02_predict_with_pretrained_model.html

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<title>02_predict_with_pretrained_model</title>

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

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

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

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

*/
.highlight-base {
  color: #000;
}
.highlight-variable {
  color: #000;
}
.highlight-variable-2 {
  color: #1a1a1a;
}
.highlight-variable-3 {
  color: #333333;
}
.highlight-string {
  color: #BA2121;
}
.highlight-comment {
  color: #408080;
  font-style: italic;
}
.highlight-number {
  color: #080;
}
.highlight-atom {
  color: #88F;
}
.highlight-keyword {
  color: #008000;
  font-weight: bold;
}
.highlight-builtin {
  color: #008000;
}
.highlight-error {
  color: #f00;
}
.highlight-operator {
  color: #AA22FF;
  font-weight: bold;
}
.highlight-meta {
  color: #AA22FF;
}
/* previously not defined, copying from default codemirror */
.highlight-def {
  color: #00f;
}
.highlight-string-2 {
  color: #f50;
}
.highlight-qualifier {
  color: #555;
}
.highlight-bracket {
  color: #997;
}
.highlight-tag {
  color: #170;
}
.highlight-attribute {
  color: #00c;
}
.highlight-header {
  color: blue;
}
.highlight-quote {
  color: #090;
}
.highlight-link {
  color: #00c;
}
/* apply the same style to codemirror */
.cm-s-ipython span.cm-keyword {
  color: #008000;
  font-weight: bold;
}
.cm-s-ipython span.cm-atom {
  color: #88F;
}
.cm-s-ipython span.cm-number {
  color: #080;
}
.cm-s-ipython span.cm-def {
  color: #00f;
}
.cm-s-ipython span.cm-variable {
  color: #000;
}
.cm-s-ipython span.cm-operator {
  color: #AA22FF;
  font-weight: bold;
}
.cm-s-ipython span.cm-variable-2 {
  color: #1a1a1a;
}
.cm-s-ipython span.cm-variable-3 {
  color: #333333;
}
.cm-s-ipython span.cm-comment {
  color: #408080;
  font-style: italic;
}
.cm-s-ipython span.cm-string {
  color: #BA2121;
}
.cm-s-ipython span.cm-string-2 {
  color: #f50;
}
.cm-s-ipython span.cm-meta {
  color: #AA22FF;
}
.cm-s-ipython span.cm-qualifier {
  color: #555;
}
.cm-s-ipython span.cm-builtin {
  color: #008000;
}
.cm-s-ipython span.cm-bracket {
  color: #997;
}
.cm-s-ipython span.cm-tag {
  color: #170;
}
.cm-s-ipython span.cm-attribute {
  color: #00c;
}
.cm-s-ipython span.cm-header {
  color: blue;
}
.cm-s-ipython span.cm-quote {
  color: #090;
}
.cm-s-ipython span.cm-link {
  color: #00c;
}
.cm-s-ipython span.cm-error {
  color: #f00;
}
.cm-s-ipython span.cm-tab {
  background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
  background-position: right;
  background-repeat: no-repeat;
}
div.output_wrapper {
  /* this position must be relative to enable descendents to be absolute within it */
  position: relative;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  z-index: 1;
}
/* class for the output area when it should be height-limited */
div.output_scroll {
  /* ideally, this would be max-height, but FF barfs all over that */
  height: 24em;
  /* FF needs this *and the wrapper* to specify full width, or it will shrinkwrap */
  width: 100%;
  overflow: auto;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  display: block;
}
/* output div while it is collapsed */
div.output_collapsed {
  margin: 0px;
  padding: 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
div.out_prompt_overlay {
  height: 100%;
  padding: 0px 0.4em;
  position: absolute;
  border-radius: 2px;
}
div.out_prompt_overlay:hover {
  /* use inner shadow to get border that is computed the same on WebKit/FF */
  -webkit-box-shadow: inset 0 0 1px #000;
  box-shadow: inset 0 0 1px #000;
  background: rgba(240, 240, 240, 0.5);
}
div.output_prompt {
  color: #D84315;
}
/* This class is the outer container of all output sections. */
div.output_area {
  padding: 0px;
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.output_area .MathJax_Display {
  text-align: left !important;
}
div.output_area .rendered_html table {
  margin-left: 0;
  margin-right: 0;
}
div.output_area .rendered_html img {
  margin-left: 0;
  margin-right: 0;
}
div.output_area img,
div.output_area svg {
  max-width: 100%;
  height: auto;
}
div.output_area img.unconfined,
div.output_area svg.unconfined {
  max-width: none;
}
div.output_area .mglyph > img {
  max-width: none;
}
/* This is needed to protect the pre formating from global settings such
   as that of bootstrap */
.output {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.output_area {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
div.output_area pre {
  margin: 0;
  padding: 1px 0 1px 0;
  border: 0;
  vertical-align: baseline;
  color: black;
  background-color: transparent;
  border-radius: 0;
}
/* This class is for the output subarea inside the output_area and after
   the prompt div. */
div.output_subarea {
  overflow-x: auto;
  padding: 0.4em;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
  max-width: calc(100% - 14ex);
}
div.output_scroll div.output_subarea {
  overflow-x: visible;
}
/* The rest of the output_* classes are for special styling of the different
   output types */
/* all text output has this class: */
div.output_text {
  text-align: left;
  color: #000;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
}
/* stdout/stderr are 'text' as well as 'stream', but execute_result/error are *not* streams */
div.output_stderr {
  background: #fdd;
  /* very light red background for stderr */
}
div.output_latex {
  text-align: left;
}
/* Empty output_javascript divs should have no height */
div.output_javascript:empty {
  padding: 0;
}
.js-error {
  color: darkred;
}
/* raw_input styles */
div.raw_input_container {
  line-height: 1.21429em;
  padding-top: 5px;
}
pre.raw_input_prompt {
  /* nothing needed here. */
}
input.raw_input {
  font-family: monospace;
  font-size: inherit;
  color: inherit;
  width: auto;
  /* make sure input baseline aligns with prompt */
  vertical-align: baseline;
  /* padding + margin = 0.5em between prompt and cursor */
  padding: 0em 0.25em;
  margin: 0em 0.25em;
}
input.raw_input:focus {
  box-shadow: none;
}
p.p-space {
  margin-bottom: 10px;
}
div.output_unrecognized {
  padding: 5px;
  font-weight: bold;
  color: red;
}
div.output_unrecognized a {
  color: inherit;
  text-decoration: none;
}
div.output_unrecognized a:hover {
  color: inherit;
  text-decoration: none;
}
.rendered_html {
  color: #000;
  /* any extras will just be numbers: */
}
.rendered_html em {
  font-style: italic;
}
.rendered_html strong {
  font-weight: bold;
}
.rendered_html u {
  text-decoration: underline;
}
.rendered_html :link {
  text-decoration: underline;
}
.rendered_html :visited {
  text-decoration: underline;
}
.rendered_html h1 {
  font-size: 185.7%;
  margin: 1.08em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h2 {
  font-size: 157.1%;
  margin: 1.27em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h3 {
  font-size: 128.6%;
  margin: 1.55em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h4 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h5 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h6 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h1:first-child {
  margin-top: 0.538em;
}
.rendered_html h2:first-child {
  margin-top: 0.636em;
}
.rendered_html h3:first-child {
  margin-top: 0.777em;
}
.rendered_html h4:first-child {
  margin-top: 1em;
}
.rendered_html h5:first-child {
  margin-top: 1em;
}
.rendered_html h6:first-child {
  margin-top: 1em;
}
.rendered_html ul:not(.list-inline),
.rendered_html ol:not(.list-inline) {
  padding-left: 2em;
}
.rendered_html ul {
  list-style: disc;
}
.rendered_html ul ul {
  list-style: square;
  margin-top: 0;
}
.rendered_html ul ul ul {
  list-style: circle;
}
.rendered_html ol {
  list-style: decimal;
}
.rendered_html ol ol {
  list-style: upper-alpha;
  margin-top: 0;
}
.rendered_html ol ol ol {
  list-style: lower-alpha;
}
.rendered_html ol ol ol ol {
  list-style: lower-roman;
}
.rendered_html ol ol ol ol ol {
  list-style: decimal;
}
.rendered_html * + ul {
  margin-top: 1em;
}
.rendered_html * + ol {
  margin-top: 1em;
}
.rendered_html hr {
  color: black;
  background-color: black;
}
.rendered_html pre {
  margin: 1em 2em;
  padding: 0px;
  background-color: #fff;
}
.rendered_html code {
  background-color: #eff0f1;
}
.rendered_html p code {
  padding: 1px 5px;
}
.rendered_html pre code {
  background-color: #fff;
}
.rendered_html pre,
.rendered_html code {
  border: 0;
  color: #000;
  font-size: 100%;
}
.rendered_html blockquote {
  margin: 1em 2em;
}
.rendered_html table {
  margin-left: auto;
  margin-right: auto;
  border: none;
  border-collapse: collapse;
  border-spacing: 0;
  color: black;
  font-size: 12px;
  table-layout: fixed;
}
.rendered_html thead {
  border-bottom: 1px solid black;
  vertical-align: bottom;
}
.rendered_html tr,
.rendered_html th,
.rendered_html td {
  text-align: right;
  vertical-align: middle;
  padding: 0.5em 0.5em;
  line-height: normal;
  white-space: normal;
  max-width: none;
  border: none;
}
.rendered_html th {
  font-weight: bold;
}
.rendered_html tbody tr:nth-child(odd) {
  background: #f5f5f5;
}
.rendered_html tbody tr:hover {
  background: rgba(66, 165, 245, 0.2);
}
.rendered_html * + table {
  margin-top: 1em;
}
.rendered_html p {
  text-align: left;
}
.rendered_html * + p {
  margin-top: 1em;
}
.rendered_html img {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.rendered_html * + img {
  margin-top: 1em;
}
.rendered_html img,
.rendered_html svg {
  max-width: 100%;
  height: auto;
}
.rendered_html img.unconfined,
.rendered_html svg.unconfined {
  max-width: none;
}
.rendered_html .alert {
  margin-bottom: initial;
}
.rendered_html * + .alert {
  margin-top: 1em;
}
[dir="rtl"] .rendered_html p {
  text-align: right;
}
div.text_cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.text_cell > div.prompt {
    display: none;
  }
}
div.text_cell_render {
  /*font-family: "Helvetica Neue", Arial, Helvetica, Geneva, sans-serif;*/
  outline: none;
  resize: none;
  width: inherit;
  border-style: none;
  padding: 0.5em 0.5em 0.5em 0.4em;
  color: #000;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
a.anchor-link:link {
  text-decoration: none;
  padding: 0px 20px;
  visibility: hidden;
}
h1:hover .anchor-link,
h2:hover .anchor-link,
h3:hover .anchor-link,
h4:hover .anchor-link,
h5:hover .anchor-link,
h6:hover .anchor-link {
  visibility: visible;
}
.text_cell.rendered .input_area {
  display: none;
}
.text_cell.rendered .rendered_html {
  overflow-x: auto;
  overflow-y: hidden;
}
.text_cell.rendered .rendered_html tr,
.text_cell.rendered .rendered_html th,
.text_cell.rendered .rendered_html td {
  max-width: none;
}
.text_cell.unrendered .text_cell_render {
  display: none;
}
.text_cell .dropzone .input_area {
  border: 2px dashed #bababa;
  margin: -1px;
}
.cm-header-1,
.cm-header-2,
.cm-header-3,
.cm-header-4,
.cm-header-5,
.cm-header-6 {
  font-weight: bold;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
}
.cm-header-1 {
  font-size: 185.7%;
}
.cm-header-2 {
  font-size: 157.1%;
}
.cm-header-3 {
  font-size: 128.6%;
}
.cm-header-4 {
  font-size: 110%;
}
.cm-header-5 {
  font-size: 100%;
  font-style: italic;
}
.cm-header-6 {
  font-size: 100%;
  font-style: italic;
}
/*!
*
* IPython notebook webapp
*
*/
@media (max-width: 767px) {
  .notebook_app {
    padding-left: 0px;
    padding-right: 0px;
  }
}
#ipython-main-app {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook_panel {
  margin: 0px;
  padding: 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook {
  font-size: 14px;
  line-height: 20px;
  overflow-y: hidden;
  overflow-x: auto;
  width: 100%;
  /* This spaces the page away from the edge of the notebook area */
  padding-top: 20px;
  margin: 0px;
  outline: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  min-height: 100%;
}
@media not print {
  #notebook-container {
    padding: 15px;
    background-color: #fff;
    min-height: 0;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
@media print {
  #notebook-container {
    width: 100%;
  }
}
div.ui-widget-content {
  border: 1px solid #ababab;
  outline: none;
}
pre.dialog {
  background-color: #f7f7f7;
  border: 1px solid #ddd;
  border-radius: 2px;
  padding: 0.4em;
  padding-left: 2em;
}
p.dialog {
  padding: 0.2em;
}
/* Word-wrap output correctly.  This is the CSS3 spelling, though Firefox seems
   to not honor it correctly.  Webkit browsers (Chrome, rekonq, Safari) do.
 */
pre,
code,
kbd,
samp {
  white-space: pre-wrap;
}
#fonttest {
  font-family: monospace;
}
p {
  margin-bottom: 0;
}
.end_space {
  min-height: 100px;
  transition: height .2s ease;
}
.notebook_app > #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
@media not print {
  .notebook_app {
    background-color: #EEE;
  }
}
kbd {
  border-style: solid;
  border-width: 1px;
  box-shadow: none;
  margin: 2px;
  padding-left: 2px;
  padding-right: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
.jupyter-keybindings {
  padding: 1px;
  line-height: 24px;
  border-bottom: 1px solid gray;
}
.jupyter-keybindings input {
  margin: 0;
  padding: 0;
  border: none;
}
.jupyter-keybindings i {
  padding: 6px;
}
.well code {
  background-color: #ffffff;
  border-color: #ababab;
  border-width: 1px;
  border-style: solid;
  padding: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
/* CSS for the cell toolbar */
.celltoolbar {
  border: thin solid #CFCFCF;
  border-bottom: none;
  background: #EEE;
  border-radius: 2px 2px 0px 0px;
  width: 100%;
  height: 29px;
  padding-right: 4px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
  display: -webkit-flex;
}
@media print {
  .celltoolbar {
    display: none;
  }
}
.ctb_hideshow {
  display: none;
  vertical-align: bottom;
}
/* ctb_show is added to the ctb_hideshow div to show the cell toolbar.
   Cell toolbars are only shown when the ctb_global_show class is also set.
*/
.ctb_global_show .ctb_show.ctb_hideshow {
  display: block;
}
.ctb_global_show .ctb_show + .input_area,
.ctb_global_show .ctb_show + div.text_cell_input,
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border-top-right-radius: 0px;
  border-top-left-radius: 0px;
}
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border: 1px solid #cfcfcf;
}
.celltoolbar {
  font-size: 87%;
  padding-top: 3px;
}
.celltoolbar select {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  width: inherit;
  font-size: inherit;
  height: 22px;
  padding: 0px;
  display: inline-block;
}
.celltoolbar select:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.celltoolbar select::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.celltoolbar select:-ms-input-placeholder {
  color: #999;
}
.celltoolbar select::-webkit-input-placeholder {
  color: #999;
}
.celltoolbar select::-ms-expand {
  border: 0;
  background-color: transparent;
}
.celltoolbar select[disabled],
.celltoolbar select[readonly],
fieldset[disabled] .celltoolbar select {
  background-color: #eeeeee;
  opacity: 1;
}
.celltoolbar select[disabled],
fieldset[disabled] .celltoolbar select {
  cursor: not-allowed;
}
textarea.celltoolbar select {
  height: auto;
}
select.celltoolbar select {
  height: 30px;
  line-height: 30px;
}
textarea.celltoolbar select,
select[multiple].celltoolbar select {
  height: auto;
}
.celltoolbar label {
  margin-left: 5px;
  margin-right: 5px;
}
.tags_button_container {
  width: 100%;
  display: flex;
}
.tag-container {
  display: flex;
  flex-direction: row;
  flex-grow: 1;
  overflow: hidden;
  position: relative;
}
.tag-container > * {
  margin: 0 4px;
}
.remove-tag-btn {
  margin-left: 4px;
}
.tags-input {
  display: flex;
}
.cell-tag:last-child:after {
  content: "";
  position: absolute;
  right: 0;
  width: 40px;
  height: 100%;
  /* Fade to background color of cell toolbar */
  background: linear-gradient(to right, rgba(0, 0, 0, 0), #EEE);
}
.tags-input > * {
  margin-left: 4px;
}
.cell-tag,
.tags-input input,
.tags-input button {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  box-shadow: none;
  width: inherit;
  font-size: inherit;
  height: 22px;
  line-height: 22px;
  padding: 0px 4px;
  display: inline-block;
}
.cell-tag:focus,
.tags-input input:focus,
.tags-input button:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.cell-tag::-moz-placeholder,
.tags-input input::-moz-placeholder,
.tags-input button::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.cell-tag:-ms-input-placeholder,
.tags-input input:-ms-input-placeholder,
.tags-input button:-ms-input-placeholder {
  color: #999;
}
.cell-tag::-webkit-input-placeholder,
.tags-input input::-webkit-input-placeholder,
.tags-input button::-webkit-input-placeholder {
  color: #999;
}
.cell-tag::-ms-expand,
.tags-input input::-ms-expand,
.tags-input button::-ms-expand {
  border: 0;
  background-color: transparent;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
.cell-tag[readonly],
.tags-input input[readonly],
.tags-input button[readonly],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  background-color: #eeeeee;
  opacity: 1;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  cursor: not-allowed;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button {
  height: auto;
}
select.cell-tag,
select.tags-input input,
select.tags-input button {
  height: 30px;
  line-height: 30px;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button,
select[multiple].cell-tag,
select[multiple].tags-input input,
select[multiple].tags-input button {
  height: auto;
}
.cell-tag,
.tags-input button {
  padding: 0px 4px;
}
.cell-tag {
  background-color: #fff;
  white-space: nowrap;
}
.tags-input input[type=text]:focus {
  outline: none;
  box-shadow: none;
  border-color: #ccc;
}
.completions {
  position: absolute;
  z-index: 110;
  overflow: hidden;
  border: 1px solid #ababab;
  border-radius: 2px;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  line-height: 1;
}
.completions select {
  background: white;
  outline: none;
  border: none;
  padding: 0px;
  margin: 0px;
  overflow: auto;
  font-family: monospace;
  font-size: 110%;
  color: #000;
  width: auto;
}
.completions select option.context {
  color: #286090;
}
#kernel_logo_widget .current_kernel_logo {
  display: none;
  margin-top: -1px;
  margin-bottom: -1px;
  width: 32px;
  height: 32px;
}
[dir="rtl"] #kernel_logo_widget {
  float: left !important;
  float: left;
}
.modal .modal-body .move-path {
  display: flex;
  flex-direction: row;
  justify-content: space;
  align-items: center;
}
.modal .modal-body .move-path .server-root {
  padding-right: 20px;
}
.modal .modal-body .move-path .path-input {
  flex: 1;
}
#menubar {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  margin-top: 1px;
}
#menubar .navbar {
  border-top: 1px;
  border-radius: 0px 0px 2px 2px;
  margin-bottom: 0px;
}
#menubar .navbar-toggle {
  float: left;
  padding-top: 7px;
  padding-bottom: 7px;
  border: none;
}
#menubar .navbar-collapse {
  clear: left;
}
[dir="rtl"] #menubar .navbar-toggle {
  float: right;
}
[dir="rtl"] #menubar .navbar-collapse {
  clear: right;
}
[dir="rtl"] #menubar .navbar-nav {
  float: right;
}
[dir="rtl"] #menubar .nav {
  padding-right: 0px;
}
[dir="rtl"] #menubar .navbar-nav > li {
  float: right;
}
[dir="rtl"] #menubar .navbar-right {
  float: left !important;
}
[dir="rtl"] ul.dropdown-menu {
  text-align: right;
  left: auto;
}
[dir="rtl"] ul#new-menu.dropdown-menu {
  right: auto;
  left: 0;
}
.nav-wrapper {
  border-bottom: 1px solid #e7e7e7;
}
i.menu-icon {
  padding-top: 4px;
}
[dir="rtl"] i.menu-icon.pull-right {
  float: left !important;
  float: left;
}
ul#help_menu li a {
  overflow: hidden;
  padding-right: 2.2em;
}
ul#help_menu li a i {
  margin-right: -1.2em;
}
[dir="rtl"] ul#help_menu li a {
  padding-left: 2.2em;
}
[dir="rtl"] ul#help_menu li a i {
  margin-right: 0;
  margin-left: -1.2em;
}
[dir="rtl"] ul#help_menu li a i.pull-right {
  float: left !important;
  float: left;
}
.dropdown-submenu {
  position: relative;
}
.dropdown-submenu > .dropdown-menu {
  top: 0;
  left: 100%;
  margin-top: -6px;
  margin-left: -1px;
}
[dir="rtl"] .dropdown-submenu > .dropdown-menu {
  right: 100%;
  margin-right: -1px;
}
.dropdown-submenu:hover > .dropdown-menu {
  display: block;
}
.dropdown-submenu > a:after {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  display: block;
  content: "\f0da";
  float: right;
  color: #333333;
  margin-top: 2px;
  margin-right: -10px;
}
.dropdown-submenu > a:after.fa-pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.fa-pull-right {
  margin-left: .3em;
}
.dropdown-submenu > a:after.pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.pull-right {
  margin-left: .3em;
}
[dir="rtl"] .dropdown-submenu > a:after {
  float: left;
  content: "\f0d9";
  margin-right: 0;
  margin-left: -10px;
}
.dropdown-submenu:hover > a:after {
  color: #262626;
}
.dropdown-submenu.pull-left {
  float: none;
}
.dropdown-submenu.pull-left > .dropdown-menu {
