08em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h2 {
  font-size: 157.1%;
  margin: 1.27em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h3 {
  font-size: 128.6%;
  margin: 1.55em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h4 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h5 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h6 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h1:first-child {
  margin-top: 0.538em;
}
.rendered_html h2:first-child {
  margin-top: 0.636em;
}
.rendered_html h3:first-child {
  margin-top: 0.777em;
}
.rendered_html h4:first-child {
  margin-top: 1em;
}
.rendered_html h5:first-child {
  margin-top: 1em;
}
.rendered_html h6:first-child {
  margin-top: 1em;
}
.rendered_html ul:not(.list-inline),
.rendered_html ol:not(.list-inline) {
  padding-left: 2em;
}
.rendered_html ul {
  list-style: disc;
}
.rendered_html ul ul {
  list-style: square;
  margin-top: 0;
}
.rendered_html ul ul ul {
  list-style: circle;
}
.rendered_html ol {
  list-style: decimal;
}
.rendered_html ol ol {
  list-style: upper-alpha;
  margin-top: 0;
}
.rendered_html ol ol ol {
  list-style: lower-alpha;
}
.rendered_html ol ol ol ol {
  list-style: lower-roman;
}
.rendered_html ol ol ol ol ol {
  list-style: decimal;
}
.rendered_html * + ul {
  margin-top: 1em;
}
.rendered_html * + ol {
  margin-top: 1em;
}
.rendered_html hr {
  color: black;
  background-color: black;
}
.rendered_html pre {
  margin: 1em 2em;
  padding: 0px;
  background-color: #fff;
}
.rendered_html code {
  background-color: #eff0f1;
}
.rendered_html p code {
  padding: 1px 5px;
}
.rendered_html pre code {
  background-color: #fff;
}
.rendered_html pre,
.rendered_html code {
  border: 0;
  color: #000;
  font-size: 100%;
}
.rendered_html blockquote {
  margin: 1em 2em;
}
.rendered_html table {
  margin-left: auto;
  margin-right: auto;
  border: none;
  border-collapse: collapse;
  border-spacing: 0;
  color: black;
  font-size: 12px;
  table-layout: fixed;
}
.rendered_html thead {
  border-bottom: 1px solid black;
  vertical-align: bottom;
}
.rendered_html tr,
.rendered_html th,
.rendered_html td {
  text-align: right;
  vertical-align: middle;
  padding: 0.5em 0.5em;
  line-height: normal;
  white-space: normal;
  max-width: none;
  border: none;
}
.rendered_html th {
  font-weight: bold;
}
.rendered_html tbody tr:nth-child(odd) {
  background: #f5f5f5;
}
.rendered_html tbody tr:hover {
  background: rgba(66, 165, 245, 0.2);
}
.rendered_html * + table {
  margin-top: 1em;
}
.rendered_html p {
  text-align: left;
}
.rendered_html * + p {
  margin-top: 1em;
}
.rendered_html img {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.rendered_html * + img {
  margin-top: 1em;
}
.rendered_html img,
.rendered_html svg {
  max-width: 100%;
  height: auto;
}
.rendered_html img.unconfined,
.rendered_html svg.unconfined {
  max-width: none;
}
.rendered_html .alert {
  margin-bottom: initial;
}
.rendered_html * + .alert {
  margin-top: 1em;
}
[dir="rtl"] .rendered_html p {
  text-align: right;
}
div.text_cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.text_cell > div.prompt {
    display: none;
  }
}
div.text_cell_render {
  /*font-family: "Helvetica Neue", Arial, Helvetica, Geneva, sans-serif;*/
  outline: none;
  resize: none;
  width: inherit;
  border-style: none;
  padding: 0.5em 0.5em 0.5em 0.4em;
  color: #000;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
a.anchor-link:link {
  text-decoration: none;
  padding: 0px 20px;
  visibility: hidden;
}
h1:hover .anchor-link,
h2:hover .anchor-link,
h3:hover .anchor-link,
h4:hover .anchor-link,
h5:hover .anchor-link,
h6:hover .anchor-link {
  visibility: visible;
}
.text_cell.rendered .input_area {
  display: none;
}
.text_cell.rendered .rendered_html {
  overflow-x: auto;
  overflow-y: hidden;
}
.text_cell.rendered .rendered_html tr,
.text_cell.rendered .rendered_html th,
.text_cell.rendered .rendered_html td {
  max-width: none;
}
.text_cell.unrendered .text_cell_render {
  display: none;
}
.text_cell .dropzone .input_area {
  border: 2px dashed #bababa;
  margin: -1px;
}
.cm-header-1,
.cm-header-2,
.cm-header-3,
.cm-header-4,
.cm-header-5,
.cm-header-6 {
  font-weight: bold;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
}
.cm-header-1 {
  font-size: 185.7%;
}
.cm-header-2 {
  font-size: 157.1%;
}
.cm-header-3 {
  font-size: 128.6%;
}
.cm-header-4 {
  font-size: 110%;
}
.cm-header-5 {
  font-size: 100%;
  font-style: italic;
}
.cm-header-6 {
  font-size: 100%;
  font-style: italic;
}
/*!
*
* IPython notebook webapp
*
*/
@media (max-width: 767px) {
  .notebook_app {
    padding-left: 0px;
    padding-right: 0px;
  }
}
#ipython-main-app {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook_panel {
  margin: 0px;
  padding: 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook {
  font-size: 14px;
  line-height: 20px;
  overflow-y: hidden;
  overflow-x: auto;
  width: 100%;
  /* This spaces the page away from the edge of the notebook area */
  padding-top: 20px;
  margin: 0px;
  outline: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  min-height: 100%;
}
@media not print {
  #notebook-container {
    padding: 15px;
    background-color: #fff;
    min-height: 0;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
@media print {
  #notebook-container {
    width: 100%;
  }
}
div.ui-widget-content {
  border: 1px solid #ababab;
  outline: none;
}
pre.dialog {
  background-color: #f7f7f7;
  border: 1px solid #ddd;
  border-radius: 2px;
  padding: 0.4em;
  padding-left: 2em;
}
p.dialog {
  padding: 0.2em;
}
/* Word-wrap output correctly.  This is the CSS3 spelling, though Firefox seems
   to not honor it correctly.  Webkit browsers (Chrome, rekonq, Safari) do.
 */
pre,
code,
kbd,
samp {
  white-space: pre-wrap;
}
#fonttest {
  font-family: monospace;
}
p {
  margin-bottom: 0;
}
.end_space {
  min-height: 100px;
  transition: height .2s ease;
}
.notebook_app > #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
@media not print {
  .notebook_app {
    background-color: #EEE;
  }
}
kbd {
  border-style: solid;
  border-width: 1px;
  box-shadow: none;
  margin: 2px;
  padding-left: 2px;
  padding-right: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
.jupyter-keybindings {
  padding: 1px;
  line-height: 24px;
  border-bottom: 1px solid gray;
}
.jupyter-keybindings input {
  margin: 0;
  padding: 0;
