diff --git "a/results (6).html" "b/results (6).html"
new file mode 100644--- /dev/null
+++ "b/results (6).html"
@@ -0,0 +1,16992 @@
+<!DOCTYPE html>
+<html>
+<head><meta charset="utf-8" />
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+
+<title>results</title><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.1.10/require.min.js"></script>
+
+
+
+
+<style type="text/css">
+    pre { line-height: 125%; }
+td.linenos .normal { color: inherit; background-color: transparent; padding-left: 5px; padding-right: 5px; }
+span.linenos { color: inherit; background-color: transparent; padding-left: 5px; padding-right: 5px; }
+td.linenos .special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
+span.linenos.special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
+.highlight .hll { background-color: var(--jp-cell-editor-active-background) }
+.highlight { background: var(--jp-cell-editor-background); color: var(--jp-mirror-editor-variable-color) }
+.highlight .c { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment */
+.highlight .err { color: var(--jp-mirror-editor-error-color) } /* Error */
+.highlight .k { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword */
+.highlight .o { color: var(--jp-mirror-editor-operator-color); font-weight: bold } /* Operator */
+.highlight .p { color: var(--jp-mirror-editor-punctuation-color) } /* Punctuation */
+.highlight .ch { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.Hashbang */
+.highlight .cm { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.Multiline */
+.highlight .cp { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.Preproc */
+.highlight .cpf { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.PreprocFile */
+.highlight .c1 { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.Single */
+.highlight .cs { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.Special */
+.highlight .kc { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Constant */
+.highlight .kd { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Declaration */
+.highlight .kn { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Namespace */
+.highlight .kp { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Pseudo */
+.highlight .kr { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Reserved */
+.highlight .kt { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Type */
+.highlight .m { color: var(--jp-mirror-editor-number-color) } /* Literal.Number */
+.highlight .s { color: var(--jp-mirror-editor-string-color) } /* Literal.String */
+.highlight .ow { color: var(--jp-mirror-editor-operator-color); font-weight: bold } /* Operator.Word */
+.highlight .pm { color: var(--jp-mirror-editor-punctuation-color) } /* Punctuation.Marker */
+.highlight .w { color: var(--jp-mirror-editor-variable-color) } /* Text.Whitespace */
+.highlight .mb { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Bin */
+.highlight .mf { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Float */
+.highlight .mh { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Hex */
+.highlight .mi { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Integer */
+.highlight .mo { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Oct */
+.highlight .sa { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Affix */
+.highlight .sb { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Backtick */
+.highlight .sc { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Char */
+.highlight .dl { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Delimiter */
+.highlight .sd { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Doc */
+.highlight .s2 { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Double */
+.highlight .se { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Escape */
+.highlight .sh { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Heredoc */
+.highlight .si { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Interpol */
+.highlight .sx { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Other */
+.highlight .sr { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Regex */
+.highlight .s1 { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Single */
+.highlight .ss { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Symbol */
+.highlight .il { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Integer.Long */
+  </style>
+
+
+
+<style type="text/css">
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*
+ * Mozilla scrollbar styling
+ */
+
+/* use standard opaque scrollbars for most nodes */
+[data-jp-theme-scrollbars='true'] {
+  scrollbar-color: rgb(var(--jp-scrollbar-thumb-color))
+    var(--jp-scrollbar-background-color);
+}
+
+/* for code nodes, use a transparent style of scrollbar. These selectors
+ * will match lower in the tree, and so will override the above */
+[data-jp-theme-scrollbars='true'] .CodeMirror-hscrollbar,
+[data-jp-theme-scrollbars='true'] .CodeMirror-vscrollbar {
+  scrollbar-color: rgba(var(--jp-scrollbar-thumb-color), 0.5) transparent;
+}
+
+/* tiny scrollbar */
+
+.jp-scrollbar-tiny {
+  scrollbar-color: rgba(var(--jp-scrollbar-thumb-color), 0.5) transparent;
+  scrollbar-width: thin;
+}
+
+/*
+ * Webkit scrollbar styling
+ */
+
+/* use standard opaque scrollbars for most nodes */
+
+[data-jp-theme-scrollbars='true'] ::-webkit-scrollbar,
+[data-jp-theme-scrollbars='true'] ::-webkit-scrollbar-corner {
+  background: var(--jp-scrollbar-background-color);
+}
+
+[data-jp-theme-scrollbars='true'] ::-webkit-scrollbar-thumb {
+  background: rgb(var(--jp-scrollbar-thumb-color));
+  border: var(--jp-scrollbar-thumb-margin) solid transparent;
+  background-clip: content-box;
+  border-radius: var(--jp-scrollbar-thumb-radius);
+}
+
+[data-jp-theme-scrollbars='true'] ::-webkit-scrollbar-track:horizontal {
+  border-left: var(--jp-scrollbar-endpad) solid
+    var(--jp-scrollbar-background-color);
+  border-right: var(--jp-scrollbar-endpad) solid
+    var(--jp-scrollbar-background-color);
+}
+
+[data-jp-theme-scrollbars='true'] ::-webkit-scrollbar-track:vertical {
+  border-top: var(--jp-scrollbar-endpad) solid
+    var(--jp-scrollbar-background-color);
+  border-bottom: var(--jp-scrollbar-endpad) solid
+    var(--jp-scrollbar-background-color);
+}
+
+/* for code nodes, use a transparent style of scrollbar */
+
+[data-jp-theme-scrollbars='true'] .CodeMirror-hscrollbar::-webkit-scrollbar,
+[data-jp-theme-scrollbars='true'] .CodeMirror-vscrollbar::-webkit-scrollbar,
+[data-jp-theme-scrollbars='true']
+  .CodeMirror-hscrollbar::-webkit-scrollbar-corner,
+[data-jp-theme-scrollbars='true']
+  .CodeMirror-vscrollbar::-webkit-scrollbar-corner {
+  background-color: transparent;
+}
+
+[data-jp-theme-scrollbars='true']
+  .CodeMirror-hscrollbar::-webkit-scrollbar-thumb,
+[data-jp-theme-scrollbars='true']
+  .CodeMirror-vscrollbar::-webkit-scrollbar-thumb {
+  background: rgba(var(--jp-scrollbar-thumb-color), 0.5);
+  border: var(--jp-scrollbar-thumb-margin) solid transparent;
+  background-clip: content-box;
+  border-radius: var(--jp-scrollbar-thumb-radius);
+}
+
+[data-jp-theme-scrollbars='true']
+  .CodeMirror-hscrollbar::-webkit-scrollbar-track:horizontal {
+  border-left: var(--jp-scrollbar-endpad) solid transparent;
+  border-right: var(--jp-scrollbar-endpad) solid transparent;
+}
+
+[data-jp-theme-scrollbars='true']
+  .CodeMirror-vscrollbar::-webkit-scrollbar-track:vertical {
+  border-top: var(--jp-scrollbar-endpad) solid transparent;
+  border-bottom: var(--jp-scrollbar-endpad) solid transparent;
+}
+
+/* tiny scrollbar */
+
+.jp-scrollbar-tiny::-webkit-scrollbar,
+.jp-scrollbar-tiny::-webkit-scrollbar-corner {
+  background-color: transparent;
+  height: 4px;
+  width: 4px;
+}
+
+.jp-scrollbar-tiny::-webkit-scrollbar-thumb {
+  background: rgba(var(--jp-scrollbar-thumb-color), 0.5);
+}
+
+.jp-scrollbar-tiny::-webkit-scrollbar-track:horizontal {
+  border-left: 0px solid transparent;
+  border-right: 0px solid transparent;
+}
+
+.jp-scrollbar-tiny::-webkit-scrollbar-track:vertical {
+  border-top: 0px solid transparent;
+  border-bottom: 0px solid transparent;
+}
+
+/*
+ * Phosphor
+ */
+
+.lm-ScrollBar[data-orientation='horizontal'] {
+  min-height: 16px;
+  max-height: 16px;
+  min-width: 45px;
+  border-top: 1px solid #a0a0a0;
+}
+
+.lm-ScrollBar[data-orientation='vertical'] {
+  min-width: 16px;
+  max-width: 16px;
+  min-height: 45px;
+  border-left: 1px solid #a0a0a0;
+}
+
+.lm-ScrollBar-button {
+  background-color: #f0f0f0;
+  background-position: center center;
+  min-height: 15px;
+  max-height: 15px;
+  min-width: 15px;
+  max-width: 15px;
+}
+
+.lm-ScrollBar-button:hover {
+  background-color: #dadada;
+}
+
+.lm-ScrollBar-button.lm-mod-active {
+  background-color: #cdcdcd;
+}
+
+.lm-ScrollBar-track {
+  background: #f0f0f0;
+}
+
+.lm-ScrollBar-thumb {
+  background: #cdcdcd;
+}
+
+.lm-ScrollBar-thumb:hover {
+  background: #bababa;
+}
+
+.lm-ScrollBar-thumb.lm-mod-active {
+  background: #a0a0a0;
+}
+
+.lm-ScrollBar[data-orientation='horizontal'] .lm-ScrollBar-thumb {
+  height: 100%;
+  min-width: 15px;
+  border-left: 1px solid #a0a0a0;
+  border-right: 1px solid #a0a0a0;
+}
+
+.lm-ScrollBar[data-orientation='vertical'] .lm-ScrollBar-thumb {
+  width: 100%;
+  min-height: 15px;
+  border-top: 1px solid #a0a0a0;
+  border-bottom: 1px solid #a0a0a0;
+}
+
+.lm-ScrollBar[data-orientation='horizontal']
+  .lm-ScrollBar-button[data-action='decrement'] {
+  background-image: var(--jp-icon-caret-left);
+  background-size: 17px;
+}
+
+.lm-ScrollBar[data-orientation='horizontal']
+  .lm-ScrollBar-button[data-action='increment'] {
+  background-image: var(--jp-icon-caret-right);
+  background-size: 17px;
+}
+
+.lm-ScrollBar[data-orientation='vertical']
+  .lm-ScrollBar-button[data-action='decrement'] {
+  background-image: var(--jp-icon-caret-up);
+  background-size: 17px;
+}
+
+.lm-ScrollBar[data-orientation='vertical']
+  .lm-ScrollBar-button[data-action='increment'] {
+  background-image: var(--jp-icon-caret-down);
+  background-size: 17px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-Widget, /* </DEPRECATED> */
+.lm-Widget {
+  box-sizing: border-box;
+  position: relative;
+  overflow: hidden;
+  cursor: default;
+}
+
+
+/* <DEPRECATED> */ .p-Widget.p-mod-hidden, /* </DEPRECATED> */
+.lm-Widget.lm-mod-hidden {
+  display: none !important;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-CommandPalette, /* </DEPRECATED> */
+.lm-CommandPalette {
+  display: flex;
+  flex-direction: column;
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-search, /* </DEPRECATED> */
+.lm-CommandPalette-search {
+  flex: 0 0 auto;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-content, /* </DEPRECATED> */
+.lm-CommandPalette-content {
+  flex: 1 1 auto;
+  margin: 0;
+  padding: 0;
+  min-height: 0;
+  overflow: auto;
+  list-style-type: none;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-header, /* </DEPRECATED> */
+.lm-CommandPalette-header {
+  overflow: hidden;
+  white-space: nowrap;
+  text-overflow: ellipsis;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-item, /* </DEPRECATED> */
+.lm-CommandPalette-item {
+  display: flex;
+  flex-direction: row;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-itemIcon, /* </DEPRECATED> */
+.lm-CommandPalette-itemIcon {
+  flex: 0 0 auto;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-itemContent, /* </DEPRECATED> */
+.lm-CommandPalette-itemContent {
+  flex: 1 1 auto;
+  overflow: hidden;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-itemShortcut, /* </DEPRECATED> */
+.lm-CommandPalette-itemShortcut {
+  flex: 0 0 auto;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-itemLabel, /* </DEPRECATED> */
+.lm-CommandPalette-itemLabel {
+  overflow: hidden;
+  white-space: nowrap;
+  text-overflow: ellipsis;
+}
+
+.lm-close-icon {
+	border:1px solid transparent;
+  background-color: transparent;
+  position: absolute;
+	z-index:1;
+	right:3%;
+	top: 0;
+	bottom: 0;
+	margin: auto;
+	padding: 7px 0;
+	display: none;
+	vertical-align: middle;
+  outline: 0;
+  cursor: pointer;
+}
+.lm-close-icon:after {
+	content: "X";
+	display: block;
+	width: 15px;
+	height: 15px;
+	text-align: center;
+	color:#000;
+	font-weight: normal;
+	font-size: 12px;
+	cursor: pointer;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-DockPanel, /* </DEPRECATED> */
+.lm-DockPanel {
+  z-index: 0;
+}
+
+
+/* <DEPRECATED> */ .p-DockPanel-widget, /* </DEPRECATED> */
+.lm-DockPanel-widget {
+  z-index: 0;
+}
+
+
+/* <DEPRECATED> */ .p-DockPanel-tabBar, /* </DEPRECATED> */
+.lm-DockPanel-tabBar {
+  z-index: 1;
+}
+
+
+/* <DEPRECATED> */ .p-DockPanel-handle, /* </DEPRECATED> */
+.lm-DockPanel-handle {
+  z-index: 2;
+}
+
+
+/* <DEPRECATED> */ .p-DockPanel-handle.p-mod-hidden, /* </DEPRECATED> */
+.lm-DockPanel-handle.lm-mod-hidden {
+  display: none !important;
+}
+
+
+/* <DEPRECATED> */ .p-DockPanel-handle:after, /* </DEPRECATED> */
+.lm-DockPanel-handle:after {
+  position: absolute;
+  top: 0;
+  left: 0;
+  width: 100%;
+  height: 100%;
+  content: '';
+}
+
+
+/* <DEPRECATED> */
+.p-DockPanel-handle[data-orientation='horizontal'],
+/* </DEPRECATED> */
+.lm-DockPanel-handle[data-orientation='horizontal'] {
+  cursor: ew-resize;
+}
+
+
+/* <DEPRECATED> */
+.p-DockPanel-handle[data-orientation='vertical'],
+/* </DEPRECATED> */
+.lm-DockPanel-handle[data-orientation='vertical'] {
+  cursor: ns-resize;
+}
+
+
+/* <DEPRECATED> */
+.p-DockPanel-handle[data-orientation='horizontal']:after,
+/* </DEPRECATED> */
+.lm-DockPanel-handle[data-orientation='horizontal']:after {
+  left: 50%;
+  min-width: 8px;
+  transform: translateX(-50%);
+}
+
+
+/* <DEPRECATED> */
+.p-DockPanel-handle[data-orientation='vertical']:after,
+/* </DEPRECATED> */
+.lm-DockPanel-handle[data-orientation='vertical']:after {
+  top: 50%;
+  min-height: 8px;
+  transform: translateY(-50%);
+}
+
+
+/* <DEPRECATED> */ .p-DockPanel-overlay, /* </DEPRECATED> */
+.lm-DockPanel-overlay {
+  z-index: 3;
+  box-sizing: border-box;
+  pointer-events: none;
+}
+
+
+/* <DEPRECATED> */ .p-DockPanel-overlay.p-mod-hidden, /* </DEPRECATED> */
+.lm-DockPanel-overlay.lm-mod-hidden {
+  display: none !important;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-Menu, /* </DEPRECATED> */
+.lm-Menu {
+  z-index: 10000;
+  position: absolute;
+  white-space: nowrap;
+  overflow-x: hidden;
+  overflow-y: auto;
+  outline: none;
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+
+/* <DEPRECATED> */ .p-Menu-content, /* </DEPRECATED> */
+.lm-Menu-content {
+  margin: 0;
+  padding: 0;
+  display: table;
+  list-style-type: none;
+}
+
+
+/* <DEPRECATED> */ .p-Menu-item, /* </DEPRECATED> */
+.lm-Menu-item {
+  display: table-row;
+}
+
+
+/* <DEPRECATED> */
+.p-Menu-item.p-mod-hidden,
+.p-Menu-item.p-mod-collapsed,
+/* </DEPRECATED> */
+.lm-Menu-item.lm-mod-hidden,
+.lm-Menu-item.lm-mod-collapsed {
+  display: none !important;
+}
+
+
+/* <DEPRECATED> */
+.p-Menu-itemIcon,
+.p-Menu-itemSubmenuIcon,
+/* </DEPRECATED> */
+.lm-Menu-itemIcon,
+.lm-Menu-itemSubmenuIcon {
+  display: table-cell;
+  text-align: center;
+}
+
+
+/* <DEPRECATED> */ .p-Menu-itemLabel, /* </DEPRECATED> */
+.lm-Menu-itemLabel {
+  display: table-cell;
+  text-align: left;
+}
+
+
+/* <DEPRECATED> */ .p-Menu-itemShortcut, /* </DEPRECATED> */
+.lm-Menu-itemShortcut {
+  display: table-cell;
+  text-align: right;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-MenuBar, /* </DEPRECATED> */
+.lm-MenuBar {
+  outline: none;
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+
+/* <DEPRECATED> */ .p-MenuBar-content, /* </DEPRECATED> */
+.lm-MenuBar-content {
+  margin: 0;
+  padding: 0;
+  display: flex;
+  flex-direction: row;
+  list-style-type: none;
+}
+
+
+/* <DEPRECATED> */ .p--MenuBar-item, /* </DEPRECATED> */
+.lm-MenuBar-item {
+  box-sizing: border-box;
+}
+
+
+/* <DEPRECATED> */
+.p-MenuBar-itemIcon,
+.p-MenuBar-itemLabel,
+/* </DEPRECATED> */
+.lm-MenuBar-itemIcon,
+.lm-MenuBar-itemLabel {
+  display: inline-block;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-ScrollBar, /* </DEPRECATED> */
+.lm-ScrollBar {
+  display: flex;
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+
+/* <DEPRECATED> */
+.p-ScrollBar[data-orientation='horizontal'],
+/* </DEPRECATED> */
+.lm-ScrollBar[data-orientation='horizontal'] {
+  flex-direction: row;
+}
+
+
+/* <DEPRECATED> */
+.p-ScrollBar[data-orientation='vertical'],
+/* </DEPRECATED> */
+.lm-ScrollBar[data-orientation='vertical'] {
+  flex-direction: column;
+}
+
+
+/* <DEPRECATED> */ .p-ScrollBar-button, /* </DEPRECATED> */
+.lm-ScrollBar-button {
+  box-sizing: border-box;
+  flex: 0 0 auto;
+}
+
+
+/* <DEPRECATED> */ .p-ScrollBar-track, /* </DEPRECATED> */
+.lm-ScrollBar-track {
+  box-sizing: border-box;
+  position: relative;
+  overflow: hidden;
+  flex: 1 1 auto;
+}
+
+
+/* <DEPRECATED> */ .p-ScrollBar-thumb, /* </DEPRECATED> */
+.lm-ScrollBar-thumb {
+  box-sizing: border-box;
+  position: absolute;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-SplitPanel-child, /* </DEPRECATED> */
+.lm-SplitPanel-child {
+  z-index: 0;
+}
+
+
+/* <DEPRECATED> */ .p-SplitPanel-handle, /* </DEPRECATED> */
+.lm-SplitPanel-handle {
+  z-index: 1;
+}
+
+
+/* <DEPRECATED> */ .p-SplitPanel-handle.p-mod-hidden, /* </DEPRECATED> */
+.lm-SplitPanel-handle.lm-mod-hidden {
+  display: none !important;
+}
+
+
+/* <DEPRECATED> */ .p-SplitPanel-handle:after, /* </DEPRECATED> */
+.lm-SplitPanel-handle:after {
+  position: absolute;
+  top: 0;
+  left: 0;
+  width: 100%;
+  height: 100%;
+  content: '';
+}
+
+
+/* <DEPRECATED> */
+.p-SplitPanel[data-orientation='horizontal'] > .p-SplitPanel-handle,
+/* </DEPRECATED> */
+.lm-SplitPanel[data-orientation='horizontal'] > .lm-SplitPanel-handle {
+  cursor: ew-resize;
+}
+
+
+/* <DEPRECATED> */
+.p-SplitPanel[data-orientation='vertical'] > .p-SplitPanel-handle,
+/* </DEPRECATED> */
+.lm-SplitPanel[data-orientation='vertical'] > .lm-SplitPanel-handle {
+  cursor: ns-resize;
+}
+
+
+/* <DEPRECATED> */
+.p-SplitPanel[data-orientation='horizontal'] > .p-SplitPanel-handle:after,
+/* </DEPRECATED> */
+.lm-SplitPanel[data-orientation='horizontal'] > .lm-SplitPanel-handle:after {
+  left: 50%;
+  min-width: 8px;
+  transform: translateX(-50%);
+}
+
+
+/* <DEPRECATED> */
+.p-SplitPanel[data-orientation='vertical'] > .p-SplitPanel-handle:after,
+/* </DEPRECATED> */
+.lm-SplitPanel[data-orientation='vertical'] > .lm-SplitPanel-handle:after {
+  top: 50%;
+  min-height: 8px;
+  transform: translateY(-50%);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-TabBar, /* </DEPRECATED> */
+.lm-TabBar {
+  display: flex;
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+
+/* <DEPRECATED> */ .p-TabBar[data-orientation='horizontal'], /* </DEPRECATED> */
+.lm-TabBar[data-orientation='horizontal'] {
+  flex-direction: row;
+  align-items: flex-end;
+}
+
+
+/* <DEPRECATED> */ .p-TabBar[data-orientation='vertical'], /* </DEPRECATED> */
+.lm-TabBar[data-orientation='vertical'] {
+  flex-direction: column;
+  align-items: flex-end;
+}
+
+
+/* <DEPRECATED> */ .p-TabBar-content, /* </DEPRECATED> */
+.lm-TabBar-content {
+  margin: 0;
+  padding: 0;
+  display: flex;
+  flex: 1 1 auto;
+  list-style-type: none;
+}
+
+
+/* <DEPRECATED> */
+.p-TabBar[data-orientation='horizontal'] > .p-TabBar-content,
+/* </DEPRECATED> */
+.lm-TabBar[data-orientation='horizontal'] > .lm-TabBar-content {
+  flex-direction: row;
+}
+
+
+/* <DEPRECATED> */
+.p-TabBar[data-orientation='vertical'] > .p-TabBar-content,
+/* </DEPRECATED> */
+.lm-TabBar[data-orientation='vertical'] > .lm-TabBar-content {
+  flex-direction: column;
+}
+
+
+/* <DEPRECATED> */ .p-TabBar-tab, /* </DEPRECATED> */
+.lm-TabBar-tab {
+  display: flex;
+  flex-direction: row;
+  box-sizing: border-box;
+  overflow: hidden;
+}
+
+
+/* <DEPRECATED> */
+.p-TabBar-tabIcon,
+.p-TabBar-tabCloseIcon,
+/* </DEPRECATED> */
+.lm-TabBar-tabIcon,
+.lm-TabBar-tabCloseIcon {
+  flex: 0 0 auto;
+}
+
+
+/* <DEPRECATED> */ .p-TabBar-tabLabel, /* </DEPRECATED> */
+.lm-TabBar-tabLabel {
+  flex: 1 1 auto;
+  overflow: hidden;
+  white-space: nowrap;
+}
+
+
+.lm-TabBar-tabInput {
+  user-select: all;
+  width: 100%;
+  box-sizing : border-box;
+}
+
+
+/* <DEPRECATED> */ .p-TabBar-tab.p-mod-hidden, /* </DEPRECATED> */
+.lm-TabBar-tab.lm-mod-hidden {
+  display: none !important;
+}
+
+
+.lm-TabBar-addButton.lm-mod-hidden {
+  display: none !important;
+}
+
+
+/* <DEPRECATED> */ .p-TabBar.p-mod-dragging .p-TabBar-tab, /* </DEPRECATED> */
+.lm-TabBar.lm-mod-dragging .lm-TabBar-tab {
+  position: relative;
+}
+
+
+/* <DEPRECATED> */
+.p-TabBar.p-mod-dragging[data-orientation='horizontal'] .p-TabBar-tab,
+/* </DEPRECATED> */
+.lm-TabBar.lm-mod-dragging[data-orientation='horizontal'] .lm-TabBar-tab {
+  left: 0;
+  transition: left 150ms ease;
+}
+
+
+/* <DEPRECATED> */
+.p-TabBar.p-mod-dragging[data-orientation='vertical'] .p-TabBar-tab,
+/* </DEPRECATED> */
+.lm-TabBar.lm-mod-dragging[data-orientation='vertical'] .lm-TabBar-tab {
+  top: 0;
+  transition: top 150ms ease;
+}
+
+
+/* <DEPRECATED> */
+.p-TabBar.p-mod-dragging .p-TabBar-tab.p-mod-dragging,
+/* </DEPRECATED> */
+.lm-TabBar.lm-mod-dragging .lm-TabBar-tab.lm-mod-dragging {
+  transition: none;
+}
+
+.lm-TabBar-tabLabel .lm-TabBar-tabInput {
+  user-select: all;
+  width: 100%;
+  box-sizing : border-box;
+  background: inherit;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-TabPanel-tabBar, /* </DEPRECATED> */
+.lm-TabPanel-tabBar {
+  z-index: 1;
+}
+
+
+/* <DEPRECATED> */ .p-TabPanel-stackedPanel, /* </DEPRECATED> */
+.lm-TabPanel-stackedPanel {
+  z-index: 0;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+@charset "UTF-8";
+html{
+  -webkit-box-sizing:border-box;
+          box-sizing:border-box; }
+
+*,
+*::before,
+*::after{
+  -webkit-box-sizing:inherit;
+          box-sizing:inherit; }
+
+body{
+  font-size:14px;
+  font-weight:400;
+  letter-spacing:0;
+  line-height:1.28581;
+  text-transform:none;
+  color:#182026;
+  font-family:-apple-system, "BlinkMacSystemFont", "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Open Sans", "Helvetica Neue", "Icons16", sans-serif; }
+
+p{
+  margin-bottom:10px;
+  margin-top:0; }
+
+small{
+  font-size:12px; }
+
+strong{
+  font-weight:600; }
+
+::-moz-selection{
+  background:rgba(125, 188, 255, 0.6); }
+
+::selection{
+  background:rgba(125, 188, 255, 0.6); }
+.bp3-heading{
+  color:#182026;
+  font-weight:600;
+  margin:0 0 10px;
+  padding:0; }
+  .bp3-dark .bp3-heading{
+    color:#f5f8fa; }
+
+h1.bp3-heading, .bp3-running-text h1{
+  font-size:36px;
+  line-height:40px; }
+
+h2.bp3-heading, .bp3-running-text h2{
+  font-size:28px;
+  line-height:32px; }
+
+h3.bp3-heading, .bp3-running-text h3{
+  font-size:22px;
+  line-height:25px; }
+
+h4.bp3-heading, .bp3-running-text h4{
+  font-size:18px;
+  line-height:21px; }
+
+h5.bp3-heading, .bp3-running-text h5{
+  font-size:16px;
+  line-height:19px; }
+
+h6.bp3-heading, .bp3-running-text h6{
+  font-size:14px;
+  line-height:16px; }
+.bp3-ui-text{
+  font-size:14px;
+  font-weight:400;
+  letter-spacing:0;
+  line-height:1.28581;
+  text-transform:none; }
+
+.bp3-monospace-text{
+  font-family:monospace;
+  text-transform:none; }
+
+.bp3-text-muted{
+  color:#5c7080; }
+  .bp3-dark .bp3-text-muted{
+    color:#a7b6c2; }
+
+.bp3-text-disabled{
+  color:rgba(92, 112, 128, 0.6); }
+  .bp3-dark .bp3-text-disabled{
+    color:rgba(167, 182, 194, 0.6); }
+
+.bp3-text-overflow-ellipsis{
+  overflow:hidden;
+  text-overflow:ellipsis;
+  white-space:nowrap;
+  word-wrap:normal; }
+.bp3-running-text{
+  font-size:14px;
+  line-height:1.5; }
+  .bp3-running-text h1{
+    color:#182026;
+    font-weight:600;
+    margin-bottom:20px;
+    margin-top:40px; }
+    .bp3-dark .bp3-running-text h1{
+      color:#f5f8fa; }
+  .bp3-running-text h2{
+    color:#182026;
+    font-weight:600;
+    margin-bottom:20px;
+    margin-top:40px; }
+    .bp3-dark .bp3-running-text h2{
+      color:#f5f8fa; }
+  .bp3-running-text h3{
+    color:#182026;
+    font-weight:600;
+    margin-bottom:20px;
+    margin-top:40px; }
+    .bp3-dark .bp3-running-text h3{
+      color:#f5f8fa; }
+  .bp3-running-text h4{
+    color:#182026;
+    font-weight:600;
+    margin-bottom:20px;
+    margin-top:40px; }
+    .bp3-dark .bp3-running-text h4{
+      color:#f5f8fa; }
+  .bp3-running-text h5{
+    color:#182026;
+    font-weight:600;
+    margin-bottom:20px;
+    margin-top:40px; }
+    .bp3-dark .bp3-running-text h5{
+      color:#f5f8fa; }
+  .bp3-running-text h6{
+    color:#182026;
+    font-weight:600;
+    margin-bottom:20px;
+    margin-top:40px; }
+    .bp3-dark .bp3-running-text h6{
+      color:#f5f8fa; }
+  .bp3-running-text hr{
+    border:none;
+    border-bottom:1px solid rgba(16, 22, 26, 0.15);
+    margin:20px 0; }
+    .bp3-dark .bp3-running-text hr{
+      border-color:rgba(255, 255, 255, 0.15); }
+  .bp3-running-text p{
+    margin:0 0 10px;
+    padding:0; }
+
+.bp3-text-large{
+  font-size:16px; }
+
+.bp3-text-small{
+  font-size:12px; }
+a{
+  color:#106ba3;
+  text-decoration:none; }
+  a:hover{
+    color:#106ba3;
+    cursor:pointer;
+    text-decoration:underline; }
+  a .bp3-icon, a .bp3-icon-standard, a .bp3-icon-large{
+    color:inherit; }
+  a code,
+  .bp3-dark a code{
+    color:inherit; }
+  .bp3-dark a,
+  .bp3-dark a:hover{
+    color:#48aff0; }
+    .bp3-dark a .bp3-icon, .bp3-dark a .bp3-icon-standard, .bp3-dark a .bp3-icon-large,
+    .bp3-dark a:hover .bp3-icon,
+    .bp3-dark a:hover .bp3-icon-standard,
+    .bp3-dark a:hover .bp3-icon-large{
+      color:inherit; }
+.bp3-running-text code, .bp3-code{
+  font-family:monospace;
+  text-transform:none;
+  background:rgba(255, 255, 255, 0.7);
+  border-radius:3px;
+  -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2);
+          box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2);
+  color:#5c7080;
+  font-size:smaller;
+  padding:2px 5px; }
+  .bp3-dark .bp3-running-text code, .bp3-running-text .bp3-dark code, .bp3-dark .bp3-code{
+    background:rgba(16, 22, 26, 0.3);
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+    color:#a7b6c2; }
+  .bp3-running-text a > code, a > .bp3-code{
+    color:#137cbd; }
+    .bp3-dark .bp3-running-text a > code, .bp3-running-text .bp3-dark a > code, .bp3-dark a > .bp3-code{
+      color:inherit; }
+
+.bp3-running-text pre, .bp3-code-block{
+  font-family:monospace;
+  text-transform:none;
+  background:rgba(255, 255, 255, 0.7);
+  border-radius:3px;
+  -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15);
+          box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15);
+  color:#182026;
+  display:block;
+  font-size:13px;
+  line-height:1.4;
+  margin:10px 0;
+  padding:13px 15px 12px;
+  word-break:break-all;
+  word-wrap:break-word; }
+  .bp3-dark .bp3-running-text pre, .bp3-running-text .bp3-dark pre, .bp3-dark .bp3-code-block{
+    background:rgba(16, 22, 26, 0.3);
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+    color:#f5f8fa; }
+  .bp3-running-text pre > code, .bp3-code-block > code{
+    background:none;
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    color:inherit;
+    font-size:inherit;
+    padding:0; }
+
+.bp3-running-text kbd, .bp3-key{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  background:#ffffff;
+  border-radius:3px;
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
+  color:#5c7080;
+  display:-webkit-inline-box;
+  display:-ms-inline-flexbox;
+  display:inline-flex;
+  font-family:inherit;
+  font-size:12px;
+  height:24px;
+  -webkit-box-pack:center;
+      -ms-flex-pack:center;
+          justify-content:center;
+  line-height:24px;
+  min-width:24px;
+  padding:3px 6px;
+  vertical-align:middle; }
+  .bp3-running-text kbd .bp3-icon, .bp3-key .bp3-icon, .bp3-running-text kbd .bp3-icon-standard, .bp3-key .bp3-icon-standard, .bp3-running-text kbd .bp3-icon-large, .bp3-key .bp3-icon-large{
+    margin-right:5px; }
+  .bp3-dark .bp3-running-text kbd, .bp3-running-text .bp3-dark kbd, .bp3-dark .bp3-key{
+    background:#394b59;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
+    color:#a7b6c2; }
+.bp3-running-text blockquote, .bp3-blockquote{
+  border-left:solid 4px rgba(167, 182, 194, 0.5);
+  margin:0 0 10px;
+  padding:0 20px; }
+  .bp3-dark .bp3-running-text blockquote, .bp3-running-text .bp3-dark blockquote, .bp3-dark .bp3-blockquote{
+    border-color:rgba(115, 134, 148, 0.5); }
+.bp3-running-text ul,
+.bp3-running-text ol, .bp3-list{
+  margin:10px 0;
+  padding-left:30px; }
+  .bp3-running-text ul li:not(:last-child), .bp3-running-text ol li:not(:last-child), .bp3-list li:not(:last-child){
+    margin-bottom:5px; }
+  .bp3-running-text ul ol, .bp3-running-text ol ol, .bp3-list ol,
+  .bp3-running-text ul ul,
+  .bp3-running-text ol ul,
+  .bp3-list ul{
+    margin-top:5px; }
+
+.bp3-list-unstyled{
+  list-style:none;
+  margin:0;
+  padding:0; }
+  .bp3-list-unstyled li{
+    padding:0; }
+.bp3-rtl{
+  text-align:right; }
+
+.bp3-dark{
+  color:#f5f8fa; }
+
+:focus{
+  outline:rgba(19, 124, 189, 0.6) auto 2px;
+  outline-offset:2px;
+  -moz-outline-radius:6px; }
+
+.bp3-focus-disabled :focus{
+  outline:none !important; }
+  .bp3-focus-disabled :focus ~ .bp3-control-indicator{
+    outline:none !important; }
+
+.bp3-alert{
+  max-width:400px;
+  padding:20px; }
+
+.bp3-alert-body{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex; }
+  .bp3-alert-body .bp3-icon{
+    font-size:40px;
+    margin-right:20px;
+    margin-top:0; }
+
+.bp3-alert-contents{
+  word-break:break-word; }
+
+.bp3-alert-footer{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:horizontal;
+  -webkit-box-direction:reverse;
+      -ms-flex-direction:row-reverse;
+          flex-direction:row-reverse;
+  margin-top:10px; }
+  .bp3-alert-footer .bp3-button{
+    margin-left:10px; }
+.bp3-breadcrumbs{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  cursor:default;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -ms-flex-wrap:wrap;
+      flex-wrap:wrap;
+  height:30px;
+  list-style:none;
+  margin:0;
+  padding:0; }
+  .bp3-breadcrumbs > li{
+    -webkit-box-align:center;
+        -ms-flex-align:center;
+            align-items:center;
+    display:-webkit-box;
+    display:-ms-flexbox;
+    display:flex; }
+    .bp3-breadcrumbs > li::after{
+      background:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'%3e%3cpath fill-rule='evenodd' clip-rule='evenodd' d='M10.71 7.29l-4-4a1.003 1.003 0 00-1.42 1.42L8.59 8 5.3 11.29c-.19.18-.3.43-.3.71a1.003 1.003 0 001.71.71l4-4c.18-.18.29-.43.29-.71 0-.28-.11-.53-.29-.71z' fill='%235C7080'/%3e%3c/svg%3e");
+      content:"";
+      display:block;
+      height:16px;
+      margin:0 5px;
+      width:16px; }
+    .bp3-breadcrumbs > li:last-of-type::after{
+      display:none; }
+
+.bp3-breadcrumb,
+.bp3-breadcrumb-current,
+.bp3-breadcrumbs-collapsed{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  display:-webkit-inline-box;
+  display:-ms-inline-flexbox;
+  display:inline-flex;
+  font-size:16px; }
+
+.bp3-breadcrumb,
+.bp3-breadcrumbs-collapsed{
+  color:#5c7080; }
+
+.bp3-breadcrumb:hover{
+  text-decoration:none; }
+
+.bp3-breadcrumb.bp3-disabled{
+  color:rgba(92, 112, 128, 0.6);
+  cursor:not-allowed; }
+
+.bp3-breadcrumb .bp3-icon{
+  margin-right:5px; }
+
+.bp3-breadcrumb-current{
+  color:inherit;
+  font-weight:600; }
+  .bp3-breadcrumb-current .bp3-input{
+    font-size:inherit;
+    font-weight:inherit;
+    vertical-align:baseline; }
+
+.bp3-breadcrumbs-collapsed{
+  background:#ced9e0;
+  border:none;
+  border-radius:3px;
+  cursor:pointer;
+  margin-right:2px;
+  padding:1px 5px;
+  vertical-align:text-bottom; }
+  .bp3-breadcrumbs-collapsed::before{
+    background:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'%3e%3cg fill='%235C7080'%3e%3ccircle cx='2' cy='8.03' r='2'/%3e%3ccircle cx='14' cy='8.03' r='2'/%3e%3ccircle cx='8' cy='8.03' r='2'/%3e%3c/g%3e%3c/svg%3e") center no-repeat;
+    content:"";
+    display:block;
+    height:16px;
+    width:16px; }
+  .bp3-breadcrumbs-collapsed:hover{
+    background:#bfccd6;
+    color:#182026;
+    text-decoration:none; }
+
+.bp3-dark .bp3-breadcrumb,
+.bp3-dark .bp3-breadcrumbs-collapsed{
+  color:#a7b6c2; }
+
+.bp3-dark .bp3-breadcrumbs > li::after{
+  color:#a7b6c2; }
+
+.bp3-dark .bp3-breadcrumb.bp3-disabled{
+  color:rgba(167, 182, 194, 0.6); }
+
+.bp3-dark .bp3-breadcrumb-current{
+  color:#f5f8fa; }
+
+.bp3-dark .bp3-breadcrumbs-collapsed{
+  background:rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-breadcrumbs-collapsed:hover{
+    background:rgba(16, 22, 26, 0.6);
+    color:#f5f8fa; }
+.bp3-button{
+  display:-webkit-inline-box;
+  display:-ms-inline-flexbox;
+  display:inline-flex;
+  -webkit-box-orient:horizontal;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:row;
+          flex-direction:row;
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  border:none;
+  border-radius:3px;
+  cursor:pointer;
+  font-size:14px;
+  -webkit-box-pack:center;
+      -ms-flex-pack:center;
+          justify-content:center;
+  padding:5px 10px;
+  text-align:left;
+  vertical-align:middle;
+  min-height:30px;
+  min-width:30px; }
+  .bp3-button > *{
+    -webkit-box-flex:0;
+        -ms-flex-positive:0;
+            flex-grow:0;
+    -ms-flex-negative:0;
+        flex-shrink:0; }
+  .bp3-button > .bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex-positive:1;
+            flex-grow:1;
+    -ms-flex-negative:1;
+        flex-shrink:1; }
+  .bp3-button::before,
+  .bp3-button > *{
+    margin-right:7px; }
+  .bp3-button:empty::before,
+  .bp3-button > :last-child{
+    margin-right:0; }
+  .bp3-button:empty{
+    padding:0 !important; }
+  .bp3-button:disabled, .bp3-button.bp3-disabled{
+    cursor:not-allowed; }
+  .bp3-button.bp3-fill{
+    display:-webkit-box;
+    display:-ms-flexbox;
+    display:flex;
+    width:100%; }
+  .bp3-button.bp3-align-right,
+  .bp3-align-right .bp3-button{
+    text-align:right; }
+  .bp3-button.bp3-align-left,
+  .bp3-align-left .bp3-button{
+    text-align:left; }
+  .bp3-button:not([class*="bp3-intent-"]){
+    background-color:#f5f8fa;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+    color:#182026; }
+    .bp3-button:not([class*="bp3-intent-"]):hover{
+      background-clip:padding-box;
+      background-color:#ebf1f5;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
+    .bp3-button:not([class*="bp3-intent-"]):active, .bp3-button:not([class*="bp3-intent-"]).bp3-active{
+      background-color:#d8e1e8;
+      background-image:none;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-button:not([class*="bp3-intent-"]):disabled, .bp3-button:not([class*="bp3-intent-"]).bp3-disabled{
+      background-color:rgba(206, 217, 224, 0.5);
+      background-image:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(92, 112, 128, 0.6);
+      cursor:not-allowed;
+      outline:none; }
+      .bp3-button:not([class*="bp3-intent-"]):disabled.bp3-active, .bp3-button:not([class*="bp3-intent-"]):disabled.bp3-active:hover, .bp3-button:not([class*="bp3-intent-"]).bp3-disabled.bp3-active, .bp3-button:not([class*="bp3-intent-"]).bp3-disabled.bp3-active:hover{
+        background:rgba(206, 217, 224, 0.7); }
+  .bp3-button.bp3-intent-primary{
+    background-color:#137cbd;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+    color:#ffffff; }
+    .bp3-button.bp3-intent-primary:hover, .bp3-button.bp3-intent-primary:active, .bp3-button.bp3-intent-primary.bp3-active{
+      color:#ffffff; }
+    .bp3-button.bp3-intent-primary:hover{
+      background-color:#106ba3;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
+    .bp3-button.bp3-intent-primary:active, .bp3-button.bp3-intent-primary.bp3-active{
+      background-color:#0e5a8a;
+      background-image:none;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-button.bp3-intent-primary:disabled, .bp3-button.bp3-intent-primary.bp3-disabled{
+      background-color:rgba(19, 124, 189, 0.5);
+      background-image:none;
+      border-color:transparent;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(255, 255, 255, 0.6); }
+  .bp3-button.bp3-intent-success{
+    background-color:#0f9960;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+    color:#ffffff; }
+    .bp3-button.bp3-intent-success:hover, .bp3-button.bp3-intent-success:active, .bp3-button.bp3-intent-success.bp3-active{
+      color:#ffffff; }
+    .bp3-button.bp3-intent-success:hover{
+      background-color:#0d8050;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
+    .bp3-button.bp3-intent-success:active, .bp3-button.bp3-intent-success.bp3-active{
+      background-color:#0a6640;
+      background-image:none;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-button.bp3-intent-success:disabled, .bp3-button.bp3-intent-success.bp3-disabled{
+      background-color:rgba(15, 153, 96, 0.5);
+      background-image:none;
+      border-color:transparent;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(255, 255, 255, 0.6); }
+  .bp3-button.bp3-intent-warning{
+    background-color:#d9822b;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+    color:#ffffff; }
+    .bp3-button.bp3-intent-warning:hover, .bp3-button.bp3-intent-warning:active, .bp3-button.bp3-intent-warning.bp3-active{
+      color:#ffffff; }
+    .bp3-button.bp3-intent-warning:hover{
+      background-color:#bf7326;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
+    .bp3-button.bp3-intent-warning:active, .bp3-button.bp3-intent-warning.bp3-active{
+      background-color:#a66321;
+      background-image:none;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-button.bp3-intent-warning:disabled, .bp3-button.bp3-intent-warning.bp3-disabled{
+      background-color:rgba(217, 130, 43, 0.5);
+      background-image:none;
+      border-color:transparent;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(255, 255, 255, 0.6); }
+  .bp3-button.bp3-intent-danger{
+    background-color:#db3737;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+    color:#ffffff; }
+    .bp3-button.bp3-intent-danger:hover, .bp3-button.bp3-intent-danger:active, .bp3-button.bp3-intent-danger.bp3-active{
+      color:#ffffff; }
+    .bp3-button.bp3-intent-danger:hover{
+      background-color:#c23030;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
+    .bp3-button.bp3-intent-danger:active, .bp3-button.bp3-intent-danger.bp3-active{
+      background-color:#a82a2a;
+      background-image:none;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-button.bp3-intent-danger:disabled, .bp3-button.bp3-intent-danger.bp3-disabled{
+      background-color:rgba(219, 55, 55, 0.5);
+      background-image:none;
+      border-color:transparent;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(255, 255, 255, 0.6); }
+  .bp3-button[class*="bp3-intent-"] .bp3-button-spinner .bp3-spinner-head{
+    stroke:#ffffff; }
+  .bp3-button.bp3-large,
+  .bp3-large .bp3-button{
+    min-height:40px;
+    min-width:40px;
+    font-size:16px;
+    padding:5px 15px; }
+    .bp3-button.bp3-large::before,
+    .bp3-button.bp3-large > *,
+    .bp3-large .bp3-button::before,
+    .bp3-large .bp3-button > *{
+      margin-right:10px; }
+    .bp3-button.bp3-large:empty::before,
+    .bp3-button.bp3-large > :last-child,
+    .bp3-large .bp3-button:empty::before,
+    .bp3-large .bp3-button > :last-child{
+      margin-right:0; }
+  .bp3-button.bp3-small,
+  .bp3-small .bp3-button{
+    min-height:24px;
+    min-width:24px;
+    padding:0 7px; }
+  .bp3-button.bp3-loading{
+    position:relative; }
+    .bp3-button.bp3-loading[class*="bp3-icon-"]::before{
+      visibility:hidden; }
+    .bp3-button.bp3-loading .bp3-button-spinner{
+      margin:0;
+      position:absolute; }
+    .bp3-button.bp3-loading > :not(.bp3-button-spinner){
+      visibility:hidden; }
+  .bp3-button[class*="bp3-icon-"]::before{
+    font-family:"Icons16", sans-serif;
+    font-size:16px;
+    font-style:normal;
+    font-weight:400;
+    line-height:1;
+    -moz-osx-font-smoothing:grayscale;
+    -webkit-font-smoothing:antialiased;
+    color:#5c7080; }
+  .bp3-button .bp3-icon, .bp3-button .bp3-icon-standard, .bp3-button .bp3-icon-large{
+    color:#5c7080; }
+    .bp3-button .bp3-icon.bp3-align-right, .bp3-button .bp3-icon-standard.bp3-align-right, .bp3-button .bp3-icon-large.bp3-align-right{
+      margin-left:7px; }
+  .bp3-button .bp3-icon:first-child:last-child,
+  .bp3-button .bp3-spinner + .bp3-icon:last-child{
+    margin:0 -7px; }
+  .bp3-dark .bp3-button:not([class*="bp3-intent-"]){
+    background-color:#394b59;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+    color:#f5f8fa; }
+    .bp3-dark .bp3-button:not([class*="bp3-intent-"]):hover, .bp3-dark .bp3-button:not([class*="bp3-intent-"]):active, .bp3-dark .bp3-button:not([class*="bp3-intent-"]).bp3-active{
+      color:#f5f8fa; }
+    .bp3-dark .bp3-button:not([class*="bp3-intent-"]):hover{
+      background-color:#30404d;
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-button:not([class*="bp3-intent-"]):active, .bp3-dark .bp3-button:not([class*="bp3-intent-"]).bp3-active{
+      background-color:#202b33;
+      background-image:none;
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-dark .bp3-button:not([class*="bp3-intent-"]):disabled, .bp3-dark .bp3-button:not([class*="bp3-intent-"]).bp3-disabled{
+      background-color:rgba(57, 75, 89, 0.5);
+      background-image:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(167, 182, 194, 0.6); }
+      .bp3-dark .bp3-button:not([class*="bp3-intent-"]):disabled.bp3-active, .bp3-dark .bp3-button:not([class*="bp3-intent-"]).bp3-disabled.bp3-active{
+        background:rgba(57, 75, 89, 0.7); }
+    .bp3-dark .bp3-button:not([class*="bp3-intent-"]) .bp3-button-spinner .bp3-spinner-head{
+      background:rgba(16, 22, 26, 0.5);
+      stroke:#8a9ba8; }
+    .bp3-dark .bp3-button:not([class*="bp3-intent-"])[class*="bp3-icon-"]::before{
+      color:#a7b6c2; }
+    .bp3-dark .bp3-button:not([class*="bp3-intent-"]) .bp3-icon, .bp3-dark .bp3-button:not([class*="bp3-intent-"]) .bp3-icon-standard, .bp3-dark .bp3-button:not([class*="bp3-intent-"]) .bp3-icon-large{
+      color:#a7b6c2; }
+  .bp3-dark .bp3-button[class*="bp3-intent-"]{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-button[class*="bp3-intent-"]:hover{
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-button[class*="bp3-intent-"]:active, .bp3-dark .bp3-button[class*="bp3-intent-"].bp3-active{
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-dark .bp3-button[class*="bp3-intent-"]:disabled, .bp3-dark .bp3-button[class*="bp3-intent-"].bp3-disabled{
+      background-image:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(255, 255, 255, 0.3); }
+    .bp3-dark .bp3-button[class*="bp3-intent-"] .bp3-button-spinner .bp3-spinner-head{
+      stroke:#8a9ba8; }
+  .bp3-button:disabled::before,
+  .bp3-button:disabled .bp3-icon, .bp3-button:disabled .bp3-icon-standard, .bp3-button:disabled .bp3-icon-large, .bp3-button.bp3-disabled::before,
+  .bp3-button.bp3-disabled .bp3-icon, .bp3-button.bp3-disabled .bp3-icon-standard, .bp3-button.bp3-disabled .bp3-icon-large, .bp3-button[class*="bp3-intent-"]::before,
+  .bp3-button[class*="bp3-intent-"] .bp3-icon, .bp3-button[class*="bp3-intent-"] .bp3-icon-standard, .bp3-button[class*="bp3-intent-"] .bp3-icon-large{
+    color:inherit !important; }
+  .bp3-button.bp3-minimal{
+    background:none;
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+    .bp3-button.bp3-minimal:hover{
+      background:rgba(167, 182, 194, 0.3);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#182026;
+      text-decoration:none; }
+    .bp3-button.bp3-minimal:active, .bp3-button.bp3-minimal.bp3-active{
+      background:rgba(115, 134, 148, 0.3);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#182026; }
+    .bp3-button.bp3-minimal:disabled, .bp3-button.bp3-minimal:disabled:hover, .bp3-button.bp3-minimal.bp3-disabled, .bp3-button.bp3-minimal.bp3-disabled:hover{
+      background:none;
+      color:rgba(92, 112, 128, 0.6);
+      cursor:not-allowed; }
+      .bp3-button.bp3-minimal:disabled.bp3-active, .bp3-button.bp3-minimal:disabled:hover.bp3-active, .bp3-button.bp3-minimal.bp3-disabled.bp3-active, .bp3-button.bp3-minimal.bp3-disabled:hover.bp3-active{
+        background:rgba(115, 134, 148, 0.3); }
+    .bp3-dark .bp3-button.bp3-minimal{
+      background:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:inherit; }
+      .bp3-dark .bp3-button.bp3-minimal:hover, .bp3-dark .bp3-button.bp3-minimal:active, .bp3-dark .bp3-button.bp3-minimal.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none; }
+      .bp3-dark .bp3-button.bp3-minimal:hover{
+        background:rgba(138, 155, 168, 0.15); }
+      .bp3-dark .bp3-button.bp3-minimal:active, .bp3-dark .bp3-button.bp3-minimal.bp3-active{
+        background:rgba(138, 155, 168, 0.3);
+        color:#f5f8fa; }
+      .bp3-dark .bp3-button.bp3-minimal:disabled, .bp3-dark .bp3-button.bp3-minimal:disabled:hover, .bp3-dark .bp3-button.bp3-minimal.bp3-disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-disabled:hover{
+        background:none;
+        color:rgba(167, 182, 194, 0.6);
+        cursor:not-allowed; }
+        .bp3-dark .bp3-button.bp3-minimal:disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal:disabled:hover.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-disabled:hover.bp3-active{
+          background:rgba(138, 155, 168, 0.3); }
+    .bp3-button.bp3-minimal.bp3-intent-primary{
+      color:#106ba3; }
+      .bp3-button.bp3-minimal.bp3-intent-primary:hover, .bp3-button.bp3-minimal.bp3-intent-primary:active, .bp3-button.bp3-minimal.bp3-intent-primary.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#106ba3; }
+      .bp3-button.bp3-minimal.bp3-intent-primary:hover{
+        background:rgba(19, 124, 189, 0.15);
+        color:#106ba3; }
+      .bp3-button.bp3-minimal.bp3-intent-primary:active, .bp3-button.bp3-minimal.bp3-intent-primary.bp3-active{
+        background:rgba(19, 124, 189, 0.3);
+        color:#106ba3; }
+      .bp3-button.bp3-minimal.bp3-intent-primary:disabled, .bp3-button.bp3-minimal.bp3-intent-primary.bp3-disabled{
+        background:none;
+        color:rgba(16, 107, 163, 0.5); }
+        .bp3-button.bp3-minimal.bp3-intent-primary:disabled.bp3-active, .bp3-button.bp3-minimal.bp3-intent-primary.bp3-disabled.bp3-active{
+          background:rgba(19, 124, 189, 0.3); }
+      .bp3-button.bp3-minimal.bp3-intent-primary .bp3-button-spinner .bp3-spinner-head{
+        stroke:#106ba3; }
+      .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary{
+        color:#48aff0; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary:hover{
+          background:rgba(19, 124, 189, 0.2);
+          color:#48aff0; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary:active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary.bp3-active{
+          background:rgba(19, 124, 189, 0.3);
+          color:#48aff0; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary:disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary.bp3-disabled{
+          background:none;
+          color:rgba(72, 175, 240, 0.5); }
+          .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary:disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary.bp3-disabled.bp3-active{
+            background:rgba(19, 124, 189, 0.3); }
+    .bp3-button.bp3-minimal.bp3-intent-success{
+      color:#0d8050; }
+      .bp3-button.bp3-minimal.bp3-intent-success:hover, .bp3-button.bp3-minimal.bp3-intent-success:active, .bp3-button.bp3-minimal.bp3-intent-success.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#0d8050; }
+      .bp3-button.bp3-minimal.bp3-intent-success:hover{
+        background:rgba(15, 153, 96, 0.15);
+        color:#0d8050; }
+      .bp3-button.bp3-minimal.bp3-intent-success:active, .bp3-button.bp3-minimal.bp3-intent-success.bp3-active{
+        background:rgba(15, 153, 96, 0.3);
+        color:#0d8050; }
+      .bp3-button.bp3-minimal.bp3-intent-success:disabled, .bp3-button.bp3-minimal.bp3-intent-success.bp3-disabled{
+        background:none;
+        color:rgba(13, 128, 80, 0.5); }
+        .bp3-button.bp3-minimal.bp3-intent-success:disabled.bp3-active, .bp3-button.bp3-minimal.bp3-intent-success.bp3-disabled.bp3-active{
+          background:rgba(15, 153, 96, 0.3); }
+      .bp3-button.bp3-minimal.bp3-intent-success .bp3-button-spinner .bp3-spinner-head{
+        stroke:#0d8050; }
+      .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success{
+        color:#3dcc91; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success:hover{
+          background:rgba(15, 153, 96, 0.2);
+          color:#3dcc91; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success:active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success.bp3-active{
+          background:rgba(15, 153, 96, 0.3);
+          color:#3dcc91; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success:disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success.bp3-disabled{
+          background:none;
+          color:rgba(61, 204, 145, 0.5); }
+          .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success:disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success.bp3-disabled.bp3-active{
+            background:rgba(15, 153, 96, 0.3); }
+    .bp3-button.bp3-minimal.bp3-intent-warning{
+      color:#bf7326; }
+      .bp3-button.bp3-minimal.bp3-intent-warning:hover, .bp3-button.bp3-minimal.bp3-intent-warning:active, .bp3-button.bp3-minimal.bp3-intent-warning.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#bf7326; }
+      .bp3-button.bp3-minimal.bp3-intent-warning:hover{
+        background:rgba(217, 130, 43, 0.15);
+        color:#bf7326; }
+      .bp3-button.bp3-minimal.bp3-intent-warning:active, .bp3-button.bp3-minimal.bp3-intent-warning.bp3-active{
+        background:rgba(217, 130, 43, 0.3);
+        color:#bf7326; }
+      .bp3-button.bp3-minimal.bp3-intent-warning:disabled, .bp3-button.bp3-minimal.bp3-intent-warning.bp3-disabled{
+        background:none;
+        color:rgba(191, 115, 38, 0.5); }
+        .bp3-button.bp3-minimal.bp3-intent-warning:disabled.bp3-active, .bp3-button.bp3-minimal.bp3-intent-warning.bp3-disabled.bp3-active{
+          background:rgba(217, 130, 43, 0.3); }
+      .bp3-button.bp3-minimal.bp3-intent-warning .bp3-button-spinner .bp3-spinner-head{
+        stroke:#bf7326; }
+      .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning{
+        color:#ffb366; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning:hover{
+          background:rgba(217, 130, 43, 0.2);
+          color:#ffb366; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning:active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning.bp3-active{
+          background:rgba(217, 130, 43, 0.3);
+          color:#ffb366; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning:disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning.bp3-disabled{
+          background:none;
+          color:rgba(255, 179, 102, 0.5); }
+          .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning:disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning.bp3-disabled.bp3-active{
+            background:rgba(217, 130, 43, 0.3); }
+    .bp3-button.bp3-minimal.bp3-intent-danger{
+      color:#c23030; }
+      .bp3-button.bp3-minimal.bp3-intent-danger:hover, .bp3-button.bp3-minimal.bp3-intent-danger:active, .bp3-button.bp3-minimal.bp3-intent-danger.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#c23030; }
+      .bp3-button.bp3-minimal.bp3-intent-danger:hover{
+        background:rgba(219, 55, 55, 0.15);
+        color:#c23030; }
+      .bp3-button.bp3-minimal.bp3-intent-danger:active, .bp3-button.bp3-minimal.bp3-intent-danger.bp3-active{
+        background:rgba(219, 55, 55, 0.3);
+        color:#c23030; }
+      .bp3-button.bp3-minimal.bp3-intent-danger:disabled, .bp3-button.bp3-minimal.bp3-intent-danger.bp3-disabled{
+        background:none;
+        color:rgba(194, 48, 48, 0.5); }
+        .bp3-button.bp3-minimal.bp3-intent-danger:disabled.bp3-active, .bp3-button.bp3-minimal.bp3-intent-danger.bp3-disabled.bp3-active{
+          background:rgba(219, 55, 55, 0.3); }
+      .bp3-button.bp3-minimal.bp3-intent-danger .bp3-button-spinner .bp3-spinner-head{
+        stroke:#c23030; }
+      .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger{
+        color:#ff7373; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger:hover{
+          background:rgba(219, 55, 55, 0.2);
+          color:#ff7373; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger:active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger.bp3-active{
+          background:rgba(219, 55, 55, 0.3);
+          color:#ff7373; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger:disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger.bp3-disabled{
+          background:none;
+          color:rgba(255, 115, 115, 0.5); }
+          .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger:disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger.bp3-disabled.bp3-active{
+            background:rgba(219, 55, 55, 0.3); }
+  .bp3-button.bp3-outlined{
+    background:none;
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    border:1px solid rgba(24, 32, 38, 0.2);
+    -webkit-box-sizing:border-box;
+            box-sizing:border-box; }
+    .bp3-button.bp3-outlined:hover{
+      background:rgba(167, 182, 194, 0.3);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#182026;
+      text-decoration:none; }
+    .bp3-button.bp3-outlined:active, .bp3-button.bp3-outlined.bp3-active{
+      background:rgba(115, 134, 148, 0.3);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#182026; }
+    .bp3-button.bp3-outlined:disabled, .bp3-button.bp3-outlined:disabled:hover, .bp3-button.bp3-outlined.bp3-disabled, .bp3-button.bp3-outlined.bp3-disabled:hover{
+      background:none;
+      color:rgba(92, 112, 128, 0.6);
+      cursor:not-allowed; }
+      .bp3-button.bp3-outlined:disabled.bp3-active, .bp3-button.bp3-outlined:disabled:hover.bp3-active, .bp3-button.bp3-outlined.bp3-disabled.bp3-active, .bp3-button.bp3-outlined.bp3-disabled:hover.bp3-active{
+        background:rgba(115, 134, 148, 0.3); }
+    .bp3-dark .bp3-button.bp3-outlined{
+      background:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:inherit; }
+      .bp3-dark .bp3-button.bp3-outlined:hover, .bp3-dark .bp3-button.bp3-outlined:active, .bp3-dark .bp3-button.bp3-outlined.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none; }
+      .bp3-dark .bp3-button.bp3-outlined:hover{
+        background:rgba(138, 155, 168, 0.15); }
+      .bp3-dark .bp3-button.bp3-outlined:active, .bp3-dark .bp3-button.bp3-outlined.bp3-active{
+        background:rgba(138, 155, 168, 0.3);
+        color:#f5f8fa; }
+      .bp3-dark .bp3-button.bp3-outlined:disabled, .bp3-dark .bp3-button.bp3-outlined:disabled:hover, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled:hover{
+        background:none;
+        color:rgba(167, 182, 194, 0.6);
+        cursor:not-allowed; }
+        .bp3-dark .bp3-button.bp3-outlined:disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined:disabled:hover.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled:hover.bp3-active{
+          background:rgba(138, 155, 168, 0.3); }
+    .bp3-button.bp3-outlined.bp3-intent-primary{
+      color:#106ba3; }
+      .bp3-button.bp3-outlined.bp3-intent-primary:hover, .bp3-button.bp3-outlined.bp3-intent-primary:active, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#106ba3; }
+      .bp3-button.bp3-outlined.bp3-intent-primary:hover{
+        background:rgba(19, 124, 189, 0.15);
+        color:#106ba3; }
+      .bp3-button.bp3-outlined.bp3-intent-primary:active, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-active{
+        background:rgba(19, 124, 189, 0.3);
+        color:#106ba3; }
+      .bp3-button.bp3-outlined.bp3-intent-primary:disabled, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled{
+        background:none;
+        color:rgba(16, 107, 163, 0.5); }
+        .bp3-button.bp3-outlined.bp3-intent-primary:disabled.bp3-active, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled.bp3-active{
+          background:rgba(19, 124, 189, 0.3); }
+      .bp3-button.bp3-outlined.bp3-intent-primary .bp3-button-spinner .bp3-spinner-head{
+        stroke:#106ba3; }
+      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary{
+        color:#48aff0; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:hover{
+          background:rgba(19, 124, 189, 0.2);
+          color:#48aff0; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary.bp3-active{
+          background:rgba(19, 124, 189, 0.3);
+          color:#48aff0; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled{
+          background:none;
+          color:rgba(72, 175, 240, 0.5); }
+          .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled.bp3-active{
+            background:rgba(19, 124, 189, 0.3); }
+    .bp3-button.bp3-outlined.bp3-intent-success{
+      color:#0d8050; }
+      .bp3-button.bp3-outlined.bp3-intent-success:hover, .bp3-button.bp3-outlined.bp3-intent-success:active, .bp3-button.bp3-outlined.bp3-intent-success.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#0d8050; }
+      .bp3-button.bp3-outlined.bp3-intent-success:hover{
+        background:rgba(15, 153, 96, 0.15);
+        color:#0d8050; }
+      .bp3-button.bp3-outlined.bp3-intent-success:active, .bp3-button.bp3-outlined.bp3-intent-success.bp3-active{
+        background:rgba(15, 153, 96, 0.3);
+        color:#0d8050; }
+      .bp3-button.bp3-outlined.bp3-intent-success:disabled, .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled{
+        background:none;
+        color:rgba(13, 128, 80, 0.5); }
+        .bp3-button.bp3-outlined.bp3-intent-success:disabled.bp3-active, .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled.bp3-active{
+          background:rgba(15, 153, 96, 0.3); }
+      .bp3-button.bp3-outlined.bp3-intent-success .bp3-button-spinner .bp3-spinner-head{
+        stroke:#0d8050; }
+      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success{
+        color:#3dcc91; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:hover{
+          background:rgba(15, 153, 96, 0.2);
+          color:#3dcc91; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success.bp3-active{
+          background:rgba(15, 153, 96, 0.3);
+          color:#3dcc91; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled{
+          background:none;
+          color:rgba(61, 204, 145, 0.5); }
+          .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled.bp3-active{
+            background:rgba(15, 153, 96, 0.3); }
+    .bp3-button.bp3-outlined.bp3-intent-warning{
+      color:#bf7326; }
+      .bp3-button.bp3-outlined.bp3-intent-warning:hover, .bp3-button.bp3-outlined.bp3-intent-warning:active, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#bf7326; }
+      .bp3-button.bp3-outlined.bp3-intent-warning:hover{
+        background:rgba(217, 130, 43, 0.15);
+        color:#bf7326; }
+      .bp3-button.bp3-outlined.bp3-intent-warning:active, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-active{
+        background:rgba(217, 130, 43, 0.3);
+        color:#bf7326; }
+      .bp3-button.bp3-outlined.bp3-intent-warning:disabled, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled{
+        background:none;
+        color:rgba(191, 115, 38, 0.5); }
+        .bp3-button.bp3-outlined.bp3-intent-warning:disabled.bp3-active, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled.bp3-active{
+          background:rgba(217, 130, 43, 0.3); }
+      .bp3-button.bp3-outlined.bp3-intent-warning .bp3-button-spinner .bp3-spinner-head{
+        stroke:#bf7326; }
+      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning{
+        color:#ffb366; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:hover{
+          background:rgba(217, 130, 43, 0.2);
+          color:#ffb366; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning.bp3-active{
+          background:rgba(217, 130, 43, 0.3);
+          color:#ffb366; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled{
+          background:none;
+          color:rgba(255, 179, 102, 0.5); }
+          .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled.bp3-active{
+            background:rgba(217, 130, 43, 0.3); }
+    .bp3-button.bp3-outlined.bp3-intent-danger{
+      color:#c23030; }
+      .bp3-button.bp3-outlined.bp3-intent-danger:hover, .bp3-button.bp3-outlined.bp3-intent-danger:active, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#c23030; }
+      .bp3-button.bp3-outlined.bp3-intent-danger:hover{
+        background:rgba(219, 55, 55, 0.15);
+        color:#c23030; }
+      .bp3-button.bp3-outlined.bp3-intent-danger:active, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-active{
+        background:rgba(219, 55, 55, 0.3);
+        color:#c23030; }
+      .bp3-button.bp3-outlined.bp3-intent-danger:disabled, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled{
+        background:none;
+        color:rgba(194, 48, 48, 0.5); }
+        .bp3-button.bp3-outlined.bp3-intent-danger:disabled.bp3-active, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled.bp3-active{
+          background:rgba(219, 55, 55, 0.3); }
+      .bp3-button.bp3-outlined.bp3-intent-danger .bp3-button-spinner .bp3-spinner-head{
+        stroke:#c23030; }
+      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger{
+        color:#ff7373; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:hover{
+          background:rgba(219, 55, 55, 0.2);
+          color:#ff7373; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger.bp3-active{
+          background:rgba(219, 55, 55, 0.3);
+          color:#ff7373; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled{
+          background:none;
+          color:rgba(255, 115, 115, 0.5); }
+          .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled.bp3-active{
+            background:rgba(219, 55, 55, 0.3); }
+    .bp3-button.bp3-outlined:disabled, .bp3-button.bp3-outlined.bp3-disabled, .bp3-button.bp3-outlined:disabled:hover, .bp3-button.bp3-outlined.bp3-disabled:hover{
+      border-color:rgba(92, 112, 128, 0.1); }
+    .bp3-dark .bp3-button.bp3-outlined{
+      border-color:rgba(255, 255, 255, 0.4); }
+      .bp3-dark .bp3-button.bp3-outlined:disabled, .bp3-dark .bp3-button.bp3-outlined:disabled:hover, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled:hover{
+        border-color:rgba(255, 255, 255, 0.2); }
+    .bp3-button.bp3-outlined.bp3-intent-primary{
+      border-color:rgba(16, 107, 163, 0.6); }
+      .bp3-button.bp3-outlined.bp3-intent-primary:disabled, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled{
+        border-color:rgba(16, 107, 163, 0.2); }
+      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary{
+        border-color:rgba(72, 175, 240, 0.6); }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled{
+          border-color:rgba(72, 175, 240, 0.2); }
+    .bp3-button.bp3-outlined.bp3-intent-success{
+      border-color:rgba(13, 128, 80, 0.6); }
+      .bp3-button.bp3-outlined.bp3-intent-success:disabled, .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled{
+        border-color:rgba(13, 128, 80, 0.2); }
+      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success{
+        border-color:rgba(61, 204, 145, 0.6); }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled{
+          border-color:rgba(61, 204, 145, 0.2); }
+    .bp3-button.bp3-outlined.bp3-intent-warning{
+      border-color:rgba(191, 115, 38, 0.6); }
+      .bp3-button.bp3-outlined.bp3-intent-warning:disabled, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled{
+        border-color:rgba(191, 115, 38, 0.2); }
+      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning{
+        border-color:rgba(255, 179, 102, 0.6); }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled{
+          border-color:rgba(255, 179, 102, 0.2); }
+    .bp3-button.bp3-outlined.bp3-intent-danger{
+      border-color:rgba(194, 48, 48, 0.6); }
+      .bp3-button.bp3-outlined.bp3-intent-danger:disabled, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled{
+        border-color:rgba(194, 48, 48, 0.2); }
+      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger{
+        border-color:rgba(255, 115, 115, 0.6); }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled{
+          border-color:rgba(255, 115, 115, 0.2); }
+
+a.bp3-button{
+  text-align:center;
+  text-decoration:none;
+  -webkit-transition:none;
+  transition:none; }
+  a.bp3-button, a.bp3-button:hover, a.bp3-button:active{
+    color:#182026; }
+  a.bp3-button.bp3-disabled{
+    color:rgba(92, 112, 128, 0.6); }
+
+.bp3-button-text{
+  -webkit-box-flex:0;
+      -ms-flex:0 1 auto;
+          flex:0 1 auto; }
+
+.bp3-button.bp3-align-left .bp3-button-text, .bp3-button.bp3-align-right .bp3-button-text,
+.bp3-button-group.bp3-align-left .bp3-button-text,
+.bp3-button-group.bp3-align-right .bp3-button-text{
+  -webkit-box-flex:1;
+      -ms-flex:1 1 auto;
+          flex:1 1 auto; }
+.bp3-button-group{
+  display:-webkit-inline-box;
+  display:-ms-inline-flexbox;
+  display:inline-flex; }
+  .bp3-button-group .bp3-button{
+    -webkit-box-flex:0;
+        -ms-flex:0 0 auto;
+            flex:0 0 auto;
+    position:relative;
+    z-index:4; }
+    .bp3-button-group .bp3-button:focus{
+      z-index:5; }
+    .bp3-button-group .bp3-button:hover{
+      z-index:6; }
+    .bp3-button-group .bp3-button:active, .bp3-button-group .bp3-button.bp3-active{
+      z-index:7; }
+    .bp3-button-group .bp3-button:disabled, .bp3-button-group .bp3-button.bp3-disabled{
+      z-index:3; }
+    .bp3-button-group .bp3-button[class*="bp3-intent-"]{
+      z-index:9; }
+      .bp3-button-group .bp3-button[class*="bp3-intent-"]:focus{
+        z-index:10; }
+      .bp3-button-group .bp3-button[class*="bp3-intent-"]:hover{
+        z-index:11; }
+      .bp3-button-group .bp3-button[class*="bp3-intent-"]:active, .bp3-button-group .bp3-button[class*="bp3-intent-"].bp3-active{
+        z-index:12; }
+      .bp3-button-group .bp3-button[class*="bp3-intent-"]:disabled, .bp3-button-group .bp3-button[class*="bp3-intent-"].bp3-disabled{
+        z-index:8; }
+  .bp3-button-group:not(.bp3-minimal) > .bp3-popover-wrapper:not(:first-child) .bp3-button,
+  .bp3-button-group:not(.bp3-minimal) > .bp3-button:not(:first-child){
+    border-bottom-left-radius:0;
+    border-top-left-radius:0; }
+  .bp3-button-group:not(.bp3-minimal) > .bp3-popover-wrapper:not(:last-child) .bp3-button,
+  .bp3-button-group:not(.bp3-minimal) > .bp3-button:not(:last-child){
+    border-bottom-right-radius:0;
+    border-top-right-radius:0;
+    margin-right:-1px; }
+  .bp3-button-group.bp3-minimal .bp3-button{
+    background:none;
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+    .bp3-button-group.bp3-minimal .bp3-button:hover{
+      background:rgba(167, 182, 194, 0.3);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#182026;
+      text-decoration:none; }
+    .bp3-button-group.bp3-minimal .bp3-button:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-active{
+      background:rgba(115, 134, 148, 0.3);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#182026; }
+    .bp3-button-group.bp3-minimal .bp3-button:disabled, .bp3-button-group.bp3-minimal .bp3-button:disabled:hover, .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled:hover{
+      background:none;
+      color:rgba(92, 112, 128, 0.6);
+      cursor:not-allowed; }
+      .bp3-button-group.bp3-minimal .bp3-button:disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button:disabled:hover.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled:hover.bp3-active{
+        background:rgba(115, 134, 148, 0.3); }
+    .bp3-dark .bp3-button-group.bp3-minimal .bp3-button{
+      background:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:inherit; }
+      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:hover, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none; }
+      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:hover{
+        background:rgba(138, 155, 168, 0.15); }
+      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-active{
+        background:rgba(138, 155, 168, 0.3);
+        color:#f5f8fa; }
+      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:disabled:hover, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled:hover{
+        background:none;
+        color:rgba(167, 182, 194, 0.6);
+        cursor:not-allowed; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:disabled:hover.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled:hover.bp3-active{
+          background:rgba(138, 155, 168, 0.3); }
+    .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary{
+      color:#106ba3; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:hover, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#106ba3; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:hover{
+        background:rgba(19, 124, 189, 0.15);
+        color:#106ba3; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-active{
+        background:rgba(19, 124, 189, 0.3);
+        color:#106ba3; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-disabled{
+        background:none;
+        color:rgba(16, 107, 163, 0.5); }
+        .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-disabled.bp3-active{
+          background:rgba(19, 124, 189, 0.3); }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary .bp3-button-spinner .bp3-spinner-head{
+        stroke:#106ba3; }
+      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary{
+        color:#48aff0; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:hover{
+          background:rgba(19, 124, 189, 0.2);
+          color:#48aff0; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-active{
+          background:rgba(19, 124, 189, 0.3);
+          color:#48aff0; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-disabled{
+          background:none;
+          color:rgba(72, 175, 240, 0.5); }
+          .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-disabled.bp3-active{
+            background:rgba(19, 124, 189, 0.3); }
+    .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success{
+      color:#0d8050; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:hover, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#0d8050; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:hover{
+        background:rgba(15, 153, 96, 0.15);
+        color:#0d8050; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-active{
+        background:rgba(15, 153, 96, 0.3);
+        color:#0d8050; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-disabled{
+        background:none;
+        color:rgba(13, 128, 80, 0.5); }
+        .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-disabled.bp3-active{
+          background:rgba(15, 153, 96, 0.3); }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success .bp3-button-spinner .bp3-spinner-head{
+        stroke:#0d8050; }
+      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success{
+        color:#3dcc91; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:hover{
+          background:rgba(15, 153, 96, 0.2);
+          color:#3dcc91; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-active{
+          background:rgba(15, 153, 96, 0.3);
+          color:#3dcc91; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-disabled{
+          background:none;
+          color:rgba(61, 204, 145, 0.5); }
+          .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-disabled.bp3-active{
+            background:rgba(15, 153, 96, 0.3); }
+    .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning{
+      color:#bf7326; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:hover, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#bf7326; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:hover{
+        background:rgba(217, 130, 43, 0.15);
+        color:#bf7326; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-active{
+        background:rgba(217, 130, 43, 0.3);
+        color:#bf7326; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-disabled{
+        background:none;
+        color:rgba(191, 115, 38, 0.5); }
+        .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-disabled.bp3-active{
+          background:rgba(217, 130, 43, 0.3); }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning .bp3-button-spinner .bp3-spinner-head{
+        stroke:#bf7326; }
+      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning{
+        color:#ffb366; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:hover{
+          background:rgba(217, 130, 43, 0.2);
+          color:#ffb366; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-active{
+          background:rgba(217, 130, 43, 0.3);
+          color:#ffb366; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-disabled{
+          background:none;
+          color:rgba(255, 179, 102, 0.5); }
+          .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-disabled.bp3-active{
+            background:rgba(217, 130, 43, 0.3); }
+    .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger{
+      color:#c23030; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:hover, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#c23030; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:hover{
+        background:rgba(219, 55, 55, 0.15);
+        color:#c23030; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-active{
+        background:rgba(219, 55, 55, 0.3);
+        color:#c23030; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-disabled{
+        background:none;
+        color:rgba(194, 48, 48, 0.5); }
+        .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-disabled.bp3-active{
+          background:rgba(219, 55, 55, 0.3); }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger .bp3-button-spinner .bp3-spinner-head{
+        stroke:#c23030; }
+      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger{
+        color:#ff7373; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:hover{
+          background:rgba(219, 55, 55, 0.2);
+          color:#ff7373; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-active{
+          background:rgba(219, 55, 55, 0.3);
+          color:#ff7373; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-disabled{
+          background:none;
+          color:rgba(255, 115, 115, 0.5); }
+          .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-disabled.bp3-active{
+            background:rgba(219, 55, 55, 0.3); }
+  .bp3-button-group .bp3-popover-wrapper,
+  .bp3-button-group .bp3-popover-target{
+    display:-webkit-box;
+    display:-ms-flexbox;
+    display:flex;
+    -webkit-box-flex:1;
+        -ms-flex:1 1 auto;
+            flex:1 1 auto; }
+  .bp3-button-group.bp3-fill{
+    display:-webkit-box;
+    display:-ms-flexbox;
+    display:flex;
+    width:100%; }
+  .bp3-button-group .bp3-button.bp3-fill,
+  .bp3-button-group.bp3-fill .bp3-button:not(.bp3-fixed){
+    -webkit-box-flex:1;
+        -ms-flex:1 1 auto;
+            flex:1 1 auto; }
+  .bp3-button-group.bp3-vertical{
+    -webkit-box-align:stretch;
+        -ms-flex-align:stretch;
+            align-items:stretch;
+    -webkit-box-orient:vertical;
+    -webkit-box-direction:normal;
+        -ms-flex-direction:column;
