photometry/light_curve_plotter.html

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<title>light_curve_plotter</title>

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

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

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

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

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

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

    </style>


<style type="text/css">
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<p>Very simple plotter</p>

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<div class=" highlight hl-ipython3"><pre><span></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">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">from</span> <span class="nn">matplotlib</span> <span class="k">import</span> <span class="n">pyplot</span> <span class="k">as</span> <span class="n">plt</span>
<span class="kn">import</span> <span class="nn">ysfitsutilpy</span> <span class="k">as</span> <span class="nn">yfu</span>
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<pre>WARNING: AstropyDeprecationWarning: astropy.extern.six will be removed in 4.0, use the six module directly if it is still needed [astropy.extern.six]
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">phot_raw</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="s2">&quot;phot_targ.csv&quot;</span><span class="p">)</span>
<span class="n">vis_insp</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="s2">&quot;vis_insp.csv&quot;</span><span class="p">,</span> <span class="n">comment</span><span class="o">=</span><span class="s1">&#39;#&#39;</span><span class="p">)</span>
<span class="n">vis2reject</span> <span class="o">=</span> <span class="n">vis_insp</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">vis_insp</span><span class="p">[</span><span class="s2">&quot;serious&quot;</span><span class="p">]</span> <span class="o">==</span> <span class="mi">1</span><span class="p">][</span><span class="s2">&quot;file&quot;</span><span class="p">]</span>
<span class="n">vis2attention</span> <span class="o">=</span> <span class="n">vis_insp</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">vis_insp</span><span class="p">[</span><span class="s2">&quot;serious&quot;</span><span class="p">]</span> <span class="o">==</span> <span class="mi">0</span><span class="p">][</span><span class="s2">&quot;file&quot;</span><span class="p">]</span>

<span class="n">stems</span> <span class="o">=</span> <span class="n">phot_raw</span><span class="p">[</span><span class="s1">&#39;file&#39;</span><span class="p">]</span><span class="c1">#.str.split(&#39;/&#39;, expand=True)[1]</span>
<span class="n">phot</span> <span class="o">=</span> <span class="n">phot_raw</span><span class="p">[</span><span class="o">~</span><span class="n">phot_raw</span><span class="p">[</span><span class="s1">&#39;file&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">isin</span><span class="p">(</span><span class="n">vis_insp</span><span class="p">[</span><span class="s2">&quot;file&quot;</span><span class="p">])]</span>
<span class="n">phot_attention</span> <span class="o">=</span> <span class="n">phot_raw</span><span class="p">[</span><span class="n">stems</span><span class="o">.</span><span class="n">isin</span><span class="p">(</span><span class="n">vis2attention</span><span class="p">)]</span>
<span class="n">phot_reject</span> <span class="o">=</span> <span class="n">phot_raw</span><span class="p">[</span><span class="n">stems</span><span class="o">.</span><span class="n">isin</span><span class="p">(</span><span class="n">vis2reject</span><span class="p">)]</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">errbfmt</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span><span class="n">capsize</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">elinewidth</span><span class="o">=</span><span class="mf">0.5</span><span class="p">,</span> <span class="n">ls</span><span class="o">=</span><span class="s1">&#39;&#39;</span><span class="p">)</span>
<span class="n">dummy</span> <span class="o">=</span> <span class="p">([</span><span class="n">np</span><span class="o">.</span><span class="n">nan</span><span class="p">],</span> <span class="p">[</span><span class="n">np</span><span class="o">.</span><span class="n">nan</span><span class="p">])</span>

<span class="n">fig</span><span class="p">,</span> <span class="n">axs</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">8</span><span class="p">,</span> <span class="mi">11</span><span class="p">))</span>
<span class="n">axs</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">errorbar</span><span class="p">(</span><span class="n">phot</span><span class="p">[</span><span class="s2">&quot;jd_target&quot;</span><span class="p">],</span> <span class="n">phot</span><span class="p">[</span><span class="s1">&#39;m_red&#39;</span><span class="p">],</span> <span class="n">yerr</span><span class="o">=</span><span class="n">phot</span><span class="p">[</span><span class="s1">&#39;dm_red&#39;</span><span class="p">],</span> <span class="o">**</span><span class="n">errbfmt</span><span class="p">,</span>
                <span class="n">label</span><span class="o">=</span><span class="s2">&quot;data&quot;</span><span class="p">,</span> <span class="n">marker</span><span class="o">=</span><span class="s1">&#39;o&#39;</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;k&#39;</span><span class="p">,</span> <span class="n">mfc</span><span class="o">=</span><span class="s1">&#39;none&#39;</span><span class="p">,</span>
                <span class="n">alpha</span><span class="o">=</span><span class="mf">0.3</span><span class="p">)</span>
<span class="n">axs</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="o">*</span><span class="n">dummy</span><span class="p">,</span> <span class="s1">&#39;b.&#39;</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">&quot;airmass&quot;</span><span class="p">)</span>
<span class="n">axs</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="o">*</span><span class="n">dummy</span><span class="p">,</span> <span class="s1">&#39;g+&#39;</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">&quot;zpStd&quot;</span><span class="p">)</span>


<span class="n">am0</span> <span class="o">=</span> <span class="n">axs</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">twinx</span><span class="p">()</span>
<span class="n">am0</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">phot</span><span class="p">[</span><span class="s2">&quot;jd_target&quot;</span><span class="p">],</span> <span class="n">phot</span><span class="p">[</span><span class="s2">&quot;airmass&quot;</span><span class="p">],</span> <span class="s1">&#39;b.&#39;</span><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.3</span><span class="p">)</span>
<span class="n">am0</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span><span class="s2">&quot;airmass&quot;</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;b&#39;</span><span class="p">)</span>
<span class="n">am0</span><span class="o">.</span><span class="n">tick_params</span><span class="p">(</span><span class="s1">&#39;y&#39;</span><span class="p">,</span> <span class="n">colors</span><span class="o">=</span><span class="s1">&#39;b&#39;</span><span class="p">)</span>

<span class="n">std0</span> <span class="o">=</span> <span class="n">axs</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">twinx</span><span class="p">()</span>
<span class="n">std0</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s2">&quot;right&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">set_position</span><span class="p">((</span><span class="s2">&quot;axes&quot;</span><span class="p">,</span> <span class="mf">1.1</span><span class="p">))</span>
<span class="n">std0</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">phot</span><span class="p">[</span><span class="s2">&quot;jd_target&quot;</span><span class="p">],</span> <span class="n">phot</span><span class="p">[</span><span class="s2">&quot;zpStd&quot;</span><span class="p">],</span> <span class="s1">&#39;g+&#39;</span><span class="p">)</span>
<span class="n">std0</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span><span class="s2">&quot;zpStd&quot;</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;g&#39;</span><span class="p">)</span>
<span class="n">std0</span><span class="o">.</span><span class="n">tick_params</span><span class="p">(</span><span class="s1">&#39;y&#39;</span><span class="p">,</span> <span class="n">colors</span><span class="o">=</span><span class="s1">&#39;g&#39;</span><span class="p">)</span>

<span class="n">axs</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">errorbar</span><span class="p">(</span><span class="n">phot</span><span class="p">[</span><span class="s2">&quot;jd_target&quot;</span><span class="p">],</span> <span class="n">phot</span><span class="p">[</span><span class="s1">&#39;m_red&#39;</span><span class="p">],</span> <span class="n">yerr</span><span class="o">=</span><span class="n">phot</span><span class="p">[</span><span class="s1">&#39;dm_red&#39;</span><span class="p">],</span> <span class="o">**</span><span class="n">errbfmt</span><span class="p">,</span>
                <span class="n">label</span><span class="o">=</span><span class="s2">&quot;data&quot;</span><span class="p">,</span> <span class="n">marker</span><span class="o">=</span><span class="s1">&#39;o&#39;</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;k&#39;</span><span class="p">,</span> <span class="n">mfc</span><span class="o">=</span><span class="s1">&#39;none&#39;</span><span class="p">,</span>
                <span class="n">alpha</span><span class="o">=</span><span class="mf">0.3</span><span class="p">)</span>
<span class="n">axs</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="o">*</span><span class="n">dummy</span><span class="p">,</span> <span class="s1">&#39;b.&#39;</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">&quot;airmass&quot;</span><span class="p">)</span>
<span class="n">axs</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="o">*</span><span class="n">dummy</span><span class="p">,</span> <span class="s1">&#39;g+&#39;</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">&quot;zpStd&quot;</span><span class="p">)</span>

<span class="n">am1</span> <span class="o">=</span> <span class="n">axs</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">twinx</span><span class="p">()</span>
<span class="n">am1</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">phot</span><span class="p">[</span><span class="s2">&quot;jd_target&quot;</span><span class="p">],</span> <span class="n">phot</span><span class="p">[</span><span class="s2">&quot;airmass&quot;</span><span class="p">],</span> <span class="s1">&#39;b.&#39;</span><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.3</span><span class="p">)</span>
<span class="n">am1</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span><span class="s2">&quot;airmass&quot;</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;b&#39;</span><span class="p">)</span>
<span class="n">am1</span><span class="o">.</span><span class="n">tick_params</span><span class="p">(</span><span class="s1">&#39;y&#39;</span><span class="p">,</span> <span class="n">colors</span><span class="o">=</span><span class="s1">&#39;b&#39;</span><span class="p">)</span>

<span class="n">std1</span> <span class="o">=</span> <span class="n">axs</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">twinx</span><span class="p">()</span>
<span class="n">std1</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s2">&quot;right&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">set_position</span><span class="p">((</span><span class="s2">&quot;axes&quot;</span><span class="p">,</span> <span class="mf">1.1</span><span class="p">))</span>
<span class="n">std1</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">phot</span><span class="p">[</span><span class="s2">&quot;jd_target&quot;</span><span class="p">],</span> <span class="n">phot</span><span class="p">[</span><span class="s2">&quot;zpStd&quot;</span><span class="p">],</span> <span class="s1">&#39;g+&#39;</span><span class="p">)</span>
<span class="n">std1</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span><span class="s2">&quot;zpStd&quot;</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;g&#39;</span><span class="p">)</span>
<span class="n">std1</span><span class="o">.</span><span class="n">tick_params</span><span class="p">(</span><span class="s1">&#39;y&#39;</span><span class="p">,</span> <span class="n">colors</span><span class="o">=</span><span class="s1">&#39;g&#39;</span><span class="p">)</span>

<span class="k">for</span> <span class="n">ax</span> <span class="ow">in</span> <span class="p">[</span><span class="n">axs</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">axs</span><span class="p">[</span><span class="mi">1</span><span class="p">]]:</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="n">ylim</span><span class="o">=</span><span class="p">(</span><span class="mf">17.9</span><span class="p">,</span> <span class="mf">16.8</span><span class="p">),</span>
           <span class="n">xlabel</span><span class="o">=</span><span class="s2">&quot;JD&quot;</span><span class="p">,</span> <span class="n">ylabel</span><span class="o">=</span><span class="s2">&quot;Reduced Magnitude&quot;</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">legend</span><span class="p">(</span><span class="n">loc</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
    
<span class="n">axs</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set_xlim</span><span class="p">(</span><span class="mf">2458403.9</span><span class="p">,</span> <span class="mf">2458404.4</span><span class="p">)</span>
<span class="n">axs</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">set_xlim</span><span class="p">(</span><span class="mf">2458404.9</span><span class="p">,</span> <span class="mf">2458405.4</span><span class="p">)</span>