  border: none;
}
.jupyter-keybindings i {
  padding: 6px;
}
.well code {
  background-color: #ffffff;
  border-color: #ababab;
  border-width: 1px;
  border-style: solid;
  padding: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
/* CSS for the cell toolbar */
.celltoolbar {
  border: thin solid #CFCFCF;
  border-bottom: none;
  background: #EEE;
  border-radius: 2px 2px 0px 0px;
  width: 100%;
  height: 29px;
  padding-right: 4px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
  display: -webkit-flex;
}
@media print {
  .celltoolbar {
    display: none;
  }
}
.ctb_hideshow {
  display: none;
  vertical-align: bottom;
}
/* ctb_show is added to the ctb_hideshow div to show the cell toolbar.
   Cell toolbars are only shown when the ctb_global_show class is also set.
*/
.ctb_global_show .ctb_show.ctb_hideshow {
  display: block;
}
.ctb_global_show .ctb_show + .input_area,
.ctb_global_show .ctb_show + div.text_cell_input,
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border-top-right-radius: 0px;
  border-top-left-radius: 0px;
}
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border: 1px solid #cfcfcf;
}
.celltoolbar {
  font-size: 87%;
  padding-top: 3px;
}
.celltoolbar select {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  width: inherit;
  font-size: inherit;
  height: 22px;
  padding: 0px;
  display: inline-block;
}
.celltoolbar select:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.celltoolbar select::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.celltoolbar select:-ms-input-placeholder {
  color: #999;
}
.celltoolbar select::-webkit-input-placeholder {
  color: #999;
}
.celltoolbar select::-ms-expand {
  border: 0;
  background-color: transparent;
}
.celltoolbar select[disabled],
.celltoolbar select[readonly],
fieldset[disabled] .celltoolbar select {
  background-color: #eeeeee;
  opacity: 1;
}
.celltoolbar select[disabled],
fieldset[disabled] .celltoolbar select {
  cursor: not-allowed;
}
textarea.celltoolbar select {
  height: auto;
}
select.celltoolbar select {
  height: 30px;
  line-height: 30px;
}
textarea.celltoolbar select,
select[multiple].celltoolbar select {
  height: auto;
}
.celltoolbar label {
  margin-left: 5px;
  margin-right: 5px;
}
.tags_button_container {
  width: 100%;
  display: flex;
}
.tag-container {
  display: flex;
  flex-direction: row;
  flex-grow: 1;
  overflow: hidden;
  position: relative;
}
.tag-container > * {
  margin: 0 4px;
}
.remove-tag-btn {
  margin-left: 4px;
}
.tags-input {
  display: flex;
}
.cell-tag:last-child:after {
  content: "";
  position: absolute;
  right: 0;
  width: 40px;
  height: 100%;
  /* Fade to background color of cell toolbar */
  background: linear-gradient(to right, rgba(0, 0, 0, 0), #EEE);
}
.tags-input > * {
  margin-left: 4px;
}
.cell-tag,
.tags-input input,
.tags-input button {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  box-shadow: none;
  width: inherit;
  font-size: inherit;
  height: 22px;
  line-height: 22px;
  padding: 0px 4px;
  display: inline-block;
}
.cell-tag:focus,
.tags-input input:focus,
.tags-input button:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.cell-tag::-moz-placeholder,
.tags-input input::-moz-placeholder,
.tags-input button::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.cell-tag:-ms-input-placeholder,
.tags-input input:-ms-input-placeholder,
.tags-input button:-ms-input-placeholder {
  color: #999;
}
.cell-tag::-webkit-input-placeholder,
.tags-input input::-webkit-input-placeholder,
.tags-input button::-webkit-input-placeholder {
  color: #999;
}
.cell-tag::-ms-expand,
.tags-input input::-ms-expand,
.tags-input button::-ms-expand {
  border: 0;
  background-color: transparent;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
.cell-tag[readonly],
.tags-input input[readonly],
.tags-input button[readonly],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  background-color: #eeeeee;
  opacity: 1;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  cursor: not-allowed;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button {
  height: auto;
}
select.cell-tag,
select.tags-input input,
select.tags-input button {
  height: 30px;
  line-height: 30px;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button,
select[multiple].cell-tag,
select[multiple].tags-input input,
select[multiple].tags-input button {
  height: auto;
}
.cell-tag,
.tags-input button {
  padding: 0px 4px;
}
.cell-tag {
  background-color: #fff;
  white-space: nowrap;
}
.tags-input input[type=text]:focus {
  outline: none;
  box-shadow: none;
  border-color: #ccc;
}
.completions {
  position: absolute;
  z-index: 110;
  overflow: hidden;
  border: 1px solid #ababab;
  border-radius: 2px;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  line-height: 1;
}
.completions select {
  background: white;
  outline: none;
  border: none;
  padding: 0px;
  margin: 0px;
  overflow: auto;
  font-family: monospace;
  font-size: 110%;
  color: #000;
  width: auto;
}
.completions select option.context {
  color: #286090;
}
#kernel_logo_widget .current_kernel_logo {
  display: none;
  margin-top: -1px;
  margin-bottom: -1px;
  width: 32px;
  height: 32px;
}
[dir="rtl"] #kernel_logo_widget {
  float: left !important;
  float: left;
}
.modal .modal-body .move-path {
  display: flex;
  flex-direction: row;
  justify-content: space;
  align-items: center;
}
.modal .modal-body .move-path .server-root {
  padding-right: 20px;
}
.modal .modal-body .move-path .path-input {
  flex: 1;
}
#menubar {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  margin-top: 1px;
}
#menubar .navbar {
  border-top: 1px;
  border-radius: 0px 0px 2px 2px;
  margin-bottom: 0px;
}
#menubar .navbar-toggle {
  float: left;
  padding-top: 7px;
  padding-bottom: 7px;
  border: none;
}
#menubar .navbar-collapse {
  clear: left;
}
[dir="rtl"] #menubar .navbar-toggle {
  float: right;
}
[dir="rtl"] #menubar .navbar-collapse {
  clear: right;
}
[dir="rtl"] #menubar .navbar-nav {
  float: right;
}
[dir="rtl"] #menubar .nav {
  padding-right: 0px;
}
[dir="rtl"] #menubar .navbar-nav > li {
  float: right;
}
[dir="rtl"] #menubar .navbar-right {
  float: left !important;
}
[dir="rtl"] ul.dropdown-menu {
  text-align: right;
  left: auto;
}
[dir="rtl"] ul#new-menu.dropdown-menu {
  right: auto;
  left: 0;
}
.nav-wrapper {
  border-bottom: 1px solid #e7e7e7;
}
i.menu-icon {
  padding-top: 4px;
}