+            flex-direction:column;
+    vertical-align:top; }
+    .bp3-button-group.bp3-vertical.bp3-fill{
+      height:100%;
+      width:unset; }
+    .bp3-button-group.bp3-vertical .bp3-button{
+      margin-right:0 !important;
+      width:100%; }
+    .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-popover-wrapper:first-child .bp3-button,
+    .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-button:first-child{
+      border-radius:3px 3px 0 0; }
+    .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-popover-wrapper:last-child .bp3-button,
+    .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-button:last-child{
+      border-radius:0 0 3px 3px; }
+    .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-popover-wrapper:not(:last-child) .bp3-button,
+    .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-button:not(:last-child){
+      margin-bottom:-1px; }
+  .bp3-button-group.bp3-align-left .bp3-button{
+    text-align:left; }
+  .bp3-dark .bp3-button-group:not(.bp3-minimal) > .bp3-popover-wrapper:not(:last-child) .bp3-button,
+  .bp3-dark .bp3-button-group:not(.bp3-minimal) > .bp3-button:not(:last-child){
+    margin-right:1px; }
+  .bp3-dark .bp3-button-group.bp3-vertical > .bp3-popover-wrapper:not(:last-child) .bp3-button,
+  .bp3-dark .bp3-button-group.bp3-vertical > .bp3-button:not(:last-child){
+    margin-bottom:1px; }
+.bp3-callout{
+  font-size:14px;
+  line-height:1.5;
+  background-color:rgba(138, 155, 168, 0.15);
+  border-radius:3px;
+  padding:10px 12px 9px;
+  position:relative;
+  width:100%; }
+  .bp3-callout[class*="bp3-icon-"]{
+    padding-left:40px; }
+    .bp3-callout[class*="bp3-icon-"]::before{
+      font-family:"Icons20", sans-serif;
+      font-size:20px;
+      font-style:normal;
+      font-weight:400;
+      line-height:1;
+      -moz-osx-font-smoothing:grayscale;
+      -webkit-font-smoothing:antialiased;
+      color:#5c7080;
+      left:10px;
+      position:absolute;
+      top:10px; }
+  .bp3-callout.bp3-callout-icon{
+    padding-left:40px; }
+    .bp3-callout.bp3-callout-icon > .bp3-icon:first-child{
+      color:#5c7080;
+      left:10px;
+      position:absolute;
+      top:10px; }
+  .bp3-callout .bp3-heading{
+    line-height:20px;
+    margin-bottom:5px;
+    margin-top:0; }
+    .bp3-callout .bp3-heading:last-child{
+      margin-bottom:0; }
+  .bp3-dark .bp3-callout{
+    background-color:rgba(138, 155, 168, 0.2); }
+    .bp3-dark .bp3-callout[class*="bp3-icon-"]::before{
+      color:#a7b6c2; }
+  .bp3-callout.bp3-intent-primary{
+    background-color:rgba(19, 124, 189, 0.15); }
+    .bp3-callout.bp3-intent-primary[class*="bp3-icon-"]::before,
+    .bp3-callout.bp3-intent-primary > .bp3-icon:first-child,
+    .bp3-callout.bp3-intent-primary .bp3-heading{
+      color:#106ba3; }
+    .bp3-dark .bp3-callout.bp3-intent-primary{
+      background-color:rgba(19, 124, 189, 0.25); }
+      .bp3-dark .bp3-callout.bp3-intent-primary[class*="bp3-icon-"]::before,
+      .bp3-dark .bp3-callout.bp3-intent-primary > .bp3-icon:first-child,
+      .bp3-dark .bp3-callout.bp3-intent-primary .bp3-heading{
+        color:#48aff0; }
+  .bp3-callout.bp3-intent-success{
+    background-color:rgba(15, 153, 96, 0.15); }
+    .bp3-callout.bp3-intent-success[class*="bp3-icon-"]::before,
+    .bp3-callout.bp3-intent-success > .bp3-icon:first-child,
+    .bp3-callout.bp3-intent-success .bp3-heading{
+      color:#0d8050; }
+    .bp3-dark .bp3-callout.bp3-intent-success{
+      background-color:rgba(15, 153, 96, 0.25); }
+      .bp3-dark .bp3-callout.bp3-intent-success[class*="bp3-icon-"]::before,
+      .bp3-dark .bp3-callout.bp3-intent-success > .bp3-icon:first-child,
+      .bp3-dark .bp3-callout.bp3-intent-success .bp3-heading{
+        color:#3dcc91; }
+  .bp3-callout.bp3-intent-warning{
+    background-color:rgba(217, 130, 43, 0.15); }
+    .bp3-callout.bp3-intent-warning[class*="bp3-icon-"]::before,
+    .bp3-callout.bp3-intent-warning > .bp3-icon:first-child,
+    .bp3-callout.bp3-intent-warning .bp3-heading{
+      color:#bf7326; }
+    .bp3-dark .bp3-callout.bp3-intent-warning{
+      background-color:rgba(217, 130, 43, 0.25); }
+      .bp3-dark .bp3-callout.bp3-intent-warning[class*="bp3-icon-"]::before,
+      .bp3-dark .bp3-callout.bp3-intent-warning > .bp3-icon:first-child,
+      .bp3-dark .bp3-callout.bp3-intent-warning .bp3-heading{
+        color:#ffb366; }
+  .bp3-callout.bp3-intent-danger{
+    background-color:rgba(219, 55, 55, 0.15); }
+    .bp3-callout.bp3-intent-danger[class*="bp3-icon-"]::before,
+    .bp3-callout.bp3-intent-danger > .bp3-icon:first-child,
+    .bp3-callout.bp3-intent-danger .bp3-heading{
+      color:#c23030; }
+    .bp3-dark .bp3-callout.bp3-intent-danger{
+      background-color:rgba(219, 55, 55, 0.25); }
+      .bp3-dark .bp3-callout.bp3-intent-danger[class*="bp3-icon-"]::before,
+      .bp3-dark .bp3-callout.bp3-intent-danger > .bp3-icon:first-child,
+      .bp3-dark .bp3-callout.bp3-intent-danger .bp3-heading{
+        color:#ff7373; }
+  .bp3-running-text .bp3-callout{
+    margin:20px 0; }
+.bp3-card{
+  background-color:#ffffff;
+  border-radius:3px;
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.15), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.15), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0);
+  padding:20px;
+  -webkit-transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), box-shadow 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), box-shadow 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-card.bp3-dark,
+  .bp3-dark .bp3-card{
+    background-color:#30404d;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0); }
+
+.bp3-elevation-0{
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.15), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.15), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0); }
+  .bp3-elevation-0.bp3-dark,
+  .bp3-dark .bp3-elevation-0{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0); }
+
+.bp3-elevation-1{
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2); }
+  .bp3-elevation-1.bp3-dark,
+  .bp3-dark .bp3-elevation-1{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4); }
+
+.bp3-elevation-2{
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 1px 1px rgba(16, 22, 26, 0.2), 0 2px 6px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 1px 1px rgba(16, 22, 26, 0.2), 0 2px 6px rgba(16, 22, 26, 0.2); }
+  .bp3-elevation-2.bp3-dark,
+  .bp3-dark .bp3-elevation-2{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.4), 0 2px 6px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.4), 0 2px 6px rgba(16, 22, 26, 0.4); }
+
+.bp3-elevation-3{
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2); }
+  .bp3-elevation-3.bp3-dark,
+  .bp3-dark .bp3-elevation-3{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }
+
+.bp3-elevation-4{
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2); }
+  .bp3-elevation-4.bp3-dark,
+  .bp3-dark .bp3-elevation-4{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4); }
+
+.bp3-card.bp3-interactive:hover{
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+  cursor:pointer; }
+  .bp3-card.bp3-interactive:hover.bp3-dark,
+  .bp3-dark .bp3-card.bp3-interactive:hover{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }
+
+.bp3-card.bp3-interactive:active{
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
+  opacity:0.9;
+  -webkit-transition-duration:0;
+          transition-duration:0; }
+  .bp3-card.bp3-interactive:active.bp3-dark,
+  .bp3-dark .bp3-card.bp3-interactive:active{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4); }
+
+.bp3-collapse{
+  height:0;
+  overflow-y:hidden;
+  -webkit-transition:height 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:height 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-collapse .bp3-collapse-body{
+    -webkit-transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }
+    .bp3-collapse .bp3-collapse-body[aria-hidden="true"]{
+      display:none; }
+
+.bp3-context-menu .bp3-popover-target{
+  display:block; }
+
+.bp3-context-menu-popover-target{
+  position:fixed; }
+
+.bp3-divider{
+  border-bottom:1px solid rgba(16, 22, 26, 0.15);
+  border-right:1px solid rgba(16, 22, 26, 0.15);
+  margin:5px; }
+  .bp3-dark .bp3-divider{
+    border-color:rgba(16, 22, 26, 0.4); }
+.bp3-dialog-container{
+  opacity:1;
+  -webkit-transform:scale(1);
+          transform:scale(1);
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-pack:center;
+      -ms-flex-pack:center;
+          justify-content:center;
+  min-height:100%;
+  pointer-events:none;
+  -webkit-user-select:none;
+     -moz-user-select:none;
+      -ms-user-select:none;
+          user-select:none;
+  width:100%; }
+  .bp3-dialog-container.bp3-overlay-enter > .bp3-dialog, .bp3-dialog-container.bp3-overlay-appear > .bp3-dialog{
+    opacity:0;
+    -webkit-transform:scale(0.5);
+            transform:scale(0.5); }
+  .bp3-dialog-container.bp3-overlay-enter-active > .bp3-dialog, .bp3-dialog-container.bp3-overlay-appear-active > .bp3-dialog{
+    opacity:1;
+    -webkit-transform:scale(1);
+            transform:scale(1);
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:300ms;
+            transition-duration:300ms;
+    -webkit-transition-property:opacity, -webkit-transform;
+    transition-property:opacity, -webkit-transform;
+    transition-property:opacity, transform;
+    transition-property:opacity, transform, -webkit-transform;
+    -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
+            transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
+  .bp3-dialog-container.bp3-overlay-exit > .bp3-dialog{
+    opacity:1;
+    -webkit-transform:scale(1);
+            transform:scale(1); }
+  .bp3-dialog-container.bp3-overlay-exit-active > .bp3-dialog{
+    opacity:0;
+    -webkit-transform:scale(0.5);
+            transform:scale(0.5);
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:300ms;
+            transition-duration:300ms;
+    -webkit-transition-property:opacity, -webkit-transform;
+    transition-property:opacity, -webkit-transform;
+    transition-property:opacity, transform;
+    transition-property:opacity, transform, -webkit-transform;
+    -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
+            transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
+
+.bp3-dialog{
+  background:#ebf1f5;
+  border-radius:6px;
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:vertical;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:column;
+          flex-direction:column;
+  margin:30px 0;
+  padding-bottom:20px;
+  pointer-events:all;
+  -webkit-user-select:text;
+     -moz-user-select:text;
+      -ms-user-select:text;
+          user-select:text;
+  width:500px; }
+  .bp3-dialog:focus{
+    outline:0; }
+  .bp3-dialog.bp3-dark,
+  .bp3-dark .bp3-dialog{
+    background:#293742;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
+    color:#f5f8fa; }
+
+.bp3-dialog-header{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  background:#ffffff;
+  border-radius:6px 6px 0 0;
+  -webkit-box-shadow:0 1px 0 rgba(16, 22, 26, 0.15);
+          box-shadow:0 1px 0 rgba(16, 22, 26, 0.15);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-flex:0;
+      -ms-flex:0 0 auto;
+          flex:0 0 auto;
+  min-height:40px;
+  padding-left:20px;
+  padding-right:5px;
+  z-index:30; }
+  .bp3-dialog-header .bp3-icon-large,
+  .bp3-dialog-header .bp3-icon{
+    color:#5c7080;
+    -webkit-box-flex:0;
+        -ms-flex:0 0 auto;
+            flex:0 0 auto;
+    margin-right:10px; }
+  .bp3-dialog-header .bp3-heading{
+    overflow:hidden;
+    text-overflow:ellipsis;
+    white-space:nowrap;
+    word-wrap:normal;
+    -webkit-box-flex:1;
+        -ms-flex:1 1 auto;
+            flex:1 1 auto;
+    line-height:inherit;
+    margin:0; }
+    .bp3-dialog-header .bp3-heading:last-child{
+      margin-right:20px; }
+  .bp3-dark .bp3-dialog-header{
+    background:#30404d;
+    -webkit-box-shadow:0 1px 0 rgba(16, 22, 26, 0.4);
+            box-shadow:0 1px 0 rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-dialog-header .bp3-icon-large,
+    .bp3-dark .bp3-dialog-header .bp3-icon{
+      color:#a7b6c2; }
+
+.bp3-dialog-body{
+  -webkit-box-flex:1;
+      -ms-flex:1 1 auto;
+          flex:1 1 auto;
+  line-height:18px;
+  margin:20px; }
+
+.bp3-dialog-footer{
+  -webkit-box-flex:0;
+      -ms-flex:0 0 auto;
+          flex:0 0 auto;
+  margin:0 20px; }
+
+.bp3-dialog-footer-actions{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-pack:end;
+      -ms-flex-pack:end;
+          justify-content:flex-end; }
+  .bp3-dialog-footer-actions .bp3-button{
+    margin-left:10px; }
+.bp3-multistep-dialog-panels{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex; }
+
+.bp3-multistep-dialog-left-panel{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-flex:1;
+      -ms-flex:1;
+          flex:1;
+  -webkit-box-orient:vertical;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:column;
+          flex-direction:column; }
+  .bp3-dark .bp3-multistep-dialog-left-panel{
+    background:#202b33; }
+
+.bp3-multistep-dialog-right-panel{
+  background-color:#f5f8fa;
+  border-left:1px solid rgba(16, 22, 26, 0.15);
+  border-radius:0 0 6px 0;
+  -webkit-box-flex:3;
+      -ms-flex:3;
+          flex:3;
+  min-width:0; }
+  .bp3-dark .bp3-multistep-dialog-right-panel{
+    background-color:#293742;
+    border-left:1px solid rgba(16, 22, 26, 0.4); }
+
+.bp3-multistep-dialog-footer{
+  background-color:#ffffff;
+  border-radius:0 0 6px 0;
+  border-top:1px solid rgba(16, 22, 26, 0.15);
+  padding:10px; }
+  .bp3-dark .bp3-multistep-dialog-footer{
+    background:#30404d;
+    border-top:1px solid rgba(16, 22, 26, 0.4); }
+
+.bp3-dialog-step-container{
+  background-color:#f5f8fa;
+  border-bottom:1px solid rgba(16, 22, 26, 0.15); }
+  .bp3-dark .bp3-dialog-step-container{
+    background:#293742;
+    border-bottom:1px solid rgba(16, 22, 26, 0.4); }
+  .bp3-dialog-step-container.bp3-dialog-step-viewed{
+    background-color:#ffffff; }
+    .bp3-dark .bp3-dialog-step-container.bp3-dialog-step-viewed{
+      background:#30404d; }
+
+.bp3-dialog-step{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  background-color:#f5f8fa;
+  border-radius:6px;
+  cursor:not-allowed;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  margin:4px;
+  padding:6px 14px; }
+  .bp3-dark .bp3-dialog-step{
+    background:#293742; }
+  .bp3-dialog-step-viewed .bp3-dialog-step{
+    background-color:#ffffff;
+    cursor:pointer; }
+    .bp3-dark .bp3-dialog-step-viewed .bp3-dialog-step{
+      background:#30404d; }
+  .bp3-dialog-step:hover{
+    background-color:#f5f8fa; }
+    .bp3-dark .bp3-dialog-step:hover{
+      background:#293742; }
+
+.bp3-dialog-step-icon{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  background-color:rgba(92, 112, 128, 0.6);
+  border-radius:50%;
+  color:#ffffff;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  height:25px;
+  -webkit-box-pack:center;
+      -ms-flex-pack:center;
+          justify-content:center;
+  width:25px; }
+  .bp3-dark .bp3-dialog-step-icon{
+    background-color:rgba(167, 182, 194, 0.6); }
+  .bp3-active.bp3-dialog-step-viewed .bp3-dialog-step-icon{
+    background-color:#2b95d6; }
+  .bp3-dialog-step-viewed .bp3-dialog-step-icon{
+    background-color:#8a9ba8; }
+
+.bp3-dialog-step-title{
+  color:rgba(92, 112, 128, 0.6);
+  -webkit-box-flex:1;
+      -ms-flex:1;
+          flex:1;
+  padding-left:10px; }
+  .bp3-dark .bp3-dialog-step-title{
+    color:rgba(167, 182, 194, 0.6); }
+  .bp3-active.bp3-dialog-step-viewed .bp3-dialog-step-title{
+    color:#2b95d6; }
+  .bp3-dialog-step-viewed:not(.bp3-active) .bp3-dialog-step-title{
+    color:#182026; }
+    .bp3-dark .bp3-dialog-step-viewed:not(.bp3-active) .bp3-dialog-step-title{
+      color:#f5f8fa; }
+.bp3-drawer{
+  background:#ffffff;
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:vertical;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:column;
+          flex-direction:column;
+  margin:0;
+  padding:0; }
+  .bp3-drawer:focus{
+    outline:0; }
+  .bp3-drawer.bp3-position-top{
+    height:50%;
+    left:0;
+    right:0;
+    top:0; }
+    .bp3-drawer.bp3-position-top.bp3-overlay-enter, .bp3-drawer.bp3-position-top.bp3-overlay-appear{
+      -webkit-transform:translateY(-100%);
+              transform:translateY(-100%); }
+    .bp3-drawer.bp3-position-top.bp3-overlay-enter-active, .bp3-drawer.bp3-position-top.bp3-overlay-appear-active{
+      -webkit-transform:translateY(0);
+              transform:translateY(0);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:200ms;
+              transition-duration:200ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+    .bp3-drawer.bp3-position-top.bp3-overlay-exit{
+      -webkit-transform:translateY(0);
+              transform:translateY(0); }
+    .bp3-drawer.bp3-position-top.bp3-overlay-exit-active{
+      -webkit-transform:translateY(-100%);
+              transform:translateY(-100%);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:100ms;
+              transition-duration:100ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-drawer.bp3-position-bottom{
+    bottom:0;
+    height:50%;
+    left:0;
+    right:0; }
+    .bp3-drawer.bp3-position-bottom.bp3-overlay-enter, .bp3-drawer.bp3-position-bottom.bp3-overlay-appear{
+      -webkit-transform:translateY(100%);
+              transform:translateY(100%); }
+    .bp3-drawer.bp3-position-bottom.bp3-overlay-enter-active, .bp3-drawer.bp3-position-bottom.bp3-overlay-appear-active{
+      -webkit-transform:translateY(0);
+              transform:translateY(0);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:200ms;
+              transition-duration:200ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+    .bp3-drawer.bp3-position-bottom.bp3-overlay-exit{
+      -webkit-transform:translateY(0);
+              transform:translateY(0); }
+    .bp3-drawer.bp3-position-bottom.bp3-overlay-exit-active{
+      -webkit-transform:translateY(100%);
+              transform:translateY(100%);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:100ms;
+              transition-duration:100ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-drawer.bp3-position-left{
+    bottom:0;
+    left:0;
+    top:0;
+    width:50%; }
+    .bp3-drawer.bp3-position-left.bp3-overlay-enter, .bp3-drawer.bp3-position-left.bp3-overlay-appear{
+      -webkit-transform:translateX(-100%);
+              transform:translateX(-100%); }
+    .bp3-drawer.bp3-position-left.bp3-overlay-enter-active, .bp3-drawer.bp3-position-left.bp3-overlay-appear-active{
+      -webkit-transform:translateX(0);
+              transform:translateX(0);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:200ms;
+              transition-duration:200ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+    .bp3-drawer.bp3-position-left.bp3-overlay-exit{
+      -webkit-transform:translateX(0);
+              transform:translateX(0); }
+    .bp3-drawer.bp3-position-left.bp3-overlay-exit-active{
+      -webkit-transform:translateX(-100%);
+              transform:translateX(-100%);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:100ms;
+              transition-duration:100ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-drawer.bp3-position-right{
+    bottom:0;
+    right:0;
+    top:0;
+    width:50%; }
+    .bp3-drawer.bp3-position-right.bp3-overlay-enter, .bp3-drawer.bp3-position-right.bp3-overlay-appear{
+      -webkit-transform:translateX(100%);
+              transform:translateX(100%); }
+    .bp3-drawer.bp3-position-right.bp3-overlay-enter-active, .bp3-drawer.bp3-position-right.bp3-overlay-appear-active{
+      -webkit-transform:translateX(0);
+              transform:translateX(0);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:200ms;
+              transition-duration:200ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+    .bp3-drawer.bp3-position-right.bp3-overlay-exit{
+      -webkit-transform:translateX(0);
+              transform:translateX(0); }
+    .bp3-drawer.bp3-position-right.bp3-overlay-exit-active{
+      -webkit-transform:translateX(100%);
+              transform:translateX(100%);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:100ms;
+              transition-duration:100ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+  .bp3-position-right):not(.bp3-vertical){
+    bottom:0;
+    right:0;
+    top:0;
+    width:50%; }
+    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right):not(.bp3-vertical).bp3-overlay-enter, .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right):not(.bp3-vertical).bp3-overlay-appear{
+      -webkit-transform:translateX(100%);
+              transform:translateX(100%); }
+    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right):not(.bp3-vertical).bp3-overlay-enter-active, .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right):not(.bp3-vertical).bp3-overlay-appear-active{
+      -webkit-transform:translateX(0);
+              transform:translateX(0);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:200ms;
+              transition-duration:200ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right):not(.bp3-vertical).bp3-overlay-exit{
+      -webkit-transform:translateX(0);
+              transform:translateX(0); }
+    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right):not(.bp3-vertical).bp3-overlay-exit-active{
+      -webkit-transform:translateX(100%);
+              transform:translateX(100%);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:100ms;
+              transition-duration:100ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+  .bp3-position-right).bp3-vertical{
+    bottom:0;
+    height:50%;
+    left:0;
+    right:0; }
+    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right).bp3-vertical.bp3-overlay-enter, .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right).bp3-vertical.bp3-overlay-appear{
+      -webkit-transform:translateY(100%);
+              transform:translateY(100%); }
+    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right).bp3-vertical.bp3-overlay-enter-active, .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right).bp3-vertical.bp3-overlay-appear-active{
+      -webkit-transform:translateY(0);
+              transform:translateY(0);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:200ms;
+              transition-duration:200ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right).bp3-vertical.bp3-overlay-exit{
+      -webkit-transform:translateY(0);
+              transform:translateY(0); }
+    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right).bp3-vertical.bp3-overlay-exit-active{
+      -webkit-transform:translateY(100%);
+              transform:translateY(100%);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:100ms;
+              transition-duration:100ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-drawer.bp3-dark,
+  .bp3-dark .bp3-drawer{
+    background:#30404d;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
+    color:#f5f8fa; }
+
+.bp3-drawer-header{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  border-radius:0;
+  -webkit-box-shadow:0 1px 0 rgba(16, 22, 26, 0.15);
+          box-shadow:0 1px 0 rgba(16, 22, 26, 0.15);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-flex:0;
+      -ms-flex:0 0 auto;
+          flex:0 0 auto;
+  min-height:40px;
+  padding:5px;
+  padding-left:20px;
+  position:relative; }
+  .bp3-drawer-header .bp3-icon-large,
+  .bp3-drawer-header .bp3-icon{
+    color:#5c7080;
+    -webkit-box-flex:0;
+        -ms-flex:0 0 auto;
+            flex:0 0 auto;
+    margin-right:10px; }
+  .bp3-drawer-header .bp3-heading{
+    overflow:hidden;
+    text-overflow:ellipsis;
+    white-space:nowrap;
+    word-wrap:normal;
+    -webkit-box-flex:1;
+        -ms-flex:1 1 auto;
+            flex:1 1 auto;
+    line-height:inherit;
+    margin:0; }
+    .bp3-drawer-header .bp3-heading:last-child{
+      margin-right:20px; }
+  .bp3-dark .bp3-drawer-header{
+    -webkit-box-shadow:0 1px 0 rgba(16, 22, 26, 0.4);
+            box-shadow:0 1px 0 rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-drawer-header .bp3-icon-large,
+    .bp3-dark .bp3-drawer-header .bp3-icon{
+      color:#a7b6c2; }
+
+.bp3-drawer-body{
+  -webkit-box-flex:1;
+      -ms-flex:1 1 auto;
+          flex:1 1 auto;
+  line-height:18px;
+  overflow:auto; }
+
+.bp3-drawer-footer{
+  -webkit-box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.15);
+          box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.15);
+  -webkit-box-flex:0;
+      -ms-flex:0 0 auto;
+          flex:0 0 auto;
+  padding:10px 20px;
+  position:relative; }
+  .bp3-dark .bp3-drawer-footer{
+    -webkit-box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.4);
+            box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.4); }
+.bp3-editable-text{
+  cursor:text;
+  display:inline-block;
+  max-width:100%;
+  position:relative;
+  vertical-align:top;
+  white-space:nowrap; }
+  .bp3-editable-text::before{
+    bottom:-3px;
+    left:-3px;
+    position:absolute;
+    right:-3px;
+    top:-3px;
+    border-radius:3px;
+    content:"";
+    -webkit-transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9), box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9), box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-editable-text:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15);
+            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15); }
+  .bp3-editable-text.bp3-editable-text-editing::before{
+    background-color:#ffffff;
+    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+  .bp3-editable-text.bp3-disabled::before{
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+  .bp3-editable-text.bp3-intent-primary .bp3-editable-text-input,
+  .bp3-editable-text.bp3-intent-primary .bp3-editable-text-content{
+    color:#137cbd; }
+  .bp3-editable-text.bp3-intent-primary:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(19, 124, 189, 0.4);
+            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(19, 124, 189, 0.4); }
+  .bp3-editable-text.bp3-intent-primary.bp3-editable-text-editing::before{
+    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+  .bp3-editable-text.bp3-intent-success .bp3-editable-text-input,
+  .bp3-editable-text.bp3-intent-success .bp3-editable-text-content{
+    color:#0f9960; }
+  .bp3-editable-text.bp3-intent-success:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px rgba(15, 153, 96, 0.4);
+            box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px rgba(15, 153, 96, 0.4); }
+  .bp3-editable-text.bp3-intent-success.bp3-editable-text-editing::before{
+    -webkit-box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+  .bp3-editable-text.bp3-intent-warning .bp3-editable-text-input,
+  .bp3-editable-text.bp3-intent-warning .bp3-editable-text-content{
+    color:#d9822b; }
+  .bp3-editable-text.bp3-intent-warning:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px rgba(217, 130, 43, 0.4);
+            box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px rgba(217, 130, 43, 0.4); }
+  .bp3-editable-text.bp3-intent-warning.bp3-editable-text-editing::before{
+    -webkit-box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+  .bp3-editable-text.bp3-intent-danger .bp3-editable-text-input,
+  .bp3-editable-text.bp3-intent-danger .bp3-editable-text-content{
+    color:#db3737; }
+  .bp3-editable-text.bp3-intent-danger:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px rgba(219, 55, 55, 0.4);
+            box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px rgba(219, 55, 55, 0.4); }
+  .bp3-editable-text.bp3-intent-danger.bp3-editable-text-editing::before{
+    -webkit-box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+  .bp3-dark .bp3-editable-text:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(255, 255, 255, 0.15);
+            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(255, 255, 255, 0.15); }
+  .bp3-dark .bp3-editable-text.bp3-editable-text-editing::before{
+    background-color:rgba(16, 22, 26, 0.3);
+    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-editable-text.bp3-disabled::before{
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+  .bp3-dark .bp3-editable-text.bp3-intent-primary .bp3-editable-text-content{
+    color:#48aff0; }
+  .bp3-dark .bp3-editable-text.bp3-intent-primary:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(72, 175, 240, 0), 0 0 0 0 rgba(72, 175, 240, 0), inset 0 0 0 1px rgba(72, 175, 240, 0.4);
+            box-shadow:0 0 0 0 rgba(72, 175, 240, 0), 0 0 0 0 rgba(72, 175, 240, 0), inset 0 0 0 1px rgba(72, 175, 240, 0.4); }
+  .bp3-dark .bp3-editable-text.bp3-intent-primary.bp3-editable-text-editing::before{
+    -webkit-box-shadow:0 0 0 1px #48aff0, 0 0 0 3px rgba(72, 175, 240, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px #48aff0, 0 0 0 3px rgba(72, 175, 240, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-editable-text.bp3-intent-success .bp3-editable-text-content{
+    color:#3dcc91; }
+  .bp3-dark .bp3-editable-text.bp3-intent-success:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(61, 204, 145, 0), 0 0 0 0 rgba(61, 204, 145, 0), inset 0 0 0 1px rgba(61, 204, 145, 0.4);
+            box-shadow:0 0 0 0 rgba(61, 204, 145, 0), 0 0 0 0 rgba(61, 204, 145, 0), inset 0 0 0 1px rgba(61, 204, 145, 0.4); }
+  .bp3-dark .bp3-editable-text.bp3-intent-success.bp3-editable-text-editing::before{
+    -webkit-box-shadow:0 0 0 1px #3dcc91, 0 0 0 3px rgba(61, 204, 145, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px #3dcc91, 0 0 0 3px rgba(61, 204, 145, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-editable-text.bp3-intent-warning .bp3-editable-text-content{
+    color:#ffb366; }
+  .bp3-dark .bp3-editable-text.bp3-intent-warning:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(255, 179, 102, 0), 0 0 0 0 rgba(255, 179, 102, 0), inset 0 0 0 1px rgba(255, 179, 102, 0.4);
+            box-shadow:0 0 0 0 rgba(255, 179, 102, 0), 0 0 0 0 rgba(255, 179, 102, 0), inset 0 0 0 1px rgba(255, 179, 102, 0.4); }
+  .bp3-dark .bp3-editable-text.bp3-intent-warning.bp3-editable-text-editing::before{
+    -webkit-box-shadow:0 0 0 1px #ffb366, 0 0 0 3px rgba(255, 179, 102, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px #ffb366, 0 0 0 3px rgba(255, 179, 102, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-editable-text.bp3-intent-danger .bp3-editable-text-content{
+    color:#ff7373; }
+  .bp3-dark .bp3-editable-text.bp3-intent-danger:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(255, 115, 115, 0), 0 0 0 0 rgba(255, 115, 115, 0), inset 0 0 0 1px rgba(255, 115, 115, 0.4);
+            box-shadow:0 0 0 0 rgba(255, 115, 115, 0), 0 0 0 0 rgba(255, 115, 115, 0), inset 0 0 0 1px rgba(255, 115, 115, 0.4); }
+  .bp3-dark .bp3-editable-text.bp3-intent-danger.bp3-editable-text-editing::before{
+    -webkit-box-shadow:0 0 0 1px #ff7373, 0 0 0 3px rgba(255, 115, 115, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px #ff7373, 0 0 0 3px rgba(255, 115, 115, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+
+.bp3-editable-text-input,
+.bp3-editable-text-content{
+  color:inherit;
+  display:inherit;
+  font:inherit;
+  letter-spacing:inherit;
+  max-width:inherit;
+  min-width:inherit;
+  position:relative;
+  resize:none;
+  text-transform:inherit;
+  vertical-align:top; }
+
+.bp3-editable-text-input{
+  background:none;
+  border:none;
+  -webkit-box-shadow:none;
+          box-shadow:none;
+  padding:0;
+  white-space:pre-wrap;
+  width:100%; }
+  .bp3-editable-text-input::-webkit-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-editable-text-input::-moz-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-editable-text-input:-ms-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-editable-text-input::-ms-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-editable-text-input::placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-editable-text-input:focus{
+    outline:none; }
+  .bp3-editable-text-input::-ms-clear{
+    display:none; }
+
+.bp3-editable-text-content{
+  overflow:hidden;
+  padding-right:2px;
+  text-overflow:ellipsis;
+  white-space:pre; }
+  .bp3-editable-text-editing > .bp3-editable-text-content{
+    left:0;
+    position:absolute;
+    visibility:hidden; }
+  .bp3-editable-text-placeholder > .bp3-editable-text-content{
+    color:rgba(92, 112, 128, 0.6); }
+    .bp3-dark .bp3-editable-text-placeholder > .bp3-editable-text-content{
+      color:rgba(167, 182, 194, 0.6); }
+
+.bp3-editable-text.bp3-multiline{
+  display:block; }
+  .bp3-editable-text.bp3-multiline .bp3-editable-text-content{
+    overflow:auto;
+    white-space:pre-wrap;
+    word-wrap:break-word; }
+.bp3-divider{
+  border-bottom:1px solid rgba(16, 22, 26, 0.15);
+  border-right:1px solid rgba(16, 22, 26, 0.15);
+  margin:5px; }
+  .bp3-dark .bp3-divider{
+    border-color:rgba(16, 22, 26, 0.4); }
+.bp3-control-group{
+  -webkit-transform:translateZ(0);
+          transform:translateZ(0);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:horizontal;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:row;
+          flex-direction:row;
+  -webkit-box-align:stretch;
+      -ms-flex-align:stretch;
+          align-items:stretch; }
+  .bp3-control-group > *{
+    -webkit-box-flex:0;
+        -ms-flex-positive:0;
+            flex-grow:0;
+    -ms-flex-negative:0;
+        flex-shrink:0; }
+  .bp3-control-group > .bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex-positive:1;
+            flex-grow:1;
+    -ms-flex-negative:1;
+        flex-shrink:1; }
+  .bp3-control-group .bp3-button,
+  .bp3-control-group .bp3-html-select,
+  .bp3-control-group .bp3-input,
+  .bp3-control-group .bp3-select{
+    position:relative; }
+  .bp3-control-group .bp3-input{
+    border-radius:inherit;
+    z-index:2; }
+    .bp3-control-group .bp3-input:focus{
+      border-radius:3px;
+      z-index:14; }
+    .bp3-control-group .bp3-input[class*="bp3-intent"]{
+      z-index:13; }
+      .bp3-control-group .bp3-input[class*="bp3-intent"]:focus{
+        z-index:15; }
+    .bp3-control-group .bp3-input[readonly], .bp3-control-group .bp3-input:disabled, .bp3-control-group .bp3-input.bp3-disabled{
+      z-index:1; }
+  .bp3-control-group .bp3-input-group[class*="bp3-intent"] .bp3-input{
+    z-index:13; }
+    .bp3-control-group .bp3-input-group[class*="bp3-intent"] .bp3-input:focus{
+      z-index:15; }
+  .bp3-control-group .bp3-button,
+  .bp3-control-group .bp3-html-select select,
+  .bp3-control-group .bp3-select select{
+    -webkit-transform:translateZ(0);
+            transform:translateZ(0);
+    border-radius:inherit;
+    z-index:4; }
+    .bp3-control-group .bp3-button:focus,
+    .bp3-control-group .bp3-html-select select:focus,
+    .bp3-control-group .bp3-select select:focus{
+      z-index:5; }
+    .bp3-control-group .bp3-button:hover,
+    .bp3-control-group .bp3-html-select select:hover,
+    .bp3-control-group .bp3-select select:hover{
+      z-index:6; }
+    .bp3-control-group .bp3-button:active,
+    .bp3-control-group .bp3-html-select select:active,
+    .bp3-control-group .bp3-select select:active{
+      z-index:7; }
+    .bp3-control-group .bp3-button[readonly], .bp3-control-group .bp3-button:disabled, .bp3-control-group .bp3-button.bp3-disabled,
+    .bp3-control-group .bp3-html-select select[readonly],
+    .bp3-control-group .bp3-html-select select:disabled,
+    .bp3-control-group .bp3-html-select select.bp3-disabled,
+    .bp3-control-group .bp3-select select[readonly],
+    .bp3-control-group .bp3-select select:disabled,
+    .bp3-control-group .bp3-select select.bp3-disabled{
+      z-index:3; }
+    .bp3-control-group .bp3-button[class*="bp3-intent"],
+    .bp3-control-group .bp3-html-select select[class*="bp3-intent"],
+    .bp3-control-group .bp3-select select[class*="bp3-intent"]{
+      z-index:9; }
+      .bp3-control-group .bp3-button[class*="bp3-intent"]:focus,
+      .bp3-control-group .bp3-html-select select[class*="bp3-intent"]:focus,
+      .bp3-control-group .bp3-select select[class*="bp3-intent"]:focus{
+        z-index:10; }
+      .bp3-control-group .bp3-button[class*="bp3-intent"]:hover,
+      .bp3-control-group .bp3-html-select select[class*="bp3-intent"]:hover,
+      .bp3-control-group .bp3-select select[class*="bp3-intent"]:hover{
+        z-index:11; }
+      .bp3-control-group .bp3-button[class*="bp3-intent"]:active,
+      .bp3-control-group .bp3-html-select select[class*="bp3-intent"]:active,
+      .bp3-control-group .bp3-select select[class*="bp3-intent"]:active{
+        z-index:12; }
+      .bp3-control-group .bp3-button[class*="bp3-intent"][readonly], .bp3-control-group .bp3-button[class*="bp3-intent"]:disabled, .bp3-control-group .bp3-button[class*="bp3-intent"].bp3-disabled,
+      .bp3-control-group .bp3-html-select select[class*="bp3-intent"][readonly],
+      .bp3-control-group .bp3-html-select select[class*="bp3-intent"]:disabled,
+      .bp3-control-group .bp3-html-select select[class*="bp3-intent"].bp3-disabled,
+      .bp3-control-group .bp3-select select[class*="bp3-intent"][readonly],
+      .bp3-control-group .bp3-select select[class*="bp3-intent"]:disabled,
+      .bp3-control-group .bp3-select select[class*="bp3-intent"].bp3-disabled{
+        z-index:8; }
+  .bp3-control-group .bp3-input-group > .bp3-icon,
+  .bp3-control-group .bp3-input-group > .bp3-button,
+  .bp3-control-group .bp3-input-group > .bp3-input-left-container,
+  .bp3-control-group .bp3-input-group > .bp3-input-action{
+    z-index:16; }
+  .bp3-control-group .bp3-select::after,
+  .bp3-control-group .bp3-html-select::after,
+  .bp3-control-group .bp3-select > .bp3-icon,
+  .bp3-control-group .bp3-html-select > .bp3-icon{
+    z-index:17; }
+  .bp3-control-group .bp3-select:focus-within{
+    z-index:5; }
+  .bp3-control-group:not(.bp3-vertical) > *:not(.bp3-divider){
+    margin-right:-1px; }
+  .bp3-control-group:not(.bp3-vertical) > .bp3-divider:not(:first-child){
+    margin-left:6px; }
+  .bp3-dark .bp3-control-group:not(.bp3-vertical) > *:not(.bp3-divider){
+    margin-right:0; }
+  .bp3-dark .bp3-control-group:not(.bp3-vertical) > .bp3-button + .bp3-button{
+    margin-left:1px; }
+  .bp3-control-group .bp3-popover-wrapper,
+  .bp3-control-group .bp3-popover-target{
+    border-radius:inherit; }
+  .bp3-control-group > :first-child{
+    border-radius:3px 0 0 3px; }
+  .bp3-control-group > :last-child{
+    border-radius:0 3px 3px 0;
+    margin-right:0; }
+  .bp3-control-group > :only-child{
+    border-radius:3px;
+    margin-right:0; }
+  .bp3-control-group .bp3-input-group .bp3-button{
+    border-radius:3px; }
+  .bp3-control-group .bp3-numeric-input:not(:first-child) .bp3-input-group{
+    border-bottom-left-radius:0;
+    border-top-left-radius:0; }
+  .bp3-control-group.bp3-fill{
+    width:100%; }
+  .bp3-control-group > .bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex:1 1 auto;
+            flex:1 1 auto; }
+  .bp3-control-group.bp3-fill > *:not(.bp3-fixed){
+    -webkit-box-flex:1;
+        -ms-flex:1 1 auto;
+            flex:1 1 auto; }
+  .bp3-control-group.bp3-vertical{
+    -webkit-box-orient:vertical;
+    -webkit-box-direction:normal;
+        -ms-flex-direction:column;
+            flex-direction:column; }
+    .bp3-control-group.bp3-vertical > *{
+      margin-top:-1px; }
+    .bp3-control-group.bp3-vertical > :first-child{
+      border-radius:3px 3px 0 0;
+      margin-top:0; }
+    .bp3-control-group.bp3-vertical > :last-child{
+      border-radius:0 0 3px 3px; }
+.bp3-control{
+  cursor:pointer;
+  display:block;
+  margin-bottom:10px;
+  position:relative;
+  text-transform:none; }
+  .bp3-control input:checked ~ .bp3-control-indicator{
+    background-color:#137cbd;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+    color:#ffffff; }
+  .bp3-control:hover input:checked ~ .bp3-control-indicator{
+    background-color:#106ba3;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
+  .bp3-control input:not(:disabled):active:checked ~ .bp3-control-indicator{
+    background:#0e5a8a;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+  .bp3-control input:disabled:checked ~ .bp3-control-indicator{
+    background:rgba(19, 124, 189, 0.5);
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+  .bp3-dark .bp3-control input:checked ~ .bp3-control-indicator{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-control:hover input:checked ~ .bp3-control-indicator{
+    background-color:#106ba3;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-control input:not(:disabled):active:checked ~ .bp3-control-indicator{
+    background-color:#0e5a8a;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+  .bp3-dark .bp3-control input:disabled:checked ~ .bp3-control-indicator{
+    background:rgba(14, 90, 138, 0.5);
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+  .bp3-control:not(.bp3-align-right){
+    padding-left:26px; }
+    .bp3-control:not(.bp3-align-right) .bp3-control-indicator{
+      margin-left:-26px; }
+  .bp3-control.bp3-align-right{
+    padding-right:26px; }
+    .bp3-control.bp3-align-right .bp3-control-indicator{
+      margin-right:-26px; }
+  .bp3-control.bp3-disabled{
+    color:rgba(92, 112, 128, 0.6);
+    cursor:not-allowed; }
+  .bp3-control.bp3-inline{
+    display:inline-block;
+    margin-right:20px; }
+  .bp3-control input{
+    left:0;
+    opacity:0;
+    position:absolute;
+    top:0;
+    z-index:-1; }
+  .bp3-control .bp3-control-indicator{
+    background-clip:padding-box;
+    background-color:#f5f8fa;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));
+    border:none;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+    cursor:pointer;
+    display:inline-block;
+    font-size:16px;
+    height:1em;
+    margin-right:10px;
+    margin-top:-3px;
+    position:relative;
+    -webkit-user-select:none;
+       -moz-user-select:none;
+        -ms-user-select:none;
+            user-select:none;
+    vertical-align:middle;
+    width:1em; }
+    .bp3-control .bp3-control-indicator::before{
+      content:"";
+      display:block;
+      height:1em;
+      width:1em; }
+  .bp3-control:hover .bp3-control-indicator{
+    background-color:#ebf1f5; }
+  .bp3-control input:not(:disabled):active ~ .bp3-control-indicator{
+    background:#d8e1e8;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+  .bp3-control input:disabled ~ .bp3-control-indicator{
+    background:rgba(206, 217, 224, 0.5);
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    cursor:not-allowed; }
+  .bp3-control input:focus ~ .bp3-control-indicator{
+    outline:rgba(19, 124, 189, 0.6) auto 2px;
+    outline-offset:2px;
+    -moz-outline-radius:6px; }
+  .bp3-control.bp3-align-right .bp3-control-indicator{
+    float:right;
+    margin-left:10px;
+    margin-top:1px; }
+  .bp3-control.bp3-large{
+    font-size:16px; }
+    .bp3-control.bp3-large:not(.bp3-align-right){
+      padding-left:30px; }
+      .bp3-control.bp3-large:not(.bp3-align-right) .bp3-control-indicator{
+        margin-left:-30px; }
+    .bp3-control.bp3-large.bp3-align-right{
+      padding-right:30px; }
+      .bp3-control.bp3-large.bp3-align-right .bp3-control-indicator{
+        margin-right:-30px; }
+    .bp3-control.bp3-large .bp3-control-indicator{
+      font-size:20px; }
+    .bp3-control.bp3-large.bp3-align-right .bp3-control-indicator{
+      margin-top:0; }
+  .bp3-control.bp3-checkbox input:indeterminate ~ .bp3-control-indicator{
+    background-color:#137cbd;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+    color:#ffffff; }
+  .bp3-control.bp3-checkbox:hover input:indeterminate ~ .bp3-control-indicator{
+    background-color:#106ba3;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
+  .bp3-control.bp3-checkbox input:not(:disabled):active:indeterminate ~ .bp3-control-indicator{
+    background:#0e5a8a;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+  .bp3-control.bp3-checkbox input:disabled:indeterminate ~ .bp3-control-indicator{
+    background:rgba(19, 124, 189, 0.5);
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+  .bp3-dark .bp3-control.bp3-checkbox input:indeterminate ~ .bp3-control-indicator{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-control.bp3-checkbox:hover input:indeterminate ~ .bp3-control-indicator{
+    background-color:#106ba3;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-control.bp3-checkbox input:not(:disabled):active:indeterminate ~ .bp3-control-indicator{
+    background-color:#0e5a8a;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+  .bp3-dark .bp3-control.bp3-checkbox input:disabled:indeterminate ~ .bp3-control-indicator{
+    background:rgba(14, 90, 138, 0.5);
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+  .bp3-control.bp3-checkbox .bp3-control-indicator{
+    border-radius:3px; }
+  .bp3-control.bp3-checkbox input:checked ~ .bp3-control-indicator::before{
+    background-image:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'%3e%3cpath fill-rule='evenodd' clip-rule='evenodd' d='M12 5c-.28 0-.53.11-.71.29L7 9.59l-2.29-2.3a1.003 1.003 0 00-1.42 1.42l3 3c.18.18.43.29.71.29s.53-.11.71-.29l5-5A1.003 1.003 0 0012 5z' fill='white'/%3e%3c/svg%3e"); }
+  .bp3-control.bp3-checkbox input:indeterminate ~ .bp3-control-indicator::before{
+    background-image:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'%3e%3cpath fill-rule='evenodd' clip-rule='evenodd' d='M11 7H5c-.55 0-1 .45-1 1s.45 1 1 1h6c.55 0 1-.45 1-1s-.45-1-1-1z' fill='white'/%3e%3c/svg%3e"); }
+  .bp3-control.bp3-radio .bp3-control-indicator{
+    border-radius:50%; }
+  .bp3-control.bp3-radio input:checked ~ .bp3-control-indicator::before{
+    background-image:radial-gradient(#ffffff, #ffffff 28%, transparent 32%); }
+  .bp3-control.bp3-radio input:checked:disabled ~ .bp3-control-indicator::before{
+    opacity:0.5; }
+  .bp3-control.bp3-radio input:focus ~ .bp3-control-indicator{
+    -moz-outline-radius:16px; }
+  .bp3-control.bp3-switch input ~ .bp3-control-indicator{
+    background:rgba(167, 182, 194, 0.5); }
+  .bp3-control.bp3-switch:hover input ~ .bp3-control-indicator{
+    background:rgba(115, 134, 148, 0.5); }
+  .bp3-control.bp3-switch input:not(:disabled):active ~ .bp3-control-indicator{
+    background:rgba(92, 112, 128, 0.5); }
+  .bp3-control.bp3-switch input:disabled ~ .bp3-control-indicator{
+    background:rgba(206, 217, 224, 0.5); }
+    .bp3-control.bp3-switch input:disabled ~ .bp3-control-indicator::before{
+      background:rgba(255, 255, 255, 0.8); }
+  .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator{
+    background:#137cbd; }
+  .bp3-control.bp3-switch:hover input:checked ~ .bp3-control-indicator{
+    background:#106ba3; }
+  .bp3-control.bp3-switch input:checked:not(:disabled):active ~ .bp3-control-indicator{
+    background:#0e5a8a; }
+  .bp3-control.bp3-switch input:checked:disabled ~ .bp3-control-indicator{
+    background:rgba(19, 124, 189, 0.5); }
+    .bp3-control.bp3-switch input:checked:disabled ~ .bp3-control-indicator::before{
+      background:rgba(255, 255, 255, 0.8); }
+  .bp3-control.bp3-switch:not(.bp3-align-right){
+    padding-left:38px; }
+    .bp3-control.bp3-switch:not(.bp3-align-right) .bp3-control-indicator{
+      margin-left:-38px; }
+  .bp3-control.bp3-switch.bp3-align-right{
+    padding-right:38px; }
+    .bp3-control.bp3-switch.bp3-align-right .bp3-control-indicator{
+      margin-right:-38px; }
+  .bp3-control.bp3-switch .bp3-control-indicator{
+    border:none;
+    border-radius:1.75em;
+    -webkit-box-shadow:none !important;
+            box-shadow:none !important;
+    min-width:1.75em;
+    -webkit-transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    width:auto; }
+    .bp3-control.bp3-switch .bp3-control-indicator::before{
+      background:#ffffff;
+      border-radius:50%;
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
+      height:calc(1em - 4px);
+      left:0;
+      margin:2px;
+      position:absolute;
+      -webkit-transition:left 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+      transition:left 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+      width:calc(1em - 4px); }
+  .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator::before{
+    left:calc(100% - 1em); }
+  .bp3-control.bp3-switch.bp3-large:not(.bp3-align-right){
+    padding-left:45px; }
+    .bp3-control.bp3-switch.bp3-large:not(.bp3-align-right) .bp3-control-indicator{
+      margin-left:-45px; }
+  .bp3-control.bp3-switch.bp3-large.bp3-align-right{
+    padding-right:45px; }
+    .bp3-control.bp3-switch.bp3-large.bp3-align-right .bp3-control-indicator{
+      margin-right:-45px; }
+  .bp3-dark .bp3-control.bp3-switch input ~ .bp3-control-indicator{
+    background:rgba(16, 22, 26, 0.5); }
+  .bp3-dark .bp3-control.bp3-switch:hover input ~ .bp3-control-indicator{
+    background:rgba(16, 22, 26, 0.7); }
+  .bp3-dark .bp3-control.bp3-switch input:not(:disabled):active ~ .bp3-control-indicator{
+    background:rgba(16, 22, 26, 0.9); }
+  .bp3-dark .bp3-control.bp3-switch input:disabled ~ .bp3-control-indicator{
+    background:rgba(57, 75, 89, 0.5); }
+    .bp3-dark .bp3-control.bp3-switch input:disabled ~ .bp3-control-indicator::before{
+      background:rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator{
+    background:#137cbd; }
+  .bp3-dark .bp3-control.bp3-switch:hover input:checked ~ .bp3-control-indicator{
+    background:#106ba3; }
+  .bp3-dark .bp3-control.bp3-switch input:checked:not(:disabled):active ~ .bp3-control-indicator{
+    background:#0e5a8a; }
+  .bp3-dark .bp3-control.bp3-switch input:checked:disabled ~ .bp3-control-indicator{
+    background:rgba(14, 90, 138, 0.5); }
+    .bp3-dark .bp3-control.bp3-switch input:checked:disabled ~ .bp3-control-indicator::before{
+      background:rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-control.bp3-switch .bp3-control-indicator::before{
+    background:#394b59;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator::before{
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4); }
+  .bp3-control.bp3-switch .bp3-switch-inner-text{
+    font-size:0.7em;
+    text-align:center; }
+  .bp3-control.bp3-switch .bp3-control-indicator-child:first-child{
+    line-height:0;
+    margin-left:0.5em;
+    margin-right:1.2em;
+    visibility:hidden; }
+  .bp3-control.bp3-switch .bp3-control-indicator-child:last-child{
+    line-height:1em;
+    margin-left:1.2em;
+    margin-right:0.5em;
+    visibility:visible; }
+  .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator .bp3-control-indicator-child:first-child{
+    line-height:1em;
+    visibility:visible; }
+  .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator .bp3-control-indicator-child:last-child{
+    line-height:0;
+    visibility:hidden; }
+  .bp3-dark .bp3-control{
+    color:#f5f8fa; }
+    .bp3-dark .bp3-control.bp3-disabled{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-control .bp3-control-indicator{
+      background-color:#394b59;
+      background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));
+      background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-control:hover .bp3-control-indicator{
+      background-color:#30404d; }
+    .bp3-dark .bp3-control input:not(:disabled):active ~ .bp3-control-indicator{
+      background:#202b33;
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-dark .bp3-control input:disabled ~ .bp3-control-indicator{
+      background:rgba(57, 75, 89, 0.5);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      cursor:not-allowed; }
+    .bp3-dark .bp3-control.bp3-checkbox input:disabled:checked ~ .bp3-control-indicator, .bp3-dark .bp3-control.bp3-checkbox input:disabled:indeterminate ~ .bp3-control-indicator{
+      color:rgba(167, 182, 194, 0.6); }
+.bp3-file-input{
+  cursor:pointer;
+  display:inline-block;
+  height:30px;
+  position:relative; }
+  .bp3-file-input input{
+    margin:0;
+    min-width:200px;
+    opacity:0; }
+    .bp3-file-input input:disabled + .bp3-file-upload-input,
+    .bp3-file-input input.bp3-disabled + .bp3-file-upload-input{
+      background:rgba(206, 217, 224, 0.5);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(92, 112, 128, 0.6);
+      cursor:not-allowed;
+      resize:none; }
+      .bp3-file-input input:disabled + .bp3-file-upload-input::after,
+      .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after{
+        background-color:rgba(206, 217, 224, 0.5);
+        background-image:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:rgba(92, 112, 128, 0.6);
+        cursor:not-allowed;
+        outline:none; }
+        .bp3-file-input input:disabled + .bp3-file-upload-input::after.bp3-active, .bp3-file-input input:disabled + .bp3-file-upload-input::after.bp3-active:hover,
+        .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after.bp3-active,
+        .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after.bp3-active:hover{
+          background:rgba(206, 217, 224, 0.7); }
+      .bp3-dark .bp3-file-input input:disabled + .bp3-file-upload-input, .bp3-dark
+      .bp3-file-input input.bp3-disabled + .bp3-file-upload-input{
+        background:rgba(57, 75, 89, 0.5);
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:rgba(167, 182, 194, 0.6); }
+        .bp3-dark .bp3-file-input input:disabled + .bp3-file-upload-input::after, .bp3-dark
+        .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after{
+          background-color:rgba(57, 75, 89, 0.5);
+          background-image:none;
+          -webkit-box-shadow:none;
+                  box-shadow:none;
+          color:rgba(167, 182, 194, 0.6); }
+          .bp3-dark .bp3-file-input input:disabled + .bp3-file-upload-input::after.bp3-active, .bp3-dark
+          .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after.bp3-active{
+            background:rgba(57, 75, 89, 0.7); }
+  .bp3-file-input.bp3-file-input-has-selection .bp3-file-upload-input{
+    color:#182026; }
+  .bp3-dark .bp3-file-input.bp3-file-input-has-selection .bp3-file-upload-input{
+    color:#f5f8fa; }
+  .bp3-file-input.bp3-fill{
+    width:100%; }
+  .bp3-file-input.bp3-large,
+  .bp3-large .bp3-file-input{
+    height:40px; }
+  .bp3-file-input .bp3-file-upload-input-custom-text::after{
+    content:attr(bp3-button-text); }
+
+.bp3-file-upload-input{
+  -webkit-appearance:none;
+     -moz-appearance:none;
+          appearance:none;
+  background:#ffffff;
+  border:none;
+  border-radius:3px;
+  -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+  color:#182026;
+  font-size:14px;
+  font-weight:400;
+  height:30px;
+  line-height:30px;
+  outline:none;
+  padding:0 10px;
+  -webkit-transition:-webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:-webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  vertical-align:middle;
+  overflow:hidden;
+  text-overflow:ellipsis;
+  white-space:nowrap;
+  word-wrap:normal;
+  color:rgba(92, 112, 128, 0.6);
+  left:0;
+  padding-right:80px;
+  position:absolute;
+  right:0;
+  top:0;
+  -webkit-user-select:none;
+     -moz-user-select:none;
+      -ms-user-select:none;
+          user-select:none; }
+  .bp3-file-upload-input::-webkit-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-file-upload-input::-moz-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-file-upload-input:-ms-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-file-upload-input::-ms-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-file-upload-input::placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-file-upload-input:focus, .bp3-file-upload-input.bp3-active{
+    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+  .bp3-file-upload-input[type="search"], .bp3-file-upload-input.bp3-round{
+    border-radius:30px;
+    -webkit-box-sizing:border-box;
+            box-sizing:border-box;
+    padding-left:10px; }
+  .bp3-file-upload-input[readonly]{
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15); }
+  .bp3-file-upload-input:disabled, .bp3-file-upload-input.bp3-disabled{
+    background:rgba(206, 217, 224, 0.5);
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    color:rgba(92, 112, 128, 0.6);
+    cursor:not-allowed;
+    resize:none; }
+  .bp3-file-upload-input::after{
+    background-color:#f5f8fa;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+    color:#182026;
+    min-height:24px;
+    min-width:24px;
+    overflow:hidden;
+    text-overflow:ellipsis;
+    white-space:nowrap;
+    word-wrap:normal;
+    border-radius:3px;
+    content:"Browse";
+    line-height:24px;
+    margin:3px;
+    position:absolute;
+    right:0;
+    text-align:center;
+    top:0;
+    width:70px; }
+    .bp3-file-upload-input::after:hover{
+      background-clip:padding-box;
+      background-color:#ebf1f5;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
+    .bp3-file-upload-input::after:active, .bp3-file-upload-input::after.bp3-active{
+      background-color:#d8e1e8;
+      background-image:none;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-file-upload-input::after:disabled, .bp3-file-upload-input::after.bp3-disabled{
+      background-color:rgba(206, 217, 224, 0.5);
+      background-image:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(92, 112, 128, 0.6);
+      cursor:not-allowed;
+      outline:none; }
+      .bp3-file-upload-input::after:disabled.bp3-active, .bp3-file-upload-input::after:disabled.bp3-active:hover, .bp3-file-upload-input::after.bp3-disabled.bp3-active, .bp3-file-upload-input::after.bp3-disabled.bp3-active:hover{
+        background:rgba(206, 217, 224, 0.7); }
+  .bp3-file-upload-input:hover::after{
+    background-clip:padding-box;
+    background-color:#ebf1f5;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
+  .bp3-file-upload-input:active::after{
+    background-color:#d8e1e8;
+    background-image:none;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+  .bp3-large .bp3-file-upload-input{
+    font-size:16px;
+    height:40px;
+    line-height:40px;
+    padding-right:95px; }
+    .bp3-large .bp3-file-upload-input[type="search"], .bp3-large .bp3-file-upload-input.bp3-round{
+      padding:0 15px; }
+    .bp3-large .bp3-file-upload-input::after{
+      min-height:30px;
+      min-width:30px;
+      line-height:30px;
+      margin:5px;
+      width:85px; }
+  .bp3-dark .bp3-file-upload-input{
+    background:rgba(16, 22, 26, 0.3);
+    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+    color:#f5f8fa;
+    color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-file-upload-input::-webkit-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-file-upload-input::-moz-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-file-upload-input:-ms-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-file-upload-input::-ms-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-file-upload-input::placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-file-upload-input:focus{
+      -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-file-upload-input[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-file-upload-input:disabled, .bp3-dark .bp3-file-upload-input.bp3-disabled{
+      background:rgba(57, 75, 89, 0.5);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-file-upload-input::after{
+      background-color:#394b59;
+      background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));
+      background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+      color:#f5f8fa; }
+      .bp3-dark .bp3-file-upload-input::after:hover, .bp3-dark .bp3-file-upload-input::after:active, .bp3-dark .bp3-file-upload-input::after.bp3-active{
+        color:#f5f8fa; }
+      .bp3-dark .bp3-file-upload-input::after:hover{
+        background-color:#30404d;
+        -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+                box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+      .bp3-dark .bp3-file-upload-input::after:active, .bp3-dark .bp3-file-upload-input::after.bp3-active{
+        background-color:#202b33;
+        background-image:none;
+        -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+                box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+      .bp3-dark .bp3-file-upload-input::after:disabled, .bp3-dark .bp3-file-upload-input::after.bp3-disabled{
+        background-color:rgba(57, 75, 89, 0.5);
+        background-image:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:rgba(167, 182, 194, 0.6); }
+        .bp3-dark .bp3-file-upload-input::after:disabled.bp3-active, .bp3-dark .bp3-file-upload-input::after.bp3-disabled.bp3-active{
+          background:rgba(57, 75, 89, 0.7); }
+      .bp3-dark .bp3-file-upload-input::after .bp3-button-spinner .bp3-spinner-head{
+        background:rgba(16, 22, 26, 0.5);
+        stroke:#8a9ba8; }
+    .bp3-dark .bp3-file-upload-input:hover::after{
+      background-color:#30404d;
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-file-upload-input:active::after{
+      background-color:#202b33;
+      background-image:none;
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+.bp3-file-upload-input::after{
+  -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+          box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
+.bp3-form-group{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:vertical;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:column;
+          flex-direction:column;
+  margin:0 0 15px; }
+  .bp3-form-group label.bp3-label{
+    margin-bottom:5px; }
+  .bp3-form-group .bp3-control{
+    margin-top:7px; }
+  .bp3-form-group .bp3-form-helper-text{
+    color:#5c7080;
+    font-size:12px;
+    margin-top:5px; }
+  .bp3-form-group.bp3-intent-primary .bp3-form-helper-text{
+    color:#106ba3; }
+  .bp3-form-group.bp3-intent-success .bp3-form-helper-text{
+    color:#0d8050; }
+  .bp3-form-group.bp3-intent-warning .bp3-form-helper-text{
+    color:#bf7326; }
+  .bp3-form-group.bp3-intent-danger .bp3-form-helper-text{
+    color:#c23030; }
+  .bp3-form-group.bp3-inline{
+    -webkit-box-align:start;
+        -ms-flex-align:start;
+            align-items:flex-start;
+    -webkit-box-orient:horizontal;
+    -webkit-box-direction:normal;
+        -ms-flex-direction:row;
+            flex-direction:row; }
+    .bp3-form-group.bp3-inline.bp3-large label.bp3-label{
+      line-height:40px;
+      margin:0 10px 0 0; }
+    .bp3-form-group.bp3-inline label.bp3-label{
+      line-height:30px;
+      margin:0 10px 0 0; }
+  .bp3-form-group.bp3-disabled .bp3-label,
+  .bp3-form-group.bp3-disabled .bp3-text-muted,
+  .bp3-form-group.bp3-disabled .bp3-form-helper-text{
+    color:rgba(92, 112, 128, 0.6) !important; }
+  .bp3-dark .bp3-form-group.bp3-intent-primary .bp3-form-helper-text{
+    color:#48aff0; }
+  .bp3-dark .bp3-form-group.bp3-intent-success .bp3-form-helper-text{
+    color:#3dcc91; }
+  .bp3-dark .bp3-form-group.bp3-intent-warning .bp3-form-helper-text{
+    color:#ffb366; }
+  .bp3-dark .bp3-form-group.bp3-intent-danger .bp3-form-helper-text{
+    color:#ff7373; }
+  .bp3-dark .bp3-form-group .bp3-form-helper-text{
+    color:#a7b6c2; }
+  .bp3-dark .bp3-form-group.bp3-disabled .bp3-label,
+  .bp3-dark .bp3-form-group.bp3-disabled .bp3-text-muted,
+  .bp3-dark .bp3-form-group.bp3-disabled .bp3-form-helper-text{
+    color:rgba(167, 182, 194, 0.6) !important; }
+.bp3-input-group{
+  display:block;
+  position:relative; }
+  .bp3-input-group .bp3-input{
+    position:relative;
+    width:100%; }
+    .bp3-input-group .bp3-input:not(:first-child){
+      padding-left:30px; }
+    .bp3-input-group .bp3-input:not(:last-child){
+      padding-right:30px; }
+  .bp3-input-group .bp3-input-action,
+  .bp3-input-group > .bp3-input-left-container,
+  .bp3-input-group > .bp3-button,
+  .bp3-input-group > .bp3-icon{
+    position:absolute;
+    top:0; }
+    .bp3-input-group .bp3-input-action:first-child,
+    .bp3-input-group > .bp3-input-left-container:first-child,
+    .bp3-input-group > .bp3-button:first-child,
+    .bp3-input-group > .bp3-icon:first-child{
+      left:0; }
+    .bp3-input-group .bp3-input-action:last-child,
+    .bp3-input-group > .bp3-input-left-container:last-child,
+    .bp3-input-group > .bp3-button:last-child,
+    .bp3-input-group > .bp3-icon:last-child{
+      right:0; }
+  .bp3-input-group .bp3-button{
+    min-height:24px;
+    min-width:24px;
+    margin:3px;
+    padding:0 7px; }
+    .bp3-input-group .bp3-button:empty{
+      padding:0; }
+  .bp3-input-group > .bp3-input-left-container,
+  .bp3-input-group > .bp3-icon{
+    z-index:1; }
+  .bp3-input-group > .bp3-input-left-container > .bp3-icon,
+  .bp3-input-group > .bp3-icon{
+    color:#5c7080; }
+    .bp3-input-group > .bp3-input-left-container > .bp3-icon:empty,
+    .bp3-input-group > .bp3-icon:empty{
+      font-family:"Icons16", sans-serif;
+      font-size:16px;
+      font-style:normal;
+      font-weight:400;
+      line-height:1;
+      -moz-osx-font-smoothing:grayscale;
+      -webkit-font-smoothing:antialiased; }
+  .bp3-input-group > .bp3-input-left-container > .bp3-icon,
+  .bp3-input-group > .bp3-icon,
+  .bp3-input-group .bp3-input-action > .bp3-spinner{
+    margin:7px; }
+  .bp3-input-group .bp3-tag{
+    margin:5px; }
+  .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:not(:hover):not(:focus),
+  .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus){
+    color:#5c7080; }
+    .bp3-dark .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:not(:hover):not(:focus), .bp3-dark
+    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus){
+      color:#a7b6c2; }
+    .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon, .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon-standard, .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon-large,
+    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon,
+    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon-standard,
+    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon-large{
+      color:#5c7080; }
+  .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:disabled,
+  .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:disabled{
+    color:rgba(92, 112, 128, 0.6) !important; }
+    .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:disabled .bp3-icon, .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:disabled .bp3-icon-standard, .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:disabled .bp3-icon-large,
+    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:disabled .bp3-icon,
+    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:disabled .bp3-icon-standard,
+    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:disabled .bp3-icon-large{
+      color:rgba(92, 112, 128, 0.6) !important; }
+  .bp3-input-group.bp3-disabled{
+    cursor:not-allowed; }
+    .bp3-input-group.bp3-disabled .bp3-icon{
+      color:rgba(92, 112, 128, 0.6); }
+  .bp3-input-group.bp3-large .bp3-button{
+    min-height:30px;
+    min-width:30px;
+    margin:5px; }
+  .bp3-input-group.bp3-large > .bp3-input-left-container > .bp3-icon,
+  .bp3-input-group.bp3-large > .bp3-icon,
+  .bp3-input-group.bp3-large .bp3-input-action > .bp3-spinner{
+    margin:12px; }
+  .bp3-input-group.bp3-large .bp3-input{
+    font-size:16px;
+    height:40px;
+    line-height:40px; }
+    .bp3-input-group.bp3-large .bp3-input[type="search"], .bp3-input-group.bp3-large .bp3-input.bp3-round{
+      padding:0 15px; }
+    .bp3-input-group.bp3-large .bp3-input:not(:first-child){
+      padding-left:40px; }
+    .bp3-input-group.bp3-large .bp3-input:not(:last-child){
+      padding-right:40px; }
+  .bp3-input-group.bp3-small .bp3-button{
+    min-height:20px;
+    min-width:20px;
+    margin:2px; }
+  .bp3-input-group.bp3-small .bp3-tag{
+    min-height:20px;
+    min-width:20px;
+    margin:2px; }
+  .bp3-input-group.bp3-small > .bp3-input-left-container > .bp3-icon,
+  .bp3-input-group.bp3-small > .bp3-icon,
+  .bp3-input-group.bp3-small .bp3-input-action > .bp3-spinner{
+    margin:4px; }
+  .bp3-input-group.bp3-small .bp3-input{
+    font-size:12px;
+    height:24px;
+    line-height:24px;
+    padding-left:8px;
+    padding-right:8px; }
+    .bp3-input-group.bp3-small .bp3-input[type="search"], .bp3-input-group.bp3-small .bp3-input.bp3-round{
+      padding:0 12px; }
+    .bp3-input-group.bp3-small .bp3-input:not(:first-child){
+      padding-left:24px; }
+    .bp3-input-group.bp3-small .bp3-input:not(:last-child){
+      padding-right:24px; }
+  .bp3-input-group.bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex:1 1 auto;
+            flex:1 1 auto;
+    width:100%; }
+  .bp3-input-group.bp3-round .bp3-button,
+  .bp3-input-group.bp3-round .bp3-input,
+  .bp3-input-group.bp3-round .bp3-tag{
+    border-radius:30px; }
+  .bp3-dark .bp3-input-group .bp3-icon{
+    color:#a7b6c2; }
+  .bp3-dark .bp3-input-group.bp3-disabled .bp3-icon{
+    color:rgba(167, 182, 194, 0.6); }
+  .bp3-input-group.bp3-intent-primary .bp3-input{
+    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input-group.bp3-intent-primary .bp3-input:focus{
+      -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input-group.bp3-intent-primary .bp3-input[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px #137cbd;
+              box-shadow:inset 0 0 0 1px #137cbd; }
+    .bp3-input-group.bp3-intent-primary .bp3-input:disabled, .bp3-input-group.bp3-intent-primary .bp3-input.bp3-disabled{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+  .bp3-input-group.bp3-intent-primary > .bp3-icon{
+    color:#106ba3; }
+    .bp3-dark .bp3-input-group.bp3-intent-primary > .bp3-icon{
+      color:#48aff0; }
+  .bp3-input-group.bp3-intent-success .bp3-input{
+    -webkit-box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input-group.bp3-intent-success .bp3-input:focus{
+      -webkit-box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input-group.bp3-intent-success .bp3-input[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px #0f9960;
+              box-shadow:inset 0 0 0 1px #0f9960; }
+    .bp3-input-group.bp3-intent-success .bp3-input:disabled, .bp3-input-group.bp3-intent-success .bp3-input.bp3-disabled{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+  .bp3-input-group.bp3-intent-success > .bp3-icon{
+    color:#0d8050; }
+    .bp3-dark .bp3-input-group.bp3-intent-success > .bp3-icon{
+      color:#3dcc91; }
+  .bp3-input-group.bp3-intent-warning .bp3-input{
+    -webkit-box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input-group.bp3-intent-warning .bp3-input:focus{
+      -webkit-box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input-group.bp3-intent-warning .bp3-input[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px #d9822b;
+              box-shadow:inset 0 0 0 1px #d9822b; }
+    .bp3-input-group.bp3-intent-warning .bp3-input:disabled, .bp3-input-group.bp3-intent-warning .bp3-input.bp3-disabled{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+  .bp3-input-group.bp3-intent-warning > .bp3-icon{
+    color:#bf7326; }
+    .bp3-dark .bp3-input-group.bp3-intent-warning > .bp3-icon{
+      color:#ffb366; }
+  .bp3-input-group.bp3-intent-danger .bp3-input{
+    -webkit-box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input-group.bp3-intent-danger .bp3-input:focus{
+      -webkit-box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input-group.bp3-intent-danger .bp3-input[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px #db3737;
+              box-shadow:inset 0 0 0 1px #db3737; }
+    .bp3-input-group.bp3-intent-danger .bp3-input:disabled, .bp3-input-group.bp3-intent-danger .bp3-input.bp3-disabled{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+  .bp3-input-group.bp3-intent-danger > .bp3-icon{
+    color:#c23030; }
+    .bp3-dark .bp3-input-group.bp3-intent-danger > .bp3-icon{
+      color:#ff7373; }
+.bp3-input{
+  -webkit-appearance:none;
+     -moz-appearance:none;
+          appearance:none;
+  background:#ffffff;
+  border:none;
+  border-radius:3px;
+  -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+  color:#182026;
+  font-size:14px;
+  font-weight:400;
+  height:30px;
+  line-height:30px;
+  outline:none;
+  padding:0 10px;
+  -webkit-transition:-webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:-webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  vertical-align:middle; }
+  .bp3-input::-webkit-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input::-moz-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input:-ms-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input::-ms-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input::placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input:focus, .bp3-input.bp3-active{
+    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+  .bp3-input[type="search"], .bp3-input.bp3-round{
+    border-radius:30px;
+    -webkit-box-sizing:border-box;
+            box-sizing:border-box;
+    padding-left:10px; }
+  .bp3-input[readonly]{
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15); }
+  .bp3-input:disabled, .bp3-input.bp3-disabled{
+    background:rgba(206, 217, 224, 0.5);
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    color:rgba(92, 112, 128, 0.6);
+    cursor:not-allowed;
+    resize:none; }
+  .bp3-input.bp3-large{
+    font-size:16px;
+    height:40px;
+    line-height:40px; }
+    .bp3-input.bp3-large[type="search"], .bp3-input.bp3-large.bp3-round{
+      padding:0 15px; }
+  .bp3-input.bp3-small{
+    font-size:12px;
+    height:24px;
+    line-height:24px;
+    padding-left:8px;
+    padding-right:8px; }
+    .bp3-input.bp3-small[type="search"], .bp3-input.bp3-small.bp3-round{
+      padding:0 12px; }
+  .bp3-input.bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex:1 1 auto;
+            flex:1 1 auto;
+    width:100%; }
+  .bp3-dark .bp3-input{
+    background:rgba(16, 22, 26, 0.3);
+    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+    color:#f5f8fa; }
+    .bp3-dark .bp3-input::-webkit-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-input::-moz-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-input:-ms-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-input::-ms-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-input::placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-input:focus{
+      -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-input[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-input:disabled, .bp3-dark .bp3-input.bp3-disabled{
+      background:rgba(57, 75, 89, 0.5);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(167, 182, 194, 0.6); }
+  .bp3-input.bp3-intent-primary{
+    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input.bp3-intent-primary:focus{
+      -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input.bp3-intent-primary[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px #137cbd;
+              box-shadow:inset 0 0 0 1px #137cbd; }
+    .bp3-input.bp3-intent-primary:disabled, .bp3-input.bp3-intent-primary.bp3-disabled{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+    .bp3-dark .bp3-input.bp3-intent-primary{
+      -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+      .bp3-dark .bp3-input.bp3-intent-primary:focus{
+        -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+                box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+      .bp3-dark .bp3-input.bp3-intent-primary[readonly]{