  left: -100%;
  margin-left: 10px;
}
#notification_area {
  float: right !important;
  float: right;
  z-index: 10;
}
[dir="rtl"] #notification_area {
  float: left !important;
  float: left;
}
.indicator_area {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] .indicator_area {
  float: left !important;
  float: left;
}
#kernel_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  border-left: 1px solid;
}
#kernel_indicator .kernel_indicator_name {
  padding-left: 5px;
  padding-right: 5px;
}
[dir="rtl"] #kernel_indicator {
  float: left !important;
  float: left;
  border-left: 0;
  border-right: 1px solid;
}
#modal_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] #modal_indicator {
  float: left !important;
  float: left;
}
#readonly-indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  margin-top: 2px;
  margin-bottom: 0px;
  margin-left: 0px;
  margin-right: 0px;
  display: none;
}
.modal_indicator:before {
  width: 1.28571429em;
  text-align: center;
}
.edit_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f040";
}
.edit_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.edit_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: ' ';
}
.command_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f10c";
}
.kernel_idle_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f111";
}
.kernel_busy_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f1e2";
}
.kernel_dead_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f127";
}
.kernel_disconnected_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.pull-right {
  margin-left: .3em;
}
.notification_widget {
  color: #777;
  z-index: 10;
  background: rgba(240, 240, 240, 0.5);
  margin-right: 4px;
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget:focus,
.notification_widget.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.notification_widget:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active:hover,
.notification_widget.active:hover,
.open > .dropdown-toggle.notification_widget:hover,
.notification_widget:active:focus,
.notification_widget.active:focus,
.open > .dropdown-toggle.notification_widget:focus,
.notification_widget:active.focus,
.notification_widget.active.focus,
.open > .dropdown-toggle.notification_widget.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  background-image: none;
}
.notification_widget.disabled:hover,
.notification_widget[disabled]:hover,
fieldset[disabled] .notification_widget:hover,
.notification_widget.disabled:focus,
.notification_widget[disabled]:focus,
fieldset[disabled] .notification_widget:focus,
.notification_widget.disabled.focus,
.notification_widget[disabled].focus,
fieldset[disabled] .notification_widget.focus {
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget .badge {
  color: #fff;
  background-color: #333;
}
.notification_widget.warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning:focus,
.notification_widget.warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.notification_widget.warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active:hover,
.notification_widget.warning.active:hover,
.open > .dropdown-toggle.notification_widget.warning:hover,
.notification_widget.warning:active:focus,
.notification_widget.warning.active:focus,
.open > .dropdown-toggle.notification_widget.warning:focus,
.notification_widget.warning:active.focus,
.notification_widget.warning.active.focus,
.open > .dropdown-toggle.notification_widget.warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  background-image: none;
}
.notification_widget.warning.disabled:hover,
.notification_widget.warning[disabled]:hover,
fieldset[disabled] .notification_widget.warning:hover,
.notification_widget.warning.disabled:focus,
.notification_widget.warning[disabled]:focus,
fieldset[disabled] .notification_widget.warning:focus,
.notification_widget.warning.disabled.focus,
.notification_widget.warning[disabled].focus,
fieldset[disabled] .notification_widget.warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.notification_widget.success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success:focus,
.notification_widget.success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.notification_widget.success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active:hover,
.notification_widget.success.active:hover,
.open > .dropdown-toggle.notification_widget.success:hover,
.notification_widget.success:active:focus,
.notification_widget.success.active:focus,
.open > .dropdown-toggle.notification_widget.success:focus,
.notification_widget.success:active.focus,
.notification_widget.success.active.focus,
.open > .dropdown-toggle.notification_widget.success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  background-image: none;
}
.notification_widget.success.disabled:hover,
.notification_widget.success[disabled]:hover,
fieldset[disabled] .notification_widget.success:hover,
.notification_widget.success.disabled:focus,
.notification_widget.success[disabled]:focus,
fieldset[disabled] .notification_widget.success:focus,
.notification_widget.success.disabled.focus,
.notification_widget.success[disabled].focus,
fieldset[disabled] .notification_widget.success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.notification_widget.info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info:focus,
.notification_widget.info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.notification_widget.info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active:hover,
.notification_widget.info.active:hover,
.open > .dropdown-toggle.notification_widget.info:hover,
.notification_widget.info:active:focus,
.notification_widget.info.active:focus,
.open > .dropdown-toggle.notification_widget.info:focus,
.notification_widget.info:active.focus,
.notification_widget.info.active.focus,
.open > .dropdown-toggle.notification_widget.info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  background-image: none;
}
.notification_widget.info.disabled:hover,
.notification_widget.info[disabled]:hover,
fieldset[disabled] .notification_widget.info:hover,
.notification_widget.info.disabled:focus,
.notification_widget.info[disabled]:focus,
fieldset[disabled] .notification_widget.info:focus,
.notification_widget.info.disabled.focus,
.notification_widget.info[disabled].focus,
fieldset[disabled] .notification_widget.info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.notification_widget.danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger:focus,
.notification_widget.danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.notification_widget.danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active:hover,
.notification_widget.danger.active:hover,
.open > .dropdown-toggle.notification_widget.danger:hover,
.notification_widget.danger:active:focus,
.notification_widget.danger.active:focus,
.open > .dropdown-toggle.notification_widget.danger:focus,
.notification_widget.danger:active.focus,
.notification_widget.danger.active.focus,
.open > .dropdown-toggle.notification_widget.danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  background-image: none;
}
.notification_widget.danger.disabled:hover,
.notification_widget.danger[disabled]:hover,
fieldset[disabled] .notification_widget.danger:hover,
.notification_widget.danger.disabled:focus,
.notification_widget.danger[disabled]:focus,
fieldset[disabled] .notification_widget.danger:focus,
.notification_widget.danger.disabled.focus,
.notification_widget.danger[disabled].focus,
fieldset[disabled] .notification_widget.danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger .badge {
  color: #d9534f;
  background-color: #fff;
}
div#pager {
  background-color: #fff;
  font-size: 14px;
  line-height: 20px;
  overflow: hidden;
  display: none;
  position: fixed;
  bottom: 0px;
  width: 100%;
  max-height: 50%;
  padding-top: 8px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  /* Display over codemirror */
  z-index: 100;
  /* Hack which prevents jquery ui resizable from changing top. */
  top: auto !important;
}
div#pager pre {
  line-height: 1.21429em;
  color: #000;
  background-color: #f7f7f7;
  padding: 0.4em;
}
div#pager #pager-button-area {
  position: absolute;
  top: 8px;
  right: 20px;
}
div#pager #pager-contents {
  position: relative;
  overflow: auto;
  width: 100%;
  height: 100%;
}
div#pager #pager-contents #pager-container {
  position: relative;
  padding: 15px 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
div#pager .ui-resizable-handle {
  top: 0px;
  height: 8px;
  background: #f7f7f7;
  border-top: 1px solid #cfcfcf;
  border-bottom: 1px solid #cfcfcf;
  /* This injects handle bars (a short, wide = symbol) for 
        the resize handle. */
}
div#pager .ui-resizable-handle::after {
  content: '';
  top: 2px;
  left: 50%;
  height: 3px;
  width: 30px;
  margin-left: -15px;
  position: absolute;
  border-top: 1px solid #cfcfcf;
}
.quickhelp {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  line-height: 1.8em;
}
.shortcut_key {
  display: inline-block;
  width: 21ex;
  text-align: right;
  font-family: monospace;
}
.shortcut_descr {
  display: inline-block;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
span.save_widget {
  height: 30px;
  margin-top: 4px;
  display: flex;
  justify-content: flex-start;
  align-items: baseline;
  width: 50%;
  flex: 1;
}
span.save_widget span.filename {
  height: 100%;
  line-height: 1em;
  margin-left: 16px;
  border: none;
  font-size: 146.5%;
  text-overflow: ellipsis;
  overflow: hidden;
  white-space: nowrap;
  border-radius: 2px;
}
span.save_widget span.filename:hover {
  background-color: #e6e6e6;
}
[dir="rtl"] span.save_widget.pull-left {
  float: right !important;
  float: right;
}
[dir="rtl"] span.save_widget span.filename {
  margin-left: 0;
  margin-right: 16px;
}
span.checkpoint_status,
span.autosave_status {
  font-size: small;
  white-space: nowrap;
  padding: 0 5px;
}
@media (max-width: 767px) {
  span.save_widget {
    font-size: small;
    padding: 0 0 0 5px;
  }
  span.checkpoint_status,
  span.autosave_status {
    display: none;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  span.checkpoint_status {
    display: none;
  }
  span.autosave_status {
    font-size: x-small;
  }
}
.toolbar {
  padding: 0px;
  margin-left: -5px;
  margin-top: 2px;
  margin-bottom: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.toolbar select,
.toolbar label {
  width: auto;
  vertical-align: middle;
  margin-right: 2px;
  margin-bottom: 0px;
  display: inline;
  font-size: 92%;
  margin-left: 0.3em;
  margin-right: 0.3em;
  padding: 0px;
  padding-top: 3px;
}
.toolbar .btn {
  padding: 2px 8px;
}
.toolbar .btn-group {
  margin-top: 0px;
  margin-left: 5px;
}
.toolbar-btn-label {
  margin-left: 6px;
}
#maintoolbar {
  margin-bottom: -3px;
  margin-top: -8px;
  border: 0px;
  min-height: 27px;
  margin-left: 0px;
  padding-top: 11px;
  padding-bottom: 3px;
}
#maintoolbar .navbar-text {
  float: none;
  vertical-align: middle;
  text-align: right;
  margin-left: 5px;
  margin-right: 0px;
  margin-top: 0px;
}
.select-xs {
  height: 24px;
}
[dir="rtl"] .btn-group > .btn,
.btn-group-vertical > .btn {
  float: right;
}
.pulse,
.dropdown-menu > li > a.pulse,
li.pulse > a.dropdown-toggle,
li.pulse.open > a.dropdown-toggle {
  background-color: #F37626;
  color: white;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
/** WARNING IF YOU ARE EDITTING THIS FILE, if this is a .css file, It has a lot
 * of chance of beeing generated from the ../less/[samename].less file, you can
 * try to get back the less file by reverting somme commit in history
 **/
/*
 * We'll try to get something pretty, so we
 * have some strange css to have the scroll bar on
 * the left with fix button on the top right of the tooltip
 */
@-moz-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-webkit-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-moz-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
@-webkit-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
/*properties of tooltip after "expand"*/
.bigtooltip {
  overflow: auto;
  height: 200px;
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
}
/*properties of tooltip before "expand"*/
.smalltooltip {
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
  text-overflow: ellipsis;
  overflow: hidden;
  height: 80px;
}
.tooltipbuttons {
  position: absolute;
  padding-right: 15px;
  top: 0px;
  right: 0px;
}
.tooltiptext {
  /*avoid the button to overlap on some docstring*/
  padding-right: 30px;
}
.ipython_tooltip {
  max-width: 700px;
  /*fade-in animation when inserted*/
  -webkit-animation: fadeOut 400ms;
  -moz-animation: fadeOut 400ms;
  animation: fadeOut 400ms;
  -webkit-animation: fadeIn 400ms;
  -moz-animation: fadeIn 400ms;
  animation: fadeIn 400ms;
  vertical-align: middle;
  background-color: #f7f7f7;
  overflow: visible;
  border: #ababab 1px solid;
  outline: none;
  padding: 3px;
  margin: 0px;
  padding-left: 7px;
  font-family: monospace;
  min-height: 50px;
  -moz-box-shadow: 0px 6px 10px -1px #adadad;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  border-radius: 2px;
  position: absolute;
  z-index: 1000;
}
.ipython_tooltip a {
  float: right;
}
.ipython_tooltip .tooltiptext pre {
  border: 0;
  border-radius: 0;
  font-size: 100%;
  background-color: #f7f7f7;
}
.pretooltiparrow {
  left: 0px;
  margin: 0px;
  top: -16px;
  width: 40px;
  height: 16px;
  overflow: hidden;
  position: absolute;
}
.pretooltiparrow:before {
  background-color: #f7f7f7;
  border: 1px #ababab solid;
  z-index: 11;
  content: "";
  position: absolute;
  left: 15px;
  top: 10px;
  width: 25px;
  height: 25px;
  -webkit-transform: rotate(45deg);
  -moz-transform: rotate(45deg);
  -ms-transform: rotate(45deg);
  -o-transform: rotate(45deg);
}
ul.typeahead-list i {
  margin-left: -10px;
  width: 18px;
}
[dir="rtl"] ul.typeahead-list i {
  margin-left: 0;
  margin-right: -10px;
}
ul.typeahead-list {
  max-height: 80vh;
  overflow: auto;
}
ul.typeahead-list > li > a {
  /** Firefox bug **/
  /* see https://github.com/jupyter/notebook/issues/559 */
  white-space: normal;
}
ul.typeahead-list  > li > a.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .typeahead-list {
  text-align: right;
}
.cmd-palette .modal-body {
  padding: 7px;
}
.cmd-palette form {
  background: white;
}
.cmd-palette input {
  outline: none;
}
.no-shortcut {
  min-width: 20px;
  color: transparent;
}
[dir="rtl"] .no-shortcut.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .command-shortcut.pull-right {
  float: left !important;
  float: left;
}
.command-shortcut:before {
  content: "(command mode)";
  padding-right: 3px;
  color: #777777;
}
.edit-shortcut:before {
  content: "(edit)";
  padding-right: 3px;
  color: #777777;
}
[dir="rtl"] .edit-shortcut.pull-right {
  float: left !important;
  float: left;
}
#find-and-replace #replace-preview .match,
#find-and-replace #replace-preview .insert {
  background-color: #BBDEFB;
  border-color: #90CAF9;
  border-style: solid;
  border-width: 1px;
  border-radius: 0px;
}
[dir="ltr"] #find-and-replace .input-group-btn + .form-control {
  border-left: none;
}
[dir="rtl"] #find-and-replace .input-group-btn + .form-control {
  border-right: none;
}
#find-and-replace #replace-preview .replace .match {
  background-color: #FFCDD2;
  border-color: #EF9A9A;
  border-radius: 0px;
}
#find-and-replace #replace-preview .replace .insert {
  background-color: #C8E6C9;
  border-color: #A5D6A7;
  border-radius: 0px;
}
#find-and-replace #replace-preview {
  max-height: 60vh;
  overflow: auto;
}
#find-and-replace #replace-preview pre {
  padding: 5px 10px;
}
.terminal-app {
  background: #EEE;
}
.terminal-app #header {
  background: #fff;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.terminal-app .terminal {
  width: 100%;
  float: left;
  font-family: monospace;
  color: white;
  background: black;
  padding: 0.4em;
  border-radius: 2px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
}
.terminal-app .terminal,
.terminal-app .terminal dummy-screen {
  line-height: 1em;
  font-size: 14px;
}
.terminal-app .terminal .xterm-rows {
  padding: 10px;
}
.terminal-app .terminal-cursor {
  color: black;
  background: white;
}
.terminal-app #terminado-container {
  margin-top: 20px;
}
/*# sourceMappingURL=style.min.css.map */
    </style>
<style type="text/css">
    pre { line-height: 125%; }
td.linenos pre { color: #000000; background-color: #f0f0f0; padding-left: 5px; padding-right: 5px; }
span.linenos { color: #000000; background-color: #f0f0f0; padding-left: 5px; padding-right: 5px; }
td.linenos pre.special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
span.linenos.special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
.highlight .hll { background-color: #ffffcc }
.highlight { background: #f8f8f8; }
.highlight .c { color: #408080; font-style: italic } /* Comment */
.highlight .err { border: 1px solid #FF0000 } /* Error */
.highlight .k { color: #008000; font-weight: bold } /* Keyword */
.highlight .o { color: #666666 } /* Operator */
.highlight .ch { color: #408080; font-style: italic } /* Comment.Hashbang */
.highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */
.highlight .cp { color: #BC7A00 } /* Comment.Preproc */
.highlight .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */
.highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */
.highlight .cs { color: #408080; font-style: italic } /* Comment.Special */
.highlight .gd { color: #A00000 } /* Generic.Deleted */
.highlight .ge { font-style: italic } /* Generic.Emph */
.highlight .gr { color: #FF0000 } /* Generic.Error */
.highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
.highlight .gi { color: #00A000 } /* Generic.Inserted */
.highlight .go { color: #888888 } /* Generic.Output */
.highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
.highlight .gs { font-weight: bold } /* Generic.Strong */
.highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
.highlight .gt { color: #0044DD } /* Generic.Traceback */
.highlight .kc { color: #008000; font-weight: bold } /* Keyword.Constant */
.highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */
.highlight .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */
.highlight .kp { color: #008000 } /* Keyword.Pseudo */
.highlight .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */
.highlight .kt { color: #B00040 } /* Keyword.Type */
.highlight .m { color: #666666 } /* Literal.Number */
.highlight .s { color: #BA2121 } /* Literal.String */
.highlight .na { color: #7D9029 } /* Name.Attribute */
.highlight .nb { color: #008000 } /* Name.Builtin */
.highlight .nc { color: #0000FF; font-weight: bold } /* Name.Class */
.highlight .no { color: #880000 } /* Name.Constant */
.highlight .nd { color: #AA22FF } /* Name.Decorator */
.highlight .ni { color: #999999; font-weight: bold } /* Name.Entity */
.highlight .ne { color: #D2413A; font-weight: bold } /* Name.Exception */
.highlight .nf { color: #0000FF } /* Name.Function */
.highlight .nl { color: #A0A000 } /* Name.Label */
.highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */
.highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */
.highlight .nv { color: #19177C } /* Name.Variable */
.highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */
.highlight .w { color: #bbbbbb } /* Text.Whitespace */
.highlight .mb { color: #666666 } /* Literal.Number.Bin */
.highlight .mf { color: #666666 } /* Literal.Number.Float */
.highlight .mh { color: #666666 } /* Literal.Number.Hex */
.highlight .mi { color: #666666 } /* Literal.Number.Integer */
.highlight .mo { color: #666666 } /* Literal.Number.Oct */
.highlight .sa { color: #BA2121 } /* Literal.String.Affix */
.highlight .sb { color: #BA2121 } /* Literal.String.Backtick */
.highlight .sc { color: #BA2121 } /* Literal.String.Char */
.highlight .dl { color: #BA2121 } /* Literal.String.Delimiter */
.highlight .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */
.highlight .s2 { color: #BA2121 } /* Literal.String.Double */
.highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */
.highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */
.highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */
.highlight .sx { color: #008000 } /* Literal.String.Other */
.highlight .sr { color: #BB6688 } /* Literal.String.Regex */
.highlight .s1 { color: #BA2121 } /* Literal.String.Single */
.highlight .ss { color: #19177C } /* Literal.String.Symbol */
.highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */
.highlight .fm { color: #0000FF } /* Name.Function.Magic */
.highlight .vc { color: #19177C } /* Name.Variable.Class */
.highlight .vg { color: #19177C } /* Name.Variable.Global */
.highlight .vi { color: #19177C } /* Name.Variable.Instance */
.highlight .vm { color: #19177C } /* Name.Variable.Magic */
.highlight .il { color: #666666 } /* Literal.Number.Integer.Long */
    </style>