<span class="n">yfu</span><span class="o">.</span><span class="n">linticker</span><span class="p">(</span><span class="n">axs</span><span class="o">.</span><span class="n">tolist</span><span class="p">(),</span>
              <span class="n">xmajlockws</span><span class="o">=</span><span class="p">[</span><span class="mf">0.1</span><span class="p">],</span> <span class="n">xminlockws</span><span class="o">=</span><span class="p">[</span><span class="mf">0.05</span><span class="p">],</span>
              <span class="n">ymajlockws</span><span class="o">=</span><span class="p">[</span><span class="mf">0.1</span><span class="p">],</span> <span class="n">yminlockws</span><span class="o">=</span><span class="p">[</span><span class="mf">0.05</span><span class="p">])</span>
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dOpThsaGxuvudxiAYOh/6/CjXE9jRXGB0XnwKNoDG1t4HZDejogVYxHp9fJkyf55S9/yRtvvOGb0ejxeHjnnXcA+MMf/sDatWsB+Oijj3wz8gwGAyEhIcyYMYOYmBi6urp821yzZg27du0CYOfOnWM3UmHSoWRdCyKpqanDLrNY4O23+y8UISHwF3/BuDxh3WxcS2OF8UPROfAoGoNO1389NBrhztyt6HRj3+bzzz9Pe3s7GzduBGD58uVER0dTUVHBsmXLiIuL46233gLg9ddf58c//jFRUVGEhoayc+dOQkJCuOuuu/jGN77BBx98wHPPPcevf/1rHnnkEX7961/zwAMPjN1IhUmHuF5ei6mESqWSUym9fmNj47AXRIMB9u3rf8IyGuH22yE7e4INHILa2topNdvjWhpPVqaaxjD1dFY0Hj/OnTtHbm7ukMtGonNVVRX5+fkj+i6LBS5c6P8/K2v8HygdDgdhYWFoNBq6u7vHd+PjwFBaCSF6pZRTqvChEKJUSnnNenyTHaXnKYhc60Lo/4QVEsK4PGHdjEzGm810RNE58Ew2jRsaGjAYDFRXV9PU1ER2djZpaWm+5eMd4D64Nz4ra1w3D0BYWNj4b1RhWqLEPAWR5ubmYZdptf1DdStWwNKlE2jUNONaGiuMH4rOgWcyadzQ0EB1dTUFBQWsX7+egoICqquraWho8LUZ71l4/vFObjfjEu80GKfTCTApe50UJheK8xREkpKuqot8FadOQUlJ/xOXEjg+ekaiscLYUXQOPJNJY4PBQGFhITqdDpVKhU6no7CwEINhYP328cyIPhG98UrxZYWRojhPQaS9vf2ayyfiSWu6cz2NFcYHRefAM5k07u7uJj4+fsBn8fHxV/XYjLfNS5f298YHagKNUj9QYaRMC+dJCHGXEOJFgN7eXrq6uujs7MRms9He3o7T6aSlpQUpJU1NTcBX036bmpqQUtLS0oLT6aS9vR2bzUZnZyddXV309vbS0dGBw+Ggra0Nj8fj6z73bsP712Qy4XK5MJvN2O12rFYrPT099PT0YLVasdvtmM1mXC4XJpOJ2NjYq7bR3NyMx+Ohra2N2FgHdnsPFy/24XTaCQsL/j7ZbLZr7tNQ2/DfJ4fDQUdHx4Qdp6E0Hu1xmuh9stlsAT/3xnufent7g/57Gs0+2e32KXGN8F/Xq3Ewf0/ebWg0GiorK4H+4TmXy8X58+cJCwvz7VNvby99fX0jOk5OpxMpJU6nE4/Hg8vlwuFw4Ha7cbvdmM0edu1yc/y4hxMnXEgpcTgcAAP+Dt6Gx+PxbcPtdvs+8/8+/214Jxx5l3vbu1yuq7bhcrmG3Ib371D75G+Lv43ettfbJ4/Hc9VxUggOymy7INLR0cGMGTOu2SbQs0tGy1SbpTQSjScbU01jmHo6KxqPDW/MU2FhIa2trSQmJlJeXk5eXp4vaPzcuXMYjUY2bdp0zW0NN9vObrcTEREBDD37OD5+/Gv9uVyuST10p8y2mzxMi56nqcpIZ3YocU83jjJ7ZmJQdA48k0njtLQ08vLy0Ov1HD58GL1e73OcAlFGZqh4p0CUhRFC8PTTT/PLX/5y2Dbvv/++r9dN4eZl8rrYNwFut/u6bfzjnozG/vfB7n2aSoxEY4Wxo+gceIKtsdk8sKcnLS2NtLQ0UlJSyM3N9TlNFRUVeDweqqur6enpGdAbNRa8s44jIxspL68ZNkVCoHn//ffZtm0b8+fPn7DvVJh8KM5TEBnJkKn3iaumBnp7YRL3KE9KptOw9GRG0TnwBFNjs9lMW1vbAOdpsDPV1taG3W7n4sWLbNu2jeTkZKqqqqiurga4YQfHP79TZ6eF3FwDa9cWkJyc7BsuHMv2Af71X/+V1157jfT0dJKSkli2bBkvvfQSL774Ig6Hg3nz5vH6669TVlbGhx9+yOHDh3n22Wd59913OXDgwFXtoqKibtgWBRDPiDuAXwMhwO/kDvnzQctvBf4fsAjYLnfId/yW/RXwj1fePit3yP8JhI3KsF0QUavV122j1cLmzf2OU1QUfPaZMnQ3GkaiscLYUXQOPMHU2D8FgbeHaahhM4PBQF5eHn19fZSUlFBVVUV3dzdHjx694e/2731vamohJWXhdVMkjIaTJ0+ya9cuTp8+zbvvvktJSQkA999/PyUlJZSXl5Ofn8/LL7/MLbfcwt13380vfvELysrKyMrKGrKdwo0jnhEhwH8DXwfmAw+LZ8Tgbr7LwLeBPwxaNx7YARQBK4Ed4hkRkLEaxXkKIjabbUTtXK7+HqicHCVlwWgZqcYKY0PROfAEU2P/fE3XijXq7u7GbrdTXV1NTk4OK1euZPXq1dTU1AxIoDka/OOdnE478+YNDJofKkXCaPjiiy+47777iIqKQqPRcPfddwOg1+tZt24dCxcuZOfOnVRUVAy5/kjbKYyYlcB5uUNelDukA9gF3OPfQO6QtXKHPAMMniH2NeAzuUO2yx3SAnwG3BEIIxXnKYjExMSMqJ1SquXGGanGCmND0TnwTJTG1wv4vlbiS28Kg1mzZqHValGpVKhUKgoKCsbUO+TN73THHV1IOTB3VHt7OxqN5oa3Df2B4gAq1Ve3xG9/+9s8//zznD17lh07dmC324dcd6TtFEZMGlDv99545bNArzsqFOcpiIw0+6536G7evP6/SsD4yBnPDMcKw6PoHHgmSuPrzWIbbIfO72kuOzubmpoaX24oq9VKeXk5S5cuvaHeIW+8U0lJ/6zjuXPnUl5e7tt+W1sb5eXlZI+havqtt97Kn/70J2w2Gx0dHfz5z38GoKuri5SUFJxOJzt37vS1j4mJoaury/d+uHYK1yAanXhGlPq9nvBbKoZYY6QBf2NZd1QELPxYCPEKsA1okVIWXPnsLcBbfnsG0CGlXDzEugODxeTAYLHpQmJi4ojaWSz9sU5uN1y6FLjsutORkWqsMDYUnQNPMDT2JvM8c+YMdXV1NDU1XeVceYPGTSYTTU1N9Pb28tZbb5GSkoJarWb79u2Eh4ePunfI5XJdNds4LCyVvDyJXq+nurqavLy8Mc/mW7p0KQ899BCLFy9m9uzZrFu3DoCf/exnFBUVMXv2bBYuXOhzmLZv387jjz/Of/3Xf/HOO+8M207hGvTQJncMm+fJCMzye58ONI5wy0Zgw6B1D43WvJEQyLlbrwLPA695P5BSPuT9Xwjxn4B18EpC+ILFNtMvRIkQ4kMp5bRLrNHc3ExKSsp12/3zgaeZ7356yHQFg2e8KAxkpBorjA1F58ATDI3fffddysrKMJlMZGdnM2/ePIxG44D4pYaGBj755BPOnDnDxo0b2bx5sy8buU6nIzw83JdAczS43W50OrDb4eRJiIvrD1nQagemSBgPfvrTn/LTn/4Uh8MxIJ/WU089dVXbNWvWDMjz9NRTTw3ZTuGGKQGyxTNiDtAAbAceGeG6nwD/5hckvgX4/8bfxAA6T1LKz4UQmUMtE/0DzA8Ctw2xuD9YTMqLV9p6g8WmnfM00gvh8/pn+G3K00PGPA2ePqwwEOWGPjEoOgeeidDYG+9kNpu5dOkSBw4c4Ec/+hGtra1YrVbeeOMNurq6aGho8E3rj46Oxm638+CDD5KTk8Pu3btJTU3FZDKxb98+UlJSxtw7JAYNxrhcrgHDhePFZEpEerMid0iXeEb8Hf2OUAjwitwhK8Qz4l+AUrlDfiieESuAPwFa4C7xjHhG7pAL5A7ZLp4RP6PfAQP4F7lDBqQoZLCyBq0DTFLKoSIIhwr4KhpuQ0KIJwDfeGltbe04mRh4RlNuoajoMnV1IYDg8mUXVmv/JAOj0Uh4eHgArRxIILIHB5LJVNJipEw1jWHq6axoPDQXrtSCMhqNHD58mJkzZ5KUlMSxY8dwuVxkZWVx4MABlixZghCCyspK5s2bR21tLdnZ2XR3dxMbG8ulS5fIzMwkKSmJzMxMnE6n79pssVjQ+sUduFwu+vr6fO+dTicOh4Pu7m5MJglEsHBhCA0N0NgoiYqS9PX1odFoBqw3HrjdbkJCQsZ1m+OJy+Ua9T1OCGbRPwI0k/7ZaS9Kya+HabsCKAYekpJ3hmozEcgdcg+wZ9Bn/+z3fwn9Q3JDrfsK8EpADSR4ztPDwJvDLBtVwJeU8kXgReivbTfV6lUNx9OHnuaZw8/43i9+fzYAW6N2cE/z0764p76+vgmv0TVdNL4WwR4OvRk0DjaKxgNpaGigoaGB3t5eoqKiaGlpoaioiNjYWBwOB/n5+Xz55Zd0d3ej0WiYO3cuJpOJ+++/n1/96lfExMQQExNDfn6+r+CwTqe7SufB16yqqirfA6DD4cDj8RATE4NKpSIiIpqjR100NEB4uJrUVAgP708YOpEPjZOF0NDQGzlvXcDfS8kpIYgBTgrBZ1IOHM0RghDg/9Df46NwHSbceRJChAL3A8uGaTKWYLEpRVNT07Bd8U9veJqnNzwNgHhGUPOIHFAYc6RlWoLtBASba2l8LZTh0NFxozoHmul0/gdSY2+h35ycHOLi4jAYDBgMBjweD+3t7ej1enQ6Hb29veh0OjZt2kRJSYlvBl1cXBzV1dW0tLRw+fJl9Ho9brebpd6aKtfA4/EgpUQIQV9fH5GRkajVaoQQqNVqli/34HL1sWiROuATZQbHPE0mbjTDvJQ0AU1X/u8Sgir6R3gGh8J8H3gXWDEGM28agpGq4HagWkppHGZ5f7CYEHOEEGH0B4t9OGHWTSAzZ84ccdsbzfUUiOKZU4nRaDwUU3F4JxiMVedA4X/+T/VjGUiNDQYDhYWFOBwOPvnkEw4cOMCCBQtobGwkOTmZc+fOceTIESoqKli4cCGpqamkpqYSFhbGkSNHiImJITo6mn379nH27Flyc3NZsmQJ3d3d102O6fF4MJvNSClxu92EXqlB1dHRn6agtFRw6tRQAxLjz2TNlC+lxGw2ExERMcRSXagQlPq9nhiiEQBCkAksAY4P+jwNuA94YTztns4EMlXBm/RPGdQJIYzADinly/Q7Q28OaptKf0qCrVJKlxCDgsWknJYpW1tbW0lKSrpuu79d8Ldotf0pCq6EJCiMkJFqPBz+PVDTqRdjvBmrzuPJcMdpqvcmBkJjr1Z1dXWcP38evV6PlJLbbruNxMREnnvuOYqLi/F4PNTW1nLXXXdhs9koKSnBaDSi1WpxOp24XC6OHTtGbm4uCxcuJDk5GYvFQmNjIwaD4ZrB4qGhoXR1ddHa2ordbketVhMSEsK5cx4aGnqJj7fR2hpKcXETmZlOoD8uKhCOzmSOeYqIiCA9fagwnzaXlAw37d+HEGjo71n6kZR0Dlr8/4CfSIl7cHC+wtAEcrbdw8N8/u0hPmsEtvq9vypYbDqiHWEf9PcXft/3/+efdxMZqeHUqX5nSuHajFRjLw0NDRgMBl/FdpVK5ZsO7e3FmMo34EAxWp1vhJE6r94CtQaDgdLSUpqamsaURHGyMF4a++vo1aqtrQ23282DDz7I0aNHMZvNCCFYu3YtMTExaDQaGhsbMRqN1NfXYzAYcLvdWCwWQkJCfD0iCxYsIDk52WdvV1fXNZNjms1mVCoVc+bMAb4aPiwsLOTMmZPExmZw8mQtCxbksWqV1jdsd+7cuXFLU+BPoJyyYCMEavodp51S8t4QTZYDu644TjpgqxC4pOT9ibNyaqFkGA8io02mVlpai9XaTXo6mM0WPvroOAcPHuTQoUO+rvGpPjQx3oxGY++Fu6CggJSUFKxWK++99x5vv/22T9+bfRh0OCYiMeBg7f3Pdf//TSaT7zjm5+eTkJDArl27+NOf/jTgtzLVGC+NB+toMBjYsmULjY39oaWhoaHU1dXxP//zPzidTqqqqujt7WXGjBl84xvfYP369Wg0GmbOnMnGjRt5+OGHSUpKIiEhgbNnz2IymXzbDgkJuWZyzMG2pKWlkZeXh16v59Sp02g051i7NpwnntBOSGLg6ZjgUggE8DJQJSX/d6g2UjJHSjKlJBN4B/ie4jhdG8V5CiKRkZHXbeN/U7BYDISEQElJB+fOmcnPz2b9+vUUFBRQXV1NQ0ODcnMfxEg09mIwGJg1axZ9fX1UVlayZs0aHnzwQcLCwqiurh5wUwDFUfVnNDqPloaGBg4dOjTgQcFsNg8419va2vL7FncAACAASURBVGhoaOCDDz7g/fffp7Gxkb6+Ptrb22lpaWHbtm3MnDnT91vxJnGcSgRK4+7ubhYsWMCcOXM4ePAger2e9vZ28vLyyMnJobq6GoD169dz/vx5SktLycjIwGazsWbNGnJzc5k/fz7R0dEAnD17Fo/Hg8ViuaFev7S0NAoLN2Cz3YnHs5zm5lRgYn5vgTyPg8ga4JvAbUJQduW1VQieFIIng23cVEVxnoKI0+m8bhv/G0RMjItbbunBaGxnzpyZHD4cRldXKDqdjsLCwjEV3pyuDKfxUBfi7u5u3G43BoOBOXPmoNPp0Gq1dHR0UFdXx3PPPcdvf/tbX0+U4qh+xUjO5dHgPT7+vYH+DwqDK9d7e5uSk5NJSUkhJiaGXbt28eGHH9Ld3U1UVBR2u933W5lK+eC8jLfGXjQaDefPn2fJkiV0dXXxjW98g9tvv53u7m4+/fRTNBoN0dHRFBQUUFRURGZmJnfeeSdSSuLi4oD+2XYRERFkZGRQXl7OSy+9xB//+Ees1quKSFzFUDX7+suyCGJjO3G7+99PxO8tUBoHEyk5IiVCShZJyeIrrz1S8oKUVweIS8m3g5njaaoQrDxPCnxVyXs0uN2CiIhukpLCaG4OxWIJwWw2Ex8ff0OFN6c7w2k8VPCwRqPBarXS3d3tq2BvMBi4cOECixYtYsWKFRQUFGC32zly5Mi4loeY6tzIuXwtvDdK7ywwnU6H2WxGp9MRFhbGu+++S15eHmfOnAHg2LFjrF+/HrVajcViob6+nm3btnHmzBlWr17N3r17fQkV4+Pj6enpGVd7J4Lx1thLdnY2n332GTNnziQuLo7z589z/vx55s6dy5IlS7h06RIVFRXodDoqKipobGzknXfewWKxcPLkSfLz8zEYDNTV1VFeXk5XVxfbtm0jOzsbm83m67kChoxDG8p5Cg2Fzk415eU2NJr+2cUtLQHZ/QEESmOF6YfiPAWRG5nVodW6iYwMp6SkiczMWWi1btra2pBSDogtGBz4nJ2dPabyCFOV0Wis0+n47LPP6OnpwWq14nK5+PTTT1m2bBnp6en09vYihCA7O5sPPviA48eP4/F4blpt/RmvGUr+521UVBRSSm699VZfT1RpaSm7d++mvr6e2bNn09HRQUJCAomJiaxevZqdO3dSVVWF2WwmPT2dnp4eLl68SGdnpy9PTnt7u2+IaSoxnrPA/HX2zrY7dOgQPT09LF68mPvvvx/or9hw/vx5jEYjp0+f5vLly2RlZdHa2sqqVas4cOAAkZGRHDt2jMWLF3Pw4EEeeeQRzGYzra2tZGRkkJGRwcGDB4mPj6ewsJCenh4KCgrYv38/zc3NWCwWIiMjfb+jiopGXnmlC5PpEr29STz4oBOPZ2KCuCfrTDuFyYfiPAURh8NBVFTUqNaJi/PwwAOx/O53p1iwIISYmEgsFitGo5G8vDxfXhXvjJXk5GQSExMpLy8HuOlu8oM1Hs6pbGhoYN++fVRUVBAfH8/FixdZtGgRdrudnp4eXxmKuro6X5bf+Ph4CgoKblpt/bmRc3kw3vM2KSmJyMhIWlpauHDhAmlpacyaNQu9Xs8HH3yAw+Ggq6sLvV7PqlWryM7OZs+ePbz22mscPnyY2tpaFi5cyOXLl2ltbeX1119ny5YtNDQ0UFNTQ319/ZTMLj5Wjb3nfnFxMWq1mi1btpCXl0d7ezvx8fFkZmai1Wo5cuQIZWVlaDQaUlNTcblcrF+/nnfffRedTodGo2H16tWEhoZSVVXFG2+8QUFBAR6Ph7i4OO68805OnDhBTU0NGRkZxMfHc/78eR5//HF0Oh0qlYq+vj7UajWhoaG+Ht3y8nKampqoqHCQnLyQ6OhObLYZXLp0moqKPt8svkAyHuexws2B4jwFkRv5kVqtKvT6FDyeOezebae2tozExFDmz5/vcwrsdjubNm0aMNRRWFiIXq+/6W7wgx2noZzKpqYmrFYrYWFh/PVf/zU5OTn88pe/JCIigrCwMMrKyli7di21tbUcOHCATZs24XA40Gg0A7SNiIi4adMYjMcNx2AwkJSUREtLC7m5uaxcuZLi4mJ+/etfM3fuXM6dO4dOp6OoqAi1Wu0LTD5y5AhNTU24XC62b9/Ohx9+iMfjobW1lS1bthAdHU1DQwNnz55Fo9GwadMmWiZiDGicGavj5D336+rqWLVqFUajEb1ez1/+5V9y/vx5Dh8+zKpVqwB48cUX2bBhA6GhocybN49bb72VlpYWHA4HeXl5aLVacnNzCQ0N5fjx474Zd01NTbS3txMXF0dvby/Q39MH/cOlXgwGA2vXruW9995DpVL5fkdvvPEG27Z9kwMHYqiriyQ5OYqlSzOora2aEOdJcZwURsq0CBgXQtwlhHgRoLe3l66uLjo7O7HZbLS3t+N0OmlpaUFKSVNTE4BvWm5TUxNSSl8tpvb2dmw2G52dnXR1ddHb20tHRwcOh4O2tjY8Ho9vpo53G96/JpMJl8uF2WzGbrdjtVrp6enxDQPZ7XbMZjMulwuTyURnZ+dV22hubsbj8dDW1obD4fDth9eW5mYXnZ09zJqlQqdLZsGC/mnD9fX16HQ6X9xHU1MT5eXlOJ1Ozp8/73uSH+s+2Wy2a+7TUNsYvE8dHR0Tdpz8NT527BiFhYW43W48Hg9CCHJzc3nnnXdobW2lrKyM8vJyrFYrWVlZxMfHs3nzZjweD4cPH0an0xEeHo7T6aSkpITIyEja2trQaDQ0NzdTX18/5D5VV1ePap/8j3egzr3xPk6XLl264eNUWdlfJaKuro7W1laSk5PRarWcO3cOl8vFkiVLaG5u9u1bZGQkM2fOJD8/n7q6Onbt2oXVaiUuLo7y8nI8Hg+NjY04nU5KS0v5+OOP2bt3L0IIEhIS0Gq1vnNjsl8j/Nf1anwjx6m4uNiXQdxms6HRaFi0aBFVVVXExMQgpfTlZCooKCAqKop169axefNmwsLC8Hg8hIWF+b7Ta1dXVxehoaG+YdWkpCSOHj1KdXU1QggaGxspKSlh5syZtLS0+Paprq4OwBeH1tzcjNvtxmg0kp4eTVGRlcREK0uWtKHVgtVqpaOjI+DHyatxsH9Po9knheAgbrRezmREpVJJj8cTbDNGjMfjQaW6tv967tw5oD+Y+Y033iA0NJHGxjU0NnaSlJTJXXd10tj4JTk5OaxatYpz5875amD518JKSEhAr9ezYcOGMdlcW1s7pYY8/DXevXs3W7duRaVS+ZLs1dfX8w//8A/853/+J3v37iU5ORm1Wo3RaCQhIQGPx8Pvf/97NBoNdrudlpYWHnjgATIzM+no6OBb3/oWbW1t6PV6UlJS0Ol0V/U+FRcX+57oR8JU0xhGdi4Pxn8INS8vj9bWVpxOJ9u3b+fIkSPs3bsXt9tNZGQkxcXFOJ1OioqKsFqt3HrrrQgheOmll2hvb2ft2rUsW7aMkpISsrOzSU1N5ZVXXqG7u5slS5Zw2223UVpaSkJCAg8++CDV1dVs2rQpQGoEhhvR2Iv/uf/aa6+xdetW4uPjefLJJ7nzzjsxGAzU1NTwgx/8gJkzZ/Lss8+yfft23zUlNzeXs2fP8sYbb/DYY4/hdrtJTEzkpZdeYvPmzej1erZt28bx48fJyMhg586dzJgxg8zMTNatWwfg6/k6fvw4JpMJo9FIWFgYQggeffRR6uvrKS4uvtLzlEB5uZ7kZB2rVtXT3FxFUVGRb4JGoJJkjkXjYCGE6JVSTqkgPiFEqZTyulnRJzPKsF0QaWlpuWa9qoaGBo4fP05jYyNqtZqYmBg2blxNb28iP/lJM/HxnRw9Gk10tIsVK+J862VnZ1NZWUlLSwvJyclYrV/FRN1s+Gus0Whob29H51cY8NSpU+Tm5vqyHF+8eJG8vDyamppwu93U19dTUFDA9u3b6erq4v3338ftdqPT6aiurqampobTp0+jUql8Qc5Lly6loKDA9x1DzSaablzvXB7MUEOo+/fv5/Tp00gp6evrIyIigu7ubmbMmEFUVBRpaWnExMRQX1/PF198wYULF2hpaSEiIoLa2lqysrJITk7GbDYTEhJCYmIi8+bNY/369dTW1mI0Gjl+/Djl5eUkJSXR3d3N8uXLp8xQ9mg19sf/3M/MzKS8vNxXBuXixYvU1taiUql477330Ol0rFu3jurqaubNm+frPWlpaWHlypU0Njb6HN709HSWL19Ob28ver2ekpISoqOj2bp1K8nJyYSHhw/QV6/Xs3//fjQaDbNmzWLBggXU1tZy/Phx6urqWLduHV9+eY6OjoUkJNjo6url1KnL3HJL5jipeG3GorHCzYXiPAWR6zlO3irnUkpWrVrFe++9R2trKykp+WRkRBEWVofbPR+3Wzsgn0pERAQzZ86koqKCw4cPExUVxaZNm6bMTWI88dc4Ozub8vJyCgsLfTcEvV7P1772NcrLy4mOjiYzM5PS0lKOHj1Kfn4+jz76KKdPn6arqwutVsvixYtpbm6mrKyMyspKwsLCSElJYePGjbS2tmK1WiktLUWr1d5Ueo/2hjM4BYHXWWpsbOSLL75g0aJFdHd3097eTkxMDIsWLaKsrAyTyUR7ezsXLlwgLCyMwsJC4uPjOXv2LEajkVtuuYU//OEPfPzxx3g8HtatW8eZM2fQ6XTcc889fPTRR2g0GtRqNUII3zT6qXCsxnJT9z/3ExMTcblc/OY3vyEsLAyLxUJKSgoOh4PY2FiKi4uZP38+ERERHDx4ELPZTF5enm9Civdhw+PxcOHCBQ4dOoRKpWLDhg3YbDY2bNhwVRJT6Nc4LS2N48eP89hjj9HX18f+/fu5ePEiS5YsQQjB8uXLcTiaOHy4lfPnG4mKqqeo6DK1tf2pJTQaTUBnESuOk8JIUZynINLY2EhqauqQy7w3F7PZTHV1NWazmdLSUs6ePcs999ixWNycP99BVlYEGzaEDHhKLCkpQa1W8xd/8Re+3E/eC8zNVtzWX2OvBnq93vfknJOTQ1xcHKmpqezfv5/e3l5UKhW33XYbdrud1tZWGhsbqaiooKioCIPBwNGjR1GpVISFhVFZWcmcOXPo6+vDarWi1WrJy8vzJSw1GAwcP358wFTs6ci1zuWh6O7u9gUQm0wmKisrcbvd9PX10dvby4kTJ8jLy8PtdpOfn09xcTHJycmEhITQ0dGBxWIhJyeHr33tayxbtoxDhw7x8ccfc/HiRVpbW1m4cCFz5swhPj6e6upqli1bhtFoJDs7m7y8PMrLy+no6OCWW265aiLFZP2NjFZjL2azechz3zuUfOedd2I2mzlx4gQzZ84kIiKCiIgIbrnlFurr60lOTubWW2/1bauhoYGLFy+ybds2wsLCyMnJYffu3WRlZfm+MyEhYdikljabjcHhIjExMdjtdiwW0OtTSE/voL5+Bo8/HsP8+flYrVaOHTtGU1MTmzZtCtgs4hvVWOHmQ3Gegsi1fqTem8vhw4e5dOkS99xzD1lZWfz8+M/Zv/8dMjPTyczMIiysgWPHTpGS8tVTotVq5dFHHyUtLc0XM+VlqleWHy2DNfY+/XoTXDY0NPDZZ5+xbds2MjIyqKyspKamBq1WS0tLC/fddx/33HMPxcXF/OlPf8JutxMbG0tUVBQWiwWj0UhkZCRHjhyhvLycjIwMIiMjqa+vx2QyERERgZQSq9XKkSNHWLt27bR0ZEd7w/EfRqqtrcXtdnPy5ElWrFjBjBkzmD9/PidOnCAtLY3Tp08TEhJCd3c3Tz75JCdOnKC8vJyNGzficrkwGAxEREQQHR1Nc3Mz3/nOd8jKyuLkyZMYjUZmzJjBpUuXqKysJCcnh9TUVD744ANMJhPp6enU19cPsG2y/kZu9Kbu3Z/B5/6hQ4coLS0lPj4es9lMY2MjK1euJCQkhJqaGnJycoiPj2fPnj0+5ykhIYFDhw6Rl5c3YDZvVlYWb7/9Nh0dHb4HheHw5oWKjo4mJyfHZ5vFYkGvb8btnklERD25uTo0mkhUKidarZbw8HAiIiICOotYcZwURsrUioybZnhnVAyF9+ZSWlrKtm3b6OnpwWQyURxejBCCd955hwMHOmhsTCM29jGiotKIj49n/vz5LFq0aNr2cIyWoTT2zgwyGAykpaUxd+5cDh48yPvvv4+UkjVr1mCxWLBarezcuRODwYBKpWL16tW+9AQPPfQQTzzxBOnp6Xz66ad0dnbS29tLZGQktbW17N27l7q6OtasWcPKlStZs2YNarWao0eP+uyYTuVdrnUuD4VOp6O8vJyzZ8/yxRdf8NJLL2EwGLDb7ahUKl9yRYfDgdlsJiUlhYKCAsLCwrDZbMyePRudTkdMTAxffvklly9fZtasWSQlJSGlJD4+nmXLlvlSTXz88ceo1Wri4+OprKwkMTGR/Px8oqKifHXxJjuj1fh6ZGdn09bWhsFgwOPxYDabuXz5MomJib4p+/Hx8VfN6Oru7vaVZYH+EAO73U5iYqIvZ9NQtSC9NQpNJhNvvvkmarWauLg4urq6MBqNrFmzhsuXTxESAkajRKfTotW6fesLIa7KAD7elRXGW2OF6YvS8xRErvWU441RMJlMPPLIIwA899xzsASKioo4ccLC0qVFWCxnsVjC0WiiKSwsZM+ePSQmJgJfBZz39vaOqkDndO8R8Tot58+fJzs7m+TkZDweD9u3b0ej0VBaWkp+fj4LFiygpqaGo0eP+vQLCQlhzpw5zJ49G4DMzExOnTrFjBkzMJvNJCcn+wLK29ra6Ovr8+WxWbt2LS+//PKE7v9EMdondu+N8+233+by5ctERkby+OOP09TUxLlz5xBC+PIzLVy4EJvNRltbGzU1NXz9619nz549WK1WPB4PGzdupLm5mfj4eGJiYpg/fz5tbW2kpKTw+OOP88orr9Da2sqmTZvYt28fcXFxhIaG+oL8t2zZMmCYdbJm5R+PXhHvg4N3KG/FihXs3r0bKSUWi4Xw8HBaWlp8sz3b29uvyn3kLWPkxWAwkJGRgVqtxmaz+XqE9uzZQ0ZGBjBwgkBPTw/FxcUcP34ct9uNEIJ169bR2dnJ22/vY+tWkNLBnDkNxMXFYjKZqK2t5cyZM5jNZpYtW+b77vb29gGVFcaK0vOkMFIC5jwJIV4BtgEtUsqCK5+9BXjnl84AOqSUi0ey7nTEZDINm/jNe9G22+18/73vc5jDsKR/2WP1j8G9ECdnMVd+hy+/PMvq1ec5ciSSxsZGEhMTBwScx8XF+eID1Gr1daf4TtZhixthOI11Oh0nTpzg0KFDVFdXYzAYuOuuu7Db7eTl5fl6QJKSkpg/fz4ffPABGRkZtLe3k5iY6Lt5xMXFoVar+eijjwgNDWX37t0kJibS3d2NyWTi6NGjV13cp2PpnGudy/7473tzczM2m82XALO1tZVly5ah1+v57LPPKCoqQqPRoNVquXz5MkVFRaxYsYLExEQSExMxGAwYjUbWrl2LTqejvb2dO+64A4vF4ptpGh4ejkaj8eXqqqmpYd68eURHR9PV1UVBQQELFizg9ddfx+12T+qs/CPVeDj8g7i9v/GCggJWrVrF/v37fTmZtmzZQmhoKG1tbZSXl1+VNiM7O5sTJ074ciV5c2rNnz/fV2swPj6e0NCvbi/+EwRUKhXZ2dkUFRVx/PhxEhMTfWVZysqySUyE+nodlZWvEhvbHwe3aNEi5s2bR2xsLMePHyc+Pp6EhATKy8vHdRbxWDVWuHkIZM/Tq8DzwGveD6SUD3n/F0L8JzBcye2r1p2OXMtB8d5kZs+ejafKw+HvHeY3v/kNb+W/xeMNj+N2uykq+hr7qyRudxczZjyI01mPxWLxdcV7A86BAU+D3viFm4HhNLbb7RiNRr7+9a+TnJxMY2MjZ8+eJTY2lpUrVzJr1izee+89MjIyiImJITQ0lJqaGlQqFUIITpw4QU9PDzabDSEEMTEx3HHHHajV/TW4vDec06dPk5ubS1tbG0eOHPEFMBcWFvqCbSfbTfpGGImz7XXoZ82aBcDly5cJDQ1l8+bNZGdn88c//hGDwUBvby9xcXG8++67pKWlkZWVxfr16zl27BgffPABq1at4u677wbg+eefp729nYSEBObOncvy5cs5e/asb6ZpXl4emzdvRq1WYzKZCA8P9zkGLpeL2tpahBBYLBbuvPPOSZ2Vf7QPNIOddJVKdZVjoFKpSEtLo6ioiJycHGbNmjUg91ZeXh4RERED1klLS2PlypW+4HO73c7ChQtJS0vzOU/t7e0DenH8JwhA/+/j8uXLtLS0+ILLT526TGxsGpGRZnp6bOTnr6O29jOio6PR6/WsWLGCVatWUVpayocffghAXl7euB6f6fLQqBB4AuY8SSk/F0JkDrVM9A9cPwjcNtp1pxNWq3XIH+vgHDjFxcW8+uqrVFRUQD7ce++9HDlyhHff/ZCoqG3Mm+dGpVJz+nQ9sbGx7N+/n/T09AGzX2Do+IXpzqVLl3zDlf61vYxGI263G71e73sS9ng81NfXk52d7ZvO7XA42Lt3L+Hh4dxxxx2cPHmSDz/8kMjISFQqFZcuXaKnpwePx8PBgwe59957uXjxIqWlpcTGxmI2m6mpqWHGjBk4nU7UarXvCbykpGRS3qRvhOHOZX/8HXpvT5LVaqWpqYk777wTrVbL7t27aW1tJSEhgR/96Ec+Rys3N5fFixezZ8+eAYlev/71r3Px4kXWrFlDa2urLx+Rd6apt5dVr9dz8eJFcnJyqKioIDU1lUuXLlFeXs6ePXvIy8sbcHOH8Y+nGSsj0djLUHm0du/eDUBYWBharRboTwrpxZtewz+ofDj822k0Gqqrq309Ud4eq7y8PJxOJzBwgoBWq/VNyDCbzezfvx+DwUB7exiNjYkcOFBPYWEWS5eGApmsX78eq9VKTU2N7zubmprGnPB3KEajscLNTbACxtcBJimlIUjfPykYrrL74C7uW265hSeeeIINGzZwi+MWsrKyWL16NfPmzaCtrRWbbRZ6fRMqVX/8x+zZs0lNTaWkpMR38WpoaOCFF16gpqaGQ4cOTYkA2fHAZrMBX91MEhISUKvVhIWF0d3dTWlpKW+99RanT58mIiKCpqYm/vjHP/Lll1+yZMkSNm7ciE6n4zvf+Q7Lly/nu9/9Lj/4wQ9YtmyZL27nH//xH/n+979PXV0dv//972loaGDx4sXcfvvtpKam0tTUhMPhYO3atTgcjkl/k74RhjuX/fHvfejt7WXp0qWo1WpfLEt2djazZs1i8+bN3Hvvvdx228Bnq6Gc/wULFrB8+XL0ej2HDx9Gr9cP2RvR1tZGXl4eISEhLFiwgIaGBqKiolCr1Wzbtg2TydT/cOLHeMfTjJWRaOxl8DVEp9ORl5dHbW3tVW29vdM3SlpaGnl5eej1eqqqqoY8Bt4Yzra2NuLi4rBYLFy4cIHly5czZ84ctm37JlFR95KUpKGx0cKqVZ3ExXmIioryld7xr5UXqBp0o9FY4eYmWAHjDwNvjseGhBBPAE943w91cZis2Gw2IiMjr/r8woULZGRk0N3djdFoBPqfEENCQng0/VF27txJWVkZAPfdt4yzZ/Noa6unri6HAwdOU1FR4Zse39bWRkxMDFarlcrKStasWUNsbCyHDh0iKytryKRwRqOR8PDwIW0e64V2ojEajb7Efzk5OXzxxRd0dXWRl5eHWq321f/r7OwkLS2NkJAQcnNzsdls6PV6mpubiYyMxOl0+s4tp9OJ2+32zQiTUjJ79mzy8/N99b7Cw8PJy8tj9uzZmEwm3G43TqeTnp4eysrKEEL4AmHb29vp7u72bX+qaQzDn8v+VFZW0tjYSGtrK0ajkczMTLRaLb29vbz88su+GVsrV67EYrH4dGpvbyc8PJz29nZCQkKu+o1rNBo0Gg1ut5vMzEzfsfI/jy9cuMDixYuxWCw4nU62bNniS19w6dIlbDYbL730Et/+9rcxm8309PRQVVVFVlbWpLmmjERjL/7XkIqKCsLDw+nq6qK+vp60tDR6enoIDw/HaDT6rjGAT69rXQP88W+XmZl51THwP5ejo6PZt28fFy5cICIigvT0dGpra5kzZw719TYsli50unakDOfAgS+45ZZEenp6ePXVV4mIiMBut/Pxxx9jNpsJDw8PyHEZjcYKNzcT7jwJIUKB+4Fl12s7EqSULwIvQn9tu6lUE6ynp2fIJ52srCxiY2PR6XS+wpneLMC33XYbubm57N27l+joaC5dCkWnU+F2t2GzJTBjxjzuuktDbm6ub1jC4XCwfv16oqOjWbp0Kbm5uWRkZKDX64esodbX13fN2mpTSWOLxUJmZiZ6vZ7FixfzySefsGXLFmbPns3f//3fEx4ezqOPPsrrr7/OnDlziI2Npaenh+3bt/vqZ507d27APsfExGAymbBaraxZs4ZTp06RmprKokWLsFgsJCQksGbNGmbPnk1lZSX5+floNBpiYmJYsWIFBoMBs9mMyWRCq9Vit9tZt27dgCf1qaQxDH8ue2loaKCvrw+dTkdBQQGtra0cPHiQefPm8dhjj5GamsrRo0fZvHkzaWlpA4adIiIi0Gg0XLhwga1btw47vBkTEzNgyMX/fVZWFrNnz6arq4vS0lJmzpzJqVOnWLp0KUuWLKGgoIDi4mIuXLiA2WxGrVazYcOGSTWUej2N/fFeQ4QQREZGolarMRgM1NXV+VINhISEoFarSU5O9s0O9Z5317sGeBncbqj1vO8zMzN9tfK8WCwW8vPzmTkznU8/NVFfH0JWlo6+vhP09EQRHh7O2rVrOXPmDDExMVRUVLB+/XpiYmIC8hsZjcYKNzfB6Hm6HaiWUhqv2/ImZXAZEavVSnV19VXTaJOTk0lIiOGTT+o5edJBdraHjRsXcvmyxxfT4E3UeNddd/HJJ5/41h1qqMgbE1RaWjrlZ4F596W8vByr1eqrYO4lq69ZRQAAIABJREFULS2N3t5ekpKSqKqqwmq1UlRUhFqt5uc///mAbfnXwoP+oNLU1FTcbjepqal0dHRQU1OD0WhErVbjdru5dOkSQgh0Op1vCvdHH31EY2MjbW1tvuNzM9DQ0MDbb79NV1cXbrebkpISwsPDiYuLo6GhAbe7P5ePf525oTJiXy84eHCsiv97728qKSmJlpYW9u3bR2RkJLNmzaKmpoZly5ahUqmIi4tj1qxZoyrkPBnx7m90dDTnzp2jpKSEmpoaYmJiWLBgAQ6Hg4SEBE6ePAkQkCK7Q+GfPiUqKsqXmd/bAS5lfxqL9PQsjh07RkJCAklJSWzbtu3K9a6/wHlMTMyE2KugMByBTFXwJrAB0AkhjMAOKeXLwHYGDdkJIVKB30kpt15n3WmFy+Ua8vPBN46oqCjmzp1LT0/PVW1TU1OJj+8lJKSWjg4rZWVluFytaLVaKisr0Wq1vqEPf/zjOcxmM3a7fUAeloKCgik7C8y/1yIqKooZM2ZgMpnYv38/ycnJlJaWkpCQgM1mY/ny5VitVpYuXUpaWhotLS2+eAqv0zRUAGl2djYmk4nPP/+cmTNnMm/ePOrq6lCr1cydO5fQ0FA6Ozv58ssviYyMJDc3lyVLltDe3k5SUhKNjf8/e28e1ead5vl+XrGLVSAWIZtdIGwwBmPwCsaOndhxnFTK8biTru50VU9Pbk+fc/t239N9p8+cSWXuOT3dfWruvX2nqnpudS2ppKqzL+VyHMexjRPbYBvMZhkDYpExAgkEYpHEIqH3/iG/bwTGNk5YHb7ncBAvr6Tf+3t/7/M+77N8v70olUqKi4sJCQlZ9QXj91vLZrOZS5cuYbPZCA0NJTg4mKGhIWJjY1GpVAwPD7Nr164ZQsoS5lu8PB9Ic2s0GgkICKCyspKdO3fKY2lvb6e4uJiLFy+iUqlWJNfZ/eZ4LoSGhqLX63nvvfc4deoUzz33HFFRUej1eiwWi9xVqNfraWtro6ysbMbxzn5gWAjMpk8ZGRnBYDBQXV3N6GgiwcGhJCdbsNmm2bNnG5OTFsrLy1EovirNXez6wEeZ4zV8u7GY3XZ/cJ/tL8+xrRc49LD3Pm54UE2B/41DQmdnp2z0JBgMFkZHB9i0yUNMjJ7R0QGuXDnP8PCwnIZSKBRyBGZ2Nwz4imn7+vruKTBdrV1g/sWyvb29iKLIvn37qKysBKCpqYmenh7Gxsb47W9/i1arJT8/X6YTKCgoAB7ctqzVatm1axdVVVW8//77AKSmpnLw4EGuX7/Ohx9+SEZGBnq9nqioKFQqFWazGZPJxLFjxwA4ffo0LS0txMfHr3pm4/ut5aqqKoKCgti6dStOp5OMjAw+//xzgoKC2Lt3LwMDA3L68n7rbKFu5P7X1Pr16xFFkYmJCYaHh0lLSyMsLAyPx4NKpVqRXGfzqUGSYLPZyMnJITY2ls2bN1NRUcEXX3xBamoqMTExVFdXy0SZRqPxHuHw+R77o5yb2fQpKpWK5557jt/85jfcuFFHff06PB435eVJ5OWp6OpSynqREha7iP9R5ngN326sMYwvI5xO5z0cKg9DXFzcjJqB4eF2kpOTuX07kP7+adLStJjN67l16xZ9fX0cPXqUyMhImTl7eHh4zhTIbB4WWL1dYLO7ukJCQoiNjSUsLIxNmzYRHR2NyWSisNDHOrp+/Xrq6+uJiooiIiKCXbt2zet7tFotL7zwAps2bZK35eTk4HA4+JM/+RP5869c8UnqvPXWWyQnJ2Oz2dDpdCgUCgoKCnjnnXdWfRrifmu5vb2dH/zgB7jdbt544w2mp6d56qmnOH/+PG1tbRQXF5OUlPRAJ30xnJiioiI5HShFQSRCyJWaUn2YvZgdLRscHMTlcqFSqRgZGWFycpLz588zOjpKVVUVubm5TE9P43K5ePvttykvL6e4uPiRxvQo50a6Lv0f/mJjY5mejsLp3IleL2CxDHPsmAqvd5CioiJqa2tnnKOenh70ev2i2aWvY5PX8O3EmvO0jPDXh/q6EIRh9u5N5M03owgKmuAXv7iDRqMgLCyMHTt2MDIygsvlIicnh02bNpGRkTFnCkTiYfHXjlpprdrzhT+nTGRkJHa7XT4Wu92O0+nkj//4j6mpqSE8PByv18vw8DBjY2M89dRTXzvSJj2FOxwOWZbCarVis9koKSlBqVQSHx/P66+/jl6vR6lU4vV6MRqNPP/888Dq7LSDh69lrVbLunXrqK+vJzExEYvFQmpqKpcuXSI7O/secd7FhFqtlpnHz549S3d3Nw6Hg4iICKxWK1NTU6hUKvbv38+OHTtWTOT1YXPsHy2z2+1YrVZu377N8PAwb7zxBuHh4axfvx6Xy0V4eDj9/f1ERkZy/PhxNBoNJ0+eRKPRLNrxStelP4aGhpieVjE8PIYo3mFw0Mnly8OkpExSVlbG0NAQbW1tco2UFCGbLXi+UFgIm7yGbwfWnKdlhKSF9nWhVqvp6+tjYMBJVFQgwcGD5OVtJyhoiri4IXJycoiLi+PXv/41dXV1XLt2jdTUVL773e/e84TpX2A6V2pvNUE6lvXr1zM0NITZbMbpdKLX62lqasLlcsk1NyqVipycHJxOJ6Iofq0bx+zaqIiICLlOw2QyceDAAS5dusTY2BhFRUWkpKTw0UcfERcXx9tvv01aWpq8Dmw226pMHdxvLWdlZXHp0iV0Oh09PT2Mj4/T2NhIVFQUpaWlREdHo1AoqK+vx2w2L4mjEhcXx9jYGCqVipiYGDIyMmRm88nJSUpLS7Hb7QwPD3Pp0iV27dq1IhyoR7EXRqOR6elptm/fzo0bN3C5XIyMjNDR0UFDQwNarZYNGzYQHByMRqNBp9ORlJQki2UvBvxtjH8kKTk5gcrKfsLCghEEBw6HievXe8nMzCQxMXHGMS/2efimNnkN3x6sOU/LiG96kcbFxaHT6bhzp57JyQT6+kIIDhbwervZssVXgFtf7+N9+tu//VsyMzMJCgqSa3/8HSitVovdbqeuro7Ozk7Cw8MXXPpgqSCNWRKdHRoaYvv27XR3d3P79m0CAwO5efPmjPTM2NjYnJxX88Hs1IWk/SWlPRMTE2Xm8jNnzpCVlcXWrVtJSUnhvffeIzExke7ubvLz88nMzJSjVqsJ91vLO3bs4MSJExgMBsbGxoiIiKCpqQmNRkN1dTWZmZmEh4fL4rxLud6MRiM7duzgypUrhIWFERYWxtatW+nv76e0tBSr1SrvtxKug0fRDjxx4gTJycloNBqcTic2m42srCzsdjvPP/88brebgwcPcvHiRcAXAdJoNN84HfagGihpDs+dOydHkrZseYJ33uklNHQctTqV0tJJNm5MoKamn6qqqhkp8aXA4+g4CQLr8UmdJQFe4GeiyD/P2ucl4G/v/ukA/hdRpHFJB7rKsFwM42uAeRcJSwYpKytL3ia91mq17N1bSGzsdSyWEfr7u7DZCgkN9RWaf/LJJ1RUVJCTk0NgYCDp6ekcOXKE06dP3/M9/iF1f9X01YqYmBj27NlDRUWFLNabnp7Os88+y+nTp+nv75ejbJOTk7KMyzeFpP3V29tLe3u77CS8/PLLPP/88ygUCkwmE1VVVURGRvLyyy9z9OhRHA4H169fx2KxAKsrhTfXWpYKkqXmg+npaRQKBQcPHqSsrIzW1laqqqqIjo5m48aNS15f53A4yMrKwuVyIQgCgiDIaa3o6Gh520qp+3uYvbBarTKLfmhoKE8++SRBQUFyt+3U1BTR0dEUFhZis9kwGAyEhoZit9tpbGwkPj7+G6fpH1YDpdVqKSoqQqlU4nK5qK+/w+3b3WzfrkajCUYUA1GpVGzZsoX29vZvNJavg9XeuHEfeIC/FkVygW3AfxQENszapwsoF0U2Af8nd7kT13B/rEWelhGzeZvmgtVqpa+vTy5uldroZ+u1CUIQyckhxMcP093tpbLyBgEBndTU1HD8+PEZn5mZmUlfX9+MbWazmc7OTvR6PXFxccTFxdHS0gKsPqoC8EUL9Ho9KpWKjz/+mKKiIiwWC5WVlaSmplJYWMj169fllu4nnnhiQY9T6uxSKBSyRI7dbpefuDdu3EhQUBCiKBIXF4fVaiUgIICbN29it9uJiIggKChoxXV83Q9zrWWpBicsLIxDhw5hNpspKipiYmKC4OBg1Go1GRkZOByOZamvk2pwQkJCuHLlCgqFgrGxMYKDgxkZGUEURXm/lYD72Qv/aFN5eTlDQ0Okp6fj8XgIDg4mOTmZkpISTp48SWhoKFarFVEU+clPfkJaWhp2u50nnniC/v7+RU/Tm81mrFarTFfgciUyMGDm1i0P6ekQFTX10M9YzIeK+djk1QZRpA/ou/t6TBC4BWiBZr99qvzecgVYt6SDXIVYc56WEb29vQ+8WCWHRiKIi4+Pp7GxkaCgIHJycmaxMGv4+OMg2tr66OrqJz19kJwcn55VS0vLjBtAR0cHUVFRM1TXJyYmyMjIQKVSYbfbUalUZGVlrUqqArPZTHV1NaIo0tvbi9FoZHx8nMLCQlJTU8nLy6O+vh6VSsW2bdsWlSAwMTGRiIgIqqqqePfdd4mKimLv3r3U1tYyOjrK7t27MRgMXLt2TS5kDggIoLa29r7F/SsR/mvZf135avIGaG9vn0FC+eGHH5KSkkJkZCQdHR1MT08veX2dTqfj3LlzspOhVCppaWlBrVbz2WefkZycjCAIj9yBtliYy17424Bbt26Rk5PDL3/5S1wuF2+88QbFxcV4vV4KCwsRRRGlUsk777xDRUUFxcXFDAwM0NbWRktLy5IUx/vTFYyMKGhoiCUzM5nmZhOHD7sJDZ3Cbrdz/fp1ObousZ9L8H+90HiYTV7tEATSgELg6gN2+wHw6ZIMaBXjsUjbCYLwjCAIPwNfa/rY2Bijo6Myq7Tb7aa/vx9RFOWIixSe7evrQxRF+vv7cbvdDA0NMT4+zujoKGNjY7hcLoaHh5mampJVw6W0ivQZ0m+r1YrH45FJJ0dGRnA6nTidTkZGRpiYmGBwcBCPx4PVaiU5Ofmez7BYLHIqqbm5Ga1Wi1KpZHx8nODgYLKzszEYDLjdbq5du8amTZtwu92oVFBYOEBoqIqkpGhCQ58hKSmXAwcOcOvWLT766CNGR0fp6enhjTfeIDExkRs3bqDRaNi9ezdBQUFyKF86ltjYWO7cuTPjmMbHxx94THPNi/8xTU1NMTw8vGjnqauri6tXrxIfH8/09DSHDx/G4/GQmJhIU1OTrEuXnJzMnTt3ZIbjxTqm6OhogoKCOHr0KGVlZSQlJXHlyhVMJhN9fX2cPXuW3/zmN+Tm5pKXl4darcblchEWFkZbW9uirb2FPk8S6urquHXrFomJifLNuL+/nw8++ACFQkFvb6+8jgYHBzl16hQdHR3o9Xq503MpjmliYoLIyEg8Hg9hYWEEBARgs9mYmJigoaGBmpoavF4v2dnZKBSKZbMR/u+VMNtGpKWloVQqCQgIoLGxkZCQEERRpKCgQE4Fnzhxgry8PDQaDdu2bWPPnj3k5+ezefNmvvvd78p0Hgt9TOPj4zOO6c6dO8TGxmK1WrHbAxgcHObgwUymp/tpbLzJhQsXuHr1KqOjoxQWFuJ0OgkKCpL5uCwWC4ODg4tmyyUs9/X0KMcE6kBBoNbv58+YA4JABPAB8JeiyOh99qnA5zz97Vz/X8NXEKTQ9AN3EoRdgE4UxV8JghAPRIii2LXoo3tEKBQK0ev1Lvcw5g2LxfLAIuWTJ0+SmZlJbm6urLPm9Xr52c9+xiuvvMLJkyc5dOgQCoWC1tZWTKYgPv54jLCwISIjc9mxw0Vamk/09p/+6Z8ICgqipKSE9evX43Q6OXToEGq1mtbWVpqamujq6sJisZCYmMj27dvZsGEDBoOBPXv2yGMymUwrWnftwoUL5OXlUVlZicVioaioiP/5P/8nDoeDqKgo3G43/+k//ScsFgu9vb0cPnx4yVJjUnu11Wqlra0NURRpamoiNDSU5ORkuV0+NzcXi8XCxMQEr7zyCnAvh89Kg7SWL1y4QHJyMtnZ2bS2thIREcHvfvc7GhoaSE5Opqenh2eeeYbo6Gjy8vI4efKkrGe3lJDWsXQNffbZZ2RkZAA+Ee4vvviCV155Rb7uHoSlOjdz2Qt/G/Dll1/yzjvvkJyczNmzZ8nOzkar1ZKRkcGNGzd4+umnuXXrFiEhIbz88svyevR6vXR0dHD48OEFH/NseyFdn1Lk6dSpeFpa+rh9u4lt21oQhBE2b95MWlqaXBcn6Uv6Q61WL8qcP8wmr0QIguASRfGBgnyCQBBwEvhMFPm/7rPPJuAj4KAo0rbwI/X/LqFWFMWVEdL9mnho2k4QhFeBYiAH+BUQBPwG2Lm4Q3v8kZCQ8MD/R0REzCjcNpvN1NbW0tbWxoULF+QnF6mgXKWaZmpKwfBwEiEhAiqVTzMsPT2dZ555hvj4eA4ePEhrayuVlZVyTYfBYODGjRtYLBYUCgXh4eE0NjbS19d3D2GkJLS7UiER8bndbvLz8+np6cFisRATE0NBQQGXL1/mzJkzFBQUkJqaumQOib+m1+3bt3nxxReJjY3l2rVrcmorIiKCDRs20NDQwBdffEFERARxcXHs2LEDh8Oxop0naS07HA5Zq85gMGAymfB6vYSHh/Pd736Xs2fPMjU1JdfT+evZLQfGx8f5/e9/T319PQMDA6SlpckpvPnW1iwVG/lc9iIiIoL29nays7MBnzBvQEAAarUaj8cj13JFR0eTlJRETU3NDNUC8DWHLFVdlz9dwcCAh9u3XYhiEEVFRbz44hbOnn1vBnWHP/zTd4s13w+zyasRgoAA/AK49QDHKQX4EPjeYjtO84HwmvAU8M9AAPBz8VXxH2b9PwRfB+EWYBD4d+Krokl4TQgCfg4U4fNv3hBfFf/bYoxxPmm77wBHACfIUiqrmw55hWA2Ydxs6HQ6WlpaZPmUq1evMj09zZEjR8jLy8Pr9XLu3Dk5BD08PIzb7cbt9uByufB6vXInzWyHR6lU0tHRgdlspqamhkOHDvH0008TEhLCjRs3GB0dRaFQyDc26UbysDEvN6QiYI/HQ2hoqCwJIooiHo+H7OxsDh8+TGNj44J11z0MUl3Ktm3bKC8vJy4uTk4X7N69mz/6oz+irKwMlUqFyWSip6eHzMxMXnrpJQICArh06RJWq3VFd99J60Jy+KV1dfjwYXbu3ElWVhb9/f0UFxcTHx9PRUUFe/bsmVPTbqlgNpvxer1MT09TUlJCVlYWXV1dcp3fJ598QmVlJRcuXMBsNi/bOCXMde3pdDqqqqqw2Wx0dXWRnZ1NeHg4R44c4W/+5m945ZVXGBgYwGaz0dvbKxeUSzbDbrfT0tKyZNeCVquV9fQ+/PBLQkLg4MFE1OpIYmKySE9Px2Qy3fM+u92+JA7qSrdvXxM7ge8BewWBhrs/hwSBVwSBV+7u81+AOOCnd/9fu1yDFV4TAoCfAAeBDcAfCK8Js7sDfwDYxVfFLOD/Bv7x7vYXgBDxVTEfn2P1H4TXhLTFGOd8CsanRFEUBUEQAQRBeGB4cA3zR1RU1AP/L4XcDQaD3ElTXFyMw+FArVbLem2SgPDoaCK5uXvQaLxUVho5c6aLtDQ3+/btw+Fw0NnZKUdAjEYjN2/elIk0JUNaVlYmp5UUCoVMXLgStb7mgvRkGxMTw+XLlzGZTMTGxlJSUkJjYyO9vb00NjaiVquXLOLhr7XX2tqKTqcjJSUFo9FIWloanZ2dBAcH09zcTGRkJKIocuTIEXJzcxEEgVu3bmEymWRV+ZUIqQFhYGCAy5cvo1QqCQz0tZ1XV1eTn5/Phg0bZJLSxRCefVRImm6Tk5OcO3eO7u5uNBqN7NhKHWEBAQErovN0tr0YHBwkNDRUthHXrl0jKysLj8dDUFAQXq8XtVqNIAg899xzlJWVAb660Nmi40t5XFqtltLSUm7fViCK+QwOKggIsKBWQ2Rk5Ay2eWmd2O32JRnbw2zyaoQocgkQHrLPnwJ/ujQjeihKgHbxVbETQHhNeBt4Fr/uwLt///Du6/eBHwuvCQIgAuHCa0IgEAZMwdz1Xd8U83Ge3hUE4f8DYgRB+PfA94F/XYzBfNvgcrkIDg5+4D6JiYnk5OTQ0tLCM888I9c3AbJe2549e9BoNAQGxnPunIrBQQgMHCU83IzLNYLRaEShUGCz2WRV87i4OKanp3n33XcJDQ1FqVSSlJTE2NgYmzdvxuFwyN+7muBPxNfa2sr4+Lh8Mzl69Ci9vb2EhIQsaXh+tm5gcXExzc3N9Pf3U1RUxPDwMFVVVUxPTxMTE0NpaakckZmenkYQhLuFoT6sxPqn9vZ2+vr6ZE6td955h/7+ft5++202b95MYmIisbGx9PX1odVqV8T4pfOiUCgoLS0FfM73P/7jP84QsJWKr5e783S2vZBSWFJHZ1RUFNPT0wQGBtLU1MTw8DBer/eeNNjGjRuJi4tDo9Hc08m2VAgMjKezM4PUVCcuVyQ7djhRqXxktRIdCyxeeu5+mI9NXsOiQwv46zX1AKX320d8VfQIrwkj+CJn7+NzrPoAJfC/ia+KixJOfKjzJIrijwRB2I/Pe8sB/osoip8vxmC+bZjPRSo9eSmVyhn1TXCv9lxmZiwKBfz0pyNMT48xMFDIzp1usrLiOHnyJG1tbRw8eJDBwUHsdjtZWVns2LEDu91OeHg4VquVzZs3Mzo6yuDgIMXFxYSEhGAwGO6pk1jJkJ5sXS4Xe/fu5YMPPpCjCD09PRgMBl5++eUlG4+/1p40vqGhIW7evMkXX3yBUqnkD//wD/m3f/s3nE4nN27cwO12k5aWxvDwME1NTQwNDaFUKomIiFiR9U/d3d0UFxejVqvRaDRs374dhULBjRs3KCkpkTX8LBbLjAaE5cTs8wK+a2pkZISmpiba2tpQKpWkpaWh0+nuIcucTcmg0+kW1bm6n72wWq309PSwfft2bDYbycnJOJ1OkpOTGRoakiNOEvzXznKtI683FpUqnsDAToKDM3C7RWw2Gw0NDSQlJVFZWbkkczoba47TEiEctfCa4J8a/Jn4qigRc84VJZvd2Xa/fUqAaSAZUAEXhdeEs1IUayExL56nu87SmsO0wJAKax8EybilpaXR2NhIQUHBA7XnPB5wuy3s359GW5uLzs5uJib6sNlsVFVVUVBQgN1uZ2RkhPDwcDZs2MDHH39Mfn4+jY2NMmFhSUkJWq0Wr9e7YhiWZ2OuCIzBYJAjbLdv32ZoaIiNGzfK4qKjo6NyF9JSQUol+p+7/v5+XnjhBTkFOzExIadZPB4ParWayspKurq62LlzJ7t27SI0NJSWlhaZ52slYXR0FFEUuXjxIl1dXfT29mK325mYmKC1tZWBgQEEQaC8vHzF8IbNPi8jIyM0NDQQHBwsE5w2Nzfz4Ycf0t7eTmTkV6WeBoMBq9VKQUHBDA42WLzU3lz2wm63YzKZOHToEM3NzXR2dmIwGLDb7fT19XHs2DHy8vIeKKS7HA5UYCB4PDFMTsZjt/cSEHAZh8M3v9u2bSM6OnrGnC4V5mOT17AAcGITX71vt10PsN7v73XAbOp3aZ+euym6aGAIeBE4Lb4quoF+4TXhMr6Gt6VzngRBGONeb0+GKIqPX3J4iTEfmggJUmheqlXQ6/Vzas+p1eB2T9DbG0FPzyAREbc5cKACr9fLJ598wvj4OHq9HovFQmdnJ7GxsXKEQxAEwsPD2bZtmxzmXw7m5/lidh2WwWCgtrZWJhU1Go18/vnnFBQUsHXrVkZGRujr66OkpGRJxymdo7nOXWtrKxMTE7z33nuEhYWh1Wppamri448/xmAwEBERgdfrlfl7NBoNXV1d90QTlhvh4eFUV1dz8+ZNKioqSElJ4fPPP6e+vp7x8XE2btzI0aNHV4zjBPeeF41Gg0Kh4IUXXqChoYH+/n62bNlCWloatbW1MjGtVqulrq5OpvoYHByUJWgWM7U3215YrVaqq6vp7u4mJCSE3t5etm/fzpNPPondbufdd9+dkS5eKbDb4fPPITTUS3BwDN//fgxTU9DU1ERwcDANDQ0olUr27dsnz6m/DuVi4lFs8hoWDTWATnhNSAfMwHF8TpE/TgB/DFQDR4Hz4quiKLwmdAN7hdeE3+BL220D/p/FGOR9nSdRFCMBBEH4r4AFeBNfqOwl5tFtJwjCL4HDQL8oinl3t72DL/UHEAMMi6K4edb75hAxFGeIGD4uCAoKeqT9JckPjUZz38iDSgW7drlobBzH6bQxOLiFgAA1LS0tHDhwgKioKC5fvoxCoWBqaorPPvtMvqn5Fy/7R7cSExNlmZgrV64QEBCw5OH0+aCurg69Xi/f0HJyctBoNHz44Yf09vbKBnk5xn2/cyelXBISEti/fz+JiYl0dnaSmpqKTqdjcnKS+Ph4zGazXNh//vx5tFrtkjBCPwwSieDw8DAfffQRaWlp3LlzR+bL+au/+ivMZvOKZW2efV5OnjzJxo0baWlpQaFQ0NTURFhYGKmpqezbt092jlwu1z2OiSQEvVjwtxeS+kBqaipJSUlMTk4SGBjI1NQUCoUChUKBTqdblnqmh8Fmg+lpSE/3yRZ5PF9xn+n1egoLCxkZGZHrMx0Ox5KVDTyqTV7DwuNuDdNfAJ/hoyr4pfiqeFN4TfivQK34qngCH/XCm8JrQju+iJOkQfYTfJRKBnz+yq/EV8WmxRjnfNJ2T4qi6F+s9S+CIFwF/ukh73sd+DE+RwgAURT/nfRaEIT/DsylPntXxFCsEwQhErguCMLnoig2z7Hvqsb4+DhhYWEL/rnr1qVz5Uo3SuUdgoK0tLUN0dbWxl//9V9jsVj4t3/7NzIyMsjNzcXj8TA2NobRaJQjMlarlYaGBvR6PdHR0Zw9exaTyURFRQUZGRnk5eVx8eJFObW3nJCKeuPi4mSB68o8AAAgAElEQVRBV2mbRKSXn5/Pli1bgJWn02e329m5cycGg4GxsTE2btxIcHAwwcHBhISE0NPTQ1lZGVVVVVy+fJnvf//77N+/n+Dg4BXRAXbz5k3cbjdhYWGMj49z9epVTp06hU6nY/v27YyMjDA2NibL0Ky0+Z8NqQ4qLCyMvXv3olAo5PRjbGwst2/f5ne/+x1tbW38/ve/nyHdsthRWslemM1m/vVf/xWr1cr4+Djp6ek4nU6ee+452tra5LXhL7a8ErobJQQG+hyosbEgsrJ80fLqahN5eXmMj4+jUChkeajLly8THR29ZGNbLJu8hkeD+Kp4Cjg1a9t/8Xs9gY+WYPb7HHNtXwzMh+dpWhCElwRBCBAEQSEIwkv4CrIeCFEUv8TnEd4DwafDcAx4a4739YmiWHf39RjIIoaPHfxrKBYSeXlJJCcnYTIFc+1aB52draSnpxMWFkZvby8VFRVUVFSQm5srOx3nzp3j6lWf3NGzzz5LRUUFOp2OkZERgoODOXbsGDt37qSnp4fJyUk0Gg1Go3FRxv8osNls8tO1UqlkZGRkBpGe2+1esVEPgICAAGJjY2dwegE4nU4mJydxOp3YbDYGBwdRKpX09PSQn59PQEAABQUFy34OTCYToijS0NBAeXk5x44dIz8/H0EQyMzMJDExkampKcbHx1ds7Zw/pDqo6elp7Hb7DB6kmzdvYrPZSExM5MiRI0xPT3P16lX6+vrkKK3El7QYnFyRkZEYDAYuXbrE1NQUL730EgcOHJBJYa9du0ZNTQ1tbW1kZGSQnJwsO3Nz1TUth0MlpeyUSpicVLB/vy9a7nK5KCoqYmBgALvdjtfrxev1YjAYloyDChbPJq/h8cN8Ik8v4mP6/Gd8NVCXuTf/+KjYDVhFUXyg5RcEIY2HixiuWtjt9gVrmfc3hCoVHDum4s6dYgYGuuntzSU7e5ovv/yS2tpaWUFdilxs3rxZVjpvaWkhMzMT+IqfyGg0olKp5Bui0WgkMTFx2VIC/l1OUjdUREQEdrudt99+m+zsbDZs2EBcXByXL19m+/btcmH2cmP2GKRIhz+nV2trKykpKRw8eBCFQsG5c+e4fv06CQkJ6PV6mQdnsdNED4J0Dq5evYooiuTl5ZGXl8ebb75JYWEhg4ODXLp0icLCQr7zne9QV1e3pBGER4V/JyQgCzlLNU8hISGcOXOGAwcOyB1ZOp2O2tpaTpw4ATCjBnExeNHsdrs8j6WlpTKPVkZGBuHh4TQ0NLBhwwa5vu/OnTsPFFtejkJxKWWXnQ2jo9N4PL7tSqWSsLAwCgoK5OYOjUYjN3c8qOB9IbGQNnkNjzfmQ1VgwsebsJD4A+aIOvlDEAQ/EUPxviRXgiD8GXwlhDgXO+1KhSiK8x5vT08PISEh97z2x9jYmPzaZAokKSkUpXKSmzdb6OlpQqfzPeGdPXsWr9dLcHAwmzdvxmKxyFGOqKgoLl68SHx8PCaTiZSUFJxOJ7du3aK3t5fp6Wk6OjoYGhpiampqyefbYrHQ0dFBbm4umZmZjI2N8f777wM+RyQyMpLOzk5qa2spLi6msLAQt9stz5n/HC0X/McQGhrKZ599Rm5uLpOTk8TFxZGQkEB0dDQej4eEhARaW1vxer2kp6djtVq5ePEiu3fvpqGhAYfDsaznIDY2lqtXr+J0OrFYLDgcDpxOJ01NTUxMTLBt2zYmJye5ePEiR48eXTHX51yRIf/zsnXrVrxeL6IocvnyZSwWC8PDw9y4cYOuri5CQ0PZuXMn+fn5GAwGoqOjcbvd8vHd7xr9JhBFkZaWFjIyMoiPj+f1119HFEUyMzNxOp1YrVZiYmL48MMPSUhIID8/f8aYlgOz59liCcBoDOfOHRGFYgqXqxuTyUtISAifffYZGo0GjUbD2NgYDoeDzMxMmXVfSmMDCz63Eh7FJq/h2435aNv9ijm67kRR/P7X+UJBEAKB5/FRp99vnyB8jtNvRVH88EGfJ4riz4CfgU8YeCXrrs1GX1/fvAshJycnZYkV/9f3Q3Q0NDSAxaInPz+enTtjKCnxPSm/9957jI6OMjAwgNfrlbu41q1bx6ZNm7h69Srr1q0jICCAqKgotm7dSmdnJ0qlEkEQCA4OZnR0dNkEXZ988knUajVffvklN2/epKuri7y8PA4cOCC388fGxhIVFUVaWhoajYbIyMgVx40EPgqK9evXYzQa6ejoICgoiG3btqHRaOT2+ZiYGNLT07l16xZJSUls3bqVrKwsGhsb2b1797Kdg8nJSWJjY9FqteTm5hIWFkZXVxcpKSnEx8dz5coVWaqltLSUbdu2Lek4H4aHXUOTk5OyKG1ERARms5ktW7bIBc19fX2Eh4ezfv16OQLq/96FtkV9fX1ER0ejUCiYnp7m0KFD3Lx5k/Hxcbq7u9mwYQPHj/vqZlcSlYU0D3Y7nDkDWi24XPCHfxhHerpvn8nJSSIiIjAajTK/ln9zhzSfk5OTMz5zofEoNnkN327MJ2130u91KD6tu9mcC4+CJ4AWURR75vrn3XqouyKG4pwiho8LlvoiNZvNjIyMoNfruXTpkqxD9uyzz1JTU4Pb7UYQBLlOwl/EMy0tjfPnz3Pnzh02b95MYWHhshT/9vb2UlZWJncbBQcHs2vXLpKTk6mvr0cQBDweDy0tLeTm5sqEjCvRcZIwu+Pr3LlzMjVFd3c34EvR5eXlER0dLadb56KqWApIzNxffvkl27dvJycnhzfeeAOFQoFaraa+vh6FQsF3vvMd1q9fj9PpfGD6aKXCP8VqNBo5cOAAPT09hIeHEx0dzfDwMGfOnGHr1q3yfotBnCnxmQUHB5OcnIzRaCQjI4Ps7GxSU1MZHByUiTFXMnxF4iDV1EspOwn+14H091JjzXFaw3wxn7TdB/5/C4LwFnD2Ye+7u98eQC0IQg/wqiiKv8DXUvjWrH2TgZ+LoniIr0QMbwiC0HB3l78TRXFG5f3jgN7e3nkXMz9qvY7NBqGhkJ4+xegodHcH4XL5apjMZjP79+8nOTmZxsZGnE4nqampdHR0YLVa0ev1OBwO7HY7Q0NDfPLJJ4AvxVRSUkJ4eDjNzc14vd4loyyQbiAej4ehoSGqqqpwOp00NzcTGBjI5OQkKpWKgIAA9u/fz/vvv4/NZuP69etyp91qgkRh4K+vVlVVRU5ODhUVFcsaWZDqtBwOh6y3V1JSQm1trUyGuWXLFgYHBxkfH182eohvCsnhVqvVGI1GysrKiI2N5dy5c7hcLsLCwlCr1TInmiQAvdDEmTabjYmJCd5//33sdrtcgP/+++8zNDREYWEhTz31lHydrlQEBkJ9vc9pCgyE559/tPdLupwul2vR2McfxSav4duNeTGMz4IOSHnYTqIo/sF9tr88x7Ze4NDd1w8VMXxc8CgXqX/kZD6OlFoNExNQWRlBdDRMTIRRUDBJWVksLpeLrKwsuY2/urqaiYkJQkND+aM/+iO0Wi1ffvklnZ2dHD58mLy8PEZGRvj4448xm80cPnz4Hgbgxb45SgW4MTExnDt3jsbGRg4dOoQoivT09FBbW8vRo0dxOBzcuXMHl8vF888/vyhdT4sJKaJ269YtysvLCQoKQqFQkJ2dzdDQEHV1dbIO23Jhdkdad3c3sbGx/N3f/R0Gg4GkpCT27NlDa2urTBexmhEXFzejsF+af4nCQNKH8xeAXkjiTMmRLi0tZXBwEI/Hw/T0NBs3bsTpdBIeHk5dXR1tbW1oNBpUKtWKSttJ8HigsNAXeXI4ZkaeHmbTDAaD3NkpranFoOpYc5zWMF88lKpAEIQxQRBGpR/g98DfLv7QHn/09fV9rffN52akUsHu3ZCWNsXhwxAcLOLxxMgaaQqF79SPjo7KHD3+/CZ2u10mnJR4VyT+IZVKJadolrpdXnImlEolV65cwePxkJiYiE6no6amhqamJi5cuEBJSQkbN26U016rAW63m5aWFrZs2SLzJA0ODmK1WgGIjo6eIRC8XAgNDUWv1zM1NcW7775Lc3MzERERJCUlMTAwILeWPw6OkwTJYbTZbPT19XHu3Dl+9atf0drayvnz56msrKS6uprx8fEZ71uIjkiTyURCQoJMRTA1NcXg4CA3btygv79fdmSPHDnCzp076ezsxGw2f6PvXAyo1RAZCV6v77e/v3S/dWI2m3nvvfd46623SEhIoLi4GL1eT39/PwkJCQtue76uTV7Dtw/zSdutEV8sEpKSkhb18zMzISFhmt5eGB4OICMjhcbGRmJiYmhubpalEI4cOYLT6WTfvn3y01xAQIDcWm61WjGZTBiNRsLCwrBarXKqYjna5cPCwjhy5IjMKD4xMUFXVxdGo5GDBw9SWFjIxo0bGRoaYv369Q//wBUCm81GQUEBDoeD8PBwFAoFu3fv5t1336WsrIyAgABZ/24uzKX1t1jjVKvVxMbG4vF4uHz5Mrdu3WJwcJCKigo5EvC4OE7wVXSjsrKSy5cvs2XLFnJzc4mPjwd89WcjIyPU1NTIDybwzYgzpfPZ29uLRqNh69atDA0NUVpayueff05lZSVTU1Ns3bqV0tJSmY5jx44dGI3GFZcqVanghRd8JQVqte/vB0FKgwYHB1NaWsqTTz7JqVOnyMjIoKCggKampgV/mFhsm7yGxwfziTydm8+2NTw6BgYGFvXzVSo4fDgElwtCQrwYDBqSknIRRZH+/n5OnTpFWFgYXq+XlJQU8vPz5UiSVExuNpu5fv06Y2NjOJ1OTCYTb7zxBqdPn8ZsNi+Z9p3VauXChQtcvXqV9vZ2TCYTGRkZtLW10dLSQmRkJJmZmZSWlhIfH48oijQ2Nq5Iba/7QSrEhq+EoL1eL1arFZvNxp07dx7YNbiUvFsXLlzgs88+4/Dhw/zlX/4lzz//PKOjo0xMTCzZGJYaWq2W+Ph4jh8/zve+9z0mJyfJy8ujrKyM7u5uiouLGRsbo7a2doa80dclebx58yYXLlzg+vXrWCwW+vv75YhvUVERcXFxpKWlcezYsRmOUlZW1oolJFWpQKd7uOMEX/HMBQQEkJCQgEKhQK/XYzKZiI2Npa+vb8Ftz2Lb5DU8PniQMHAoPmE9tSAIKr6qQ4oC1hLDC4ClELuMjFShVoNS6aGvD8bHk3n22WfR6/XExMRQXl5Obm4un376KfBVJKmwsJDPP/+c8+fPy91FYWFh6HQ6YmNjGR0d5erVq7jdbnbt2rVo4zebzbI0SUVFBenp6RQVFfHmm2+yadMmUlJSaG5upqenh4yMDK5cuSKnlfR6/aoivJPqauArIejq6mpu375NZWUlAB0dHVy4cAG1Wk1eXt6yjbW2tpa9e/eSnp5OZ2cnFRUVjIyM8Omnn86QLHncIBXJg0/KY3p6mthYXx2hVqslNTWV6upq+vr67ivePR9ItW+HDx8mMzMTg8HA4OAg8fHxrFu3DovFQnR0NIIg4GtQ/gorWcz7USA9TPiLY4eFheFwODAajVgsFrmbdqGwVALEa1j9eFDa7j8Af4nPUarz2z6KT3xvDd8QY2Njix4ZkQrHq6riCA2FqChfOg++kjPxh2R4Jcbrt956i3379nHz5k3Ky8spKiqitraWs2fPkpaWRmho6KKlB/zD9hUVFQCcP38epVIpO3zx8fHodDr27t1LTk6OTCJYVlYmH89qiT5JdTUqlYqwsDBCQkKIiIigsLCQ2NhYCgoKUCqV5OXlcfKkj0FkKR0o/zb8W7dusX//ftRqtUwZkZmZKTt/jyskLiIplX3+/Hk8Hg9KpRLw1YNt2LABvV7/jYq2jUYjer0ei8UCQH5+Pmazmfr6es6cOUN6ejrJycnExMTQ2NhIQUHBjGjXaqSGmA3pYUKn0/H555+Tnp7OF198gcFgYHx8nPLy8gW3PUthk9fweOC+aTtRFP9ZFMV04H8XRTHd76dAFMUfL+EYH1sshQClVDienx/K4cM++gIpu1NUVCTrqc2VZkhMTESj0bBr1y7y8/NlBfeioiIyMjIoLi5e1GOQwvbDw8MMDg6yc+dOnnzySYKDgxFFEYVCwfHjx3niiSdISEhAp9OxY8eOGQzBq0nkU6vVotfraWtr44svvqCyspKhoSHq6+txOBxMTk7KaRu9Xk9dXd2SdBMODg7KjmxcXJyc6n3rrbfo6uoCfPPc0dHx2N94IiIiqK+vR6PRsGfPHkZHR/nggw8ICwvDZrPR0tLyjaIX0vl0OBxER0dTV1fHjh078Hg8bN26lZycHA4fPszVq1cpKioiJycHvV6PwWCQHYvl4v9aaEgPEyEhIaSlpdHZ2Ul7ezu5ubkcP358USKcq8lerGF58aC03V5RFM8DZkEQ7mHkeBjz9xoeDkmNfrGRmeljHG9r80We1Gro7/dFLYaGhjAYDNTU1BAeHi4/sV64cIGWlhbcbjfnzp1j06ZNjIyMMDQ0xPXr10lJSWFkZGRR0wNS2F7q/BMEgejoaERRJDk5mYmJiRl6aXFxcahUKs6fPy9vW6o5XihotVq2bdtGd3c3brdbbnVPS0vj7bffxmw2y8fjcrlkDqCFJmb0h9RhlpCQQH9/PyqVCr1eT0NDAz/60Y/YunUrCQkJnD9/Xo4QPq5wOBw8//zz9PX1YTKZiImJITExkerqauLj48nIyJDTel8H0vlsb2+npaWF3t5ejhw5QkxMDDU1Ndy+fRuz2YxKpSIvL4/W1tZ7SFYfF0hr2GAw0NLSgl6v5/nnnycxMXHRnMPVZi/WsHx4UMF4+d3fz8zxc3iRx/VIEAThGUEQfga+G8rY2Bijo6OMj48zNDSE2+2mv78fURTlVtTeXh9Jel9fn1xA7Xa7GRoaYnx8nNHRUcbGxnC5XAwPDzM1NSVHaKRQuvQZ0m+r1YrH42FwcJCJiQlGRkZwOp04nU5GRkaYmJiQeVqsViuCINzzGRaLRY4CTU1NMTw8/I2PyW6343ZPMTk5wcTEBC6Xi9HRUaampggODqasrIzs7Gz27NmDxWKhpaUFtVpNeXk5+fn59PT00NjYyMmTJzlz5gxjY2MkJydTV1fH+vXrZxzTXPPydY8pIiKC5uZmVCoVzc3NtLW10dTUxPXr1/noo49wOBxUVlZSX1/PpUuXOHnyJPX19bIiu8VimXOOH/U8LeQxzWftjY+P09LSgk6nIzAwkImJCerr6zl06BAej4eRkRF+/vOfy9GGlpYWEhIS2LlzJ8nJyTQ1NXHr1q0FOyan00l/fz89PT0EBwfT399PZmYmP/jBD3A4HPz2t7/l17/+tdxpt1zX06Mc08TExNc6T8PDw7KUkVRrpNFoEEURt9vNtWvXuHLlCs3NzV/rmLq7u7l27Rrl5eUEBgaSlJTEl19+yfDwMNPT0+zbt0+OCNtsNqKiomacp5Vm98bHx7/WeRodHcXlchEVFUVRURHbt29n06ZNxMbGMjg4uGjHJBWMr3Qb4X9Ma1geCKJ4j2zdqoVCoRC9Xu9yD2PecLlccq3EYsJohLNnISbGF316+mmIjGyVdbtycnK4cuUK27Zt48KFC+Tl5aFWq2ltbaWzsxO3201nZyfd3d1ERESgVCpJTk4mLS1Nri1ajDZ5s9nMtWvX5NZvqfvowIEDskMxNDTEX/zFXxAcHEx2djYnTpygqKiIffv2AUs3xwsJk8nE6dOn+bM/+zMUCgV///d/j16vJzMzkx/96Ef85//8nzl9+rQsnvrSSy+Rn58vn0ubzYbBYFiwYtrW1lb6+vro7e0lKSkJpVKJ3W5HpVLhcrk4ffo0e/fu5amnnlqQ71sKmEymr6WPduHCBeLi4ujv72dgYICCggIGBgb46U9/yp/+6Z9iNpsZGBhgfHycHTt2yOtwPjAajVRXV7Nt2zays7P58ssvOX/+PNevX0cQBHbu3IlWqyU8PJy4uDj52pMgnf+VhK8zz3ORq0rH1traCiyedt9qtBeCILhEUQxf7nE8CgRBqBVFcVV3lsxHGDgE+C6Q5r+/KIr/dfGG9e3A1NTUklyoUtH4738PguBL3e3cOTPoKNVp+LfLS9DpdCgUCnJycsjNzZXFOf0hMYAvJEJDQ4mLi8NqtXL58mVEUaSsrIyMjAzMZjO7d+9GrVZz9uxZwsLCiIyM5KmnnppRB7RUc7zQ0Gg0DA0NyXxKW7du5de//jVut5umpibsdjsNDQ1MTU0REhIy45wtFPeWf4G4xOg8OjrK7t27MZlMWK1WtmzZQkpKCsPDw9/4+1YDdDodb7/9NocPH5YjEjU1NezYsYOqqioOHDhASUkJCoWCX/7yl+j1enkd+2P2w4bZbObDDz+ku7sbr9fL6OgodXV1DA8PU1paislkYmpqiurqahISEkhMTFxSeaSlxHKSq65We7GGpcd85Fl+B4wA14F775pr+NpYqotUKhofGYGcHBgeBrs9YM59pQ6XyclJrl69SmdnJ11dXcTHxy95+7PNZiMxMZGysjISExP5+OOPMRqNMh9Vc3Mzx48fRxAEenp62LNnD16vl1OnvpJBXK2GsLi4WO6iCgsLw+VyIQgC27Ztw+v1EhISIkc1Ojo6uHTpklzzshCt6nPptJlMJj755BOuXLmCKIpkZ2cTFhZGQUHBY83v5A+tVotarcZsNlNTU0NGRgZqtRqv18vU1JT8EKLT6YiPj8doNKLRaO5xBiROrri4OHmupYaMgIAAmQDz2LFj3Llzh7GxMXQ6HTExMSgUCsrLy5dUHmkpsZzkqqvVXqxh6fFQkkxgnSiK/04UxX8SRfG/Sz+LPrJvAUZHR5fsuzIzITkZent93Xbx8XN3BOl0Os6dO8epU6cYHR3F6XTS0tLCwMDADBLGuViuF6vzy2w2yx10k5OTFBUVkZiYiFKppKOjA41GI8tizHYclnKOFxJS553BYKCvr4+TJ0/KdS6Tk5NERERQUFBAamoqoaGhDA4O0tnZeU/H5Nc9J/46bVKHX05ODrGxsURFRZGQkEBUVBSjo6NyOu/bgtTUVDZt2sRTTz1FaWkpqampdHd3z7gmpKjhXBFA6ZxI15M019HR0aSnp2MwGNi9e7dcf9PZ2cnOnTu5cuUK+/fvJyAgYNnkkR53rFZ78SAIAusFgUpB4JYgcFMQ+F/n2EcQBP5fQaBdEGgSBIqWY6yrCfNxnqoEQchf9JF8C7GUbd0qFezfDy4XKJVQW6vCbr/XCdJqtQwPD9PX18fExASxsbG88MILJCUlcevWLcBXTHnjxg0qKyu5cOGCrKO1GAzXVquVlpYWsrOzOXLkCEFBQZw7d46+vj5iYmI4ceIEgYGBhISEzMnovJpb57VaLXv27OE73/kOx48fJzIykqqqKlpbW9m4cSPBwcHcvn2bLVu20NbWRk1NDQaDYUY30tc9J1L61t/5GhoaIj8/n6NHj6JWqwkKCpKZnzdu3Lggx7waILXQA3i9XuLi4ujq6iIwMBCv14vdbpfZ7f0d+dlOk4T6+nreeOMN3nzzTT799FMcDgcOhwOTyUR9fT0bN25Ep9MxNTVFbGzsjOiIf4p2PoLhSwm7Hbq6ArHbl3sk88dqthcPgAf4a1EkF9gG/EdBYMOsfQ4Curs/fwb8y9IOcfVhPmm7XcDLgiB04UvbCYAoiuKmRR3ZtwD9/f1L+sTu8fjqn6TC8Y4OKC6+N0Q+NDTEK6+8gt1up7Ozk927d9Pf38+JEyewWCwy83FiYiIBAQG0tLTgdDoXtIjTbDZz9epVGhoaKC8vJygoCI1GQ3FxMS0tLVy9epXS0lIKCwupqalhYGBgTo6bpZ7jxYJWq+WFF16gvr6esLAw6urqSEhIICYmhvXr16PT6YiMjGTPnj1yUe03gZS+lYSJm5qaePfdd1EqlcTGxpKcnExJSQk6nY5Tp049NvM8H0jr69y5c7hcLuLi4khNTeXjjz/m8uXLZGdn88QTT3D27FnWrVtHS0uLzP80u8i7traW1tZWXn75ZXQ6HUFBQbz++uuMjIywZ88ewsPDSUhIuNsx6+bSpUszCrD9I60rSUvQbof33oP+/lCMRp+m3UKRd/+PG/+DH+csDtXg47iORZE+oO/u6zFB4BagBZr9dnsWeEMUEYErgkCMIKC5+941zIH5OE8HF30U31LM5yL94YUf8sM9P1yQ75urcDwzc/5GLSwsDJPJxI4dO1Cr1bS3t6NSqSgoKOAXv/jFgjlPtbW1fPHFF4iiiNfrlQnyAEpLS5mYmODEiRNMTEwQGBjI8ePHuXPnDtu2bbvnsx43Q7ht2zbGx8fp7+8nKysLk8lETU0NHo/nvl1NX6cTUoquOJ1OjEYjcXFxZGZmUlJSQnh4ONeuXSM1NZW4uDgiIiIeu3l+GLRaLU8//TQ3b97E7XZz8OBBKioqaG5upq6ujjt37jA6OkpGRoZcNN7S0kKmRO9/F6dPn+bFF1/E6XRy584dwsPDUalU/MM//AN//ud/TlpaGnV1dbS1tZGcnExDQwNRUVGo1Wqmpqbo7+9fkWziNhtMT0NS0jRut+/vb+I8+TtMP7n5E358dHGcp8d9HQsCaUAhcHXWv7TAHb+/e+5uW3Oe7oP5OE9j89y2hkdEb28vyckPlgl87YvXFsx5mqtwXDJq/iH/rKwsLl26RHJyssxTcunSJbZu3YrT6SQrKwsAu93O1NQUZrOZxsZGNBoNERERc3YXPQzSDd5sNvPpp59y7NgxvF4vlZWVdHR0oNPpqK+v5+mnn8ZoNLJ582ZKS0tlh+1+3WXzmeOVDv9zk5OTQ0REBO+99x6vv/46bW1tREREkJycjEKhIDY2lqCgoBmdckqlkn379j1SUbG0749//GOGh4dJSEhgz549jI2NsXHjRtra2rhx4wZutxu9Xv9YzPOjIi4uDpPJxKFDh+SUnEKhYHp6mpGREY4ePUp2djYnT56UnaiqqirMZjPd3d2Aj37je9/7HgMDA9TX15OTk0NxcTGdnZ20trZitfTq6WYAACAASURBVFpJTk5m9+7deDweNmzYQF1dHQMDA5w5c2ZRJEoWAoGBPtsyPh5IWprvwe2bYDEdJn+sznWsDhQEav02/EwU+dnsvQSBCOAD4C9FkdnFXcLs/YH78hjdrZv6FT5f4Of4HLL/QxQ586ijX62Yj/NUB6wH7PgmOAboEwShH/j3oihen+tNgiD8Eh+ZZr8oinl3t70DSOGJGGBYFMXNs94XCnwJhNwd3/uiKL76qAe2GrAcF+lcbOMwM+S/Y8cOLl26RF1dnUwW53a7efLJJ7l48aJcDGuz2bBarWzfvp38/Hyys7NpaWkhKChoRnpiPpEPierAaDTKAsRGo5G8vDy6urpob2/H4XAgiqKsXzcfrD5DeC/8505q4y4qKkIURRISEjh06BAA165d41/+5V/kyERJSQnl5eWMjIzQ0tICzL8rS3K+RkdHCQ0NZf369Wg0GqxWq3zzj42N5bnnnluRN++lgsvlmlEbZjKZ2LJlC6dPn0alUslSOm1tbaSkpFBbW8u6des4evSovP8HH3zA+vXr2bdvH4WFhXR1dZGamsqOHTuorq4mJiaGW7du8eKLL5Kfn09wcDDgWxcGg2HZjv1+sNvh8899tZV2u8D+/QuTshNeE+55/Wr5qwv2cAmr1V7YPKLIAzmTBIEgfI7Tb0WRudRBevDd5yWsA3of8JHfF0X+WRB4EogH/gSfM/WtcZ7mUzB+GjgkiqJaFMU4fGm8d4E/B376gPe9Dsxgzbvbtbf5rsP0Acx5EieBvaIoFgCbgacEQbg3H/MYQGKRnY0fXvghwmuCbCCk1z+88MMF++4HcaNqtVp27dpFRESELImya9cutFotaWlpNDY2YrPZ6OnpISkpiZ6eHtatWyen8Py15WBmgax/AbL02n+bw+EgPj5eFphNTEwkNTWV2tpa2tvbMRgMjySBcb85Xq2QHKn6+nqZ+6e9vZ2+vj5SUlJISUlBFEUOHz5MR0eH3LH1KF1ZUuu8VNeUlJTEjRs3sFqtJCYmsmnTJvLy8njiiSdkx+lxm+f5QqlUzhBDDgz0PY/GxsYyMjIiM1Q3NDTwi1/8ghs3btDf3097ezs2m41nnnmGpqYmqqurCQsLo6uri/Pnz6PVanG73cTFxVFeXi47SlJzhvQdC8HntdCw2WBsDCIiIDRUxOP5ep8z2w76Q3xVRHxVXFDHCR7PdSwICP8/e28eHkd1Jey/V4st2ZJsyZJlWcaWLBvLC94XwAbLLCZsWUjYEkicIRAmyYwZMoEwyUTqfPPl+82SBDLJJCEbkIUtIZkETIAYWwQCxjvIRrZsSbZla7Farb21Wef3R6narVZ1d/VSvcj9Pk893V1ddevWqdu37z3n3HOAnwEfiPAdL4f9Efj0yKq7S4EOP/5O+kO5AfiFCAcx1l6NW8xonlaLyP36BxF5VSn1LRF5cCSApiEi8oZSqsjoO6XlNbgNuMrgPAH0HiF1ZBs/YdDd8DbLqSg77+ekbAopD9/tt7ZqyYFnzHB3Gh97