+        -webkit-box-shadow:inset 0 0 0 1px #137cbd;
+                box-shadow:inset 0 0 0 1px #137cbd; }
+      .bp3-dark .bp3-input.bp3-intent-primary:disabled, .bp3-dark .bp3-input.bp3-intent-primary.bp3-disabled{
+        -webkit-box-shadow:none;
+                box-shadow:none; }
+  .bp3-input.bp3-intent-success{
+    -webkit-box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input.bp3-intent-success:focus{
+      -webkit-box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input.bp3-intent-success[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px #0f9960;
+              box-shadow:inset 0 0 0 1px #0f9960; }
+    .bp3-input.bp3-intent-success:disabled, .bp3-input.bp3-intent-success.bp3-disabled{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+    .bp3-dark .bp3-input.bp3-intent-success{
+      -webkit-box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+      .bp3-dark .bp3-input.bp3-intent-success:focus{
+        -webkit-box-shadow:0 0 0 1px #0f9960, 0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+                box-shadow:0 0 0 1px #0f9960, 0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+      .bp3-dark .bp3-input.bp3-intent-success[readonly]{
+        -webkit-box-shadow:inset 0 0 0 1px #0f9960;
+                box-shadow:inset 0 0 0 1px #0f9960; }
+      .bp3-dark .bp3-input.bp3-intent-success:disabled, .bp3-dark .bp3-input.bp3-intent-success.bp3-disabled{
+        -webkit-box-shadow:none;
+                box-shadow:none; }
+  .bp3-input.bp3-intent-warning{
+    -webkit-box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input.bp3-intent-warning:focus{
+      -webkit-box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input.bp3-intent-warning[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px #d9822b;
+              box-shadow:inset 0 0 0 1px #d9822b; }
+    .bp3-input.bp3-intent-warning:disabled, .bp3-input.bp3-intent-warning.bp3-disabled{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+    .bp3-dark .bp3-input.bp3-intent-warning{
+      -webkit-box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+      .bp3-dark .bp3-input.bp3-intent-warning:focus{
+        -webkit-box-shadow:0 0 0 1px #d9822b, 0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+                box-shadow:0 0 0 1px #d9822b, 0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+      .bp3-dark .bp3-input.bp3-intent-warning[readonly]{
+        -webkit-box-shadow:inset 0 0 0 1px #d9822b;
+                box-shadow:inset 0 0 0 1px #d9822b; }
+      .bp3-dark .bp3-input.bp3-intent-warning:disabled, .bp3-dark .bp3-input.bp3-intent-warning.bp3-disabled{
+        -webkit-box-shadow:none;
+                box-shadow:none; }
+  .bp3-input.bp3-intent-danger{
+    -webkit-box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input.bp3-intent-danger:focus{
+      -webkit-box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input.bp3-intent-danger[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px #db3737;
+              box-shadow:inset 0 0 0 1px #db3737; }
+    .bp3-input.bp3-intent-danger:disabled, .bp3-input.bp3-intent-danger.bp3-disabled{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+    .bp3-dark .bp3-input.bp3-intent-danger{
+      -webkit-box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+      .bp3-dark .bp3-input.bp3-intent-danger:focus{
+        -webkit-box-shadow:0 0 0 1px #db3737, 0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+                box-shadow:0 0 0 1px #db3737, 0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+      .bp3-dark .bp3-input.bp3-intent-danger[readonly]{
+        -webkit-box-shadow:inset 0 0 0 1px #db3737;
+                box-shadow:inset 0 0 0 1px #db3737; }
+      .bp3-dark .bp3-input.bp3-intent-danger:disabled, .bp3-dark .bp3-input.bp3-intent-danger.bp3-disabled{
+        -webkit-box-shadow:none;
+                box-shadow:none; }
+  .bp3-input::-ms-clear{
+    display:none; }
+textarea.bp3-input{
+  max-width:100%;
+  padding:10px; }
+  textarea.bp3-input, textarea.bp3-input.bp3-large, textarea.bp3-input.bp3-small{
+    height:auto;
+    line-height:inherit; }
+  textarea.bp3-input.bp3-small{
+    padding:8px; }
+  .bp3-dark textarea.bp3-input{
+    background:rgba(16, 22, 26, 0.3);
+    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+    color:#f5f8fa; }
+    .bp3-dark textarea.bp3-input::-webkit-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark textarea.bp3-input::-moz-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark textarea.bp3-input:-ms-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark textarea.bp3-input::-ms-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark textarea.bp3-input::placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark textarea.bp3-input:focus{
+      -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark textarea.bp3-input[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark textarea.bp3-input:disabled, .bp3-dark textarea.bp3-input.bp3-disabled{
+      background:rgba(57, 75, 89, 0.5);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(167, 182, 194, 0.6); }
+label.bp3-label{
+  display:block;
+  margin-bottom:15px;
+  margin-top:0; }
+  label.bp3-label .bp3-html-select,
+  label.bp3-label .bp3-input,
+  label.bp3-label .bp3-select,
+  label.bp3-label .bp3-slider,
+  label.bp3-label .bp3-popover-wrapper{
+    display:block;
+    margin-top:5px;
+    text-transform:none; }
+  label.bp3-label .bp3-button-group{
+    margin-top:5px; }
+  label.bp3-label .bp3-select select,
+  label.bp3-label .bp3-html-select select{
+    font-weight:400;
+    vertical-align:top;
+    width:100%; }
+  label.bp3-label.bp3-disabled,
+  label.bp3-label.bp3-disabled .bp3-text-muted{
+    color:rgba(92, 112, 128, 0.6); }
+  label.bp3-label.bp3-inline{
+    line-height:30px; }
+    label.bp3-label.bp3-inline .bp3-html-select,
+    label.bp3-label.bp3-inline .bp3-input,
+    label.bp3-label.bp3-inline .bp3-input-group,
+    label.bp3-label.bp3-inline .bp3-select,
+    label.bp3-label.bp3-inline .bp3-popover-wrapper{
+      display:inline-block;
+      margin:0 0 0 5px;
+      vertical-align:top; }
+    label.bp3-label.bp3-inline .bp3-button-group{
+      margin:0 0 0 5px; }
+    label.bp3-label.bp3-inline .bp3-input-group .bp3-input{
+      margin-left:0; }
+    label.bp3-label.bp3-inline.bp3-large{
+      line-height:40px; }
+  label.bp3-label:not(.bp3-inline) .bp3-popover-target{
+    display:block; }
+  .bp3-dark label.bp3-label{
+    color:#f5f8fa; }
+    .bp3-dark label.bp3-label.bp3-disabled,
+    .bp3-dark label.bp3-label.bp3-disabled .bp3-text-muted{
+      color:rgba(167, 182, 194, 0.6); }
+.bp3-numeric-input .bp3-button-group.bp3-vertical > .bp3-button{
+  -webkit-box-flex:1;
+      -ms-flex:1 1 14px;
+          flex:1 1 14px;
+  min-height:0;
+  padding:0;
+  width:30px; }
+  .bp3-numeric-input .bp3-button-group.bp3-vertical > .bp3-button:first-child{
+    border-radius:0 3px 0 0; }
+  .bp3-numeric-input .bp3-button-group.bp3-vertical > .bp3-button:last-child{
+    border-radius:0 0 3px 0; }
+
+.bp3-numeric-input .bp3-button-group.bp3-vertical:first-child > .bp3-button:first-child{
+  border-radius:3px 0 0 0; }
+
+.bp3-numeric-input .bp3-button-group.bp3-vertical:first-child > .bp3-button:last-child{
+  border-radius:0 0 0 3px; }
+
+.bp3-numeric-input.bp3-large .bp3-button-group.bp3-vertical > .bp3-button{
+  width:40px; }
+
+form{
+  display:block; }
+.bp3-html-select select,
+.bp3-select select{
+  display:-webkit-inline-box;
+  display:-ms-inline-flexbox;
+  display:inline-flex;
+  -webkit-box-orient:horizontal;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:row;
+          flex-direction:row;
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  border:none;
+  border-radius:3px;
+  cursor:pointer;
+  font-size:14px;
+  -webkit-box-pack:center;
+      -ms-flex-pack:center;
+          justify-content:center;
+  padding:5px 10px;
+  text-align:left;
+  vertical-align:middle;
+  background-color:#f5f8fa;
+  background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));
+  background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));
+  -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+          box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+  color:#182026;
+  -moz-appearance:none;
+  -webkit-appearance:none;
+  border-radius:3px;
+  height:30px;
+  padding:0 25px 0 10px;
+  width:100%; }
+  .bp3-html-select select > *, .bp3-select select > *{
+    -webkit-box-flex:0;
+        -ms-flex-positive:0;
+            flex-grow:0;
+    -ms-flex-negative:0;
+        flex-shrink:0; }
+  .bp3-html-select select > .bp3-fill, .bp3-select select > .bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex-positive:1;
+            flex-grow:1;
+    -ms-flex-negative:1;
+        flex-shrink:1; }
+  .bp3-html-select select::before,
+  .bp3-select select::before, .bp3-html-select select > *, .bp3-select select > *{
+    margin-right:7px; }
+  .bp3-html-select select:empty::before,
+  .bp3-select select:empty::before,
+  .bp3-html-select select > :last-child,
+  .bp3-select select > :last-child{
+    margin-right:0; }
+  .bp3-html-select select:hover,
+  .bp3-select select:hover{
+    background-clip:padding-box;
+    background-color:#ebf1f5;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
+  .bp3-html-select select:active,
+  .bp3-select select:active, .bp3-html-select select.bp3-active,
+  .bp3-select select.bp3-active{
+    background-color:#d8e1e8;
+    background-image:none;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+  .bp3-html-select select:disabled,
+  .bp3-select select:disabled, .bp3-html-select select.bp3-disabled,
+  .bp3-select select.bp3-disabled{
+    background-color:rgba(206, 217, 224, 0.5);
+    background-image:none;
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    color:rgba(92, 112, 128, 0.6);
+    cursor:not-allowed;
+    outline:none; }
+    .bp3-html-select select:disabled.bp3-active,
+    .bp3-select select:disabled.bp3-active, .bp3-html-select select:disabled.bp3-active:hover,
+    .bp3-select select:disabled.bp3-active:hover, .bp3-html-select select.bp3-disabled.bp3-active,
+    .bp3-select select.bp3-disabled.bp3-active, .bp3-html-select select.bp3-disabled.bp3-active:hover,
+    .bp3-select select.bp3-disabled.bp3-active:hover{
+      background:rgba(206, 217, 224, 0.7); }
+
+.bp3-html-select.bp3-minimal select,
+.bp3-select.bp3-minimal select{
+  background:none;
+  -webkit-box-shadow:none;
+          box-shadow:none; }
+  .bp3-html-select.bp3-minimal select:hover,
+  .bp3-select.bp3-minimal select:hover{
+    background:rgba(167, 182, 194, 0.3);
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    color:#182026;
+    text-decoration:none; }
+  .bp3-html-select.bp3-minimal select:active,
+  .bp3-select.bp3-minimal select:active, .bp3-html-select.bp3-minimal select.bp3-active,
+  .bp3-select.bp3-minimal select.bp3-active{
+    background:rgba(115, 134, 148, 0.3);
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    color:#182026; }
+  .bp3-html-select.bp3-minimal select:disabled,
+  .bp3-select.bp3-minimal select:disabled, .bp3-html-select.bp3-minimal select:disabled:hover,
+  .bp3-select.bp3-minimal select:disabled:hover, .bp3-html-select.bp3-minimal select.bp3-disabled,
+  .bp3-select.bp3-minimal select.bp3-disabled, .bp3-html-select.bp3-minimal select.bp3-disabled:hover,
+  .bp3-select.bp3-minimal select.bp3-disabled:hover{
+    background:none;
+    color:rgba(92, 112, 128, 0.6);
+    cursor:not-allowed; }
+    .bp3-html-select.bp3-minimal select:disabled.bp3-active,
+    .bp3-select.bp3-minimal select:disabled.bp3-active, .bp3-html-select.bp3-minimal select:disabled:hover.bp3-active,
+    .bp3-select.bp3-minimal select:disabled:hover.bp3-active, .bp3-html-select.bp3-minimal select.bp3-disabled.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-disabled:hover.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-disabled:hover.bp3-active{
+      background:rgba(115, 134, 148, 0.3); }
+  .bp3-dark .bp3-html-select.bp3-minimal select, .bp3-html-select.bp3-minimal .bp3-dark select,
+  .bp3-dark .bp3-select.bp3-minimal select, .bp3-select.bp3-minimal .bp3-dark select{
+    background:none;
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    color:inherit; }
+    .bp3-dark .bp3-html-select.bp3-minimal select:hover, .bp3-html-select.bp3-minimal .bp3-dark select:hover,
+    .bp3-dark .bp3-select.bp3-minimal select:hover, .bp3-select.bp3-minimal .bp3-dark select:hover, .bp3-dark .bp3-html-select.bp3-minimal select:active, .bp3-html-select.bp3-minimal .bp3-dark select:active,
+    .bp3-dark .bp3-select.bp3-minimal select:active, .bp3-select.bp3-minimal .bp3-dark select:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-active,
+    .bp3-dark .bp3-select.bp3-minimal select.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-active{
+      background:none;
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+    .bp3-dark .bp3-html-select.bp3-minimal select:hover, .bp3-html-select.bp3-minimal .bp3-dark select:hover,
+    .bp3-dark .bp3-select.bp3-minimal select:hover, .bp3-select.bp3-minimal .bp3-dark select:hover{
+      background:rgba(138, 155, 168, 0.15); }
+    .bp3-dark .bp3-html-select.bp3-minimal select:active, .bp3-html-select.bp3-minimal .bp3-dark select:active,
+    .bp3-dark .bp3-select.bp3-minimal select:active, .bp3-select.bp3-minimal .bp3-dark select:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-active,
+    .bp3-dark .bp3-select.bp3-minimal select.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-active{
+      background:rgba(138, 155, 168, 0.3);
+      color:#f5f8fa; }
+    .bp3-dark .bp3-html-select.bp3-minimal select:disabled, .bp3-html-select.bp3-minimal .bp3-dark select:disabled,
+    .bp3-dark .bp3-select.bp3-minimal select:disabled, .bp3-select.bp3-minimal .bp3-dark select:disabled, .bp3-dark .bp3-html-select.bp3-minimal select:disabled:hover, .bp3-html-select.bp3-minimal .bp3-dark select:disabled:hover,
+    .bp3-dark .bp3-select.bp3-minimal select:disabled:hover, .bp3-select.bp3-minimal .bp3-dark select:disabled:hover, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-disabled,
+    .bp3-dark .bp3-select.bp3-minimal select.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-disabled, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-disabled:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-disabled:hover,
+    .bp3-dark .bp3-select.bp3-minimal select.bp3-disabled:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-disabled:hover{
+      background:none;
+      color:rgba(167, 182, 194, 0.6);
+      cursor:not-allowed; }
+      .bp3-dark .bp3-html-select.bp3-minimal select:disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select:disabled.bp3-active,
+      .bp3-dark .bp3-select.bp3-minimal select:disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select:disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select:disabled:hover.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select:disabled:hover.bp3-active,
+      .bp3-dark .bp3-select.bp3-minimal select:disabled:hover.bp3-active, .bp3-select.bp3-minimal .bp3-dark select:disabled:hover.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-disabled.bp3-active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-disabled:hover.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-disabled:hover.bp3-active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-disabled:hover.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-disabled:hover.bp3-active{
+        background:rgba(138, 155, 168, 0.3); }
+  .bp3-html-select.bp3-minimal select.bp3-intent-primary,
+  .bp3-select.bp3-minimal select.bp3-intent-primary{
+    color:#106ba3; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-primary:hover,
+    .bp3-select.bp3-minimal select.bp3-intent-primary:hover, .bp3-html-select.bp3-minimal select.bp3-intent-primary:active,
+    .bp3-select.bp3-minimal select.bp3-intent-primary:active, .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-active{
+      background:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#106ba3; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-primary:hover,
+    .bp3-select.bp3-minimal select.bp3-intent-primary:hover{
+      background:rgba(19, 124, 189, 0.15);
+      color:#106ba3; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-primary:active,
+    .bp3-select.bp3-minimal select.bp3-intent-primary:active, .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-active{
+      background:rgba(19, 124, 189, 0.3);
+      color:#106ba3; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-primary:disabled,
+    .bp3-select.bp3-minimal select.bp3-intent-primary:disabled, .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-disabled,
+    .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-disabled{
+      background:none;
+      color:rgba(16, 107, 163, 0.5); }
+      .bp3-html-select.bp3-minimal select.bp3-intent-primary:disabled.bp3-active,
+      .bp3-select.bp3-minimal select.bp3-intent-primary:disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-disabled.bp3-active,
+      .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-disabled.bp3-active{
+        background:rgba(19, 124, 189, 0.3); }
+    .bp3-html-select.bp3-minimal select.bp3-intent-primary .bp3-button-spinner .bp3-spinner-head, .bp3-select.bp3-minimal select.bp3-intent-primary .bp3-button-spinner .bp3-spinner-head{
+      stroke:#106ba3; }
+    .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary,
+    .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary{
+      color:#48aff0; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary:hover,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary:hover{
+        background:rgba(19, 124, 189, 0.2);
+        color:#48aff0; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary:active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary:active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary:active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-active{
+        background:rgba(19, 124, 189, 0.3);
+        color:#48aff0; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary:disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary:disabled,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary:disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary:disabled, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-disabled,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-disabled{
+        background:none;
+        color:rgba(72, 175, 240, 0.5); }
+        .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary:disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary:disabled.bp3-active,
+        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary:disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary:disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-disabled.bp3-active,
+        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-disabled.bp3-active{
+          background:rgba(19, 124, 189, 0.3); }
+  .bp3-html-select.bp3-minimal select.bp3-intent-success,
+  .bp3-select.bp3-minimal select.bp3-intent-success{
+    color:#0d8050; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-success:hover,
+    .bp3-select.bp3-minimal select.bp3-intent-success:hover, .bp3-html-select.bp3-minimal select.bp3-intent-success:active,
+    .bp3-select.bp3-minimal select.bp3-intent-success:active, .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-intent-success.bp3-active{
+      background:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#0d8050; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-success:hover,
+    .bp3-select.bp3-minimal select.bp3-intent-success:hover{
+      background:rgba(15, 153, 96, 0.15);
+      color:#0d8050; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-success:active,
+    .bp3-select.bp3-minimal select.bp3-intent-success:active, .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-intent-success.bp3-active{
+      background:rgba(15, 153, 96, 0.3);
+      color:#0d8050; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-success:disabled,
+    .bp3-select.bp3-minimal select.bp3-intent-success:disabled, .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-disabled,
+    .bp3-select.bp3-minimal select.bp3-intent-success.bp3-disabled{
+      background:none;
+      color:rgba(13, 128, 80, 0.5); }
+      .bp3-html-select.bp3-minimal select.bp3-intent-success:disabled.bp3-active,
+      .bp3-select.bp3-minimal select.bp3-intent-success:disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-disabled.bp3-active,
+      .bp3-select.bp3-minimal select.bp3-intent-success.bp3-disabled.bp3-active{
+        background:rgba(15, 153, 96, 0.3); }
+    .bp3-html-select.bp3-minimal select.bp3-intent-success .bp3-button-spinner .bp3-spinner-head, .bp3-select.bp3-minimal select.bp3-intent-success .bp3-button-spinner .bp3-spinner-head{
+      stroke:#0d8050; }
+    .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success,
+    .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success{
+      color:#3dcc91; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success:hover,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success:hover{
+        background:rgba(15, 153, 96, 0.2);
+        color:#3dcc91; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success:active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success:active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success:active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-active{
+        background:rgba(15, 153, 96, 0.3);
+        color:#3dcc91; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success:disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success:disabled,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success:disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success:disabled, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-disabled,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-disabled{
+        background:none;
+        color:rgba(61, 204, 145, 0.5); }
+        .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success:disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success:disabled.bp3-active,
+        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success:disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success:disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-disabled.bp3-active,
+        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success.bp3-disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-disabled.bp3-active{
+          background:rgba(15, 153, 96, 0.3); }
+  .bp3-html-select.bp3-minimal select.bp3-intent-warning,
+  .bp3-select.bp3-minimal select.bp3-intent-warning{
+    color:#bf7326; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-warning:hover,
+    .bp3-select.bp3-minimal select.bp3-intent-warning:hover, .bp3-html-select.bp3-minimal select.bp3-intent-warning:active,
+    .bp3-select.bp3-minimal select.bp3-intent-warning:active, .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-active{
+      background:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#bf7326; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-warning:hover,
+    .bp3-select.bp3-minimal select.bp3-intent-warning:hover{
+      background:rgba(217, 130, 43, 0.15);
+      color:#bf7326; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-warning:active,
+    .bp3-select.bp3-minimal select.bp3-intent-warning:active, .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-active{
+      background:rgba(217, 130, 43, 0.3);
+      color:#bf7326; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-warning:disabled,
+    .bp3-select.bp3-minimal select.bp3-intent-warning:disabled, .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-disabled,
+    .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-disabled{
+      background:none;
+      color:rgba(191, 115, 38, 0.5); }
+      .bp3-html-select.bp3-minimal select.bp3-intent-warning:disabled.bp3-active,
+      .bp3-select.bp3-minimal select.bp3-intent-warning:disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-disabled.bp3-active,
+      .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-disabled.bp3-active{
+        background:rgba(217, 130, 43, 0.3); }
+    .bp3-html-select.bp3-minimal select.bp3-intent-warning .bp3-button-spinner .bp3-spinner-head, .bp3-select.bp3-minimal select.bp3-intent-warning .bp3-button-spinner .bp3-spinner-head{
+      stroke:#bf7326; }
+    .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning,
+    .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning{
+      color:#ffb366; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning:hover,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning:hover{
+        background:rgba(217, 130, 43, 0.2);
+        color:#ffb366; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning:active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning:active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning:active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-active{
+        background:rgba(217, 130, 43, 0.3);
+        color:#ffb366; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning:disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning:disabled,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning:disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning:disabled, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-disabled,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-disabled{
+        background:none;
+        color:rgba(255, 179, 102, 0.5); }
+        .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning:disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning:disabled.bp3-active,
+        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning:disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning:disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-disabled.bp3-active,
+        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-disabled.bp3-active{
+          background:rgba(217, 130, 43, 0.3); }
+  .bp3-html-select.bp3-minimal select.bp3-intent-danger,
+  .bp3-select.bp3-minimal select.bp3-intent-danger{
+    color:#c23030; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-danger:hover,
+    .bp3-select.bp3-minimal select.bp3-intent-danger:hover, .bp3-html-select.bp3-minimal select.bp3-intent-danger:active,
+    .bp3-select.bp3-minimal select.bp3-intent-danger:active, .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-active{
+      background:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#c23030; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-danger:hover,
+    .bp3-select.bp3-minimal select.bp3-intent-danger:hover{
+      background:rgba(219, 55, 55, 0.15);
+      color:#c23030; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-danger:active,
+    .bp3-select.bp3-minimal select.bp3-intent-danger:active, .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-active{
+      background:rgba(219, 55, 55, 0.3);
+      color:#c23030; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-danger:disabled,
+    .bp3-select.bp3-minimal select.bp3-intent-danger:disabled, .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-disabled,
+    .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-disabled{
+      background:none;
+      color:rgba(194, 48, 48, 0.5); }
+      .bp3-html-select.bp3-minimal select.bp3-intent-danger:disabled.bp3-active,
+      .bp3-select.bp3-minimal select.bp3-intent-danger:disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-disabled.bp3-active,
+      .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-disabled.bp3-active{
+        background:rgba(219, 55, 55, 0.3); }
+    .bp3-html-select.bp3-minimal select.bp3-intent-danger .bp3-button-spinner .bp3-spinner-head, .bp3-select.bp3-minimal select.bp3-intent-danger .bp3-button-spinner .bp3-spinner-head{
+      stroke:#c23030; }
+    .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger,
+    .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger{
+      color:#ff7373; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger:hover,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger:hover{
+        background:rgba(219, 55, 55, 0.2);
+        color:#ff7373; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger:active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger:active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger:active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-active{
+        background:rgba(219, 55, 55, 0.3);
+        color:#ff7373; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger:disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger:disabled,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger:disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger:disabled, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-disabled,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-disabled{
+        background:none;
+        color:rgba(255, 115, 115, 0.5); }
+        .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger:disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger:disabled.bp3-active,
+        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger:disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger:disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-disabled.bp3-active,
+        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-disabled.bp3-active{
+          background:rgba(219, 55, 55, 0.3); }
+
+.bp3-html-select.bp3-large select,
+.bp3-select.bp3-large select{
+  font-size:16px;
+  height:40px;
+  padding-right:35px; }
+
+.bp3-dark .bp3-html-select select, .bp3-dark .bp3-select select{
+  background-color:#394b59;
+  background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));
+  background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+  color:#f5f8fa; }
+  .bp3-dark .bp3-html-select select:hover, .bp3-dark .bp3-select select:hover, .bp3-dark .bp3-html-select select:active, .bp3-dark .bp3-select select:active, .bp3-dark .bp3-html-select select.bp3-active, .bp3-dark .bp3-select select.bp3-active{
+    color:#f5f8fa; }
+  .bp3-dark .bp3-html-select select:hover, .bp3-dark .bp3-select select:hover{
+    background-color:#30404d;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-html-select select:active, .bp3-dark .bp3-select select:active, .bp3-dark .bp3-html-select select.bp3-active, .bp3-dark .bp3-select select.bp3-active{
+    background-color:#202b33;
+    background-image:none;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+  .bp3-dark .bp3-html-select select:disabled, .bp3-dark .bp3-select select:disabled, .bp3-dark .bp3-html-select select.bp3-disabled, .bp3-dark .bp3-select select.bp3-disabled{
+    background-color:rgba(57, 75, 89, 0.5);
+    background-image:none;
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-html-select select:disabled.bp3-active, .bp3-dark .bp3-select select:disabled.bp3-active, .bp3-dark .bp3-html-select select.bp3-disabled.bp3-active, .bp3-dark .bp3-select select.bp3-disabled.bp3-active{
+      background:rgba(57, 75, 89, 0.7); }
+  .bp3-dark .bp3-html-select select .bp3-button-spinner .bp3-spinner-head, .bp3-dark .bp3-select select .bp3-button-spinner .bp3-spinner-head{
+    background:rgba(16, 22, 26, 0.5);
+    stroke:#8a9ba8; }
+
+.bp3-html-select select:disabled,
+.bp3-select select:disabled{
+  background-color:rgba(206, 217, 224, 0.5);
+  -webkit-box-shadow:none;
+          box-shadow:none;
+  color:rgba(92, 112, 128, 0.6);
+  cursor:not-allowed; }
+
+.bp3-html-select .bp3-icon,
+.bp3-select .bp3-icon, .bp3-select::after{
+  color:#5c7080;
+  pointer-events:none;
+  position:absolute;
+  right:7px;
+  top:7px; }
+  .bp3-html-select .bp3-disabled.bp3-icon,
+  .bp3-select .bp3-disabled.bp3-icon, .bp3-disabled.bp3-select::after{
+    color:rgba(92, 112, 128, 0.6); }
+.bp3-html-select,
+.bp3-select{
+  display:inline-block;
+  letter-spacing:normal;
+  position:relative;
+  vertical-align:middle; }
+  .bp3-html-select select::-ms-expand,
+  .bp3-select select::-ms-expand{
+    display:none; }
+  .bp3-html-select .bp3-icon,
+  .bp3-select .bp3-icon{
+    color:#5c7080; }
+    .bp3-html-select .bp3-icon:hover,
+    .bp3-select .bp3-icon:hover{
+      color:#182026; }
+    .bp3-dark .bp3-html-select .bp3-icon, .bp3-dark
+    .bp3-select .bp3-icon{
+      color:#a7b6c2; }
+      .bp3-dark .bp3-html-select .bp3-icon:hover, .bp3-dark
+      .bp3-select .bp3-icon:hover{
+        color:#f5f8fa; }
+  .bp3-html-select.bp3-large::after,
+  .bp3-html-select.bp3-large .bp3-icon,
+  .bp3-select.bp3-large::after,
+  .bp3-select.bp3-large .bp3-icon{
+    right:12px;
+    top:12px; }
+  .bp3-html-select.bp3-fill,
+  .bp3-html-select.bp3-fill select,
+  .bp3-select.bp3-fill,
+  .bp3-select.bp3-fill select{
+    width:100%; }
+  .bp3-dark .bp3-html-select option, .bp3-dark
+  .bp3-select option{
+    background-color:#30404d;
+    color:#f5f8fa; }
+  .bp3-dark .bp3-html-select option:disabled, .bp3-dark
+  .bp3-select option:disabled{
+    color:rgba(167, 182, 194, 0.6); }
+  .bp3-dark .bp3-html-select::after, .bp3-dark
+  .bp3-select::after{
+    color:#a7b6c2; }
+
+.bp3-select::after{
+  font-family:"Icons16", sans-serif;
+  font-size:16px;
+  font-style:normal;
+  font-weight:400;
+  line-height:1;
+  -moz-osx-font-smoothing:grayscale;
+  -webkit-font-smoothing:antialiased;
+  content:""; }
+.bp3-running-text table, table.bp3-html-table{
+  border-spacing:0;
+  font-size:14px; }
+  .bp3-running-text table th, table.bp3-html-table th,
+  .bp3-running-text table td,
+  table.bp3-html-table td{
+    padding:11px;
+    text-align:left;
+    vertical-align:top; }
+  .bp3-running-text table th, table.bp3-html-table th{
+    color:#182026;
+    font-weight:600; }
+  
+  .bp3-running-text table td,
+  table.bp3-html-table td{
+    color:#182026; }
+  .bp3-running-text table tbody tr:first-child th, table.bp3-html-table tbody tr:first-child th,
+  .bp3-running-text table tbody tr:first-child td,
+  table.bp3-html-table tbody tr:first-child td,
+  .bp3-running-text table tfoot tr:first-child th,
+  table.bp3-html-table tfoot tr:first-child th,
+  .bp3-running-text table tfoot tr:first-child td,
+  table.bp3-html-table tfoot tr:first-child td{
+    -webkit-box-shadow:inset 0 1px 0 0 rgba(16, 22, 26, 0.15);
+            box-shadow:inset 0 1px 0 0 rgba(16, 22, 26, 0.15); }
+  .bp3-dark .bp3-running-text table th, .bp3-running-text .bp3-dark table th, .bp3-dark table.bp3-html-table th{
+    color:#f5f8fa; }
+  .bp3-dark .bp3-running-text table td, .bp3-running-text .bp3-dark table td, .bp3-dark table.bp3-html-table td{
+    color:#f5f8fa; }
+  .bp3-dark .bp3-running-text table tbody tr:first-child th, .bp3-running-text .bp3-dark table tbody tr:first-child th, .bp3-dark table.bp3-html-table tbody tr:first-child th,
+  .bp3-dark .bp3-running-text table tbody tr:first-child td,
+  .bp3-running-text .bp3-dark table tbody tr:first-child td,
+  .bp3-dark table.bp3-html-table tbody tr:first-child td,
+  .bp3-dark .bp3-running-text table tfoot tr:first-child th,
+  .bp3-running-text .bp3-dark table tfoot tr:first-child th,
+  .bp3-dark table.bp3-html-table tfoot tr:first-child th,
+  .bp3-dark .bp3-running-text table tfoot tr:first-child td,
+  .bp3-running-text .bp3-dark table tfoot tr:first-child td,
+  .bp3-dark table.bp3-html-table tfoot tr:first-child td{
+    -webkit-box-shadow:inset 0 1px 0 0 rgba(255, 255, 255, 0.15);
+            box-shadow:inset 0 1px 0 0 rgba(255, 255, 255, 0.15); }
+
+table.bp3-html-table.bp3-html-table-condensed th,
+table.bp3-html-table.bp3-html-table-condensed td, table.bp3-html-table.bp3-small th,
+table.bp3-html-table.bp3-small td{
+  padding-bottom:6px;
+  padding-top:6px; }
+
+table.bp3-html-table.bp3-html-table-striped tbody tr:nth-child(odd) td{
+  background:rgba(191, 204, 214, 0.15); }
+
+table.bp3-html-table.bp3-html-table-bordered th:not(:first-child){
+  -webkit-box-shadow:inset 1px 0 0 0 rgba(16, 22, 26, 0.15);
+          box-shadow:inset 1px 0 0 0 rgba(16, 22, 26, 0.15); }
+
+table.bp3-html-table.bp3-html-table-bordered tbody tr td,
+table.bp3-html-table.bp3-html-table-bordered tfoot tr td{
+  -webkit-box-shadow:inset 0 1px 0 0 rgba(16, 22, 26, 0.15);
+          box-shadow:inset 0 1px 0 0 rgba(16, 22, 26, 0.15); }
+  table.bp3-html-table.bp3-html-table-bordered tbody tr td:not(:first-child),
+  table.bp3-html-table.bp3-html-table-bordered tfoot tr td:not(:first-child){
+    -webkit-box-shadow:inset 1px 1px 0 0 rgba(16, 22, 26, 0.15);
+            box-shadow:inset 1px 1px 0 0 rgba(16, 22, 26, 0.15); }
+
+table.bp3-html-table.bp3-html-table-bordered.bp3-html-table-striped tbody tr:not(:first-child) td{
+  -webkit-box-shadow:none;
+          box-shadow:none; }
+  table.bp3-html-table.bp3-html-table-bordered.bp3-html-table-striped tbody tr:not(:first-child) td:not(:first-child){
+    -webkit-box-shadow:inset 1px 0 0 0 rgba(16, 22, 26, 0.15);
+            box-shadow:inset 1px 0 0 0 rgba(16, 22, 26, 0.15); }
+
+table.bp3-html-table.bp3-interactive tbody tr:hover td{
+  background-color:rgba(191, 204, 214, 0.3);
+  cursor:pointer; }
+
+table.bp3-html-table.bp3-interactive tbody tr:active td{
+  background-color:rgba(191, 204, 214, 0.4); }
+
+.bp3-dark table.bp3-html-table{ }
+  .bp3-dark table.bp3-html-table.bp3-html-table-striped tbody tr:nth-child(odd) td{
+    background:rgba(92, 112, 128, 0.15); }
+  .bp3-dark table.bp3-html-table.bp3-html-table-bordered th:not(:first-child){
+    -webkit-box-shadow:inset 1px 0 0 0 rgba(255, 255, 255, 0.15);
+            box-shadow:inset 1px 0 0 0 rgba(255, 255, 255, 0.15); }
+  .bp3-dark table.bp3-html-table.bp3-html-table-bordered tbody tr td,
+  .bp3-dark table.bp3-html-table.bp3-html-table-bordered tfoot tr td{
+    -webkit-box-shadow:inset 0 1px 0 0 rgba(255, 255, 255, 0.15);
+            box-shadow:inset 0 1px 0 0 rgba(255, 255, 255, 0.15); }
+    .bp3-dark table.bp3-html-table.bp3-html-table-bordered tbody tr td:not(:first-child),
+    .bp3-dark table.bp3-html-table.bp3-html-table-bordered tfoot tr td:not(:first-child){
+      -webkit-box-shadow:inset 1px 1px 0 0 rgba(255, 255, 255, 0.15);
+              box-shadow:inset 1px 1px 0 0 rgba(255, 255, 255, 0.15); }
+  .bp3-dark table.bp3-html-table.bp3-html-table-bordered.bp3-html-table-striped tbody tr:not(:first-child) td{
+    -webkit-box-shadow:inset 1px 0 0 0 rgba(255, 255, 255, 0.15);
+            box-shadow:inset 1px 0 0 0 rgba(255, 255, 255, 0.15); }
+    .bp3-dark table.bp3-html-table.bp3-html-table-bordered.bp3-html-table-striped tbody tr:not(:first-child) td:first-child{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+  .bp3-dark table.bp3-html-table.bp3-interactive tbody tr:hover td{
+    background-color:rgba(92, 112, 128, 0.3);
+    cursor:pointer; }
+  .bp3-dark table.bp3-html-table.bp3-interactive tbody tr:active td{
+    background-color:rgba(92, 112, 128, 0.4); }
+
+.bp3-key-combo{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:horizontal;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:row;
+          flex-direction:row;
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center; }
+  .bp3-key-combo > *{
+    -webkit-box-flex:0;
+        -ms-flex-positive:0;
+            flex-grow:0;
+    -ms-flex-negative:0;
+        flex-shrink:0; }
+  .bp3-key-combo > .bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex-positive:1;
+            flex-grow:1;
+    -ms-flex-negative:1;
+        flex-shrink:1; }
+  .bp3-key-combo::before,
+  .bp3-key-combo > *{
+    margin-right:5px; }
+  .bp3-key-combo:empty::before,
+  .bp3-key-combo > :last-child{
+    margin-right:0; }
+
+.bp3-hotkey-dialog{
+  padding-bottom:0;
+  top:40px; }
+  .bp3-hotkey-dialog .bp3-dialog-body{
+    margin:0;
+    padding:0; }
+  .bp3-hotkey-dialog .bp3-hotkey-label{
+    -webkit-box-flex:1;
+        -ms-flex-positive:1;
+            flex-grow:1; }
+
+.bp3-hotkey-column{
+  margin:auto;
+  max-height:80vh;
+  overflow-y:auto;
+  padding:30px; }
+  .bp3-hotkey-column .bp3-heading{
+    margin-bottom:20px; }
+    .bp3-hotkey-column .bp3-heading:not(:first-child){
+      margin-top:40px; }
+
+.bp3-hotkey{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-pack:justify;
+      -ms-flex-pack:justify;
+          justify-content:space-between;
+  margin-left:0;
+  margin-right:0; }
+  .bp3-hotkey:not(:last-child){
+    margin-bottom:10px; }
+.bp3-icon{
+  display:inline-block;
+  -webkit-box-flex:0;
+      -ms-flex:0 0 auto;
+          flex:0 0 auto;
+  vertical-align:text-bottom; }
+  .bp3-icon:not(:empty)::before{
+    content:"" !important;
+    content:unset !important; }
+  .bp3-icon > svg{
+    display:block; }
+    .bp3-icon > svg:not([fill]){
+      fill:currentColor; }
+
+.bp3-icon.bp3-intent-primary, .bp3-icon-standard.bp3-intent-primary, .bp3-icon-large.bp3-intent-primary{
+  color:#106ba3; }
+  .bp3-dark .bp3-icon.bp3-intent-primary, .bp3-dark .bp3-icon-standard.bp3-intent-primary, .bp3-dark .bp3-icon-large.bp3-intent-primary{
+    color:#48aff0; }
+
+.bp3-icon.bp3-intent-success, .bp3-icon-standard.bp3-intent-success, .bp3-icon-large.bp3-intent-success{
+  color:#0d8050; }
+  .bp3-dark .bp3-icon.bp3-intent-success, .bp3-dark .bp3-icon-standard.bp3-intent-success, .bp3-dark .bp3-icon-large.bp3-intent-success{
+    color:#3dcc91; }
+
+.bp3-icon.bp3-intent-warning, .bp3-icon-standard.bp3-intent-warning, .bp3-icon-large.bp3-intent-warning{
+  color:#bf7326; }
+  .bp3-dark .bp3-icon.bp3-intent-warning, .bp3-dark .bp3-icon-standard.bp3-intent-warning, .bp3-dark .bp3-icon-large.bp3-intent-warning{
+    color:#ffb366; }
+
+.bp3-icon.bp3-intent-danger, .bp3-icon-standard.bp3-intent-danger, .bp3-icon-large.bp3-intent-danger{
+  color:#c23030; }
+  .bp3-dark .bp3-icon.bp3-intent-danger, .bp3-dark .bp3-icon-standard.bp3-intent-danger, .bp3-dark .bp3-icon-large.bp3-intent-danger{
+    color:#ff7373; }
+
+span.bp3-icon-standard{
+  font-family:"Icons16", sans-serif;
+  font-size:16px;
+  font-style:normal;
+  font-weight:400;
+  line-height:1;
+  -moz-osx-font-smoothing:grayscale;
+  -webkit-font-smoothing:antialiased;
+  display:inline-block; }
+
+span.bp3-icon-large{
+  font-family:"Icons20", sans-serif;
+  font-size:20px;
+  font-style:normal;
+  font-weight:400;
+  line-height:1;
+  -moz-osx-font-smoothing:grayscale;
+  -webkit-font-smoothing:antialiased;
+  display:inline-block; }
+
+span.bp3-icon:empty{
+  font-family:"Icons20";
+  font-size:inherit;
+  font-style:normal;
+  font-weight:400;
+  line-height:1; }
+  span.bp3-icon:empty::before{
+    -moz-osx-font-smoothing:grayscale;
+    -webkit-font-smoothing:antialiased; }
+
+.bp3-icon-add::before{
+  content:""; }
+
+.bp3-icon-add-column-left::before{
+  content:""; }
+
+.bp3-icon-add-column-right::before{
+  content:""; }
+
+.bp3-icon-add-row-bottom::before{
+  content:""; }
+
+.bp3-icon-add-row-top::before{
+  content:""; }
+
+.bp3-icon-add-to-artifact::before{
+  content:""; }
+
+.bp3-icon-add-to-folder::before{
+  content:""; }
+
+.bp3-icon-airplane::before{
+  content:""; }
+
+.bp3-icon-align-center::before{
+  content:""; }
+
+.bp3-icon-align-justify::before{
+  content:""; }
+
+.bp3-icon-align-left::before{
+  content:""; }
+
+.bp3-icon-align-right::before{
+  content:""; }
+
+.bp3-icon-alignment-bottom::before{
+  content:""; }
+
+.bp3-icon-alignment-horizontal-center::before{
+  content:""; }
+
+.bp3-icon-alignment-left::before{
+  content:""; }
+
+.bp3-icon-alignment-right::before{
+  content:""; }
+
+.bp3-icon-alignment-top::before{
+  content:""; }
+
+.bp3-icon-alignment-vertical-center::before{
+  content:""; }
+
+.bp3-icon-annotation::before{
+  content:""; }
+
+.bp3-icon-application::before{
+  content:""; }
+
+.bp3-icon-applications::before{
+  content:""; }
+
+.bp3-icon-archive::before{
+  content:""; }
+
+.bp3-icon-arrow-bottom-left::before{
+  content:"↙"; }
+
+.bp3-icon-arrow-bottom-right::before{
+  content:"↘"; }
+
+.bp3-icon-arrow-down::before{
+  content:"↓"; }
+
+.bp3-icon-arrow-left::before{
+  content:"←"; }
+
+.bp3-icon-arrow-right::before{
+  content:"→"; }
+
+.bp3-icon-arrow-top-left::before{
+  content:"↖"; }
+
+.bp3-icon-arrow-top-right::before{
+  content:"↗"; }
+
+.bp3-icon-arrow-up::before{
+  content:"↑"; }
+
+.bp3-icon-arrows-horizontal::before{
+  content:"↔"; }
+
+.bp3-icon-arrows-vertical::before{
+  content:"↕"; }
+
+.bp3-icon-asterisk::before{
+  content:"*"; }
+
+.bp3-icon-automatic-updates::before{
+  content:""; }
+
+.bp3-icon-badge::before{
+  content:""; }
+
+.bp3-icon-ban-circle::before{
+  content:""; }
+
+.bp3-icon-bank-account::before{
+  content:""; }
+
+.bp3-icon-barcode::before{
+  content:""; }
+
+.bp3-icon-blank::before{
+  content:""; }
+
+.bp3-icon-blocked-person::before{
+  content:""; }
+
+.bp3-icon-bold::before{
+  content:""; }
+
+.bp3-icon-book::before{
+  content:""; }
+
+.bp3-icon-bookmark::before{
+  content:""; }
+
+.bp3-icon-box::before{
+  content:""; }
+
+.bp3-icon-briefcase::before{
+  content:""; }
+
+.bp3-icon-bring-data::before{
+  content:""; }
+
+.bp3-icon-build::before{
+  content:""; }
+
+.bp3-icon-calculator::before{
+  content:""; }
+
+.bp3-icon-calendar::before{
+  content:""; }
+
+.bp3-icon-camera::before{
+  content:""; }
+
+.bp3-icon-caret-down::before{
+  content:"⌄"; }
+
+.bp3-icon-caret-left::before{
+  content:"〈"; }
+
+.bp3-icon-caret-right::before{
+  content:"〉"; }
+
+.bp3-icon-caret-up::before{
+  content:"⌃"; }
+
+.bp3-icon-cell-tower::before{
+  content:""; }
+
+.bp3-icon-changes::before{
+  content:""; }
+
+.bp3-icon-chart::before{
+  content:""; }
+
+.bp3-icon-chat::before{
+  content:""; }
+
+.bp3-icon-chevron-backward::before{
+  content:""; }
+
+.bp3-icon-chevron-down::before{
+  content:""; }
+
+.bp3-icon-chevron-forward::before{
+  content:""; }
+
+.bp3-icon-chevron-left::before{
+  content:""; }
+
+.bp3-icon-chevron-right::before{
+  content:""; }
+
+.bp3-icon-chevron-up::before{
+  content:""; }
+
+.bp3-icon-circle::before{
+  content:""; }
+
+.bp3-icon-circle-arrow-down::before{
+  content:""; }
+
+.bp3-icon-circle-arrow-left::before{
+  content:""; }
+
+.bp3-icon-circle-arrow-right::before{
+  content:""; }
+
+.bp3-icon-circle-arrow-up::before{
+  content:""; }
+
+.bp3-icon-citation::before{
+  content:""; }
+
+.bp3-icon-clean::before{
+  content:""; }
+
+.bp3-icon-clipboard::before{
+  content:""; }
+
+.bp3-icon-cloud::before{
+  content:"☁"; }
+
+.bp3-icon-cloud-download::before{
+  content:""; }
+
+.bp3-icon-cloud-upload::before{
+  content:""; }
+
+.bp3-icon-code::before{
+  content:""; }
+
+.bp3-icon-code-block::before{
+  content:""; }
+
+.bp3-icon-cog::before{
+  content:""; }
+
+.bp3-icon-collapse-all::before{
+  content:""; }
+
+.bp3-icon-column-layout::before{
+  content:""; }
+
+.bp3-icon-comment::before{
+  content:""; }
+
+.bp3-icon-comparison::before{
+  content:""; }
+
+.bp3-icon-compass::before{
+  content:""; }
+
+.bp3-icon-compressed::before{
+  content:""; }
+
+.bp3-icon-confirm::before{
+  content:""; }
+
+.bp3-icon-console::before{
+  content:""; }
+
+.bp3-icon-contrast::before{
+  content:""; }
+
+.bp3-icon-control::before{
+  content:""; }
+
+.bp3-icon-credit-card::before{
+  content:""; }
+
+.bp3-icon-cross::before{
+  content:"✗"; }
+
+.bp3-icon-crown::before{
+  content:""; }
+
+.bp3-icon-cube::before{
+  content:""; }
+
+.bp3-icon-cube-add::before{
+  content:""; }
+
+.bp3-icon-cube-remove::before{
+  content:""; }
+
+.bp3-icon-curved-range-chart::before{
+  content:""; }
+
+.bp3-icon-cut::before{
+  content:""; }
+
+.bp3-icon-dashboard::before{
+  content:""; }
+
+.bp3-icon-data-lineage::before{
+  content:""; }
+
+.bp3-icon-database::before{
+  content:""; }
+
+.bp3-icon-delete::before{
+  content:""; }
+
+.bp3-icon-delta::before{
+  content:"Δ"; }
+
+.bp3-icon-derive-column::before{
+  content:""; }
+
+.bp3-icon-desktop::before{
+  content:""; }
+
+.bp3-icon-diagnosis::before{
+  content:""; }
+
+.bp3-icon-diagram-tree::before{
+  content:""; }
+
+.bp3-icon-direction-left::before{
+  content:""; }
+
+.bp3-icon-direction-right::before{
+  content:""; }
+
+.bp3-icon-disable::before{
+  content:""; }
+
+.bp3-icon-document::before{
+  content:""; }
+
+.bp3-icon-document-open::before{
+  content:""; }
+
+.bp3-icon-document-share::before{
+  content:""; }
+
+.bp3-icon-dollar::before{
+  content:"$"; }
+
+.bp3-icon-dot::before{
+  content:"•"; }
+
+.bp3-icon-double-caret-horizontal::before{
+  content:""; }
+
+.bp3-icon-double-caret-vertical::before{
+  content:""; }
+
+.bp3-icon-double-chevron-down::before{
+  content:""; }
+
+.bp3-icon-double-chevron-left::before{
+  content:""; }
+
+.bp3-icon-double-chevron-right::before{
+  content:""; }
+
+.bp3-icon-double-chevron-up::before{
+  content:""; }
+
+.bp3-icon-doughnut-chart::before{
+  content:""; }
+
+.bp3-icon-download::before{
+  content:""; }
+
+.bp3-icon-drag-handle-horizontal::before{
+  content:""; }
+
+.bp3-icon-drag-handle-vertical::before{
+  content:""; }
+
+.bp3-icon-draw::before{
+  content:""; }
+
+.bp3-icon-drive-time::before{
+  content:""; }
+
+.bp3-icon-duplicate::before{
+  content:""; }
+
+.bp3-icon-edit::before{
+  content:"✎"; }
+
+.bp3-icon-eject::before{
+  content:"⏏"; }
+
+.bp3-icon-endorsed::before{
+  content:""; }
+
+.bp3-icon-envelope::before{
+  content:"✉"; }
+
+.bp3-icon-equals::before{
+  content:""; }
+
+.bp3-icon-eraser::before{
+  content:""; }
+
+.bp3-icon-error::before{
+  content:""; }
+
+.bp3-icon-euro::before{
+  content:"€"; }
+
+.bp3-icon-exchange::before{
+  content:""; }
+
+.bp3-icon-exclude-row::before{
+  content:""; }
+
+.bp3-icon-expand-all::before{
+  content:""; }
+
+.bp3-icon-export::before{
+  content:""; }
+
+.bp3-icon-eye-off::before{
+  content:""; }
+
+.bp3-icon-eye-on::before{
+  content:""; }
+
+.bp3-icon-eye-open::before{
+  content:""; }
+
+.bp3-icon-fast-backward::before{
+  content:""; }
+
+.bp3-icon-fast-forward::before{
+  content:""; }
+
+.bp3-icon-feed::before{
+  content:""; }
+
+.bp3-icon-feed-subscribed::before{
+  content:""; }
+
+.bp3-icon-film::before{
+  content:""; }
+
+.bp3-icon-filter::before{
+  content:""; }
+
+.bp3-icon-filter-keep::before{
+  content:""; }
+
+.bp3-icon-filter-list::before{
+  content:""; }
+
+.bp3-icon-filter-open::before{
+  content:""; }
+
+.bp3-icon-filter-remove::before{
+  content:""; }
+
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+.bp3-icon-flame::before{
+  content:""; }
+
+.bp3-icon-flash::before{
+  content:""; }
+
+.bp3-icon-floppy-disk::before{
+  content:""; }
+
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+.bp3-icon-flow-review::before{
+  content:""; }
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+.bp3-icon-flow-review-branch::before{
+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+.bp3-icon-folder-shared-open::before{
+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
+
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+  content:""; }
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+  content:""; }
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+  content:""; }
+
+.bp3-icon-git-commit::before{
+  content:""; }
+
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+  content:""; }
+
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+  content:""; }
+
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+  content:""; }
+
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+  content:""; }
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+  content:""; }
+
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
+
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
+
+.bp3-icon-heart::before{
+  content:"♥"; }
+
+.bp3-icon-heart-broken::before{
+  content:""; }
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+  content:""; }
+
+.bp3-icon-heatmap::before{
+  content:""; }
+
+.bp3-icon-help::before{
+  content:"?"; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:"⌂"; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:"ℹ"; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:""; }
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+  content:"☰"; }
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+  content:""; }
+
+.bp3-icon-list-detail-view::before{
+  content:""; }
+
+.bp3-icon-locate::before{
+  content:""; }
+
+.bp3-icon-lock::before{
+  content:""; }
+
+.bp3-icon-log-in::before{
+  content:""; }
+
+.bp3-icon-log-out::before{
+  content:""; }
+
+.bp3-icon-manual::before{
+  content:""; }
+
+.bp3-icon-manually-entered-data::before{
+  content:""; }
+
+.bp3-icon-map::before{
+  content:""; }
+
+.bp3-icon-map-create::before{
+  content:""; }
+
+.bp3-icon-map-marker::before{
+  content:""; }
+
+.bp3-icon-maximize::before{
+  content:""; }
+
+.bp3-icon-media::before{
+  content:""; }
+
+.bp3-icon-menu::before{
+  content:""; }
+
+.bp3-icon-menu-closed::before{
+  content:""; }
+
+.bp3-icon-menu-open::before{
+  content:""; }
+
+.bp3-icon-merge-columns::before{
+  content:""; }
+
+.bp3-icon-merge-links::before{
+  content:""; }
+
+.bp3-icon-minimize::before{
+  content:""; }
+
+.bp3-icon-minus::before{
+  content:"−"; }
+
+.bp3-icon-mobile-phone::before{
+  content:""; }
+
+.bp3-icon-mobile-video::before{
+  content:""; }
+
+.bp3-icon-moon::before{
+  content:""; }
+
+.bp3-icon-more::before{
+  content:""; }
+
+.bp3-icon-mountain::before{
+  content:""; }
+
+.bp3-icon-move::before{
+  content:""; }
+
+.bp3-icon-mugshot::before{
+  content:""; }
+
+.bp3-icon-multi-select::before{
+  content:""; }
+
+.bp3-icon-music::before{
+  content:""; }
+
+.bp3-icon-new-drawing::before{
+  content:""; }
+
+.bp3-icon-new-grid-item::before{
+  content:""; }
+
+.bp3-icon-new-layer::before{
+  content:""; }
+
+.bp3-icon-new-layers::before{
+  content:""; }
+
+.bp3-icon-new-link::before{
+  content:""; }
+
+.bp3-icon-new-object::before{
+  content:""; }
+
+.bp3-icon-new-person::before{
+  content:""; }
+
+.bp3-icon-new-prescription::before{
+  content:""; }
+
+.bp3-icon-new-text-box::before{
+  content:""; }
+
+.bp3-icon-ninja::before{
+  content:""; }
+
+.bp3-icon-not-equal-to::before{
+  content:""; }
+
+.bp3-icon-notifications::before{
+  content:""; }
+
+.bp3-icon-notifications-updated::before{
+  content:""; }
+
+.bp3-icon-numbered-list::before{
+  content:""; }
+
+.bp3-icon-numerical::before{
+  content:""; }
+
+.bp3-icon-office::before{
+  content:""; }
+
+.bp3-icon-offline::before{
+  content:""; }
+
+.bp3-icon-oil-field::before{
+  content:""; }
+
+.bp3-icon-one-column::before{
+  content:""; }
+
+.bp3-icon-outdated::before{
+  content:""; }
+
+.bp3-icon-page-layout::before{
+  content:""; }
+
+.bp3-icon-panel-stats::before{
+  content:""; }
+
+.bp3-icon-panel-table::before{
+  content:""; }
+
+.bp3-icon-paperclip::before{
+  content:""; }
+
+.bp3-icon-paragraph::before{
+  content:""; }
+
+.bp3-icon-path::before{
+  content:""; }
+
+.bp3-icon-path-search::before{
+  content:""; }
+
+.bp3-icon-pause::before{
+  content:""; }
+
+.bp3-icon-people::before{
+  content:""; }
+
+.bp3-icon-percentage::before{
+  content:""; }
+
+.bp3-icon-person::before{
+  content:""; }
+
+.bp3-icon-phone::before{
+  content:"☎"; }
+
+.bp3-icon-pie-chart::before{
+  content:""; }
+
+.bp3-icon-pin::before{
+  content:""; }
+
+.bp3-icon-pivot::before{
+  content:""; }
+
+.bp3-icon-pivot-table::before{
+  content:""; }
+
+.bp3-icon-play::before{
+  content:""; }
+
+.bp3-icon-plus::before{
+  content:"+"; }
+
+.bp3-icon-polygon-filter::before{
+  content:""; }
+
+.bp3-icon-power::before{
+  content:""; }
+
+.bp3-icon-predictive-analysis::before{
+  content:""; }
+
+.bp3-icon-prescription::before{
+  content:""; }
+
+.bp3-icon-presentation::before{
+  content:""; }
+
+.bp3-icon-print::before{
+  content:"⎙"; }
+
+.bp3-icon-projects::before{
+  content:""; }
+
+.bp3-icon-properties::before{
+  content:""; }
+
+.bp3-icon-property::before{
+  content:""; }
+
+.bp3-icon-publish-function::before{
+  content:""; }
+
+.bp3-icon-pulse::before{
+  content:""; }
+
+.bp3-icon-random::before{
+  content:""; }
+
+.bp3-icon-record::before{
+  content:""; }
+
+.bp3-icon-redo::before{
+  content:""; }
+
+.bp3-icon-refresh::before{
+  content:""; }
+
+.bp3-icon-regression-chart::before{
+  content:""; }
+
+.bp3-icon-remove::before{
+  content:""; }
+
+.bp3-icon-remove-column::before{
+  content:""; }
+
+.bp3-icon-remove-column-left::before{
+  content:""; }
+
+.bp3-icon-remove-column-right::before{
+  content:""; }
+
+.bp3-icon-remove-row-bottom::before{
+  content:""; }
+
+.bp3-icon-remove-row-top::before{
+  content:""; }
+
+.bp3-icon-repeat::before{
+  content:""; }
+
+.bp3-icon-reset::before{
+  content:""; }
+
+.bp3-icon-resolve::before{
+  content:""; }
+
+.bp3-icon-rig::before{
+  content:""; }
+
+.bp3-icon-right-join::before{
+  content:""; }
+
+.bp3-icon-ring::before{
+  content:""; }
+
+.bp3-icon-rotate-document::before{
+  content:""; }
+
+.bp3-icon-rotate-page::before{
+  content:""; }
+
+.bp3-icon-satellite::before{
+  content:""; }
+
+.bp3-icon-saved::before{
+  content:""; }
+
+.bp3-icon-scatter-plot::before{
+  content:""; }
+
+.bp3-icon-search::before{
+  content:""; }
+
+.bp3-icon-search-around::before{
+  content:""; }
+
+.bp3-icon-search-template::before{
+  content:""; }
+
+.bp3-icon-search-text::before{
+  content:""; }
+
+.bp3-icon-segmented-control::before{
+  content:""; }
+
+.bp3-icon-select::before{
+  content:""; }
+
+.bp3-icon-selection::before{
+  content:"⦿"; }
+
+.bp3-icon-send-to::before{
+  content:""; }
+
+.bp3-icon-send-to-graph::before{
+  content:""; }
+
+.bp3-icon-send-to-map::before{
+  content:""; }
+
+.bp3-icon-series-add::before{
+  content:""; }
+
+.bp3-icon-series-configuration::before{
+  content:""; }
+
+.bp3-icon-series-derived::before{
+  content:""; }
+
+.bp3-icon-series-filtered::before{
+  content:""; }
+
+.bp3-icon-series-search::before{
+  content:""; }
+
+.bp3-icon-settings::before{
+  content:""; }
+
+.bp3-icon-share::before{
+  content:""; }
+
+.bp3-icon-shield::before{
+  content:""; }
+
+.bp3-icon-shop::before{
+  content:""; }
+
+.bp3-icon-shopping-cart::before{
+  content:""; }
+
+.bp3-icon-signal-search::before{
+  content:""; }
+
+.bp3-icon-sim-card::before{
+  content:""; }
+
+.bp3-icon-slash::before{
+  content:""; }
+
+.bp3-icon-small-cross::before{
+  content:""; }
+
+.bp3-icon-small-minus::before{
+  content:""; }
+
+.bp3-icon-small-plus::before{
+  content:""; }
+
+.bp3-icon-small-tick::before{
+  content:""; }
+
+.bp3-icon-snowflake::before{
+  content:""; }
+
+.bp3-icon-social-media::before{
+  content:""; }
+
+.bp3-icon-sort::before{
+  content:""; }
+
+.bp3-icon-sort-alphabetical::before{
+  content:""; }
+
+.bp3-icon-sort-alphabetical-desc::before{
+  content:""; }
+
+.bp3-icon-sort-asc::before{
+  content:""; }
+
+.bp3-icon-sort-desc::before{
+  content:""; }
+
+.bp3-icon-sort-numerical::before{
+  content:""; }
+
+.bp3-icon-sort-numerical-desc::before{
+  content:""; }
+
+.bp3-icon-split-columns::before{
+  content:""; }
+
+.bp3-icon-square::before{
+  content:""; }
+
+.bp3-icon-stacked-chart::before{
+  content:""; }
+
+.bp3-icon-star::before{
+  content:"★"; }
+
+.bp3-icon-star-empty::before{
+  content:"☆"; }
+
+.bp3-icon-step-backward::before{
+  content:""; }
+
+.bp3-icon-step-chart::before{
+  content:""; }
+
+.bp3-icon-step-forward::before{
+  content:""; }
+
+.bp3-icon-stop::before{
+  content:""; }
+
+.bp3-icon-stopwatch::before{
+  content:""; }
+
+.bp3-icon-strikethrough::before{
+  content:""; }
+
+.bp3-icon-style::before{
+  content:""; }
+
+.bp3-icon-swap-horizontal::before{
+  content:""; }
+
+.bp3-icon-swap-vertical::before{
+  content:""; }
+
+.bp3-icon-symbol-circle::before{
+  content:""; }
+
+.bp3-icon-symbol-cross::before{
+  content:""; }
+
+.bp3-icon-symbol-diamond::before{
+  content:""; }
+
+.bp3-icon-symbol-square::before{
+  content:""; }
+
+.bp3-icon-symbol-triangle-down::before{
+  content:""; }
+
+.bp3-icon-symbol-triangle-up::before{
+  content:""; }
+
+.bp3-icon-tag::before{
+  content:""; }
+
+.bp3-icon-take-action::before{
+  content:""; }
+
+.bp3-icon-taxi::before{
+  content:""; }
+
+.bp3-icon-text-highlight::before{
+  content:""; }
+
+.bp3-icon-th::before{
+  content:""; }
+
+.bp3-icon-th-derived::before{
+  content:""; }
+
+.bp3-icon-th-disconnect::before{
+  content:""; }
+
+.bp3-icon-th-filtered::before{
+  content:""; }
+
+.bp3-icon-th-list::before{
+  content:""; }
+
+.bp3-icon-thumbs-down::before{
+  content:""; }
+
+.bp3-icon-thumbs-up::before{
+  content:""; }
+
+.bp3-icon-tick::before{
+  content:"✓"; }
+
+.bp3-icon-tick-circle::before{
+  content:""; }
+
+.bp3-icon-time::before{
+  content:"⏲"; }
+
+.bp3-icon-timeline-area-chart::before{
+  content:""; }
+
+.bp3-icon-timeline-bar-chart::before{
+  content:""; }
+
+.bp3-icon-timeline-events::before{
+  content:""; }
+
+.bp3-icon-timeline-line-chart::before{
+  content:""; }
+
+.bp3-icon-tint::before{
+  content:""; }
+
+.bp3-icon-torch::before{
+  content:""; }
+
+.bp3-icon-tractor::before{
+  content:""; }
+
+.bp3-icon-train::before{
+  content:""; }
+
+.bp3-icon-translate::before{
+  content:""; }
+
+.bp3-icon-trash::before{
+  content:""; }
+
+.bp3-icon-tree::before{
+  content:""; }
+
+.bp3-icon-trending-down::before{
+  content:""; }
+
+.bp3-icon-trending-up::before{
+  content:""; }
+
+.bp3-icon-truck::before{
+  content:""; }
+
+.bp3-icon-two-columns::before{
+  content:""; }
+
+.bp3-icon-unarchive::before{
+  content:""; }
+
+.bp3-icon-underline::before{
+  content:"⎁"; }
+
+.bp3-icon-undo::before{
+  content:"⎌"; }
+
+.bp3-icon-ungroup-objects::before{
+  content:""; }
+
+.bp3-icon-unknown-vehicle::before{
+  content:""; }
+
+.bp3-icon-unlock::before{
+  content:""; }
+
+.bp3-icon-unpin::before{
+  content:""; }
+
+.bp3-icon-unresolve::before{
+  content:""; }
+
+.bp3-icon-updated::before{
+  content:""; }
+
+.bp3-icon-upload::before{
+  content:""; }
+
+.bp3-icon-user::before{
+  content:""; }
+
+.bp3-icon-variable::before{
+  content:""; }
+
+.bp3-icon-vertical-bar-chart-asc::before{
+  content:""; }
+
+.bp3-icon-vertical-bar-chart-desc::before{
+  content:""; }
+
+.bp3-icon-vertical-distribution::before{
+  content:""; }
+
+.bp3-icon-video::before{
+  content:""; }
+
+.bp3-icon-volume-down::before{
+  content:""; }
+
+.bp3-icon-volume-off::before{
+  content:""; }
+
+.bp3-icon-volume-up::before{
+  content:""; }
+
+.bp3-icon-walk::before{
+  content:""; }
+
+.bp3-icon-warning-sign::before{
+  content:""; }
+
+.bp3-icon-waterfall-chart::before{
+  content:""; }
+
+.bp3-icon-widget::before{
+  content:""; }
+
+.bp3-icon-widget-button::before{
+  content:""; }
+
+.bp3-icon-widget-footer::before{
+  content:""; }
+
+.bp3-icon-widget-header::before{
+  content:""; }
+
+.bp3-icon-wrench::before{
+  content:""; }
+
+.bp3-icon-zoom-in::before{
+  content:""; }
+
+.bp3-icon-zoom-out::before{
+  content:""; }
+
+.bp3-icon-zoom-to-fit::before{
+  content:""; }
+.bp3-submenu > .bp3-popover-wrapper{
+  display:block; }
+
+.bp3-submenu .bp3-popover-target{
+  display:block; }
+  .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-menu-item{ }
+
+.bp3-submenu.bp3-popover{
+  -webkit-box-shadow:none;
+          box-shadow:none;
+  padding:0 5px; }
+  .bp3-submenu.bp3-popover > .bp3-popover-content{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2); }
+  .bp3-dark .bp3-submenu.bp3-popover, .bp3-submenu.bp3-popover.bp3-dark{
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+    .bp3-dark .bp3-submenu.bp3-popover > .bp3-popover-content, .bp3-submenu.bp3-popover.bp3-dark > .bp3-popover-content{
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }
+.bp3-menu{
+  background:#ffffff;
+  border-radius:3px;
+  color:#182026;
+  list-style:none;
+  margin:0;
+  min-width:180px;
+  padding:5px;
+  text-align:left; }
+
+.bp3-menu-divider{
+  border-top:1px solid rgba(16, 22, 26, 0.15);
+  display:block;
+  margin:5px; }
+  .bp3-dark .bp3-menu-divider{
+    border-top-color:rgba(255, 255, 255, 0.15); }
+
+.bp3-menu-item{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:horizontal;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:row;
+          flex-direction:row;
+  -webkit-box-align:start;
+      -ms-flex-align:start;
+          align-items:flex-start;
+  border-radius:2px;
+  color:inherit;
+  line-height:20px;
+  padding:5px 7px;
+  text-decoration:none;
+  -webkit-user-select:none;
+     -moz-user-select:none;
+      -ms-user-select:none;
+          user-select:none; }
+  .bp3-menu-item > *{
+    -webkit-box-flex:0;
+        -ms-flex-positive:0;
+            flex-grow:0;
+    -ms-flex-negative:0;
+        flex-shrink:0; }
+  .bp3-menu-item > .bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex-positive:1;
+            flex-grow:1;
+    -ms-flex-negative:1;
+        flex-shrink:1; }
+  .bp3-menu-item::before,
+  .bp3-menu-item > *{
+    margin-right:7px; }
+  .bp3-menu-item:empty::before,
+  .bp3-menu-item > :last-child{
+    margin-right:0; }
+  .bp3-menu-item > .bp3-fill{
+    word-break:break-word; }
+  .bp3-menu-item:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-menu-item{
+    background-color:rgba(167, 182, 194, 0.3);
+    cursor:pointer;
+    text-decoration:none; }
+  .bp3-menu-item.bp3-disabled{
+    background-color:inherit;
+    color:rgba(92, 112, 128, 0.6);
+    cursor:not-allowed; }
+  .bp3-dark .bp3-menu-item{
+    color:inherit; }
+    .bp3-dark .bp3-menu-item:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-menu-item{
+      background-color:rgba(138, 155, 168, 0.15);
+      color:inherit; }
+    .bp3-dark .bp3-menu-item.bp3-disabled{
+      background-color:inherit;
+      color:rgba(167, 182, 194, 0.6); }
+  .bp3-menu-item.bp3-intent-primary{
+    color:#106ba3; }
+    .bp3-menu-item.bp3-intent-primary .bp3-icon{
+      color:inherit; }
+    .bp3-menu-item.bp3-intent-primary::before, .bp3-menu-item.bp3-intent-primary::after,
+    .bp3-menu-item.bp3-intent-primary .bp3-menu-item-label{
+      color:#106ba3; }
+    .bp3-menu-item.bp3-intent-primary:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-menu-item.bp3-intent-primary.bp3-active{
+      background-color:#137cbd; }
+    .bp3-menu-item.bp3-intent-primary:active{
+      background-color:#106ba3; }
+    .bp3-menu-item.bp3-intent-primary:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-menu-item.bp3-intent-primary:hover::before, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::before, .bp3-menu-item.bp3-intent-primary:hover::after, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::after,
+    .bp3-menu-item.bp3-intent-primary:hover .bp3-menu-item-label,
+    .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item .bp3-menu-item-label, .bp3-menu-item.bp3-intent-primary:active, .bp3-menu-item.bp3-intent-primary:active::before, .bp3-menu-item.bp3-intent-primary:active::after,
+    .bp3-menu-item.bp3-intent-primary:active .bp3-menu-item-label, .bp3-menu-item.bp3-intent-primary.bp3-active, .bp3-menu-item.bp3-intent-primary.bp3-active::before, .bp3-menu-item.bp3-intent-primary.bp3-active::after,
+    .bp3-menu-item.bp3-intent-primary.bp3-active .bp3-menu-item-label{
+      color:#ffffff; }
+  .bp3-menu-item.bp3-intent-success{
+    color:#0d8050; }
+    .bp3-menu-item.bp3-intent-success .bp3-icon{
+      color:inherit; }
+    .bp3-menu-item.bp3-intent-success::before, .bp3-menu-item.bp3-intent-success::after,
+    .bp3-menu-item.bp3-intent-success .bp3-menu-item-label{
+      color:#0d8050; }
+    .bp3-menu-item.bp3-intent-success:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-menu-item.bp3-intent-success.bp3-active{
+      background-color:#0f9960; }
+    .bp3-menu-item.bp3-intent-success:active{
+      background-color:#0d8050; }
+    .bp3-menu-item.bp3-intent-success:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-menu-item.bp3-intent-success:hover::before, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::before, .bp3-menu-item.bp3-intent-success:hover::after, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::after,
+    .bp3-menu-item.bp3-intent-success:hover .bp3-menu-item-label,
+    .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item .bp3-menu-item-label, .bp3-menu-item.bp3-intent-success:active, .bp3-menu-item.bp3-intent-success:active::before, .bp3-menu-item.bp3-intent-success:active::after,
+    .bp3-menu-item.bp3-intent-success:active .bp3-menu-item-label, .bp3-menu-item.bp3-intent-success.bp3-active, .bp3-menu-item.bp3-intent-success.bp3-active::before, .bp3-menu-item.bp3-intent-success.bp3-active::after,
+    .bp3-menu-item.bp3-intent-success.bp3-active .bp3-menu-item-label{
+      color:#ffffff; }
+  .bp3-menu-item.bp3-intent-warning{
+    color:#bf7326; }
+    .bp3-menu-item.bp3-intent-warning .bp3-icon{
+      color:inherit; }
+    .bp3-menu-item.bp3-intent-warning::before, .bp3-menu-item.bp3-intent-warning::after,
+    .bp3-menu-item.bp3-intent-warning .bp3-menu-item-label{
+      color:#bf7326; }
+    .bp3-menu-item.bp3-intent-warning:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-menu-item.bp3-intent-warning.bp3-active{
+      background-color:#d9822b; }
+    .bp3-menu-item.bp3-intent-warning:active{
+      background-color:#bf7326; }
+    .bp3-menu-item.bp3-intent-warning:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-menu-item.bp3-intent-warning:hover::before, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::before, .bp3-menu-item.bp3-intent-warning:hover::after, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::after,
+    .bp3-menu-item.bp3-intent-warning:hover .bp3-menu-item-label,
+    .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item .bp3-menu-item-label, .bp3-menu-item.bp3-intent-warning:active, .bp3-menu-item.bp3-intent-warning:active::before, .bp3-menu-item.bp3-intent-warning:active::after,
+    .bp3-menu-item.bp3-intent-warning:active .bp3-menu-item-label, .bp3-menu-item.bp3-intent-warning.bp3-active, .bp3-menu-item.bp3-intent-warning.bp3-active::before, .bp3-menu-item.bp3-intent-warning.bp3-active::after,
+    .bp3-menu-item.bp3-intent-warning.bp3-active .bp3-menu-item-label{
+      color:#ffffff; }
+  .bp3-menu-item.bp3-intent-danger{
+    color:#c23030; }
+    .bp3-menu-item.bp3-intent-danger .bp3-icon{
+      color:inherit; }
+    .bp3-menu-item.bp3-intent-danger::before, .bp3-menu-item.bp3-intent-danger::after,
+    .bp3-menu-item.bp3-intent-danger .bp3-menu-item-label{
+      color:#c23030; }
+    .bp3-menu-item.bp3-intent-danger:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-menu-item.bp3-intent-danger.bp3-active{
+      background-color:#db3737; }
+    .bp3-menu-item.bp3-intent-danger:active{
+      background-color:#c23030; }
+    .bp3-menu-item.bp3-intent-danger:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-menu-item.bp3-intent-danger:hover::before, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::before, .bp3-menu-item.bp3-intent-danger:hover::after, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::after,
+    .bp3-menu-item.bp3-intent-danger:hover .bp3-menu-item-label,
+    .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item .bp3-menu-item-label, .bp3-menu-item.bp3-intent-danger:active, .bp3-menu-item.bp3-intent-danger:active::before, .bp3-menu-item.bp3-intent-danger:active::after,
+    .bp3-menu-item.bp3-intent-danger:active .bp3-menu-item-label, .bp3-menu-item.bp3-intent-danger.bp3-active, .bp3-menu-item.bp3-intent-danger.bp3-active::before, .bp3-menu-item.bp3-intent-danger.bp3-active::after,
+    .bp3-menu-item.bp3-intent-danger.bp3-active .bp3-menu-item-label{
+      color:#ffffff; }
+  .bp3-menu-item::before{
+    font-family:"Icons16", sans-serif;
+    font-size:16px;
+    font-style:normal;
+    font-weight:400;
+    line-height:1;
+    -moz-osx-font-smoothing:grayscale;
+    -webkit-font-smoothing:antialiased;
+    margin-right:7px; }
+  .bp3-menu-item::before,
+  .bp3-menu-item > .bp3-icon{
+    color:#5c7080;
+    margin-top:2px; }
+  .bp3-menu-item .bp3-menu-item-label{
+    color:#5c7080; }
+  .bp3-menu-item:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-menu-item{
+    color:inherit; }
+  .bp3-menu-item.bp3-active, .bp3-menu-item:active{
+    background-color:rgba(115, 134, 148, 0.3); }
+  .bp3-menu-item.bp3-disabled{
+    background-color:inherit !important;
+    color:rgba(92, 112, 128, 0.6) !important;
+    cursor:not-allowed !important;
+    outline:none !important; }
+    .bp3-menu-item.bp3-disabled::before,
+    .bp3-menu-item.bp3-disabled > .bp3-icon,
+    .bp3-menu-item.bp3-disabled .bp3-menu-item-label{
+      color:rgba(92, 112, 128, 0.6) !important; }
+  .bp3-large .bp3-menu-item{
+    font-size:16px;
+    line-height:22px;
+    padding:9px 7px; }
+    .bp3-large .bp3-menu-item .bp3-icon{
+      margin-top:3px; }
+    .bp3-large .bp3-menu-item::before{
+      font-family:"Icons20", sans-serif;
+      font-size:20px;
+      font-style:normal;
+      font-weight:400;
+      line-height:1;
+      -moz-osx-font-smoothing:grayscale;
+      -webkit-font-smoothing:antialiased;
+      margin-right:10px;
+      margin-top:1px; }
+
+button.bp3-menu-item{
+  background:none;
+  border:none;
+  text-align:left;
+  width:100%; }
+.bp3-menu-header{
+  border-top:1px solid rgba(16, 22, 26, 0.15);
+  display:block;
+  margin:5px;
+  cursor:default;
+  padding-left:2px; }
+  .bp3-dark .bp3-menu-header{
+    border-top-color:rgba(255, 255, 255, 0.15); }
+  .bp3-menu-header:first-of-type{
+    border-top:none; }
+  .bp3-menu-header > h6{
+    color:#182026;
+    font-weight:600;
+    overflow:hidden;
+    text-overflow:ellipsis;
+    white-space:nowrap;
+    word-wrap:normal;
+    line-height:17px;
+    margin:0;
+    padding:10px 7px 0 1px; }
+    .bp3-dark .bp3-menu-header > h6{
+      color:#f5f8fa; }
+  .bp3-menu-header:first-of-type > h6{
+    padding-top:0; }
+  .bp3-large .bp3-menu-header > h6{
+    font-size:18px;
+    padding-bottom:5px;
+    padding-top:15px; }
+  .bp3-large .bp3-menu-header:first-of-type > h6{
+    padding-top:0; }
+
+.bp3-dark .bp3-menu{
+  background:#30404d;
+  color:#f5f8fa; }
+
+.bp3-dark .bp3-menu-item{ }
+  .bp3-dark .bp3-menu-item.bp3-intent-primary{
+    color:#48aff0; }
+    .bp3-dark .bp3-menu-item.bp3-intent-primary .bp3-icon{
+      color:inherit; }
+    .bp3-dark .bp3-menu-item.bp3-intent-primary::before, .bp3-dark .bp3-menu-item.bp3-intent-primary::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-primary .bp3-menu-item-label{
+      color:#48aff0; }
+    .bp3-dark .bp3-menu-item.bp3-intent-primary:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-primary.bp3-active{
+      background-color:#137cbd; }
+    .bp3-dark .bp3-menu-item.bp3-intent-primary:active{
+      background-color:#106ba3; }
+    .bp3-dark .bp3-menu-item.bp3-intent-primary:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-primary:hover::before, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::before, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::before, .bp3-dark .bp3-menu-item.bp3-intent-primary:hover::after, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::after, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-primary:hover .bp3-menu-item-label,
+    .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item .bp3-menu-item-label,
+    .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-primary:active, .bp3-dark .bp3-menu-item.bp3-intent-primary:active::before, .bp3-dark .bp3-menu-item.bp3-intent-primary:active::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-primary:active .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-primary.bp3-active, .bp3-dark .bp3-menu-item.bp3-intent-primary.bp3-active::before, .bp3-dark .bp3-menu-item.bp3-intent-primary.bp3-active::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-primary.bp3-active .bp3-menu-item-label{