<style type="text/css">
/* 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">
    MathJax.Hub.Config({
        tex2jax: {
            inlineMath: [ ['$','$'], ["\\(","\\)"] ],
            displayMath: [ ['$$','$$'], ["\\[","\\]"] ],
            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>
    <!-- End of mathjax configuration --></head>
<body>
  <div tabindex="-1" id="notebook" class="border-box-sizing">
    <div class="container" id="notebook-container">

<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
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<h2 id="Predict-with-Pre-trained-Model">Predict with Pre-trained Model<a class="anchor-link" href="#Predict-with-Pre-trained-Model">&#182;</a></h2><p>This notebook shows how to load a pre-trained model and to use this for predicting multi-pitch estimates of an unknown audio file.</p>
<p>&copy; Christof Weiss and Geoffroy Peeters, Télécom Paris 2021</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">os</span>
<span class="kn">import</span> <span class="nn">sys</span>
<span class="n">basepath</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">abspath</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">dirname</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">dirname</span><span class="p">(</span><span class="s1">&#39;.&#39;</span><span class="p">)))</span>
<span class="n">sys</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">basepath</span><span class="p">)</span>
<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span><span class="o">,</span> <span class="nn">os</span><span class="o">,</span> <span class="nn">scipy</span><span class="o">,</span> <span class="nn">scipy.spatial</span><span class="o">,</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span><span class="o">,</span> <span class="nn">IPython.display</span> <span class="k">as</span> <span class="nn">ipd</span>
<span class="kn">from</span> <span class="nn">numba</span> <span class="kn">import</span> <span class="n">jit</span>
<span class="kn">import</span> <span class="nn">librosa</span>
<span class="kn">import</span> <span class="nn">libfmp.b</span><span class="o">,</span> <span class="nn">libfmp.c3</span><span class="o">,</span> <span class="nn">libfmp.c5</span>
<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span><span class="o">,</span> <span class="nn">pickle</span><span class="o">,</span> <span class="nn">re</span>
<span class="kn">from</span> <span class="nn">numba</span> <span class="kn">import</span> <span class="n">jit</span>
<span class="kn">import</span> <span class="nn">torch.utils.data</span>
<span class="kn">import</span> <span class="nn">torch.nn</span> <span class="k">as</span> <span class="nn">nn</span>
<span class="kn">import</span> <span class="nn">libdl.data_preprocessing</span>
<span class="kn">from</span> <span class="nn">libdl.data_loaders</span> <span class="kn">import</span> <span class="n">dataset_context</span><span class="p">,</span> <span class="n">dataset_context_segm</span>
<span class="kn">from</span> <span class="nn">libdl.nn_models</span> <span class="kn">import</span> <span class="n">basic_cnn_segm_sigmoid</span><span class="p">,</span> <span class="n">basic_cnn_segm_logsoftmax</span><span class="p">,</span> <span class="n">basic_cnn_segm_blank_logsoftmax</span>
<span class="kn">from</span> <span class="nn">libdl.data_preprocessing</span> <span class="kn">import</span> <span class="n">compute_hopsize_cqt</span><span class="p">,</span> <span class="n">compute_hcqt</span><span class="p">,</span> <span class="n">compute_efficient_hcqt</span><span class="p">,</span> <span class="n">compute_annotation_array_nooverlap</span>
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<h3 id="1.-Specify-and-load-model">1. Specify and load model<a class="anchor-link" href="#1.-Specify-and-load-model">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">dir_models</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">basepath</span><span class="p">,</span> <span class="s1">&#39;models_pretrained&#39;</span><span class="p">)</span>

<span class="c1"># Set model parameters</span>
<span class="n">num_octaves_inp</span> <span class="o">=</span> <span class="mi">6</span>
<span class="n">num_output_bins</span><span class="p">,</span> <span class="n">min_pitch</span> <span class="o">=</span> <span class="mi">72</span><span class="p">,</span> <span class="mi">24</span>
<span class="n">model_params</span> <span class="o">=</span> <span class="p">{</span><span class="s1">&#39;n_chan_input&#39;</span><span class="p">:</span> <span class="mi">6</span><span class="p">,</span>
                <span class="s1">&#39;n_chan_layers&#39;</span><span class="p">:</span> <span class="p">[</span><span class="mi">20</span><span class="p">,</span><span class="mi">20</span><span class="p">,</span><span class="mi">10</span><span class="p">,</span><span class="mi">1</span><span class="p">],</span>
                <span class="s1">&#39;n_ch_out&#39;</span><span class="p">:</span> <span class="mi">2</span><span class="p">,</span>
                <span class="s1">&#39;n_bins_in&#39;</span><span class="p">:</span> <span class="n">num_octaves_inp</span><span class="o">*</span><span class="mi">12</span><span class="o">*</span><span class="mi">3</span><span class="p">,</span>
                <span class="s1">&#39;n_bins_out&#39;</span><span class="p">:</span> <span class="n">num_output_bins</span><span class="p">,</span>
                <span class="s1">&#39;a_lrelu&#39;</span><span class="p">:</span> <span class="mf">0.3</span><span class="p">,</span>
                <span class="s1">&#39;p_dropout&#39;</span><span class="p">:</span> <span class="mf">0.2</span>
                <span class="p">}</span>
<span class="n">mp</span> <span class="o">=</span> <span class="n">model_params</span>


<span class="c1">### Select model according to paper&#39;s experiments (uncomment as desired) ##############################</span>


<span class="c1"># Experiment 1 (Table 2) - Loss and Model variants ####################################################</span>

<span class="c1"># Strongly-aligned training (BCE loss):</span>
<span class="c1"># fn_model, model = &#39;exp112aS_traintest_schubert_aligned_pitch_nooverlap_segmmodel.pt&#39;, basic_cnn_segm_sigmoid(n_chan_input=mp[&#39;n_chan_input&#39;], n_chan_layers=mp[&#39;n_chan_layers&#39;], n_bins_in=mp[&#39;n_bins_in&#39;], n_bins_out=mp[&#39;n_bins_out&#39;], a_lrelu=mp[&#39;a_lrelu&#39;], p_dropout=mp[&#39;p_dropout&#39;])</span>

<span class="c1"># Separable CTC (SCTC) loss:</span>
<span class="c1"># fn_model, model = &#39;exp118b_traintest_schubert_sctcthreecomp_pitch.pt&#39;, basic_cnn_segm_logsoftmax(n_chan_input=mp[&#39;n_chan_input&#39;], n_chan_layers=mp[&#39;n_chan_layers&#39;], n_ch_out=3, n_bins_in=mp[&#39;n_bins_in&#39;], n_bins_out=mp[&#39;n_bins_out&#39;], a_lrelu=mp[&#39;a_lrelu&#39;], p_dropout=mp[&#39;p_dropout&#39;])</span>

<span class="c1"># Non-Epsilon MCTC (MCTC:NE) loss:</span>
<span class="c1"># fn_model, model = &#39;exp118d_traintest_schubert_mctcnethreecomp_pitch.pt&#39;, basic_cnn_segm_logsoftmax(n_chan_input=mp[&#39;n_chan_input&#39;], n_chan_layers=mp[&#39;n_chan_layers&#39;], n_ch_out=3, n_bins_in=mp[&#39;n_bins_in&#39;], n_bins_out=mp[&#39;n_bins_out&#39;], a_lrelu=mp[&#39;a_lrelu&#39;], p_dropout=mp[&#39;p_dropout&#39;])</span>

<span class="c1"># MCTC with epsilon (MCTC:WE) loss:</span>
<span class="c1"># fn_model, model = &#39;exp118e_traintest_schubert_mctcwe_pitch.pt&#39;, basic_cnn_segm_blank_logsoftmax(n_chan_input=mp[&#39;n_chan_input&#39;], n_chan_layers=mp[&#39;n_chan_layers&#39;], n_ch_out=mp[&#39;n_ch_out&#39;], n_bins_in=mp[&#39;n_bins_in&#39;], n_bins_out=mp[&#39;n_bins_out&#39;], a_lrelu=mp[&#39;a_lrelu&#39;], p_dropout=mp[&#39;p_dropout&#39;])</span>


<span class="c1"># Experiment 2 (Section 3.2) - Train/test on common datasets ##########################################</span>

<span class="c1"># Train/test MusicNet with strongly-aligned training:</span>
<span class="c1"># fn_model, model = &#39;exp121a_traintest_musicnet_mctcwe_pitch_basiccnn.pt&#39;, basic_cnn_segm_blank_logsoftmax(n_chan_input=mp[&#39;n_chan_input&#39;], n_chan_layers=mp[&#39;n_chan_layers&#39;], n_ch_out=mp[&#39;n_ch_out&#39;], n_bins_in=mp[&#39;n_bins_in&#39;], n_bins_out=mp[&#39;n_bins_out&#39;], a_lrelu=mp[&#39;a_lrelu&#39;], p_dropout=mp[&#39;p_dropout&#39;])</span>

<span class="c1"># Train/test MusicNet with MCTC loss:</span>
<span class="c1"># fn_model, model = &#39;exp121cS_traintest_musicnet_aligned_pitch_basiccnn_segmmodel.pt&#39;, basic_cnn_segm_sigmoid(n_chan_input=mp[&#39;n_chan_input&#39;], n_chan_layers=mp[&#39;n_chan_layers&#39;],     n_bins_in=mp[&#39;n_bins_in&#39;], n_bins_out=mp[&#39;n_bins_out&#39;], a_lrelu=mp[&#39;a_lrelu&#39;], p_dropout=mp[&#39;p_dropout&#39;])</span>

<span class="c1"># Train/test MAESTRO with strongly-aligned training:</span>
<span class="c1"># fn_model, model = &#39;exp122a_traintest_maestro_mctcwe_pitch_basiccnn.pt&#39;, basic_cnn_segm_blank_logsoftmax(n_chan_input=mp[&#39;n_chan_input&#39;], n_chan_layers=mp[&#39;n_chan_layers&#39;], n_ch_out=mp[&#39;n_ch_out&#39;], n_bins_in=mp[&#39;n_bins_in&#39;], n_bins_out=mp[&#39;n_bins_out&#39;], a_lrelu=mp[&#39;a_lrelu&#39;], p_dropout=mp[&#39;p_dropout&#39;])</span>

<span class="c1"># Train/test MAESTRO with MCTC loss:</span>
<span class="c1"># fn_model, model = &#39;exp122cS_traintest_maestro_aligned_pitch_basiccnn_segmmodel.pt&#39;, basic_cnn_segm_sigmoid(n_chan_input=mp[&#39;n_chan_input&#39;], n_chan_layers=mp[&#39;n_chan_layers&#39;],     n_bins_in=mp[&#39;n_bins_in&#39;], n_bins_out=mp[&#39;n_bins_out&#39;], a_lrelu=mp[&#39;a_lrelu&#39;], p_dropout=mp[&#39;p_dropout&#39;])</span>


<span class="c1"># Experiment 3 (Figure 2) - Cross-dataset experiment ###################################################</span>

<span class="c1"># Train MusicNet &amp; MAESTRO, test others (aligned / MCTC):</span>
<span class="n">fn_model</span><span class="p">,</span> <span class="n">model</span> <span class="o">=</span> <span class="s1">&#39;exp123a_trainmaestromunet_testmix_mctcwe_pitch_basiccnn.pt&#39;</span><span class="p">,</span> <span class="n">basic_cnn_segm_blank_logsoftmax</span><span class="p">(</span><span class="n">n_chan_input</span><span class="o">=</span><span class="n">mp</span><span class="p">[</span><span class="s1">&#39;n_chan_input&#39;</span><span class="p">],</span> <span class="n">n_chan_layers</span><span class="o">=</span><span class="n">mp</span><span class="p">[</span><span class="s1">&#39;n_chan_layers&#39;</span><span class="p">],</span> <span class="n">n_ch_out</span><span class="o">=</span><span class="n">mp</span><span class="p">[</span><span class="s1">&#39;n_ch_out&#39;</span><span class="p">],</span> <span class="n">n_bins_in</span><span class="o">=</span><span class="n">mp</span><span class="p">[</span><span class="s1">&#39;n_bins_in&#39;</span><span class="p">],</span> <span class="n">n_bins_out</span><span class="o">=</span><span class="n">mp</span><span class="p">[</span><span class="s1">&#39;n_bins_out&#39;</span><span class="p">],</span> <span class="n">a_lrelu</span><span class="o">=</span><span class="n">mp</span><span class="p">[</span><span class="s1">&#39;a_lrelu&#39;</span><span class="p">],</span> <span class="n">p_dropout</span><span class="o">=</span><span class="n">mp</span><span class="p">[</span><span class="s1">&#39;p_dropout&#39;</span><span class="p">])</span>
<span class="c1"># fn_model, model = &#39;exp123cS_trainmaestromunet_testmix_aligned_pitch_basiccnn_segmmodel.pt&#39;, basic_cnn_segm_sigmoid(n_chan_input=mp[&#39;n_chan_input&#39;], n_chan_layers=mp[&#39;n_chan_layers&#39;],     n_bins_in=mp[&#39;n_bins_in&#39;], n_bins_out=mp[&#39;n_bins_out&#39;], a_lrelu=mp[&#39;a_lrelu&#39;], p_dropout=mp[&#39;p_dropout&#39;])</span>

<span class="c1"># Test MusicNet, train others (aligned / MCTC):</span>
<span class="c1"># fn_model, model = &#39;exp124a_trainmix_testmusicnet_mctcwe_pitch_basiccnn.pt&#39;, basic_cnn_segm_blank_logsoftmax(n_chan_input=mp[&#39;n_chan_input&#39;], n_chan_layers=mp[&#39;n_chan_layers&#39;], n_ch_out=mp[&#39;n_ch_out&#39;], n_bins_in=mp[&#39;n_bins_in&#39;], n_bins_out=mp[&#39;n_bins_out&#39;], a_lrelu=mp[&#39;a_lrelu&#39;], p_dropout=mp[&#39;p_dropout&#39;])</span>
<span class="c1"># fn_model, model = &#39;exp124cS_trainmix_testmusicnet_aligned_pitch_basiccnn_segmmodel.pt&#39;, basic_cnn_segm_sigmoid(n_chan_input=mp[&#39;n_chan_input&#39;], n_chan_layers=mp[&#39;n_chan_layers&#39;],     n_bins_in=mp[&#39;n_bins_in&#39;], n_bins_out=mp[&#39;n_bins_out&#39;], a_lrelu=mp[&#39;a_lrelu&#39;], p_dropout=mp[&#39;p_dropout&#39;])</span>

<span class="c1"># Test MAESTRO, train others (aligned / MCTC):</span>
<span class="c1"># fn_model, model = &#39;exp125a_trainmix_testmaestro_mctcwe_pitch_basiccnn.pt&#39;, basic_cnn_segm_blank_logsoftmax(n_chan_input=mp[&#39;n_chan_input&#39;], n_chan_layers=mp[&#39;n_chan_layers&#39;], n_ch_out=mp[&#39;n_ch_out&#39;], n_bins_in=mp[&#39;n_bins_in&#39;], n_bins_out=mp[&#39;n_bins_out&#39;], a_lrelu=mp[&#39;a_lrelu&#39;], p_dropout=mp[&#39;p_dropout&#39;])</span>
<span class="c1"># fn_model, model = &#39;exp125cS_trainmix_testmaestro_aligned_pitch_basiccnn_segmmodel.pt&#39;, basic_cnn_segm_sigmoid(n_chan_input=mp[&#39;n_chan_input&#39;], n_chan_layers=mp[&#39;n_chan_layers&#39;],     n_bins_in=mp[&#39;n_bins_in&#39;], n_bins_out=mp[&#39;n_bins_out&#39;], a_lrelu=mp[&#39;a_lrelu&#39;], p_dropout=mp[&#39;p_dropout&#39;])</span>


<span class="c1">########################################################################################################</span>

<span class="n">path_trained_model</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">dir_models</span><span class="p">,</span> <span class="n">fn_model</span><span class="p">)</span>

<span class="n">model</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="n">path_trained_model</span><span class="p">,</span> <span class="n">map_location</span><span class="o">=</span><span class="n">torch</span><span class="o">.</span><span class="n">device</span><span class="p">(</span><span class="s1">&#39;cpu&#39;</span><span class="p">)))</span>