[dir="rtl"] i.menu-icon.pull-right {
  float: left !important;
  float: left;
}
ul#help_menu li a {
  overflow: hidden;
  padding-right: 2.2em;
}
ul#help_menu li a i {
  margin-right: -1.2em;
}
[dir="rtl"] ul#help_menu li a {
  padding-left: 2.2em;
}
[dir="rtl"] ul#help_menu li a i {
  margin-right: 0;
  margin-left: -1.2em;
}
[dir="rtl"] ul#help_menu li a i.pull-right {
  float: left !important;
  float: left;
}
.dropdown-submenu {
  position: relative;
}
.dropdown-submenu > .dropdown-menu {
  top: 0;
  left: 100%;
  margin-top: -6px;
  margin-left: -1px;
}
[dir="rtl"] .dropdown-submenu > .dropdown-menu {
  right: 100%;
  margin-right: -1px;
}
.dropdown-submenu:hover > .dropdown-menu {
  display: block;
}
.dropdown-submenu > a:after {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  display: block;
  content: "\f0da";
  float: right;
  color: #333333;
  margin-top: 2px;
  margin-right: -10px;
}
.dropdown-submenu > a:after.fa-pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.fa-pull-right {
  margin-left: .3em;
}
.dropdown-submenu > a:after.pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.pull-right {
  margin-left: .3em;
}
[dir="rtl"] .dropdown-submenu > a:after {
  float: left;
  content: "\f0d9";
  margin-right: 0;
  margin-left: -10px;
}
.dropdown-submenu:hover > a:after {
  color: #262626;
}
.dropdown-submenu.pull-left {
  float: none;
}
.dropdown-submenu.pull-left > .dropdown-menu {
  left: -100%;
  margin-left: 10px;
}
#notification_area {
  float: right !important;
  float: right;
  z-index: 10;
}
[dir="rtl"] #notification_area {
  float: left !important;
  float: left;
}
.indicator_area {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] .indicator_area {
  float: left !important;
  float: left;
}
#kernel_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  border-left: 1px solid;
}
#kernel_indicator .kernel_indicator_name {
  padding-left: 5px;
  padding-right: 5px;
}
[dir="rtl"] #kernel_indicator {
  float: left !important;
  float: left;
  border-left: 0;
  border-right: 1px solid;
}
#modal_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] #modal_indicator {
  float: left !important;
  float: left;
}
#readonly-indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  margin-top: 2px;
  margin-bottom: 0px;
  margin-left: 0px;
  margin-right: 0px;
  display: none;
}
.modal_indicator:before {
  width: 1.28571429em;
  text-align: center;
}
.edit_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f040";
}
.edit_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.edit_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: ' ';
}
.command_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f10c";
}
.kernel_idle_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f111";
}
.kernel_busy_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f1e2";
}
.kernel_dead_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f127";
}
.kernel_disconnected_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.pull-right {
  margin-left: .3em;
}
.notification_widget {
  color: #777;
  z-index: 10;
  background: rgba(240, 240, 240, 0.5);
  margin-right: 4px;
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget:focus,
.notification_widget.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.notification_widget:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active:hover,
.notification_widget.active:hover,
.open > .dropdown-toggle.notification_widget:hover,
.notification_widget:active:focus,
.notification_widget.active:focus,
.open > .dropdown-toggle.notification_widget:focus,
.notification_widget:active.focus,
.notification_widget.active.focus,
.open > .dropdown-toggle.notification_widget.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  background-image: none;
}
.notification_widget.disabled:hover,
.notification_widget[disabled]:hover,
fieldset[disabled] .notification_widget:hover,
.notification_widget.disabled:focus,
.notification_widget[disabled]:focus,
fieldset[disabled] .notification_widget:focus,
.notification_widget.disabled.focus,
.notification_widget[disabled].focus,
fieldset[disabled] .notification_widget.focus {
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget .badge {
  color: #fff;
  background-color: #333;
}
.notification_widget.warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning:focus,
.notification_widget.warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.notification_widget.warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active:hover,
.notification_widget.warning.active:hover,
.open > .dropdown-toggle.notification_widget.warning:hover,
.notification_widget.warning:active:focus,
.notification_widget.warning.active:focus,
.open > .dropdown-toggle.notification_widget.warning:focus,
.notification_widget.warning:active.focus,
.notification_widget.warning.active.focus,
.open > .dropdown-toggle.notification_widget.warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  background-image: none;
}
.notification_widget.warning.disabled:hover,
.notification_widget.warning[disabled]:hover,
fieldset[disabled] .notification_widget.warning:hover,
.notification_widget.warning.disabled:focus,
.notification_widget.warning[disabled]:focus,
fieldset[disabled] .notification_widget.warning:focus,
.notification_widget.warning.disabled.focus,
.notification_widget.warning[disabled].focus,
fieldset[disabled] .notification_widget.warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.notification_widget.success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success:focus,
.notification_widget.success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.notification_widget.success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active:hover,
.notification_widget.success.active:hover,
.open > .dropdown-toggle.notification_widget.success:hover,
.notification_widget.success:active:focus,
.notification_widget.success.active:focus,
.open > .dropdown-toggle.notification_widget.success:focus,
.notification_widget.success:active.focus,
.notification_widget.success.active.focus,
.open > .dropdown-toggle.notification_widget.success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  background-image: none;
}
.notification_widget.success.disabled:hover,
.notification_widget.success[disabled]:hover,
fieldset[disabled] .notification_widget.success:hover,
.notification_widget.success.disabled:focus,
.notification_widget.success[disabled]:focus,