+      color:#ffffff; }
+  .bp3-dark .bp3-menu-item.bp3-intent-success{
+    color:#3dcc91; }
+    .bp3-dark .bp3-menu-item.bp3-intent-success .bp3-icon{
+      color:inherit; }
+    .bp3-dark .bp3-menu-item.bp3-intent-success::before, .bp3-dark .bp3-menu-item.bp3-intent-success::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-success .bp3-menu-item-label{
+      color:#3dcc91; }
+    .bp3-dark .bp3-menu-item.bp3-intent-success:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-success.bp3-active{
+      background-color:#0f9960; }
+    .bp3-dark .bp3-menu-item.bp3-intent-success:active{
+      background-color:#0d8050; }
+    .bp3-dark .bp3-menu-item.bp3-intent-success:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-success:hover::before, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::before, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::before, .bp3-dark .bp3-menu-item.bp3-intent-success:hover::after, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::after, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-success:hover .bp3-menu-item-label,
+    .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item .bp3-menu-item-label,
+    .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-success:active, .bp3-dark .bp3-menu-item.bp3-intent-success:active::before, .bp3-dark .bp3-menu-item.bp3-intent-success:active::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-success:active .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-success.bp3-active, .bp3-dark .bp3-menu-item.bp3-intent-success.bp3-active::before, .bp3-dark .bp3-menu-item.bp3-intent-success.bp3-active::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-success.bp3-active .bp3-menu-item-label{
+      color:#ffffff; }
+  .bp3-dark .bp3-menu-item.bp3-intent-warning{
+    color:#ffb366; }
+    .bp3-dark .bp3-menu-item.bp3-intent-warning .bp3-icon{
+      color:inherit; }
+    .bp3-dark .bp3-menu-item.bp3-intent-warning::before, .bp3-dark .bp3-menu-item.bp3-intent-warning::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-warning .bp3-menu-item-label{
+      color:#ffb366; }
+    .bp3-dark .bp3-menu-item.bp3-intent-warning:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-warning.bp3-active{
+      background-color:#d9822b; }
+    .bp3-dark .bp3-menu-item.bp3-intent-warning:active{
+      background-color:#bf7326; }
+    .bp3-dark .bp3-menu-item.bp3-intent-warning:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-warning:hover::before, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::before, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::before, .bp3-dark .bp3-menu-item.bp3-intent-warning:hover::after, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::after, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-warning:hover .bp3-menu-item-label,
+    .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item .bp3-menu-item-label,
+    .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-warning:active, .bp3-dark .bp3-menu-item.bp3-intent-warning:active::before, .bp3-dark .bp3-menu-item.bp3-intent-warning:active::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-warning:active .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-warning.bp3-active, .bp3-dark .bp3-menu-item.bp3-intent-warning.bp3-active::before, .bp3-dark .bp3-menu-item.bp3-intent-warning.bp3-active::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-warning.bp3-active .bp3-menu-item-label{
+      color:#ffffff; }
+  .bp3-dark .bp3-menu-item.bp3-intent-danger{
+    color:#ff7373; }
+    .bp3-dark .bp3-menu-item.bp3-intent-danger .bp3-icon{
+      color:inherit; }
+    .bp3-dark .bp3-menu-item.bp3-intent-danger::before, .bp3-dark .bp3-menu-item.bp3-intent-danger::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-danger .bp3-menu-item-label{
+      color:#ff7373; }
+    .bp3-dark .bp3-menu-item.bp3-intent-danger:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-danger.bp3-active{
+      background-color:#db3737; }
+    .bp3-dark .bp3-menu-item.bp3-intent-danger:active{
+      background-color:#c23030; }
+    .bp3-dark .bp3-menu-item.bp3-intent-danger:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-danger:hover::before, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::before, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::before, .bp3-dark .bp3-menu-item.bp3-intent-danger:hover::after, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::after, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-danger:hover .bp3-menu-item-label,
+    .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item .bp3-menu-item-label,
+    .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-danger:active, .bp3-dark .bp3-menu-item.bp3-intent-danger:active::before, .bp3-dark .bp3-menu-item.bp3-intent-danger:active::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-danger:active .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-danger.bp3-active, .bp3-dark .bp3-menu-item.bp3-intent-danger.bp3-active::before, .bp3-dark .bp3-menu-item.bp3-intent-danger.bp3-active::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-danger.bp3-active .bp3-menu-item-label{
+      color:#ffffff; }
+  .bp3-dark .bp3-menu-item::before,
+  .bp3-dark .bp3-menu-item > .bp3-icon{
+    color:#a7b6c2; }
+  .bp3-dark .bp3-menu-item .bp3-menu-item-label{
+    color:#a7b6c2; }
+  .bp3-dark .bp3-menu-item.bp3-active, .bp3-dark .bp3-menu-item:active{
+    background-color:rgba(138, 155, 168, 0.3); }
+  .bp3-dark .bp3-menu-item.bp3-disabled{
+    color:rgba(167, 182, 194, 0.6) !important; }
+    .bp3-dark .bp3-menu-item.bp3-disabled::before,
+    .bp3-dark .bp3-menu-item.bp3-disabled > .bp3-icon,
+    .bp3-dark .bp3-menu-item.bp3-disabled .bp3-menu-item-label{
+      color:rgba(167, 182, 194, 0.6) !important; }
+
+.bp3-dark .bp3-menu-divider,
+.bp3-dark .bp3-menu-header{
+  border-color:rgba(255, 255, 255, 0.15); }
+
+.bp3-dark .bp3-menu-header > h6{
+  color:#f5f8fa; }
+
+.bp3-label .bp3-menu{
+  margin-top:5px; }
+.bp3-navbar{
+  background-color:#ffffff;
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
+  height:50px;
+  padding:0 15px;
+  position:relative;
+  width:100%;
+  z-index:10; }
+  .bp3-navbar.bp3-dark,
+  .bp3-dark .bp3-navbar{
+    background-color:#394b59; }
+  .bp3-navbar.bp3-dark{
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-navbar{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4); }
+  .bp3-navbar.bp3-fixed-top{
+    left:0;
+    position:fixed;
+    right:0;
+    top:0; }
+
+.bp3-navbar-heading{
+  font-size:16px;
+  margin-right:15px; }
+
+.bp3-navbar-group{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  height:50px; }
+  .bp3-navbar-group.bp3-align-left{
+    float:left; }
+  .bp3-navbar-group.bp3-align-right{
+    float:right; }
+
+.bp3-navbar-divider{
+  border-left:1px solid rgba(16, 22, 26, 0.15);
+  height:20px;
+  margin:0 10px; }
+  .bp3-dark .bp3-navbar-divider{
+    border-left-color:rgba(255, 255, 255, 0.15); }
+.bp3-non-ideal-state{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:vertical;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:column;
+          flex-direction:column;
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  height:100%;
+  -webkit-box-pack:center;
+      -ms-flex-pack:center;
+          justify-content:center;
+  text-align:center;
+  width:100%; }
+  .bp3-non-ideal-state > *{
+    -webkit-box-flex:0;
+        -ms-flex-positive:0;
+            flex-grow:0;
+    -ms-flex-negative:0;
+        flex-shrink:0; }
+  .bp3-non-ideal-state > .bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex-positive:1;
+            flex-grow:1;
+    -ms-flex-negative:1;
+        flex-shrink:1; }
+  .bp3-non-ideal-state::before,
+  .bp3-non-ideal-state > *{
+    margin-bottom:20px; }
+  .bp3-non-ideal-state:empty::before,
+  .bp3-non-ideal-state > :last-child{
+    margin-bottom:0; }
+  .bp3-non-ideal-state > *{
+    max-width:400px; }
+
+.bp3-non-ideal-state-visual{
+  color:rgba(92, 112, 128, 0.6);
+  font-size:60px; }
+  .bp3-dark .bp3-non-ideal-state-visual{
+    color:rgba(167, 182, 194, 0.6); }
+
+.bp3-overflow-list{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -ms-flex-wrap:nowrap;
+      flex-wrap:nowrap;
+  min-width:0; }
+
+.bp3-overflow-list-spacer{
+  -ms-flex-negative:1;
+      flex-shrink:1;
+  width:1px; }
+
+body.bp3-overlay-open{
+  overflow:hidden; }
+
+.bp3-overlay{
+  bottom:0;
+  left:0;
+  position:static;
+  right:0;
+  top:0;
+  z-index:20; }
+  .bp3-overlay:not(.bp3-overlay-open){
+    pointer-events:none; }
+  .bp3-overlay.bp3-overlay-container{
+    overflow:hidden;
+    position:fixed; }
+    .bp3-overlay.bp3-overlay-container.bp3-overlay-inline{
+      position:absolute; }
+  .bp3-overlay.bp3-overlay-scroll-container{
+    overflow:auto;
+    position:fixed; }
+    .bp3-overlay.bp3-overlay-scroll-container.bp3-overlay-inline{
+      position:absolute; }
+  .bp3-overlay.bp3-overlay-inline{
+    display:inline;
+    overflow:visible; }
+
+.bp3-overlay-content{
+  position:fixed;
+  z-index:20; }
+  .bp3-overlay-inline .bp3-overlay-content,
+  .bp3-overlay-scroll-container .bp3-overlay-content{
+    position:absolute; }
+
+.bp3-overlay-backdrop{
+  bottom:0;
+  left:0;
+  position:fixed;
+  right:0;
+  top:0;
+  opacity:1;
+  background-color:rgba(16, 22, 26, 0.7);
+  overflow:auto;
+  -webkit-user-select:none;
+     -moz-user-select:none;
+      -ms-user-select:none;
+          user-select:none;
+  z-index:20; }
+  .bp3-overlay-backdrop.bp3-overlay-enter, .bp3-overlay-backdrop.bp3-overlay-appear{
+    opacity:0; }
+  .bp3-overlay-backdrop.bp3-overlay-enter-active, .bp3-overlay-backdrop.bp3-overlay-appear-active{
+    opacity:1;
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:200ms;
+            transition-duration:200ms;
+    -webkit-transition-property:opacity;
+    transition-property:opacity;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-overlay-backdrop.bp3-overlay-exit{
+    opacity:1; }
+  .bp3-overlay-backdrop.bp3-overlay-exit-active{
+    opacity:0;
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:200ms;
+            transition-duration:200ms;
+    -webkit-transition-property:opacity;
+    transition-property:opacity;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-overlay-backdrop:focus{
+    outline:none; }
+  .bp3-overlay-inline .bp3-overlay-backdrop{
+    position:absolute; }
+.bp3-panel-stack{
+  overflow:hidden;
+  position:relative; }
+
+.bp3-panel-stack-header{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  -webkit-box-shadow:0 1px rgba(16, 22, 26, 0.15);
+          box-shadow:0 1px rgba(16, 22, 26, 0.15);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -ms-flex-negative:0;
+      flex-shrink:0;
+  height:30px;
+  z-index:1; }
+  .bp3-dark .bp3-panel-stack-header{
+    -webkit-box-shadow:0 1px rgba(255, 255, 255, 0.15);
+            box-shadow:0 1px rgba(255, 255, 255, 0.15); }
+  .bp3-panel-stack-header > span{
+    -webkit-box-align:stretch;
+        -ms-flex-align:stretch;
+            align-items:stretch;
+    display:-webkit-box;
+    display:-ms-flexbox;
+    display:flex;
+    -webkit-box-flex:1;
+        -ms-flex:1;
+            flex:1; }
+  .bp3-panel-stack-header .bp3-heading{
+    margin:0 5px; }
+
+.bp3-button.bp3-panel-stack-header-back{
+  margin-left:5px;
+  padding-left:0;
+  white-space:nowrap; }
+  .bp3-button.bp3-panel-stack-header-back .bp3-icon{
+    margin:0 2px; }
+
+.bp3-panel-stack-view{
+  bottom:0;
+  left:0;
+  position:absolute;
+  right:0;
+  top:0;
+  background-color:#ffffff;
+  border-right:1px solid rgba(16, 22, 26, 0.15);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:vertical;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:column;
+          flex-direction:column;
+  margin-right:-1px;
+  overflow-y:auto;
+  z-index:1; }
+  .bp3-dark .bp3-panel-stack-view{
+    background-color:#30404d; }
+  .bp3-panel-stack-view:nth-last-child(n + 4){
+    display:none; }
+
+.bp3-panel-stack-push .bp3-panel-stack-enter, .bp3-panel-stack-push .bp3-panel-stack-appear{
+  -webkit-transform:translateX(100%);
+          transform:translateX(100%);
+  opacity:0; }
+
+.bp3-panel-stack-push .bp3-panel-stack-enter-active, .bp3-panel-stack-push .bp3-panel-stack-appear-active{
+  -webkit-transform:translate(0%);
+          transform:translate(0%);
+  opacity:1;
+  -webkit-transition-delay:0;
+          transition-delay:0;
+  -webkit-transition-duration:400ms;
+          transition-duration:400ms;
+  -webkit-transition-property:opacity, -webkit-transform;
+  transition-property:opacity, -webkit-transform;
+  transition-property:transform, opacity;
+  transition-property:transform, opacity, -webkit-transform;
+  -webkit-transition-timing-function:ease;
+          transition-timing-function:ease; }
+
+.bp3-panel-stack-push .bp3-panel-stack-exit{
+  -webkit-transform:translate(0%);
+          transform:translate(0%);
+  opacity:1; }
+
+.bp3-panel-stack-push .bp3-panel-stack-exit-active{
+  -webkit-transform:translateX(-50%);
+          transform:translateX(-50%);
+  opacity:0;
+  -webkit-transition-delay:0;
+          transition-delay:0;
+  -webkit-transition-duration:400ms;
+          transition-duration:400ms;
+  -webkit-transition-property:opacity, -webkit-transform;
+  transition-property:opacity, -webkit-transform;
+  transition-property:transform, opacity;
+  transition-property:transform, opacity, -webkit-transform;
+  -webkit-transition-timing-function:ease;
+          transition-timing-function:ease; }
+
+.bp3-panel-stack-pop .bp3-panel-stack-enter, .bp3-panel-stack-pop .bp3-panel-stack-appear{
+  -webkit-transform:translateX(-50%);
+          transform:translateX(-50%);
+  opacity:0; }
+
+.bp3-panel-stack-pop .bp3-panel-stack-enter-active, .bp3-panel-stack-pop .bp3-panel-stack-appear-active{
+  -webkit-transform:translate(0%);
+          transform:translate(0%);
+  opacity:1;
+  -webkit-transition-delay:0;
+          transition-delay:0;
+  -webkit-transition-duration:400ms;
+          transition-duration:400ms;
+  -webkit-transition-property:opacity, -webkit-transform;
+  transition-property:opacity, -webkit-transform;
+  transition-property:transform, opacity;
+  transition-property:transform, opacity, -webkit-transform;
+  -webkit-transition-timing-function:ease;
+          transition-timing-function:ease; }
+
+.bp3-panel-stack-pop .bp3-panel-stack-exit{
+  -webkit-transform:translate(0%);
+          transform:translate(0%);
+  opacity:1; }
+
+.bp3-panel-stack-pop .bp3-panel-stack-exit-active{
+  -webkit-transform:translateX(100%);
+          transform:translateX(100%);
+  opacity:0;
+  -webkit-transition-delay:0;
+          transition-delay:0;
+  -webkit-transition-duration:400ms;
+          transition-duration:400ms;
+  -webkit-transition-property:opacity, -webkit-transform;
+  transition-property:opacity, -webkit-transform;
+  transition-property:transform, opacity;
+  transition-property:transform, opacity, -webkit-transform;
+  -webkit-transition-timing-function:ease;
+          transition-timing-function:ease; }
+.bp3-panel-stack2{
+  overflow:hidden;
+  position:relative; }
+
+.bp3-panel-stack2-header{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  -webkit-box-shadow:0 1px rgba(16, 22, 26, 0.15);
+          box-shadow:0 1px rgba(16, 22, 26, 0.15);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -ms-flex-negative:0;
+      flex-shrink:0;
+  height:30px;
+  z-index:1; }
+  .bp3-dark .bp3-panel-stack2-header{
+    -webkit-box-shadow:0 1px rgba(255, 255, 255, 0.15);
+            box-shadow:0 1px rgba(255, 255, 255, 0.15); }
+  .bp3-panel-stack2-header > span{
+    -webkit-box-align:stretch;
+        -ms-flex-align:stretch;
+            align-items:stretch;
+    display:-webkit-box;
+    display:-ms-flexbox;
+    display:flex;
+    -webkit-box-flex:1;
+        -ms-flex:1;
+            flex:1; }
+  .bp3-panel-stack2-header .bp3-heading{
+    margin:0 5px; }
+
+.bp3-button.bp3-panel-stack2-header-back{
+  margin-left:5px;
+  padding-left:0;
+  white-space:nowrap; }
+  .bp3-button.bp3-panel-stack2-header-back .bp3-icon{
+    margin:0 2px; }
+
+.bp3-panel-stack2-view{
+  bottom:0;
+  left:0;
+  position:absolute;
+  right:0;
+  top:0;
+  background-color:#ffffff;
+  border-right:1px solid rgba(16, 22, 26, 0.15);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:vertical;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:column;
+          flex-direction:column;
+  margin-right:-1px;
+  overflow-y:auto;
+  z-index:1; }
+  .bp3-dark .bp3-panel-stack2-view{
+    background-color:#30404d; }
+  .bp3-panel-stack2-view:nth-last-child(n + 4){
+    display:none; }
+
+.bp3-panel-stack2-push .bp3-panel-stack2-enter, .bp3-panel-stack2-push .bp3-panel-stack2-appear{
+  -webkit-transform:translateX(100%);
+          transform:translateX(100%);
+  opacity:0; }
+
+.bp3-panel-stack2-push .bp3-panel-stack2-enter-active, .bp3-panel-stack2-push .bp3-panel-stack2-appear-active{
+  -webkit-transform:translate(0%);
+          transform:translate(0%);
+  opacity:1;
+  -webkit-transition-delay:0;
+          transition-delay:0;
+  -webkit-transition-duration:400ms;
+          transition-duration:400ms;
+  -webkit-transition-property:opacity, -webkit-transform;
+  transition-property:opacity, -webkit-transform;
+  transition-property:transform, opacity;
+  transition-property:transform, opacity, -webkit-transform;
+  -webkit-transition-timing-function:ease;
+          transition-timing-function:ease; }
+
+.bp3-panel-stack2-push .bp3-panel-stack2-exit{
+  -webkit-transform:translate(0%);
+          transform:translate(0%);
+  opacity:1; }
+
+.bp3-panel-stack2-push .bp3-panel-stack2-exit-active{
+  -webkit-transform:translateX(-50%);
+          transform:translateX(-50%);
+  opacity:0;
+  -webkit-transition-delay:0;
+          transition-delay:0;
+  -webkit-transition-duration:400ms;
+          transition-duration:400ms;
+  -webkit-transition-property:opacity, -webkit-transform;
+  transition-property:opacity, -webkit-transform;
+  transition-property:transform, opacity;
+  transition-property:transform, opacity, -webkit-transform;
+  -webkit-transition-timing-function:ease;
+          transition-timing-function:ease; }
+
+.bp3-panel-stack2-pop .bp3-panel-stack2-enter, .bp3-panel-stack2-pop .bp3-panel-stack2-appear{
+  -webkit-transform:translateX(-50%);
+          transform:translateX(-50%);
+  opacity:0; }
+
+.bp3-panel-stack2-pop .bp3-panel-stack2-enter-active, .bp3-panel-stack2-pop .bp3-panel-stack2-appear-active{
+  -webkit-transform:translate(0%);
+          transform:translate(0%);
+  opacity:1;
+  -webkit-transition-delay:0;
+          transition-delay:0;
+  -webkit-transition-duration:400ms;
+          transition-duration:400ms;
+  -webkit-transition-property:opacity, -webkit-transform;
+  transition-property:opacity, -webkit-transform;
+  transition-property:transform, opacity;
+  transition-property:transform, opacity, -webkit-transform;
+  -webkit-transition-timing-function:ease;
+          transition-timing-function:ease; }
+
+.bp3-panel-stack2-pop .bp3-panel-stack2-exit{
+  -webkit-transform:translate(0%);
+          transform:translate(0%);
+  opacity:1; }
+
+.bp3-panel-stack2-pop .bp3-panel-stack2-exit-active{
+  -webkit-transform:translateX(100%);
+          transform:translateX(100%);
+  opacity:0;
+  -webkit-transition-delay:0;
+          transition-delay:0;
+  -webkit-transition-duration:400ms;
+          transition-duration:400ms;
+  -webkit-transition-property:opacity, -webkit-transform;
+  transition-property:opacity, -webkit-transform;
+  transition-property:transform, opacity;
+  transition-property:transform, opacity, -webkit-transform;
+  -webkit-transition-timing-function:ease;
+          transition-timing-function:ease; }
+.bp3-popover{
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+  -webkit-transform:scale(1);
+          transform:scale(1);
+  border-radius:3px;
+  display:inline-block;
+  z-index:20; }
+  .bp3-popover .bp3-popover-arrow{
+    height:30px;
+    position:absolute;
+    width:30px; }
+    .bp3-popover .bp3-popover-arrow::before{
+      height:20px;
+      margin:5px;
+      width:20px; }
+  .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-popover{
+    margin-bottom:17px;
+    margin-top:-17px; }
+    .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-popover > .bp3-popover-arrow{
+      bottom:-11px; }
+      .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-popover > .bp3-popover-arrow svg{
+        -webkit-transform:rotate(-90deg);
+                transform:rotate(-90deg); }
+  .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-popover{
+    margin-left:17px; }
+    .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-popover > .bp3-popover-arrow{
+      left:-11px; }
+      .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-popover > .bp3-popover-arrow svg{
+        -webkit-transform:rotate(0);
+                transform:rotate(0); }
+  .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-popover{
+    margin-top:17px; }
+    .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-popover > .bp3-popover-arrow{
+      top:-11px; }
+      .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-popover > .bp3-popover-arrow svg{
+        -webkit-transform:rotate(90deg);
+                transform:rotate(90deg); }
+  .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-popover{
+    margin-left:-17px;
+    margin-right:17px; }
+    .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-popover > .bp3-popover-arrow{
+      right:-11px; }
+      .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-popover > .bp3-popover-arrow svg{
+        -webkit-transform:rotate(180deg);
+                transform:rotate(180deg); }
+  .bp3-tether-element-attached-middle > .bp3-popover > .bp3-popover-arrow{
+    top:50%;
+    -webkit-transform:translateY(-50%);
+            transform:translateY(-50%); }
+  .bp3-tether-element-attached-center > .bp3-popover > .bp3-popover-arrow{
+    right:50%;
+    -webkit-transform:translateX(50%);
+            transform:translateX(50%); }
+  .bp3-tether-element-attached-top.bp3-tether-target-attached-top > .bp3-popover > .bp3-popover-arrow{
+    top:-0.3934px; }
+  .bp3-tether-element-attached-right.bp3-tether-target-attached-right > .bp3-popover > .bp3-popover-arrow{
+    right:-0.3934px; }
+  .bp3-tether-element-attached-left.bp3-tether-target-attached-left > .bp3-popover > .bp3-popover-arrow{
+    left:-0.3934px; }
+  .bp3-tether-element-attached-bottom.bp3-tether-target-attached-bottom > .bp3-popover > .bp3-popover-arrow{
+    bottom:-0.3934px; }
+  .bp3-tether-element-attached-top.bp3-tether-element-attached-left > .bp3-popover{
+    -webkit-transform-origin:top left;
+            transform-origin:top left; }
+  .bp3-tether-element-attached-top.bp3-tether-element-attached-center > .bp3-popover{
+    -webkit-transform-origin:top center;
+            transform-origin:top center; }
+  .bp3-tether-element-attached-top.bp3-tether-element-attached-right > .bp3-popover{
+    -webkit-transform-origin:top right;
+            transform-origin:top right; }
+  .bp3-tether-element-attached-middle.bp3-tether-element-attached-left > .bp3-popover{
+    -webkit-transform-origin:center left;
+            transform-origin:center left; }
+  .bp3-tether-element-attached-middle.bp3-tether-element-attached-center > .bp3-popover{
+    -webkit-transform-origin:center center;
+            transform-origin:center center; }
+  .bp3-tether-element-attached-middle.bp3-tether-element-attached-right > .bp3-popover{
+    -webkit-transform-origin:center right;
+            transform-origin:center right; }
+  .bp3-tether-element-attached-bottom.bp3-tether-element-attached-left > .bp3-popover{
+    -webkit-transform-origin:bottom left;
+            transform-origin:bottom left; }
+  .bp3-tether-element-attached-bottom.bp3-tether-element-attached-center > .bp3-popover{
+    -webkit-transform-origin:bottom center;
+            transform-origin:bottom center; }
+  .bp3-tether-element-attached-bottom.bp3-tether-element-attached-right > .bp3-popover{
+    -webkit-transform-origin:bottom right;
+            transform-origin:bottom right; }
+  .bp3-popover .bp3-popover-content{
+    background:#ffffff;
+    color:inherit; }
+  .bp3-popover .bp3-popover-arrow::before{
+    -webkit-box-shadow:1px 1px 6px rgba(16, 22, 26, 0.2);
+            box-shadow:1px 1px 6px rgba(16, 22, 26, 0.2); }
+  .bp3-popover .bp3-popover-arrow-border{
+    fill:#10161a;
+    fill-opacity:0.1; }
+  .bp3-popover .bp3-popover-arrow-fill{
+    fill:#ffffff; }
+  .bp3-popover-enter > .bp3-popover, .bp3-popover-appear > .bp3-popover{
+    -webkit-transform:scale(0.3);
+            transform:scale(0.3); }
+  .bp3-popover-enter-active > .bp3-popover, .bp3-popover-appear-active > .bp3-popover{
+    -webkit-transform:scale(1);
+            transform:scale(1);
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:300ms;
+            transition-duration:300ms;
+    -webkit-transition-property:-webkit-transform;
+    transition-property:-webkit-transform;
+    transition-property:transform;
+    transition-property:transform, -webkit-transform;
+    -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
+            transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
+  .bp3-popover-exit > .bp3-popover{
+    -webkit-transform:scale(1);
+            transform:scale(1); }
+  .bp3-popover-exit-active > .bp3-popover{
+    -webkit-transform:scale(0.3);
+            transform:scale(0.3);
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:300ms;
+            transition-duration:300ms;
+    -webkit-transition-property:-webkit-transform;
+    transition-property:-webkit-transform;
+    transition-property:transform;
+    transition-property:transform, -webkit-transform;
+    -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
+            transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
+  .bp3-popover .bp3-popover-content{
+    border-radius:3px;
+    position:relative; }
+  .bp3-popover.bp3-popover-content-sizing .bp3-popover-content{
+    max-width:350px;
+    padding:20px; }
+  .bp3-popover-target + .bp3-overlay .bp3-popover.bp3-popover-content-sizing{
+    width:350px; }
+  .bp3-popover.bp3-minimal{
+    margin:0 !important; }
+    .bp3-popover.bp3-minimal .bp3-popover-arrow{
+      display:none; }
+    .bp3-popover.bp3-minimal.bp3-popover{
+      -webkit-transform:scale(1);
+              transform:scale(1); }
+      .bp3-popover-enter > .bp3-popover.bp3-minimal.bp3-popover, .bp3-popover-appear > .bp3-popover.bp3-minimal.bp3-popover{
+        -webkit-transform:scale(1);
+                transform:scale(1); }
+      .bp3-popover-enter-active > .bp3-popover.bp3-minimal.bp3-popover, .bp3-popover-appear-active > .bp3-popover.bp3-minimal.bp3-popover{
+        -webkit-transform:scale(1);
+                transform:scale(1);
+        -webkit-transition-delay:0;
+                transition-delay:0;
+        -webkit-transition-duration:100ms;
+                transition-duration:100ms;
+        -webkit-transition-property:-webkit-transform;
+        transition-property:-webkit-transform;
+        transition-property:transform;
+        transition-property:transform, -webkit-transform;
+        -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+                transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+      .bp3-popover-exit > .bp3-popover.bp3-minimal.bp3-popover{
+        -webkit-transform:scale(1);
+                transform:scale(1); }
+      .bp3-popover-exit-active > .bp3-popover.bp3-minimal.bp3-popover{
+        -webkit-transform:scale(1);
+                transform:scale(1);
+        -webkit-transition-delay:0;
+                transition-delay:0;
+        -webkit-transition-duration:100ms;
+                transition-duration:100ms;
+        -webkit-transition-property:-webkit-transform;
+        transition-property:-webkit-transform;
+        transition-property:transform;
+        transition-property:transform, -webkit-transform;
+        -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+                transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-popover.bp3-dark,
+  .bp3-dark .bp3-popover{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }
+    .bp3-popover.bp3-dark .bp3-popover-content,
+    .bp3-dark .bp3-popover .bp3-popover-content{
+      background:#30404d;
+      color:inherit; }
+    .bp3-popover.bp3-dark .bp3-popover-arrow::before,
+    .bp3-dark .bp3-popover .bp3-popover-arrow::before{
+      -webkit-box-shadow:1px 1px 6px rgba(16, 22, 26, 0.4);
+              box-shadow:1px 1px 6px rgba(16, 22, 26, 0.4); }
+    .bp3-popover.bp3-dark .bp3-popover-arrow-border,
+    .bp3-dark .bp3-popover .bp3-popover-arrow-border{
+      fill:#10161a;
+      fill-opacity:0.2; }
+    .bp3-popover.bp3-dark .bp3-popover-arrow-fill,
+    .bp3-dark .bp3-popover .bp3-popover-arrow-fill{
+      fill:#30404d; }
+
+.bp3-popover-arrow::before{
+  border-radius:2px;
+  content:"";
+  display:block;
+  position:absolute;
+  -webkit-transform:rotate(45deg);
+          transform:rotate(45deg); }
+
+.bp3-tether-pinned .bp3-popover-arrow{
+  display:none; }
+
+.bp3-popover-backdrop{
+  background:rgba(255, 255, 255, 0); }
+
+.bp3-transition-container{
+  opacity:1;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  z-index:20; }
+  .bp3-transition-container.bp3-popover-enter, .bp3-transition-container.bp3-popover-appear{
+    opacity:0; }
+  .bp3-transition-container.bp3-popover-enter-active, .bp3-transition-container.bp3-popover-appear-active{
+    opacity:1;
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:100ms;
+            transition-duration:100ms;
+    -webkit-transition-property:opacity;
+    transition-property:opacity;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-transition-container.bp3-popover-exit{
+    opacity:1; }
+  .bp3-transition-container.bp3-popover-exit-active{
+    opacity:0;
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:100ms;
+            transition-duration:100ms;
+    -webkit-transition-property:opacity;
+    transition-property:opacity;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-transition-container:focus{
+    outline:none; }
+  .bp3-transition-container.bp3-popover-leave .bp3-popover-content{
+    pointer-events:none; }
+  .bp3-transition-container[data-x-out-of-boundaries]{
+    display:none; }
+
+span.bp3-popover-target{
+  display:inline-block; }
+
+.bp3-popover-wrapper.bp3-fill{
+  width:100%; }
+
+.bp3-portal{
+  left:0;
+  position:absolute;
+  right:0;
+  top:0; }
+@-webkit-keyframes linear-progress-bar-stripes{
+  from{
+    background-position:0 0; }
+  to{
+    background-position:30px 0; } }
+@keyframes linear-progress-bar-stripes{
+  from{
+    background-position:0 0; }
+  to{
+    background-position:30px 0; } }
+
+.bp3-progress-bar{
+  background:rgba(92, 112, 128, 0.2);
+  border-radius:40px;
+  display:block;
+  height:8px;
+  overflow:hidden;
+  position:relative;
+  width:100%; }
+  .bp3-progress-bar .bp3-progress-meter{
+    background:linear-gradient(-45deg, rgba(255, 255, 255, 0.2) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.2) 50%, rgba(255, 255, 255, 0.2) 75%, transparent 75%);
+    background-color:rgba(92, 112, 128, 0.8);
+    background-size:30px 30px;
+    border-radius:40px;
+    height:100%;
+    position:absolute;
+    -webkit-transition:width 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    transition:width 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    width:100%; }
+  .bp3-progress-bar:not(.bp3-no-animation):not(.bp3-no-stripes) .bp3-progress-meter{
+    animation:linear-progress-bar-stripes 300ms linear infinite reverse; }
+  .bp3-progress-bar.bp3-no-stripes .bp3-progress-meter{
+    background-image:none; }
+
+.bp3-dark .bp3-progress-bar{
+  background:rgba(16, 22, 26, 0.5); }
+  .bp3-dark .bp3-progress-bar .bp3-progress-meter{
+    background-color:#8a9ba8; }
+
+.bp3-progress-bar.bp3-intent-primary .bp3-progress-meter{
+  background-color:#137cbd; }
+
+.bp3-progress-bar.bp3-intent-success .bp3-progress-meter{
+  background-color:#0f9960; }
+
+.bp3-progress-bar.bp3-intent-warning .bp3-progress-meter{
+  background-color:#d9822b; }
+
+.bp3-progress-bar.bp3-intent-danger .bp3-progress-meter{
+  background-color:#db3737; }
+@-webkit-keyframes skeleton-glow{
+  from{
+    background:rgba(206, 217, 224, 0.2);
+    border-color:rgba(206, 217, 224, 0.2); }
+  to{
+    background:rgba(92, 112, 128, 0.2);
+    border-color:rgba(92, 112, 128, 0.2); } }
+@keyframes skeleton-glow{
+  from{
+    background:rgba(206, 217, 224, 0.2);
+    border-color:rgba(206, 217, 224, 0.2); }
+  to{
+    background:rgba(92, 112, 128, 0.2);
+    border-color:rgba(92, 112, 128, 0.2); } }
+.bp3-skeleton{
+  -webkit-animation:1000ms linear infinite alternate skeleton-glow;
+          animation:1000ms linear infinite alternate skeleton-glow;
+  background:rgba(206, 217, 224, 0.2);
+  background-clip:padding-box !important;
+  border-color:rgba(206, 217, 224, 0.2) !important;
+  border-radius:2px;
+  -webkit-box-shadow:none !important;
+          box-shadow:none !important;
+  color:transparent !important;
+  cursor:default;
+  pointer-events:none;
+  -webkit-user-select:none;
+     -moz-user-select:none;
+      -ms-user-select:none;
+          user-select:none; }
+  .bp3-skeleton::before, .bp3-skeleton::after,
+  .bp3-skeleton *{
+    visibility:hidden !important; }
+.bp3-slider{
+  height:40px;
+  min-width:150px;
+  width:100%;
+  cursor:default;
+  outline:none;
+  position:relative;
+  -webkit-user-select:none;
+     -moz-user-select:none;
+      -ms-user-select:none;
+          user-select:none; }
+  .bp3-slider:hover{
+    cursor:pointer; }
+  .bp3-slider:active{
+    cursor:-webkit-grabbing;
+    cursor:grabbing; }
+  .bp3-slider.bp3-disabled{
+    cursor:not-allowed;
+    opacity:0.5; }
+  .bp3-slider.bp3-slider-unlabeled{
+    height:16px; }
+
+.bp3-slider-track,
+.bp3-slider-progress{
+  height:6px;
+  left:0;
+  right:0;
+  top:5px;
+  position:absolute; }
+
+.bp3-slider-track{
+  border-radius:3px;
+  overflow:hidden; }
+
+.bp3-slider-progress{
+  background:rgba(92, 112, 128, 0.2); }
+  .bp3-dark .bp3-slider-progress{
+    background:rgba(16, 22, 26, 0.5); }
+  .bp3-slider-progress.bp3-intent-primary{
+    background-color:#137cbd; }
+  .bp3-slider-progress.bp3-intent-success{
+    background-color:#0f9960; }
+  .bp3-slider-progress.bp3-intent-warning{
+    background-color:#d9822b; }
+  .bp3-slider-progress.bp3-intent-danger{
+    background-color:#db3737; }
+
+.bp3-slider-handle{
+  background-color:#f5f8fa;
+  background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));
+  background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));
+  -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+          box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+  color:#182026;
+  border-radius:3px;
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
+  cursor:pointer;
+  height:16px;
+  left:0;
+  position:absolute;
+  top:0;
+  width:16px; }
+  .bp3-slider-handle:hover{
+    background-clip:padding-box;
+    background-color:#ebf1f5;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
+  .bp3-slider-handle:active, .bp3-slider-handle.bp3-active{
+    background-color:#d8e1e8;
+    background-image:none;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+  .bp3-slider-handle:disabled, .bp3-slider-handle.bp3-disabled{
+    background-color:rgba(206, 217, 224, 0.5);
+    background-image:none;
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    color:rgba(92, 112, 128, 0.6);
+    cursor:not-allowed;
+    outline:none; }
+    .bp3-slider-handle:disabled.bp3-active, .bp3-slider-handle:disabled.bp3-active:hover, .bp3-slider-handle.bp3-disabled.bp3-active, .bp3-slider-handle.bp3-disabled.bp3-active:hover{
+      background:rgba(206, 217, 224, 0.7); }
+  .bp3-slider-handle:focus{
+    z-index:1; }
+  .bp3-slider-handle:hover{
+    background-clip:padding-box;
+    background-color:#ebf1f5;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
+    cursor:-webkit-grab;
+    cursor:grab;
+    z-index:2; }
+  .bp3-slider-handle.bp3-active{
+    background-color:#d8e1e8;
+    background-image:none;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 1px rgba(16, 22, 26, 0.1);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 1px rgba(16, 22, 26, 0.1);
+    cursor:-webkit-grabbing;
+    cursor:grabbing; }
+  .bp3-disabled .bp3-slider-handle{
+    background:#bfccd6;
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    pointer-events:none; }
+  .bp3-dark .bp3-slider-handle{
+    background-color:#394b59;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+    color:#f5f8fa; }
+    .bp3-dark .bp3-slider-handle:hover, .bp3-dark .bp3-slider-handle:active, .bp3-dark .bp3-slider-handle.bp3-active{
+      color:#f5f8fa; }
+    .bp3-dark .bp3-slider-handle:hover{
+      background-color:#30404d;
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-slider-handle:active, .bp3-dark .bp3-slider-handle.bp3-active{
+      background-color:#202b33;
+      background-image:none;
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-dark .bp3-slider-handle:disabled, .bp3-dark .bp3-slider-handle.bp3-disabled{
+      background-color:rgba(57, 75, 89, 0.5);
+      background-image:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(167, 182, 194, 0.6); }
+      .bp3-dark .bp3-slider-handle:disabled.bp3-active, .bp3-dark .bp3-slider-handle.bp3-disabled.bp3-active{
+        background:rgba(57, 75, 89, 0.7); }
+    .bp3-dark .bp3-slider-handle .bp3-button-spinner .bp3-spinner-head{
+      background:rgba(16, 22, 26, 0.5);
+      stroke:#8a9ba8; }
+    .bp3-dark .bp3-slider-handle, .bp3-dark .bp3-slider-handle:hover{
+      background-color:#394b59; }
+    .bp3-dark .bp3-slider-handle.bp3-active{
+      background-color:#293742; }
+  .bp3-dark .bp3-disabled .bp3-slider-handle{
+    background:#5c7080;
+    border-color:#5c7080;
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+  .bp3-slider-handle .bp3-slider-label{
+    background:#394b59;
+    border-radius:3px;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+    color:#f5f8fa;
+    margin-left:8px; }
+    .bp3-dark .bp3-slider-handle .bp3-slider-label{
+      background:#e1e8ed;
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+      color:#394b59; }
+    .bp3-disabled .bp3-slider-handle .bp3-slider-label{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+  .bp3-slider-handle.bp3-start, .bp3-slider-handle.bp3-end{
+    width:8px; }
+  .bp3-slider-handle.bp3-start{
+    border-bottom-right-radius:0;
+    border-top-right-radius:0; }
+  .bp3-slider-handle.bp3-end{
+    border-bottom-left-radius:0;
+    border-top-left-radius:0;
+    margin-left:8px; }
+    .bp3-slider-handle.bp3-end .bp3-slider-label{
+      margin-left:0; }
+
+.bp3-slider-label{
+  -webkit-transform:translate(-50%, 20px);
+          transform:translate(-50%, 20px);
+  display:inline-block;
+  font-size:12px;
+  line-height:1;
+  padding:2px 5px;
+  position:absolute;
+  vertical-align:top; }
+
+.bp3-slider.bp3-vertical{
+  height:150px;
+  min-width:40px;
+  width:40px; }
+  .bp3-slider.bp3-vertical .bp3-slider-track,
+  .bp3-slider.bp3-vertical .bp3-slider-progress{
+    bottom:0;
+    height:auto;
+    left:5px;
+    top:0;
+    width:6px; }
+  .bp3-slider.bp3-vertical .bp3-slider-progress{
+    top:auto; }
+  .bp3-slider.bp3-vertical .bp3-slider-label{
+    -webkit-transform:translate(20px, 50%);
+            transform:translate(20px, 50%); }
+  .bp3-slider.bp3-vertical .bp3-slider-handle{
+    top:auto; }
+    .bp3-slider.bp3-vertical .bp3-slider-handle .bp3-slider-label{
+      margin-left:0;
+      margin-top:-8px; }
+    .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-end, .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-start{
+      height:8px;
+      margin-left:0;
+      width:16px; }
+    .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-start{
+      border-bottom-right-radius:3px;
+      border-top-left-radius:0; }
+      .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-start .bp3-slider-label{
+        -webkit-transform:translate(20px);
+                transform:translate(20px); }
+    .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-end{
+      border-bottom-left-radius:0;
+      border-bottom-right-radius:0;
+      border-top-left-radius:3px;
+      margin-bottom:8px; }
+
+@-webkit-keyframes pt-spinner-animation{
+  from{
+    -webkit-transform:rotate(0deg);
+            transform:rotate(0deg); }
+  to{
+    -webkit-transform:rotate(360deg);
+            transform:rotate(360deg); } }
+
+@keyframes pt-spinner-animation{
+  from{
+    -webkit-transform:rotate(0deg);
+            transform:rotate(0deg); }
+  to{
+    -webkit-transform:rotate(360deg);
+            transform:rotate(360deg); } }
+
+.bp3-spinner{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-pack:center;
+      -ms-flex-pack:center;
+          justify-content:center;
+  overflow:visible;
+  vertical-align:middle; }
+  .bp3-spinner svg{
+    display:block; }
+  .bp3-spinner path{
+    fill-opacity:0; }
+  .bp3-spinner .bp3-spinner-head{
+    stroke:rgba(92, 112, 128, 0.8);
+    stroke-linecap:round;
+    -webkit-transform-origin:center;
+            transform-origin:center;
+    -webkit-transition:stroke-dashoffset 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    transition:stroke-dashoffset 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-spinner .bp3-spinner-track{
+    stroke:rgba(92, 112, 128, 0.2); }
+
+.bp3-spinner-animation{
+  -webkit-animation:pt-spinner-animation 500ms linear infinite;
+          animation:pt-spinner-animation 500ms linear infinite; }
+  .bp3-no-spin > .bp3-spinner-animation{
+    -webkit-animation:none;
+            animation:none; }
+
+.bp3-dark .bp3-spinner .bp3-spinner-head{
+  stroke:#8a9ba8; }
+
+.bp3-dark .bp3-spinner .bp3-spinner-track{
+  stroke:rgba(16, 22, 26, 0.5); }
+
+.bp3-spinner.bp3-intent-primary .bp3-spinner-head{
+  stroke:#137cbd; }
+
+.bp3-spinner.bp3-intent-success .bp3-spinner-head{
+  stroke:#0f9960; }
+
+.bp3-spinner.bp3-intent-warning .bp3-spinner-head{
+  stroke:#d9822b; }
+
+.bp3-spinner.bp3-intent-danger .bp3-spinner-head{
+  stroke:#db3737; }
+.bp3-tabs.bp3-vertical{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex; }
+  .bp3-tabs.bp3-vertical > .bp3-tab-list{
+    -webkit-box-align:start;
+        -ms-flex-align:start;
+            align-items:flex-start;
+    -webkit-box-orient:vertical;
+    -webkit-box-direction:normal;
+        -ms-flex-direction:column;
+            flex-direction:column; }
+    .bp3-tabs.bp3-vertical > .bp3-tab-list .bp3-tab{
+      border-radius:3px;
+      padding:0 10px;
+      width:100%; }
+      .bp3-tabs.bp3-vertical > .bp3-tab-list .bp3-tab[aria-selected="true"]{
+        background-color:rgba(19, 124, 189, 0.2);
+        -webkit-box-shadow:none;
+                box-shadow:none; }
+    .bp3-tabs.bp3-vertical > .bp3-tab-list .bp3-tab-indicator-wrapper .bp3-tab-indicator{
+      background-color:rgba(19, 124, 189, 0.2);
+      border-radius:3px;
+      bottom:0;
+      height:auto;
+      left:0;
+      right:0;
+      top:0; }
+  .bp3-tabs.bp3-vertical > .bp3-tab-panel{
+    margin-top:0;
+    padding-left:20px; }
+
+.bp3-tab-list{
+  -webkit-box-align:end;
+      -ms-flex-align:end;
+          align-items:flex-end;
+  border:none;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-flex:0;
+      -ms-flex:0 0 auto;
+          flex:0 0 auto;
+  list-style:none;
+  margin:0;
+  padding:0;
+  position:relative; }
+  .bp3-tab-list > *:not(:last-child){
+    margin-right:20px; }
+
+.bp3-tab{
+  overflow:hidden;
+  text-overflow:ellipsis;
+  white-space:nowrap;
+  word-wrap:normal;
+  color:#182026;
+  cursor:pointer;
+  -webkit-box-flex:0;
+      -ms-flex:0 0 auto;
+          flex:0 0 auto;
+  font-size:14px;
+  line-height:30px;
+  max-width:100%;
+  position:relative;
+  vertical-align:top; }
+  .bp3-tab a{
+    color:inherit;
+    display:block;
+    text-decoration:none; }
+  .bp3-tab-indicator-wrapper ~ .bp3-tab{
+    background-color:transparent !important;
+    -webkit-box-shadow:none !important;
+            box-shadow:none !important; }
+  .bp3-tab[aria-disabled="true"]{
+    color:rgba(92, 112, 128, 0.6);
+    cursor:not-allowed; }
+  .bp3-tab[aria-selected="true"]{
+    border-radius:0;
+    -webkit-box-shadow:inset 0 -3px 0 #106ba3;
+            box-shadow:inset 0 -3px 0 #106ba3; }
+  .bp3-tab[aria-selected="true"], .bp3-tab:not([aria-disabled="true"]):hover{
+    color:#106ba3; }
+  .bp3-tab:focus{
+    -moz-outline-radius:0; }
+  .bp3-large > .bp3-tab{
+    font-size:16px;
+    line-height:40px; }
+
+.bp3-tab-panel{
+  margin-top:20px; }
+  .bp3-tab-panel[aria-hidden="true"]{
+    display:none; }
+
+.bp3-tab-indicator-wrapper{
+  left:0;
+  pointer-events:none;
+  position:absolute;
+  top:0;
+  -webkit-transform:translateX(0), translateY(0);
+          transform:translateX(0), translateY(0);
+  -webkit-transition:height, width, -webkit-transform;
+  transition:height, width, -webkit-transform;
+  transition:height, transform, width;
+  transition:height, transform, width, -webkit-transform;
+  -webkit-transition-duration:200ms;
+          transition-duration:200ms;
+  -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+          transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-tab-indicator-wrapper .bp3-tab-indicator{
+    background-color:#106ba3;
+    bottom:0;
+    height:3px;
+    left:0;
+    position:absolute;
+    right:0; }
+  .bp3-tab-indicator-wrapper.bp3-no-animation{
+    -webkit-transition:none;
+    transition:none; }
+
+.bp3-dark .bp3-tab{
+  color:#f5f8fa; }
+  .bp3-dark .bp3-tab[aria-disabled="true"]{
+    color:rgba(167, 182, 194, 0.6); }
+  .bp3-dark .bp3-tab[aria-selected="true"]{
+    -webkit-box-shadow:inset 0 -3px 0 #48aff0;
+            box-shadow:inset 0 -3px 0 #48aff0; }
+  .bp3-dark .bp3-tab[aria-selected="true"], .bp3-dark .bp3-tab:not([aria-disabled="true"]):hover{
+    color:#48aff0; }
+
+.bp3-dark .bp3-tab-indicator{
+  background-color:#48aff0; }
+
+.bp3-flex-expander{
+  -webkit-box-flex:1;
+      -ms-flex:1 1;
+          flex:1 1; }
+.bp3-tag{
+  display:-webkit-inline-box;
+  display:-ms-inline-flexbox;
+  display:inline-flex;
+  -webkit-box-orient:horizontal;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:row;
+          flex-direction:row;
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  background-color:#5c7080;
+  border:none;
+  border-radius:3px;
+  -webkit-box-shadow:none;
+          box-shadow:none;
+  color:#f5f8fa;
+  font-size:12px;
+  line-height:16px;
+  max-width:100%;
+  min-height:20px;
+  min-width:20px;
+  padding:2px 6px;
+  position:relative; }
+  .bp3-tag.bp3-interactive{
+    cursor:pointer; }
+    .bp3-tag.bp3-interactive:hover{
+      background-color:rgba(92, 112, 128, 0.85); }
+    .bp3-tag.bp3-interactive.bp3-active, .bp3-tag.bp3-interactive:active{
+      background-color:rgba(92, 112, 128, 0.7); }
+  .bp3-tag > *{
+    -webkit-box-flex:0;
+        -ms-flex-positive:0;
+            flex-grow:0;
+    -ms-flex-negative:0;
+        flex-shrink:0; }
+  .bp3-tag > .bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex-positive:1;
+            flex-grow:1;
+    -ms-flex-negative:1;
+        flex-shrink:1; }
+  .bp3-tag::before,
+  .bp3-tag > *{
+    margin-right:4px; }
+  .bp3-tag:empty::before,
+  .bp3-tag > :last-child{
+    margin-right:0; }
+  .bp3-tag:focus{
+    outline:rgba(19, 124, 189, 0.6) auto 2px;
+    outline-offset:0;
+    -moz-outline-radius:6px; }
+  .bp3-tag.bp3-round{
+    border-radius:30px;
+    padding-left:8px;
+    padding-right:8px; }
+  .bp3-dark .bp3-tag{
+    background-color:#bfccd6;
+    color:#182026; }
+    .bp3-dark .bp3-tag.bp3-interactive{
+      cursor:pointer; }
+      .bp3-dark .bp3-tag.bp3-interactive:hover{
+        background-color:rgba(191, 204, 214, 0.85); }
+      .bp3-dark .bp3-tag.bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-interactive:active{
+        background-color:rgba(191, 204, 214, 0.7); }
+    .bp3-dark .bp3-tag > .bp3-icon, .bp3-dark .bp3-tag .bp3-icon-standard, .bp3-dark .bp3-tag .bp3-icon-large{
+      fill:currentColor; }
+  .bp3-tag > .bp3-icon, .bp3-tag .bp3-icon-standard, .bp3-tag .bp3-icon-large{
+    fill:#ffffff; }
+  .bp3-tag.bp3-large,
+  .bp3-large .bp3-tag{
+    font-size:14px;
+    line-height:20px;
+    min-height:30px;
+    min-width:30px;
+    padding:5px 10px; }
+    .bp3-tag.bp3-large::before,
+    .bp3-tag.bp3-large > *,
+    .bp3-large .bp3-tag::before,
+    .bp3-large .bp3-tag > *{
+      margin-right:7px; }
+    .bp3-tag.bp3-large:empty::before,
+    .bp3-tag.bp3-large > :last-child,
+    .bp3-large .bp3-tag:empty::before,
+    .bp3-large .bp3-tag > :last-child{
+      margin-right:0; }
+    .bp3-tag.bp3-large.bp3-round,
+    .bp3-large .bp3-tag.bp3-round{
+      padding-left:12px;
+      padding-right:12px; }
+  .bp3-tag.bp3-intent-primary{
+    background:#137cbd;
+    color:#ffffff; }
+    .bp3-tag.bp3-intent-primary.bp3-interactive{
+      cursor:pointer; }
+      .bp3-tag.bp3-intent-primary.bp3-interactive:hover{
+        background-color:rgba(19, 124, 189, 0.85); }
+      .bp3-tag.bp3-intent-primary.bp3-interactive.bp3-active, .bp3-tag.bp3-intent-primary.bp3-interactive:active{
+        background-color:rgba(19, 124, 189, 0.7); }
+  .bp3-tag.bp3-intent-success{
+    background:#0f9960;
+    color:#ffffff; }
+    .bp3-tag.bp3-intent-success.bp3-interactive{
+      cursor:pointer; }
+      .bp3-tag.bp3-intent-success.bp3-interactive:hover{
+        background-color:rgba(15, 153, 96, 0.85); }
+      .bp3-tag.bp3-intent-success.bp3-interactive.bp3-active, .bp3-tag.bp3-intent-success.bp3-interactive:active{
+        background-color:rgba(15, 153, 96, 0.7); }
+  .bp3-tag.bp3-intent-warning{
+    background:#d9822b;
+    color:#ffffff; }
+    .bp3-tag.bp3-intent-warning.bp3-interactive{
+      cursor:pointer; }
+      .bp3-tag.bp3-intent-warning.bp3-interactive:hover{
+        background-color:rgba(217, 130, 43, 0.85); }
+      .bp3-tag.bp3-intent-warning.bp3-interactive.bp3-active, .bp3-tag.bp3-intent-warning.bp3-interactive:active{
+        background-color:rgba(217, 130, 43, 0.7); }
+  .bp3-tag.bp3-intent-danger{
+    background:#db3737;
+    color:#ffffff; }
+    .bp3-tag.bp3-intent-danger.bp3-interactive{
+      cursor:pointer; }
+      .bp3-tag.bp3-intent-danger.bp3-interactive:hover{
+        background-color:rgba(219, 55, 55, 0.85); }
+      .bp3-tag.bp3-intent-danger.bp3-interactive.bp3-active, .bp3-tag.bp3-intent-danger.bp3-interactive:active{
+        background-color:rgba(219, 55, 55, 0.7); }
+  .bp3-tag.bp3-fill{
+    display:-webkit-box;
+    display:-ms-flexbox;
+    display:flex;
+    width:100%; }
+  .bp3-tag.bp3-minimal > .bp3-icon, .bp3-tag.bp3-minimal .bp3-icon-standard, .bp3-tag.bp3-minimal .bp3-icon-large{
+    fill:#5c7080; }
+  .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]){
+    background-color:rgba(138, 155, 168, 0.2);
+    color:#182026; }
+    .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive{
+      cursor:pointer; }
+      .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive:hover{
+        background-color:rgba(92, 112, 128, 0.3); }
+      .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive.bp3-active, .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive:active{
+        background-color:rgba(92, 112, 128, 0.4); }
+    .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]){
+      color:#f5f8fa; }
+      .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive{
+        cursor:pointer; }
+        .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive:hover{
+          background-color:rgba(191, 204, 214, 0.3); }
+        .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive:active{
+          background-color:rgba(191, 204, 214, 0.4); }
+      .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]) > .bp3-icon, .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]) .bp3-icon-standard, .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]) .bp3-icon-large{
+        fill:#a7b6c2; }
+  .bp3-tag.bp3-minimal.bp3-intent-primary{
+    background-color:rgba(19, 124, 189, 0.15);
+    color:#106ba3; }
+    .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive{
+      cursor:pointer; }
+      .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive:hover{
+        background-color:rgba(19, 124, 189, 0.25); }
+      .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive.bp3-active, .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive:active{
+        background-color:rgba(19, 124, 189, 0.35); }
+    .bp3-tag.bp3-minimal.bp3-intent-primary > .bp3-icon, .bp3-tag.bp3-minimal.bp3-intent-primary .bp3-icon-standard, .bp3-tag.bp3-minimal.bp3-intent-primary .bp3-icon-large{
+      fill:#137cbd; }
+    .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-primary{
+      background-color:rgba(19, 124, 189, 0.25);
+      color:#48aff0; }
+      .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive{
+        cursor:pointer; }
+        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive:hover{
+          background-color:rgba(19, 124, 189, 0.35); }
+        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive:active{
+          background-color:rgba(19, 124, 189, 0.45); }
+  .bp3-tag.bp3-minimal.bp3-intent-success{
+    background-color:rgba(15, 153, 96, 0.15);
+    color:#0d8050; }
+    .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive{
+      cursor:pointer; }
+      .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive:hover{
+        background-color:rgba(15, 153, 96, 0.25); }
+      .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive.bp3-active, .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive:active{
+        background-color:rgba(15, 153, 96, 0.35); }
+    .bp3-tag.bp3-minimal.bp3-intent-success > .bp3-icon, .bp3-tag.bp3-minimal.bp3-intent-success .bp3-icon-standard, .bp3-tag.bp3-minimal.bp3-intent-success .bp3-icon-large{
+      fill:#0f9960; }
+    .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-success{
+      background-color:rgba(15, 153, 96, 0.25);
+      color:#3dcc91; }
+      .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive{
+        cursor:pointer; }
+        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive:hover{
+          background-color:rgba(15, 153, 96, 0.35); }
+        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive:active{
+          background-color:rgba(15, 153, 96, 0.45); }
+  .bp3-tag.bp3-minimal.bp3-intent-warning{
+    background-color:rgba(217, 130, 43, 0.15);
+    color:#bf7326; }
+    .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive{
+      cursor:pointer; }
+      .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive:hover{
+        background-color:rgba(217, 130, 43, 0.25); }
+      .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive.bp3-active, .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive:active{
+        background-color:rgba(217, 130, 43, 0.35); }
+    .bp3-tag.bp3-minimal.bp3-intent-warning > .bp3-icon, .bp3-tag.bp3-minimal.bp3-intent-warning .bp3-icon-standard, .bp3-tag.bp3-minimal.bp3-intent-warning .bp3-icon-large{
+      fill:#d9822b; }
+    .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-warning{
+      background-color:rgba(217, 130, 43, 0.25);
+      color:#ffb366; }
+      .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive{
+        cursor:pointer; }
+        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive:hover{
+          background-color:rgba(217, 130, 43, 0.35); }
+        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive:active{
+          background-color:rgba(217, 130, 43, 0.45); }
+  .bp3-tag.bp3-minimal.bp3-intent-danger{
+    background-color:rgba(219, 55, 55, 0.15);
+    color:#c23030; }
+    .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive{
+      cursor:pointer; }
+      .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive:hover{
+        background-color:rgba(219, 55, 55, 0.25); }
+      .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive.bp3-active, .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive:active{
+        background-color:rgba(219, 55, 55, 0.35); }
+    .bp3-tag.bp3-minimal.bp3-intent-danger > .bp3-icon, .bp3-tag.bp3-minimal.bp3-intent-danger .bp3-icon-standard, .bp3-tag.bp3-minimal.bp3-intent-danger .bp3-icon-large{
+      fill:#db3737; }
+    .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-danger{
+      background-color:rgba(219, 55, 55, 0.25);
+      color:#ff7373; }
+      .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive{
+        cursor:pointer; }
+        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive:hover{
+          background-color:rgba(219, 55, 55, 0.35); }
+        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive:active{
+          background-color:rgba(219, 55, 55, 0.45); }
+
+.bp3-tag-remove{
+  background:none;
+  border:none;
+  color:inherit;
+  cursor:pointer;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  margin-bottom:-2px;
+  margin-right:-6px !important;
+  margin-top:-2px;
+  opacity:0.5;
+  padding:2px;
+  padding-left:0; }
+  .bp3-tag-remove:hover{
+    background:none;
+    opacity:0.8;
+    text-decoration:none; }
+  .bp3-tag-remove:active{
+    opacity:1; }
+  .bp3-tag-remove:empty::before{
+    font-family:"Icons16", sans-serif;
+    font-size:16px;
+    font-style:normal;
+    font-weight:400;
+    line-height:1;
+    -moz-osx-font-smoothing:grayscale;
+    -webkit-font-smoothing:antialiased;
+    content:""; }
+  .bp3-large .bp3-tag-remove{
+    margin-right:-10px !important;
+    padding:0 5px 0 0; }
+    .bp3-large .bp3-tag-remove:empty::before{
+      font-family:"Icons20", sans-serif;
+      font-size:20px;
+      font-style:normal;
+      font-weight:400;
+      line-height:1; }
+.bp3-tag-input{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:horizontal;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:row;
+          flex-direction:row;
+  -webkit-box-align:start;
+      -ms-flex-align:start;
+          align-items:flex-start;
+  cursor:text;
+  height:auto;
+  line-height:inherit;
+  min-height:30px;
+  padding-left:5px;
+  padding-right:0; }
+  .bp3-tag-input > *{
+    -webkit-box-flex:0;
+        -ms-flex-positive:0;
+            flex-grow:0;
+    -ms-flex-negative:0;
+        flex-shrink:0; }
+  .bp3-tag-input > .bp3-tag-input-values{
+    -webkit-box-flex:1;
+        -ms-flex-positive:1;
+            flex-grow:1;
+    -ms-flex-negative:1;
+        flex-shrink:1; }
+  .bp3-tag-input .bp3-tag-input-icon{
+    color:#5c7080;
+    margin-left:2px;
+    margin-right:7px;
+    margin-top:7px; }
+  .bp3-tag-input .bp3-tag-input-values{
+    display:-webkit-box;
+    display:-ms-flexbox;
+    display:flex;
+    -webkit-box-orient:horizontal;
+    -webkit-box-direction:normal;
+        -ms-flex-direction:row;
+            flex-direction:row;
+    -webkit-box-align:center;
+        -ms-flex-align:center;
+            align-items:center;
+    -ms-flex-item-align:stretch;
+        align-self:stretch;
+    -ms-flex-wrap:wrap;
+        flex-wrap:wrap;
+    margin-right:7px;
+    margin-top:5px;
+    min-width:0; }
+    .bp3-tag-input .bp3-tag-input-values > *{
+      -webkit-box-flex:0;
+          -ms-flex-positive:0;
+              flex-grow:0;
+      -ms-flex-negative:0;
+          flex-shrink:0; }
+    .bp3-tag-input .bp3-tag-input-values > .bp3-fill{
+      -webkit-box-flex:1;
+          -ms-flex-positive:1;
+              flex-grow:1;
+      -ms-flex-negative:1;
+          flex-shrink:1; }
+    .bp3-tag-input .bp3-tag-input-values::before,
+    .bp3-tag-input .bp3-tag-input-values > *{
+      margin-right:5px; }
+    .bp3-tag-input .bp3-tag-input-values:empty::before,
+    .bp3-tag-input .bp3-tag-input-values > :last-child{
+      margin-right:0; }
+    .bp3-tag-input .bp3-tag-input-values:first-child .bp3-input-ghost:first-child{
+      padding-left:5px; }
+    .bp3-tag-input .bp3-tag-input-values > *{
+      margin-bottom:5px; }
+  .bp3-tag-input .bp3-tag{
+    overflow-wrap:break-word; }
+    .bp3-tag-input .bp3-tag.bp3-active{
+      outline:rgba(19, 124, 189, 0.6) auto 2px;
+      outline-offset:0;
+      -moz-outline-radius:6px; }
+  .bp3-tag-input .bp3-input-ghost{
+    -webkit-box-flex:1;
+        -ms-flex:1 1 auto;
+            flex:1 1 auto;
+    line-height:20px;
+    width:80px; }
+    .bp3-tag-input .bp3-input-ghost:disabled, .bp3-tag-input .bp3-input-ghost.bp3-disabled{
+      cursor:not-allowed; }
+  .bp3-tag-input .bp3-button,
+  .bp3-tag-input .bp3-spinner{
+    margin:3px;
+    margin-left:0; }
+  .bp3-tag-input .bp3-button{
+    min-height:24px;
+    min-width:24px;
+    padding:0 7px; }
+  .bp3-tag-input.bp3-large{
+    height:auto;
+    min-height:40px; }
+    .bp3-tag-input.bp3-large::before,
+    .bp3-tag-input.bp3-large > *{
+      margin-right:10px; }
+    .bp3-tag-input.bp3-large:empty::before,
+    .bp3-tag-input.bp3-large > :last-child{
+      margin-right:0; }
+    .bp3-tag-input.bp3-large .bp3-tag-input-icon{
+      margin-left:5px;
+      margin-top:10px; }
+    .bp3-tag-input.bp3-large .bp3-input-ghost{
+      line-height:30px; }
+    .bp3-tag-input.bp3-large .bp3-button{
+      min-height:30px;
+      min-width:30px;
+      padding:5px 10px;
+      margin:5px;
+      margin-left:0; }
+    .bp3-tag-input.bp3-large .bp3-spinner{
+      margin:8px;
+      margin-left:0; }
+  .bp3-tag-input.bp3-active{
+    background-color:#ffffff;
+    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-tag-input.bp3-active.bp3-intent-primary{
+      -webkit-box-shadow:0 0 0 1px #106ba3, 0 0 0 3px rgba(16, 107, 163, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #106ba3, 0 0 0 3px rgba(16, 107, 163, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-tag-input.bp3-active.bp3-intent-success{
+      -webkit-box-shadow:0 0 0 1px #0d8050, 0 0 0 3px rgba(13, 128, 80, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #0d8050, 0 0 0 3px rgba(13, 128, 80, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-tag-input.bp3-active.bp3-intent-warning{
+      -webkit-box-shadow:0 0 0 1px #bf7326, 0 0 0 3px rgba(191, 115, 38, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #bf7326, 0 0 0 3px rgba(191, 115, 38, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-tag-input.bp3-active.bp3-intent-danger{
+      -webkit-box-shadow:0 0 0 1px #c23030, 0 0 0 3px rgba(194, 48, 48, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #c23030, 0 0 0 3px rgba(194, 48, 48, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+  .bp3-dark .bp3-tag-input .bp3-tag-input-icon, .bp3-tag-input.bp3-dark .bp3-tag-input-icon{
+    color:#a7b6c2; }
+  .bp3-dark .bp3-tag-input .bp3-input-ghost, .bp3-tag-input.bp3-dark .bp3-input-ghost{
+    color:#f5f8fa; }
+    .bp3-dark .bp3-tag-input .bp3-input-ghost::-webkit-input-placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost::-webkit-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-tag-input .bp3-input-ghost::-moz-placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost::-moz-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-tag-input .bp3-input-ghost:-ms-input-placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost:-ms-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-tag-input .bp3-input-ghost::-ms-input-placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost::-ms-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-tag-input .bp3-input-ghost::placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost::placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+  .bp3-dark .bp3-tag-input.bp3-active, .bp3-tag-input.bp3-dark.bp3-active{
+    background-color:rgba(16, 22, 26, 0.3);
+    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-tag-input.bp3-active.bp3-intent-primary, .bp3-tag-input.bp3-dark.bp3-active.bp3-intent-primary{
+      -webkit-box-shadow:0 0 0 1px #106ba3, 0 0 0 3px rgba(16, 107, 163, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px #106ba3, 0 0 0 3px rgba(16, 107, 163, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-tag-input.bp3-active.bp3-intent-success, .bp3-tag-input.bp3-dark.bp3-active.bp3-intent-success{
+      -webkit-box-shadow:0 0 0 1px #0d8050, 0 0 0 3px rgba(13, 128, 80, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px #0d8050, 0 0 0 3px rgba(13, 128, 80, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-tag-input.bp3-active.bp3-intent-warning, .bp3-tag-input.bp3-dark.bp3-active.bp3-intent-warning{
+      -webkit-box-shadow:0 0 0 1px #bf7326, 0 0 0 3px rgba(191, 115, 38, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px #bf7326, 0 0 0 3px rgba(191, 115, 38, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-tag-input.bp3-active.bp3-intent-danger, .bp3-tag-input.bp3-dark.bp3-active.bp3-intent-danger{
+      -webkit-box-shadow:0 0 0 1px #c23030, 0 0 0 3px rgba(194, 48, 48, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px #c23030, 0 0 0 3px rgba(194, 48, 48, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+
+.bp3-input-ghost{
+  background:none;
+  border:none;
+  -webkit-box-shadow:none;
+          box-shadow:none;
+  padding:0; }
+  .bp3-input-ghost::-webkit-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input-ghost::-moz-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input-ghost:-ms-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input-ghost::-ms-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input-ghost::placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input-ghost:focus{
+    outline:none !important; }
+.bp3-toast{
+  -webkit-box-align:start;
+      -ms-flex-align:start;
+          align-items:flex-start;
+  background-color:#ffffff;
+  border-radius:3px;
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  margin:20px 0 0;
+  max-width:500px;
+  min-width:300px;
+  pointer-events:all;
+  position:relative !important; }
+  .bp3-toast.bp3-toast-enter, .bp3-toast.bp3-toast-appear{
+    -webkit-transform:translateY(-40px);
+            transform:translateY(-40px); }
+  .bp3-toast.bp3-toast-enter-active, .bp3-toast.bp3-toast-appear-active{
+    -webkit-transform:translateY(0);
+            transform:translateY(0);
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:300ms;
+            transition-duration:300ms;
+    -webkit-transition-property:-webkit-transform;
+    transition-property:-webkit-transform;
+    transition-property:transform;
+    transition-property:transform, -webkit-transform;
+    -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
+            transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
+  .bp3-toast.bp3-toast-enter ~ .bp3-toast, .bp3-toast.bp3-toast-appear ~ .bp3-toast{
+    -webkit-transform:translateY(-40px);
+            transform:translateY(-40px); }
+  .bp3-toast.bp3-toast-enter-active ~ .bp3-toast, .bp3-toast.bp3-toast-appear-active ~ .bp3-toast{
+    -webkit-transform:translateY(0);
+            transform:translateY(0);
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:300ms;
+            transition-duration:300ms;
+    -webkit-transition-property:-webkit-transform;
+    transition-property:-webkit-transform;
+    transition-property:transform;
+    transition-property:transform, -webkit-transform;
+    -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
+            transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
+  .bp3-toast.bp3-toast-exit{
+    opacity:1;
+    -webkit-filter:blur(0);
+            filter:blur(0); }
+  .bp3-toast.bp3-toast-exit-active{
+    opacity:0;
+    -webkit-filter:blur(10px);
+            filter:blur(10px);
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:300ms;
+            transition-duration:300ms;
+    -webkit-transition-property:opacity, -webkit-filter;
+    transition-property:opacity, -webkit-filter;
+    transition-property:opacity, filter;
+    transition-property:opacity, filter, -webkit-filter;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-toast.bp3-toast-exit ~ .bp3-toast{
+    -webkit-transform:translateY(0);
+            transform:translateY(0); }
+  .bp3-toast.bp3-toast-exit-active ~ .bp3-toast{
+    -webkit-transform:translateY(-40px);
+            transform:translateY(-40px);
+    -webkit-transition-delay:50ms;
+            transition-delay:50ms;
+    -webkit-transition-duration:100ms;
+            transition-duration:100ms;
+    -webkit-transition-property:-webkit-transform;
+    transition-property:-webkit-transform;
+    transition-property:transform;
+    transition-property:transform, -webkit-transform;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-toast .bp3-button-group{
+    -webkit-box-flex:0;
+        -ms-flex:0 0 auto;
+            flex:0 0 auto;
+    padding:5px;
+    padding-left:0; }
+  .bp3-toast > .bp3-icon{
+    color:#5c7080;
+    margin:12px;
+    margin-right:0; }
+  .bp3-toast.bp3-dark,
+  .bp3-dark .bp3-toast{
+    background-color:#394b59;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }
+    .bp3-toast.bp3-dark > .bp3-icon,
+    .bp3-dark .bp3-toast > .bp3-icon{
+      color:#a7b6c2; }
+  .bp3-toast[class*="bp3-intent-"] a{
+    color:rgba(255, 255, 255, 0.7); }
+    .bp3-toast[class*="bp3-intent-"] a:hover{
+      color:#ffffff; }
+  .bp3-toast[class*="bp3-intent-"] > .bp3-icon{
+    color:#ffffff; }
+  .bp3-toast[class*="bp3-intent-"] .bp3-button, .bp3-toast[class*="bp3-intent-"] .bp3-button::before,
+  .bp3-toast[class*="bp3-intent-"] .bp3-button .bp3-icon, .bp3-toast[class*="bp3-intent-"] .bp3-button:active{
+    color:rgba(255, 255, 255, 0.7) !important; }
+  .bp3-toast[class*="bp3-intent-"] .bp3-button:focus{
+    outline-color:rgba(255, 255, 255, 0.5); }
+  .bp3-toast[class*="bp3-intent-"] .bp3-button:hover{
+    background-color:rgba(255, 255, 255, 0.15) !important;
+    color:#ffffff !important; }
+  .bp3-toast[class*="bp3-intent-"] .bp3-button:active{
+    background-color:rgba(255, 255, 255, 0.3) !important;
+    color:#ffffff !important; }
+  .bp3-toast[class*="bp3-intent-"] .bp3-button::after{
+    background:rgba(255, 255, 255, 0.3) !important; }
+  .bp3-toast.bp3-intent-primary{
+    background-color:#137cbd;
+    color:#ffffff; }
+  .bp3-toast.bp3-intent-success{
+    background-color:#0f9960;
+    color:#ffffff; }
+  .bp3-toast.bp3-intent-warning{
+    background-color:#d9822b;
+    color:#ffffff; }
+  .bp3-toast.bp3-intent-danger{
+    background-color:#db3737;
+    color:#ffffff; }
+
+.bp3-toast-message{
+  -webkit-box-flex:1;
+      -ms-flex:1 1 auto;
+          flex:1 1 auto;
+  padding:11px;
+  word-break:break-word; }
+
+.bp3-toast-container{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  display:-webkit-box !important;
+  display:-ms-flexbox !important;
+  display:flex !important;
+  -webkit-box-orient:vertical;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:column;
+          flex-direction:column;
+  left:0;
+  overflow:hidden;
+  padding:0 20px 20px;
+  pointer-events:none;
+  right:0;
+  z-index:40; }
+  .bp3-toast-container.bp3-toast-container-in-portal{
+    position:fixed; }
+  .bp3-toast-container.bp3-toast-container-inline{
+    position:absolute; }
+  .bp3-toast-container.bp3-toast-container-top{
+    top:0; }
+  .bp3-toast-container.bp3-toast-container-bottom{
+    bottom:0;
+    -webkit-box-orient:vertical;
+    -webkit-box-direction:reverse;
+        -ms-flex-direction:column-reverse;
+            flex-direction:column-reverse;
+    top:auto; }
+  .bp3-toast-container.bp3-toast-container-left{
+    -webkit-box-align:start;
+        -ms-flex-align:start;
+            align-items:flex-start; }
+  .bp3-toast-container.bp3-toast-container-right{
+    -webkit-box-align:end;
+        -ms-flex-align:end;
+            align-items:flex-end; }
+
+.bp3-toast-container-bottom .bp3-toast.bp3-toast-enter:not(.bp3-toast-enter-active),
+.bp3-toast-container-bottom .bp3-toast.bp3-toast-enter:not(.bp3-toast-enter-active) ~ .bp3-toast, .bp3-toast-container-bottom .bp3-toast.bp3-toast-appear:not(.bp3-toast-appear-active),
+.bp3-toast-container-bottom .bp3-toast.bp3-toast-appear:not(.bp3-toast-appear-active) ~ .bp3-toast,
+.bp3-toast-container-bottom .bp3-toast.bp3-toast-exit-active ~ .bp3-toast,
+.bp3-toast-container-bottom .bp3-toast.bp3-toast-leave-active ~ .bp3-toast{
+  -webkit-transform:translateY(60px);
+          transform:translateY(60px); }
+.bp3-tooltip{
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+  -webkit-transform:scale(1);
+          transform:scale(1); }
+  .bp3-tooltip .bp3-popover-arrow{
+    height:22px;
+    position:absolute;
+    width:22px; }
+    .bp3-tooltip .bp3-popover-arrow::before{
+      height:14px;
+      margin:4px;
+      width:14px; }
+  .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-tooltip{
+    margin-bottom:11px;
+    margin-top:-11px; }
+    .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-tooltip > .bp3-popover-arrow{
+      bottom:-8px; }
+      .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-tooltip > .bp3-popover-arrow svg{
+        -webkit-transform:rotate(-90deg);
+                transform:rotate(-90deg); }
+  .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-tooltip{
+    margin-left:11px; }
+    .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-tooltip > .bp3-popover-arrow{
+      left:-8px; }
+      .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-tooltip > .bp3-popover-arrow svg{
+        -webkit-transform:rotate(0);
+                transform:rotate(0); }
+  .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-tooltip{
+    margin-top:11px; }
+    .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-tooltip > .bp3-popover-arrow{
+      top:-8px; }
+      .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-tooltip > .bp3-popover-arrow svg{
+        -webkit-transform:rotate(90deg);
+                transform:rotate(90deg); }
+  .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-tooltip{
+    margin-left:-11px;
+    margin-right:11px; }
+    .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-tooltip > .bp3-popover-arrow{
+      right:-8px; }
+      .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-tooltip > .bp3-popover-arrow svg{
+        -webkit-transform:rotate(180deg);
+                transform:rotate(180deg); }
+  .bp3-tether-element-attached-middle > .bp3-tooltip > .bp3-popover-arrow{
+    top:50%;
+    -webkit-transform:translateY(-50%);
+            transform:translateY(-50%); }
+  .bp3-tether-element-attached-center > .bp3-tooltip > .bp3-popover-arrow{
+    right:50%;
+    -webkit-transform:translateX(50%);
+            transform:translateX(50%); }
+  .bp3-tether-element-attached-top.bp3-tether-target-attached-top > .bp3-tooltip > .bp3-popover-arrow{
+    top:-0.22183px; }
+  .bp3-tether-element-attached-right.bp3-tether-target-attached-right > .bp3-tooltip > .bp3-popover-arrow{
+    right:-0.22183px; }
+  .bp3-tether-element-attached-left.bp3-tether-target-attached-left > .bp3-tooltip > .bp3-popover-arrow{
+    left:-0.22183px; }
+  .bp3-tether-element-attached-bottom.bp3-tether-target-attached-bottom > .bp3-tooltip > .bp3-popover-arrow{