<span class="n">model</span><span class="o">.</span><span class="n">eval</span><span class="p">()</span>
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<pre>basic_cnn_segm_blank_logsoftmax(
  (layernorm): LayerNorm((6, 216), eps=1e-05, elementwise_affine=True)
  (conv1): Sequential(
    (0): Conv2d(6, 20, kernel_size=(15, 15), stride=(1, 1), padding=(7, 7))
    (1): LeakyReLU(negative_slope=0.3)
    (2): MaxPool2d(kernel_size=(3, 1), stride=(1, 1), padding=(1, 0), dilation=1, ceil_mode=False)
    (3): Dropout(p=0.2, inplace=False)
  )
  (conv2): Sequential(
    (0): Conv2d(20, 20, kernel_size=(3, 3), stride=(1, 3), padding=(1, 0))
    (1): LeakyReLU(negative_slope=0.3)
    (2): MaxPool2d(kernel_size=(13, 1), stride=(1, 1), padding=(6, 0), dilation=1, ceil_mode=False)
    (3): Dropout(p=0.2, inplace=False)
  )
  (conv3): Sequential(
    (0): Conv2d(20, 10, kernel_size=(75, 1), stride=(1, 1))
    (1): LeakyReLU(negative_slope=0.3)
    (2): Dropout(p=0.2, inplace=False)
  )
  (conv4): Sequential(
    (0): Conv2d(10, 1, kernel_size=(1, 1), stride=(1, 1))
    (1): LeakyReLU(negative_slope=0.3)
    (2): Dropout(p=0.2, inplace=False)
  )
  (conv5a): Conv2d(1, 2, kernel_size=(1, 1), stride=(1, 1))
  (conv5b): Conv2d(1, 2, kernel_size=(1, 72), stride=(1, 1))
  (logsoftmax7): LogSoftmax(dim=1)
)</pre>
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<h3 id="2.-Load-Test-Audio-and-compute-HCQT">2. Load Test Audio and compute HCQT<a class="anchor-link" href="#2.-Load-Test-Audio-and-compute-HCQT">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">fs</span> <span class="o">=</span> <span class="mi">22050</span>
<span class="n">audio_folder</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">basepath</span><span class="p">,</span> <span class="s1">&#39;data&#39;</span><span class="p">,</span> <span class="s1">&#39;Schubert_Winterreise&#39;</span><span class="p">,</span> <span class="s1">&#39;audio_wav&#39;</span><span class="p">)</span>

<span class="c1"># fn_audio = &#39;Schubert_D911-02_HU33.wav&#39;</span>
<span class="c1"># fn_audio = &#39;Schubert_D911-02_SC06.wav&#39;</span>
<span class="c1"># fn_audio = &#39;Schubert_D911-23_HU33.wav&#39;</span>
<span class="n">fn_audio</span> <span class="o">=</span> <span class="s1">&#39;Schubert_D911-23_SC06.wav&#39;</span>

<span class="n">path_audio</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">audio_folder</span><span class="p">,</span> <span class="n">fn_audio</span><span class="p">)</span>
<span class="n">f_audio</span><span class="p">,</span> <span class="n">fs_load</span> <span class="o">=</span> <span class="n">librosa</span><span class="o">.</span><span class="n">load</span><span class="p">(</span><span class="n">path_audio</span><span class="p">,</span> <span class="n">sr</span><span class="o">=</span><span class="n">fs</span><span class="p">)</span>

<span class="n">bins_per_semitone</span> <span class="o">=</span> <span class="mi">3</span>
<span class="n">num_octaves</span> <span class="o">=</span> <span class="mi">6</span>
<span class="n">n_bins</span> <span class="o">=</span> <span class="n">bins_per_semitone</span><span class="o">*</span><span class="mi">12</span><span class="o">*</span><span class="n">num_octaves</span>
<span class="n">num_harmonics</span> <span class="o">=</span> <span class="mi">5</span>
<span class="n">num_subharmonics</span> <span class="o">=</span> <span class="mi">1</span>
<span class="n">center_bins</span><span class="o">=</span><span class="kc">True</span>

<span class="n">f_hcqt</span><span class="p">,</span> <span class="n">fs_hcqt</span><span class="p">,</span> <span class="n">hopsize_cqt</span> <span class="o">=</span> <span class="n">compute_efficient_hcqt</span><span class="p">(</span><span class="n">f_audio</span><span class="p">,</span> <span class="n">fs</span><span class="o">=</span><span class="mi">22050</span><span class="p">,</span> <span class="n">fmin</span><span class="o">=</span><span class="n">librosa</span><span class="o">.</span><span class="n">note_to_hz</span><span class="p">(</span><span class="s1">&#39;C1&#39;</span><span class="p">),</span> <span class="n">fs_hcqt_target</span><span class="o">=</span><span class="mi">50</span><span class="p">,</span> \
                                                    <span class="n">bins_per_octave</span><span class="o">=</span><span class="n">bins_per_semitone</span><span class="o">*</span><span class="mi">12</span><span class="p">,</span> <span class="n">num_octaves</span><span class="o">=</span><span class="n">num_octaves</span><span class="p">,</span> \
                                                    <span class="n">num_harmonics</span><span class="o">=</span><span class="n">num_harmonics</span><span class="p">,</span> <span class="n">num_subharmonics</span><span class="o">=</span><span class="n">num_subharmonics</span><span class="p">,</span> <span class="n">center_bins</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
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<h3 id="3.-Predict-Pitches">3. Predict Pitches<a class="anchor-link" href="#3.-Predict-Pitches">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Set test parameters</span>
<span class="n">test_params</span> <span class="o">=</span> <span class="p">{</span><span class="s1">&#39;batch_size&#39;</span><span class="p">:</span> <span class="mi">1</span><span class="p">,</span>
              <span class="s1">&#39;shuffle&#39;</span><span class="p">:</span> <span class="kc">False</span><span class="p">,</span>
              <span class="s1">&#39;num_workers&#39;</span><span class="p">:</span> <span class="mi">1</span>
              <span class="p">}</span>
<span class="n">device</span> <span class="o">=</span> <span class="s1">&#39;cpu&#39;</span>

<span class="n">test_dataset_params</span> <span class="o">=</span> <span class="p">{</span><span class="s1">&#39;context&#39;</span><span class="p">:</span> <span class="mi">75</span><span class="p">,</span>
                       <span class="s1">&#39;seglength&#39;</span><span class="p">:</span> <span class="mi">10</span><span class="p">,</span>
                       <span class="s1">&#39;stride&#39;</span><span class="p">:</span> <span class="mi">10</span><span class="p">,</span>
                       <span class="s1">&#39;compression&#39;</span><span class="p">:</span> <span class="mi">10</span>
                      <span class="p">}</span>
<span class="n">half_context</span> <span class="o">=</span> <span class="n">test_dataset_params</span><span class="p">[</span><span class="s1">&#39;context&#39;</span><span class="p">]</span><span class="o">//</span><span class="mi">2</span>

<span class="n">inputs</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">transpose</span><span class="p">(</span><span class="n">f_hcqt</span><span class="p">,</span> <span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">0</span><span class="p">))</span>
<span class="n">targets</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">(</span><span class="n">inputs</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">1</span><span class="p">:])</span> <span class="c1"># need dummy targets to use dataset object</span>

<span class="n">inputs_context</span> <span class="o">=</span> <span class="n">torch</span><span class="o">.</span><span class="n">from_numpy</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">pad</span><span class="p">(</span><span class="n">inputs</span><span class="p">,</span> <span class="p">((</span><span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">),</span> <span class="p">(</span><span class="n">half_context</span><span class="p">,</span> <span class="n">half_context</span><span class="o">+</span><span class="mi">1</span><span class="p">),</span> <span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">))))</span>
<span class="n">targets_context</span> <span class="o">=</span> <span class="n">torch</span><span class="o">.</span><span class="n">from_numpy</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">pad</span><span class="p">(</span><span class="n">targets</span><span class="p">,</span> <span class="p">((</span><span class="n">half_context</span><span class="p">,</span> <span class="n">half_context</span><span class="o">+</span><span class="mi">1</span><span class="p">),</span> <span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">))))</span>

<span class="n">test_set</span> <span class="o">=</span> <span class="n">dataset_context_segm</span><span class="p">(</span><span class="n">inputs_context</span><span class="p">,</span> <span class="n">targets_context</span><span class="p">,</span> <span class="n">test_dataset_params</span><span class="p">)</span>
<span class="n">test_generator</span> <span class="o">=</span> <span class="n">torch</span><span class="o">.</span><span class="n">utils</span><span class="o">.</span><span class="n">data</span><span class="o">.</span><span class="n">DataLoader</span><span class="p">(</span><span class="n">test_set</span><span class="p">,</span> <span class="o">**</span><span class="n">test_params</span><span class="p">)</span>

<span class="n">pred_tot</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">((</span><span class="mi">0</span><span class="p">,</span> <span class="n">num_output_bins</span><span class="p">))</span>


<span class="c1">### Use this variant for MCTC loss ###############################################################</span>
<span class="k">for</span> <span class="n">test_batch</span><span class="p">,</span> <span class="n">test_labels</span> <span class="ow">in</span> <span class="n">test_generator</span><span class="p">:</span>
    <span class="c1"># Model computations</span>
    <span class="n">y_pred</span> <span class="o">=</span> <span class="n">model</span><span class="p">(</span><span class="n">test_batch</span><span class="p">)</span>
    <span class="n">pred_log</span> <span class="o">=</span> <span class="n">torch</span><span class="o">.</span><span class="n">squeeze</span><span class="p">(</span><span class="n">y_pred</span><span class="o">.</span><span class="n">to</span><span class="p">(</span><span class="s1">&#39;cpu&#39;</span><span class="p">))</span><span class="o">.</span><span class="n">detach</span><span class="p">()</span><span class="o">.</span><span class="n">numpy</span><span class="p">()</span>
    <span class="n">pred_tot</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">pred_tot</span><span class="p">,</span> <span class="n">pred_log</span><span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="p">:,</span> <span class="mi">1</span><span class="p">:],</span> <span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
<span class="n">predictions</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">exp</span><span class="p">(</span><span class="n">pred_tot</span><span class="p">)</span>


<span class="c1">### Use this variant for aligned training (BCE loss) ############################################    </span>
<span class="c1"># for test_batch, test_labels in test_generator:</span>
<span class="c1">#     # Model computations</span>
<span class="c1">#     y_pred = model(test_batch)</span>
<span class="c1">#     # pred_log = torch.squeeze(torch.squeeze(y_pred.to(&#39;cpu&#39;),2),1).detach().numpy()</span>
<span class="c1">#     pred_log = torch.squeeze(y_pred.to(&#39;cpu&#39;)).detach().numpy()</span>
<span class="c1">#     pred_tot = np.append(pred_tot, pred_log, axis=0)</span>
<span class="c1"># predictions = pred_tot</span>

<span class="nb">print</span><span class="p">(</span><span class="n">predictions</span><span class="o">.</span><span class="n">shape</span><span class="p">)</span>
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<pre>(7680, 72)
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<h3 id="4.-Plot-Predictions-and-Annotations-(Ground-truth)">4. Plot Predictions and Annotations (Ground truth)<a class="anchor-link" href="#4.-Plot-Predictions-and-Annotations-(Ground-truth)">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">start_sec</span> <span class="o">=</span> <span class="mi">25</span>
<span class="n">show_sec</span> <span class="o">=</span> <span class="mi">50</span>

<span class="n">fig</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="n">gridspec_kw</span><span class="o">=</span><span class="p">{</span><span class="s1">&#39;width_ratios&#39;</span><span class="p">:</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="mf">0.05</span><span class="p">]},</span> <span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">10</span><span class="p">,</span> <span class="mf">3.5</span><span class="p">))</span>
<span class="n">im</span> <span class="o">=</span> <span class="n">libfmp</span><span class="o">.</span><span class="n">b</span><span class="o">.</span><span class="n">plot_matrix</span><span class="p">(</span><span class="n">predictions</span><span class="o">.</span><span class="n">T</span><span class="p">[:,</span> <span class="nb">int</span><span class="p">(</span><span class="n">start_sec</span><span class="o">*</span><span class="n">fs_hcqt</span><span class="p">):</span><span class="nb">int</span><span class="p">(</span><span class="n">show_sec</span><span class="o">*</span><span class="n">fs_hcqt</span><span class="p">)],</span> <span class="n">Fs</span><span class="o">=</span><span class="n">fs_hcqt</span><span class="p">,</span> <span class="n">ax</span><span class="o">=</span><span class="n">ax</span><span class="p">,</span> <span class="n">cmap</span><span class="o">=</span><span class="s1">&#39;gray_r&#39;</span><span class="p">,</span> <span class="n">ylabel</span><span class="o">=</span><span class="s1">&#39;MIDI pitch&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set_yticks</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">73</span><span class="p">,</span> <span class="mi">12</span><span class="p">))</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set_yticklabels</span><span class="p">([</span><span class="nb">str</span><span class="p">(</span><span class="mi">24</span><span class="o">+</span><span class="mi">12</span><span class="o">*</span><span class="n">octave</span><span class="p">)</span> <span class="k">for</span> <span class="n">octave</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="n">num_octaves</span><span class="o">+</span><span class="mi">1</span><span class="p">)])</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s1">&#39;Multi-pitch predictions&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set_xticklabels</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="n">start_sec</span><span class="o">-</span><span class="mi">5</span><span class="p">,</span> <span class="n">show_sec</span><span class="o">+</span><span class="mi">5</span><span class="p">,</span> <span class="mi">5</span><span class="p">))</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">set_ylim</span><span class="p">([</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">])</span>
<span class="n">plt</span><span class="o">.</span><span class="n">tight_layout</span><span class="p">()</span>


<span class="c1"># annot_folder = os.path.join(basepath, &#39;data&#39;, &#39;Schubert_Winterreise&#39;, &#39;ann_audio_note&#39;)</span>
<span class="c1"># fn_annot = os.path.join(annot_folder, fn_audio[:-4]+&#39;.csv&#39;)</span>

<span class="c1"># df = pd.read_csv(fn_annot, sep=&#39;;&#39;, skiprows=1, header=None)</span>
<span class="c1"># note_events = df.to_numpy()[:, :3]</span>
        
<span class="c1"># f_annot_pitch = compute_annotation_array_nooverlap(note_events.copy(), f_hcqt, fs_hcqt, annot_type=&#39;pitch&#39;, shorten=1.0)</span>

