P1_Facial_Keypoints/4. Fun with Keypoints.html

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<title>4. Fun with Keypoints</title>

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

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

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

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

*/
.highlight-base {
  color: #000;
}
.highlight-variable {
  color: #000;
}
.highlight-variable-2 {
  color: #1a1a1a;
}
.highlight-variable-3 {
  color: #333333;
}
.highlight-string {
  color: #BA2121;
}
.highlight-comment {
  color: #408080;
  font-style: italic;
}
.highlight-number {
  color: #080;
}
.highlight-atom {
  color: #88F;
}
.highlight-keyword {
  color: #008000;
  font-weight: bold;
}
.highlight-builtin {
  color: #008000;
}
.highlight-error {
  color: #f00;
}
.highlight-operator {
  color: #AA22FF;
  font-weight: bold;
}
.highlight-meta {
  color: #AA22FF;
}
/* previously not defined, copying from default codemirror */
.highlight-def {
  color: #00f;
}
.highlight-string-2 {
  color: #f50;
}
.highlight-qualifier {
  color: #555;
}
.highlight-bracket {
  color: #997;
}
.highlight-tag {
  color: #170;
}
.highlight-attribute {
  color: #00c;
}
.highlight-header {
  color: blue;
}
.highlight-quote {
  color: #090;
}
.highlight-link {
  color: #00c;
}
/* apply the same style to codemirror */
.cm-s-ipython span.cm-keyword {
  color: #008000;
  font-weight: bold;
}
.cm-s-ipython span.cm-atom {
  color: #88F;
}
.cm-s-ipython span.cm-number {
  color: #080;
}
.cm-s-ipython span.cm-def {
  color: #00f;
}
.cm-s-ipython span.cm-variable {
  color: #000;
}
.cm-s-ipython span.cm-operator {
  color: #AA22FF;
  font-weight: bold;
}
.cm-s-ipython span.cm-variable-2 {
  color: #1a1a1a;
}
.cm-s-ipython span.cm-variable-3 {
  color: #333333;
}
.cm-s-ipython span.cm-comment {
  color: #408080;
  font-style: italic;
}
.cm-s-ipython span.cm-string {
  color: #BA2121;
}
.cm-s-ipython span.cm-string-2 {
  color: #f50;
}
.cm-s-ipython span.cm-meta {
  color: #AA22FF;
}
.cm-s-ipython span.cm-qualifier {
  color: #555;
}
.cm-s-ipython span.cm-builtin {
  color: #008000;
}
.cm-s-ipython span.cm-bracket {
  color: #997;
}
.cm-s-ipython span.cm-tag {
  color: #170;
}
.cm-s-ipython span.cm-attribute {
  color: #00c;
}
.cm-s-ipython span.cm-header {
  color: blue;
}
.cm-s-ipython span.cm-quote {
  color: #090;
}
.cm-s-ipython span.cm-link {
  color: #00c;
}
.cm-s-ipython span.cm-error {
  color: #f00;
}
.cm-s-ipython span.cm-tab {
  background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
  background-position: right;
  background-repeat: no-repeat;
}
div.output_wrapper {
  /* this position must be relative to enable descendents to be absolute within it */
  position: relative;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  z-index: 1;
}
/* class for the output area when it should be height-limited */
div.output_scroll {
  /* ideally, this would be max-height, but FF barfs all over that */
  height: 24em;
  /* FF needs this *and the wrapper* to specify full width, or it will shrinkwrap */
  width: 100%;
  overflow: auto;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  display: block;
}
/* output div while it is collapsed */
div.output_collapsed {
  margin: 0px;
  padding: 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
div.out_prompt_overlay {
  height: 100%;
  padding: 0px 0.4em;
  position: absolute;
  border-radius: 2px;
}
div.out_prompt_overlay:hover {
  /* use inner shadow to get border that is computed the same on WebKit/FF */
  -webkit-box-shadow: inset 0 0 1px #000;
  box-shadow: inset 0 0 1px #000;
  background: rgba(240, 240, 240, 0.5);
}
div.output_prompt {
  color: #D84315;
}
/* This class is the outer container of all output sections. */
div.output_area {
  padding: 0px;
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.output_area .MathJax_Display {
  text-align: left !important;
}
div.output_area .rendered_html table {
  margin-left: 0;
  margin-right: 0;
}
div.output_area .rendered_html img {
  margin-left: 0;
  margin-right: 0;
}
div.output_area img,
div.output_area svg {
  max-width: 100%;
  height: auto;
}
div.output_area img.unconfined,
div.output_area svg.unconfined {
  max-width: none;
}
div.output_area .mglyph > img {
  max-width: none;
}
/* This is needed to protect the pre formating from global settings such
   as that of bootstrap */
.output {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.output_area {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
div.output_area pre {
  margin: 0;
  padding: 1px 0 1px 0;
  border: 0;
  vertical-align: baseline;
  color: black;
  background-color: transparent;
  border-radius: 0;
}
/* This class is for the output subarea inside the output_area and after
   the prompt div. */
div.output_subarea {
  overflow-x: auto;
  padding: 0.4em;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
  max-width: calc(100% - 14ex);
}
div.output_scroll div.output_subarea {
  overflow-x: visible;
}
/* The rest of the output_* classes are for special styling of the different
   output types */
/* all text output has this class: */
div.output_text {
  text-align: left;
  color: #000;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
}
/* stdout/stderr are 'text' as well as 'stream', but execute_result/error are *not* streams */
div.output_stderr {
  background: #fdd;
  /* very light red background for stderr */
}
div.output_latex {
  text-align: left;
}
/* Empty output_javascript divs should have no height */
div.output_javascript:empty {
  padding: 0;
}
.js-error {
  color: darkred;
}
/* raw_input styles */
div.raw_input_container {
  line-height: 1.21429em;
  padding-top: 5px;
}
pre.raw_input_prompt {
  /* nothing needed here. */
}
input.raw_input {
  font-family: monospace;
  font-size: inherit;
  color: inherit;
  width: auto;
  /* make sure input baseline aligns with prompt */
  vertical-align: baseline;
  /* padding + margin = 0.5em between prompt and cursor */
  padding: 0em 0.25em;
  margin: 0em 0.25em;
}
input.raw_input:focus {
  box-shadow: none;
}
p.p-space {
  margin-bottom: 10px;
}
div.output_unrecognized {
  padding: 5px;
  font-weight: bold;
  color: red;
}
div.output_unrecognized a {
  color: inherit;
  text-decoration: none;
}
div.output_unrecognized a:hover {
  color: inherit;
  text-decoration: none;
}
.rendered_html {
  color: #000;
  /* any extras will just be numbers: */
}
.rendered_html em {
  font-style: italic;
}
.rendered_html strong {
  font-weight: bold;
}
.rendered_html u {
  text-decoration: underline;
}
.rendered_html :link {
  text-decoration: underline;
}
.rendered_html :visited {
  text-decoration: underline;
}
.rendered_html h1 {
  font-size: 185.7%;
  margin: 1.08em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h2 {
  font-size: 157.1%;
  margin: 1.27em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h3 {
  font-size: 128.6%;
  margin: 1.55em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h4 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h5 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h6 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h1:first-child {
  margin-top: 0.538em;
}
.rendered_html h2:first-child {
  margin-top: 0.636em;
}
.rendered_html h3:first-child {
  margin-top: 0.777em;
}
.rendered_html h4:first-child {
  margin-top: 1em;
}
.rendered_html h5:first-child {
  margin-top: 1em;
}
.rendered_html h6:first-child {
  margin-top: 1em;
}
.rendered_html ul:not(.list-inline),
.rendered_html ol:not(.list-inline) {
  padding-left: 2em;
}
.rendered_html ul {
  list-style: disc;
}
.rendered_html ul ul {
  list-style: square;
  margin-top: 0;
}
.rendered_html ul ul ul {
  list-style: circle;
}
.rendered_html ol {
  list-style: decimal;
}
.rendered_html ol ol {
  list-style: upper-alpha;
  margin-top: 0;
}
.rendered_html ol ol ol {
  list-style: lower-alpha;
}
.rendered_html ol ol ol ol {
  list-style: lower-roman;
}
.rendered_html ol ol ol ol ol {
  list-style: decimal;
}
.rendered_html * + ul {
  margin-top: 1em;
}
.rendered_html * + ol {
  margin-top: 1em;
}
.rendered_html hr {
  color: black;
  background-color: black;
}
.rendered_html pre {
  margin: 1em 2em;
  padding: 0px;
  background-color: #fff;
}
.rendered_html code {
  background-color: #eff0f1;
}
.rendered_html p code {
  padding: 1px 5px;
}
.rendered_html pre code {
  background-color: #fff;
}
.rendered_html pre,
.rendered_html code {
  border: 0;
  color: #000;
  font-size: 100%;
}
.rendered_html blockquote {
  margin: 1em 2em;
}
.rendered_html table {
  margin-left: auto;
  margin-right: auto;
  border: none;
  border-collapse: collapse;
  border-spacing: 0;
  color: black;
  font-size: 12px;
  table-layout: fixed;
}
.rendered_html thead {
  border-bottom: 1px solid black;
  vertical-align: bottom;
}
.rendered_html tr,
.rendered_html th,
.rendered_html td {
  text-align: right;
  vertical-align: middle;
  padding: 0.5em 0.5em;
  line-height: normal;
  white-space: normal;
  max-width: none;
  border: none;
}
.rendered_html th {
  font-weight: bold;
}
.rendered_html tbody tr:nth-child(odd) {
  background: #f5f5f5;
}
.rendered_html tbody tr:hover {
  background: rgba(66, 165, 245, 0.2);
}
.rendered_html * + table {
  margin-top: 1em;
}
.rendered_html p {
  text-align: left;
}
.rendered_html * + p {
  margin-top: 1em;
}
.rendered_html img {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.rendered_html * + img {
  margin-top: 1em;
}
.rendered_html img,
.rendered_html svg {
  max-width: 100%;
  height: auto;
}
.rendered_html img.unconfined,
.rendered_html svg.unconfined {
  max-width: none;
}
.rendered_html .alert {
  margin-bottom: initial;
}
.rendered_html * + .alert {
  margin-top: 1em;
}
[dir="rtl"] .rendered_html p {
  text-align: right;
}
div.text_cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.text_cell > div.prompt {
    display: none;
  }
}
div.text_cell_render {
  /*font-family: "Helvetica Neue", Arial, Helvetica, Geneva, sans-serif;*/
  outline: none;
  resize: none;
  width: inherit;
  border-style: none;
  padding: 0.5em 0.5em 0.5em 0.4em;
  color: #000;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
a.anchor-link:link {
  text-decoration: none;
  padding: 0px 20px;
  visibility: hidden;
}
h1:hover .anchor-link,
h2:hover .anchor-link,
h3:hover .anchor-link,
h4:hover .anchor-link,
h5:hover .anchor-link,
h6:hover .anchor-link {
  visibility: visible;
}
.text_cell.rendered .input_area {
  display: none;
}
.text_cell.rendered .rendered_html {
  overflow-x: auto;
  overflow-y: hidden;
}
.text_cell.rendered .rendered_html tr,
.text_cell.rendered .rendered_html th,
.text_cell.rendered .rendered_html td {
  max-width: none;
}
.text_cell.unrendered .text_cell_render {
  display: none;
}
.text_cell .dropzone .input_area {
  border: 2px dashed #bababa;
  margin: -1px;
}
.cm-header-1,
.cm-header-2,
.cm-header-3,
.cm-header-4,
.cm-header-5,
.cm-header-6 {
  font-weight: bold;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
}
.cm-header-1 {
  font-size: 185.7%;
}
.cm-header-2 {
  font-size: 157.1%;
}
.cm-header-3 {
  font-size: 128.6%;
}
.cm-header-4 {
  font-size: 110%;
}
.cm-header-5 {
  font-size: 100%;
  font-style: italic;
}
.cm-header-6 {
  font-size: 100%;
  font-style: italic;
}
/*!
*
* IPython notebook webapp
*
*/
@media (max-width: 767px) {
  .notebook_app {
    padding-left: 0px;
    padding-right: 0px;
  }
}
#ipython-main-app {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook_panel {
  margin: 0px;
  padding: 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook {
  font-size: 14px;
  line-height: 20px;
  overflow-y: hidden;
  overflow-x: auto;
  width: 100%;
  /* This spaces the page away from the edge of the notebook area */
  padding-top: 20px;
  margin: 0px;
  outline: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  min-height: 100%;
}
@media not print {
  #notebook-container {
    padding: 15px;
    background-color: #fff;
    min-height: 0;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
@media print {
  #notebook-container {
    width: 100%;
  }
}
div.ui-widget-content {
  border: 1px solid #ababab;
  outline: none;
}
pre.dialog {
  background-color: #f7f7f7;
  border: 1px solid #ddd;
  border-radius: 2px;
  padding: 0.4em;
  padding-left: 2em;
}
p.dialog {
  padding: 0.2em;
}
/* Word-wrap output correctly.  This is the CSS3 spelling, though Firefox seems
   to not honor it correctly.  Webkit browsers (Chrome, rekonq, Safari) do.
 */
pre,
code,
kbd,
samp {
  white-space: pre-wrap;
}
#fonttest {
  font-family: monospace;
}
p {
  margin-bottom: 0;
}
.end_space {
  min-height: 100px;
  transition: height .2s ease;
}
.notebook_app > #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
@media not print {
  .notebook_app {
    background-color: #EEE;
  }
}
kbd {
  border-style: solid;
  border-width: 1px;
  box-shadow: none;
  margin: 2px;
  padding-left: 2px;
  padding-right: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
.jupyter-keybindings {
  padding: 1px;
  line-height: 24px;
  border-bottom: 1px solid gray;
}
.jupyter-keybindings input {
  margin: 0;
  padding: 0;
  border: none;
}
.jupyter-keybindings i {
  padding: 6px;
}
.well code {
  background-color: #ffffff;
  border-color: #ababab;
  border-width: 1px;
  border-style: solid;
  padding: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
/* CSS for the cell toolbar */
.celltoolbar {
  border: thin solid #CFCFCF;
  border-bottom: none;
  background: #EEE;
  border-radius: 2px 2px 0px 0px;
  width: 100%;
  height: 29px;
  padding-right: 4px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
  display: -webkit-flex;
}
@media print {
  .celltoolbar {
    display: none;
  }
}
.ctb_hideshow {
  display: none;
  vertical-align: bottom;
}
/* ctb_show is added to the ctb_hideshow div to show the cell toolbar.
   Cell toolbars are only shown when the ctb_global_show class is also set.
*/
.ctb_global_show .ctb_show.ctb_hideshow {
  display: block;
}
.ctb_global_show .ctb_show + .input_area,
.ctb_global_show .ctb_show + div.text_cell_input,
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border-top-right-radius: 0px;
  border-top-left-radius: 0px;
}
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border: 1px solid #cfcfcf;
}
.celltoolbar {
  font-size: 87%;
  padding-top: 3px;
}
.celltoolbar select {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  width: inherit;
  font-size: inherit;
  height: 22px;
  padding: 0px;
  display: inline-block;
}
.celltoolbar select:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.celltoolbar select::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.celltoolbar select:-ms-input-placeholder {
  color: #999;
}
.celltoolbar select::-webkit-input-placeholder {
  color: #999;
}
.celltoolbar select::-ms-expand {
  border: 0;
  background-color: transparent;
}
.celltoolbar select[disabled],
.celltoolbar select[readonly],
fieldset[disabled] .celltoolbar select {
  background-color: #eeeeee;
  opacity: 1;
}
.celltoolbar select[disabled],
fieldset[disabled] .celltoolbar select {
  cursor: not-allowed;
}
textarea.celltoolbar select {
  height: auto;
}
select.celltoolbar select {
  height: 30px;
  line-height: 30px;
}
textarea.celltoolbar select,
select[multiple].celltoolbar select {
  height: auto;
}
.celltoolbar label {
  margin-left: 5px;
  margin-right: 5px;
}
.tags_button_container {
  width: 100%;
  display: flex;
}
.tag-container {
  display: flex;
  flex-direction: row;
  flex-grow: 1;
  overflow: hidden;
  position: relative;
}
.tag-container > * {
  margin: 0 4px;
}
.remove-tag-btn {
  margin-left: 4px;
}
.tags-input {
  display: flex;
}
.cell-tag:last-child:after {
  content: "";
  position: absolute;
  right: 0;
  width: 40px;
  height: 100%;
  /* Fade to background color of cell toolbar */
  background: linear-gradient(to right, rgba(0, 0, 0, 0), #EEE);
}
.tags-input > * {
  margin-left: 4px;
}
.cell-tag,
.tags-input input,
.tags-input button {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  box-shadow: none;
  width: inherit;
  font-size: inherit;
  height: 22px;
  line-height: 22px;
  padding: 0px 4px;
  display: inline-block;
}
.cell-tag:focus,
.tags-input input:focus,
.tags-input button:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.cell-tag::-moz-placeholder,
.tags-input input::-moz-placeholder,
.tags-input button::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.cell-tag:-ms-input-placeholder,
.tags-input input:-ms-input-placeholder,
.tags-input button:-ms-input-placeholder {
  color: #999;
}
.cell-tag::-webkit-input-placeholder,
.tags-input input::-webkit-input-placeholder,
.tags-input button::-webkit-input-placeholder {
  color: #999;
}
.cell-tag::-ms-expand,
.tags-input input::-ms-expand,
.tags-input button::-ms-expand {
  border: 0;
  background-color: transparent;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
.cell-tag[readonly],
.tags-input input[readonly],
.tags-input button[readonly],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  background-color: #eeeeee;
  opacity: 1;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  cursor: not-allowed;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button {
  height: auto;
}
select.cell-tag,
select.tags-input input,
select.tags-input button {
  height: 30px;
  line-height: 30px;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button,
select[multiple].cell-tag,
select[multiple].tags-input input,
select[multiple].tags-input button {
  height: auto;
}
.cell-tag,
.tags-input button {
  padding: 0px 4px;
}
.cell-tag {
  background-color: #fff;
  white-space: nowrap;
}
.tags-input input[type=text]:focus {
  outline: none;
  box-shadow: none;
  border-color: #ccc;
}
.completions {
  position: absolute;
  z-index: 110;
  overflow: hidden;
  border: 1px solid #ababab;
  border-radius: 2px;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  line-height: 1;
}
.completions select {
  background: white;
  outline: none;
  border: none;
  padding: 0px;
  margin: 0px;
  overflow: auto;
  font-family: monospace;
  font-size: 110%;
  color: #000;
  width: auto;
}
.completions select option.context {
  color: #286090;
}
#kernel_logo_widget .current_kernel_logo {
  display: none;
  margin-top: -1px;
  margin-bottom: -1px;
  width: 32px;
  height: 32px;
}
[dir="rtl"] #kernel_logo_widget {
  float: left !important;
  float: left;
}
.modal .modal-body .move-path {
  display: flex;
  flex-direction: row;
  justify-content: space;
  align-items: center;
}
.modal .modal-body .move-path .server-root {
  padding-right: 20px;
}
.modal .modal-body .move-path .path-input {
  flex: 1;
}
#menubar {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  margin-top: 1px;
}
#menubar .navbar {
  border-top: 1px;
  border-radius: 0px 0px 2px 2px;
  margin-bottom: 0px;
}
#menubar .navbar-toggle {
  float: left;
  padding-top: 7px;
  padding-bottom: 7px;
  border: none;
}
#menubar .navbar-collapse {
  clear: left;
}
[dir="rtl"] #menubar .navbar-toggle {
  float: right;
}
[dir="rtl"] #menubar .navbar-collapse {
  clear: right;
}
[dir="rtl"] #menubar .navbar-nav {
  float: right;
}
[dir="rtl"] #menubar .nav {
  padding-right: 0px;
}
[dir="rtl"] #menubar .navbar-nav > li {
  float: right;
}
[dir="rtl"] #menubar .navbar-right {
  float: left !important;
}
[dir="rtl"] ul.dropdown-menu {
  text-align: right;
  left: auto;
}
[dir="rtl"] ul#new-menu.dropdown-menu {
  right: auto;
  left: 0;
}
.nav-wrapper {
  border-bottom: 1px solid #e7e7e7;
}
i.menu-icon {
  padding-top: 4px;
}
[dir="rtl"] i.menu-icon.pull-right {
  float: left !important;
  float: left;
}
ul#help_menu li a {
  overflow: hidden;
  padding-right: 2.2em;
}
ul#help_menu li a i {
  margin-right: -1.2em;
}
[dir="rtl"] ul#help_menu li a {
  padding-left: 2.2em;
}
[dir="rtl"] ul#help_menu li a i {
  margin-right: 0;
  margin-left: -1.2em;
}
[dir="rtl"] ul#help_menu li a i.pull-right {
  float: left !important;
  float: left;
}
.dropdown-submenu {
  position: relative;
}
.dropdown-submenu > .dropdown-menu {
  top: 0;
  left: 100%;
  margin-top: -6px;
  margin-left: -1px;
}
[dir="rtl"] .dropdown-submenu > .dropdown-menu {
  right: 100%;
  margin-right: -1px;
}
.dropdown-submenu:hover > .dropdown-menu {
  display: block;
}
.dropdown-submenu > a:after {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  display: block;
  content: "\f0da";
  float: right;
  color: #333333;
  margin-top: 2px;
  margin-right: -10px;
}
.dropdown-submenu > a:after.fa-pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.fa-pull-right {
  margin-left: .3em;
}
.dropdown-submenu > a:after.pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.pull-right {
  margin-left: .3em;
}
[dir="rtl"] .dropdown-submenu > a:after {
  float: left;
  content: "\f0d9";
  margin-right: 0;
  margin-left: -10px;
}
.dropdown-submenu:hover > a:after {
  color: #262626;
}
.dropdown-submenu.pull-left {
  float: none;
}
.dropdown-submenu.pull-left > .dropdown-menu {
  left: -100%;
  margin-left: 10px;
}
#notification_area {
  float: right !important;
  float: right;
  z-index: 10;
}
[dir="rtl"] #notification_area {
  float: left !important;
  float: left;
}
.indicator_area {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] .indicator_area {
  float: left !important;
  float: left;
}
#kernel_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  border-left: 1px solid;
}
#kernel_indicator .kernel_indicator_name {
  padding-left: 5px;
  padding-right: 5px;
}
[dir="rtl"] #kernel_indicator {
  float: left !important;
  float: left;
  border-left: 0;
  border-right: 1px solid;
}
#modal_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] #modal_indicator {
  float: left !important;
  float: left;
}
#readonly-indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  margin-top: 2px;
  margin-bottom: 0px;
  margin-left: 0px;
  margin-right: 0px;
  display: none;
}
.modal_indicator:before {
  width: 1.28571429em;
  text-align: center;
}
.edit_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f040";
}
.edit_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.edit_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: ' ';
}
.command_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f10c";
}
.kernel_idle_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f111";
}
.kernel_busy_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f1e2";
}
.kernel_dead_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f127";
}
.kernel_disconnected_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.pull-right {
  margin-left: .3em;
}
.notification_widget {
  color: #777;
  z-index: 10;
  background: rgba(240, 240, 240, 0.5);
  margin-right: 4px;
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget:focus,
.notification_widget.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.notification_widget:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active:hover,
.notification_widget.active:hover,
.open > .dropdown-toggle.notification_widget:hover,
.notification_widget:active:focus,
.notification_widget.active:focus,
.open > .dropdown-toggle.notification_widget:focus,
.notification_widget:active.focus,
.notification_widget.active.focus,
.open > .dropdown-toggle.notification_widget.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  background-image: none;
}
.notification_widget.disabled:hover,
.notification_widget[disabled]:hover,
fieldset[disabled] .notification_widget:hover,
.notification_widget.disabled:focus,
.notification_widget[disabled]:focus,
fieldset[disabled] .notification_widget:focus,
.notification_widget.disabled.focus,
.notification_widget[disabled].focus,
fieldset[disabled] .notification_widget.focus {
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget .badge {
  color: #fff;
  background-color: #333;
}
.notification_widget.warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning:focus,
.notification_widget.warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.notification_widget.warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active:hover,
.notification_widget.warning.active:hover,
.open > .dropdown-toggle.notification_widget.warning:hover,
.notification_widget.warning:active:focus,
.notification_widget.warning.active:focus,
.open > .dropdown-toggle.notification_widget.warning:focus,
.notification_widget.warning:active.focus,
.notification_widget.warning.active.focus,
.open > .dropdown-toggle.notification_widget.warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  background-image: none;
}
.notification_widget.warning.disabled:hover,
.notification_widget.warning[disabled]:hover,
fieldset[disabled] .notification_widget.warning:hover,
.notification_widget.warning.disabled:focus,
.notification_widget.warning[disabled]:focus,
fieldset[disabled] .notification_widget.warning:focus,
.notification_widget.warning.disabled.focus,
.notification_widget.warning[disabled].focus,
fieldset[disabled] .notification_widget.warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.notification_widget.success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success:focus,
.notification_widget.success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.notification_widget.success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active:hover,
.notification_widget.success.active:hover,
.open > .dropdown-toggle.notification_widget.success:hover,
.notification_widget.success:active:focus,
.notification_widget.success.active:focus,
.open > .dropdown-toggle.notification_widget.success:focus,
.notification_widget.success:active.focus,
.notification_widget.success.active.focus,
.open > .dropdown-toggle.notification_widget.success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  background-image: none;
}
.notification_widget.success.disabled:hover,
.notification_widget.success[disabled]:hover,
fieldset[disabled] .notification_widget.success:hover,
.notification_widget.success.disabled:focus,
.notification_widget.success[disabled]:focus,
fieldset[disabled] .notification_widget.success:focus,
.notification_widget.success.disabled.focus,
.notification_widget.success[disabled].focus,
fieldset[disabled] .notification_widget.success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.notification_widget.info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info:focus,
.notification_widget.info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.notification_widget.info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active:hover,
.notification_widget.info.active:hover,
.open > .dropdown-toggle.notification_widget.info:hover,
.notification_widget.info:active:focus,
.notification_widget.info.active:focus,
.open > .dropdown-toggle.notification_widget.info:focus,
.notification_widget.info:active.focus,
.notification_widget.info.active.focus,
.open > .dropdown-toggle.notification_widget.info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  background-image: none;
}
.notification_widget.info.disabled:hover,
.notification_widget.info[disabled]:hover,
fieldset[disabled] .notification_widget.info:hover,
.notification_widget.info.disabled:focus,
.notification_widget.info[disabled]:focus,
fieldset[disabled] .notification_widget.info:focus,
.notification_widget.info.disabled.focus,
.notification_widget.info[disabled].focus,
fieldset[disabled] .notification_widget.info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.notification_widget.danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger:focus,
.notification_widget.danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.notification_widget.danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active:hover,
.notification_widget.danger.active:hover,
.open > .dropdown-toggle.notification_widget.danger:hover,
.notification_widget.danger:active:focus,
.notification_widget.danger.active:focus,
.open > .dropdown-toggle.notification_widget.danger:focus,
.notification_widget.danger:active.focus,
.notification_widget.danger.active.focus,
.open > .dropdown-toggle.notification_widget.danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  background-image: none;
}
.notification_widget.danger.disabled:hover,
.notification_widget.danger[disabled]:hover,
fieldset[disabled] .notification_widget.danger:hover,
.notification_widget.danger.disabled:focus,
.notification_widget.danger[disabled]:focus,
fieldset[disabled] .notification_widget.danger:focus,
.notification_widget.danger.disabled.focus,
.notification_widget.danger[disabled].focus,
fieldset[disabled] .notification_widget.danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger .badge {
  color: #d9534f;
  background-color: #fff;
}
div#pager {
  background-color: #fff;
  font-size: 14px;
  line-height: 20px;
  overflow: hidden;
  display: none;
  position: fixed;
  bottom: 0px;
  width: 100%;
  max-height: 50%;
  padding-top: 8px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  /* Display over codemirror */
  z-index: 100;
  /* Hack which prevents jquery ui resizable from changing top. */
  top: auto !important;
}
div#pager pre {
  line-height: 1.21429em;
  color: #000;
  background-color: #f7f7f7;
  padding: 0.4em;
}
div#pager #pager-button-area {
  position: absolute;
  top: 8px;
  right: 20px;
}
div#pager #pager-contents {
  position: relative;
  overflow: auto;
  width: 100%;
  height: 100%;
}
div#pager #pager-contents #pager-container {
  position: relative;
  padding: 15px 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
div#pager .ui-resizable-handle {
  top: 0px;
  height: 8px;
  background: #f7f7f7;
  border-top: 1px solid #cfcfcf;
  border-bottom: 1px solid #cfcfcf;
  /* This injects handle bars (a short, wide = symbol) for 
        the resize handle. */
}
div#pager .ui-resizable-handle::after {
  content: '';
  top: 2px;
  left: 50%;
  height: 3px;
  width: 30px;
  margin-left: -15px;
  position: absolute;
  border-top: 1px solid #cfcfcf;
}
.quickhelp {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  line-height: 1.8em;
}
.shortcut_key {
  display: inline-block;
  width: 21ex;
  text-align: right;
  font-family: monospace;
}
.shortcut_descr {
  display: inline-block;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
span.save_widget {
  height: 30px;
  margin-top: 4px;
  display: flex;
  justify-content: flex-start;
  align-items: baseline;
  width: 50%;
  flex: 1;
}
span.save_widget span.filename {
  height: 100%;
  line-height: 1em;
  margin-left: 16px;
  border: none;
  font-size: 146.5%;
  text-overflow: ellipsis;
  overflow: hidden;
  white-space: nowrap;
  border-radius: 2px;
}
span.save_widget span.filename:hover {
  background-color: #e6e6e6;
}
[dir="rtl"] span.save_widget.pull-left {
  float: right !important;
  float: right;
}
[dir="rtl"] span.save_widget span.filename {
  margin-left: 0;
  margin-right: 16px;
}
span.checkpoint_status,
span.autosave_status {
  font-size: small;
  white-space: nowrap;
  padding: 0 5px;
}
@media (max-width: 767px) {
  span.save_widget {
    font-size: small;
    padding: 0 0 0 5px;
  }
  span.checkpoint_status,
  span.autosave_status {
    display: none;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  span.checkpoint_status {
    display: none;
  }
  span.autosave_status {
    font-size: x-small;
  }
}
.toolbar {
  padding: 0px;
  margin-left: -5px;
  margin-top: 2px;
  margin-bottom: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.toolbar select,
.toolbar label {
  width: auto;
  vertical-align: middle;
  margin-right: 2px;
  margin-bottom: 0px;
  display: inline;
  font-size: 92%;
  margin-left: 0.3em;
  margin-right: 0.3em;
  padding: 0px;
  padding-top: 3px;
}
.toolbar .btn {
  padding: 2px 8px;
}
.toolbar .btn-group {
  margin-top: 0px;
  margin-left: 5px;
}
.toolbar-btn-label {
  margin-left: 6px;
}
#maintoolbar {
  margin-bottom: -3px;
  margin-top: -8px;
  border: 0px;
  min-height: 27px;
  margin-left: 0px;
  padding-top: 11px;
  padding-bottom: 3px;
}
#maintoolbar .navbar-text {
  float: none;
  vertical-align: middle;
  text-align: right;
  margin-left: 5px;
  margin-right: 0px;
  margin-top: 0px;
}
.select-xs {
  height: 24px;
}
[dir="rtl"] .btn-group > .btn,
.btn-group-vertical > .btn {
  float: right;
}
.pulse,
.dropdown-menu > li > a.pulse,
li.pulse > a.dropdown-toggle,
li.pulse.open > a.dropdown-toggle {
  background-color: #F37626;
  color: white;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
/** WARNING IF YOU ARE EDITTING THIS FILE, if this is a .css file, It has a lot
 * of chance of beeing generated from the ../less/[samename].less file, you can
 * try to get back the less file by reverting somme commit in history
 **/
/*
 * We'll try to get something pretty, so we
 * have some strange css to have the scroll bar on
 * the left with fix button on the top right of the tooltip
 */
@-moz-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-webkit-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-moz-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
@-webkit-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
/*properties of tooltip after "expand"*/
.bigtooltip {
  overflow: auto;
  height: 200px;
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
}
/*properties of tooltip before "expand"*/
.smalltooltip {
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
  text-overflow: ellipsis;
  overflow: hidden;
  height: 80px;
}
.tooltipbuttons {
  position: absolute;
  padding-right: 15px;
  top: 0px;
  right: 0px;
}
.tooltiptext {
  /*avoid the button to overlap on some docstring*/
  padding-right: 30px;
}
.ipython_tooltip {
  max-width: 700px;
  /*fade-in animation when inserted*/
  -webkit-animation: fadeOut 400ms;
  -moz-animation: fadeOut 400ms;
  animation: fadeOut 400ms;
  -webkit-animation: fadeIn 400ms;
  -moz-animation: fadeIn 400ms;
  animation: fadeIn 400ms;
  vertical-align: middle;
  background-color: #f7f7f7;
  overflow: visible;
  border: #ababab 1px solid;
  outline: none;
  padding: 3px;
  margin: 0px;
  padding-left: 7px;
  font-family: monospace;
  min-height: 50px;
  -moz-box-shadow: 0px 6px 10px -1px #adadad;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  border-radius: 2px;
  position: absolute;
  z-index: 1000;
}
.ipython_tooltip a {
  float: right;
}
.ipython_tooltip .tooltiptext pre {
  border: 0;
  border-radius: 0;
  font-size: 100%;
  background-color: #f7f7f7;
}
.pretooltiparrow {
  left: 0px;
  margin: 0px;
  top: -16px;
  width: 40px;
  height: 16px;
  overflow: hidden;
  position: absolute;
}
.pretooltiparrow:before {
  background-color: #f7f7f7;
  border: 1px #ababab solid;
  z-index: 11;
  content: "";
  position: absolute;
  left: 15px;
  top: 10px;
  width: 25px;
  height: 25px;
  -webkit-transform: rotate(45deg);
  -moz-transform: rotate(45deg);
  -ms-transform: rotate(45deg);
  -o-transform: rotate(45deg);
}
ul.typeahead-list i {
  margin-left: -10px;
  width: 18px;
}
[dir="rtl"] ul.typeahead-list i {
  margin-left: 0;
  margin-right: -10px;
}
ul.typeahead-list {
  max-height: 80vh;
  overflow: auto;
}
ul.typeahead-list > li > a {
  /** Firefox bug **/
  /* see https://github.com/jupyter/notebook/issues/559 */
  white-space: normal;
}
ul.typeahead-list  > li > a.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .typeahead-list {
  text-align: right;
}
.cmd-palette .modal-body {
  padding: 7px;
}
.cmd-palette form {
  background: white;
}
.cmd-palette input {
  outline: none;
}
.no-shortcut {
  min-width: 20px;
  color: transparent;
}
[dir="rtl"] .no-shortcut.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .command-shortcut.pull-right {
  float: left !important;
  float: left;
}
.command-shortcut:before {
  content: "(command mode)";
  padding-right: 3px;
  color: #777777;
}
.edit-shortcut:before {
  content: "(edit)";
  padding-right: 3px;
  color: #777777;
}
[dir="rtl"] .edit-shortcut.pull-right {
  float: left !important;
  float: left;
}
#find-and-replace #replace-preview .match,
#find-and-replace #replace-preview .insert {
  background-color: #BBDEFB;
  border-color: #90CAF9;
  border-style: solid;
  border-width: 1px;
  border-radius: 0px;
}
[dir="ltr"] #find-and-replace .input-group-btn + .form-control {
  border-left: none;
}
[dir="rtl"] #find-and-replace .input-group-btn + .form-control {
  border-right: none;
}
#find-and-replace #replace-preview .replace .match {
  background-color: #FFCDD2;
  border-color: #EF9A9A;
  border-radius: 0px;
}
#find-and-replace #replace-preview .replace .insert {
  background-color: #C8E6C9;
  border-color: #A5D6A7;
  border-radius: 0px;
}
#find-and-replace #replace-preview {
  max-height: 60vh;
  overflow: auto;
}
#find-and-replace #replace-preview pre {
  padding: 5px 10px;
}
.terminal-app {
  background: #EEE;
}
.terminal-app #header {
  background: #fff;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.terminal-app .terminal {
  width: 100%;
  float: left;
  font-family: monospace;
  color: white;
  background: black;
  padding: 0.4em;
  border-radius: 2px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
}
.terminal-app .terminal,
.terminal-app .terminal dummy-screen {
  line-height: 1em;
  font-size: 14px;
}
.terminal-app .terminal .xterm-rows {
  padding: 10px;
}
.terminal-app .terminal-cursor {
  color: black;
  background: white;
}
.terminal-app #terminado-container {
  margin-top: 20px;
}
/*# sourceMappingURL=style.min.css.map */
    </style>
<style type="text/css">
    .highlight .hll { background-color: #ffffcc }
.highlight  { background: #f8f8f8; }
.highlight .c { color: #408080; font-style: italic } /* Comment */
.highlight .err { border: 1px solid #FF0000 } /* Error */
.highlight .k { color: #008000; font-weight: bold } /* Keyword */
.highlight .o { color: #666666 } /* Operator */
.highlight .ch { color: #408080; font-style: italic } /* Comment.Hashbang */
.highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */
.highlight .cp { color: #BC7A00 } /* Comment.Preproc */
.highlight .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */
.highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */
.highlight .cs { color: #408080; font-style: italic } /* Comment.Special */
.highlight .gd { color: #A00000 } /* Generic.Deleted */
.highlight .ge { font-style: italic } /* Generic.Emph */
.highlight .gr { color: #FF0000 } /* Generic.Error */
.highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
.highlight .gi { color: #00A000 } /* Generic.Inserted */
.highlight .go { color: #888888 } /* Generic.Output */
.highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
.highlight .gs { font-weight: bold } /* Generic.Strong */
.highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
.highlight .gt { color: #0044DD } /* Generic.Traceback */
.highlight .kc { color: #008000; font-weight: bold } /* Keyword.Constant */
.highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */
.highlight .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */
.highlight .kp { color: #008000 } /* Keyword.Pseudo */
.highlight .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */
.highlight .kt { color: #B00040 } /* Keyword.Type */
.highlight .m { color: #666666 } /* Literal.Number */
.highlight .s { color: #BA2121 } /* Literal.String */
.highlight .na { color: #7D9029 } /* Name.Attribute */
.highlight .nb { color: #008000 } /* Name.Builtin */
.highlight .nc { color: #0000FF; font-weight: bold } /* Name.Class */
.highlight .no { color: #880000 } /* Name.Constant */
.highlight .nd { color: #AA22FF } /* Name.Decorator */
.highlight .ni { color: #999999; font-weight: bold } /* Name.Entity */
.highlight .ne { color: #D2413A; font-weight: bold } /* Name.Exception */
.highlight .nf { color: #0000FF } /* Name.Function */
.highlight .nl { color: #A0A000 } /* Name.Label */
.highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */
.highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */
.highlight .nv { color: #19177C } /* Name.Variable */
.highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */
.highlight .w { color: #bbbbbb } /* Text.Whitespace */
.highlight .mb { color: #666666 } /* Literal.Number.Bin */
.highlight .mf { color: #666666 } /* Literal.Number.Float */
.highlight .mh { color: #666666 } /* Literal.Number.Hex */
.highlight .mi { color: #666666 } /* Literal.Number.Integer */
.highlight .mo { color: #666666 } /* Literal.Number.Oct */
.highlight .sa { color: #BA2121 } /* Literal.String.Affix */
.highlight .sb { color: #BA2121 } /* Literal.String.Backtick */
.highlight .sc { color: #BA2121 } /* Literal.String.Char */
.highlight .dl { color: #BA2121 } /* Literal.String.Delimiter */
.highlight .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */
.highlight .s2 { color: #BA2121 } /* Literal.String.Double */
.highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */
.highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */
.highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */
.highlight .sx { color: #008000 } /* Literal.String.Other */
.highlight .sr { color: #BB6688 } /* Literal.String.Regex */
.highlight .s1 { color: #BA2121 } /* Literal.String.Single */
.highlight .ss { color: #19177C } /* Literal.String.Symbol */
.highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */
.highlight .fm { color: #0000FF } /* Name.Function.Magic */
.highlight .vc { color: #19177C } /* Name.Variable.Class */
.highlight .vg { color: #19177C } /* Name.Variable.Global */
.highlight .vi { color: #19177C } /* Name.Variable.Instance */
.highlight .vm { color: #19177C } /* Name.Variable.Magic */
.highlight .il { color: #666666 } /* Literal.Number.Integer.Long */
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<style type="text/css">
    