+    bottom:-0.22183px; }
+  .bp3-tether-element-attached-top.bp3-tether-element-attached-left > .bp3-tooltip{
+    -webkit-transform-origin:top left;
+            transform-origin:top left; }
+  .bp3-tether-element-attached-top.bp3-tether-element-attached-center > .bp3-tooltip{
+    -webkit-transform-origin:top center;
+            transform-origin:top center; }
+  .bp3-tether-element-attached-top.bp3-tether-element-attached-right > .bp3-tooltip{
+    -webkit-transform-origin:top right;
+            transform-origin:top right; }
+  .bp3-tether-element-attached-middle.bp3-tether-element-attached-left > .bp3-tooltip{
+    -webkit-transform-origin:center left;
+            transform-origin:center left; }
+  .bp3-tether-element-attached-middle.bp3-tether-element-attached-center > .bp3-tooltip{
+    -webkit-transform-origin:center center;
+            transform-origin:center center; }
+  .bp3-tether-element-attached-middle.bp3-tether-element-attached-right > .bp3-tooltip{
+    -webkit-transform-origin:center right;
+            transform-origin:center right; }
+  .bp3-tether-element-attached-bottom.bp3-tether-element-attached-left > .bp3-tooltip{
+    -webkit-transform-origin:bottom left;
+            transform-origin:bottom left; }
+  .bp3-tether-element-attached-bottom.bp3-tether-element-attached-center > .bp3-tooltip{
+    -webkit-transform-origin:bottom center;
+            transform-origin:bottom center; }
+  .bp3-tether-element-attached-bottom.bp3-tether-element-attached-right > .bp3-tooltip{
+    -webkit-transform-origin:bottom right;
+            transform-origin:bottom right; }
+  .bp3-tooltip .bp3-popover-content{
+    background:#394b59;
+    color:#f5f8fa; }
+  .bp3-tooltip .bp3-popover-arrow::before{
+    -webkit-box-shadow:1px 1px 6px rgba(16, 22, 26, 0.2);
+            box-shadow:1px 1px 6px rgba(16, 22, 26, 0.2); }
+  .bp3-tooltip .bp3-popover-arrow-border{
+    fill:#10161a;
+    fill-opacity:0.1; }
+  .bp3-tooltip .bp3-popover-arrow-fill{
+    fill:#394b59; }
+  .bp3-popover-enter > .bp3-tooltip, .bp3-popover-appear > .bp3-tooltip{
+    -webkit-transform:scale(0.8);
+            transform:scale(0.8); }
+  .bp3-popover-enter-active > .bp3-tooltip, .bp3-popover-appear-active > .bp3-tooltip{
+    -webkit-transform:scale(1);
+            transform:scale(1);
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:100ms;
+            transition-duration:100ms;
+    -webkit-transition-property:-webkit-transform;
+    transition-property:-webkit-transform;
+    transition-property:transform;
+    transition-property:transform, -webkit-transform;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-popover-exit > .bp3-tooltip{
+    -webkit-transform:scale(1);
+            transform:scale(1); }
+  .bp3-popover-exit-active > .bp3-tooltip{
+    -webkit-transform:scale(0.8);
+            transform:scale(0.8);
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:100ms;
+            transition-duration:100ms;
+    -webkit-transition-property:-webkit-transform;
+    transition-property:-webkit-transform;
+    transition-property:transform;
+    transition-property:transform, -webkit-transform;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-tooltip .bp3-popover-content{
+    padding:10px 12px; }
+  .bp3-tooltip.bp3-dark,
+  .bp3-dark .bp3-tooltip{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }
+    .bp3-tooltip.bp3-dark .bp3-popover-content,
+    .bp3-dark .bp3-tooltip .bp3-popover-content{
+      background:#e1e8ed;
+      color:#394b59; }
+    .bp3-tooltip.bp3-dark .bp3-popover-arrow::before,
+    .bp3-dark .bp3-tooltip .bp3-popover-arrow::before{
+      -webkit-box-shadow:1px 1px 6px rgba(16, 22, 26, 0.4);
+              box-shadow:1px 1px 6px rgba(16, 22, 26, 0.4); }
+    .bp3-tooltip.bp3-dark .bp3-popover-arrow-border,
+    .bp3-dark .bp3-tooltip .bp3-popover-arrow-border{
+      fill:#10161a;
+      fill-opacity:0.2; }
+    .bp3-tooltip.bp3-dark .bp3-popover-arrow-fill,
+    .bp3-dark .bp3-tooltip .bp3-popover-arrow-fill{
+      fill:#e1e8ed; }
+  .bp3-tooltip.bp3-intent-primary .bp3-popover-content{
+    background:#137cbd;
+    color:#ffffff; }
+  .bp3-tooltip.bp3-intent-primary .bp3-popover-arrow-fill{
+    fill:#137cbd; }
+  .bp3-tooltip.bp3-intent-success .bp3-popover-content{
+    background:#0f9960;
+    color:#ffffff; }
+  .bp3-tooltip.bp3-intent-success .bp3-popover-arrow-fill{
+    fill:#0f9960; }
+  .bp3-tooltip.bp3-intent-warning .bp3-popover-content{
+    background:#d9822b;
+    color:#ffffff; }
+  .bp3-tooltip.bp3-intent-warning .bp3-popover-arrow-fill{
+    fill:#d9822b; }
+  .bp3-tooltip.bp3-intent-danger .bp3-popover-content{
+    background:#db3737;
+    color:#ffffff; }
+  .bp3-tooltip.bp3-intent-danger .bp3-popover-arrow-fill{
+    fill:#db3737; }
+
+.bp3-tooltip-indicator{
+  border-bottom:dotted 1px;
+  cursor:help; }
+.bp3-tree .bp3-icon, .bp3-tree .bp3-icon-standard, .bp3-tree .bp3-icon-large{
+  color:#5c7080; }
+  .bp3-tree .bp3-icon.bp3-intent-primary, .bp3-tree .bp3-icon-standard.bp3-intent-primary, .bp3-tree .bp3-icon-large.bp3-intent-primary{
+    color:#137cbd; }
+  .bp3-tree .bp3-icon.bp3-intent-success, .bp3-tree .bp3-icon-standard.bp3-intent-success, .bp3-tree .bp3-icon-large.bp3-intent-success{
+    color:#0f9960; }
+  .bp3-tree .bp3-icon.bp3-intent-warning, .bp3-tree .bp3-icon-standard.bp3-intent-warning, .bp3-tree .bp3-icon-large.bp3-intent-warning{
+    color:#d9822b; }
+  .bp3-tree .bp3-icon.bp3-intent-danger, .bp3-tree .bp3-icon-standard.bp3-intent-danger, .bp3-tree .bp3-icon-large.bp3-intent-danger{
+    color:#db3737; }
+
+.bp3-tree-node-list{
+  list-style:none;
+  margin:0;
+  padding-left:0; }
+
+.bp3-tree-root{
+  background-color:transparent;
+  cursor:default;
+  padding-left:0;
+  position:relative; }
+
+.bp3-tree-node-content-0{
+  padding-left:0px; }
+
+.bp3-tree-node-content-1{
+  padding-left:23px; }
+
+.bp3-tree-node-content-2{
+  padding-left:46px; }
+
+.bp3-tree-node-content-3{
+  padding-left:69px; }
+
+.bp3-tree-node-content-4{
+  padding-left:92px; }
+
+.bp3-tree-node-content-5{
+  padding-left:115px; }
+
+.bp3-tree-node-content-6{
+  padding-left:138px; }
+
+.bp3-tree-node-content-7{
+  padding-left:161px; }
+
+.bp3-tree-node-content-8{
+  padding-left:184px; }
+
+.bp3-tree-node-content-9{
+  padding-left:207px; }
+
+.bp3-tree-node-content-10{
+  padding-left:230px; }
+
+.bp3-tree-node-content-11{
+  padding-left:253px; }
+
+.bp3-tree-node-content-12{
+  padding-left:276px; }
+
+.bp3-tree-node-content-13{
+  padding-left:299px; }
+
+.bp3-tree-node-content-14{
+  padding-left:322px; }
+
+.bp3-tree-node-content-15{
+  padding-left:345px; }
+
+.bp3-tree-node-content-16{
+  padding-left:368px; }
+
+.bp3-tree-node-content-17{
+  padding-left:391px; }
+
+.bp3-tree-node-content-18{
+  padding-left:414px; }
+
+.bp3-tree-node-content-19{
+  padding-left:437px; }
+
+.bp3-tree-node-content-20{
+  padding-left:460px; }
+
+.bp3-tree-node-content{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  height:30px;
+  padding-right:5px;
+  width:100%; }
+  .bp3-tree-node-content:hover{
+    background-color:rgba(191, 204, 214, 0.4); }
+
+.bp3-tree-node-caret,
+.bp3-tree-node-caret-none{
+  min-width:30px; }
+
+.bp3-tree-node-caret{
+  color:#5c7080;
+  cursor:pointer;
+  padding:7px;
+  -webkit-transform:rotate(0deg);
+          transform:rotate(0deg);
+  -webkit-transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-tree-node-caret:hover{
+    color:#182026; }
+  .bp3-dark .bp3-tree-node-caret{
+    color:#a7b6c2; }
+    .bp3-dark .bp3-tree-node-caret:hover{
+      color:#f5f8fa; }
+  .bp3-tree-node-caret.bp3-tree-node-caret-open{
+    -webkit-transform:rotate(90deg);
+            transform:rotate(90deg); }
+  .bp3-tree-node-caret.bp3-icon-standard::before{
+    content:""; }
+
+.bp3-tree-node-icon{
+  margin-right:7px;
+  position:relative; }
+
+.bp3-tree-node-label{
+  overflow:hidden;
+  text-overflow:ellipsis;
+  white-space:nowrap;
+  word-wrap:normal;
+  -webkit-box-flex:1;
+      -ms-flex:1 1 auto;
+          flex:1 1 auto;
+  position:relative;
+  -webkit-user-select:none;
+     -moz-user-select:none;
+      -ms-user-select:none;
+          user-select:none; }
+  .bp3-tree-node-label span{
+    display:inline; }
+
+.bp3-tree-node-secondary-label{
+  padding:0 5px;
+  -webkit-user-select:none;
+     -moz-user-select:none;
+      -ms-user-select:none;
+          user-select:none; }
+  .bp3-tree-node-secondary-label .bp3-popover-wrapper,
+  .bp3-tree-node-secondary-label .bp3-popover-target{
+    -webkit-box-align:center;
+        -ms-flex-align:center;
+            align-items:center;
+    display:-webkit-box;
+    display:-ms-flexbox;
+    display:flex; }
+
+.bp3-tree-node.bp3-disabled .bp3-tree-node-content{
+  background-color:inherit;
+  color:rgba(92, 112, 128, 0.6);
+  cursor:not-allowed; }
+
+.bp3-tree-node.bp3-disabled .bp3-tree-node-caret,
+.bp3-tree-node.bp3-disabled .bp3-tree-node-icon{
+  color:rgba(92, 112, 128, 0.6);
+  cursor:not-allowed; }
+
+.bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content{
+  background-color:#137cbd; }
+  .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content,
+  .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content .bp3-icon, .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content .bp3-icon-standard, .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content .bp3-icon-large{
+    color:#ffffff; }
+  .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content .bp3-tree-node-caret::before{
+    color:rgba(255, 255, 255, 0.7); }
+  .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content .bp3-tree-node-caret:hover::before{
+    color:#ffffff; }
+
+.bp3-dark .bp3-tree-node-content:hover{
+  background-color:rgba(92, 112, 128, 0.3); }
+
+.bp3-dark .bp3-tree .bp3-icon, .bp3-dark .bp3-tree .bp3-icon-standard, .bp3-dark .bp3-tree .bp3-icon-large{
+  color:#a7b6c2; }
+  .bp3-dark .bp3-tree .bp3-icon.bp3-intent-primary, .bp3-dark .bp3-tree .bp3-icon-standard.bp3-intent-primary, .bp3-dark .bp3-tree .bp3-icon-large.bp3-intent-primary{
+    color:#137cbd; }
+  .bp3-dark .bp3-tree .bp3-icon.bp3-intent-success, .bp3-dark .bp3-tree .bp3-icon-standard.bp3-intent-success, .bp3-dark .bp3-tree .bp3-icon-large.bp3-intent-success{
+    color:#0f9960; }
+  .bp3-dark .bp3-tree .bp3-icon.bp3-intent-warning, .bp3-dark .bp3-tree .bp3-icon-standard.bp3-intent-warning, .bp3-dark .bp3-tree .bp3-icon-large.bp3-intent-warning{
+    color:#d9822b; }
+  .bp3-dark .bp3-tree .bp3-icon.bp3-intent-danger, .bp3-dark .bp3-tree .bp3-icon-standard.bp3-intent-danger, .bp3-dark .bp3-tree .bp3-icon-large.bp3-intent-danger{
+    color:#db3737; }
+
+.bp3-dark .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content{
+  background-color:#137cbd; }
+.bp3-omnibar{
+  -webkit-filter:blur(0);
+          filter:blur(0);
+  opacity:1;
+  background-color:#ffffff;
+  border-radius:3px;
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
+  left:calc(50% - 250px);
+  top:20vh;
+  width:500px;
+  z-index:21; }
+  .bp3-omnibar.bp3-overlay-enter, .bp3-omnibar.bp3-overlay-appear{
+    -webkit-filter:blur(20px);
+            filter:blur(20px);
+    opacity:0.2; }
+  .bp3-omnibar.bp3-overlay-enter-active, .bp3-omnibar.bp3-overlay-appear-active{
+    -webkit-filter:blur(0);
+            filter:blur(0);
+    opacity:1;
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:200ms;
+            transition-duration:200ms;
+    -webkit-transition-property:opacity, -webkit-filter;
+    transition-property:opacity, -webkit-filter;
+    transition-property:filter, opacity;
+    transition-property:filter, opacity, -webkit-filter;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-omnibar.bp3-overlay-exit{
+    -webkit-filter:blur(0);
+            filter:blur(0);
+    opacity:1; }
+  .bp3-omnibar.bp3-overlay-exit-active{
+    -webkit-filter:blur(20px);
+            filter:blur(20px);
+    opacity:0.2;
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:200ms;
+            transition-duration:200ms;
+    -webkit-transition-property:opacity, -webkit-filter;
+    transition-property:opacity, -webkit-filter;
+    transition-property:filter, opacity;
+    transition-property:filter, opacity, -webkit-filter;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-omnibar .bp3-input{
+    background-color:transparent;
+    border-radius:0; }
+    .bp3-omnibar .bp3-input, .bp3-omnibar .bp3-input:focus{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+  .bp3-omnibar .bp3-menu{
+    background-color:transparent;
+    border-radius:0;
+    -webkit-box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.15);
+            box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.15);
+    max-height:calc(60vh - 40px);
+    overflow:auto; }
+    .bp3-omnibar .bp3-menu:empty{
+      display:none; }
+  .bp3-dark .bp3-omnibar, .bp3-omnibar.bp3-dark{
+    background-color:#30404d;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4); }
+
+.bp3-omnibar-overlay .bp3-overlay-backdrop{
+  background-color:rgba(16, 22, 26, 0.2); }
+
+.bp3-select-popover .bp3-popover-content{
+  padding:5px; }
+
+.bp3-select-popover .bp3-input-group{
+  margin-bottom:0; }
+
+.bp3-select-popover .bp3-menu{
+  max-height:300px;
+  max-width:400px;
+  overflow:auto;
+  padding:0; }
+  .bp3-select-popover .bp3-menu:not(:first-child){
+    padding-top:5px; }
+
+.bp3-multi-select{
+  min-width:150px; }
+
+.bp3-multi-select-popover .bp3-menu{
+  max-height:300px;
+  max-width:400px;
+  overflow:auto; }
+
+.bp3-select-popover .bp3-popover-content{
+  padding:5px; }
+
+.bp3-select-popover .bp3-input-group{
+  margin-bottom:0; }
+
+.bp3-select-popover .bp3-menu{
+  max-height:300px;
+  max-width:400px;
+  overflow:auto;
+  padding:0; }
+  .bp3-select-popover .bp3-menu:not(:first-child){
+    padding-top:5px; }
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/* This file was auto-generated by ensureUiComponents() in @jupyterlab/buildutils */
+
+/**
+ * (DEPRECATED) Support for consuming icons as CSS background images
+ */
+
+/* Icons urls */
+
+:root {
+  --jp-icon-add: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTE5IDEzaC02djZoLTJ2LTZINXYtMmg2VjVoMnY2aDZ2MnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-bug: url(data:image/svg+xml;base64,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);
+  --jp-icon-build: url(data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMTYiIHZpZXdCb3g9IjAgMCAyNCAyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTE0LjkgMTcuNDVDMTYuMjUgMTcuNDUgMTcuMzUgMTYuMzUgMTcuMzUgMTVDMTcuMzUgMTMuNjUgMTYuMjUgMTIuNTUgMTQuOSAxMi41NUMxMy41NCAxMi41NSAxMi40NSAxMy42NSAxMi40NSAxNUMxMi40NSAxNi4zNSAxMy41NCAxNy40NSAxNC45IDE3LjQ1Wk0yMC4xIDE1LjY4TDIxLjU4IDE2Ljg0QzIxLjcxIDE2Ljk1IDIxLjc1IDE3LjEzIDIxLjY2IDE3LjI5TDIwLjI2IDE5LjcxQzIwLjE3IDE5Ljg2IDIwIDE5LjkyIDE5LjgzIDE5Ljg2TDE4LjA5IDE5LjE2QzE3LjczIDE5LjQ0IDE3LjMzIDE5LjY3IDE2LjkxIDE5Ljg1TDE2LjY0IDIxLjdDMTYuNjIgMjEuODcgMTYuNDcgMjIgMTYuMyAyMkgxMy41QzEzLjMyIDIyIDEzLjE4IDIxLjg3IDEzLjE1IDIxLjdMMTIuODkgMTkuODVDMTIuNDYgMTkuNjcgMTIuMDcgMTkuNDQgMTEuNzEgMTkuMTZMOS45NjAwMiAxOS44NkM5LjgxMDAyIDE5LjkyIDkuNjIwMDIgMTkuODYgOS41NDAwMiAxOS43MUw4LjE0MDAyIDE3LjI5QzguMDUwMDIgMTcuMTMgOC4wOTAwMiAxNi45NSA4LjIyMDAyIDE2Ljg0TDkuNzAwMDIgMTUuNjhMOS42NTAwMSAxNUw5LjcwMDAyIDE0LjMxTDguMjIwMDIgMTMuMTZDOC4wOTAwMiAxMy4wNSA4LjA1MDAyIDEyLjg2IDguMTQwMDIgMTIuNzFMOS41NDAwMiAxMC4yOUM5LjYyMDAyIDEwLjEzIDkuODEwMDIgMTAuMDcgOS45NjAwMiAxMC4xM0wxMS43MSAxMC44NEMxMi4wNyAxMC41NiAxMi40NiAxMC4zMiAxMi44OSAxMC4xNUwxMy4xNSA4LjI4OTk4QzEzLjE4IDguMTI5OTggMTMuMzIgNy45OTk5OCAxMy41IDcuOTk5OThIMTYuM0MxNi40NyA3Ljk5OTk4IDE2LjYyIDguMTI5OTggMTYuNjQgOC4yODk5OEwxNi45MSAxMC4xNUMxNy4zMyAxMC4zMiAxNy43MyAxMC41NiAxOC4wOSAxMC44NEwxOS44MyAxMC4xM0MyMCAxMC4wNyAyMC4xNyAxMC4xMyAyMC4yNiAxMC4yOUwyMS42NiAxMi43MUMyMS43NSAxMi44NiAyMS43MSAxMy4wNSAyMS41OCAxMy4xNkwyMC4xIDE0LjMxTDIwLjE1IDE1TDIwLjEgMTUuNjhaIi8+CiAgICA8cGF0aCBkPSJNNy4zMjk2NiA3LjQ0NDU0QzguMDgzMSA3LjAwOTU0IDguMzM5MzIgNi4wNTMzMiA3LjkwNDMyIDUuMjk5ODhDNy40NjkzMiA0LjU0NjQzIDYuNTA4MSA0LjI4MTU2IDUuNzU0NjYgNC43MTY1NkM1LjM5MTc2IDQuOTI2MDggNS4xMjY5NSA1LjI3MTE4IDUuMDE4NDkgNS42NzU5NEM0LjkxMDA0IDYuMDgwNzEgNC45NjY4MiA2LjUxMTk4IDUuMTc2MzQgNi44NzQ4OEM1LjYxMTM0IDcuNjI4MzIgNi41NzYyMiA3Ljg3OTU0IDcuMzI5NjYgNy40NDQ1NFpNOS42NTcxOCA0Ljc5NTkzTDEwLjg2NzIgNC45NTE3OUMxMC45NjI4IDQuOTc3NDEgMTEuMDQwMiA1LjA3MTMzIDExLjAzODIgNS4xODc5M0wxMS4wMzg4IDYuOTg4OTNDMTEuMDQ1NSA3LjEwMDU0IDEwLjk2MTYgNy4xOTUxOCAxMC44NTUgNy4yMTA1NEw5LjY2MDAxIDcuMzgwODNMOS4yMzkxNSA4LjEzMTg4TDkuNjY5NjEgOS4yNTc0NUM5LjcwNzI5IDkuMzYyNzEgOS42NjkzNCA5LjQ3Njk5IDkuNTc0MDggOS41MzE5OUw4LjAxNTIzIDEwLjQzMkM3LjkxMTMxIDEwLjQ5MiA3Ljc5MzM3IDEwLjQ2NzcgNy43MjEwNSAxMC4zODI0TDYuOTg3NDggOS40MzE4OEw2LjEwOTMxIDkuNDMwODNMNS4zNDcwNCAxMC4zOTA1QzUuMjg5MDkgMTAuNDcwMiA1LjE3MzgzIDEwLjQ5MDUgNS4wNzE4NyAxMC40MzM5TDMuNTEyNDUgOS41MzI5M0MzLjQxMDQ5IDkuNDc2MzMgMy4zNzY0NyA5LjM1NzQxIDMuNDEwNzUgOS4yNTY3OUwzLjg2MzQ3IDguMTQwOTNMMy42MTc0OSA3Ljc3NDg4TDMuNDIzNDcgNy4zNzg4M0wyLjIzMDc1IDcuMjEyOTdDMi4xMjY0NyA3LjE5MjM1IDIuMDQwNDkgNy4xMDM0MiAyLjA0MjQ1IDYuOTg2ODJMMi4wNDE4NyA1LjE4NTgyQzIuMDQzODMgNS4wNjkyMiAyLjExOTA5IDQuOTc5NTggMi4yMTcwNCA0Ljk2OTIyTDMuNDIwNjUgNC43OTM5M0wzLjg2NzQ5IDQuMDI3ODhMMy40MTEwNSAyLjkxNzMxQzMuMzczMzcgMi44MTIwNCAzLjQxMTMxIDIuNjk3NzYgMy41MTUyMyAyLjYzNzc2TDUuMDc0MDggMS43Mzc3NkM1LjE2OTM0IDEuNjgyNzYgNS4yODcyOSAxLjcwNzA0IDUuMzU5NjEgMS43OTIzMUw2LjExOTE1IDIuNzI3ODhMNi45ODAwMSAyLjczODkzTDcuNzI0OTYgMS43ODkyMkM3Ljc5MTU2IDEuNzA0NTggNy45MTU0OCAxLjY3OTIyIDguMDA4NzkgMS43NDA4Mkw5LjU2ODIxIDIuNjQxODJDOS42NzAxNyAyLjY5ODQyIDkuNzEyODUgMi44MTIzNCA5LjY4NzIzIDIuOTA3OTdMOS4yMTcxOCA0LjAzMzgzTDkuNDYzMTYgNC4zOTk4OEw5LjY1NzE4IDQuNzk1OTNaIi8+CiAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-caret-down-empty-thin: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIwIDIwIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwb2x5Z29uIGNsYXNzPSJzdDEiIHBvaW50cz0iOS45LDEzLjYgMy42LDcuNCA0LjQsNi42IDkuOSwxMi4yIDE1LjQsNi43IDE2LjEsNy40ICIvPgoJPC9nPgo8L3N2Zz4K);
+  --jp-icon-caret-down-empty: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiIHNoYXBlLXJlbmRlcmluZz0iZ2VvbWV0cmljUHJlY2lzaW9uIj4KICAgIDxwYXRoIGQ9Ik01LjIsNS45TDksOS43bDMuOC0zLjhsMS4yLDEuMmwtNC45LDVsLTQuOS01TDUuMiw1Ljl6Ii8+CiAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-caret-down: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiIHNoYXBlLXJlbmRlcmluZz0iZ2VvbWV0cmljUHJlY2lzaW9uIj4KICAgIDxwYXRoIGQ9Ik01LjIsNy41TDksMTEuMmwzLjgtMy44SDUuMnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-caret-left: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwYXRoIGQ9Ik0xMC44LDEyLjhMNy4xLDlsMy44LTMuOGwwLDcuNkgxMC44eiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-caret-right: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiIHNoYXBlLXJlbmRlcmluZz0iZ2VvbWV0cmljUHJlY2lzaW9uIj4KICAgIDxwYXRoIGQ9Ik03LjIsNS4yTDEwLjksOWwtMy44LDMuOFY1LjJINy4yeiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-caret-up-empty-thin: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIwIDIwIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwb2x5Z29uIGNsYXNzPSJzdDEiIHBvaW50cz0iMTUuNCwxMy4zIDkuOSw3LjcgNC40LDEzLjIgMy42LDEyLjUgOS45LDYuMyAxNi4xLDEyLjYgIi8+Cgk8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-caret-up: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwYXRoIGQ9Ik01LjIsMTAuNUw5LDYuOGwzLjgsMy44SDUuMnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-case-sensitive: url(data:image/svg+xml;base64,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);
+  --jp-icon-check: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIj4KICAgIDxwYXRoIGQ9Ik05IDE2LjE3TDQuODMgMTJsLTEuNDIgMS40MUw5IDE5IDIxIDdsLTEuNDEtMS40MXoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-circle-empty: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEyIDJDNi40NyAyIDIgNi40NyAyIDEyczQuNDcgMTAgMTAgMTAgMTAtNC40NyAxMC0xMFMxNy41MyAyIDEyIDJ6bTAgMThjLTQuNDEgMC04LTMuNTktOC04czMuNTktOCA4LTggOCAzLjU5IDggOC0zLjU5IDgtOCA4eiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-circle: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMTggMTgiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPGNpcmNsZSBjeD0iOSIgY3k9IjkiIHI9IjgiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-clear: url(data:image/svg+xml;base64,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);
+  --jp-icon-close: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbi1ub25lIGpwLWljb24tc2VsZWN0YWJsZS1pbnZlcnNlIGpwLWljb24zLWhvdmVyIiBmaWxsPSJub25lIj4KICAgIDxjaXJjbGUgY3g9IjEyIiBjeT0iMTIiIHI9IjExIi8+CiAgPC9nPgoKICA8ZyBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIGpwLWljb24tYWNjZW50Mi1ob3ZlciIgZmlsbD0iIzYxNjE2MSI+CiAgICA8cGF0aCBkPSJNMTkgNi40MUwxNy41OSA1IDEyIDEwLjU5IDYuNDEgNSA1IDYuNDEgMTAuNTkgMTIgNSAxNy41OSA2LjQxIDE5IDEyIDEzLjQxIDE3LjU5IDE5IDE5IDE3LjU5IDEzLjQxIDEyeiIvPgogIDwvZz4KCiAgPGcgY2xhc3M9ImpwLWljb24tbm9uZSBqcC1pY29uLWJ1c3kiIGZpbGw9Im5vbmUiPgogICAgPGNpcmNsZSBjeD0iMTIiIGN5PSIxMiIgcj0iNyIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-code: url(data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMjIiIGhlaWdodD0iMjIiIHZpZXdCb3g9IjAgMCAyOCAyOCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CgkJPHBhdGggZD0iTTExLjQgMTguNkw2LjggMTRMMTEuNCA5LjRMMTAgOEw0IDE0TDEwIDIwTDExLjQgMTguNlpNMTYuNiAxOC42TDIxLjIgMTRMMTYuNiA5LjRMMTggOEwyNCAxNEwxOCAyMEwxNi42IDE4LjZWMTguNloiLz4KCTwvZz4KPC9zdmc+Cg==);
+  --jp-icon-console: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIwMCAyMDAiPgogIDxnIGNsYXNzPSJqcC1pY29uLWJyYW5kMSBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiMwMjg4RDEiPgogICAgPHBhdGggZD0iTTIwIDE5LjhoMTYwdjE1OS45SDIweiIvPgogIDwvZz4KICA8ZyBjbGFzcz0ianAtaWNvbi1zZWxlY3RhYmxlLWludmVyc2UiIGZpbGw9IiNmZmYiPgogICAgPHBhdGggZD0iTTEwNSAxMjcuM2g0MHYxMi44aC00MHpNNTEuMSA3N0w3NCA5OS45bC0yMy4zIDIzLjMgMTAuNSAxMC41IDIzLjMtMjMuM0w5NSA5OS45IDg0LjUgODkuNCA2MS42IDY2LjV6Ii8+CiAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-copy: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMTggMTgiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTExLjksMUgzLjJDMi40LDEsMS43LDEuNywxLjcsMi41djEwLjJoMS41VjIuNWg4LjdWMXogTTE0LjEsMy45aC04Yy0wLjgsMC0xLjUsMC43LTEuNSwxLjV2MTAuMmMwLDAuOCwwLjcsMS41LDEuNSwxLjVoOCBjMC44LDAsMS41LTAuNywxLjUtMS41VjUuNEMxNS41LDQuNiwxNC45LDMuOSwxNC4xLDMuOXogTTE0LjEsMTUuNWgtOFY1LjRoOFYxNS41eiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-copyright: url(data:image/svg+xml;base64,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);
+  --jp-icon-cut: url(data:image/svg+xml;base64,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);
+  --jp-icon-download: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTE5IDloLTRWM0g5djZINWw3IDcgNy03ek01IDE4djJoMTR2LTJINXoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-edit: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTMgMTcuMjVWMjFoMy43NUwxNy44MSA5Ljk0bC0zLjc1LTMuNzVMMyAxNy4yNXpNMjAuNzEgNy4wNGMuMzktLjM5LjM5LTEuMDIgMC0xLjQxbC0yLjM0LTIuMzRjLS4zOS0uMzktMS4wMi0uMzktMS40MSAwbC0xLjgzIDEuODMgMy43NSAzLjc1IDEuODMtMS44M3oiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-ellipses: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPGNpcmNsZSBjeD0iNSIgY3k9IjEyIiByPSIyIi8+CiAgICA8Y2lyY2xlIGN4PSIxMiIgY3k9IjEyIiByPSIyIi8+CiAgICA8Y2lyY2xlIGN4PSIxOSIgY3k9IjEyIiByPSIyIi8+CiAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-extension: url(data:image/svg+xml;base64,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);
+  --jp-icon-fast-forward: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIyNCIgaGVpZ2h0PSIyNCIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTQgMThsOC41LTZMNCA2djEyem05LTEydjEybDguNS02TDEzIDZ6Ii8+CiAgICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-file-upload: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTkgMTZoNnYtNmg0bC03LTctNyA3aDR6bS00IDJoMTR2Mkg1eiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-file: url(data:image/svg+xml;base64,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);
+  --jp-icon-filter-list: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEwIDE4aDR2LTJoLTR2MnpNMyA2djJoMThWNkgzem0zIDdoMTJ2LTJINnYyeiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-folder: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBkPSJNMTAgNEg0Yy0xLjEgMC0xLjk5LjktMS45OSAyTDIgMThjMCAxLjEuOSAyIDIgMmgxNmMxLjEgMCAyLS45IDItMlY4YzAtMS4xLS45LTItMi0yaC04bC0yLTJ6Ii8+Cjwvc3ZnPgo=);
+  --jp-icon-html5: url(data:image/svg+xml;base64,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);
+  --jp-icon-image: url(data:image/svg+xml;base64,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);
+  --jp-icon-inspector: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBkPSJNMjAgNEg0Yy0xLjEgMC0xLjk5LjktMS45OSAyTDIgMThjMCAxLjEuOSAyIDIgMmgxNmMxLjEgMCAyLS45IDItMlY2YzAtMS4xLS45LTItMi0yem0tNSAxNEg0di00aDExdjR6bTAtNUg0VjloMTF2NHptNSA1aC00VjloNHY5eiIvPgo8L3N2Zz4K);
+  --jp-icon-json: url(data:image/svg+xml;base64,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);
+  --jp-icon-julia: url(data:image/svg+xml;base64,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);
+  --jp-icon-jupyter-favicon: url(data:image/svg+xml;base64,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);
+  --jp-icon-jupyter: url(data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMzkiIGhlaWdodD0iNTEiIHZpZXdCb3g9IjAgMCAzOSA1MSIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyB0cmFuc2Zvcm09InRyYW5zbGF0ZSgtMTYzOCAtMjI4MSkiPgogICAgPGcgY2xhc3M9ImpwLWljb24td2FybjAiIGZpbGw9IiNGMzc3MjYiPgogICAgICA8cGF0aCB0cmFuc2Zvcm09InRyYW5zbGF0ZSgxNjM5Ljc0IDIzMTEuOTgpIiBkPSJNIDE4LjI2NDYgNy4xMzQxMUMgMTAuNDE0NSA3LjEzNDExIDMuNTU4NzIgNC4yNTc2IDAgMEMgMS4zMjUzOSAzLjgyMDQgMy43OTU1NiA3LjEzMDgxIDcuMDY4NiA5LjQ3MzAzQyAxMC4zNDE3IDExLjgxNTIgMTQuMjU1NyAxMy4wNzM0IDE4LjI2OSAxMy4wNzM0QyAyMi4yODIzIDEzLjA3MzQgMjYuMTk2MyAxMS44MTUyIDI5LjQ2OTQgOS40NzMwM0MgMzIuNzQyNCA3LjEzMDgxIDM1LjIxMjYgMy44MjA0IDM2LjUzOCAwQyAzMi45NzA1IDQuMjU3NiAyNi4xMTQ4IDcuMTM0MTEgMTguMjY0NiA3LjEzNDExWiIvPgogICAgICA8cGF0aCB0cmFuc2Zvcm09InRyYW5zbGF0ZSgxNjM5LjczIDIyODUuNDgpIiBkPSJNIDE4LjI3MzMgNS45MzkzMUMgMjYuMTIzNSA1LjkzOTMxIDMyLjk3OTMgOC44MTU4MyAzNi41MzggMTMuMDczNEMgMzUuMjEyNiA5LjI1MzAzIDMyLjc0MjQgNS45NDI2MiAyOS40Njk0IDMuNjAwNEMgMjYuMTk2MyAxLjI1ODE4IDIyLjI4MjMgMCAxOC4yNjkgMEMgMTQuMjU1NyAwIDEwLjM0MTcgMS4yNTgxOCA3LjA2ODYgMy42MDA0QyAzLjc5NTU2IDUuOTQyNjIgMS4zMjUzOSA5LjI1MzAzIDAgMTMuMDczNEMgMy41Njc0NSA4LjgyNDYzIDEwLjQyMzIgNS45MzkzMSAxOC4yNzMzIDUuOTM5MzFaIi8+CiAgICA8L2c+CiAgICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgICA8cGF0aCB0cmFuc2Zvcm09InRyYW5zbGF0ZSgxNjY5LjMgMjI4MS4zMSkiIGQ9Ik0gNS44OTM1MyAyLjg0NEMgNS45MTg4OSAzLjQzMTY1IDUuNzcwODUgNC4wMTM2NyA1LjQ2ODE1IDQuNTE2NDVDIDUuMTY1NDUgNS4wMTkyMiA0LjcyMTY4IDUuNDIwMTUgNC4xOTI5OSA1LjY2ODUxQyAzLjY2NDMgNS45MTY4OCAzLjA3NDQ0IDYuMDAxNTEgMi40OTgwNSA1LjkxMTcxQyAxLjkyMTY2IDUuODIxOSAxLjM4NDYzIDUuNTYxNyAwLjk1NDg5OCA1LjE2NDAxQyAwLjUyNTE3IDQuNzY2MzMgMC4yMjIwNTYgNC4yNDkwMyAwLjA4MzkwMzcgMy42Nzc1N0MgLTAuMDU0MjQ4MyAzLjEwNjExIC0wLjAyMTIzIDIuNTA2MTcgMC4xNzg3ODEgMS45NTM2NEMgMC4zNzg3OTMgMS40MDExIDAuNzM2ODA5IDAuOTIwODE3IDEuMjA3NTQgMC41NzM1MzhDIDEuNjc4MjYgMC4yMjYyNTkgMi4yNDA1NSAwLjAyNzU5MTkgMi44MjMyNiAwLjAwMjY3MjI5QyAzLjYwMzg5IC0wLjAzMDcxMTUgNC4zNjU3MyAwLjI0OTc4OSA0Ljk0MTQyIDAuNzgyNTUxQyA1LjUxNzExIDEuMzE1MzEgNS44NTk1NiAyLjA1Njc2IDUuODkzNTMgMi44NDRaIi8+CiAgICAgIDxwYXRoIHRyYW5zZm9ybT0idHJhbnNsYXRlKDE2MzkuOCAyMzIzLjgxKSIgZD0iTSA3LjQyNzg5IDMuNTgzMzhDIDcuNDYwMDggNC4zMjQzIDcuMjczNTUgNS4wNTgxOSA2Ljg5MTkzIDUuNjkyMTNDIDYuNTEwMzEgNi4zMjYwNyA1Ljk1MDc1IDYuODMxNTYgNS4yODQxMSA3LjE0NDZDIDQuNjE3NDcgNy40NTc2MyAzLjg3MzcxIDcuNTY0MTQgMy4xNDcwMiA3LjQ1MDYzQyAyLjQyMDMyIDcuMzM3MTIgMS43NDMzNiA3LjAwODcgMS4yMDE4NCA2LjUwNjk1QyAwLjY2MDMyOCA2LjAwNTIgMC4yNzg2MSA1LjM1MjY4IDAuMTA1MDE3IDQuNjMyMDJDIC0wLjA2ODU3NTcgMy45MTEzNSAtMC4wMjYyMzYxIDMuMTU0OTQgMC4yMjY2NzUgMi40NTg1NkMgMC40Nzk1ODcgMS43NjIxNyAwLjkzMTY5NyAxLjE1NzEzIDEuNTI1NzYgMC43MjAwMzNDIDIuMTE5ODMgMC4yODI5MzUgMi44MjkxNCAwLjAzMzQzOTUgMy41NjM4OSAwLjAwMzEzMzQ0QyA0LjU0NjY3IC0wLjAzNzQwMzMgNS41MDUyOSAwLjMxNjcwNiA2LjIyOTYxIDAuOTg3ODM1QyA2Ljk1MzkzIDEuNjU4OTYgNy4zODQ4NCAyLjU5MjM1IDcuNDI3ODkgMy41ODMzOEwgNy40Mjc4OSAzLjU4MzM4WiIvPgogICAgICA8cGF0aCB0cmFuc2Zvcm09InRyYW5zbGF0ZSgxNjM4LjM2IDIyODYuMDYpIiBkPSJNIDIuMjc0NzEgNC4zOTYyOUMgMS44NDM2MyA0LjQxNTA4IDEuNDE2NzEgNC4zMDQ0NSAxLjA0Nzk5IDQuMDc4NDNDIDAuNjc5MjY4IDMuODUyNCAwLjM4NTMyOCAzLjUyMTE0IDAuMjAzMzcxIDMuMTI2NTZDIDAuMDIxNDEzNiAyLjczMTk4IC0wLjA0MDM3OTggMi4yOTE4MyAwLjAyNTgxMTYgMS44NjE4MUMgMC4wOTIwMDMxIDEuNDMxOCAwLjI4MzIwNCAxLjAzMTI2IDAuNTc1MjEzIDAuNzEwODgzQyAwLjg2NzIyMiAwLjM5MDUxIDEuMjQ2OTEgMC4xNjQ3MDggMS42NjYyMiAwLjA2MjA1OTJDIDIuMDg1NTMgLTAuMDQwNTg5NyAyLjUyNTYxIC0wLjAxNTQ3MTQgMi45MzA3NiAwLjEzNDIzNUMgMy4zMzU5MSAwLjI4Mzk0MSAzLjY4NzkyIDAuNTUxNTA1IDMuOTQyMjIgMC45MDMwNkMgNC4xOTY1MiAxLjI1NDYyIDQuMzQxNjkgMS42NzQzNiA0LjM1OTM1IDIuMTA5MTZDIDQuMzgyOTkgMi42OTEwNyA0LjE3Njc4IDMuMjU4NjkgMy43ODU5NyAzLjY4NzQ2QyAzLjM5NTE2IDQuMTE2MjQgMi44NTE2NiA0LjM3MTE2IDIuMjc0NzEgNC4zOTYyOUwgMi4yNzQ3MSA0LjM5NjI5WiIvPgogICAgPC9nPgogIDwvZz4+Cjwvc3ZnPgo=);
+  --jp-icon-jupyterlab-wordmark: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIyMDAiIHZpZXdCb3g9IjAgMCAxODYwLjggNDc1Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjIiIGZpbGw9IiM0RTRFNEUiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDQ4MC4xMzY0MDEsIDY0LjI3MTQ5MykiPgogICAgPGcgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMC4wMDAwMDAsIDU4Ljg3NTU2NikiPgogICAgICA8ZyB0cmFuc2Zvcm09InRyYW5zbGF0ZSgwLjA4NzYwMywgMC4xNDAyOTQpIj4KICAgICAgICA8cGF0aCBkPSJNLTQyNi45LDE2OS44YzAsNDguNy0zLjcsNjQuNy0xMy42LDc2LjRjLTEwLjgsMTAtMjUsMTUuNS0zOS43LDE1LjVsMy43LDI5IGMyMi44LDAuMyw0NC44LTcuOSw2MS45LTIzLjFjMTcuOC0xOC41LDI0LTQ0LjEsMjQtODMuM1YwSC00Mjd2MTcwLjFMLTQyNi45LDE2OS44TC00MjYuOSwxNjkuOHoiLz4KICAgICAgPC9nPgogICAgPC9nPgogICAgPGcgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMTU1LjA0NTI5NiwgNTYuODM3MTA0KSI+CiAgICAgIDxnIHRyYW5zZm9ybT0idHJhbnNsYXRlKDEuNTYyNDUzLCAxLjc5OTg0MikiPgogICAgICAgIDxwYXRoIGQ9Ik0tMzEyLDE0OGMwLDIxLDAsMzkuNSwxLjcsNTUuNGgtMzEuOGwtMi4xLTMzLjNoLTAuOGMtNi43LDExLjYtMTYuNCwyMS4zLTI4LDI3LjkgYy0xMS42LDYuNi0yNC44LDEwLTM4LjIsOS44Yy0zMS40LDAtNjktMTcuNy02OS04OVYwaDM2LjR2MTEyLjdjMCwzOC43LDExLjYsNjQuNyw0NC42LDY0LjdjMTAuMy0wLjIsMjAuNC0zLjUsMjguOS05LjQgYzguNS01LjksMTUuMS0xNC4zLDE4LjktMjMuOWMyLjItNi4xLDMuMy0xMi41LDMuMy0xOC45VjAuMmgzNi40VjE0OEgtMzEyTC0zMTIsMTQ4eiIvPgogICAgICA8L2c+CiAgICA8L2c+CiAgICA8ZyB0cmFuc2Zvcm09InRyYW5zbGF0ZSgzOTAuMDEzMzIyLCA1My40Nzk2MzgpIj4KICAgICAgPGcgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMS43MDY0NTgsIDAuMjMxNDI1KSI+CiAgICAgICAgPHBhdGggZD0iTS00NzguNiw3MS40YzAtMjYtMC44LTQ3LTEuNy02Ni43aDMyLjdsMS43LDM0LjhoMC44YzcuMS0xMi41LDE3LjUtMjIuOCwzMC4xLTI5LjcgYzEyLjUtNywyNi43LTEwLjMsNDEtOS44YzQ4LjMsMCw4NC43LDQxLjcsODQuNywxMDMuM2MwLDczLjEtNDMuNywxMDkuMi05MSwxMDkuMmMtMTIuMSwwLjUtMjQuMi0yLjItMzUtNy44IGMtMTAuOC01LjYtMTkuOS0xMy45LTI2LjYtMjQuMmgtMC44VjI5MWgtMzZ2LTIyMEwtNDc4LjYsNzEuNEwtNDc4LjYsNzEuNHogTS00NDIuNiwxMjUuNmMwLjEsNS4xLDAuNiwxMC4xLDEuNywxNS4xIGMzLDEyLjMsOS45LDIzLjMsMTkuOCwzMS4xYzkuOSw3LjgsMjIuMSwxMi4xLDM0LjcsMTIuMWMzOC41LDAsNjAuNy0zMS45LDYwLjctNzguNWMwLTQwLjctMjEuMS03NS42LTU5LjUtNzUuNiBjLTEyLjksMC40LTI1LjMsNS4xLTM1LjMsMTMuNGMtOS45LDguMy0xNi45LDE5LjctMTkuNiwzMi40Yy0xLjUsNC45LTIuMywxMC0yLjUsMTUuMVYxMjUuNkwtNDQyLjYsMTI1LjZMLTQ0Mi42LDEyNS42eiIvPgogICAgICA8L2c+CiAgICA8L2c+CiAgICA8ZyB0cmFuc2Zvcm09InRyYW5zbGF0ZSg2MDYuNzQwNzI2LCA1Ni44MzcxMDQpIj4KICAgICAgPGcgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMC43NTEyMjYsIDEuOTg5Mjk5KSI+CiAgICAgICAgPHBhdGggZD0iTS00NDAuOCwwbDQzLjcsMTIwLjFjNC41LDEzLjQsOS41LDI5LjQsMTIuOCw0MS43aDAuOGMzLjctMTIuMiw3LjktMjcuNywxMi44LTQyLjQgbDM5LjctMTE5LjJoMzguNUwtMzQ2LjksMTQ1Yy0yNiw2OS43LTQzLjcsMTA1LjQtNjguNiwxMjcuMmMtMTIuNSwxMS43LTI3LjksMjAtNDQuNiwyMy45bC05LjEtMzEuMSBjMTEuNy0zLjksMjIuNS0xMC4xLDMxLjgtMTguMWMxMy4yLTExLjEsMjMuNy0yNS4yLDMwLjYtNDEuMmMxLjUtMi44LDIuNS01LjcsMi45LTguOGMtMC4zLTMuMy0xLjItNi42LTIuNS05LjdMLTQ4MC4yLDAuMSBoMzkuN0wtNDQwLjgsMEwtNDQwLjgsMHoiLz4KICAgICAgPC9nPgogICAgPC9nPgogICAgPGcgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoODIyLjc0ODEwNCwgMC4wMDAwMDApIj4KICAgICAgPGcgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMS40NjQwNTAsIDAuMzc4OTE0KSI+CiAgICAgICAgPHBhdGggZD0iTS00MTMuNywwdjU4LjNoNTJ2MjguMmgtNTJWMTk2YzAsMjUsNywzOS41LDI3LjMsMzkuNWM3LjEsMC4xLDE0LjItMC43LDIxLjEtMi41IGwxLjcsMjcuN2MtMTAuMywzLjctMjEuMyw1LjQtMzIuMiw1Yy03LjMsMC40LTE0LjYtMC43LTIxLjMtMy40Yy02LjgtMi43LTEyLjktNi44LTE3LjktMTIuMWMtMTAuMy0xMC45LTE0LjEtMjktMTQuMS01Mi45IFY4Ni41aC0zMVY1OC4zaDMxVjkuNkwtNDEzLjcsMEwtNDEzLjcsMHoiLz4KICAgICAgPC9nPgogICAgPC9nPgogICAgPGcgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoOTc0LjQzMzI4NiwgNTMuNDc5NjM4KSI+CiAgICAgIDxnIHRyYW5zZm9ybT0idHJhbnNsYXRlKDAuOTkwMDM0LCAwLjYxMDMzOSkiPgogICAgICAgIDxwYXRoIGQ9Ik0tNDQ1LjgsMTEzYzAuOCw1MCwzMi4yLDcwLjYsNjguNiw3MC42YzE5LDAuNiwzNy45LTMsNTUuMy0xMC41bDYuMiwyNi40IGMtMjAuOSw4LjktNDMuNSwxMy4xLTY2LjIsMTIuNmMtNjEuNSwwLTk4LjMtNDEuMi05OC4zLTEwMi41Qy00ODAuMiw0OC4yLTQ0NC43LDAtMzg2LjUsMGM2NS4yLDAsODIuNyw1OC4zLDgyLjcsOTUuNyBjLTAuMSw1LjgtMC41LDExLjUtMS4yLDE3LjJoLTE0MC42SC00NDUuOEwtNDQ1LjgsMTEzeiBNLTMzOS4yLDg2LjZjMC40LTIzLjUtOS41LTYwLjEtNTAuNC02MC4xIGMtMzYuOCwwLTUyLjgsMzQuNC01NS43LDYwLjFILTMzOS4yTC0zMzkuMiw4Ni42TC0zMzkuMiw4Ni42eiIvPgogICAgICA8L2c+CiAgICA8L2c+CiAgICA8ZyB0cmFuc2Zvcm09InRyYW5zbGF0ZSgxMjAxLjk2MTA1OCwgNTMuNDc5NjM4KSI+CiAgICAgIDxnIHRyYW5zZm9ybT0idHJhbnNsYXRlKDEuMTc5NjQwLCAwLjcwNTA2OCkiPgogICAgICAgIDxwYXRoIGQ9Ik0tNDc4LjYsNjhjMC0yMy45LTAuNC00NC41LTEuNy02My40aDMxLjhsMS4yLDM5LjloMS43YzkuMS0yNy4zLDMxLTQ0LjUsNTUuMy00NC41IGMzLjUtMC4xLDcsMC40LDEwLjMsMS4ydjM0LjhjLTQuMS0wLjktOC4yLTEuMy0xMi40LTEuMmMtMjUuNiwwLTQzLjcsMTkuNy00OC43LDQ3LjRjLTEsNS43LTEuNiwxMS41LTEuNywxNy4ydjEwOC4zaC0zNlY2OCBMLTQ3OC42LDY4eiIvPgogICAgICA8L2c+CiAgICA8L2c+CiAgPC9nPgoKICA8ZyBjbGFzcz0ianAtaWNvbi13YXJuMCIgZmlsbD0iI0YzNzcyNiI+CiAgICA8cGF0aCBkPSJNMTM1Mi4zLDMyNi4yaDM3VjI4aC0zN1YzMjYuMnogTTE2MDQuOCwzMjYuMmMtMi41LTEzLjktMy40LTMxLjEtMy40LTQ4Ljd2LTc2IGMwLTQwLjctMTUuMS04My4xLTc3LjMtODMuMWMtMjUuNiwwLTUwLDcuMS02Ni44LDE4LjFsOC40LDI0LjRjMTQuMy05LjIsMzQtMTUuMSw1My0xNS4xYzQxLjYsMCw0Ni4yLDMwLjIsNDYuMiw0N3Y0LjIgYy03OC42LTAuNC0xMjIuMywyNi41LTEyMi4zLDc1LjZjMCwyOS40LDIxLDU4LjQsNjIuMiw1OC40YzI5LDAsNTAuOS0xNC4zLDYyLjItMzAuMmgxLjNsMi45LDI1LjZIMTYwNC44eiBNMTU2NS43LDI1Ny43IGMwLDMuOC0wLjgsOC0yLjEsMTEuOGMtNS45LDE3LjItMjIuNywzNC00OS4yLDM0Yy0xOC45LDAtMzQuOS0xMS4zLTM0LjktMzUuM2MwLTM5Lj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+  --jp-icon-kernel: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxwYXRoIGNsYXNzPSJqcC1pY29uMiIgZmlsbD0iIzYxNjE2MSIgZD0iTTE1IDlIOXY2aDZWOXptLTIgNGgtMnYtMmgydjJ6bTgtMlY5aC0yVjdjMC0xLjEtLjktMi0yLTJoLTJWM2gtMnYyaC0yVjNIOXYySDdjLTEuMSAwLTIgLjktMiAydjJIM3YyaDJ2MkgzdjJoMnYyYzAgMS4xLjkgMiAyIDJoMnYyaDJ2LTJoMnYyaDJ2LTJoMmMxLjEgMCAyLS45IDItMnYtMmgydi0yaC0ydi0yaDJ6bS00IDZIN1Y3aDEwdjEweiIvPgo8L3N2Zz4K);
+  --jp-icon-keyboard: url(data:image/svg+xml;base64,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);
+  --jp-icon-launcher: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBkPSJNMTkgMTlINVY1aDdWM0g1YTIgMiAwIDAwLTIgMnYxNGEyIDIgMCAwMDIgMmgxNGMxLjEgMCAyLS45IDItMnYtN2gtMnY3ek0xNCAzdjJoMy41OWwtOS44MyA5LjgzIDEuNDEgMS40MUwxOSA2LjQxVjEwaDJWM2gtN3oiLz4KPC9zdmc+Cg==);
+  --jp-icon-line-form: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxwYXRoIGZpbGw9IndoaXRlIiBkPSJNNS44OCA0LjEyTDEzLjc2IDEybC03Ljg4IDcuODhMOCAyMmwxMC0xMEw4IDJ6Ii8+Cjwvc3ZnPgo=);
+  --jp-icon-link: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTMuOSAxMmMwLTEuNzEgMS4zOS0zLjEgMy4xLTMuMWg0VjdIN2MtMi43NiAwLTUgMi4yNC01IDVzMi4yNCA1IDUgNWg0di0xLjlIN2MtMS43MSAwLTMuMS0xLjM5LTMuMS0zLjF6TTggMTNoOHYtMkg4djJ6bTktNmgtNHYxLjloNGMxLjcxIDAgMy4xIDEuMzkgMy4xIDMuMXMtMS4zOSAzLjEtMy4xIDMuMWgtNFYxN2g0YzIuNzYgMCA1LTIuMjQgNS01cy0yLjI0LTUtNS01eiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-list: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxwYXRoIGNsYXNzPSJqcC1pY29uMiBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiM2MTYxNjEiIGQ9Ik0xOSA1djE0SDVWNWgxNG0xLjEtMkgzLjljLS41IDAtLjkuNC0uOS45djE2LjJjMCAuNC40LjkuOS45aDE2LjJjLjQgMCAuOS0uNS45LS45VjMuOWMwLS41LS41LS45LS45LS45ek0xMSA3aDZ2MmgtNlY3em0wIDRoNnYyaC02di0yem0wIDRoNnYyaC02ek03IDdoMnYySDd6bTAgNGgydjJIN3ptMCA0aDJ2Mkg3eiIvPgo8L3N2Zz4=);
+  --jp-icon-listings-info: url(data:image/svg+xml;base64,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);
+  --jp-icon-markdown: url(data:image/svg+xml;base64,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);
+  --jp-icon-new-folder: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTIwIDZoLThsLTItMkg0Yy0xLjExIDAtMS45OS44OS0xLjk5IDJMMiAxOGMwIDEuMTEuODkgMiAyIDJoMTZjMS4xMSAwIDItLjg5IDItMlY4YzAtMS4xMS0uODktMi0yLTJ6bS0xIDhoLTN2M2gtMnYtM2gtM3YtMmgzVjloMnYzaDN2MnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-not-trusted: url(data:image/svg+xml;base64,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);
+  --jp-icon-notebook: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8ZyBjbGFzcz0ianAtaWNvbi13YXJuMCBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiNFRjZDMDAiPgogICAgPHBhdGggZD0iTTE4LjcgMy4zdjE1LjRIMy4zVjMuM2gxNS40bTEuNS0xLjVIMS44djE4LjNoMTguM2wuMS0xOC4zeiIvPgogICAgPHBhdGggZD0iTTE2LjUgMTYuNWwtNS40LTQuMy01LjYgNC4zdi0xMWgxMXoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-numbering: url(data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMjIiIGhlaWdodD0iMjIiIHZpZXdCb3g9IjAgMCAyOCAyOCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CgkJPHBhdGggZD0iTTQgMTlINlYxOS41SDVWMjAuNUg2VjIxSDRWMjJIN1YxOEg0VjE5Wk01IDEwSDZWNkg0VjdINVYxMFpNNCAxM0g1LjhMNCAxNS4xVjE2SDdWMTVINS4yTDcgMTIuOVYxMkg0VjEzWk05IDdWOUgyM1Y3SDlaTTkgMjFIMjNWMTlIOVYyMVpNOSAxNUgyM1YxM0g5VjE1WiIvPgoJPC9nPgo8L3N2Zz4K);
+  --jp-icon-offline-bolt: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHZpZXdCb3g9IjAgMCAyNCAyNCIgd2lkdGg9IjE2Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEyIDIuMDJjLTUuNTEgMC05Ljk4IDQuNDctOS45OCA5Ljk4czQuNDcgOS45OCA5Ljk4IDkuOTggOS45OC00LjQ3IDkuOTgtOS45OFMxNy41MSAyLjAyIDEyIDIuMDJ6TTExLjQ4IDIwdi02LjI2SDhMMTMgNHY2LjI2aDMuMzVMMTEuNDggMjB6Ii8+CiAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-palette: url(data:image/svg+xml;base64,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);
+  --jp-icon-paste: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTE5IDJoLTQuMThDMTQuNC44NCAxMy4zIDAgMTIgMGMtMS4zIDAtMi40Ljg0LTIuODIgMkg1Yy0xLjEgMC0yIC45LTIgMnYxNmMwIDEuMS45IDIgMiAyaDE0YzEuMSAwIDItLjkgMi0yVjRjMC0xLjEtLjktMi0yLTJ6bS03IDBjLjU1IDAgMSAuNDUgMSAxcy0uNDUgMS0xIDEtMS0uNDUtMS0xIC40NS0xIDEtMXptNyAxOEg1VjRoMnYzaDEwVjRoMnYxNnoiLz4KICAgIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-pdf: url(data:image/svg+xml;base64,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);
+  --jp-icon-python: url(data:image/svg+xml;base64,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);
+  --jp-icon-r-kernel: url(data:image/svg+xml;base64,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);
+  --jp-icon-react: url(data:image/svg+xml;base64,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);
+  --jp-icon-redo: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIGhlaWdodD0iMjQiIHZpZXdCb3g9IjAgMCAyNCAyNCIgd2lkdGg9IjE2Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgICA8cGF0aCBkPSJNMCAwaDI0djI0SDB6IiBmaWxsPSJub25lIi8+PHBhdGggZD0iTTE4LjQgMTAuNkMxNi41NSA4Ljk5IDE0LjE1IDggMTEuNSA4Yy00LjY1IDAtOC41OCAzLjAzLTkuOTYgNy4yMkwzLjkgMTZjMS4wNS0zLjE5IDQuMDUtNS41IDcuNi01LjUgMS45NSAwIDMuNzMuNzIgNS4xMiAxLjg4TDEzIDE2aDlWN2wtMy42IDMuNnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-refresh: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTkgMTMuNWMtMi40OSAwLTQuNS0yLjAxLTQuNS00LjVTNi41MSA0LjUgOSA0LjVjMS4yNCAwIDIuMzYuNTIgMy4xNyAxLjMzTDEwIDhoNVYzbC0xLjc2IDEuNzZDMTIuMTUgMy42OCAxMC42NiAzIDkgMyA1LjY5IDMgMy4wMSA1LjY5IDMuMDEgOVM1LjY5IDE1IDkgMTVjMi45NyAwIDUuNDMtMi4xNiA1LjktNWgtMS41MmMtLjQ2IDItMi4yNCAzLjUtNC4zOCAzLjV6Ii8+CiAgICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-regex: url(data:image/svg+xml;base64,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);
+  --jp-icon-run: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTggNXYxNGwxMS03eiIvPgogICAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-running: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDUxMiA1MTIiPgogIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICA8cGF0aCBkPSJNMjU2IDhDMTE5IDggOCAxMTkgOCAyNTZzMTExIDI0OCAyNDggMjQ4IDI0OC0xMTEgMjQ4LTI0OFMzOTMgOCAyNTYgOHptOTYgMzI4YzAgOC44LTcuMiAxNi0xNiAxNkgxNzZjLTguOCAwLTE2LTcuMi0xNi0xNlYxNzZjMC04LjggNy4yLTE2IDE2LTE2aDE2MGM4LjggMCAxNiA3LjIgMTYgMTZ2MTYweiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-save: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTE3IDNINWMtMS4xMSAwLTIgLjktMiAydjE0YzAgMS4xLjg5IDIgMiAyaDE0YzEuMSAwIDItLjkgMi0yVjdsLTQtNHptLTUgMTZjLTEuNjYgMC0zLTEuMzQtMy0zczEuMzQtMyAzLTMgMyAxLjM0IDMgMy0xLjM0IDMtMyAzem0zLTEwSDVWNWgxMHY0eiIvPgogICAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-search: url(data:image/svg+xml;base64,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);
+  --jp-icon-settings: url(data:image/svg+xml;base64,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);
+  --jp-icon-spreadsheet: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8cGF0aCBjbGFzcz0ianAtaWNvbi1jb250cmFzdDEganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNENBRjUwIiBkPSJNMi4yIDIuMnYxNy42aDE3LjZWMi4ySDIuMnptMTUuNCA3LjdoLTUuNVY0LjRoNS41djUuNXpNOS45IDQuNHY1LjVINC40VjQuNGg1LjV6bS01LjUgNy43aDUuNXY1LjVINC40di01LjV6bTcuNyA1LjV2LTUuNWg1LjV2NS41aC01LjV6Ii8+Cjwvc3ZnPgo=);
+  --jp-icon-stop: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPgogICAgICAgIDxwYXRoIGQ9Ik02IDZoMTJ2MTJINnoiLz4KICAgIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-tab: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTIxIDNIM2MtMS4xIDAtMiAuOS0yIDJ2MTRjMCAxLjEuOSAyIDIgMmgxOGMxLjEgMCAyLS45IDItMlY1YzAtMS4xLS45LTItMi0yem0wIDE2SDNWNWgxMHY0aDh2MTB6Ii8+CiAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-table-rows: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPgogICAgICAgIDxwYXRoIGQ9Ik0yMSw4SDNWNGgxOFY4eiBNMjEsMTBIM3Y0aDE4VjEweiBNMjEsMTZIM3Y0aDE4VjE2eiIvPgogICAgPC9nPgo8L3N2Zz4=);
+  --jp-icon-tag: url(data:image/svg+xml;base64,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);
+  --jp-icon-terminal: url(data:image/svg+xml;base64,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);
+  --jp-icon-text-editor: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBkPSJNMTUgMTVIM3YyaDEydi0yem0wLThIM3YyaDEyVjd6TTMgMTNoMTh2LTJIM3Yyem0wIDhoMTh2LTJIM3Yyek0zIDN2MmgxOFYzSDN6Ii8+Cjwvc3ZnPgo=);
+  --jp-icon-toc: url(data:image/svg+xml;base64,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);
+  --jp-icon-tree-view: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPgogICAgICAgIDxwYXRoIGQ9Ik0yMiAxMVYzaC03djNIOVYzSDJ2OGg3VjhoMnYxMGg0djNoN3YtOGgtN3YzaC0yVjhoMnYzeiIvPgogICAgPC9nPgo8L3N2Zz4=);
+  --jp-icon-trusted: url(data:image/svg+xml;base64,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);
+  --jp-icon-undo: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEyLjUgOGMtMi42NSAwLTUuMDUuOTktNi45IDIuNkwyIDd2OWg5bC0zLjYyLTMuNjJjMS4zOS0xLjE2IDMuMTYtMS44OCA1LjEyLTEuODggMy41NCAwIDYuNTUgMi4zMSA3LjYgNS41bDIuMzctLjc4QzIxLjA4IDExLjAzIDE3LjE1IDggMTIuNSA4eiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-vega: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8ZyBjbGFzcz0ianAtaWNvbjEganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjMjEyMTIxIj4KICAgIDxwYXRoIGQ9Ik0xMC42IDUuNGwyLjItMy4ySDIuMnY3LjNsNC02LjZ6Ii8+CiAgICA8cGF0aCBkPSJNMTUuOCAyLjJsLTQuNCA2LjZMNyA2LjNsLTQuOCA4djUuNWgxNy42VjIuMmgtNHptLTcgMTUuNEg1LjV2LTQuNGgzLjN2NC40em00LjQgMEg5LjhWOS44aDMuNHY3Ljh6bTQuNCAwaC0zLjRWNi41aDMuNHYxMS4xeiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-yaml: url(data:image/svg+xml;base64,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);
+}
+
+/* Icon CSS class declarations */
+
+.jp-AddIcon {
+  background-image: var(--jp-icon-add);
+}
+.jp-BugIcon {
+  background-image: var(--jp-icon-bug);
+}
+.jp-BuildIcon {
+  background-image: var(--jp-icon-build);
+}
+.jp-CaretDownEmptyIcon {
+  background-image: var(--jp-icon-caret-down-empty);
+}
+.jp-CaretDownEmptyThinIcon {
+  background-image: var(--jp-icon-caret-down-empty-thin);
+}
+.jp-CaretDownIcon {
+  background-image: var(--jp-icon-caret-down);
+}
+.jp-CaretLeftIcon {
+  background-image: var(--jp-icon-caret-left);
+}
+.jp-CaretRightIcon {
+  background-image: var(--jp-icon-caret-right);
+}
+.jp-CaretUpEmptyThinIcon {
+  background-image: var(--jp-icon-caret-up-empty-thin);
+}
+.jp-CaretUpIcon {
+  background-image: var(--jp-icon-caret-up);
+}
+.jp-CaseSensitiveIcon {
+  background-image: var(--jp-icon-case-sensitive);
+}
+.jp-CheckIcon {
+  background-image: var(--jp-icon-check);
+}
+.jp-CircleEmptyIcon {
+  background-image: var(--jp-icon-circle-empty);
+}
+.jp-CircleIcon {
+  background-image: var(--jp-icon-circle);
+}
+.jp-ClearIcon {
+  background-image: var(--jp-icon-clear);
+}
+.jp-CloseIcon {
+  background-image: var(--jp-icon-close);
+}
+.jp-CodeIcon {
+  background-image: var(--jp-icon-code);
+}
+.jp-ConsoleIcon {
+  background-image: var(--jp-icon-console);
+}
+.jp-CopyIcon {
+  background-image: var(--jp-icon-copy);
+}
+.jp-CopyrightIcon {
+  background-image: var(--jp-icon-copyright);
+}
+.jp-CutIcon {
+  background-image: var(--jp-icon-cut);
+}
+.jp-DownloadIcon {
+  background-image: var(--jp-icon-download);
+}
+.jp-EditIcon {
+  background-image: var(--jp-icon-edit);
+}
+.jp-EllipsesIcon {
+  background-image: var(--jp-icon-ellipses);
+}
+.jp-ExtensionIcon {
+  background-image: var(--jp-icon-extension);
+}
+.jp-FastForwardIcon {
+  background-image: var(--jp-icon-fast-forward);
+}
+.jp-FileIcon {
+  background-image: var(--jp-icon-file);
+}
+.jp-FileUploadIcon {
+  background-image: var(--jp-icon-file-upload);
+}
+.jp-FilterListIcon {
+  background-image: var(--jp-icon-filter-list);
+}
+.jp-FolderIcon {
+  background-image: var(--jp-icon-folder);
+}
+.jp-Html5Icon {
+  background-image: var(--jp-icon-html5);
+}
+.jp-ImageIcon {
+  background-image: var(--jp-icon-image);
+}
+.jp-InspectorIcon {
+  background-image: var(--jp-icon-inspector);
+}
+.jp-JsonIcon {
+  background-image: var(--jp-icon-json);
+}
+.jp-JuliaIcon {
+  background-image: var(--jp-icon-julia);
+}
+.jp-JupyterFaviconIcon {
+  background-image: var(--jp-icon-jupyter-favicon);
+}
+.jp-JupyterIcon {
+  background-image: var(--jp-icon-jupyter);
+}
+.jp-JupyterlabWordmarkIcon {
+  background-image: var(--jp-icon-jupyterlab-wordmark);
+}
+.jp-KernelIcon {
+  background-image: var(--jp-icon-kernel);
+}
+.jp-KeyboardIcon {
+  background-image: var(--jp-icon-keyboard);
+}
+.jp-LauncherIcon {
+  background-image: var(--jp-icon-launcher);
+}
+.jp-LineFormIcon {
+  background-image: var(--jp-icon-line-form);
+}
+.jp-LinkIcon {
+  background-image: var(--jp-icon-link);
+}
+.jp-ListIcon {
+  background-image: var(--jp-icon-list);
+}
+.jp-ListingsInfoIcon {
+  background-image: var(--jp-icon-listings-info);
+}
+.jp-MarkdownIcon {
+  background-image: var(--jp-icon-markdown);
+}
+.jp-NewFolderIcon {
+  background-image: var(--jp-icon-new-folder);
+}
+.jp-NotTrustedIcon {
+  background-image: var(--jp-icon-not-trusted);
+}
+.jp-NotebookIcon {
+  background-image: var(--jp-icon-notebook);
+}
+.jp-NumberingIcon {
+  background-image: var(--jp-icon-numbering);
+}
+.jp-OfflineBoltIcon {
+  background-image: var(--jp-icon-offline-bolt);
+}
+.jp-PaletteIcon {
+  background-image: var(--jp-icon-palette);
+}
+.jp-PasteIcon {
+  background-image: var(--jp-icon-paste);
+}
+.jp-PdfIcon {
+  background-image: var(--jp-icon-pdf);
+}
+.jp-PythonIcon {
+  background-image: var(--jp-icon-python);
+}
+.jp-RKernelIcon {
+  background-image: var(--jp-icon-r-kernel);
+}
+.jp-ReactIcon {
+  background-image: var(--jp-icon-react);
+}
+.jp-RedoIcon {
+  background-image: var(--jp-icon-redo);
+}
+.jp-RefreshIcon {
+  background-image: var(--jp-icon-refresh);
+}
+.jp-RegexIcon {
+  background-image: var(--jp-icon-regex);
+}
+.jp-RunIcon {
+  background-image: var(--jp-icon-run);
+}
+.jp-RunningIcon {
+  background-image: var(--jp-icon-running);
+}
+.jp-SaveIcon {
+  background-image: var(--jp-icon-save);
+}
+.jp-SearchIcon {
+  background-image: var(--jp-icon-search);
+}
+.jp-SettingsIcon {
+  background-image: var(--jp-icon-settings);
+}
+.jp-SpreadsheetIcon {
+  background-image: var(--jp-icon-spreadsheet);
+}
+.jp-StopIcon {
+  background-image: var(--jp-icon-stop);
+}
+.jp-TabIcon {
+  background-image: var(--jp-icon-tab);
+}
+.jp-TableRowsIcon {
+  background-image: var(--jp-icon-table-rows);
+}
+.jp-TagIcon {
+  background-image: var(--jp-icon-tag);
+}
+.jp-TerminalIcon {
+  background-image: var(--jp-icon-terminal);
+}
+.jp-TextEditorIcon {
+  background-image: var(--jp-icon-text-editor);
+}
+.jp-TocIcon {
+  background-image: var(--jp-icon-toc);
+}
+.jp-TreeViewIcon {
+  background-image: var(--jp-icon-tree-view);
+}
+.jp-TrustedIcon {
+  background-image: var(--jp-icon-trusted);
+}
+.jp-UndoIcon {
+  background-image: var(--jp-icon-undo);
+}
+.jp-VegaIcon {
+  background-image: var(--jp-icon-vega);
+}
+.jp-YamlIcon {
+  background-image: var(--jp-icon-yaml);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/**
+ * (DEPRECATED) Support for consuming icons as CSS background images
+ */
+
+.jp-Icon,
+.jp-MaterialIcon {
+  background-position: center;
+  background-repeat: no-repeat;
+  background-size: 16px;
+  min-width: 16px;
+  min-height: 16px;
+}
+
+.jp-Icon-cover {
+  background-position: center;
+  background-repeat: no-repeat;
+  background-size: cover;
+}
+
+/**
+ * (DEPRECATED) Support for specific CSS icon sizes
+ */
+
+.jp-Icon-16 {
+  background-size: 16px;
+  min-width: 16px;
+  min-height: 16px;
+}
+
+.jp-Icon-18 {
+  background-size: 18px;
+  min-width: 18px;
+  min-height: 18px;
+}
+
+.jp-Icon-20 {
+  background-size: 20px;
+  min-width: 20px;
+  min-height: 20px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/**
+ * Support for icons as inline SVG HTMLElements
+ */
+
+/* recolor the primary elements of an icon */
+.jp-icon0[fill] {
+  fill: var(--jp-inverse-layout-color0);
+}
+.jp-icon1[fill] {
+  fill: var(--jp-inverse-layout-color1);
+}
+.jp-icon2[fill] {
+  fill: var(--jp-inverse-layout-color2);
+}
+.jp-icon3[fill] {
+  fill: var(--jp-inverse-layout-color3);
+}
+.jp-icon4[fill] {
+  fill: var(--jp-inverse-layout-color4);
+}
+
+.jp-icon0[stroke] {
+  stroke: var(--jp-inverse-layout-color0);
+}
+.jp-icon1[stroke] {
+  stroke: var(--jp-inverse-layout-color1);
+}
+.jp-icon2[stroke] {
+  stroke: var(--jp-inverse-layout-color2);
+}
+.jp-icon3[stroke] {
+  stroke: var(--jp-inverse-layout-color3);
+}
+.jp-icon4[stroke] {
+  stroke: var(--jp-inverse-layout-color4);
+}
+/* recolor the accent elements of an icon */
+.jp-icon-accent0[fill] {
+  fill: var(--jp-layout-color0);
+}
+.jp-icon-accent1[fill] {
+  fill: var(--jp-layout-color1);
+}
+.jp-icon-accent2[fill] {
+  fill: var(--jp-layout-color2);
+}
+.jp-icon-accent3[fill] {
+  fill: var(--jp-layout-color3);
+}
+.jp-icon-accent4[fill] {
+  fill: var(--jp-layout-color4);
+}
+
+.jp-icon-accent0[stroke] {
+  stroke: var(--jp-layout-color0);
+}
+.jp-icon-accent1[stroke] {
+  stroke: var(--jp-layout-color1);
+}
+.jp-icon-accent2[stroke] {
+  stroke: var(--jp-layout-color2);
+}
+.jp-icon-accent3[stroke] {
+  stroke: var(--jp-layout-color3);
+}
+.jp-icon-accent4[stroke] {
+  stroke: var(--jp-layout-color4);
+}
+/* set the color of an icon to transparent */
+.jp-icon-none[fill] {
+  fill: none;
+}
+
+.jp-icon-none[stroke] {
+  stroke: none;
+}
+/* brand icon colors. Same for light and dark */
+.jp-icon-brand0[fill] {
+  fill: var(--jp-brand-color0);
+}
+.jp-icon-brand1[fill] {
+  fill: var(--jp-brand-color1);
+}
+.jp-icon-brand2[fill] {
+  fill: var(--jp-brand-color2);
+}
+.jp-icon-brand3[fill] {
+  fill: var(--jp-brand-color3);
+}
+.jp-icon-brand4[fill] {
+  fill: var(--jp-brand-color4);
+}
+
+.jp-icon-brand0[stroke] {
+  stroke: var(--jp-brand-color0);
+}
+.jp-icon-brand1[stroke] {
+  stroke: var(--jp-brand-color1);
+}
+.jp-icon-brand2[stroke] {
+  stroke: var(--jp-brand-color2);
+}
+.jp-icon-brand3[stroke] {
+  stroke: var(--jp-brand-color3);
+}
+.jp-icon-brand4[stroke] {
+  stroke: var(--jp-brand-color4);
+}
+/* warn icon colors. Same for light and dark */
+.jp-icon-warn0[fill] {
+  fill: var(--jp-warn-color0);
+}
+.jp-icon-warn1[fill] {
+  fill: var(--jp-warn-color1);
+}
+.jp-icon-warn2[fill] {
+  fill: var(--jp-warn-color2);
+}
+.jp-icon-warn3[fill] {
+  fill: var(--jp-warn-color3);
+}
+
+.jp-icon-warn0[stroke] {
+  stroke: var(--jp-warn-color0);
+}
+.jp-icon-warn1[stroke] {
+  stroke: var(--jp-warn-color1);
+}
+.jp-icon-warn2[stroke] {
+  stroke: var(--jp-warn-color2);
+}
+.jp-icon-warn3[stroke] {
+  stroke: var(--jp-warn-color3);
+}
+/* icon colors that contrast well with each other and most backgrounds */
+.jp-icon-contrast0[fill] {
+  fill: var(--jp-icon-contrast-color0);
+}
+.jp-icon-contrast1[fill] {
+  fill: var(--jp-icon-contrast-color1);
+}
+.jp-icon-contrast2[fill] {
+  fill: var(--jp-icon-contrast-color2);
+}
+.jp-icon-contrast3[fill] {
+  fill: var(--jp-icon-contrast-color3);
+}
+
+.jp-icon-contrast0[stroke] {
+  stroke: var(--jp-icon-contrast-color0);
+}
+.jp-icon-contrast1[stroke] {
+  stroke: var(--jp-icon-contrast-color1);
+}
+.jp-icon-contrast2[stroke] {
+  stroke: var(--jp-icon-contrast-color2);
+}
+.jp-icon-contrast3[stroke] {
+  stroke: var(--jp-icon-contrast-color3);
+}
+
+/* CSS for icons in selected items in the settings editor */
+#setting-editor .jp-PluginList .jp-mod-selected .jp-icon-selectable[fill] {
+  fill: #fff;
+}
+#setting-editor
+  .jp-PluginList
+  .jp-mod-selected
+  .jp-icon-selectable-inverse[fill] {
+  fill: var(--jp-brand-color1);
+}
+
+/* CSS for icons in selected filebrowser listing items */
+.jp-DirListing-item.jp-mod-selected .jp-icon-selectable[fill] {
+  fill: #fff;
+}
+.jp-DirListing-item.jp-mod-selected .jp-icon-selectable-inverse[fill] {
+  fill: var(--jp-brand-color1);
+}
+
+/* CSS for icons in selected tabs in the sidebar tab manager */
+#tab-manager .lm-TabBar-tab.jp-mod-active .jp-icon-selectable[fill] {
+  fill: #fff;
+}
+
+#tab-manager .lm-TabBar-tab.jp-mod-active .jp-icon-selectable-inverse[fill] {
+  fill: var(--jp-brand-color1);
+}
+#tab-manager
+  .lm-TabBar-tab.jp-mod-active
+  .jp-icon-hover
+  :hover
+  .jp-icon-selectable[fill] {
+  fill: var(--jp-brand-color1);
+}
+
+#tab-manager
+  .lm-TabBar-tab.jp-mod-active
+  .jp-icon-hover
+  :hover
+  .jp-icon-selectable-inverse[fill] {
+  fill: #fff;
+}
+
+/**
+ * TODO: come up with non css-hack solution for showing the busy icon on top
+ *  of the close icon
+ * CSS for complex behavior of close icon of tabs in the sidebar tab manager
+ */
+#tab-manager
+  .lm-TabBar-tab.jp-mod-dirty
+  > .lm-TabBar-tabCloseIcon
+  > :not(:hover)
+  > .jp-icon3[fill] {
+  fill: none;
+}
+#tab-manager
+  .lm-TabBar-tab.jp-mod-dirty
+  > .lm-TabBar-tabCloseIcon
+  > :not(:hover)
+  > .jp-icon-busy[fill] {
+  fill: var(--jp-inverse-layout-color3);
+}
+
+#tab-manager
+  .lm-TabBar-tab.jp-mod-dirty.jp-mod-active
+  > .lm-TabBar-tabCloseIcon
+  > :not(:hover)
+  > .jp-icon-busy[fill] {
+  fill: #fff;
+}
+
+/**
+* TODO: come up with non css-hack solution for showing the busy icon on top
+*  of the close icon
+* CSS for complex behavior of close icon of tabs in the main area tabbar
+*/
+.lm-DockPanel-tabBar
+  .lm-TabBar-tab.lm-mod-closable.jp-mod-dirty
+  > .lm-TabBar-tabCloseIcon
+  > :not(:hover)
+  > .jp-icon3[fill] {
+  fill: none;
+}
+.lm-DockPanel-tabBar
+  .lm-TabBar-tab.lm-mod-closable.jp-mod-dirty
+  > .lm-TabBar-tabCloseIcon
+  > :not(:hover)
+  > .jp-icon-busy[fill] {
+  fill: var(--jp-inverse-layout-color3);
+}
+
+/* CSS for icons in status bar */
+#jp-main-statusbar .jp-mod-selected .jp-icon-selectable[fill] {
+  fill: #fff;
+}
+
+#jp-main-statusbar .jp-mod-selected .jp-icon-selectable-inverse[fill] {
+  fill: var(--jp-brand-color1);
+}
+/* special handling for splash icon CSS. While the theme CSS reloads during
+   splash, the splash icon can loose theming. To prevent that, we set a
+   default for its color variable */
+:root {
+  --jp-warn-color0: var(--md-orange-700);
+}
+
+/* not sure what to do with this one, used in filebrowser listing */
+.jp-DragIcon {
+  margin-right: 4px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/**
+ * Support for alt colors for icons as inline SVG HTMLElements
+ */
+
+/* alt recolor the primary elements of an icon */
+.jp-icon-alt .jp-icon0[fill] {
+  fill: var(--jp-layout-color0);
+}
+.jp-icon-alt .jp-icon1[fill] {
+  fill: var(--jp-layout-color1);
+}
+.jp-icon-alt .jp-icon2[fill] {
+  fill: var(--jp-layout-color2);
+}
+.jp-icon-alt .jp-icon3[fill] {
+  fill: var(--jp-layout-color3);
+}
+.jp-icon-alt .jp-icon4[fill] {
+  fill: var(--jp-layout-color4);
+}
+
+.jp-icon-alt .jp-icon0[stroke] {
+  stroke: var(--jp-layout-color0);
+}
+.jp-icon-alt .jp-icon1[stroke] {
+  stroke: var(--jp-layout-color1);
+}
+.jp-icon-alt .jp-icon2[stroke] {
+  stroke: var(--jp-layout-color2);
+}
+.jp-icon-alt .jp-icon3[stroke] {
+  stroke: var(--jp-layout-color3);
+}
+.jp-icon-alt .jp-icon4[stroke] {
+  stroke: var(--jp-layout-color4);
+}
+
+/* alt recolor the accent elements of an icon */
+.jp-icon-alt .jp-icon-accent0[fill] {
+  fill: var(--jp-inverse-layout-color0);
+}
+.jp-icon-alt .jp-icon-accent1[fill] {
+  fill: var(--jp-inverse-layout-color1);
+}
+.jp-icon-alt .jp-icon-accent2[fill] {
+  fill: var(--jp-inverse-layout-color2);
+}
+.jp-icon-alt .jp-icon-accent3[fill] {
+  fill: var(--jp-inverse-layout-color3);
+}
+.jp-icon-alt .jp-icon-accent4[fill] {
+  fill: var(--jp-inverse-layout-color4);
+}
+
+.jp-icon-alt .jp-icon-accent0[stroke] {
+  stroke: var(--jp-inverse-layout-color0);
+}
+.jp-icon-alt .jp-icon-accent1[stroke] {
+  stroke: var(--jp-inverse-layout-color1);
+}
+.jp-icon-alt .jp-icon-accent2[stroke] {
+  stroke: var(--jp-inverse-layout-color2);
+}
+.jp-icon-alt .jp-icon-accent3[stroke] {
+  stroke: var(--jp-inverse-layout-color3);
+}
+.jp-icon-alt .jp-icon-accent4[stroke] {
+  stroke: var(--jp-inverse-layout-color4);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-icon-hoverShow:not(:hover) svg {
+  display: none !important;
+}
+
+/**
+ * Support for hover colors for icons as inline SVG HTMLElements
+ */
+
+/**
+ * regular colors
+ */
+
+/* recolor the primary elements of an icon */
+.jp-icon-hover :hover .jp-icon0-hover[fill] {
+  fill: var(--jp-inverse-layout-color0);
+}
+.jp-icon-hover :hover .jp-icon1-hover[fill] {
+  fill: var(--jp-inverse-layout-color1);
+}
+.jp-icon-hover :hover .jp-icon2-hover[fill] {
+  fill: var(--jp-inverse-layout-color2);
+}
+.jp-icon-hover :hover .jp-icon3-hover[fill] {
+  fill: var(--jp-inverse-layout-color3);
+}
+.jp-icon-hover :hover .jp-icon4-hover[fill] {
+  fill: var(--jp-inverse-layout-color4);
+}
+
+.jp-icon-hover :hover .jp-icon0-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color0);
+}
+.jp-icon-hover :hover .jp-icon1-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color1);
+}
+.jp-icon-hover :hover .jp-icon2-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color2);
+}
+.jp-icon-hover :hover .jp-icon3-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color3);
+}
+.jp-icon-hover :hover .jp-icon4-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color4);
+}
+
+/* recolor the accent elements of an icon */
+.jp-icon-hover :hover .jp-icon-accent0-hover[fill] {
+  fill: var(--jp-layout-color0);
+}
+.jp-icon-hover :hover .jp-icon-accent1-hover[fill] {
+  fill: var(--jp-layout-color1);
+}
+.jp-icon-hover :hover .jp-icon-accent2-hover[fill] {
+  fill: var(--jp-layout-color2);
+}
+.jp-icon-hover :hover .jp-icon-accent3-hover[fill] {
+  fill: var(--jp-layout-color3);
+}
+.jp-icon-hover :hover .jp-icon-accent4-hover[fill] {
+  fill: var(--jp-layout-color4);
+}
+
+.jp-icon-hover :hover .jp-icon-accent0-hover[stroke] {
+  stroke: var(--jp-layout-color0);
+}
+.jp-icon-hover :hover .jp-icon-accent1-hover[stroke] {
+  stroke: var(--jp-layout-color1);
+}
+.jp-icon-hover :hover .jp-icon-accent2-hover[stroke] {
+  stroke: var(--jp-layout-color2);
+}
+.jp-icon-hover :hover .jp-icon-accent3-hover[stroke] {
+  stroke: var(--jp-layout-color3);
+}
+.jp-icon-hover :hover .jp-icon-accent4-hover[stroke] {
+  stroke: var(--jp-layout-color4);
+}
+
+/* set the color of an icon to transparent */
+.jp-icon-hover :hover .jp-icon-none-hover[fill] {
+  fill: none;
+}
+
+.jp-icon-hover :hover .jp-icon-none-hover[stroke] {
+  stroke: none;
+}
+
+/**
+ * inverse colors
+ */
+
+/* inverse recolor the primary elements of an icon */
+.jp-icon-hover.jp-icon-alt :hover .jp-icon0-hover[fill] {
+  fill: var(--jp-layout-color0);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon1-hover[fill] {
+  fill: var(--jp-layout-color1);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon2-hover[fill] {
+  fill: var(--jp-layout-color2);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon3-hover[fill] {
+  fill: var(--jp-layout-color3);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon4-hover[fill] {
+  fill: var(--jp-layout-color4);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon0-hover[stroke] {
+  stroke: var(--jp-layout-color0);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon1-hover[stroke] {
+  stroke: var(--jp-layout-color1);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon2-hover[stroke] {
+  stroke: var(--jp-layout-color2);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon3-hover[stroke] {
+  stroke: var(--jp-layout-color3);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon4-hover[stroke] {
+  stroke: var(--jp-layout-color4);
+}
+
+/* inverse recolor the accent elements of an icon */
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent0-hover[fill] {
+  fill: var(--jp-inverse-layout-color0);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent1-hover[fill] {
+  fill: var(--jp-inverse-layout-color1);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent2-hover[fill] {
+  fill: var(--jp-inverse-layout-color2);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent3-hover[fill] {
+  fill: var(--jp-inverse-layout-color3);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent4-hover[fill] {
+  fill: var(--jp-inverse-layout-color4);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent0-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color0);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent1-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color1);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent2-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color2);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent3-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color3);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent4-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color4);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-switch {
+  display: flex;
+  align-items: center;
+  padding-left: 4px;
+  padding-right: 4px;
+  font-size: var(--jp-ui-font-size1);
+  background-color: transparent;
+  color: var(--jp-ui-font-color1);
+  border: none;
+  height: 20px;
+}
+
+.jp-switch:hover {
+  background-color: var(--jp-layout-color2);
+}
+
+.jp-switch-label {
+  margin-right: 5px;
+}
+
+.jp-switch-track {
+  cursor: pointer;
+  background-color: var(--jp-border-color1);
+  -webkit-transition: 0.4s;
+  transition: 0.4s;
+  border-radius: 34px;
+  height: 16px;
+  width: 35px;
+  position: relative;
+}
+
+.jp-switch-track::before {
+  content: '';
+  position: absolute;
+  height: 10px;
+  width: 10px;
+  margin: 3px;
+  left: 0px;
+  background-color: var(--jp-ui-inverse-font-color1);
+  -webkit-transition: 0.4s;
+  transition: 0.4s;
+  border-radius: 50%;
+}
+
+.jp-switch[aria-checked='true'] .jp-switch-track {
+  background-color: var(--jp-warn-color0);
+}
+
+.jp-switch[aria-checked='true'] .jp-switch-track::before {
+  /* track width (35) - margins (3 + 3) - thumb width (10) */
+  left: 19px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/* Sibling imports */
+
+/* Override Blueprint's _reset.scss styles */
+html {
+  box-sizing: unset;
+}
+
+*,
+*::before,
+*::after {
+  box-sizing: unset;
+}
+
+body {
+  color: unset;
+  font-family: var(--jp-ui-font-family);
+}
+
+p {
+  margin-top: unset;
+  margin-bottom: unset;
+}
+
+small {
+  font-size: unset;
+}
+
+strong {
+  font-weight: unset;
+}
+
+/* Override Blueprint's _typography.scss styles */
+a {
+  text-decoration: unset;
+  color: unset;
+}
+a:hover {
+  text-decoration: unset;
+  color: unset;
+}
+
+/* Override Blueprint's _accessibility.scss styles */
+:focus {
+  outline: unset;
+  outline-offset: unset;
+  -moz-outline-radius: unset;
+}
+
+/* Styles for ui-components */
+.jp-Button {
+  border-radius: var(--jp-border-radius);
+  padding: 0px 12px;
+  font-size: var(--jp-ui-font-size1);
+}
+
+/* Use our own theme for hover styles */
+button.jp-Button.bp3-button.bp3-minimal:hover {
+  background-color: var(--jp-layout-color2);
+}
+.jp-Button.minimal {
+  color: unset !important;
+}
+
+.jp-Button.jp-ToolbarButtonComponent {
+  text-transform: none;
+}
+
+.jp-InputGroup input {
+  box-sizing: border-box;
+  border-radius: 0;
+  background-color: transparent;
+  color: var(--jp-ui-font-color0);
+  box-shadow: inset 0 0 0 var(--jp-border-width) var(--jp-input-border-color);
+}
+
+.jp-InputGroup input:focus {
+  box-shadow: inset 0 0 0 var(--jp-border-width)
+      var(--jp-input-active-box-shadow-color),
+    inset 0 0 0 3px var(--jp-input-active-box-shadow-color);
+}
+
+.jp-InputGroup input::placeholder,
+input::placeholder {
+  color: var(--jp-ui-font-color3);
+}
+
+.jp-BPIcon {
+  display: inline-block;
+  vertical-align: middle;
+  margin: auto;
+}
+
+/* Stop blueprint futzing with our icon fills */
+.bp3-icon.jp-BPIcon > svg:not([fill]) {
+  fill: var(--jp-inverse-layout-color3);
+}
+
+.jp-InputGroupAction {
+  padding: 6px;
+}
+
+.jp-HTMLSelect.jp-DefaultStyle select {
+  background-color: initial;
+  border: none;
+  border-radius: 0;
+  box-shadow: none;
+  color: var(--jp-ui-font-color0);
+  display: block;
+  font-size: var(--jp-ui-font-size1);
+  height: 24px;
+  line-height: 14px;
+  padding: 0 25px 0 10px;
+  text-align: left;
+  -moz-appearance: none;
+  -webkit-appearance: none;
+}
+
+/* Use our own theme for hover and option styles */
+.jp-HTMLSelect.jp-DefaultStyle select:hover,
+.jp-HTMLSelect.jp-DefaultStyle select > option {
+  background-color: var(--jp-layout-color2);
+  color: var(--jp-ui-font-color0);
+}
+select {
+  box-sizing: border-box;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-Collapse {
+  display: flex;
+  flex-direction: column;
+  align-items: stretch;
+  border-top: 1px solid var(--jp-border-color2);
+  border-bottom: 1px solid var(--jp-border-color2);
+}
+
+.jp-Collapse-header {
+  padding: 1px 12px;
+  color: var(--jp-ui-font-color1);
+  background-color: var(--jp-layout-color1);
+  font-size: var(--jp-ui-font-size2);
+}
+
+.jp-Collapse-header:hover {
+  background-color: var(--jp-layout-color2);
+}
+
+.jp-Collapse-contents {
+  padding: 0px 12px 0px 12px;
+  background-color: var(--jp-layout-color1);
+  color: var(--jp-ui-font-color1);
+  overflow: auto;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Variables
+|----------------------------------------------------------------------------*/
+
+:root {
+  --jp-private-commandpalette-search-height: 28px;
+}
+
+/*-----------------------------------------------------------------------------
+| Overall styles
+|----------------------------------------------------------------------------*/
+
+.lm-CommandPalette {
+  padding-bottom: 0px;
+  color: var(--jp-ui-font-color1);
+  background: var(--jp-layout-color1);
+  /* This is needed so that all font sizing of children done in ems is
+   * relative to this base size */
+  font-size: var(--jp-ui-font-size1);
+}
+
+/*-----------------------------------------------------------------------------
+| Modal variant
+|----------------------------------------------------------------------------*/
+
+.jp-ModalCommandPalette {
+  position: absolute;
+  z-index: 10000;
+  top: 38px;
+  left: 30%;
+  margin: 0;
+  padding: 4px;
+  width: 40%;
+  box-shadow: var(--jp-elevation-z4);
+  border-radius: 4px;
+  background: var(--jp-layout-color0);
+}
+
+.jp-ModalCommandPalette .lm-CommandPalette {
+  max-height: 40vh;
+}
+
+.jp-ModalCommandPalette .lm-CommandPalette .lm-close-icon::after {
+  display: none;
+}
+
+.jp-ModalCommandPalette .lm-CommandPalette .lm-CommandPalette-header {
+  display: none;
+}
+
+.jp-ModalCommandPalette .lm-CommandPalette .lm-CommandPalette-item {
+  margin-left: 4px;
+  margin-right: 4px;
+}
+
+.jp-ModalCommandPalette
+  .lm-CommandPalette
+  .lm-CommandPalette-item.lm-mod-disabled {
+  display: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Search
+|----------------------------------------------------------------------------*/
+
+.lm-CommandPalette-search {
+  padding: 4px;
+  background-color: var(--jp-layout-color1);
+  z-index: 2;
+}
+
+.lm-CommandPalette-wrapper {
+  overflow: overlay;
+  padding: 0px 9px;
+  background-color: var(--jp-input-active-background);
+  height: 30px;
+  box-shadow: inset 0 0 0 var(--jp-border-width) var(--jp-input-border-color);
+}
+
+.lm-CommandPalette.lm-mod-focused .lm-CommandPalette-wrapper {
+  box-shadow: inset 0 0 0 1px var(--jp-input-active-box-shadow-color),
+    inset 0 0 0 3px var(--jp-input-active-box-shadow-color);
+}
+
+.jp-SearchIconGroup {
+  color: white;
+  background-color: var(--jp-brand-color1);
+  position: absolute;
+  top: 4px;
+  right: 4px;
+  padding: 5px 5px 1px 5px;
+}
+
+.jp-SearchIconGroup svg {
+  height: 20px;
+  width: 20px;
+}
+
+.jp-SearchIconGroup .jp-icon3[fill] {
+  fill: var(--jp-layout-color0);
+}
+
+.lm-CommandPalette-input {
+  background: transparent;
+  width: calc(100% - 18px);
+  float: left;
+  border: none;
+  outline: none;
+  font-size: var(--jp-ui-font-size1);
+  color: var(--jp-ui-font-color0);
+  line-height: var(--jp-private-commandpalette-search-height);
+}
+
+.lm-CommandPalette-input::-webkit-input-placeholder,
+.lm-CommandPalette-input::-moz-placeholder,
+.lm-CommandPalette-input:-ms-input-placeholder {
+  color: var(--jp-ui-font-color2);
+  font-size: var(--jp-ui-font-size1);
+}
+
+/*-----------------------------------------------------------------------------
+| Results
+|----------------------------------------------------------------------------*/
+
+.lm-CommandPalette-header:first-child {
+  margin-top: 0px;
+}
+
+.lm-CommandPalette-header {
+  border-bottom: solid var(--jp-border-width) var(--jp-border-color2);
+  color: var(--jp-ui-font-color1);
+  cursor: pointer;
+  display: flex;
+  font-size: var(--jp-ui-font-size0);
+  font-weight: 600;
+  letter-spacing: 1px;
+  margin-top: 8px;
+  padding: 8px 0 8px 12px;
+  text-transform: uppercase;
+}
+
+.lm-CommandPalette-header.lm-mod-active {
+  background: var(--jp-layout-color2);
+}
+
+.lm-CommandPalette-header > mark {
+  background-color: transparent;
+  font-weight: bold;
+  color: var(--jp-ui-font-color1);
+}
+
+.lm-CommandPalette-item {
+  padding: 4px 12px 4px 4px;
+  color: var(--jp-ui-font-color1);
+  font-size: var(--jp-ui-font-size1);
+  font-weight: 400;
+  display: flex;
+}
+
+.lm-CommandPalette-item.lm-mod-disabled {
+  color: var(--jp-ui-font-color2);
+}
+
+.lm-CommandPalette-item.lm-mod-active {
+  color: var(--jp-ui-inverse-font-color1);
+  background: var(--jp-brand-color1);
+}
+
+.lm-CommandPalette-item.lm-mod-active .lm-CommandPalette-itemLabel > mark {
+  color: var(--jp-ui-inverse-font-color0);
+}
+
+.lm-CommandPalette-item.lm-mod-active .jp-icon-selectable[fill] {
+  fill: var(--jp-layout-color0);
+}
+
+.lm-CommandPalette-item.lm-mod-active .lm-CommandPalette-itemLabel > mark {
+  color: var(--jp-ui-inverse-font-color0);
+}
+
+.lm-CommandPalette-item.lm-mod-active:hover:not(.lm-mod-disabled) {
+  color: var(--jp-ui-inverse-font-color1);
+  background: var(--jp-brand-color1);
+}
+
+.lm-CommandPalette-item:hover:not(.lm-mod-active):not(.lm-mod-disabled) {
+  background: var(--jp-layout-color2);
+}
+
+.lm-CommandPalette-itemContent {
+  overflow: hidden;
+}
+
+.lm-CommandPalette-itemLabel > mark {
+  color: var(--jp-ui-font-color0);
+  background-color: transparent;
+  font-weight: bold;
+}
+
+.lm-CommandPalette-item.lm-mod-disabled mark {
+  color: var(--jp-ui-font-color2);
+}
+
+.lm-CommandPalette-item .lm-CommandPalette-itemIcon {
+  margin: 0 4px 0 0;
+  position: relative;
+  width: 16px;
+  top: 2px;
+  flex: 0 0 auto;
+}
+
+.lm-CommandPalette-item.lm-mod-disabled .lm-CommandPalette-itemIcon {
+  opacity: 0.6;
+}
+
+.lm-CommandPalette-item .lm-CommandPalette-itemShortcut {
+  flex: 0 0 auto;
+}
+
+.lm-CommandPalette-itemCaption {
+  display: none;
+}
+
+.lm-CommandPalette-content {
+  background-color: var(--jp-layout-color1);
+}
+
+.lm-CommandPalette-content:empty:after {
+  content: 'No results';
+  margin: auto;
+  margin-top: 20px;
+  width: 100px;
+  display: block;
+  font-size: var(--jp-ui-font-size2);
+  font-family: var(--jp-ui-font-family);
+  font-weight: lighter;
+}
+
+.lm-CommandPalette-emptyMessage {
+  text-align: center;
+  margin-top: 24px;
+  line-height: 1.32;
+  padding: 0px 8px;
+  color: var(--jp-content-font-color3);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2017, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-Dialog {
+  position: absolute;
+  z-index: 10000;
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  justify-content: center;
+  top: 0px;
+  left: 0px;
+  margin: 0;
+  padding: 0;
+  width: 100%;
+  height: 100%;
+  background: var(--jp-dialog-background);
+}
+
+.jp-Dialog-content {
+  display: flex;
+  flex-direction: column;
+  margin-left: auto;
+  margin-right: auto;
+  background: var(--jp-layout-color1);
+  padding: 24px;
+  padding-bottom: 12px;
+  min-width: 300px;
+  min-height: 150px;
+  max-width: 1000px;
+  max-height: 500px;
+  box-sizing: border-box;
+  box-shadow: var(--jp-elevation-z20);
+  word-wrap: break-word;
+  border-radius: var(--jp-border-radius);
+  /* This is needed so that all font sizing of children done in ems is
+   * relative to this base size */
+  font-size: var(--jp-ui-font-size1);
+  color: var(--jp-ui-font-color1);
+  resize: both;
+}
+
+.jp-Dialog-button {
+  overflow: visible;
+}
+
+button.jp-Dialog-button:focus {
+  outline: 1px solid var(--jp-brand-color1);
+  outline-offset: 4px;
+  -moz-outline-radius: 0px;
+}
+
+button.jp-Dialog-button:focus::-moz-focus-inner {
+  border: 0;
+}
+
+button.jp-Dialog-close-button {
+  padding: 0;
+  height: 100%;
+  min-width: unset;
+  min-height: unset;
+}
+
+.jp-Dialog-header {
+  display: flex;
+  justify-content: space-between;
+  flex: 0 0 auto;
+  padding-bottom: 12px;
+  font-size: var(--jp-ui-font-size3);
+  font-weight: 400;
+  color: var(--jp-ui-font-color0);
+}
+
+.jp-Dialog-body {
+  display: flex;
+  flex-direction: column;
+  flex: 1 1 auto;
+  font-size: var(--jp-ui-font-size1);
+  background: var(--jp-layout-color1);
+  overflow: auto;
+}
+
+.jp-Dialog-footer {
+  display: flex;
+  flex-direction: row;
+  justify-content: flex-end;
+  flex: 0 0 auto;
+  margin-left: -12px;
+  margin-right: -12px;
+  padding: 12px;
+}
+
+.jp-Dialog-title {
+  overflow: hidden;
+  white-space: nowrap;
+  text-overflow: ellipsis;
+}
+
+.jp-Dialog-body > .jp-select-wrapper {
+  width: 100%;
+}
+
+.jp-Dialog-body > button {
+  padding: 0px 16px;
+}
+
+.jp-Dialog-body > label {
+  line-height: 1.4;
+  color: var(--jp-ui-font-color0);
+}
+
+.jp-Dialog-button.jp-mod-styled:not(:last-child) {
+  margin-right: 12px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2016, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-HoverBox {
+  position: fixed;
+}
+
+.jp-HoverBox.jp-mod-outofview {
+  display: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-IFrame {
+  width: 100%;
+  height: 100%;
+}
+
+.jp-IFrame > iframe {
+  border: none;
+}
+
+/*
+When drag events occur, `p-mod-override-cursor` is added to the body.
+Because iframes steal all cursor events, the following two rules are necessary
+to suppress pointer events while resize drags are occurring. There may be a
+better solution to this problem.