fieldset[disabled] .notification_widget.success:focus,
.notification_widget.success.disabled.focus,
.notification_widget.success[disabled].focus,
fieldset[disabled] .notification_widget.success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.notification_widget.info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info:focus,
.notification_widget.info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.notification_widget.info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active:hover,
.notification_widget.info.active:hover,
.open > .dropdown-toggle.notification_widget.info:hover,
.notification_widget.info:active:focus,
.notification_widget.info.active:focus,
.open > .dropdown-toggle.notification_widget.info:focus,
.notification_widget.info:active.focus,
.notification_widget.info.active.focus,
.open > .dropdown-toggle.notification_widget.info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  background-image: none;
}
.notification_widget.info.disabled:hover,
.notification_widget.info[disabled]:hover,
fieldset[disabled] .notification_widget.info:hover,
.notification_widget.info.disabled:focus,
.notification_widget.info[disabled]:focus,
fieldset[disabled] .notification_widget.info:focus,
.notification_widget.info.disabled.focus,
.notification_widget.info[disabled].focus,
fieldset[disabled] .notification_widget.info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.notification_widget.danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger:focus,
.notification_widget.danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.notification_widget.danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active:hover,
.notification_widget.danger.active:hover,
.open > .dropdown-toggle.notification_widget.danger:hover,
.notification_widget.danger:active:focus,
.notification_widget.danger.active:focus,
.open > .dropdown-toggle.notification_widget.danger:focus,
.notification_widget.danger:active.focus,
.notification_widget.danger.active.focus,
.open > .dropdown-toggle.notification_widget.danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  background-image: none;
}
.notification_widget.danger.disabled:hover,
.notification_widget.danger[disabled]:hover,
fieldset[disabled] .notification_widget.danger:hover,
.notification_widget.danger.disabled:focus,
.notification_widget.danger[disabled]:focus,
fieldset[disabled] .notification_widget.danger:focus,
.notification_widget.danger.disabled.focus,
.notification_widget.danger[disabled].focus,
fieldset[disabled] .notification_widget.danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger .badge {
  color: #d9534f;
  background-color: #fff;
}
div#pager {
  background-color: #fff;
  font-size: 14px;
  line-height: 20px;
  overflow: hidden;
  display: none;
  position: fixed;
  bottom: 0px;
  width: 100%;
  max-height: 50%;
  padding-top: 8px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  /* Display over codemirror */
  z-index: 100;
  /* Hack which prevents jquery ui resizable from changing top. */
  top: auto !important;
}
div#pager pre {
  line-height: 1.21429em;
  color: #000;
  background-color: #f7f7f7;
  padding: 0.4em;
}
div#pager #pager-button-area {
  position: absolute;
  top: 8px;
  right: 20px;
}
div#pager #pager-contents {
  position: relative;
  overflow: auto;
  width: 100%;
  height: 100%;
}
div#pager #pager-contents #pager-container {
  position: relative;
  padding: 15px 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
div#pager .ui-resizable-handle {
  top: 0px;
  height: 8px;
  background: #f7f7f7;
  border-top: 1px solid #cfcfcf;
  border-bottom: 1px solid #cfcfcf;
  /* This injects handle bars (a short, wide = symbol) for 
        the resize handle. */
}
div#pager .ui-resizable-handle::after {
  content: '';
  top: 2px;
  left: 50%;
  height: 3px;
  width: 30px;
  margin-left: -15px;
  position: absolute;
  border-top: 1px solid #cfcfcf;
}
.quickhelp {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  line-height: 1.8em;
}
.shortcut_key {
  display: inline-block;
  width: 21ex;
  text-align: right;
  font-family: monospace;
}
.shortcut_descr {
  display: inline-block;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
span.save_widget {
  height: 30px;
  margin-top: 4px;
  display: flex;
  justify-content: flex-start;
  align-items: baseline;
  width: 50%;
  flex: 1;
}
span.save_widget span.filename {
  height: 100%;
  line-height: 1em;
  margin-left: 16px;
  border: none;
  font-size: 146.5%;
  text-overflow: ellipsis;
  overflow: hidden;
  white-space: nowrap;
  border-radius: 2px;
}
span.save_widget span.filename:hover {
  background-color: #e6e6e6;
}
[dir="rtl"] span.save_widget.pull-left {
  float: right !important;
  float: right;
}
[dir="rtl"] span.save_widget span.filename {
  margin-left: 0;
  margin-right: 16px;
}
span.checkpoint_status,
span.autosave_status {
  font-size: small;
  white-space: nowrap;
  padding: 0 5px;
}
@media (max-width: 767px) {
  span.save_widget {
    font-size: small;
    padding: 0 0 0 5px;
  }
  span.checkpoint_status,
  span.autosave_status {
    display: none;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  span.checkpoint_status {
    display: none;
  }
  span.autosave_status {
    font-size: x-small;
  }
}
.toolbar {
  padding: 0px;
  margin-left: -5px;
  margin-top: 2px;
  margin-bottom: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.toolbar select,
.toolbar label {
  width: auto;
  vertical-align: middle;
  margin-right: 2px;
  margin-bottom: 0px;
  display: inline;
  font-size: 92%;
  margin-left: 0.3em;
  margin-right: 0.3em;
  padding: 0px;
  padding-top: 3px;
}
.toolbar .btn {
  padding: 2px 8px;
}
.toolbar .btn-group {
  margin-top: 0px;
  margin-left: 5px;
}
.toolbar-btn-label {
  margin-left: 6px;
}
#maintoolbar {
  margin-bottom: -3px;
  margin-top: -8px;
  border: 0px;
  min-height: 27px;
  margin-left: 0px;
  padding-top: 11px;
  padding-bottom: 3px;
}
#maintoolbar .navbar-text {
  float: none;
  vertical-align: middle;
  text-align: right;
  margin-left: 5px;
  margin-right: 0px;
  margin-top: 0px;
}
.select-xs {
  height: 24px;
}
[dir="rtl"] .btn-group > .btn,
.btn-group-vertical > .btn {
  float: right;
}
.pulse,
.dropdown-menu > li > a.pulse,
li.pulse > a.dropdown-toggle,
li.pulse.open > a.dropdown-toggle {
  background-color: #F37626;
  color: white;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