/* Temporary definitions which will become obsolete with Notebook release 5.0 */
.ansi-black-fg { color: #3E424D; }
.ansi-black-bg { background-color: #3E424D; }
.ansi-black-intense-fg { color: #282C36; }
.ansi-black-intense-bg { background-color: #282C36; }
.ansi-red-fg { color: #E75C58; }
.ansi-red-bg { background-color: #E75C58; }
.ansi-red-intense-fg { color: #B22B31; }
.ansi-red-intense-bg { background-color: #B22B31; }
.ansi-green-fg { color: #00A250; }
.ansi-green-bg { background-color: #00A250; }
.ansi-green-intense-fg { color: #007427; }
.ansi-green-intense-bg { background-color: #007427; }
.ansi-yellow-fg { color: #DDB62B; }
.ansi-yellow-bg { background-color: #DDB62B; }
.ansi-yellow-intense-fg { color: #B27D12; }
.ansi-yellow-intense-bg { background-color: #B27D12; }
.ansi-blue-fg { color: #208FFB; }
.ansi-blue-bg { background-color: #208FFB; }
.ansi-blue-intense-fg { color: #0065CA; }
.ansi-blue-intense-bg { background-color: #0065CA; }
.ansi-magenta-fg { color: #D160C4; }
.ansi-magenta-bg { background-color: #D160C4; }
.ansi-magenta-intense-fg { color: #A03196; }
.ansi-magenta-intense-bg { background-color: #A03196; }
.ansi-cyan-fg { color: #60C6C8; }
.ansi-cyan-bg { background-color: #60C6C8; }
.ansi-cyan-intense-fg { color: #258F8F; }
.ansi-cyan-intense-bg { background-color: #258F8F; }
.ansi-white-fg { color: #C5C1B4; }
.ansi-white-bg { background-color: #C5C1B4; }
.ansi-white-intense-fg { color: #A1A6B2; }
.ansi-white-intense-bg { background-color: #A1A6B2; }

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<h2 id="Facial-Filters">Facial Filters<a class="anchor-link" href="#Facial-Filters">&#182;</a></h2><p>Using your trained facial keypoint detector, you can now do things like add filters to a person's face, automatically. In this optional notebook, you can play around with adding sunglasses to detected face's in an image by using the keypoints detected around a person's eyes. Checkout the <code>images/</code> directory to see what pther .png's have been provided for you to try, too!</p>
<p><img src="images/face_filter_ex.png" width=60% height=60%/></p>
<p>Let's start this process by looking at a sunglasses .png that we'll be working with!</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># import necessary resources</span>
<span class="kn">import</span> <span class="nn">matplotlib.image</span> <span class="k">as</span> <span class="nn">mpimg</span>
<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
<span class="kn">import</span> <span class="nn">os</span>
<span class="kn">import</span> <span class="nn">cv2</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># load in sunglasses image with cv2 and IMREAD_UNCHANGED</span>
<span class="n">sunglasses</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">imread</span><span class="p">(</span><span class="s1">&#39;images/sunglasses.png&#39;</span><span class="p">,</span> <span class="n">cv2</span><span class="o">.</span><span class="n">IMREAD_UNCHANGED</span><span class="p">)</span>

<span class="c1"># plot our image</span>
<span class="n">plt</span><span class="o">.</span><span class="n">imshow</span><span class="p">(</span><span class="n">sunglasses</span><span class="p">)</span>

<span class="c1"># print out its dimensions</span>
<span class="nb">print</span><span class="p">(</span><span class="s1">&#39;Image shape: &#39;</span><span class="p">,</span> <span class="n">sunglasses</span><span class="o">.</span><span class="n">shape</span><span class="p">)</span>
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<pre>Image shape:  (1123, 3064, 4)
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<h2 id="The-4th-dimension">The 4th dimension<a class="anchor-link" href="#The-4th-dimension">&#182;</a></h2><p>You'll note that this image actually has <em>4 color channels</em>, not just 3 as your avg RGB image does. This is due to the flag we set <code>cv2.IMREAD_UNCHANGED</code>, which tells this to read in another color channel.</p>
<h4 id="Alpha-channel">Alpha channel<a class="anchor-link" href="#Alpha-channel">&#182;</a></h4><p>It has the usual red, blue, and green channels any color image has, and the 4th channel respresents the <strong>transparency level of each pixel</strong> in the image; this is often called the <strong>alpha</strong> channel. Here's how the transparency channel works: the lower the value, the more transparent, or see-through, the pixel will become.  The lower bound (completely transparent) is zero here, so any pixels set to 0 will not be seen; these look like white background pixels in the image above, but they are actually totally transparent.</p>
<p>This transparent channel allows us to place this rectangular image of sunglasses on an image of a face and still see the face area that is techically covered by the transparentbackground of the sunglasses image!</p>
<p>Let's check out the alpha channel of our sunglasses image in the next Python cell. Because many of the pixels in the background of the image have an alpha value of 0, we'll need to explicitly print out non-zero values if we want to see them.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># print out the sunglasses transparency (alpha) channel</span>
<span class="n">alpha_channel</span> <span class="o">=</span> <span class="n">sunglasses</span><span class="p">[:,:,</span><span class="mi">3</span><span class="p">]</span>
<span class="nb">print</span> <span class="p">(</span><span class="s1">&#39;The alpha channel looks like this (black pixels = transparent): &#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">imshow</span><span class="p">(</span><span class="n">alpha_channel</span><span class="p">,</span> <span class="n">cmap</span><span class="o">=</span><span class="s1">&#39;gray&#39;</span><span class="p">)</span>
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<pre>The alpha channel looks like this (black pixels = transparent): 
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<pre>&lt;matplotlib.image.AxesImage at 0x7f3e1c98dd30&gt;</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># just to double check that there are indeed non-zero values</span>
<span class="c1"># let&#39;s find and print out every value greater than zero</span>
<span class="n">values</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">where</span><span class="p">(</span><span class="n">alpha_channel</span> <span class="o">!=</span> <span class="mi">0</span><span class="p">)</span>
<span class="nb">print</span> <span class="p">(</span><span class="s1">&#39;The non-zero values of the alpha channel are: &#39;</span><span class="p">)</span>
<span class="nb">print</span> <span class="p">(</span><span class="n">values</span><span class="p">)</span>
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<pre>The non-zero values of the alpha channel are: 
(array([  17,   17,   17, ..., 1109, 1109, 1109]), array([ 687,  688,  689, ..., 2376, 2377, 2378]))
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<h4 id="Overlaying-images">Overlaying images<a class="anchor-link" href="#Overlaying-images">&#182;</a></h4><p>This means that when we place this sunglasses image on top of another image, we can use the transparency channel as a filter:</p>
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<li>If the pixels are non-transparent (alpha_channel &gt; 0), overlay them on the new image</li>
</ul>
<h4 id="Keypoint-locations">Keypoint locations<a class="anchor-link" href="#Keypoint-locations">&#182;</a></h4><p>In doing this, it's helpful to understand which keypoint belongs to the eyes, mouth, etc., so in the image below we also print the index of each facial keypoint directly on the image so you can tell which keypoints are for the eyes, eyebrows, etc.,</p>
<p><img src="images/landmarks_numbered.jpg" width=50% height=50%/></p>
<p>It may be useful to use keypoints that correspond to the edges of the face to define the width of the sunglasses, and the locations of the eyes to define the placement.</p>
<p>Next, we'll load in an example image. Below, you've been given an image and set of keypoints from the provided training set of data, but you can use your own CNN model to generate keypoints for <em>any</em> image of a face (as in Notebook 3) and go through the same overlay process!</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># load in the data if you have not already!</span>
<span class="c1"># otherwise, you may comment out this cell</span>
<span class="c1"># -- DO NOT CHANGE THIS CELL -- #</span>
<span class="o">!</span>mkdir /data
<span class="o">!</span>wget -P /data/ https://s3.amazonaws.com/video.udacity-data.com/topher/2018/May/5aea1b91_train-test-data/train-test-data.zip
<span class="o">!</span>unzip -n /data/train-test-data.zip -d /data
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<pre>mkdir: cannot create directory ‘/data’: File exists
--2019-11-06 08:12:02--  https://s3.amazonaws.com/video.udacity-data.com/topher/2018/May/5aea1b91_train-test-data/train-test-data.zip
Resolving s3.amazonaws.com (s3.amazonaws.com)... 52.216.107.214
Connecting to s3.amazonaws.com (s3.amazonaws.com)|52.216.107.214|:443... connected.
HTTP request sent, awaiting response... 200 OK
Length: 338613624 (323M) [application/zip]
Saving to: ‘/data/train-test-data.zip.1’

train-test-data.zip 100%[===================&gt;] 322.93M  64.0MB/s    in 5.2s    

2019-11-06 08:12:07 (62.0 MB/s) - ‘/data/train-test-data.zip.1’ saved [338613624/338613624]

Archive:  /data/train-test-data.zip
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># load in training data</span>
<span class="n">key_pts_frame</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s1">&#39;/data/training_frames_keypoints.csv&#39;</span><span class="p">)</span>

<span class="c1"># print out some stats about the data</span>
<span class="nb">print</span><span class="p">(</span><span class="s1">&#39;Number of images: &#39;</span><span class="p">,</span> <span class="n">key_pts_frame</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
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<pre>Number of images:  3462
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># helper function to display keypoints</span>
<span class="k">def</span> <span class="nf">show_keypoints</span><span class="p">(</span><span class="n">image</span><span class="p">,</span> <span class="n">key_pts</span><span class="p">):</span>
    <span class="sd">&quot;&quot;&quot;Show image with keypoints&quot;&quot;&quot;</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">imshow</span><span class="p">(</span><span class="n">image</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span><span class="n">key_pts</span><span class="p">[:,</span> <span class="mi">0</span><span class="p">],</span> <span class="n">key_pts</span><span class="p">[:,</span> <span class="mi">1</span><span class="p">],</span> <span class="n">s</span><span class="o">=</span><span class="mi">20</span><span class="p">,</span> <span class="n">marker</span><span class="o">=</span><span class="s1">&#39;.&#39;</span><span class="p">,</span> <span class="n">c</span><span class="o">=</span><span class="s1">&#39;m&#39;</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># a selected image</span>
<span class="n">n</span> <span class="o">=</span> <span class="mi">120</span>
<span class="n">image_name</span> <span class="o">=</span> <span class="n">key_pts_frame</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="n">n</span><span class="p">,</span> <span class="mi">0</span><span class="p">]</span>
<span class="n">image</span> <span class="o">=</span> <span class="n">mpimg</span><span class="o">.</span><span class="n">imread</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">join</span><span class="p">(</span><span class="s1">&#39;/data/training/&#39;</span><span class="p">,</span> <span class="n">image_name</span><span class="p">))</span>
<span class="n">key_pts</span> <span class="o">=</span> <span class="n">key_pts_frame</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="n">n</span><span class="p">,</span> <span class="mi">1</span><span class="p">:]</span><span class="o">.</span><span class="n">as_matrix</span><span class="p">()</span>
<span class="n">key_pts</span> <span class="o">=</span> <span class="n">key_pts</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="s1">&#39;float&#39;</span><span class="p">)</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span>

<span class="nb">print</span><span class="p">(</span><span class="s1">&#39;Image name: &#39;</span><span class="p">,</span> <span class="n">image_name</span><span class="p">)</span>

<span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">5</span><span class="p">,</span> <span class="mi">5</span><span class="p">))</span>
<span class="n">show_keypoints</span><span class="p">(</span><span class="n">image</span><span class="p">,</span> <span class="n">key_pts</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</pre></div>