+*/
+body.lm-mod-override-cursor .jp-IFrame {
+  position: relative;
+}
+
+body.lm-mod-override-cursor .jp-IFrame:before {
+  content: '';
+  position: absolute;
+  top: 0;
+  left: 0;
+  right: 0;
+  bottom: 0;
+  background: transparent;
+}
+
+.jp-Input-Boolean-Dialog {
+  flex-direction: row-reverse;
+  align-items: end;
+  width: 100%;
+}
+
+.jp-Input-Boolean-Dialog > label {
+  flex: 1 1 auto;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2016, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-MainAreaWidget > :focus {
+  outline: none;
+}
+
+/**
+ * google-material-color v1.2.6
+ * https://github.com/danlevan/google-material-color
+ */
+:root {
+  --md-red-50: #ffebee;
+  --md-red-100: #ffcdd2;
+  --md-red-200: #ef9a9a;
+  --md-red-300: #e57373;
+  --md-red-400: #ef5350;
+  --md-red-500: #f44336;
+  --md-red-600: #e53935;
+  --md-red-700: #d32f2f;
+  --md-red-800: #c62828;
+  --md-red-900: #b71c1c;
+  --md-red-A100: #ff8a80;
+  --md-red-A200: #ff5252;
+  --md-red-A400: #ff1744;
+  --md-red-A700: #d50000;
+
+  --md-pink-50: #fce4ec;
+  --md-pink-100: #f8bbd0;
+  --md-pink-200: #f48fb1;
+  --md-pink-300: #f06292;
+  --md-pink-400: #ec407a;
+  --md-pink-500: #e91e63;
+  --md-pink-600: #d81b60;
+  --md-pink-700: #c2185b;
+  --md-pink-800: #ad1457;
+  --md-pink-900: #880e4f;
+  --md-pink-A100: #ff80ab;
+  --md-pink-A200: #ff4081;
+  --md-pink-A400: #f50057;
+  --md-pink-A700: #c51162;
+
+  --md-purple-50: #f3e5f5;
+  --md-purple-100: #e1bee7;
+  --md-purple-200: #ce93d8;
+  --md-purple-300: #ba68c8;
+  --md-purple-400: #ab47bc;
+  --md-purple-500: #9c27b0;
+  --md-purple-600: #8e24aa;
+  --md-purple-700: #7b1fa2;
+  --md-purple-800: #6a1b9a;
+  --md-purple-900: #4a148c;
+  --md-purple-A100: #ea80fc;
+  --md-purple-A200: #e040fb;
+  --md-purple-A400: #d500f9;
+  --md-purple-A700: #aa00ff;
+
+  --md-deep-purple-50: #ede7f6;
+  --md-deep-purple-100: #d1c4e9;
+  --md-deep-purple-200: #b39ddb;
+  --md-deep-purple-300: #9575cd;
+  --md-deep-purple-400: #7e57c2;
+  --md-deep-purple-500: #673ab7;
+  --md-deep-purple-600: #5e35b1;
+  --md-deep-purple-700: #512da8;
+  --md-deep-purple-800: #4527a0;
+  --md-deep-purple-900: #311b92;
+  --md-deep-purple-A100: #b388ff;
+  --md-deep-purple-A200: #7c4dff;
+  --md-deep-purple-A400: #651fff;
+  --md-deep-purple-A700: #6200ea;
+
+  --md-indigo-50: #e8eaf6;
+  --md-indigo-100: #c5cae9;
+  --md-indigo-200: #9fa8da;
+  --md-indigo-300: #7986cb;
+  --md-indigo-400: #5c6bc0;
+  --md-indigo-500: #3f51b5;
+  --md-indigo-600: #3949ab;
+  --md-indigo-700: #303f9f;
+  --md-indigo-800: #283593;
+  --md-indigo-900: #1a237e;
+  --md-indigo-A100: #8c9eff;
+  --md-indigo-A200: #536dfe;
+  --md-indigo-A400: #3d5afe;
+  --md-indigo-A700: #304ffe;
+
+  --md-blue-50: #e3f2fd;
+  --md-blue-100: #bbdefb;
+  --md-blue-200: #90caf9;
+  --md-blue-300: #64b5f6;
+  --md-blue-400: #42a5f5;
+  --md-blue-500: #2196f3;
+  --md-blue-600: #1e88e5;
+  --md-blue-700: #1976d2;
+  --md-blue-800: #1565c0;
+  --md-blue-900: #0d47a1;
+  --md-blue-A100: #82b1ff;
+  --md-blue-A200: #448aff;
+  --md-blue-A400: #2979ff;
+  --md-blue-A700: #2962ff;
+
+  --md-light-blue-50: #e1f5fe;
+  --md-light-blue-100: #b3e5fc;
+  --md-light-blue-200: #81d4fa;
+  --md-light-blue-300: #4fc3f7;
+  --md-light-blue-400: #29b6f6;
+  --md-light-blue-500: #03a9f4;
+  --md-light-blue-600: #039be5;
+  --md-light-blue-700: #0288d1;
+  --md-light-blue-800: #0277bd;
+  --md-light-blue-900: #01579b;
+  --md-light-blue-A100: #80d8ff;
+  --md-light-blue-A200: #40c4ff;
+  --md-light-blue-A400: #00b0ff;
+  --md-light-blue-A700: #0091ea;
+
+  --md-cyan-50: #e0f7fa;
+  --md-cyan-100: #b2ebf2;
+  --md-cyan-200: #80deea;
+  --md-cyan-300: #4dd0e1;
+  --md-cyan-400: #26c6da;
+  --md-cyan-500: #00bcd4;
+  --md-cyan-600: #00acc1;
+  --md-cyan-700: #0097a7;
+  --md-cyan-800: #00838f;
+  --md-cyan-900: #006064;
+  --md-cyan-A100: #84ffff;
+  --md-cyan-A200: #18ffff;
+  --md-cyan-A400: #00e5ff;
+  --md-cyan-A700: #00b8d4;
+
+  --md-teal-50: #e0f2f1;
+  --md-teal-100: #b2dfdb;
+  --md-teal-200: #80cbc4;
+  --md-teal-300: #4db6ac;
+  --md-teal-400: #26a69a;
+  --md-teal-500: #009688;
+  --md-teal-600: #00897b;
+  --md-teal-700: #00796b;
+  --md-teal-800: #00695c;
+  --md-teal-900: #004d40;
+  --md-teal-A100: #a7ffeb;
+  --md-teal-A200: #64ffda;
+  --md-teal-A400: #1de9b6;
+  --md-teal-A700: #00bfa5;
+
+  --md-green-50: #e8f5e9;
+  --md-green-100: #c8e6c9;
+  --md-green-200: #a5d6a7;
+  --md-green-300: #81c784;
+  --md-green-400: #66bb6a;
+  --md-green-500: #4caf50;
+  --md-green-600: #43a047;
+  --md-green-700: #388e3c;
+  --md-green-800: #2e7d32;
+  --md-green-900: #1b5e20;
+  --md-green-A100: #b9f6ca;
+  --md-green-A200: #69f0ae;
+  --md-green-A400: #00e676;
+  --md-green-A700: #00c853;
+
+  --md-light-green-50: #f1f8e9;
+  --md-light-green-100: #dcedc8;
+  --md-light-green-200: #c5e1a5;
+  --md-light-green-300: #aed581;
+  --md-light-green-400: #9ccc65;
+  --md-light-green-500: #8bc34a;
+  --md-light-green-600: #7cb342;
+  --md-light-green-700: #689f38;
+  --md-light-green-800: #558b2f;
+  --md-light-green-900: #33691e;
+  --md-light-green-A100: #ccff90;
+  --md-light-green-A200: #b2ff59;
+  --md-light-green-A400: #76ff03;
+  --md-light-green-A700: #64dd17;
+
+  --md-lime-50: #f9fbe7;
+  --md-lime-100: #f0f4c3;
+  --md-lime-200: #e6ee9c;
+  --md-lime-300: #dce775;
+  --md-lime-400: #d4e157;
+  --md-lime-500: #cddc39;
+  --md-lime-600: #c0ca33;
+  --md-lime-700: #afb42b;
+  --md-lime-800: #9e9d24;
+  --md-lime-900: #827717;
+  --md-lime-A100: #f4ff81;
+  --md-lime-A200: #eeff41;
+  --md-lime-A400: #c6ff00;
+  --md-lime-A700: #aeea00;
+
+  --md-yellow-50: #fffde7;
+  --md-yellow-100: #fff9c4;
+  --md-yellow-200: #fff59d;
+  --md-yellow-300: #fff176;
+  --md-yellow-400: #ffee58;
+  --md-yellow-500: #ffeb3b;
+  --md-yellow-600: #fdd835;
+  --md-yellow-700: #fbc02d;
+  --md-yellow-800: #f9a825;
+  --md-yellow-900: #f57f17;
+  --md-yellow-A100: #ffff8d;
+  --md-yellow-A200: #ffff00;
+  --md-yellow-A400: #ffea00;
+  --md-yellow-A700: #ffd600;
+
+  --md-amber-50: #fff8e1;
+  --md-amber-100: #ffecb3;
+  --md-amber-200: #ffe082;
+  --md-amber-300: #ffd54f;
+  --md-amber-400: #ffca28;
+  --md-amber-500: #ffc107;
+  --md-amber-600: #ffb300;
+  --md-amber-700: #ffa000;
+  --md-amber-800: #ff8f00;
+  --md-amber-900: #ff6f00;
+  --md-amber-A100: #ffe57f;
+  --md-amber-A200: #ffd740;
+  --md-amber-A400: #ffc400;
+  --md-amber-A700: #ffab00;
+
+  --md-orange-50: #fff3e0;
+  --md-orange-100: #ffe0b2;
+  --md-orange-200: #ffcc80;
+  --md-orange-300: #ffb74d;
+  --md-orange-400: #ffa726;
+  --md-orange-500: #ff9800;
+  --md-orange-600: #fb8c00;
+  --md-orange-700: #f57c00;
+  --md-orange-800: #ef6c00;
+  --md-orange-900: #e65100;
+  --md-orange-A100: #ffd180;
+  --md-orange-A200: #ffab40;
+  --md-orange-A400: #ff9100;
+  --md-orange-A700: #ff6d00;
+
+  --md-deep-orange-50: #fbe9e7;
+  --md-deep-orange-100: #ffccbc;
+  --md-deep-orange-200: #ffab91;
+  --md-deep-orange-300: #ff8a65;
+  --md-deep-orange-400: #ff7043;
+  --md-deep-orange-500: #ff5722;
+  --md-deep-orange-600: #f4511e;
+  --md-deep-orange-700: #e64a19;
+  --md-deep-orange-800: #d84315;
+  --md-deep-orange-900: #bf360c;
+  --md-deep-orange-A100: #ff9e80;
+  --md-deep-orange-A200: #ff6e40;
+  --md-deep-orange-A400: #ff3d00;
+  --md-deep-orange-A700: #dd2c00;
+
+  --md-brown-50: #efebe9;
+  --md-brown-100: #d7ccc8;
+  --md-brown-200: #bcaaa4;
+  --md-brown-300: #a1887f;
+  --md-brown-400: #8d6e63;
+  --md-brown-500: #795548;
+  --md-brown-600: #6d4c41;
+  --md-brown-700: #5d4037;
+  --md-brown-800: #4e342e;
+  --md-brown-900: #3e2723;
+
+  --md-grey-50: #fafafa;
+  --md-grey-100: #f5f5f5;
+  --md-grey-200: #eeeeee;
+  --md-grey-300: #e0e0e0;
+  --md-grey-400: #bdbdbd;
+  --md-grey-500: #9e9e9e;
+  --md-grey-600: #757575;
+  --md-grey-700: #616161;
+  --md-grey-800: #424242;
+  --md-grey-900: #212121;
+
+  --md-blue-grey-50: #eceff1;
+  --md-blue-grey-100: #cfd8dc;
+  --md-blue-grey-200: #b0bec5;
+  --md-blue-grey-300: #90a4ae;
+  --md-blue-grey-400: #78909c;
+  --md-blue-grey-500: #607d8b;
+  --md-blue-grey-600: #546e7a;
+  --md-blue-grey-700: #455a64;
+  --md-blue-grey-800: #37474f;
+  --md-blue-grey-900: #263238;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2017, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-Spinner {
+  position: absolute;
+  display: flex;
+  justify-content: center;
+  align-items: center;
+  z-index: 10;
+  left: 0;
+  top: 0;
+  width: 100%;
+  height: 100%;
+  background: var(--jp-layout-color0);
+  outline: none;
+}
+
+.jp-SpinnerContent {
+  font-size: 10px;
+  margin: 50px auto;
+  text-indent: -9999em;
+  width: 3em;
+  height: 3em;
+  border-radius: 50%;
+  background: var(--jp-brand-color3);
+  background: linear-gradient(
+    to right,
+    #f37626 10%,
+    rgba(255, 255, 255, 0) 42%
+  );
+  position: relative;
+  animation: load3 1s infinite linear, fadeIn 1s;
+}
+
+.jp-SpinnerContent:before {
+  width: 50%;
+  height: 50%;
+  background: #f37626;
+  border-radius: 100% 0 0 0;
+  position: absolute;
+  top: 0;
+  left: 0;
+  content: '';
+}
+
+.jp-SpinnerContent:after {
+  background: var(--jp-layout-color0);
+  width: 75%;
+  height: 75%;
+  border-radius: 50%;
+  content: '';
+  margin: auto;
+  position: absolute;
+  top: 0;
+  left: 0;
+  bottom: 0;
+  right: 0;
+}
+
+@keyframes fadeIn {
+  0% {
+    opacity: 0;
+  }
+  100% {
+    opacity: 1;
+  }
+}
+
+@keyframes load3 {
+  0% {
+    transform: rotate(0deg);
+  }
+  100% {
+    transform: rotate(360deg);
+  }
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2017, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+button.jp-mod-styled {
+  font-size: var(--jp-ui-font-size1);
+  color: var(--jp-ui-font-color0);
+  border: none;
+  box-sizing: border-box;
+  text-align: center;
+  line-height: 32px;
+  height: 32px;
+  padding: 0px 12px;
+  letter-spacing: 0.8px;
+  outline: none;
+  appearance: none;
+  -webkit-appearance: none;
+  -moz-appearance: none;
+}
+
+input.jp-mod-styled {
+  background: var(--jp-input-background);
+  height: 28px;
+  box-sizing: border-box;
+  border: var(--jp-border-width) solid var(--jp-border-color1);
+  padding-left: 7px;
+  padding-right: 7px;
+  font-size: var(--jp-ui-font-size2);
+  color: var(--jp-ui-font-color0);
+  outline: none;
+  appearance: none;
+  -webkit-appearance: none;
+  -moz-appearance: none;
+}
+
+input[type='checkbox'].jp-mod-styled {
+  appearance: checkbox;
+  -webkit-appearance: checkbox;
+  -moz-appearance: checkbox;
+  height: auto;
+}
+
+input.jp-mod-styled:focus {
+  border: var(--jp-border-width) solid var(--md-blue-500);
+  box-shadow: inset 0 0 4px var(--md-blue-300);
+}
+
+.jp-FileDialog-Checkbox {
+  margin-top: 35px;
+  display: flex;
+  flex-direction: row;
+  align-items: end;
+  width: 100%;
+}
+
+.jp-FileDialog-Checkbox > label {
+  flex: 1 1 auto;
+}
+
+.jp-select-wrapper {
+  display: flex;
+  position: relative;
+  flex-direction: column;
+  padding: 1px;
+  background-color: var(--jp-layout-color1);
+  height: 28px;
+  box-sizing: border-box;
+  margin-bottom: 12px;
+}
+
+.jp-select-wrapper.jp-mod-focused select.jp-mod-styled {
+  border: var(--jp-border-width) solid var(--jp-input-active-border-color);
+  box-shadow: var(--jp-input-box-shadow);
+  background-color: var(--jp-input-active-background);
+}
+
+select.jp-mod-styled:hover {
+  background-color: var(--jp-layout-color1);
+  cursor: pointer;
+  color: var(--jp-ui-font-color0);
+  background-color: var(--jp-input-hover-background);
+  box-shadow: inset 0 0px 1px rgba(0, 0, 0, 0.5);
+}
+
+select.jp-mod-styled {
+  flex: 1 1 auto;
+  height: 32px;
+  width: 100%;
+  font-size: var(--jp-ui-font-size2);
+  background: var(--jp-input-background);
+  color: var(--jp-ui-font-color0);
+  padding: 0 25px 0 8px;
+  border: var(--jp-border-width) solid var(--jp-input-border-color);
+  border-radius: 0px;
+  outline: none;
+  appearance: none;
+  -webkit-appearance: none;
+  -moz-appearance: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2016, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+:root {
+  --jp-private-toolbar-height: calc(
+    28px + var(--jp-border-width)
+  ); /* leave 28px for content */
+}
+
+.jp-Toolbar {
+  color: var(--jp-ui-font-color1);
+  flex: 0 0 auto;
+  display: flex;
+  flex-direction: row;
+  border-bottom: var(--jp-border-width) solid var(--jp-toolbar-border-color);
+  box-shadow: var(--jp-toolbar-box-shadow);
+  background: var(--jp-toolbar-background);
+  min-height: var(--jp-toolbar-micro-height);
+  padding: 2px;
+  z-index: 1;
+  overflow-x: auto;
+}
+
+/* Toolbar items */
+
+.jp-Toolbar > .jp-Toolbar-item.jp-Toolbar-spacer {
+  flex-grow: 1;
+  flex-shrink: 1;
+}
+
+.jp-Toolbar-item.jp-Toolbar-kernelStatus {
+  display: inline-block;
+  width: 32px;
+  background-repeat: no-repeat;
+  background-position: center;
+  background-size: 16px;
+}
+
+.jp-Toolbar > .jp-Toolbar-item {
+  flex: 0 0 auto;
+  display: flex;
+  padding-left: 1px;
+  padding-right: 1px;
+  font-size: var(--jp-ui-font-size1);
+  line-height: var(--jp-private-toolbar-height);
+  height: 100%;
+}
+
+/* Toolbar buttons */
+
+/* This is the div we use to wrap the react component into a Widget */
+div.jp-ToolbarButton {
+  color: transparent;
+  border: none;
+  box-sizing: border-box;
+  outline: none;
+  appearance: none;
+  -webkit-appearance: none;
+  -moz-appearance: none;
+  padding: 0px;
+  margin: 0px;
+}
+
+button.jp-ToolbarButtonComponent {
+  background: var(--jp-layout-color1);
+  border: none;
+  box-sizing: border-box;
+  outline: none;
+  appearance: none;
+  -webkit-appearance: none;
+  -moz-appearance: none;
+  padding: 0px 6px;
+  margin: 0px;
+  height: 24px;
+  border-radius: var(--jp-border-radius);
+  display: flex;
+  align-items: center;
+  text-align: center;
+  font-size: 14px;
+  min-width: unset;
+  min-height: unset;
+}
+
+button.jp-ToolbarButtonComponent:disabled {
+  opacity: 0.4;
+}
+
+button.jp-ToolbarButtonComponent span {
+  padding: 0px;
+  flex: 0 0 auto;
+}
+
+button.jp-ToolbarButtonComponent .jp-ToolbarButtonComponent-label {
+  font-size: var(--jp-ui-font-size1);
+  line-height: 100%;
+  padding-left: 2px;
+  color: var(--jp-ui-font-color1);
+}
+
+#jp-main-dock-panel[data-mode='single-document']
+  .jp-MainAreaWidget
+  > .jp-Toolbar.jp-Toolbar-micro {
+  padding: 0;
+  min-height: 0;
+}
+
+#jp-main-dock-panel[data-mode='single-document']
+  .jp-MainAreaWidget
+  > .jp-Toolbar {
+  border: none;
+  box-shadow: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2017, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ body.p-mod-override-cursor *, /* </DEPRECATED> */
+body.lm-mod-override-cursor * {
+  cursor: inherit !important;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2016, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-JSONEditor {
+  display: flex;
+  flex-direction: column;
+  width: 100%;
+}
+
+.jp-JSONEditor-host {
+  flex: 1 1 auto;
+  border: var(--jp-border-width) solid var(--jp-input-border-color);
+  border-radius: 0px;
+  background: var(--jp-layout-color0);
+  min-height: 50px;
+  padding: 1px;
+}
+
+.jp-JSONEditor.jp-mod-error .jp-JSONEditor-host {
+  border-color: red;
+  outline-color: red;
+}
+
+.jp-JSONEditor-header {
+  display: flex;
+  flex: 1 0 auto;
+  padding: 0 0 0 12px;
+}
+
+.jp-JSONEditor-header label {
+  flex: 0 0 auto;
+}
+
+.jp-JSONEditor-commitButton {
+  height: 16px;
+  width: 16px;
+  background-size: 18px;
+  background-repeat: no-repeat;
+  background-position: center;
+}
+
+.jp-JSONEditor-host.jp-mod-focused {
+  background-color: var(--jp-input-active-background);
+  border: 1px solid var(--jp-input-active-border-color);
+  box-shadow: var(--jp-input-box-shadow);
+}
+
+.jp-Editor.jp-mod-dropTarget {
+  border: var(--jp-border-width) solid var(--jp-input-active-border-color);
+  box-shadow: var(--jp-input-box-shadow);
+}
+
+/* BASICS */
+
+.CodeMirror {
+  /* Set height, width, borders, and global font properties here */
+  font-family: monospace;
+  height: 300px;
+  color: black;
+  direction: ltr;
+}
+
+/* PADDING */
+
+.CodeMirror-lines {
+  padding: 4px 0; /* Vertical padding around content */
+}
+.CodeMirror pre.CodeMirror-line,
+.CodeMirror pre.CodeMirror-line-like {
+  padding: 0 4px; /* Horizontal padding of content */
+}
+
+.CodeMirror-scrollbar-filler, .CodeMirror-gutter-filler {
+  background-color: white; /* The little square between H and V scrollbars */
+}
+
+/* GUTTER */
+
+.CodeMirror-gutters {
+  border-right: 1px solid #ddd;
+  background-color: #f7f7f7;
+  white-space: nowrap;
+}
+.CodeMirror-linenumbers {}
+.CodeMirror-linenumber {
+  padding: 0 3px 0 5px;
+  min-width: 20px;
+  text-align: right;
+  color: #999;
+  white-space: nowrap;
+}
+
+.CodeMirror-guttermarker { color: black; }
+.CodeMirror-guttermarker-subtle { color: #999; }
+
+/* CURSOR */
+
+.CodeMirror-cursor {
+  border-left: 1px solid black;
+  border-right: none;
+  width: 0;
+}
+/* Shown when moving in bi-directional text */
+.CodeMirror div.CodeMirror-secondarycursor {
+  border-left: 1px solid silver;
+}
+.cm-fat-cursor .CodeMirror-cursor {
+  width: auto;
+  border: 0 !important;
+  background: #7e7;
+}
+.cm-fat-cursor div.CodeMirror-cursors {
+  z-index: 1;
+}
+.cm-fat-cursor-mark {
+  background-color: rgba(20, 255, 20, 0.5);
+  -webkit-animation: blink 1.06s steps(1) infinite;
+  -moz-animation: blink 1.06s steps(1) infinite;
+  animation: blink 1.06s steps(1) infinite;
+}
+.cm-animate-fat-cursor {
+  width: auto;
+  border: 0;
+  -webkit-animation: blink 1.06s steps(1) infinite;
+  -moz-animation: blink 1.06s steps(1) infinite;
+  animation: blink 1.06s steps(1) infinite;
+  background-color: #7e7;
+}
+@-moz-keyframes blink {
+  0% {}
+  50% { background-color: transparent; }
+  100% {}
+}
+@-webkit-keyframes blink {
+  0% {}
+  50% { background-color: transparent; }
+  100% {}
+}
+@keyframes blink {
+  0% {}
+  50% { background-color: transparent; }
+  100% {}
+}
+
+/* Can style cursor different in overwrite (non-insert) mode */
+.CodeMirror-overwrite .CodeMirror-cursor {}
+
+.cm-tab { display: inline-block; text-decoration: inherit; }
+
+.CodeMirror-rulers {
+  position: absolute;
+  left: 0; right: 0; top: -50px; bottom: 0;
+  overflow: hidden;
+}
+.CodeMirror-ruler {
+  border-left: 1px solid #ccc;
+  top: 0; bottom: 0;
+  position: absolute;
+}
+
+/* DEFAULT THEME */
+
+.cm-s-default .cm-header {color: blue;}
+.cm-s-default .cm-quote {color: #090;}
+.cm-negative {color: #d44;}
+.cm-positive {color: #292;}
+.cm-header, .cm-strong {font-weight: bold;}
+.cm-em {font-style: italic;}
+.cm-link {text-decoration: underline;}
+.cm-strikethrough {text-decoration: line-through;}
+
+.cm-s-default .cm-keyword {color: #708;}
+.cm-s-default .cm-atom {color: #219;}
+.cm-s-default .cm-number {color: #164;}
+.cm-s-default .cm-def {color: #00f;}
+.cm-s-default .cm-variable,
+.cm-s-default .cm-punctuation,
+.cm-s-default .cm-property,
+.cm-s-default .cm-operator {}
+.cm-s-default .cm-variable-2 {color: #05a;}
+.cm-s-default .cm-variable-3, .cm-s-default .cm-type {color: #085;}
+.cm-s-default .cm-comment {color: #a50;}
+.cm-s-default .cm-string {color: #a11;}
+.cm-s-default .cm-string-2 {color: #f50;}
+.cm-s-default .cm-meta {color: #555;}
+.cm-s-default .cm-qualifier {color: #555;}
+.cm-s-default .cm-builtin {color: #30a;}
+.cm-s-default .cm-bracket {color: #997;}
+.cm-s-default .cm-tag {color: #170;}
+.cm-s-default .cm-attribute {color: #00c;}
+.cm-s-default .cm-hr {color: #999;}
+.cm-s-default .cm-link {color: #00c;}
+
+.cm-s-default .cm-error {color: #f00;}
+.cm-invalidchar {color: #f00;}
+
+.CodeMirror-composing { border-bottom: 2px solid; }
+
+/* Default styles for common addons */
+
+div.CodeMirror span.CodeMirror-matchingbracket {color: #0b0;}
+div.CodeMirror span.CodeMirror-nonmatchingbracket {color: #a22;}
+.CodeMirror-matchingtag { background: rgba(255, 150, 0, .3); }
+.CodeMirror-activeline-background {background: #e8f2ff;}
+
+/* STOP */
+
+/* The rest of this file contains styles related to the mechanics of
+   the editor. You probably shouldn't touch them. */
+
+.CodeMirror {
+  position: relative;
+  overflow: hidden;
+  background: white;
+}
+
+.CodeMirror-scroll {
+  overflow: scroll !important; /* Things will break if this is overridden */
+  /* 50px is the magic margin used to hide the element's real scrollbars */
+  /* See overflow: hidden in .CodeMirror */
+  margin-bottom: -50px; margin-right: -50px;
+  padding-bottom: 50px;
+  height: 100%;
+  outline: none; /* Prevent dragging from highlighting the element */
+  position: relative;
+}
+.CodeMirror-sizer {
+  position: relative;
+  border-right: 50px solid transparent;
+}
+
+/* The fake, visible scrollbars. Used to force redraw during scrolling
+   before actual scrolling happens, thus preventing shaking and
+   flickering artifacts. */
+.CodeMirror-vscrollbar, .CodeMirror-hscrollbar, .CodeMirror-scrollbar-filler, .CodeMirror-gutter-filler {
+  position: absolute;
+  z-index: 6;
+  display: none;
+  outline: none;
+}
+.CodeMirror-vscrollbar {
+  right: 0; top: 0;
+  overflow-x: hidden;
+  overflow-y: scroll;
+}
+.CodeMirror-hscrollbar {
+  bottom: 0; left: 0;
+  overflow-y: hidden;
+  overflow-x: scroll;
+}
+.CodeMirror-scrollbar-filler {
+  right: 0; bottom: 0;
+}
+.CodeMirror-gutter-filler {
+  left: 0; bottom: 0;
+}
+
+.CodeMirror-gutters {
+  position: absolute; left: 0; top: 0;
+  min-height: 100%;
+  z-index: 3;
+}
+.CodeMirror-gutter {
+  white-space: normal;
+  height: 100%;
+  display: inline-block;
+  vertical-align: top;
+  margin-bottom: -50px;
+}
+.CodeMirror-gutter-wrapper {
+  position: absolute;
+  z-index: 4;
+  background: none !important;
+  border: none !important;
+}
+.CodeMirror-gutter-background {
+  position: absolute;
+  top: 0; bottom: 0;
+  z-index: 4;
+}
+.CodeMirror-gutter-elt {
+  position: absolute;
+  cursor: default;
+  z-index: 4;
+}
+.CodeMirror-gutter-wrapper ::selection { background-color: transparent }
+.CodeMirror-gutter-wrapper ::-moz-selection { background-color: transparent }
+
+.CodeMirror-lines {
+  cursor: text;
+  min-height: 1px; /* prevents collapsing before first draw */
+}
+.CodeMirror pre.CodeMirror-line,
+.CodeMirror pre.CodeMirror-line-like {
+  /* Reset some styles that the rest of the page might have set */
+  -moz-border-radius: 0; -webkit-border-radius: 0; border-radius: 0;
+  border-width: 0;
+  background: transparent;
+  font-family: inherit;
+  font-size: inherit;
+  margin: 0;
+  white-space: pre;
+  word-wrap: normal;
+  line-height: inherit;
+  color: inherit;
+  z-index: 2;
+  position: relative;
+  overflow: visible;
+  -webkit-tap-highlight-color: transparent;
+  -webkit-font-variant-ligatures: contextual;
+  font-variant-ligatures: contextual;
+}
+.CodeMirror-wrap pre.CodeMirror-line,
+.CodeMirror-wrap pre.CodeMirror-line-like {
+  word-wrap: break-word;
+  white-space: pre-wrap;
+  word-break: normal;
+}
+
+.CodeMirror-linebackground {
+  position: absolute;
+  left: 0; right: 0; top: 0; bottom: 0;
+  z-index: 0;
+}
+
+.CodeMirror-linewidget {
+  position: relative;
+  z-index: 2;
+  padding: 0.1px; /* Force widget margins to stay inside of the container */
+}
+
+.CodeMirror-widget {}
+
+.CodeMirror-rtl pre { direction: rtl; }
+
+.CodeMirror-code {
+  outline: none;
+}
+
+/* Force content-box sizing for the elements where we expect it */
+.CodeMirror-scroll,
+.CodeMirror-sizer,
+.CodeMirror-gutter,
+.CodeMirror-gutters,
+.CodeMirror-linenumber {
+  -moz-box-sizing: content-box;
+  box-sizing: content-box;
+}
+
+.CodeMirror-measure {
+  position: absolute;
+  width: 100%;
+  height: 0;
+  overflow: hidden;
+  visibility: hidden;
+}
+
+.CodeMirror-cursor {
+  position: absolute;
+  pointer-events: none;
+}
+.CodeMirror-measure pre { position: static; }
+
+div.CodeMirror-cursors {
+  visibility: hidden;
+  position: relative;
+  z-index: 3;
+}
+div.CodeMirror-dragcursors {
+  visibility: visible;
+}
+
+.CodeMirror-focused div.CodeMirror-cursors {
+  visibility: visible;
+}
+
+.CodeMirror-selected { background: #d9d9d9; }
+.CodeMirror-focused .CodeMirror-selected { background: #d7d4f0; }
+.CodeMirror-crosshair { cursor: crosshair; }
+.CodeMirror-line::selection, .CodeMirror-line > span::selection, .CodeMirror-line > span > span::selection { background: #d7d4f0; }
+.CodeMirror-line::-moz-selection, .CodeMirror-line > span::-moz-selection, .CodeMirror-line > span > span::-moz-selection { background: #d7d4f0; }
+
+.cm-searching {
+  background-color: #ffa;
+  background-color: rgba(255, 255, 0, .4);
+}
+
+/* Used to force a border model for a node */
+.cm-force-border { padding-right: .1px; }
+
+@media print {
+  /* Hide the cursor when printing */
+  .CodeMirror div.CodeMirror-cursors {
+    visibility: hidden;
+  }
+}
+
+/* See issue #2901 */
+.cm-tab-wrap-hack:after { content: ''; }
+
+/* Help users use markselection to safely style text background */
+span.CodeMirror-selectedtext { background: none; }
+
+.CodeMirror-dialog {
+  position: absolute;
+  left: 0; right: 0;
+  background: inherit;
+  z-index: 15;
+  padding: .1em .8em;
+  overflow: hidden;
+  color: inherit;
+}
+
+.CodeMirror-dialog-top {
+  border-bottom: 1px solid #eee;
+  top: 0;
+}
+
+.CodeMirror-dialog-bottom {
+  border-top: 1px solid #eee;
+  bottom: 0;
+}
+
+.CodeMirror-dialog input {
+  border: none;
+  outline: none;
+  background: transparent;
+  width: 20em;
+  color: inherit;
+  font-family: monospace;
+}
+
+.CodeMirror-dialog button {
+  font-size: 70%;
+}
+
+.CodeMirror-foldmarker {
+  color: blue;
+  text-shadow: #b9f 1px 1px 2px, #b9f -1px -1px 2px, #b9f 1px -1px 2px, #b9f -1px 1px 2px;
+  font-family: arial;
+  line-height: .3;
+  cursor: pointer;
+}
+.CodeMirror-foldgutter {
+  width: .7em;
+}
+.CodeMirror-foldgutter-open,
+.CodeMirror-foldgutter-folded {
+  cursor: pointer;
+}
+.CodeMirror-foldgutter-open:after {
+  content: "\25BE";
+}
+.CodeMirror-foldgutter-folded:after {
+  content: "\25B8";
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.CodeMirror {
+  line-height: var(--jp-code-line-height);
+  font-size: var(--jp-code-font-size);
+  font-family: var(--jp-code-font-family);
+  border: 0;
+  border-radius: 0;
+  height: auto;
+  /* Changed to auto to autogrow */
+}
+
+.CodeMirror pre {
+  padding: 0 var(--jp-code-padding);
+}
+
+.jp-CodeMirrorEditor[data-type='inline'] .CodeMirror-dialog {
+  background-color: var(--jp-layout-color0);
+  color: var(--jp-content-font-color1);
+}
+
+/* This causes https://github.com/jupyter/jupyterlab/issues/522 */
+/* May not cause it not because we changed it! */
+.CodeMirror-lines {
+  padding: var(--jp-code-padding) 0;
+}
+
+.CodeMirror-linenumber {
+  padding: 0 8px;
+}
+
+.jp-CodeMirrorEditor {
+  cursor: text;
+}
+
+.jp-CodeMirrorEditor[data-type='inline'] .CodeMirror-cursor {
+  border-left: var(--jp-code-cursor-width0) solid var(--jp-editor-cursor-color);
+}
+
+/* When zoomed out 67% and 33% on a screen of 1440 width x 900 height */
+@media screen and (min-width: 2138px) and (max-width: 4319px) {
+  .jp-CodeMirrorEditor[data-type='inline'] .CodeMirror-cursor {
+    border-left: var(--jp-code-cursor-width1) solid
+      var(--jp-editor-cursor-color);
+  }
+}
+
+/* When zoomed out less than 33% */
+@media screen and (min-width: 4320px) {
+  .jp-CodeMirrorEditor[data-type='inline'] .CodeMirror-cursor {
+    border-left: var(--jp-code-cursor-width2) solid
+      var(--jp-editor-cursor-color);
+  }
+}
+
+.CodeMirror.jp-mod-readOnly .CodeMirror-cursor {
+  display: none;
+}
+
+.CodeMirror-gutters {
+  border-right: 1px solid var(--jp-border-color2);
+  background-color: var(--jp-layout-color0);
+}
+
+.jp-CollaboratorCursor {
+  border-left: 5px solid transparent;
+  border-right: 5px solid transparent;
+  border-top: none;
+  border-bottom: 3px solid;
+  background-clip: content-box;
+  margin-left: -5px;
+  margin-right: -5px;
+}
+
+.CodeMirror-selectedtext.cm-searching {
+  background-color: var(--jp-search-selected-match-background-color) !important;
+  color: var(--jp-search-selected-match-color) !important;
+}
+
+.cm-searching {
+  background-color: var(
+    --jp-search-unselected-match-background-color
+  ) !important;
+  color: var(--jp-search-unselected-match-color) !important;
+}
+
+.CodeMirror-focused .CodeMirror-selected {
+  background-color: var(--jp-editor-selected-focused-background);
+}
+
+.CodeMirror-selected {
+  background-color: var(--jp-editor-selected-background);
+}
+
+.jp-CollaboratorCursor-hover {
+  position: absolute;
+  z-index: 1;
+  transform: translateX(-50%);
+  color: white;
+  border-radius: 3px;
+  padding-left: 4px;
+  padding-right: 4px;
+  padding-top: 1px;
+  padding-bottom: 1px;
+  text-align: center;
+  font-size: var(--jp-ui-font-size1);
+  white-space: nowrap;
+}
+
+.jp-CodeMirror-ruler {
+  border-left: 1px dashed var(--jp-border-color2);
+}
+
+/**
+ * Here is our jupyter theme for CodeMirror syntax highlighting
+ * This is used in our marked.js syntax highlighting and CodeMirror itself
+ * The string "jupyter" is set in ../codemirror/widget.DEFAULT_CODEMIRROR_THEME
+ * This came from the classic notebook, which came form highlight.js/GitHub
+ */
+
+/**
+ * CodeMirror themes are handling the background/color in this way. This works
+ * fine for CodeMirror editors outside the notebook, but the notebook styles
+ * these things differently.
+ */
+.CodeMirror.cm-s-jupyter {
+  background: var(--jp-layout-color0);
+  color: var(--jp-content-font-color1);
+}
+
+/* In the notebook, we want this styling to be handled by its container */
+.jp-CodeConsole .CodeMirror.cm-s-jupyter,
+.jp-Notebook .CodeMirror.cm-s-jupyter {
+  background: transparent;
+}
+
+.cm-s-jupyter .CodeMirror-cursor {
+  border-left: var(--jp-code-cursor-width0) solid var(--jp-editor-cursor-color);
+}
+.cm-s-jupyter span.cm-keyword {
+  color: var(--jp-mirror-editor-keyword-color);
+  font-weight: bold;
+}
+.cm-s-jupyter span.cm-atom {
+  color: var(--jp-mirror-editor-atom-color);
+}
+.cm-s-jupyter span.cm-number {
+  color: var(--jp-mirror-editor-number-color);
+}
+.cm-s-jupyter span.cm-def {
+  color: var(--jp-mirror-editor-def-color);
+}
+.cm-s-jupyter span.cm-variable {
+  color: var(--jp-mirror-editor-variable-color);
+}
+.cm-s-jupyter span.cm-variable-2 {
+  color: var(--jp-mirror-editor-variable-2-color);
+}
+.cm-s-jupyter span.cm-variable-3 {
+  color: var(--jp-mirror-editor-variable-3-color);
+}
+.cm-s-jupyter span.cm-punctuation {
+  color: var(--jp-mirror-editor-punctuation-color);
+}
+.cm-s-jupyter span.cm-property {
+  color: var(--jp-mirror-editor-property-color);
+}
+.cm-s-jupyter span.cm-operator {
+  color: var(--jp-mirror-editor-operator-color);
+  font-weight: bold;
+}
+.cm-s-jupyter span.cm-comment {
+  color: var(--jp-mirror-editor-comment-color);
+  font-style: italic;
+}
+.cm-s-jupyter span.cm-string {
+  color: var(--jp-mirror-editor-string-color);
+}
+.cm-s-jupyter span.cm-string-2 {
+  color: var(--jp-mirror-editor-string-2-color);
+}
+.cm-s-jupyter span.cm-meta {
+  color: var(--jp-mirror-editor-meta-color);
+}
+.cm-s-jupyter span.cm-qualifier {
+  color: var(--jp-mirror-editor-qualifier-color);
+}
+.cm-s-jupyter span.cm-builtin {
+  color: var(--jp-mirror-editor-builtin-color);
+}
+.cm-s-jupyter span.cm-bracket {
+  color: var(--jp-mirror-editor-bracket-color);
+}
+.cm-s-jupyter span.cm-tag {
+  color: var(--jp-mirror-editor-tag-color);
+}
+.cm-s-jupyter span.cm-attribute {
+  color: var(--jp-mirror-editor-attribute-color);
+}
+.cm-s-jupyter span.cm-header {
+  color: var(--jp-mirror-editor-header-color);
+}
+.cm-s-jupyter span.cm-quote {
+  color: var(--jp-mirror-editor-quote-color);
+}
+.cm-s-jupyter span.cm-link {
+  color: var(--jp-mirror-editor-link-color);
+}
+.cm-s-jupyter span.cm-error {
+  color: var(--jp-mirror-editor-error-color);
+}
+.cm-s-jupyter span.cm-hr {
+  color: #999;
+}
+
+.cm-s-jupyter span.cm-tab {
+  background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
+  background-position: right;
+  background-repeat: no-repeat;
+}
+
+.cm-s-jupyter .CodeMirror-activeline-background,
+.cm-s-jupyter .CodeMirror-gutter {
+  background-color: var(--jp-layout-color2);
+}
+
+/* Styles for shared cursors (remote cursor locations and selected ranges) */
+.jp-CodeMirrorEditor .remote-caret {
+  position: relative;
+  border-left: 2px solid black;
+  margin-left: -1px;
+  margin-right: -1px;
+  box-sizing: border-box;
+}
+
+.jp-CodeMirrorEditor .remote-caret > div {
+  white-space: nowrap;
+  position: absolute;
+  top: -1.15em;
+  padding-bottom: 0.05em;
+  left: -2px;
+  font-size: 0.95em;
+  background-color: rgb(250, 129, 0);
+  font-family: var(--jp-ui-font-family);
+  font-weight: bold;
+  line-height: normal;
+  user-select: none;
+  color: white;
+  padding-left: 2px;
+  padding-right: 2px;
+  z-index: 3;
+  transition: opacity 0.3s ease-in-out;
+}
+
+.jp-CodeMirrorEditor .remote-caret.hide-name > div {
+  transition-delay: 0.7s;
+  opacity: 0;
+}
+
+.jp-CodeMirrorEditor .remote-caret:hover > div {
+  opacity: 1;
+  transition-delay: 0s;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| RenderedText
+|----------------------------------------------------------------------------*/
+
+:root {
+  /* This is the padding value to fill the gaps between lines containing spans with background color. */
+  --jp-private-code-span-padding: calc(
+    (var(--jp-code-line-height) - 1) * var(--jp-code-font-size) / 2
+  );
+}
+
+.jp-RenderedText {
+  text-align: left;
+  padding-left: var(--jp-code-padding);
+  line-height: var(--jp-code-line-height);
+  font-family: var(--jp-code-font-family);
+}
+
+.jp-RenderedText pre,
+.jp-RenderedJavaScript pre,
+.jp-RenderedHTMLCommon pre {
+  color: var(--jp-content-font-color1);
+  font-size: var(--jp-code-font-size);
+  border: none;
+  margin: 0px;
+  padding: 0px;
+}
+
+.jp-RenderedText pre a:link {
+  text-decoration: none;
+  color: var(--jp-content-link-color);
+}
+.jp-RenderedText pre a:hover {
+  text-decoration: underline;
+  color: var(--jp-content-link-color);
+}
+.jp-RenderedText pre a:visited {
+  text-decoration: none;
+  color: var(--jp-content-link-color);
+}
+
+/* console foregrounds and backgrounds */
+.jp-RenderedText pre .ansi-black-fg {
+  color: #3e424d;
+}
+.jp-RenderedText pre .ansi-red-fg {
+  color: #e75c58;
+}
+.jp-RenderedText pre .ansi-green-fg {
+  color: #00a250;
+}
+.jp-RenderedText pre .ansi-yellow-fg {
+  color: #ddb62b;
+}
+.jp-RenderedText pre .ansi-blue-fg {
+  color: #208ffb;
+}
+.jp-RenderedText pre .ansi-magenta-fg {
+  color: #d160c4;
+}
+.jp-RenderedText pre .ansi-cyan-fg {
+  color: #60c6c8;
+}
+.jp-RenderedText pre .ansi-white-fg {
+  color: #c5c1b4;
+}
+
+.jp-RenderedText pre .ansi-black-bg {
+  background-color: #3e424d;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-red-bg {
+  background-color: #e75c58;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-green-bg {
+  background-color: #00a250;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-yellow-bg {
+  background-color: #ddb62b;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-blue-bg {
+  background-color: #208ffb;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-magenta-bg {
+  background-color: #d160c4;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-cyan-bg {
+  background-color: #60c6c8;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-white-bg {
+  background-color: #c5c1b4;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-black-intense-fg {
+  color: #282c36;
+}
+.jp-RenderedText pre .ansi-red-intense-fg {
+  color: #b22b31;
+}
+.jp-RenderedText pre .ansi-green-intense-fg {
+  color: #007427;
+}
+.jp-RenderedText pre .ansi-yellow-intense-fg {
+  color: #b27d12;
+}
+.jp-RenderedText pre .ansi-blue-intense-fg {
+  color: #0065ca;
+}
+.jp-RenderedText pre .ansi-magenta-intense-fg {
+  color: #a03196;
+}
+.jp-RenderedText pre .ansi-cyan-intense-fg {
+  color: #258f8f;
+}
+.jp-RenderedText pre .ansi-white-intense-fg {
+  color: #a1a6b2;
+}
+
+.jp-RenderedText pre .ansi-black-intense-bg {
+  background-color: #282c36;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-red-intense-bg {
+  background-color: #b22b31;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-green-intense-bg {
+  background-color: #007427;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-yellow-intense-bg {
+  background-color: #b27d12;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-blue-intense-bg {
+  background-color: #0065ca;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-magenta-intense-bg {
+  background-color: #a03196;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-cyan-intense-bg {
+  background-color: #258f8f;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-white-intense-bg {
+  background-color: #a1a6b2;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-default-inverse-fg {
+  color: var(--jp-ui-inverse-font-color0);
+}
+.jp-RenderedText pre .ansi-default-inverse-bg {
+  background-color: var(--jp-inverse-layout-color0);
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-bold {
+  font-weight: bold;
+}
+.jp-RenderedText pre .ansi-underline {
+  text-decoration: underline;
+}
+
+.jp-RenderedText[data-mime-type='application/vnd.jupyter.stderr'] {
+  background: var(--jp-rendermime-error-background);
+  padding-top: var(--jp-code-padding);
+}
+
+/*-----------------------------------------------------------------------------
+| RenderedLatex
+|----------------------------------------------------------------------------*/
+
+.jp-RenderedLatex {
+  color: var(--jp-content-font-color1);
+  font-size: var(--jp-content-font-size1);
+  line-height: var(--jp-content-line-height);
+}
+
+/* Left-justify outputs.*/
+.jp-OutputArea-output.jp-RenderedLatex {
+  padding: var(--jp-code-padding);
+  text-align: left;
+}
+
+/*-----------------------------------------------------------------------------
+| RenderedHTML
+|----------------------------------------------------------------------------*/
+
+.jp-RenderedHTMLCommon {
+  color: var(--jp-content-font-color1);
+  font-family: var(--jp-content-font-family);
+  font-size: var(--jp-content-font-size1);
+  line-height: var(--jp-content-line-height);
+  /* Give a bit more R padding on Markdown text to keep line lengths reasonable */
+  padding-right: 20px;
+}
+
+.jp-RenderedHTMLCommon em {
+  font-style: italic;
+}
+
+.jp-RenderedHTMLCommon strong {
+  font-weight: bold;
+}
+
+.jp-RenderedHTMLCommon u {
+  text-decoration: underline;
+}
+
+.jp-RenderedHTMLCommon a:link {
+  text-decoration: none;
+  color: var(--jp-content-link-color);
+}
+
+.jp-RenderedHTMLCommon a:hover {
+  text-decoration: underline;
+  color: var(--jp-content-link-color);
+}
+
+.jp-RenderedHTMLCommon a:visited {
+  text-decoration: none;
+  color: var(--jp-content-link-color);
+}
+
+/* Headings */
+
+.jp-RenderedHTMLCommon h1,
+.jp-RenderedHTMLCommon h2,
+.jp-RenderedHTMLCommon h3,
+.jp-RenderedHTMLCommon h4,
+.jp-RenderedHTMLCommon h5,
+.jp-RenderedHTMLCommon h6 {
+  line-height: var(--jp-content-heading-line-height);
+  font-weight: var(--jp-content-heading-font-weight);
+  font-style: normal;
+  margin: var(--jp-content-heading-margin-top) 0
+    var(--jp-content-heading-margin-bottom) 0;
+}
+
+.jp-RenderedHTMLCommon h1:first-child,
+.jp-RenderedHTMLCommon h2:first-child,
+.jp-RenderedHTMLCommon h3:first-child,
+.jp-RenderedHTMLCommon h4:first-child,
+.jp-RenderedHTMLCommon h5:first-child,
+.jp-RenderedHTMLCommon h6:first-child {
+  margin-top: calc(0.5 * var(--jp-content-heading-margin-top));
+}
+
+.jp-RenderedHTMLCommon h1:last-child,
+.jp-RenderedHTMLCommon h2:last-child,
+.jp-RenderedHTMLCommon h3:last-child,
+.jp-RenderedHTMLCommon h4:last-child,
+.jp-RenderedHTMLCommon h5:last-child,
+.jp-RenderedHTMLCommon h6:last-child {
+  margin-bottom: calc(0.5 * var(--jp-content-heading-margin-bottom));
+}
+
+.jp-RenderedHTMLCommon h1 {
+  font-size: var(--jp-content-font-size5);
+}
+
+.jp-RenderedHTMLCommon h2 {
+  font-size: var(--jp-content-font-size4);
+}
+
+.jp-RenderedHTMLCommon h3 {
+  font-size: var(--jp-content-font-size3);
+}
+
+.jp-RenderedHTMLCommon h4 {
+  font-size: var(--jp-content-font-size2);
+}
+
+.jp-RenderedHTMLCommon h5 {
+  font-size: var(--jp-content-font-size1);
+}
+
+.jp-RenderedHTMLCommon h6 {
+  font-size: var(--jp-content-font-size0);
+}
+
+/* Lists */
+
+.jp-RenderedHTMLCommon ul:not(.list-inline),
+.jp-RenderedHTMLCommon ol:not(.list-inline) {
+  padding-left: 2em;
+}
+
+.jp-RenderedHTMLCommon ul {
+  list-style: disc;
+}
+
+.jp-RenderedHTMLCommon ul ul {
+  list-style: square;
+}
+
+.jp-RenderedHTMLCommon ul ul ul {
+  list-style: circle;
+}
+
+.jp-RenderedHTMLCommon ol {
+  list-style: decimal;
+}
+
+.jp-RenderedHTMLCommon ol ol {
+  list-style: upper-alpha;
+}
+
+.jp-RenderedHTMLCommon ol ol ol {
+  list-style: lower-alpha;
+}
+
+.jp-RenderedHTMLCommon ol ol ol ol {
+  list-style: lower-roman;
+}
+
+.jp-RenderedHTMLCommon ol ol ol ol ol {
+  list-style: decimal;
+}
+
+.jp-RenderedHTMLCommon ol,
+.jp-RenderedHTMLCommon ul {
+  margin-bottom: 1em;
+}
+
+.jp-RenderedHTMLCommon ul ul,
+.jp-RenderedHTMLCommon ul ol,
+.jp-RenderedHTMLCommon ol ul,
+.jp-RenderedHTMLCommon ol ol {
+  margin-bottom: 0em;
+}
+
+.jp-RenderedHTMLCommon hr {
+  color: var(--jp-border-color2);
+  background-color: var(--jp-border-color1);
+  margin-top: 1em;
+  margin-bottom: 1em;
+}
+
+.jp-RenderedHTMLCommon > pre {
+  margin: 1.5em 2em;
+}
+
+.jp-RenderedHTMLCommon pre,
+.jp-RenderedHTMLCommon code {
+  border: 0;
+  background-color: var(--jp-layout-color0);
+  color: var(--jp-content-font-color1);
+  font-family: var(--jp-code-font-family);
+  font-size: inherit;
+  line-height: var(--jp-code-line-height);
+  padding: 0;
+  white-space: pre-wrap;
+}
+
+.jp-RenderedHTMLCommon :not(pre) > code {
+  background-color: var(--jp-layout-color2);
+  padding: 1px 5px;
+}
+
+/* Tables */
+
+.jp-RenderedHTMLCommon table {
+  border-collapse: collapse;
+  border-spacing: 0;
+  border: none;
+  color: var(--jp-ui-font-color1);
+  font-size: 12px;
+  table-layout: fixed;
+  margin-left: auto;
+  margin-right: auto;
+}
+
+.jp-RenderedHTMLCommon thead {
+  border-bottom: var(--jp-border-width) solid var(--jp-border-color1);
+  vertical-align: bottom;
+}
+
+.jp-RenderedHTMLCommon td,
+.jp-RenderedHTMLCommon th,
+.jp-RenderedHTMLCommon tr {
+  vertical-align: middle;
+  padding: 0.5em 0.5em;
+  line-height: normal;
+  white-space: normal;
+  max-width: none;
+  border: none;
+}
+
+.jp-RenderedMarkdown.jp-RenderedHTMLCommon td,
+.jp-RenderedMarkdown.jp-RenderedHTMLCommon th {
+  max-width: none;
+}
+
+:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon td,
+:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon th,
+:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon tr {
+  text-align: right;
+}
+
+.jp-RenderedHTMLCommon th {
+  font-weight: bold;
+}
+
+.jp-RenderedHTMLCommon tbody tr:nth-child(odd) {
+  background: var(--jp-layout-color0);
+}
+
+.jp-RenderedHTMLCommon tbody tr:nth-child(even) {
+  background: var(--jp-rendermime-table-row-background);
+}
+
+.jp-RenderedHTMLCommon tbody tr:hover {
+  background: var(--jp-rendermime-table-row-hover-background);
+}
+
+.jp-RenderedHTMLCommon table {
+  margin-bottom: 1em;
+}
+
+.jp-RenderedHTMLCommon p {
+  text-align: left;
+  margin: 0px;
+}
+
+.jp-RenderedHTMLCommon p {
+  margin-bottom: 1em;
+}
+
+.jp-RenderedHTMLCommon img {
+  -moz-force-broken-image-icon: 1;
+}
+
+/* Restrict to direct children as other images could be nested in other content. */
+.jp-RenderedHTMLCommon > img {
+  display: block;
+  margin-left: 0;
+  margin-right: 0;
+  margin-bottom: 1em;
+}
+
+/* Change color behind transparent images if they need it... */
+[data-jp-theme-light='false'] .jp-RenderedImage img.jp-needs-light-background {
+  background-color: var(--jp-inverse-layout-color1);
+}
+[data-jp-theme-light='true'] .jp-RenderedImage img.jp-needs-dark-background {
+  background-color: var(--jp-inverse-layout-color1);
+}
+/* ...or leave it untouched if they don't */
+[data-jp-theme-light='false'] .jp-RenderedImage img.jp-needs-dark-background {
+}
+[data-jp-theme-light='true'] .jp-RenderedImage img.jp-needs-light-background {
+}
+
+.jp-RenderedHTMLCommon img,
+.jp-RenderedImage img,
+.jp-RenderedHTMLCommon svg,
+.jp-RenderedSVG svg {
+  max-width: 100%;
+  height: auto;
+}
+
+.jp-RenderedHTMLCommon img.jp-mod-unconfined,
+.jp-RenderedImage img.jp-mod-unconfined,
+.jp-RenderedHTMLCommon svg.jp-mod-unconfined,
+.jp-RenderedSVG svg.jp-mod-unconfined {
+  max-width: none;
+}
+
+.jp-RenderedHTMLCommon .alert {
+  padding: var(--jp-notebook-padding);
+  border: var(--jp-border-width) solid transparent;
+  border-radius: var(--jp-border-radius);
+  margin-bottom: 1em;
+}
+
+.jp-RenderedHTMLCommon .alert-info {
+  color: var(--jp-info-color0);
+  background-color: var(--jp-info-color3);
+  border-color: var(--jp-info-color2);
+}
+.jp-RenderedHTMLCommon .alert-info hr {
+  border-color: var(--jp-info-color3);
+}
+.jp-RenderedHTMLCommon .alert-info > p:last-child,
+.jp-RenderedHTMLCommon .alert-info > ul:last-child {
+  margin-bottom: 0;
+}
+
+.jp-RenderedHTMLCommon .alert-warning {
+  color: var(--jp-warn-color0);
+  background-color: var(--jp-warn-color3);
+  border-color: var(--jp-warn-color2);
+}
+.jp-RenderedHTMLCommon .alert-warning hr {
+  border-color: var(--jp-warn-color3);
+}
+.jp-RenderedHTMLCommon .alert-warning > p:last-child,
+.jp-RenderedHTMLCommon .alert-warning > ul:last-child {
+  margin-bottom: 0;
+}
+
+.jp-RenderedHTMLCommon .alert-success {
+  color: var(--jp-success-color0);
+  background-color: var(--jp-success-color3);
+  border-color: var(--jp-success-color2);
+}
+.jp-RenderedHTMLCommon .alert-success hr {
+  border-color: var(--jp-success-color3);
+}
+.jp-RenderedHTMLCommon .alert-success > p:last-child,
+.jp-RenderedHTMLCommon .alert-success > ul:last-child {
+  margin-bottom: 0;
+}
+
+.jp-RenderedHTMLCommon .alert-danger {
+  color: var(--jp-error-color0);
+  background-color: var(--jp-error-color3);
+  border-color: var(--jp-error-color2);
+}
+.jp-RenderedHTMLCommon .alert-danger hr {
+  border-color: var(--jp-error-color3);
+}
+.jp-RenderedHTMLCommon .alert-danger > p:last-child,
+.jp-RenderedHTMLCommon .alert-danger > ul:last-child {
+  margin-bottom: 0;
+}
+
+.jp-RenderedHTMLCommon blockquote {
+  margin: 1em 2em;
+  padding: 0 1em;
+  border-left: 5px solid var(--jp-border-color2);
+}
+
+a.jp-InternalAnchorLink {
+  visibility: hidden;
+  margin-left: 8px;
+  color: var(--md-blue-800);
+}
+
+h1:hover .jp-InternalAnchorLink,
+h2:hover .jp-InternalAnchorLink,
+h3:hover .jp-InternalAnchorLink,
+h4:hover .jp-InternalAnchorLink,
+h5:hover .jp-InternalAnchorLink,
+h6:hover .jp-InternalAnchorLink {
+  visibility: visible;
+}
+
+.jp-RenderedHTMLCommon kbd {
+  background-color: var(--jp-rendermime-table-row-background);
+  border: 1px solid var(--jp-border-color0);
+  border-bottom-color: var(--jp-border-color2);
+  border-radius: 3px;
+  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);
+  display: inline-block;
+  font-size: 0.8em;
+  line-height: 1em;
+  padding: 0.2em 0.5em;
+}
+
+/* Most direct children of .jp-RenderedHTMLCommon have a margin-bottom of 1.0.
+ * At the bottom of cells this is a bit too much as there is also spacing
+ * between cells. Going all the way to 0 gets too tight between markdown and
+ * code cells.
+ */
+.jp-RenderedHTMLCommon > *:last-child {
+  margin-bottom: 0.5em;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-MimeDocument {
+  outline: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Variables
+|----------------------------------------------------------------------------*/
+
+:root {
+  --jp-private-filebrowser-button-height: 28px;
+  --jp-private-filebrowser-button-width: 48px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-FileBrowser {
+  display: flex;
+  flex-direction: column;
+  color: var(--jp-ui-font-color1);
+  background: var(--jp-layout-color1);
+  /* This is needed so that all font sizing of children done in ems is
+   * relative to this base size */
+  font-size: var(--jp-ui-font-size1);
+}
+
+.jp-FileBrowser-toolbar.jp-Toolbar {
+  border-bottom: none;
+  height: auto;
+  margin: var(--jp-toolbar-header-margin);
+  box-shadow: none;
+}
+
+.jp-BreadCrumbs {
+  flex: 0 0 auto;
+  margin: 8px 12px 8px 12px;
+}
+
+.jp-BreadCrumbs-item {
+  margin: 0px 2px;
+  padding: 0px 2px;
+  border-radius: var(--jp-border-radius);
+  cursor: pointer;
+}
+
+.jp-BreadCrumbs-item:hover {
+  background-color: var(--jp-layout-color2);
+}
+
+.jp-BreadCrumbs-item:first-child {
+  margin-left: 0px;
+}
+
+.jp-BreadCrumbs-item.jp-mod-dropTarget {
+  background-color: var(--jp-brand-color2);
+  opacity: 0.7;
+}
+
+/*-----------------------------------------------------------------------------
+| Buttons
+|----------------------------------------------------------------------------*/
+
+.jp-FileBrowser-toolbar.jp-Toolbar {
+  padding: 0px;
+  margin: 8px 12px 0px 12px;
+}
+
+.jp-FileBrowser-toolbar.jp-Toolbar {
+  justify-content: flex-start;
+}
+
+.jp-FileBrowser-toolbar.jp-Toolbar .jp-Toolbar-item {
+  flex: 0 0 auto;
+  padding-left: 0px;
+  padding-right: 2px;
+}
+
+.jp-FileBrowser-toolbar.jp-Toolbar .jp-ToolbarButtonComponent {
+  width: 40px;
+}
+
+.jp-FileBrowser-toolbar.jp-Toolbar
+  .jp-Toolbar-item:first-child
+  .jp-ToolbarButtonComponent {
+  width: 72px;
+  background: var(--jp-brand-color1);
+}
+
+.jp-FileBrowser-toolbar.jp-Toolbar
+  .jp-Toolbar-item:first-child
+  .jp-ToolbarButtonComponent:focus-visible {
+  background-color: var(--jp-brand-color0);
+}
+
+.jp-FileBrowser-toolbar.jp-Toolbar
+  .jp-Toolbar-item:first-child
+  .jp-ToolbarButtonComponent
+  .jp-icon3 {
+  fill: white;
+}
+
+/*-----------------------------------------------------------------------------
+| Other styles
+|----------------------------------------------------------------------------*/
+
+.jp-FileDialog.jp-mod-conflict input {
+  color: var(--jp-error-color1);
+}
+
+.jp-FileDialog .jp-new-name-title {
+  margin-top: 12px;
+}
+
+.jp-LastModified-hidden {
+  display: none;
+}
+
+.jp-FileBrowser-filterBox {
+  padding: 0px;
+  flex: 0 0 auto;
+  margin: 8px 12px 0px 12px;
+}
+
+/*-----------------------------------------------------------------------------
+| DirListing
+|----------------------------------------------------------------------------*/
+
+.jp-DirListing {
+  flex: 1 1 auto;
+  display: flex;
+  flex-direction: column;
+  outline: 0;
+}
+
+.jp-DirListing:focus-visible {
+  border: 1px solid var(--jp-brand-color1);
+}
+
+.jp-DirListing-header {
+  flex: 0 0 auto;
+  display: flex;
+  flex-direction: row;
+  overflow: hidden;
+  border-top: var(--jp-border-width) solid var(--jp-border-color2);
+  border-bottom: var(--jp-border-width) solid var(--jp-border-color1);
+  box-shadow: var(--jp-toolbar-box-shadow);
+  z-index: 2;
+}
+
+.jp-DirListing-headerItem {
+  padding: 4px 12px 2px 12px;
+  font-weight: 500;
+}
+
+.jp-DirListing-headerItem:hover {
+  background: var(--jp-layout-color2);
+}
+
+.jp-DirListing-headerItem.jp-id-name {
+  flex: 1 0 84px;
+}
+
+.jp-DirListing-headerItem.jp-id-modified {
+  flex: 0 0 112px;
+  border-left: var(--jp-border-width) solid var(--jp-border-color2);
+  text-align: right;
+}
+
+.jp-id-narrow {
+  display: none;
+  flex: 0 0 5px;
+  padding: 4px 4px;
+  border-left: var(--jp-border-width) solid var(--jp-border-color2);
+  text-align: right;
+  color: var(--jp-border-color2);
+}
+
+.jp-DirListing-narrow .jp-id-narrow {
+  display: block;
+}
+
+.jp-DirListing-narrow .jp-id-modified,
+.jp-DirListing-narrow .jp-DirListing-itemModified {
+  display: none;
+}
+
+.jp-DirListing-headerItem.jp-mod-selected {
+  font-weight: 600;
+}
+
+/* increase specificity to override bundled default */
+.jp-DirListing-content {
+  flex: 1 1 auto;
+  margin: 0;
+  padding: 0;
+  list-style-type: none;
+  overflow: auto;
+  background-color: var(--jp-layout-color1);
+}
+
+.jp-DirListing-content mark {
+  color: var(--jp-ui-font-color0);
+  background-color: transparent;
+  font-weight: bold;
+}
+
+.jp-DirListing-content .jp-DirListing-item.jp-mod-selected mark {
+  color: var(--jp-ui-inverse-font-color0);
+}
+
+/* Style the directory listing content when a user drops a file to upload */
+.jp-DirListing.jp-mod-native-drop .jp-DirListing-content {
+  outline: 5px dashed rgba(128, 128, 128, 0.5);
+  outline-offset: -10px;
+  cursor: copy;
+}
+
+.jp-DirListing-item {
+  display: flex;
+  flex-direction: row;
+  padding: 4px 12px;
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+.jp-DirListing-item[data-is-dot] {
+  opacity: 75%;
+}
+
+.jp-DirListing-item.jp-mod-selected {
+  color: var(--jp-ui-inverse-font-color1);
+  background: var(--jp-brand-color1);
+}
+
+.jp-DirListing-item.jp-mod-dropTarget {
+  background: var(--jp-brand-color3);
+}
+
+.jp-DirListing-item:hover:not(.jp-mod-selected) {
+  background: var(--jp-layout-color2);
+}
+
+.jp-DirListing-itemIcon {
+  flex: 0 0 20px;
+  margin-right: 4px;
+}
+
+.jp-DirListing-itemText {
+  flex: 1 0 64px;
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  user-select: none;
+}
+
+.jp-DirListing-itemModified {
+  flex: 0 0 125px;
+  text-align: right;
+}
+
+.jp-DirListing-editor {
+  flex: 1 0 64px;
+  outline: none;
+  border: none;
+}
+
+.jp-DirListing-item.jp-mod-running .jp-DirListing-itemIcon:before {
+  color: var(--jp-success-color1);
+  content: '\25CF';
+  font-size: 8px;
+  position: absolute;
+  left: -8px;
+}
+
+.jp-DirListing-item.jp-mod-running.jp-mod-selected
+  .jp-DirListing-itemIcon:before {
+  color: var(--jp-ui-inverse-font-color1);
+}
+
+.jp-DirListing-item.lm-mod-drag-image,
+.jp-DirListing-item.jp-mod-selected.lm-mod-drag-image {
+  font-size: var(--jp-ui-font-size1);
+  padding-left: 4px;
+  margin-left: 4px;
+  width: 160px;
+  background-color: var(--jp-ui-inverse-font-color2);
+  box-shadow: var(--jp-elevation-z2);
+  border-radius: 0px;
+  color: var(--jp-ui-font-color1);
+  transform: translateX(-40%) translateY(-58%);
+}
+
+.jp-DirListing-deadSpace {
+  flex: 1 1 auto;
+  margin: 0;
+  padding: 0;
+  list-style-type: none;
+  overflow: auto;
+  background-color: var(--jp-layout-color1);
+}
+
+.jp-Document {
+  min-width: 120px;
+  min-height: 120px;
+  outline: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Private CSS variables
+|----------------------------------------------------------------------------*/
+
+:root {
+}
+
+/*-----------------------------------------------------------------------------
+| Main OutputArea
+| OutputArea has a list of Outputs
+|----------------------------------------------------------------------------*/
+
+.jp-OutputArea {
+  overflow-y: auto;
+}
+
+.jp-OutputArea-child {
+  display: flex;
+  flex-direction: row;
+}
+
+body[data-format='mobile'] .jp-OutputArea-child {
+  flex-direction: column;
+}
+
+.jp-OutputPrompt {
+  flex: 0 0 var(--jp-cell-prompt-width);
+  color: var(--jp-cell-outprompt-font-color);
+  font-family: var(--jp-cell-prompt-font-family);
+  padding: var(--jp-code-padding);
+  letter-spacing: var(--jp-cell-prompt-letter-spacing);
+  line-height: var(--jp-code-line-height);
+  font-size: var(--jp-code-font-size);
+  border: var(--jp-border-width) solid transparent;
+  opacity: var(--jp-cell-prompt-opacity);
+  /* Right align prompt text, don't wrap to handle large prompt numbers */
+  text-align: right;
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  /* Disable text selection */
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+body[data-format='mobile'] .jp-OutputPrompt {
+  flex: 0 0 auto;
+  text-align: left;
+}
+
+.jp-OutputArea-output {
+  height: auto;
+  overflow: auto;
+  user-select: text;
+  -moz-user-select: text;
+  -webkit-user-select: text;
+  -ms-user-select: text;
+}
+
+.jp-OutputArea-child .jp-OutputArea-output {
+  flex-grow: 1;
+  flex-shrink: 1;
+}
+
+body[data-format='mobile'] .jp-OutputArea-child .jp-OutputArea-output {
+  margin-left: var(--jp-notebook-padding);
+}
+
+/**
+ * Isolated output.
+ */
+.jp-OutputArea-output.jp-mod-isolated {
+  width: 100%;
+  display: block;
+}
+
+/*
+When drag events occur, `p-mod-override-cursor` is added to the body.
+Because iframes steal all cursor events, the following two rules are necessary
+to suppress pointer events while resize drags are occurring. There may be a
+better solution to this problem.
+*/
+body.lm-mod-override-cursor .jp-OutputArea-output.jp-mod-isolated {
+  position: relative;
+}
+
+body.lm-mod-override-cursor .jp-OutputArea-output.jp-mod-isolated:before {
+  content: '';
+  position: absolute;
+  top: 0;
+  left: 0;
+  right: 0;
+  bottom: 0;
+  background: transparent;
+}
+
+/* pre */
+
+.jp-OutputArea-output pre {
+  border: none;
+  margin: 0px;
+  padding: 0px;
+  overflow-x: auto;
+  overflow-y: auto;
+  word-break: break-all;
+  word-wrap: break-word;
+  white-space: pre-wrap;
+}
+
+/* tables */
+
+.jp-OutputArea-output.jp-RenderedHTMLCommon table {
+  margin-left: 0;
+  margin-right: 0;
+}
+
+/* description lists */
+
+.jp-OutputArea-output dl,
+.jp-OutputArea-output dt,
+.jp-OutputArea-output dd {
+  display: block;
+}
+
+.jp-OutputArea-output dl {
+  width: 100%;
+  overflow: hidden;
+  padding: 0;
+  margin: 0;
+}
+
+.jp-OutputArea-output dt {
+  font-weight: bold;
+  float: left;
+  width: 20%;
+  padding: 0;
+  margin: 0;
+}
+
+.jp-OutputArea-output dd {
+  float: left;
+  width: 80%;
+  padding: 0;
+  margin: 0;
+}
+
+/* Hide the gutter in case of
+ *  - nested output areas (e.g. in the case of output widgets)
+ *  - mirrored output areas
+ */
+.jp-OutputArea .jp-OutputArea .jp-OutputArea-prompt {
+  display: none;
+}
+
+/*-----------------------------------------------------------------------------
+| executeResult is added to any Output-result for the display of the object
+| returned by a cell
+|----------------------------------------------------------------------------*/
+
+.jp-OutputArea-output.jp-OutputArea-executeResult {
+  margin-left: 0px;
+  flex: 1 1 auto;
+}
+
+/* Text output with the Out[] prompt needs a top padding to match the
+ * alignment of the Out[] prompt itself.
+ */
+.jp-OutputArea-executeResult .jp-RenderedText.jp-OutputArea-output {
+  padding-top: var(--jp-code-padding);
+  border-top: var(--jp-border-width) solid transparent;
+}
+
+/*-----------------------------------------------------------------------------
+| The Stdin output
+|----------------------------------------------------------------------------*/
+
+.jp-OutputArea-stdin {
+  line-height: var(--jp-code-line-height);
+  padding-top: var(--jp-code-padding);
+  display: flex;
+}
+
+.jp-Stdin-prompt {
+  color: var(--jp-content-font-color0);
+  padding-right: var(--jp-code-padding);
+  vertical-align: baseline;
+  flex: 0 0 auto;
+}
+
+.jp-Stdin-input {
+  font-family: var(--jp-code-font-family);
+  font-size: inherit;
+  color: inherit;
+  background-color: inherit;
+  width: 42%;
+  min-width: 200px;
+  /* 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;
+  flex: 0 0 70%;
+}
+
+.jp-Stdin-input:focus {
+  box-shadow: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Output Area View
+|----------------------------------------------------------------------------*/
+
+.jp-LinkedOutputView .jp-OutputArea {
+  height: 100%;
+  display: block;
+}
+
+.jp-LinkedOutputView .jp-OutputArea-output:only-child {
+  height: 100%;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-Collapser {
+  flex: 0 0 var(--jp-cell-collapser-width);
+  padding: 0px;
+  margin: 0px;
+  border: none;
+  outline: none;
+  background: transparent;
+  border-radius: var(--jp-border-radius);
+  opacity: 1;
+}
+
+.jp-Collapser-child {
+  display: block;
+  width: 100%;
+  box-sizing: border-box;
+  /* height: 100% doesn't work because the height of its parent is computed from content */
+  position: absolute;
+  top: 0px;
+  bottom: 0px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Header/Footer
+|----------------------------------------------------------------------------*/
+
+/* Hidden by zero height by default */
+.jp-CellHeader,
+.jp-CellFooter {
+  height: 0px;
+  width: 100%;
+  padding: 0px;
+  margin: 0px;
+  border: none;
+  outline: none;
+  background: transparent;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Input
+|----------------------------------------------------------------------------*/
+
+/* All input areas */
+.jp-InputArea {
+  display: flex;
+  flex-direction: row;
+  overflow: hidden;
+}
+
+body[data-format='mobile'] .jp-InputArea {
+  flex-direction: column;
+}
+
+.jp-InputArea-editor {
+  flex: 1 1 auto;
+  overflow: hidden;
+}
+
+.jp-InputArea-editor {
+  /* This is the non-active, default styling */
+  border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
+  border-radius: 0px;
+  background: var(--jp-cell-editor-background);
+}
+
+body[data-format='mobile'] .jp-InputArea-editor {
+  margin-left: var(--jp-notebook-padding);
+}
+
+.jp-InputPrompt {
+  flex: 0 0 var(--jp-cell-prompt-width);
+  color: var(--jp-cell-inprompt-font-color);
+  font-family: var(--jp-cell-prompt-font-family);
+  padding: var(--jp-code-padding);
+  letter-spacing: var(--jp-cell-prompt-letter-spacing);
+  opacity: var(--jp-cell-prompt-opacity);
+  line-height: var(--jp-code-line-height);
+  font-size: var(--jp-code-font-size);
+  border: var(--jp-border-width) solid transparent;
+  opacity: var(--jp-cell-prompt-opacity);
+  /* Right align prompt text, don't wrap to handle large prompt numbers */
+  text-align: right;
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  /* Disable text selection */
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+body[data-format='mobile'] .jp-InputPrompt {
+  flex: 0 0 auto;
+  text-align: left;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Placeholder
+|----------------------------------------------------------------------------*/
+
+.jp-Placeholder {
+  display: flex;
+  flex-direction: row;
+  flex: 1 1 auto;
+}
+
+.jp-Placeholder-prompt {
+  box-sizing: border-box;
+}
+
+.jp-Placeholder-content {
+  flex: 1 1 auto;
+  border: none;
+  background: transparent;
+  height: 20px;
+  box-sizing: border-box;
+}
+
+.jp-Placeholder-content .jp-MoreHorizIcon {
+  width: 32px;
+  height: 16px;
+  border: 1px solid transparent;
+  border-radius: var(--jp-border-radius);
+}
+
+.jp-Placeholder-content .jp-MoreHorizIcon:hover {
+  border: 1px solid var(--jp-border-color1);
+  box-shadow: 0px 0px 2px 0px rgba(0, 0, 0, 0.25);
+  background-color: var(--jp-layout-color0);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Private CSS variables
+|----------------------------------------------------------------------------*/
+
+:root {
+  --jp-private-cell-scrolling-output-offset: 5px;
+}
+
+/*-----------------------------------------------------------------------------
+| Cell
+|----------------------------------------------------------------------------*/
+
+.jp-Cell {
+  padding: var(--jp-cell-padding);
+  margin: 0px;
+  border: none;
+  outline: none;
+  background: transparent;
+}
+
+/*-----------------------------------------------------------------------------
+| Common input/output
+|----------------------------------------------------------------------------*/
+
+.jp-Cell-inputWrapper,
+.jp-Cell-outputWrapper {
+  display: flex;
+  flex-direction: row;
+  padding: 0px;
+  margin: 0px;
+  /* Added to reveal the box-shadow on the input and output collapsers. */
+  overflow: visible;
+}
+
+/* Only input/output areas inside cells */
+.jp-Cell-inputArea,
+.jp-Cell-outputArea {
+  flex: 1 1 auto;
+}
+
+/*-----------------------------------------------------------------------------
+| Collapser
+|----------------------------------------------------------------------------*/
+
+/* Make the output collapser disappear when there is not output, but do so
+ * in a manner that leaves it in the layout and preserves its width.
+ */
+.jp-Cell.jp-mod-noOutputs .jp-Cell-outputCollapser {
+  border: none !important;
+  background: transparent !important;
+}
+
+.jp-Cell:not(.jp-mod-noOutputs) .jp-Cell-outputCollapser {
+  min-height: var(--jp-cell-collapser-min-height);
+}
+
+/*-----------------------------------------------------------------------------
+| Output
+|----------------------------------------------------------------------------*/
+
+/* Put a space between input and output when there IS output */
+.jp-Cell:not(.jp-mod-noOutputs) .jp-Cell-outputWrapper {
+  margin-top: 5px;
+}
+
+.jp-CodeCell.jp-mod-outputsScrolled .jp-Cell-outputArea {
+  overflow-y: auto;
+  max-height: 200px;
+  box-shadow: inset 0 0 6px 2px rgba(0, 0, 0, 0.3);
+  margin-left: var(--jp-private-cell-scrolling-output-offset);
+}
+
+.jp-CodeCell.jp-mod-outputsScrolled .jp-OutputArea-prompt {
+  flex: 0 0
+    calc(
+      var(--jp-cell-prompt-width) -
+        var(--jp-private-cell-scrolling-output-offset)
+    );
+}
+
+/*-----------------------------------------------------------------------------
+| CodeCell
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| MarkdownCell
+|----------------------------------------------------------------------------*/
+
+.jp-MarkdownOutput {
+  flex: 1 1 auto;
+  margin-top: 0;
+  margin-bottom: 0;
+  padding-left: var(--jp-code-padding);
+}
+
+.jp-MarkdownOutput.jp-RenderedHTMLCommon {
+  overflow: auto;
+}
+
+.jp-showHiddenCellsButton {
+  margin-left: calc(var(--jp-cell-prompt-width) + 2 * var(--jp-code-padding));
+  margin-top: var(--jp-code-padding);
+  border: 1px solid var(--jp-border-color2);
+  background-color: var(--jp-border-color3) !important;
+  color: var(--jp-content-font-color0) !important;
+}
+
+.jp-showHiddenCellsButton:hover {
+  background-color: var(--jp-border-color2) !important;
+}
+
+.jp-collapseHeadingButton {
+  display: none;
+}
+
+.jp-MarkdownCell:hover .jp-collapseHeadingButton {
+  display: flex;
+  min-height: var(--jp-cell-collapser-min-height);
+  position: absolute;
+  right: 0;
+  top: 0;
+  bottom: 0;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Variables
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+
+/*-----------------------------------------------------------------------------
+| Styles
+|----------------------------------------------------------------------------*/
+
+.jp-NotebookPanel-toolbar {
+  padding: 2px;
+}
+
+.jp-Toolbar-item.jp-Notebook-toolbarCellType .jp-select-wrapper.jp-mod-focused {
+  border: none;
+  box-shadow: none;
+}
+
+.jp-Notebook-toolbarCellTypeDropdown select {
+  height: 24px;
+  font-size: var(--jp-ui-font-size1);
+  line-height: 14px;
+  border-radius: 0;
+  display: block;
+}
+
+.jp-Notebook-toolbarCellTypeDropdown span {
+  top: 5px !important;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Private CSS variables
+|----------------------------------------------------------------------------*/
+
+:root {
+  --jp-private-notebook-dragImage-width: 304px;
+  --jp-private-notebook-dragImage-height: 36px;
+  --jp-private-notebook-selected-color: var(--md-blue-400);
+  --jp-private-notebook-active-color: var(--md-green-400);
+}
+
+/*-----------------------------------------------------------------------------
+| Imports
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Notebook
+|----------------------------------------------------------------------------*/
+
+.jp-NotebookPanel {
+  display: block;
+  height: 100%;
+}
+
+.jp-NotebookPanel.jp-Document {
+  min-width: 240px;
+  min-height: 120px;
+}
+
+.jp-Notebook {
+  padding: var(--jp-notebook-padding);
+  outline: none;
+  overflow: auto;
+  background: var(--jp-layout-color0);
+}
+
+.jp-Notebook.jp-mod-scrollPastEnd::after {
+  display: block;
+  content: '';
+  min-height: var(--jp-notebook-scroll-padding);
+}
+
+.jp-MainAreaWidget-ContainStrict .jp-Notebook * {
+  contain: strict;
+}
+
+.jp-Notebook-render * {
+  contain: none !important;
+}
+
+.jp-Notebook .jp-Cell {
+  overflow: visible;
+}
+
+.jp-Notebook .jp-Cell .jp-InputPrompt {
+  cursor: move;
+  float: left;
+}
+
+/*-----------------------------------------------------------------------------
+| Notebook state related styling
+|
+| The notebook and cells each have states, here are the possibilities:
+|
+| - Notebook
+|   - Command
+|   - Edit
+| - Cell
+|   - None
+|   - Active (only one can be active)
+|   - Selected (the cells actions are applied to)
+|   - Multiselected (when multiple selected, the cursor)
+|   - No outputs
+|----------------------------------------------------------------------------*/
+
+/* Command or edit modes */
+
+.jp-Notebook .jp-Cell:not(.jp-mod-active) .jp-InputPrompt {
+  opacity: var(--jp-cell-prompt-not-active-opacity);
+  color: var(--jp-cell-prompt-not-active-font-color);
+}
+
+.jp-Notebook .jp-Cell:not(.jp-mod-active) .jp-OutputPrompt {
+  opacity: var(--jp-cell-prompt-not-active-opacity);
+  color: var(--jp-cell-prompt-not-active-font-color);
+}
+
+/* cell is active */
+.jp-Notebook .jp-Cell.jp-mod-active .jp-Collapser {
+  background: var(--jp-brand-color1);
+}
+
+/* cell is dirty */
+.jp-Notebook .jp-Cell.jp-mod-dirty .jp-InputPrompt {
+  color: var(--jp-warn-color1);
+}
+.jp-Notebook .jp-Cell.jp-mod-dirty .jp-InputPrompt:before {
+  color: var(--jp-warn-color1);
+  content: '•';
+}
+
+.jp-Notebook .jp-Cell.jp-mod-active.jp-mod-dirty .jp-Collapser {
+  background: var(--jp-warn-color1);
+}
+
+/* collapser is hovered */
+.jp-Notebook .jp-Cell .jp-Collapser:hover {
+  box-shadow: var(--jp-elevation-z2);
+  background: var(--jp-brand-color1);
+  opacity: var(--jp-cell-collapser-not-active-hover-opacity);
+}
+
+/* cell is active and collapser is hovered */
+.jp-Notebook .jp-Cell.jp-mod-active .jp-Collapser:hover {
+  background: var(--jp-brand-color0);
+  opacity: 1;
+}
+
+/* Command mode */
+
+.jp-Notebook.jp-mod-commandMode .jp-Cell.jp-mod-selected {
+  background: var(--jp-notebook-multiselected-color);
+}
+
+.jp-Notebook.jp-mod-commandMode
+  .jp-Cell.jp-mod-active.jp-mod-selected:not(.jp-mod-multiSelected) {
+  background: transparent;
+}
+
+/* Edit mode */
+
+.jp-Notebook.jp-mod-editMode .jp-Cell.jp-mod-active .jp-InputArea-editor {
+  border: var(--jp-border-width) solid var(--jp-cell-editor-active-border-color);
+  box-shadow: var(--jp-input-box-shadow);
+  background-color: var(--jp-cell-editor-active-background);
+}
+
+/*-----------------------------------------------------------------------------
+| Notebook drag and drop
+|----------------------------------------------------------------------------*/
+
+.jp-Notebook-cell.jp-mod-dropSource {
+  opacity: 0.5;
+}
+
+.jp-Notebook-cell.jp-mod-dropTarget,
+.jp-Notebook.jp-mod-commandMode
+  .jp-Notebook-cell.jp-mod-active.jp-mod-selected.jp-mod-dropTarget {
+  border-top-color: var(--jp-private-notebook-selected-color);
+  border-top-style: solid;
+  border-top-width: 2px;
+}
+
+.jp-dragImage {
+  display: block;
+  flex-direction: row;
+  width: var(--jp-private-notebook-dragImage-width);
+  height: var(--jp-private-notebook-dragImage-height);
+  border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
+  background: var(--jp-cell-editor-background);
+  overflow: visible;
+}
+
+.jp-dragImage-singlePrompt {
+  box-shadow: 2px 2px 4px 0px rgba(0, 0, 0, 0.12);
+}
+
+.jp-dragImage .jp-dragImage-content {
+  flex: 1 1 auto;
+  z-index: 2;
+  font-size: var(--jp-code-font-size);
+  font-family: var(--jp-code-font-family);
+  line-height: var(--jp-code-line-height);
+  padding: var(--jp-code-padding);
+  border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
+  background: var(--jp-cell-editor-background-color);
+  color: var(--jp-content-font-color3);
+  text-align: left;
+  margin: 4px 4px 4px 0px;
+}
+
+.jp-dragImage .jp-dragImage-prompt {
+  flex: 0 0 auto;
+  min-width: 36px;
+  color: var(--jp-cell-inprompt-font-color);
+  padding: var(--jp-code-padding);
+  padding-left: 12px;
+  font-family: var(--jp-cell-prompt-font-family);
+  letter-spacing: var(--jp-cell-prompt-letter-spacing);
+  line-height: 1.9;
+  font-size: var(--jp-code-font-size);
+  border: var(--jp-border-width) solid transparent;
+}
+
+.jp-dragImage-multipleBack {
+  z-index: -1;
+  position: absolute;
+  height: 32px;
+  width: 300px;
+  top: 8px;
+  left: 8px;
+  background: var(--jp-layout-color2);
+  border: var(--jp-border-width) solid var(--jp-input-border-color);
+  box-shadow: 2px 2px 4px 0px rgba(0, 0, 0, 0.12);
+}
+
+/*-----------------------------------------------------------------------------
+| Cell toolbar
+|----------------------------------------------------------------------------*/
+
+.jp-NotebookTools {
+  display: block;
+  min-width: var(--jp-sidebar-min-width);
+  color: var(--jp-ui-font-color1);
+  background: var(--jp-layout-color1);
+  /* This is needed so that all font sizing of children done in ems is
+    * relative to this base size */
+  font-size: var(--jp-ui-font-size1);
+  overflow: auto;
+}
+
+.jp-NotebookTools-tool {
+  padding: 0px 12px 0 12px;
+}
+
+.jp-ActiveCellTool {
+  padding: 12px;
+  background-color: var(--jp-layout-color1);
+  border-top: none !important;
+}
+
+.jp-ActiveCellTool .jp-InputArea-prompt {
+  flex: 0 0 auto;
+  padding-left: 0px;
+}
+
+.jp-ActiveCellTool .jp-InputArea-editor {
+  flex: 1 1 auto;
+  background: var(--jp-cell-editor-background);
+  border-color: var(--jp-cell-editor-border-color);
+}
+
+.jp-ActiveCellTool .jp-InputArea-editor .CodeMirror {
+  background: transparent;
+}
+
+.jp-MetadataEditorTool {
+  flex-direction: column;
+  padding: 12px 0px 12px 0px;
+}
+
+.jp-RankedPanel > :not(:first-child) {
+  margin-top: 12px;
+}
+
+.jp-KeySelector select.jp-mod-styled {
+  font-size: var(--jp-ui-font-size1);
+  color: var(--jp-ui-font-color0);
+  border: var(--jp-border-width) solid var(--jp-border-color1);
+}
+
+.jp-KeySelector label,
+.jp-MetadataEditorTool label {
+  line-height: 1.4;
+}
+
+.jp-NotebookTools .jp-select-wrapper {
+  margin-top: 4px;
+  margin-bottom: 0px;
+}
+
+.jp-NotebookTools .jp-Collapse {
+  margin-top: 16px;
+}
+
+/*-----------------------------------------------------------------------------
+| Presentation Mode (.jp-mod-presentationMode)
+|----------------------------------------------------------------------------*/
+
+.jp-mod-presentationMode .jp-Notebook {
+  --jp-content-font-size1: var(--jp-content-presentation-font-size1);
+  --jp-code-font-size: var(--jp-code-presentation-font-size);
+}
+
+.jp-mod-presentationMode .jp-Notebook .jp-Cell .jp-InputPrompt,
+.jp-mod-presentationMode .jp-Notebook .jp-Cell .jp-OutputPrompt {
+  flex: 0 0 110px;
+}
+
+/*-----------------------------------------------------------------------------
+| Placeholder
+|----------------------------------------------------------------------------*/
+
+.jp-Cell-Placeholder {
+  padding-left: 55px;
+}
+
+.jp-Cell-Placeholder-wrapper {
+  background: #fff;
+  border: 1px solid;
+  border-color: #e5e6e9 #dfe0e4 #d0d1d5;
+  border-radius: 4px;
+  -webkit-border-radius: 4px;
+  margin: 10px 15px;
+}
+
+.jp-Cell-Placeholder-wrapper-inner {
+  padding: 15px;
+  position: relative;
+}
+
+.jp-Cell-Placeholder-wrapper-body {
+  background-repeat: repeat;
+  background-size: 50% auto;
+}
+
+.jp-Cell-Placeholder-wrapper-body div {
+  background: #f6f7f8;
+  background-image: -webkit-linear-gradient(
+    left,
+    #f6f7f8 0%,
+    #edeef1 20%,
+    #f6f7f8 40%,
+    #f6f7f8 100%
+  );
+  background-repeat: no-repeat;
+  background-size: 800px 104px;
+  height: 104px;
+  position: relative;
+}
+
+.jp-Cell-Placeholder-wrapper-body div {
+  position: absolute;
+  right: 15px;
+  left: 15px;
+  top: 15px;
+}
+
+div.jp-Cell-Placeholder-h1 {
+  top: 20px;
+  height: 20px;
+  left: 15px;
+  width: 150px;
+}
+
+div.jp-Cell-Placeholder-h2 {
+  left: 15px;
+  top: 50px;
+  height: 10px;
+  width: 100px;
+}
+
+div.jp-Cell-Placeholder-content-1,
+div.jp-Cell-Placeholder-content-2,
+div.jp-Cell-Placeholder-content-3 {
+  left: 15px;
+  right: 15px;
+  height: 10px;
+}
+
+div.jp-Cell-Placeholder-content-1 {
+  top: 100px;
+}
+
+div.jp-Cell-Placeholder-content-2 {
+  top: 120px;
+}
+
+div.jp-Cell-Placeholder-content-3 {
+  top: 140px;
+}
+
+</style>
+
+    <style type="text/css">
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*
+The following CSS variables define the main, public API for styling JupyterLab.