/** WARNING IF YOU ARE EDITTING THIS FILE, if this is a .css file, It has a lot
 * of chance of beeing generated from the ../less/[samename].less file, you can
 * try to get back the less file by reverting somme commit in history
 **/
/*
 * We'll try to get something pretty, so we
 * have some strange css to have the scroll bar on
 * the left with fix button on the top right of the tooltip
 */
@-moz-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-webkit-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-moz-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
@-webkit-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
/*properties of tooltip after "expand"*/
.bigtooltip {
  overflow: auto;
  height: 200px;
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
}
/*properties of tooltip before "expand"*/
.smalltooltip {
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
  text-overflow: ellipsis;
  overflow: hidden;
  height: 80px;
}
.tooltipbuttons {
  position: absolute;
  padding-right: 15px;
  top: 0px;
  right: 0px;
}
.tooltiptext {
  /*avoid the button to overlap on some docstring*/
  padding-right: 30px;
}
.ipython_tooltip {
  max-width: 700px;
  /*fade-in animation when inserted*/
  -webkit-animation: fadeOut 400ms;
  -moz-animation: fadeOut 400ms;
  animation: fadeOut 400ms;
  -webkit-animation: fadeIn 400ms;
  -moz-animation: fadeIn 400ms;
  animation: fadeIn 400ms;
  vertical-align: middle;
  background-color: #f7f7f7;
  overflow: visible;
  border: #ababab 1px solid;
  outline: none;
  padding: 3px;
  margin: 0px;
  padding-left: 7px;
  font-family: monospace;
  min-height: 50px;
  -moz-box-shadow: 0px 6px 10px -1px #adadad;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  border-radius: 2px;
  position: absolute;
  z-index: 1000;
}
.ipython_tooltip a {
  float: right;
}
.ipython_tooltip .tooltiptext pre {
  border: 0;
  border-radius: 0;
  font-size: 100%;
  background-color: #f7f7f7;
}
.pretooltiparrow {
  left: 0px;
  margin: 0px;
  top: -16px;
  width: 40px;
  height: 16px;
  overflow: hidden;
  position: absolute;
}
.pretooltiparrow:before {
  background-color: #f7f7f7;
  border: 1px #ababab solid;
  z-index: 11;
  content: "";
  position: absolute;
  left: 15px;
  top: 10px;
  width: 25px;
  height: 25px;
  -webkit-transform: rotate(45deg);
  -moz-transform: rotate(45deg);
  -ms-transform: rotate(45deg);
  -o-transform: rotate(45deg);
}
ul.typeahead-list i {
  margin-left: -10px;
  width: 18px;
}
[dir="rtl"] ul.typeahead-list i {
  margin-left: 0;
  margin-right: -10px;
}
ul.typeahead-list {
  max-height: 80vh;
  overflow: auto;
}
ul.typeahead-list > li > a {
  /** Firefox bug **/
  /* see https://github.com/jupyter/notebook/issues/559 */
  white-space: normal;
}
ul.typeahead-list  > li > a.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .typeahead-list {
  text-align: right;
}
.cmd-palette .modal-body {
  padding: 7px;
}
.cmd-palette form {
  background: white;
}
.cmd-palette input {
  outline: none;
}
.no-shortcut {
  min-width: 20px;
  color: transparent;
}
[dir="rtl"] .no-shortcut.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .command-shortcut.pull-right {
  float: left !important;
  float: left;
}
.command-shortcut:before {
  content: "(command mode)";
  padding-right: 3px;
  color: #777777;
}
.edit-shortcut:before {
  content: "(edit)";
  padding-right: 3px;
  color: #777777;
}
[dir="rtl"] .edit-shortcut.pull-right {
  float: left !important;
  float: left;
}
#find-and-replace #replace-preview .match,
#find-and-replace #replace-preview .insert {
  background-color: #BBDEFB;
  border-color: #90CAF9;
  border-style: solid;
  border-width: 1px;
  border-radius: 0px;
}
[dir="ltr"] #find-and-replace .input-group-btn + .form-control {
  border-left: none;
}
[dir="rtl"] #find-and-replace .input-group-btn + .form-control {
  border-right: none;
}
#find-and-replace #replace-preview .replace .match {
  background-color: #FFCDD2;
  border-color: #EF9A9A;
  border-radius: 0px;
}
#find-and-replace #replace-preview .replace .insert {
  background-color: #C8E6C9;
  border-color: #A5D6A7;
  border-radius: 0px;
}
#find-and-replace #replace-preview {
  max-height: 60vh;
  overflow: auto;
}
#find-and-replace #replace-preview pre {
  padding: 5px 10px;
}
.terminal-app {
  background: #EEE;
}
.terminal-app #header {
  background: #fff;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.terminal-app .terminal {
  width: 100%;
  float: left;
  font-family: monospace;
  color: white;
  background: black;
  padding: 0.4em;
  border-radius: 2px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
}
.terminal-app .terminal,
.terminal-app .terminal dummy-screen {
  line-height: 1em;
  font-size: 14px;
}
.terminal-app .terminal .xterm-rows {
  padding: 10px;
}
.terminal-app .terminal-cursor {
  color: black;
  background: white;
}
.terminal-app #terminado-container {
  margin-top: 20px;
}
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<style type="text/css">
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.highlight  { background: #f8f8f8; }
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.highlight .o { color: #666666 } /* Operator */
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.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 */
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.highlight .na { color: #7D9029 } /* Name.Attribute */
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.highlight .nc { color: #0000FF; font-weight: bold } /* Name.Class */
.highlight .no { color: #880000 } /* Name.Constant */
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.highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */
.highlight .nv { color: #19177C } /* Name.Variable */
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.highlight .sr { color: #BB6688 } /* Literal.String.Regex */
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.highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */
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.highlight .vi { color: #19177C } /* Name.Variable.Instance */
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.highlight .il { color: #666666 } /* Literal.Number.Integer.Long */
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<style type="text/css">
/* Overrides of notebook CSS for static HTML export */
body {
  overflow: visible;
  padding: 8px;
}