<span class="c1"># fig, ax = plt.subplots(1, 2, gridspec_kw={&#39;width_ratios&#39;: [1, 0.05]}, figsize=(10, 3.5))</span>
<span class="c1"># cfig, cax, cim = libfmp.b.plot_matrix(f_annot_pitch[24:97, int(start_sec*fs_hcqt):int(show_sec*fs_hcqt)], ax=ax, Fs=fs_hcqt, cmap=&#39;gray_r&#39;, ylabel=&#39;MIDI pitch&#39;)</span>
<span class="c1"># plt.ylim([0, 73])</span>
<span class="c1"># ax[0].set_yticks(np.arange(0, 73, 12))</span>
<span class="c1"># ax[0].set_yticklabels([str(24+12*octave) for octave in range(0, num_octaves+1)])</span>
<span class="c1"># ax[0].set_title(&#39;Multi-pitch annotations (piano roll)&#39;)</span>
<span class="c1"># ax[0].set_xticklabels(np.arange(start_sec-5, show_sec+5, 5))</span>
<span class="c1"># ax[1].set_ylim([0, 1])</span>
<span class="c1"># plt.tight_layout()</span>
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FQq8Pv9CAaDmJqaQiQSaXHDICLMzMxgdnYWoVAIsVgMoVAISqkWtwuPx4N6ve4oUmLB0yA7YLt0JknUcjkvD21XzNrvtd3SGXT72+NZK6VaBIQAtEBnlDtG7pQl0knATZ8YptiwF1cYt246nVyWzHTGNR/2U5/ddmsd9PhyK4jutU1G4erUS3AAp344aWK8duyEPA6CYbtY+ACEiagCIALgfPP4hwC8F8AXh3x/QRAEQRAEYQBcSS4WQ3tAVkqdI6I/RMNKXATwVaXUV4noxwGcU0o92sX5/k4AdwLA4uLisLIpCIIgCIIguEQsyNuEiKYB/ASAgwDSAP6aiH4OwNsB/Otu1yul7gJwFwAcPnzY1dqIPW6ruYTh8Xhcv/W4XSZx20n4PK/XC7/fj+uvv97xPm7ptGzslGY7JW8/b4Hm0rYZ5aDT/QdJL8tSnWJCb+fezCgnCbfxldltxn6eZVkAXsyzPV6o6WbjFNeUx5NSSkdYYReGQCCgYw2bbg72+hlEfTnFv+12Pue913nAbV66Het0fNBwGznVUy8uIZzWoPPGfadcLkMpBb/fj0Ag0LbfOC23u+1H1Wq1ox9jL+VzG1+6W6Sgcbua2cvRb37cukFsBycXLvO7z/y8Uqm0WDa5vc3+Muj5ersxv00Xx17TdTq323w7SPcNsSBvnx8EcFopdQkAiOjzAH4BjQdmth7vA3CMiF6mlLo4xLwIgiAIgiAI20QsyNvnDIBXEFEEDReL1wL4vFLqB/gEInoewGGl1Gq3xLpZKdlSZFkWSqUS1tbWAADBYBDJZBLhcFin46ZxtyvuGaalgC1EbMGz0+2NtJ2l0A3jUpR2ccdp+/8grZj9ClwGUV9u02i3WsAxgc18tUvXjeCO+1+tVmuxHNstU4PuK72KQPuxGA/S0j1qulmMe01rkLCFz+/36/l4mHlyirk7THaiQHMS8tZNBGj/3ynP9vnNPHcSyujEqGM0D1KIP4kWZCJ6PYCPAPAC+LhS6oO2z6cA/CWARTSeff9QKfXnndIcpg/yd4jobwAcA1AF8F00XSYEQRAEQRCEncekvXQQkRfA/0QjOtpZAA8T0ZeUUseN094O4LhS6seIaA7ACSL6lFKq3C7doUaxUEr9DoDf6fD5gWHeXxAEQRAEQRgck/aADOBlAE4qpU4BABF9Bg0NnPmArADEqZH5GIB1NIy3bdkxO+l1W7IkamzBHIlEEIlEkEqlBnI/U/TCy8oAtiwpcx7sQkEn0VStVnO8RyaTaREXcJq8JTXf0+v1Yn19XW817fF4EAwG4ff79RbWpjDFdMUwXUcmsJO3pRdXhV7i846Cdi5BgxQQMu3cbpziBgNoEbUwZv+s1Wr6fxaZcl/kvtbuXu0EdcPod70K0DphjnUW+LUb7+bvUcYw7fU+4x4Hbuto3PkcFE4ugd2O8fFe5rl2Y307/XAS2sA+X7k5nzHHpSnU5GP2+hm2W9jlxhhdLGaJ6Ijx/12qEcwBAPYCWDY+Owvg5bbrPwrgS2iEG44DeKNSausDmsGOeUAWBEEQBEEQxsuYXiJWlVKH23zmlCH7G9brADwC4DUArgHwABF9UymVaXfDHfmA3K9Yqt979XI/89x2b1lsmWLrMlurkslky5suW614JzzTKhwOh9tasO35dRIDDKqDOwkAO1k2BnmvfuhV5NXtukHmYxD3cOpzvdSbaR0wVzLs53RLw0lkMwgL63asPL3WA6/QuD1fLE/tcdv227H697oiM05rf6+Cvl7DB25nnExKPx5EPnoRak5KuXcCEyjSOwtgv/H/Pry4MR3zCwA+qBqD4yQRnQZwPYCH2iU6caUUBEEQBEEQJhPTWDeqny48DOBaIjpIRAEAb0LDncLkDBrR1EBECwAOATjVKdEdaUEWBEEQBEEQRsskrpYppapE9A4AX0EjzNvdSqknieiXm59/DMB/BXAPET2OhkvG+7qFGN4xD8im0749DmuhUADQcCXgXZkYFrG1Ewnx3+auNk5iCvP87S4X9rJ02yvD6rjtlvLsIkR7/XTLj9t4vPa/zf7AIjL7udVqFV6vVy+Xm24r9ns6tblZNjduBfa/2wlN+Lg9TRaUOJ3f7k3a7fKtm37czqWiXVrmODR3RjN36bOnu103GW5rFs/VajXU63VUKhV9L25r/tvj8ejx1q7Nt4vbepu0L5Ze6CSccuPqZY4ru/DZaZ7uJ3/8296X3YwJN2Vzc/9BuRGZOIm9Gfv9nHZoq9Vqekw6jctB9stOaQ1LCOdWsDhMASLPR07HnXBqU94R0H5ttdoItmAfZ5VKZYvQmuc7Ps7jqlKptMyN23F7m0AXCyilvgzgy7ZjHzP+Pg8Xuzib7JgHZEEQBEEQBGG87OQX/V7YEQ/I9XodxWIRlmUhk8ngoYcewvLyMgqFAvbt24dIJIJEIqHDnSUSCQAvvn35/X4kk0lMTU3B7/e3WLkYt29Eg7KEjRu7RZat8bVaDZlMBs888wyWlpZQq9Xg9XoRDAYRj8eRSqUwNzeHcDiMSCSiQ321ezPtFlKuk0XUjdUH6CzEYCtVtVpFoVDAiRMnsL6+jng8jsXFRSQSCQQCAUcLsz0fvU4KvS5FbdeC5oZ2VrVu963VaroeS6USMpkMLl26hEKhgEwmg3Q6DaUUZmZmMD09jXg8jlgs1tIHYrEYfD6fbhNOk4harIrcp/L5PAqFAjY3NwFAC1MDgQAikQiCwaC2DFuWhWq1imq1qi0z6XQa6XQaZ86cwcbGBnw+H2688UYcOHAAc3NzCIVC2qLWSz/t1wrW76pTP3PNoPqRvb+4yR/Xf61WQ7VaRaVSQT6fh2VZyOVyWF5exoULFzA9PY1IJIKZmRmkUilEIhHdX3geqtVqKJVKqFarsCwLtVpNhxasVCpQSiEUCgFo7KaWSqX0zqnZbFbn1+v16nCZHAqR5y1TDG3WXScfSLcrN/3glE4vK45O32Xm9Z3Gfae+5tba6HY1pZN11E63uapd23XKc7uy99uO3Ke2QzAY3Nb1nWi322CvmKuDlzs74gFZEARBEARBGD9iQRYEQRAEQRAEgyvlAZl2gqvA4cOH1Xe+8x1HcUe1WkU+nwcAvQRcrVaRzWYBNJbfI5EIYrEYgsEglFJ6ac10CwBGGzNyUurdXp8suGLBWCAQ0MuPlUoFpVIJgUBAu6rwkrh9pzGzfE67kI0Lu9gTcF6+m4S8Mk4Cu3Fh9pVKpYJyuax/53I5ANBL5eFwWO/qaO7CZ5ah23Iv3yubzeLEiRM4evQoPB4Pdu3ahfn5ee1aVavVkM1mUavV9H0sy0I0GsXMzAympqb0uFdKtYz/UfZPp/Hh5lz7dU6CSrciSxOzjgHnnRXd5NlJKMY/7GZRr9eRz+fh8/kQjUa37Pxpzxe7fZXL5RYXMMuyUCqVkMvlkEgkkEgkdF8zXSbc5neU8/4gcdvWgxA+Dvs+O41J+f4eFB6P56hqvwlHC/F4XB0+7OrUgfL1r3/ddR4HhViQBUEQBEEQhK5MirFrFOyYB+ROodFYlGfSzxsei0Oq1eoWyyjQXhzAVphyuazDvLClyrKsFqtsuVzG0tISLMuCZVktgiOPx6OtsvYQWqVSCYVCQVuTMpmMtoQBQCgUwp49ezA/P49oNKotdiwaMK01Zqgf4EWrEadlCgUGORAG9dZtT4dDGLmxBA9jcA9DEDWM9PuhnTiJ+1ckEtn2PdqFBOO28ng8SKVSeOUrX4lXvOIV275fv3l0SyfxT6fVi073dBOSrJvAyrT8s/itVqshHA5roWqncvQiMjTnTnM+SaVSrvLNoar8fr8W4bm5rtf8uklvUMLJcbGdFahRzD07qS6FBiLSEwRBEARBEAQDsSALgiAIgiAIgoE8IE8Y3XZFGgQcx7CXWIbmsmS7GIZm3NdisQilFDY3N1EoFJDP57G8vIxcLodgMIhgMIhIJAKfz4d6vQ6Px4NEIoFoNAoiQj6fx9mzZ5HJZHDw4EHs27cP0WgUc3NzSCaTLUKVTmIVzlM3UVovYqJBnddrOpO83DPKnZyGgVN++4mF2i0maa/3GNUEzeXYTh8b95cJzz3sisRzHIuWzbim2xWptnMF6Ufo141u5/c61npxIemlf0/KmB93P2yHm++eTnPosMt1ubrebCfe8yR/5w6SHfOALAiCIAiCIIyXSX3ZGjQ78gG521taN7FKt+PtxCm9hGiyi3GAhhUqGo3immuu0Z9xKCQW3JkWHXsIOvNv3g1q3GHJtmN5todc43qwp2+vd/se9qVSqaW++KdWq+njbFHnejPTdiqDk0WI/7bv2mS/hneIsywLp0+f1iGuGI/Hg2q1qoWnbNGLRCJbQg96vV5dDnsZV1ZWEAwGtRjTFFuaYcwAYH19HT6fT4s1vV5vSx/i9M37t+uDbvqck8CMBaz2scarMG4s7WwFbXd/87N2aVQqlbblalcms/3Mc7jPmn3XDFFWr9exubmJdDqN1dVVpNNpVKtVzM/PY9euXYjH43pHQK4Hvj6fz2NzcxNerxfJZBKhUEjv/udUL6VSCWtra8jn81hdXUWhUEA8Hsfu3btRr9cRiUQQCAQQDofh9/tbdpDstU3t/7u15priy27pu/3MxN42Ttjbspc51Gle73ZepVLpmF/zvhxe054vJ1Fnu/CEnIZ5ntO97OnZv4941aFarerweiw0578rlQoymYxeueS5KJVKIRQKtcw5SinkcrkWsWgul8Pp06dhWRYqlUrLODh+/Dg8Hg9CoRCCwaCeI3fv3o14PI5oNKpXQvx+P4LBoO7T/JPP57cI1EulUkuIR/67Wq22/M/1xvOWfV42v78Y7ltO85/5PaaUQqFQ2NIPlpeX4fF4dChV/m4IhUKO8xTPZSblclmvFPH8SkSwLGvL96HZP3pBLMiCIAiCIAiC0KSTIeFyQx6QBUEQBEEQBFdcKQ/IO2YnvSNHjow7G5ph1lkvS5y9XHs5MmqxxqQwrP53pdTfsOhnFzs317txY7K7H5lLqW7Tc5PHftMRBDeM43nE7sJn79e9iIuHRb/10s5tzcHVxvUudclkUr3qVa/qKz/b4Utf+tLls5MeER0C8FfGoasB/D8A9gL4MQBlAM8B+AWlVHpY+RAEQRAEQRAGw7hfGEbF0B6QlVInANwGAETkBXAOwP8CcAjAbyilqkT0+wB+A8D7+rwHgIajut0x3Sk8EzequTvepLGdN+hRWFQH/Ya/HQuVXfjj5k2/37BlvZw3bNyKRc3P7cJCJ2HSoPresOrJFA6xSIjvV6lUtFCIfeQymQzq9Tq8Xq8W9AQCAQDYIni0W2NH0SfsvnyjqMNe6Wa97lRXO2F10uRyXZHaSeXoJK4dBE5pm6LETqJNN/+bImI7vbTDoNrMTVCCXmm3MnU5Miof5NcCeE4ptQRgyTj+bQA/PaI8CIIgCIIgCNtgJ710bYdRPSC/CcB9Dsf/A1rdMDREdCeAOwFgcXFxeDkTBEEQBEEQXCEPyAOCiAIAfhwNVwrz+H8GUAXwKafrlFJ3AbgLaIj0eIm4Xq+jWq3q3xxP0FwmKZVKyOVysCwL6+vryGazWFhYwI033ohIJIJwONwSI9ZFGbqes52l+3bXd0prEMKBTvfkeJhcrxzPs1Qq6XiRoVAIAFqWtgHoZXAzJmU7F4jtLlG7ScNcDua8cf/J5/MoFovw+/06lqZZHjP+MN+rUxzXXmKqDgOz3finWq1iZWVFn8NlMoVd7J7EsUTNeKBKKTz77LP6Ov7M5/OhVqvpWJ0cu5PTMmOaOrU/xwr2+/1bRGa1Wq3l/nwux/3k9uK24d0vzfkhHA6jWCxidXUVDz30EIrFIuLxOGZnZ7G4uIhEIqFjt3Jbm23L9+X8d2vTTsurJu3i2pr/9+vyMUic4rx2+p/PN9uQY+aWy2VUKhWsr68jHA4jkUggFArB6/XqOND2ei+VSrrdecwmEgl9TqlUwrlz57CysoJUKoVUKoVdu3bpWNFmXF17uzJmvdo/N8vf61xj/s1xdE3YPcje58w+ZN6b51wzH2Yc806uU5yW2cftx+3nmnnuVm9Ox5zGi/ld4lQX/JnpHmmPO62U2jIn2+9p/jjFvbfn1e4u4FQfTjiNhXbX2vtUrVZDNpvdct9SqbQlHjXHcGbMmF7xLHUAACAASURBVOs8d5llM793zXxwPH17fnudW8TFYrC8AcAxpdQLfICIfh7AjwJ4rdppjmqCIAiCIAhXKGJBHhxvhuFeQUSvR0OU9yqlVKHtVYIgCIIgCMJEcaVYkIcaB5mIIgCWAVytlNpsHjsJIAhgrXnat5VSv9wpncOHD6uHH37Y8TNzWcZc3jOX+XhJ1r7U5pDfnss4SC5nY/q4loj7pV+3mp1OL0vI5jGn5dde3A3cLGvyMjtf12mpWCmlt/O2R6xww7jngmFhj2xiujAA0K4zw4j0o5RCuVxGvV5vmY/tOC3pbxd739huWqN2exlUXfSaZ7f33U5d9FqX23Vn7CXdKwWPx+M6xvDMzIx63eteN+wsbeG+++67fOIgA0DTQjxjO/aSYd5TEARBEARBGA6XqwHBzo7earqd8MLNde0sYe0wRUSmczvfny1b9muq1aoWDlYqFQDYYjnh/GSzWW3BMa047HBvissqlYoWwZRKJSwtLaFSqeDQoUOYmZlpSYed9vle7eqk0/Fe3trd1u0kDzJT3OEWJ9GGXXgCbLVA2fuQk7XTqR3Y6mee67T0xfe3p2cvY7+WsU6CHDPvTuk61VE78QiLA91iClvM+7UTMDkJrLhN7IIt+0+7tM00zHuw2NAuHLKX3UloxLhtJ857tVqFZVlIp9MoFos4deoUstksdu/ejQMHDiAUCiEajep+xX2p0326CbdMiAjBYLBjGmZ+ncrt1I/b3dtuLW+Xz073L5fLUEq1iHadxq+ZX6fVDT6Pj/N3AdBaz07tT+Qs0utlpcbMyzDm3X6sr/bvVCfBpx1zDJl/tzvXFJR168ft+rLTd0G1WtXfzeY1Zh+w58WeL3P+tpfHTrvvo3K5vOUe9u+AdnMX04+7xJXiYrGjH5AFQRAEQRCE0THJxq1B4uoBmYj2ArjKPF8p9b+HlSlBEARBEARhsjCt8pc7XR+QqbEd9BsBHAfAwREVgJE+ILtZvttOet2WiPj8dku87Y7zMm80GtX3qVarqFarenmEYxROT0+3LE3zZ6VSqWW52IwPycuWhw4dQjAYRCKR2BLXldM3l5x6rc9e6ndS3i63k49+rt1uue190MmtwpyY3Aqp2vVt+/LgIOnFFWIY9+/lPp1cSzqVw+0YcUrD6/W6XpbutS7tcL7Y5SoWiwEArr322i3nuE2r27F+8mdnUOW2026cOcFbkw8aJ/efTmy3LkwmbX7eiQ9b7fpFL64mvfSBbs8Xo2ZS+tCwcVO7PwngkFLKGnZmBEEQBEEQhMllEh+QqRFC+CMAvAA+rpT6oMM5rwbwYQB+AKtKqVd1StPNA/KpZmJje0CuVqu4ePEi8vm8Fpyxg7xdfMZW0kAg4CjoMC2v7XZI61X80MkC5XRuIBBAIBBAJBJxXwkuGVSomnaCiX4s+XYBBIeXKpfLKBaL+jo+h3c3My3gbFlnsSPvzKWUgmVZuh94vV69E1w4HNbtaYaVsltea7WaFlPWajWdXxbo8Oe5XA7FYhHVahWlUqkl35VKBZZlaWtIpVJBPp/H6dOnQUQIhULw+/267ZeXl/WOX2YosmAwiGAwiFgshlgsBp/Pp3cE8/l8ul6AxrhgESaX2bIsvcucz+fTwpFsNqt3ugMalodkMql3pWLrIls2uZ44X7wqYban2S5m+9vHmb1f2MUo9vZwErk49Snzt9ke/Ns+vu33dsqbk3WRy8n9wLIsvdPbhQsXcP/992NpaQkAEI/HdT/lHcK4Pbjeub45bZ/Ph1AohOnpaczOzuod5gKBAMLhMNLpNGKxGPx+P0KhEAKBAHw+H1KplK4/7tvZbLYlnFowGNTp2fsKr0Tx726raubuXjx2LcvCxsYGSqUSisUifD4fotEolFK6D4bDYUQiEXg8Hly8eBGRSKRlt69isah3ODV3BqvX6y2C5l76Rbu27PS/0zVOafKcYP5UKhVkMhmsra2hWCzqec3v9yORSLTsNMk7dpqrkoFAoKXMpiCVqLHDmjkenXb47FRH7QTAm5ubLTtkcpobGxstczARYWlpSfdVbj+/34/z58/rPsXzCM939vmN+72ZBxa82eeAdn+3+65td00/mHNctVpFoVBANpvVYjmv16t3ieTvBMuy9LyfyWRQLpdRKBRgWRZyuZze8ZfPvXTpEohIi+/r9ToymUxL+EXOQ6VS0W3I9ezxeJDL5VrmCq/Xi1AopOdy/h7k3Sr5s2AwCL/fj0wm07MFfxJdLIjIC+B/AvghAGcBPExEX1JKHTfOSQL4fwG8Xil1hojmu6Xb9gGZiP4UDVeKAoBHiOhrMB6SlVK/2m9hBEEQBEEQhJ3HBFqQXwbgpFLqFAAQ0WcA/AQarsHMzwL4vFLqDAAopVa6JdrJgnyk+fsogC/1k2NBEARBEATh8mFMFuRZIjpi/H+XUuqu5t970diUjjkL4OW2668D4CeirwOIA/iIUuovOt2w7QOyUupeACCiKICSUqrW/N+Lxk54I8Pn82FhYWGUtwTQupzmFMuSz3E6v1wu6xjF5rUcz5iXOczlTqf7A60uALy8xPFEnZbZeImGf0wHf17O4bwBQDgc1ksvvCRm33WwXq+7iidpx2nJj/MTDAYRj8ddpwUAU1NTPZ0/btotBw7KFaYTnVwHOl3jZrl9UJhLmbyUyOJVczm53dKxea25VMluALykbS5X2wUv5pK5uROn6Upjxibn+olGo7juuutw/fXXA0DLMqi5rPzCCy9o1wZOIxaL6byaMc3r9ToKhQIqlQqKxSIqlQqSyaTOe7FYRCaTgVIK6XS6xW0iHA7D4/EgGAxidna25X7sStEL9vo2rzfH7v79+12nOTMz0/Yze1/gdrHnyb5Ez9fa02IXLLNduRx2Nx9O24zJy33InjcA2iUCeDGOr9/vx759+1pcaEy3Ar7WdImxz6m1Wm2L+wSALfOxU7k7uRiYYi7zs+npaTixe/fuLce4H9qZm5vbcsypfs08mzs4mi4F/D3H44/PN9NcXV1taQvLsrC8vKxdn9itIBwOo1wua/cCr9eLer2Oixcv6rHFuzpGIhHt7hSNRhEKhRCJROD1erG5uYloNIpYLKbTIiKEw2Ekk0nMz89rF6ZyuazdG7h97W3n1H/HzYc+9KGezh9T3ldV+530nDJk74A+AHcAeC2AMIB/IaJvK6WeaXdDNzPm15qJMWEA/+jiOkEQBEEQBOEywf6SOqqfLpwFYL6p7wNw3uGc+5VSeaXUKhqR2G7tlKgbkV5IKZXjf5RSOSIavLpsAuGGcbK8dGswDusGjNZaOKx7cR20E9yZ+TB/zHPNUHN2q7cdt6LHnYDbNuml7TqJVfpJz36Nk2VqGH3MPvmxqOtyotuqxyT081HMUd1w6gvbYVwhsEy6jVN7vbOY084gw7z1Alt7+W+mmzW0U3/iVZx+y7S4uNjT+W7G16D6v33+NL8vnb47282t9jyzNd3pe9Ppb6fvWLMfbteCPWkiPQAPA7iWiA4COAfgTWj4HJt8EcBHicgHIICGC0ZH07mbGSRPRLcrpY4BABHdAaDYY+YFQRAEQRCEHc4kvNSbKKWqRPQOAF9BI8zb3UqpJ4nol5uff0wp9RQR3Q/gMQB1NELBPdEpXTcPyO8C8NdExObq3Wg8nQuCIAiCIAhXCO1W1ceNUurLAL5sO/Yx2///A8D/cJummwfkxwBcD+AQGo7QT8Od7/KOol38y3ZLGeNekrTnbVT5sQ+MbgPFzBcvedbrdRSLRayvr2NpaUmLKzjObywWAxEhEom0xEy1ix44fY4Rymlz3ZRKJX2tGee3R9+mrsta26VT7FbgxTih9vs6nWvPo9OSH5ebBUEAHIWi9mW/cff5nc6kWV2Ydu3a6/wySfPjpDCosdOr+5XT9f30P3aH2MmMsi92ch20z/PmbprcPu2CAbT7nm3Xrk75GORD7aTOZYPGzQPyvyilbgegTdFEdAzA7UPLlSAIgiAIgjBxXPEPyES0C43YcmEi+ld4MYxGAsDIRXqDbhCnED+DvqddpDbJDKvDO6Xr9XoRjUYRjUZ7ChHVjlgstu00xomTiMIkEAgM5b7bETF1y3MvFkcn8U8763g/lrBhjcGd+iXRT330WtZR182o5tluothBjgW393VDt9WyQdXfsMXiveD2+7fbXOZEOzGd23PHNXcM6r6T6GIxDDp9Q74OwFvRCJfxx8bxLIDfHGKeBEEQBEEQhAljuxEwdhLdNgq5l4h+Sin1uRHmSRAEQRAEQZhArngLMhH9e6XUXwI4QETvtn+ulPpjh8uGwtraGj796U9roZXf79c7SPn9fuTzeb0jHQuxkskkPB4P/H6/XmqpVqvY3NzcIkhSSmF2dlbvftUsv166N+MXmsu85g/Hi+QdnHiXHr4Xp+31ehEMBrcIWuyxEs3P2Znf3OXJaScm1dwtyy4G4M/sP+0w728vu33nPnPnJz7Gu0/ZYy6y2KPTzmhMtzfUbktnnZbXuEzm7k3cXuZuTsViEUq9uMtaoVBAuVzWeeMdzLxeb4sY0CwfX1+tVvUOhrVaDc888wwsy9L1Ua/Xcc0116BSqegd3CzLAhHpNDkeKe80tba2pndhY/L5vG4L/iybzeLs2bPIZrNIp9MolUrI5/MoFotb6sTj8ehxlUgkkEql9G5RoVAIMzMzmJqaQiKRQDAYhGVZCIVCCIfDegwqpXDy5End5h6PB