+These variables should be used by all plugins wherever possible. In other
+words, plugins should not define custom colors, sizes, etc unless absolutely
+necessary. This enables users to change the visual theme of JupyterLab
+by changing these variables.
+
+Many variables appear in an ordered sequence (0,1,2,3). These sequences
+are designed to work well together, so for example, `--jp-border-color1` should
+be used with `--jp-layout-color1`. The numbers have the following meanings:
+
+* 0: super-primary, reserved for special emphasis
+* 1: primary, most important under normal situations
+* 2: secondary, next most important under normal situations
+* 3: tertiary, next most important under normal situations
+
+Throughout JupyterLab, we are mostly following principles from Google's
+Material Design when selecting colors. We are not, however, following
+all of MD as it is not optimized for dense, information rich UIs.
+*/
+
+:root {
+  /* Elevation
+   *
+   * We style box-shadows using Material Design's idea of elevation. These particular numbers are taken from here:
+   *
+   * https://github.com/material-components/material-components-web
+   * https://material-components-web.appspot.com/elevation.html
+   */
+
+  --jp-shadow-base-lightness: 0;
+  --jp-shadow-umbra-color: rgba(
+    var(--jp-shadow-base-lightness),
+    var(--jp-shadow-base-lightness),
+    var(--jp-shadow-base-lightness),
+    0.2
+  );
+  --jp-shadow-penumbra-color: rgba(
+    var(--jp-shadow-base-lightness),
+    var(--jp-shadow-base-lightness),
+    var(--jp-shadow-base-lightness),
+    0.14
+  );
+  --jp-shadow-ambient-color: rgba(
+    var(--jp-shadow-base-lightness),
+    var(--jp-shadow-base-lightness),
+    var(--jp-shadow-base-lightness),
+    0.12
+  );
+  --jp-elevation-z0: none;
+  --jp-elevation-z1: 0px 2px 1px -1px var(--jp-shadow-umbra-color),
+    0px 1px 1px 0px var(--jp-shadow-penumbra-color),
+    0px 1px 3px 0px var(--jp-shadow-ambient-color);
+  --jp-elevation-z2: 0px 3px 1px -2px var(--jp-shadow-umbra-color),
+    0px 2px 2px 0px var(--jp-shadow-penumbra-color),
+    0px 1px 5px 0px var(--jp-shadow-ambient-color);
+  --jp-elevation-z4: 0px 2px 4px -1px var(--jp-shadow-umbra-color),
+    0px 4px 5px 0px var(--jp-shadow-penumbra-color),
+    0px 1px 10px 0px var(--jp-shadow-ambient-color);
+  --jp-elevation-z6: 0px 3px 5px -1px var(--jp-shadow-umbra-color),
+    0px 6px 10px 0px var(--jp-shadow-penumbra-color),
+    0px 1px 18px 0px var(--jp-shadow-ambient-color);
+  --jp-elevation-z8: 0px 5px 5px -3px var(--jp-shadow-umbra-color),
+    0px 8px 10px 1px var(--jp-shadow-penumbra-color),
+    0px 3px 14px 2px var(--jp-shadow-ambient-color);
+  --jp-elevation-z12: 0px 7px 8px -4px var(--jp-shadow-umbra-color),
+    0px 12px 17px 2px var(--jp-shadow-penumbra-color),
+    0px 5px 22px 4px var(--jp-shadow-ambient-color);
+  --jp-elevation-z16: 0px 8px 10px -5px var(--jp-shadow-umbra-color),
+    0px 16px 24px 2px var(--jp-shadow-penumbra-color),
+    0px 6px 30px 5px var(--jp-shadow-ambient-color);
+  --jp-elevation-z20: 0px 10px 13px -6px var(--jp-shadow-umbra-color),
+    0px 20px 31px 3px var(--jp-shadow-penumbra-color),
+    0px 8px 38px 7px var(--jp-shadow-ambient-color);
+  --jp-elevation-z24: 0px 11px 15px -7px var(--jp-shadow-umbra-color),
+    0px 24px 38px 3px var(--jp-shadow-penumbra-color),
+    0px 9px 46px 8px var(--jp-shadow-ambient-color);
+
+  /* Borders
+   *
+   * The following variables, specify the visual styling of borders in JupyterLab.
+   */
+
+  --jp-border-width: 1px;
+  --jp-border-color0: var(--md-grey-400);
+  --jp-border-color1: var(--md-grey-400);
+  --jp-border-color2: var(--md-grey-300);
+  --jp-border-color3: var(--md-grey-200);
+  --jp-border-radius: 2px;
+
+  /* UI Fonts
+   *
+   * The UI font CSS variables are used for the typography all of the JupyterLab
+   * user interface elements that are not directly user generated content.
+   *
+   * The font sizing here is done assuming that the body font size of --jp-ui-font-size1
+   * is applied to a parent element. When children elements, such as headings, are sized
+   * in em all things will be computed relative to that body size.
+   */
+
+  --jp-ui-font-scale-factor: 1.2;
+  --jp-ui-font-size0: 0.83333em;
+  --jp-ui-font-size1: 13px; /* Base font size */
+  --jp-ui-font-size2: 1.2em;
+  --jp-ui-font-size3: 1.44em;
+
+  --jp-ui-font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Helvetica,
+    Arial, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol';
+
+  /*
+   * Use these font colors against the corresponding main layout colors.
+   * In a light theme, these go from dark to light.
+   */
+
+  /* Defaults use Material Design specification */
+  --jp-ui-font-color0: rgba(0, 0, 0, 1);
+  --jp-ui-font-color1: rgba(0, 0, 0, 0.87);
+  --jp-ui-font-color2: rgba(0, 0, 0, 0.54);
+  --jp-ui-font-color3: rgba(0, 0, 0, 0.38);
+
+  /*
+   * Use these against the brand/accent/warn/error colors.
+   * These will typically go from light to darker, in both a dark and light theme.
+   */
+
+  --jp-ui-inverse-font-color0: rgba(255, 255, 255, 1);
+  --jp-ui-inverse-font-color1: rgba(255, 255, 255, 1);
+  --jp-ui-inverse-font-color2: rgba(255, 255, 255, 0.7);
+  --jp-ui-inverse-font-color3: rgba(255, 255, 255, 0.5);
+
+  /* Content Fonts
+   *
+   * Content font variables are used for typography of user generated content.
+   *
+   * The font sizing here is done assuming that the body font size of --jp-content-font-size1
+   * is applied to a parent element. When children elements, such as headings, are sized
+   * in em all things will be computed relative to that body size.
+   */
+
+  --jp-content-line-height: 1.6;
+  --jp-content-font-scale-factor: 1.2;
+  --jp-content-font-size0: 0.83333em;
+  --jp-content-font-size1: 14px; /* Base font size */
+  --jp-content-font-size2: 1.2em;
+  --jp-content-font-size3: 1.44em;
+  --jp-content-font-size4: 1.728em;
+  --jp-content-font-size5: 2.0736em;
+
+  /* This gives a magnification of about 125% in presentation mode over normal. */
+  --jp-content-presentation-font-size1: 17px;
+
+  --jp-content-heading-line-height: 1;
+  --jp-content-heading-margin-top: 1.2em;
+  --jp-content-heading-margin-bottom: 0.8em;
+  --jp-content-heading-font-weight: 500;
+
+  /* Defaults use Material Design specification */
+  --jp-content-font-color0: rgba(0, 0, 0, 1);
+  --jp-content-font-color1: rgba(0, 0, 0, 0.87);
+  --jp-content-font-color2: rgba(0, 0, 0, 0.54);
+  --jp-content-font-color3: rgba(0, 0, 0, 0.38);
+
+  --jp-content-link-color: var(--md-blue-700);
+
+  --jp-content-font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI',
+    Helvetica, Arial, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji',
+    'Segoe UI Symbol';
+
+  /*
+   * Code Fonts
+   *
+   * Code font variables are used for typography of code and other monospaces content.
+   */
+
+  --jp-code-font-size: 13px;
+  --jp-code-line-height: 1.3077; /* 17px for 13px base */
+  --jp-code-padding: 5px; /* 5px for 13px base, codemirror highlighting needs integer px value */
+  --jp-code-font-family-default: Menlo, Consolas, 'DejaVu Sans Mono', monospace;
+  --jp-code-font-family: var(--jp-code-font-family-default);
+
+  /* This gives a magnification of about 125% in presentation mode over normal. */
+  --jp-code-presentation-font-size: 16px;
+
+  /* may need to tweak cursor width if you change font size */
+  --jp-code-cursor-width0: 1.4px;
+  --jp-code-cursor-width1: 2px;
+  --jp-code-cursor-width2: 4px;
+
+  /* Layout
+   *
+   * The following are the main layout colors use in JupyterLab. In a light
+   * theme these would go from light to dark.
+   */
+
+  --jp-layout-color0: white;
+  --jp-layout-color1: white;
+  --jp-layout-color2: var(--md-grey-200);
+  --jp-layout-color3: var(--md-grey-400);
+  --jp-layout-color4: var(--md-grey-600);
+
+  /* Inverse Layout
+   *
+   * The following are the inverse layout colors use in JupyterLab. In a light
+   * theme these would go from dark to light.
+   */
+
+  --jp-inverse-layout-color0: #111111;
+  --jp-inverse-layout-color1: var(--md-grey-900);
+  --jp-inverse-layout-color2: var(--md-grey-800);
+  --jp-inverse-layout-color3: var(--md-grey-700);
+  --jp-inverse-layout-color4: var(--md-grey-600);
+
+  /* Brand/accent */
+
+  --jp-brand-color0: var(--md-blue-900);
+  --jp-brand-color1: var(--md-blue-700);
+  --jp-brand-color2: var(--md-blue-300);
+  --jp-brand-color3: var(--md-blue-100);
+  --jp-brand-color4: var(--md-blue-50);
+
+  --jp-accent-color0: var(--md-green-900);
+  --jp-accent-color1: var(--md-green-700);
+  --jp-accent-color2: var(--md-green-300);
+  --jp-accent-color3: var(--md-green-100);
+
+  /* State colors (warn, error, success, info) */
+
+  --jp-warn-color0: var(--md-orange-900);
+  --jp-warn-color1: var(--md-orange-700);
+  --jp-warn-color2: var(--md-orange-300);
+  --jp-warn-color3: var(--md-orange-100);
+
+  --jp-error-color0: var(--md-red-900);
+  --jp-error-color1: var(--md-red-700);
+  --jp-error-color2: var(--md-red-300);
+  --jp-error-color3: var(--md-red-100);
+
+  --jp-success-color0: var(--md-green-900);
+  --jp-success-color1: var(--md-green-700);
+  --jp-success-color2: var(--md-green-300);
+  --jp-success-color3: var(--md-green-100);
+
+  --jp-info-color0: var(--md-cyan-900);
+  --jp-info-color1: var(--md-cyan-700);
+  --jp-info-color2: var(--md-cyan-300);
+  --jp-info-color3: var(--md-cyan-100);
+
+  /* Cell specific styles */
+
+  --jp-cell-padding: 5px;
+
+  --jp-cell-collapser-width: 8px;
+  --jp-cell-collapser-min-height: 20px;
+  --jp-cell-collapser-not-active-hover-opacity: 0.6;
+
+  --jp-cell-editor-background: var(--md-grey-100);
+  --jp-cell-editor-border-color: var(--md-grey-300);
+  --jp-cell-editor-box-shadow: inset 0 0 2px var(--md-blue-300);
+  --jp-cell-editor-active-background: var(--jp-layout-color0);
+  --jp-cell-editor-active-border-color: var(--jp-brand-color1);
+
+  --jp-cell-prompt-width: 64px;
+  --jp-cell-prompt-font-family: var(--jp-code-font-family-default);
+  --jp-cell-prompt-letter-spacing: 0px;
+  --jp-cell-prompt-opacity: 1;
+  --jp-cell-prompt-not-active-opacity: 0.5;
+  --jp-cell-prompt-not-active-font-color: var(--md-grey-700);
+  /* A custom blend of MD grey and blue 600
+   * See https://meyerweb.com/eric/tools/color-blend/#546E7A:1E88E5:5:hex */
+  --jp-cell-inprompt-font-color: #307fc1;
+  /* A custom blend of MD grey and orange 600
+   * https://meyerweb.com/eric/tools/color-blend/#546E7A:F4511E:5:hex */
+  --jp-cell-outprompt-font-color: #bf5b3d;
+
+  /* Notebook specific styles */
+
+  --jp-notebook-padding: 10px;
+  --jp-notebook-select-background: var(--jp-layout-color1);
+  --jp-notebook-multiselected-color: var(--md-blue-50);
+
+  /* The scroll padding is calculated to fill enough space at the bottom of the
+  notebook to show one single-line cell (with appropriate padding) at the top
+  when the notebook is scrolled all the way to the bottom. We also subtract one
+  pixel so that no scrollbar appears if we have just one single-line cell in the
+  notebook. This padding is to enable a 'scroll past end' feature in a notebook.
+  */
+  --jp-notebook-scroll-padding: calc(
+    100% - var(--jp-code-font-size) * var(--jp-code-line-height) -
+      var(--jp-code-padding) - var(--jp-cell-padding) - 1px
+  );
+
+  /* Rendermime styles */
+
+  --jp-rendermime-error-background: #fdd;
+  --jp-rendermime-table-row-background: var(--md-grey-100);
+  --jp-rendermime-table-row-hover-background: var(--md-light-blue-50);
+
+  /* Dialog specific styles */
+
+  --jp-dialog-background: rgba(0, 0, 0, 0.25);
+
+  /* Console specific styles */
+
+  --jp-console-padding: 10px;
+
+  /* Toolbar specific styles */
+
+  --jp-toolbar-border-color: var(--jp-border-color1);
+  --jp-toolbar-micro-height: 8px;
+  --jp-toolbar-background: var(--jp-layout-color1);
+  --jp-toolbar-box-shadow: 0px 0px 2px 0px rgba(0, 0, 0, 0.24);
+  --jp-toolbar-header-margin: 4px 4px 0px 4px;
+  --jp-toolbar-active-background: var(--md-grey-300);
+
+  /* Statusbar specific styles */
+
+  --jp-statusbar-height: 24px;
+
+  /* Input field styles */
+
+  --jp-input-box-shadow: inset 0 0 2px var(--md-blue-300);
+  --jp-input-active-background: var(--jp-layout-color1);
+  --jp-input-hover-background: var(--jp-layout-color1);
+  --jp-input-background: var(--md-grey-100);
+  --jp-input-border-color: var(--jp-border-color1);
+  --jp-input-active-border-color: var(--jp-brand-color1);
+  --jp-input-active-box-shadow-color: rgba(19, 124, 189, 0.3);
+
+  /* General editor styles */
+
+  --jp-editor-selected-background: #d9d9d9;
+  --jp-editor-selected-focused-background: #d7d4f0;
+  --jp-editor-cursor-color: var(--jp-ui-font-color0);
+
+  /* Code mirror specific styles */
+
+  --jp-mirror-editor-keyword-color: #008000;
+  --jp-mirror-editor-atom-color: #88f;
+  --jp-mirror-editor-number-color: #080;
+  --jp-mirror-editor-def-color: #00f;
+  --jp-mirror-editor-variable-color: var(--md-grey-900);
+  --jp-mirror-editor-variable-2-color: #05a;
+  --jp-mirror-editor-variable-3-color: #085;
+  --jp-mirror-editor-punctuation-color: #05a;
+  --jp-mirror-editor-property-color: #05a;
+  --jp-mirror-editor-operator-color: #aa22ff;
+  --jp-mirror-editor-comment-color: #408080;
+  --jp-mirror-editor-string-color: #ba2121;
+  --jp-mirror-editor-string-2-color: #708;
+  --jp-mirror-editor-meta-color: #aa22ff;
+  --jp-mirror-editor-qualifier-color: #555;
+  --jp-mirror-editor-builtin-color: #008000;
+  --jp-mirror-editor-bracket-color: #997;
+  --jp-mirror-editor-tag-color: #170;
+  --jp-mirror-editor-attribute-color: #00c;
+  --jp-mirror-editor-header-color: blue;
+  --jp-mirror-editor-quote-color: #090;
+  --jp-mirror-editor-link-color: #00c;
+  --jp-mirror-editor-error-color: #f00;
+  --jp-mirror-editor-hr-color: #999;
+
+  /* Vega extension styles */
+
+  --jp-vega-background: white;
+
+  /* Sidebar-related styles */
+
+  --jp-sidebar-min-width: 250px;
+
+  /* Search-related styles */
+
+  --jp-search-toggle-off-opacity: 0.5;
+  --jp-search-toggle-hover-opacity: 0.8;
+  --jp-search-toggle-on-opacity: 1;
+  --jp-search-selected-match-background-color: rgb(245, 200, 0);
+  --jp-search-selected-match-color: black;
+  --jp-search-unselected-match-background-color: var(
+    --jp-inverse-layout-color0
+  );
+  --jp-search-unselected-match-color: var(--jp-ui-inverse-font-color0);
+
+  /* Icon colors that work well with light or dark backgrounds */
+  --jp-icon-contrast-color0: var(--md-purple-600);
+  --jp-icon-contrast-color1: var(--md-green-600);
+  --jp-icon-contrast-color2: var(--md-pink-600);
+  --jp-icon-contrast-color3: var(--md-blue-600);
+}
+</style>
+
+<style type="text/css">
+/* Force rendering true colors when outputing to pdf */
+* {
+  -webkit-print-color-adjust: exact;
+}
+
+/* Misc */
+a.anchor-link {
+  display: none;
+}
+
+/* Input area styling */
+.jp-InputArea {
+  overflow: hidden;
+}
+
+.jp-InputArea-editor {
+  overflow: hidden;
+}
+
+.CodeMirror.cm-s-jupyter .highlight pre {
+/* weird, but --jp-code-padding defined to be 5px but 4px horizontal padding is hardcoded for pre.CodeMirror-line */
+  padding: var(--jp-code-padding) 4px;
+  margin: 0;
+
+  font-family: inherit;
+  font-size: inherit;
+  line-height: inherit;
+  color: inherit;
+
+}
+
+.jp-OutputArea-output pre {
+  line-height: inherit;
+  font-family: inherit;
+}
+
+.jp-RenderedText pre {
+  color: var(--jp-content-font-color1);
+  font-size: var(--jp-code-font-size);
+}
+
+/* Using table instead of flexbox so that we can use break-inside property */
+/* CSS rules under this comment should not be required anymore after we move to the JupyterLab 4.0 CSS */
+
+
+.jp-CodeCell.jp-mod-outputsScrolled .jp-OutputArea-prompt {
+  min-width: calc(
+    var(--jp-cell-prompt-width) - var(--jp-private-cell-scrolling-output-offset)
+  );
+}
+
+.jp-OutputArea-child {
+  display: table;
+  width: 100%;
+}
+
+.jp-OutputPrompt {
+  display: table-cell;
+  vertical-align: top;
+  min-width: var(--jp-cell-prompt-width);
+}
+
+body[data-format='mobile'] .jp-OutputPrompt {
+  display: table-row;
+}
+
+.jp-OutputArea-output {
+  display: table-cell;
+  width: 100%;
+}
+
+body[data-format='mobile'] .jp-OutputArea-child .jp-OutputArea-output {
+  display: table-row;
+}
+
+.jp-OutputArea-output.jp-OutputArea-executeResult {
+  width: 100%;
+}
+
+/* Hiding the collapser by default */
+.jp-Collapser {
+  display: none;
+}
+
+@media print {
+  .jp-Cell-inputWrapper,
+  .jp-Cell-outputWrapper {
+    display: block;
+  }
+
+  .jp-OutputArea-child {
+    break-inside: avoid-page;
+  }
+}
+</style>
+
+<!-- Load mathjax -->
+    <script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.7/latest.js?config=TeX-AMS_CHTML-full,Safe"> </script>
+    <!-- MathJax configuration -->
+    <script type="text/x-mathjax-config">
+    init_mathjax = function() {
+        if (window.MathJax) {
+        // MathJax loaded
+            MathJax.Hub.Config({
+                TeX: {
+                    equationNumbers: {
+                    autoNumber: "AMS",
+                    useLabelIds: true
+                    }
+                },
+                tex2jax: {
+                    inlineMath: [ ['$','$'], ["\\(","\\)"] ],
+                    displayMath: [ ['$$','$$'], ["\\[","\\]"] ],
+                    processEscapes: true,
+                    processEnvironments: true
+                },
+                displayAlign: 'center',
+                CommonHTML: {
+                    linebreaks: {
+                    automatic: true
+                    }
+                }
+            });
+
+            MathJax.Hub.Queue(["Typeset", MathJax.Hub]);
+        }
+    }
+    init_mathjax();
+    </script>
+    <!-- End of mathjax configuration --></head>
+<body class="jp-Notebook" data-jp-theme-light="true" data-jp-theme-name="JupyterLab Light">
+<div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs  ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[62]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<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">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
+<span class="kn">import</span> <span class="nn">seaborn</span> <span class="k">as</span> <span class="nn">sns</span>
+<span class="o">%</span><span class="k">matplotlib</span> inline
+<span class="n">pd</span><span class="o">.</span><span class="n">options</span><span class="o">.</span><span class="n">display</span><span class="o">.</span><span class="n">float_format</span> <span class="o">=</span> <span class="s1">'</span><span class="si">{:.3f}</span><span class="s1">'</span><span class="o">.</span><span class="n">format</span>
+<span class="k">def</span> <span class="nf">extract_arch</span><span class="p">(</span><span class="n">model</span><span class="p">):</span>
+    <span class="n">vit</span><span class="p">,</span> <span class="n">size</span><span class="p">,</span> <span class="n">patch_size</span><span class="p">,</span> <span class="o">*</span><span class="n">rest</span> <span class="o">=</span> <span class="n">model</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s2">"-"</span><span class="p">)</span>
+    <span class="k">return</span> <span class="n">vit</span><span class="o">+</span><span class="s2">"-"</span><span class="o">+</span><span class="n">size</span><span class="o">+</span><span class="s2">"-"</span><span class="o">+</span><span class="n">patch_size</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">rcParams</span><span class="p">[</span><span class="s1">'figure.dpi'</span><span class="p">]</span> <span class="o">=</span> <span class="mi">200</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs  ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[63]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">dataset_type</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">"dataset_type.csv"</span><span class="p">)</span><span class="o">.</span><span class="n">set_index</span><span class="p">(</span><span class="s2">"dataset"</span><span class="p">)[</span><span class="s2">"type"</span><span class="p">]</span><span class="o">.</span><span class="n">to_dict</span><span class="p">()</span>
+<span class="n">df</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">"benchmark.csv"</span><span class="p">)</span>
+<span class="n">vtab_plus</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="nb">map</span><span class="p">(</span><span class="k">lambda</span> <span class="n">s</span><span class="p">:</span><span class="n">s</span><span class="o">.</span><span class="n">strip</span><span class="p">(),</span> <span class="nb">open</span><span class="p">(</span><span class="s2">"datasets.txt"</span><span class="p">)</span><span class="o">.</span><span class="n">readlines</span><span class="p">()))</span>
+<span class="n">df</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="n">df</span><span class="o">.</span><span class="n">dataset</span><span class="o">.</span><span class="n">isin</span><span class="p">(</span><span class="n">vtab_plus</span><span class="p">)]</span>
+<span class="n">df</span><span class="o">.</span><span class="n">loc</span><span class="p">[:,</span> <span class="s2">"dataset_type"</span><span class="p">]</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">dataset</span><span class="o">.</span><span class="n">apply</span><span class="p">(</span><span class="k">lambda</span> <span class="n">d</span><span class="p">:</span><span class="n">dataset_type</span><span class="p">[</span><span class="n">d</span><span class="p">])</span>
+<span class="n">df</span><span class="o">.</span><span class="n">loc</span><span class="p">[:,</span> <span class="s2">"model_arch"</span><span class="p">]</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">model</span><span class="o">.</span><span class="n">apply</span><span class="p">(</span><span class="n">extract_arch</span><span class="p">)</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs  ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[64]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df_retrieval</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="n">df</span><span class="p">[</span><span class="s2">"dataset_type"</span><span class="p">]</span> <span class="o">==</span> <span class="s2">"retrieval"</span><span class="p">]</span>
+<span class="n">df</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="n">df</span><span class="p">[</span><span class="s2">"dataset_type"</span><span class="p">]</span> <span class="o">!=</span> <span class="s2">"retrieval"</span><span class="p">]</span>
+<span class="n">df</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">drop</span><span class="p">([</span><span class="s2">"image_retrieval_recall@5"</span><span class="p">,</span> <span class="s2">"text_retrieval_recall@5"</span><span class="p">],</span> <span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
+<span class="n">dataset_type</span> <span class="o">=</span> <span class="p">{</span><span class="n">k</span><span class="p">:</span><span class="n">v</span> <span class="k">for</span> <span class="n">k</span><span class="p">,</span><span class="n">v</span> <span class="ow">in</span> <span class="n">dataset_type</span><span class="o">.</span><span class="n">items</span><span class="p">()</span> <span class="k">if</span> <span class="n">v</span> <span class="o">!=</span> <span class="s2">"retrieval"</span><span class="p">}</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs  ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[65]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span> <span class="o">=</span> <span class="n">df</span><span class="p">[(</span><span class="n">df</span><span class="p">[</span><span class="s2">"language"</span><span class="p">]</span><span class="o">!=</span><span class="s2">"jp"</span><span class="p">)</span> <span class="o">&amp;</span> <span class="p">(</span><span class="n">df</span><span class="p">[</span><span class="s2">"language"</span><span class="p">]</span><span class="o">!=</span><span class="s2">"it"</span><span class="p">)</span> <span class="o">&amp;</span> <span class="p">(</span><span class="n">df</span><span class="p">[</span><span class="s2">"language"</span><span class="p">]</span><span class="o">!=</span><span class="s2">"cn"</span><span class="p">)]</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="Accuracy-of-all-models-on-all-datasets">Accuracy of all models on all datasets<a class="anchor-link" href="#Accuracy-of-all-models-on-all-datasets">&#182;</a></h1>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[66]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">fig</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span><span class="mi">8</span><span class="p">))</span>
+<span class="c1">#order = df.sort_values(by="dataset_type").dataset.unique()</span>
+<span class="n">order</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">dataset_type</span><span class="o">.</span><span class="n">keys</span><span class="p">())</span>
+<span class="n">ax</span> <span class="o">=</span> <span class="n">sns</span><span class="o">.</span><span class="n">barplot</span><span class="p">(</span>
+    <span class="n">x</span><span class="o">=</span><span class="s2">"dataset"</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s2">"acc1"</span><span class="p">,</span> 
+    <span class="n">data</span><span class="o">=</span><span class="n">df</span><span class="p">,</span>
+    <span class="n">order</span><span class="o">=</span><span class="n">order</span><span class="p">,</span>
+    <span class="n">hue</span><span class="o">=</span><span class="s2">"model_fullname"</span>
+<span class="p">)</span>
+<span class="n">ax</span><span class="o">.</span><span class="n">set_xticklabels</span><span class="p">(</span><span class="n">ax</span><span class="o">.</span><span class="n">get_xticklabels</span><span class="p">(),</span><span class="n">rotation</span> <span class="o">=</span> <span class="mi">90</span><span class="p">)</span>
+<span class="n">ax</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+<div class="jp-OutputArea-child jp-OutputArea-executeResult">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[66]:</div>
+
+
+
+
+<div class="jp-RenderedText jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/plain">
+<pre>&lt;AxesSubplot:xlabel=&#39;dataset&#39;, ylabel=&#39;acc1&#39;&gt;</pre>
+</div>
+
+</div>
+<div class="jp-OutputArea-child">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img 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+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[67]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span>
+</pre></div>
+
+     </div>
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+    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[67]:</div>
+
+
+
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+  <thead>
+    <tr style="text-align: right;">
+      <th></th>
+      <th>acc1</th>
+      <th>acc5</th>
+      <th>mean_per_class_recall</th>
+      <th>dataset</th>
+      <th>model</th>
+      <th>pretrained</th>
+      <th>task</th>
+      <th>language</th>
+      <th>mean_average_precision</th>
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+      <th>dataset_type</th>
+      <th>model_arch</th>
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+    <tr>
+      <th>0</th>
+      <td>0.752</td>
+      <td>0.961</td>
+      <td>0.751</td>
+      <td>sun397</td>
+      <td>ViT-H-14</td>
+      <td>/fsx/rom1504/open_clip/good_models/h_256.pt</td>
+      <td>zeroshot_classification</td>
+      <td>NaN</td>
+      <td>NaN</td>
+      <td>ViT-H-14 /fsx/rom1504/open_clip/good_models/h_...</td>
+      <td>natural</td>
+      <td>ViT-H-14</td>
+    </tr>
+    <tr>
+      <th>1</th>
+      <td>0.518</td>
+      <td>0.965</td>
+      <td>0.506</td>
+      <td>fer2013</td>
+      <td>ViT-H-14</td>
+      <td>/fsx/rom1504/open_clip/good_models/h_256.pt</td>
+      <td>zeroshot_classification</td>
+      <td>NaN</td>
+      <td>NaN</td>
+      <td>ViT-H-14 /fsx/rom1504/open_clip/good_models/h_...</td>
+      <td>natural</td>
+      <td>ViT-H-14</td>
+    </tr>
+    <tr>
+      <th>2</th>
+      <td>0.593</td>
+      <td>0.851</td>
+      <td>0.575</td>
+      <td>imagenet-a</td>
+      <td>xlm-roberta-large-ViT-H-14</td>
+      <td>/fsx/rom1504/open_clip/xlm_roberta_large_H_14_...</td>
+      <td>zeroshot_classification</td>
+      <td>en</td>
+      <td>NaN</td>
+      <td>xlm-roberta-large-ViT-H-14 /fsx/rom1504/open_c...</td>
+      <td>natural</td>
+      <td>xlm-roberta-large</td>
+    </tr>
+    <tr>
+      <th>3</th>
+      <td>0.717</td>
+      <td>0.956</td>
+      <td>0.720</td>
+      <td>vtab/eurosat</td>
+      <td>ViT-H-14</td>
+      <td>/fsx/rom1504/open_clip/good_models/h_256.pt</td>
+      <td>zeroshot_classification</td>
+      <td>NaN</td>
+      <td>NaN</td>
+      <td>ViT-H-14 /fsx/rom1504/open_clip/good_models/h_...</td>
+      <td>specialized</td>
+      <td>ViT-H-14</td>
+    </tr>
+    <tr>
+      <th>4</th>
+      <td>0.584</td>
+      <td>0.821</td>
+      <td>0.544</td>
+      <td>gtsrb</td>
+      <td>ViT-H-14</td>
+      <td>/fsx/rom1504/open_clip/good_models/h_256.pt</td>
+      <td>zeroshot_classification</td>
+      <td>NaN</td>
+      <td>NaN</td>
+      <td>ViT-H-14 /fsx/rom1504/open_clip/good_models/h_...</td>
+      <td>natural</td>
+      <td>ViT-H-14</td>
+    </tr>
+    <tr>
+      <th>...</th>
+      <td>...</td>
+      <td>...</td>
+      <td>...</td>
+      <td>...</td>
+      <td>...</td>
+      <td>...</td>
+      <td>...</td>
+      <td>...</td>
+      <td>...</td>
+      <td>...</td>
+      <td>...</td>
+      <td>...</td>
+    </tr>
+    <tr>
+      <th>75</th>
+      <td>0.056</td>
+      <td>0.275</td>
+      <td>0.057</td>
+      <td>vtab/smallnorb_label_azimuth</td>
+      <td>xlm-roberta-large-ViT-H-14</td>
+      <td>/fsx/rom1504/open_clip/xlm_roberta_large_H_14_...</td>
+      <td>zeroshot_classification</td>
+      <td>en</td>
+      <td>NaN</td>
+      <td>xlm-roberta-large-ViT-H-14 /fsx/rom1504/open_c...</td>
+      <td>structured</td>
+      <td>xlm-roberta-large</td>
+    </tr>
+    <tr>
+      <th>76</th>
+      <td>0.755</td>
+      <td>0.963</td>
+      <td>0.756</td>
+      <td>sun397</td>
+      <td>xlm-roberta-large-ViT-H-14</td>
+      <td>/fsx/rom1504/open_clip/xlm_roberta_large_H_14_...</td>
+      <td>zeroshot_classification</td>
+      <td>en</td>
+      <td>NaN</td>
+      <td>xlm-roberta-large-ViT-H-14 /fsx/rom1504/open_c...</td>
+      <td>natural</td>
+      <td>xlm-roberta-large</td>
+    </tr>
+    <tr>
+      <th>77</th>
+      <td>0.579</td>
+      <td>NaN</td>
+      <td>0.579</td>
+      <td>vtab/pcam</td>
+      <td>xlm-roberta-large-ViT-H-14</td>
+      <td>/fsx/rom1504/open_clip/xlm_roberta_large_H_14_...</td>
+      <td>zeroshot_classification</td>
+      <td>en</td>
+      <td>NaN</td>
+      <td>xlm-roberta-large-ViT-H-14 /fsx/rom1504/open_c...</td>
+      <td>specialized</td>
+      <td>xlm-roberta-large</td>
+    </tr>
+    <tr>
+      <th>79</th>
+      <td>0.300</td>
+      <td>0.557</td>
+      <td>0.299</td>
+      <td>country211</td>
+      <td>ViT-H-14</td>
+      <td>/fsx/rom1504/open_clip/good_models/h_256.pt</td>
+      <td>zeroshot_classification</td>
+      <td>NaN</td>
+      <td>NaN</td>
+      <td>ViT-H-14 /fsx/rom1504/open_clip/good_models/h_...</td>
+      <td>natural</td>
+      <td>ViT-H-14</td>
+    </tr>
+    <tr>
+      <th>80</th>
+      <td>0.850</td>
+      <td>0.946</td>
+      <td>0.944</td>
+      <td>vtab/caltech101</td>
+      <td>xlm-roberta-large-ViT-H-14</td>
+      <td>/fsx/rom1504/open_clip/xlm_roberta_large_H_14_...</td>
+      <td>zeroshot_classification</td>
+      <td>en</td>
+      <td>NaN</td>
+      <td>xlm-roberta-large-ViT-H-14 /fsx/rom1504/open_c...</td>
+      <td>natural</td>
+      <td>xlm-roberta-large</td>
+    </tr>
+  </tbody>
+</table>
+<p>72 rows × 12 columns</p>
+</div>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="Zooming-on-a-specific-architecture">Zooming on a specific architecture<a class="anchor-link" href="#Zooming-on-a-specific-architecture">&#182;</a></h1>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[68]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">fig</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span><span class="mi">8</span><span class="p">))</span>
+<span class="n">order</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">dataset_type</span><span class="o">.</span><span class="n">keys</span><span class="p">())</span>
+<span class="n">d</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="n">df</span><span class="o">.</span><span class="n">model_arch</span><span class="o">==</span><span class="s2">"xlm-roberta-large"</span><span class="p">]</span>
+<span class="n">ax</span> <span class="o">=</span> <span class="n">sns</span><span class="o">.</span><span class="n">barplot</span><span class="p">(</span>
+    <span class="n">x</span><span class="o">=</span><span class="s2">"dataset"</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s2">"acc1"</span><span class="p">,</span> 
+    <span class="n">data</span><span class="o">=</span><span class="n">d</span><span class="p">,</span>
+    <span class="n">order</span><span class="o">=</span><span class="n">order</span><span class="p">,</span>
+    <span class="n">hue</span><span class="o">=</span><span class="s2">"model_fullname"</span>
+<span class="p">)</span>
+<span class="n">ax</span><span class="o">.</span><span class="n">set_xticklabels</span><span class="p">(</span><span class="n">ax</span><span class="o">.</span><span class="n">get_xticklabels</span><span class="p">(),</span><span class="n">rotation</span> <span class="o">=</span> <span class="mi">90</span><span class="p">)</span>
+<span class="n">ax</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+<div class="jp-OutputArea-child jp-OutputArea-executeResult">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[68]:</div>
+
+
+
+
+<div class="jp-RenderedText jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/plain">
+<pre>&lt;AxesSubplot:xlabel=&#39;dataset&#39;, ylabel=&#39;acc1&#39;&gt;</pre>
+</div>
+
+</div>
+<div class="jp-OutputArea-child">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
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GD9+vXo3bs3Xr9+jbFjx8ZZp2zZsti1axeyZ8+e4t+ZNm0aAgICsHz5cpw7dw7du3ePs86AAQMwderUFP8GERERERERERERERERERGlDSGllFoHobV79+5h7ty52LVrFx4+fAgbGxuULl0aXbp0wYgRI5A1a9Z40x0+fFidN93V1RVubm6J/s7u3buxePFieHt74/nz58iTJw9q1aqFIUOGoFWrVmmdLSIiIiIiIiIiIiIiIiIiSgFWpBMRERERERERERERERERERl5r+dIJyIiIiIiIiIiIiIiIiIiehcr0omIiIiIiIiIiIiIiIiIiIywIp2IiIiIiIiIiIiIiIiIiMgIK9KJiIiIiIiIiIiIiIiIiIiMsCKdiIiIiIiIiIiIiIiIiIjICCvSiYiIiIiIiIiIiIiIiIiIjLAinYiIiIiIiIiIiIiIiIiIyAgr0omIiIiIiIiIiIiIiIiIiIywIp2IiIiIiIiIiIiIiIiIiMiIldYBEBEREREREREREdH7Z+XKlQCADh06IEeOHGalefPmDTZv3gwA6NOnT7rFRkRERCSklFLrIIiIMpMjR44AAGrVqgV7e3uz0oSHh+P06dMAgAYNGqRbbERERERElHk1adIEQggsX74cxYoVMyvN48eP0bt3bwghcODAgXSOkIjSwogRIzBgwAC4uLhoHUqqKYoCIQT8/PxQsWJFs9LcunULZcqUgaIoiI6OTucIiYiI6H3GinRKkaioKFhbW6co7aVLl1CpUqU0juj9Zmi9W65cOdSpU0fjaEhRFCiKggsXLvAlkNJEQEAAtm/fjuPHj+PKlSt48OAB3rx5g7CwMNjb28PBwQFFihRBhQoVULduXbRr1w758uXTOuwE3bx50+y8lC5dWutwE5UZGs5ERUXhxo0bAIBSpUrB1tbW5Pvw8HCMGzcOHh4eeP78OUqUKIFhw4bhyy+/1CJc0jkpJa5evYrw8HCULVsW2bJli7OOp6cnNm7ciHv37sHBwQFVqlRBjx49UKZMGQ0ifr+EhoYCALJmzRrv93/99Vecc71t27aWDDHd3L59G8eOHQPAnmuUuaWmQkoIgZiYmHSOkIjSguFcr1q1Kvr3749evXohV65cWoeVIrxuEZnvwIEDcHNzw4kTJ/D06VOEh4fHKX88cuQILl68iBw5cqB3794aRvt+CA4Oxp07dxAcHGzW9UgP5UCZXWbZJzExMdi2bRs8PT3h5+eHwMBAAECuXLlQuXJlNGvWDO3bt4eVlX4HHg8KCsLGjRvVa1ZoaChWrFhh0uD38ePHePXqFezs7FCyZEkNo00YK9IpRTp37owNGzZACJGsdBcuXEDz5s3h7++fTpG9nwwvHWvXrkXXrl21Due9x5dASiuPHz/G+PHj8c8//yA2NlZdHt+t2/h6rCgK+vTpgylTpqBQoUIWiTUpUkr8888/mDFjBi5fvmx2uooVK+L7779Xe0npTWZoOOPh4YEePXogV65cePjwYZyK9FatWmH//v0mx50QAsOGDcO8efMsHW6SMlNF4ZUrV7B48WIcPXoUt2/fRnBwsMm1ID5CCM2Oq8WLF2PChAl49uwZgLfnx4ABAzBz5kw4ODgAAAYOHIgVK1bESWtlZYWff/4ZY8eOtWjM75MdO3agQ4cOcHBwwMOHD5E9e3aT7/v37w93d3cAb6/Zhmvu1KlT8eOPP1o83rTm7u6Ofv36Wfza26RJkzTfppa9hkuWLIny5cvD1dUVHTp0iHPPyEgmT56McuXKZfh8vOt9fxfRstFMehT8CSFw69atNN9uWgkICMDhw4fjLdxt1KgR8ufPr3GE8QsJCYGPj0+SDXtr1qwZb6NAPbC1tUVUVBSAt8eJjY0N2rVrh379+uGTTz7R5btTQlJy3bp+/TrKly8Pa2trREREpHOEqePn54d58+bBy8sLjx49AgAUKlQIDRs2xLBhw3Q7qsDz58+xevVqk3eRpO4RWlyzsmTJkubb1PKdKiGhoaFwdXVVpzQwvJ/Hd+4cP34c9evXhxACV69e1V2D5RcvXmDVqlW6P7aSsmTJEsyfPx9+fn7xltPFR4/HVnR0NHbt2pXs/aHHUYwyyz4BgO3bt2PEiBHqfQMwPe8NChYsiHnz5qFDhw6WDjFJ8+bNw7hx4/DmzRsA/ytnePeatWbNGvTu3Rt2dnZ4+PChPhsGSqIUEELIgQMHJivN+fPnZe7cuaWiKOkUVfI9f/5cvnz5MllpQkJCpJeXl/Ty8kqfoFLA0dFRKooiz549q3UoJN+eH4qiyEuXLpmd5vr161IIIa2trdMxstSJjY2VZ8+elStWrJAzZsyQkydPlpMmTUr0o0fR0dFy48aNcujQobJevXqyYsWKsmLFirJevXpy6NChcuPGjTI6OlrrMOXp06dlgQIFpKIoUgihfnLmzCkrV64s69SpIxs0aCDr1KkjK1euLHPmzGmynqIoskCBAtLb21vrrMgXL17IBg0aSEVR4uQnqY8hTcOGDeWLFy+0zkocKTnfb968qabTg/79+yd4X9+5c6caa5EiRWSnTp1k4cKF1WXHjx/XIOKEbd++XSqKInPkyCFfv34d5/t+/fqZHIeGf//yyy8aRJu4WbNmSRsbmxSdM1r47bff4j3HFUWRrVu3lrGxsfLXX39NMvY5c+ZoEv/7YPjw4VIIIXv37h3nu6NHj6r7wMHBQVavXl1mzZpVCiGklZWV9PPz0yDitOXm5qbJOWL4zeScx4mdI1rfP4yvnTlz5pQDBw6UR44c0Sye1DDkxdHRUQ4ePFgePXpU65DSREqeTXx9faUQQmbNmjUdI7MMw7meJUsWi/92cp9vzVmul+fFdz18+FB269ZNfVaJ72NtbS27du0q7927p3W4Ki8vL/npp59Ke3v7BOM2/tjb28u2bdvq8jr34sULOXfuXOni4hLnGCpSpIgcP368vHnzptZhmiUl163t27dLIYQsUKBAOkaWOEO5x7NnzxJcZ9y4cTJLlixxzm/D/7NkySLHjBljwajNs2bNGpkzZ85kv8Nrcc1Ki2csPeQjKW3atFH3RZ06deTo0aMTPXeqVKkiFUWRv/76qwbRJszDw0Mtx9b7sZWQ6Oho2b59+xSXcenJ0aNHZfHixU3ufXp/H4lPZtonUko5Z86cOGVXJUuWlB999JH86KOPZMmSJePcU2bPnq112CYmTJigxmhnZydr1aqV4DUrJiZGFixYUCqKIhcvXqxRxInTb59/0r3ly5fD0dERM2bMSHLdM2fO4JNPPkFgYCBy5MhhgegS9vjxY0yYMAGbN29GUFAQACB//vzo2rUrxowZgwIFCiSa/s6dO2jUqJFuehICQIkSJeDr64uXL19qHUqayEwt4cx17949AEDOnDk1jiR+7u7umDRpkhqnuSZMmJBOEaXM3r17MXjw4ARb8/33339YvHgxChcujMWLF+OTTz7RJM7AwEB06NBBHb3jk08+Qd++fdGwYcNEr1FPnz6Fl5cX3NzcsG/fPvj7+6NDhw7w8/ODk5OTpcI3ERMTg9atW8Pb2xtSSjg5OaFr165o2LAhypcvjyJFiiBbtmywtbVFREQEQkJC8ODBA1y9ehVeXl7w8PDAy5cvcfToUXz66ac4duwYFEXRJC9pxdCjOD1azqfE2bNnIYRAw4YN43y3fPlyAEDZsmVx+vRpZM+eHUFBQfj4449x9epVLF26FB9//LGlQ07Qvn37IKVEu3bt4vS2PXbsGNzc3CCEQNasWVG2bFlcvXoVYWFhmDBhAtq2bYvKlStrFLmpvXv34rvvvgPw9tr04YcfokaNGsiVK5cuj//r16+r13tHR0d07doV2bNnx7Zt23Djxg3s3bsXmzZtwowZM5ArVy5MnToV7du3R968efHo0SN4eHhgypQpePPmDcaNG4fu3bvrqgdbYGAg7ty5gyxZsqB06dJq7/qkBAUFYdu2bQD0MZT4yZMnIYRA48aN43y3ePFiAG97R504cQKFCxfGgwcPUK9ePTx8+BCLFi3CX3/9ZemQM4UGDRpkqF6B5pJS4vXr11i+fDmWL1+O4sWLo0+fPvj88891OxxfQoKCgrB06VIsXboUJUqUUPNRokQJrUOzmD179gAAChcurHEkaUdqMPiiq6trot+fP38evr6+kFLC0dERLi4u6v3O398f58+fx8uXLyGEQLVq1VCtWjVLhJ1sx44dQ9u2bfH69etE/87R0dHYuHEj9u3bh507d6JevXoWjNJUZGQk+vfvj7Vr1wIw//gIDw/Hrl27sGvXLvTs2RPLli2DjY1NeoZqtly5cmHkyJEYOXIkzp8/j+XLl2Pt2rV48eIFHj58iF9++QW//PIL6tevjwEDBqBz585mT0WV3gzTY73L29sbz58/TzRtREQEbt26hZkzZ0IIgQ8++CAdIjTPxIkTIYRA586dkSdPnjjfT5o0Cb/88ov6/xw5cqBs2bIQQuD69esICgqClBLTp09HtmzZMH78eEuGn6CDBw+id+/e6nlSrFgxVK1aFY6Ojrp8F/n555+1DiHdbdq0Cbt374YQAosXL8bAgQMBADNnzkwwTadOnXDx4kV4eXlhzJgxlgo1UadOnULPnj0RGxsLKSUKFSoEFxcX3b7nJmThwoXYvn07gLd1Cv369dP1+3pCrl69ipYtWyIsLAxSStjY2KBMmTIZLh9A5tknwNvzZNSoUZBSIkeOHBg3bhz69esX5z7z/PlzrFixAr/88guCgoIwevRofPTRR7qY9vfMmTOYOnUqAKB3797466+/kDNnzgT3haIo6NKlC/766y/8+++/GDRokCXDNY8m1feU4U2bNk1tQTJt2rRE1z19+rR0cnKSQgjp6OgoT548aaEo47pw4YLMnz9/gq2/c+TIIVeuXJnoNi5evKi71kqTJ0+WQgj59ddfax1KqmXElnD37t0z+Rji8fT0jPPdu5/r16/LPXv2yJo1a6q9bvVm7NixZrfme3c9PVm5cqXaEtwQX4kSJdTWfCVKlDD5LkuWLHLVqlWaxDphwgQphJA2NjbSw8MjRdvw8PCQ1tbWUlEU+fPPP6dtgMmwcOFC9dgYPny4DA0NTVb60NBQ+cUXX6jb0FvLxMRagCfk33//lUIImSdPnnSMzHyFChWSiqLIEydOmCyPiYlReyH8/fffJt/Nnz9fCiFk+fLlLRlqkmrUqCEVRZHLli2L893nn38uhRCycOHC8sGDB1JKKe/fvy+LFi0qFUWRI0aMsHS4Cfrkk0+kEELmypVLHjt2TOtwkjRq1CgphJBOTk7yzp076vLQ0FDp4uIiFUWR+fLlk9myZUuwZ7OXl5d6jZ4+fbqFIk+cr6+vbNq0qbSyslKfSWxtbWX79u2lr69vkukNz4xa9IqMT5EiRaSiKPEeU3nz5pWKosjff//dZPmMGTOkEEJWqVLFUmGmG616pGc2hr9hr169pLOzc5yedYqiyHr16sklS5bIoKAgrcNNlCFu41F9jPNRv359uWzZsnhHONGTfv36mXwM+ejYsWOc79799OzZU9apU0fN86BBg7TOTqrp9VxftmyZtLGxkUWKFJEeHh4yKioqzjrR0dHSw8NDFitWTNra2sqlS5dqEGniHj16JB0dHdVzpnXr1nLjxo3y/v37MiIiQkZERMj79+/LTZs2yTZt2qjrOTo6ykePHmkW96effqq+61lZWcmWLVvKX3/9VW7ZskX6+PjIK1euyNu3b8srV65IHx8fuWXLFvnrr7/Kli1bSisrK/WYatu2rWZ5MEdkZKTcuHGjbN26tUnchmvd4MGD4zzza+Hd62181+CkPob1t2zZonk+4nsXvH79uvps6+joKFetWmUy8l10dLRctWqVWl5qbW2tm9Ebmjdvrj7b7969W+twSErZtm1bKYSQffr0MVme2DFoGLWhWLFiFooyaR07dpRCvB0BZ/Xq1VqHk2K1a9eWQghZqVIlGRgYqHU4KWYoI7GyspLTpk2TwcHBWoeUYplln0gpZdeuXdVnJ3PKGi9fvqyO8tC1a1cLRJi0vn37SiGErFu3rsnyxK5Za9eu1WU5owEr0inFDIWmiqLIBQsWxLvOiRMn1JesXLlyydOnT1s4yv8JCwuTZcuWVR/QCxUqJLt06SLbtWsn8+bNa/Lgnlhhuh4r0oOCgmTx4sWlra2t9PT01DqcFLty5YrMli2b+lJka2srK1euLBs0aCAbNWqU5Ecr8b3QJfcl0PCJr/JHSydPnlTz0qJFC+nr6yvPnTunLouNjZXPnz+Xe/fule3bt5dCCFm/fn359OlTrUM3cffuXWlnZyeFENLBwUFOmzZN+vv7x1kvICBA/vLLLzJ79uxSCCHt7e01eZmtWrWqVBQl1UO8/fDDD1IIIatVq5Y2gaVA/fr1paIosnPnzqnazmeffSaFELJBgwZpFFnKZMaGM4YhOc+fP2+y/MyZM2r+7t69a/LdkSNHpBBCZsuWzZKhJimzVBQapsLJKMOcGxowjBo1Ks53hpchRVHkyJEjE91O9+7dpRBCtmzZMr1CNduhQ4ekg4NDgo0vra2t5eTJk2VsbGyC29DbM6OdnZ1UFCVOIwDjOK9evWry3aFDh6QQQubIkcOSoZpIyfNUUoXulHLGhR8xMTFy3759slevXjJbtmxxnoHt7e1lt27d5K5du2RMTIzWocdhiPXChQtyz549skePHuqUBsb5yJo1q+zRo4fcs2dPoue8VlJbIWVYP3fu3PL27dtaZyfV9FiR7u3tLa2trWWhQoXMqkx+/PixLFiwoLSxsdHFNE3GRowYoRa6//PPP0muv3r1arUy8csvv7RAhHEZP4u0a9dOPnz4MFnpHzx4oFZiKYoi169fn06Rpq3Hjx/LX3/9VZYrVy7OdaFixYpy5syZ8b4TW4I5jfST+hQpUiTBskhL5iOhCoFvvvlGLddK7Dw+deqUtLW1lYqiyJ9++ik9wzWboULmzz//1DoU+n+GIY937dplsjyxY9Db21uttNYLQ+e2yZMnax1KqmTPnl0qiiLXrVundSip4uzsnOB7fEaTWfaJlP8735MzLYNhGj0tpzsxZhh6fu3atSbLE7tmnThxQgohZPbs2S0VZrKwIp1SxdDiPUuWLHEuVMePH1db9+fOnVueOXNGoyjfWrx4sXqyjho1SkZGRqrfRUVFyXnz5qmV/oqiyB49esQ7T7LeCkUNbty4IatVqyatrKzkoEGD5KFDh+SLFy90WdiTkIzaEi4tXgLt7e3lDz/8oHVW4nB1dZVCvO25beg1kdg5YOil+sEHH8iIiAhLh5sgw0ts9uzZ5blz55Jc//z58+pD2Lfffpv+Ab4jR44cCVYGJsexY8c0rwAxVF7u27cvVdvZt2+fFELIvHnzplFkKZMZG84YjvV3G2LNnj1bCiFk0aJF46QxNKixs7OzVJhmyagVhe8yzNvp4+OjdShmcXJykoqiyB07dsT57v79++rfPqkeLWvWrFELRrX06tUrWbBgQfX8rlWrlhw9erQcOXKkrFatmsl53759exkeHh7vdvT2zGhorHjo0CGT5YaRQ/Lnzx8nzfnz56UQb0dI0UpaPGe92xCCUi6hwo/g4GC5YsUK2bhx43jvjwUKFJCjRo0yazQHS4kvL69fv5ZLly6VDRs2jDcfBQsWlKNHj5YXLlzQMHJTxYoVk8WLF1c/hnidnZ1Nlr/7KVGihKxQoYJs0qSJHD9+vKa9haXM3I1mevbsKRVFkfPmzTM7zV9//SWFELJHjx7pGFnyGQpGhw0bZnaaYcOGSSGELFmyZDpGljDDSD9NmzZNcflITEyMbNy4sRRCyE8++SSNI0x/e/fuVQvmja9pNjY2slu3bma9I6elw4cPqx/Ds7iiKHLFihUm37378fLykqdOnZL379+3aLwJSaxCwDAqkzkjfQwYMEAK8bZTgh4YyiO0Lsel/zE0fn/3XE3sGDQ0jNfTO7uh0cipU6e0DiVVDGUolr52pjXD/sgIo+AlJbPsEyn/V66VnFGdDR3h9HK+G8q0zp49a7I8sWuWoZxRy7KHxHCOdEqVpUuX4tWrV9i6dSv69OmDnDlzomXLlupctsHBwcidOzf+/fdfTectAoDNmzcDAFq0aBFnDhkrKysMHz4crVq1QqdOnXDhwgWsX78ewcHB2LhxI2xtbbUI2WzG8+xKKbFs2TIsW7bMrLRCCN3M9X7w4EEIIfDVV19h7NixWodjthUrVpj8v1+/fhBCYMqUKXB2dk4wnRACdnZ2KFiwIFxcXMyec9WS/vvvPwghMHLkSFhZJX3LGDZsGA4ePIjNmzdj/vz5+Prrr9M/SDPs378fQgiMHj3arGtRtWrV8N1332HixInYt28fZs2alf5BZlJv3rwB8HYOv9QwzPEeEhKS6phSQyYwn2JCy+NjZ2eHkSNHon///mkVVqoUK1YMly9fxqlTp9C0aVN1+Y4dOyCEQIMGDeKkCQwMBADkzZvXYnGaw3A/NMRncOzYMQBv4y1XrpzJd4ZjKzw83AIRmsfZ2Rm3b99GZGSk1qGYxXCeFypUKM53BQsWVP+d2D0RAEqVKgUg7v6ztGXLluHp06cQQuDPP//E8OHDTb7ftWsXRowYgXv37mHHjh1o2bIlduzYocv7uDFnZ2fcvHkT58+fR6NGjdTlu3btghAC9evXj5MmKCgIAOKd99NSxP/PL16gQAGULVs2xdt5+vQprl27llZhpYvY2FgEBgYiNDQUzs7OJs/4eufg4IC+ffuib9++ePDgAf755x+sWrUKV69eBfB2/ufZs2dj9uzZqFKlCvr27YuePXsiX758GkduKnv27BgwYAAGDBiAe/fuYeXKlVi9ejWuX78O4O1xNGvWLMyaNQvVqlWDq6srevbsqen98O7duyb/V/5/7sH9+/ejYsWKGkSUMsl5lspojh49CgDJmrPyww8/BPC/Zxi9ePz4MQCgS5cuZqfp0qULFi5cqKa1NF9fX7WcwXBPSS5FUfDNN9/g8OHD8PX1TeMI08+RI0ewYsUKbNy4EaGhoep5li1bNrx58wZRUVHYsGEDNm7ciOHDh2P27NkWmUu2YcOG8S6vXbt2hrpuJcZwbf7000+TXLdt27ZYvny5bp5TSpUqBV9fX83fvel/cubMiRcvXuDx48dml6/fuXMHgLbP8e8qWLAg7t+/n+JrsV6UKVMG58+f1/y9NbXy5s2Lx48fw97eXutQUi2z7BPg7Xly7969FKfVAxsbG0RERODVq1dmp/H39wcAODo6pk9QqcSKdEoVRVGwbt06tG7dGgcPHkTnzp0xadIkTJw4ESEhIcibNy/+/fdfVK1aVetQ1ZenQYMGJbhOyZIlceLECXTu3Bl79uzB7t270apVK+zYsQPZsmWzYLTJ826hQ0YthHj+/DkAoGPHjhpHkjyurq4m/+/Xrx8AoEOHDhn+JfDJkycAgEqVKqnLjF+so6KiYG1tbZLm888/x6ZNm7B+/XrdVKTfv38fANCsWTOz0zRv3hwTJ05U01pS8eLFcfHiRezatQt169ZN8XZ27typbk8rhQoVwp07d3D69GnUrFkzxds5ffq0uj0tZcaGM40bN8alS5fw119/oWPHjqhQoQK2b9+Ow4cPAwBat24dJ83FixcB6Och3SCjVhS+q23btpg7dy6OHz+Ojz76SOtwkpQzZ0618u9dxo2wkmqQZWi4GBsbm7YBJtPOnTshhEC3bt3iVKIDQJs2bfDxxx+jZ8+e2LdvH44cOYImTZpg7969qW40lJ7q16+PGzduYN68eejduzfy5MkDb29v7N27FwDwySefxElz5coVAG8rsbVSpkwZ3LhxA+XKlcPBgwdTvB13d3f1GU1PYmJi4ObmBjc3N3h7eyMqKgpCCFy4cMHkOXLnzp04cuQIcubMiXHjxmkYcdKKFCmCsWPHYuzYsfD29oa7uzvWr1+PFy9eAAD8/PwwatQofP/992jRooX6vKI3xYoVw08//YSffvoJp06dwsqVK7F+/Xq1gM7X1xfffvutmg9XV1d07tzZYvF9++23AIAxY8aYNEho2LAhhBC6fn+NT2ZuNPPs2TMAQEREhNlpDOsa0uqFk5MT/P39kTNnTrPTGNY1NF60NEMhbmrfIwzpk1MorIUHDx7A3d0dbm5uakWalBJCCDRv3hwDBw5Ehw4dcO/ePSxbtgxLlixBYGAg5s2bh1KlSmHkyJEWj9kQZ1KNLjMSw3Nx0aJFk1zXsI7hvURr3bt3x/nz57Fv375435/05siRI+my3fgalGulbNmyOHHiBHx9feN9P4/P1q1bAQAuLi7pGFnyNGvWDMuXL8eZM2dQq1YtrcNJse7du+PcuXPYuXMnmjRponU4KVavXj14eHjg4sWLqF69utbhpEpm2SfA2/Nk2bJl8PLyMrsRpqH8Ti95L1q0KC5duoQbN26gcePGZqUxvOu/2/lFN7TrDE+ZyZs3b2Tt2rXV4RmEEDJfvnzSz89P69BUCc0BG5/o6GjZq1cvNT8ffvihfPnypZRSf8N0SinlxIkTU/XRi8KFC2eK4aMMw46FhoZqHUqqGYb5MT5vjIfpjW8ISMPwUXny5LFkqInKmjVrsoePOn36tBRCmzmgf/rpJ3U4m02bNqVoG5s2bZLW1tZSURQ5YcKENI7QfIMHD5ZCCFmwYEF5586dFG3j9u3bskCBAlJRFDlkyJC0DTCVEhuWKKO4fv26eq4riqLOz20YYju+aRratGkjFUWRAwcO1CDihBmGRSxVqpR89uyZlPLtuWw4F5YsWRInjWFY6+rVq1s63AQ9evRI5smTRxYoUEA+efJE63CSVKFCBakoivTw8Ij3e3PPk8OHD0shhCxWrFg6RGk+w5QUO3fuTHS9mJgY9RqnKIqsXLmyyf7S2zPjmTNn1Hlqs2fPLmvUqCHt7e3VaZhev34dJ03Xrl2loiiyd+/eGkT8lmHqn5w5c6ZqO3qcN9nf319+9NFHJkOIJ3S++Pn5qd9pOWRhSu97UVFRcuvWrbJTp07S1tZWF0PtpyQvkZGRcvPmzbJDhw7SxsbGZL9lyZIlHaONK6H4DcO237hxw6LxpFa5cuWkoiiycePGqdqOHs/1IkWKSEVR5Lhx48xOM3bsWCmEkIULF07HyJKvbdu2UlEU6ebmZnYawz5p27ZtOkaWsGLFiiU75visWLFCF88p8QkPD5dr1qyRzZs3V+/1hmtTkSJF5IQJE+Tdu3fjTfvq1St12PpKlSpZOPKMLbH7iOG4S2x+dAPDXNapfdZJK8HBwbJSpUoyW7ZsZsWvtZROtZbYx9L39KT88ssvarlKWFiYujyhY/DIkSPSyspKKooiFy9ebOlwE3T16lWZNWtWWapUqQwznWd8wsPD5QcffCDt7OzkkSNHtA4nxQxlJdWrV1en88yoMss+kfLteZItWzbp5OQkr127