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<pre>/opt/conda/lib/python3.6/site-packages/ipykernel_launcher.py:5: FutureWarning: Method .as_matrix will be removed in a future version. Use .values instead.
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<pre>Image name:  Christopher_Walken_01.jpg
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JSAQ4fHo4ofIteODXcjG4RekxhZPnCnmNqa6A+2yg+uyd1c3UJhaWkKAKgFdVVFicZHKgS7uK8NgsTYg8NgZDVWmMjih1VtZK8UkrilwMibVTxvdSj9VbLpypwR3gi+bX9wkNS83GI/YW23AiVIk08aMktILGVrSbeQxns7ImJOyNFy7SkrhwB0TAX9thPa8kOPxZZU/HZWB7n3HEpI5oU+8h+aLmjLvx8PydkYWpp/RcvpGhtRJIYyU0r8dEvyfQZKWXZsnDSnIaczHuEDG5HcKKOM8lzLOUJyyai4LazrrLJJGXk0BKdiFYcEUWyWtTtdHhvRDcPZLBbXJQRnq6cawAFyfYJta5SI+HdDlMKxNGW2ZrgNM7OPBYpobZXNAQCLbC9u8xmW2QwAUEu1rdrYwa6DVqRPssnIIfP9ULH0bDQuFphWRwCA/fwWAGC+vgkAyOv7cLyU4yPaK8QpkaGBIqBkc1RngY0gmGq534FxHgEU+nSaPlFc7YrS0iBckzpGWENScv9ZC2zoA8Nn67hTyEaub+8NbUI5QzjpBx4EWXdtbbucX49bDKorbmATVPHYtAUOnTpuix3QHo1ja3PYzUhzssR9o01ulFFGGQU4V0guCQX3VEm3uz22uy1xXQ/RWVDdNhtP58ed5230wFCbgxMbmBJtWekWlGO1jsc1guiaLJdtPLb2GWpBcC0pCTeevvJX0Yotbk0RuR27CwCAez7+fdvt4VBscUu9fik2OQpWk0Kz4JKGfDmH3CmSi8eXdbSxBYEtOQdczCOSe8nFELMrebzWXjVFUT8AAEzCSdzHEdFNQ4UsCHlYHuowdM1RC3KC5AwmdSgl9ix028/CEg9XMq+0afsjGotnKzpO1BkavCg0IPcS06YH1543LJt1527kmK5dcXBLjyiPi+p44BU+TYaUJ6JNzyj1/qG2uH62aAfXsfmd3bt6jiY513FHdwyMphwMyFbYVAXPMuDbjtHrnnVi3eSpvX8yTLVk1AR2RuEg1ljTOBEETFDMonpJWXQYoIzbRuImKwDH8pEfSwTAWiaIu+0eWhdV0ZVMbg/oKgDgtrsIALjl57gjjoeFfBi1U2Nzgxpr+bdSP9TYT8jUiSDP9IIcUstkl1UrvEDxXl6VfnzE7wMArmQV9iQLxwWdOMXJkXFSwVWtHxr345jFyXFYmxVdQ7aOral/qcjNrvfq1AnCdfWpbuRxJ42Xo466OphsKWx8xt2JLQx/2+Gw2trv3T+dWYZV1bogQJ9zGDg1XGdtSbI5kdPGb5oRx6VF7BEm51FdHWWUUZ5rORdIjrhLKgSYvJE0g+/P9FmbqBJD+A/sjuFTmKvr+zbprTxaIo82zwhe1C3qu+09HJyQF1yjUQFx26K189Tgb9k0NKkiPHx1Wa4fj2291D0tpqgnlwAAy+KluM1fBgAcuRdxKAjsvjgK7ojad7+M6Ouez/D2Kqp5t2VbS7K4O/klU2UXkvnhRCgpJ1KXb+0TytTIg6aODgHPAY4nMhauv+XMnDdGXL0fnQuaccRNLuBgLyK4C5P4Ss7XxwCA/ZM7eEVoJS8ex/M+5mP/XytbXEQ8brK+G48XJ8VeiMiSVifYD3FMMlWlSRwZvLTnrCnkW0GEbWBkQrC1OxrkQAO4EyMr6rpFQNQ7yRn6/Ildx4mh5205iwdaDCeStyXN9AOnxo5rbzR9CuQ77Tc/pAyJBAoPvXi3VYsj3kIDS0lbUmYYRXDOjY6HUUYZZRQA5wTJnU06+vkp2Uq2xcltnL/jnNOuapXvCBGdAHBSCt71EJ2EnUixFhJ2ryey8muaO6vlaIdqXLSfkcuRiXG/yYWuUUSEtMwvYFFcAwAc5a8AAO67+PcdXMYdaeO2nP9uG69/u47XPEaGWz4es5hFZEPT2Pb94gIaWV/XiAaztdjWKt2uFwhtpG5wG5FQYUttk4zElilEnQ05KCVFj9f3g8r0DmAtYi3OiYW2HAgQpHscxDkiD/c+Ai5JG3NxLlyV3HiXI4cDxWQf9cmd+G9BW1kbxyirS2RtRHwKHyw/nA+WkddiV53mONyiQXQIwrtkaMNjCokG9JjypA6608K7zvLb5v6HX/NxQ8keV0YkN8ooozzXci6QHFP8LwXPnxJU9dByaioDG0WvQK94f4zl0TUIDIOyh7aSTtiK2CVSbqwAFhtiPSjem8Gb7Y2EplH5AwDAoojbKp9jSRHBtUKhWOXRy3g/v4x7Ptri7ubXAQDvIno+b/IMd/KIYO6JDe22eE4PlSZSlDiWx10LzSSfike1mJp9rV5HDNWuxaa1jvt5fQi3jlQO10RvpXeaMaPVdPxGSnaCKIlyOJaAfstIK+dbuFdp47ys43XrKl431BUOZeinQka+lUdE+qYPmAtK3JPH9oKP51+T5zBzLX63lrgTVH3AEZHO10sUq9iXUhICWKIAZmgmFBKUqZ5jpaQkf2ffpgwMScVyzPDvyAWRlmzn5rEbnKdNbPLYVBDuI9juvtPa3kXgeNRubKOS7Gqil3X4EcDgYyM5IvowEf3fRPQ5IvoNIvp+2X+ZiH6aiD4v20uPe41RRhlllCeVJ0FyDYD/iJn/MRHtA/hlIvppAH8GwM8w8w8R0Q8C+EEAP/Dw5vj0jKdbp/fTbHO7bXCPIikzbuI6WRB2GHi9nAeGGXa1HSYgRLRFLiK3ZfYiAODONHpJH0wv4O3swwCASq6nBNzbKHE7j+vF7SwiuPcQbWrvBcI9CV1aCaQ6koHTdthnaITwq0H4hYRnrZsFsIpkXBxHLyUWt+N2HT2b0/o+8joekwuSy6HpnUJKiCZozTm1zeUguZ4yoIoyjk2Wx/25m8DX8V5qqRGxXAqybFpU0la1J8kCsnhP9yggl9oQZRs9rhfEFnlRbG2z0OBI+ISXxP71Yhafw1WUuKRIUBDkpInozTWV1VZgQX5D5iZznbyc6Ms29DMEHwQkzWGAznh4XO/Ezff+SZHcaW09ig3N8cP5o/2cfYPfOjs30FqXRPwI9/vYkxwzvwPgHfn3ERF9DsArAL4NwNfJYT8G4OdwpknuUeRRcoScNtk9vB17YPYysqVlTgGHqTBckI+GxSlRiPoGLgFRT5dCtH1XHAhfnn0UAHB77xp+s/i98Zg2TiB35eO9yzUOheZxX9SoO/LbvabCSo3j9SB5pvY1m0IfN2lhkFqIw8e3AKFs4EQmOaFtZK1EG7QnmARxOLRRpS21VJzjFEOpjgevbHVvRnk1shem5kp/2gxBx0mM+vla1UaHXJwqudBiIMfWBDSsdJh4/5WonfdF7c7DGlUVJ7CrRXw2H57E7WuUo80jiZp1AZD4WASyqvYuUfWlvymxpTlPtPygtFJB07jvll5q2OHE1Zn0tk0xw0/8UdKf99vZMhlvTGpb1NVTJpmHzT/MfKb+bpD9uw3TaYptX94XxwMRvQbgXwLwWQAvygSoE+G1Hed8goh+iYh+6Xb7bL0to4wyyu8ceWLHA0Ur+k8A+AvM/OCssJmZPwngkwDw8XKYRe002Ya+zrLW9dXO3pGnwHFdxBOiI8tmETSDRaaZSjI0oloxIupoghZd3kNTvAAAuD2JKumb84jgfmP6EQDAG/4iflFU0iVHlXAhqGHBDWrJubZsIqJaCFoJ1UlSky0NuiAp6WPmFKkATozyWRn3TR7cQyttsjoV2ridCJljQhUmorYVrFQMoYIETmXzNAmJZuNwSZNVRKfUm0bYG1VoUMnz0mLguTyTlgm5UEfyMJFtHFvvPex9EKI1giCxLG4DB7xbqzNI+yY55xwnp4g6TmRsKGsts4mGejlZjJ2ygkMwAOYGjgd/hu/gVDXwIZl4Ho61Hl+eRF0FNlHlUH3dFrva+31Xu66Dbs8O5J4MyVE0tvwEgE8x80/K7veI6Lr8fh3AzSe5xiijjDLKk8hjIzmK0/2PAvgcM//XnZ/+FoDvAfBDsv2psze63Qi7WzZXmKTH9z0WKbtDd/qn3kYO7LdnFUY6YcOG6gS1aX42OBiUCUrXiDafZXEZ98tog/vS7EMAgP8vj7a5f9xEm9MXK+BXORr8m6qD0gCgXQO12M1W0U6mdjQfVsjFPjcTu5PSWrqZWmsh89ZilA8SwpW3DXLuI6FMwspyr7ZFRikoJ8+F4KxFV4itbFwuoDzz0TZWeEYhj9MJAvZCwaia2PZxs4IXyguLLa9Ug35g5FqaTkLkppjJ9YuUL09enabR0Lm4v8xzsFB26iI+kwfyvN4NASTlDq1ASlZoZ+GCOBwEAuZCDnbicHHUIQ8NSOhbHQ9bqBmn0jVOrZo0cFQ8Ya2G09p6v5EdbcuVdwahTkbkRwByT6Su/iEA/y6AXyeiX5V9fwlxcvubRPS9AN4E8F1PcI1RRhlllCeSJ/Gu/gJ2T6Zf/7jtqgzd9f1FbftKcpYQl25ynd1XS6I0EVu8OEt2Pe573wiZeVfrIHUQ5tHvcnzhNXxlEkm8v9bGYPp/sorI5HN1RG3vhQoVi6FKgugh6AuhAVbxOLeMns9C7GZ72QK52M5m2m8NHWsE6TCwrgSZiOfWSdM1GrMp8SBUTe13eeGRi71vIoTj+bS0YxXJFeJxLYRAW7qAXBGcpkcQ2946i/3wVKGo477GKmsp6mNkmk5JUNeExG6IHOtWIZzcb63k1tjXLJsj5NGr3QpKO1KU21SoGkkEoeRtoZdkVIIaTR8V25xqgL96stsWjrRcoSZiELvdllfUiOUdJLSx76zwZMMb+/5Z5R5WySva1LYzE85eKPA02dGG61SmeITbPRcRDwBv5f4A2/hHp8cHmqiaaREL6VKak8rSWnfL+Kl2quXU1mpZFjUGOZqQ6BFA4oQxHFrhZLXT6GQ42otOhVtXfg9+i+Pk9hvHse3XheZx6+g+AODu8QqIiTbgJzKBBC3i0oDEKZCFqKYeTONHOC9XKJw4CArJ0Sb30a6Fd7ZuUMoENhF6Ri2TRuZqFJJ1JNecbUqBkclvQg5zHyfwUhovZZZ0ntNkKL/pRDjLPDJRhXWSWokqrvGqXARrU6cMTajJbQ2W84qJlqg7kmOAXPqUyQScCz1G64ISr4zeUou6uZaJ/6hqcHcRF5NKzpvPY4TJ1BGaE5k4JeYXQReAOO4+y4EmttnKwuF9P3feNtF3sd1WVzWkCIRdFIr3M/bz/Y4j7U5+p5Z73EiRno7dzLFnDT7WXD7Gro4yyijPtZwTJEdR9Ts1LlWO5K0Zt0y6hkkgrQYWkepcr4J53Ge6qKmgWgYtLStaNCaHqSZCP2Ap34d8jrqIaO1oL6qmb06is+G3cRG/3ER09hvriB7eXgolRBwJvjrBnhBdsyailVYcAZ4q5FlETtMybg9mgnDyYxRZpIBkFH/TNHytPGEXAkpZPWsxnCv6IO/MmK6qWCbbQsZmnuWYSmYPr0VqVI0sCL4QqopEI0wEGRUecI2OZezUVCgYFq0QGK3SNTRCQ55D2zJUI9VH0Areq5oajaA8J9lH9su4bSVTTFW3qGpxppTRAeEkZrdd1Tiq4vlvC8o7qFJ+uVCIgyNeFoU4IryTPHoNW36VLNPU9IK2AqX3a1CtxjSHEAzNhUFmE2bAyvwNtIv+caeGBH2gMuxRL4pjgNK2Fb7eYBVnfhDA+gzJwKOMMsoo51XOCZITMbf46TP0sBxvV4arpyE4DTciSiFHthKkkK1eFlLAYIuew+zQtuJcYEVw0f5Wz1/C0TxmCrkxi/t+DdHG8+uLEv9kGVHDl44iEjg6iba4RsrxOV6m/GZBqRsRPUzyFvOJZNHY0610v10BQcm8lZwuVA7LlOIRMkENQu/Q4jNzX3bKxWnONKVJiAMhJ2SZ2jKlb0ImdiUhnwiSKyV0y2sIlwfEuM+C6GaCvtRI33LYIIxq+ULnZsmmJk6YVRP7drJc4Hgh9yvODC+1JtQRQhnQOolLFXubK6PddJF5nJxEO+ftB3H83jgRWk456dxDPH5fQsD2WJ1BK0O8BC3Oo4V10FEnZOMGCMV5OKuT3Xe4xH8rhMMWCd2mH7NE9NOWfkjl9q96S7agwTfcRXb2XdPZ73lEcqOMMspzLecLyW0THq4C7eYhW5YIrWZkNpLOaqrl8lKAvTbUmG1EV9Qgthb45NlqxKNXU6QmrCeRJnJ//irem0ei7z+VYPxfXsSikgM5AAAgAElEQVT+/ua6xRuC5B6sIxKptbKVoA/yFar6Rvy3eCTzWezrbOaxJ2UULs5jn2aCrJp2gdVasoiIjYkkC7EXFJJlHiQoy0nVLYURV92BIdVWBmMtdqxGkCGo1uQl8DImk3lsuygcsol4Z8VLWxTym88S2hDj2lzKJ6qNLRDQyv2y2MYK8ZbOJlNMZlPpW7zfheSAu390gsP70Z557zB6bB8cx7+1NKMrJri4J2iriMeslPcMh0zGd7UUT/dSwtlCi6nY5C4IYq3k/hshXlM2g5NnyIIu9V5rIniXtAegQyvpQJDhrtPyunWFhmTg82eS2ymE3SiM0cmybPUy0on2HT8Cofj8TnK7oh5ids2tP3WhLgaTm8a9OcqwqUdw5xydzES1y6h7ZFQx1NFQxKIzy0lMmfRedgVfgNBE1vEj/+3j+EHcWFVYSexjIUbxXFSyyhJOtlYdPkiK8TIXasO0xP5M6paWyryXCQgrsBRuUaeAkxmkFJb/rJyhkHTneR7vxsu9XcTMxslUwSr2rW41cwkwm2qb8diD/dheUTpM5LeJXK+QaIoyy41OofSCrLog9ytqrGtRi3qsXoZcXvC96QyTSbzOWvq2qqLaePVghfv7UQW9kcXowaaJqc6PZCHxnKNso1lAM4VUovZSU2BvP7ZVIur+61uRg3hzcYwDmdWvSzGgEyvFKNlQfA5uNCGoOnHUTNLCycLh5KG0soBq+URmNpVUKRR+MFbxx74q250ILbLlnCis2z7N4QTMHedh0LTz3UKEO5yH8C45HsaShKOMMsooUc4NkusDtIfMvTxAYJ3dw8riZEkcNUqhsyLCDpLLZhtX1va8EAk4TECSkpwyyRgihZDfCzleX0WU8GYV0dZNiVJYV6waLwqF4bpACbWi4QZ7ogq2kjXkwiTCpgvzKfZnYtyX2M9a2q7bJSRbOiaiJs6ELjGVvs6n+5hP476JHKwpy4tODGUtauPFdirjFo8pC4+pqLuZEX/lmlOP2TQeWBSirgpaLDqUHWjspxb00aI/3HQiBQTtWVYSl1LIi3o+lQs30wnmAivVUaHZVt65G9Hb8WqN6vAdAMC+IKuDMjqF2jaglbF0c1FJT2LbR+sl3lvE8b2VRyT34VnccqlxJStwEGKz5p7TiA2fgdXUQX3zCBt6YZBUaVaUBy0tGMhy66mJxiJluWOU/8AYJH2331B97v8Wt9tU6q00Gys76NM+CMKz0o1nlxHJjTLKKM+1nBskt8scuYnudqd+ZmyuDGbYFUU/hDaFbAlMUUN6tAzLijwgWTrWoZoCLqIjlu1CSgseVivcFrRyV0xMa81yQYXdgZdMGVbyTlbq0jO85GjLxaa1N4ttz0tvmUHqZaQ5rGSbEbC/F1Hapb3o8LiwH1FmKcVfJvkUs8lc/q0hanLbWZ1sllooW25fM4iUmUehPhjNrybZePPSIVMKiRjnM81KQgmdaT42RcVqh9Oce/H6Ot5KBm4tHCtX6Ki8bARMJYX6NFMEO5P+CqK7dRet2PIKaWcqY1u1hEMp2MMkhXfEybByK9wSeslNJ2Uh53H83ESeP5+AGy3ck8u9yL3mub2p+g608mw1n12Z5eaN8Gqvs/cXScOw4twaO7tFC/mAbHKPAyA3M/x27ts5Ux/cwEGoWZ9VRgrJKKOMMgrOFZIDtq8Lp1F/d0vP1Yy0itahNQ+eBlP75JKEwQTNwmGrjgbwlCCWsCDJ/luL9+ukWeNEvKKrWu1saTViIeYqLUMD13PSwi7OEvuqV3Q+k6y4GRAkK0YtRV6cZN44ONjHxVlEF1cvXgEAXL4Qc9VpXYTc5ealzDMlNmvmjQy5ZDcuLHebBO/XcVs6YKrB8FoPR0K5qAiAgUMJs5K2PRhq6VRzUxb0Nz0j2QSdhncJeglMFurVyHhpgoXME0rxGO9PI8qayla9y5NsAr4YUe29lVBuxCY6m0ywVhKul8QKAryXhyushCCsnloN7Ieg65pTQgMvtlAS1JjlHnWt3mDJ4yd/q900z3Nk8u6xIFK0iu65o40oZumQ2B+lJt+zkFNzQQ5IwURmK1eaSB/J+fTvzm/VsrLjPTZz8e2SEcmNMsooz7WcCyRHADyT8Yciy0jIobJHZ+MlZebB0gBxrxDBp1AYjQmvBT2t5O/KZxDzC6bKF5OA8SyEBCYFUtWNkFwbhSETOPFchmKijQIAiuMW2SL2rcykwpTkNWsIaEO08bCPtrQ605xxgqg84aV55JDt74lNbi6IkleoBckpv24u9reL+/u4fOmqnBdRy3wWyxZOCulH5zy1CWXSN+IVyOoXiI1IkJ0rdH+D1gsvT8dLh6oFvGTP1RRP5lDshilZyqOILjWsDNwmUq0iK0kYAJdAopZQrMWmmSEzUtVK8tFlwut7YT/ef8kZ3nwvViBzlYTRHcV8VpcmF7An5OWFlFvcK2N7kxemWOcRsR+vYptviE3vY5p9uTyQopAAWBMpxGd7a3GME03pJJxJcbijEI/qhabBBSVWy5teKqLzjYX2sbQT5KUO3HZsxlEIHn05Bb+clnn7jMXbg7w7Q+cuOe4grEGBdbO/+dQH9S7L91ZRgaU0dij3+0ALjS8YJCGJ5aRBfUYkdy4mOaV1dJXVXbmzyHGHOCixj5qtoQVqUZMaSZVdCfxfyqBWobUPz6gk8vGVCJ2YSb1u1j+WW1M3NdW2ZZLApppst8hs6iGMwiJqm2blcISpJKKcC6VhOtUEjQzf6ocf721/Hiewixcu4GAvTo6zWVTXCqE95C7lN/NOKShCBdFJDg6kiS2Nd6ljI+ULiY1orO1YYk1H9gKrrbiXzs8+nO3UH3LcoUsMfuuMY9A4Ucvc0diFdML0XsnTQvdgxlUZwrWQgNuF0EZyh1DJfUu/CxmbIiMEmQA1j2ktfVwEfacYS3ngLGp9KxSiO+sVjqs48R1KTddKzpvIAlJTZ6DU2C6LTQayerWsDyWE7iYef86yj/S/134sukYheaZk85DxbuTYE2bck9Xgrkxu98U5tDipjLY0D0B9RgvWqK6OMsooz7WcDyR3iljWATVMg6Grva4MrfzWcEBl6otkoW1lhZDVvMk8ckUrskKW0k4WAIJmelV3v6pWgv5CQKOpxVmRnOb9coYyA/pGU3BriIYkZjQTBFfIKj4p2BCIphafTcTYXrcW0aJk4gv7UV29fOki9sTgXpb9QswayoQQjITqDXWJ2gpvSM4Jd0QN987QpjNaiJkJND7UpbH0tmx2836hJ8FIwYLMqO1kIRmQTIkwpPUEp+OYrqJgRykZeaF9m6KS848WMa51IWprG6oUGy3Pm5UCEjIrq7iWd+JQilTfrqL6OWE2raCslKAdj7lxssADif89FLUziMNnKu0uGWCrOSyUGUu1TjaW6nhR1MPcdKCynL8Z0v1UZTd+7Gb41XdfMzrL99pxPLTizHogL8Cdao13Jd/iraXEI9fx5o5bQAIqcaGKjp+zyIjkRhlllOdazj2SU9kI/wCsHF2r6A2MpRjxTxq1n4j9Q7JxNAAkOgjeAuZl9WcgU0qALZSD5YIC2GxMiigEyTmygOOhZM5ZjrpMlmitq6A2mmkJFJJ9N/N9+xnlhdUxmAvhVZHcwXyOUm1wWdyqvU2N1cTBQm/MbqJIynHHUSBIBmpvU2RHcAO4oPa3zCUE5wYIg9DJi2Z5+7TQd7JRaj62Ydx1/Dtet9GsxZaXLb0Dio5hNkh5trk3QvW1q9EZsRBb2YOTBk4M/40gubV4qHLnsZb+qi3tnthib1ZaCKjCWmxwmdSKaE6iHekrywWO5byFkI+pVMKy0FVAKUu1Ohfk3hoEFEHtc/3ccY5cGjvd+YyRXLcWRVd6oVv6vmliA7nXJgC1vFcL0Ybuyff6TrXCuxKueFcQ3JES632BmQxY8C3aM2QSB0YkN8ooozzn8lWD5LaLrhQyuwdCJTYVJXmu5O/KguAdcln+1G0v/E+0ILOJOG271vxsijRCojeQFiZOyE49rZUQQIOmE8op2b0UAWmAfKaIjtGIHadexXZqTU9EbB5To6doBbE2QyG1DbwQLjzUJqV3x8j0+prEIMW82b+TV1VuUYPJia3fyUurfycE51Kj8f+c2lDYochXF+KAYJ2xUoSd8Ca1b1q/O31jQ56KTtWGqBmdySqI7e/FcTvYj9v16gHWEiqUy3mF1pFoA3L5oxLov5A+3tbaGFWD5UrqPRxHelAtoWDvecZaUZkMVFaInVQQuQ+MI9EmJtzXKpo2IJf3TFgtKLzW3XBW/0Gf7rP+kJV8sC2NkiYKVDJvK89NgBkWHHAkHtM7Yq+8LRrYzabBHWFkP5C2F3Jza3i0GhIHIGB5pr6e+0nO8sFp3iyKfwEp80NQNciRcbjUkK0Oi0ZUh5aAzNjWWkpQnRutFU1R1UqLsBDpZFcjCKcgaF4ynfRCMPf+Wg3RwqRvyIGlGv0wL5jmTpv4zCayLFNDvtAOignmk6imzibxI02TXYbQ9vORWSYH40R5UwlTfjJxrhRsH43dt6Q9TxMaGzs/MxVWVVpnk1tSX+T6CDuZ6cqbc4wNVbprntB70ElW9Y8A1scNr+x4nWxV3ScvcSlAkNf9kuSQWy0r8H2ZpDTpp0xEfJJhJdw/ylWFjLKQsXpAKR+cqp1B/j7OEi0CYlzXvratUp7YaBArGXepVom6rlCqWq/cRXlvAzFaK5jT5yw+K9F1y5nzL5kpgj0nGTd53yo56bgNOBTO5y0BA1KJE3cYuD+Y3DRrYl0R5JGgIoezKaujujrKKKM853KOkByj65gekmoTFnBm0PTGpFaKQTA2f25IRHOfdRwXsrIoTaQ1JMew+Dqd/k0V1bjJVSwcA8BLnKqXMoCOSvPsByUMS8+r1mMzrlOLvkT0UGTOisP4XFbvXDKUlBkKQRle6SGqFiDvpFMdqIRq2EZSSY0MLUiMUXdom4rA5Pq6pY5KqshCY3+JkiqraqptCUPCgZ6njhji5JRhaNZjuQ94Q2etS8gRiFXvG3UUGWVHY4+7EQASTyrXnQk958Le1Ar+CPBGLmUmV43HUrIj55KKRdO3txZvWgDyTIKmS64lrtUvwfou6r2IvuZrHdtUiV5pSSdy/6GtbbyDlWnsmhn00z0jj+J9lm1MISCia9OMlEEiW/sWQoUTdcrI+bZ1gGTHl6IAKTgiy1pLfa3vwiP19XGFiDwR/QoR/e/y90eJ6LNE9Hki+l+IqHhYG6OMMsooT0veDyT3/QA+B+BA/v4vAfw3zPzjRPTDAL4XwF89rQGG2mJ0BeAN13QKDRrG6KVMITmAQlaLXGBLoU4Jbux4pVcUpOFNskKGFhySEwMAcjVymx2ohtOCz1JsOJeYzpy8xXyyxWKKHSUkEmshRgtFTVpsJs8KZHnsp5fsuz6TvzMP8mpd0oRqiXCsxY3V4K42KjNXsjOngtJjNNMHuN0of2d2NKMqcMr1NrC/kWNDHUY+7oXe9SkkpE4BtTlxinccZpgl8uld0Owlcq/sGJmh0nhIM7B7tYHteTt5mPOJZI/ZP4ATsvfJMj7DEwnzmrY5plJ6UovcZGIQKoQvk+c5cok11Xtq1dHEydGjzoSJdG4qfS1BdgzL+6llFzPHhgQtu7WOY4gOsLjPVA48UxlezuhAAYad9BVUe6US7RGM+mOvi35nnaYto7A5xdZGUgf5jfDAXfJESI6IPgTg3wTwI/I3AfhjAD4jh/wYgG9/kmuMMsooozyJPCmS+8sA/lNAKigDVwAcMhtsugHglW0nEtEnAHwCAD6i5f6ssDM66UcUIaSp3g0oCbpUuMBmE8o13MaOjMcuQ7B8ZoXaxDRMiQmg1s4AOmFNmYaktGgl40QmBZ215oJ3ORZSEq8WW89abA+NmyAr+vUmgqANS3jKJVgybeRTracgdAUXzHNn5RbNtpVWNEWsrN5WQ11IWV4ohWppf1Kol/xmJj6lvSS7W8oiTPabpejXW+kssslTqku7jDdpDQSPVmgZavdKXlZn5ylqUhSAtjUPm15OPZBaNSvPyMLIlhLwrch/bzqDZt1lDTMSMvYEGfJlbH1PSi9mS3kW4hmceoe5ZlkWdFlJjw5cbjbfQsZ7oii7VRTW2nulROtS7H8lAV7HIHS+C0QEq5l3tKYFa8HrZyUGs9SGGsW7Tu0OoV/peE/E3pw3tVF1Mk2cLZ8dIWlPatNTdD7NgTKX9zOETaL+DnnsSY6IvgXATWb+ZSL6Ot295dCtPWHmTwL4JAB8vPBnxtrEIcFZo5copYGRmboafyvNoi4TCtheHr15PcdzgCeljKgKq5OrGukrOKGQ5LL14uRu2wyNvGyNxlkaVPfG99IIjVbSNzWV8IjWDlXtrC3AvkEENMkCO8jQwpwmN6/HmFafJjYaRGqk80OH78SD7W4xDZc5fYBbThvSSiweWfd20zF1tVxru8+h675lG2aNwX4iQp7144+bRiMIGLUsBoV0ZiK8wgn7lOZK07YLf2smHTigDAeakkom4EoSYh41S9RBFyOdkOQ9tWgSp3MjCmlTOXETMKYygZUyydsx3ElzJUOSjDHPSgYxxrplZ9Si9ArJ/ctkPfcFGuEe1jJpNUIlaav0Dumna5SUJvE4Y6HLpzzJAfhDAL6ViL4ZwATRJveXAVwkokzQ3IcAvP0E1xhllFFGeSJ57EmOmf8igL8IAILk/mNm/reJ6NMAvhPAjwP4HgA/9VjtD9UfM4A7S5FtamqHba/E2tIPzY1KSXBGFFW3ryI7R6259K3quZYi5KTGeiXRWixmXEfX7RIrQXcaqdDINrBHCILOBKW1QiWo5VrrFbCWSIdGrNOcKU0klRvmQbFhgMCCMthUWPmlm9k9DJEcrJ3uv88qQYuvdHea4V275lIJPkVXFmcpaHdLDGJCdGxqPQZoswVjCOuJBjCAOyhDjjHqS2B4gUKqCmu5obIJ2N8Tyo6kNKc6nrcniR7nRLggCc4KQXBBKCWrKsNC8FWlOQ61++JUCi45tPRdnMjfU8owk3d4LnnlStVAQoA3FaGj5z1L2XE9h5CUB91nr1Qcv7n3puFUoqavJaNNnTX2fpzIMRopUTkgF1hXuAwO/cI2u+RpkIF/AMB/SERfQLTR/ehTuMYoo4wyypnkfSEDM/PPAfg5+feXAHzt47Sznd7X3+u6LuoBrYQoZb9VZ4IardW25tilknBaQMYKGXfCm4xsKGusoifXwlI+kOaTi/aEZVNjIUThlRjTanOONGBLZy3hLgJX1GS8rlpUa4lZFSpDUCMNe8unxhaeJQ6MEKz+iTckM1xqA9hijzQfnpJSg4XI2dFyepewkwpAy+1bFhjunK9IuPO3Zs+1PIAqyZBn4NzoLfITddClIlGlXRAnw6zaQO18bQBohJahaDeVgkyFq52FhYmxHGwlGFsdNy2qLX9O4LAn580UwQryXrsMR3J/h4I4lmrvlUHNHSfbsWxn8uOcgFLJ7kOCNLMZ/A3JbTKrnq6cQt9IyC10/p9QGDlv714tNuRGNSYATt7vXEPeZHuSOZRBCy7RmcHrGNY1yiijPNdyTsK6OKKyLQU2dGXW1SF0bXIdWgkgwemK3LQeQeivOJ7IVm/1VlnxY5K+INFZNjyZBLOOaTcq1rxXjeXHarx6EGUVpsYQhIa9aCiTBlvXTUAr+e2DeAC5VS9vN+dbv08IbHnsFOxY/7thajxAQm7LamwIWHckr7Rl5jUqiiI7AgbX0wzDRK5TsEaO6Hh17YdBYL4RYUO6T7UBpgg2SqFpRjXSITHfLUivr7ZBUwRooyylF483hzWC0lmCWtMEcytNhQm5PN+5hRgK8Xia4b56ZeX8Y9EOWGxtMyLsyb0cSKf2hWZSIhiJOGXHVkQXkhZjz/DZGuVSRZaH23DdwHZdwOGCjLcW7ikaCWdcrUBaDlOaViTHLVkR7sKdmQt8Xia5RxAmm9x48LFTh0KiL78lvxRVoaEUC6nHmkufO9lL9EuwibRDLdHiKdL0Sj6G46bBiUDtRhnwNsm1gERBkE48ekvcNaTLvWg6lFY7lCZ3TRtu6W5CN1URDdqUfqNNRvlBWqOu2jZ8adMik6gcGoOYGRWkG7Eg1xfVJD4HOU7TgJsmmcZ9M1mmnEO8oUqTPWNsCA9U47ivGWz1WbqUAt5ZjqV43WqNahH7V0mqkFwryFnKqsw+oImoW6pu+qyxzDWNZLLRdE76GCYg7Mu/pTgb5nJPOZPxy3RRcJ2UXikQWd/TszuM3g9JYz98CNxJZT/sk77TFbw4U6ZqCdDiSpMyVWcTPuqRWmea1prYy1qclXg2qqujjDLKcy3nEsltW6FNRUFuzH9d0Z2hiA6Mh9I89Lx+BACQqCM+ARrYvK/7gqpPqsZ5yzTdyCqm6upxW1myzqApr00FD4YqdUU2RKckUecMpZmjo1VkB5ASTy2WU/vWRS191a6L7MxGrwV19KQOOjVENVj+mNly7SnZs7WYSrbWWotHlaY7KC+YhtV3JrXEMdoEyQFglBBOaq39Zv1msOuj4mCIpoNoWeuV9pEck7c2NQ+f5merV2ssTiSB6bofB6yqNHcyuyQKiNCDuMK+INeUmFPuX8Z66rwRi+dKXdHceRbXskOGaOnZAjlLXpmCj5J5gHfokWTfaQvWPI1y34VEjlz0OahUVB03Es6NqU/zwDRPcb8PkxHJjTLKKM+1nA8kR2LQP8PEHO0zuozJityJKUr2tcGK3gtX2n4h5s4qvRGaIn8SAWZvUze4rP7cGrozQ7gV/GAYFBgawDtEVg1R0wwdFLas54YOuXON7et+ColqwZqPbRBoSqBOH+zM3W0NrtUlEPOwWA5S7GgwCogi0WTnDEpaHlyTiKDV4XXVh6Vo543CQdRFcNKi65/WcVIkx4PzmvlZu1ZjtVrJvyVrMGsZPSH+gjv57/pSuIBGxnum+dDk9nM5egKPqYzFVCt3d8Zk+AwMESOlfU/MkWeNVwbfSYdCtPHmDMjeWpBJGohnGa0HKARpzzSmvYwtzjMCy/cwLXNkR2eL1x2R3CijjPJcy/lAciAE58E+eY+ssIpkatVI9UC1rQw0XMWZwCyrrP2kSEqyw2INSOiVee3MxuLgrLhw/KktjuNWgrwDM0jLG4qHaCl2mCUcglP3dyxoMlO7W3DIslhbIB/k/FdjF1dAmEf00Nr6U8i9Ac6KMivqkJvMqONsk7HJ4j1Srp7ItmNnzOU08WgVNRJxU22CEjJjBsvWMryotUgD3TPK4CWY3EvomhrgHJJdUlFHTXFsUg48MjuZeYOVppGlPrTinU60iQ6tWO2NhuQEITgHkvEmeZeClCRs6yZRR5zaGeP1V57RTGL/Th5oofFYY6NCrMNxhAzHclPreUzEQ8J3mNYvYR7iu+OzWMx6LRQUlm3ODSbyfPNWPdV6Q9wjRAMdWhIRcoG+JJSXzdC4U9SiFFf3iJIQvG95Y5/8gm3KB9ChXAEdG3B/G7jFVN5zJUpfkVfqNhhau6nImp59/TQZkdwoo4zyXMs5QXJQli0AtYvsnn+fdGbemP97pOJBeNIgXobgU3ZSPVLNd0wW0G/IShFJh4SMnn3QLgymYLYJ8wBaCFnnfOVpaUUvjw27V7A6FurS7PapT0oOIaQ8copsNNWbXr+TjklrJVg+uQ7Pji1jbWJxK5tMkXfT9j2peZ5hGJdEHTdv8s72rxGJxslOFY+R7srZzIxGIry1opRVSctzQ3xN0/R+m033cHh8X/ZJ+J68Go3cR0vJy6h0RqvT2CYOnguagVo1hige3jL72v1u5bs9Y9fpE8guFNeV05JARK6qvteafzEeP3PJM+39kD25W87NJOcAhE7EQyJy9zkNbkvmrLOg1vQRUjJgm/FUKSnJ2Bt0chL1S7fIPJzLeudrlfrQtClWdgDD4yQ36CgNDPEUNiY3+5vRIX6mjCxpAPo54ixDiH31rdXBVFKxRlo03KBU1VVUSK05qiz/ENgoMFonVidSR5nFA+vYOKR+tEoClglXr5EpJcZ7OCvWMnyYaSJrLRuJHhvMAM+DBaPXgtb/1CSlnYScllrb9+8/y7KU2lwSl1ZKCZFnUrsMjSZTlfejlXNQJXpKpu+ZrBw2yYWsky5eZfd9DHPFAkkF3JVX72kJ7ygks60XGxmFOJiDyCKKOg1k9sn334kD53pOJ7cle802GdXVUUYZ5bmWc4PkiIcz7oBMq9SEhy5Y/ePIiJ+b83kCvKlRo2AqaFAkl6nKlaeyd3KMIQxmpJJ+qqYq4ZcMnaayuH33O3MwYrARKimpq8Gyh0Rk0WicJRh5rm2o2qr0EkV9IV1VClZbaUJmy1Ci1w+DjB/OpTx8OpazmZRGhE/FnRVRaPm+toYkfUXLqQJ8V5jZUmYb8lUqRwjpvhWUKjIMTQoVG2IIfV+cRy2xkE5Rah77XVUN1isZSwndUgdKnueWI458dOJUgtgXgm5XeYFKxn0tn1I5ESS38DDtQ+JZM3mWFioHN2RXnEm2hRyfR9n1rfZI3bx57BCV6vFTdN6BjmPmYTIiuVG+qoUD0D6YbDVlcQDCg/JZh3WOcs7k3CA5oGtb6xJ+3Y5jzia8xVaxYbJkdcNva6Ff/q8bzE5qQDfUFwt5AClHnRKH4VzHJtfJvtH5O1Bjxwztd4xEE7CzNAkBuGOvEpSmiLCbIEBBsdq01LDLAV6yQCw5ACcF3N4qRnsJwisnHgQHPioQDioQAU1IdkCqh6RcuRa3KemBGI1rKVrTaghTSBmZVZQbWlUV1uuInOpa7YMaOF+B//q3Am9eBz7yDvBnf9IKyhAy8I98C/DGS+CPvAv8ub8FL0WlNYtI3RJqbdvQeOp/Jk4EL2hNKTMrQaRLClhL0rla7q2SYi2gzns2KLfYRSpGnQ2dCw9k2zuv9ULOYuh/GvJwjWq3OOc2ba+dv4dN69++bVNpUA44q0PmXE1yo3zAEoDw197JAZ0AACAASURBVL4WeP0S+LW78N/3j9IcH4D7/9XXovnCRWS/6xAX/pP/94PtKwAspnGCCz5uF1PgQLh0J1PgjZeA4IA3X4p/Tx9DNxzlq17OxSRHrKtVolhsOp26NI/HkK02PSVX6t9dhCcfhJbP80pGps4qJN5CTT0EdCqBDTyB5JIT1QL0+3avbQaa3h5N8WTljNTuBFSS/VYJkkGQXKZphdAY8tOwrlrOr8Ia6yoDHU9w8PolUHAIr1/G3TePwPuRuDtZ72H6hYug4FB/4SLe+/IRaG9lXfNCuC0y2RbJS6mo1LykjQbca+qhYBSO9Trav5bLWD7w+PgEy0Xcd3x0AreaI0wfAMI4evHF11G++xqqF9/Arftfhj8RUnJ2BxevfwX5Ox9C+8pbOGlvor3V93KW5RTcArSYoi0XAAGNILqmSSFD5TSSfzUjs2Z2rjPCWpD6WmkpZWw7+Bzc9O3JGqJHW9ykiuio8w2c5WVPWsnjEnw/GDG2wzCPYLfQ+OAYoDZuOuHsU8G5mOSS7Iaf6rKmhxy3U5RhDYJRP6y4TUclHaRUHxp0mFtL6qcZQ9TlXSBCagDIBrX14vutL7I6E3SrE2HbiTXtP+C2o5JqPGzKFcdW49PgfFD+mN5PbWqeo/5LhHaF5RoAH6F46W1M3rmO5bW3cHPxFawO4yRXV2t8zdU/iL1br2Lxwpv48ld+DUUZDfPee0wmcSLY39sDABwcHAAAZrMZ8lycMOqcYHntZCKu6gYnMqk9OIzctAcPYv3a4+MFVqsKYMJrP/t9mN/+KBZXX8cb3/BXUU4y3P72/wFuOYM/qJDTtLMYAYd/6lOgkzncfAG0QKvpt2WQ6qbB/G98K/K3Xkb98tu4990/2aEOsVF1ZjLJ5RNZFJeSJw7ASp7pUsvuiYrbep8ypAwKL+k4dN+s7RSQ/runZpF2y6HPmkLyJNy9VBRqU7q3wYNsNb26RY/gTThnk9woT1UYcIsJMF9uXwYJePc7fhJuOcXK3e0fQ8Dnv+FHkK3mcPNVF3TDL+ZA2T4+yj6D+PUc89sfBbHH7PZr8Ks5MFkDxAizE0vCOLyfMF9slrvQn0+myN96GRQc8revwy2mwPwZF2ke5anLOZ7klEoxzHIA9L6wh7ai+ca2tbNlOTC1eEjz6KiWFjsa7T8FREXj1nJf5Rp50LmS1Xu35UrjNBWDN4meot1R4m7LaNSZoJkqWGkawRwEuzyJzMD1z/xxTN55Eavr7+Gd7/zbVmyaQmNIsG1rIK9RS/XzxTKqpMfHR+LMuIsZTeO9PSD8vp//Puzf/ShOXngTn/+GH8WyEkqGomTn4LzE7Er5PvKDWadl1BLnuajr3rZpCaAM7WSF+uW3kL/9CppX3sGL/8xlTPdnmM0iysrEOaBE31qiHJqmQS2xqrUgqUrGryoeoH7lbeRvXUfzyrvw+xW8qJRNVRtfoZAY1iKLyLWCxD43DpKtHkulDonnqco9XN2nEfnBKkDciWIxgrdyJNyZjPtDou2zkmHfHsUh2HU6DEnz3d/dUF3ljsuOqZf9+TQ5x5PcKO+n+MUEk3deBAWHyTsvwi+mCPOTJ2ozX8+xf/ejcOyxd+sjyFYz4ML71OGhEHDvT/w43HKG/OL7hBoJuPfdn4FbzOD36s02GchXc9Qlnv0sMsr7JudjkqPBTO4CjAyshnTLnXZ6U2lu78egWrhT92W1FUVtZd3fEkEXAJo2rt7ee5Cs5JrzvxREtpcRpmI3WwjdYTKPNqo2J1SDAi4kmT6CZFhp2jXqWukKkulEjNzLVW1ZS6aSWaRR9kHbIO+ErXWvYXa7vYDVyzcxefsaVtffA+8t4X2yjRVTIb5Kpg2iaFO7cDnOWuvFEo0UWa4FZbWzFifX3sTezY/g6OobWBfH8FVEeccnkoVlNkMxjX2YlhHRTcQpsVgcy1B7sNOY2diP/YPL8d7mbOTdS5euxHam8RqTSQHvFUHpVkPOgvW1Xse+nKzic7t/sojXDYDLPTAFylz6Js/iwckKH/6Jb8Olu6/h/rUb+JVv+hRml+J1tVZhOSmweBDbPFLir4TD1UWJrI79zoWe41otYZmIz/bODcKbmEIiwlMf5T0qjeppyCYF5OznbrMfnhbPmup9FEZ/iiOxPtP1zsckN8rTFwLe/ZN/D24xAU+P3jck9MU//t/DL2dYZfefK7TjlzNcuvsaHHtcuPkh5Kv5B92lUR5Tzs0kt2l/UILswGYRQ/kH53ZdMtvbP400mewi3Z2yaprPWpBgW1kQei456vbEo7bvHaZir5ta7QBBkpkHSzYKrTWgSLJV+kcLOBdtTJptQT1xIQSs18IB00Bz6VuewcodavbaRDJVRNdEGsnsGF7sRkUREcZ8uo+JIDkrsmyRain7sq62SvO4c/cWgIiW8nXMp2ZB7TKm66pCJfYx7ZPa65ygttDUliHEl2pjg4jDdLIv+5TKEe9xtW6jDRGJ9Jyc4koFaXB8eDfuk8dcia2tqVvk5o6ObS9WUj6Q7+DepS/j0r2P4u7l13G3uoHL6+tx3MqI6HKXI5+LDU7yyC3F7lfPCsDK7Km9UL35yctqdidoOB5MPih721nkWaDJ4SUYWSKWPwKJ5NxMcg8Tq6+pBCkAGzfJLpUSfATpxwIO054HbTpuQ2Wpc3LxMsyFQ3KxKLC3jC/rWqkEOkl5jxrqKFAVXLJZ1NEw7ktCCPLhDwvRBOpksZCJRzMyEJnaNsxCogEX3mU2YWpUhlJomAlQWodyujRjSYfjplw2naT35hftWsor00gLTR1+vFyYeqmpq1MBe62a7owTkFRondwdap2UlmoySJlo9LpBnEBsjgeJN60qOI7HLNexTzrJ5j6Hl9l0KSrs0ZFQZpoav/JHfxjFeo5b4Q6wBuplPKaQibyGA0/EGSFjsyzEuTEtQGuZ5ESFpkqN7LoAJtlIHkmbKfztmN7/+9tnJ/7hh7zvl2xTPd5HuN8nil0lootE9Bki+qdE9Dki+teI6DIR/TQRfV62l57kGqM8ojCQLconoTGNokKManJ8PqHUKGeWJ0VyfwXA/8HM30lEBYAZgL8E4GeY+YeI6AcB/CCAH3jC65wKjw3hn+llTE4NS5/cQW0pjXg/CsFStwFgcRi40EdylycFDpZi8C4k04WohG2RoxLDtyI4J+neWQz53FZYLFQFFbShCDb3oDLu0ywerahGDTUoKAMY+NhP/WHM372CxfXb+PJ3/CzWkjljtaqN8pKZuipqtyvRBlGZBXVoBg5TUZcrrFYLaUuQp+ZSq2vUTbw3TTChcaYAsJQ0JA/EGXH16tX4g2qYeWkRE8vVkbSZzBNir095/DTWmJuOutr0rq+qcdu2KMSskEsK+9wravSJsTFYFY6OHhhyUuS7WkZHST6RdiYeLETnqlTEK+UpM4JTB4WMJdb9F5SZJAYzqbDoUKZSYW+cIr9zZmCm1saHkeGsK/ljIzmK7rc/AuBHAYCZK2Y+BPBtAH5MDvsxAN/+uNcY5dEkW5aYv3sFxA6zd67CL8sPukujjPKBy5MguY8BuAXgbxDR7wfwywC+H8CLzPwOADDzO0R07eFNaahVIkJisIoZJZeAIT2kKxtz+6CQcq/U28Du5og2FsaU58xbe16zEwvEmIqR/OJkikuyoleC5JZqv8m8IQglKDshEdeN2tEqtEIZaQSBrVeC+gIjk7xkQdosBEXMSsBRgzBjHL90B3vvXsHxi7ewoAV4ncK9SMKaqkriRFc6Nq0Rg9WWV0gONUVyVbUym1xdxd+yXG1FnMocWjpxGdnWoZX709xtlh9OCMjL5dLCuO7duyfnaz8mYHGmVOt+fOvJyQkWywfSz9jWRDKNTGWbFTn2BAFPptFDWubRRnjp4AJqceYsxd43PxAqydF9vHvrduzDLNKAgtj/WkWp831wIWhWigMpifo+WpSC5PY1L50UUHaaUZ5bQ3J+ADeiDbpLl0hvvQM+cHPEmcqHPgLIPNOxFPA4tsAnmeQyAP8ygD/PzJ8lor+CqJqeSYjoEwA+AQAfGTLgR3k8IeCL3/rzyJYl1vkhOtncf+cIE/L1HjCptpJ73XIes5GMr9zvGHmSSe4GgBvM/Fn5+zOIk9x7RHRdUNx1ADe3nczMnwTwSQD4A2XGxOhk7w2p3J4ghJRrYRuFpPvHjt52isgkG4eGjyQvFg3Q3dCzxWBzD3oN0Bdkspfl2C8jgrgnPa7kGuu2NntRqV5FsYMVmeYG42RvktVekcF61eDkSPKZHQtquBhpD+1+gWuXI9qo1i3qSYvVidaKiOeUeY5Mst6GRjPdxrYfHN4x6shquUJRzXBC93sk7TL3KIsc+XqKVRZjV/OMAAYu5pcwvRbRt3p5KwnvWq9a1IJG6zJuDw8PYz/kJg/v3jEkp0TjxXEM2L+3vo9actVVy0ruUUPOjnGyinY+5hpgwje/+V/gheOvwd0Ln8c//Bf/c0ymJZZTBzDh93/238P85mtYXHsDX/6m/w6Hd+5aIZkLFyLpeS7k7bpOCQ329iNBWlPmrdexb3VbYdmKN1xsiq08yxMKaCW3HQTJuUyLHFkWhVMXoUGqiIGc/3y3w5KK2+SR8tKxQx/PPmUKCTO/S0RfIaKvYebfAvD1AH5T/vseAD8k25963GuM8oyFgY//o+/CxXvXce/iW/jsv/LjvTDh3/v3vwP7d17Gg8tv4df+9U8DDPzzP/ddOLjzMtYv38TN7/w/P9DuT9oLeOH4a+CQ4fKD34Oy3gemUuN0vYf5zddigP/NV2OAf3E2xvwoX93ypN7VPw/gU+JZ/RKAP4s4xf5NIvpeAG8C+K6HtsIA2FkQfZzdBUGZ+SytXGn2322b2y3J1jEUGqZ2AVION712GzqkOSXgxmNmmcdMCK5TOW+h5NDVygwvFkwu7rOJeOtckeOgiMTXuRQr1gK7q8USq6VwuISvtTyJaYkOJ4TFUUQgU7ERFXIN54XHVTU4WkQEciJeTkVNq2UL5xzKao6Ld6/DwePSvVdw780azTSeczm/iv071+HY4eDuy3CLfYAC9u9cB7FD+fY1rG974EDywB2tZNxacxgGyRFEuaDMpgECcP/GGofrqF4rX025hLPZPmal2MSknaYK8KsZFu4OFosT5NUcD8I7cSze+yIu3v9dOLz4BdBejVm4jKtSnXjx4huYvfsqTq58BWt/CF95e3Wc5daL1/Xe4+BCvO4lQXnLNiKvw3cbVOUxjhcnlr5pXwqHa96t2pNVn2MtU6iha+LBZmJD2lp2z6qPOViKJrMnD9PCdLbPmifnduDLbaR7WyfVbMsdX/YWJLuLuO+pU+XrEZDsE01yzPyrAP7Alp++/vEaVKIfOtlHYPuAJzAxJa5AxxnRL0gz6AyA9PI3XZKtqdJxozVGvXNWW3MuBNgjoZm0VQWXayEVKV/XSnaLQrJ07JXYczFmdD6P+zL5MMp8gkrOa4TK0TZxe3K8RiuE4vksHj8t+5XhObSohcKik1uiSJQgItRFjdv7b+Hq0Su4c/A2plenKCeR8DubTrC4dgfzm1exeukeXnj1BbTtEssXb2P23gtYvnQT2GtNlTw8jOpnaCobk729eG+ajcNlBeiH/yhefv0KLr90A29/x6dwX6ITghQ5vXz9Il689or0N05K/kf/CNyNq2iu30QTGkzevY7Fta/g9W/6Mdx46VN4dzWD21/jD//d/wyzmx9G86G38eC7P436z/xvaP/H78L8nY/gX/iFv4CTf+d/xfFxnPAtWacQhvMyw1zjWSVXnmPGRz/9JzF9+2XcvfI6fvGb/yeQj0ix9P1IFfgskbbRF1JysANSdhvZbkm1xk/88j87iXVTH//8U8+lAPvoHqFwx1dNxMMoT0EYKOs5Vn4NjZL52X/uf8bB8gpWBw8wBA5f/Ma/j/L+AejFpR3/xjf/LLJVDtpfPLox/6QEXr8imVFegV/OHn7OooS7cRUUHLK3ryFDtHHNbn4YfjVHW9xHMz3BdH0Bs5sfBrFH9tbLoMUM5Dy8ZGLJ3noZdDIFcPZMLH4xw+ydl0HscfnOayhWs8gMHeVcy7mY5JgYTda3jzhTU6OYsdZ31EX9TTPrunRCqjav1A+hX3SgsuWt6iwKbqAGWJFkMaRnLkNwEaVVgrIWHEmi03yJawfRAH1LVNmFxKWGogX5iLyCIEhhmRiyKRlAGdU9L2m0U8m8FpkgucuXXpYxESoHVWia2Ifjo0h7qCle99rVqGpxWOHq9cjmqdcrgIHf9zPfggu3X8bh5Rv4la/7NADg4//gT+Pg9nUcv/AePveNfxf78xiwsr93AS995uPIbuyj/fARFt/z66A8XsP5BsRRtfviF78MALhzOzoXrly6hL2poEFBRrm8du6gRfvaXfDrl9F+6CauvDzHgzr291AQXZa3uHhZ6CAuB18GTl67A379CvDh2wgc4G5cQ/PKe3jptTm8ZFEpyxz8kfeAr7wEeu02rrx2gMlkgvXH7iJ86Qrcx+7glX/2KtbL2CdFt1/8Uux/u64sg4zG4zblEovrb2P69su4d+V1HIc7mC6jWYEk5jYXB8Seq+E1DE5Rmpop1hqyF0BCUG4lZlbfV+bGylIGy6cm6DwkdNdqychnXL4i+B0XZLejnACs06HDPxnmT4z7tq+WseCR0rDOfsPnYpIb5dlLvpriwu2X4djh4t1XUKzj5HBwO9rd9m69iGw1AcTU5BY5shv7oODgv7IPWuTAhSfLoksE+O/7BdT3gCXdPhMSjOf8A+CkRJUdo14vgZMJVv5wA3k23/O3QYspipdifQ0ioPz+n0c4KYH9tS2OZ+8w8Maf+DTeef0EVXnc8diPcp7lq2CS0xdRdfH0Yg5nfGY2UuvQsGnFMdBZGe281J4FANs+IWtq+T7vkxNEg9hlMcpyh4mk4fbCN/Bio8kdIWitA1u8uHd+nud2T5mW1hNCaXX8ALWQZ2/fjmhtJrnLrlye4cLBCwCAowd3AAB704hCPvbaRwEAly7M4eReTk6OAAbWv3QXk7cvY/HiLVx+NR6/fOkWZu++gOVLtzG57DGRAPT5QQZ+9QR4Yw/86jHKq4xGlmznCcSKQGIfS6HSZFlmds3CijpL9pZiFkegcJjlM4CAa9euyXnOxkRDtxLTh4G9FUrOMJ1eAC4C8ybmmlOCdi5jk13xyIQYnAuVo521ACYgAF6etxKTC3ECdetWuK52QEAzW8DBITQtWkFrSrA2R4LPjftBknRAkw8olaRtkTSPgeOhS3HcVvjmPIsR+Hd013XvQx0tZ1lwXNF3Op5xOL4KJrlRnooQ8M6f+ofwixIP8I5VeX/j2/8v+OUETd5sIqN//7eBkwzY31Ej4hGFA1D/t/8q+MuX4F69hfDnfubJGx1llIGcm0luiMpoiOB0Q/2jhnJahlFAnKtDBGheUr+xT6teqWpDlCUEJxCMZGXOModCib5CUlX2wN58Aj+XbL+sq3+lnQYAtNxgL4+IqsgmKFc5qkmcbMK0NYL022/eAAC8exxDoO7dmeHq1XiehkV96JWIbC5ciPaw+bwAh2jDK4to92rbqKLO1y/amIgJEbUEyBeS3y4vCOH/Z+/NY23Nsvqw39r7G854hzdWvVfDq6GbGNpYoRXiECceaCmBBKFIxLE7sTuOSSs2MZZbQlj+hzhRIsvYxkKxiUhwaIKZHBvhmICgTZwEhyCCkaFpuqtrfPVeVb337rvTGb9h750/9lprf+fc+6puDf3qVvVZUtV595xvHvb+rbV+67eoAUYN2jbGDX2ImcjC2lQ4zce4sxP3uzUaadzFSdE8l66Z+QjhpV3AG9Arl9HzF3D58mpPjbLIkQvyYdQUXIpfCeLtSf8II1lxzhyTUUK1A5eVddKUsr58CgIdDAYYDVaFMgX1lVye1YTkrgcnPT14/3kB4vMkjtMZXk/QJnmfhAFOaBqGVUZA56dA62WOD58a/ODuYOn79Z4WXYk0t/aekiK6tKA8Nxp9s3lHSIFw1pn23Axyq3aWBjNvc4vmFDd3LYERkF5S1XHjukt5QWHSgAcRiBQmuzV6QcU17HECoRz3QYP4AlWsdSZlDRL0bts2HmcA/sjnfj8u7W3j/qUJ/s9v/h3sXthBwTd9zm375pMYnF/OFzg64MoI5sI5frF9I5UHDfq9VQqLVBL08qGy+1HIAM4ulvjWwSSlEiODDYt4otVB0fMoucuy6ePBWN0TEf0s2W31gwb01CHCSzswTx8g2/HouTioFnyMVbXAZBLPt1fEhI+6sibTxJC4grnMKjKg+ka/8ypkl16wwOctDXjkOozHY004zLjvq9z3XNxPcshF0YY3qRqrJo+qGYBKu4MHO/kMTYMgAqpCa5JEAvwJloQM4N4T1qfyh9+ScM3CyXeWurXoSMAhev2rxyuTQzCkA74kXnQCpjSw+RNX4MF2Tge5r27rVQUu7W3DBIOLe2OUyxyu95DTZw/BiID8z/8LYG5hdxabOP7GviJ2zga57mywjrbeRHlEG0e/yZa7SE4jwrJFmSFTUkICwF69CSYFg2A5fpWx+yGNViwZrYMdc0PiLUZy9aBAY8RdYxVdPhdxlWAsXNNgZhrcvbCPK/sXcHf3AAfNPWz1trVZy9VHois66nPd5VYPw2E8p+e+KJpvU95HRArWGGTSzLliKgsTlcvcJgTBhyI1qOKihRBArbRQXHUpq6rCbBYRpBBgx+OI5Pr5UIm2AqSk8oH74iAfO1jYWEAvqr2cpFnMj3H71k0AwMULMbkyKLnZTq8P66XWV6g2UqHCO3NeK1MWrB6SyLVGUfSUWy+K0srO7gXMl6woPI/XiywjUC+NiIKGEFpGglYUlilnzTMgkFxUQXJCeSIEL5SIaBqkIUpJtLD6K3UQzVnb8r3ndgpyEzvLXKWq81rf2oF5Iskin/Kb99oOIYQz7gjnbpDbGACAgF/4pl9DryrQ5Ke0ytvYxjZ2ZjtHg9xZQ6cnY2tBNd86o8G670NWl0nLcfxJSraCRt4U0WUMbQQtGpMDrOZB3FjF5hIrKlDwNsf9uN4hx7iQWdRuVY9MZujU18AqAmkah8YsESqOm2UZLLOHt1jz7NJuRDQ72wP0srjcG7e/DACYHscExGwey6sGvSG8BOwlASF9KJpWKTI6ecqxMuHYe4+Gy8iqOn62nHiYzWaYz+O/hXYhfR3Qpvim9nRg7TXv+J6AFDkLqt3Z4uRIu8Th/Rh7vHcn1qdKgshQpgrGA6F7iGqyxgu96u4tOSYodzmEoN9JTK4cCJm4xJTPSZSQM76XonXnvQccoaiGcEXMOLfSgCkrFKYIPUIbnQvh12apXNGvUnDidZFPiYvK854SDtrj4aFPhImS9ZZLrjWID4ZSLxKtrJRyOKMPoZS/6d+tSwrK4QOfeNjYxj4AFgjf8Ct/Gtt7j+H40i38zh/98Q3qPod2PgY5Oo1Cslpe9WbVySudjta6Hmk/B6vMTO1EpSblJsbBU0rvA9D2f5JtJJPB8WWzQaYhLtOiHD3u/pRzvMt2QIzGW6TLlhNFYskipZiQ1a5E8bdlNUfJkiQ5K51I5tYStMdBziok+/diWdVLLz4HAKhmO+jxb4GPTWOCto/CCpVC0BWfmrYkdLoP57n0jI/HZkmJN89GK9dkUTmsadpCWLKK8GD0fhlTIEwL9AdtvB71WOkF06MYZ+wqFLdMwyE+zoKvv/OC5ICmZiViaRTuE7JwHGeUTOrW1hYfh1GCryA5afcoMUY762N77zGYYLG19xjMcQn0lrLXlfgacBLJ2axMLTclG65rhROPfOr5kN6V92tMNW8CHdffVFUfkTgipXNRz0lfFIJh5GbyhNiBKFbhukIZH6iYXKBONBhMbZeI/2oa+s1sdZATORteXdjmxqToulm9Spkz+p0Elz27M3LhA1l9OYXvRSyvkwWLAQeXSx2jhZrQQgL1lCLwfLoywBjUHAA3zNcSrtFsNhEVH5DwrEJ0Ww0alDlTH4bRTVzM4vrHXAMKNwXxi9/j5jpWVUh6mngQTlpPFVO4/WJh0B/E9fpj7jsqg25ZoOZrEZgCsn8/8gTbtlWXX9vtrZ4+QiBYmyN4YP4DH0f7wg7oqT0U3/Ur8MFhNIj7E95ajxM9rg1oaxYwtXKcMoDq6wMSH1wUZWSQbJwOZNLodcSySrOqxWIRB/MFU0galqsXpZJgGxxevImd+0/gaOcmKhwiq3niyRzEGZVkioQ8pI4aWUj0OMvPCbvZ5hRJsER9Cm/R3Ob9s+5h6UCmCT5RXLFKj5FBXqcdQyB9P1fbUyL0YCXU4JuUvXgLOx+D3MY2BiBMc7Qv7ADeILx0KaqUnGf3j4Df+Ld+FEU1QPCT832sX8V2Tga5sFapoASAVIOgGnBZqvMTF0fRW9AEQxK7ZIqBir/lMOya6DTqpMO7S9uUqoZStN9krgkn0J5QSsh5pV7ILF4yQphnBo4bwMgEpEF+cQl9ra35xD2umL5QLZY6e5d2FZEAFnNebnc3qoZsbzNaAyPDUCnTvsfnPxpF1zI4gsylQ6a+DBkR5sJ+yICekIl78dz644ioCBYLlji/v7/gS8so0VpoQxZ2/Ruzir7ipwONG2TPHKJ9YQf26fsoth181Qfx02D5aRClj2yYKX1HCbp2NYDvnEPDj4RcL22S3QYV4pyy1p40tJnOFzhk0nXNXBfPrrFoqzbBoa0rtFRhzDXLmYCVtoXJRC8whheEKAypg17O0EqFhEikS+jC1RpWSAT19JmuL7vA+ny+PXurCqGzrrfy9gqlS97LNY/JdY5f6nj1WcgLWE7smWwNyRVb+q5mrj6zwMI5GeQ2trE454w/8xsI0wKuvL8hB2/sPbFzMsgRcKJBDcfEVLKDA47wMFpHKjEOUb81HckIjsHxDO+ZvtB4D8cxFZ0NeQ+GjMpQG95/K+0HpTQFoYMcJZAvbQM9coYGRgij87ZslwAAIABJREFUOuNRQofKceSZWRRkPeA4kCHBbSe0DwC1lGjVElNi+fIa6EsMjdVHekw34UoylJnXWGBuRD040iXyrITn8qKCA38lby9wvScZr/p3UoIpSYrpYo7plKkmXAYnNaAEoOG4Wcvoqm+lVE7IxVlKDAUDGrcgppkMen0t3ZIEgDSu9q1TOokguXWz1sKJhrxAsJaRsGuVDlJz7LXm+7Zc1PBS8yqNrjNBgnw+zqPWEiRRWmFKiyWUGgfmZyCTJ63Q48lcog8BQMX32zqj1JFU1iqlhV4DmlKW9naUct8Le9DePHWSVkpzEes8/0qrkbil1U8jpOkTMblctxEP4Gyz4MOu693Yxja2sYdq5wTJBQAeSTDsJKLrlrSoPy+Tv5AkQydNn0TeACTawNI5RUBiEuMqrEUmPRGEc2jWEZkHSXdgppsI6rPBa3tCK1FFrVYxitwkbicJ45a3E8nIguQ4DtS0GLR9zE0Ly5sU9ZKqjYigaFIsx2aC/FZjNNZSil+t0WqIrJ6fJoUVrfLsS0Amyh58aQVZTSYTHB/HWFzbSLyzn85bU4FcAuUFkcZ1lk1QBO6aCpgW8L0liICmnqOtmYxrVhF8MAE1/2a1dy8Xv4uyi3OoSAQJmGjNMTbXOkVySvCV++59UqPmeJeINcjzUzUtMsn2cUytkN4alGSqlTigwdgU6NSMoxNaCcej/CkF+ppcbZIWh393CO6dFvaf0orihJ2I9/GusixLCr+ZeFwd8QLJPnfEIQCsPtLGnJkBfS4GudOc1WRrSiGU5GlCWH3oyZhU28Zun7gWSyllJKucHBmcHLu7bWiTjHSQLkoiodOtnU3y1QBA7OqZ0Gov1oL3kQsFhnwS1+RRQiSkXeCXLjhNnzvUQAD+xO99Ox6fXcOt4Wv4h7/vfwMIaHiQqPmldT7XxIMcS9DqCmmkk6HP1BFvSr42UteazkncBvGsyKTjb/klF2rAhHultnWtMkhzpltUXDs7Xzbqroq7PmAhziknOaazApl1QACGP/4J5K8/iurqq7j3bX8fVT3RhM0jV2Pt6rAf3ex+v68DPq0njIwoj3hdpqnF3eT77ToDiVS0MBcuNxlKE48zE16fW+U3hsbBi9KIleuXuGCV9LVlZZg+V1UUQp/wLcDr55KwYtFOBJ/akwk3TJU6DIhvAvm1gfRhmSQXZFI4xV1W4VmsfkZBUVHw4cFNPo3VmcZJmIPVb/Is09iSWee6vtmhnnnJjT10GzR9PD67BguLx2bXMGj77/chfUWN5j3krz8K8gblG4/Fbvcb29i7tHOB5KKxy/rAn9NUpfLlEuSX2ZsEEwIVuyQVk1Qbgb5FgZwRRCb7EzmMZqnKHBLsFjFEgS9ETl0Mgri9/BkaGE5UlGu1oJaMVjFI4N8xSqpdojv0Buzuth6VneHV4W08PruOV4e3sciXICK0jCiEyNp6oF+yIkoZ95Fxb1NDIsvtIF66E2oCn1rZS65owdUUzgmDM51rI5QVJjiLZHiWZSgYnhwdTVY+D/YnmMxX+7xarrMdM7m3LCwsRST3B3Y+jvHBU5jsvohX9p5DlgWMhz3en1SfJHdbZmmpfKjlN6EJoVtZIabcnUQIV/I432dYpQHZVtAShwRaSViR3lNpu5iQXI5lw31upxHV5lOunICgfYvBUJRsVqtnYCkl0d7EN3wQTeOs9k4pJLq+Zhk6x6RCs7S2jEr6pBdDOUp8v7zHlO/llJNvkoTrZQ3KkulP/fLMx36OBrmNnTACPvvsT2DQDrCwS4xp/H4f0VfWCPj8N/0d5PUQrT04n+TaQCjrMap88n4fycbOaOdokFtHcZIqppW/PZw++9KBXkqfPHkpNUXFsbgpx18aKfsxFlRK/IZnbzAlwTslzIoyiSicaPrDBiUBS1LCKmnTwTA8yhkZZCHFLjJpi8hkR2lV5xgpLJ2D5fiDBAe98ZgWU8BZNNLdnRV9l7UEzQOIZzi9Wpp+Z/RkTapiW5t+m6YBGEm0YbXOkzqNVYSq41XNVvZltPZTalhHI46ntC0alktvWEdvOo3xw7qJCM+CMOD1rlzYhs8W2B6KZl6OHVZd2dmKg3yPz7UoMk2YKJ1GFEP4HpVlv/NoST0w9Jp4uT+MLg0/QJaMyNAhE803R/j4b383do6fxv3xC/jlr/1+lHzemSST5HhCavSjNBU+xoxLtywCHKPiwM/klkAi14FvtBqbCyHoSSSC0sM1RWlhFbV1EyF6TH410Ya21eRCYE+j5us+b1sccnx5fypx3YjkxtlSyeptGMP5N/H8OraJyW1sY2e0ohlhZ/I0DCwuTp5Br/mQI+sPiZ0TJBew2rvBnPJv+UwznGQ3ZdJzwYMTMqgYHVU8s8w5y2hhUAfJaDF1hLObedt2kJwgGC9HyHsPCd0FUSyRgnmngS6J5RETXzOQ9kuQMrCGY3k1o87FooIPs5XT1DAGSLOUxFySPquKOG+QF3GG0+w7JOuYhAokBpcIpCkDKahYEJERoq5kXcnD2BTfi19KTJSUwjEaix5bRF9bW1u4cDEWvS8XS2TLAY7tPQCEbN5DU85AIWDEZWSXd2MDnPFwCASgX4/Qu9DEnql5hjArYcsl91FNyrxKGVFkkZoSeb6+QgERI2tg5J6oIgx7BdYr1aYnpXZFjcn2yxgf3cDB+EWE/gJFJlQZuRfx+h3MgFIyv/wM5lJqyEi8chXClL0I1g0UZZdeU8O2QkNaFR3wqSnmu7Z33huCr/MpYbH1LaYMbPxlWTVwjG4rFjRY8MN51LQ4WEQkdzBjPT9prpQT6k423Pk3CVZ27F0NckT0lwB8J+IZ/w6APwPgUQA/BeACgH8B4E+F0GlrtLGvTgvAM7/0SQzvXsfxxZsAAeO9JzC5dBNf+Lf/p1OX7/34t4BuXUXz5D1k/9nnMPsf/yjcy5eQPbWH0Z//FZzSfP0rawT87r/6Q5jPC9SbmNwHxt7xIEdE1wF8N4CvDSEsiOhnAPwJAN8K4AdCCD9FRP8DgD8L4Ifek6N9gEmMrGkBpo6hdcKB45mZZ4C2qjTuVMpLomgrwOq0wx8yWVBCDOsF06lzUMoQS5YW/qSSsVEWM8/+Mqs1DapmwsuyRp1h1WEkxGeDZBmlPMhqNlTkn5w0dJbyNpMIzWEtXdd4B3DpkhVenDSO5vMucgObrR6/U625oOrGIuMkHbKKosBo3AdNexjeewwUDLbuPwkQ9N9f++TXo9iN++1RDsxK5FmG9tbVqEjyymVsN09i7+VLgDdoX7qEvNkClTN44fpxzDUTRCWx2aqKas5Isj6mg26dEos57taJKeXS7lBkr/hzYZYoUcC1RrOqYvIsHk2nKKXRdRXn+AHf51wusXfqeRScSV3w+RjXoCdlXVoGmPa1/gy+U3uvunx1pZ/W+XH6dvCx1k2DilHtnN+BCbtjR22Ng2W8BhNuaicc12EWkPFys6qGOyMR+t26qxmAPhE1AAYAXgfwxwB8kn//LID/Cm8xyAUQC1GmC57GGnkh2UVzpIOK43R7K4kHm1xRuTC1vATMbg1tBc8seaHuZ0Xq9i5CmCTKJIbdR1PpcZjAvUhZO63lz7mzWKpcOtduMj3FVDUapnXMeCBc2tUa2GEAKq4YkHaBC16217PIc3YvM3ZxLA+IRZYEFYVNz26UZ5e88hUKYZyzbHu95EB4ngYzrwMXJ3UyIdd67UErgXzPj48hi/XnTdoGWmsRQgGUQHjyAHhlF3hyHyAgvHwB4cY+tq6VMJbd6b/7h4CXLqB9ah/01D7CSxdgnr6P2ZV7sM/ch3vhIuwz91FtVaCQBi4ZZDUg7qS6odXkiRWNQKmbzHPUnAwRGpGpmcTd1ih4xhxJf112Elv5OzTq1itBnQf5+WSJKSdBSl5mHmICpmBJ+SF55C5VXwBAJZL45HR/ct/kPDKkCpEgz5A/+6v8oM72b8dacZjXSMFAGvCSMCYnYHgiWdoMx3y+B9ye85Dv12HjcMzrL8vV7dzKW4wZH8ydV6n5t7J3PMiFEG4T0d8AcBPAAsAvAfhNAIdBm0niFoDrp61PRJ8G8GkAeCJ7b2aTjZ1jI6D99K8BswLZbgUEwE9yYFSpejJmJfDShYh+X7oA+1d/CTb3sOMKRMDgL/0qwrSEGcW/369GVRv7YNm7cVd3AXw7gKcAHAL4BwC+5ZRFT30UQwg/DOCHAeDjpQ2ri54y6JGgN6euHCncYyTn/Qkyr7xAXsq0vE9pb615dfp3WDsSUI//IYgyB9GqSoJQWCwRuLoHudBbZBpqk0KtwOyKXepKkiUuHZskAMQlNCZTlCJkYs+usGuBICRS4YlIeZe4tjbVUkpwvSjl9vuTPoaQWtUtkv+lq9MloIqbJoRd8awiImQSdG6A0VLJ3MXFgKjI4QHfAuMaeHof4cULsdn0hRZEHhmjtOAdaFxrWRxlGbxJiiTxH4JIxTXvlBWpDLkcWxd+rKrdoE2prlLQuXwjdcXLGlkhZF5Wd3bpfktJndxLkkSE6NMhwPF96pYWAkATfFKC5uusmnnGYl3VWjDN20VpJ3Thzri+XQNRp622jujEFvMKc3blZ3yNFrxsA0BAqZas6nOfpWRZOFnb+yB7N+7qJwC8FEK4BwBE9I8AfBOAHSLKGM09BuC1d7GPjb2ZBaDf9D40iIYIMH/h14BpgWyn2ejJbew9sXczyN0E8AeJaIDorn4zgP8PwP8B4DsQM6yfAvBz7/Ygu9aGjp6cFOkKXSM41XGTQnmZDb0SQYPG+aRJjFFFOZuUHkSJOAz4C0FyBkQcwxNyr5T2eCDjAH7mRcE0IRsJhjtFnozEtLLIwnERd9tys2Pu2VbkPQAc5yMCAvBtv/UJPDK5jL3dA/zLb/ntGOfi5VtGNEY05DKf9L0YtWVMZI1NQZj6wgXj0rZProwLPpXr8BQt6MkgS+hYmpCo5p9VYrIkBwStpPKsHEkYxgHjStvRWbIIEn9SRraUXpHeV6UTaNhQCOJGYQZp0b6gVGgDaKOegpSsBYUgPWkqzdsRMrZdtigY1ff5t7yR5IJJDXQquadCBmbVGZueRT05L6V6HrXEWVU9t4PEExyNH6LQggfbaSgtnCF4f1rkK1+bgUy6OWk9fZc44ZOUG1V7QPt9yDqGVJtP+7UYKZG0MFpmefaZ/R3TbUIIvw7gf0WkifwOb+uHAXwvgM8Q0fMALgL4kXe6j4092IZtH49MLsMEg0sHuyiW+VuvtLGNfRXau8quhhC+D8D3rX39IoBvfFsbIkQkcYaOXDCkI7xKHXV6Jkh5jbzypL6+tPpLUk25UgpkhnSQuVBAYhYErSkMUtqAdlHjfeWuRclIqOTMnOho9HNSGSRR+5UMoOikORtjMUAiGre8bFXPOjSJDHWo8dr4Hh6dXMb93UMsMg+0Fo2T8jedGwEARRHSfviXTFSQTeqepC0IJbTUKe8S5CtUFEVPbYeKIP0vZD0iBEZHivYyIR67eHh1Cd+PBN+Fqv9awAN504frT0EEDLmBdOrb4VNXNb0XkhUWVjTpORiNrTHlKJhEMdKMfdx23QJG+jYIiddFEYFBNYbLphhShj6j8R6n2gq+fmUwaJh8LDJU3knsVzyJjhahPMOA/q1vg1xT/tMHr+epDazfxpvcRWbhDDGB05ZwtIrv1EsIJ780ogjMXw+KEhVvdSltHvlZqn2AhFdFrEDuUeZTnwzjcSoR+TQ7JxUP69YJF6+dCdlcg8rSf1LuU2YseplIaovbxn+rnlzaZkadlDyYmS6uUZBluHmJ6IYh58EQIK47JKYEZL5Aj+9Qnx/kMQ8sQ2dh2ZVpm/giC13DcBrdtnVq0sMvZlWxGGXbdmTP4zI/+ezPY9D2sPvYRYxDCQSgFb6c5BHEtQykg4O4y6QDOillRJIxbq3iow0+CYG61WsUfKftnyQg+Do0vlPry8uLjp0hgws/+S3A7auor7+B/T/5T/TaGCJc+pn/AHjtGprrr+Pokz+L7d1YRlVm0sIx0+oN1631RKdvLZFOUMld5UMFUtIKq9txziPPmB8ndJSqwe5vfQqXDx/HcvQybj7zgyhlkGM3qsfPW7/1er+kAY6Ryhh9foLqFUogP2PXrDRWB1eVy+8GX1NmjI//nTllZN96kDvNWhLJf5ExT0ejHQjW98Wfpckw5MqOlod1p9qIDZy0ZdR7KpN7i5zvV5mwzlvapnb1g2wEzPPlmwdizrGZeQ/F7asgb1DcfgRm3u/81kfx2jWQN8hvPwqav/9aeqYZIj96HASL3vQGbDt6vw9pY2ew84Xkuo2kH4hFO7QFCQSLi2KNBrOJktZa3CaTe0MiukoW3nZRizD9eTVDTAYWAqmxqfGMiwgsMNqz1KBgt3jAM9yAHed+C5RCSpVkhNAJW6EWLJO72GkgAwAu1AhN3OZiwfV+3JBnUVcoeGZcVJyoKCQBwq6hI20mLY2yJfERI/Ah/RtIiQi5bt4hOTqMDuVWBK9KzCIxPptGBDpdzLXNn+iCDQdjPsYMoyu3MLhzHZOLN/HK3edgsqR6Mrr0Ckb3nsDs8k28dvQiDtqIrIa9OOANh4OVhjnxeBmBM9rLs0JRZlir+DCchureg5ZViOEchiXXA4vcPE3Rbr2K7Ohx1KNXsFXUKDn5NGA3t+DnL2trFIzQIUiOqxszaclIRt1Vwy58wcdtySuhWlxTZfkESjGatzHDnZZ4MGeAQ6dzwE7HRyakI1ItbXnu9RoRBpq0i8tIoqt1AW0jSTOpleZWmoYw4Os7stmZEdr5GuQ29uGyAGSLARCq099FAl76934aYZJhgVgFgUDIlgO4/gzPfeJHkC16oPFidf0AmPkg1tg8TCPg+Ot/DO2Rhc+mqSfwxs61feAGuRjySORbACnVTKQPnpS7aJ0on6rvkoFF801S1GR0mzJreiMlYFwnSp3YkrQiFNRlG+Ss1DHkeE7B+nAFCvSlXR2kVjXO9EoXaWs0LpWPAUlFF0SMplIjmFkV9bYms2NYRq5W+gVykCfjBinLyqlWWlZIHEWUimuIurHEi7CWuAjB6Yws6K7mpMhyWWPGfQyOj+MxHdw/xjf+5l/Ek0fP4N7wOfzy1/y3qif3zI1ngEAYhi005QyT6QSTyREQCH/4d78Xu8fP4mD7efz6N3w/6maBbD8eiTEGCIQ/+C//CnYOP4LppZfw+nf8FECpUbYiuFzUYwgl164KQdp0mwwJgOV7AFbztd5jlLGCNJfTVdQCBPhyAaCH0gT0GE5owomRRhMcGr52tSa24rIF/11S0CZKKc4o8SevsThBcqJUDE8dUC20npO4Zh25nRXznSWeb5WStbptolRbLe+lvIEeidZV6grpVyCS2g0/33PpBsqbG1pCn6/XVkY4azjxAzfIbeyDYUU9wu7RMzDB4vL0o+i1YzS4H38MhK//59+Jrf0nMb14E7/+8R8EAJTNGLvHz8IEi92jZ1HUY9S0WN1uM8bO4UdggsV47ykcLIbwg9nDPr2NfYDsAzfIhTZ0WulJ/C1l+wRlSJzOyHBPHSTHs6DEI4TUa8noevJRSdxOhNpQdOpNhAog2m0VMs607gxZxZYVFfI8oMd9GIpsNUtZSfctv0QAozveplMSclI/aXxcZlnHl3tZTTBl5Fb0og9XcKF4y12Q6mWA5UpvjRupBn+rsSGSuKi2XUxxOGmiLTGtxTTu//7hEfbuxQHs7l78PNw/xtcUn8e16utwZ/BFHFZvIOdjqvYdtvafhAkWo/tPoNprcbQ8BMIh7g2+iMuzr8H94Zcxae7CVj1M6B5AwHK+AMIbuNv7PK4svg73R1/CvekrwAwo+Dyz0WqhPhF17hOfksSI0DHJ+IpSiPMomZcx5OfMG+nMxfFWAxR83XN97lggglo4w6q3QuJlRKLNva1Bn5/Psoj7KkRoIDg9TilRTP0oCEklgT/tSed5Pax9Khn4baiYdJeUpu+KH4X6RIB6Wmvb1mW9Qy4voQosMPWryDHkazmvpbQxLlpYo8h3mGWwdDYFt3M7yD1IAib2Dk3BaaB7o7yu52n9Anc4YdShjCA99BQo1WNKc5wsMt08d3Q3wSqnyXPbP6vuUAPDD/ScBzvpw5llRssjPVMLpNFJ7XiwclNYdo1GY24byNSEWeUx50YoVlwix31PF0cYb/V5W3Hb+wdx28HF700/B0nTkFDwuUnfwYlOFFoN0UkqxINuVRBSaBbSBrGaLzCZREWUxSLud7w1xufG/w1uXPooepcIH6Ov1RrOjDJMLt7E+P4TmFx4BTuPlhg014FA6N3pgeaEssjxzc//1xjt38Dx7gv4nX/jb+P46BAA8KvD70PZbmF0NcOTF2/E68w1pBJ6kEHPtw69EQfvVNiS3cjW6YQlfW5n3IDnYtjGmPvU7vLkFHQi4VAEPHzDrSD5ualYqns7c8h68XovpQkS78uadI0LEe1cG2sMSCdcSqRFviedhdeSKm9qpyyi1J8zWPeNbNe4e9LK0QavxQgnWhLKWI1UEZMrrzL+VmYGwxCvr7QskOetNTkKXr5nzZljoud2kNvY2zSpY+3j4VJKAiFfjoBwRxMHfbcNly0BCqjLCXq0tboOAV/4Q38PxeEFLMZ39Ou8HmF8/wYIFqP9pyJHHBZb+88gr0eIOhAAKKDKjzCii0AA7GIIjKAxNpr1gTI83OuwsXNr52uQW2sWfZrRCl/br312EdwqIzs13vCQKS25u3EZE0L6gzeTgVv0eQm0EojRUiZ1dEpX7+uKNW9nwsmFCQIarhV1EOJj/M3YiCJ6w063eZ6xluwvh2WjqfSqjuhhNo/Nncssx7f95idwfXINb2zfwc/+gZ/X6oaSteOKzKBhl6hmREASCM4cvJEANlNWxMUT4iqcomFBLePRGJf/0X+E8vVreHb3RfzWN/4d/LEv/lXsHD2N2aVX8dwnPotHHn0Uw+GqRLhxhP7/8gnYW5fhHruL6lP/FK6t4y37f1qE2gBFGwFLE//97Meu49Ih15AyEtva3sGVf/ynQDevAE/chf9PfxH0P/87oFevAk/eRfjOXwJsVL0AgIzdZUfSwBsaxnCO3Xum6eRFAcvE6kEQNM4imk5k7xtUTlTFmPjL7v0ALUhcWREbxWqlDBEhZzSdS63uKcSI5JR0KDxrr4hd++KsaiSnMbXeTaNqTx3qCH+qoKacd/DQpSQ6wki0DJQqc/i6Sx1ybaxeuwJGyexvZRsy8IfAhn6A65NrsDB49Pgq+s3DIc6axQDl69dAwWL74GkMplewc/R0jLXtPY5seTrHg2Y92FuXQd7A3roCzJiPtuiB2jxOJE2e/t1moMXJbZn5AHTzCsgb4OYV4P426NVILsYrabsb++q284HkAtbIhdSpE1mLrQXfmaXW9RGCfhfWauu0fR6A4Fdr6aw2jqaT+5NldRJt0OkIwwuJGm+JBSvyTmz83Kvi+vdbgyPWupZyHyED5xLkN76j8Bs/q0by6JU2hRZS7ZSn3LtZgVeHt/D47DpuD1/HvXoPGSOTkikl/bxAw0qrrUjPMZIrc0raZUIylZik1h1aVVcW6k3/uoV/4i7Mq1dRXX0NV35fgcXztzG4cx3LR17H+GoJCql2s8e1p4OrBnjyPvDKRdCT+9i5VsD5LYQdoLn+BuztR9Beez3y7F5/FO76Gyh3alw31+JlthaY9dG/ahGevg/34kXYp/bQv9Fg+eQ94JXLoCfvgcZ1PB8nEiernoJHAccXfFbFe3k84zK+jDRR1Jd4kVI6hDC8AEJE1S1TfzKm4pTGAUz/EaI2MTIxyg2hpDAisWCJE4M6qh1JAYd/TGRtQJfv2mnxqtPQ3Wle04PwURfhFSfgXoprp22vrqe0rFR52ynNSvQY22keDnQI3sg0WWgQzizdfj4GuY29OyPgR5/+SQzaAfzAP7xYFAHVp34Bi/sGR80eQMDNb/1J2OUA2dabxMQIwH/+q8CiD4yqlbDB/JM/D5r30faiK15UQ4TBtJNlAuxn/33QrUfgbtzD8C/838C8hOvPYgevT38OmPUQhouNHt3GAJyrQY7ePBYnlABQojmsFfF7CmlGe8C2CNAggWS7NKYW1hdE6owjJVAmACTIgPcrSK63i0n/EQDAnTK24bvHM/2edzjgOJfj/g/b27sAgC3eXrMkHMyPeNNyvqK95gEm/ErxfNtyuVSzxPF8imNMMcoiKbbgqXwiGVky6Eum10pzm3hOrQuQMiGJhxiTZkwgZsMyJVgzpYIvTXkx4GJ7GQBQM0qdzThjPJ8jMKoMXLTfcjlans+AOdBkRm9X62ugV2vWzWwtkLOemzEETHswtx4BvEF4+TLCNIcZLzSr2isDULaoncRgg5ZseUbVLZ9r3QBtG6/F4VEcVO8fxut/XO6AxrHBtYgNeL6XpuVOXe0U1sX1PKM7YkRn2ha5IBB+vjTbqNQdk+6zejJMMA8db+YELktZ4bczoT1Iqfes1hXiTvpxb7oGf66VAZKSYlYa4MQvzIlxQP7Ougeu1Kq3tvMxyNHJAS79vX6h0sU9lffzgBuog2RIL5RZY22H7kC7/hDJHbYeYCpFy8vW8hKOHsFk+2kAwF4eqSd37EH8u5ph6phukMeXblgwS58HuUWosWTXquW0eY9pH4Myx3zOtY/qqoj7O8f9/ZilFGg/6MkTLU+mw9aQkxC5uAP82XiUEhSXekmdOIQPRZ1A8qo7QSDtzmVt6uAFxPR/kiqKW1iySyfHXzdBKR85J2f6na5fPaZsAEAYAM1Te3AvXYJ9ak9LvoSSIMkB7aTmvSqSVE29ck4ZlaiCUHTibxNe5tC1uFelAQsAxhwu6HHCqGjnCM2UzyVSZ4QnGXymyQBvTh/kfMfJFPFK6c2L9XBL3An/lukfydt78Mi1PqiddYx7ICklnK0qIu3vrY+NNGSETkXS6nqO0lNIZ5FlYzsfg9zGPpwWADPrA6NTlFLd6AEyAAAgAElEQVQCQNM+wvBkXSrN+sBuG1+maQ+hDPoOEwHD7/pnCLMSgRvcPCyLoLCPMhxsXOEPkJ2jQS6NzFHe+3Q4TEQpkMnfJRjcTaQ/6ClcS3CgM0Eae6KVTshSpUTcv0MrFBB2+6osBqjt+Aqmw0cBAHdYcPEWo6/bfqbqH30XVrYpMeecSuyOogu7qBkZZIwMQsCciaYVtxIUMnJVz7Dk38oiJjwEEXhJXLgWx9sROfaYpCoKHrUzKmoh9a3irgoDP5hW0YLos4lUe2Z7quyiSLLso/fjTBO5fhezT/5iCjPkBQaf/Xdhb12Be/wuZv/xP4kioQEY/MS3wbx6FXj8blz21SuobtxD8V98Tnu6ZlkGFA4OtqP/Ji7lOoXIQ+6miJUKp9YVAXNGbkd8LsecHLi1aFAapur4HAhA8RvfgebwEfTHt/D47/8JDIJFxnLz4nYl19To9bJr1QjaXKjz3Qm3rfvriQniJI7y5izu44Pt7SAz4E08ptMoKfKbfBKla6A/nrJBZRXHj9a4zvLhzMe8oZBs7CtiKzSR21dA897ab5H6YV+9EpEbIoIzQgF59UqkhXDs7X2ng1Q9NIePAMFgMbkO1zxsCZSNvVM7R0hu3dYphdG0yQW68TmJo6EzlTxo/E5xt7C2TIA5UR4jxNdG612D1iR6LvtxeXxJXTbEEcWH/+YsIrGXJjFmc6edY6vHZWAct/FOlEO4FjLvaWOV1HqNSZJFg0E/IpkZJxPmjNIcGp0ll00M+GdLTi7w9tq6wdFxRHIDpkaMRrESwQSjISDObZxQozVE2nAnNYtJ10+vGy/kBwu46/dgb19Ge+0OfDlX2fQwWsA9fhf21StoH3sDbjSLGx1O4R+/A/PqVfjH3ojX5tYjwJN30ZQTGBePW9pOBkMrsbd4aGvacSHAcdmd53spLSHbQDiax2t5zAi2He4AAO6bPmjB954ygFo8vXMPOLyMfHwH+0UBLHYw4AtWqJK0NKYRNZmTqCc1TD9JlE3JtO4Ka/VRsAkenUCuZ7MEoCTB9fbsgYnzM24oJV/WjyiZX3sXA2XpLInOfNDneJDb2AfaCFj8J78MTAq43nT1gSRg9qlfgD/KV6keBFSf+nlg1ocZRlfRNmOY8fL9j4ER4P+1zwF1D+P23vt/PBs7s52PQY7JwHQyMHGq6WjOaCfNBv6BwYI0YRicnAK6s/8qutOiHVGuMF55XVImJITOhjLMmG7wxmGkFtydRkrCYTiG5axi4SIFYWAiyhPVBRtSMx8lgnZms6IQrTTJanL2z5BmSqXt3WwRt218gXEY4dhOcHgUkdzWYMjL8jnZpLEHjZVwvLAQuk1QWkdYm/0Xi6pz3IzkRP14sNDsWtCGLlz61psBDuhnPc3mhuCA4TT1mBgv9LBEYabh46bMKp2lS7CN+5A4nEPFy1e83yUH5RZthX1WMJ5zYNcP4zVamhGOXUTl+4iu8jAEII/NdRCAkoYopbm1KLRw0x74Wo8lZVNFxUXidh30dSIY3Pm3EoVPe7bPPtq+3bjbifU7u8reRQjQdYi864iyu491kkigkIr838Yscz4GuY19RYwC4Xun342PtE/jhewl/PTVn314ROGNbeyc2LkY5AhAFlrlCgWT+hForzUnaKvfoUZyHEbKouD1u1N5RnFhONX6X5v9yZ6YfZv8XvzNxlndzwuM2hi3MTUrx27F/e8dfgG7g4jcvmYWP9tp5MndpgZLUQRGRHn7Jn4umUDq2wrEqMMwcbfhY+2NRmiY8Nrej9tc8OGPe1OQyD2xDl3TZNjy2/hI+zQsLJ5pn4KbtZjaGQ5dPP5hHeNRF9DHgMtdq5a5fIwSRXOuIJNUlpkgbU3idEnrROXV5SKTkzKf0hlKGgSXTKL27TJmb5F42VK43voFLN9xL9eGR+rcZtp4ulViNp8HY/AaLTz/e8ZE5bwXSb5Hewu89kpUNnHLuH5/yKTiPEhHPNzj85z34zPwWj9qBV6qxrg+i3HNJ+qYFb/EStCELyIL0nVKunVJOZgGeCECAUEbbwthPMBb+be0iUwcTlLpr3jCPVE2Vg/AqPwRranv8pdYNSHEJ4Jygn6ynvg1AU6hnKynsDMhVTzI/AlUqbnwYHSbskmJ/Wae0nsdUtb8rexcDHIBBIciCTUiKQ+YtYGIOK3fNaJTbt76+a+oi4i6gQx2ApVTt1JNX/i1S5S3CEYqHoS2EN3PrJ5giPjvG+w+VSyD7hc17vIAElhS3ZnoKk0Qv3e+Qc5vec4UFNvjzyxDlgllgx9eDsC7JmBrzGoa/CK3TYODsMDz2XN4tv0onrfP4+4yyiHduxcH7gG7rbuPDNA4cZl5fb7s4qY3bRxUAKBggrJUArjg1b2UC2d5A6HjmggtxTkRO2S303gd3Mxa3WKeFalNX7batCYzRpMJQjlqU1YkfjQO4AlAKDxzrrh44+4buH8YtdWpiAPYgJVDbA40Pr3UADAXzT0egAtfYsgipT1+BmuesC7kAxTsng/auP9eEz+lyVKkSKwShWWqyoKDd9LEaDWpAnTmcElQrTW88GRSDkP66+rIElSBxmB9ADR6MGE9qdF5p4Kut0qaP601ojmRFDkNgHTWEzWisD4GtFgFMWdzwM/FILexr5AR8P2j/w7jMMZxqFDS+P0+ovNtgdCrBlgWJyfSjX1w7ZwMcgGB/MpMFSiVDHU/gTnWkwM6npuu2hwHpMPqQhRI1TcSSSUF0tfzFrZdLScLvoGV4DIr+tIyuq12doyyigPJk/1Yy9kO4qw9qQ4xXbJiRcmulNBTZDa2hV4DaRItsuveGcjtKripzrgfUcOjV3YhNObArQh9KYTfHMAS4aBGXUecMGXZ8gNOjsx3DEhcT5aoFZTbcrC+sUkhJVh5bAR1ZXqhxbUURBZC0PaKInEtneVlVjbWIsvjdwW7uaKeUmY5Culkv6ZKQZTCGkkCXxJEjM59Cy8NjHnZ+0cxKfN7z30JL96KpOPrTzyNP/7Fv4jr02dwd/cWfvnf/IcoGUUvmRZS8TnWfL9aM4DjY1rw8Y4YpV5zV9HjEr0tbnO4lbFqMhOPc18nwqu4gqI6H2JbQgCwHVcQAHywKYzD3zV8juriEVSJhzRanxS1rT+JuNZNKUMnvEICKeZc/6m7XX4WIe/yGuWrY9Io3garZHOsvfvRIxB0d1Y1uTOQgYno7xHRXSL6fOe7C0T0y0T0Zf7c5e+JiH6QiJ4not8mom8443FsbGPvqw3aEa5NYuOdKwePoVdtyL4fFjsLkvtRAP89gB/rfPeXAfzTEMJfI6K/zH9/L4BvAfAR/u9fB/BD/PnmRgFEiYbgTaboTIrgrcRDOocsy7i1dDRvkr8TkmZHaWQN3RmlTaxsgQ9gtWA9Ng6RFbl/AjEZGCUqRjATntGPKcZ/prTAPIv/bgpBXdnK+llGKA0z+zluQ4Je4OGZ6Ou4H8Hl7RhT++iTT2BnK76Ue3ciMnF83KPBVQDA8+4uDidchM79GI64n8FkWqI/iAH0vFzrh0CSUCB4jm21QYrhRdXEohQEtzLrAqF18EGIyXwvRF9NmixbgOvztdBf4n+5yZFLIJpRju3c7xRmWieBM4pwhP1ZRFL39uL5vnw7ihl8+eWb2GNF9UvX9nFr9Dwenz2LO7uvYpIdom8iGpeSKcePXsVextITFny8E6YTDZhKsqifxJifgR0b79tlG/fv+O9Rs0BfWlByeZh2bQkGmkRYb5oAk0L3YfX5Dnzejjrvha4n745XlEbSoEn30Yn7SWJP9qqxMo+TQPBkTC3F69Zjih60FpdTHUW0up+0TaHehJXlz6pg/JaDXAjh/yKiG2tffzuAP8L//iyAf4Y4yH07gB8L0Z/4f4loh4geDSG8frbD2djG3icj4O9/5G/ixsWvwbKYAVS830e0sffI3mlM7qoMXCGE14noCn9/HcCrneVu8XcnBjki+jSATwPAExli3IYEtQC0lrVR/1zT4WnCINVe61pHlyseKH92p4C1T8o6hEtBW5Fu4SjFmDIp5yqiZtxh/zoA4LXhE3jBRCT0YhVn61c4c3pr4DAnXo/T75bhSylxJRMQnEgelbw/QTtBZ/t6ERHhlZ1IhXjk4hYuX4ixQD+P9JLpJCKEYS9u++LOAHMmCM95/eP9I4z8APe2D1Fy0X7OYgOUC1qp9XISxyK1LRxLIGVZpjG9dbJmMEGpQZIBzUTOyQoiJG3gLA3FRB7JwCgvRK6FKDEH75Uw2vC2l9wRbMFxr8mswu09jsF9+csAgFtvxLaJRwuAe2+j5kzmvIjL5tZqqZiXVlqMPBvJpBKh4fOsRCKKB8eluaZI7pLlrmaM5Cob6UU72QRj7tgmiM7wPc5dm8jCgqbxYKoUrSErok5WMqxmQruce1XyFbRFXiGzUQC5lp310Pieel9yHMGcTHqGVUQX/y3/OInoTmZjxR4QB3wLe68TD6cByFPzvCGEHwbwwwDw8Z4N3lhl2WdwyvhQXRDdSgO9WU5cycTV8XpDVwOz4OB1yDJ4wzWQNrqGDQfyG5OjlcYmfGMOhnH8VleNSoB14GZ5HFjuZBcAAK9kA7zSxAHkNQ5WH0vtaDlC30p7QxbCDKvim23bqmskumiGKR3WttyOEejx4HhhzBSQUQ8Xt+K5hGtx4Hvt9j1enykNWwPc32fXebYABcJ33fkUPuKfxiuHN/Fz7T+IZVUz3ua2NFiJ+58Gh3rIumpDcWmFYmHU25IHIN03n14SWp2oSAPjHaFEfem6Ncr8FbuwQi/xnYYuwvZYcD3vISdX7uzdxxdeuA0AeO6FmwCAvaM4+Mwb6GNS80As9916wDNFxnB/z2BYGFOoMLDQClX5jgfgSW+AoY/XacptLedmi/+OnLoLzRQ7WRxUt1iXrvSR0jJwC5TMq8u59aQG4H1zIpjemNUBIFCnYGLN2w0hhQ5ohXcGxAQIT/BShysJD3VxKbmXYfVzZQA+Yd0KD7+yzZWl9Lv1kfsBm30Le6cqJHeI6FEA4E/WxcEtAI93lnsMwGvvcB8b+wraGGN8xEei8JPVExi0Xx2BdgqELb/77mucNvaBsXeK5P4xgE8B+Gv8+XOd7/9LIvopxITD0VnicQRChgLEDG8KsbUugE4QU4bx5NbKpxc30PTgGNI6DuDXMsP14yxaZX0sWXNtLjNsHl/wmelhzmhBUvKvMBVEtluZIRpGZEeMBPf42O67GgezGNR2mRBn47GNQkBfCKteNOJ4X8Jyb4GQscIGI1LHaK9Z1NoMe9BnRCfqueQxYrqD4/Z/B1LLyu7m7vY2BgX3TTABy3CEL5vn8RH/LF6wL+HFO7cikuNa26Mtbr/HSZLMOFzc5mu4zZSKEV/jQYs+K5sURhqzxMtuyXdoHjx7CwXECXpy2ghemuwIAdiSkX4w6j5KxUrjWt1RLV3Xmei7fxDP4+brr+GLX3oBAHD/wOF7ln8Lz/qP4Uv0efwV+xlt9Nx0ohmyL+JrZ7iaQHCIFTK4Sex+H+L1b9i1Ps4zzJhIXnEIY2kj8j9mCs39psZ2HV3Y3Sbem20TwyPbzTGGLLM+YEXpMkTXtnSVhg7kwiVaT7TYJEmQ8qqarvGpBjQVj3bI3GtNcpw5hYzcaTkArIKskyXopyE7eSbWcFan4mH1O2gFSFr/Pap4IKKfREwyXCKiWwC+D3Fw+xki+rMAbgL4D3nx/x3AtwJ4HpHQ9mfOdBQbe/hGwF8v/hbGGKHOWmzRw2lj+H7aGDv4iP8YLDJ8TfgYtrGDKQ7e78Pa2FfYzpJd/ZMP+OmbT1k2APiut38YBEs5PAdtnckQpExFslw8Uy6LAo4RXMu9FQRZLbM+6izOlgtGZ3Nepu3HJMEs62PCvx3yb8fcPvA45JjxJVnyLPFSMeRjistW6KNllChlPrVb8LHua3PmPiOLbZ6Vht7CckMV4plcgt6tlj0ZtAwlVDWYkYpDQnBXLsW420VW+h0O+sh4+uxzB5ucpBwr7nNrnOPKRU5OMH/gzv0jTLBEmA809ldPI0I4uMc6aXz5+yVhuhPPU6gn1x6N8UrXBoQRnwtnDgrp+UBQtCTsiMT15C9c0NaLggClZjazVgnGjpMKQl2pXQvLBygxtRkrJO8dRW7Ia2+8gdk0bnuOA3zZfB7P+o/hOfN5TIoDCdVizgmABTcHMhlp6ZLkO0hJzXGfxmca6zVaAhaPu816ep5HnMxpsvjcTBjh7TnCuInP5XYV97+bx1jidj3FtotxunErnxHtDd0koTtttzjhvUt9b6d0KwgFg80YJROLojMFySanmJogQNXs64ZNhVgcxPsSki7g1mtXw/ow0yH9Y93MqerCySRB8mbLrNo5qXjY2MYeghHw13ufQRZ2cISDdxzI3tgHy87FIOdNhkX/MmpW2F3mYzQ2xn8aijGKECKK2R9eQgMpt4mHP+PY2IR6mPC/p/LJs+iET3VCGaaMCmfcKm8RJO2fYQlR/4jHdifIbB6XCaYPJ7r+HCMYcynVoPLocXlOn+M5Oc/wvl1qc2gh2KriBGex8gwwkgVmZJX6KBAco4xHGEE98mjM0rmmQsvt9rY483nlUsz43tvj9n/w+LqP3gAA9MqYJ5Lm1kf7GQruLm2ZJpGZHBQIF80WZmaCulri7p1IvZDm1i0XoF+5chFVE1HiYBCv+3gUj6MwgGeNu0Jgmmi3CQqgoMciasnS4aufFyhMt6AdqBjRueB12weswLx/PEe2GODoeAZQbMnI1WTY2eYMeVHhCga4dzzHnFHanInWk2VEgP2dCymbKGoirPwBjqkSFQgcDw4iAsDPZH8RVHTNc4Z6YuN6EyO9PQz6nI0dceZ1i1tZbjUOoyYuL0huq43HNm4OsMWahD3E+3t19goAIOdnq4SBFdUTiYEqQrLJQ/JS/iaILihVJzCxWUjbqrZMHtKNPHQQHBBVRCT2F5QELrtaJYqvGmfgkbQNaa3PSwguIbiQ1nkrOxeDXJUN8NyFj2PCbPtpvoWZiTd7CR7sQhwAXy8vouYpeMmHLy7mccgxkYGPL+2SXduaEwFVABoOdgrHyfH6jkjlx4OR9eMDTuLXkFEJdhtYztzHB63fztFn17VwQhOJqzXGKD2khSQXRCpDgrcejn06rfDQtH1QqaI+16X22X3NTA3PKiI1Dzw5H38p9aKLYwyHcVB89kZstjMaxvVf+NIRDKtvmExqRgP++M0/h2uLG3h98DJ+8voPYLGML9sxu6vLZTzvRVXhcBIHud1d5hXyefeKXAczw+ctl1JkwCl4gAc54UhxUQSWywaGXfdBGQfQxTweR+sbOH7q948nQCA89Qt/Gtt7N3Bx+3n8yjf8DVRVg2EvPjuXH43nvc+u4dFyiXopLhnfE4ikfKUNi1LfUz5+4Wt5l5gu3QEAwKByCBwWaIs42NS8vcay0KbJUHOCZSHUE55M9/IcAy6x6PPgOmzj/dpqe9hx8f3o8TMoPM4eT64Dt8CgjsmXHru2GT+nplMrQtIuUURHQ+i4mfFDkwMmuYrerw4wKy7mWrtAdXP576iqsrq+iqbC6zMgVB2hlnn41GHzbaDwd0oh2diH3AZuiGuLG7CweHR+AwM3er8P6S0tWw6wvXcDJlhcOnoWZb1RXdnYOUFyR3aMX9j5w5iIa2lzTNkNWISI7lp2Ke9YAycS23z4tSAxGNQk1AsO2Isumk+zUFepgf8Vf4MBhMZCa4FVge4dYU3RhfOedeL8AkEC0EJvYTeG0MJLA5u12Ujgu/VW3TZSJCfQPTHgRf68V8RrZINL7HwR2ezF65VzS8PZ0RQmxON99MojAICdrYhwSrODxTyis0UVs41tNcEbw5fw6OwpvD54Eb43Q5+rMKbTiKQOj+a8zhz3DqIrdeE4bmfOunZbw4HWU4KvocsY2Ql48E5dQmlVImRiqmt4bhtI0lKQVT3yPFdtt0XTAOEA+9sv4MLRM7gzeg4H1Rso8z6uPf4MAGB8MSZsjl94Lu4fFkbvMwfXJaTgGjRBkgmM7iWsoMHvkKTdtQKB63ndTNcT1zBwwsFL20ICggihMlqc8bMwpxzHTAuRxt89TliN/RAHLqLaHj9MSxcTZBIm2W5nuJDFezFu4r0ZCCXFL5GzuKoIe1o9VwdVRCFxq8HnKGgVsHVq+N1dFghYF6z1a38H71aIxXGb/A4En8RBsfobhU7S6m3YuRjkNnYOjYCfe/qHUNQlFnZy9iB9IPSbodTmPVwj4J9//AdQ1iO8try9SSxsDMA5GeSOqI9fzD+GCQc45+RQG6FOcCCeY23LvEr1dmwSD7Cg2AwG3aAl/y0xJyJIPECUHFI7O9IArOEYicxwRhtBh1Q6xoFdTzHG04YaLUngPC4iemwGTo9JSmpS7xhRd00KG1J721VrcJ4D7iInzgG/wlg4rn3kElDkHIvLrey/RlvFmdw30fUcseb5R5+5gsPDuOIhlzwd7Mc2gRN3L8rT5yUso9J6yXLgCy75mlYIsxkoED75yvfgifqjuP3FF/HTT/8ABsO+0kIElVZmVV8u+BbkVhGFoDbTOuR8oZYsKd9nmsr29haKfkQ05SC6pnlh4IsaQ05cbe9cwdXHPwIAuHsYEc3xMTf5cUDJSKqfcVNuCZp7rzqDnu+p1uPyvbFoFDlLvFFiut4epeAjIzhRmS6dIEMgiFcQl1TPw9sMnphsLc8+l/MtXYY5N9eROuKjkhM//LxshRrbrES9wwhuhwnHYzfB2Mfv+s0a4dgvkOn7JYkLkbvnY4SD7SiarJwAvP47KYvwevK3yU54MepNmUxj1YocZbZyXUR49kjbJia3sffMhmEbT9QfhUWG6/NnMGjPfxxvYx9+OxdIbgmDL9IADcc8WltD8v7rLecMkQa1BLUZjZsttfBXvjMcB+r0XNEggyI4oTSAQILkRGdLPqRYGl6Rl2TkehTpB4VboOAZ3XMJjue4HcISVgq8vWTEmJ7CiIw8JZQnM5ucmw2aWm+YQiHH3xv0ULHarePrJgiQQ1boFRQ1+wDUVZzRy148j/Ggj4KRzPYoUk+2Blx6dJ8RtSMsq3hui7lovjEBd1Ghbh0WYYYXzO/iGf91eNH+Hr5w63eR3THIWaFDkFuVd7KqAOBbkDR7cQHDsIPGRB7buMyxxbQUCIma67xc7CABABiNuHE2x3W3GYmPt3ZwuIjLv/56LLmbTeL9yvMeiJ+5ERPERYUYLSL/pWPiMSTCbZsUiTVTHM+jyrKO/hqXqDGSy7wIDJA+mJIlzqyUh5XwVpCksAn4XgSDhp8TofAuS6FKxe8PKEfJcbshJ43GnJHd9UtcYJS3XUV0K2hv3Eww8vw8+/hMZRxLlpiuAeDsQq7KyrUxwWh21TCFxAvhWJRl5GVEes5VeRtOkbOUjEl2lTrrvY2qrvMxyG3sQ2IE/O3iezDCNmbZ7G3HxCgQ/tzh38SN5mN4Jf88fmT3M1+Z49zYV5Wdk0HOI9AUOcfNMuN1hjXCIeNJP2/qJB3DqMkGQXatlrKkWNa6lEzodK0VHo78ZLR7kcQKMkZ0ecv8t9CmzCnPmnmIM1/fzVFwbKPh2bBlsqalpWZXtYViV+OOD0d09FZEihEVd6VoXSSAJDaX5300kql0wuuLf3MCFkVpUHDJFwsSI0jbQSxQDngFjtMN+5HvtjXg+Nu8xXwRtz3oRYQwYJ7dG3fuahmV8x7H2EPgA/KtQc2tDx2j6ka6TIo8HCIFayvs4kYTa0ufbD6GXruDctAqSiOOSRaMxAeDAUomPw+2eJmcJac4fhhg8ertlwEAr9+9w5dZVIytdhzL+VXIhOMVOkXsa4O1xEIpJCksQSsSo2uyJYxwHtc4ZdoqMFjNuJKUPjGbwDqjmVfiBtaCFhu08JwdlTJAw+hnQSIYAKX35bydAWsj7lDADnsI43lE7jv8fO82U2wz0XhbsrFtjIWWXGaWhwre3tdrEM9RuKMGVolxgoT5HOV963QSa1VuS9AbOpqR8qLyu9hRDA/vZYH+wzCLFtvYT+OQ90llQaAqvyDjtj0xyKnIH1zqYM6DpKavTUo2rGtYafMVkMp362+cms9bdnFQw/EL1MgDJnC+ncIwGZiYeBn4YfShBQktYo0smUnDEni0Uk0hAWlh1VqjyRAZ3NqK3d6mhZVWfjy6CZlWSME2A/oijFmI68+TCtUoOagtBMycaQ99GwnE80GNxTxe7wu7cZkrVy8BiDSRnYNIPam5BnXGaiBVVWHBlI92wS8pP7uiPJLZSCc5xgFesJ/HM+5juNX7AuzOApd2r6Jc65o36rNrvbuFggfl/ih+Tpfx/h8dxhfyjbt7ePlmrPCYMPWFpB7YuXS/JSwg98g7ZfNLIxbVX5UqAYTOZNSZRBHvu5fQCdNS5F4q8x8WrSQqNDkhVI4aVuT1ITL5Iipr0kDA93ce4mAlwX1njE7GMmHP2BWemxz7vM3egO8zTyA7/gJ2+Bm+wImKi00c5Lbq+HffLTDmNouqJ8rXLw+tVkpka0lA1Rg0Qa+lJDOUJkK5JhnFNDwQXEf1xJyZT3IuBrmNbQxAdHf7n8Eo7GDn6mJDAdnYe2LnYpAz8Oj5aZraEQmuAFL6mt2CcbNIgUihhyh50SGpFAiCix811zg2wZ/o3y1JDeokNSTIb30kkBqG6kQNPKMebQMnblhbqdKIpruFdhAIJDLeet5yrqzZFlolhSpJkpfxPrXtlcskZVXLZYHAhNmikBrUbqYl1oKKxLiQcOWTgoMVygwvn7NWXV9QXyA01apq8fZ2DGTnucXVa7FkasHo8tXXo1bqnTt3UHMNptSQ1iqnGy3rHEtZBDQ4wGgcr3vZy9GwbHufj2l7J9IlRltbyPg7+ZztR9Rx6/UoY/j8yzdx74AbCEkJrFF/HX1GhbldpUQEBHUXQ4fG07XgSZ9B31kPAOBaBCFo87OnwXmlpnh48Ti0XpRDMGjUK5Dm2DGSSbwAACAASURBVOJxeCRUL5LMMxOv10pzdbMasnEcymic1QY2knDKET/vg7DDisbHBavtVDEscYGVeIZthYLRrIWgNk6qhQUMU6oCJ98k9KTvqQWsKnavKneDMsiboWhVEhf+OBHI3waS21BINraxjX2o7VwgucwvcXX2JR3piajTB2CVLGhdpkXU8DxjcNs/H5Za6C2lKTKKGy5c7z1Qf56XXo+XcQ8exX4UMKxWt0G6r9TPYJ1EHEBKYlaVh7CqdOtglc3byuwviCyElJrn+GLFhNkaHqbkmXAYYyzzRYwhHnFcxWYWGReGDzk4L+TWIm+AwKVpkuYPHXQLYNB3CBxnnHEjHGrj43NxRBj34jnt349I6o1ZRHL/yiMjbWq9vx/7F7QcN1sy6O0PgR4nEC5einG+K1ei0kqWZehfj42CSk54lCULE/T7OORi/d/74osAgJdfi/fr1t0Yh5tVLZasG2j52oaaPQDXAFw+mGqXJCmQg+P9YOCqhF9tKEPJCwidRkcA0K9qjelB2wVyTE68FDRKEE59GLj/SMgQSP4dr5+X/iPWgqSZDz8fQxP7V6jWYijQcLG/CFAIgjU2EbtbIehKm0XkmNmYxNnLY6LixeIxAEA55HixB56tYt+MAT8Tu0wqvlAfYtfFZ2Ac4r3pcY+MnEnghBqG0V2miUFBtAGer1dqqSjvQE+vL4LrlH+9uW2Q3MY2trEPtZ0LJEfewdYT1a2KUYs1JCf9AXymJFwPRnKC6FCBOJspxeCKuXT2fDPrjPlKJZB4QtdWM2mr3wvBdTU7HHWykn5a15RQSlDNOQ1VCNkSpLura+42NecC+UWJ7RF3BWPEKoRhQRq5yTWWJt2uCuGXNAvN5gpNRZoVC4HTEoFCb2Wbkxm32qsa7a0Azm4/cjXGiIbDsd7DJx5/lPcnsSGO//VKEJdq7ezG9S5fTUjO8G9CJbl3fw8AcPvOXbx8OyKKV+9Eesidw4hcpzPR7gMaeRbktvE1ygLptZBPjYX6NrVZlGshMbWVgnNBcELelq9Tx7kHZWDjRtfkm4QCRS7xprRkTJ4to6wBIdy2qt4rKAgdIQqlI+g+VVJK+42IIIRXIQLH72DNG5qJ0jAZvMFq2n2RJOPnp8qAiuOEFat7j5gEPxJRAL9EwTE84RER/219Iljr26jumE2adqHT4e0t7FwMcggOtjlaa1FnVxfhIGodcuV3CbscQQKdFYIGQCV9HRexnYHlwfLK3UGOA6tt0f0T3Qd0XcUEISU8qKMRJz+mTawlRzrHJc1CbMqt83bSDZUBbLGQCogRyjIOAJ5b20k1hAxsGRkNPFf1Al3rIdb9AkBBqy99JpHeLENuV9VPGtZlmxzN0PIgN+jFB/uRKzcAAP3+UAflhiP/LfuprVSjZFaTORcuRcrKxStxsPMgLFikU1zQF158CQDw/Muv4C4nGhbsuksjGZHgbnwSQJUJRCbALCu0GqPIRPSSL0pw2rdU2/d1VFOAeL/kDsoLJ3w5Y1xyrfTerWoExjpPeQWZCydhApPrICvcO02KwST9Oy9aiFl3EQSTayVNeuBlsAwaerCpgDqubwIcD2ai6JNCJnLgBuTiM1Dw8d7n67cVMlzgwW2HQchF9vt3uapl7CuMuc3ikFVypP2icQsYyIRZp+sExJvTOdyzJt837urGNraxD7WdCyRH8LB+rkzyKNOz5q6ya2Ntpi6RR0pbA1FpA1xfJwkAnXs6oGkdyelIHzt0rB4bz9pd4RP598nWazjhwdIpiQ6PhATi353l1xQ7kiKDU8KvON7ahISs/luUhWWCFmoIKFNXNs2Q0XpFr4MShFgt206foqzi1lBtXhiU3PJRkNGQybl5brUt43LJKCeXQDgHssscQVzofkTOU0aJ9w+PsHcY0dorr94CAOxxcmPveIbjmonRXnTZVq8RiBTBCqtHKgCyvETGx5vKIsUN9IpyJEienoyO+ycepIK1TnhlVatbP7tk9NQtXtxdSb41+jAkhRMO0/iOe8sEX+fZ45D7ZkJS21USc6f6R90+ub/x7zZ4ffeCkM/XW4DCwDKSE6LyhH87QIY9VkjZDZFIf18anDNa3UWFC5yEkO+2uBa2ZyfIHSfL9EGXDJBNKtohbCgkG9vYxjYGnBMkBwSQbxKRkkjLa1LMQ0iHqXTLSi0op6iDr6DUEZlQNSyRKLjrSG61zEpmO2HMriYewmklc+HkXKEB0lO+k/XTHN4NROsZx/9rCRDFmj8AgWdvmZir2qOWWikOFhe9GKPLWJWDvEHByr6k2+G+F20TZ3CI/j7Q5qxyUUgcibRka8nEY1HJKPo9lNx/oWLqizSbqZpG0Z0kFySwnXEcJ+S5tiS8wwmE+0dxNr997x4OWWHl7n4sHdOysGCxaIWWwddb0QcjW5+uqQASKX3LygJ5IeVR8sEeg+mspzGxVcWNEEKCCWvISKgo/EdcPdG547eeNFEg5rT0z2kddqp3bPV4kgK1oDx54IUC08Ay9UQ9Bj1uSkRlWV/LqL32N4EkwUTJOAhhnJLXxddS4nc+ZNqDpWF0ueQmVDNu6bgoAhb8Di+NfLKisR+rasqAa2ilbBI4AKSxt2/OHJTbILmNbWxjH2o7H0guBATXptnQkKbLJVbgV1RJ4mguxe8miEpDpQgwxcto9bOblVEE1lVNWB33g12dLrrxs0An54jUjk0KvbUwK6nAhtUZfXV9rKyvBdA2KaRoXwBOvx9N5gisUdfnyvztrZjh6nHW1ZJRRRVBgP9/e98aa0l2lfetXXXOufd29/T0zHiYGY8VD8gBbJQEBxFIIgWFEGyEjCLlhy2kWAIJRSEKiYKAkaVE+cEPRAQEQUicQBARMSQ8gmUlIQ5B4g8YhocfYAYmYHnGHs+Dme7p7tv3nlO1V37s9a21a59zuxvjvn3TqSV1n3vq1GPXrl17r8e3vsW6FxsJP5ErsLZ666Ksxl3fY2E8cKPRiFwwTaxfHwfkx6Kcq1XxyR0fH+PwBksYmm/MUr+uWfm/K9ev4ZVrBY7yiiXRv3r9mu1z7IWj1xtGpVkSso8ULSFn3XLSjmE4ds2XCeKdkewtVktIN43iu08upajrwbQ/2yNgDBrPt7EcCkEu4ShTMHBoecmT/aMiWKQBUltTH9ORQhYKPzX9CnqCMu6kVXW04q5rKtU5x6IEoN0Bu9b+hWu2HRZ6xdpGthc7n/Y+rA/9Lu3cdo21Cq7Y/b5i+160zwdxgAfst4tWNP7AtM2CNzf/XLoRIOFbyNmY5KBQbEKfhlRmWgPFyEcONeENE0pCuhY7pR3HhxCDkfUgA8hkgzDVGQ90YHNg1TLNQZVqQk3NJBW+0eRnCXyPOeIrB6pumT/2mcXn347mqh1//XCNFz5d8GL7e+W3Rx4urBSX7i8Bgf39fewtCW8w5Du50jt1E4UT6IYTg02M0u052qFfkI7J7ux44ya3Wp3YtZmRh+OAV6+XbdevWxbGlfKCvGr0TJ95+WVctYnwmHAPf/ejBCR65jeaGdYtyuIIYGMTKJk+SOPU9z1Gx0hOJ6uUUoWPC7Ocv0VmyjRgEE+rjkb5g/NjosgNZboAlh8Iz2AetE0I1YgLJi4GRSrE3ciJf0rfVZQBXt9MSWcxkahyT5hK6AChKOTp5Eo6p14VWQ7r20V2oszkrzFpoAwQ4m0+UsVVa9srtu28nehlXeIBe74PWJvO2TN5JA1+th5XPc/7VnJLc1VEfkxEXhSRj1XbvldEfl9EPiIiPy9iFaDLb0+KyDMi8rSIfO1ttWKWWWaZ5Q7J7WhyPw7ghwD8RLXtgwCeVNVBRL4HwJMAvlNE3gzgnQDeAuAxAP9LRP686q3SDRSQ0VXt4txvlk0WE8lHkTngOYTrOI9rS7w1wiY638OzJ7gSVJH+1gTdKLbEkecMv+vWL5W5HOZzKHBTjW5Sso0wkZEofTKtqOfqJeZichXOGZ/81Mu2XznupVeLtvTQAwVce/78edx34aL/DQQDh57rnSGFqzgMwNsbh1zfHwNpOlwYLHjt6jUcWQnCy1aSkNraZj3i6tWy7RULHBwaPOTYAhiH6+xBgWRsIlHgJXnGAk3LTFNUvbWukQ1U+FlaUOEBGweIJxJVTiEy5Tfuo6Gl8BmaThCBogRUXISlvcy3DF41h3WQh07CWqhsl+qcZq568Go6XkQSkoOeafHY0VWMhJkODGZ44aYU/cZAU4BsRw900FLwazD3Ghlpj7yNVAFHP579zBxdt6/svo/G0d0bdKFcs8/X8gqXTZP7Eyvks2/P63BzHcmp2TPWOwJ+u+SWe6nqryC0Sm77n6qeCf9rAB63v78BwE+p6rGq/jGAZwB8+W21ZJZZZpnlDsjnwif3TQB+2v5+PcqkR3nOtt1SVAb3K4iIq0ehG9V8WwTI1jxymKRJifso+GGr8DhirBdi1PCQzsG3maDDbrrzTkiIYz2DMtuLdrA9yKElaWwDgD4Ocn8GjwdBsl3y+00sOrxXNLGjw9cgVojl+nUrEv1S+XzpcvGdpJRwcGC5hCz6clA+79vvqhzXaVqXO41zxrqhXV+b2nR44wivXSsr7PWjoqVtCNIdsoOQCVTO3VTDwXLpbLlj40eCCMRS09jfyf1oybXbPNCXRU51OvcUidAP69yFFfDZX64cChHZTQaK3WSs9gh+tVM5RaA9W+m2OM+c0RlHyGRlNisiO6EMgwvZNzpDiafjpQJ8R6XBegHxsDDowxMLkI2uWYn7Nb2P3JRQH5de8GlisVAdpMXEsc+C6RnZnmkyzZc8hJI24LuaLVVrbec5Hpini/CDK/vICpfjAFdTGaevWKMW9tu4vAQ9NnbrTcaxfo58cjcTEXkPijb6k9y0Y7cdBh8gIt8iIk+JyFPrYb1rl1lmmWWWP7N81pqciLwbwNcD+GqNTOTnALyh2u1xAJ/edbyqvhfAewHg/vP3KbK6RlaWFfov6M6rivd6FJWrfROBBSLaZSHBZPxZSLF6VOsZ27S1osNBl/Wq0UAKPAJcxd2oJU4S7BnB2znvT1aIKKJSb50m7TOipbJCNu4xrxlgiNkbQ7DCvnKt+FH6V4p2t1gUH9lSNnFdu15XsyWb2IIcgGECiHPAUlzvZcpWSlADIatpxQNZZOh2Faky46f3XV/ffZjcoOoaN0v6UdsZKrhFb7dH6AiT8buuc7YVIkk82poErQ6Qm2g8kKp6IxxDbJpCTeMlXyB9XMoUOukrgNM0ylv2p5ZFXI/t3UXpzEzfnPHQqRc+7zBapeo8HTboIH6d3scn4SHZHzRT/CK6bNqq9lisyZbDkp82OLoB4HgyEO/gPJH25MahQiFwLJd9N2nt7/yaTCtdOd8f5nOQVO5z2V/E8W1GVz+rSU5E3gbgOwH8DVU9rH56P4D/JCLfhxJ4eBOAX7+tc6rCJwG+TahD+5xIgh65reYD2THJVfTj3DfmZJrEPHfE5t3a8cIi4fzlgGTCY0fHdopBH/or34IuaJM8p5Bmd7TNzUOfELeVY6fQcaxUCkJFEixWk0w5ZvSQ/mAviKE9cANamd7T65KdJKW0VQBoIHwhCaTrfT87gX101YLB+15OT7QrB7HtP0QwoobXjHZOBifGPM3cUCjEq5qVPlnZ56JPzvbS9/yM60afEF5jfeH05YiH4c55OyTHC8jqXM4w4nnZC5DanFCnMHeBbHRdMU6CFSQt+JzLNcZUKOHRW43adB5qhXAyITdOqR/LMcdi5y52hSsUThdmtF3uShEsGBDjJMfYYh6gdEcwQOg0VBs/r+eWO2yMQJONT+4bTpa5LJKfyoIV3TfnzmPobs8QveUkJyLvA/BVAB4SkecA/HOUaOoKwAet435NVf++qv6uiPxnAL+H0lPfeuvI6iyzzDLLnZNbTnKq+q4dm3/0Jvt/N4Dv/lO1QgEdR18Vcqo0Ode2SDF+Dp7Dl6oToIKUoF7/TWUfGJxISNpqDgH4lWCrtI/pKg4rXFj+nJp0JSfBoAyDB87tPFJVAKdWyFJ3oYE67t01KX6vGsWzaGiJUYm9bKKTnJpVls4VYB6Xvf2rAC+7JketK8V5UgO3qMxN9s/A50W4RMUWQed439yHlkZhl0w491wjMLM3jxHMyFPHfRyTgEYrpkm6WHSeV9t7hb+qH7aaNNWyk6YK5sFAl42XYeFaHp87Kcc9WCG9u1NoynrZQRmR6XpgTVKanSpuOjKb47groO/U7dk1zwNe0pCEnJQcATbeLwgJyaHlEWRvpLRdDoYWsXshYLhzc3eAkMrcXUxTzS7nzRb7SpgnpTXlb6rFpgGu9jAYXX2Wvgqk3Fzm3NVZZpnlnpYzkdalohhT9oDC1DFPfwThFtknetdy3BEmvlqEr2R6vGgVwpepZgCVil/L9umbVByopwl5M/2YXLFITJ21AnUwaRQGprYUKxJ9YLnxje0KUrvW0gWw97VrBTqyWdOvwiYqRk8ZsssTONtVrMXUdhzCQk0wUu14j65Ipor/uA3cILRJ1yrH7XtJbeDBIxkJQX3Pn4LOvM0Rbn2J6BL6ntgPbyWAwn1HFpJETYypTFVz3PUZw8S2jx6QkoaPT8cIXEiephFm98mlyh87DRIgJSTTfNU18PI5aHIg+2g/brTALpIFIBL20Rmvm2IKwZE8ut+r6zhOK848+ueEfI2H9mnsvZqxNj8ZAzd8OAsF0kia9CkPnvvkMJQ0zvqmPNWyDkZYe5NBkIYBMHiJ5nOe0ncrmTW5WWaZ5Z6WM6HJAQCSOkvBLq0loqRjcM0JC/FSpRjiWC9IEseVM0fUjEncdQqVtv66JSOBO1JxyIbBhHd0rmXynFHIufIN+dIyZVqZ3nqTzC8aYGLevydO9+5n4r1tBuPgUpauEySLwGrTv7Ufq+avq9sjQHCQ8T68DkW1f+NnLLCcKfBTdxQH4oIevproEPHnRb/qVJMEKm3RoSxxdhIR8LPrxT+9kM0Yye/AlDRBXHObioiEn9B9uAbNkEUFGZlqooRSZEmecub9xkD0OGKwyP5aI42tHKcQ4wl0H1wDuelEK9XT/NneYQO80DPBwMayXeorMPn+mu1vn8bAnfOI0YoaebnFFPpS50gIvnNT1qBSpGc6htlG1WVFqGwvqAG9U7+HNJIdOeP2ilPNmtwss8xyj8vZ0eQqYCW/75Zc+VZ2fTZ+riYCoxLaWkR7jFctj+EAMdncmFa2KpocfUws8Udaog7JmEvpEwoNB75MO0CYPrm6opdMH0lgmzTuk6ug+aa61KNfUKusopoILQKSKmD11M+YNceizz083Sk045bt2DVA6aroM/vffsopUpboB2raUbonfKZ2dtujwsnx0/nOQmOjtqcyvX9RIBn4bWla+cKKU6eu26ZY6gh4lYlfsVyP918/E78Baxz7ZBMJ7e63Mr+b1x8RjIYF4zD10uh5wLGlRR1lRlctOtsn9O7XLfeyn+j/ssvnhFEbn5VGCtbCtKtu5Hg1/xuuuQanWvy7o32yBKjIiN4sBTEMHuh3TIuIejq+zzCMJNkQ9Qgs+9A1bz1C9nZP0QuDZgyVFaBbuvVuOSOTnBghZGR6OsyjysUDCoI9AKsnnzGIDcv3zqi3pUJJ0/xBZy/YuD3JLckKUtFbB7qf+alhRkrmg4W1t0gvjvKIIjE8aoe5ug0CPvmBShUU8InLG8mXv9+CO5BXL3USkJmGxw41KaSw/UVGZ9XIyOO0vdFajQnE+nZNpg/W16wsK74YNSjaSwJWkBU2KTWTm08sOwIfLFrDya5wxvH+bAKoslmc0YP3NLXgJ8d5WjInq/EIvpjQ8c/vBP7r2okxyR/n4GaM2PA5OZd/FCXajMb7Z0Gcg70ju4Ztx8brpnpTDZrVp+xuFLHSgJ0T0B5CUfKQB4OO0EwdGIBAxoEDu5nxwCBHgtIt0vRXHadjuUTnw5ssHNPJmccdS/LOk241fW9uIrO5Ossss9zTciY0OYGixxgFVkQrVtapc3HMXWhA7ohlWlXvQYjenOKpnwYgCsyEzlkzY/qY67XRFkgR7ppVxR5MxgzPl8wbz+90Fg/nYOscfMtl1J3sGqDJIaqtAAA23g/JNRpqGCxSMw7ZmUUuXCjpPVcMSkLQZ5ezF3NGx0LEDON3AQ9pNMgN19GU0S6cSzsPFM4e20pJfbIvdK6vp2a3dvG3K0a1I93MtMGDOVaQJ4vzxsXzYaoZ902uSYlpcGIanfY9WGeRZtfaaOTH4Rhdo3ES6M3RUsbU1ATlAFIsXEtcH5P+PQJFACD9AoZRd4r3wTRi6ZaQRdGOFpavCUvZw2aDJFesbaXgz/ENtir6lsEUNq23e1wu9rCyvlBqaxZsELnu5urCTNjR+mRRafksQONsxdTK5diDKcngKcmB/BGM2oLckLlEFKOzJNsd2fc9HGGzseckPU4Yclsya3KzzDLLPS1nQpMDDGpAf5Yo3IHdOH+zDs7AQB+XMypIcl+Da1IEYEa14Qg8NBnnKmkCHQCAvkndEuldMemY8M4VfxSMHhSZMpwUv9lJa0rlB6qS9Uub7Lol54wtLf9734STvAXDbiofXZTLm/apqGwl3/si6cVLAsBCTXKol9KqYE9pd60d8+TTNB/2R+kbu5wHAnhn4uds701Fq+fSBHFc68hOaOxwEdeyk/vr/O4qDdIL2BAmspV6VgVjPNBTPo82x75Xbnj41IoNdZpc01+w7J9pP5qkMHrYdcoH+yFVrCXsWwJ37Zp5CL/sQKBxudYgB0im1SUw8EHI0Q0/FyEfZOLJrhmKWwHU5FjmUavAHP1sSer3erdmNa3D7Vgb22j+ylExeIDs9vxxJ11vlllmmeWekTOjyQHVqiShbLRRQ6COAE6PL9WXxP8GKlAnVwANDaIGjAJT7cPP2cA+VBBlB7lSVVG40MSoIVAzSFuATXEHYNxP/MYWRMJ2pbiVD6YypUjsXvSEtViUrU1Yr9rrfHoiVfFtXqIJF/od1mlObcpb/Xe9Gk+1zCitEVqi12Fo07ug1VjgZ2hpocERDjTlQEupVOwCgk7J25EDGM50Ko6XruvCh8SMryoa3IqTBlTM0m0aHJzWyZ5Rv/BtC2GZSTsPFKMTThA2EX7eNvq+TIR9hObufUHNlSlfOgAjk/ZZJ4WF2o8h1NK0At4CbkFBFcHKTfhV+ZrQo+NY5DvjnBfhN2yNigDEa4UImO40DMl5A8ckW+//SXJmJrkaBgGJiYjigzbXpuOtPY8tlGRqYpQtXphE89bgaVNhpXrpPfBRwfR84mvNXHT1SZpWuis7ghH+Io7+PbUxeR8Dis5e4JVhwAiTWI/V8TJtGxH5XXUyjuO0Ncdl32cLyzaZCKfmdq76wE3BhoUlVXmaragGhMRNeHdWZ7S04Q4L8vqpvTONrCqyTG9ts/D44titoFbmMBuWzTNlwEBETPiEGI3MnOgrHj2ZmpZdhdsLeAipxVmwSTGMzAKwRcKZTga0NVV7yyv1NuYx9hinpJUyKji5OaxJSU0eZXq4iO0sstOx1rH6ca1wLDFgw5haHiMI4Uw8XEBljPFSvbMAkHWJbBN1TovKnL25zObqLLPMck/LmdHkkMKVmCrkqa8qldM9TBOaJBVy/haz+4TiPPg4Jr/XUjvHyw5VxoNO24jqW3L9KPYJUOzJera0cfFEDVbdXArNiKaZuJnnqH7TXnDj0PZBpYLRfnDDc7sdoQZE+zHdnfe4236jZlQBle1AlqGjs7pzCC6v1Grg0myrginuDJ+CS5lNkkQc3hK8f9v36yYZETNd3c8NqNat3chHbh9pRvKC1+PGaOcN8uNZAmkZ5rmNs6Vlz8iQocICQFWBJ5TxvpWrOk61TegYebzUmB28vkCXmbVDTSwCZaku34kwU51aXYHMgAWm7S8hw6nmF9ZBuDcI+3KNDmRIrnJc/F7MlNclVMiXt8CucbtLZk1ulllmuaflzGhyOddO5EqbqfxOQIGQoFmZaw641rfi+p+H/yt4SsO0sVvsGo6x0Mq3Rs2MQQk5UUtLOHlFCcBzrph52bYIvweIY3r/ItGWvgk8RL8p4Hmtpgl7EZPwg2yRJptIki1XYs3EvHV3Xmax0goJqq0gHOVTarVh0u5yq1XUCPG8NYcG1qaz9YRm9KuKCdhYgD0Q0UWuL4u+VEWpHUJCTaQNgu0IkHmxnZzdV0twa2J6F8HA6D1XOZkGN7ryop7DKQ0gPklCy9HHoEIUIx+jaLkHs1Icz2dCWIv5AiVHEfPa1wzEO6TaOSdglGeMIIP7R/01mQZgqE+Xv+kLjiCUjyV/Zcs+g66ArtaGZ01ulllmmeWsaHKKwi5SbWoip6Gh1ZqbaQbVKtpGNdFqRvU5W+DtRAtr4BE1foNKRiBmy/8KBzxWikwcRgYFv6wvkX6taEGrrYWf0q9XK5TU5Bptpe6Hk/yVZTFufZGuvky/V/c29fC5A8j2Z3pVFxwLtv+im7ZNIBExpcacp/da328UAA+AM4kR6N2jb2tvufSi2gf7xZ+zXLKymEx8puWToNzkzLM+TrxaWD1epuOL4F7R7GUd0VODZRocmXo7JBTNpLNUtWHDCKpC7PVMOxisHU7CyC1T3TyqvAkLQZvBqFEmkBmN/ClL+Lxdc+ZvVYnC8M+FBmedxD8i0utJ+OWzPP/2+abqO/t5eo1xXHjtSJGTrY5WzsgkVyYnSaGy0lRoAwF937tJ4aUAJ2oxVV2i1DkgY6BwbtqavxD1O/loe3aRO1Y7RGm5CKmX79sQFJ+stEL101zOLQ6qbgt3popfv+zTNrL/gBrVz4mEbc0RKOCE6OeLBcUd0c0YFKknJbs6YT0KtEZBbf7KdG5ApArH1OLWaa7PeYKQLFTzFv1TW6ym7xYOr3GzifVQhzGqzLNavC9EiyC03G4tO6BC99v1nd1DHLPpbCtmmnJx3KyjoAxLI7opj4RkkyNzdoNiSrbcEj6UmEfdrSED3RIkzYxcmHivowAAHEBJREFU6XgmAUspO40xLi37YhzoMiFmc/vhxJisoEbuFiIUhnsnoGVIkWpC85rJZG0pnxuNsEQvDY3UTWQ2V2eZZZZ7Ws6EJicCA4NS5VevwN4SW0plVm0sNJ9zOJZbKEBvteYCJCpoTbNJNkUDGeEqwsUtpeCT88LNDvuIqul0pJLMUhG5uY54oRniObtVEIMmmTt4qzzNvgmuiPhquzAzjYVtuNLH/cPzTPnbkNfVStxoZJOOCjhJaT5X6gTXRhsVsGR62Jntj2FYT/atIRHsG5o44zjGM62c+kAp/N3+RggNNZ1xHHFsLCCbAzM/N9SQ1qEZpGngRqXDYjl9Pcj9xnG3GUMTIxSEz2TZLRz5Tw1ui2S1X2HRFzMTBlQWBklWKyz3VpNz1ve6WpX73NszSIWZvZcvXwYAPPvJT2AwEDNZ6oeBxZ2Psb/HcWHb3IrKbq6OXrCbAQdqggl5mAKMqabllJxe3glsusrVAyDrWLmY+npXiEQ+L7N1brAKeuodPJ3TBu17fJLMmtwss8xyT8uZ0OSKZESSTK1ZTX1cCRV3VyPDMAa1uPtfpoBXFWw5m6MFNUxUfBtQscJWjB2tP0ihSKY5klVirECa9NFEdhaL8NLHk91vET42phkhIA2NwyojfEHjMIUbLEwjXiOc0nRas/2rxTKc6rwXDzjEtbRhTe5S21vbvjGpXCz8dW+1RCs6cebD07wkp8qBTWZb09rSIvopTQMuNSh6ZVqtsztbZ+0fnHceNJ774KDs++hjj+D+C6VgczYNiBrher227QM4Zlsf2d7qAvaW5VzUthaLoplRe1vu7fnfBMcu7frLvZVDXsiJ2LnTXeM6y3L89evlPj7y0d8BADz73B9hsLFHFhZrIjKAYSTdeRvUULda/HNLk6t9eTzMNFkAwoBBmr57LhVMZAormQYT2kSxLJ0z0BSOulmTm2WWWWY5K5qcQkQ9xFzziwVPWvleIpC74BVlNaYuxpU172DhCNWCScHejCoCNAWXah11bdJeanDoalVW39c9/BCA8D9ljO5vCk2wKakmigUjxw2AteslirQg/FXeRvuNWga1vmQ+wcPDG1sRWN5b6uGanKfIkd+sSiWTJqrWV+l0XreCmmcNVm1hPQ08p0AS2tW+OsY019bftlwuK0KCvck+S9Nwuq7D3kFhTd63bXv7ZZ+DgwPs2/Fs28Fe+e3SpUvIpgnRB0dNblhHMjz70pP/LZLby9LbFP09vcVFHxo0azWsDObSL4OtmcOV5zle3wDMQlntl+tuhik8abHsoJlwFsJzLMraZdfCx4GQJ473hJz5PsH2oZYd7wD9bC1JhtYFgLTVoRidTQ5ET164iUCk3q0nL+LtfHQrv0HR4TahwLehyYnIj4nIiyLysR2/fbuIqIg8ZN9FRH5QRJ4RkY+IyFtvsx2zzDLLLHdEbkeT+3EAPwTgJ+qNIvIGAF8D4JPV5rcDeJP9+ysAfsQ+by2SJzPzicDVKnWr/USWypc0pbep/QlxLttHt36qfERTkFfNQddi+FTVgadf/JYvAgD3wy339yLVSqZ+HAJ4U0ro9GhyXKQg9a4BUoNjtGwcRz/32rbdsFKK166WyktHR0eTc9XnSYuIblLrYoQsEbdVJawzIunHV33QPhOtANrq7W/6LYv7pPw8CE1wq1xgpZH2Fql0jXdhvrg+IpOHN4p2e3Cu+LtWi6jWtaj6vrQl8Fd909/Z8WpRP6JvwNJ1lTPnmDOAb95Mk+jXWeNZmgNsfd2ufwRsvJDyFGFw4/Caa7CPPfZYub5rZuVer1+/ivVxGQNLYpLNR9YlQU//sAUu3ZeqKUwNNzlozXjXVGPfzZL4cQLshWt0LFUo6D3FbPRUM0ZZe08WdBZgIzSQ1LvmeAIz10655SSnqr8iIm/c8dP3A/gOAL9QbfsGAD+hpQd+TUTuF5FHVfX5WzfFsh5gppZTPZdfnSizeUHKxgixU/3WnubTdNd68twVvwhgb/m+BUpVIHLppm0EgP1zZZJ74oknAACLPeMy29vzoMQmT01hVBNDJ2VgtlTdXddVIObpJJNz9pd1AhVBPSEOPrlx3w3R9RWJIZ+BNnmuEK0GNpMy2f6qyE3z0ouEme3b0nLyvbwMUwAopSYypXUcZm5tGk0XN5o8IoJuNYXMjJwsjtcYrpvp2RTESSlBGzCtehArTDROKnQT8FM1Y310NN3WMKYMw9p/44RG6M+1G9fwyiuvAACuXy8L1eY4xsaXvPktAIBHH3m8tNvrkdokOayhVm6QAQ9ObMPmBjbO1lJ2J9PIuIOjMfDp0UctFyOhT1lDaZBGQUgVWS2NzeAiDPC6m6t0y1Rj0t0itxdzKNe4/V1DROQdAD6lqh9ufno9gGer78/Ztl3n+BYReUpEnjq2FW6WWWaZ5XMtf+rAg4gcAHgPgL+96+cd23bOuar6XgDvBYBLF84pkKvVXysndwPOrdh7fTVxcwLOpkBn8QKLyXnKEjB1qu9qYq5C4uXGItjgq/00XRMi4uYqq7QvVwR5JjfJup4l10yj42rYda6ij24akmUimCfadD9R9f1ZpNhNOme5DjAxHQPsq5yHSptUby8Ah1iUpm9zrgEWOBin3Gc0v/KY/f7oMhisxF0U+g5NLmALzE+tNLfGfBzHEcNmGoQZBqYihbY7NKbkZl3aenx87JoUgwo08zfr4y2NmUzBYy6fw3qDY9OuDg8PJ+fJusGNa+YqOD60m4pAS7nGkY9TaswLg9es18c4Mk1wY0VxOM4fuHg/zp+7HwDwl99a2r9ngYCOxbll9JzXVFWuB4BFVwHBCahvoSSIXFXX4Gy7JvVi4i1Dse1R/veAAc9HuEiqXpoI2pXPhIGmrJtxdD2NFU/gOEkMuJl8NtHVLwDwBIAP20vzOIDfEpEvR9Hc3lDt+ziAT38W15hllllm+ZzIn3qSU9WPAniY30XkEwC+TFVfFpH3A/iHIvJTKAGHK7flj2MwoSrn1wYMPMm5ckRH6k+ADrnqcoVsuct2Weg1L11UnWNonStWtblZvGpASgA/zSG+Kt9ffe0KPvPCSwCAG9Y2coh5cnKXpg6+qm11wGWXtLCQdl8dt+E0DiFBONtbeAtX+KxD5VTnCm/XyuNEuwKAoUrHG3WqJVx97ahpfQpYjtfNoNYXf1NLqv2Ma/Ob0blPP+NmzX0y1nY8tTZqa/wOVIV/NhG4YdpaJgTDx1todJvjqSZIrQsyug8NA/u3DX5VfuimvOYk1ZB7W7f33RIcdQy07PWmEY4sMDNixdKHfQP30DEKN2cmz4e2O+bp88qTwV/crm1xIQL0RUNzT+Hwm+ycRZzkgIE8qbQ+1/yqojUAIGlwEo+Eqe/5ZnI7EJL3AfhVAF8oIs+JyDffZPf/BuCPADwD4N8B+Ae33ZJZZpllljsgtxNdfdctfn9j9bcC+NY/e7NCttK6Kk3Oi946o3CtCXibTjx39jm+Xj1Phq6UfQL4Oja/SUWBQ98KQ/2XL1/Gh37jKQDAp57/TDlepn6oUdUTtVvZVfZvCqadbnMW2AqIO6VGqhK/x+Mtbi5GtGKlH4Op1v1lJBiIRHlqOUMFexgxbdtmPX0mhTdtqmlP6lY3nG1xLQ3fnbMFJ/+t7Auo+ReD0KEGnU81fdcgh8HBwNL4KztU3x0xQlXMeOH0BmRZ/LOynGrAUjFBx43aPVm0FglYdtM2MS1ttVq575eWw567NwmxUEjP4xklHu23XZHqeKa7oFHlfu17NVb4bHh5lQCmcwy1EfdOonId/XbBYlxpcu2r2NXaW8YJ7v4tORsZDwog9xEISMkdm+6ftAS8pYxbarSTCiYNokJhAIKYKjMNVcCJrOMD9rqS4xZ9eWJonhTW2gU/GSc7e/kXyw77B8vJ9a9cexUA8OwLz+NXf/O3AQDPv3C1nKsvuZGD1cAcc0K20nK8tykvm/3tLxnhEvVLzXthwIDwCfH0VKf4NrNvmSooBvncnOOOE9kRxnxku5jZmIn8r3jd+AizwUSwDPJHexUGf0Z0KA8RxUhTCEhtvngWS+Wk9kkxNRXlyUUmAs18JuyTMMfYT1vpCAnQjitlmHm2s51ugCqrzOtk3w7d1qTmUBSvX5vDqW/HLfY7v9f1EO4bANDh2LpoiXP7NoHaxP3y+jUAwNrbM+LAgwsBuQGA3AmylP36hY2bgSUGN1F+oHkXOEnmMWODR8p98hkymDfG+7lgkMDue4SZ8mlEZzTmvWPpgup9wyyhDdtU9lkdr7Aw0F/fDbcdeJhzV2eZZZZ7Ws6GJrdTaHbZ10p1DRODIXI67tUX5IAntPP4LnOUJl1cN2AL1J62j9+q9SxRYtfBKQ6AjFKGILrbCwrTRO3c6evX0Ph0cy1i+dWODJDQtNDJd81awQRoq5SPsTLTRZoiN76aR/vre7KfvKHU1hKZidGjB/NDDdhsJnxdkIbId2pw4bSWyKvtqa1FznGruSFNn7egw6bxUTvAuM0dnuxz4k9oaesn23i8jmGZ3FThmOZR1zATuhVCcw2gcs1IAgCDaT3OeoMR6oWybR9vYgVmdgbtCrKTW214+i5AM8TgR2QRpralkuK9oFbvFO827occ5irp4j2vNW64s+svyPGXOnReQnFmIZlllllmAXCmNLmMKliOVuPyRbGqldCyakhVI651nnrtgBqK0ThU49q1k3VazEQ1u+fefYM8UrRymppmkmKFy7ZqUXOTzlhhQU6xDkLf1KRfSm8EmHJbeH/ebteEc3xvimFLpQF7fiJX1My81HgmMpLVguDShfXDWNV94DW4b+c5i8kB1fws24eqoLA2NTXQha82t/2NeC4uroJVgYwGFhRnSFG0Zavg9g7Zeal2f2IrdKuGB2pf3AkyLZK9G6uU+g6LlfWvPUJqcJk+OYyez8oxIF4oXD0YlAf6cm28VhCSwZ6TB3Uc5Auo+WXjrhl46YJZxF2ZhH3Q2ujAqWcp5i+14j7DKBAyo5jq2TnoPKPnuJTZJzfLLLPMAuBMaXJApWNsr6hec6EK6TtTRWgbzj3l4Eb7JdOflZ1D3lfKSWZJA8VI032QNHwUdJrU0V76jxjNJcyiW0ItopQNuCmm0Q1gcn0XPsCtMP6ItvByaLcaYfpmcfMopY7eF13D+HE8bqqkakZVpz49UfV8fPfXVdWbvE2eaB/9FvqTaQjuCqv3YYL2YtLuUn7Pjif5QAo/lleOciYGaT53wILov5MRLbfgRFqVWWsdksc027xuR2i3PiadRheTfSeXqNlvMn1wdh63XARL48QjHYdHbp2telPpOdM2qubQyqZBYQw5imFnPt+mIlkGIOmIN1duxSuJVV5G08jIlaeLyvIisbB1EstApGFEZ/t3hrDgp6QBvfmMe9nc0bSuuyqqOvH3ApXzOddZARxsBvOwjks1Zbe0LwSCkqmuxVd9CiryyJhlJtcEAKGTnIOg632Qjl4sx8xXcLJLDjjSZrJR7QJlTgT+Drs1hvP0xdKqru0W/kh7N9t84ahMunJ8zQ5hn0TXV4OtjRNpEp9UGSDKPW+Sr0Pn5oqzh1RLTvZ5jAGbKYK+bmeYndWzbc3Vm8x/W4GA2xa2KY5TL/zTQDImk1u4I8pP1VhqKHSikFHnRW64uHVNib+CnbQsFP8sv42o3gufVKuCSxwnjmXjs+Bzg7sT+JwYL8uSkHoLNJD41Z7b/oEFnLL4e7FHLKERfK6RHcYlC+YBc/wcYcFJcTs56ESZzdVZZpnlnpb/hzS50LC2czjpdBfgBBU2eNZSOKsbeEhZQKbmYlvIWTU7wFa2VubO27lF6ClSaYU0B+h4t1VVkpftc+e854dmpzSnBkltSyt1J2tjGrn2UvVZs7SJSvDoudZhzmJajblz4CfR/UFz2lXdPl3hd+XcepjB8zTHyHeks5vaH7oI9DRQCqDboc3exvJ+e1bOLfeX2lxu9i0QkiZX1cfJrbVEVa3M2ykTT032GbyW1t85xq8XSNqllVccjEBw7OUsGJtnmbDtCuhxYH/SHWJHjEss5SIA4MLeBQDAgdHPnz9fPu+/76KD9heElZgv5OjoCNcOrwEALl8tAOcrVy9bG19Dbxrf4gT+k10ya3KzzDLLPS1nSJNLuPkSG0EG95tz9aKChG1qdIJKyVQikl1bYQHreknQQF7a8VwquQpGG6lJeYh+i0Z49z3ExbhCd/6Zd/i5gCYQoe0usr2uOXyBnRP+vuqk5WOM0noMDnSey0gPcXYtkQ6YVAUwHLLSONcTNNriSjHvUfz/nulc9ltHfjkF8mgOa2MU9gwqgefotszGIWnbddpqWLcrzf6isW3Xqeoyf5PrTmS3dqeaIi7TsoEkQUeALDnvGl49IHxpkSrH4F0f8B2yHzMtUCOvNHlx7Gl+r6DDcGxMxqtzAII/8dzqPB5+sKR8PXCpkBVdsNKOF86Vz4sXL3jhHzVuPr6TR8fX8Nq1orldfu1PAADPPl/a9tKrLzl8KW9S5T+/ucya3CyzzHJPyxnR5KRoNbV/Y8vZQn9EFEZxDqvKbVb7LcpR9FFM4Rd+AKoVvv7lxLJqobm5/22HBueh/F3IhCAPs48ASWobJXQfX1w3+f5VJM/DWwyhNWpb323Vq3B+OQ0+uej1qW9RVcMHaHt4IWupImLuS2PUMEcqjmkyi8TyeQFFycKyeWXbZowiPWoQgsWSGoklniPqRzRooEq0ghpo85F3HlEdulP4ZEST8w3mRmm7eV7YdjqYhNpmH7rlc/Jxo8lhUHwHhoEsz9TIA1akBOc6427CaNHsNS2ckRHzaFvP+iIW/e+t3zsRPPBg0dIumpZ2bq9odOcPLuB19huLc0eZSEvK7wZY5UesjTWZhZvOr4D7jGHlwfvLva1S2efwRnLQ+2ZcVymHN5czMckJyqTkVNuQHbMD1enRw92U5A+znrBs8JkaTkftMGQcDdaxiRWeSF4pToYh7lCd1kGFZKeFjsmJqv/gg48D0gkWx4zBiBzHDatkWRsN2a2jRhkiN/FisgwkBPspduHLtmAeLM+dwzRLNI8ZTLDJZ9D1NoTBX1qbAAsPeWm3Bzdq+IOZSzbxLVfl/u87OOd9z4ryJBIlxOHajUPcuHHd/i5Ek8nMmaTxDJGtJmm/b/0FrElIyTqxHamaAmbSecaEtXGaEIxJZ9b5rHk68YjDLezc4xjuBXcPVOPW8Xht8Iefo5872sRdwwVBBh7eU98vo3ARSULHkunw6RcKEfcrly9jvS4m5NGGlFGl3443HQ6vEW9WntORUbUvpMN958uE9cBDDwIAHrr0AADgkdeVyevc3j4eNDP13H65xvlzLJYDCEuAoRTiWSzLfSyXvI8NYLvsOZ15YOjO2f737Zdtr7tYyMb3L2R8/A+eBgC8+PJLN6VRq2U2V2eZZZZ7Ws6EJgdIcSBPCss0oEytV9xpSPzmp56Ce2vkf0sYKJJcg4s6pKEl8phgA6FzPiAOXsrP8Z+BwHVgsHOYTcP+ogJXUj3TghoJfNWnktJVC9l2xsFU26v3d7+7g0Oza2cOovYgA5H0a8C0UnKgMTdToA41WVgpyItWmvHRRx7GQw8UTeDC+WK+kH58tHO/+OJn8ML6SrntXDQKq6ZXCtWIUcoLKdZNM9Ea1kJzi3cbDCnivG7MoaQjv9Lkbip8Pva1osRvkl4mYak2mLDFKrJDejrkkdwsD0RHuae9vT3s75+zvw/s+uWkl68UrsJPf+Yl7O2xvi7Ha+nHYb3A+ricdWkZJnt23fvvv4jHPq8EDt70BU8AAD7vUtHoXnfpEoBiou6vyzNkbdqUWMD1CNAb1u6iXXbGy0eNWnr1cR0EpKbJycLZecgWw4DJpQvncbA0DX/ihri5zJrcLLPMck+L3K5de0cbIfISgOsAXr7bbTF5CGenLcDZas/clpPlLLXn/4e2/DlVfd2tdjoTkxwAiMhTqvpld7sdwNlqC3C22jO35WQ5S+2Z2xIym6uzzDLLPS3zJDfLLLPc03KWJrn33u0GVHKW2gKcrfbMbTlZzlJ75raYnBmf3CyzzDLLnZCzpMnNMssss3zOZZ7kZplllntazsQkJyJvE5GnReQZEfmuU772G0Tkl0Xk4yLyuyLybbb9ARH5oIj8oX1eOsU2dSLy2yLyAfv+hIh8yNry0yIscXTH23G/iPyMiPy+9c9X3uV++Sf2jD4mIu8Tkb3T6hsR+TEReVFEPlZt29kXUuQHbTx/RETeegpt+V57Th8RkZ8Xkfur3560tjwtIl/7uWzLSe2pfvt2EVEReci+39G+2SV3fZKTksn+wwDeDuDNAN4lIm8+xSYMAP6pqn4xgK8A8K12/e8C8Euq+iYAv2TfT0u+DcDHq+/fA+D7rS2vAvjmU2rHvwLwP1T1iwD8RWvTXekXEXk9gH8E4MtU9UtQ2PHeidPrmx8H8LZm20l98XYAb7J/3wLgR06hLR8E8CWq+hcA/AGAJwHAxvI7AbzFjvnXItIyC96J9kBE3gDgawB8stp8p/tmW0rBi7v3D8BXAvjF6vuTAJ68i+35BXswTwN41LY9CuDpU7r+4ygvzN8E8AGUFMmXAfS7+usOtuM+AH8MC05V2+9Wv7wewLMAHkDJuf4AgK89zb4B8EYAH7tVXwD4twDetWu/O9WW5re/A+An7e/J+wTgFwF85Z3uG9v2MyiL4ycAPHRafdP+u+uaHGLwUp6zbacuIvJGAF8K4EMAPk9VnwcA+3z4lJrxAwC+A5Hd/SCAy+qcR6fWP58P4CUA/8FM538vIudwl/pFVT8F4F+iaAXPA7gC4Ddxd/qGclJf3O0x/U0A/vvdbIuIvAPAp1T1w81Pp96eszDJ7eJkOHVci4icB/CzAP6xqr522te3Nnw9gBdV9TfrzTt2PY3+6QG8FcCPqOqXouQWn6q/tBbzd30DgCcAPAbgHIrp08pZwETdtTEtIu9BccH85N1qi4gcAHgPgH+26+fTbs9ZmOSeA/CG6vvjAD59mg2QUtH4Z1FU/J+zzS+IyKP2+6MAXjyFpvw1AO8QkU8A+CkUk/UHANwvLNJ6ev3zHIDnVPVD9v1nUCa9u9EvAPC3APyxqr6kqhsAPwfgr+Lu9A3lpL64K2NaRN4N4OsBfKOaLXiX2vIFKIvRh20sPw7gt0TkkbvRnrMwyf0GgDdZlGyJ4iR9/2ldXEQEwI8C+Liqfl/10/sBvNv+fjeKr+6Oiqo+qaqPq+obUfrhf6vqNwL4ZQB/95Tb8hkAz4rIF9qmrwbwe7gL/WLySQBfISIH9szYnlPvm0pO6ov3A/h7Fkn8CgBXaNbeKRGRtwH4TgDvUNXDpo3vFJGViDyB4vD/9TvZFlX9qKo+rKpvtLH8HIC32pg69b654w7j23Rafh1KROj/AHjPKV/7r6Ooyx8B8Dv27+tQfGG/BOAP7fOBU27XVwH4gP39+SgD8xkA/wXA6pTa8JcAPGV9818BXLqb/QLgXwD4fQAfA/AfAaxOq28AvA/FF7hBeWm/+aS+QDHJftjG80dRIsJ3ui3PoPi6OIb/TbX/e6wtTwN4+2n0TfP7JxCBhzvaN7v+zWlds8wyyz0tZ8FcnWWWWWa5YzJPcrPMMss9LfMkN8sss9zTMk9ys8wyyz0t8yQ3yyyz3NMyT3KzzDLLPS3zJDfLLLPc0/J/AX7X3Jhqs3aDAAAAAElFTkSuQmCC
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<p>Next, you'll see an example of placing sunglasses on the person in the loaded image.</p>
<p>Note that the keypoints are numbered off-by-one in the numbered image above, and so <code>key_pts[0,:]</code> corresponds to the first point (1) in the labelled image.</p>