6FQSNeHKZbkfHJ7cBmnp6d1rFTe6ZF3e+R+aPbFYrG4ZQmTy8f1x+UslUp6py5u87179+q24s+4X3A+uCxmHVerVRSLRZTLZczPzyMQCCAUCrUIS0ulEvx+v64bTp/bzZxHlpaWdDl5165EIuG4y6UZM9cc41xO+xhzmlvM4ybcB3kuq1QqyOfzKBQKsCwL6XQa6+vrWFlZwdraGizLatl1MJ/P67mQdwDl36FQCIlEAnNzcwiFQrAsC8lkEslkEuFwWM/tmUxGC3X9fj9CoRDy+TyCwWDLDoJ+v78lNq69fDx+q9Wqbn+zb3LZo9Go3smRz+frC4UCSqUSLl26hEwmg2w2i83NTWSzWZw5c0bPDaFQSM/x/H1VLpdbdtczBcVcX9xWmUwGQOtOjESEzc3Nlj7IaZs7+vEucKVSqeVenP9QKITZ2VlMT08jFotp1y2v14tqtYp0Oo3jx4/j+eefx4MPPqjHFKcFoGWeN3ck5LlvZmYGCwsLCIfDeic6rovV1VV897vfRTabRaFQ0Gnbv1+435fLZd1febxzns3xFQ6HUSwW9W6SgUAAU1NTiMfjqFaruqyxWAyJRAK5XE6Lv+PxOOLxOEKhkM4Dl4XHwfLyMp5++mmcP39e98NIJKLHYygUgt/v1/3R3H2R29ncK4DnnEKhsMX9wrzWrGO/379F8ElEyOVy+jxuJ/6e5TmH+00wGNRtwe1Tq9UQifTuMXvFW5AB8E4XO9vBUxAEQRAEQRgIV8oDMk2CM303Dh8+rB5++GEAg2uYfsttt0xOYkcZRpsOspxOYc3Ycsf3Mq3+5XJZW6JKpRLW1ta0Jcrv9yMajWJqagrBYHCLZXEY+R81kzxGnayRVxLDFg+b9+m1bnvJ205ot50kep5Exj0HDqrtuoW3dHv9uOtjkvB4PEeVUofdnLt792711re+dcg52soHP/hB13kcFF0dSYjoaiL6WyK6REQrRPRFIrraTeJElCSivyGip4noKSJ6JRGliOgBInq2+Xt6+8UQBEEQBEEQho3dxXQUP+PAjaf1pwF8Fo0d9PYA+GsA97lM/yMA7ldKXQ/gVgBPAfh1AF9TSl0L4GvN/wVBEARBEIQJh1dqR/kzDtwEQiWl1CeN//+SGnted76IKAHg+9EIFQelVBlAmYh+AsCrm6fdC+DrAN7XKS1ToNZMG0DD2X1jYwP/+I//iAcffBA+nw833XQTrrrqKqRSKfh8PsRiMUSjUQSDQe2UHggEWoQRfA8z7U556fS/W3bC8qdd1MdLnCwyKJVKKBQKWFlZQT6fBxEhGo1idnYW4XC4RdDBArVCoYD77rsPd911F9LptBa4sTCJhScs5InFYlqoFA6HUa1WtVAiEAhAKYVMJoNz587h4sWLqFQqmJqawsLCAgAgmUwiGo1iz549mJ+fRzKZRCQSQTAYRCKRQDQa1YIQn8/XIjhjQYyTqNAudmQhULFYRC6X04IkFkhwnVUqFV0nppCGy85iJlPAkc/nUS6XtciI69WyLC2wYYHO1NQUksnkFkGb2Q7chsCLgkn77oTmjoR8nb0MfF42m8WpU6dQKBQwNTWl2yYSiWgxH7vDOPV7U8zFIshwOLxFMMeCw0wmg9OnT2N9fV3XI5eHRTMejwfFYlELqXbt2oX5+Xns3r1bi1dYEBSPx1vEmbVaTfdLc4I2xTZEhFAopEUvZh3b+0q9Xu/bCmIXHg4L+zzohNnnuR64P5qCIjeYaXH72tNymvNZxGo/fu7cOdRqNWQyGbzwwgvI5XJa8BQKhTA/P4/9+/djamqqZWybafAYY/GmUgpra2sol8uwLAvValWLni5evIjp6WndfxKJBFZWVnTfj0ajWlhaKBT03GIKzfm+9t/2vwG0iLz48177w6i+R5xcYUy3uUGlbxfOMzyHlstlLUguFAo4cuQIfuu3fgtnzpzR53J7AtCiWW6fYDCoAwKwqC0Siej5ZWpqSj9fBAIBpFIpXLp0SfeHQCCARCKhhdEsDGSR5OOPPw4iQjKZxNTUFKamprCxsQG/34/p6ekWAeHKyorORyAQ0PNOoVBoEYSy6JTzzfOjuWMq/3Yjlm9X/1eKe4qbB+R/JqJfB/AZAArAGwH8PRGlAEAptd7muqsBXALw50R0K4CjAN4JYEEpdaF57QUimne6mIjuBHAngBaFsiAIgiAIgjAe5AH5Rd7Y/P1/2Y7/BzQemNv5I/vQ2I76V5RS3yGij6AHdwql1F0A7gKAO+64Q5QZgiAIgiAIY+aKj4PMKKUO9pn2WQBnlVLfaf7/N2g8IL9ARLub1uPdAFa6JXTmzBn82q/9GgBgeXkZTz31FPL5PKrVKqanpzE/P6+X35944gkd0YCIsL6+jmeffRbVahW33347Dh06hO/7vu/D3NycXtoOBoMoFot6C+Tp6WkdU9Gt/4tTfFE+DoxO7W+PhWoesy+D8jIiLy1blgXLsnDs2DH80R/9EZ5++mkdC9SsB77O4/HoGLW8HBWPx/XyOi/1J5NJxONx7N69G6lUCj/5kz+Jt73tbQiHwyiXyy3xPXmJyB4Xl/Ntxg7mJSQnl4BKpYK1tTWsrKzopfYTJ07gox/9KJ5++umWONV+v1+7BnAsVl46DYVCqNfruHDhApaXl/USLPcvXsKamprC7OysducJBoNIpVKo1WpYX19HNptFIBDA7t27kUwmoZTScXp5ye706dM4ffo0SqUSyuUygsEggIaLRS6XQ6VS0UuCRIRCoaCXg3lJmmP3totlDbTfWjUcDmNhYUHHtmY3gkQigXK5jHq9jnQ6jdXVVRQKhZYlcHvaHo8HsVgMqVQK4XAY8XgcU1NTun1LpRJWV1exvr6uy2V3T+A2sixL9zdzPLGbDMdYBqD7ExHppdV8Pq/TYHedvXv3Yt++fYjFYrrd4vG4jn/q9/t1bNNIJIJUKqVjkXI/5CV0r9eLSqWCRx55BPV6XS+hRiIREBGefPJJpFIpLCwsIJVK6di17CpkLr2zCxGPVY/Ho+Nhm8e435ntaI5t0xXKjMdudxMC0BKnO5fLYWlpCX/2Z3+Gb33rW6hWq9olzYxLa+abxynPJTw3l8tl3W/MuciMAW2ObTPGvc/nQ6lUaoklW6lUdDua+Tfh8WyOT65rjucdDoeRTCYxOzuLAwcOYHp6Ws9t5XJZt8vCwgIOHjyol+zNepudnUUmk0E6ncYDDzyAI0eOoFarYWpqSpeB4+kWi0UEg0G9FO/xeBCNRnVd8v38fr+OJW3GAyYiLC8vt8QQDwaDLfGVOaZvMpnULlDs2sNuaslkEgsLCzqGLxHpmODFYhEbGxs4duwYHnvsMXzuc59DPp8HgBb3K3N8s2sW9y2fz6fr1HQF4/MLhQJOnz6tx6U5b5njml2gTLcSc16w9ycA+nuK82T+cL+KRqPYu3cvFhcXEY1GEYlEcNVVV2HPnj2IxWJYW1triXefy+WQz+fx9NNPI51Ot7jtcFxss4/y9445Htl9w4TLwXnmYxyz2l5mM12zjETUkobpKmLO7XZ3InMOqNVq23b9upxxY0HuC6XURSJaJqJDSqkTAF4L4Hjz5+cBfLD5+4vDyoMgCIIgCIIwGExdy+XOUOMgE9FtAD4OIADgFIBfQCNyxmcBLAI4A+DfdfBjBgDcfPPN6lOf+hQKhYK2IliWpd/wAoEASqUSMpkMnnzySZw/f16/RfNbH+/C4/f7cfPNN+PVr341brjhBkxPT+s3fraCmjsE8Vu4k4WLMS20vbxZ2cWHfKxZdy3nmlYa07pqCoCq1SpyuRwymUzLTmDsyB8Oh7WAji1LbHXM5XJ48sknceLECRw9ehR79+7F937v9+Kqq66Cz+fTu2fV63Vt4fL5fEgmk9paxnXIwjkW4S0sLCCZTLbEKe7GdizupgCIhRrHjh3DQw89hP379+MlL3kJotEoZmZmkEgkdPvb65t31bp06RK8Xi9mZmZadq+yt5u5Q5pZt+bOcVx+cxc1s074vHZ9zameRvE2bwryvvrVr+Lv//7v8fzzzwMAEokE4vE4CoUCarUa4vE4rrvuOhw8eBB79+7VqzIsiLQsS4vyKpUKNjc3tciQd7TkndzYIrm+vo7nnnsOTz31FIrFYoul3BQPzs7O4tprr9VWYnPXPxZdHT16FCdOnMCePXuwd+9e3Hzzzdi7dy/i8bi22g3rC6Cd9X4UmFY3Ftnm83mcP38ex44dQy6XQzQaxbXXXov5+XltUef+XiwWWyxZnE4wGNSWdh7jvApiWZYW5+bzeTz77LMoFAq4/vrrsWfPHp02W415XJVKJWxsbCCdTiOdTqNcLus55dixY1heXsb58+cxNzeH2267Dbfffjvm5uawuLiox7S5GlWtVrG+vo5//ud/xhNPPIGnnnoKc3NzePnLX47bb79d7xoZj8cRjUb1CgJb5ewCOnv7OQntdhr21Ud7mbr1WfvqRC8rqoPEaZWkH0aR11Hgpv2IyHWM4b1796q3ve1tg8ugS377t3975HGQh2ZBBgCl1CMAnAr02mHeVxAEQRAEQRg8O/2lwS1tH5CJ6PZOFyqljg0+O4IgCIIgCMIkIi4WAIjonztcp5RSrxlOlrZy2223qQcffFA7vZuxMoHOMSLNJSNe9s5ms3j22Wdxzz334Lvf/a5esmXXg1wup5dwS6VSizDE7/fr3yzuSqVSmJ6e1kuW6XQaxWIRpVJJL7ezaIGFVwB0XENelmRBAS/38zI0x9E0l+FDoRCmp6cxMzPTImxhcRgArK+v4+zZs6jX61ooZ4rQeKmfBRzz8/OIRCK6TPF4vEWoaH9rJCLt4sGwqKpSqWhxWT6fx/z8PFKpVIsgbzvigEG5BtndXMy+0y5/Tvdut+zqRqTZrUzdlitNzPYwf5tjxHQ/Mbf4tueZ3T343Hq9rgWZ9rjJ/JvHWCaTwalTp1CtVhGPxzE3N6fFiPzDy9emq4Tp0mSOczPOp1N9OtWLGavX7g5TqVRQLBZhWRZWVlbw3HPP4TOf+Qy++c1v6vnALkjiv0OhECKRCL7ne74HL3/5y3HLLbfg4MGDsCwLc3NzWqjKeeX4uWaZLMtq+d/Ms1ludhPo1C+d+q69T3CZy+UyLly4gEcffRQf+MAHcObMGfj9ftxyyy245ZZb8IY3vAEHDhzQIiYWhHGscK5Lu6sQ9xczFqtTfs0Yw9zepVJJCzLNvscucaZ7EpfRLkDmcpouTuwKxvdi9zyv14tSqYTNzU089thjuPfee3Hx4kVsbm62uLCZAmUWKsbjcSwuLuLaa6/FoUOHEIvFtFAzl8shHo/r+a1arWJjY0PHaOb4trt27dLCVFNg5/P5sLGxod3hOF2OwWt/MEmn0y19hGP/sksc/89l4H0BpqamtBsJn2+6Ftr7oXnM7GedXEycXNA4j2ZfLJfLyGaz2kXKvAePQft8wOI47jf5fB7ZbBYejweRSATRaFTHzTfri7+bzp07h+9+97s4c+YMnnnmGRQKhZZ+4vV6EYlEsGvXLh3TeGFhATMzM0ilUggGg3o+49jG3EeWlpa0mw5/H6+vr8Pv92s3xHA4DL/fr8vn9Exj1iER6XozxzOPJz6X68jelvYx6PS/p4etpvft26fe8Y6uW2EMnN/4jd+YHBcLpdQPjDIjgiAIgiAIwmRzxVuQAYCIZgD8LIDrm4eeAvDpbqK6QXPbbbepo0ePurLudcIsK79ds5X1wx/+MM6fP4877rgDr3/965FMJnW4N6/X2yL6sCwLmUxGC8BqtRpisRgWFhZadtfi+/Abcy6Xw/Hjx3H33Xfj1KlTuHTpEiqVit4dCoAOb8Ohl/iYac2z7yRF1NjBbnFxEddddx0ikQgA6DxFIhG88MIL2NjYQKVSwU033YSbbrpJ5zcWi+mQZoMQm7D1JZ1O49y5c7jvvvswNzeHN7/5zdqCbQ9/My6fJnv/n0Tfqn6t5YMUq7Dotd1ueHYqlQo2Njb0DmLct5ysGk7W9GFhnwPq9Try+TzW1tZQr9f1Dlgs2DXz7HbVo5vAlC1VLFzj8c2WKKf6MC2jfIz/N3eA4/TZYliv17G5uYlCoYBHH31U79RlhojjcrKo7tZbb8Udd9yBmZkZveLjVK5JptNqjCnsLBaLOHfunBYDJpNJzMzMIBQK6V33zJ3vtvO9Y1+pMi3bvFvm5uYmLly4gGeffRbPP/88NjY28Nxzz6FcLuP222/HK17xCiQSCczOziKZTGJuWtvh7wAAIABJREFUbk6HbbMLyd0IfPuh21wyyjE8CLrNQ718R2wnb3aru1MenOaWQdR3LyK9ffv2qXe+853bvmevvPe97x25BbntawAR3QDgCQB3AHgGwLMAXgrgCSK6vt11giAIgiAIwuWH/SVsVD/joFMUi/8K4J1Kqc+aB4nopwB8AMBPDTNjgiAIgiAIwmRxxbtYENEJpdShXj8bBocOHVLvf//7cfLkSRQKBS2aIyIEAgHkcrkWB3VeHgMaOyPxTmpra2tIp9N6hyDe3cjr9SKTyUAphVQqhVtvvRX79u3Da17zGi1mMIUivPuMufTqJChwqLeh15VTe5qik1KphGKxiHw+D6WUFoQwZnxly7Jw+vRpPP744/jEJz6B1dVVhEIhLVAIhUItcX4BaDHCnj17kEwm9VKuKQTLZDJ47rnn8Mwzz+i2MNszGAxqUQsvP5uiMBZs8TEWa3C/4OVmFhgFAgG9dGqWk3dKq9VqOH/+vN4diV1OisUiarWabm9O+9KlSygUClBKtcQtNkUmXOcsbGK4f3B5zWVRFnOZfYhjAvO1ZoxednsAtrrmmPGxWVjG9cFtxEJUTjsYDCKZTCKZTGLXrl04ePAg5ufnEY1GtZhHNWNcnz59GidPnkS5XMbU1BSmp6d1HGFz5yqObcvHWHjFO8TxLmN8H96FjncjtAtEndwV+Lf508lViJe12T2K+5TZT02RGItk2BWKdx/LZrN4+OGH8eEPfxjPP/+8FvjwWLAL7sz24LHCbhXcrmabMhzH3exD7HLBP5xnMwY30NgdcXp6GgAwMzODgwcP4lWvehUWFhawa9cuLTbmdiIipNNpbG5u4umnn8by8jJOnz6N9fV1rK6u6nEVDocRDocRi8W0cJnrkcvDQireHZDrmMfu7OwsUqkUdu/ejenpab0rKsfVrlQquj9x/Zm7LprtGQgEtLsMj1semzwueAxHIpEt44OFqOxywi4qZj81xY7r6+t44IEHsLq6inA4jD179uj88VzE3wvpdBqFQgGZTAalUgm5XA7ZbBYA9NyUSqW0GxKPU97dMxAIYHl5GaVSSbv8BYNBnD9/Hpubm8jn8y3lY4E4j2/OD88Nfr8fu3btwr59+0BE2mUjkUgAaLjuLC8vo1gswufzIZFIwOPxYG1tTe9CyO3u8Xhw5swZ3e9KpRKICPF4HLOzs5idncXi4qJOPx6Pw+Px6P5juq50shya49+cY7n97f2e5wCzb5rHTZEoX2+Ky7nuLMvC888/j3/6p3/CsWPH9HMC/7DAmNM107SLFM2/WbBofi/aBYV8zMyv/XvD3EnPnB/s86QpjjfP4zlqY2PDtfvC/v371bvf/W43pw6Ud7/73ZMj0gOQ7/MzQRAEQRAE4TLDfMm/3OlkQT4L4I+dPgLwLqXU/mFmzOTw4cPqyJEjQ72H+TbKu/J98YtfxMc+9jGcO3dOh8i55pprcOONNyKVSmkrWTKZ1GGw8vk8nnjiCTzzzDMol8uYnZ1FLBbD7t27sW/fPuzbt0+HeolEInoXukgkAr/fry2eZkgrtkaYb9WmyM0Ue7DYxnyrNtMCGpbHbDaLfD6vQ9VxCBq29plhqQDn0D522ln5+I123CKfQYs7LgcmpU3Y6rKxsYGjR4/iC1/4As6fPw+lFObn53HLLbfg+uuv16GTTGEpW/vMVR4AyGazemyYqwxra2v6vqZ1nXd943FTrVaxd+9eLehlqw6vmgQCAb2Swtb1Wq3WEmqJ82auQPDqDK9svfDCC8hkMlhfX0c6ncby8rIen4FAQIeWAoBSqbRFoMv3C4fDOh+RSAQHDx7ES17yEuzatQuxWAyxWExbrM2xbF/hMK3Y5nm8imDWtz2tbv3JtJ5ZloVSqYTjx4/jyJEjOH78ODY2NrT1NxqN6lCTfG29Xtdz5sLCgrZ6ZjKZlnCAHB6T78dtZYogebUqFovB4/FgampKW1y5HSORiA4Lury8DBaL33rrrbjhhhswNTWFubk5pFIppFIp3fe4z+RyOd2/lVK63uwhFHO5HEqlkrauJpNJHWaP69m0nPO1dnHepGBaWavVqh53jzzyCJaWlvCVr3wFJ06cQKlUAoAtoc7Y8surOAyvDtpXjsyVOv5+5GsTiQSi0Sj27t2LxcVFEJG2gPP4DQaD2vrN6fDxarWKhYUF7NmzB1NTU3ps88qyvV0mmXb5ox5EeouLi+o973nPQPPlhne+850TZUH+MwDxNp99fAh5EQRBEARBECaYSX8RGBSd4iC/f5QZEQRBEARBECabSXSxIKLXA/gIAC+AjyulPtjmvJcC+DaANyql/qZjmh1cLP6k04VKqV91k+lBMAoXi8sZu0DAdPZvJ4JgFw3e8ejUqVP46le/iqNHj8KyLL2ky4I1y7IANIRHlUpFL1+Zgq1YLIbZ2Vm89KUvxQ033IDZ2VkdYzoUCmnBBouV2i0fOuXZ/L9XnEQNbq8bBKZw5Ep5M590xuWOYy4dmzj1/264OW9S3I5G3e+HXe5+yjPMPA2yfjvlc1zz1zDnzn7TnpSxZTIIF4urrrpKve997xtovtzw9re/vW0eiciLRjjiHwJwFsDDAN6slDrucN4DAEoA7u72gNzJxeJoD3kXBEEQBEEQLnMm0IL8MgAnlVKnAICIPgPgJwAct533KwA+h8aeHl3p5GJxb3/53Jl0sKSPOCfDxS7ws38GwPHz2dlZvOxlL2s5D3D/lsxCikqlgpWVFXzrW9/CPffcg6WlJR1yKRgMwuv16tAzHM6IhUEcmo13DuMQO/bB6vF4tACHhUvJZFKHEmPR0oEDBzA/P49YLAYAWsjD4gszpM6wJ4R2lsN+znUjpOyFUVmfhnX/QVly3AjQtpvGqOcbp/uNw/I1idY2xm2btAvrNQkMOj+TVj5guHkaRtq9pLldC3k7Af120xsxs0RkuhLcpZS6q/n3XgDLxmdnAbzcvJiI9gL4NwBeg+0+IBPRlzpdqJT6cTc3EARBEARBEC4PxvSAvNrBDcQpQ/a3gQ8DeJ9SquY2/51cLF6JxhP5fQC+0yYDgiAIgiAIwhXAhMZBPgvADD28D8B52zmHAXym+XA8C+CHiaiqlPpCu0Q7PSDvQsPh+c0AfhbA3wO4Tyn1ZO95n3wuN1cKk3YitG47jtnT6OU4p2+ex7ujxWIxXH311XjLW97SNq2dIlgbx1JjPzE3J6Uux5GPUd1zUuq4H9z2451cRsY+L23neifsaU6SO4Lb+Xo76XRKvx+x6SRj70vDqkO337/tvjed8jUIl40J4mEA1xLRQQDnALwJjedWjVLqIP9NRPcA+LtOD8dAZx/kGoD7AdxPREE0HpS/TkS/q5T6035LIQiCIAiCIOxMJs2CrJSqEtE7AHwFjTBvdyulniSiX25+/rF+0u1kQUbzwfhH0Hg4PgDgTwB8vp8bbYfHH38c09PTKBaLLeHJeJchpZTemSgYDCIUCundkXiHOd4dq1wu692UzD3T6/W6FoWFQiEEAgEkk0kt2goEAjokGQB9P6Cxu8/a2hpKpRLK5TJKpRL8fj9isZhejvB6vQiHw3oHMJ/Ph1AohEgkgkQiofepN3d5ikQi8Hg8WF9fRyAQ0DsD8Q/v9lSv11EoFJBOp5HP57G5uYl6vY5QKIRUKgWv14tKpaLLy7tpnT9/Hqurq3jmmWdQKpUQi8UQDAaxe/duLC4uYteuXdi1axcikQhmZmYQi8X0rmOMuesW12M+n28JvcblZ7Eb55/bj8+zv+UOwvJi36ltdXUVx48fx8mTJ/F3f/d3WF5e1mUIBAIIh8MIBoNQSuldnri/5PN5FAoFZDIZlMtl/Rnv4MV9iMsWCARQKBS2WE24rPbdEAuFgt4lyqw/DnnH13J6tVpNn8v9mI/xrm9OcFr2+uW2CQQCiMfjuOaaa7C4uIiZmRmsrKzocq2urmJpaQmrq6uoVCpaXMnCSCJCoVDQfROArhfeeTIUCiEajepdz7icuVwO6XQa2WxWhwkMh8Pwer0ol8tYXV3VZeZ+xWnwjnUM7zpXqVRQrVZRq9W0uJPDGJptwu1gzjH8Ew6HkUgkEIlE9Oe8qx/vwrexsYFisYhyuQwi0jtucR2YO+yZO33x7m+BQADVahXhcFiP/0AggEwmo+cbUzTK/ZP7LfddbkNuL5/Pp+eZWCyGqakphEIhhMPhlr4DvDiXPfbYY7j//vtx6dIlbGxs6Lox69fcTdA+zjOZjB53PPcFAgFks1mUy2VYlqXvmcvldEhJc0yZc4s5Tsz539zFjNuS4fblfNiP8/xj7sDotDOgeQ5/P5TLZQQCAd3OgUAA6XRar5JNTU3p3fB4F0SzXbi83IY8bjY3N3U5+f5KKWSzWViWpfsu7+bIu6eadc+7RnKITvM7ZW5uDouLi0gmkwgEAlhdXdXjhneyTKfTePTRR7G+vq7bwL5qZe56xyJrrlNuaxZI846Ifr9f72JZrVZ130yn07rMZjuZfYSPm3On2VbmjrHmuOUxx2OM56Zaraa/P+PxOGZmZvQ8yzva8nf9mTNncOnSJayvr+v65LTNdP1+v84bjz1Og8cbz628Q6M5D4RCIeTzeV0vnO9qtYrV1VXdrtVqFaVSCbVaDaurq1q03m7lguc07q/mWKlUKvD5Oj4GbsEcH5OEUurLAL5sO+b4YKyUequbNDuJ9O4FcDOAfwDwfqXUE65zKgiCIAiCIFx2TOID8jDo9OrwFgB5ANcB+FWjQgiAUkolhpw3QRAEQRAEYYKYNBeLYdF2J71JQnbS2z69CkuGSS/xYse5w50gCINlmEKwSfsum5QY08Bg5sROuzuOiu3Un/mdIt8RrVAPO+ldffXV6nd/93eHnaUtvOUtb3Gdx0HRm/NJH1Bja78jAM4ppX6UiG4D8DEAIQBVAP9JKfXQsPMhCIIgCIIgbI8rxYI89AdkAO8E8BQAdsn4AzR8mv+BiH64+f+ruyXSLZzKMN8K3aS73dBBw6abRbbX+nPaNcp+vSkcsywLm5ubyGazeOCBB3D33XfjwoULLUIcUyQDvCiE9Pl8WpQRDoe37LKXz+e1SMLv92N6ehp79uzBzMwMZmdnEYvFsGfPHuzfvx+lUgnRaBThcBjRaFQLwUwxGd+LxSemMIXL2U+otUFgiktNERLDIrB+8zUMS5PT5yzUKZfLOHfuHI4cOYKjR4/ia1/7GrLZLILBoBazmuKblZUVVKtVWJbVMkkXCoWWHRlZwOT3+1sEXSxiYkEtAN3+poiOBXgsIGSRbDgcRq1W0+KaRCKBPXv24MCBAygWi9i7dy/279+P+fl5TE9PIxgMYmZmpkVk1y/jmlfahYh0+m2OCzO//DkLzfL5PJaWlnDmzBl88pOfxOOPP45CoaAFSjzOeUzzHJDNZnWaLLxmISYAPS5YgMTHTGGVOb+w0JDnE1M4XKvVtNiQ24/FVplMRuctHo8jkUggk8nofMZiMczOzmJhYQEzMzNIJBJYXFzE/Pw8