XGFhIevWrSMvL29UpOoZM2aQmppKVVUV77//PgUFBVx77bUMDAwAWoeupwww0ji5B9PU37sPrjIyMhgeHubgwYNMnjyZKVOmuFb9rVmzhiuvvNIVgdhf6ASI15mkb06fPk1LSwuzZs2itLSUvLw8/vCHP3DnnXfS1NTEyZMnmT9/Pg6Hg6NHj5KXlxfQH62+dN5ut1NcXExbW5vLaXzlypUcOnSI/v7+Uasax6OczVBYWMiTTz6JiLjiPemxyKqrq/nggw/Yt28fTU1NNDc3c/nllzNnzhymTp3KoUOHuOyyy3A4HGzfvp0TJ05w8cUXs27dOo4dO8aSJUvo6ekhKSmJ6dOns3LlSlfcKBgbliNWSEmB/fu1BSp9fRNIMfMvY4BRP3jkyBFKn7HOx2uctuP1wN3A+0pxYGTfvwCzAUT4EbANbSB0DOhF0yT5Yq9SvAoUA48oRSYQP+k9woCZZt2mlHoYeGbk8+2AQymVTPDCugJoFhHDqfBI2XuBecAPRMTTuc392PvQllYCjNF6xDKdnZ1kZWX5PS6c99Tbm8SZM5N5+WVN9T80NEBqag9Tpox9lA0NDTQ3N4+6vj4gKioqYvbs2WRlZXHq1CkqKyvZt28feXl5HD9+3JU6paSkhIaGBiZOnOgqs7e3l+zsbNf+hoYGACZOnEh/fz9Hjhzhkksu4c0336StrY22tjZuuOEGGhsbeeaZZzh+/DglJSVkZ2e7ygXo6hrrimdWxrGEv9hM77zzDnPmzKGpqQm73c6kSZPo6enhRz/6kSvn1auvvorD4aCyspLMzExOnTrF0NCQqbZ0/PhxZs+eTUNDA62trQwODrJv3z5aWlp46623uOKKK5g5cyaDg4Ou8uJNzuGISdbU1ERTUxOLFy+mqqqKo0ePujSnmZmZ9PT08Kc//YlJkyYxefJklixZ4srbdvLkSdrb2/nJT37ClClTWL9+Pe3t7Sxfvpy6ujp27NhBR0cHF110ket3snPnTpxOJ4ODg3R1deF0OikpKYm5Pq++PoU5c9KZNElobXVSX9+BUkGqn0aVW09DQwN3X3S3Zfccb+3YDCK8iR+t0Mgquy8GUOw9aJahWhF6lSIH/wOucYWZwdMngXLgD2gP4M2Rfclo2qNguBN42tuXInIOWK6Umgr8Xim1REQMjfsi8jhoznFJSUkSTL6qaDE0NORS83ujfGN5UDm4fDE4CMnJUFioBc0cHJyG0SUyMzMZGBgYc/2ioiJOnz5NUlISzz//PGlpaUycONGVLDU5OZmuri5mzZpFUVER/f39rjL01C7u+z339ff3k5aWRkZGBtOnT6eoqIiSkhJee+01brrpJpYtW+aKrpyamurT58aMjGMRX8+8qqqK9evX88orr7jy24kIbW1trF27lpycHN58803OnTvH8uXLmTZtGmlpaQwODvqVF0BWVhbvv/8+e/bsYWBggLvuuotZs2bhcDiYPHky1157Ld3d3aPqGI9yDvV3VV9fz3XXXUdubi7FxcWAZlbdsWMH3d3dHD9+nKKiIu644w6qq6spLS3lwIEDHDhwgAkTJrBixQr2799PQUEBJSUlVFdXc+jQIc6ePevyZ0tNTSU1NZVrrrmGkydPUllZ6QoMW1ZWFpP+ZiKadjstDfLyWlm+PDdkn6cvLv4iT9Q/wZ2z7uRrs74W9j5RJx7bcZS4DDggQo9S3AWsBB6Lcp0iit9WIiKtwD94+fpYoBdUSqUAtwCrTFy7XSm1E813KvY8I0Oko6PDryO1WZt+ICENdKfxHTt8hyzwVjc9lIDD4aCnp4clS5Zw5MgROjo6mDdvHrNnz6a+vt6UX1JVVRX79u2jt7eX9957jzNnzuBwOCgrKyMvL4+enh7X8m89FYbdbndFV66qqvL5B2JGxvFGRkYG6enpXH/99Tz//PP86le/ArS8XPPnzycrK4u33nrL9cecnp7ObbfdxqJFi6ipqfEpr9OnTzM8PMy5c+cQETZu3EhNTQ3vvfceN9xwAxMmTHCZpdwZj3L2h1EeyJycHNLT01m6dCm9vb2kp6fT19fHpEmTSEtLo7i4mJdeeon09HQqKyvJzc1l48aNLFq0iD/+8Y98/OMfZ+bMmRw5coTMzEw6OzvZu3cvixYtor6+nltvvZXu7u6YSwCs4+4s3tsLZWXOsDiL2zbZyP1+LnfecWfohfngQmzHQfJDYJlSLAMeQvOpegrYGNVamUTZVBc+3IGkXPyqH80kBs5DE85iIM1VuMgYfyWTXANUi0iDj+sNjgyc0keO//cgrxXTTJ4cvkTYgYQ08BWywB9NTU289dZb3HTTTbzwwgvMmDGDtWvXkp2dzcDAAGlpaezatctl2jPq5Jubm2lsbOSdd97B4XCwfv16Zs+ezYkTJ0hKSqK4uJhp06axbds2NmzYwJo1a9i/fz+Dg4MBO8yGU8axgh6DadmyZVx33XUMDQ2Rk5PDlClTqK2tpb6+no6ODpYuXcrtt9/O3r17KS0tpampya9DbE1NDVdffTX9/f388Y9/5MCBAwwPD3P8+HHq6+uZPXs23d3dY/5gxqOc/aEHEvVMy6L7IU2aNImpU6e6ooQfPnyY9vZ2srKyuPvuu/nggw9Yv349+fn55OTk0NTUxIYNG3A4HEyfPp2lS5fy7rvv8oc//IEVK1awdOlSCgsLwxIE1SqOH9e02Xq/MjQUHh9ivb1ZHUX9QmzHQTIkgijFR4DHRPiZUnwm2pUyi5RLJoCyqW8CTcAv0SxrnwIyzZRhRj/5a+BZtLAD9wOfAc76O0kp9TRQBuQqpRqAchH5GXAHHiY7pdRM4KcicgNQADw54veUBDwnIi+auZl4QzdPRQP3XHe9vZh26qyvr6egoID58+fT399PcXExs2fPZvv27fT19fHJT37SFQV57969NDc3Y7fbee+99wDNn8bhcHDXXXe54kG9/vrrDA0NsXnzZhYsWEBlZSV2u52rrrqKlpYWkpKSmDlzJgUFBQE7zEZTxlaha46qqqqorq6mvr6e/v5+BgYGaG5u5qqrruK3v/0tpaWlFBcX097ejt1uZ/bs2Rw6dMhn2boJMC0tjZkzZ5KZmcntt9/OD37wAy699FLefvttw+Sp41HO/nAfxA4PD5OcnMz27dtJSkrinXfeoaGhgb6+Ppem0G63s2/fPiZMmMCOHTtITk52+e5MmzZtzIC0sLCQ9evX89e//pWysjI6OjqicJfmcTjgr3/VFqLU1GgLUXJyQvMhrthZga3S5vqc+31t8BTuEAU6F2I7DpIupXgEuAu4UimS0RZ3xRvXSbmsc/v8Q2VTu4D/8Heimb/MaSLyM6XUVhGpBCqVUpX+ThIRQ/2qiGwx2HcGzdMfEXkPLeDWuCdU27pnxxJI7BM9192vfqWp2F97zTiFQrbHjp6eHtcKrPT0dLKzszl58iRHjhzhqquuwuFw0N7ezowZMzhz5gwTJkygtLTUtZw7LS3NFYm5qqqKv/u7vwPgqaeeorW1laysLJxOJ93d3RQXF7v+XObPn8/hw4dpaWkhPz/flcfOX3Tl8eq/UFhYSGFhIUlJSTidTlJSUli6dCldXV3U1dVht9tJSUlx+SmdPn2awcHBMc/Tk4yMDN5++23a29upqamhu7ub6upq0tLSyMnJITMzk3Pnzo05b7zK2Reeg1h98FNaWkpXVxfLly/n0KFDtLW1UV9fT3FxMZs3b2Z4eJiUlBSUUnR2dvLrX/+a/Px8Vq5caRicdvbs2UDsy/j4cU2bvWmTNim74goMF6IEgpUrj42IdRnHELej+T7fI0KTUswG/jPKdQqGc8qmPoW2IE7Q/LHHdnAGmGkpgyOvjUqpG9ECZ80KppYJwkuoHYtxrrvRx7gvRwdNra07axcWFtLa2kpubi6nTp2iubmZX//61wwODvLMM88wbdo0jh07xty5c/nUpz4FwLe+9S2uu+46jh49yuTJk0lKSmLKlCmuP4t3332X4eFhnE4nXV1dLi1TYWEhbW1tHDp0iMrKSkpLS8fksbsQqa+v58Ybb2RgYIB9+/ZRU1ODUoru7m6cTie7du3i9OnTzJw5k6VLl5Ka6ntymJGRwbZt27jqqqtYuHAh8+bN4ze/+Q3Dw8NUVVWxZs0aV1LcBOcHsQUFBTQ2NrJkyRKqqqpYtGgR2dnZTJ06laNHjzJ16lTefvttGhsbWbNmDampqezevZsFCxZwySWXkJ6eTkZGBs3NzfT09HDs2DFXcNqVK0cnuI+1BMBgrHUqKdEGUwnGHyI0wfmYUSKcRPN5ijc+iebo/hja4OmtkX1+MTN4+jel1BTgy8B/A1nAPwVXzwTuDAUbPS5MmMl152lKKCoqoqWlhenTp9PQ0EBdXR27d+9mxowZDAwMMDAwgNPpJCcnh0svvZS9e/fy/vvv43Q6ATh16hQvvfSSSz1eXV1NSkoKycnJ2O12V8DNXbt28eabb/K5z33ONbBqaWkJ2GE22jK2mt7eXubNm0dSUpIrkW9ycjJKKbKyskhKSkIpxdVXX+03D9rp06d58803mThxIpWVlRw7doz8/Hy++MUvsm3bNsrKymhtbTU0lY53OZtBdyDv7u4mPz+fwcFBjhw5wuuvv87kyZPp7u5mcHDQFQtq48aNrFmzxuVTdumll7Jjxw5XuI8pU6awevVql1+fLuNYdGhubYXhYW3Q1NKiaZ2ys8M7eCrfaH2iiUQ7NsdIIM3/BhYCE9BW33eLMCWqFQucQimXj7jvUDa1Hqj3d6LfCOMi8qKIdIhIlYhsEpFVIvLH4OuaQMc9RpE//EUXD6Zj0R3HL7oIVq3SOj+3uJOGzJgxg9LSUux2O06nk/nz5/P1r3+dj3/845w8eZKLL76YD3/4w5SUlLBnzx5WrlzJ5MmTee2119i9ezfLly93rVA6evQo+/fv5xe/+AUDAwO0traSn59Pfn4+y5YtQylFdXU1lZWVVFVVBaVpCkTG8UhBQYHLJFpfX09JSQkiQn19PVVVVZw8eZLa2lrsdrtP+elRxVNSUpg7dy7Tpk0jNTWV3t5e8vPz6e3tdZlKPbWRMP7lbAbdgTwjI4OamhpXRPaMjAyXQ/+cOXOYP38+qamprujvHR0drmPS09MpKytj3bp1rlAEuqYplmWsB8Z8911oaIBwje/c+z0rfJw8iWUZxxjfRzNx1QDpwOeAH0S1RsHx3yb3jcGr5kkp9T1fJ4rIP5q5QALv9PT0mHZO9LeaLtiOZdo0OH0aTpzQOsBbbvF/jrupQv+cnJzsimrd3NxMdnY2+fn5rqCBf/nLX9i8eTPr16+nrq7O9UctIixevNiVUX7NmjXk5OTwqU99iqSkJPLy8li6dGnQS7MDkXE8snr1apfT8unTp3E4HFx00UXceeedLFiwgK6uLl5++eVRUeKNqKmpYfr06Rw4cIB58+Zx6aWXkpWVRUNDAy+++CInTpzwOYAd73I2g+5APn36dLZt28Ytt9zC4cOH6ezsZPXq1cybN4+XX34Zp9PJggULePvtt7nsssuorq7m2muv9boAQtc0xbKM7XYtblx+vhbnKVwKHL3fCyQUSyjEsoxjDRGOKUWyCOeAXyjF36JdJ7Mom7oMuBzIUzb1oNtXWWhaNL/4MtvdjxZb6Tk0P6cLKm9NJJgyJfoazqEhWLFCM9u1tGid4Ei8v4DQzUdTp07F6XSyYsUKGhsbefbZZ5GRRHrp6elUV1dz4sQJHnroIex2O7/5zW9oa2sjLS2N5cuXs27dOnbs2MGhQ4coKCgIOXdXLMjYStydlvft28fq1atZt24d7733HtnZ2WRnZ5uSYXd3N8PDw2zevJm9e/cydepUCgoKGB4exuFwcMstt/gcgI13OftDT9gMuLROf/vb3xgYGKCvr4+VK1dyySWXsH37dtauXcvLL7/M+++/z969e1m8eDETJ070uwAiVmWs+zudOqVpnVavPp9wPFwEEoolFGJVxjFIr1JMAA4oxX8AjUA8xXmYAGSgjYHcQxN0Ap8wU4CvwVMBcCuaV/0QWriC34mII6iqJhiD3W73GUgylNV0ZsnNhaQk2L1bG0D99a/GATP9oce0cTqdVFVVMXv2bHp7e11moFmzZrFp0ybsdjs7duxg8eLFvPvuu0ybNo2bbrqJ1157jZ6eHqZMmcK0adN49dVX2bx5s2EajUAcZv3JeDygawLfeecd5s2bx8SJE12Dnq6uLlP3n5GRwZkzZygrK3PlxKurqyMzM5Pc3Fy/mr8LQc6+0AdO+rM4efIkN9xwA3a7nbS0NI4fP+6KxD9x4kRycnK49tpryczMpLq6GmCUVm/evHljrhGrMjZaZRdKYExv/V4ktE+xKuMY5G40Dc2X0HygLwI+HtUaBYCUj0QOsKknpFxOACibygbapVxMrbxSYuI4pVQhmn3zQeBhEfll8NW2jqSkJBkeHp+5Ca1cprtnD7z44vl0LTfeaJwsGDS/Gj01gh6sb8GCBbzxxhvU1tayatUqfv3rX9PR0cHZs2e55JJL2LRpEyUlJbz77rukp6fT3NzsihnU1NTERz7yEX7/+9/z/vvvs2rVKvr7+5kyZQoLFy6ktLQ0piMqW4G7jAPhqaeeYsWKFdjtdnbu3MmKFSuYO3cu+/fv59Of/rTPc0+fPs0zzzzDTTfdxPDwMB0dHVRXV7Nq1SrsdjsFBQXj6hkEK2OzvPHGGwwODjJ58mT6+vqoqamhsbHRFT2/r6+PgoICFi9eTGtra9zK1uGAJ544P/lavRq2bDk/eApFzp6DKB2rYjzFK0qpXhGJJ60PSqk9IuLlXwaUTX0IbQVcMvBTKZf/z+P7iWir+1YBduB2KZf6ke+WAj9GM8ENA2ukXPo8zv8G8JyUS/VIWS+j5eobAj4p5fIXf/fg12FcKbUSeAAtGNbLaAl7Ywql1M1KqcdBMx91dXXR2dmJ0+mkra2NwcFBWlpaEBEaGxsBXJGWGxsbERFaWloYHBykra0Np9PpSrDa29tLe3u7y6F5eHiYpqamUWXor83NzQwNDWG32+nr66Ojo4Oenh56enro6Oigr68Pu93O0NAQzc3NnDlzZkwZTU1NrtVlAwMDtLe309vbC2DZPRUXD6NUBzt2wIEDPfz1r3D4cKPhPTmdTtc9dXV10d/f70oWPHXqVOx2O4ODg64l2Pn5+Rw8eNAVRHDv3r3U1tbywgsvkJ6e7lrK7XQ6+ehHP0paWprreqWlpSilQnpORjIO9DkZPWtvzykcbU8P0xBo25s1axbHjh1j3rx5LFq0iOXLl3PixAnmz5/v954KCwtZsmQJf/rTn3juueeoqqpiwoQJnDx5koKCAiZOnOjznqqqqqL+ewrkOfX19VnaRyQlJVFaWsquXbuorq5meHiYhQsXkpKSQkZGBosXL2bq1KmkpKTQ29tr6p50GVvZ9gJ9TlpE8S42bjxHYWEPa9f2k5R0/jk5nc6gn9NDax8CoOOftCV79n+wM/AvA3xh0RcsuyddxrHeR7jfUzRQipuUYr9StClFp1J0KUVnWMq2qWQ05/PrgUXAncqmFnkcdg/gkHKZB3yXkSwkyqZSgF8B90u5LEYL1D3IWG4H9FD9n0EbC+WhpZf5lql6etM8KaVsaFHFP0ALIPVnEYnpdZzjWfNktcrarPbJU/Ok+3ro5rVp06bxy1/+knPnzlFaWsqUKVNcHU9qaio9PT3MnTuXwcFB9u3b58pld8kll7Bq1SqXxuPaa691mTD0wdmFQrCz9SNHjrhWeu3cuZOysjLmz58f0ArF06dPs337dnp7e5k0aRJXX331uIylZbXm6ciRIyxYsGCUdhbg5Zdf5vrrrx9zTDxqnvxpnSB0Oev9XiQCZMYr0dA8KcUxtBy174t4zxHn/XzvmqcRZ+4KKZfrRj4/AiDl8v/cjnll5Ji3RwZMTWiDn+vRNEd3+by+Te2Xclkx8v53wKtSLj8e+bxPymWlr/PBt8/TvwK1wLKR7VsjWgAFiIgs9Vd4At+cOXOGmTNnmjrWajW12WTB7rgPnNwHN2fOnGHjxo2uaNbZ2dnMmzePbdu2kZeXB0Bqaio33ngjra2tNDc3U19fT2VlJZMmTWLu3Lmj/rBDGTgFIuN4R38ehYWFOJ1OvyvsjCgsLGTdunWjyjPDhSTncOHuu2dmghBrMm5thbQ0uPlmLThmqL5ORuj9XiRiPEHsyTiGOQVUBTNwMkHhSPk6DcA6b8dIuQwpm+oApgEXAzIyuMoDnpFyMUq10q9sagnQDGwC/tntu7H5pwzwNXgKYs1VgkCIpR+pHvOpqUlbbqzHfPLVGeqdfWtrq+u9HqTRc9VKTk4Ovb29o9KDTJs2bVRsJyuIJRlbTbi0c7m5uaOeqRkuJDmbQR8Y6bI0wl2+ZuQdazJOSdH6iN5eKCjQJltWESkfp1iTcQzzELBNKSqBfn2nyPmo4z6ZTK6yqT1uex6Xcnl85L3Ryn7PQZq3Y1KADcAaoBfYrmxqr5TLdo9jtwK/RRtgfVfKpQ5A2dQNwH4zt+B18CSieaAnsI6mpiZmzJgR1jJDMe8FE/PJk9bWVqZPn05HRwfZ2dk4HA7mz59PW1sbkyZNGjV4stvtNDc343A4aGxsZNKkSRQVFYV1IGWFjOMBfznsfBHMIOxClbM3dBnqEwQdo1V0vgZY7sSSjB0OLR/mpEna4OmWW8KvdYoGsSTjGOf/At1AGtqy/8DooVXKvTqMN6Ct3tOZhRYuyeiYhhGz3RSgbWR/pZRLK4CyqW3ASmDU4EnKZRcwJi6IlMs2YJuZW0hkQYwi06dPD3uZocRDCVfMp6KiIqqrq12RyCdPnsyrr77K4OAgu3btcg2QDh06RG1tLTfddBNnz551+TvBeR+RUP2drJBxPGAUBTwQApX5hSpnM7ib54yei+cAyxuxJOPWVujqAj2m53jJahJLMo5xckTYbFHZu4H5yqaKgdPAHYzNN/dHNEfvt9HiMr0u5aKb6x5SNjUJGEBzAP+utwspm5oGlKNpqwR4E/imlMvYGDke+F1tl8A69LQaZjFK0eIvbUsg6DGf9uzRAt799a/aDDNQ8vPzWb16Nc3NzWzfvp1XX32V4uJiCgoKaGlpcaVbqa+vp7S0lNzcXJKSksjOzubyyy/H4XZRM38qvghUxuOFSDvYX6hyNkO4nkUsybinByor4ZVXtLQsKeNkGh5LMo5x/qKUNYMnKZchtPhRr6AtWHtOyuWQsqlvKpv68MhhPwOmKZs6hhZC6asj5zrQEhbvBg4A+6RcXvJxuWeAs2gxqj4x8v5ZM/UcJ00+PsnKygroeCOtkh4HJRzBNHW/p46O86vujh/3HvPJG7qj8ZIlS6iurnZFrS4tLWXt2rUkJSXx85//nOzsbNasWTPqvOzsbI4ePRrYBX0QqIwTBEdCzsFx+vRpampqqK6uprGxSK/A7wAAIABJREFU0efqyFiRscOhJRNPSYH0dFiwYPxonmJFxnHAF4GHlKIfLRTAyEIywiJAI/OZlMs33N73oQXxNjr3V2jhCsyQI+Xyf9w+/5uyqY+aOdFXbrv3Geukdb6CflbbKaV+jhbqoEVElozsexbQ1+ROBdpFZLmX85OBPcBpEbnJ17Xild7eXiZMCNxc7ElF2Xk/p1CX9Aaz6s4T95m20+nk7NmzlJaWkp2d7YqfcvbsWU6dOsX69etHndfa2mqY3ytYwiXjBL5JyDlw9GTMy5YtIz8/n7y8PA4ePAhgOICKFRm3tmq+TgUFmmkfwp+OJVrEioxjGaVQwGIRTka7LmFgh7KpO9DS0IGmffKlqXLhS/OkD1i+OPKqRxX/FJoXuz+eQMu8/JS+Q0Ru198rpb4NdPg4fyuaym7cTgXM/Ei9pSpwx13TFAhGzuWBaJ+MZs2epKen09TUxIoVK2hubqa2tpbLLruMDRs2UFdXxzvvvOMKFtja2uo3v1egJDrCyJCQc+DU1NSwbNkycnNzsdvt5ObmsmzZMqqqqgwHT7Ei45QUzUl8xgxtu+uu8eEsDrEj41hGBFGK36NF9453Po9m9tM1VUlA90iyYJFy8Tr+8LvaTim1XkTWu331VaXUW8A3fdVIRN5QShUZfae0gFG3AVd5+X4WcCOaR/+DRseMB86dO+f3GH9apVA0Td6cy81on7zNmlNTU0cF/Js5cyaNjY3k5OTQ3NzMjBkzaGhoIDc3l5SUFFasWMH27dtJS0ujtLR0VH6vcGBGxglCJyHnwOnu7iYnJ2fUvpycHK+JnGNBxp6r7O66K7hFJbFKLMg4TnhHKdaIsDvaFQmR3cC33f2ilE39RMrlXn8nmvF5mqyU2iAibwIopS4n9OzJVwDNIlLj5ftH0eJIZHr5flxgJq9goIQjHoqZmE+es+b+/n66u7uprKxkeHjY5buRm5vLwoULef755zl79iwbNmxg9uzZ/O1vf2Pq1KnMmjWL7OxsLr300lGDrkB8QXxhhYwTjCUh58DJyMigra1t1Gq8trY2r2brWJCxlo5F83Nqbx8/vk46sSDjOGET8HmlOAH0cN7nKd6CZxehrc5bJeWiK4RMadTMDJ7uAX6ulJqC5gPVAfxdMLV0407gaaMvlFK6n9RepVSZv4KUUvcB9+mf6+vrQ6xa5NBzFZll67KtY+7PaJ8vHj3wKI8dfMz1WTf5bV22lQeWP+Da73Qmc+TIVA4fhuRkWLu2ndTUc640LMePH2f27Nl0d3dz4MABhoaGWLBgAdnZ2WRlZfHCCy+QnJzM0aNHufTSSykqKqKzs5P9+/dTW1tLSUkJRUVFiAg1NTWujPOgxVo5fvw4CxcupKSkhKysLHbu3ElJSUnAMVgClXEsoMs4nog3OceCjNPS0njllVdYuHAhdrudnp4ePvjgA0pKSgx/09GWcUdHEs88k8H+/RPZtUtYvbqf3t4e6uu9p8SKBTkHQrRlHEdcH+0KhIl24Grge8qm/oSWw9cUfgdPIrIXWKaUykLLhefLT8kvSqkUtJw43kZ364EPK6VuQAvAlaWU+pWIca4aEXkceBy03HZW5qsKN21tbWPU9r54tOhRU/v8lfHoR7VzfJn8Bgc17ZMe8yk9PRNdtEVFRa5BTW5uLm+88QY33HADAHPmzCE/P5/CwkKSk5NZvnw5F198MS+++CLXXHMNu3fv5u6772Z4eNiV8+72229n//79rhxY9fX1XHfddeTm5rryfs2ePZuqqqqA82QFKuNYIZ7aMcSnnKMt46KiIi666CJqamo4fvw4qamplJWVedWwRlvGe/ZAYyPMmQNnz8KmTRksW+Y/DEO05RwI0ZaxFSiF2+Itlhh8PwXN52c22pjgv0T4hZeyskToBLosrHIkUSOhEb6gbGoLWpwnUx58fuM8KaXylVI/A54VkQ6l1CKl1D0hVPYaoFpEGoy+FJFHRGSWiBShBcd63dvAKd7JzIxdq6S/mE/z58/n4MGDtLa20tPTw/DwMAcPHqSoqIiamho2bNhAcnIyQ0NDVFVV0drayp49e1BKcfr0aSorKzl69CilpaUsXrx4VHbwQH1BfBHLMh5PJOQcHIWFhZSVlbFp0yafAyeIvow7O7WFJFpdNF/I8Ua0ZWwRTwAf8vH9F4HDIiwDyoBvK+U1avhvRl73oq2G1zf9c7zxI/2NlMsTwBbgVTMnmgmS+QRasCo96c9R4AGvR4+glHoaLfrnAqVUg9uA6w48THZKqZlKKVMh0ccTjgAjUIYzICacX51nVK7u93TxxVBWpnWcx4+f/76wsJDS0lKqqqqoqanh7bffprS0lPz8fNcgx+l0Ultby5IlS7j++uuZNm0aIkJeXh6bNm1i3bp1FBYWulK36Oi+IO748gXxRaAyThAcCTlbTzRl7HDAwYNaIuCzZ2HxYmtz2UH4+zszjMd2LMIbaKlLvB4CZI6EIMgYOdbQm01EW4UvQjGwGs0F57Nog47Phq/WkUHK5ccen/dKuZhySzIzeMoVkeeAYQARGQL8LkkQkTtFpEBEUkc0ST8b2b9FRH7kcewZEbnBoIyd4zXGE0BeXl5Ax7uHLAgHunO5Xq5nZ+W+6u7oUU371NFxvsnos+aPfvSjZGRkMHHiRIaHhzl37hxvvvkmgCuCeFdXF9OnT+fyyy/n1VdfxeFwMDw87ApPsHLlSle57lot92OCSTkSqIwTBEdCztYTTRkfP65pna67Tgtbct111ocnCHd/Z4YLtB1/H1iIlj/ufWCrCN4d2QCl+BxQCfwZqBh5/Yavc8YbZgZPPUqpaYwEzFRKXYrv+EwJTNLU1BTtKozCs7My0j6dOJE85rz8/HyXFqqyspKBgQEGBwcZHBwkMzOT1tZWqqurKSoqYv78+eTm5nL06FFXmpbS0lKWLDlvinfXarkfE8xqu1iT8XglIWfriZaMHQ5t4nT0KOzceT50yXgkPttxbopS7HHb7vN/ziiuQ0tlMhNYDnxfKb/xFbcCa4ATImwCVgCh5dKKM8wMnh5ES8JXMhLf6SngHyyt1QVCQUGB32MqdlagbMq1Kk5/X/ZEmc9zginX6Fxd+/TKK5r/0xtvpBvmu3P33bj11lvZsGEDLS0tvPzyy1RVVTF37lwWL15MR0cHc+bMYd26dT79PALxBfGFGRknCJ2EnEMj10SI7mjJWNc6bdqkTaSuuMI6rZO3/s6zX7LKpBef7bh1SITVbtvjARbwWeAFEUSEY0Ad4C9ScZ8IfQBKMVGEas5nD7kg8Dt4EpF9aJmJL0eLxrlYRN6zumIXAmfOnPF7TEVZBVIurlVx+vvKE5VezzGj7tbL9YxKbqu0jeqssrNh2TLo64O8PDh6NHWU75M3CgsLufXWW8nNzWXJkiXk5eUhIl4jkVuFGRknCJ2EnEPDTPLgaMg40lono/7OKEenVSa9C7Qdn0Rbro9S5KMNgmr9nNOgFFOBPwCvKcX/opn9LhjMrLb7IpAhIodEpArIUEp9wfqqjX9mzpzp/yCL0Tslz8FZRVmFawCVlaVpnwC6uxWdnebKLiwsZO7cuaPMb2vXrnUFz4wEsSDjC4GEnK0nGjJubdWC5K5eDRddZK3WyRuR9H0aj+1YKdwWb9GgFPcoxf1Kcf/IIf8HuFwp3ge2Aw+L+DbBifAxEdpFqAD+FfgZYCqh7njBTJDMe0XkB/oHEXEope4F/se6al0YNDY2BqQm3jhn46jcdp457Yxy4BnN2jzxlhNPL2/rsgoWLYK334aJE7VVNytWmOtE8/PzWbBgAQUFBaMiiOtJgK0mUBknCI6EnK0nGjLu6YHKSi2f3aRJYEJBFjY8+yVveT7N9HFmGY/tWIQ7/Xx/BtgcQvnezSDjGDODpySllJKRuPVKqWTwGgMiQQAEGi1755adrvdGAS595cDzhX6e0SBKz3933XVa4My0tD46OzNGJQuOlBYpGAKVcYLgSMjZeiItY4cD/vQnbeCUnq6lZIlUOhZ9oKQPljwHSqHk9PRFoh0nMIsZh/FXgOeUUlcrpa5Ci9H0Z2urdWFw9uzZaFdhFLqpzt1hE7SO6/mzFUyZAn/720RX2ALdcdyMv4YRkRh0xZqMxysJOVtPpGV8/Dh0d0NODuj5ciM1T/Lm6xkuDZM3Eu04gVnMDJ4eBl4H/h4tEul2tKS9MYNS6mal1OMAvb29dHV10dnZidPppK2tjcHBQVpaWlwOy3DeMbCxsRERoaWlxZXXyOl00tnZSVdXF729vbS3tzMwMOCKO6QvZ9XL0F+bm5sZGhrCbrfT19fnSj/S09NDR0cHfX192O12hoaGaG5uJjs7e0wZTU1NrthGAwMDtLe3G97T1zd83es9PbjywaDv6b6L7zPUQP3Huzben/Z1LrrIyWWX9dHaOsDBg11j7ik3N9f0PU2YMMHvcxocHAzpORnJONDnZPSszT6nYNqe0+m0vO2F+576+/uj/nsK5J76+vrioo9wP1eXsZVtT7+n06d7eeWVHk6cGKKpyUlx8TCbN7eQnR3YPTmdzpDbHjDmnr5x5TcseU66jKP9ewrknhJEBzWeskgnJSXJ8LDP2F4xRaznUdK1T/rsz+GA73zHzvHj0xgY0JYt33svFBd7L0PPTae/RppYl7ER9fX1cZUPDOJPzgkZ+2bPHnjxRSgshDNn4MYbz5vpAyEccq7YWeHSOLm/t4J4a8cASqleEZkc7XoEglJqj4gE0aJiBzOr7eqUUrWeWyQqN95JT0+3tPxQY6F4aqCys2HNmn5mz4apU6G2Fn71KwzjPulE2x/Kahkn0EjI2XoiJeO6OnjhBaiqio2gmO6DJatX3iXacQKzmDHbrUaLJLoGuAL4HloG5gQhopukAqViZ4WpgVGoHU1FWcWYAdScOUNMngxtbZA8Emzc16I53R8qWoOoYGWcIDAScraeSMjY4dAmRLW1WniSaIUniBaJdpzALGaCZNrdttMi8ihwVQTqNu5RSvk/yAD3VShW46kinzJlmJtv1lbddHTA7t3acmZ/BOtUHirByjhBYCTkbD2RkLE+EUpO1gZSkydHPxWL2ajj4SDRjhOYxW+oAqXUSrePSWiaqEzLanQBkZw8Nk9cqEQiFsrkybBmDVRXg9OpLWeeMyc2Z6dWyDjBWBJytp5IyDglBY4c0X7XQ0Nw883R/11XlFUEHYYlUBLtOIFZzMR5+rbb+yGgHrjNktpcYAwMDDBp0iRTx3oOisB4YBSJjka3wJ07p3WsPT2MivsUSwQi4wTBk5Cz9URCxna75iSenw8i2kTpQiLRjhOYxe/gSUQ2RaIiFyKB/Eg9B0WApTMwX2Rnw113wU9+ouW86uvT4j6VlER/lupJoiOMDAk5W4/VMtYdxY8fh4YGbTIUaVdFf6vpvGVDCBeJdpzALF59npRSD/raIlnJ8Uqn2SRxfvBm+7eyoykuhltugSVLoKwMOjsxlTA40oRLxgl8k5Cz9Vgp41hxFPfny2l1kMxEO05gFl8O45kj22q0AJmFI9v9wCJ/BSulfq6UalFKVbnte1YpdWBkq1dKHfBybr1S6v2R4/YEckPxRLDxRMo3lo8aGOkdjucgyrOjCbeDZUmJ1tG+8ooWF+aVV3yHLYgG8RazJV5JyNl6rJSxHk08I0Mzw8eCo3g0SLTjBGbxOngSEZuI2IBcYKWIfFlEvgysAmaZKPsJ4EMeZd4uIstFZDnwO+AFH+dvGjk2Bj1pwkNLS0tQ57mb8NzxN2sL9wq97GxYtkwz2+XlwaFDsad9ClbGCQIjIWfrsUrGDoc28Tl0CFpaYO5czSwfKa1TJFfT+SPRjhOYxUycp9nAgNvnAaDI30ki8gbQZvSd0taD3oaWJ++CJZQklEYdjr4/0HJCIStL0z4BdHVp5rtYIpHoMzIk5Gw9Vsn4+HE4fBimT9ecxK+5xnfWgHCj57HTtemRymNnRKIdJzCLmcHTL4F3lVIVSqlyYBfwVIjXvQJoFpEaL98L8KpSaq9S6r4QrxWz6PmLgsGzw9GxVdpGzdr8zepC1UaVlMCiRdqMVSn4y180x9NYIRQZJzBPQs7WY5WMOzu1mG0AmZnahCgaRCp2nS8S7TiBWUzlthuJ9XTFyMc3RGS/qcKVKgJeFJElHvt/CBwTkW97OW+miJxRSk0HXgP+YUSTZXTsfYA+wFpVF0v/3BGi+Mli6j5T53r1d5yvfY8eeJQHlj/gevXEbrePCXj53nsT2LZtEg5HMr29MH/+IJ/5TDdTpsRPnsFYwkjGCcJLQsYap04l8/TTGRw9msrwMKxcOcDdd4fvtxuInIufLGbrsq2G/U4C7xQXFydy20UBM3GeACYBnSLyC6VUnlKqWESCGqUopVKAW9B8pwwRkTMjry1Kqd8DawHDwZOIPA48Dlpi4HhK9nnmzBlmzpwZcjnlG8tdyTf93X9RUdGYmFHFTxa7ynns4GNMnTqVxw4+xqMffdRrGe5MmQIHD0J7u6b6nzABBgdziIVHES4ZR5p4ascQn3K+0GXscMAvf6mlWpozR/Nb/MQnYNmy8DpN+5KzZ1/02MHHeOzgY2EN6hsI8diOE0QHM4mBy4GHgUdGdqUSWm67a4BqEWnwcr3JSqlM/T2wGagyOjbeCdePVO9kzIYm0E1+epwoTx+DQNXnetynuXPh7FnN8TRWVt4lOsLIkJCz9YRbxrGwws5XXxQNh/FEO05gFjM+Tx8DPgz0gEsr5Dc9i1LqaeBtYIFSqkEpdc/IV3fg4SiulJqplNo28jEfeFMpdRB4F3hJRP5s5mbijebm5rCWF+xMzdMvSieQVS/FxZqj6fCw5jPxzjuw35Rxd3Q9wk24ZZzAmIScrSecMo72CjszRMMHKtGOE5jFzOBpQDTHKAGXNsgvInKniBSISKqIzBKRn43s3yIiP/I49oyI3DDyvlZElo1si0Xk/wZ2S/FDJHwu/DmM6+pxb1qrQNTnWVmQnq5FJ25q0pzHA9E+WdFZJvxaIkNCztYTThnv369NcKZMic4KOyP0PigaGiedRDtOYBYzg6fnlFI/BqYqpe4F/gL81NpqXRh06EtcLMSfic791TPdS6DLhUtKYP58zQxQWqppoaId9ykSMk6QkHMkCJeMHQ5tYtPYCKdOwcSJ0Vth545uqtNXDEPkYz4l2nECs/gdPInIfwG/RQtquQD4hoh8z+qKXQhMjsGsm/rsL5jULtnZcO+9WuBMp1MbOL3wgu/QBVYHyItFGY9HEnK2nnDJ+PhxLan3woVaaIKLL45eNHFvWRG8TfasJtGOE5jFjOYJEXlNRL4iIv8MvK6U+pTF9bog6O/vj+j1zAyIdBNesJ2VnvNOT91SW6vlzPJmvvOnGQuVSMv4QiUhZ+sJh4zdk//29WkTnXvvjZ6vk3tqqXAE/Q2VRDtOYBZfiYGzlFKPKKW+r5TarDS+BNSiRQdPECIpKWYjRYQHswOSUAcuJSWa6a6tDZKTtX2trQbXiUDHGGkZX6gk5Gw9ocrYM/lvSYk20Ym2rxOMnUTp+TsjHa4g0Y4TmMWX5umXaGa694HPAa8CtwIfEZGPRKBuCUIgmk6X2dlw880wNKRFLt69W1sK7Ymng3gwpsIECRKYQ5/AJCdrA6loJf81Y6q3VdqiEudpPKIUP1eKFqW8h/xRijKlOKAUh5SiMpL1M6yPTX1I2dQRZVPHlE191eD7icqmnh35fpeyqSKP72crm+pWNvXPVtXR1+Bp7sjKuB8DdwKrgZtE5IBVlbnQGBoasqzsaKc6mDwZ1qzRZrjDw/DEE/7TtljRWVop4wTnScjZekKVcU+PNpHp6NAmNjffHB1znT9TfTQnUeO0HT8BfMjbl0oxFfgf4MMiLEZTkkQNZVPJwA+A64FFwJ3KphZ5HHYP4JBymQd8F/h3j++/C7xsZT19DZ4G9Tcicg6oE5EuKytzoTFx4sRoV8EycnO1V6dTC8R38qRmMnj45chmUB/PMo4lEnK2nlBkXFenTWCGh7UJzZo12gQnltA1UvrEL9Ir7WB8tmMR3gDafBzySeAFEU6OHN8SkYp5Zy1wTMqlVsplAHgG8LR2fQR4cuT9b4GrlU0pAGVTH0VzLzpkZSV9DZ6WKaU6R7YuYKn+XinVaWWlAkUpdbNS6nGA3t5eurq66OzsxOl00tbWxuDgIC0tLYgIjY2NwPkEkI2NjYgILS0tDA4O0tbWhtPppLOzk66uLnp7e2lvb2dgYIDW1laGh4dpamoaVYb+2tzczNDQEHa7nb6+Pjo6Oujp6aGnp4eOjg76+vqw2+0MDQ3R3NxMT0/PmDKampoYHh6mtbWVgYEB2tvbTd/Tl//0ZcOBycMvPxy2e3I6nT7vST83OxuuuaaJ2bNh0qResrOHOXu2h49M+RccWx30fEWz43X8Uwe9D/XidDoZHBzkKy99JazPyUjGgT4nI7mE8pz83ZPT6bS87YX7nk6cOBH131Mg99TX1xcXfYT7ubqMA31ObW3CD3/YycmTYLf34XRCZ2cn06ZZf09Op9PnPT248kHXPX3jym9w9otn6X9Ec9ru+UoPnQ928uDKByP2nHQZR/v3FMg9hYGLgWyl2KkUe5Xi0+EoNAQKgVNunxtG9hkeI+UyBHQA05RNTUbLiGK56cVUYuB4ISkpSYaH4ycZ7dDQkGUOisqmxsRtCgf19fWuXFUVOyv8mtrq6uAnP4GjR0EpLQ7UvfdqTqruddTfh7veVsrYKtxlHC/Em5wvJBnv2QPPPw92u7aIY/Zs2LrVekfxip0VbCnaEpScreq//BFv7RhAqbwBOPu+267HRbR8r+ePoQh4UYQlY8/n+2huOVcD6WiZQW4U4ahldc5Q9XwF92VEj0u5PA6gbOpW4Dopl8+NfL4bWCvl8g+u823q0MgxDSOfj6NprB4B3pVyeU7ZVAXQLeXyX1bcg6lQBQmswW63R7sKIWHGr8o9dEFampZA+Cc/0RxWI+HbEO8yjhcScraeYGTsHpqgo0MLXhuJgROE5ncZLb+n+GzHrUMirHbbHvd/zigagD+L0CNCK/AGsCz89XSjh1Ypl9Vum3udG4CL3D7PAs4Y1PkiAGVTKcAUNNPkOuA/lE3VAw8A/6Js6ktW3EJi8BRF8vPzLSs7nJ1PqD4HJSXaCp8PPtBmvnv3ns97ZxTbJZy+DlbKOMF5EnK2nkBl7HBoE5WDB7W0SbEUmsAdo995tFbaXaDt+H+BK5QiRSkmoQ1APohifXYD85VNFSubmoCWD/ePHsf8EfjMyPtPAK9LuYiUyxVSLkVSLkXAo8C3pFy+b0UlE4OnKKLbta0gnJ2P+wzy0QOPBuzwrfk/wbRpmumurU1LD7F12dhVN/pruAJlWiljnWiGhYgVIiHnC51AZbx/vzZRcTiguhqSkqwPTeAZhqD4yWK//UO0Vwa7Mx7bsVI8jWaKW6AUDUpxj1LcrxT3A4jwAfBn4D3gXeCnIt7DGljNiA/Tl4BX0AZxz0m5HFI29U1lUx8eOexnaD5Ox4AHgTHhDKwm4fOUwC/u/gfuviKB+CU4HPCf/6nNgnNyoLAQPvEJWL169DWi5esQCuGuczz648Qb413GdXXw7/8Ou3Zp5vKsLHj4YbjqqsjVQdkUdZ+p8yvnePzNxxJKqV4RibG1k75RSu0RkdXRrkcoJDRPUSSasxx/2hJvgewePfBoUNfzl/culJx6voi0jC9ULdR4nLHHGmZlrEcSb2mBSZO0/HW9aytYscLiCgaA1TktgyXRjhOYJaF5ukAJZLbnTfNkZrWd5zH6yp8zZzTz3bJl8JWvWBesz0wdgy3Xm7kh1Fl0uLUiVskgnhnPmiej1XWPZUdeu2N2tV1C8xQaCc1TdEhonqKIHmMk1jA7+zPzh+w5wPDlPG4FVvlTeIuSHItEwqckVtvyeMKMjB0OeOUVOHRI0zzpq+uiQTwO2BPtOIFZLBs8KaV+rpRqUUpVue17Vil1YGSrV0oZpnpRSk1VSv1WKVWtlPpAKXWZVfWMJtOnTw/p/EBV3GZV5VbmnPN0Hm9pgeee85+6JdaJRRNEJAm1LSfwjxkZ798P77yjRRGvLqjg/01UzH0q9tplrJrtEu04gVms1Dw9gUc+HRG5XUSWi8hy4HfAC17OfQz4s4iUosWbiOaySctoa/MVMd8/ZjQK7p2Rv5xSXssIcAbpr2NcsQJWrYKMDC1FREMDPPZY+AZQke6YyzeWh10LFUpdK3ZWRFwGbW1tUf/jG+/46y/q6rSJSEMDnDoFS+0V7L4x8N97sAT6/IPpi6wm1D45wQWEiFi2AUVAlcF+hRZafb7Bd1lAHSP+WIFsSimJJ/r7+0M6nwqCPsZzf/mOcqGCMVv5jvJRx9XV1YWljrW1Ilu3itx4o8jGjSIf+5jIN78p0tYWUPFBX98q3K8X7LXr6upCqrfnuZGQQX9/f8RlHQqBtuNYwFd/4f57uvxykWuvFXnkkfO/p0g8G6NreJNzOH4nVhBqnxwNgB6x8H/cig3YE+06hLpFy+fpCqBZRGoMvpsLnAV+oZTar5T6qVIqrpzhzBJMXqJwaRQ8TXHBaqWCpbhY88WYN0/TQKWna/tbW32fZ4ZoakCimRE+moQpx1YCH3iTsR4M8/BhaG/XTOOLFmmrW/WFGNFql2ZW58bSbybRjhOYxdLVdkqpIuBFEVnisf+HwDER+bbBOauBd4D1IrJLKfUY0Cki/+rlGvcB9418XFUXR84zAwMDTJgwIejzi58spu4zY+/30QOP8tjBx8bs37pM8xx9YPkDQZULWvqCadOmma6j3nl6u+bhwyl85zvZI5pDePDBdhYtGjJdvhHu9f/23m/z5VVfDqm8QPAle39yt+pc8P/MgyWUOkeTQNtxLOCtv3jvvQn8z/9k4nCk0N0Ny5cPcv/9HVx00TnL6+Tv+bv/FuOhrYTaJ0eD4uLixGq7aGCxaq4ID7MdkAJOF1awAAAgAElEQVQ0A7O8nDMDqHf7fAXwkpnrxZvZrrOzM6TzgzHbmTnH01TnTjDmDl/XPHpUM9d98pOayWHrVs0EEQru1wtVxt7wJSOjegRCuM12kaCzszOmzC/+iEeznbe2vHu3yJ13inz2syI33SSyfXuEKzaC0fM36zYQK1jVX1gJCbNdVLZomO2uAapFtGzInohIE3BKKbVgZNfVwOFIVS6SjDSioAlF3e3LtBVJp83cXO3V6YTubjh2LDjncW/mzG/97VthrrGGFcv/49nhOtS2nMA/RjJ2OLTXxYthzhwtgng4gmGGumAhFlfSmSHRjhOYxcpQBW75dFSDUuqeka/uAJ72OHamUmqb265/AH6tlHoPWA5Y8w8YZVJTU0M638wgp3xjuWFnZqu0hdxB+vveTAeanQ133aUF8svI0P4MDh/WfDj0PwZT9fHis/WNK78RUL3DSaCDW/cBWSgD42j4kKSmpsaU78p4xLO/qKuD738fKiu1SOI33ghbtoQn4GwwkwP9+Zvxn4zVthJqn5zgwiERYTyKtLW1kZOTE9FrhpJDzj1icLARyr3hnosrMxOmT4evfvV87rtAcL+ep4xDiWbsLap4+cbysGjr9LrFY/TraLTlUIimjION+O4uY/dckQUFsHAhfPjDMH9+eOoYrqjf8RY9PN7aMSQijEeLRITxKJKZmRnR6+lal2DV6b5mo0ZlBKLlKS6G226DWbO0FXhKwcmTxtonf+W6z2rDKWOzKxIDuW8jDV3xk8VBBUCNJpFuy/GKr7Q+/nCX8f79WnR+h0MbQNnt503godQtGHObr+/1BQvxQqIdJzBNtJ2uwrnFm8N4c3NzxK+pOzoH47BpFAdKjwXly1nUjHO1iBaT5jvfEXnoIZFbb9Ucyb/5zbEO5IHUvbm52XQMq0DwVQdf3/m6pn7e1t9vDWt9IkE02nIoRMthXG97waDLuLZW5POfF1m+XOTSS0U2bw6/k3ggdXQ/NtS4cNEm3tqxiCQcxqO0JTRPUSQvLy/i1ww1Wrg74Y5Qnp2t+Wxccw1ccgnU12upJtz9nwLVsOTl5VkSwyoYnw2zWgej5dyxTjTacjyh/450gnGizsvLo65OW1DR0KD5OWVmatH6fTmJh0MrGQ7tdDjKt5pEO05glsTgKYpEMwllOBw2van5Q1lpk52t+Tk5nZo5Qk8e/MAfKlyO7oGU6y7jcDrIG5nq/N23vz+WQJ9JLK1qSiRUHYv+HMLlK7drVwuPPaatSO3uNg6GaUQozt/eyvDW9oIlEsmrzZBoxwlME23VVzi3eDPbxRtU4DIpearnjdIthGJK2r5dM0fMuqtcli/XzBS1teLT7OHPDBeKqS6QmFqex5oxG4ZqWoy22S7eiIQ5yZspO5hn1dampVu59lqR9esDi4lm9npmTMrevvPWdn3J2f16ifYbPCTMdlHZEpqnKHLmzJmwlRUpbYNuUtJnzFZdV08e3DDPhv2SCn5ccD47PGCoYTGavXrKOFIxrPxpHTbO2TiqLhVlFa4EwxA7iVLNEs62PB7w9btwLekP4Lezfz+89VYv3d3Q06MtrNi6VVto4e363rSS3q5rVrtkdH4gZnH9fFulLWY0pzqJdpzANNEevYVzu5A1T5GYuenaEaMZo6/ZZ7DomiY9efCNN2qf//EF4zKNZBCKRicUjZGRs7z7fl8O9sE8y1DkHAtEuv5WaZ78tRmj346/ezfrIO6tHM/reGtf/rRL3ijfUe61bCM5G7XzhOYpeEhonqKyjQvNk1LqZqXU46Alduzq6qKzsxOn00lbWxuDg4O0tLQgIjQ2NgLnZxiNjY2ICC0tLQwODtLW1obT6aSzs5Ouri56e3tpb29nYGCA1tZWhoeHXXZxvQz9tbm5maGhIex2O319fXR0dNDT00NPTw8dHR309fVht9sZGhqiubmZxsbGMWU0NTUxPDxMa2srAwMDtLe3R/2evvH6N0b5G+kzxg0/3aDJ34sz+el7T1NRVhHwPZXvKEfZzmuaXlqjqNykOJijzdjT3vk6tbUOnE4nj7zyiOHstXxHOU1NTXx+wec5fe/pUbPipvub+PqGr/t9Tl/f8HWa7m/yeU9fWvIl+h/px7FV82jvfLCTjn/qALSYMbZKm+s5gaZ18PacAJxOJ19Y9IWAn9PfL/z7UW3vq3/+qs+2Z1RGKG3v0KFDIbU9W6Ut5N9TIPfU19dnye/pS0u+xLl/PZ9TTm97911835jnBNDR0YGt0ub1ng4cgIce6h6JuN9NZiYsWNDFsmVj78lWaTO8J/0e3GWs39NXXvqK4e/na699bdRz0mXpKeOKnRX8/cK/x1Zpw26387X1Xxv1nJxO56h7+ucX/9l1HffrATHR7+nt2Mq2F+57ShAdEkEyo4iIoFTwTpbBOqIGG6QPjAdK7tfV6xOuwHjKpqj9tLgCaJ5dUsHilgoeflhLReF5rOd13WUcSMA+dxnp9+zvXG+y0Z9H2RNlVJ6oNHV9b8/Q89l5e5bKpsIWvNMMobblSAdTDHeQTHdTlCfuzyGQ3+yBA/Dgg9DSAgMDUFwsdKyw8fTnKwzNdd5kaLZu+vlGbcpXO/MVdFeXs7/7DqVPCiehtuNokAiSGSWirfoK5xZvZrtwxhQJRO0drFnIl3nK/TWcJhi9XN2B/LLLNPPFli3avra2sce64y7jQOplxgzpWd7GX2z0ep43c6d7Ofo+XyalQEwwkTSFBNOWrYi/ZZZwm+08ZW1kqgtkgUBtrcinPy2yeLHIkiXa62239QS8GCEQGRuZ03w9CzPXNmu2ixUScZ4iszEOzHZRr0A4t3gbPA0MDIStLH8+CWaP9Xfu1t9vHeOrYOWfoF6G+2qjdeu0P5SyMpF/+7fzAyijgU2wMjbjj2HGR8TXuZ4DIG+DJ28+Zp7lR3MwEmpbjvQfaTCBSH3hbXDs7idoNMByf9WprdVW0m3eLDJ/vjZw2rRJ5N13B4L2S/J1PR2jAbnRsb7amee5vgZPseinF84+OVIkBk/R2caFz1O80tXVFbayfMUI0pMAB7OyRVe168c9sPyBMde1Igiljl5GdrYWz2bRIkhPh74+ODKzgr/8RVuJ5H6se70DkXG4Y9e4l+uJu4nTfZ/RuUarkjxf9fdGZYSaBNoM4WzLkSAcgUg924v+nCp2Vrieg7ufoCdGz8rh0ILCHj6sraorLobkayrYsVGxdtsEwNxv18xqP8/j9fq7X8OwbIPfu74/EGLBTOdJvLXjBFEk2qO3cG7xpnnq7e2NyHW8zXgDOdddKxJsPJhwoK88WrJEu9aSJdpnzxV4ej18ydjsfQQTj8nTbGJ0bW/luM/W3c1vgZpgIqnNCbUtR1oLEW7ZeMrbl5nb85m5v/c0T+vxzUQ0Gfuq98ZfbBxVH08CiRkWSDvzd6/etHKxSKT65HBCQvMUlS2heYoi+gorKwgl+rTRufp+8D1jDDZyubd6ee4vLoaHH4b167XPU6bA68MVfO89G1t/P7bek/5jkum4Nt6uGUxMK9c5HrIqe6Js1MpFHT3Gk/u1PNN5eDrj+5rxhyOCfCB4tuVAk8l6c44PJ1ZEZPeWdsVXxGxP53D9/dbfV/Dcc5qDuAhMn64ly9adw436C/e6+1uMoDtmm8V03CYvmmeAus/Uud7HWkwnI6zsk6OFUvxcKVqUosrPcWuU4pxSfCJSdYtroj16C+cWb5qnzs7OiFzHc6ZndgZqhQ+Nv1g0nscY1d3b7NZ9lq6f50vG3mbAvmbZvj4HEv9JP99IQ6T7lRnJ3dMvxZ9Db7AEeq4uZ7OJp81oH8KhoTC6D2/awGBx1754XtPbs/dk/37t2M2bRS6/XPPte+SR0QsiOjs7/Ub2N6v1MeMIHozW1L2dUuHb5ykWiVSfHE7wo3kCuRJkJUiVj2OSQV4H2QbyCV/lhWNjHGieol6BcG7xNnjq6emxpNxQHMQ90c/VX0NdpeRrwOLvvdE5Rts/vlDuOs9TxmYGhGbqaOazmXszGqh5M9t53oeVBDrg1uXs2V7Mlh/sMcGU4W8gE+w1jO7dzKRj/37NIZwKZP58zWxnlHrFbFv2dX+edXSvk7fVooGY6d3r5G+1XSxiVZ9sJf4GT9ohUuRn8PQAyBdBnkgMnsxtlpntlFI/V0q1KKWq3PY9q5Q6MLLVK6UOGJy3wO2YA0qpTqXUA57HjQcGBgYsKdfdZODuvBoMVpp/fDlo+1Pxe1P3F9WXoyor+MelWr09ZezLxGB0Td3MZlSXQGTjyxHd3dHYCEMH3zLjY13feykrUHzFCHK/xsDAgOuzt+dmxmwWqWTHW5dt9fpdOEzbOvqz8xZza90Py1jxv4odG7Xzaz6lePVyhWwcG8tJb8v6tY2eiXt7NlNX9zIqT1SOOd/IXOfTUd3tWG9t1NfvJtpmPKv6ZGvJTVGKPW7bfYGcrRSFwMeAH1lTv/GJZUEylVJXAt3AUyKyxOD7bwMdIvJNH2UkA6eBdSJywt814y1I5sDAABMmTAh7ue4B68IVfFAPYhdMcEEzgQF9rWrzVn/Pci/5nZCVpfmKrFgBX/oSTJ48WsaewS+Nynbf7+94X7nrvPmguJdhFJjQXcbBBg8M5rn7ek62StuY8tzrHmiwVjP1C7btequPEUZ1NHtd94Gl0epJf9erq4O5Tyk2/0149fLz7X//R4Tly8ee69lfeAZvdX8eMHbw4qutlhWV+bwPb8E09ev4knkgwVojHSzVE6v6ZCsxEyRTKYqAF0Uw+C/meeDbIryjFE+MHPdbSyrrumYiSKY/1VwRMEZVCCjgFDDfz/mbgbfMXi/ezHZnz54NW1lmfGzCgRmznTc1vy9fEzNmO3+B/1Z9uVw+9jGRe+7RzB6/+51ITU2r1+uY8b/y9t7feWbKc//svj8cARzN3Ke/8/2ZON2vobdlX2Yhb/Uzcw/e8Hdv3sx2vlaNmv3NGP3GfMVzcufzT5fLpz+tfbdxo3FZnpw9e9bnMzHjb+brubpvugnPWxm+ruN+H4G25Wib9MLZJ0cKQjTbgdSB1I9s3SAtIB/1V2YoG+PAbJcS4bGazhVAs4jU+DnuDuBpXwcope6D82rK+vr6kCsXKUSE7u7usJS1pWgLW4q2AFD85Gh9vz5D3bps65g4TYGi5+Tyha3S5qqL534wfkZbl20dtV9/775fL9fzXvX7OnUqmWeecVBdnUJraypVVUMsWJDEHXec4qKLzo0pe0vRlqDr4g1v33srw/2z/mpGxkY8euDRUfGL3LV5Rs/DVzkw1lSnm7pslTbXd/o11k5fy7PXPwto96Hfl7e2sC5/HfX19Tx64FHDNvnogUdNydtb+e4YlWG320ed6012Zn4znm3U6Jrun7/22vf4zZnvwlzt2MpNo7Wu3q4tImwp2kJ7ezsPLH/A1fbh/PP1bEtGdd1StAVbpY26z9SN6SvqPlPnel/8ZLGrHG/yeeAPD3iVT319vam2HIrsw004++R4QQRXI3DTPP0hejWKEyweXRZhrHn6IfBlP+dOAFqBfLPXizfNU2NjoyXlBqItCRQzM0lfM1IzWpBANAKe+3bvFvnSl0Q++UmRK68UufLKXin82saAHGGDXWXoq7xArhOO6NehtgH3FVPeyjC6htnFCma0F0bl+aqDv+8904aY0RR61sGX1sZ9tZnR+W1tWhynO+7QrpF3m3a8roHydz96f+F5rBktoSe+UgkZpZPxd/+eMtI/x5vmyao+2Urwv9ruaZBGkEGQBpB7QO4Hud/g2CdIOIybuweLBTRm8ASkAM3ALD/nfgR4NZDrxdvgySqsDEjnrTP01qkGs4LHTLneOvi2NpHvfEfkppu0IIPr1mky0MMY+JNHOFcqBoL7dQL9w/EVJDNYubuX4f5n6K3O7oOdQFY0BjO4MtMm/A1wzNTN1+dAy2xrE9lkMz7u80+Xmxo8GcnaX33NDD4DbRuB1DXeBk/xiL/BUyxuicGTfwEZDZ4+BFSaOPcZ4LOBXC/eBk+nT5+2/BrhXtIequZJJ1g/HH+U7yh3zfC3bBEpLXW6Zvmf/7z/Mv5/9s48Pqrq7v/vbxbWQAgJW4KsAgERELTWBcGd+tSltXWptdpardpF69PW9tE2k9rNts/TRX1+1rbWWq300Vbr2rpUsFWgIBAMEIhAwIQsZN/X+f7+uDPDZJhJZpK5c2eG83695jUz95575ns+986d75zzPd8z2A+nXQzHeQrlYHj3DbUN/o5BMMJxjP0/f7BYm8HqG8iBC/XjH+jg+feIBOsxCfY5gzlPA5X18sYb1lqMp56qeuKJR+v4wlP9PzNUr9Vgi04HOnIDxT+FykMVikDbws3lpRqdPwKxJBb35GhjnCeH2mCjOE8BlUAPUA7c5Nn+GHBrQNlc4GW/92OAOiAzks9MNOcpEYmW8zSUH/RI/5UH+3GZfPcq3bYt/M+w42YeajjEy0C9e8EYSJdInadwh39C/ZCGcjRC2RWq7lDOQbB6wv0c/4d/IlL/zwzHhmDahHIo/B35xYtVsz4enr7B2he4LVS7wxluHa4N3s8ZjGhMfjAMjHGenHnYludJVa9V1Wmqmq6q01X1t57tN6rqwwFlD6vqJX7v21U1W1Wb7LIvHjh8+LDTJthCqDwu4eZFCpbrxZtXKdw8MK7VLuq/onyjvdG3be4flEkvruNjv3Cx3S/D2EC5hcKdYh1JfpqgOZPC+JzA/F0hbQ7Y590fVv6i1S60QI85V4G5qPwXvA2V3ynYsiWrH1s9YLv88U5Z1wINOn098HODtdO77E1gvYGByIELYIfKB+Zfl/e9a/XRafr+ujU0wP/+L9x3H2zZAmPHwtJ6F1+oVF8eMv86BiPS+8VAubL8z3EkNvgTjwv7DpdkvScboo9teZ6cINHyPCUiQ8nz5CXcfEDBch95twXbF0leHy9X71ZuucXKB5WVdXT7UPPMRHLcYGXLysp4rOyxkPmHAp26UHmpIrXLi7eOQM2D2RJo00Blva+DEZhHyPt+sPIDXVNeIr02gtnj36bA/ErByjQ0wAsvwK9/DZ2d0NgIJ5wA7R9y8dQXrASYoc7NYNfzzMyZHGw6Nu1dqNxiXi0Gc1IjsWHVzFWsu3FdyP1ehnO/MIRHOHme4g2T5ynOHok2bFdVVeW0CT7CHZ4K1g0/nDxCofb5PwfbFs7QoKqlsXdY4txzVU86ySqzaJEVg/K97/VfPyySIa6BPjeQSGZD+c8EizSvT7Bhs6G2JbD+wYayQsVH+dsbTrsCh8/CaYv/8JX/81Aeq363ql/dwYYVBwqM/8pfCvTsewv03HNVp09XnT3bGrILjLkL53vj35aqqqqw4rG8zwOdD/8yA7U1sLz3OdzrKtGG7eLpnhwuJOGwHS7W4GIPLt7HxTeD7B+Jiz959m/CxSzP9gtx8S4u3vM8n2dXG2wbtjMMTnZ2ttMm+BjKv/PhHjvYMJT3Odg27zGD4a/xm6uEnZ+0jt11lbButfCrPS5eeAHufsWqK5IlVyJZSiTUMNCgy6wEOc67PdhQUSDDWV7Ha5t3uDSULQWrCui5pwfX6uBDq6tmrjomN1Soa8a/TCTnObCd3mOCDflpgfbLZxR47PqD6/svKxNwjlyrXb5HoB77P6N0/d3Fv9IKaW2FadOsx1lnwd13c0w9ofBvs3eo86GdD0X0XfNmDA9Wr1fbUMOx4diVjMTTPfl4RQolFXgI+AiwCLhWCmVRQLGbgAYt0BOBnwH3e7bXApdqgZ4M3AD8wS47jfPkIE1NSR3SNSDem7o3RidUrE2wY7z43/i9N/XAMk1NTRSsKvDFvuz/jPVDt/gZZfbvFX3Txe9/Dz/+dyEHDkQWxzFUhyhkfR5nzJu4MDCOybvN/9l/+3BjtgaqY6Af1cL1hb5r2b+s17bA4R2vTv7xSMHe+8cTBa4lGOpH3N8pCNTFex344//e/3U4Q52BNvzjH1BYCG+/bb2vrIRx4yDlPBe/mibMeTz89fr8HeP1B9dTsKqA+/553zHlvM5qsD8ZENzxC6VzKPwdYv/rwK51B53keL4nxxEfAt7XAt2vBdqNNfP+8oAylwO/97x+BjhfCkW0QLdpgXoD13YCo6RQRtpipdPdd9F8JNqwXUdHR8w+a6gJ7wLxdsMPJ5HkYMcFDhME2xZquCKQYBrjsvI+nXWW6mmnWQ/vtsCV7MMl3GEM1dDT0r14h+0C6wwnh1IkdoQi1FBPsHPktcdf58DhnUjPd7BzO9D5DkeXQK39l2cJ185QOu3fr3r2vQU656bgNnzj5WPbOhiB1364tkVa1qvNUOoPh0QbtovlPTlakGTDdrj4BC5+4/f+elw8GFCmGNfRXJG42IeLnCD1vG5XG9Js8cgMYdHV1cWoUaNi8lmF6wtDDj9A5IHFQz028Dj/7V6C9T75r04fCcE0LlhVwA0z4TOPuticdvSf9K+mCb96HD4zo4CfX+HqF0g+GBEN93naGvScrHMFXW7EvxfJu0iv3YuoBgYNe4fevG31P3+j7x/d71j/3h7/wO9gi8T692wE6z3xrzPY8f6LFgf2kPl6wUL0rIQKSPfqO1jP3YEDcP/9oMUusrshe4eL1lbYfbXwvTTl9tsJ+zoK1HugxbIhdJv8g/MHuj58vb+DfJdDBY8PddHqeCaW9+TjmrHkSKFs8dvyiBboI57XwS78wAt5wDJSKCdhDeVdNCw7B8DMtnOQtrY2xo6NzSSJwW6k4f4QB5s9E5Hz5PmRDGcF9oFuzgPV41/HQBr7z4j61wXC7N8ro0bB1Kkwfz7ceivHrG4fzR+MUDPTQhE4oy7UD91w7fPWETjbcSBav9bK2LFjB52lFe4P82AzxIKVD7Q1mKPl5c7n7uy3npqXgWasDTS7b8L2AjK2uJg/H5YsgZ9PEOq/osc4TuGen8AZil5nDhjQcQ42QzUSwrlP+Dtdg5Fos+1ieU+OFsk2204K5QzApQV6sef9twC0QH/oV+bvnjIbpFDSgCpgkhaoSqFMB/4BfFYL9G3bGuF0912UugAvBR4REW1ra9Pm5mZtamrS9vZ2raur0+7ubq2urla3262HDx9W1aOZZA8fPqxut1urq6u1u7tb6+rqtL29XZuamrS5uVnb2tq0oaFBu7q69MiRI9rX1+db/8hbh/e5qqpKe3p6tLa2Vjs6OrSxsVFbW1u1tbVVGxsbtaOjQ2tra7Wnp0erqqq0tbX1mDoqKyu1r69Pjxw5ol1dXdrQ0DDkNn3txa8F7Y7/r1f/65g2/ecL/xlWm3bt2nVMm77+0td9bfIeW/BmQdA24cLXpm/+7Zs+m4Z7nrz1Bp6nYBr7t+mu5+/Rb3+7TXGh8+d365Il3Tp7dq/Om9etq1f36muvHel3rHe4YqjnKdQQyb2v36t1dXWKC921a9cxbcLFMdeev8aRXnvBznVgm7zXSqihIG+bcKH7PeOd3vfV1dWeIatvhGxv4PfJq633uaqqSr/9xrd9xzQ2NioutLW1NaRNdz1/V79ZZqHO0+7du33nyXus9zzd9fxd/ewIvPa2bm3QL33J0mfu3G6dNatXTzmlW888s0cfeKBJa2vD/z6FOk+48NXhr0uwx92v3B302rv39Xsj/j5982/fHPC+h4uI2rRr164hXXvDue8N517uvY7t+D7Z1SaSb9guDRf7cTEbFyNwUYSLkwLKfBEXD3teX4OL//O8nuApf6XtbXBaxGg+Ei3mqbGxMWaf5b0BD5dwYxgCP2+gdbiiYVuoOgbTGBdaX6/6mUcL9M47rTio6dNVFy600hpcfbWVIdqbziBaOvrXFUk2awaIw4l2NnT/tgZOex/ItsHWXAulob8e/tv8lxzxfw60xZ/BtPC/joNpGmqa//79VsqBhQut42bMUJ0/P3jai0gJtjafqvpSJ9z9yt39bHaCSK+xRIt5iuU9OVokm/OkquDiElzsxYplusez7bu4uMzzehQunsZKVfBvXMzxbL8XF2242O73mGxLG5wWMZqPRHOeYhmc6KTzNFiuomj86IeqYzCN/e2sr1d97jnVlStVJ32yQOfMUT35ZA0ZCDxcu4OdE1z0C8ofqGw49UVKOPmXAs8ZLoLqHConUSg7QwUoh7Jp5s9mDvm8+F/HA32uP/X1qt/9ruqFF1q5myZcUaD5+dbSK/4O9lAJ1sPkT7Cg/Hgn0ZwnEzAeH85TIjzSbBsPNAxKW1tbzIITh5PvJ1xCBbz6LwMRzSDnflnGPc+BBNN4IDtdl7uYORNO+WshY8bC2BIXGbtczD3kYs4cK6jc25bhMtg5cSIYN5yJAP4B2l4Gu5ZDBYT3i3Fb7QoayxYq7smbZdsbpzTUcxIyri5ge20tjBljZQqvqYHcIy5OWwNf+QrMnj2kjz6GwNgyf52+fPKXfRrH4vt8PBLLe7IhsTEB4w7S29tLWlpi+a/hBoB6A0vDWY5lqITjiA2mcbClNvy3X/SOUjTRRXW+fe3wxzvbLlDjUIHG4S55MxRC6Ru43bXOxb1n33uMzuEeP9C+wQLV/WfzaYEG1SnYtmDXcSgtv7S4gO+eZx3/9NPQ0gJ1dXDBBccu7xMpgwXY+5/HZL5fxAuJqHGyBYwnCiZJpoPU1dU5bYKtBEsiOZQf9aEm4XOtc0WkcbAFdV89U5ieBzPLjv2nX7i+kLN+vXpItoW0YZBekEAtop2o05/ApJQDJdG081r2b9+qmav67fMmSvVuD+aIhDtjz6tl/Vesz3pumfU8q8zF009bZT75SbjsMvj61+G884bnOPl/pv/5C9zvxcn7RTIlwhyIZL8nG6KHcZ4cZMqUKU6bYBuhhhWG8qM+2DIuobIcF64vDKmxtx4v3iVDAn+cAd4dV0hONiz809Eftvl/VM56TXnn8Hr+8Q8r7UEsGM4yOpHif64Gc9K8OodzfoItGRLqmMCy3mzl/kPBWqBhLVIbDtu3w7e+Zb3+9ret5927rd6m2k3gv8IAACAASURBVFrLWZo3b/hO02AEy4bu5P0iltedkyTzPdkQZZwOuormI9ECxr3TUROJoQaADie4OlRw7GBBs/hNq460/sCA3f37Ve+8U/WE6wt8s6xmzLDKnXeetS8aQcOqA2scaGukQeXRINjnBNN5KPYMdExgtnD/APZggeMDBZMHauw/WSD7E8Hr888UbgeDZZ538n4x1Gsr0QLGE/GejAkYd8bf8DQk6ojIo8BHgRpVXezZ9idggafIBKBRVZcFOfarwOcBBd4DPquqnYN9ZqLFPCUiA8UwRDOBZDixPJFkQx5ouDBYvIy3Hv/6Gxpg2zb41KurqR59bCLFE/YVcGW2a9gBxIEar35sdcjEjeEkG402Q0n0GC6RJlwNtCNU4tHAbf4ab98ODz9sPVdUWEHhra2QkQF7PyV8q0u5+eboBYUnCtGIp0u0mKdExMQ8OYSNnuU5wHKgOMT+/wa+E2R7HnAAGO15/3/AjWF5gqbnyXYi6RVRjU7uoVD/egere6CeJ/9jQ+UlClW/txfq3HOtY+bPt3qhZs9Wzc9XvfZa1d//fujr5AVq7G9XoI0D7YslwXQeyrm3K/1DINu3H9TNm1WfeMLqbcrPt87hzJnW67PPtvbhIiq9idHA9DzZTyLekzE9T448bIt5UtW3gPpg+0REgKuAp0IcngaMFpE0YAxwOES5hCY3N9dpE2zHzliJcP79htK4XxxVmFPVvcyeDd/5Dvz4x9b7M86AsWNB1eqxePNN+NGP4Oab4a9/jX48VKgYIScJpvNQer6G21s20LqIXg4cgF/+cjzf+AYUFMD774PbbT2mTYNVq+CBB+C666xj7Y5vCpeh3i+Ol2DvaHA83JMN0cGpgPGVQLWqlgbuUNUK4KfAIaASaFLVV2NsX0yoqqpy2oRhE0kA91AZak6bglUFg2o8VPuzsuDUUz2BvQVw8cWQlwcjR8KIEdDTA7t2WU7Ut75lDQlFQii7Vs1cFTJ428ncP/FyLQdN57DaRUMDbNliObOFhbB+/Wjefx+6uiA1FVJSYNYs+OY34Yc/PLqmYTwtfDtUjaPxB+Z4ySsVL9exIf6xNc+TiMwCXlRPzJPf9v8HvK+q/x3kmCzgz8DVQCPwNPCMqj4R4jNuAW7xvF1x4MCBqNlvN2oNNTptRkTU1dWRnZ0ddN/s38/mwA0H+Pn2nwdddPWOpXdw57I77TaxH/4aD2aX1/6h0NSUws6dabz88lg2bhxFc7OQng4iMGaMkpvbyxVXtDBqlHDSSd2ccEJfyLoCNR7IruHYHE3i9Vr2Py/796dRU5NGXx90diopKSn09gozZnQzf34v113XwqJFvU6bHJKhauzkNTLQ/SIeidfreCBmz55tYp4cIObOk2corgJYoarlQY75JLBGVW/yvP8M8GFVvX2wz0u0gPHa2lpycnKcNiMiBgoADTdYN5aE0tguWxsa4K234LnnrCnulZUwZw5UV0NfnxWMnJ0Nn/0sLFgAc+ceO+09UOOB7IpmkP5wiLdr2f88vP8+7Nt3tIcpMxPa2zuZOnUUJ59s5W4abrLLWBCJxnYmT42ERAsYj7frOBxMwLgzOJFK9QKgJJjj5OEQ8GERGQN0AOcDW2JlXCwZP3680yZElXjs2o9E42jYn5UFl18O55xj/Xg//LAVS+N1nDo6oLjYirWZMcNyoAb78R7IrnhwnCB+ruUDB+Cf/4T162HDBmhstBym1FRrf08PTJoEs2Z1ct11oxLCafISicbhLLNjOJZ4uY6jiQh+M99ZHGT/dcDdnretwG2qFMXQxITENudJRJ4CVgM5IlIOFKjqb4FrCAgUF5Fc4DeqeomqbhKRZ4CtQC+wDXjELjudpL29nREjRjhtBhCdHoxgxzvtUIXSOJhd0XREvE7UkiVWeoO334bXXoPmZkhLs2JtSkuhpAT27oX5862yCxZAdnb/UMR4cZAGwslr+cABS+PaWvi//4PDh63XI0dagfwtLVbaAX9nNTu7maVLJzhi71CJp/tFspKkGj8GPAg8HmL/AWCVKg0ifATr9/b0GNmWsJi17Rykvb2dMWPGOG0GEP6/00Trho8XjQcaRsrIsNZKS0mxekUWLGji3HMzWbAgMYaTILY6NzRY+jU3W8Oiv/udNSxaU2PNeJwwwerh6+qCnBzIzT12mDTRrmMYusZODu0mms7xcr+IhHCG7USYBbwYrOcpoFwWUKxKXhRNDPI5ZtjOMAz6+kIHDSczsbyZx4vG/sN527bBM89YvU5VVdaPfHo6jBpl9ZgcOjSGf/3LcqRWrIDTTiPuHSm7dfY6TBUV8Pe/W9rV1kJ7u5UeYuxYS8O+Put9VhacfjqsXg0rVyZHgsuhapwIPZfxQrzcLxzkJuAVp41IBIzz5CBO9/oFBpV6p8XbHVRauL4wZjf0cDWOlUOXlWUtKHvKKUedgb/9zRrWq6uD7m4YOVIZO9ZyDp5/3tof746UHddyMIepogKamixHCWDcOOt1W5vVk7dokTU8d8UVlqMaTxoNF6fvF8cDialxTppIv7jgR1QjD3UR4Vws5+nsqJmWxJhhOwfp6Ohg9OjRTpsBxHbYLpYBrANp7O8wORlU6132Zc8eKxfR22930tIyiu5uyzEYO9bqYenqsnJITZoEZ54JZ59t9bRkZlo5poLN3IsV0biWvTqUl1uO0NtvH+sweb/eKSlW8Hd2NpxwgpXc8oILQs9gDCTRhpMgvu4X4ZJoOieixtEYthNhCfAs8BFV9kbfysDPM8N2hmGQiF9UfyLprXGql2sgjWPZAzYQ3t6o886zHIhXXqmnqSmXLVtg8+ajPVIjRliOVH09vPKKFT/lnUk2b57V43LBBVYMVV+f1TsVq+GqSK9l/16lpiarDf/6l+UwNTRYjpGq1Wa3++hsub4+K6YpN9dylNascd5xjBWJfr9IBI5HjUWYAfwFuD4WjlOyYHqeHKSnp4d07/iDw4TrCPn/kxxqb00se3kG0jjUkiaxzoUTiFfjwB4pryPldsP48dZQVUqK5VC43ZazoWr10GRlwZQpcNVVVtB0tBypUNdJMJ39A7tbWiwnKTPTikl6/XU4dMiaaehdGmXUKOjttexvb7fqSE+3HKloO0yJ1iMC8XW/CJdE0zkRNR6s50kE38x3oBooANIBVHlYhN8AVwIHPYf0qmJrr5DpeTIMi4aGBiZPnuy0GUDyBpUGahwqeSAQd7lwAnukvI7Ue+/B/v2wc6flOHV3W5nMx42zHKreXut5xw6rbG6u1TN1//2DO1CBPUKZmdZ27+vC7YWc0uQ6Zp9qKxMmZB3jIFVWWqkD6uqssqpHh95ErEdamuUEjhxpzZLr6bG2ZWZaDuDx1sMUini6XyQryaixKtcOsv/zwOdjZE7SYJwnB5k0aZLTJkTMz7f/nF/8/ugSJ0MZfotl7qdAjUMlD3R6Yd3BCHSk/B2czk4rv1F1tfW6r8/quUlNtYa9vE7V++8P7Dw1NMBjj1kLG2/bdrQ3CywnB4Bb4HZPrn//faoT/F4fdZBGjLB6lFQth6iz03KUxoyxHCxV65jUVGttudmzrXxXubmW3ePHH98Okz+JeL9INIzGhnBxamHgqCIil4rII2Dl6WhpaaG5uZmOjg7q6+vp6emhpqYGVaWyshKAw4cPA1BZWYmqUlNTQ09PD/X19XR0dNDc3ExLSwvt7e00NjbS3d1NbW0tbrfbt3iktw7vc3V1Nb29vdTV1dHZ2UlTUxNtbW20tbXR1NREZ2cndXV19Pb2Ul1dTVVV1TF1VFVV4Xa7qa2tpbu7m8bGxrhq0xcWfIHWr7XS+rVWADru7qD2S7Xce/a9VFdXB60jsE13LrszZm0KprG3TYDvPH3rjG+FPE/htCma56mjo2PANmVlQW7uYS6/HC644DC33AI/+MERvv3tXu6/v4kf/KCL88/vJD+/B9U+Ght7GDmyl+zshgHbtHv3ERob3XR1dSHSR0pKL93dfTQu+w6HbxEO32J5UN7XTacU0NXVQ2oqdHb2YEnaQ2+v4nb3MHp0H52dvXR19QF99PT0kprah0gvY8b0sWBBF9/7npu7727ggQfgjjtq+MEP4PLLrbaddFI1y5b14naH932K5Dx1dnbGxfcpkjbt2rUrIe4R/m3q6Ohw/PsUSZu8Gg/nPMW6TQZnMDFPhoiIRsxTvBAv68IFEo04Ef/eqXCDx8PpeTp8i5D7iLWxf89T/9cpKUfjrj77WSuI3X+oL9YB7YEkWixOomJ0th+ztp0zmGE7Bzl8+DC5ublOmzFknF56JRwG0jgeHadokZUFp55qPSI55sYbraSSoWKertgO//u/x+7r7a0lOzsnrhykZCPR7xeJgNHYEC7GeXKQRP+SJoLzkegax5rBnK6CzAIuXx1sT2KtRJ+ImGvZfozGhnBJipinRMU7vm2wD6NxdAnlMBud7cdobD9GY0O4GOfJQaZOneq0CUmP0Tg2GJ3tx2hsP0ZjQ7gY58lBjhw54rQJSY/RODYYne3HaGw/RmNDuBjnyUGyTPIa2zEaxwajs/0Yje3HaGwIF+M8OUhLS4vTJiQ9RuPYYHS2H6Ox/RiNDeFim/MkIo+KSI2IFPtt+5OIbPc8ykRke4hj7xCRYhHZKSJ32mWj0xxvC1A6gdE4Nhid7cdobD9GY0O42Nnz9Biwxn+Dql6tqstUdRnwZ6yVnPshIouBm4EPAUuBj4rIPBvtdIyenh6nTUh6jMaxwehsP0Zj+zEaG8LFNudJVd8C6oPtExEBrgKeCrJ7IbBRVdtVtRdYD3zMLjudRCS+11NLBozGscHobD9GY/sxGhvCxamYp5VAtaqWBtlXDJwjItkiMga4BDghptbFiNTUVKdNSHqMxrHB6Gw/RmP7MRobwsWpDOPXErzXCVXdLSL3A68BrUAR0BuqIhG5BbjF730iLW4nQKItDpdoNieavWBsjgWJZi8Ym2NBotkLMMZpA4ZArdMGDBdbFwYWkVnAi6q62G9bGlABrFDV8jDq+AFQrqr/G0bZhFpsUEQeUdVbBi8ZPxiN7SfRNIbE09loHBsSTWejsSFcnOh5ugAoGchxEpHJqlojIjOAjwNnxMy62PKC0wYcBxiNY4PR2X6MxvZjNDaEhZ2pCp4CNgALRKRcRG7y7LqGgCE7EckVkZf9Nv1ZRHZhXchfVNUGu+x0ElU1X1SbMRrHBqOz/RiN7cdobAgX23qeVPXaENtvDLLtMFZguPf9yiF+7CNDPM4QPkZj+zEa24/RODYYne3HaOwAtsY8GQwGg8FgMCQbZnkWg8FgMBgMhghIKOdJREaJyL9FpMizdEthkDIzReQNEdkhIutEZLoTtiY6IpIqIttE5MUg+0Z6ltp5X0Q2eWZVGobAIDqfIyJbRaRXRD7hhH3JwCAa3yUiuzz3izdEZKYTNiY6g2h8q4i851mW618issgJG5OBgXT2K/MJEVERMTPwbCShnCegCzhPVZcCy4A1IvLhgDI/BR5X1SXAd4EfxtjGZOEOYHeIfTcBDap6IvAz4P6YWZV8DKTzIeBG4I8xsyY5GUjjbcCpnvvFM8CPY2ZVcjGQxn9U1ZM9y3L9GPif2JmVdAykMyIyDvgKsClmFh2nJJTzpBatnrfpnkdg0NYi4A3P6zeBy2NkXtLg6a37D+A3IYpcDvze8/oZ4Hwx6xpEzGA6q2qZqu4AEinxa1wRhsZvqmq75+1GwPRUR0gYGjf7vR1L4iWhjAvCuC8D3IfloHbGxKjjmIRynsDXbbkdqAFeU9VAD7sIuNLz+mPAOBHJjqWNScDPgW8Q+kc7D/gAwLP+YBNgNI6cwXQ2DJ9INL4JeMVec5KSQTUWkS+KyD6sH/avxMqwJGNAnUXkFOAEVQ05pGeIHgnnPKlqn6f7dzrwIRFZHFDka8AqEdkGrMLKZh5yeRdDf0Tko0CNqr47ULEg28y/yQgIU2fDMIhEYxH5NHAq8BPbDUsiwtVYVR9S1bnA3cC9MTEuiRhMZxFJwQqh+M+YGnYck3DOkxdVbQTWAWsCth9W1Y+r6inAPZ5tTbG3MGE5C7hMRMqAtcB5IvJEQJlyPIs1e5bbyQTqY2lkEhCOzobhEZbGInIB1r3iMlXtiq2JCU+k1/Fa4IpYGJZkDKbzOGAxsM5T5sPA8yZo3D4SKs+TiEwCelS1UURGA68C9/t3U4pIDlCvqm4R+T7Qp6rfccjkhEZEVgNfU9WPBmz/InCyqt4qItcAH1fVq5ywMRkIpbPf/sew1oh8JpZ2JRMDXMunYMXtrVHVUidsSxYG0HieV1sRuRQoMGuxDZ3B7heeMus8ZbbEyq7jjUTreZoGvCkiO4DNWDFPL4rId0XkMk+Z1cAeEdkLTAG+74ypyUWAxr8FskXkfeAu4JvOWZZc+OssIqeJSDnwSeBXIrLTWeuSg4Br+SdABvC0Zyr98w6aljQEaPwlT2qZ7Vj3ixscNC2pCNDZEEMSqufJYDAYDAaDwWkSrefJYDAYDAaDwVGM82QwGAwGg8EQAcZ5MhgMBoPBYIgA4zwZDAaDwWAwRIBxngwGg8Fw3CIiPxGREs/i0M+KyIQByh6zMK+IPCYiBzyzNbeLyDLP9kwReUGOLmT/2YC6xotIhYg8GIaNIiLfF5G9IrJbREyWdocxzpPBYIgYEWkVkVki0uH5MdktIv8WETMN3RC3iMhqT940f14DFnsWh94LfGuAKkItzPt1VV3meWz3bPsisMuzkP1q4L9FZITfMfcB68M0/UasxMT5qroQK1GmwUGM82QwGIbDPlU9xXNDvwb4auA/bIMhnlHVVz1rdMIAi0OHuTBvv6qx1lYVrFxi9XiWChORFVh5CF8N+IyLRGSDiGwVkadFJMOz6zbgu6rq9thcE3YDDbZgnCeDwRAVVHU/VhJEM6RgSFQ+R+jFoQdamPf7nmG/n4nISM+2B4GFwGHgPeAOz8oXKcB/A1/3r8CzOsa9wAWquhzYgvV9ApgLXC0iW0TkFRGZN/QmGqKBcZ4MBkM02QrkO22EweCPiGzyZDj/DdYacd74pIv9ytyD1TP0ZJDjB1qY91tY1/xpwESsxY8BLga2A7nAMuBBERkP3A68rKofBNTzYWAR8LbH1huAmZ59I4FOz7I2vwYejVQDQ3RJc9oAg8GQVIjTBhgMgajq6eBbF+5GVb3Rf78nVu+jwPkafNkN78K8lwCjgPEi8oSqflpVKz1lukTkd8DXPO8/C/zIU9/7InIAy8k6A1gpIrdjDeeNEJFW4G2sJceuDfL55cCfPa+fBX4XsQiGqGJ6ngwGQzQ5heABtQZDXCIia7B6iy5T1fZgZVT1W6o6XVVnYcX2/UNVP+05fprnWYArgGLPYYeA8z37pgALgP2qep2qzvDU9TXgcVX9Jla81VkicqLnmDEiMt9T13PAeZ7Xq7AC2w0OYpwng8EQFURkFvBT4AFnLTEYIuJBYBzwmmco72EAEckVkZfDOP5JEXkPK64pB/ieZ/t9wJmefW8Ad6tqbahKVPUI1qy6p0RkB5Yz5R0C/xFwpaeuHwKfj7CNhihjFgY2GAwRISJpQDWwAquXqQRrKKMF+H+qaoYUDAZDUmNingwGQ6SchJWioAwY7bAtBoPBEHPMsJ3BYAgbEbkVeAprSrXBYDAcl5hhO4PBYDAYDIYIMD1PBoPBYDAYDBFgnCeDwWAwGAyGCDDOk8FgMBgMBkMEGOfJYDAYDAaDIQKM82QwGAwGg8EQAcZ5MhgMBoPBYIgA4zwZDAaDwWAwRIBxngwGg8FgMBgiwDhPBoPBYDAYDBFgnCeDwWAwGAyGCDDOk8FgMBgMBkMEGOfJYDAYDAaDIQKM82QwGAwGg8EQAcZ5MhgMBoPBYIgA4zwZDAaDwWAwRIBxngwGg8FgMBgiwDhPBoPBYDAYDBFgnCeDwWAwGAyGCLDNeRKRR0WkRkSKA7Z/WUT2iMhOEflxiGO/6tlfLCJPicgou+w0GAwGg8FgiAQ7e54eA9b4bxCRc4HLgSWqehLw08CDRCQP+ApwqqouBlKBa2y002AwGAwGgyFsbHOeVPUtoD5g823Aj1S1y1OmJsThacBoEUkDxgCH7bLTYDAYDAaDIRJiHfM0H1gpIptEZL2InBZYQFUrsHqkDgGVQJOqvhpjOw0Gg8FgMBiCkubA52UBHwZOA/5PROaoqnoLiEgW1tDebKAReFpEPq2qTwSrUERuAW7xvF0hInbabzAYDAZD3KCqqGpC/fCJyN9Udc3gJeOXWDtP5cBfPM7Sv0XEDeQAR/zKXAAcUNUjACLyF+BMIKjzpKqPAI8ApKSkqNvtttH86NLT00N6evqg5fbs2cOCBQtiYNHglJWVMWvWLKfNCJtwNY4nEk1jSDydjcaxIdF0TkSNRaTdaRuGQI7TBgyXWA/bPQecByAi84ERQG1AmUPAh0VkjFjdSOcDu2NqZYxoaWlx2oSkx2gcG4zO9mM0th+jsSFc7ExV8BSwAVggIuUichPwKDDHk75gLXCDqqqI5IrIywCqugl4BtgKvOex8RG77HSS0aNHO21C0mM0jg1GZ/sxGtuP0dgQLrYN26nqtSF2fTpI2cPAJX7vC4ACm0yLG3p6esyX1WaMxrHB6Gw/RmP7MRobwiXWMU8GP/yD2+vq6sjOznbQmuTETCCIDUZn+3FaY7vuUT09PZSXl9PZ2Rn1uiPF7XaTkhKfC2+MGjWK6dOnJ1xMVrJinCcHSU1N9b2ura01zpMN+GtssA+js/04rbFd96jy8nLGjRvHrFmzHHcQ+/r6HNc5GKpKXV0d5eXlzJ4922lzDJi17Rylu7vbaROSHqNxbDA620+yatzZ2Ul2drbjjhNYTko8IiJkZ2fHRe+cwcI4Tw4yZswYp01IeozGscHobD/JrHE8OE5A3A7ZQfxoZLCI3yvlOKC5uTmscg+894DNliQv4WpsGB5GZ/sxGttPX1+f7/Ull1xCY2Ojg9YY4hnjPDlAQwOUloLIxLDKP7TzIZstSl4mTgxPY8PwMDrbj9HYftLSjoYBv/zyy0yYMKHfflUlkRIxG+zDOE8xpqEBnn4aXn8dHn20hYYGpy1KbmpqQq09bYgmRmf7MRrbxxVXXMGKFSs46aSTeOQRK63grFmzqK2tpaysjIULF3L77bezfPlyPvjgAzIyMrj77rtZsWIFF1xwAf/+979ZvXo1c+bM4fnnnwes7OorV65k+fLlLF++nHfeeQeAyspKzjnnHJYtW8bixYv55z//SV9fHzfeeCOLFy/m5JNP5mc/+5ljWhjCIymcJxG5VEQeAWhvb6elpYXm5mY6Ojqor6+np6eHmpoaVJXKykoADh8+DFgXsqpSU1NDT08P9fX1dHR00NzcTEtLC+3t7TQ2NtLd3U1tbS1ut5uqqqp+dXifq6ur6e3tpa6ujs7OTpqammhra6OtrY2mpiY6OzspLW2gu7uPjIwGMjIy2bmz2ncsQFVVFW63m2+8/A2kUJBCa5zb+/qe1+5xtE0dHR3HtKmuro7e3l5fGwLr8LaptraW7u5uGhsbY3aepk6dOqTz5GSbOjo6bLn27GyT9994rL9PQ21TZ2dn3N4jQrXJq7FT36cjR45E3KaOjo6wzlNPTw+qSk9PD263m97eXvr6+nwP7za3201PTw/vvKN873u9bNhwNJC+u7v7mDrcbne/evzr8JYFePjhh3n33XfZsGEDv/zlL33nz1t+z549XHfddWzZsoW8vDza2tpYuXIlW7ZsYezYsdx777289NJLPPvss3z7298GICsri1dffZVNmzbx1FNP8eUvf5m+vj6eeOIJLrzwQrZu3cq7777LkiVL2LJlCxUVFWzdupX33nuP6667Lmib3G73MefJ4AwSr7MLhkIirG3n7Xnq64OWlkZuvnkCbncdtbW1/davq6iooKSkhKVLlzLpoUkc+eIRioqKyM/PJy8vzzH7E22tqsOHD5Obm+u0GRGRaBpD4ulsNA6fiooKSktL2bJlC6eeeirz5s0L+x4Ujs67d+9m4cKFYduzYQOcfz50d8OIEfDGG3DGGWEfHhSXy8Wzzz6LqnLw4EH+/ve/c80117BlyxZaW1s599xzOXDggK/8yJEj6ezsRET4zne+w8iRI7nnnntwu91MnDiRxsZGmpqa+NKXvsT27dtJTU1l7969tLe389Zbb/G5z32OT3/601xxxRUsW7aMhoYGTj31VC655BL+4z/+g4suuiho8HowrUSkXVXHDk+B2CIiW1T1VKftGA5J0fOUSGRlwSc/CRdcADffPIGsLCt/ipe6ujoASktLWbp0KTk51vqJOTk5LF26lNLSUkfsTlQS6Qc9kTE6249TjlNJSQmLFy9m4cKFLF68mJKSEioqKmJui5d16yzHqa/Pel63brj1reP1119nw4YN7Nixg1NOOeWYlABjx/b3TdLT032z31JSUhg5cqTvdW9vLwA/+9nPmDJlCkVFRWzZssXXQ3bOOefw1ltvkZeXx/XXX8/jjz9OVlYWRUVFrF69moceeojPf/7zw2uUwXaM8+QAWVmQkwM7d1YfE/PkdaRaW1t9AaJfPOmLgBUw2traGlNbEx3vsIDBXozO9uOExv5/4lJSUuLiT9zq1VaPU2qq9bx69fDqa2pqIisrizFjxrBjxw42btwYDTNpampi2rRppKSk8Ic//ME3k+/gwYNMnjyZm2++mZtuuomtW7f6hkavvPJK7rvvPrZu3RoVGwz2YTKMO8DRobsp7NoFy5alkJnZf7gxIyOD+vp6cnJy+PLJXwagvr6ejIwMJ0xOWEyPSGwwOtuPExr7/4nz4vSfuDPOsIbq1q2zHKfhDtmtWbOGhx9+mCVLlrBgwQI+/OEPR8NMbr/9dq688kqefvppzj33XF/v1bp16/jJT35Ceno6GRkZPP7441RUVPDZz37WF9f2wx/+MCo2AIhwAvA4MBVwA4+o8osgd1dQYgAAIABJREFU5VYDPwfSgVpVVkXNiCTEOE8OUFtrdTlnZDTQ2ppFQ0PqMc7TvHnzKCoqYunSpb7gUG/MkyF8qqurmTJlitNmJD1GZ/txQmP/P3Fe4uFP3BlnDN9p8jJy5EheeeUVwApc964dV1ZWBlghE8XFxf2O8XceXS5X0H3z5s1jx44dvu1eh+iGG27ghhtuOMYOG3ubeoH/VGWrCOOAd0V4TZVd3gIiTAD+F1ijyiERJttlTLJgnCcHyMmxupybmsYzYgRkZfUdU8YbkFlcXExJSQn5+fmOB4snIma9wNhgdLYfJzQ+3v7E+ed5ShZUqQQqPa9bRNgN5MFR5wn4FPAXVQ55ypm8GIOQfFdKApCVBRdeCO++28qKFZl0dwefIZiXl0deXh7Tpk3rNxPPED5NTU3mhz0GGJ3txwmN/f/Ebd68mbFjxyb1n7i+vr4EdKBy0kTY4rfhEVUeCVZShFnAKcCmgF3zgXQR1gHjgF+o8rgNxiYNiXaVJAUNDfDaa9DZOZr6+uAxT4boEDhLxmAPRmf7cUpj75+4jo4OVg83OjvOiee17UJT26vKoNP+RcgA/gzcqUrgWj9pwArgfGA0sEGEjarsjbq5SYJtV4qIPCoiNSJSHLD9yyKyR0R2isiPQxx7h4gUe8rcaZeNTuGNeZo8uYe+PmhoSHXapKSlq6vLaROOC4zO9mM0tp94zxM4VERIx3KcnlTlL0GKlAN/U6VNlVrgLWBpLG1MNOzseXoMeBCOdv2JyLnA5cASVe0SkWOC0kRkMXAz8CGgG/ibiLykqkmT4Mgb81RVlUZXVwP79/+bAwcaqaysJCUlxQzRRZHE64JPTIzO9uOUxt4kmZs2bWL06NERJclMNLy5m5IJEQT4LbBblf8JUeyvwIMipAEjgNMBs0bMANj2bVTVt0RkVsDm24AfqWqXp0ywoLSFwEZVbQcQkfXAx4CgvVSJiDdR5pYtlbS1HWTq1FlkZmYyadIkXnzxRebOnZu0NyeDwZA4+K900NbWxuLFiykqKgIw96jE4SzgeuA9EbZ7tv0XMANAlYdV2S3C34AdWOkMfqNKcdDaDEDsk2TOB1aKyCYRWS8ipwUpUwycIyLZIjIGuAQ4IaZWxoCsLKir28O0aSeTkpLtS0CXn59PaWmpL9O4YXh4s/0a7MXobD9OaByPSTLtZLDlyjZu3Mjpp5/OsmXLWLhwoS9Nwbp163wL/wbDydQOqvxLFVFliSrLPI+XPU7Tw37lfqLKIlUWq/JzxwxOEGLdD5wGZAEfBk4D/k9E5qjfFauqu0XkfuA1oBUowspTERQRuQW4xfvem5sj3mlqSuHFF0ezYEEf9fW9rFpVw8iRI2lpaeHQoUP09fUxd+5cAMrLy33p/50m0Zy6np4eGgLTuMc5iaYxJJ7ORuPw2LdvHzNmzKC1tZXq6mrKyspwu93s27cvrLUBw9G5t7c3buK5VNWXCTwYn/nMZ3jyySdZsmQJfX197N27l66uLl5//XUyMjJYsWJFyGOj0cbe3t6E+Y1LdmLtPJUDf/E4S/8WETeQAxzxL6Sqv8Uao0VEfuA5Liiq+ghY0zJTUlI0URb7LC21kmTOmTOS3t4sRo8eyaxZs6iqqmLu3LlMmzbNd3Pq6uqKq0VM48mWwairq0vIKfSJpDEkps5G48GZO3cu48ePJycnhylTpjBr1ixqa2uZO3du2PqFszDwUP4cuta5cK12RXxcIA8//DAPP2x1wDQ1NTFr1iw2b97MF77wBd58802ysrJYu3YtkyZN4siRI8ycOdNn77JlyygrK+M3v/kNqamprF27lgceeIDp06fzqU99it7eXtasWQMQlT/AaWlpCXfdJiuxHrZ7DjgPQETmYwWm1QYW8gaSi8gM4OPAUzG0MSbk5MDMmdP5978r6OpqJzOzh9raWkpKSpg3b17I4xLxH7OTZGZmOm3CcYHR2X6c0NibJLO2tpbMzExfksyB7lGxonB9YVTqufXWW9m+fTubN29m+vTp3HXXXbS1tbF8+XK2bt3KqlWrKCy0PuurX/0qCxYs4GMf+xi/+tWv6OzsZNasWdx666189atfZfv27axcuZI77riD2267jc2bNzN16tSo2GmIL+xMVfAUsAFYICLlInIT8Cgwx5O+YC1wg6qqiOSKyMt+h/9ZRHYBLwBfVNXEGQ8Ik6ws+PjH+7j44omMHr2Lt99+m+LiYubMmTNgIKZ34WBDeBhnMzYYne3HCY3z8vLIz8+nuLiYHTt2UFxcnLRJMu+44w5WrVrFpZdeSkpKCldffTUAn/70p/nXv/4FwHe+8x22bNnCRRddxB//+Edfr1Igb7/9Ntdeey0A119/fWwaYIgpds62uzbErk8HKXsYKzDc+36lXXbFE5MnT2b9enC7T6WtDZYunUpNzR6nzUoqzHprscHobD9OaRxPKx241rn69ThJoZVaoGBVwbCG8B577DEOHjzIgw8+GHS/fwqDuXPnctttt3HzzTczadKkkE5tMqY9MBwlEdOpJg07d1bT1wdTp/bS12clzzREl8OHDzttwnGB0dl+jMbgWu1CCxQtsOYYeV8Px3F69913+elPf8oTTzzhm9Hodrt55plnAPjjH//I2WefDcBLL73km5FXWlpKamoqEyZMYNy4cbS0tPjqPOuss1i7di0ATz755JBtM8QvJrOdg5x00hR27YKKijRSU604qJogma/8VzQPhfffT6IF7dpNbm6u0yYcFxid7cdobA8PPvgg9fX1nHvuuQCceuqpjB07lp07d7JixQoyMzP505/+BMAf/vAHvvrVrzJmzBjS0tJ48sknSU1N5dJLL+UTn/gEf/3rX3nggQf4xS9+wac+9Sl+8YtfcOWVVzrZPINNGOfJQfbvf5dp0zo4cKCKUaNGcfjwcoIlEQ7HIfLGQhnnqT+HDx82PzoxwOhsP0bj/hSsKohKPb/73e98r7u7uxkxYgRr167lvvvu47777utX1tubFMj8+fPZsWNHv20bNmzwvf7mN78ZFVsN8YNxnhyioqKCxsZGFi5cxrvvzqGq6ggFBcWcdNJOzj3XLNMSLcyPTWwwOtuP0bg/0UhTEMiIESOiXqchOTExTw5RWlrK1KlTUc2mubmNvr5DnHTSEkaPnsHixYvZv38/FRUVTpuZ8FRVVTltwnGB0dl+jMb209PTA0Bra6vDlhjiHeM8OURraysLFiwgJwcaGo7Q2zuVadMmk57ehIj4lmkxDI/Jk49Ze9pgA0Zn+zEa249Z4NoQLsZ5coiMjAz27dtHVhbMmbOf2bP7OO20RiZNSvMlpAv892Ny6UROfX290yYcFxid7cdpjcOZuJLomDUaDeGSFM6TiFwqIo8AtLe309LSQnNzMx0dHdTX19PT00NNTQ2qSmVlJXB02m9lZSWqSk1NDT09PdTX19PR0UFzczMtLS20t7fT2NhId3c3tbW1uN1uX/e5tw7vc3V1Nb29vdTV1dHZ2UlTUxNtbW20tbXR1NREZ2cndXV19Pb2MmHCBIqKinj77V3s3z+HbduaeeKJakQm4na7OXjwICNHjqSxsdHXprKyMjo7O0O2qbq62vY2dXR0hGyT9/MD66iqqsLtdlNbW0t3d3e/Ntl9nsaPHz+s8+REmzo6Omy99uxoU3t7u6Pfp0jb1NnZGff3iMA2eTV26vvkHdKKpE0dHR1hnaeenh5UlZ6eHtxuN729vfT19fke3m1eO1SV7u5ugH7PgXW43e5+9QTW4W2Ttw63293PHm95f3v8twWrw/tsR5vcbvcx58ngDDLYKtKJREpKinov/kTgpZde4tChkfz97720t5fyoQ99nLPO6iAry1qm5cILL+yXyXfPHiuBZrBA8oH2RZOysrKEWlupsbGRCRMmOG1GRCSaxpB4OhuNY0M4Ou/evZuFCxfGxqBB6O3tjeuhu2BaiUi7qo51yKQhISJbVPVUp+0YDvF7lRwH5OXlMWnSWI4cGcf+/RPo6Ghl48aX6e6uITMz0xfzlIxLIcQKM3smNhid7SdaGifiIs7BsKMdIoLL5SIjI4Ovfe1rQcs899xzzJ8/n0WLFkX1sw2JhXGeHMTtdpOZ6WbNmhZ27OjijDPGsXlzFvn5Z5CZmcmkSZMoKiryld+0aRPt7e1UVlYyb968fk5VQ0MDWVlZTjQjrunr63PahOMCo7P9REvj2trakE5HIjlWA7XDTp577jk++tGPGufpOCcpYp4SFe+QaWamm7y8do4c2Ut+fj5ZWVmkpKSQk5PD0qVLeeeddygpKWH+/PmsWrWKxYsXU1JSQkVFhS+IvKEh6dZOjgrJNCwdzxid7ScWGifCwuMVFRWsW7eON998k3Xr1kUlpcv3v/99FixYwEUXXeQLgfj1r3/NaaedxtKlS7nyyitpb2/nnXfe4fnnn+frX/86y5YtY9++fUHLGZIf4zw5SODYemtrK5mZmb73dXV1qCrvv/8+S5cuPcapKi0tZefOnaxbt45NmzaxadMmkxsqgPT0dKdNOC4wOttPOBpHOiO3rq4uoWbxVlRUUFJSwuLFi4/5IzlU3n33XdauXcu2bdv485//zObNmwH4+Mc/zubNmykqKmLhwoX89re/5cwzz+Syyy7jJz/5Cdu3b2fu3LlByxmGhxTKGimUPVIo70uhHJOeXQrlHCmUrVIovVIonwjYd4MUSqnncYNdNhrnyUE6Ozv7vc/IyKCpqcn3vra2ln379gEwceLEfmUnTpzIwYMH2b9/P4sXL+a0005j/vz5w76RJBsdHR1Om3BcYHS2n3A09u85Cscpqq2tDdrbFK8OVWlpKUuXLiUnJ+eYP5JD5Z///Ccf+9jHGDNmDBkZGVx22WUAFBcXs3LlSk4++WSefPJJdu7cGfT4cMsZwkMKJRV4CPgIsAi4VgolcIz0EHAj8MeAYycCBcDpwIeAAikUW+JZjPPkIGPHHp0gkZWVxaRJ81m3roKDB5txu900NDRQUlLCiSeeeEyOl/r6ehoaGsjPz6erq4vi4mK2b99Oa2sr77zzTqybEreMGzfOaROOC4zO9hOpxpEMwQU6S/E6fNfa2hr0j+RwM4KLCAApKUd/Em+88UYefPBB3nvvPQoKCo75sxtpOUPYfAh4Xwt0vxZoN7AWuNy/gBZomRboDiBwev3FwGtaoPVaoA3Aa8AaO4w0zpODNDc3+16npGTz9tu51NQs4amnenj55Q3s3buXOXPmcOaZZ1JUVERDQ4Mvv0tRURFZWVl0dnZSUlLCzJkzWbVqFWeccQZ79+41vU8eTCxYbDA6289QNA7Vg5QozlIgGRkZQf9IZmRkDLnOc845h2effZaOjg4aGxt54YUXAGhpaWHatGn09PTw5JNP+sqPGzeOlpYW3/tQ5QwDMJYcKZQtfo9b/PbmAR/4vS/3bAuH4RwbEbbNthORR4GPAjWqutiz7U+ANxHRBKBRVZcFOXYN8AsgFfiNqv7ILjudxP8fVENDKn19MG/eaKqq5rB48VRmzbKSr3ln1b3xxhu0t7eTn59Pfn4+qamp7Nq1i6uuuorNmzeTkpJCSkoKixcvprS01KQ4ACZNmuS0CccFRmf7GYrGoWakOTVTbbjMmzePoqIili5d2u+PZH5+/pDrXL58OVdffTXLli1j5syZrFy5EoD77ruP008/nZkzZ3LyySf7HKZrrrmGm2++mV/+8pc888wzIcsZBqCNWi0ImedJgmwLd7bEcI6NCDtTFTwGPAg87t2gqld7X4vIfwNNgQeJ+MY7L8TyGjeLyPOqustGWx3hyJEjvvWqsrL6SE2F999Pp6srhdTU/uc7Ly+P008/HeifCPO5557zZZ5taGigvLyc5cuX90txcDxTVVXFtGnTnDYj6Rmuzok0Rd4pnLqW4+nceP8QFhcXU1JS4vsjOdw/ivfccw/33HMP3d3d/fJp3XbbbceUPeuss9i1a1e/MsHKGYZMOXCC3/vpwOEIjl0dcOy6qFgVgG3Ok6q+JSKzgu0Ta4D5KuC8ILut8U7V/Z6y3vHOpHOe/Bf6zMx0c+GFUFycwqhRbt55Zyxr1rSQmRk6Y3peXh6zZ89mw4YNbNu2jTlz5nD++eczcuTIYXVjJxPGcYoNw9U5UXtCYslAGldUVFBaWkpJSYkvD1ywMlu2bKGyspIxY8bQ09MT1gy+eDs3eXl55OXlMW3atKivqGCSvcYFm4F5UiizgQrgGuBTYR77d+AHfkHiFwHfir6JziXJXAlUq2qwKRLBxixPD1WRiNwC+MZLy8rKomSi/ezevZu/1P+FG2ZasylTUsYi0sL48d0cOTKC3bsbmD69g5EjRwJQXl4O4HsPMHXqVCorK8nOzmbatGlUV1eze/du5s6da4sW8ToLxx//hKGBS1okQjLRRNA4kOEuHVJeXt7vurabZNK4qqqKffv2sXDhQubOncv48eNZt24daWlp5OTkMHLkSF+Z0aNH++4NDz74IOPHj2fKlCmMGTOGbdu2sW/fPubOnYuI0N7eTlZWVr9zE+n3Jxyde3t76erqCl8ID+PGjRvScQPR19dHampqVOuMJr29vRHf10U4AWsEaCpWgPUjqvwiRNnTgI3A1ao8Mzxrh4YWaK8UypewHKFU4FEt0J1SKN8FtmiBPi+FchrwLJAFXCqFUqgFepIWaL0Uyn1YDhjAd7VAbVlR2ynn6VrgqRD7IhqzVNVHgEfAWtsukdar6urq4g9r/8A9Z90DwOTJ0/nnP6vo6YHsbFi4MI3MTDfp6emUlpZSWlrKmDFjfN3UdXV1LFu2jOrqajZs2MC+fftIT09n9erVtsY7xYvGoYYTurq6Qto40L7B6o0l8aKxHXj19S4k6722U1NTfZnzY3EOkkXjsrIyLr74YnJyctizZw8ZGRl88MEHrF+/nmXLlpGfn09nZycXX3wxdXV1VFdXk56eztlnn01xcTGNjY1s3ryZz3/+8yxdupRJkybx4osv0tLSwimnnNLvOxPO9yeQcNa2G4rjnJubG/ExiU5aWtpQrtte4D9V2SrCOOBdEV5T7T+aI0IqcD+W0+IoWqAvAy8HbPuO3+vNWENywY59FHjUVgNxwHkSkTTg48CKEEWGM96ZUNTU1PR7395ewdixGzl0aAQzZnTT2TmJqqpGxo4dy9KlS5kyZQpNTU2UlJQA+KbnTpkyhSVLljBnzhzbFwaOJ8IZTqisrIx4SCnehikSgUh09uq7c+dOenp6fNe2/3JEra2t5hwEEEpj/+n71dXVlJeXc8YZZ1BRUeHL/VZeXs4555xDXV0dZWVlTJw4kdraWnJycpg0aRKLFy+mqKiIESNGsHDhQvLz89m7dy/nnHNOTNqmqr50AU4SGPMUTww1w7wqlUCl53WLCLuxRngCQ2G+DPwZOG0YZh43ONHzdAFQoqrlIfZb450ypPHOhMC1zkXh+kLf+/y11kyR1XyERTU/JCdnMkeOdPDeexupqCjmrrvuQkRISUkhKyuLE088kbfffntYM0yOF6ZOneq0CUlPXV3dkHQuKyvjkksuIScnh7q6OnJycpg8eTJPP/00o0aNCrqG4/FMKI290/dzcnJ8mlZWVvLBBx+QkpLCtGnTOHDggG+Kf3t7O6pKbm4uzc3NFBUVMXfuXOrr6/nHP/6B2+1m9+7dlJaWcv7559verlGjRvl6Gp12oOI1U76qUldXx6hRo4ZVjwizgFOATQHb84CPYcUhG+cpDOxMVfAUVtR7joiUAwWq+lssZ+ipgLK5WCkJLlHVXpGA8U7VpErZ6lrtwrXaxV//+leu2H4FGy7ewJ49e5g6dSVPPlnN9Ol1QA6TJy9i8+ZXmThxYr8MuhMnTqSyspL8/Hyqq6spKytj//79HDlyhIyMDN+PTTwMP8WSYEGz6enpTJ48Oeg+86McHWpra+nr6+s3ASIc2tvbmThxoi8upqKigqqqKiZNmsTy5cv79USZc9V/dq4//tP329raqKio4NVXX+WMM85g3rx5ZGdn88477/DGG28wc+ZMRo8ezc6dO6mtrSUlJYUTTzyRWbNmMXLkSJ577jmuvPJKXyqAkpIS0tPTbe3Rnj59OuXl5Rw5csS2zwiXeI55GjVqFNOnBxupykkTYYvfhkdUrVAWf0TIwOpZulOV5oDdPwfuVqUvDjoAEwI7Z9tdG2L7jUG2HQYu8Xt/zHhnMuL9J5iVlUVHRwennjqLN9+EkpIa5s7N4YQTRvcr53/cmDFjqK6uZv/+/eTn55OdnU12drZvSC8vL++4Gn7yrnkVOAQ0d+7ckPug/49yNB2s481xHSyI2BvftGXLFnbv3s2oUaPYtWsXL7zwAllZWUyZMoXS0lJmzJhBenp6v6U3iouLjfNEaI39p++XlpbywQcfcO211/qGn1JSUjjzzDPp7u5m48aN7Nq1i23btjF//nyuuuoqRIR169aRl5fHggUL2L9/Pw0NDZx88slMnTqVjRs32jp8l56ezuzZs22rPxLCnYEYX9T2qhIqZxIAIqRjOU5PqvKXIEVOBdZ6HKcc4BIRelV5LtrWJgsmw7iD1NfXc/ui2wEYM2YMqvVccUUPubnlLFrUSXNzM7m5uf2yizc0NFBUVMTYsWN55ZVXqK2tZe/evdTX15OVlTXsdZ4SgWCrqoda82rHjh1hrYflzRsz2IKj4c7SSpSMzdFioMSA3gWsS0pKEBEmT57MRz7yERYsWEBNTQ1FRUVUVlayZ88eDh061G+afTSW3kgWBtI4Ly+P1atXc8UVV9De3s6UKVP63S+WL19Oe3s7EyZM4HOf+xzXXXcdzc3NvPTSS76Zejt27KCvr4/NmzczZ84cpkyZQl9fH+3t7cd8XiLOVgyHZExwKYIAvwV2q/I/wcqoMluVWarMAp4BbjeO08AY58lBMjMzuf6E6wFrRkpRUREffPABlZW5bNrk5o9/7GHGjKW+4M3169ezd+9eMjMzaWlpITs7m4985CPMnz+f8vJyqqurk/7HJnBV9dzcXEpKSjh48GDQNa96enp8AbX+N/xAnbZu3RrWgqPHm1M0EP5O7ObNm0M6mu+//z5lZWUsXbqUxsZGFi1axIIFC5g3bx4VFRXs2rWLhx56iPfee4+pU6f262XyLr2RrD/WkTB69OhjtgXqMmXKFF/uN+/9Ij8/3zejrra2lo0bN1JTU8O0adMQEXbt2kVqaipr1qxh0aJFzJ8/nylTplBdXc0//vEP9u7d6/uT4v3MZP0eBNM4CTgLuB44T4TtnsclItwqwq1OG5eoOJWq4LinoqKC2tpa1q5dy4oVKzjhhBOYPHkyL7zwFo2Nc8nK6mTixBNIS+vpl10c8MU77d27l5aWFrKyspg9ezZlZWUsWrTomASZyTSE5N+LVFdXh6qydOlS/j977x7U1pXn+362ZEC8kRBP8TJvG4yxMRhDbGM7dhLH7Tg5SU+mn6dvunuma+6ZO3VvnTpTt+qMk3O668ydmXOruzrdd06mpx9Jph9xTzpJO3YcB4OfGBtjY94IMA8JEBJCAr1ASPv+QfZugcHGbWMDzbfKZSFpb6219t5r/dbv9/19f83NzTJpVoLVakWlUhEeHo7Vap2z0ATWwxobG5P5N4FY64bow2B+KFSlUs0JGcOsoenxeLh9+zYDAwOkpKQwNDREaWkpRqORvr4+cnJy2LNnDydOnMDj8XDixAlg1gMQWHrjTykEvRi8Xu9di/tC47Jt2za8Xi/FxcVER0djtVr55JNPyM/PZ/PmzbS2tqJQKDh48CDDw8O0traSlpZGbGws3//+93nhhRcYHh6mubkZgKNHj8qblNUX0nowLDTGqx2iyCUWlgBa7Pv/cflas3awbjw9AUgLT2lpKUqlErvdzgcffEBlZSXf+taL/OxnDgwGO07nOBs2tGE0Zs853uFwkJCQQExMjFyiIDw8HIPBsGCdp7W08CxUVV0URdRq9YI1r7Kzs4mIiJBDndHR0XMWZWkXHRYWtqDx9aBK7X8qxPT5RqxWqyUyMpLLly/L/ZXS5tPT0wkJCZEVrn0+H7m5uahUKqampmhtbaWiooLY2FhGRkb49NNPMRqNHD16VNY06+zsfMI9fvK4XyaatDlISEggIiJCroXp8Xh49tlnGRsbo62tjdLSUvr6+nC73WRkZNDT08NHH33E0aNHKSoqore3l8uXL6PVasnPz0ehUMiblFOnTpGQkPA4uvtE8KSz/daxerBuPD0BXLlyheDgYPr7+4mJieHAgQMkJCTg8XiIiRFJSGhieLiQ8HAHTU1x/PSnv2Pz5iQKCwtRKBRERERgt9sJCgoiMzOTrq4uWlpaUCqVj6TO00pGYFq2hJ6eHtLT08nJybmr5pVarSYsLAy4u7By4KIshU0fpuDoUonpawHzjVilUilngcLsQl5TU4NSqaShoQFRFKmsrOTo0aNcu3aNwcFBoqKiiI6OJioqiv3793Pr1i3i4+N56qmn+N3vfkdVVRVGo5EPP/yQ4eHhNW2MLgX3ywILDKUFeqtv3LhBQUEBw8PDfPDBBxQXF8ubLb/fz4svvkhHRwdVVVUMDg7i8/nYuXMnzz33HJOTk3R0dGA2m1Gr1dTXz2a4Z2RkrElNuZWaabeOlYd14+kxw2g00tXVxbe+9S0SExMRRZGOjg6USiUOhwO9Xk9kpIbwcA85OZH09eVRVradc+f+F3FxcSQkJJCTk8PZs2dRqVRkZGQQHByM3W5n69ata35hmV9VXRINPXjw4II1r2w2G2FhYYsWVpakHlwuF7GxsdTU1NDf38+OHTvIz8+XdVWW4lFayBuzVrPF5hux09PTuFwuwsLCMBqN/Mu//AtnzpzhL//yL5mcnGT79u1cu3YNl8vF5OQkTqeToaEhsrOzqaysRKfTcfHiRZRKJXV1dTQ1NXHixAn8fj/p6enk5uYSFxfHxYsXKSsrW3PjuRRMT0/LG4HFoNVq7+LB5zZ+AAAgAElEQVQjzczMYLVa5VqYN2/epL+/H6VSSVlZGcHBwfJ5h4aG2Lt37xxKgEaj4cqVK3zjG9+gtLRUFt7Myspac9dhKWO8jnXAuvH02KHX62UPUlhYGMHBwWRnZ/Ob3/yGgoICHA4Hfv8keXllTEw4USrN7NiRQXNzHH19fSQkJKDT6cjMzKSurk42DiRvB6wtjtN8SJP1Rx99REtLCwDp6emLfl9azCXDJywsTNbCMhqNstRDdHS07CnyeDxUVVUB0NnZicfjWZJHaaGQ4lrlTc03Ynt6eqitrcVisWA2mxkcHOSFF16gvLycc+fOkZCQwMGDBzl9+jTbtm3DZrPx4YcfAvDxxx/T29vL6dOn2bRpE7m5uVRUVBAcHIzP52N6elom8SclJaHX69fcor0UBC7q859xKWQXGxt7l/EU6FVNTk7m4sWLmEwmysvLEQSBjo4OMjMzAXC73URHR5ORkSF7cMfGxggNDcVgMJCZmYlarSY/P5+GhoY1dx3WDad1LBVrIttOEIQvCILwFiDvbCcmJnC73VitVrxeL6Ojo4iiKIcVhoZmK74MDw8jiiKjo6N4vV6sVitut5uJiQkmJydxuVzYbDamp6exWCz4/X5GRkbmnEP632QyMTMzI2va2O12nE4nTqcTu92Ox+NhaGiIoqIiOXtleHgYv9/PzZs3ycnJYXp6GqfTwBe+4GHTpkmSk00MDRnlnb7H4+HSpUv09PRw584d+vv76ejooK+vTzYm2traZEVar9eLzWZ7ZH1yu9139WlsbIyZmRlMJtOC5xgZGZFDYdPT09hstnteJ4vFct/r5HK52LVrF7m5uTgcDt5++21qamqYnp6WZR1GRkbo7Ozk0qVLFBYWkp+fT25uLnV1ddTX1/ODH/yAy5cv88477/D73/+e8fFxNm7cyMDAgNwni8WCXq8nISEBrVaL2WxGq9WSmJhIZ2fnnD5t2LCBgYEBJiYm8Hg8WK1WTCYTXq/3ge49t9u9LPfeo7xOknDi+fPn+fDDD3nvvfc4dOgQCQkJPP/88xgMBlJTU2lra0OtVnP9+nUUCgU3btzg6tWrdHd3o9PpSE5Oprq6Wg7tJSQk8Mtf/pKxsTGamprw+/387Gc/49KlS7S3txMUFITFYnnoPnk8nhU7RyzWp8bGRrlPzc3NfPjhh5w9e5aTJ09y48YN7ty5w8cff8ynn37KRx99hMFgYGxsjPj4eNRqNTU1NZw5c4asrCzi4uLw+XycO3eOmZkZ7HY7J06coKuri9OnT+PxeIiLi6OtrY2zZ8/KCRVSFl50dDTt7e337ZPb7V6WOWK5rtOdO3eeyPP0MH1ax5OB8MfWy1mJUCgUot/vf9LNuCdqa2spLCxkamqKzz77DLfbLZdP+Ju/+RuMRiM//OEPeeml1zh1KpyBASPR0RGUlvYxM2MmIyOD3t5eNBoNzc3NlJSUMDQ0hFarxefzUVZWhsPhIC8vj87Ozjn/Pwr09fUte0HV+7W3traWiYkJrFar7DVSKBScPHmSV199Ve4/wLlz5ygqKpKLpsJsTcGzZ88yMzPD4cOH5UU9Pj6eiooK/vVf/5XXX39dbsuNGzd49dVXUSgUctv8fj+nTp3iyJEjcrskzlNqaio+n0/2UD0oD+1xjPGjxNtvv82zzz5LfHw8f//3f09ZWRnf//73SUxM5Nvf/ja//e1vaW9vJzMzk2vXrnHgwAFiY2MJCgpiYGCA5ORkDAYDn332Gf/1v/5XBEGgtbWVwcFBnnvuORobGykpKUGv12Oz2YiNjeWVV155KK/HahtjmC2gu2nTJoxGI2fPnuXIkSOYzWaUSiUff/wxAF/96lcxm81yiDM2NlY2/Jubm1GpVJSXl3P69GkyMzOJjY3lrbfeIjk5mfz8fDo7O5mYmMBmsyEIAiqVihs3bnDo0CG+8Y1vyM/Q+Pg4XV1dfO1rX7tnm1fbOPv9fhSK1eVTEATBJYpi+JNux4NAEIQGURTvKey50rG67pI1ACnc4XQ62bhxI8XFxURERLB9+3ZgNgxUWlrK++9f4PbtVmZm+ggPj2JgwEVGRgZ9fX2ybktWVhYbN25k8+bN2Gw2du/eveYFMmE2PDY+Pi4TwhUKBTk5OSQmJqLX62XOEcwaNIGhNK1WS29vr0yK3bBhA7GxsZSWluJ0OvnFL35BX1/fHF0biTMSiIUy8XQ6Hfn5+Vy9epXz58/T0tKy5gn8kszDzMwMRqMRm82GTqfjy1/+MkNDQ7S0tMih0urqakRRxGazsXXrVjZu3IhWqyUiIoLo6Ghyc3PZvXs3eXl5jI2N8aUvfYnq6mrsdjsWi4XKykqmpqY4cODAggKmax3SPa3X68nPz5c1yUZGRujv75cTRyTvaEFBAX19fcAsmdzhcBAdHT3nnFKBYOlZysvLIzk5GbPZTEtLC3FxcRw6dIj29naam5tl4c2Ojo5VZRQtFfOLta9jHYthnfP0mCEtpFLmV1hYGAcOHJjDi5kNMUXyve8NMjCgJDLSxa5dSSQkzNao8vv9XL9+nZSUFJKTk4mLi5Pd6vP5NatdXHAh/lZERAQdHR2UlZXJ71mtVpKSkuT+S/IMqampWK1WOQU5NjYWs9lMWFgY27dvp7q6mvz8fFwulyxncOzYMWJjY/n1r3+N1+tFpVJRXV3Ntm3b7puJtxgxfa1CknkIDg6mpaWFiooKDAYD0dHRlJSU0NDQwJkzZ9izZw+HDx8mJSUFq9XKxMQE8fHxxMXFYbFYcLvdFBYW0tTUhNfrxe/3ExkZSU9PDw6Hg6mpKSIiItBoNGzZsgWLxbImifj3QlxcHPAHqRJALtGk0+kIDQ2lsLCQkydPkpWVhc/nY8OGP0zxUpZuIKRNQXR0tJw8cevWLXJzc9mwYQPl5eXA7HNTXV0th7Akb+9aI42vFxJfx1Kxbjw9AUgLrMlkkgng83VskpOTSU9XolDYyc7OIS4OTKZhbDYbxcXFlJWVMTU1RW9vr0wany/8CKtfEXshjaqcnBw++eQTBgYGSEtLw263YzAYiI+Pv0v9ODIy8i6NJ4vFQnJyMm63W5Z6OHfuHMHBwTz11FNoNBpGR0c5cuQIdXV15Ofn09/fz+nTpwkJCZkjdSAhkLD7pwbJCPX5fGzduhWr1crZs2eJiYkhMzOTp59+mu9+97t8/PHHxMTEEBISwmeffcarr76KIAg0Nzej1WopLS0lPj6ef/u3f6O/v5/vfve7aDQatFotzzzzDH6/XxYwXKtE/HvBZDIRERFBd3c3HR0dmEwmmpqayMvLw+VyIYqirM2k1+tRqVQkJyfLx0tZutnZ2bIHSdLh0uv1chjc4XCwbds2mpqa5DkqJyeH8fFxRFGkqqqK6OhoOdMV1o4Ux9DQ0JwxW8c6FsN62O4J4l5icxYLBAeLxMcb6e/v5JNPGjh9+jR5eXmMjIygVqsxm82EhoZy6dIlYmJiaGpqIicnB5PJxMcff0xNTQ319fUyoXEtQMqcEwSBn//85/zyl7+ko6OD+Ph4RkdH59RFAygpKZlT3qalpYXS0lJ8Ph9nzpxhw4YNZGdn43a7ycvLo6KiQi4lkpOTg8fjQa1Wc+DAAdRqNfv27aOqququxcJisdDa2iqXK1mrYaWFPJmFhYU89dRTjI6Ocvr0ae7cucPhw4d58cUXSUxMlNWrMzIyZF6ey+XinXfe4aOPPiI/P5+cnBxqamro7e2lpKQEtVpNTEwML7/8MqmpqbS3tzMwMIDE0fxjBEzXAjo6Ojhw4AAajYakpCR6e3vp7u5mampKJkJHRkZiNBqpq6vDbDbL8wBAZmYmLS0tXL9+XS7dIhlKiYmJREdHy8Tlbdu2yWE/u91+V6h8LdbSXDec1rFUrHueniCkXd1CmJ4eor29jf7+QUpK1GzblkpnpxFRFImKisJmszE2Nsbk5CQmkwmbzUZJSQnAnPR7aXe40t3rUlbLfC2lQLS0tGAymWTJAL1ez5UrVxgZGWFsbGxBNeqhoaE5nj6/34/ZbEYQBAwGg5xds2HDBlm7SQqBWq1WOXVZo9HcM7NFCp8cOXJkTQtkSp5ASS1cEq+MjIzklVde4ezZs+Tm5hIdHc34+DjDw8MUFhYCs5uFrKwsGhoaiIqKori4mIyMDPbs2QPAhQsX8Pv9/PKXv8RisbBp0yauXr3K2NgYGo2GmZkZORX/QQVMVzOkDcMvf/lLnn/+efLz88nOzmZ4eJjp6WmuXbvGN7/5TWD2GWloaJD5Tfv27cNsNstZuUFBQVRVVaFSqVCr1eh0OhwOB2lpaYyMjNDX18fMzAxer5eYmBj6+/uprq6mq6sLlUqFx+OZ07a15gFc9zytY6lYN56eIBYznGbT2w2UlfVTVKSjvDydzs7TBAUFkZyczOjoKDt37iQuLg61Wk1XVxc7d+5Ep9NRW1sr7w4BWZNlpWvjtLa24vV679JSklLiYTZV+/DhwzIhPC8vj/j4eLq6umRdJqPRSH19PS6Xi+HhYSIiIujq6uLq1auMj4/zla98hb1792K326mpqaGyspKEhASuXbuG1WrFYrEQGhrKtWvX6O/vZ3BwkKGhIWZmZujv75+jExUIicj/pyCQKWUVJiQkyOKVTU1N2Gw2bDYb7733HgBbtmyRx1pKDXc6nURERHDs2LG77n+prEhYWBgvv/wy2dnZKBQKampqePrpp/npT3/K+Pj4XUT8taxrFqhav23bNnbt2kVzc7NsBJnNZn7yk59w7do1tFotJSUlaLVaYmNj2bRp0101IE+dOsWePXtQq9VzVPrT09Nlgwpm+VH/+I//iMFgYN++fRw7doze3l7ef/99kpOTSU5OJiMjg9jY2DXlAVw3nNaxVCyb8SQIwk+BI8CoKIqFn7/3G0Bi0cYANlEUi5dy7FqExWKZM4FJ6Ovr4/Dhw9y61c/ISDJ6vZrBwXKios4wNDSE1WqV1bVNJpMscAd3k0n7+vpwOp3YbLYVXdpC6vN840Oa7IEFi/dGR0fLHqGGhgbOnz8vcz9mZmb4/e9/z8svv0xSUhLFxcW0tbUxMjJCSEgIbrebxsZGtm/fLmuv/PM//zNOp5P6+nq2bdtGdHQ0fr+fqKgoQkNDUSgUC/I8XC7XgplMa2VXHuhp8ng8spdTEq9UKBR88sknvPbaa/h8PlkXJykpiaSkJLlszkIJEhKkdPqSkhKKi4u5ceMG+fn5REZG8rvf/Y7R0VH27NmDVqudYzitpdqN8xGoWj8zM4NCoZCfi6ysLEZGRti0aRNxcXGYzWY++OADNm/ejNlsXvB+DPSeejweamtr6ejoIDY2FoPBwK5du4iOjiYkJASn08nXvvY18vLyMJlMhIeHk5SURHh4ONnZ2dy4cYPh4WGeeuqpxz0sy4Z7RQPWsY5ALKfn6efAm8Db0huiKP6Z9FoQhP8J2O8+bOFj1yJiYmIWfF8yEnw+NS7XFCkpMDISikqVglYrotfrOX/+PHa7nV27ds152KWMmunpaTl8J4WqVjK5cyHDaP5kL5HiA4t32u12WUX8/PnzHDlyRDYsL1++zN69exkbG8PtdqNSqXC5XDgcDmJiYnC5XFy+fJmbN2+yZcsWEhMT5XBdf38/8fHx/O53v6O0tJSDBw8yODhIY2Mjzz77LC0tLXIY48qVK1RXV9PU1MT+/ftJSEggLy9vzfByjEYj165dIykpidzcXKqrqzl58iRer1eW2rBarcTFxZGbm0tnZydqtZrs7GwuX77MCy+8IJfNgdn7byHuVGxsLA6Hg6qqKrq6utBoNFy9epXGxkZ8Ph+vvvoqqampNDQ0yCGn1Z4QcT8EqtYXFBTQ1NTEli1bcDgcnDlzBr1ez4YNGxAEQS61cvXqVZn32NLSwtDQEOPj40xPTxMcHAz8oWjz1q1bgdnnqLW1lZ6eHlJSUigvLycyMpKcnBy0Wi319fUcPnxYFjG9c+cObrebsbGxNWU8rVUjfB2PHstmPImieEEQhIyFPhNmV78vAvsf9Ni1BIPBIGul/LD5h7yZ9yYwK9RmtVopKEigrs7CjRuTDA1No9OFYLUO8dxzz5GQkEBvb+9duyQpo8blclFcPOvU6+rq4uDBg4SEhKzYMJJkGEmeOMnT0dXVRW1tLTk5OTIp3ul0Mj4+jtlsxu12U1FRgV6vJykpiZycHPR6PWq1mqSkJMbHxwkJCSEsLIzBwUGKioo4deoUMTExOBwOnE4nCoWCHTt2oFKp6OjoQKPRcPv2bSoqKrh58yb79+9Hp9MxMTGBQqGQPUqtra0MDw8TFBTEV77yFfr7+3E6nVy/fh21Ws3o6Oia4OU0NDSQlJSEWq3GZDIxNTXF9u3b6e3tleucXblyhS1btsjHaLVa1Gq1rJg8H4stUhEREYSGhpKfn091dTUDAwMUFhayceNGioqKAFZFGPpRIbCGYFhYGKmpqdTV1XHr1i18Ph9f+MIXCAoKIjY2lo6ODsLDw+nr62P//v3o9XqcTieALKIbHh6O0WiUPb1TU1P09fVx5MgR4uLiuHnzJtPT05jNZqxWKzU1Nbzwwgvy5mZiYgK1Ws2LL75IZGQkt27dWtGbsgeF3W5fN6DWsSQ8Kc7TbsAkiuLaSdP4IzA1NSW//lHrj3jz5VnjKSUlhaamJmJjw6msdNLYOMjgYCeCkMoLL0QAM9TX19Pb24vZPKs6XlBQACDXvfvggw+A2ck3MzMTnU6H3+9fsWGkwPpbw8PDsv7M0aNHZf0fu91OcnIyn376KXFxcTLHY3R0lP7+flnTSUJiYiKtra1s2bKFqKgozpw5w9jYGCqViqysLBobG3n66afx+Xw0NTXx7LPPkp+fLy8GPT09hIaGYrfbGRsbk71ckkdJMkQrKysZGxtDrVYzPj7O1atXUSqVD62CvVLQ3t7O+Pg4Ho+H/v5+MjMzaWxspLu7m6SkJCIjI2lsbCQsLIza2loUCgV5eXmyBhT8gbsjEcwXCyEH1swrLS1ldHQUjUZDRUUFDocDhUJBdHQ0nZ2dnDhxgrq6OgB27dpFRUXFmhjvQASOh0qlkjljBQUFREZGMjk5SU9PD5mZmWg0Gqqrq8nNzSUvL487d+6gVqvlTNAXX3xR3kBJxtCFCxdkrp7ZbGZycpLw8HCCg4M5duwYg4OD1NfXy8kcV65cobKyEoDJyUl0Oh2FhYUrdlP2oAgPX1VC3et4gnhSxtOfA796FCcSBOHbwLelv6XU2pUOg8HAyMgI4eHhhISEAH9oe3h4OOHh4Vy+fJnmZjcqVTq7dmmJispAr6/H620jKyuLtLQ0IiIiqK+vJzg4mMnJSQC8Xi86nU5OPfZ6vfT19WG1WnE4HA81Ro9adFPK8Onp6UGtVsvlUHbu3ElRURFOp5Pu7m56enr49NNP0ev1ZGdnyzyvyMhIvF4v58+fJyEhgTNnzhAaGkpkZCRWq5XLly+Tk5ODUqlkamqKEydOUFxcTGtrK4IgkJqayuTkJLdv36awsFAu3TI5Ocn3vvc9goKC6OnpIT8/H6/Xi0ajkeuDdXV1ERwczMTEBAaDAZglSd++fVtu1x8z1itJ2PT27dtcuXJFNsB7enpobm4mMjKS8fFxTp06xdjYGFNTU5hMJplnNzAwQHt7O16vlx//+Mf4fD4qKysJCwsjKiqK2tpasrKyFhQlDA8P57PPPqOnpweDwUBaWhper5dbt25hMBjo6+tjaGiIHTt2UFFRAczyB99//31KS0uXJHS4ksb4fpDGo6Ojg8jISAoLCzEajeh0OkJCQlCr1YSFhdHQ0EBjYyPl5eUYDAYcDgdbtmwhLCwMg8GA1+tlamqKnp4enE4nt27doqenh7S0NPr6+mhvb6e/v58DBw5gsVjIyMggPj4ei8VCfX09FosFURQJCQnh+vXreDwedu/ezcTEBD09PQsqjq+mcYbZwsiSltg61nEvPHbjSRCEDcBLQMmjOJ8oim8Bb8FsbbvVUjJgamqKt7re4i8u/QVcmn1v4y82AvBXBX/FmwfeRK1Wk5o6gM1WSne3CVHU4vPNTlhqtZre3l7KyspITk7G4/EQFBSEXq9Hr9ejVCrp7++XCaARERH09PSwe/fuh94hPqoxNhqNOJ1Onn76abZu3SpnbU1MTPDNb34ThULBhQsXcDqdHDt2DKPRSF5entzXhIQEMjIySEtLkzOQioqKaGxspLe3F0EQ+OIXvyiH41JSUkhNTeX5559n48aN2O12FAoFUVFRTE9P09zczM2bN3E4HBQXF5Obmyt7kS5cuEBYWBiJiYns2rWL1NRUkpKSiIuLIyoqipSUFACioqLQaDRkZWU91DithPtYSpH/4he/KPNlzGYze/fuxeVyyYbiN77xDa5cucKzzz6LXq9naGiI/v5+vvOd77Bhwwa6urrw+XwkJCQQHh5OXl4eaWlptLS0LNjPjIwMysvL6ezsxOv1YjKZmJycxOl0UlBQgMlkYs+ePcTExBAcHExeXh6xsbFcvnwZj8ez5LFbCWO8lExBaTxu3rwpe/KUSiXPPvssERERvPvuu1gsFiIiImRvrCiKpKamEhUVRWRkJElJSWRkZGCxWMjKykKr1WIymdBqtYSHhxMREcHExATp6ekkJyej1WpJSkoiJSWFnJwc/H4/X/jCFzhx4gTNzc34fD527dpFeXm5fM7FxnMljPNS4XQ6171P61gSnoTn6WmgQxRFwxP47RWDHzb/kFcTX+W/7f9v5OXlIbwhIB6fFQAM1CmKjJyhtBTq611MTnbT3j6FStXLli2zi3VsbCyjo6N0dnbKCs8JCQnY7Xbq6uqor69fVBX7SSMwkygww+6zzz6TeR4SNwOQq4/b7Xb0ej3PPfecTMxOT0+X+U5ut5v4+HgOHDhATEyMnCUEEBoayieffEJaWhrT09PArJFgt9u5desWUVFRFBUVERwcTFpaGtnZ2Vy9elVOm9+/fz8Wi4Vf//rX8g5+dHRUDpu2trYyPT19l0bVasSVK1cYHx8nNDSU6elpbt26xfT0NNXV1WzcuBGFQkFaWhpGoxGlUimLjP7TP/0TZWVlbNmyhc7OTpRKJbt27aKtrU2+DkvJRJRS7tVqNSdOnGBmZoYNGzag0WjkungXL14kLy8PjUaDIAgrNiy9GP7YTMHo6GgGBgbYtm0bhYWF+Hw+TCYTGzZs4Pe//z05OTmkpaVx4cIFjEYjiYmJc/SxdDodarWaK1eu8N5777Fv3z4yMjJQKpXcuHGDl156SR5LSe9Mp9PJWl4qlUourfOnpLm1jnVIWE6pgl8BVYBWEAQDcFwUxX8FXmVeyE4QhGTgJ6IoHr7PsWsGP2r9EaNxo/z3zf/9vt81GEbwekfYv78Ap3MjKpWX3t5elEol8Af13+eff142RNRqNbt27ZI1oFZinbXATCIJGo2G6OhomefhdDrx+/3U1NTg9/s5cOAA165dw2Aw0N3dPYeYrdPp7srqml/L68iRI7hcLkJCQggJCUGpVHLnzh35t44ePSq3q7u7m9LSUgYGBnj55Ze5ffs2ZrNZFsOcnp7myJEjnDhxguvXrxMREcGuXbsoKSlZ9RpERqORrq4uSkpKCAkJYWZmhosXL7J7926mpqbk+orbtm2TpSEAubSNdA0AOeMw0LBZSiaiNG7SQi+KIi6XS9aN0mq1uN1u+XyiKK6J7MbF4PP55NfJyckkJibS0tJCdXU1QUFBPP/880RFRREdHc3bb7+NRqMhMzMTg8GA1WplfHycp556Sr43JWMoISEBv98vSxbMzMwQEhLCxMSEXPpI8h5JnMq6ujpsNtuK3JQ9DGZmZp50E9axSrCc2XZ/vsj7/3GB94aAw/c7dq3hhPkE/51Z4+n43uOLfs9m6yY5OZnOTj9ms59Ll2rYtCmU8fFxLBYLHR0dqNVqNBqNzDEwmUzcuXOHa9euASwo7PikEZhJJMFqtZKcnEx+fj4tLS3o9Xrq6upQKBQUFxezZcsW7ty5Q3d3N1arlerq6nsSs0NCQuYIZ+bn51NUVITRaGR0dJTMzEyUSiVlZWVcv34dlUqF2WymsbGR9vZ2HA6HzCULCwuTxTA1Gg1TU1Ns2bKFpKQkTp06JRupgTyP1apBpNfrKSwsJDMzk5MnTxIdHU1paSltbW1MT0/zpS99icjISHlMNm/ejN/vlz1/UhFbmCU9X7p0CaVSed/CygvBaDRisVgoKCggPT2dq1evcu7cOU6fPo1KpaK9vR2/34/X62XHjh3LNSSPBfcytiWZAZitJ6jX69m9ezd1dXVs27ZNzmw8evQo+fn51NTUoFQqOXToEEqlkp07d9LU1CTzpSRI0hpJSUnk5eVx4cIFWZcrKSmJHTt2zDF8ExISKCoqIjMzc0Vuyh4GEv90Heu4H9YVxh8jXq99nTfOvzHnvfxf53N873Fer3p90eMEwcbWrUo+/dRPdraO4OBXgQvcvHmOmpoaMjMzZXmDsbExuVRIYmIipaWlcjo5rKx04sBMosBFNSMjA5VKRVVVFQqFguHhYZqbm1EoFHz44Yf09vby5S9/GaVSSU9Pzz371N3djclkkkuGSLyqjIwM4uLiqKqqora2FrvdTkZGBnV1dTL/IyUlBbPZjMFg4Mc//jGlpaW43W7S0tI4ceIEfX19MvE5UI9qNRpL8+FwONi+fTtdXV1ER0ej1+sJDQ1Fr9fzyiuvyFIRXV1d7N69m8uXL9PW1kZ8fDzHjh1jdHRUVhUPCQnB6/Xi8/k4f/78A3sr9Ho9hw4doru7G71ejyiKvPLKK/zkJz9hamqKd999l4MHD3LkyJG7ijWvtmuxmLFtNBq5dOkSCoVCFhqNjY2lpaWF5uZmWbxy165dcubc2NgYf/EXf0F9fb2cnboU1fv5xhRwV+HytQqn04lKpXrSzVjHKsC68fQYIRlI8w0o6e/5BpRWq6W3t5eIiAgaGnrZtKmQyEg7IyMqNm4s5TTehZEAACAASURBVAtfmCYuLk4uayFpIF25coXQ0FA6OjooLS2VBQsDJ82VsLBIbZF2udKiqlKpZPFDm83G5OQkKpVqTghOrVYzODi4aJhG8mZJtfAEQZBDPVu3buXy5cvyTl7SxsrPz0cQBFQqFb29vTLHZvfu3QwMDLBz505+8YtfYLPZ0Ol07Nu3j8LCQi5cuLDqsoruh0C9pYaGBgRBICYmhmeeeQatVovL5UKr1RIaGioTlJOSkoiNjZVFEwOvqxQu6uzsfGBvhcPhYM+ePWg0Gt58801iY2MJDw8nMTGR5ORk4uPj0Wg0dxlOq9XrN//ZlGQeioqKiI2NletVSiVa6uvryc/Px2KxyKri0rOSlZVFTU2NfK5HpXovlXFZa5ivyr6OdSwGxZNuwJ8aXq96XSaGA3S82oF4XFzQ8yRNoDk5OYyMtODxiLS2BmO3exgdbaOgoECeCHU6HdHR0Vy+fJnR0VFSU1OpqKiQCwfPnzRXijKzTqejqqqKffv2sWXLljkLoMViob29ncLCQo4dO4ZGo6GyspKdO3fS0NBAR0fHgsRsiWgMs4U+NRrNnMVIo9GgVCrlBUDicZhMJll88Wtf+xr79+/nm9/8Jn/7t39LRkYGg4ODdHd3c/78eSYmJgBkXSmn0ynzzWB2wautraWmpoba2lqMRuPyDOAyQfIKhoSEUFhYSFVVFRaLhe3bt1NaWkpxcTE+n4/XXnuNF154gc2bN3PgwAEOHDiAXq+XPYf79u2jqqrqoTyeUnhXp9ORnp7Ojh07CAoKkrWgiouLuXnzJkajUR7/xe7v1WDkSm0fGxtjbGxMTqyYmZnh+vXr3Lp1C4fDQWNjIzDLf+ro6MDn880J5aenp9PT0yNn6MHSuGYLlYyaj7VqPK2G+2MdKwPrnqcnhL8q+Ct+1Pqj+05UUhmK9PR0urv7GR31EBkpcvBgBirVrO0rncPhcPDiiy/S2NjI5s2bZdHGrq4uNm/evCLJtIG7bMlTELjwud1uoqOjUSgUpKSk0NLSQnt7OzabjcrKygUX5UBDSRLOnM+rioiImGN4FRQUyLv6oqIixsbGaGtrIzo6GqvVikqlQqPRcOjQIaamplCr1Zw7dw6bzca+ffvo7e0lNjaWzs5OPB6PXMw1sMgxrKyw6b0Q6BW8fv26nLVYW1tLbW0t6enpxMTEyFmGMTExsqq4w+F4pF6fwPCuVLQ5OzubLVu2yN5DnU4nq8zfCyvFGyXJQEjCoQuJhkrPwdDQEFlZWfh8PnJzc/H7/WRnZ1NTU4PRaESr1ZKamkp7e/uczLmJiQk++ugjysvLmZiYWDLXbCWMz5PCWqxrJwikMlvqLBHwA2+JIj+Y950vA//l8z8dwHdEkabH2tBVhnXj6TFjPu9J++bsor4Y70na4aWnb2dkZAP5+ZE4HNG4XCbM5lscPHhQnuykosCRkZFyuCQyMpLR0dEFJ82VELq732ImKXxLVeCrqqrkmnJLmegiIyMX5FXl5+fP+V3ptaR0Hh4eTmhoKP39/QwNDSEIAlu3buXq1auYzWa0Wi3p6elyBlh8fLx8rsUkGFarCrNUlmb//v1otVo5bBQVFSUbptK9JOkNSViKF+N+CDTkJP7bM888Q3BwMHa7neHh4Tle2NbWVlpaWmS+3EoriC2F4RYyrhfCzMwMjY2NZGVlERQURG9vLwqFQpbmACgsLKSwsHBO5lxYWBj79u3D4XBw/fp1wsPD11Rm3HJgaGiI5OTkJ92MR40Z4P8SRRoFgUjghiBwVhRpC/jOHWCvKDIuCDzHrHbizifR2NWCdePpMeP1qtd5vep1Ojs7yf91/pwQ3r2Qna1mcFDLjRvdOJ0T6HQ28vMz50yEUlFgSfiuq6uL0dFRxsbGFpw0V8ou/F7YtGmTbAhKxk9HRwcHDx5cErGzpKQEo9F4F69qsQVE4o9VV1czPDxMW1sbX/nKVwgODsZoNGIwGEhOTqaoqIiIiAguXryIKIqUlPxB83UxCYbVpEEUuMDX1dXx0ksvYTAYMJvNJCQkUFFRQVNTk2yYZmZmzjFMpb7Ov7/+WGMqUIYiKyuLvr4+hoeH8Xg86HQ6Ghoa2LBhA0NDQ/T09CCKIps3b5ZrvknnWAm4l3G9kOcsIyODM2fOsGvXLrlMUFNTk2wwBo5pINkbkPllbrebqqqqBdvzKAzctYI1aDghigwDw5+/nhQE2gEd/MF4EkWuBBxyFUh5rI1chVg3nlYJoqP9fPGLaozGDFQqP1CGSjW3NKBEfFapVGRkZBAcHIzf76esrGzFLByBWIhfECgrEBYWRkZGBjExMXR1dckkbqlUyFIwNDQ0Z+FdCllZp9Oxc+fspsvr9WKxWNDr9YyNjfHcc88RExNDd3c3LS0tzMzMyDXw/H4/CoViUQmGlRg2XQwNDQ1UVlai1WoJCgoiJyeH2NhYTp06RUFBAWq1mq6uLllS4urVq0xPT8uZeYuFox6FsV5RUUFHRwfJyclYLBaKiooYGBjA5/PxzjvvsHv3bvLy8sjLy2N0dJT4+HiuXLlCXFyc3C7pGXkSWMi4drvd1NXVyaVWAu+VhIQE4uPjOXnyJNPT07I4Zn9/Pxs2bCAqKmrB3wm8/+7FUVrKNQks2B34fK5ECZSHwRr1PMkQBDKAbUD9Pb72GnD6sTRoFWNNEMYFQfiCIAhvAbhcLiYnJ5mYmMDtdmO1WmVlalEUZS2UoaEhAIaHhxFFkdHRUbxeL1arFbfbzcTEBJOTk7hcLmw2G9PT03Lq9cjIyJxzSP+bTCZmZmYYGxvD4/Fgt9txOp04nU7sdjsej4exsTFmZmawWCy8lvXaXecYGRmRPSzT09NMTEzgcrlwOp3YbA4iIjzEx9uYnp7hzp3JOX0SBIHMzEyam5upra2loaGB1NRUQkJC7urTxMQE09PTdHV1PVCf3G73on0ymUwLnmN+n2w2Gy6Xi/7+fhwOBwaDAZvNhsFgoK6ujpycHDZt2kRMTAy/+c1vuHLlCjabje3btxMXF4dGo1nydUpOTp7Tl/tdp+DgYDweDwqFgpmZGVnOoLKyEkEQZLkDSdE6PT2dlJQUdDodJpOJ3/zmN9y6dYtTp05x7do1pqamaG9vl9XLl3Lvud3uZb33lnKdBgcHUSgUuFwuoqKi6O/vJzQ0FLPZTFRUFJ2dnYSHh6NQKKiqqqKiooKcnBx6e3spKCigsLCQvLw8rl27Rnd39yN7nkJDQ4mJiSEsLIyLFy8yODjIrVu3cDqdZGdnU1paSlJSEh0dHUxPT8vFoW/evElubi7btm0jMzOT9vZ2Ojo6nsgcERoaSnd3Nx6Ph8nJSfR6PRcvXiQtLY3y8nLi4+Opq6ujvb1dPmbjxo2Eh4eTnJyMKIoUFhYSFBTE7t276e/vp7u7m8nJSRwOB263G5vNRlRUlNwnr9d73z6Fh4cvOEdYLBbUajU3b96ko6ODmJgY9u7dS0xMDB0dHdy6dWvRe8/tdj/UHPG453IJj/p5Ws4+gXaDINAQ8O/bLABBIAL4d+BvRJGJRb6zj1nj6b8s9Pk6/gBBFO8fNhIE4SkgRxTFnwmCEAdEiKJ4Z9lb94BQKBSi3+9/0s1YEjo7OzGbzXJa9/zPAvVVJOFFhSKWH/5wBIdDIDIygV27enj66ay7ju3t7SUzMxOtViuTTud7XAJ1Wx4kdbyvr++R7dgD26DVann33XfJyMiQFzaz2UxcXBzh4eE888wzWK1WMjMzZXL3UjAyMiIXin3QNPn51+H27dsEBwfL4SKp9I3FYiE9PZ2//Mu/ZHJyErPZjMfjYWRkRC6N8yC8m0c5xn8s3n77bQ4fPoxWq+XChQt4vV5SUlKoq6vjyJEjc8p8AFy6dImZmRkKCwvRarXy2FksFlpaWhYNGf2x6OzspKamhr1792IymVCpVHR2dtLW1obZbCYlJQWNRsNf//Vf83d/93eUlpbywgsvyO1qbGxkYmLikbdrKQgMiUpaWTabjYKCAtra2nC5XPj9fmw2G//hP/wHAFm37b333sPn83H48GEUCgV79uyZM8ZS/+bf63+MRMR8TmRtbS2FhYWy7Acga00tNo4r4V5+EATOF6sFgiC4RFG8Z0E+QSAIOAmcEUX+30W+UwT8DnhOFOl69C0N/C2hQRTFVa1oe9+wnSAIx4EdQB7wMyAIeBeoXN6mrX08SAhD+m5FhZOPPooiIQGuXAmnpAQW88jPz1xbqTCZTNy+fZvq6mqOHj2Ky+UiKCiIiooKEhIS+PDDD/noo4/YuHEjNpuNPXv2LPncgUTuh0VguEiv1xMcHCyXdVEqlbS1tZGQkIBSqeTAgQNzVMdXE8bGxsjIyODixYsUFBQQFxfHzMwMJ0+exOv10tLSchdvLC8vj/r6+sfK9UpKSsJut8vnHxgYICYmhv7+fiwWC62traSmpjI8PMz27dvnHBsTE3OXt+FxYb6+2fj4ONnZ2djtdnJzc/F4PFy6dIl///d/p6+vj4KCAjQaDc888wz19fWkpqbKhhIs3xjPn5+kcKNCoZA106TsyrWCRzlfrBQIAgLwr0D7PQynNOB94KvLbTgtBcIbwrPADwAl8BPxuPj38z4PYTaDsAQYA/5MPC72CW8IQcBPgO3M2jdvi8fF/7EcbVwK5+lFZmOkjTBbSkUQhMjlaMyfGubXXVsKfD4BtdpHbi40NIDFsrjxJOF+hNAnmXUnqaGr1WoOHTpEcHAwNpuNxMRECgsLqa6u5qmnnpK1anp6eu4qL3EvBHKPHpYYK/3mm2++ic1mIyYmhqysLIaGhigqKsJsNtPa2iovdoGq46sFRqOR6upqXC4XHo+HgYEB2Xv26quv4nA4FjQGBUF47FyvHTt2cPbsWdRqNS0tLbLOWWVlJSaTCavVyi9+8QsqKioIDQ2dc6zNZnuiHLRAHp6UmLBv3z7a2tq4efMmSqWS0tJSVCoVbW1tTE5OEhQURH9/P729vXLIVCqMLfXlXvf4wz7n86/vQtmVqx3z7981gkrgq0CzIHDr8/f+byANQBT5Z+DvgFjgx4IAwIwo8kQ8Q8IbghL4EXAQMADXhTeEj8TjYmB24GvAuHhczBbeEF4F/h/gz4BXgBDxuLhFeEMIA9qEN4RficfFvkfdzqVwnqbF2dieCCAIwj3dg+tYOsLDH3wo1WofSiV0dYHNpmTDEszf+02YT8I7JRFPP/jgg8/5XDYKCwsZHByU68a1t7czNTXFzp07USqVTE1NzUnPXgoCybQPunAsNIlKmltFRUW89tprWK1W/H4/fr9f5q/k5OTIlehXE6RwUm5uLnv37qW8vJzo6Gg2b958X6HLqKgoWY9J4pNI2XcLCZk+TBsl8VG9Xk9kZCTT09N8+umndHd3c+jQITZs2IDBYKC8vJxDhw6RlZV1V7va29sfabseBjk5OTL38M6dO3i9XmZmZlCr1aSlpfH1r3+dyMhIzp07J5cZSkpKoru7m+bm5jljfK97/GGf88dxfZ80FiPfr2aIIpdEEUEUKRJFij//d0oU+efPDSdEkW+KIuqAz59kSK0M6BaPi73icXEa+DXwwrzvvAD84vPXvwUOCG8IArN2SrjwhrABCAWmYWF+18NiKcbTe4Ig/C8gRhCEbwGfAf+yHI35U4PH4wFmtZ+WiuhoPxUVTlwuCAnxc/YsjI8vUwOXCYGLdE5ODtu2bcNisTAxMUFubi7j4+P09/dz+fJldDodwcHBGAwGWltbmZiYoK6ubsmK3Q/j/QlciAINqbCwMERRJDk5mczMTKanp3nnnXdobW0lLS1N9ngMDQ3R0dGxatTFpRR6tVqNQqFArVaTn59PX1/ffY91uVzodDo5++78+fMLhvceBtJ9U1hYyN69eyksLEShUFBRUcGBAweYnp5mamqKiIgInn76acrLy9m8ebNcZiawXVlZWSsmS0yn07Fx40bq6uq4du0aQ0NDREZGkpWVRXx8PGq1Go/HQ35+PkqlkrS0NIaHh+XC2AuN8XJ4T5b7+q4ErEZv8RqEDhgM+Nvw+XsLfkc8Ls4AdmY9Z78FnMxKMwwA/yQeF63L0cj7+i1EUfwnQRAOMmu95QF/J4ri2eVozJ8agoKCgNnadosVBl5oEvT5BLRa0Gq9+HxLC91JCFQ2lqQAHreq7pUrVwgODkav1zMwMIBOp+PQoUO8++67fOUrX6G9vR2Xy0VoaChut5sf//jHTE5O8p/+038iLCwMs9m8ZO2ewEr0D4NAQ2r79u2cPXuWCxcukJiYSFlZGZOTk3i9XsxmM59++qnsAbmXuvhKECkNRH9/P36/n2vXrmG322UPh5QBBIsvyoFK3w8iC/EgWEgfaffu3dTU1CCKIhaLhcnJSTZv3szIyAgdHR2UlJQwNjYml4uR2nXz5s1H2raHxbZt2/B6vaSnpxMWFsbY2BhOp5P8/Hxqamq4c+cOeXl5TExMkJWVRVVVFQkJCYsWxl6u+2o5r+9KwKOaL9ZxH4SjFd4QGgLeeUs8Lr71+WthgSPmZ7Yt9p0ywAckA2rgovCG8Jl4XOx92CbPx5J0nj43ltYNpkeAQONFoVAQFxe34Gf3UkZWq314PDA8rCYpCZa6yZyvbCwpRcODZdw9DIxGI11dXXzrW9+ira0Ni8XCz3/+cw4fPgzMZhUNDAwwMzOD1+tFr9cTHR3NK6+8QnFxMSdPnuTgwYOEhIQsSbHb5/M98j4UFhZitVoxmUz89re/BSA9PZ2XX36Z6upqOUuts7PznuriT1qkNNB4MxqNWCwWNm7cSHx8PCkpKdy+fRuz2czQ0BANDQ3s2LFj0fYuxzjPx2L6SF1dXRw4cICoqChu3brFr371KzQaDYcPH2Z0dFQumhvYdqkm4UqBJM76wQcf0NvbK2eW+nw+goKC0Ol0ZGVlYTAYZNkBu92+ZL5RYObtOhbH47iP1wE4sYjHF822MwCpAX+nAPOzO6TvGD4P0UUDVuBLwCficdELjApvCJeZTXh7fMaTIAiT3G3tyRBFce0Fh5cZgcbLCfMJftz249m8AEB4Y9aQ/s+l/5lv7P3GkuqhhYU9GGdK2rlPTU1x/fp1OSW6sbFxSRlsj6Jopl6vp7CwkM7OTvr6+nj66afZsmULV69epbu7mx07dvC1r31N9oaZTCY++OADWSVcEsj0+/1LyvJZihTHH4OCggL27NlDUVGR/J5Op8Plci2acbbSPE2BBoVer6esrIxr166RkJDA9PQ0JSUl3Lhxgy996UucP3+epKSkRe/F5RrnQCxESG9sbKSwsJCcnBw5a62lpYXm5mZ8Pp8cVgqUxVhJxV+9Xi+1tbV0dHQQGxtLeHg4L7/8MrW1tVy4cIGWlhZyc3NRqVScOXOG559/HqvVOkdpfylYLZm3TxqP4z5ex31xHcgR3hA2AkbgVWaNokB8BHwdqANeBs6Jx0VReEMYAPYLbwjvAmFAOfD95WjkopwnURQjPzeQvg/8LbMxxhRmxbO+e78TC4LwU0EQRgVBaAl47zeCINz6/F+fIAi3FjguVRCEGkEQ2gVBaBUE4f/4Yzq2EhEYdvjror/m1rFbmP/KDEDN3hrMf2XmHw7/AwqFQvZYLESOHh9XolJBSQmoVLNhu3tBWiwkAb1AUnBxcTF9fX1L4uU8isnX4XCwfft2Pv74YxITE2XRyYiICL7+9a8TFxc3J4yYkJBAcXEx27dvl0MVsPQsLik0+qixmBEUFhZGd3f3nPektq7kxWtoaAitVotWq+X69etYrVY8Hg8ajYbnn3+exMTEexL154/zcnBuFiIst7S0sH37dvl6FBQUsG/fPrZu3SqT3OcbSyvlOkieZonDFRwcLAs5fuc73+Hpp5+mrKwMt9tNSkoKL730Enfu3KGmpmbORmIdjw7LNV+sY+n4nMP0vwNngHbgPfG42Cq8Ifw34Q3h6Odf+1cgVnhD6Ab+T2ZtFJjN0osAWpg1wn4mHhdvL0c7lxK2e0YUxcACgf+fIAj1wD/c57ifA28yq8UAgCiKfya9FgThfzJL8pqPz4sYio2fSyLcEAThrCjOSVNclZgfdpAWp4U+g8X1WwIz7lwu2LBhbsjP7/cTHh4uh+IkD0NERASNjY1UVlbKC0pggdHHMRFHRETgdruJiYlhZGSEvr4+uVp8Tk4OPT09dx2TkZFBR0cH2dnZdxX3vR/cbvddaerLAclYyMjI4MqVK2g0mrvaulL0cBYKD9tsNux2OzExMYSEhPD8889jt9sRBAGr1UpSUtI92z9/nJfDwzZfHyk/P5/c3Ny7flev18uZjoHSC8PDw3K5mScJyQOp1+tJSkqSOVxKpZKoqCiCg4NRq9UIgsCxY8doa2vD5/PJKu5jY2NzdJ7W8ejwuOaLddwb4nHxFHBq3nt/F/Daw6wswfzjHAu9vxxYivHkEwThy8ymC4rAnzNLyLonRFG8IAhCxkKfCYIgAF8E9i9wXEARQ3FSEIS7ihiuVswPO4SHh2O1Wvl6+tcfSCMnOtrPwYPw7rsQFgbvvTdOXl43WVmxcgmNU6dOERYWRmTkHyS5cnJy+PnPf86uXbtkbZmuri4yMjLo7+9f/gHgD/X3IiMjyc3NRaFQ0NHRQUVFBYODg3P0aiQPgeRtWmpx30AE9n85Eej5gIXbKi12S+W2LQfm896k8LDX66WjowONRsPY2Bi3b9/G6XSi1WppamoiPj7+nuGuxzXO8wnLRqNRLk4cWDg6MzMTo9HItWvX5PT+uLg4ueCzJGz6OMdegrSZcTgcc7ysEREReDwehM+FdiIiIuju7pZV7KemphgYGCA6OvqxtvdPCY/rPl7H6sdSjKcvMav0+QNmjafL3B1/fFDsBkyiKN5TsOdz4+t+RQxXDaSwgzTRDwwMYDKZ+N7B7wHctQjcy7syMzNLFE9JgerqUQoKEhkdNZCXl0dZWRn9/f2cP3+eZ555Rt5p63Q6cnNzOXnyJLdv3yYnJ4djx47h8XhobW19IPHJpWAhjo9OpyMzM5ObN2/y3nvvkZuby+bNmwkJCZE5HA6HYw5HQzIopWrxD0JuHx8fX1bV4PnhqdjY2DmV7ee3dTHjBe6fOfgoMD9jTRAE4uPjaW1tJTMzk87OTjweDx988AHZ2dkoFAo2btwoE68Xw3KP82II9EZdv36d8PBwduzYQVJSEs3NzSQlJclFcfv6+ujs7GR4eJjMzExiY2OXnLW5HIiIiJgjlKvVarHb7UxOTuL3++XPFQoF/f39XL16lezsbLlw7RoUc3zieFL38TpWH5YiVdDH3QJVD4s/B351ry8IghBQxFBcVORKEIRvwx8KIS5Fk+ZJIjw8nM8++4yenh5UKhWVlZVy9kzgZ1lZWWRkZOD1euf0yWAwAKDVhjI+HobBINDXN0l3t4E9e9IYHx+Xd9VKpZKWlhbi4uIICQkBIDU1ld///vcUFxej0+mwWq309PSwZcsWLl68SF5e3qIV2A0GAzExMfft4/j4OGq1Wu7HfHi9XgoLC0lMTMRgMHD58mX0ej1RUVF4vV5cLhd9fX1yX0NCQjAYDHP+XypEUXws98Tk5KT8en5bpfBkT08PU1NTVFRU4HA4GBoaIjQ0FLVazcWLFykvLweWl9Dc09NDWlqaXJD5/fffp6Wlhfb2dtxuN+Hh4bKmkCAIGI1GVCrVgvdiIB7XOEsIvA9GRkYYGRnBZrMxMjKCSqVicnJS7qvT6cRisXD79m2qqqq4evUqWq2Wy5cvo9Fo5oz940BrayshISGoVCouXryIy+XC5/MxOTlJaGgoPT09vPPOO9hsNlQqFVFRUWzZsoW0tDRu375NSEiIPNaB99398KDPzqM410oi5y8Fj/s+XsfqxVJq2/2MBbLuRFH83/6YHxQEYQPwErM1aRb7ThCzhtO/iaL4/r3OJ4riW8BbMFsYeKUXoczIyKC8vJzOzk5GR0fnTNqBny3mXZHcyrGxsURFzYbukpLGaW728dWvFhP+/7P35lFx3Ve+7+dXzDPUQAGFADEIJCGhAVmTZSEplixbcXLtaydux4nT6fTN6uHlvuSudGe9dRvR3e/evvfd7rzOzUt3knYS20nsjhPHsmV5kiyhAc1ICCQhZknFUFBFUUzFWL/3x+EcF4ihmAfxWYtFDeec+p1dp87ZZ//2/u4wJZgnhMDPz4/u7m4SExO15pwpKSncuXMHKSVXr17V9HwCAwPp7e3VtJ9Go7e3l6CgoAkbffb29pKSkqL996asrIz6+nq6u7sJDQ1ly5Ytw6YuIiIitHW893W8bY5HY2Mj8fHxPi8/HdTpuMrKSvz8/AgICCAgIICuri4+97nPkZOTo7XeCAgIICwsjJSUFJKSkmhoaBi2X7N1HKelpREZGYnRaOTq1auUlJTw8ssv8+677zIwMIDVaiU2NpbU1FT8/PxITU31qRJzLu0MyrFhMBior6/X7BsREcHWrVspKSkhICCAyMhIKioq8PPz4+7du0RFRZGTk0NjYyMWi4WwsDDKy8sxGo0P2Hs2KyNv375NSkoKKSkp9PX1UVdXR0NDAy6Xi4SEBK3lT2BgINHR0QghcDqd1NXVkZeXR2dn56SOj5HH5UxMVU7md7jQz8nezPVxvMzixZdpu6Nej4NRet1Np6Pm54ByKaV1tDeH8qGGmhjKUZsYLnbU1iTqHedkTmbeJ3R16k6v13PkiI2TJ++xdq0Hl8tFV1fXmHkqycnJtLcrwby8vDyioqLQ6XRcu3YNm802Zc2niS449fX1XLlyhaysLKKioobpTJnNZi3PSd3GWArfk2EuHaeR03FHjx7FZrOxZ88ebZosISGB+Ph4rly5ognyzWb/t5F4Tx1fvnyZpCQlWtnW1sZXv/pVPB4P77zzDk1NTaxbt466ujqfnKe5vuB4Syyo05DeVaq///3vqa+vx2azkZ2djZ+fH/X19Rw5coTMzEz6+/uJiorCbrePGmmdKw0u9cbBNMVv3wAAIABJREFU4/Fov0X12Fm5ciU7d+7EbrdTU1PDwYMHASaVKD7f08SLjWXHaRlfmbA9i5Ty915/v0ZJ9M6eaD0hxBsoGgyZQgirEOIbQ299mRFTdkKIBCGEmlmvNjHc6yVr8OQk9mlB492aJCsri+zs7Cm38DAaoacHzp3To9Nl8tprtbz11nHKy8uJjY2lubl51L5TGRkZFBUVaVIBLpcLq9XK/v37pxWynqgEvLKykqysrDHbf4x3sZrqhayhYTp+vu+MdhHfsWMHVVVVw6ooMzIyuHfvHpWVlfPSH0xtsXHy5ElOnTpFTU0NxcXFREVFkZycTHJyMgMDA2RnZzM4OOhzu4q5svNIvKtUVSfI7XZz6dIlXnzxRV544QXcbje3b98G4P79+wQGBuLxeLh79y4tLS1jTlPPNGpfvosXL/Lzn/+ct956i5MnT/LBBx+g1+u134XRaCQrK4u2tjYMBoN246DaeDI3EmM5l5PpD/kwMV/H8TKLD58UxkeQwVA35vGQUr4wxusvj/JaA/Dk0OOzjC69viRQT2ZqRGg8BeqJiImBXbvA5YLMTCN1dRvw82ujp8eGw+EYVSAQlAuot1RAaGgo+/btIz4+nnPnzo36WTORuzCyugggKipqUv2kJhuBUpNrZ5vRpCbS09OB4Z3a1TyzTz/9VEtwno/+YHq9nm3btrFp0ybKy8vp6OigoqKCnp4e3G43mzZt4vTp0z43N54rO4/Eu0pVdYKKi4uJj4/XHNJ169aRlZXFuXPniI2N5c6dO9y5cwePx8MjjzwyJ+2JvCNAd+/epb29nejoaE3Cwm63Ex0drY3F+3eh3jioNp7MjcRkJFCWmb/jeJnFhy85TyOVxptQhDKXmQLqyczhcNDc3ExmZua0TmZpaRAVpWg+RUbGsHNnNlFRayacektISGDVqlXaBcdisWC328e8WM6EsKDb7ebTTz/Fz8+P0NBQNm3aRGBgoM8XaJh8BGquchjGkppIT09/oIqyqqqKgwcP0tXVRV5e3qyPbSSqA9/W1sbFixexWCy0tLTw4x//mNDQUA4cOEB3dzdNTU0cOHDAp23OV67IyApWVThz/fr1WgsWVVTz7t27dHV1kZiYiMFgeCDfbjbxjgA1NTWxe/du0tPTOXbsGLGxscTGxlJXV6eNx+VyPfC7mIqNJyOBMhmWaqXfcs7TMr7iS7XdsvDFDKKezACtr91MnMwm21VAFZ5U84/U6aPRkju9c7Sio6O1XluTob6+Ho/Hg8fjYePGjbS1tVFRUUF/fz+bNm2a3OAnQVxc3Kxt25vRLuIlJSXs2LEDGK775PF4qKuro6amhpCQEC3nba7at6gOfHa2MvteWlpKVVUV/v7+5OTk0NnZydGjR9m9e7e2zETMlZ1HMpZwZlZWFiUlJXR1dXHv3j3S09NJSkripZde4vjx4zidTm7dukVZWRnZ2dmz3ttRVfc/cuQIJSUlmM1m/Pz8uH79uiYVERgYyJYtW4ZpVXkzFRuPdVz6IjA7HgupzdBMMl/H8TKLD18iTyeklPsmem0Z31BPZmFhYQwMDEz7ZGa3Ky1a4uKU6NO9ewGsW9c74XrqHW5FRQXNzc3k5uYOU8FWL+RlZWXYbDZWrVqFx+MhODh4Qm0cm81GY2PjMBHIyspK9u3bx61bt6iqqqKmpoaNGzfS0tKiXSwaGxvR6XQzeiFraWmZE92W0S7i3tNxqrBjR0cHH3zwgSYf4a01pOpbzTaDg4NaNCI7O5tnn32WH//4x9y/f5+4uDhtGncyDvJc2Xk0RhPOLC8vR0rJm2++SXt7Ozdv3iQvLw+9Xo+/vz/d3d309PRw4cIFPv30U27fvs2hQ4dmbfrU7XZz+fJlEhISWLduHf7+/rz//vva9Oknn3xCYWEhNpuNxx9/nNzc3GFK6DExMVOy8UTH5TLDmc/jeJnFxXiNgYNRGusZhRAxfJaHFAksTwxPEfWkdeLECTo6OhgYGJjWyUxNGn/vPRACenpCSErq92lds9mM2WympqZGmz5S86PUaqPi4mKefPJJHA4HNTU1JCQkkJSUNGqOls1m48aNG5w7d449e/ZoCfElJSVYrVYee+wx7TNNJhPZ2dm89tprPPvss4AyVXHy5ElsNhs7duyYkRP8XCUDw4MX8ZHYbDYuX77Mnj17SE5OpqSkhObmZmJjY7VWHXNBTEzMA9EIl8vFwYMHNad68vl3c2fnibBYLDQ2NlJYWEhwcLDWxLm6upqioiJWrFjB2bNnSU5O5umnnyY6OporV65w9uxZ0tLS6OzsnFX194SEBC5dukRGRgZ2u53S0lLi4uL4zne+Q319vZY8HhwcrK2TkZFBZOTUerFPdFwu8xkL6TheZmEzXrXdfwKuAllA8dDjq8ARlOZ7y0wRi8XC1q1byc3N1ZqXHj51eErbUpPGV62CQ4cgMFDidPrN2Fi7u7t9Sjitr6+npqaGwMBAnn/+eXbu3EldXR29vb3k5ORQW1vLe++9x8mTJ7l48SJ2u53i4mKys7Pp7e2lrq6OnTt38vzzzxMYGDjlCsSRTEZEcLapq6sjPj6e5ORkdDodKSkp5OTk0NLSMmcJvA6HA7PZTFZWFmVlZRQWFlJWVkZiYqLmOE0ln2Uh2RmUKN7XvvY18vLySEtLY9euXWRlZVFVVYXVatVynmJiYli5ciVms5muri4KCwu1Rr3TqYQdSX9/P1u2bKGiooLa2lrcbrcmG6DT6dizZw+ZmZn4+flp1XDeUUiDwbDgbLwUWbbxMr4ypvMkpfxnKeVK4L9IKVd6/eVIKX80h2NcsnjfWRYUFkx5O2lpkJAADQ3Q1uaHn5+SAKWWRqtl6VO5CISGhmo5Wiqj5WipMgR+fn7ExMRo5daVlZW43W7cbjeDg4OsX7+e9PR07ty5Q1FREZs2bdLWVSumvC8g02UhNfns7u4mLi5Oa8kRExODXq+nsbFxTnSeHA6HlvhvsVjIy8tjz5495OXlsW3bNs1pmsrU4UKyM3yW15WSkkJtbS12u52IiAi6urqorq5m5cqVWo84l8tFUFAQjY2NxMXFzUpZ/8DAACEhIaSkpBASEkJERAT9/f2YTCb27t1Ldna2liQ+VgHJQrPxUmTZxsv4ynjTdnullJ8C9UKIZ0a+P5Hy9zITMzAwMCPbiYlBaxQcFOShqCiM+PgGmprGFsfzbrw7HikpKZw5c4b4+Hg8Ho/WzsU7R6u+vp7jx4+TkJBAX18fHo+H1atXa4nop06dYseOHeTm5mod7nU6HSEhIYSEhAyTMHC5XISHh89YOXV/f/+COSH29vZSWlpKbW0tGRkZWhPhpqYmTTl6Nhn5fXvLT0xXZ2oh2Rk+K8wwm82sXbuWsrIyrly5gr+/PxEREeh0OpxOJy6XC5vNhl6vp6qq6oGp05k6DsPCwviHf/gHOjo6MJlM2pgGBwepqKjAZDJpSeJjFZAsNBsvRZZtvIyvjDdtt3vo/+dH+Ts0y+OaFEKIzwshfgrK3X1HRwft7e243W5aW1vp7++nubkZKSWNjY3AZ2JojY2NSClpbm6mv7+f1tZW3G437e3tdHR00N3dTVtbG319fVrJc1NT07BtqP9tNhsDAwM4HA56eno0pe+uri5cLhc9PT04HA4tUfynFT9FFAhEgZJOpj7+4Y0fYrfb6evro62tzad9GhgAf/82Vq7sx+XqoLj4HgkJCURFRdHe3k5YWBipqamUlJTQ3d2Nn58fkZGROJ1OpJTaPtlstmH//fz8iIqKori4mAsXLlBaWkpSUhLR0dG4XC6qq6u5dOkSZrOZFStWsG/fPj744ANKS0u5c+cOTqeT06dPk5ycTFBQEBs3bmTz5s1s2LCBuLg4ioqKtF52jY2NXLp0ifT0dG7dukV4ePi0vychxLS+J9UOI7fR1NSk5QuN/J6CgoIe+J6sViv9/f3odDrWr1+PlJJXXnmFX//616xbtw4/Pz/a2tq0KN1sHHtqtO/IkSOcOnWKU6dOPbBPMTExkz72QEm0nc/fk81mw2g0autGRERQUlJCZWUlaWlpxMfHExUVxfPPP8/+/fspKSnh7/7u7/jd735HRUUFxcXFuN1ujEbjsHNEa2srvb2909qn+vp67t27R0xMDMnJyfT09FBSUkJSUhKJiYn84he/4Pjx4xiNRqSUnDlzhpUrVz5w7Kk2Hu/YW2jnPbfbPe3f01zuk2rj2T5HzOQ+LTM/CDnZGvcFjE6nkx6PZ76H4RN37tzB7XazYcMGQHGcZL7U3ptsYqfTCW+9BVVVNnp7daxbd4M//uM96HQ6bXsej4djx45x6NBnvu+dO3eoqalhxYoVWtWb2on+scceGyawWVNTw+rVq0lJSdGq8U6dOkV2dja3bt2ipqaGQ4cOce7cOUpLS7Hb7axcuRKArVu3an37AK5du0ZcXJymdq4mmUdFRWlJ5jNRFaT20JtvvO1UV1dHd3c3Ho8Hk8nEjh07tIhcVlYWwcHBM9aoVv2erly5wltvvYXJZMJoNJKWlkZ1dTW5ubk+yxGMx0KxszdqO6DGxkaysrLQ6XQ89thj1NfX8/bbb9PR0cGdO3cIDQ1Fp9Px1FNPERQUpOWhmUwmzpw5Q0ZGxpRs5P0bCQ4O5vr16+zevZu6ujpiYmKoqKhgy5YtHDlyhG3btlFeXj5upeN0bTyV88p0qaurW1S97RbicTwRQohuKWXYfI9jMgghrkgpc+d7HNPBF6mCIOBZIMV7eSnl387esB4O+vt9q4rzBXXqrqxMR3Cwh9u3E6mpcZKe/ln+yljTAXa7HZvNxqFDhzCbzVrPubS0NGw2m3axd7lcxMTEkJKSolXjqbkl6rRbWVkZDQ0N+Pn58cwzz2A2m7HZbJSXl6PX6/F4lN57LS0t7Nq1C4vFwnPPPYfZbMbj8Whl+zNVTt3X17cgTobedvLuZ3bp0iWtXY/a1+yjjz5ixYoVM7L/drud2tpaXnnlFS2fR6/XU11djV6vx263z4i+1EKxszdqlZnqNKiOe2VlJTt37iQsLIyamhpSU1NxOp309PRgNBqHlfUbDIZhkgGTwfs3YjabCQ0N1X5DqoK42gw4Ly9PmzIc63tfiDZeaizbeBlf8aU9yxHAhVJpN7GA0DI+450wnr87f9rbGxiA4GAPYWGSgQEz587dIjp61bjieOpUx+7du7XmtWrPuaKiIrq6ujQhzZKSEqqrq1mxYoW2fnh4OFVVVcBnzX2Dg4Pp6enRnAT1//Hjx2lvb8flchEVFaUl4losFsxmM5mZmTNeTr1QToTe4qgqLpcLp9PJU089RVVVlZakvHr1aiorK2fEeVLlEXJycti1axcdHR2aI9va2opOp5uRJrgLxc6+0NnZSVJSEv39/djtdlpaWujq6qKtrY2dO3dqjoyveYEj8XZG6+vrqaqqory8HH9/f86fP8/27dtxOp0MDg4+IIY5XqXjYrLxYmXZxsv4ii/OU6KU8olZH8lDSFdXl/b4cN7haW/P3x/Ky4MZGAC9PoqDB1dOKI5nMBhwu91a5ZEaaaqvr+fs2bNs2rRJK6uPiorCbDYP0yTKyMjgk08+0RysyspKysvLefzxx4cl2prNZu7evUtoaOiw7vFqEvts0d7eviBaSYSHh/Pqq68ipdSiP62trQQEBKDX63E6nZrGTHR09Iw1KFXlEeLi4ujo6NAq/IqKimhubmb9+vVERkZO22FdKHYeD3V84eHhtLW10dnZidVqZc+ePXg8HlpaWqipqSEtLQ2Yeksi1Rm12WxYrVays7P55JNPCA0NxWaz0dTURG9vLytXrnxADHM8J3Yx2Hixs2zjZXxlvIRxlSIhxLpZH8lDiOqwzBQDA5CV1cP69W4SEyEwMH5YOfpYkYyQkBBcLpem1RQdHU1YWBiZmZkkJycTHR1NTU2N1rzU2ymyWCykpqZSUVFBYWEhFRUVpKamjvpZDQ0NZGVlDeseP9sd3kdqVM0H9fX1uFwu9u/fj8lkwm63a2KNERERwyJSDoeDtrY2BgcHZ+SzVXkEtZqrqKiIM2fOUFlZSXd3N9nZ2dTU1Exby2gh2HkiVMfEaDRy+/ZtysrKSE5OBhSl/bS0NE1ew+l0Tvvz6urqiI2NRQjBzp07SUlJwWw2c+/ePXbt2sUTTzwxqVyqxWDjxc5StLEQrBCCk0JwWwhuCsG3R1lGCMEPhaBKCG4Iwez1zFoi+BJ5ehR4WQhRizJtJwAppVw/qyN7CPAuFZ8JjEbw84PS0hCiouDMGUUDaiJWr15NeXm51obl+vXrCCHYvn07ERERlJeXExgYyKVLl2hpaRk2bQcMy+MZDzXC5T0dMtsd3pubm+e9X5V3U9jAwEAArQowLCyMV199FZvNppXMd3R0PGDjyVJfX09lZSUVFRUEBgbS0tKClJJ3330Xi8VCQEAABw4cQAiBXq+f9jThQrDzWIyMJAQEBJCWlsbRo0ex2WxaJWpAQIAmr+F2u31Wm1Z/xyOjRt3d3bS0tJCTk6Mt88gjj3DkyBGuXLlCS0sLjY2NPkc6pmvj5YjKxCzk43gaDADflZJiIYgArgrBJ1Jyy2uZg0DG0N9W4F+G/i8zBr44TwdnfRQPKWpj4JkiJgY2b3YzOBjOxo3Q1qb0vhsL9QLb0NBAT08P5eXlJCUlUVVVxdNPP01GRgZvvvkmFRUVvPTSS9TW1tLe3o7H48Fms0041WOz2SgrK0On0xEaGkpfXx8ul4vVq1drztNMNEUej4VwIlSTxb1JT0/n/PnzSCnZv38/R48e1aodd+zY4ZMzOlait9rbLScnB1Bs7HA4KCkpob+/n7CwMPbs2YPJZMLpdHLy5EnMZvO0WpEsBDuPxWg2iouL43Of+xxNTU184Qtf0JLJVZ2x+/fv09LSolVfhYeHj2kb9VhWP0ft7VhRUYHVah2moVVZWYm/vz8Gg4Hdu3drU9e+OGrTtfFSbeY7kyzk43iqSEkj0Dj0uEMIbgMWGOY8fQF4TUokcEEIooUgfmjdZUbBl2m7jlH+ZiYh4yFH1QcZyXTuEDdujCQ9PYyGBsVx8h/DPVYvsGorim3btmEymUhMTGTDhg0EBwdrid/BwcFcuHBBc3z27dtHXV3duONQpwD1ej27d+/WGgufP39e01hRk9gzMjJm7a54pnKHpsNoyeKtra04nU70ej0Oh4Pe3l5iY2PZsWOHz9otY+XkeEe64uPj2bp1K7GxsVitVuLj49m5cycmk4mamhq2b99OQkICa9asmVYrkoVg58mSkZGhqY97PB6cTifl5eWEh4djtVpZtWqVduxeunRpVNuMjB6rx312djZPP/00gYGBHDlyhNu3b+N0OikqKuKRRx4hNjZ20lPXi9HGi43FaWOjvxBc8fr707GWFIIUYCNwccRbFuC+13Pr0GtjbefbQhA5NN33ihAUC8H+aezEosOXyFMxsAJwokzZRQONQohm4JtSyqujrSSE+DmKmGazlDJ76LV/B9RwRTTQJqXcMGK9YOA0EDQ0vt9JKadfirYAGSu6MJ07xLQ0PTqdojYeGgqffAIbNjzoI3tfYNUKu/379/OrX/2KnTt3cuvWLdra2mhubmbPnj20tbVp1XR6vZ7m5mZAuVhcvHhRu0NX8zqKiorw8/Pj0qVLlJSUEBUVRWBgIC6Xa9wk9pl2ohIS5r+HdUZGxrBGvC6XC6vVipQSu93Ojh076OrqwmAwcOvWLaxWKxs3bnxgO2NND41kZKRLbQpbWFhIeno6ra2tWK1WNmzYgNPpxOFwkJubS1BQ0KgNn31hIdh5slgsFk3pW705iIqKoq2tjaioKPr6+rh8+bKmyVVUVMRzzz03bBuVlZVa1Ki+vp633nqLgYEBLeL65JNP8tprr3H27FmeeOIJAgIC6O3tHaZ9pE5dT3TsL0YbLzYWp43tA1IyoWaSEIQDvwf+s5S0j3x7lFXGE4H8Yyn5ZyE4AJiArwO/AD72cdCLHl+cpw+BP0gpPwIQQuwHngB+C/yYsedFfwn8CHhNfUFK+SX1sRDiH1EkEEbSC+yVUnYKIQKAs0KID6SUF3wY66LCl6mvqTAwoOQ/RUdDRQXo9QE88sjwZUabSlq7di0xMTGa01RcXExdXR19fX1kZWVpgpetra0MDg5q0avY2FiSk5M1faj+/n4qKio4dOgQ9+7dIzk5mRs3btDe3o7dbufQoUNaI9SRzPTUQkNDw7yfEFVnRHUa4+PjsVgsVFdXYzKZKCsro6qqCofDwc2bNzl//jyBgYFs27Zt2FTayOmhsVAjXd4X45s3b9LX18eFCxfIzMykrq6Ozs5O/Pz8eOSRR7BYLHg8ninnny0EO0+EOk1dXl5OdHQ0AQEBZGZmEh4eTl1dHRs2bCA5OZnTp0/T1NTE1atX2b59O1FRUdr0Zn19/TDnUq2SVCvrYmNjtZZIb7zxBs888wzPPPMMv/zlL+np6SEoKIi4uDgSEhIemLqe6HtdSDZ2OpXIttGopAssFRaSjWcSIQhAcZx+LSWjtVazogRJVBIZf4ZJdbaeBH4hJSVCjOqALVl8cZ5ypZTfUp9IKT8WQvw3KeV3hgQ0R0VKeVoIkTLae0IIATwP7B1lPQmoZ/CAob+lI4PuhS95LVPBaISeHnjvPRACenpC2Ldv+ElutAtsa2srCQkJbN26FZvNRk1NDfv378dut5OQkEBDQwPl5eVcv34dm83GW2+9xebNm+nr60On02n6UBcuXCA7O1tTUh4YGGDv3r2cO3eO9evXU1hYyJYtW+ZE7XihnAhVwcb4+HjCw8O1yFtISAg6nY6SkhJNbX7NmjXExsZiMBg00dDJRINGRrrOnDnDhQsX2L9/P06nE51Ox7Vr1+jv7+fFF1/UHKbp5J8tFDuPhXcemNlsxu12U15eTkBAADdu3KCrq4sLFy7Q3NxMU1MTDQ0NNDU1YTAYSElJITAwkOzs7DET6+vq6njyyScpKyujo6ODtWvXYjKZqKysJDg4mNWrV7Nnzx7tu1d7RY6lvzYaC8XGajeDwUGlQOW555aOA7VQbDyTDDk1rwC3peSfxljsXeAvhOBNlICIa4J8p6tC8DGwEvj+UCL64mjvMUP4kvPUKoT4KyFE8tDf9wCnEMKPqRtrF2CTUo460S+E8BNCXAeagU+klCPnZ5cEo+WsHD51eNrbjYmBXbtg1SrIy4OODh3V1cOXUS+w3vkeJSUl2nRCXV0dWVlZZGZmkp6eTnNzM7W1tZw5c4b9+/ezb98+YmNjqaysHLYfUVFRWK1WNm3apKmNr1q1isjISO7evcvnP/954uLiJsyZminGyiubT9Qp0+zsbEwmE8XFxYSGhnLhwgU2btzI6tWrWbNmDQ6HY9R8mImqNC0WC1lZWZw7d47CwkKOHTvGE088wc6dO8nMzOSll17iq1/9Ku3t7QQFBT2QfzYVFqKdvfGeptbpdOj1enJycqiqqqKiooKNGzeyZcsWBgcHuXr1Knfu3MHj8RAZGUlJSQnnz59n06ZNmqM58jvo7u5Gr9eTkZFBeXk5drudsLAwzWlTL8rqd1NWVkZhYSFlZWU+q+nPt43Vc1N1NTQ0KJHtwcHxi1IWG/Nt41liJ/ASsFcIrg/9PSkE3xICNTByDKgBqoCfAX82wTa/Afw1sEVKulGCHF+fneEvTHyJPP0RkA+8gxKqOzv0mh9K9GgqvAC8MdabUspBYIMQIhr4gxAiW0pZNtqyQog/hc8S5Obqojxd1JyXkeMtKCzg5ZSXp739gAAdg4NhvPdeIJ2dAxw54iAgoIuoqM/83bCwMI4fP051dTXBwcHs3LmTrq4urFYr9+/fJz4+XhPytFgsNDc3k5qaysDAAC0tLfT39xMQEMDNmzcJDAzEarXicDioqKjg/PnzxMTEcOHCBXp7e7U2IB988IFWdTcX35XH41lQx4TVaqWuro6kpCSCg4O5fPkyAQEBrF+/nnfffZczZ84QEBCA2nMyKSmJK1eu0NTUpH1PoaGhxMTEUF1dTVpaGikpKaNWCYWHh2M2m3E4HISFhdHR0UFXVxd1dXVa53j1+1e309/fPyV7LTQ7j6S6upqkpCRNGDM6OhqPx8Pt27fJyMigqamJu3fvcufOHR5//HFOnz5Ne3s7R44cwWAwEBoaSktLC52dndTV1Wk2s9lsBAYG0tXVxfXr19Hr9YSEhHD8+HFOnjxJREQEW7Zswe12Y7VaCQpSgvUpKSkMDg5OyubzbeOCwgL+Q8wfc+RIGCUlgRQXQ05OH93dXdTVjX4fPdNyLLPNfNt4NpCSs4ye0+S9jAT+fBKb3Q5cl5IuIfgKsAn456mPcvExofMkpbQDfznG21WT/UAhhD/wDLDZh89uE0KcQsmxGtV5klL+FPgpKI2BF0sTyt7eXpxO56hNM9XXDp86PC3l8f5+JaweEdFBaKiB0FAD3h+XkpIyrFmvd/8vVcDRu4T62rVrJCYmEhoaitlspru7m0uXLlFaWorH42HXrl20tLSQkZHBlStX2L9/P6dPnyYoKIgNGzbg5+enJaiHhYXNScPQmejbNpNERETg5+dHZGQkqamp9PX1UVxcTFFREQMDA+zatQuz2czg4CA3b96kpqYGIQRr166lt7eXqqoqLl++zJ/8yZ+Qk5ODn58f9+/fJyAg4IHoRW9vr9b0OTIyEqPRqCUrNzU1sWPHDq1Mf7pTqAvNziNJS0sbZoOgoCDCw8PR6/UcPHiQEydO4HQ6SUtLY+PGjZSUlLB27VpWr15NQ0ODVh2p9mPs7e2ls7OTiooKbty4QWdnJy6Xi+eee47169djMpm4fv06ISEhXLx4EbfbjcvlGhZlGpk4PhELwcahoUlERysR7eZm+MIXICdn/DEtlnMyLAwbLxL+BcgRghzgeyjTgq8Bu+d1VD4iCkQH46QDyXwZOdE2fGkMbEIxzlpAa8YmpXwgX8lHPgeUSymt43yW70E4AAAgAElEQVRe/5DjFDK0/P+Y4mctaNQ+SodPHaagsEB7XRR8dpMwHecpLQ2ioqC6OoC0NCUXaiTe1XKNjY3odDrMZjMpKSlaXk5UVBQulwu73T6sdcXg4CDr1q2jrKyMsLAwKioqSElJITs7G4PBQFlZGZ2dndy6dYu1a9cSGhqqTQv5Wo4/XcLCFlazcYPBMCwnyWQysW/fPj7++GO++c1vakrvHo+HLVu28MYbb/Dss8/S3NysOTjZ2dmUlJQQGBiI2WwmJydn3Cq5lJSUYTlQqp7U448/PmP7tdDsPJKReWCtra1UV1eTnp5OSEgIubm5nDp1iujoaIqKisjOzmbTpk0UFxfz0UcfER4erqmRg5L8f+LECRwOB48++igrVqygrq6O1157DYPBQFpaGh0dHVgsFs3OV69e5ezZszz66KNTqmicDxuPPDet+o1yblrbks+GtsMsNT9joR/HC4gBKZFC8AXgn6XkFSH42nwPyldkvowAEAXib4Em4HWU6NyLQIQv2/Bl2u7XwL+jyA58C/ga0DLRSkKIN4A8wCiEsAL5UspXgC8zYspOCJEA/JuU8kkgHnh1KKdKB/xWSnnUl51ZbPT19QGKg6Q6SaJAIPOl9ng2UfMxVq1aRVRUFAMDA/z6178mOjqahIQEIiIiqKio0GQItmzZQk1NDU6nUyunb2pqIjMzk+effx6TycSxY8cAiIyMxO12ExkZSW5uLn5+flpZ/JYtWzSpg9mmt7d3WAPmhcDI6rusrCwSExOJiYmhsrJSiwSlpKQQHByMTqdj/fr1OBwO3G43ubm5DAwMUFdXh9lsfkClXb17ttls1NbWotPpMBgMnDx5EofDQVZWFrm5uTPSeFhlIdrZm5E2j46OZteuXQCcOHGC4OBgpJSEhYVRW1vLwYMH8Xg8uN1u0tPTefbZZzWntbGxkU8//ZSBgQGSkpLQ6XTU1taSlpZGQEAAERERmEwmDAYDW7Zs0aK3Bw4c4Pbt21NWc58PG488N1X8keTddyE8Djo7lcrepcRCP44XEB1C8H3gK8BjQuCHkve02Dgg86W3YsC/iAJxEfifE63oi/NkkFK+IoT4tpSyECgUQhROtJKU8oUxXn95lNcaUEoekVLeQBHxWtIYjcYxoy/eTpP6OH93/qSjUHY7BAfD2rW92nPvqhg1idbhcGCz2XA4HOTl5dHU1MSqVau0ju/eVYEDAwNUVFRQWlpKfHw8qamp2Gw2XC4XmZmZdHd3Y7PZKC0tZc2aNYBSPdbU1IRerycvLw+73a41Fp5t/MdSCZ1nvKvvMjMzuXjxIuvXr8disXD+/Hm2b9+OwWDgxo0bNDU1kZeXR1FREXfv3sVms6HT6bSGsqp0hIrdbqe2tpb3338fk8mE0WgkKyuL5uZmzGYzjz322LCxzIS21kK1szfeNg8KCsJisQwTvgwMDOT27dsAfPTRR7S3txMTE0NeXh7x8fGaoOWPfvQjBgYGyMjIICsrC5PJxOXLl6muriYoKIiGhoZhsgjqbyg9PZ3y8vIpy0EsBBv7+4N62oqIGD2avZhZCDZeJHwJJff5G1LSJARJwP8zz2OaCoOiQLwIvIkyjfcC4FNjUV+q7fqH/jcKIZ4SQmxE0YBYZhqMNa+evzsfmS+16JP6eCrTd2qvu87OaPz8HjzReWs91dXVER8fT3JyMj09PZrsgJo82d/fz8WLF6mqUtLcUlJSyMrKwmw2k5CQQHl5uVaWXVampKfl5uaSmJhIU1MTcXFxWK1WraorN3dCTbeHitWrV1NSUoLT6RxW/fjoo4/S2NjI2bNnKS0tZe3atXR0dGA0Gqmvr+fOnTsPtPcoKyvjlVdeITQ0VBM1raqqIjY2dtRk2Ic5x6OyspJ9+/aRm5tLamoqL7/8Mnv37mVwcBC3282uXbuGNe/V6/XU1taybt06wsLC6OrqIiYmhs2bN1NRUYHT6cTpdLJmzRpycnKIi4ujpqYGm81Ga2srUspZbUc0m3zvkXw++UQR3+3uhscfXzoSBctMDilpkpJ/kpIzQ8/vSfmZpuMi4o9QCt9sQ3/PDb02Ib642X8vhIgCvgv8byAS+D+nNs5lvPGOFqhMJ8dpJDExigaL3R4+qpidd9uQ7u5uoqKi8PPzo6enh4sXL9LV1UV9fT1hYWFER0ezatUqAgICcDqdVFZW8vrrr3PgwAH0ej2Dg4McPXqU/v5+mpubefrpp7FYLBiNRm0qpLS0dFKl2TPBwCKZV1DFGk+cOMGNGzfw9/dn3759mp1eeeUV/Pz8NFXsK1eucP/+fV5//XWef/55LTpYVlbG5cuXycnJYdeuXXR0dFBeXo5er9d6tc0Gi8XOI1FvIE6fPs3KlSvJzMwkIyMDf39/PB7PA9PLra2tBAYGsmLFCmpqaigrKyMpKUlTbdfpdBw4cIDNmzdTU1NDZWUlaWlpmixIf3+/duMw2YjffNv4OdNhjl6EzEylb+Yi/crHZb5tvFgQgm0o/sBqIBCl+r5TSqLmdWCTxyLz5Re8XxAFYidQN9GKvlTbqflGLmDPVEa3zOgEBgaO+37+7ul3pYmJGfvuUE2iDQsLIyQkhLt37+JyuZBSsm3bNk0c8/z587z44otartOuXbuIjo6mpKSEN998k+7ublavXs2zzz5LREQEFy9eHJY3YDabCQwM1Kaf5hK1NHyhYzQaMRgMPPXUU3g8Hp566intvdzcXC5evEh7ezs9PT309PSQnp7Ozp07aWtrIycnh6KiItLS0iguLsZoNLJq1So6Ojq0CGJ5eTkdHR1akcJMs1jsPBL1BqKzs5OICCVP1OVyERoaSlJSEh9//DFOp5OoqCjsdjsnTpwgIiKCY8eOkZSUhNPp5PXXX8dqtRIeHs6KFSvIyMggODiYzZs3U1xczCeffEJtbS0vvvjisGTxyUb85tPGTiecOaN0LKishNzcpTdlB4v3OJ4HfoSSv/wWkAt8FZiaSNz88r9RZBYmeu0BxnSehBA/HG9FKeX/4dPQlhmTiaIAMxmFGg31JH7ixAkaGxu5desWmZmZbN26Fb1eT1FREY8//jiVlZW0tLRgtVpJS0sjJiaG5uZmqqurWbduHVarle3bt1NdXa01l3333Xc5ePAg/v7+pKWlDRMKnEu6uroWRQKoeiH1/n/nzh3teUREBAaDgYSEBD744ANNfVyv1yOlJCsri6KiIq5fv47H40Gv1+Nyudi+fTsRERHcvXuX8PBwDhw4MCvjXyx2Hol6AzE4OEhXVxdCCC1PKTAwkI0bN2pFE+p38eSTT/L2229TWVlJQ0MDGzduZO/evRiNRqSU+Pn5cfPmTerq6ggODiYjI4Pk5OQH+uJNlvm0cXU1uFywZ48ikLlr19Kcslusx/F8ICVVQuAnJYPAL4SgaL7H5CuiQGwHdgAmUSC+4/VWJEoUbULGizx9C0Vb6bcoPW4eqr41c4F6pzse09V6mgiLxcLWrUqxgc1m49y5c/T09NDX10dqaioWiwWTyURjYyPd3d3Ex8djs9m4evUqW7Zs4dChQ7z66qtUV1fT39+Pw+Hg5ZdfpqWlhZKSEm7cuEFoaCipqama4OZcEhW1eKLIapLx9evXOXXqFDqdjszMTOrr62ltbeXs2bMkJCQQGRnJtm3b+PDDD3E6nXz44Yd0d3dTVVVFamoq2dnZWu9BteFteXk53/3ud4fl78wki8nORqORjo4O4LMbiKKiIj788ENNfywwMFCTc1ATvBsbGzEYDDQ3N/PEE0/gdDq5fPky9+7dIy0tjYaGBqSU/OpXvyIgIIB9+/YBikSBlPKBvniTZb5sPFrUaUixZMmxmI7jeaZbCAKB60LwP4FGYDHpPAQC4Sg+kPeFuB34j75sYDznKR4leepLwACKXMHvpZTOKQ11mQdoa2ubcJmCwoJZj0CpmM1mtm/fTnBw8DDxTLWEPjY2FpfLxZ07d7BaraxevZrCwkL8/f0JCgqis7OTpKQkDAYDBoOBnTt38sMf/hCTycTatWu5dOnSnOyHNw6HY9Z6CM4Eat6Ld+81h8NBdnY2R48eJTQ0FJfLxbZt27SKxcLCQhobG/Hz8yM4OJiAgACio6O1SsYbN27wxS9+kYaGBi5evKgpWXd2dk77Aj4WC93O3hgMBs15AsWBeu655wgKCiIyMpLy8nLN4bdYLDgcDux2O52dnXg8Hu07AuX7+/jjjzl58iQrVqzQ2urcvXuX06dPk5CQQE5ODoGBgVOWKFCZLxvb7eDxKE5Tc/PSjTrB4jqO55mXUCI0f4GSA70CeHZeRzQJZP6QckCB+KXMl3cBRIGIAdpkvvSpl+6YzpOU0gH8K/CvQggLSgnfTSHEX0kpX5/+8JfxpRnoXJORkcEnn3xCenq6JqjY2trK7t27uXr1Kj//+c/p6uoiMTGRxMREXC4XHo+HwcFBnE4nK1Z81phbr9cTHh5OZ2fnvFV0LfQTocFgwOFwDOu9Fh0drckLnD17lq985Ss4HA6MRiO5ubn09vbS0tJCQkIC2dnZvPfee9y8eZMvfvGLDA4OUl5eruU4ud1uvvrVr5KRkYHJZKKkpASYXKNhX1jodvaFzMxMMjMzNRkN1bE1GAzY7XbCw8NpaGggLy9Pc55U6YjVq1eTm5uLwWDgxIkT7N27l/b2di2qq/6WpsN82djfH65dUxLE/f1ZcsKY3iyF43gukJK7Qw/dQMF4y04FUSCeQGn34gf8m8yX/zDi/SAURfPNgAP4ksyXdUPvrQd+gjIF5wG2yHzZM2L9vwF+K/Nl+dC2PgA2AAOiQPyRzJfHJxrjhFIFQohNwH9GEcP6ALg60TpzjRDi80KIn4KSR9TR0UF7eztut5vW1latAkxKSWOj0ii6oaEBUELxUkqam5vp7++ntbUVt9tNe3s7HR0ddHd309bWRl9fn9ZEt6mpadg21P82m42BgQEcDgc9PT24XC66urro6urC5XLR09ODw+FgYGAAm81Gb2/vA9toamoi/2Q+okBoGk/q4+9/9P1Z2Se1EmvIlqSmpnLq1CkKCws5ffq01octKSmJ9evXs3nzZsLCwnjnnXcIDAxk5cqV1NfX09DQgF6v15pr3rp1i7CwMPr6+vB4PAgh6Ovro62tbc6+p4aGhml/T6N9101NTdoFcbr7dOfOHS0K6Xa7qa+v59ixY1y4cIFPP/2Ujz76iPfeew+73c7Zs2fZt28fYWFhVFdX8+abb1JTU0N1dTUmk4lt27YRFxdHb28vPT097Nixg4SEBPr7+7U2LxcvXpzxfVLlKebz9zSZferp6XlgnxwOhzZ2tY2L9z7FxMRgtVq5fPky3d3dWK1WLl26RGxsLCaTSaueXbNmDTdv3tQ0z4xGo+Z8TWefVBvP5LHny/dUXe0kIcHD6tUuNm6E+vrh4xpvn9xu95z/nqZz7Kk2XmjniPH2aT4QgkNCcE0IWoWgXQg6hKB9RrZdIPyA/w84CKwBXhAFYs2Ixb4BOGW+TAd+wFAXElEg/IFfAd+S+XItilB3Pw/yJeDO0OOvofhCJpT2Mv/Np3HKMSJUQogCFFXx2ygCUh9KKRd0HadOp5Mez+gNKhcr3orjs8nI/nYj/zc2NpKdnc1PfvITdu7cSWlpKTExMZSVlTEwMIDVamX9+vVERESwebPStlBttvr8889jsVhmpIfaUsTbvr29vfzmN7/h61//OufOneOdd95h9+7dpKSk0N7ezh/+8Af27NmDw+GgtrZWE3ysr68nMjKStLQ07t+/z8aNG/nZz37GX/7lX2qRlMzMTDweD8eOHePQoUPzvNfzS11d3QM910Ye96O9d+XKFQoLC5FSYjQauXjxIhERETz66KMEBASQmppKaGgof//3f8/69evZu3evFvGbS4mOmcLphF/+Ei5fBiGUqbuXX/Z92m40Oy8zswghuqWUc5pvJARVKD1qS4eaCk9yfXFFSjmq2N9QMvdhmS8PDD3/PoDMl//da5mPhpY5P+QwNaE4PweBP5L58ivjfn6BuCbz5cahx78HPpb58idDz4tlvpyw2m68yNN/BaKAHOC/A8VCiBtCiFIhxI2JNrzMxKh3Fwsdo9Go6eEEBwcTHBxMTk4Og4ODWvn7s88+y9e+9jUGBwf53e9+x+9+9zsGBwfZvHnzvF4wFouN1aqvK1eusHLlSgBNIiIyMpKbN2+SkZHBhg0beOedd7h9+zZms5ng4GA6OjpYu3YtaWlpvP/++7S0tGCz2TAYDAQHBw/TE2ptbZ0VkcbFYuepotowNzeXL3/5y8TGxtLT08Pg4CCrV6+mtbUVl8tFY2MjJ0+e5P79+9y+fZsjR47MmLbZfNjYu8pu1aqlne8ES/84nkHuA2VTcZx8wDK0fRXr0GujLiPz5QCKlJIBWAVIUSA+EgWiWBSI743xGb2iQGSLAmFCkWD62Os9n/RcxksYX+nLBpaZOr6U7s+E1tN0MRgMmh5OYmKi1o8tIyODzs5O2tvb2bFjBxaLhZdeeknL7VDv4ueT+ZBHmArqhfW1115jYGBAy33au3cv9fX1/OAHP8DPz4+4uDj0ej2rVq3i4MGD2tRde3s7K1asICIigsjISLq6ukhISKCxsXFY/poaAZlpFoudx2M80UrvnD3vCtWEhASam5vp6uri/fffp6enh8zMTL7+9a+zYsUKysvLycjImJEbiLm28cNUZaeyFI7jOeJ7wDEhKAR61Rel5J98WjsMoygQV7xe+anMlz8dejxaZf9IJ22sZfyBR4EtQDdwQhSIqzJfnhix7LeB36FEq34g82UtgCgQTwLXfNmF8RLG74713jIzg9q2ZDxmo9LO6VQqaEZTHR8LNTISEBCA2WymuLiYiooKVq5cSWJi4jDhv7ESY2eih9pk8cXGCwWLxcL27dtpbW0lLy+Pe/fu0draSkhICBs2bGDr1q0YDAa6urqorKzkgw8+IDY2lmeffZbLly/jdrtZt26dloSemJjIihUrhjUgnq2po8Vk57GYSlFDamoqbrcbk8lEcXExubm5pKSkYDabNYHS6VbZqcy1jR8WbSdvlsJxPEf830AnEIxS9j85urDL/NGn7VAiTSu8nieiyCWNtox1aNouCmgder1Q5ks7gCgQx1AEL4c5TzJfXgQeuIuU+fIYcMyXXVjugjiPxMbGzvlnOp3w1lswOKj0vXvuufFPiA6HA4PBoJ3833zzTZqbmwkPD+eZZ57BbDZTU1Mz5vreDtN8VNzNh42nQ0ZGBr/5zW+w2+0kJSVx+vRpAE3N2mq1cuDAAdLT06mpqWHbtm0MDg5y5swZuru7CQsLo7S0lNTUVJKSkqitreW5557TGhDPFovNzuMxGSffbrezb98+jEYj165d4+mnn8ZkMnHs2DHWrl07I1V2KnNp44cx6gRL6zieZfRSsn+Wtn0ZyBAFYiVQj6JkPrLf3Lsoid7nUXSZPpX5Ug7lQn1PFIhQoA8lAfwHY32QKBAGIB8lWiWBs8DfynzpmGiQvjQGXmaWUPvKzSV2u+I4RUdDY6Nydzn+8p+d+C0WCxs2bGDPnj1s3bpVK+uNGcf7mu+ms/NhY1+pr6/n1KlTnDx5klOnTmkaTElJSVq0aHBwUJMfqKio0CJHZrOZ1NRUGhoaOHLkCLdv3yYkJASPx8OGDRv4whe+wPbt26moqKC+vn7W92Uh23myTOaY9W6uHRISgsvlQq/Xa4rkLpdrxnLM5tLG1dXQ3v7w5DqpLKXjeJY5LsTsOE9DOUx/AXyEUrD2W5kvb4oC8beiQDw9tNgrgEEUiCrgO8BfD63rBP4JxQG7DhTLfPn+OB/3JtCColH1H4ce/7sv41yOPM0jkZGRc/6ZRiP09MB77ynVM5GREBLSwNWrF+nu7qaxsVFTtvaV8Zyn+WY+bOwL3qKYZrN5mAaT0WgkLy9vWLRIzR1TI4BqdCQ8PJy6ujq2bt1KbGws6enpXLt2jZaWFkwmE9nZ2VRWVmoVd7PFQrXzbKPmAhqNRhISEigvLycmJobg4GDsdrumUj4TzJWNvaNOd+7Ali0PR9QJHt7jeAr8OfA9IehFkQIQgJSSGTHgaNNnMl/+jdfjHhQR79HW/RWKXIEv6GW+/Duv538vCsQXfVlxzMiTWlU31p+PA1tmHCar0XH41OFh/6dCTIxyF7lqFeTlgdXqorDwPqtWrWL37t1kZ2dTU1MzJ9GKuWC+dFAmwlsUU6fTYTQaycnJobKyUotkjIcaHSkqKqKrqwspJSdPnqSnp4ecnBxKS0spKSlh06ZNdHZ2znq+2UK182yh2lPNBVT10vR6PUePHqWpqYmysjJNpXwmmCsbq4rimzdDUtLDE3WCh+84ngpCIIC1UqKTkhApiZSSiJlynOaYk6JAfFkUCN3Q3/PAeJEqjfEiT6oQzJ8P/VdVxV9EyWIfFyHEz4e20SylzB567d8BNaQRDbRJKTeMsb4fcAWol1IuSVGawMDJ5dmprVqm27IlLQ2iouDkSbDZ3MTErMVk6mNgoEVTtp5utGI+ksNHY7I2niu8p3tU9Ho9nZ2dY+rijLRpf38/FRUV7Nmzh5iYGN5++20+/fRT4uPjaWlp4Ytf/CJBQUGEh4fP+vTpQrXzbDGykXNZWRmXL18mNTWVL3/5y3R2dpKZmakpkc8Ec2Xjh0lRfCQP23E8FaRECsEfUNS9Fzv/CWXaT41U6YDOoWbBUubLMR3CCavthBA7pZQ7vd76ayHEOeBvJxjUL4EfoUioq9v8kvpYCPGPKNoMY/FtlPnOxejN+oSqSDyS2W4GrEafXC4wGGz098fidIYTEaGojEdFRU07yXW+c51UxrLxfOM93aMykQbTSJva7Xays7MxGo1IKdm1axe1tbU0NTWxfv16goKCZk2aYCQL1c6zifp9WCwWLBYLbrebRx55BIPBoE2zzuTvYK5s7HCAxQJmM0ipOFEPCw/jcTxFLgjBFim5PN8DmSaXgX/0zosSBeJnMl9+c6IVfUkYDxNCPKptWIgd+NA9WUp5GqV08AGEEAJ4HnhjjPcTgaeAf/NhfIuWsdTdCwo/axV0+NThB1q1qP9FgZjyFJ4afSopieP8+T4++ghcLuVwUJNcR4seqdES7/dGLrdQok4wto3nG+/pHm8NpoyMDG2Z8WwMSvRq06ZN3L9/H6fTiclkYsOGDVy+fFmbNporVeuFaue5JCYmZlZvGubCxmq+0/37cPUq6HRKnuTDwvJx7DN7gPNCUC0EN4SgVAgWYzpPCkp13t94veZTRM2XhPFvAD8XQkShlPK5gD+e7AhHsAuwSSkrx3j//0UR4YqYaENCiD8F/lR9XldXN82hzR1qr6LRUPfj5ZSXeTnlZQBWvrqS2q/Vav9HLjtZzOYgPJ5AenqsnDkTQ3S0A3//Dq5fv86GDRvo6OjAarUSFBSkrePxeLTXrFYrAEFBQcO61AMPPJ8vxrPxfBMWFsbx48eprq4mLS2NlJQUrceaircdR9q0s7OTlpYWwsLCOHfuHD09PZhMJtasWcOWLVu07c3Fb2Ih23k0ZnI6TaWrq0uz9cjfzUwwFza+cSOQu3dDWL9+EJtNR1qaG5erH9d4cwTjMBt2nk0W23E8jxyc7wHMEG3APuCHokC8h9LD1ycmdJ6klFeBHCFEJEovvCn+jIbxAmNHndQ8qatCiDwfxvdT4Keg9LZbTH2UWltbtUjO4VOHh0WcVr6qCLzn784fNoWn7t9M7KfdDsnJMDAQxL17biorbaxdG8XnP/95LVrR29v7wGeFh4eTkpJCb28vRqNxwUzRjYa3jRcaKSkpbNu2bdRear58vwEBAVrFXlRUlNa8NCsrC7PZPKc9xRayncdipu3j/VsZ7XczXWbbxk6nIlHQ3AwtLYq200wkiy/Wc/JSQQi88o/JHuX9KJScnyQUn+B/SckvxthWpJS0Awvj7nj6iCFphD8TBeJlFJ0nn474CZ0nIYQZpctwgpTyoBBiDbBdSvnKlEYqhD9KQ8GxQmM7gaeFEE+iqJdGCiF+JeX4jf4WIxERnwXWDud9luc0VjNgtVXLTLVsSUuDNWvg/PlwLJZwQkK2kZNj9vlkudAdJxhu46WG6uCqmlChoaHs27ePzs7OOR/LUrbzQmG2bfxXHxwmwXX4oVIUH8kSPY5/yYj84xH8OXBLSj4vBCbgjhD8Wkr6Rln2NyiO2FWGt0wRQ89TZ2zUc8O/qg9kvvylKBClfFYkNy6+TNv9EvgF8H8NPa9AEZGakvMEfA4ol1JaR3tTSvl94PsAQ5Gn/7IUHScAp9M5KUVb1bmaqWTymBg4cAD6+5UE0ZISHdXVyh1nfX09lZWVlJeX09jYOGp/roXuOMHkbbzYUJOV1cpIi8WCw+GYMVVrX1nqdp4ss5H3N5s2djrhZ5UFvFBx+KFSFB/JUjyOpeS0EKSMtwgQMSRBEI6SqzxqmYCUShW+lKwUAj2QgRLkWJTIfPmTEc+v4mNaki/Ok1FK+VshxPcBpJQDQogJSxKEEG8AeYBRCGEF8oeiVV9mxJSdECIB+Dcp5ZO+DHqpYDKZRn19LpsBe8sWdHQEcuaMIprZ1DS6gCMsrITwiRjLxkuZ+XBqH0Y7j8dsfAezaWPV187NVabtHsaoEzy0x/GPUNqdNKDkGX9JSjzjrSAEf4JSEZ+IouS9DShCyR96KPCl2q5LCGFgKEQnhNjG+BIDAEgpX5BSxkspA6SUieo0n5TyZSnlv45YtmE0x0lKeWqpajyB0oRyNGZTpmAkw0UzuwgOhmvX7o8p4AiLI+KkMpaNlyLz2UfwYbLzfDEbNlareVf9Rqni/W6H4H+ECF6/f3jGP2sxsDiPY6O/EFzx+vvTidcZxgEUBygB2AD8SIgJJYK+DWwB7krJHmAjMLfh7nnGF+fpOyheadqQvtNrwF/O6qgeEma7ZYavpKVBQgK0t+vw8wN//7YxBRwXGwvFxuMxU5G8+Z0+1awAACAASURBVHRqF4OdZ5vZjsjOpI21bgV5h5H5kstPKekr/xgh+V/hkr/IPjxjn7WYWJzHsX1ASnK9/n46yQ18HXhbSqSUVAG1wETicD1S0gMgBEFSUs5nAtgPBRM6T1LKYpTOxDtQ1DjXSikXo57DgqOhocHnZafTkmUiYmLguedg3boeNm1SSuhHlutOJOC4UJmMjeeLxRTJG4vFYOfZZra/x5m0sXdlb20tvP228vhh1Hby5iE9ju8xNN0mBGYUJ6hmgnWsQhANvAN8IgRHUKb9HhomdJ6EEH8OhEspb0opy4BwIcSfzf7Qlj4JCQk+L+t9spstbt0K5vJluHVrLWfP3nxAwPHd9ndnfQwzzWRsvJiZ7zy0h8XO88ls2NjphF/9CmpqYIMrnxUrHt58J1iax7EQvAGcBzKFwCoE3xCCbwnBt4YW+TtghxCUAieAv5Jy/Ck4KfkPUtImJYeB/4pSQOZTQ92lgi/Tdt+UUrapT6SUTmBC6fJlJqaxsXFa648VjZpKlMpuh8FBiI6Gnp4YAgOzKCsro7CwUFOq/sG1H0xrvPPBdG28WJjv6NXDYuf5ZCbOFyO7Feh/KPiw9zDh4ZDZcJiwsIezyk5lKR7HUvKClMRLSYCUJErJK1Lyr1IqZfpS0iAl+6VknZRky/+/vTOPk6OqFv/3ZN9DWAKyJZOwE0ggAVmEhEVAxV1Rn4rx8VieAsljR5buVt/Cc3mg/PQJygu+BfUpKJssghkQEQIvCbKJkAmQZJbMkpnJTE9mJnN+f1TXpKamqrq6p6urq+d+P5/+zHQtt849dfvWqXPuPVcH13kLW36tKvf7pDaoWsIYT2Nyy6kAgwv2mtUTS8A+++zjuX1wPIJHZ+dcksXPG1WMl2rPPaG3V3jgAXj5ZfjDH/ZmzpxlnHbaaSxbtqwsS3xEgZ+ODaXF6Dl6Rqpje3yTnUOu9XLluzOUORvStLfDvHnwhS+MXq8TmHZsCE8Y4+lR4BcicoaInI6VZuCRaMUaHWzdutVzu238uDs7+/8oZuPNmgWLF2c54AArdcGGDZY7/9sv3D7EgKu5u2ZEa+qVGz8dG0qL0XP0lFrHzc0wMLArp9MnPgE1NSW9ROIw7dgQljDG07XAk8DfY2XefAJr3TnDCJlVxCuenzdq2aplgV6qMBx4YB/PT0mzfTtMnQpdXXD2xCuHGHB1X6qLzICLgmJ0bCgco+foKba/8CK1NEVXF9TWwh/+AJs2QdjIb1JenIrBtGNDWMLMthtQ1R+q6qdU9ZOq+iNVzZsks5yIyIdF5A6A7u5uOjs76ejoIJvN0traSl9fH01NTajqYEzbnlVRX1+PqtLU1DS4KGQ2m6Wjo4POzk66u7vZtm0bvb29gwOo7Vwgdhn238bGRvr7+2lpaaGnp2dwrbGuri7a29vp6emhpaWF/v5+Ghsb6ezsHDz3ygeu9DR+rnvkOrq7u7nuhOvo6Ojg2vdeS8tlLfR+zQovD9w8wJaLtrB6+Wo2X7h50MgZuHmAxr9v5IaTbwhdp5kzB1hNhnnzoKGhi3ffhaeeGmDr1v7BBT6z2Wxgnbz00tDQMDjwvLe3l23btpXtPjl1XOx9Knedstls5G2v1HWqq6uL/fdUSJ16enoS0Uc4z7V1HPY+3fTETWRqM5512rp1O/ffr+zcmWXixJ0ceGAX27f3hKqT7RkPU6dsNhv776mQ+2TrOO7fUyF1MsSDqA5fQ23IASJ1DF3DBgBVrbg1bMaMGaMDA4GJUSuKbDbL5MmTh233W9su7HFhz3fzl7/8hcN+dhhrPqQ8+KC9ZMtWli/fiyVLrDfO5XOXl3Shz/TqdKReLD8dVzIbN25M1GKqkDw9jwYd2y9ifn3ENd1KSwts3w5HHgmXXhpuvFMh/UvS9Jy0dgwgIt2qOjVuOQpBRF5Q1SVxyzESwoTtlmBlEj0OOAX4HhQ2Gt/gTV9f34jO91vGpdDlXexQ4GE/s/KiHfeQkBHh39ameeWVSTz6qDWlOQojJ+oUDCPVsSEcRs/RE1bH9u/Zxh3Cb2uztr/7LqEHiuebvFItmHZsCEuYsF2L47NZVW8FTi+DbFWPYxLjEMIaP37GTKFGjj0wvflSK7WHppQnTlHmvZNm1qydvPIKvPVWQUVWDH46NpQWo+foCaPj9Oq05wuJ3afY6QkA7jlU+OUCoXlBOu9A8XJOXokT044NYcm7MLCIHOv4OgbLEzU9MolGEWPHjvXcHleH5MwVNGOGNesum4XOTujoKN113B28/TabWpoqed39dGwoLUbP0RNGx+llu8LgXmG7FQvT/OAHcGO/8Mk/KyefDMs/EIm4icS0Y0NYwoTtvuP4/DOwGDgvSqFGC729lZdTzH5DnT8fjjgCWlvHIgK/+521jEMpKOdbbCXquBoxeo6eYnTs9mK/9Ra8+qr1/44dsHBh+LxOdoiu0GEBScK0Y0NYwoTtTnN83q+qF6rqX8ohXLUzZcqUuEUYhm3AzJoFZ58NBx20g9mzd+V9am8PY29XDpWo42rE6Dl6CtWxlye3o8Ma57RoW4rp0y0Pc1ic+eeqFdOODWHxDduJyBVBJ6rqd0svzuiio6Mj9jXJgpg/H/baazJ1dbvyPr399lgWLizdNaJ+i610HVcLRs/RU6iO3UZOXZ3lQR4zBvZ/M82RJ4zupVi8MO3YEJYgN8L03GcJVoLM/XKfS4Aj8hUsIneJSJOIvOzY9nMRWZf7bBSRdT7nbhSRP+eOe6GQCiWJ3XffPW4RApk1Cy66aCrz5llvq+++C2vWTBqcrVMKon6LrXQdVwtGz9EzEh07FwDeay8rNcHZZ+cP2Y2WWXY2ph0bwuJrPKlqRlUzwJ7Asap6papeiTXmaf8QZa8CznGV+RlVXaSqi4BfAfcGnH9a7thE54IIoqmpyXefc327OKmpsZZtmD8fFi+2lnNoDlxvu7II0rGhdBg9R09YHadXp4f1G2+9ZeVzmjbN8iDnWwB4sP8ZJbPsbEw7NoQlzACWA2HIasm9wNx8J6nqU0Cr177cQsPnYa2TN2oJWoTSHl8wkjxIpTK89tgDNm+2lnF47rmJdHWVpNiyYBb6LA9Gz9ETVseZ2syQfqOuDv7hN2neess7r5NXPxF1/rVKxbRjQ1jCGE//CTwvImkRSQHPAT8d4XVPARpV9a8++xV4TEReFJGLRnitisVOwV8MYQyjUnWA/f1w6KEweTKMGwcPPEBJQ3dRMhIdG8Jj9Bw9xejYDtf9YVyGmTO9FwAO209U8yw7G9OODWHJm+dJVf9RRH6LZfAAfFlV147wup8j2Ot0sqpuEZHZwOMi8nrOkzWMnHE1aGBt3LhxhKKVF6e8t667ldvW3zb43TnOAGDFwhUArFy0kkxthuVzlxdUfrF0d4+hrW0aHR3jmTgxy+bNfTz9dDdHH52MbLxJaxP2OoJJI0l6rlQd37ruVlYuWum730/H7r4DdvUb7+25BibB5s3bmTmzl/Hjt7Nx49BlrDZu3Ojb/6xYuIKVi1ayfO7ygu9xpeo5iCS1Y0N85F3bDkBE3gccrKr/ISJ7AdNUNW/WHxGZCzyoqgsc28YBm4HFqropRBlpYLuqfjvfsUlb227Lli3su+++nvvs9aPc60j5bbfXiAvKMDyScQp1dXDnnbB27XbenvdtPjYzzYUXkjczcdwE6bhSSdp6YFCcnqNe1zCIStVx0LpxYXXsTDoblG08qJ8odn1MN5WqZz+S2F+Yte3iIW/YLhequxa4PrdpPCNb2+5M4HU/w0lEporIdPt/4CzgZa9jk04xDxvAc+aLMwdLFAM87YHjc+b089rsDOvXW8ZUpYfvktYRJpVi9Dxax9UUS6E6XrEwzdfHKB9fb/UFXx+jvPE3OpiFfDQNBA+L6S8MYQkz5unjwEeALgBV3UKI5VlE5B7gWeBQEdkkIhfkdn0WV8hORPYVkYdzX/cG/iAi64HngYdU9ZEwlUkajY2Nvvvst8PU0tTgdGH3wya1NFXWDm/+fBgzxupsOzvhjTcqf827IB0bSofRc/GETQcQVseppSlSS1ODM+ycs+/DpjAaDeObvDDt2BCWvGE7EXleVY8Xkf9T1WNz3qBnVfXo8ogYnqSF7fr7+xk3Lu+wsyE4w3ZBbnk7hFcqw8ovHHj+gSnu/nJprhEFxeg4bpIW6oDweo4qrFwolarjoHBZIW3ZDrO/8QaIQMNhaX76t0MXAHaG+qPSfaXq2Y8k9hcmbBcPYYynq4CDgfdjrW33t8A9qvq96MUrjKQZTy0tLUMW4w2D3bm6O7xSjVHIx/r177Do13P40BplzBhYsICKHvtUjI7jJmkPHBhZW46DStVxkE7C6ritDW6/HV55xcrntNde0Hp0mjv+Jh36WqWiUvXsRxL7C2M8xUOYte2+DfwSK6nlocDNlWg4JZGpUwtv77Y73X5jLDczZ1rG6ZFHMmTNu5GMfYoyIWgxOjYUjtFzaQgKl4XVsZ3EduxY63c5dSrc+ddd3r64E+9WMqYdG8ISapVXVX1cVa9W1auAJ0Xk8xHLNSrYsWNHwec4vU3O8Ec5xyhcc3yKadOs8RT2mncjGftUioSgfhSjY0PhFKPn0TquJoig8FlYHXd1wZo1VkLM/n748Icd5efCpqNluZVCMf2FISy+xpOIzBCR60XkdhE5SywuBTZgZQc3jJBSxtbLOV7klg+k+cIXrEzFW7da4YFHH63MmXdJG7+QVIL07PdgHu0zuwolTFuuq4NVq6xllN6el+aBxcIxv9llKNkvKGFm2Y1Gg8r0F4awBHme/hMrTPdn4O+Ax4BPAx9V1Y+WQTaDB5WyUGdNDZx5ptVJz5gBf/oTrC0gdapXPey/5k24ujApCcqDnU38nXcsr/DBm6xUBa2XDx/XZP/elq1a5lte0H0zv8/kIMJdIjSJ+Kf8EWGZCOtEeEWE2nLK5ylPRs6RjPxFMvKmZOQ6j/0TJSM/z+1/TjIy17X/QMnIdsnIVVHJGGQ8zVPV5ar6I6yM4EuAc1V1XVTCjDb6+/sLPidffpZydmozZlhLtmzaBA0N8Lvfhfc+edXD/lvK9AvF6NhQOEbP0ZNPx87UBLvvDgceOHQNO/fvLbU0Re3b1nOy0H6jWg3iKm3Hq4Bz/HaKsBvwA+AjqhyJ5SSJDcnIWOD/AR8AjgA+Jxk5wnXYBUCbpvQg4N+AW1z7/w34bZRyBhlPg2tvqOpOoE5VO6MUZrQxceLEkpdZzk5t/nw4+GBrpfbDDrO8UJWW9ykKHRuG49ZzpXhIR0KlyRrUltvarND5K69AU5P1e1yxYtcs2MGJJo46eY2frIb7NhKqsb9Q5SmgNeCQvwHuVeWd3PFNZRHMn+OBNzWlGzSlvcDPAHe066PA3bn/fwmcIRkRAMnIx7CGF70SpZBBxtNCEenIfTqBo+3/RaQjSqEKRUQ+LCJ3AHR3d9PZ2UlHRwfZbJbW1lb6+vpoampCVamvrwd2LQBZX1+PqtLU1ERfXx+tra1ks1k6Ojro7Oyku7ubbdu20dvbS3NzMwMDAzQ0NAwpw/7b2NhIf38/LS0t9PT00N7eTldXF11dXbS3t9PT00NLSwv9/f00NjbS1dU1rIyGhgYGBgZobm6mt7eXbdu2+dbpqiVX5a3TTU/cFFinax6+pqA6ZbPZwTqNGdPOF7/YwyGHdNHVtZOXX+7m3nvh2WcbCqrT1076Gq2trdz4vhtLfp+8dFzoffLSSyH3qdA6ZbPZyNteqev09ttvD6nTV474Cr1f6+Wa468BoP0f2um4ooNrjr+mIurU09OTt062QRFnH+E819axV52efTbL00/3MnnyDvr7+zj++Hb2339XnS4+9OLBOi2ds9QzZH7D4zdwxbFX0HFFB11XdwGw4/odbP3qVm4+9WauevAqT8Pqqgev8q1TNpuN/fdUyH2ydRz376mQOpWAQ4BZIqwW4UURzi9FoSNgP+Bdx/dNuW2ex2hK+4F2YA/JyFSsFVEi9yKEWtsuKSQtz1OpErItW7Vs0P3uxE6iGZTLpdBcL155W154Af73f6GlBVpbYcshae65OF0RuZ+SmPQuablxwF/P9oM2rnxOfoTRcZx5qLzw03FbG3zrW/DYYzBlipVC5LrrYEkui44zJ5yzTvkSlrpzyhWT4DRpbTmJ/YXIXr2w9c+OTXeocsfQY5gLPKjKAlyIcDvWsJwzgMlYK4N8SJU3IpN5mmzkapqHyJzSOwAkI58GztaU/l3u+xeB4zWllw2en5FXcsdsyn1/C8tjdT3wvKb0F5LJrYubyr8ubjEkq5VUGS0tLey9994jLqf27drBDtHd4ZcjjDd/vhW6++tfobERnluY4c4701x99a7xFnFRKh0bggnSc5JSErgNBOciu3HPDvTT8Vtvwc6dcPjh1svLIYdYv0mbTG3Gt06A50Ljzv3OdTO9jLBqIpn9RXO/KiNJOLkJaFalC+gS4SlgIURnPNFFs6Z8k2RuAg5wfN8f2OJzzCbJyDhgJlZo8r3ApyQj/wrsBgxIRno0pbeXVH5C5nkyREMxP9IwYw/yjVso9biGWbOsgamzZ4PtRS71unfFyhZlRzhaxoGEwalnd/uy8wolQV+VvGCuV1uuq4N777V+az09sHChlfHf/dLiV6cgw9Yvp1w1kzzDqST8BjhFhHEiTMEyQF6LUZ41wMGSkRrJyASs9XDvdx1zP/Cl3P+fAp7UlKqm9BRN6VxN6VzgVuCfojCcwBhPsWLHtQsh38DOpXOWDnaKvjPyInhA3P12mh+9R1j3MUueXx0lHPdQ6R6YxXbexeg4LKPlgRIGp54r2QBJIunVVsjM1rH9va3NWr9u/Xpr1uv8+fCJT1iDxP36h2Fl5+6J24hyn2+XYf+e7QXLq40o+4u4EOEerFDcoSJsEuECES4R4RIAVV4DHgFeAp4Hfqzqn9YganJjmC4FHsUy4n6hKX1FMvJ1ychHcof9BGuM05vAFcCwdAbRC6paNR8R0WqHNJ7b3Nvt717H5ysviLq6Ot99ra2q3/ymVeaHP6x6/fWqGzaEKzf1+5Tn/8XKGVR+qRipTH4E6ThpRKWjkRJGx1G0mWKu4f5929+feEL1rLNUTzxRdckS6/fW2up9fiHXcx5rX8v5scsIc2+rqS1XKkCXVsDzt5AP8ELcMoz0YzxPMRL2LWckYbZ8400C3fYFvlnOmgVnn239P3s2vP463HabFVrIh9OLU8pp07aOS+Ulquap3COpg19b9vJoJIVyeMoKaZduHf/iF1ZaAlUrr9OZZ+YfY1hInWwPos1o8CBWo+fJEA1mtl3CCDNbxk2xg129BoXmmz3T1gaf+F6aWevTNDZaa98tWULewePOa7nr6Jz5UyxRDHCNatBsXDOUyjEIuFIGGlfKLDA/fYT9bQPMeyfFZ/b2n6DhnG1XDLYsmtLAmb1e16gUPVczItKtqola0VhEXlD1HTCeCIznKUbsHCPF4je2JM6xJrNmwV3npwcHj3d2wosvei/dEjQuw/7f7wFSioHzhtJx1YORrYIQC2HbSDFtKUy7dP+2Aeovrh/y/YJ3lY+vVz48Pe05SNxZ1khwDiy3Z/ZW63i2kfbJhtFDZMaTiNwlIk0i8rJj289FZF3us1FEPJd6EZHdROSXIvK6iLwmIidGJWeczJ49u+BzShlm8ytjpAZHTQ2cd54VuhOxpk87l24ZnPXnY/y5/4fh9Q7zVp5elmbnTTsj6+iTNAXfj1IZmN958TuRX6OchPX6FBMOttufe6mUfO1y9uzZQ0Lg7e3DM4lHRbUYR/kopk82jE6i9DytwrWejqp+RlUXqeoi4FfAvT7n3gY8oqqHYeWbiHPaZGS0tgZlzPfGrxOzE2I6v4cuM+CNt1iD45hjYPFi623YvXRLmAeO+2Gbqc0U9bAtRsdhqYYHSjlmxpnZd/kJ+k2klqZILU2xYUMbd94JB21OcVRrasjsupGQ73cVNLO32oiyvzBUF5EZT6rqu56OiAhwHnCPx74ZwKlYUxFR1V5V3RaVnHEyY8aMkpXlfhAV8mCKYsr9rFlWvpmFCyGbtQyne+/1HzzuNPacaRZgqBeqUA+GreNq8BJVGkEepUr2KvkR1kNWrCfN6zx7e+B5y6wxS2+9NZ0XX4S9Xk4z8Y9pxozZlQzTmcOtUPL9/v2M39XLVxd8rUqnlH2yocqJeDriXOBlj+2n4jNVEViElWtiFbAW+DEwNcz1kpaqoK2tbcRlLP2PpYHTicPgN+XYq4xCpx6vWaN6zTWqR12eKlhOrxQM+WR2Uwod25Rj6rpqfNO7w9TP7xi/VBnFXKMc5NNx2PYVNiWI13n5UgE42bBBdeHKG3TRItUTTrBSFDzxRGFyhL13QWlDSpnapBIpZX9RLjCpCmL5RDrbTkTmAg+q6gLX9h8Cb6rqsIESIrIE+BNwsqo+JyK3AR2qepPPNS4CLsp9XVwXZl58hdDb28uECRNGVEbN3TXUfalu2P/5uHXdrdy2/rZh21csXMHKRSuHHWtva2lpYY899ggtX3v7GH70o+n84Q+TGTdOmTZtgKfPmOYrZ1i5gurqlLcUOg5zzVJSqI7Lia0Dp46d253fvdpSpZBPx2HvtX1c2ONtvXnpC/As4913x3LXXdNZNXcWx97fzdYF3+DcqVdz8cWdzJw5EFoO576g39lt628bvMf2/275w1LJbdmLUvYX5aKmpsbMtouDiK3Lubg8T1jr6TUC+/ucsw+w0fH9FOChUJZgwjxPHR0dIy7DnTwvLM43ynznOff7vUkGeRScyfwWLbLKC5M8s5i3aPd5pdBxGHlKSSW/rft5OK575DpfT8rS/1gag6TB5NNxGA9ZMV5fW29u746fl7W11Up++f73W+d+6EO7fj9++vaTI6wX13mPR9rmK7kte1HK/qJcYDxPsXziSFVwJvC6qrUashtVbQDeFZFDc5vOAF4tl3DlJNeICqYUAzhLPc4pqDx78Pi0aVbep4M3p7jtNlhxX7ro64Ud01Wsjgevk8CZYqUmzFid60+83nN6vabUMy9QpROmfdW+Xeu7DFKYcUzgvRCxs32t/HWaf54oPH6ypfOHjrP+3v122nMskpccxY7j8pOpmhlpf2EYPUSZqsCxno5sEpELcrs+i2uguIjsKyIPOzZdBvy3iLyENQbqn6KSM07Gjx9f1HmlHsDpNZjar9O9dd2tg/vDYg8eP+II2G032OuVNK++Ct97KTOYviBIrpHkdLrluVuGHVcIUc4US8rDyNaBV7oI+6Fqt2X7Pti4Da2k1Dksfi8Nzu1hDBi7fdnGWHpZmhX3pZn8XJpFv1b2e9Nf90GEab92mgSve+w+ptoptk82jELidn2V8pO0sF1LS8uIyyg0VBfk3g8zoNR2w4cd8Or8f8MG1Ysv1sFBr6QZHPQaNgwXBme4wa3jkYQhSh228yvP1nGpBleXcpC2X9jumoevGfLdL6RVrtBnPooNJ4UNTeYLkQWF3FStcB1p9OMfVz3ppF1hO3u7l1zOv0HXzsdoDtuVok8uN5iwXSwfk2E8RqZPnz7iMgrK5+QTVrHfKAsN5YV5q3WWeffbabLvTbPuY8KfzrHews942juTeKkyPAfpOOhcr33lTnfg9l6UopyR4qeDf33+X4FdctpeUHciyCCS4JVyZtt2Uvt2LctWLQsd4vVaN85Zrp0TbffdYe+9La/tpQtuzJtFPMg7FLb9utOGjCZK0ScbRgfGeIqRtqCYVUjCuNJH+lByhs9q7q4pevxPpjbDrR9Lc/2OXQ+Nc19QVrQNH2dghyXyXcsrPGIjGWHCP03wfagFGRVe+0oVqitmDFWojOplMD5sHfg9VP0StTr1bdd52aplvudWMl4GlKaUZXOXhQuRudoADNfPcQ9Z+35ygHDfQkGXprnplMsGy/CVLeiFIGT7dd7j0RCqc1KKPtkwSojb9VXKT9LCdgMDA2W5jtP1nm+GjlfozYkzbOfEb/aQV0hiwwbNe21n+c5QR1DdvLa7dexVbtD5UeK+L/bfYsNdYe5zKUN4Ya9hf3fXw0vecjHScFJQ281XF/dMV/f3J55QPffcXdewQ9te/UXQjLpKyKmVtLBdufrkUoIJ28Vjb+QqUhWMGTNGBwYG4hYjNPX19bznPe+J/Dp+K7e7t4dZ8d5eJT3MsXaZ+dj/rRSb5md4X3+KP4zz9j5oSgev6bfivPNN2T7WrWM/eey3+XzllhKnDiUjg9dx6thPVnsmlVOuoPscpRch6H6Av04ztZlhywo59xcqr1sfQdg6LhZ3W3S2z3z6dt9392/w4nrluedg3ces+7/mQ8qSJd79RdBvOOxvNEpGqudyU64+uZSIiMnzFAdxW28ltQQT5nmKkjBeAffbcZi31kIHM/t5GkgzZAA5afSss1TPvyvlK4vX27zfG76ffGHzWwV51sJQaLZup1fGy7vnV/cwkwDCeq5Ggl1+kIeL3MDqIK9jKWQIQzEekbBeW6cHKp+czmPWrlU9ekVK512Q/7frLGsk3sqoSZrnKYlgPE+xfMyYpxjZsmVLZGWHnaLsxPk9zHpXYQgan1FTA+edB7Nnw/5vpmhqgp++kxmy/p39Zl/wOmI5+dw6LnaMWKHjccIe7zX2xU4HEWawbr77bHt3hpwToLuCUznkjr/i2CuGbPer/+rlq4dNWnBSyfmE/HRtL9zrJFObGbKYtd9YN5t16+CKK2Dn79KMfSrNWX/cNRbQvs5Fh1zkWVZQWxtNOZpKQZR9sqHKiNt6K+XHeJ4sRroeVdA5I3mTdE7ntmV0ZlA++WTruu+9NqWX35sKJdNIxnUEeQZGqsMwxzvHx4QZNxR0vO3RcZ9TqEeiUI+bfXyhaSvc1/LzrOQj6LpB5ZVizJPfNvfffG1pwwbV889XPfJI1QULrL/nn79rbGBYOdz31nieRgcYz1Msn6rwPInIh0XkDoDu7m46OzvpA0K6TwAAIABJREFU6Oggm83S2tpKX18fTU1NqFpjYGDXG0Z9fT2qSlNTE319fbS2tpLNZuno6KCzs5Pu7m62bdtGb28vzc3NDAwM0NDQMKQM+29jYyP9/f20tLTQ09NDe3s7XV1ddHV10d7eTk9PDy0tLfT399PY2Eh9ff2wMhoaGhgYGKC5uZne3l62bdtWcJ0ytZkhdQJC1cnv7fjmJ28erFM2mw2sk5de7DrVvl07WKdrjr+Gzs5Oxo7toP2YG3j8ZOGZ91vXfW5yhu+9lOHa36aH3Cdg2H264tgrAuvkpWP7Pl121GWe9wngsqMu4+Ynb/adGee+T9c9ch03PH6D5/FXP3S1731KLU3R+PeNg225+5puXj3vVa5cfOWQOl264FIytRkuOewSNKVsvnAzAJsv3DyYxfumU26ipaWFG393o+dswquPu5q+G/oGv3vdJ2BI28vUZgLbHliekE/v9Wn3z3Kwjjc8fgMdHR3D6nT1cVcP+T3ZnpVCfk+XHXUZfTf00XBJwxB9XHTIRWRqM76/p56entC/pysfuHJYH/G1k7427PcEcM3D1wzee/tvpjbDlQ9cOVgnYLBOL73Uzre/3cumTX309PQzMNDPrFk7uOyyfqZMaSS1NDUoxyuvvDLk99Tc3DykndlIRrj2t9cCxN7vZbPZgvqIkfR7paiTreNC+/I462SIibitt1J+kuZ5impmR5ixMGHK8GIkb5JBb8L2+CdbTveq8fnO9yOsjvPpK4wHIGgWld857uur+uvYLYOfl6GYsTl++/y8fUEerULG24RJ7ug+1m+f1z3wo5B2HLYubk+TUx9eHrgNG1RXrFD90IdUly611n88/3xr7JOb1O9TeWfbFeo1LAdJ8zyZ2Xbl+WA8T4aRsHXr1pKV5TcOwh6L4TXmyXluVITNa3T322l+9J5db8+PnSSc8bTw3h+GTzzohZeOg5IWhtGXH25Pj2euqICxL4Usk5NenWbpnKWB42hs7Ho56zeYu2vZrhlq7nFI7rxMg+N3XGN/nISZXel1jTB6do4h8tpnz9wbSXspFK/7k6nNDOawcv4ebTnSy9K0tcGdd8Krr8K2bda6j4cfDuk0LFrkXT93W843u7CY2ZWjfWxUKftkQ5UTt/VWyk/SPE+9vb2RlBvkoQhzvOrwt1b7+4r7VpRMLjetrarvuzGlpNGTT7beyFessN7Q7fODxtB44dRxGC+Sn9fE61r5xtv4eZ/cM+Dcx4X1PHl5HcJ40NyeIuf5YcfNFLrUT5iZZ/kI8mg55Q9Tdl1dXShPViGeW6/746VrVcuretZZqieeaM02vfjiXe3cr2x3fxGFp6kY724QSfM8RdUnRwnG8xSPvZGrSFWQtDxPra2t7L777iUv153fJd8baph8MM4cNsXmjglzbl0dzPup8KE1SlsbTJgAhx4K115rbYddHpIw5Tl1HFSHMLmjvPA7L6gcp3fGlsdZL7/cOF45fexy7f/D5L8qFD8d216KTG2Glsta2OP7ewTOorP3+els6Zylwxa3LiaHVBjZN27cSM3dNaHafVA57mPdvzsv+Y6fvZRj1q/muedg0iSYMcNq36efPvS4fG0yijxOpS4zaXmeouqTo8TkeYoHE7aLkcmTJ0dS7rCp6T6huqjDG+6ywky9r6mBy49Osf/+0NEBmzbBM8/ALbdY2wvF1rEti1d9gwygfGFOrzXK3CEtO/znXj7GKY/9f5D+nfpzGi72Pr+1C531DSrXbxq+V73ta9v6mTx5cuh10OzlTexr2f/Xvl3re6wbu95umb3qFZZSLGNktyevAfuppSk2nK8831TLpk0wZQpMnw6LF8Mxx3jI47qf3dd0DwlNQml+t+XoC5JCVH2yoQqJ2/VVUjdawsJ27e3tcYugqjosrBBmqZCgkJSz3KD9QTzxhOqyZapLlqjO+kSwHEHhlOseuc7zeGfaBD9d+JXrV698obOwn6DQaNhwUj7Z3eGkoHCXX7jTWV+vthxmILqfDF6EDdsFHRdGppFMtvDTEWn08ntTg5MivMLS+cp16zifvsIS5VI+SQvbVUqfXAjkCduB3gXaBPpynuOOA90J+qmg40rxoQrCdrELUMpP0oynjo6OuEVQVQ01ziXfQ8nrXL9ywtDaqvrNb1oG1IIFqu99r5ULKszD1tnp+xlPQQ/hfA8SP+PJnVvIa7aa13gntzz5HjhhxhvlG2NkG5BOg8FZvt85fte+7pHrAmX2Myr8Mo4HjRXzIihzudc4rLq6ulD3tVADxa+ex//AWz6vfGZepH6fGtZflMp4irLMpBlPldInF0II4+lU0GODjCfQsaBPgj5sjKdwHxO2i5GxY8fGen13GMkrtFOM6z5MCCBfubNmwVe+AjfdBEuWwI4d0Nm5a3/Q4ufOcMlNp9w0LLQTFM6xQ0j5Ql/uetkhrCFZpZcNr6NTNj9d2xnG3QSFg5wzA53hNK/62dexw2R2mV5yu8OdfrM4bzrlJs/recnv1KE7VOeuy5Dzl3mH8MA7c7l7xqRXaLYUs/OCwl6ppSnq6uDEv6wG4KD/suRbtlo5/8AUt3083HXSy9LD+otCw5KG/MTdJ0eBKk8BrXkOuwz4FdAUvURVQoSW5V1YN+Jlx7afA+tyn43AOo/zDnUcsw7oAFaGuWbSPE9tbW1xizCI31t7GE9Mvrw/Iw0LPPGEFrzel41Tx0F1CVMfr/w97mu6vUj5wmlenp8wb/9OL1BQ/d24r+N3bJjs5H56zndd97le+hwJfvVybltx34ph+vO6b4WGrtzXveZhbz2elvG+d+7rOylHf1Hq3FBJ8zxVUp8cFthzB+gLjs9FOuy5qnP9PE+g+4HW5rxPq4znKWQdIlTOqcCxTuPJtf87wM15yhgLNABzwlwzacbTjh074hZhEL+HiPv/fJ2h17lehkEhD0p7CZelS1WPO8469/3vHzpexO9hf+PvbhwsJ8hA8TLEgsJu9jlhDMxCk1CGMSzdui1kLFShhqyf8eQ8p9C2nK+d+BH2mLDj9sIYhoXgPK+1VfXuu1VPP91KSUAaXb7cWvy6tTX4Gl73xE/HlZAM04+kGU+V1CeHhRCpCvIYT/8LekLuf2M8ha1DxAqa62U8AQK8Cxyc5/yzgGfCXi9pxtPWrVvjFmEQL4+E16cQ48ntqRmJB2rDBsuAOussqzx7DNT111sPKT8Z/HTsZTyF8eIU8iD2M16cFGr8uM8LUze/ffl0n8/wcA66L6Qte3n6wjIS75SXceT866xPsdex62K319NOU50zZ5fRf/5d4e6zV3vcunVr6AkMlULSjKdK6pPDUgLjqQ50Y+6zHWtw+cfylTmSTzUYT5HmeRKRucCDqrrAtf1U4LuaJ8+DiNwF/J+q3h5wzEXARbmvi+vq6kYkczlRy+CLW4xh3LruVlYuWglAzd011H2pbnD7Fw/4InvssceQ4z/7yGf52Tk/GxyrY59rn3Pb+tuGlLFy0coh5YalvX0Mr7wyjm8+831kdYqJE5WJEweY8ZEU//rBy5k5c2CYzH46tmW9bf1tw/atWLjCs/7u7zV31wweW3N3jafMzrK8yvPCLqtQ/fhdw74HXoS5xmcf+SzPNT5H3ZfqhtU/n57DyBeGkbQb53W9WLFwha9+7P3Oe5iP9vYx3HHHdH7T/m32+PONqMKUKcrOUzL8+Atf9Wyn4H+f7OurKvN+Om9Y/Ueik6hpaWkZ1l9UMpXaJwdRU1OTN8+TCHOBB1VZkOe4Vbnjflk6Cb2uk/w8T5FaZvh7nn4IXJnn3AlAM7B3aEswYZ6n+vr6uEXIi/ut1n6TzBeKCztuqBjs7MzHHWe91ZNGv/vdXR4op2z5dBxGznweGOc1g2aEBc2CCyNLWIJm2vmF3YLKcZ7nF9oqpC0Xeu+j0EvQfQ26h/lwhupIo3PmWP9ff/3wlARe1wiSqb6+viRe3HKSNM9TEvpkN+SfbXcPaD1oH+gm0AtALwG9xOPYVZiwXbg6RKygYcYTMA5oBPbPc+5HgccKuV7SjKck4O6M7c4wKATixC8cNpJO3jkGyh5LkkqpvvFG0UUOM4TCPFQLHbAd5oGc+n1KV9y3ItAAC1OG3/ULMQqc99Uus5DUAm6Zwp4XFJryC3sGXdcLu5ygFAeF4g7VkUZPO80yptyh5Xyyh22PzrpUIkkznpJIPuOpEj/GeMqvIC/j6RygNsS5PwO+XMj1kmY8bd68OW4RCsZpPBX6KcZg8jvn8ntToa4RpOMwD3T3gymfxyJI5jAPOdIEGk9hDFEvAy+fnvwGy4fVTSFtOZ8ewhgN9idsWW7sRKROo8ytt0JYu1b1/PNV5yz3ltkvKasfXnXbvHlzQcZ6JZA04ymJfbIxnmKqQ4TKuQeoB/qATcAFue2rgEtcx+4LPOz4PgVoAWYWcs2kGU9JI9/0db+OfSRepqAHQ2ur6po11jH2m31rq+WB8nrTz3edMINxnQ/2fPLZxxViSObzyOR7eAYZFEGyhvVyhC0viGIMHi+9h/EQ+e13e1DzGWJBbXjtWsvbdOSRqvPmqR511K6JDc5FrQslrM6N8TS6McZTPJ/IkmSq6udU9T2qOl5V91fVn+S2L1fVf3cdu0VVP+j43q2qe6hqe1TyVQJbtmyJW4S8uNdxq/tSne9aYr5lLEvnPaYYblufZkluyOGsWVbizFWr4Cc/gW99y1pkOIyOg5Ja2kkl3UkQnUklA8telvZcM86diNKdoHRI0srVQ5NjeiVyDHNMvvr7yWtvd+NM0lhIW/ZK7hh2fTV7jUAn7mPzlZVenabm7pph93PpnKWD+914Jdhsa4Mnn7TWXWxqAhGYPBmOOMJa6BestRqLxa3zLVu2DOrOrEcXDUnokw0VQtzWWyk/xvNUetxvtXV1db7eCa/QRLGhujDeD7c3Ys0a1U9+UvXUU1UXL/ZOY+AlWyHeMbeXrVTT7MOGyfJ5iIK8MYWG5oqpYynwkt8ZpivUk+flVfIauxd0ffc25/JBhx+uOn++5Xk67TTLE6Va/PiwQjGep9ENxvMUTx3iFqCUn6QZTw0NDXGLkBe/h05Q2KqUD4cwoSabNWtUzz1X9X3vswyoa69V/eMf/fO2+D1Y/RjpDKcwx7mNn0KMqmLl8jO4CrmPpWzL7vr7HRM2bOd1XBjjyU/31zyc0rvvttrZkiWqBx1k/X/++bsMp6A65cOvzn46NsZT6UhCn+ymGo0n0pxDmr+Q5k3SXOexfyJpfp7b/xxp5ua2v580L5Lmz7m/p0dVB7O2XYxUav6TMCGBoFCcV4ijHLLNnw8nnAAzZ8Jee8Hee8NBB+1GWxv89a9D18NzrknnLsf32svSg2uvgXcILlD2EMe5Q1ruMJrf2m9hjhlS7urhocJC7rGbUrZlpw682lK+sF2+45atWjbsWn6hWff9br1c2ef1NP/937BxI7S0wKRJcOSRkE7DokVFVXkIfr8fPx2bNe5KR6X2yaMJychY4P8BHwCOAD4nGTnCddgFQJum9CDg34BbctubgQ9rSo8CvgT8Z2SCxm2BlvKTNM9Tc3Nz3CLkxe+N3SbqjMeFZtK2B5GvWWP9/+abLfqjH6l++9uqX/96+Fl6+Yjybd+eCeZ3zaCZcsXIVYpQUlRt2U+2fLPt8qWb8POI+Hmz7G1vvKGaTqt++ctWmoyTTlK9+OLhOZy85AmLX52S0F+4SZrnKYk6pso8T6Q5kTSPOr5fT5rrXcc8SpoTc/+PI00zaSvpt+MYIU0LaSZGUQfjeYqRqVMDk8ImAts7EdUA1kIHm8+aBUuWWJ9ZsyCbnUpnJ7z6Kjz9NOx4NM3lRw9/Uw87ANwmyrd9v2zW9jXdngmnjoqVa6SD+kvZlt1tKVOb8fSKBXrWXB47oCAvoRtbr3vuCTNmQE8P7LcfLF1qDQ7PNzA833XD/H6qob+odIyOK4L9sJZvs9mU2+Z5jKa0H2gH3G7DTwJrNaU7ohByXBSFGsKxY8cOJk2aFLcYgYR9GDsfZpKR0DPxRkIY2aZP76GlZSIvvghdXVBfD0t2pHnii2nOeFoGyyn0oRrVDMKRXrMYuUphCJayLbvbEuDbnsLKvnTO0iEhSnupFj+DVDIy2C7a2uDz+1l/Z82C5cvhlFOs4+bPt7aNlDC/nyT0F0nH6LhMTGVPycgLji13aErvyP3vtT6O+wcReIxk5EisUN5ZI5IzAGM8xci4cZWv/jiMhLCEkW3PPcdx5pnw7LMwfrw1RuW552DLFnjf8Sn+MC5T0XW0Sa9OD3nA24ZAMYbfsLI9zk+vDvbsuCl1W162ahm1b9cOfnfWFxwez2XpvLK6dSQZoe5LdcydO9cqY3V60FhxGi52KoLf/Q722AOmT4dPf3qXd7PcJKG/SDpGx2Wii2ZN+a5ttwk4wPF9f8CdQ8I+ZpNkZBwwE2gFkIzsD9wHnK8pfaukcjuoirCdiHxYRO4A6O7uprOzk46ODrLZLK2trfT19dHU1ISqUl9fD+zK51FfX4+q0tTURF9fH62trWSzWTo6Oujs7KS7u5tt27bR29tLc3MzAwMDNDQ0DCnD/tvY2Eh/fz8tLS309PTQ3t5OV1cXXV1dtLe309PTQ0tLC/39/TQ2NnqW0dDQwMDAAM3NzfT29rJt27aKqlM2m81bpyuOvaKi6rTPPvWceSaMH59l0iSYOHEHra076X3saxzTcSMvvVRZ9ymbzQ6r06ULLmXnTTupv9gqY/OFm9GUctEh1prYVz14VUnbXqY2U1CdmpqaStr2at+upeGSBm465SYAstdm2bZyG1cfdzWZ2syQOmVqM4F1uvnUm4fcJ4Cenp7BOmVqM4N1AnjttQaefBKuvbaDW26Bhx7awWuvKVu2dFJfH30fcfVxV3veJ1u+uH9PhdQpm83G/nsqpE62jpPUl1cha4CDJSM1kpEJwGeB+13H3I81IBzgU8CTmlKVjOwGPARcryl9JkohJTd4qyoYM2aMDgwMxC1GaNrb25k5c2bcYhTExo0bB9/YgyjUcxEVto7b2mDtWnjgAVi/3pp9N348TJ1qeRG++EU45pjShGBGSj4de4V1Sh0qDSrP696Wui07r++WJd/3MGU7PU/O81fcl2bMU2nWrIHWVpg2DcaNs9rFCSfApZfG10aqub+oFJKoYxHpVtVEDdYSkRdUfT1PSEY+CNwKjAXu0pT+o2Tk68ALmtL7JSOTsGbSHYPlcfqspnSDZORG4Hrgr47iztKUNpW8DsZ4io+enp7ExdfDdoblGveUD7eO29osA+rOO61Bvy0tlhG1115w3HFw+eUjywpdCvLp2Mt4KYW+3aFBG6+wl/tapWjLfte3ZQiTAiNMGFMywoqFK7ht/W3D9i1sS9H7WJpsFgYGLOP6gANg8WK48MJ420Y19xeVQhJ1XI3GUxIwxlOMtLS0JC6vSNKMJy8dt7XBD35gjWXZssUyosaOhYkTLe9CoV6oUnvZCvHuhTF2iiHo/nntK3Vbdg7udmIbUYV6noJ0lanNsHKbsmYNbN068vYQFdXcX1QKSdSxMZ7iwRhPMdLf35+4AYpBnWGUD/Ni8dOxHcb76U/h+ecZ9DRMmjTcC5XPOCq1oVjMAyfqsF2+e1uKthzkeYoibDdz5lzWroUznhYO/7kGtoFKoNr6i0okiTo2xlNMxJ0sq5SfpCXJTOJSAGGT3kWZRLIQ8ul4wwbVlStVTz5Z9ZBDVA88ULWmRvWww1SXL1d94on8dSl1XYtJLFhqGQpNTlrqtuy8hvt6QUlCvfBaE/Gpp94ZvO+7fzLled+D1kWMg2ruLyqFJOqYKkuSmZRPVcy2Syp777133CKUjbhWe8+n45oauPlm+PrX4cQTrTEuqtDdDX/8o7UPoK5u6HmVtqp9qZN2FuopjLItey1ZE/TdjdOb1dYG5x+Y4rbbduPRR2HzZpi2Js2kSbDvvnDOOdY9P/30+MN0bkZTfxEXRseGsJiwXYxs2bKFfffdN24xCqLY2XZxjYEqRMd1dfC978GaNfDaPmlajxoeQrrw4BS3fCA95MFaCWG7UpIvTOm1v9Rt2TZCSxHute+P8/5u3ryDgYGJFTm2yY9q7i8qhSTq2ITt4iEy40lE7gLOBZpUdUFu28+BQ3OH7AZsU9VhS2mKyD8Af4eVMfTPwJdVtSffNZNmPCURZ2dYyEDpShlAng+vsVAblwuH/I8ybpy12PDChUPHwlSb8VQp96pQOZzt0W/81B4vp5j+Qpq+vl6mTp1QkWObqom42/JowBhP8RBl2G4VcI5zg6p+RlUX5QymXwH3uk8Skf2Ay4ElOaNrLFaSrKrDToSWVPJNHa+E0FahOp41ywrZpFJw9tnW+mUAEybA9u3w1lvwyCNwww2WgVVXZ1a1h8poy872mF6WZsP5ysptlvF1xC+UQ/5HmbYmDcCkScpJJ1nh2ptvTobhVAk6rnaMjg1hiWxagao+JSJzvfaJiADnAaf7nD4OmCwifcAUhqdmrwqS5h4ulDjWu3NTrI7tsVBr18LXHk8xZa9dOaG2b4ff/x7WrbMMqMsu27XuWVIZ6fIvpWrLpViGpq7OWgT6kUese8RnrHs2cyaMGWMttXLooVluvHFiIowmm2rvLyoBo2NDWCId85Qznh60w3aO7acC3/Vz24nICuAfgSzwmKp+Psz1kha2a2hoYJ999olbjIJY+euVnskF8z3c4jKeSqFjO5T3y1/CSy9BQwP09VneqK4umDMHDjsMPvYxOPXUkRtRcYc6irlXUbTlkeRv2vPlFGOfTjN+PHQsTjP1+TSHHQaLFsG558Iee7zDwoUHllTeqElifxF3Wy6UJOrYhO3iIS7j6YfAm6r6HY9zZmGF9D4DbAP+F/ilqv6XzzUuAi7KfV1c554WVcGolV4hbjEKwplErubuGuq+FE7ft667lZWLVkYpmiel1HF7+xheeWUcDz88lT/9aRIdHcL48dbsvP5+YebMAY45pocTTtjBccft4IADdhZ1nbgT9RVyX22iaMth5Xj33bGsWjWduw6cxQE/2UF3N0yfrvT2CmPHKrNn7+Sww/r44Ae7OfLIPmbOHIhdx8WQ9P4iCSRRxzU1NcZ4ioGyZwMTkXHAJ4DFPoecCdSp6tbc8fcCJwGexpOq3gHcAZbnKUlvOc3Nzey5555xi1EwTh2H1fetc2+NRpg8lFrHCxfCBz4ATz0Fv/41vPYavPMO7LabNbh89eqJvPwyPPwwfPnLcOihMH9+4d6oONtxammq4OtH0ZaD5LC9gX/5ixWiW7cOOBBUJzBxIjQvSHPghjSnngqf/rQ9i27ommVJ6iugOvqLSiepOjaUnzhSqZ4JvK6qm3z2vwOcICJTsMJ2ZwAvlEu4cjJjxoy4RRgRSRgoHYWOZ82Cj37UCtE99RR8//vWMi87dljT3vv64OWXrcHIRx0FJ58My5cnZ0xUMekBotCzW462NmvA/ubN1nimZ56xxqH191sh1BlrU+zcCQcdBE8vyfBPf5cuSRi1Ukh6f5EEqlHHIjhmvrPAY//ngWtzX7cDf6/K+jKKmEgiM55E5B5gGbCniGwCUqr6E6yZc/e4jt0X+LGqflBVnxORXwL/B/QDa8l5lqqN7u5uJkyYELcYRRPXkiuFEKWObSPq6KMt70dtLTz7LGzblnuYz7AGmLe3Ww99gI4Oa3sx3qhKJko9O8ecvf66Neast9cyVqdMsdaimzABjmpOc9RHLU/TGU9b98ZNqdchLCdJ7y+SQJXqeBVwO/BTn/11wFJV2kT4ANbz9r1lki2xmCSZMdLd3c2UKVPiFqMgkjYAtJw6bmvbFc6rr4fWVjjwQCtkBJYB8M47sM8+VgqEo4+2wnruxIxJ0zGUXs+2l+kvf7EWcH7zTev72LHWjLlp0yyv05gx1jp0J50E3cen+ek7wWsr2oPQjY7LQ9L0nEQdhxkwLsJc4EEvz5PruFnAy6rsV0IRPa5jxjwZRsDOncUNKDaEp5w6dobz3nprl5cJ4KGHLC/U2LHWVPrnn4ff/MZ68C9ebCVqtA2pJFIqPTsN0HfesTxNO3fCuHGW7sAKi+6zj6XnoQZomrtJA5WT6LOUmP4ieoyOuQD4bdxCJAFjPMVINXn9KpU4dDxrFixxvFO1tVlGVF+fldogm7UMqUmToLkZ7r/fGsNjG1Lz5k3lqKMs71RSwnvF6Nn2LnV0QGenFd5cvx4ef9zSi6plNE2caK01OG2a5ck79FDnIPD81ylF7qhKwPQX0ZNMHe85TmTIuOA7VAsf6iLCaVjG0/tKJloVY4ynGBk/fnzcIlQ9laDjWbOsAeOnnDJ8sHNvrzVeZ+rUXYYU7MaUKVZOotNOs/JHtbRYZVWqMRVGz05jqb7eCsfV11uD7dvaYPp0Sx8zZlif1lYYGLBmMs6bV9jsRedkBq9krUkLJ0FltOVqJ5k6bu5XZUQhMBGOBn4MfECVltLIVd0Y4ylGstkskydPjluMqqZSdGx7o5YsscJN9jT7F16wFqp1GlJjxyoilueloQHuvBPeeMPyzsybB+fkFj1qb4f996+MxWzdenbOjGtvt0JuzzxjheEaG3cZgxMmWB64MWOsDOCtrZZ3bsoUKyR33nmw555WHQvJBp4kj1JYKqUtVzOjUcciHIi1VNoXVXkjbnmSgjGeYmT69Olxi1D1VKKO7fXzTj99aL4i25DautUK64lYRkd3t+Wdqa+3wlq/+521bcwY2H33XWOm7JUl2tstQyTqsJ/TQGptnc7uu1veI9ur9M47ltE3MGCNW1K1jKW+Pkv2SZOseowdax3T0wOHH26F5CZPLtxgCkMS0mv4UYltudqoRh2L4Jj5ziYgBYwHUOXfgZuBPYAf5PKDjtiTNRows+1ipKmpidmzZ8ctRkEkLdyRJB3bhtTatU0cdNBs9tvPWoftzjutcF5Hh2WA2GOAJk7cNWV/3DjLIIFdRtfBB1tjhM48E97znl3Fe+k5AAAMp0lEQVTjimbmckXm+3/6dP9ztm8faiD19fUzbtw4pk2zUjXYcohYsvX2WtvGj7fkHTvW8ijtvbcVjps2zTKwojCYvEhaO4ZktWWbpOk5iTo2y7PEg/E8xchee+0VtwhVT5J0bHuk5s3rxvm8ufBCa5D5+vXWuKidO63v2az1vx362r7dOn7SJGv7q6/CK69YY6xmzrQMIbAMMGAwNOj1v4hl0PidY7+j2MdOmDCW/n7LezR+/K4FlFV3GVAzZ1rG0qGHwvveF513qVpJUltOKkbHhrCMiVuAUiAiHxaRO8DK09HZ2UlHRwfZbJbW1lb6+vpoampCVamvrwdgy5YtANTX16OqNDU10dfXR2trK9lslo6ODjo7O+nu7mbbtm309vbS3NzMwMAADQ0NQ8qw/zY2NtLf309LSws9PT20t7fT1dVFV1cX7e3t9PT00NLSQn9/P42NjTQ0NAwro6GhgYGBAZqbm+nt7WXbtm0VVadsNhtYJ68y4qyTl44LvU/lrlM2mx1Sp/326+WrX23hX/5lgJtuauH734dvfKOZVArOOKOTPfeEHTv6GDt2JyL99PfvZMeOfvr7+5k0qR+RfrLZnezcaR2zY0cf/f0AvfT32+eS2z6ASB87d+6ku7uPgYGdjBnTT29vP319Oxkzpo++vp0MDPQxZYrS19dPXx/09OxgzBgYN24HoEya1MuCBTv52tc6Sad38K1vbeeWW7aTyWS59tp2Pv3pXk49tZk5c0r3eyrkPvX09FTE76mQOr366qux/54KrVM2m43991RInWwdV3of4ayTIR5M2M5QEElzwyeRQnRsh/o2bRoaWuvpgV/8whqcvW2bNZuvlJ6nMWMsT9nee1uDuidNGhrqK2cIrhhMOy4PRs/RY8J28WDCdjGyZcsW9rVH+Roiodp1bIf6vHj/+y3DauzY4PFLfv/nO8dpIFW7nisBo+PoMTo2hMUYTzFifqTRM5p1XFNTPs/PaNZzuTA6jh6jY0NYqmLMU1Kx49uG6DA6Lg9Gz9FjdBw9RseGsBjjKUb22WefuEWoeoyOy4PRc/QYHUeP0bEhLMZ4ipGtW7fGLULVY3RcHoyeo8foOHqMjg1hMcZTjMyKe02NUYDRcXkweo4eo+PoMTo2hMUYTzHSac8DN0SG0XF5MHqOHqPj6DE6NoQlMuNJRO4SkSYRedmx7ecisi732Sgi63zOXSEiL4vIKyKyMioZ42a0LUAZB0bH5cHoOXqMjqPH6NgQlig9T6uAc5wbVPUzqrpIVRcBv8JayXkIIrIAuBA4HlgInCsiB0coZ2z09fXFLULVY3RcHoyeo8foOHqMjg1hicx4UtWngFavfSIiwHnAPR67Dwf+pKrdqtoP1AIfj0rOOJHcEtaG6DA6Lg9Gz9FjdBw9RseGsMQ15ukUoFFV/+qx72XgVBHZQ0SmAB8EDiirdGVi7NixcYtQ9Rgdlwej5+gxOo4eo2NDWOLKMP45vL1OqOprInIL8DiwHVgP9PsVJCIXARc5vidpcTsBkra4YNJkTpq8YGQuB0mTF4zM5SBp8gJMiVuAImiOW4CREunCwCIyF3hQVRc4to0DNgOLVXVTiDL+Cdikqj8IcWyiFhsUkTtU9aL8R1YORsfRkzQdQ/L0bHRcHpKmZ6NjQ1ji8DydCbweZDiJyGxVbRKRA4FPACeWTbry8kDcAowCjI7Lg9Fz9BgdR4/RsSEUUaYquAd4FjhURDaJyAW5XZ/FFbITkX1F5GHHpl+JyKtYDfmrqtoWlZxxoqrmhxoxRsflweg5eoyOo8fo2BCWyDxPqvo5n+3LPbZtwRoYbn8/pcjL3lHkeYbwGB1Hj9Fx9Bgdlwej5+gxOo6BSMc8GQwGg8FgMFQbZnkWg8FgMBgMhgJIpPEkImNFZK2IPOixb46IPCEiL4nIahHZPw4Zk05u+Zw/55bSecFjv4jI90TkzZyuj41DziQTQseHicizIrJDRK6KQ8akE0LHn8+135dE5I8isjAOOZNOCD1/NKfjdSLygoi8Lw45k0w+HTuOO05EdorIp8op32gjrjxPI2UF8Boww2Pft4GfqurdInI68M/AF8spXBVxmqr65eP4AHBw7vNe4Ie5v4bCCNJxK3A58LEyylONBOm4Dliqqm0i8gGs8SOmHRdHkJ6fAO5XVRWRo4FfAIeVT7SqIUjHiMhY4Bbg0fKJNDpJnOcp50n6EPBjn0OOwPqhAvwe+Gg55BqFfBTLSFVV/ROwm4i8J26hqglVbVLVNYBZcCsiVPWPjtm8fwKMpzoCVHW77hpgO5XkJaJMCpdhrRvbFLcg1U7ijCfgVuAawC+T+Hrgk7n/Pw5MF5E9yiFYlaHAYyLyYi6Lu5v9gHcd3zflthnCk0/HhpFTiI4vAH5bBpmqkbx6FpGPi8jrwEPA35ZVuuogUMcish/WM+/fyy7ZKCRRYTsRORdoUtUXRWSZz2FXAbeLyHLgKaxs5r7Luxh8OVlVt4jIbOBxEXk9t9izjdcKmuZtsjDy6dgwckLpWEROwzKezFic4sirZ1W9D7hPRE4FvoGVMNkQnnw6vhW4VlV3mgWOoydpnqeTgY+IyEbgZ8DpIvJfzgNUdYuqfkJVjwFuyG1rL7ukCSeXewtVbQLuA453HbKJoQs27w9sKY901UEIHRtGSBgd58bg/Bj4qKq2lFfC6qCQtpx74M8XkT3LJF5VEELHS4Cf5Z6PnwJ+ICJmvGREJMp4UtXrVXV/VZ2Llan8SVX9gvMYEdlTROx6XQ/cVWYxE4+ITBWR6fb/wFnAy67D7gfOz826OwFoV9X6MouaWELq2DACwug4twTUvcAXVfWN8kuZfELq+SDJuUNyM3MnAMZQDUkYHatqjarOzT0ffwl8RVV/XXZhRwmJCtv5ISJfB15Q1fuBZcA/i4hihe2+GqdsCWVvLPc6WG3kf1T1ERG5BEBV/x14GCsr/JtAN/DlmGRNKnl1LCL7AC9gzSodEJGVwBGq2hGX0AkjTDu+GdgD6y0doN8sslowYfT8SayXrT4gC3zGMYDckJ8wOjaUEZNh3GAwGAwGg6EAEhW2MxgMBoPBYIgbYzwZDAaDwWAwFIAxngwGg8FgMBgKwBhPBoPBYDAYDAVgjCeDwWAwjFpE5Fsi8npu4eL7RGS3gGOHLUovIqtEpC63YO86EVmU2z5TRB4QkfUi8oqIfNlV1gwR2Swit4eQUUTkH0XkDRF5TUQuH0mdDSPHGE8Gg6FgRGS7iMwVkWzuYfKaiDwvIl+KWzaDwQ8RWSYiq1ybHwcWqOrRwBtY+QH9sBeld3O1qi7Kfdbltn0VeFVVF2Kl0PmOiExwnPMNoDak6MuxkhIfpqqHYyWJNsSIMZ4MBsNIeEtVj8l16J8F/sH9hm0wVDKq+piq2kt4+S4OHWJR+mFFY62tKsA0oJXcUmEishgrd9NjrmucJSLPisj/icj/isi03K6/B76uqgM5mc3CvzFjjCeDwVASVHUDcAVgQgqGpPK3+C8OHbQo/T/mwn7/JiITc9tuBw7HWrbqz8AKVR3IrYDxHeBqZwG55WpuBM5U1WOxEuRekds9H/iMiLwgIr8VkYOLr6KhFBjjyWAwlJL/Aw6LWwiDwYmIPCci67C8Rh9xjE8623HMDVieof/2OH9wUXqP4q/HavPHAbsD1+a2nw2sA/YFFmEtWD8D+ArwsKq+6yrnBOAI4JmcrF8C5uT2TQR6ctnv78QsOxY7VbE8i8FgqBjMcu6GikNV3wvWmCdguaoud+7PjdU7FzjDZ9kYe1H6DwKTgBki8l+q+gXHmp47ROQ/gKty378M/EuuvDdFpA7LyDoROEVEvoIVzpsgItuBZ4DHVfVzHtffBPwq9/99wH8UrARDSTGeJ4PBUEqOwXtArcFQkYjIOVjeoo+oarfXMUGL0ovIe3J/BfgYuxbsfQc4I7dvb+BQYIOqfl5VD8yVdRXwU1W9Dmu81ckiclDunCkickiurF8Dp+f+X4o1sN0QI8Z4MhgMJUFE5gLfBr4fryQGQ0HcDkwHHs+F8v4dQET2FZGHQ5z/3yLyZ6xxTXsC38xt/wZwUm7fE8C1qtrsV4iqbsWaVXePiLyEZUzZIfB/AT6ZK+ufgb8rsI6GEmMWBjYYDAUhIuOARmAxlpfpdaxQRifwQ1U1IQWDwVDVmDFPBoOhUI7ESlGwEZgcsywGg8FQdkzYzmAwhEZELgHuwZpSbTAYDKMSE7YzGAwGg8FgKADjeTIYDAaDwWAoAGM8GQwGg8FgMBSAMZ4MBoPBYDAYCsAYTwaDwWAwGAwFYIwng8FgMBgMhgIwxpPBYDAYDAZDAfx/U4jWrdYeRm4AAAAASUVORK5CYII=
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<div class="prompt input_prompt">In&nbsp;[4]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">high_zpstd</span> <span class="o">=</span> <span class="p">(</span><span class="n">phot</span><span class="p">[</span><span class="s2">&quot;zpStd&quot;</span><span class="p">]</span> <span class="o">&gt;</span> <span class="mf">0.04</span><span class="p">)</span>
<span class="n">phot_zp</span> <span class="o">=</span> <span class="n">phot</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">high_zpstd</span><span class="p">]</span>
<span class="n">phot</span> <span class="o">=</span> <span class="n">phot</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="o">~</span><span class="n">high_zpstd</span><span class="p">]</span>