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

<!-- Custom stylesheet, it must be in the same directory as the html file -->
<link rel="stylesheet" href="custom.css">

<!-- Loading mathjax macro -->
<!-- Load mathjax -->
    <script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/latest.js?config=TeX-AMS_HTML"></script>
    <!-- MathJax configuration -->
    <script type="text/x-mathjax-config">
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            processEscapes: true,
            processEnvironments: true
        },
        // Center justify equations in code and markdown cells. Elsewhere
        // we use CSS to left justify single line equations in code cells.
        displayAlign: 'center',
        "HTML-CSS": {
            styles: {'.MathJax_Display': {"margin": 0}},
            linebreaks: { automatic: true }
        }
    });
    </script>
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<h1 id="Convolutional-Neural-Networks">Convolutional Neural Networks<a class="anchor-link" href="#Convolutional-Neural-Networks">&#182;</a></h1><h2 id="Project:-Write-an-Algorithm-for-Landmark-Classification">Project: Write an Algorithm for Landmark Classification<a class="anchor-link" href="#Project:-Write-an-Algorithm-for-Landmark-Classification">&#182;</a></h2><h3 id="Transfer-learning">Transfer learning<a class="anchor-link" href="#Transfer-learning">&#182;</a></h3><p>In the previous notebook we have trained our own CNN and we got a certain performance. Let's see how hard it is to match that performance with transfer learning.</p>
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<h2 id="-Step-0:-Setting-up"><img alt="&gt;" src="static_images/icons/noun-advance-2109145.png" style="width:50px" /> Step 0: Setting up<a class="anchor-link" href="#-Step-0:-Setting-up">&#182;</a></h2><p>The following cells make sure that your environment is setup correctly and check that your GPU is available and ready to go. You have to execute them every time you restart your notebook.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Install requirements</span>
<span class="o">!</span>pip install -r requirements.txt <span class="p">|</span> grep -v <span class="s2">&quot;already satisfied&quot;</span>
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<pre>Defaulting to user installation because normal site-packages is not writeable
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">src.helpers</span> <span class="kn">import</span> <span class="n">setup_env</span>

<span class="c1"># If running locally, this will download dataset (make sure you have at </span>
<span class="c1"># least 2 Gb of space on your hard drive)</span>
<span class="n">setup_env</span><span class="p">()</span>
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<pre>GPU available
Dataset already downloaded. If you need to re-download, please delete the directory /data/DLND/C2/landmark_images
Reusing cached mean and std
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<h2 id="-Step-1:-Create-transfer-learning-architecture"><img alt="&gt;" src="static_images/icons/noun-advance-2109145.png" style="width:50px" /> Step 1: Create transfer learning architecture<a class="anchor-link" href="#-Step-1:-Create-transfer-learning-architecture">&#182;</a></h2><p>Open the file <code>src/transfer.py</code> and complete the <code>get_model_transfer_learning</code> function. When you are done, execute this test:</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="o">!</span>pytest -vv src/transfer.py
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<pre><span class="ansi-bold">============================= test session starts ==============================</span>
platform linux -- Python 3.7.6, pytest-7.1.1, pluggy-1.2.0 -- /opt/conda/bin/python3.7
cachedir: .pytest_cache
rootdir: /workspace/home
collected 1 item                                                               <span class="ansi-bold">

src/transfer.py::test_get_model_transfer_learning </span><span class="ansi-green-intense-fg ansi-bold">PASSED</span><span class="ansi-green-fg">                 [100%]</span>