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<div class="prompt input_prompt">In&nbsp;[9]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Display sunglasses on top of the image in the appropriate place</span>

<span class="c1"># copy of the face image for overlay</span>
<span class="n">image_copy</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">copy</span><span class="p">(</span><span class="n">image</span><span class="p">)</span>

<span class="c1"># top-left location for sunglasses to go</span>
<span class="c1"># 17 = edge of left eyebrow</span>
<span class="n">x</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="n">key_pts</span><span class="p">[</span><span class="mi">17</span><span class="p">,</span> <span class="mi">0</span><span class="p">])</span>
<span class="n">y</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="n">key_pts</span><span class="p">[</span><span class="mi">17</span><span class="p">,</span> <span class="mi">1</span><span class="p">])</span>

<span class="c1"># height and width of sunglasses</span>
<span class="c1"># h = length of nose</span>
<span class="n">h</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="nb">abs</span><span class="p">(</span><span class="n">key_pts</span><span class="p">[</span><span class="mi">27</span><span class="p">,</span><span class="mi">1</span><span class="p">]</span> <span class="o">-</span> <span class="n">key_pts</span><span class="p">[</span><span class="mi">34</span><span class="p">,</span><span class="mi">1</span><span class="p">]))</span>
<span class="c1"># w = left to right eyebrow edges</span>
<span class="n">w</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="nb">abs</span><span class="p">(</span><span class="n">key_pts</span><span class="p">[</span><span class="mi">17</span><span class="p">,</span><span class="mi">0</span><span class="p">]</span> <span class="o">-</span> <span class="n">key_pts</span><span class="p">[</span><span class="mi">26</span><span class="p">,</span><span class="mi">0</span><span class="p">]))</span>