<span class="n">errbfmt</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span><span class="n">capsize</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">elinewidth</span><span class="o">=</span><span class="mf">0.5</span><span class="p">,</span> <span class="n">ls</span><span class="o">=</span><span class="s1">&#39;&#39;</span><span class="p">)</span>
<span class="n">dummy</span> <span class="o">=</span> <span class="p">([</span><span class="n">np</span><span class="o">.</span><span class="n">nan</span><span class="p">],</span> <span class="p">[</span><span class="n">np</span><span class="o">.</span><span class="n">nan</span><span class="p">])</span>

<span class="n">fig</span><span class="p">,</span> <span class="n">axs</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">8</span><span class="p">,</span> <span class="mi">11</span><span class="p">))</span>
<span class="n">axs</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">errorbar</span><span class="p">(</span><span class="n">phot</span><span class="p">[</span><span class="s2">&quot;jd_target&quot;</span><span class="p">],</span> <span class="n">phot</span><span class="p">[</span><span class="s1">&#39;m_red&#39;</span><span class="p">],</span> <span class="n">yerr</span><span class="o">=</span><span class="n">phot</span><span class="p">[</span><span class="s1">&#39;dm_red&#39;</span><span class="p">],</span> <span class="o">**</span><span class="n">errbfmt</span><span class="p">,</span>
                <span class="n">label</span><span class="o">=</span><span class="s2">&quot;data&quot;</span><span class="p">,</span> <span class="n">marker</span><span class="o">=</span><span class="s1">&#39;o&#39;</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;k&#39;</span><span class="p">,</span> <span class="n">mfc</span><span class="o">=</span><span class="s1">&#39;none&#39;</span><span class="p">,</span>
                <span class="n">alpha</span><span class="o">=</span><span class="mf">0.3</span><span class="p">)</span>