<span class="ansi-green-fg">============================== </span><span class="ansi-green-intense-fg ansi-bold">1 passed</span><span class="ansi-green-fg"> in 10.28s</span><span class="ansi-green-fg"> ==============================</span>
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<h2 id="-Step-2:-Train,-validation-and-test"><img alt="&gt;" src="static_images/icons/noun-advance-2109145.png" style="width:50px" /> Step 2: Train, validation and test<a class="anchor-link" href="#-Step-2:-Train,-validation-and-test">&#182;</a></h2><p>Let's train our transfer learning model! Let's start defining the hyperparameters:</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">batch_size</span> <span class="o">=</span> <span class="mi">64</span>  <span class="c1"># size of the minibatch for stochastic gradient descent (or Adam)</span>
<span class="n">valid_size</span> <span class="o">=</span> <span class="mf">0.2</span>  <span class="c1"># fraction of the training data to reserve for validation</span>
<span class="n">num_epochs</span> <span class="o">=</span> <span class="mi">15</span>  <span class="c1"># number of epochs for training</span>
<span class="n">num_classes</span> <span class="o">=</span> <span class="mi">50</span>  <span class="c1"># number of classes. Do not change this</span>
<span class="n">learning_rate</span> <span class="o">=</span> <span class="mf">0.001</span>  <span class="c1"># Learning rate for SGD (or Adam)</span>
<span class="n">opt</span> <span class="o">=</span> <span class="s1">&#39;adam&#39;</span>      <span class="c1"># optimizer. &#39;sgd&#39; or &#39;adam&#39;</span>
<span class="n">weight_decay</span> <span class="o">=</span> <span class="mf">0.0</span> <span class="c1"># regularization. Increase this to combat overfitting</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">src.data</span> <span class="kn">import</span> <span class="n">get_data_loaders</span>
<span class="kn">from</span> <span class="nn">src.optimization</span> <span class="kn">import</span> <span class="n">get_optimizer</span><span class="p">,</span> <span class="n">get_loss</span>
<span class="kn">from</span> <span class="nn">src.train</span> <span class="kn">import</span> <span class="n">optimize</span>
<span class="kn">from</span> <span class="nn">src.transfer</span> <span class="kn">import</span> <span class="n">get_model_transfer_learning</span>

<span class="c1"># Get a model using get_model_transfer_learning. Use one of the names reported here:</span>
<span class="c1"># https://pytorch.org/vision/0.10/models.html</span>
<span class="c1"># For example, if you want to load ResNet 18, use &quot;resnet18&quot;</span>
<span class="c1"># NOTE: use the hyperparameters defined in the previous cell, do NOT copy/paste the values</span>
<span class="c1"># YOUR CODE HERE</span>
<span class="n">model_transfer</span> <span class="o">=</span> <span class="n">get_model_transfer_learning</span><span class="p">(</span><span class="n">model_name</span><span class="o">=</span><span class="s2">&quot;resnet18&quot;</span><span class="p">,</span> <span class="n">n_classes</span><span class="o">=</span><span class="n">num_classes</span> <span class="p">)</span>

<span class="c1"># train the model</span>
<span class="n">data_loaders</span> <span class="o">=</span> <span class="n">get_data_loaders</span><span class="p">(</span><span class="n">batch_size</span><span class="o">=</span><span class="n">batch_size</span><span class="p">)</span> 
<span class="n">optimizer</span> <span class="o">=</span> <span class="n">get_optimizer</span><span class="p">(</span>
    <span class="n">model_transfer</span><span class="p">,</span>
    <span class="n">learning_rate</span><span class="o">=</span><span class="n">learning_rate</span><span class="p">,</span>
    <span class="n">optimizer</span><span class="o">=</span><span class="n">opt</span><span class="p">,</span>
    <span class="n">weight_decay</span><span class="o">=</span><span class="n">weight_decay</span><span class="p">,</span>
<span class="p">)</span>
<span class="n">loss</span> <span class="o">=</span> <span class="n">get_loss</span><span class="p">()</span>

<span class="n">optimize</span><span class="p">(</span>
    <span class="n">data_loaders</span><span class="p">,</span>
    <span class="n">model_transfer</span><span class="p">,</span>
    <span class="n">optimizer</span><span class="p">,</span>
    <span class="n">loss</span><span class="p">,</span>
    <span class="n">n_epochs</span><span class="o">=</span><span class="n">num_epochs</span><span class="p">,</span>
    <span class="n">save_path</span><span class="o">=</span><span class="s2">&quot;checkpoints/model_transfer.pt&quot;</span><span class="p">,</span>
    <span class="n">interactive_tracking</span><span class="o">=</span><span class="kc">True</span>
<span class="p">)</span>
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<p><img src="static_images/icons/noun-question-mark-869751.png" alt="?" style="width:25px"/> <strong>Question:</strong> Outline the steps you took to get to your final CNN architecture and your reasoning at each step.  Describe why you think the architecture is suitable for the current problem.</p>

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<p><img src="static_images/icons/noun-answer-3361020.png" alt=">" style="width:25px"/>  <strong>Answer:</strong></p>
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<li>ResNet's deep architecture with residual connections, its proven performance on image classification tasks, and the availability of pretrained models make it an excellent choice for landmark classification tasks. ResNet18 has been used in this particular task.  </li>
<li>By using a pretrained ResNet model, we can leverage the learned features from a large, diverse dataset like ImageNet, which helps in better generalizing and distinguishing between the 50 different landmarks, even with a limited amount of task-specific training data.      </li>
<li>When classifying images into 50 notable landmarks, the network needs to distinguish between a wide variety of architectural styles, natural formations, and other unique landmark features. ResNet's ability to learn deep and detailed feature representations makes it highly effective for this task.</li>
<li><em>Why is it preferred over other models?</em>  VGGNet, DenseNet etc are also available, but these models have higher computational cost in terms of memory and CPU usage; and suffer from vanishing gradient problem. ResNet mitigates the vanishing gradient problem by introducing skip connections; is readily available pre-trained, on large datasets of natural images; and has a good balance between depth, parameter efficiency and cost.</li>
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<p>Now play with the hyperparameters and see which performance you can get on the validation set. You should get at least 60% for a passing grade, but a good model choice and a good training strategy could get you up to 80% or so. Let's see how close you can get!</p>

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<h2 id="-Step-3:-Test-the-Model"><img alt="&gt;" src="static_images/icons/noun-advance-2109145.png" style="width:50px" /> Step 3: Test the Model<a class="anchor-link" href="#-Step-3:-Test-the-Model">&#182;</a></h2><p>Try out your model on the test dataset of landmark images. Use the code cell below to calculate and print the test loss and accuracy.  Ensure that your test accuracy is greater than 60% and matches more or less what you got on the validation set (otherwise you're overfitting!)</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">torch</span>
<span class="kn">from</span> <span class="nn">src.train</span> <span class="kn">import</span> <span class="n">one_epoch_test</span>
<span class="kn">from</span> <span class="nn">src.transfer</span> <span class="kn">import</span> <span class="n">get_model_transfer_learning</span>