<span class="c1"># read in sunglasses</span>
<span class="n">sunglasses</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">imread</span><span class="p">(</span><span class="s1">&#39;images/sunglasses.png&#39;</span><span class="p">,</span> <span class="n">cv2</span><span class="o">.</span><span class="n">IMREAD_UNCHANGED</span><span class="p">)</span>
<span class="c1"># resize sunglasses</span>
<span class="n">new_sunglasses</span> <span class="o">=</span>  <span class="n">cv2</span><span class="o">.</span><span class="n">resize</span><span class="p">(</span><span class="n">sunglasses</span><span class="p">,</span> <span class="p">(</span><span class="n">w</span><span class="p">,</span> <span class="n">h</span><span class="p">),</span> <span class="n">interpolation</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">INTER_CUBIC</span><span class="p">)</span>

<span class="c1"># get region of interest on the face to change</span>
<span class="n">roi_color</span> <span class="o">=</span> <span class="n">image_copy</span><span class="p">[</span><span class="n">y</span><span class="p">:</span><span class="n">y</span><span class="o">+</span><span class="n">h</span><span class="p">,</span><span class="n">x</span><span class="p">:</span><span class="n">x</span><span class="o">+</span><span class="n">w</span><span class="p">]</span>

<span class="c1"># find all non-transparent pts</span>
<span class="n">ind</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">argwhere</span><span class="p">(</span><span class="n">new_sunglasses</span><span class="p">[:,:,</span><span class="mi">3</span><span class="p">]</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">)</span>

<span class="c1"># for each non-transparent point, replace the original image pixel with that of the new_sunglasses</span>
<span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">3</span><span class="p">):</span>
    <span class="n">roi_color</span><span class="p">[</span><span class="n">ind</span><span class="p">[:,</span><span class="mi">0</span><span class="p">],</span><span class="n">ind</span><span class="p">[:,</span><span class="mi">1</span><span class="p">],</span><span class="n">i</span><span class="p">]</span> <span class="o">=</span> <span class="n">new_sunglasses</span><span class="p">[</span><span class="n">ind</span><span class="p">[:,</span><span class="mi">0</span><span class="p">],</span><span class="n">ind</span><span class="p">[:,</span><span class="mi">1</span><span class="p">],</span><span class="n">i</span><span class="p">]</span>    
<span class="c1"># set the area of the image to the changed region with sunglasses</span>
<span class="n">image_copy</span><span class="p">[</span><span class="n">y</span><span class="p">:</span><span class="n">y</span><span class="o">+</span><span class="n">h</span><span class="p">,</span><span class="n">x</span><span class="p">:</span><span class="n">x</span><span class="o">+</span><span class="n">w</span><span class="p">]</span> <span class="o">=</span> <span class="n">roi_color</span>


<span class="c1"># display the result!</span>
<span class="n">plt</span><span class="o">.</span><span class="n">imshow</span><span class="p">(</span><span class="n">image_copy</span><span class="p">)</span>
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<pre>&lt;matplotlib.image.AxesImage at 0x7f3e1c7aa3c8&gt;</pre>
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<h4 id="Further-steps">Further steps<a class="anchor-link" href="#Further-steps">&#182;</a></h4><p>Look in the <code>images/</code> directory to see other available .png's for overlay! Also, you may notice that the overlay of the sunglasses is not entirely perfect; you're encouraged to play around with the scale of the width and height of the glasses and investigate how to perform <a href="https://docs.opencv.org/3.0-beta/doc/py_tutorials/py_imgproc/py_geometric_transformations/py_geometric_transformations.html">image rotation</a> in OpenCV so as to match an overlay with any facial pose.</p>

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