<span class="n">axs</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">errorbar</span><span class="p">(</span><span class="n">phot</span><span class="p">[</span><span class="s2">&quot;jd_target&quot;</span><span class="p">],</span> <span class="n">phot</span><span class="p">[</span><span class="s1">&#39;m_red&#39;</span><span class="p">],</span> <span class="n">yerr</span><span class="o">=</span><span class="n">phot</span><span class="p">[</span><span class="s1">&#39;dm_red&#39;</span><span class="p">],</span> <span class="o">**</span><span class="n">errbfmt</span><span class="p">,</span>
                <span class="n">label</span><span class="o">=</span><span class="s2">&quot;data&quot;</span><span class="p">,</span> <span class="n">marker</span><span class="o">=</span><span class="s1">&#39;o&#39;</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;k&#39;</span><span class="p">,</span> <span class="n">mfc</span><span class="o">=</span><span class="s1">&#39;none&#39;</span><span class="p">,</span>
                <span class="n">alpha</span><span class="o">=</span><span class="mf">0.3</span><span class="p">)</span>

<span class="k">for</span> <span class="n">ax</span> <span class="ow">in</span> <span class="p">[</span><span class="n">axs</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">axs</span><span class="p">[</span><span class="mi">1</span><span class="p">]]:</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="n">ylim</span><span class="o">=</span><span class="p">(</span><span class="mf">17.9</span><span class="p">,</span> <span class="mf">16.8</span><span class="p">),</span>
           <span class="n">xlabel</span><span class="o">=</span><span class="s2">&quot;JD&quot;</span><span class="p">,</span> <span class="n">ylabel</span><span class="o">=</span><span class="s2">&quot;Reduced Magnitude&quot;</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">legend</span><span class="p">(</span><span class="n">loc</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
    