EokEZmdntwhB+XvNqZ1Nobk5B9jrnPNtCqI5T4MWV3Ua5+P8Lrbj1FfdrKg6fccx3MfsfZxFk+Yxy7IAtAobTSEzz2/mfGYXGzoJh8282vM+bCbxGWcYDPU1gIj2oREF4+PGYYUXH5ansDWYsyAIgiAIgjCBOL3cDftnHAzbgvxhAO8FEDeOvQvAV4joD9F4QP8/nC4kojsB3AkAi4uLQ86mIAiCIAiC0Am2gl8JDE2kR0Q/CuCHlVL/iYheDeA9TR/kPwHwDaXU54joZwDcqZT6wU5pHT58WD300EOOIoFhvlns9GWESROtdKJdXY+iDPb4m+ZSpf0NtlOfGIe7RTv3FqaTa41TrGT7cl6ntC8XOrkdmcuyvHyfy+VgWRaWl5fxzW9+E9/4xjfwwgsv6Fik/MPxRdnNCGgs1dfrdViWhXK5rGMmcwxpjkvKbiHs5sFL5BwvNRgM4uzZszq27v/f3r0GSXbW9x3//vveM93TM7M7K612tV6QbHDKlgTZKDGyTRCYwo6DwZWoSICQ2IQ4FRxhB4MvlQSq4opMCA4uE7kUWTbGLowicAAZWaEgQiWuurISu+aiRRK7zLKX2d2Z6eme6cuTF3OeozO93TPdM32f36eqa3pOnz7n6edy+unnPJdsNsvExASlUolEIkEul2N2dpaZmRlmZ2cpFArs3buXffv2sWfPnnCuVx8mP9d3tVrl0qVLlEolVldXw1v5sVgsnLvWdy9JJBIcPHgQIPy8/nax76oS7ZYEl89n27it8fb0Vtf4VrfPnXNhFxpgQ9eKVi1TvguD3ycej4fzkvt5tEulEmfOnOHo0aMcPXqU733vezz88MMsLCyE8ROtQPhb6PF4nImJibDriL/t7vOUD7PvLtYYPj+nd7QLRrM5z306ef4Yfu77dDrN1NQUMzMzFAoFFhcX2bt3L3NzcxQKhTDdVldXyefz4dz4Zsbp06ep1+tks1lmZmbCOc1LpRJTU1Mb5go/e/ZsONeynw/a59PGrguNc797lUol3O4/qy9/wIaud6urq2F58fnPvxbtXtWsa0Jjd4pW3YOiz6Nx3GyO+uj+zfJ347W78TrdeO1t7O4XPf5Or89BXm97ANw111zjbrvtth2dcztuueWWsRqkdxPwWlvvZ5wBpszsz4F/zHq/ZID/zcbuFyIiIiIypHZLC3LPPqVz7reccwedc4dZXxf78865N7He5/jlwW43A9/uVRhEREREpDsG0f94XPsgN/OvgQ+aWQIoE/Qz3kq3IqnVLYlxv408aNuN326lS7Pb6NHbWP4XcXS/Yf+V3Ek3iM3yfKdx3MNuWV05x2bdSlrt30kcTExMAHD11Vfzspe9jHe/+92dB3KIXX311T07drRM+TjfSTnbLN1SqVRHx/IznkT5bihRBw8e5KUvfemW3ZsGZbtlZ1Cfwy/HPEo6XZ55p/zMKsNi2PJ8r/QllZ1zDwAPBM8fAv5uP84rIiIiIt0z7I1H3TKIFuSu2emvmGhH+eicss0GlEQfzQaPNA7yGuRtgV4a1c/UzkCfUbadz+AHvnh+gNGgWsY6/QzNWpybDcJp5xx+gJaPEz+4x4sO8GkVP+0MmNnq9egxNrvr0S3dzPuDuDZ0ercgKjqgzw+mahzM12rAarN0Gpa58JuFJ5pnW1VutpsXmg2e9/HTai7hZt+djfHpB+817t+snDV+50aPFR1EN+yaxSU8P0iv2fbGbY3Pe2EU4rIbRrqCLCIiIiL9sdmPrHGjCrKIiIiItEUtyEOmWwnS6jZEJ53gN5uPudlt137bLZm3W3ZrfG13oMkwxle7YWq1n58n1cfJZsdr9Vo34qWft0lbaTUvsbeTcPXqM7Vz3O3Oo99OHHRjPtrt2iw/9iNMOx0A3Ko1st8D4YZBq/hqVT8Z1OA9tSCLiIiIiARGpT93N4xEBfnEiRPccMMNXLx4ESBcJWdiYoKZmRnS6TSTk5MbVnjyK90451hZWaFYLLK4uEi5XA5XvPLvS6VSrKyskM/n2bNnD1dddRX5fJ4DBw5w+PBh9u/fz9TUVLiKlZmFA5qi/XE2GwwwjBlqs9ZtP2hldXWV5eVlPvaxj3Hp0iXm5uY4fPgwk5OT5PN56vU609PTTE5OhitpPfvss0xOTpJOp0kkEqTTaZLJJLVa7bIVjarVajggyq94FG196Ga8OeeoVCoUi0WKxSJPP/003/nOdzh58iTHjh0LV97yq5qtrq6SSCSYnJwkm82SSCSo1WpcuHCBRCLBzMwMc3NzTExMkEwmOXHiBJlMJlyRKpvN8txzzwHP59lkMkkikeD8+fMbVhszM37wgx+wtrZGpVKhWq2G4blw4QLJZJJcLsfExES4stXCwkIYVj9V0vnz56lUKqytrVGtVqnX65TLZcrlMqlUiqmpKTKZDPv27QtXCnTOEY/HKRQKXHXVVRw6dIi5uTmuvPJKJiYmiMfjlEolzIy1tTWWlpZ47rnnePrpp8Nz+DD5POAHx0RXIltaWiKRSGxY5SqdTpPNZtm3bx8TExPMzs4yOztLrVZjenqaZDIZxlPjAMLGgT6NA3oqlcpl+zUOvvP5onElNr+CXKVSoV6vs7a2RrFY5NKlS5w/f55SqcR3v/tdnnzySZ566ikuXrwYvsenczweD+Mjl8uRz+fD/LK4uMjExET48NeiWq1GPp8PVx1LpVKsra2FaezjIroKni9j/lh+NTu/Op5Pj+jKY42f3Ye9XC6zuLjI/Pw8Dz74ICdOnOCZZ54J86S/3k1MTITlPp/Pk8lkmJqaCvNooVAIw5bP58NV1UqlUvgef802sw15YpAaB5X5ePGDOMvlMhcvXuSJJ57gox/9KBcvXiSbzXLFFVeE+da/z6fL4uIi9XqdarUarsi3vLwcnstfK+LxOIuLi+H3jF99bmpqilgsRiaTIZvNhmmQyWQoFossLy+Hx3bOUSqVwkHn/jjR77yZmRlmZmbIZDLhKo0+j/vHt7/9bU6cOEG5XCabzYbX8kKhEKanD8/i4mKY3/xnqVar4XdrLpcjlUpRq9U4efIkAFNTU2F+8d/Z2Ww2PJe/5vh84cuw/26Pbo+u2NhOurbi065arVIulzl79iwLCwt8+tOf5v777w+v+7FYLFzlz4fJX5+iAz19/l9ZWQlXvIzm8bNnz4Z5318nlpaWwmuUv1Ymk8nw+uvf6/Pl8vIytVptw4Dr6LUQ2FBm/XXEx7mZkc/nty4YDYaxPtMLI1FBFhEREZHBG/QP2X5RBVlERERE2rJbWpBtFOaAPXLkiHvkkUcGcu5W8zB6rebhbDZfpsgwaZVnh8GwzCnbK/267o5C3HWy4mGrfNGr/DIK34+d6OYg8k7ieVjiMTpHszzPzB51zh1pZ98XvehF7vbbb+91kC7zyle+su0wdotakEVERESkLbvlB4YqyFtod8BdL6d+GmZbtQyM2ufvx+pl3dat1pntHGeQ03btVDfibbvhHPY81U+dxEW/r7Pjnk6tWuEbX9tMN1aQ7LdetSIPS0s5bH23YBinaxw2qiCLiIiIyJa0kp6IiIiISAO1IO9i4z5AqJu6HT/DcosqOpij2UBNuDyfNLttN6jP0zifa7NbqX5uVHh+XmHfMtDN26vDalTDPQjt5OPdFp/D8j3RyTVmOytEtnP8XsZFJ4M4u7lfp4blu8trFp5uhVEtyCIiIiIiEbvlx/CuqCC3+tXULJEb991uq+BuyUDdNkzxFm1d3ez1qG62pPR6EEXjinIirQxTuRwWg4qTfrdUtvM92cu4GJW8t5MW+H7pRlzupqWmd0c7uYiIiIjsmF/eu5+PrZjZa8zsm2b2HTP7zSavv9HMjgaPL5nZ9Vsdc1e0IIuIiIjIzg1bC7KZxYEPAT8DnAQeNrNPOeeORXb7LvBy59wFM/tZ4A7g72923JGpIG9263qr1e6aqdfrVCoVyuUylUqFCxcuUCqVuHTpEqdOneLcuXM8/vjjHD9+nPn5eVZWVqhWq9TrdWq12obb77FYjHq9Hg7UqtfrwPMd2WOxGIlEgnQ6TTqdpl6vE4vFSKVSZLNZCoUC+Xye+fl50uk0qVSKqakppqenSafTFItF0uk0uVyOTCbD3r17WVhYCI+XSCRIpVLE43HW1tZYW1tjdXWVUqkEQKlUCsNXqVQolUqsrq5y4cIF1tbWqFQqFAoFrr32WmZnZ7nuuuu49tpr2bt3L5OTk8Tj8fARi8W6VjgGUcha5QufZtF03WxwXjth3+mttW7fmmt1vMbP2a10adZdqfGvc461tTVKpRLFYpHHH3+cL3/5y3zzm99kYWGBarWKc45kMkk2myUej2NmYX7MZDIkk0mKxSLJZJJ4PE4qlSIWi7GwsEAymbwsTZeWlqjX62E5zGazrK6uMjExQT6fJ51OMzs7y8zMTHjuQqHA3r17mZ6eplqthuXRl0mAs2fPkkwmyWQypNNpkskksViM48ePk0qlSKVSYXm9dOlSWH59uJPJJLVaLdwnnU4Tj8fDzxGPx0kkEmEZLBaLYeuKfy2VSoW3QBuvh83ycaVSuaxMN3a92awc+Gth4zmj72lWpqLpv7KywsLCAk888QQPPPAA58+fZ3FxkXK5HMavj59yuRzGARBeexcWFsLwVKtVqtUqp06d2hBu/7dcLjfNr+VymVQqRSKRIJlMMjExQbVaZXJyklwuF6ZtJpNhZWVlw3WxXq9z+vTpDWmXzWbJZrMsLi6SyWSYnp4mn8+Ty+VYXl4Oz+vzhs+LPl/7vB2Pxzl//vxlg2j9Z/Wfq1arUalUmJ+fp1QqhfEA69e3bDbLVVddxQtf+EIOHDjAzMwMsViMfD5PIpHYcH33z/17fbnxeS1aDhOJRLhfuVwOv4OWlpYol8uUy2WWlpY4c+YM8XicU6dO8dhjj3Hy5ElKpRJLS0vhdcCH2cyoVqvhefxnjMVi1Gq18LxmRjqdxjlHNptlamqKdDrN9PQ0hUKBM2fOkMlkwu/UQqHA2bNnw+PU63WmpqaYnZ2lUqmQTqfJ5/NMT08zNzfH5OQkxWKRmZkZJicnw+/ys2fPMjk5ydTUFPl8Pswv6XT6soHOlUplQ3w2K5v+r/8ealbeWpWjxn1bXce3+r9dQzrN243Ad5xzJwDM7C+BXwDCCrJz7kuR/b8CHNzqoCNTQRYRERGRwRpQC/JeM3sk8v8dzrk7gucHgO9FXjvJ5q3Dvwzct9UJR6aC3On0NFslYLQFCmBubm5nAeyifg6A2G1axWWzlvFOBueNsm63HDcedyupVIpcLsfc3ByHDx/m9a9/fVfD0S8HDzZvkNi3b9+OjjsxMdF0ez6f39FxAZLJ5EDfD1AoFCgUCrzgBS8Y2bTvll4O6Npp+Z6ZmelSSHZm1FZvTaVSm74evdvS6ZR2vVz9sJ3z99k559yRFq81C1DTyDSzV7BeQf7JrU7YswqymWWAB4Gw3Od/AAAQN0lEQVR0cJ57nHP/OXjtV4G3A1Xgr51z7+pVOERERESkO4awi8VJ4OrI/weB7zfuZGbXAXcCP+ucO7/VQXvZgrwK3OycWzazJPCQmd0HZFnvG3Kdc27VzHbWvCIiIiIiPTek07w9DPywmb0AOAW8Afjn0R3M7BDwCeDNzrlvtXPQnlWQ3Xrbvx+JkAweDvi3wG3OudVgvzO9CsOoGsLM17Fmt4pqtRq1Wo1z585xzz33cN9997G8vBwOykgmkySTyXDAoX+eSqXCwSqLi4skk0nS6TRXXHEFuVyOkydPMjk5GQ5w8e999tlnw0Ezc3NzHDp0iFgsxtzcHLlcjtnZWXK5XHg+P/igcWqZxgtCpVLBORd2y/CPVoOb/DG6Ha/NnjcboNXJsfuV94ZpbtCtNA4u9NqN53Eoz700LHmh1cpj7Xa16qT89KL7Vifz/Y+yXnyeYciDnYRhqwHX7R5ju3E5bC3Izrmqmb0duB+IA3c5575hZr8SvP5HwH8C9gD/M/jc1U26bAA97oMcTL3xKHAt8CHn3FfN7EeAnzKz3wXKwDudcw83ee/bgLcBHDp0qJfBFBEREZE2DOOPLufcZ4DPNGz7o8jztwJv7eSYPa0gO+dqwA1mNg38lZn9WHDOGeAfAH8PuNvMXugafvoEoxPvADhy5Mjgf96JiIiI7HLDWEHuhb7MYuGcu2hmDwCvYb0z9SeCCvHXzKwO7AXO9iMs0h/NClAikSCRSHDgwAFuvfVWbr311r6HqxvLhLe7RHMvLiKtjrndW4SN3UD6NYPKsF9gm3WP2SrMreYLbja3aeO825uddys7jct2P1cvjt3uPt3USVeETmYFqNVq4dzO/lGv11laWgII58KNx+MUi8UN8w37ObP9HL/+GhOdSzc6044Fc9q36grWLM9Gu5Dt5LM204uuIdJ724n7IZ0HuSd6OYvFHFAJKsdZ4FXA77HeL/lm4IGgu0UKONercIiIiIhIdwx7A0e39LIFeT/w4aAfcgy42zl3r5mlgLvM7ClgDXhLY/eKcdfrj9vPzNuq1WxYdRLOVq2pfnDDMGbbzcLcuN2vrhjdr9nxNmtZbtXi2e0BQ/2O6+2Es5OBV+3ehRgGm8XFVunSeH3o5HrRqzTvxjWr2ZzprVrVJicnL9s2PT297XNvRz8H4HZqWMO1Xf28VrVaIbNZnHYzD6gFeYecc0eBlzTZvga8qVfnFREREZHuG9Jp3npiZFbSExEREZHBUgVZemacMlc3PkuzW1L1er1nt3GadQXoZNBKu4O2BqFXt/k7nbe123EzjHHdL83Kx7DER6fh6GT/3TpAdDuGsbvXMOh06eZu6PU8zZ1cc5t1BeoGdbEQEREREYkYxx+ZzaiCLAM3yEFM41bQt9uSNG7xsFO9WAVxuwZ9fhl+yiPN9SpeBtli38kqeo3bujGNp6Z5ExERERFpsFt+kKmCLCIiIiJtUQV5iNTrdZ566im+8pWvkMlkOHjwIFNTU0xPT5PNZkmn02QymXCVIj/HK7BhRaNarRbeHkgkEhtWIPJ/u73CkAzOZreioitfNds/FouxtraGc45KpcLa2hr1ep16vc6FCxfCFa9yuRypVIpEIsH8/Hy4CpZ/HDt2jHK5TCwWI51OMzMzQzKZpFKpbAhTvV5nYWGBxcVFqtVqGJZUKkW9XicejzM9Pc2VV15JoVAgmUySyWTC/BzN94lEIjx/dP5Z/79/T7uDFTeLUx8nvrxFj9vqHM3O086Kcv3sPhI9Z6vblI0rplWrVarVKrVaLZxj2sxIp9MbVjAzszBPNMZR9H1erVbbcG5/fj+QNZlMhmnbeE3bjuhn8n+j8RLNQ83C23j+bs4pPWjRvODzvf9eqVQqJBKJlregfVzW63UuXrwYllG/wmgsFmNlZSVcVS96jJWVlQ35xb8WTadarUatVuP06dM450gkEkxOTpLL5ahWq6TTadLp9IbrQrVaDa8b0UexWNxQpmOxGMVikVwuRzabJZVKhdedRtEVARvzZLPrbbPb/o35J3p9ajZ/+2bX+k4HVTdbDTGads45Ll26tOH4Pow+Dfx3S71eZ3l5mUwmQyaTCa/byWSS5eXlsPz6Muyv9T5f+GNHV02Mxk9j2fRhaJYmjfWc6KMT6mIhIiIiItJgWH/AdpuNwvQwR44ccY888siggyEiY6Dd1unG1uPtTO/XaYv8bvni2U3ayW+9mC6znYGm0bsRcPldn+j7O6krbHW+To83DLpZNrdapbXfzOxR59yRdva9/vrr3f3339/rIF1m//79bYexW9SCLCIiIiJt2S0/5FVBFhEREZEtaalpEZEx1e4t5Ha+CHb6RbFbvmgGqd05rZulfye3vLvRBaEbol2D2l0NtJ1BV50Mlm21TyeDN7fTBWNUylMnq+FtZrM4ajbwWSvpdUYVZBERERFpy6j8ENkpVZBFdhnfkjCoASHDSnExntpN151O8dls361WMtvJMf0Uc+VymbW1NYrFYnjXIzrdnHOObDa7YXq+6NSAm51ru2HvRlka9/LY60GK7aystx2a5k1EREREpMG4/3jxVEEWERERkbaogiwifdXu7a+dzpm5nfl8RaRzvShj/ph+xbVUKgXAnj17ehqWflwvNpsfuFU4hqmr2CjN7bzdOFMXCxERERGRBsPyg6TXVEEWGRKdXnTG+SLVTktM9PM3a0UappYlaW1Ypkfrp26upLdV/EUH5XbrnN20WfjbHWjW6fWiV4YlTntNLcgiIiIiIhG75YeAKsgiIiIisiWtpNcFZnY18GfAlUAduMM598HI6+8E/hsw55w716twiAyjQQzmGKWLWje6m4zS593NdmM6dfMz93q1x14b9vD1S7e+E/oRn+pisXNV4D845x4zszzwqJl91jl3LKg8/wzwXA/PLyIiIiJdtFt+1PSsguycmwfmg+dLZnYcOAAcA34feBfwyV6dX2SY7ZYLjIiIbG1UvhM0zVuXmdlh4CXAV83stcAp59zXRyVDiIiIiMjoVOZ3qucVZDPLAR8H3sF6t4vfAV7dxvveBrwN4NChQ70MooiIiIi0YbdUkK2Xg4XMLAncC9zvnPuAmf048DlgJdjlIPB94Ebn3OlNjrMEfLNnAZVB2wtooOb4UvqOP6XxeFP6jrcfcs7NtbOjmf0N6/mh3845517TzxP2rIJs6z8xPgwsOOfe0WKfZ4AjW81iYWaPOOeOdD+UMgyUvuNN6Tv+lMbjTekru1Eve1rfBLwZuNnMnggeP9fD84mIiIiI7FgvZ7F4CNi0o4pz7nCvzi8iIiIish2jMlfHHYMOgPSU0ne8KX3Hn9J4vCl9Zdfp6SA9EREREZFRMyotyCIiIiIifaEKsoiIiIhIxNBVkM3sajP7f2Z23My+YWa3BtvfY2anNCPGaDOzjJl9zcy+HqTve4Pts2b2WTP7dvB3ZtBhlc5tkr4qv2PEzOJm9riZ3Rv8r/I7Rpqkr8qv7DpD1wfZzPYD+51zj5lZHngUeB1wC7DsnHv/QAMoOxLMjz3pnFsOFpJ5CLgV+EXW58y+zcx+E5hxzr17kGGVzm2Svq9B5XdsmNmvA0eAKefcz5vZ+1D5HRtN0vc9qPzKLjN0LcjOuXnn3GPB8yXgOHBgsKGSbnHrloN/k8HDAb/A+sIyBH9fN4DgyQ5tkr4yJszsIPCPgDsjm1V+x0SL9BXZdYaughxlZoeBlwBfDTa93cyOmtlduoU3uoLbd08AZ4DPOue+ClzhnJuH9R9JwL5BhlG2r0X6gsrvuPgfwLuAemSbyu/4aJa+oPIru8zQVpDNLAd8HHiHc24RuB24BrgBmAf++wCDJzvgnKs5524ADgI3mtmPDTpM0j0t0lfldwyY2c8DZ5xzjw46LNJ9m6Svyq/sOkNZQQ76Ln4c+Avn3CcAnHM/CL5468D/Am4cZBhl55xzF4EHWO+f+oOg/7nvh35mgEGTLoimr8rv2LgJeK2ZPQP8JXCzmf05Kr/jomn6qvzKbjR0FeRgkM8fA8edcx+IbN8f2e31wFP9DpvsnJnNmdl08DwLvAr4W+BTwFuC3d4CfHIwIZSdaJW+Kr/jwTn3W865g865w8AbgM87596Eyu9YaJW+Kr+yGyUGHYAmbgLeDDwZ9GME+G3gn5nZDawP+HkG+DeDCZ7s0H7gw2YWZ/0H2t3OuXvN7MvA3Wb2y8BzwD8dZCBl21ql70dUfsfabaj8jrP3qfzKbjN007yJiIiIiAzS0HWxEBEREREZJFWQRUREREQiVEEWEREREYlQBVlEREREJEIVZBERERGRCFWQRWQkmdkeM3sieJw2s1OR/7/Uo3O+xMzu7MWxt8PM/tTM/skmr7/dzP5VP8MkIjIOhnEeZBGRLTnnzrO+9C1m9h5g2Tn3/h6f9reB/9Ljc3TTXcAXgT8ZdEBEREaJWpBFZOyY2XLw9x+a2RfM7G4z+5aZ3WZmbzSzr5nZk2Z2TbDfnJl93MweDh43NTlmHrjOOff14P+XR1qsHw9ex8x+IzjGUTN7b+T9/yLY9nUz+0iw7YfM7HPB9s+Z2aFg+5+a2R+Y2ZfM7IRvJbZ1f2hmx8zsr4F9kePfFmw/ambvB3DOrQDPmJmWBhYR6YBakEVk3F0P/CiwAJwA7nTO3WhmtwK/CrwD+CDw+865h4JK6v3Be6KOsHGJ3XcC/84590UzywFlM3s18MPAjYABnzKznwbOA78D3OScO2dms8Ex/hD4M+fch83sl4A/AF4XvLYf+Engxawv5XwP68v8vgj4ceAK4BhwV3C81wMvds45v9x34BHgp4CvbSfyRER2I1WQRWTcPeycmwcws6eB/xtsfxJ4RfD8VcDfMTP/nikzyzvnliLH2Q+cjfz/ReADZvYXwCeccyeDCvKrgceDfXKsV5ivB+5xzp0DcM4tBK//BPCLwfOPAO+LHP//OOfqwDEzuyLY9tPAR51zNeD7Zvb5YPsiUAbuDFqW740c5wzrlWwREWmTuliIyLhbjTyvR/6v83wjQQz4CefcDcHjQEPlGKAEZPw/zrnbgLcCWeArZvZi1luN/2vkONc65/442O7aCGt0n2i4rcU+PixV1lutP856C/TfRF7OBGEXEZE2qYIsIrLeqvx2/4+Z3dBkn+PAtZF9rnHOPemc+z3WuzG8mPWuGb8UdLnAzA6Y2T7gc8AtZrYn2O67WHwJeEPw/I3AQ1uE80HgDWYWN7P9BC3gwfkKzrnPsN5lJBr+H2Fj1xAREdmCuliIiMC/Bz5kZkdZvy4+CPxKdAfn3N+aWSHS9eIdZvYKoMZ6X+D7nHOrZvajwJeD7hrLwJucc98ws98FvmBmNda7YPzL4Lx3mdlvsN59Y6sp2f4KuJn17iHfAr4QbM8DnzSzDOutzb8Wec9NwHsREZG2mXPt3PUTEREz+zVgyTk3NHMhb8bMXgL8unPuzYMOi4jIKFEXCxGR9t3Oxr7Bw24v8B8HHQgRkVGjFmQRERERkQi1IIuIiIiIRKiCLCIiIiISoQqyiIiIiEiEKsgiIiIiIhGqIIuIiIiIRPx/IyB3IViAsSsAAAAASUVORK5CYII=
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<h3 id="6.-Compare-with-pre-computed-predictions">6. Compare with pre-computed predictions<a class="anchor-link" href="#6.-Compare-with-pre-computed-predictions">&#182;</a></h3>
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<div class="prompt input_prompt">In&nbsp;[6]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">path_pred</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="s1">&#39;predictions&#39;</span><span class="p">,</span> <span class="s1">&#39;exp123a_trainmaestromunet_testmix_mctcwe_pitch_basiccnn&#39;</span><span class="p">,</span> <span class="s1">&#39;Schubert_D911-23_SC06.npy&#39;</span><span class="p">)</span>