<span class="n">model_transfer</span> <span class="o">=</span> <span class="n">get_model_transfer_learning</span><span class="p">(</span><span class="s2">&quot;resnet18&quot;</span><span class="p">,</span> <span class="n">n_classes</span><span class="o">=</span><span class="n">num_classes</span><span class="p">)</span>
<span class="c1"># Load saved weights</span>
<span class="n">model_transfer</span><span class="o">.</span><span class="n">load_state_dict</span><span class="p">(</span><span class="n">torch</span><span class="o">.</span><span class="n">load</span><span class="p">(</span><span class="s1">&#39;checkpoints/model_transfer.pt&#39;</span><span class="p">))</span>

<span class="n">one_epoch_test</span><span class="p">(</span><span class="n">data_loaders</span><span class="p">[</span><span class="s1">&#39;test&#39;</span><span class="p">],</span> <span class="n">model_transfer</span><span class="p">,</span> <span class="n">loss</span><span class="p">)</span>
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<pre>Testing: 100%|██████████████████████████████████| 20/20 [00:17&lt;00:00,  1.13it/s]</pre>
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<pre>Test Loss: 0.996631


Test Accuracy: 73% (917/1250)
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<pre>0.9966309964656829</pre>
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<h2 id="-Step-4:-Export-using-torchscript"><img alt="&gt;" src="static_images/icons/noun-advance-2109145.png" style="width:50px" /> Step 4: Export using torchscript<a class="anchor-link" href="#-Step-4:-Export-using-torchscript">&#182;</a></h2><p>Now, just like we did with our original model, we export the best fit model using torchscript so that it can be used in our application:</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">src.predictor</span> <span class="kn">import</span> <span class="n">Predictor</span>
<span class="kn">from</span> <span class="nn">src.helpers</span> <span class="kn">import</span> <span class="n">compute_mean_and_std</span>

<span class="c1"># First let&#39;s get the class names from our data loaders</span>
<span class="n">class_names</span> <span class="o">=</span> <span class="n">data_loaders</span><span class="p">[</span><span class="s2">&quot;train&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">dataset</span><span class="o">.</span><span class="n">classes</span>

<span class="c1"># Then let&#39;s move the model_transfer to the CPU</span>
<span class="c1"># (we don&#39;t need GPU for inference)</span>
<span class="n">model_transfer</span> <span class="o">=</span> <span class="n">model_transfer</span><span class="o">.</span><span class="n">cpu</span><span class="p">()</span>
<span class="c1"># Let&#39;s make sure we use the right weights by loading the</span>
<span class="c1"># best weights we have found during training</span>
<span class="c1"># NOTE: remember to use map_location=&#39;cpu&#39; so the weights</span>
<span class="c1"># are loaded on the CPU (and not the GPU)</span>
<span class="n">model_transfer</span><span class="o">.</span><span class="n">load_state_dict</span><span class="p">(</span>
    <span class="n">torch</span><span class="o">.</span><span class="n">load</span><span class="p">(</span><span class="s2">&quot;checkpoints/model_transfer.pt&quot;</span><span class="p">,</span> <span class="n">map_location</span><span class="o">=</span><span class="s2">&quot;cpu&quot;</span><span class="p">)</span>
<span class="p">)</span>

<span class="c1"># Let&#39;s wrap our model using the predictor class</span>
<span class="n">mean</span><span class="p">,</span> <span class="n">std</span> <span class="o">=</span> <span class="n">compute_mean_and_std</span><span class="p">()</span>
<span class="n">predictor</span> <span class="o">=</span> <span class="n">Predictor</span><span class="p">(</span><span class="n">model_transfer</span><span class="p">,</span> <span class="n">class_names</span><span class="p">,</span> <span class="n">mean</span><span class="p">,</span> <span class="n">std</span><span class="p">)</span><span class="o">.</span><span class="n">cpu</span><span class="p">()</span>

<span class="c1"># Export using torch.jit.script</span>
<span class="n">scripted_predictor</span> <span class="o">=</span> <span class="n">torch</span><span class="o">.</span><span class="n">jit</span><span class="o">.</span><span class="n">script</span><span class="p">(</span><span class="n">predictor</span><span class="p">)</span>
<span class="n">scripted_predictor</span><span class="o">.</span><span class="n">save</span><span class="p">(</span><span class="s2">&quot;checkpoints/transfer_exported.pt&quot;</span><span class="p">)</span>
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<pre>Reusing cached mean and std
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">torch</span>
<span class="kn">from</span> <span class="nn">src.predictor</span> <span class="kn">import</span> <span class="n">predictor_test</span>
<span class="kn">from</span> <span class="nn">src.helpers</span> <span class="kn">import</span> <span class="n">plot_confusion_matrix</span>

<span class="n">model_reloaded</span> <span class="o">=</span> <span class="n">torch</span><span class="o">.</span><span class="n">jit</span><span class="o">.</span><span class="n">load</span><span class="p">(</span><span class="s2">&quot;checkpoints/transfer_exported.pt&quot;</span><span class="p">)</span>

<span class="n">pred</span><span class="p">,</span> <span class="n">truth</span> <span class="o">=</span> <span class="n">predictor_test</span><span class="p">(</span><span class="n">data_loaders</span><span class="p">[</span><span class="s1">&#39;test&#39;</span><span class="p">],</span> <span class="n">model_reloaded</span><span class="p">)</span>

<span class="n">plot_confusion_matrix</span><span class="p">(</span><span class="n">pred</span><span class="p">,</span> <span class="n">truth</span><span class="p">)</span>
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<pre>100%|███████████████████████████████████████| 1250/1250 [31:28&lt;00:00,  1.51s/it]
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<pre>Accuracy: 0.7352
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