<span class="n">axs</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set_xlim</span><span class="p">(</span><span class="mf">2458403.9</span><span class="p">,</span> <span class="mf">2458404.4</span><span class="p">)</span>
<span class="n">axs</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">set_xlim</span><span class="p">(</span><span class="mf">2458404.9</span><span class="p">,</span> <span class="mf">2458405.4</span><span class="p">)</span>

<span class="n">yfu</span><span class="o">.</span><span class="n">linticker</span><span class="p">(</span><span class="n">axs</span><span class="o">.</span><span class="n">tolist</span><span class="p">(),</span>
              <span class="n">xmajlockws</span><span class="o">=</span><span class="p">[</span><span class="mf">0.1</span><span class="p">],</span> <span class="n">xminlockws</span><span class="o">=</span><span class="p">[</span><span class="mf">0.05</span><span class="p">],</span>
              <span class="n">ymajlockws</span><span class="o">=</span><span class="p">[</span><span class="mf">0.1</span><span class="p">],</span> <span class="n">yminlockws</span><span class="o">=</span><span class="p">[</span><span class="mf">0.05</span><span class="p">])</span>
</pre></div>

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<div class="prompt input_prompt">In&nbsp;[5]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">errbfmt</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span><span class="n">capsize</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">elinewidth</span><span class="o">=</span><span class="mf">0.5</span><span class="p">,</span> <span class="n">ls</span><span class="o">=</span><span class="s1">&#39;&#39;</span><span class="p">)</span>
<span class="n">fig</span><span class="p">,</span> <span class="n">axs</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">8</span><span class="p">,</span> <span class="mi">6</span><span class="p">))</span>
<span class="n">axs</span><span class="o">.</span><span class="n">errorbar</span><span class="p">(</span><span class="n">phot</span><span class="p">[</span><span class="s2">&quot;jd_target&quot;</span><span class="p">],</span> <span class="n">phot</span><span class="p">[</span><span class="s1">&#39;m_red&#39;</span><span class="p">],</span> <span class="n">yerr</span><span class="o">=</span><span class="n">phot</span><span class="p">[</span><span class="s1">&#39;dm_red&#39;</span><span class="p">],</span> <span class="o">**</span><span class="n">errbfmt</span><span class="p">,</span>
             <span class="n">label</span><span class="o">=</span><span class="s2">&quot;data&quot;</span><span class="p">,</span> <span class="n">marker</span><span class="o">=</span><span class="s1">&#39;o&#39;</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;k&#39;</span><span class="p">,</span> <span class="n">mfc</span><span class="o">=</span><span class="s1">&#39;none&#39;</span><span class="p">,</span> 
            <span class="n">alpha</span><span class="o">=</span><span class="mf">0.5</span><span class="p">)</span>
<span class="n">axs</span><span class="o">.</span><span class="n">errorbar</span><span class="p">(</span><span class="n">phot_attention</span><span class="p">[</span><span class="s2">&quot;jd_target&quot;</span><span class="p">],</span> <span class="n">phot_attention</span><span class="p">[</span><span class="s1">&#39;m_red&#39;</span><span class="p">],</span>
             <span class="n">yerr</span><span class="o">=</span><span class="n">phot_attention</span><span class="p">[</span><span class="s1">&#39;dm_red&#39;</span><span class="p">],</span> <span class="o">**</span><span class="n">errbfmt</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">color</span><span class="o">=</span><span class="s1">&#39;b&#39;</span><span class="p">,</span>
             <span class="n">label</span><span class="o">=</span><span class="s2">&quot;Data maybe problematic&quot;</span><span class="p">)</span>
<span class="n">axs</span><span class="o">.</span><span class="n">errorbar</span><span class="p">(</span><span class="n">phot_zp</span><span class="p">[</span><span class="s2">&quot;jd_target&quot;</span><span class="p">],</span> <span class="n">phot_zp</span><span class="p">[</span><span class="s1">&#39;m_red&#39;</span><span class="p">],</span>
             <span class="n">yerr</span><span class="o">=</span><span class="n">phot_zp</span><span class="p">[</span><span class="s1">&#39;dm_red&#39;</span><span class="p">],</span> <span class="o">**</span><span class="n">errbfmt</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">color</span><span class="o">=</span><span class="s1">&#39;b&#39;</span><span class="p">)</span>
<span class="n">axs</span><span class="o">.</span><span class="n">errorbar</span><span class="p">(</span><span class="n">phot_reject</span><span class="p">[</span><span class="s2">&quot;jd_target&quot;</span><span class="p">],</span> <span class="n">phot_reject</span><span class="p">[</span><span class="s1">&#39;m_red&#39;</span><span class="p">],</span>
             <span class="n">yerr</span><span class="o">=</span><span class="n">phot_reject</span><span class="p">[</span><span class="s1">&#39;dm_red&#39;</span><span class="p">],</span> <span class="o">**</span><span class="n">errbfmt</span><span class="p">,</span>
             <span class="n">marker</span><span class="o">=</span><span class="s1">&#39;x&#39;</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;r&#39;</span><span class="p">,</span>
            <span class="n">label</span><span class="o">=</span><span class="s2">&quot;Data rejected&quot;</span><span class="p">)</span>
<span class="n">axs</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="n">ylim</span><span class="o">=</span><span class="p">(</span><span class="mf">17.5</span><span class="p">,</span> <span class="mf">16.8</span><span class="p">),</span>
        <span class="n">xlabel</span><span class="o">=</span><span class="s2">&quot;JD&quot;</span><span class="p">,</span> <span class="n">ylabel</span><span class="o">=</span><span class="s2">&quot;Reduced Magnitude&quot;</span><span class="p">)</span>

<span class="n">axs</span><span class="o">.</span><span class="n">legend</span><span class="p">()</span>
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<pre>&lt;matplotlib.legend.Legend at 0xb1aaa4cc0&gt;</pre>
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<div class="prompt input_prompt">In&nbsp;[6]:</div>
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    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">errbfmt</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span><span class="n">capsize</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">elinewidth</span><span class="o">=</span><span class="mf">0.5</span><span class="p">,</span> <span class="n">ls</span><span class="o">=</span><span class="s1">&#39;&#39;</span><span class="p">)</span>
<span class="n">dummy</span> <span class="o">=</span> <span class="p">([</span><span class="n">np</span><span class="o">.</span><span class="n">nan</span><span class="p">],</span> <span class="p">[</span><span class="n">np</span><span class="o">.</span><span class="n">nan</span><span class="p">])</span>

<span class="n">fig</span><span class="p">,</span> <span class="n">axs</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">8</span><span class="p">,</span> <span class="mi">11</span><span class="p">))</span>

<span class="k">for</span> <span class="n">ax</span> <span class="ow">in</span> <span class="n">axs</span><span class="o">.</span><span class="n">tolist</span><span class="p">():</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">errorbar</span><span class="p">(</span><span class="n">phot</span><span class="p">[</span><span class="s2">&quot;jd_target&quot;</span><span class="p">],</span> <span class="n">phot</span><span class="p">[</span><span class="s1">&#39;m_red&#39;</span><span class="p">],</span> <span class="n">yerr</span><span class="o">=</span><span class="n">phot</span><span class="p">[</span><span class="s1">&#39;dm_red&#39;</span><span class="p">],</span> <span class="o">**</span><span class="n">errbfmt</span><span class="p">,</span>
                 <span class="n">label</span><span class="o">=</span><span class="s2">&quot;data&quot;</span><span class="p">,</span> <span class="n">marker</span><span class="o">=</span><span class="s1">&#39;o&#39;</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;k&#39;</span><span class="p">,</span> <span class="n">mfc</span><span class="o">=</span><span class="s1">&#39;none&#39;</span><span class="p">,</span> 
                <span class="n">alpha</span><span class="o">=</span><span class="mf">0.5</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">errorbar</span><span class="p">(</span><span class="n">phot_attention</span><span class="p">[</span><span class="s2">&quot;jd_target&quot;</span><span class="p">],</span> <span class="n">phot_attention</span><span class="p">[</span><span class="s1">&#39;m_red&#39;</span><span class="p">],</span>
                 <span class="n">yerr</span><span class="o">=</span><span class="n">phot_attention</span><span class="p">[</span><span class="s1">&#39;dm_red&#39;</span><span class="p">],</span> <span class="o">**</span><span class="n">errbfmt</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">color</span><span class="o">=</span><span class="s1">&#39;b&#39;</span><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.3</span><span class="p">,</span>
                 <span class="n">label</span><span class="o">=</span><span class="s2">&quot;Data maybe problematic&quot;</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">errorbar</span><span class="p">(</span><span class="n">phot_zp</span><span class="p">[</span><span class="s2">&quot;jd_target&quot;</span><span class="p">],</span> <span class="n">phot_zp</span><span class="p">[</span><span class="s1">&#39;m_red&#39;</span><span class="p">],</span>
                 <span class="n">yerr</span><span class="o">=</span><span class="n">phot_zp</span><span class="p">[</span><span class="s1">&#39;dm_red&#39;</span><span class="p">],</span> <span class="o">**</span><span class="n">errbfmt</span><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.3</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">color</span><span class="o">=</span><span class="s1">&#39;b&#39;</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">errorbar</span><span class="p">(</span><span class="n">phot_reject</span><span class="p">[</span><span class="s2">&quot;jd_target&quot;</span><span class="p">],</span> <span class="n">phot_reject</span><span class="p">[</span><span class="s1">&#39;m_red&#39;</span><span class="p">],</span>
                 <span class="n">yerr</span><span class="o">=</span><span class="n">phot_reject</span><span class="p">[</span><span class="s1">&#39;dm_red&#39;</span><span class="p">],</span> <span class="o">**</span><span class="n">errbfmt</span><span class="p">,</span>
                 <span class="n">marker</span><span class="o">=</span><span class="s1">&#39;x&#39;</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;r&#39;</span><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.3</span><span class="p">,</span>
                <span class="n">label</span><span class="o">=</span><span class="s2">&quot;Data rejected&quot;</span><span class="p">)</span>

    
<span class="k">for</span> <span class="n">ax</span> <span class="ow">in</span> <span class="p">[</span><span class="n">axs</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">axs</span><span class="p">[</span><span class="mi">1</span><span class="p">]]:</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="n">ylim</span><span class="o">=</span><span class="p">(</span><span class="mf">17.5</span><span class="p">,</span> <span class="mf">16.8</span><span class="p">),</span>
           <span class="n">xlabel</span><span class="o">=</span><span class="s2">&quot;JD&quot;</span><span class="p">,</span> <span class="n">ylabel</span><span class="o">=</span><span class="s2">&quot;Reduced Magnitude&quot;</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">legend</span><span class="p">(</span><span class="n">loc</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
<span class="n">axs</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set_xlim</span><span class="p">(</span><span class="mf">2458403.9</span><span class="p">,</span> <span class="mf">2458404.4</span><span class="p">)</span>
<span class="n">axs</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">set_xlim</span><span class="p">(</span><span class="mf">2458404.9</span><span class="p">,</span> <span class="mf">2458405.4</span><span class="p">)</span>

<span class="n">yfu</span><span class="o">.</span><span class="n">linticker</span><span class="p">(</span><span class="n">axs</span><span class="o">.</span><span class="n">tolist</span><span class="p">(),</span>
              <span class="n">xmajlockws</span><span class="o">=</span><span class="p">[</span><span class="mf">0.1</span><span class="p">],</span> <span class="n">xminlockws</span><span class="o">=</span><span class="p">[</span><span class="mf">0.05</span><span class="p">],</span>
              <span class="n">ymajlockws</span><span class="o">=</span><span class="p">[</span><span class="mf">0.1</span><span class="p">],</span> <span class="n">yminlockws</span><span class="o">=</span><span class="p">[</span><span class="mf">0.05</span><span class="p">])</span>
</pre></div>

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