<span class="n">pred_precomputed</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">load</span><span class="p">(</span><span class="n">path_pred</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="n">pred_precomputed</span><span class="o">.</span><span class="n">shape</span><span class="p">)</span>

<span class="n">fig</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="n">gridspec_kw</span><span class="o">=</span><span class="p">{</span><span class="s1">&#39;width_ratios&#39;</span><span class="p">:</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="mf">0.05</span><span class="p">]},</span> <span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">10</span><span class="p">,</span> <span class="mf">3.5</span><span class="p">))</span>
<span class="n">im</span> <span class="o">=</span> <span class="n">libfmp</span><span class="o">.</span><span class="n">b</span><span class="o">.</span><span class="n">plot_matrix</span><span class="p">(</span><span class="n">pred_precomputed</span><span class="o">.</span><span class="n">T</span><span class="p">[:,</span> <span class="nb">int</span><span class="p">(</span><span class="n">start_sec</span><span class="o">*</span><span class="n">fs_hcqt</span><span class="p">):</span><span class="nb">int</span><span class="p">(</span><span class="n">show_sec</span><span class="o">*</span><span class="n">fs_hcqt</span><span class="p">)],</span> <span class="n">Fs</span><span class="o">=</span><span class="n">fs_hcqt</span><span class="p">,</span> <span class="n">ax</span><span class="o">=</span><span class="n">ax</span><span class="p">,</span> <span class="n">cmap</span><span class="o">=</span><span class="s1">&#39;gray_r&#39;</span><span class="p">,</span> <span class="n">ylabel</span><span class="o">=</span><span class="s1">&#39;MIDI pitch&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set_yticks</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">73</span><span class="p">,</span> <span class="mi">12</span><span class="p">))</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set_yticklabels</span><span class="p">([</span><span class="nb">str</span><span class="p">(</span><span class="mi">24</span><span class="o">+</span><span class="mi">12</span><span class="o">*</span><span class="n">octave</span><span class="p">)</span> <span class="k">for</span> <span class="n">octave</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="n">num_octaves</span><span class="o">+</span><span class="mi">1</span><span class="p">)])</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s1">&#39;Multi-pitch predictions&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set_xticklabels</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="n">start_sec</span><span class="o">-</span><span class="mi">5</span><span class="p">,</span> <span class="n">show_sec</span><span class="o">+</span><span class="mi">5</span><span class="p">,</span> <span class="mi">5</span><span class="p">))</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">set_ylim</span><span class="p">([</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">])</span>
<span class="n">plt</span><span class="o">.</span><span class="n">tight_layout</span><span class="p">()</span>
</pre></div>

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<pre>(7600, 72)
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