luT6165dk05OTtLBwSHOVIZa+frrr6UQQrq4uJgsT+ia9fDhQ+no6CgVRZFTpkyxZKhmY0U6pZkXL17ISpUqqTf2y5cvax2SCQcHB6koijx69KjZaQxzeSmKIj/44AP57Nkz3RWKZibdu3eXiqJId3d3rUOh/2do3GD8EBIREaE+kL87p7KUUu7cuVMKIaStra0lQ01UmTJlpKIocvbs2WanmTNnjhRCyDJlyqRfYAl4/vy5OoedoiiydevW0sPDQ/r7+yeazt/fX3p4eMhWrVqphSeFChWSL168sFDkcV28eFGtpHV0dJTTp09PMh8G/v7+8vfff5eOjo7qXD96q7DOLA1nPDw8pIODg0mFgJOTU7xzZT158kRtnLZmzRoNok1YRq0ojM/x48dl3rx5ZYkSJeSuXbu0DidRhoYVv/32W7zf3717V969ezfJl/O///5bCiFk7dq10yNMsxkaXpjT+FJKKceMGaM+G5YpU0adt1OPz4x//PGHzJIli8m5bmNjIzdv3hxn3VevXqnzqi9dulSDaN8yzBOsKEqq3i/0VrkWHR2tNkTOkiWL7Natm3oOJFQo/+GHH2reQC4tGpAFBgbK+fPnyzp16mS4inRjL168kH/99ZdJg3JLSij+jNrILzM3mnF1dZVCCGlvb2/WPKTHjx9X55Z0dXVN/wCT4d9//5VCCFmxYkUZEhKS5PohISFqg7v9+/dbIMK4evfurb7XBQYGpmgbgYGBsnTp0rp7Zjx16pQcOnSodHJyUt8dDff2Tp06yd27d5s1L/yRI0d0NbdqRmG41ri5uUkvLy+TT926daWiKHL9+vVJbmf79u1qY2C9uHfvnvouNXbsWOnr62tSgasnxs+1afXR0z1ESimDgoLUBu9t2rRRy3jevedHRUXJxYsXq/PcFytWTEZGRmoZehxbtmyR9vb2snbt2vLixYtah5Ni/v7+sm7dutLW1laOHj1anjt3TrfnSGL+/vtvmSVLFtm2bVu1M0JGlVn2iZRS7tmzRzo5OUknJyc5e/bseMt1AwMD5Zw5c2Tu3Lmlk5OT3L17twaRxu/mzZtqueHkyZPV5fG9p1y9elVWrlxZCiGkg4ODDAgI0CLkJAkpM+gY0GQRyZ2/9fHjx/j3339Rt25dlC5dOt51hBBmz9+dlipVqoSrV69i4cKFiQ7v/q4ffvgBM2bMgBAC5cqVw5w5c9CyZUsIIRATE5OOEb9/vL29UbduXVSpUgWnTp0ya07ujODWrVs4ceIEnj59itDQUHzxxRe6GkI4MS1btsS///4b57z54IMP4OfnhwEDBmDx4sUmabp37w4PDw8UL14ct2/ftnTI8RoyZAiWLFmCfPny4ezZs0kO6/f48WPUqFEDAQEBGDRoEBYuXGihSP/n1KlTaNeuHZ49e2Yyf1TOnDlRuHBhODg4wMbGBpGRkXjz5g0ePnxoMhSclBJ58+bFjh07ULt2bYvHb2zJkiUYNmwYYmNj1byUK1cO5cuXTzAvV69eVYfllFJCURQsWrQIAwYM0DIrmVpAQAB27dqFp0+fomDBgmjXrl28w1Tv378fa9euBQDMmTMnWUN7WsLs2bMxevRok+HBra2tsW7dujhThwQFBcHZ2RlhYWFYvHixbo4vw3Bcjx8/xvXr1yGEgKOjI8qUKYOsWbMmmlYIgQMHDlgiTNWkSZMwadIkdOzYEZs2bUrxdj777DNs3boVffv21eRZ0cDR0RHBwcE4ePBggnN4vuv333/Hjz/+CCEEihQpAk9PT0RERKBKlSq6e2b08/PDxo0b1XO9R48e8Q6ftm3bNsyZMwcAsG7dOuTPn9/Ckb516tQpfPTRRxBCYMWKFejTp0+KtmMY2l0v+2P58uUYOHAgrK2tsX37dnVofUVRIISAn59fnCmCfv31V4wbNw6NGze2+HlukFh8KXHz5s0E3xvTW1rm5erVq1i1ahWmTp2aRtElzcHBAWFhYTh06JDJ8LNpvY8sZd68eRg5ciSEELh48SIqVKiQou3o7VwH3h4fLi4uiIyMhLW1NYYOHYq+ffuiWrVq6rOxlBK+vr5wd3fHggULEBkZCVtbW5w7dw7ly5fXOAemDPf9mjVrYvHixQnO1+vr64vBgwfDx8cHP//8MyZMmGDZQP/fiRMnUL9+fUgpUbRoUUyfPh0dO3Y0q7whOjoamzdvxpgxY3D37l0oioJjx46pc9hryVDGBfxver+yZctiwIABcHV1NZnyISm3bt1CmTJldHHeBAcHw9PTE76+vnj+/DnCwsISnb5QqzJG4H/X28SMGDECc+fOTXSdiRMnYvLkyahfvz68vLzSMsRUuXTpEpo0aaJOw2gOIQSio6PTMaq40utvZu57gKUcOHAArVu3RnR0NOzs7NCwYUPs3bsXQgi0atUKkZGR8PHxQVBQEKSUsLOzw+HDhzUvDzJmqGe4cOECzp49CyEEqlSpgvLly5v1nqvlO6KxLFmyqP+W/z91hrm0OEcSMnnyZADA3r17cfLkSdjb26N58+Zm7Q8AmtzXjf/2Ccko+ySpYdgfPXqEGzduQAgBIQRKlCiBfPnyQQgBf39/3LlzR70/li5dGs7OzpqUByVk5syZ+P777yGEQK1atdCpUyeMGTMGQghMmDAB1tbWOH78OPbv36+W3+mpXC4ObervKaNI6+FxtGzV17NnTymEkJ07d0522ilTpqixG3pG6q11YmaRmVrCnTlzRtavXz/OefBu75B58+bJvHnzytKlS+uupejUqVOlEEL26NHDZLlhWKksWbLICRMmyIsXL8pTp06ZjOLwxRdfaBR1XH5+fmov1cKFC8sNGzbI6OjoOOvFxMTIDRs2yKJFi0ohhLSystJ0iooHDx7Izz//PE7vwYSur8ZDi/bp00c+ePBAs9jftWvXLlmqVKkk8xFffkqVKqWrlpXJdf78eTl+/Hg5dOhQ+fvvv8uHDx9qHVKmd+HCBTlhwgQ5ePBg+fPPPyc4vNXWrVtlo0aNZKNGjeTTp08tHGXCjM+P5PSa0Or5ZNeuXeooBub0eorPkydP1NErUjv0ampVq1ZNKooi586dm6x0f//9t7rfChYsKNeuXctnxjQQEREh+/btK/v27Zvg9AHmePr0qTqKiB40a9ZMKooiv/zyS5PlifUm3rNnjxRCSGdnZ0uFGUdG7e0cn4yeF8O1asCAASbX3oyar5MnT6qxp2aEMj32SJdSyvXr10tra2uTe7ydnZ0sVKiQdHZ2lnZ2dib3fmtra7l27VrN4p00aVKin1q1aql5qVatmhw4cKAcO3asHDdunBw4cKB6fCqKImvXrq2m08rPP/9s8rd3dHSUrVq1kt98842cNWuWXLRokVyxYoVctGiRnDVrlvzmm29kq1at1GFGDc9bepoazxBT1qxZZZ8+fVI1lG1AQIB0dXWVffv2TcMIkycmJkZOnDhRZs+ePUOUMUppXk9oZ2fneMsejBnOl++++85CkSdtzpw56kiEGbknd2Zz7NgxWbx48QTLVAzLixYtKk+ePKl1uHG8G7O59Q56O7aSO8KBXs+RlO4Pw0ermNP6o2VeErrGZqTyoMRMnz5dnQ4rsfPbyspKzpkzR+twE8Ue6ZSo4sWLJ6sFj7nu3LmT5ttMyrJlyzBo0CDY2tri4cOHyJ07d7LSz507F99++y2A/7Vs0rqlblIeP36M8ePH66rVHvC/Fm8JyUgt4RKyc+dOdOnSBZGRkSatp0U8vUOCg4NRqFAhhIaGYuPGjXF6TGrp0qVLqFKlChwcHPDw4UPkyJEDABAaGorKlSvj7t27ca4RUkrkypUL58+fR+HChbUIO16GXlyGeB0dHVG9enWT1nxnz57Fq1ev1H32yy+/YMyYMVqGDQDw9/fH9u3bcezYMVy+fBkPHz5EcHAwwsPDYWdnh+zZs6Nw4cKoWLEi6tWrh3bt2mnWczAx0dHR2LJlC7Zu3Ypjx47hwYMHCa5bpEgR1KtXDx06dDC7x4gWvL29MXz4cFhZWWH37t1wdHQ0+X7RokUYPny4yXXAwcEBGzduRPPmzS0cbfwMrWA///xz9OvXT+NoCAAaNWqUquevQ4cOpWE05jE8E5nTQjw+27Ztw9atWwEAM2bM0HTklv79+8PNzQ0tW7bE7t27k5X2n3/+Qf/+/REbGwtra2tERkbq5pnx/v37AABnZ2ez91NsbCwePnwIAChatGi6xfY+yp8/P54/f459+/ahWbNm6vLEehOfPXsWNWvWhK2tLcLCwiwdcpLxZTQZPS+GXsFCCBQoUAAlS5aEtbU1Dh8+DCEEatasiWzZsiVrm0LDXiyRkZEYMmQIAKB169bo0qVLirbj7++v9tLVW29Cb29vfPHFFzhz5kyi61WvXh3z58/XtBehYkZPWyDxXl/xfafl/XDRokUYM2aMOoqXufkD3o4K9vvvv2Pw4MHpGmNy1KhRAwMHDkSvXr3U9/SMrE+fPli9ejWklMiSJQty586NgIAACCFQuHBhvHz5Em/evAHwdt/lyZNHLSfSoowRML8ndO3atWFvb5/gNho3bgwA2LhxIzp16pRm8aXU7t278emnnwJ4ey2oV68eqlWrBkdHRyiKkmT6n3/+Ob1DfK9FR0dj3bp12L59O3x8fBAQEICYmBjkzp0bLi4uaNeuHVxdXWFjY6N1qHGktp5Bq3P9XZMmTUpVer2cI+acz4kxHgXQUlL7t0+IFvskteU+CdGiPCgxV65cwcyZM7Fz5048e/bM5LucOXOidevW+PHHH1G5cmWNIjQPK9LpvREQEABnZ2fExsbihx9+wC+//JLsbaxYsQKDBw9GTEyMbgpFE2OoBNVbrGnxUh4fveTxyZMnKFu2LEJCQlCpUiXMnDkT9erVQ/bs2RMsrOvVqxfWrVsX71DpWvPy8kJ0dDRcXFxMhnm+d+8eevfujePHj5usX7lyZfzzzz+oVq2apUNN0vz58/H9998jNDQUQNzCE8MtMWvWrJgxYwaGDRtm8RjfJyEhIfE2CnB2doaDg4PW4ZllwoQJmDp1Klq0aIG9e/eafHfnzh2UL18eUVFRcdI5Ojri2rVryJs3r6VCTZC1tTViY2Ph6empFuJkVIah4lq1apXiAniiNWvWoHfv3siSJQvu3r0LZ2fnZKXfvHkzevbsiaioKF01vlQUBYqi4MKFC2ZXGhqGelUURTdDEGYWtra2iI6Oho+PD1xcXNTliVXuent7o06dOsiaNatamWBp9+7dA/C2QYZeG7mZy1AQN3z48Awz7ZKx8PBwNG3aFCdOnEj1toQQurpeZXY+Pj7w9PSEn58fAgMDAQBOTk6oUqUKmjVrhlq1amkcYeoL1xOiRaG7sZcvX2Lp0qXYunUrTp8+nejxniVLFtSuXRsdOnTAwIED4eTkZMFI3y/79u1Dq1atIISAq6srZs2ahUePHqFq1aom16Vr165hwYIF+Pvvv1GqVCls3bpVd1MfJNerV6/Uxh2FChWCtbW1xhEBjRs3hpeXF5ydnbF7925UqVJF65CIiCgTuH//vknjn5IlS6bbM2day9hvvkTJkC9fPixYsAD+/v7Jbplv0K9fP+TKlUvtMUUpZ24bnozY1mf27NkICQlBsWLFcPTo0Tg9VOPTqFEjrF27NsneCVpIqCeHIX/Xrl3DpUuXEB0djTJlypgUBuvNF198ga5du2LFihXw9PTExYsX1cKrXLlyoXLlymjWrBn69euXIQtUM5ps2bLFOy9vRmLo9dWyZcs43/3999+IioqCvb09Vq9ejaZNm2Lfvn1wdXVFUFAQFi5ciJ9++kmDqE3ly5cPT58+NetapXfu7u4AgG7dumkcCWVkn376KWxsbBAZGYlp06Zh/vz5yUrfqVMnbN++HZ06dVIbbulFSp+rMuLzmN7lypULAQEBePDggdnPTjdu3AAATRthFStWTLPfTmt66Q2UUnZ2dvDy8sKGDRvg6emJR48eISIiAl5eXhBCoEaNGil+76X0VbNmTdSsWVPrMBKldYV3enFycsLo0aMxevRoREVF4fr16wmO9lW2bFldVGq+D1asWAHg7bzvy5cvB/B2hMV3lStXDnPmzEHTpk3RqVMntG7dGufOnUPOnDktGm9acnR01N172IULFyCEwOTJk1mJTkREaaZo0aIZdqQ7VqTTe2XgwIGp3kb76XD7YQABAABJREFU9u3Rvn37NIjm/ZVZX8oN9u7dCyEERo0aZfYLkaEVtV6GKUqOcuXKZajK0Dx58qiFJ0Sp9ejRIwBA1apV43y3bds2CCEwZMgQdOjQAQDQuXNnnDhxArNnz8bevXt1UZFerVo1PH36FNevX9d1Qxhz5M2bF8+ePdPl1AaUceTIkQNbt27FixcvUlyA3qJFCxw4cCDOSBUZjaECPaO0Es9IKlWqhICAAHh7e6Ndu3ZmpVm/fj2EELrorUr6YGVlhR49eqBHjx7qMsP56ubmliGHrM+MOLWGPllbW6NSpUqoVKmS1qG8906ePAkhBIYPH27W+m3btoWrqytWrFiBP//8UxfvVJmJYQSADz74QNtA0lBwcDA8PT3h6+uL58+fIywsLNGGonqbIpOIErdy5UoAQIcOHcye7uTNmzfYvHkzgLfTixAlhhXpRERpzDDkZXLmtDPc5LUappOIUsYwv0/u3LlNlj969Ai3bt2CEAJdu3Y1+a5FixaYPXu2On+n1gYOHIi9e/di4cKFGb4nd8WKFeHl5YV79+5lqoIfsrz4RplIrjp16qBOnTppEI12njx5AgDInj27xpHEde/ePVy5cgUPHjzAmzdvEBYWBnt7ezg4OKBIkSKoUKGCrntPd+jQAQcPHsS8efPw7bffJjlk8MaNG7Fjxw4IIfDZZ59ZKEoiSgvFixdP9tQad+7c0eXUGoaC6nLlymX4e1xmER0djV27duHo0aO4ffs2goODk5yiQQiBAwcOWCjCpAUEBAAAypYtqy4zbnQSEREBW1tbkzSdO3fG8uXLsWXLlgxVkf78+XNcvnwZANCgQQONo4lfmTJlcPbsWbx8+VLrUFItNjYWU6ZMwaxZsxASEmJWGsNUJ3qqSL9z5w4GDBgAIQRWrlyZ5NRTjx49UisGzVlfa9HR0erx5uTklOGmD4qKisLZs2fjHfWyevXqHN3EAvr27QshBGrWrGn2s5a/vz/69u0LRVFYkZ7GgoKCMHfuXADAoEGDULBgwUTXf/LkCZYsWQIAGDVqlC5H1cpYVyWiNLZw4UJ07drVZN5notQyFHQkp+e9YU6sjDIv9OPHjzF+/HjdvVyQKV9fX2zbtg3A27m89SAgIADbt2/H8ePHk6wAqVu3Ltq1a4d8+fJpHXaCIiMjASDOS/nRo0cBAFmzZo3Tc9DQWzo4ONgCESatU6dO6N27N1atWoX+/fvjr7/+0uVDqzl69+6Nw4cPw93dPdOMHhMbG4vLly+bXTAKZNzW1MePH8eyZct4b0lnQogk14mKisKtW7cwbdo0ANDNyDO3b9/G7NmzsW3bNnVEkMQ4OzujQ4cO+Oqrr1CqVCkLRGi+QYMGYebMmXjw4AFatGgBd3f3eAt9AgICMHfuXMyYMQNCCFSuXDlOAy2t3bx50+z7eunSpbUO1yzh4eHqcM9hYWHInj07nJycULhwYa1DS5JhhCu9F5q/bzLL1BqGguq1a9eyIl0Hjh07hs8//1wd9QBI/JgRQqiVhHpkXDZn3IgvICAARYoUMVnX8I549+5di8SWVg4cOIAePXrorpGMsR49euDMmTPYunUrmjRponU4qdK3b1+sXr0aUkpkyZIFuXPnRkBAAIQQKFy4MF6+fKl2aBFCIE+ePMiaNavGUce1cuVKHD58GHXr1jXr/u7s7Izo6GgcO3YM//zzD8aMGWOBKJPnypUrmD9/Pjw9PXHjxg312iWEQJkyZdC8eXMMHTpU16PrhIaGYsqUKViyZEmCDU+cnJwwePBgjB8/XpfHlkFgYKBZ02BmxjoUvT1rxefu3btmjaYB6KOR1urVqzFx4kSUKVPGrPLoAgUKYPXq1bh58yacnZ0xYMAAC0SZTJLIQtzc3KSiKDJLlixah6ISQkgbGxvZtm1buW7dOhkWFqZ1SGnq4sWLUgghFUXROpT3SsmSJaWiKHL16tUmyw374tKlS3HSzJgxQwohZLVq1SwUZepklmPr0aNHsl+/frJ///5ah5Iu3NzcdLOfDH9rKysrqSiK+hFCxPkYf29lZSX79+8vHz16pHUW4lW4cGGpKIpcuXKlyfL+/ftLIYRs1qxZnDQnTpyQQgiZN29eS4WZKHd3d+nm5iarVasmFUWRuXLlkq6urnLWrFly+fLl0t3dPdGPnsTGxspmzZpJRVHkzz//LGNjY7UOKcVCQ0Pl2LFjZd68eU3OiaQ+enrOSi49XbPeVbx4cVmyZEl548YNs9Pcu3dPlihRQpYsWTIdI0vYu8dGfNdYcz8zZ87UJA/Gxo0bJ21sbBK8dyT0URRF2tjYyPHjx2udhTjOnz8vHR0d1TgrVKig/tvFxUWWKVNGZsmSRc1znjx5knUMpqfY2Fjp7u4uK1eunKxjqXLlynLlypW6vD7v2rVL9uvXT5YqVUr9u7/7cXR0lM2aNZNLly6VISEhWodM8di7d69s3LixbNKkidahqBJ7D0zIjRs3pBBCWllZpWNkyefo6CgVRZFnz57VOhSLCwkJkffu3ZP37t3TOhQppZRXrlyR2bJlU+8Rtra2snLlyrJBgwayUaNGSX70pHjx4lJRFHnw4EF1WVRUlLS1tZWKosidO3fGSbN582YphJD29vaWDDXV1q1bp9vnXYPIyEhZp04daWNjI7dv3651OCm2d+9e9W/dr18/GRgYKP38/OL8/a9evSq/+uoraWVlJcuVKyevXLmiYdTxq1+/vlQURf7xxx9mp5kzZ44UQsjGjRunY2QpM2bMGLVsKLFneCsrK/njjz9qHW687t27J8uUKWPWu4miKLJs2bLywYMHWocdr4ULF0oHB4cEy+kMyx0cHOSiRYu0DjdeKXnWunbtmlo3pEdXr16Vffr0UZ+9MlJ50KeffioVRUnWO/iECROkEEK2b98+/QJLBfZIJ4uSOmzhExUVhV27dmHXrl1wcHBAhw4d0KtXLzRr1izDzwfp5OSEPn366La18bsyy1BF9evXx507d7Bhwwb07NkzyfUjIyOxaNEiCCHQqFGj9A+QVC9fvoSbmxt7P6Yzw/yvAQEBJveBHDlyoEiRIsiWLRtsbW0RERGBkJAQPHjwAK9fvwbwdn42Nzc37N69Gzt27EDNmjW1yka8atasiW3btmHZsmXo1asXFEXBixcvsHnzZggh0LRp0zhpbt26BQC6mcfb0LPI4OXLl/jnn3/MSiuE0FXv56NHj+K7777Ds2fPMGXKFKxfvx7dunVD1apV4eTklOS8pHpouQsAYWFhaNKkCU6fPq3LZ6f30b179yCEUEehMEdUVBTu3r2r2XNYQsdOco+prl274uuvv06DiFJuyJAhWLp0qRp7uXLl0LBhQ5QvXz7B+8jVq1dx5MgRXL16FVFRUfjll18QEBCARYsWaZoXY9WqVYO3tzdcXV1x4sQJkyk/fH19TfZV7dq1sWbNGpQsWVKLUE0EBgaiY8eOOHbsGIDkHVOXL19G3759sWzZMmzevFkXvVr+++8/DB8+HBcuXFCXJZSnoKAgHDx4EAcPHsQPP/yAP/74Q1f3QQKePn2Kw4cPZ5h34ITodWqNEiVKwNfXN1MM+ZxcGzZsQP/+/SGE0EVP4l9++QWhoaHIkiULJk2ahJEjR2aYEe7eVaVKFdy/fx+XL19G48aNAQBWVlZwcXHB6dOnsWLFCrRp08YkzYIFCwBA02lcDFMdJMepU6cSTa+He4phiN3BgwejY8eO6NatG7p164ayZcua1aO2aNGiFogyaStWrAAAVKpUCcuXLwfwdnTFd5UrVw5z5sxB06ZN0alTJ7Ru3Rrnzp1Dzpw5LRpvYq5cuQIAqF69utlpDFOdGaYS0Isvv/wS8+fPV5+1KlSogDp16qBAgQIA3t7HT58+jcuXLyMmJga///47QkJC1GGi9SAqKgqtWrXCzZs3AQDly5dHv3794s2Hm5sbLl++jBs3bqBVq1Y4d+6croau/+233zBu3Dh1f+TMmRMuLi4m+Th37hyCgoIQEhKCYcOG4dWrV/j++++1DDtNXLt2DQB08T7yrq1bt6JXr14IDw/PkGVC58+fBwB8/PHHZqf56KOPTNLqjX7OWiIN/Pfff1i9ejU2bNiAgIAABAcHY9WqVVi1ahXy5cuH7t27o2fPnnGG5c0oChUqBDc3N63DMFtmGaqob9++WLlyJbZv345///0XzZs3T3DdyMhI9OnTB7du3YKiKBg0aJAFIyVKf4GBgejQoQP8/f0BAJ988gn69u2Lhg0bqg/m8Xn69Cm8vLzg5uaGffv2wd/fHx06dICfn1+S88haUp8+fbBt2zYcPXoU9erVw8cff4wdO3YgKCgI1tbW6NWrV5w0//33HwDoapjhdx/MM+KDOgA0atTIpOD8+vXrmDJlillp9VIoCgCzZ89WC9kqV66MESNGoEaNGsiVK1eGb+RHlvPzzz+b/H/SpEkQQmDo0KGJTpkhhICdnR0KFiyIjz/+WPNr1d69e7FkyRJ1zru//vorWcMJnzx5EiNHjoSPjw+WLl2Kzz77DC1atEjHiJOndOnSOH78OI4dO4bt27fDx8cHAQEBiImJQe7cueHi4oJ27dol+jxpSTExMWjdujW8vb0hpYSTkxO6du1qVsMGLy8veHh44OXLlzh69Cg+/fRTHDt2TNPr2ubNm9GrVy9ERkYmeO+ztbVFmzZtEBoaihs3buDOnTuIjY1FYGAg+vXrh//++w8LFy60cOTmuXXrFrZv3w5fX1+zhoPU27zJmU1GnlrDoGPHjjh//jx27NiR4Yd8Tgk9PSMfPHgQQgh89dVXGDt2rNbhpEqjRo2wc+dOeHp6Yvjw4ery3r1749SpU9iyZQtcXV3RtWtXhISEwN3dHZ6enhBCaDqd07sNkpNDSol+/fqZLNNLI+XixYur+ZJSYt26dVi3bp1ZafX0TnXy5EkIIUyOqcS0bdsWrq6uWLFiBf7880/89NNP6Ryh+QzTQTo6OpqdxrCunho+HT9+HH///TeEEKhYsSIWL16cYEXbiRMnMHToUPj5+WHevHno1q1bsirl0tPSpUtx5coVCCEwduxYTJw4MU6j/bJly6JBgwb49ttvMXHiREydOhWXL1/G0qVLMXToUI0iN3Xx4kX89NNPkFKiYMGCmDFjBrp06RJnTvfo6Ghs2LABo0ePVqf6bNOmDSpVqqRR5MCRI0fiXe7t7Y3nz58nmjYiIgK3bt3CzJkzIYRQG53oxYMHD9C7d2+EhYXB2dkZo0ePRtasWTF48GAIIeDp6YnAwED4+Pjgn3/+wePHj1GvXr14j0OtBAQEAECSc6MbM5QRG8qPdcei/d/pvabn4Tqjo6Pl3r175eeffy6zZ88eZ+iSMmXKyEmTJulmKMV3GYbXDQoKMjtNcHCw7oblzUxDFXXv3l0dXu3777+Xp06dUo+pXbt2yePHj8vp06fL0qVLq8fZ8OHDtQ7bbJllaHe95sMwZGBqPzNnztQ8f4aheWxsbKSHh0eKtuHh4SGtra3V4br1pkuXLib3DcO/4xvCKDo6WhYoUEAqiiJnzJihQbRx3b17N1UfPUnOcM/xDVemF1WrVpVCCFm3bl0ZERGhdThJ8vLySpPPmDFjdLcvDFIyVNyZM2ekEEI6ODikY2TmS0ke9KBjx45SCCFr1KghQ0NDU7SNsLAwWb16dakoiuzYsWMaR/h+WbhwoXosDR8+PNn7JDQ0VH7xxRfqNhYvXpxOkSbt3r17MkeOHFIIIZ2dneXSpUvlw4cPZVRUlHz+/LnctGmTrFatmhRCyLZt26rpAgMD5ZIlS2TJkiXVfIwbN06zfMQnJCRE9u3bN94h6uOb4kGP98KU0kO5Q2abWsNYUFCQLF68uLS1tZWenp5ah2NReji2jBmGPT927JjWoaTa7du3pRBC2tnZyadPn6rLo6KiZI0aNRK8bhUvXlwGBgZqFve773+p/ejl2MoMeZBSSnt7+zhTBly5ckWNMzw8PE6aPXv2SCGEdHFxsWSoScqdO7dUFEUeOHDA7DQHDhyQQgjp6OiYjpElz+effy6FELJUqVLy1atXSa7/6tUrWapUKakoivz8888tEKF5GjduLBVFkZ06dTI7TadOnaQQQldTzwwZMkQKIWS+fPnMmrbk/v37Mn/+/FJRFDl06FALRJiwd+8LKXnWMqy/ZcsWTfPyru+++04KIWSOHDnUaS4TKr8ODQ2VPXr0kIqiyJ49e2oRbrxy5MghFUWRx48fNzvN8ePHpRBCZsuWLR0jSzn2SKck9e/fP022YxjuRI+yZMmCTz75BJ988gnCw8Oxfft2rF69Gvv27UNkZCRu3ryJSZMmYdKkSahZsyZ69+6Nbt26Jdqbx5IMrWBr1qyJihUrmpXG398fffv2haIoumjxCmSuoYrc3NwQHByM3bt3Y+bMmWorN+BtK1cD+f8t2jt16qSrYYpIW8YtwDO6rVu3QgiBb7/9Fl26dEnRNrp06YIzZ85g+vTp2Lp1KyZOnJi2QabSunXrMH/+fGzYsAFPnz5FwYIF4erqGqeHgWFdQ+vKd4cn1IqWwyGmtUOHDmkdQpq4desWhBD4/vvvYWNjo3U4SXp3JAB6a9WqVQD0c44ZhrcsXLiwxpEkj7e3t3o+2Nvbp2gbdnZ2+OGHH9C9e3d4e3uncYTvl9WrV0MIgU6dOmHevHnJTm9vb4+///4b/v7+2Lx5M1atWqXZiEzz5s1DcHAwChYsiNOnT6NQoULqd7lz50anTp3Qpk0bNGjQALt27cLcuXPx1VdfwcnJCQMHDsTnn3+O7t27Y9u2bZgxYwZ69+6N8uXLa5IXY1JKdOzYEZ6enpBSIk+ePChcuDDOnz8PIQTq16+PwMBAXLt2DdHR0RBCoFy5comOFGQJKRkiOT7Hjx9Pk+2khsxEU2u8K0eOHPj333/RuXNntGzZEv369UPPnj3VaXT4PGA5efPmxePHj1N8b9STEiVK4Pbt24iJiUGOHDnU5VZWVvj3338xcuRIeHh4ICoqCsDbXs9t2rTBggULdDFaWf78+fHDDz+YFcupU6ewcOFCCCHU4cb1xvDMmFkYD9tsPF1GQEAAihQpYrKuoZz37t27FonNXMWLF8fLly9x+PBhs0cDMbwb62WofeDtVGxCCIwZM8asofNz5syJH374AUOGDMHRo0ctEKF5Ll68CCB5dSYDBgzAli1b4Ofnl15hJZthZJMff/zRrOOkSJEi+OGHHzBq1ChdjGAU33NVcp61ChcujLFjx6JDhw5pGFXqGUZc+eKLL0zeT+Jjb2+PVatW4fr161i3bh06deqEzz77zEKRJqxgwYK4ceMGfHx8zB5JwsfHBwA0fydJiJDJfZKn946iKGn2MiSlhBACMTExabK99Pby5Uts3LgRq1evxtGjR9WLsRACVlZWiIiI0DjCtwz7yM/Pz+yK9Fu3bqFMmTK62h82NjaIiYnB2bNnUa1aNbPS+Pr6wsXFBdbW1rrZH8aWLFmC6dOnq3Miv8tw09bLsD7munTpEqpUqaKr4ycl9JqPtB7iVMv85cyZE2/evMGRI0dQt27dFG/n+PHjqF+/PrJnz64Oa0aUWeXKlQtBQUE4c+aM7oYZi4/hOSStXiv0cE1+t4DKMN9uzZo1kS1btkTTRkRE4Pbt2+pwZl999RX++OOPdIs1s7Ozs0NUVBROnz6NGjVqpHg7Z86cQa1atWBra4uwsLA0jDBtRUdHq0NwOjk56WoOReBtAfOLFy+wZ8+eVA2Rv3//frRs2RJ58uRRzxVLq1SpEq5evYo//vgDX331VYLrHThwAM2bN0fx4sVx+/Ztk+/Cw8NRpUoV3L59G6NGjcL06dPTO+wkeXh4oHv37hBCYMKECfjpp59w+fJlVK1a1eT6GhISgiVLlmDChAmwt7fHpk2bUK9ePc3izkzlDpMmTYrzf5EBp9aIj/GQoYa/s7mERkM+p9UQ9E+fPsXVq1d18ZwCAD169ICHhwdWrFihm84R6Sk4OBg3btxAdHQ0SpcurYs5bRcsWIAff/wRr1+/Rr58+TBr1qx4p/Yytn79evTo0UM3x1FmVqJECdy/fx+enp5o3LgxgLfPWQ4ODoiKisL27dvjNG7fsmULPvvsM9jZ2SE0NFSLsOM1ZswYTJ8+HU5OTrh48WKSwyU/evQIVapUQVBQEL7++mvMmjXLQpEmzt7eHpGRkcl6rjc8w+tpn9ja2iI6Oho+Pj5wcXExK825c+dQo0YN2NjYIDw8PJ0jNE+2bNkQHh6OEydOoHbt2malOX36ND788ENkzZoVb968SecIE+bl5aX+W0qJJk2aQAiBZcuWoUSJEgmmM37WerchjV44OTnh9evX2Lp1q9oZ7/Lly6hcuTKEEIiIiIjzjrhy5Ur07dsXrVq1wq5du7QI28SgQYOwbNkylC1bFn5+fnGmC3hXVFQUqlSpghs3buDzzz/X5VTF+norJ117H9tcODk5YdCgQRg0aBAePXqENWvW4Ndff8WrV690M+dPShke2PVUOJcjRw68fPkSL168MDuNYd2sWbOmV1ipYjh+Ll++HO+cl9WrV8+QrfadnJzQp0+fDBl7RpAlSxbExsaiVKlSqap8vnnzpi565RBR8pQvXx6nTp3C06dPtQ7FLDY2NoiKikLVqlXRsWPHFG/n/Pnz2LZtWxpGlnKGinPj518pZbJ7M5csWRI//vhjWoeXJsLCwnDmzBk8ffoUoaGh6NChg0kvML0w9Li7detWqirSDY0a8+TJk1ahpZnLly9j4cKF8PT0xPXr100a75YpUwbNmjXDkCFDULlyZY0jhVpgltoKDEOvvZCQkFTHlFIPHjwAgCR7SRi+v3fvHp49e4a8efOq39nZ2WHYsGH47rvvsHfvXl1UpK9ZswYA8NFHH+Hnn38GEP/c3NmyZcPXX3+NunXromHDhujUqRPOnz+fZM+X9JYZyh0Mf3cDQ8X68OHDzW74rlfv7p+MsL8M9/TM5ttvv8WmTZswd+5c9OzZU1dlO+khe/bsyRq90BKGDRuGDh06YPjw4di6dSv69OmDFStWYMGCBShTpozW4b33qlSpgvv37+Py5ctqRbqVlRVcXFxw+vRprFixIk5F+oIFCwDoZ0Qpg2HDhmH27Nl49eoVmjZtinXr1qFq1arxruvr64vu3bvj1atXsLa2xhdffGHhaBNmZ2eHyMjIZD3/Gda1tbVNr7CSLVeuXAgICMCdO3fMrki/c+eOmlYvDI3jklPHYahPSOsOQMnVsGHDeJfXrl07wz9rGY5544p+43qPoKAg5M6d2ySNYb56X19fC0SYtH79+mHZsmW4ceMGevbsCXd39wTrbkJDQ9GnTx9cv34dQoh4R/fUg8z9lEVpInfu3AgMDMQnn3yChQsXpng7GzduxOjRo9MwMsu5ePEiVq9ejbVr12aanpDXrl0DoK8beGYZqig+FStWzPA3cmOFChXSZeuw5NJrg4CKFSvi4sWLyJs3b6qGVXN3d9e8Ir148eK4ePEidu3alapGATt37lS3R+nnxo0bWLlyJU6cOIGnT58iLCwM+/btQ+nSpdV1Ll68iPv37yNbtmwJvrxQ6vTt2xcnT57Ehg0b0LJlS63DSVLVqlXh4+MDa2vrOJUHyeHu7q6bivQGDRqY3Bu8vLwghECNGjUS7ZH+bm/C7t27J9mD3dIePHiAsWPHYsOGDeoQqQDiTBG0bNkyLFq0CDlz5sT+/fs1u1fWqlULW7duxYwZM9C+ffsUFaKFh4fj999/hxACtWrVSocoUyY2NhajR4/Gn3/+idjY2HgrqK5du4br169j4cKFGDFiBGbNmqVpwVWhQoVw584dnD59GjVr1kzxdk6fPq1uTyuxsbHJTvP69WuTinQA6jH18OHDNIkrtXx8fCCEMHvI/Fq1aqkF9H/++Sd+++23dI4wfvb29ggPD0edOnVSNVrXsWPHsGzZsjSMLPUy6tQa8UnNfV5rGaHSPzlq1aqFOXPmYOTIkejUqROWL1+uy8ZimV3BggWxefNmbNu2DSNGjMDBgwdRtWpVfP/99xg3blyGmKYps2rUqBF27twJT09PDB8+XF3eu3dvnDp1Clu2bIGrqyu6du2KkJAQuLu7q0Mqt2/fXsPI4ypWrBimTZuG77//HteuXUP16tXRqFEj1K9fX+2d/uTJExw5cgReXl7qiCGTJk3S1egmJUqUgK+vL3bs2IEGDRqYlWbHjh0A3jZQ1ovq1atjz549+Pvvv9GpUyez0syfPx9CCLMr3i2haNGiuHLlCg4cOGD28NuGId31Vg5vaKjg7OyscSSplzNnTgQGBpqMXGBccX7r1q04FemG+qrnz59bJsgkGMpC1q1bh82bN+P06dMYNGhQvNespUuX4uHDhxBCoHPnzvotZ7TUZOyUcbVq1UoKIWTx4sVTtR03NzcphJCKoqRRZOnr3r178rfffpNVq1aViqJIRVGkEEIKIWTWrFllt27dNIvNy8vL5GP4u7q5ucX57t3P/v375YIFC2SpUqWkoiiyZcuWmuXjXT/88IMUQshcuXLJx48fJ7n+w4cPpZOTk1QURX777bcWiPD94+7uLt3d3WVQUJDZaYKDg9V0lDIDBw5UrzUxMTEp3o4errs//fSTFEJIGxsbuWnTphRtY9OmTdLa2loqiiInTJiQxhGSlFLGxMTIUaNGSSsrK5P7naIo8tKlSybr7tq1SwohpLW1tXz48KFGEWdusbGxsmnTptLKykquWbNG63CS9MUXX0ghhLS1tZUREREp3o4erlkJSeh8yGhOnjwpc+fObXKeJ5Q3f39/aWtrKxVFkXv37tUoYil3796txlinTh15+vTpZKU/deqUrF27trqNPXv2pFOkydetWzeTfVG5cmXZv39/+eOPP8off/xR9u/fX1apUsVkP3Xt2lXTmAcPHiyFELJgwYLyzp07KdrG7du3ZYECBaSiKHLIkCFpG2AylC1bViqKIufOnZvoegcOHFD//q9evYrz/blz59TnNj0wnLdHjhxRl127dk3NQ2hoaJw0hjxWqlTJkqGaqFu3rhRCyCpVqqRqO3q+l5A2ChUqJBVFke3atUvVdrQ6tiZNmpTo56OPPlKvQe3bt5c//PBDkmkmTZpk0Tykhe3bt8vevXvLli1bymHDhskzZ85oHVIcwcHBcvjw4TJLlixSURRZpkwZuX//fpN11q1bx2uUhdy+fVsKIaSdnZ18+vSpujwqKkrWqFFD3Q/GH0P5d2BgoIaRJ2zy5MkyS5Ys8cZunIcsWbLIqVOnah1uHOPGjVPfGz09PZNc/+DBg+pzzfjx4y0QoXn++ecfdR/069dPvnnzJsF1Q0JC5IABA9T1V61aZcFIE/f1119LIYTMkSOHvHDhQpLr+/n5yRw5ckhFUeQ333xjgQjfT3Xr1pWKosjVq1ebLC9evLhUFEVOmTIlTpoxY8ZIIYTMnz+/pcJMUlhYmGzevHmi1yvjd+EWLVrIsLAwrcNOECvSKUkTJkxQD/iAgIAUbycjvNAGBgbKhQsXyvr166sPvoaT2crKSrZo0UK6u7vL4OBgTeN89wJkXLhm7sew/pYtWzTNi7G7d+9KGxsbqSiKrFChgvT19U1w3fPnz8vy5curFXQ3b960YKTvj5RUHNy8eVN9cNeLjNYgYNGiRerf/vz58ynejh6uu8+fP5cFCxZUrz2tW7eWHh4e0t/fP9F0/v7+0sPDQ7Zq1Uq9ZhUqVEi+ePHCQpGbKlGihCxRooQsWbJkvMtT8nl3W1oaOHCg+ncuXLiw7NKlS6Lnf8mSJaWiKHLOnDkaRGuemzdvyj/++EO6urrKNm3ayCZNmsjGjRsn+GnSpInFY7x3716Cn8uXL6svUF26dJFbtmyRV65cSTSN4WNpxteaU6dOpcl29MbV1VX27dvXrIZ+evXy5UuZP39+9Xq6YMECefHixUTP9Q4dOkhFUeSXX36pQcT/Y1z4pCiKrFixohw2bJicO3eu3LRpk9y3b588dOiQ3Ldvn9y0aZOcO3euHDZsmKxYsaLJs+/AgQM1zYextWvXqnn64IMPEm0gcPr0aVm9enV1/bVr11owUlMXL15UCzQdHR3l9OnTk7ynG/j7+8vff/9dOjo6qgXbWjZOMTQKcHZ2NilgNxYRESHr1KkjhRCyQoUK8a5jaGCW2obnaSVbtmxSURR57tw5ddnjx4/V4+f27dtx0vj4+KgFqVr55ptv1PfukJCQFG9Hz/cS0kb79u3VBkCpodWxZW5ZT3LLhPTk4MGDMm/evLJIkSLy5cuXcb4fP358nPitra3lypUrLR+sGU6cOKE2hFMURXbv3l0+efJESpnxKtJfv34tN2/eLH/++Wc5fPhw2b9/f9mvX78EP/3799c6ZBN37tyRN2/ejNOILDAwUPbu3Vva2NiYlKl++umn8sGDBxpFa55z587JHj16SCcnJ5OGsUII6eTkJHv37p2qcqT09OzZM5kzZ071HB4+fLg8c+aMSQeSmJgYeebMGTl8+HB1/zg6Osrnz59rGLmp2NhYtQGgoigyf/788ssvv5SrVq2S+/fvl//++69ctWqV/PLLL2X+/PnVa3T9+vW1Dt3E3bt3pZ2dnVQURebIkUPOmDEj3r/z8+fP5YwZM9RneHt7e03KHd4X3333Xbzv4CNGjFCf1w8ePKguX79+vbS3t5eKoshOnTpZOtxExcbGyrlz58oiRYrEuV4ZPkWLFpV//fWXjI2N1TrcRAkpM9nYRpTmdu3ahbZt20IIgR07dqB169Yp2o67uzv69esHIYQ6n4YehIWFYdu2bVizZg3279+vDnFpODVq1qyJXr16oXv37sifP7+WoaqUNBjOsXDhwhg7dmyqhs1LDzNnzsT3338PIQSEEEkOVQQA06ZNw5gxY7QMO0G+vr44evQobt++jeDg4CSPfSGEroYiVBQFQgj4+fmZPTT9rVu3UKZMGV2d66nJh6IoyZovKC2cP38e1atXhxACCxcuNHtoznfp5bp76tQptGvXDs+ePTMZGjhnzpwoXLgwHBwcYGNjg8jISLx58wYPHz40mUZDSom8efNix44dqF27thZZUK+77/4tU3M91nq/GBw4cADNmzeHEAI//vgjJk2ahCxZsiR63owZMwbTp09H27ZtdTMUt0FoaCiGDx+Of/75J95hkt8dnloazUVs6f1hmJMsMfHFnBghhMWvWVeuXEGlSpUghMCff/5pMnRicujlmpVZTZ48GRMnTkSePHng4+OjDseX2Ln+999/48svv0Tt2rVx8uRJLcIG8PY8GDt2LGbNmoXo6OhknRNSSmTJkgWjR4/GtGnTdDOdS5MmTXD48GGUK1cOPj4+SU4BEBISgpo1a+LatWto2LChOr2RFpYsWYJhw4YhNjZW/XuWK1cO5cuXT/C+fvXqVXVqKSklFEXBokWLMGDAAM3y4efnhw8++ADA2yHmJ0+ejJYtWyJ//vwICgqCl5cXJk+ejPPnz0MIgenTp2PUqFFxtjN27Fj89ttvaNKkCTw9PS2ci7jKli2LW7duYe/evWjevDmAt39zBwcHhIeHw8PDA5999plJmnXr1qFnz56wt7fXbN56QwxCCBw+fBj169dP0Xa0vJesXLkyXbbbp0+fdNnu++KXX37B+PHjIYTA/fv3Uzzsq1bHVlqU/8QnJdNbpJfRo0dj1qxZ6NixIzZt2mTy3YULF+Di4qI+szs5OeHly5cA3s63fPnyZV1O/xUdHY3p06dj6tSpiIiIQI4cOTB16lQ4OTmhd+/eun/ejY2NxZQpUzBr1iyz7wuG9xY95+tdwcHBuHHjBqKjo1G6dGldTX+ZFCkl7ty5ow7lnCdPHpQoUUI3z7oJ2b9/P9q1a4fIyEg1VhsbG+TKlQtCCLx48QKRkZEA3ubRxsYGO3fuRLNmzbQMO46XL1+iTZs26jtSQn93w7Xro48+ws6dO+Hk5GSxGM2xcuVKkzmphRAoUaIE8uXLByEE/P39cefOHci3HXIhhICbmxs+//xzDaOOq3///ilOq7ey+EOHDqFp06YoVKgQ7t27p5Yb3b9/HxUrVkRYWBiAt9P1hoeHIzQ0VH3nPXr0KD788EMtw4+XlBLnz5/HuXPnTK5Z1atXR7Vq1XR/3QI4RzqZwVBpIaWEt7d3iivSS5cuDVdX17QMLdU+//xzbNu2TX0oNNzcSpUqhV69eqFXr14oU6aMliHGy7jgTEqJJk2aqBf9EiVKJJhOGM3bWaRIEUuEmmzfffcdwsLCMGnSJMTGxuLQoUPxFhQaCuAmTZqky0r0a9euoX///skqdDY8kOjp5p0ShpcmK6vMcYvRor1ZlSpVMHHiREgpU1Uo0LlzZzRq1CjN4kqpOnXq4MyZMxg7dizWrFmjFtq8evXKpMLcwPhvrigKevfujWnTpmk6r2RC9y+93ddSYvHixQCA1q1bY+rUqWalMTwbXLp0Kd3iSgkpJTp27AhPT09IKZEnTx4ULlxYrQSpX78+AgMDce3aNbUyrly5cihQoIBm8ablelopX7483NzcIKU0u7FSfFxdXTP8OXXr1i08f/4cxYsX100DTIMdO3ZACIFvv/3W7DntKlWqBOBtvrQkhMCvv/6K/v37Y/bs2di+fTseP36cZLpChQqhffv2+Prrr3X3TO/r6wshBH744YckK9EBIFu2bPjhhx/Qv39/+Pr6WiDChA0aNAjOzs4YOXIkbt++DQAmFeXxMb6OlSxZEn/99RdatWqV7rEmpkqVKhg/fjymTJmCx48fY+DAgQmuW6tWLXz55ZdxlkspsW7dOggh0KRJk/QM12zVqlXDrVu34Ofnp1akCyFQp04deHl5Yf78+SYV6VFRUfjjjz8AQNPzxDDXvKHcIaUV6Q4ODihatGi6VT4mpm/fvmleECiEyHAV6b6+vti4cSOeP3+OEiVKoFevXprOWWrcEPf06dPo2LGjZrGkhJ4qvNPLsWPHIISIt6JswYIFkFLCyckJnp6ecHFxgY+PD1q2bImXL19i4cKF+O233zSIOnFWVlYYO3YsunbtiiFDhuDQoUMYOXIkHB0dtQ7NLH379sXq1avVypncuXMjICAAQggULlwYL1++xJs3bwC8vU7lyZMHWbNm1Tjq5MuePTuqV69u1rpBQUFqI3I9XJeFEChZsqSu5g43R4sWLXDy5EkMHjwYPj4+AICIiAg8efIkzro1a9bEkiVLUK1aNUuHmSQnJyccO3YMCxYswPz583HlypV416tQoQKGDx+OoUOHavJskpQ+ffogd+7cGDJkCB4/fgwpJW7duqU+4xs/wxcqVAiLFy9Ocd1QenJzc0vRM5gey+IbNWqEn3/+GdHR0Xj06JH67l60aFFs2LABvXr1wqtXr/DixQs1ja2tLRYsWKDLSnTg7fXKxcUFLi4uWoeSYuyRTu814xtYvnz50K1bN/Tq1UuzHo8plZLetnp3/vx5TJ8+HXv37sWrV69MvnN0dESbNm3w3Xff6fJh6tGjR6hevTqeP3+uPnA4ODjAycnJrIemO3fupHeIZkvJsbVjxw60b98e+fPnj/dBWAspycf169dRvnx5WFtbIyIiIp0jfH/4+/tj+/btOHbsGC5fvoyHDx8iODgY4eHhsLOzQ/bs2VG4cGFUrFgR9erVQ7t27XRXGZXZFC1aFI8ePcKmTZvQoUMHdXli583p06fx4YcfImvWrGoBih54eHige/fuEEJgwoQJ+Omnn3D58mVUrVrVpHdESEgIlixZggkTJsDe3h6bNm1CvXr1LB6vu7t7umw3o1dG61FAQAA2btwIAOjVqxdy5sxp8v3NmzfRrVs3nD9/HsDbF8X27dtj6dKluul14OTkhNevX+Po0aP4+OOP1eWJneu+vr5wcXHR5b3wzp07Sd5HEmtgqrXs2bMjNDQU3t7eZhfgnj17FjVr1kS2bNkQHByczhEmLTo6Glu2bMHWrVtx7NgxPHjwIMF1ixQpgnr16qFDhw7o2LGjrhpc/vbbb5g0aVKCx/inn34Kd3f3eM9lf39/rFq1CgDw2Wef6aJX5IIFCzB8+HA0a9YM+/fvV5evWrUKffr0URuWdenSBSEhIVi7dq3asGPKlCkYO3asZrEfOXIEUko4OzujdOnSmsWRUulRQK633p3e3t4YPnw4rKyssHv37jiVgosWLcLw4cNNCt4dHBywceNGtWGHpQUFBamjT3z55Zf49ttvU7QdX19fbN26FQDw888/p1F0BADFixfHgwcPcOjQITRo0MDkuyJFiuDx48cYP348Jk2apC6fOHEiJk+ejOrVq6uVcXrm5uaG0aNHqxUfeju3je3btw+tWrWCEAKurq6YNWsWHj16FOed6tq1a1iwYAH+/vtvlCpVClu3bkX58uU1jj79XLp0CVWqVNFk1MLMytvbG56enrh48SICAwMBvO1lW7lyZTRr1kxtZJcRPHnyJN58GEZY1TvDc31i+6NDhw6wtrbWONL4FS9ePMmK9JCQELx48UKtPDduAKSnsvikvHjxAhs3bsSlS5cQHR2NMmXKoGvXrpo2WnwfsCKd3mvZs2dHx44d0atXLzRr1sysIVb16N69ewAAZ2dnXRVKpYWMOFTRF198gYULF0IIgQEDBuC7775D2bJltQ7LLEeOHDH5f6NGjSCEwPLly5MsjI6IiMCtW7cwc+ZM3LlzBy1atMCePXvSM1yzZZYGAUTpwc7ODlFRUThz5oxayAgkft6cO3cONWrUgI2NDcLDwy0cccI6dOiA7du34+OPP8axY8cA/K/AI77CKm9vbzRs2BAODg44f/48ChUqpEXYlAEsXLgQX3zxBcqUKROn121ERAQqV66M27dvm1QcCCFQt27dOPdWrdjb2yMyMhInT540KZRK7Fz/77//UK9ePeTIkSNOw0ZKncqVK+PKlSvw9PRE48aNzUpz+PBhNGnSBBUrVsTFixfTOcLkCwkJibdhg7OzMxwcHLQOL1GPHj3CunXr4OPjgxcvXsDBwQEVKlRAu3btUKdOHa3DS5anT5/C2dkZiqLg2rVrJj3VWrdujb1798Y7zYmLiwuOHz8OOzs7S4ecaRjey+Pz8uVLDBkyBN7e3qhcuTJcXV1Ru3ZttcGov78/vL294e7uDj8/P9SqVQuLFi2Ck5MTihUrZqksJGnChAmYOnUqWrRogb1795p8d+fOHZQvX16dLs+Yo6Mjrl27hrx581oqVMpAsmXLhvDwcJw7dw5Vq1ZVlxtPG/fuu4pheqqcOXOqQ73r3fPnz7F06VK14ZZeG2R0794dHh4eqFy5Mi5cuAAg8XeqHTt2oFOnTihSpAjOnTsXp8FpZpHY34CIMoaXL19i7dq1mDBhAnLnzo3t27ejXLlyWodFGUDmqnEjSqaAgADY29trHUaq6enFOq1lxKGKDIVTffr0UYdMzigMFefGpJTJmmvG0LJvyJAhaR2e2RKqtPD29lYbZSTEuEGAEMLkZV1LhjkXy5Url+EKdEnfsmXLhlevXuHZs2dmp3n48CEA6G4OOR8fHwghMGjQILPWr1WrFoYNG4bZs2fjzz//1OWwkKQP+/fvhxAi3uFg3dzccOvWLQgh0K5dOzRt2hSenp7YsWMHjh8/jvXr16Nbt24aRG0qX758ePjwIe7cuWN27w5DD3s2Mkl7n332GaZMmYJNmzaZXZG+cePGBI9DPciWLVuGLYhydnaOd/7zjKhAgQKIiopSh+M1tmXLFkydOhXLli3D06dPAbyt4OzVqxemTZvGSvRUSui9PDIyEp999hnOnTuHyZMnY9y4cXHeucqWLYv69evjm2++wS+//IKffvoJgwYNwvHjxy0RutkOHz4MIQRatmwZ57u///4bUVFRsLe3x+rVq9G0aVPs27cPrq6uCAoKwsKFC/HTTz9pEHXmVKJECSiKgn379pk9gsP9+/fVd36tp20xZmiI+O60X0ePHgUA5MyZM857ee7cuQEAoaGh6R9gGsmTJ48upyZ818mTJyGEwPDhw81av23btnB1dcWKFSvw559/8jxPRy9evMCqVatw9OhR3L59G8HBwUlW6uvtfCfSkpOTE7744gs0bdoUH374IVq1aoUzZ87oZhS5zMjX1zfZ1yw9DbWvkkQp4O7uLt3d3WVQUJDZaYKDg9V0epFZ8mEsJiZGenp6yilTpsjhw4fLfv36ycePH5usExERIUNCQmR4eLhGUcavX79+sn///nHiTUxAQICaTi9sbW2loijy4MGDWoeSbEKIVH+KFCkiFyxYoHk+FEVRP4bYjJcl9TGsv2XLFk3zYmCIZ/369VqHQplMzZo1paIocs6cOSbLDcfcpUuX4qQZNmyYFELIZs2aWSpMsxiuv0eOHFGXXbt2Tc1LaGhonDQHDhyQQghZqVIlS4aaqCtXrmgdAr2jYsWKCd4TGjRoEO/50Lx5cymEkB06dLBQlInr0qWLVBRF9u3b12R5Qud6bGys/OCDD6SiKHLw4MGWDPW98OrVK1mqVClpZWVl1r19w4YN0srKSpYqVUq+evXKAhFSZvfixQvp7+8vY2NjtQ4l05s5c6YUQshu3bqZnaZbt25SURQ5ffr0dIws+UqWLCkVRZEHDhyI813p0qWloijym2++MVn+7bffSiGE/Pjjjy0V5nshsWf1hNy8eVNNpyclSpSQiqLIRYsWmSzv3r27FELITz/9NE6aY8eOSSGEzJ8/v6XCfG/Y29vHKdO6cuWKeuzEV5a4Z88eKYSQLi4ulgzVoi5evKjp+ePh4SEdHR3jlHMl9dHb+U6kFxMmTJBCCDlu3DitQ8mUrl69Kj/++OMUlcXrEXukU4r07dsXQgjUrFnT7GGS/f390bdvXyiKgj59+qRzhObJLPkw2LlzJ0aOHBlnSLnvvvvOZE6WpUuX4ssvv4SDgwMeP36MbNmyWTrUeLm5uUEIgVGjRpk9h8zr16/VdHppreTk5ISAgIA488VlBIcOHVL/LaVEkyZN1L9tYkO7CyFgZ2eHggULokiRIpYINUkynplL4luWkMKFC2Ps2LEmc0ZrKWfOnHj9+jXKlCmjdSiUgNjYWFy+fNnsVpYAdHEfadGiBc6cOYO///4bX375ZZLze16+fFm97rZu3dpCUZrHysoKUVFRyJ49u7rM+N9Pnz6Ncy0zDD2Y2Ny+llapUiW4uLigV69e6N69e4aZV83YzZs3cfz4cVy5cgUPHjzAmzdvEBYWBnt7ezg4OKBIkSKoUKEC6tatmyHmwTWM2FC4cGGT5WFhYWqvncGDB5t8179/f3h6euLs2bMWizMxvXr1wsaNG7F69Wp89dVXSY64MmrUKHXeZFdXV8sE+R7JmTMnPD090a1bN/To0QNr1qxB3759UatWLeTLlw9CCJOhnrdv346aNWvCw8Mj0w6ZSmnj/v37AN7OS53YyDF6G1UmM1uzZg2EEOjbt6/Zafr16wcPDw+sW7cOo0ePTr/gkslwPzT0BjZ49OiROjpL165dTb5r0aIFZs+ejatXr1osTspYPvzwQ9y9excLFixA7969kTVrVty+fRvbtm2DEALNmzePk+b69esA3o7CoSdhYWHYsGEDAKBVq1ZJTmfw7NkzdUq8Hj166Gr+YeP7hPE7VUBAQJxyn3z58gEA7t69a5HY3jenTp1Cz549ERsbCyklChUqBBcXF+TKlSvJ93ctGJ5FAKBo0aLxLk8J421ZwuTJk9V/T5gwId7lKWG8LdJOs2bNMGXKFGzevBlTp061+O+n9nxIiKXPk/g8evQIDRo0wPPnz9WyeAcHBzg5OenymmUOVqSTxSWnIkvP9JaPJUuWYOjQoWpcefLkwfPnz+OdS3zgwIEYP348goKCsGXLFvTu3dvS4WZqNWvWxO7du3H9+nW4uLhoHU6yNGzYMN7ltWvXNruxiR5kpgYBBiVKlICvr2+Gmf8trfn6+mLbtm0A9PfSERYWhqlTp2LJkiV48eKF2ekMU0BobeTIkfjzzz9x69YtDB06FPPnz4eVVfyPiP/++y/69euH8PBw5M6d2+wh1C2lUKFCuHXrlskw9QUKFIC9vT3Cw8Nx9uzZONeAGzduAACio6MtGmtipJQ4d+4czp07h++//x4NGzZE79690alTJ+TIkUPr8BIkpcQ///yDGTNm4PLly2anq1ixIr7//nv07t073ucWPTDMD/7uS9/JkycRFRUFRVHQrFkzk+8Mx1pAQIBFYkxK+/bt0bhxYxw6dAhNmzbF1KlT8dlnn6nfR0dH4/Hjxzh+/Dj+/PNP/PfffxBCoFOnTvj44481jDxtuLu7o3///hBCWPR8f3do7fhIKbFjxw7s2LEj0XV8fHxQsmRJi+chMQEBAdi+fbvZDWfatWunFrZnRE+ePMH9+/fh4OCA0qVLw9bWVuuQ4ihevDiEEPjrr7/wxRdfaB0OAeqQuob50M1hOE/0NhxvZGQkACAkJMRkuWEI7qxZs8aZPsSQ7+DgYAtESIkxDJ2eNWtWjSMxNXDgQKxbtw4XLlxA5cqVUb16dRw5cgTh4eHImjUrevbsGSeNYTq3smXLWjrcRHl4eKBfv35wdnaON+53OTk5Ydy4cXj8+DFsbGzQvXt3C0SZuPz58+P+/fsIDAw0WWZjY4OoqChcuHAhTnmJoUNPeHi4RWN9X/z++++IiYmBvb09lixZYtaxpSXDe9C7z6yJlcclRYvn34kTJ6rvp8blUMbLU8LSZVqG95F3/4bmvKckRE/vIynl4OAAIP0qtJOSmvMhIXrZL9OmTcOzZ88ghMDAgQPx3Xff6e5+nVysSCeLMfTMS6hwPqPQYz5u3Lihzl3UpEkTzJs3D+XLl0+whY+NjQ0+++wzLFu2DPv378/QFemGh3Q9FWKNHDkSu3btwuLFi3UxJ2pq3LlzB8DbeSMzkszSIMBYx44dcf78eezYsQNNmjTROhyLO3/+vPqyoqeK9LCwMDRp0gSnT5/WXQMrc+XPnx8LFy5Enz59sGzZMuzbtw9t2rRRv587dy6klDh+/DiuXr0KKSUURYGbm5v64qEX1apVw61bt+Dn56f2XBFCoE6dOvDy8sL8+fNNKg6joqLwxx9/AICuRnuYNm0a1q5di4sXLyImJgaHDh3CoUOH8MUXX6BNmzbo1asX2rRpo6seK4GBgejYsSOOHTsGIHkNDi9fvoy+ffti2bJl2Lx5sy57STo4OCAoKEidU9jg8OHDAN42Bnh3XjXD/tHTM+OmTZvQtGlTnDt3DiNGjMCIESPUQqB3G/9JKfHhhx/Czc1Ng0jThxbXaXN/05z19HSfefz4McaPH49//vkHsbGx6nLjGIODgxEcHIynT5/C29sbK1euxLBhw9CnTx9MmTIFhQoV0iL0OMLCwrBs2TIcPXoU4eHhKF++PIYNG4bixYur6/j5+WHYsGE4ceKEusze3h5dunTBb7/9lqwK0vRmaDz2bmVmRrJq1Sps3LgRt27dQpYsWVChQgV069bNrJGiLl26hCpVqkBRFF0UJAL/Oy9u3LhhdkNrQ0M/PZ33AJA3b148fvwYt27dMmlk9e+//wJ427P43YJ5wzu7FiO2pbbXYEL09D6SHKtWrQIAFCtWTONITDVp0gRfffUV5s6di7t37+LevXvqsT9jxgzkyZPHZP3w8HC1t3qDBg20CDlBhkZx3bp1M+sZ0MrKCt27d8esWbOwdetWXVSkV6lSBffv38fly5fRuHFjAG/jdHFxwenTp7FixQqT90UAWLBgAQD9HVuZhaGB65gxY3RfiQ4kfO/S2z3NHJkhL5khD+nh3LlzAKBZuUpm/vvv3btX7Ty0ePFircNJE/op1aFM79q1awAy/hByeszH7NmzER0djcqVK2P37t2wsbFJMk39+vWxbNky9aaRUR0/fhxA8lr3p7fmzZvjhx9+wO+//45hw4bhzz//1FVlR3JklpegjNogwNhXX32F5cuXY8GCBfj000/RtGlTrUMivL3+njp1CgBQuXJljBgxAjVq1NDtEGsJ6dWrF6ytrTFkyBA8ePAAixYtUivXli5dCgAmwzG5u7vHKTzRgyZNmmDTpk3Yu3cvvv32W3V5//79cfjwYRw+fBiNGjVCly5dEBISgrVr16pDV787DKmWfvzxR/z444/w8/PDmjVrsHbtWty/fx/h4eHYvHkzNm/ejJw5c6JLly7o2bNngo2HLCUmJgatW7eGt7c3pJRwcnJC165d0bBhQ5QvXx5FihRBtmzZYGtri4iICISEhODBgwe4evUqvLy84OHhgZcvX+Lo0aP49NNPcezYMd2dP+XLl8epU6ewd+9ekykNNm3aBCFEvPvAUOmup2cUR0dHnDhxApMmTcL8+fPVnmnvypo1K0aMGIHJkyeb9VxJCfv555+1DiHNeXt7o127dggICDApAMqRI0eC5/vr168BvL1euLm5Yffu3dixYwdq1qypVTYAvB2Ctnnz5rh9+7a6bOfOnfjzzz+xbt06tG/fHjdv3kTjxo3x8uVLk/yGhoZi5cqVOHjwILy8vEwq3rXk7OyMW7dumTXFjN4EBQWhXbt2aqMsAz8/P3h4eKBmzZr4559/zOrRoqfCyQoVKsDb2xtz5sxB586dk7zHxcbGYvbs2WpaPalZsya2bduGZcuWoVevXlAUBS9evMDmzZshhIj3HSUlPfLTSmp7DSZEi4r0hBpT9+vXL8np+iIiInD79m0EBARACIEWLVqkR4ipMnv2bDRt2hQbNmzA06dPUbBgQfTp0yfefG/fvh05cuRAzpw50bZtWw2iTdjZs2eTXcHfoEEDzJo1C2fOnEnHyMzXqFEj7Ny5E56enmqnHQDo3bs3Tp06hS1btsDV1RVdu3ZFSEgI3N3d4enpCSEE2rdvr2HkmZdhdKxPPvlE20DMtGLFimQt1yvjxqLmLNerhN5HMuN7irnu3LmjPiMkNeVZeslo50NyPH78GIA+prNMK0Lq6e2CdMswZJJBo0aNIITA8uXLkxyGIiIiArdu3cLMmTNx584dtGjRQp3/x9IySz7eVb58edy4cQNLlixB//791eWKokAIAT8/vzi9cP/77z/Uq1cPOXLkUB/ILO3d1uGGG9iwYcOSHPLRsD+2b9+OiIgI9OjRQ21drbWVK1cCABYvXowTJ06gYMGC6Ny5M8qXL2/WEGp6vcnExsbi0KFDOHHiBJ4+fYrQ0FBMmzbNZO7eyMhIREdHI0uWLLoaJSCzuHnzJjp37oxLly6hX79+6NmzJ6pWrQonJyfdDoecVtzd3dGvXz8IIXRVMFytWjX4+fnh448/xsGDBzN8hdOLFy8wf/587NixA+fPnzfpyVWpUiW0a9cOX331lW6H5X369CmcnZ2hKAquXbuGkiVLqt+1bt1abRVrTEoJFxcXHD9+HHZ2dpYO2WzHjh3DmjVrsGHDBnUKAUNeDENHGq4JlrZo0SIMGzZMvYfPmDED9vb2ZqcPCwvDd999hwULFkAIgYULF+pu2oBp06bhp59+go2NDWbPno369evDzc0Nf/zxB4QQ8PT0VHvsGEydOhUTJkxA/fr14eXlpVHkCQsJCYGXlxd8fHwQEBCAmJgY5M6dGy4uLmjWrFmmm4dbr/eRjCYwMBBVqlTBkydPALwt0O3bty8aNmyY6Dy1T58+hZeXF9zc3LBv3z4Ab6fj8PPzizOag6VER0ejRo0a8PPzi/d7BwcHXLlyBT169MCxY8dQpEgRtGzZEnnz5sWjR4+wZ88edeqGunXrqkNba23EiBFYsGABfv/9d3z33Xdah5MsrVq1Uo8P4O10ZZGRkWpDDCEE7O3tsWLFCnTp0iXebRh6pOvpXJ8/f746AkibNm2wePHiBM8Xf39/DBkyBNu3b9flEP1btmzBZ599po748/HHH2PHjh24ceMGrK2tcfPmzThDPg8fPhwLFixAu3btsHXrVovGm14N87SoRDGU76S2GLdkyZI4ceJEknN3U8rY29sjMjISPj4+Zo9Ace7cOdSoUQP29vZxpk3Qwp07d1CqVCnY2tri7t27aiOY6OhofPjhh2pjAWNSShQrVgxnz57V7L6e3rS8v5QoUQL379/HyZMnM/SIM0TpxVAWn5jY2Fi8fPkSPj4+2LZtG0JDQyGEwJo1azL8iLJ6U7BgQQQEBCTrXqh3rEgnsxge2A0Mh01yKm6klBBCYNOmTWYNyZYeMks+3uXg4ICwsDCcPn0aNWrUUJcnVpHu6+sLFxcXWFlZqfOcWVpa7Q87OzucOHEC1apVS/MYU+LdfCWHXuYyedfOnTsxcuRIdd4rg3ePrfnz5+PLL7+Eg4MDHj9+nGTLeC1k1AYBxkMkGq5D5tLyuEqruYY2bNiA0aNH66pQFPjf9XfLli1o166d1uGkqdjYWAQGBiImJga5cuXKMCNrxMbGQkoZZ1jRiIgITJ06FcuWLVN7Cjs6OqJXr16YNm2aruceNxYdHY19+/ZhzZo16ssf8L97Z6VKlXDhwgWLxtSgQQMcP34cnTp1woYNG1K8nc6dO2Pz5s26rHgOCgpCxYoV8eTJkzjPLh9//HGc3pMAUKdOHfj4+OCbb77BzJkzLRlupmLcSDQ1bt68iWPHjunuPpLR/Pzzz5gyZQqsra2xatWqBCszE7Nhwwb06tULMTEx+OmnnzBx4sS0D9QMq1atQp8+fSCEwMiRIzFmzBhkz54da9euxRdffIHo6Gh0794da9euxdChQzF37lyTe2FoaCj69euHDRs2QAiBPXv26KKXp2H4cAcHB5w5cybDjMi0Z88etGnTBkII1K1bFwsWLEClSpUAvJ3iZ9q0adi0aROAt+9b8+bNw9ChQ+NsR48V6bGxsWjUqJF6DbK1tUWLFi1Qq1Yt5MuXD0II+Pv7w9vbG/v370dERASklKhXrx4OHz6su1Faunbtio0bNwKAScXuuHHjMGXKFJN1Y2JiULhwYQQEBGTIxh16YugIYuDl5QUhBGrUqJHoe7cQAnZ2dihYsCA+/vhjdO/eXZfv6ZmF4f3w+PHj+PDDD81Kc+rUKXz00Uews7NTn+21dvfuXcTExKBQoUImDWRfvnyJkSNHwsPDA1FRUQDeHmOtW7fGggULULhwYa1CTnda3l8GDRqE5cuX4++//4733kf0vktuWbzh2eWrr75SRwGitNO2bVvs3r07czVSkERmEEKk+lOkSBG5YMEC5iMdODg4SEVR5JEjR0yWCyGkoijy0qVLcdIcOHBACiFknjx5LBVmHO/+bRVFkYqimLUf7O3tZcmSJWXv3r3l+fPnNctDfFJzfCmKonX4cSxevNhkv+TNmzfBYysiIkI6OTlJRVHkP//8o1HECduxY4csUaKEeqwZPu/m4++//5aKosgcOXLIN2/eaBStqYx6XBmf26n9aJ2X+BiO93PnzmkdCiXDixcvpL+/v4yNjdU6lFQJCQmRq1evlm3atJE2NjaanSN58+aViqLIffv2pWo7+/btU+8zenT58mVZo0YNk+trgwYN5KNHj+Kse/78eXV/7N27V4NoM4/Mfh/JaKpWrSoVRZFjxoxJ1XZ++OEHKYSQ1apVS5vAUqBdu3ZSCCHr1asX57tvvvlGPV5q1qyZ4P0iPDxclipVSiqKIgcOHJjeIZtt27ZtMnv27LJw4cJy9erVMiIiQuuQktS9e3cphJAVKlSQYWFh8a6zceNGmSNHDnXf/PLLL3HWuXjxoi7P9Tdv3sj27dvHefeN7zolhJDt2rWTwcHBWocdr5iYGPnXX3/JBg0ayLJly8qGDRvK5cuXx7vuqlWr1DxdvnzZwpFmbomV92QWUVFRMiAgQAYEBMioqCitwzFLyZIlpaIocsmSJWanWbJkiRRCyKJFi6ZjZGnr9evX8syZM/LUqVPyxYsXWodjEVreX65evSqzZs0qS5Uqpdt7gznc3d2lu7u7DAoKMjtNcHCwmk4vGjduLJs0aSLv3r1rdppHjx6p6fTCy8tLenl5ydDQULPThIWFqen0JDllpE5OTrJ9+/apLr+ghO3fv18KIXR1vKcW50gnsxw6dEj9t5QSTZo0gRACy5YtS3RIdOOWr+8O76WFzJKPdzk7O+PGjRu4ffs26tevb1YaQ88p42FvLe3d4dAMrccuXrwYpwd9RmKYjzszuHHjhjonVpMmTTBv3jyUL18+wV4RNjY2+Oyzz7Bs2TLs378fvXv3tmS4iVqyZAmGDh2qtjrMkycPnj9/Hm+LxYEDB2L8+PEICgrCli1bdJGPjDx3kczEg98Y5k029HDOiEJDQ82adiIzyZUrl9YhpAk7Ozvkzp0bTk5OsLGxUXuFWNqbN28ApP7vahgGUg9DWsanQoUK8PHxwZ07d9S5OxObE9kw51lCc5rqQUBAAPz8/PB/7J13VBRJ18afaqKKImLCCOaAGVRUFDFhwCwmjJhzDmtY8xpXV1cUMYBZjAtmUQFBUUBExBzAhKCiiJLhfn/4db8MDDAgTDc4v3PmnN3qqvEpprsr3Fv3RkVFAfj5GxobG0sqrztPYR5LChKhoaEAgB49evzS91hbW2P9+vWizpsDAwPBGMOoUaMyXBs+fDi2bNkC4OcpsMxOuGhpacHOzg6LFi2Cv79/fspVGP6dU6ZMGbx69QrDhg2DnZ0datasCT09vQwRW9LCGMPVq1eVJVWG27dvgzGGWbNmZZpqpV+/fqhXrx66d++O0NBQLF68GN++fcNff/2lZLU5p1ixYjhz5gzOnTuHHTt2wMPDI8PJ0yJFisDCwgITJ0785WcsP+E4DlOmTMGUKVOyrTt06FAMHTpUCap+P/iIGoUtjPajR49gb28Pd3d3PHv2TCZyYc2aNdGpUydMmDBBsntGrVq1wqtXr+Do6IgxY8Yo1MbBwQGMMYVPsEuB4sWLo2nTpmLL+G2oXbs2Dh06hCFDhqBDhw7Yu3evELWlIDFy5EgwxmBiYqLwMxwREYGRI0eC4zjJpML08PAAYyxH69a4uDihnVSwsLAAx3G4f/++wr/Hu3fvhHZSiqiqyJqC4zgUL14cJUuWzH9BvzmdOnXC/PnzsW7dOkycOBFbt24tMFEuM0NlSFehEO3atZNb3rx5c8lOXuVRWPqRHgsLCzx9+hTOzs4YMWJEtvWjo6Oxc+dOMMYktblbpUoVMMYKfI7hqlWrii0hz9i8eTOSk5NhbGyM8+fPK/TbmJubY8+ePQgMDFSCQsUoDA4BBdWQrqamhtTUVFSvXh2tW7fO9fc8f/4cPj4+eagsbxg5ciR8fX1x/PhxWFlZiS0nV+jp6cHExARt27aFhYUF2rRpU2DDPUZHR+Off/4B8NPwkTZlgzzCw8Ph6OgIAJg9e3aB6fft27dx6NAhuLi44OPHjwD+Z2TMrs/5QYUKFfDq1SvcuXMHJiYmuf6eO3fuCN8nZYyMjLJ0wASARo0aSSblTHqICA4ODrC3t0dISIjcOvXq1cOkSZMwfvx40UMK6+vrIyoqCl26dMHOnTtz/T0nTpzA3Llz81BZ3kFEuHfvHoKCgvDp0yfExcVl6ziwdOlSJakrvHz69AkAUL169QzX0jrJNGzYMMvvad68OYC8S2fzq6TfpCUiJCQk4MGDB5m2Yf8fnlvMzd2IiAgAyDaPYt26deHt7Y3OnTvj4cOHWL9+PWJiYvDvv/8qQ+Yv0717d3Tv3h2pqal48eKF4Mikp6eH6tWrZ+nooCLv4A9V7N27V+H1+/v372Frayuqw0lanJycxJaQ5yxcuBAbN24UUjWlhYjw5MkTPH36FDt27MDcuXOxZs0akZRmzpAhQ3Do0CH4+/tj+vTp2LJlS6bvViLCjBkzEBAQAMYYhgwZomS1KgoKfKqjevXqwc/PDw0bNkSDBg1Qp06dbJ3i+QNkBR2VU23+kNu/q9R+j8K0F5+WoKAg3LhxAy9fvkRMTEy2aSWk8rzv378fdevWRatWrbBr1y64ubmhf//+Cr2zAEjGaUYGZR+BV1E4CA0NpdDQ0AITWikzCks/7t69K4SC27dvn1AuL9TXp0+fyMLCghhjpKmpmaMwNCp+P2rXrk0cx9GePXtkyrMKI+fj40OMMdLV1VWSyuyZOHEiMcaoQYMGMqEts+qHs7MzMcbI2NhYmVILHXwI2FatWv3S9zg5OUkyTGdqaip16NCB1NXV6fDhw2LLyRXpw4tqaGhQixYtaN68eXT+/Hn69u2b2BIVZvv27cQYo1q1ailUPzU1lWrVqkUcx9Hu3bvzWd2v8fjxY1qyZIkQQjht+FddXV0aNWoUubu7ixKufty4ccQYIwMDA3r16lWuvuPly5dUvnx54jiOxo8fn7cCVQhERERQ8+bNs02nw183MTGh8PBwUTV37dqVGGNkaGj4S98j1XHEyclJbtqZ7D5iwY/rCxcu/KXvWbBgATHGqGHDhnmkLOcULVqUOI6jgIAAudcVDZvMp3LQ1NTMD5k5pl27dmRhYZHrj1hoa2sTx3Hk6+urUP2oqCgyNTUVfqeRI0dSamqq6KHdC3uIY0NDQ6pWrRo9e/ZM4TZhYWFkZGRE1apVy0dlOSM3YdGfP38uyXGksDBlyhSZuUm9evVo1KhRtHDhQlq4cCGNGjWK6tevLzNXmTZtmtiy5dKhQwdBo6mpKR04cIBCQ0MpISGBEhISKDQ0lPbv30+mpqbCuC7m+zc9sbGxQijtyMjIbOtHRkYK9RMTE5WgUBzEHF/Sr9kVTX0ktXdWbt69T548kdQ8iyh3/QgKCiLGGBUtWjQfleWM3PTj6dOnxBgjDQ2NfFSm4uHDh2RmZlZg05j9Sno2NTU1seXLRXUiXUWuKCxePoWlH02aNBE8Xe3s7HDhwgX069dPuH7z5k3cu3cPPj4+OHz4ML59+wbGGJYsWVJo/gZSojB4t/O8ffsWAHJ0qo4/0Zk+VKGYXLt2DYwxzJgxQ+GIBzVq1AAAvHnzJj+lFXqaN2+O4OBg3Lt3D6mpqaKfbMxr3rx5g23btmHs2LGwtbXF6dOnMWTIEIW9LKtUqaIElVmzZs0aeHl5wcfHBzExMUhOTsadO3fg5+eHjRs3Qk1NDY0bN0a7du1gYWEBc3NzlChRQmzZcrlw4QIYY7CxsVGoPmMMgwYNwsqVK+Hm5gY7O7t8VpgzwsPDceTIERw6dAj37t0D8D/Pb01NTXTt2hVDhw6FtbU1tLS0RNM5bdo0ODs7IyIiAk2aNMEff/yBESNGoGzZstm2jYyMhJOTE/766y9ER0dDS0sL06ZNU4LqvMfNzQ0uLi749OkTjIyMMGbMGEmFvExISIClpSUePXoEIkKZMmVgY2OD5s2bC6HcIyIi4OfnBxcXF0RGRiIgIAAdO3ZEQECAaPeYqakpLl68iNevX+Pjx48oU6aMKDryg0WLFmHt2rUKnejgTwyLTa9evRAcHIxNmzbBxMQEffv2zfF3nDp1Cps2bQJjDL179857kQpSpkwZvHnzRjgJnVsSEhIA/AxzKwU8PDzElpArypcvj9evXyM0NBQtWrTItr6enh6uXbuGHj16wMvLC/v370dsbCwWLlyoBLWZU65cObRq1Qo9evSAtbU16tSpI6qevCYsLAyMMSQmJircJikpCaGhoZIKZ1tYSUlJwZcvXxSKbCKFdQiPj48Ptm/fDsYY6tWrh127dqFVq1Zy6966dQsTJkxAcHAw/v33XwwcODDTumLh4uICCwsLPHjwAAEBAVlGjiQiNGjQACdPnlSiwqxxcXHBqFGjULFiRYVOyevp6WHRokV4//49NDU1MWjQICWozJ7Ro0eDMYZVq1YpHLXr48ePmD9/vtxTnfXr18+QolJZ8BE8f0eePHkCoOCnZ7tw4QIAoFKlSiIr+TXCwsIAALq6uiIrKby8fPkSbdq0wdevX4WxnA9JX5D2VKWwds1LVIZ0Fb9Mamoqrl+/jlu3buHDhw+IjY3F6tWrZSYpiYmJSE5OhpqamqgbvVlR0PuxadMmJCQkYMeOHThx4gROnDghTLLGjx8v1ONfYjNmzMDixYtF0aoIz549w/79+4XfIy4uDpcuXRKMmwDw4MEDvH79GsWKFcs0bL8YFJZcOQAEPTkxin/+/BmAtCZVhcUhoCBiamqKPXv2ID4+HsHBwZINdZxbDA0NheeEiHDy5EmFN0EYY5LIKbVgwQIsWLAAKSkpuHv3Ljw8PODp6Qlvb298+/YNycnJ8Pf3R0BAAP7++29wHIdGjRoJhnVra2uxuyDAG5tzsplmZmYm01YK7NmzB4cPH4aXl5dMaEvGGNq2bYuhQ4diwIABksntVb9+fWzbtg0TJ05EdHS0cE/Vrl0bderUQaVKlaCjowNNTU0kJibi+/fvePv2LR4/fixsjBAROI7Dv//+K8l0O9evX8fAgQOhra2N+/fvZ/jbL1myJEN40d27d2PPnj0YNmyYEpVmzubNm/Hw4UMwxmBnZ4ctW7bITWcwbNgwrF27FjNnzoSjoyMePXqEzZs3Y8GCBSKo/l/YbADw8/NDt27dRNGR19y+fRt//fUXGGPo1KkTNmzYgNTUVDRt2lQYH6KiouDv748dO3bA1dUVbdq0wfHjx0XNYT99+nTs3r0bERERGDBgAKysrDBy5Ei0a9cuS+eZyMhIeHp6Yt++fbh06RKICAYGBpg+fboS1ctSrlw5vHnzBuHh4XKvK5p/+N27d8L3qcg9xsbGeP36NTw8PDBw4ECF2ujo6ODixYvo27cvLl68iBMnTuDx48f5rDRrUlJScOPGDXh7e2PBggWoVq2aYFRv166dKnR7AYZf32tra4usRJZPnz5h27ZtOHPmDB4+fKiQoU8q6xAeBwcHAD/T5/j4+GS5l2BmZgYvLy80a9YMr169ws6dOyVnSC9VqhRu376NRYsWYdeuXZnuKRQrVgzjx4/HypUrUaRIESWrzBw3NzcAwMCBA6Gunr3pQF1dHYMGDcKmTZtw5swZyRjSnZycwBjD7NmzFTakf/v2TWgnhfDIPKGhoWJLyBVeXl5yy/38/IQUO5mRkJCAFy9eYOPGjWCMoXHjxvmgUDH40PrpWbx4cbZrcr4ffn5+YIyJun+dWRqi8PBw6OjoZNmW78eSJUvAGEP9+vXzQ2Ke8u3bN4XCoQPSci5bunQpvnz5Ao7jMGfOHEycOFEm7VRBQJGc9QUOUc7Bqyg0uLm5yQ1FmD4kyPbt24njOCpRogR9//5dJLWZU1j6QUR0+fJlsrS0JDU1NblhOlu1akXnz58XW2ampKSk0OzZs0ldXV0mrJe83+PcuXNCOJm3b9+KpDgjhSlMHB/a3cnJSaY8qz4uX76cGGPUvHlzZcnMFh0dHeI4jry8vGTKs+rH1atXiTFGpUuXVpZMhUlNTaW7d+/Svn37aMOGDbRixQpavnx5lh+xCAwMFP7Ou3btyvX3SDUkb2ZhkRX5SK0v6UlJSSF/f3/atGkTWVtbk56eXoawz1ILuaSpqUkcx1FgYKDCbfh7VFtbO/+E5RD+b8z/vRs2bEjr1q2j169fiy0tS86dO0fVq1eXGyI8s9Bj/Kd69eqSnp/MmTOHGGPUt2/fDNeCgoJk+lOqVCnhv4sUKZLrcPd5TaNGjYjjOOrSpYvCbbp06UKMMWrUqFH+CcuGyMhI4e+5bNmyXH+Pt7c3jRw5kkaOHJmH6nLPiBEjiDFGRkZGQpqprEKG2tvbE2OMGjduLJOmRgx8fX2pbNmyGZ5xPT09atCgAZmZmVG7du3IzMyMGjRoQHp6ehme/bJly9Lt27dF7cfYsWOJ4ziaOnXqL30PH6a+a9eueaTs92TDhg3C3DunoYGTkpKof//+MuOnWPOsmzdv0sKFC8nY2DjDWFiyZEmysbGhAwcOFNgQ8LlZ6wYEBBBjjHR0dPJRWc7ITT/Wrl2boxRCysDHx4fKlSuXZbqWgrAOMTQ0JI7jyNHRUeE2u3btypPUL/nN169f6dSpU7RkyRKaOHEiTZw4kZYsWUKnT5+mr1+/ii1PLvz+6H///adwG1dXV2KMUY0aNfJRWc4oTHtzBRV5IelzGvKZr3/69OkC2w++vr6+Pr18+VK0fmSmKzfht9OnAJUKly5dot69e5O+vn6BDSXOj+uzZ88WW4qKNKhOpKvINY6OjpgwYYJwSqp06dL49OmT3BO1Y8aMweLFixEdHY3Tp0/D1tZW2XIzpbD0g6dTp07o1KkTYmJiEBgYiMjISKSkpEBfXx+NGzdG6dKlxZaYJePHj8fevXtBRKhYsSLMzMxw4sQJuXW7desGIyMjhIaG4sSJE6KeaPlVpOrdbmFhgadPn8LZ2TnLcGQ80dHR2LlzJxhjsLS0VIJCxahYsSKePXuGly9fwtzcXKE23t7eAIBq1arlp7Qc4+zsjOXLlwvhlBRl6dKl+aQoaxo0aIBly5aBiH7Jg7J///6wsLDIM115xb59+8SWkG9wHIdmzZqhWbNmmDVrFj5//oytW7di69at+PbtmyTDNGlra+P79+85iiTB15XaCbHKlStj8ODBGDp0KIyNjcWWoxDdunVD586dcfr0aZw5cwbe3t5ZpseoXLky2rRpg969e6NPnz4KnXgRC29vbzDG0LFjxwzXduzYASKCnp4e3N3d0aRJE/j7+8PKygpfvnzBzp07sXbtWhFUy/L8+XMAwKRJkxRuM2nSJFy+fBkvXrzIL1nZUqZMmTwJo9m6dWu0bt06DxTlDTdv3gRjDNOmTVPo3p84cSKuXbuGU6dOwd7eHjNmzMh/kZnQokULBAQE4I8//sDhw4eF3+fr16+Ijo7OUD/teMFxHGxtbbF69WrRQ1s2b94cu3fvFuZ8ueXkyZNgjMlET1CRc7p374558+YhKioK+/fvz1G6FXV1dRw7dgxjxoyBk5NT/olUADMzM5iZmWHNmjUIDQ2Fm5sbzp49C09PT0RHR+P48eM4ceIEOI6DmZmZcFq9bt26ourOTw4ePAhA3NR6heU0YVo+f/6MXr164fPnz9DR0cGYMWNQsmRJLFu2DIwx7N69W4hs4urqivj4eLRu3VpyqYwA4MOHDwB+pi1UFD59zq+m58hvdHV10adPH/Tp00dsKQrDR2qpXLmywm34Mf39+/f5oklZxMfHA4DkopAWZOTtG+RkL6FSpUr4448/RE0HlD60Pp/mxMDAABoaGpm2Y4xBW1sbBgYGaNWqFSZOnIgKFSooQ7JcMvu75+T30NbWxrRp0zIdV8VkwoQJcHR0BFCww4p/+/YNAGTS9qoQH+nuVqmQNM+ePcPkyZMB/MwH/e+//6JOnTqZ5mnQ1NREv379sGfPHly+fFkyBujC0g95FC9eHG3bthVbRo64evUq9uzZA8YY/vjjDyxfvhxqampZ5v8YMGAA1q9fj2vXrhVoQ7pUc+WMHz8ejo6O8PT0hJOTE0aOHJlp3c+fP6N///748OEDNDQ0MGHCBOUJzYbC4hBQEHOpqqmp5YkRv1ixYnJDEIuNIvdTQeXr16/w8vKCh4cHPDw8cP/+fRCRzH0l5oaoPAwMDPDs2TP4+/srHOLR398fwM/crFLB09NTYacfqaGuro4BAwZgwIABAH46ir19+xYxMTGIj4+HtrY2ihcvjooVK2YbPk5K8BuK8kLYnT17FowxTJkyRdgANjExwZQpU7BixQq4u7srVWtmaGlpIS4uLkebonxdTU3N/JL12yLvnko7501KSsqwMTds2DCcPHkSx44dE9WQDvycs+7fvx8bNmyAq6srvL298fDhQ7nPe6VKlVCvXj20adMGPXv2lEwI9M6dO2PRokXgOA6pqam5yjl46tQpPH/+HIwxdO7cOR9U5pybN2/C3NwcmpqaeP78OSpWrJhl/Xfv3qF69epITk7G7du30axZMyUplaVu3boYNmwY3r9/j5s3b+bY2MdxHPbu3Qs9PT2cOnUqn1TmDENDQ0ydOhVTp07F9+/fcenSJbi5ueHChQv4+PEjvL294ePjg4ULF8LIyAjW1taSCwGf2Vpo1KhR2c7NExIS8PLlS0RGRor+jPChmtNCRPjvv/8Uas/Pf0uVKoWFCxfmub7c8O+//+Lz58/Q0tLCrVu3UL9+fYSEhGDZsmUAfv5GPOHh4RgyZAi8vLxgZmaGdevWiaRaPtra2khMTMxRejy+rsrgmffw75+EhASF2yQmJgIo2MYrAPDx8QGgSteSV1y/fl34byKCpaWlEDbfyMgo03ZpDdA5WbvkF+lD6/NzxsuXL0syLVlmpD8IMmrUKDDGsHLlyizni2l/jyZNmkhyHe/g4IBdu3YB+GkT6dOnDxo1alTg8ooDP9fgz58/l/RBg98R1a+hIlds3rwZycnJMDY2xvnz5xXaXDM3N8eePXsQGBioBIWKUVj6UVjgB7xu3bph1apVCrXhT36EhITkm67sKIze7TxNmjTB9OnTsWXLFtjZ2eHChQsyHnE3b97EvXv34OPjg8OHD+Pbt29gjGHJkiWSMrAVBoeAgppLVUXBITPDOfC/DRFDQ0MhN7qFhYWknnPg5xj99OlT2NvbY+LEiVl6hwM/DVX29vZgjKFNmzZKUpk9BdWILo9ixYqhdu3aYsv4ZT5+/AgAGcb1Fy9e4N27d2CMZThpxP+OYp7mTkudOnXg6+uLN2/eKHzii48oUKdOnfyU9luSlJQEADJ5xdNuSn38+DHDiRXe4ZKPLiAFypUrh7Fjx2Ls2LFiS8kxVapUwcqVK3/pO9q1ayfkAJRKbsWjR4+CiNCjR49sjejAz8hN1tbWOHnyJA4fPiyaIR34GXnpV9m0aRM2bdqUB2ryFh0dHfTr1w/9+vUDEcHX1xdubm5wc3NDSEgIXr58KUT+KV68OLp06QJra2t069YNpUqVEk23h4dHBgddIoKfn1+OvqdatWqiGqALy2nCtFy4cAGMMYwePTrbXLUGBgY4f/48GjVqhI0bN6JLly6Schg3MjJCUFAQ3NzcFD4QwufxlloEOUWIiIjA2bNn8enTJxgZGaFHjx4oWrSo2LIEypUrh9DQUDx48AAtW7ZUqE1wcDCAn5GExGLFihVyy+3t7WXmW/Lg9+ZcXV3BGJNUFKPMSElJwZcvXxAXF5etA4NYc5TM9jibN29eoAzQ6Wnbti0YY5I87JEV6Q+C8A5XvXv3LtC/B/A/m0LdunVx7dq1Ar0P2qVLFzx//hx37tyBqamp2HJU8CgphLyKQgafNzl9Poys8s/4+PgQY4x0dXWVpDJ7Cks/CguVK1eWm/cmq9/j9u3bxBijYsWKKUllRgpLrpzMSE1NpUmTJimc63bmzJliS5bLzJkzhT7Y2NjQsWPHhP93dHSkQ4cO0aRJk6hkyZJCn1auXCm2bIGCnEs1Pc7OzuTs7Ey+vr5iS1FBP5+NJk2akJqaWob8itWqVaNRo0aRs7MzhYWFiS01W/gxmuM46t+/P/348SPTuj9+/KB+/foJ9T08PJSo9NeJj48nd3d3Onr0qOh5hn8HihQpQhzHkZeXl0z5vn37iDFGenp6GdoEBgYSY4w0NTWVJTNL+FyiOcnj3LVrV+I4jnbu3JmPyn5PKlWqlOGeSkhIIHV1deI4jtzd3TO0OXv2LDHGSEtLS5lSVRQwmjRpkuPclfy7zMTEJB+VqciM0NBQ2rZtG3Xu3Jm0tLRk1pPq6urUpk0bWr9+Pb1+/Vrp2tq1a0cWFhbCh9dlamoqU57+0759e+ratSuNHj2adu/eTd+/f1e69qzITe5kqcHnfz116pRQFhISIvQtOTk5Qxt+jThgwABlSs2WRYsWCeObvPEvPdeuXSMtLS3iOI4WL16sBIWK8/DhQxowYADZ2NjQly9fMlz/77//qFixYjJ7KVWqVKHAwECla80MW1tbYoxR8+bNFW5jYmIi7LWIRV7l4y5SpAjdu3dPtH5kxcePH2np0qXUsGFDYc5YkPI/h4aGUmhoqLCnpUJcPDw8yMPDg2JjY8WW8ssULVqUOI4jFxcXsaX8MqGhoaSrq0tVq1alz58/iy3nl7l27RpNmzaN2rVrR/Xr16dq1aqRkZFRpp9q1aqJLVkuKkO6ilzBT/r8/f1lyrNajNy7d48YY6ShoaEsmdlSWPrBk5SURGfOnKHZs2dTnz59qGPHjtS+ffssP5aWlmLLFuAXQukXEFn9Hnfv3hV9Q7Fq1apkaGgofHi9FStWlClP/zEyMqK6deuSpaUlLV68mN69eydaHxTh8uXLZGlpSWpqajKGNr6/rVq1ovPnz4stM1MKukNAzZo1ieM42rx5s1CWlSGdiKh///4Z2kgBXvOxY8fElpJnFOT3L/978Ibz0aNH0/79+0XZrM0LBg8eLPSpSpUqtHLlSvLw8KAnT57QkydPyMPDg1asWEFVqlQRnnsxN3zkERoaSnPnzqW5c+fK3YC7desWVaxYUebd1axZMwoNDVW+2N8EIyMj4jiOHBwcZMoHDRpEjDHq0aNHhjbe3t7EGKNy5copS2aWpKamkpWVFXEcRxMnTqS4uLhM68bHx9PkyZOJMUZWVlaUmpqqRKW/B126dCGO42jXrl0y5Y0aNSKO42js2LEZ2gwcOFBwqlOhIjNKlChBHMfRrVu3FG5z69YtYoxRyZIl81FZzvHz8xNbgtKJiYmhEydO0MiRI6ls2bIy663ly5eLLa9QGKCJ/ucgUJDnThoaGsRxHAUEBAhlL168EH4jeXPIO3fuEGOMqlSpokSl2fPx40fS1dUljuNIQ0ODJk+eTAEBAZSSkiLUSUlJoYCAAJo8eTJpamoK76xPnz6JqDwja9asIcYYtWnTJsO1iIgIKl68eIb9FMYYVapUiWJiYkRQnJHz588L99G0adOynAempqbStGnThPpnzpxRolJZ5O1TpXcUz+xTpEgRqlatGtna2krWiO7j40PlypVTuE9p/w4qVBR2ypYtK9emUFC5evUqFS9enGrXrk2XL18WW06uiIiIoPbt22f7Lk5/TarvLFVodxW5gg+JFRsbq3Cbz58/AwB0dXXzRVNuKCz9AABvb28MGzYMr1+/Fsooi9A+fHi2tOHNxKZYsWL4+vWrED5VEd6+fQsAooa7Kyy5crKjU6dO6NSpE2JiYhAYGIjIyEikpKRAX18fjRs3RunSpcWWmCWMMWzfvh29e/fG2rVr4enpidTU1Ax1zMzMsHjxYnTt2lUkpfIp6LlU06Krq4tv376hZs2aYkvJEzw9PTFy5MgC/f4FIIQm4z9SCi+YE/bu3YtPnz7B3d0db9++xZ9//im3Hv8bderUKU9CyeYlp06dwsaNG9G4cWOsX79e5tq3b9/Qu3dvfPz4UeY+u3v3Lrp3747AwMBsQ9pLlZSUFLx79w6AdEIk87Rs2RKhoaHYsWMHbG1tUbRoUbx8+RL//fefkHIjPU+fPgUAlC9fXtly5XLjxg3MmjULUVFRcHBwwJkzZ2BjYwNTU1OULVsWjDFERETAz88Px48fx4cPH2BqaorZs2fjxo0bmX6voiFY84ugoCDcuHEDL1++RExMDFJSUrKsz/4/L6PYmJub4/Lly7h+/bpMWPSBAwfi/v372Lt3LwwMDGBjY4MfP37AyckJLi4uYIxJbo6iQlrEx8cD+JlzWFH4HMM5yU+sDJo3b44GDRpg9OjRsLW1hb6+vtiS8h15IeBdXV1x7tw5Scwdhw8fDsYY9PT0xJbyS3h4eChULyEhAV+/fkWZMmUkl2NVR0cH0dHRSE5OFsrS7ouEhoaicePGMm3490NkZKRSNCpK6dKl4eLigp49eyIxMRE7duzAjh07oKmpiVKlSoExhs+fP8vk4dbU1MTx48cl9164evUqGGPo0aNHhmv29vb4/v071NXVsX79enTo0AGXLl3CggUL8P79ezg6OmLmzJkiqJala9eusLS0xLVr1/Dvv//i1q1bmDZtGszNzWFgYADg5/6El5cXtm3bhoCAADDG0LZtW/Tq1Us03en3dziOA2MMDx48KPB7c58/f0avXr3w+fNn6OjoYMyYMShZsiSWLVsGxhh2794tpPpzdXVFfHw8WrduDTs7O7Glq1ChFOrWrYsbN24gPDw8w9hXELG0tERgYCBatWoFKysr6OnpoUaNGtnu0zHGcPXqVSWpzJykpCR07doV9+7dAxGhcePGqFixojCftbW1RVRUFO7evYvw8HAwxtC0aVMYGxuLLT1TVIZ0FbmiYsWKePbsGV6+fKlwHk9vb28A0spfVFj68fjxY1hZWQl5cTQ1NVGzZk2UKlVKcou9rKhWrRru3r2Lhw8fyt2QlseFCxcAINucYMqkoObKUZTixYuLvmn+KxRUh4DCkksV+F8OvC9fvogt5Ze5d+8erKyskJiYCCKCtrY2atasiZIlSxaY9+/w4cPh5eUl5MELCQnB9u3bwRhDvXr1hHzo7dq1k9xGlTy0tbVx6dIlbNu2DRs3bhQcrtJTuXJlzJ07F5MnT5bExnRarly5AsaY3I2oXbt2ITIyEowxTJs2TdiAs7e3x6NHj+Ds7IwxY8aIoPqnY+Lff/+NEydO4MWLF1BTU0PdunUxcOBATJgwIVujzuPHj9GgQQNwHCezKSwFxowZg6NHj+L+/fswNjZG06ZN4eXlhfj4eBQtWhRDhgzJ0MbLywsAUKtWLWXLlYuFhYXMvR4REYFt27Zl2cbf3x9dunTJ9DpjTLTf6smTJxg9ejR8fX0VbsM7MUnBkN67d28sWbIEZ8+exbdv31CiRAkAwPTp0+Ho6IjQ0FCsWrUKq1atkmmnp6cnap7h9ERFReHVq1dQU1NDjRo1ZOYmWREdHY3//vsPwM9xSIqkpqbi4cOHCjtpANLoS6lSpRAZGYnXr18rvJHIj5UlS5bMP2G55MGDB5g1axbmz58Pa2trjBo1Cl27dpXc2J0f8E6+ZmZm+Ouvv4T1gJg4OTmJLSFP+P79uzBOt23bNsO769OnTxg/fjzOnj2L5ORkwXC1Zs0awfFEbGrUqIGAgAC8fv0azZs3B/DzGS5fvjwiIiJw/fr1DO8Afj9LinsVnTt3hq+vL8aNGwd/f38APx0ZeIfytJiYmMDR0RGNGjVStsxs4Z2rmzRpkuHayZMnwRjD8OHDBUf3Bg0a4NmzZ3B0dISrq6skDOkA4OLiAgsLCzx48AABAQEZciunhYjQoEEDnDx5UokKs6dKlSpgjEFTU1NsKb/Mv//+i8+fP0NLSwu3bt1C/fr1ERISgmXLlgH4X65r4KeTw5AhQ+Dl5QUzMzOsW7dOJNVZExMTA3d3dwQFBeHTp0/Z5noXYw7P7/0zxvDixYsM5bkh/XdJBSLCvXv3FP49AGDp0qVKUpc948aNg5eXF44cOVIonI5v3ryJYcOG4dOnTyAiREVF4c6dO5nWl9qBHScnJwQGBoIxhn379mHEiBEICQnBuXPnAEDmMMuZM2cwZcoUPHz4EAsWLEC/fv3Ekp01yj4Cr6JwMH78eGKMUfv27WXKMwvz9fXrVzIwMCCO42jBggXKlJolhaUfw4YNI8YYqaur0+rVqyUTDiqn/PHHH8QYo5o1a8qE8Mrs9wgJCRFylv7999/KlqtChVIpTLlUV6xYQYwxmjFjhthSfplevXoRY4y0tbXJ3t4+y1DJUicsLIz2799Po0ePpurVq2cIiaempkYNGjSgqVOn0smTJyUXRlEeqampdPfuXdqzZw+tW7eO1q1bR3v27KHAwEBJh6quXbs2cRxHZ8+ezXDN1NRUyAGfFhsbGyEMtxi8fv1a0C0vJ2HVqlWzzUOfXboKsZkxY4bc8GP29vYZ6sbFxZGenh5xHEfbtm0TQW1GchICUuqhIt++fSuE7+O1FC9enKpUqZJlWh3+IxU8PDzI3d09Q+670NBQatOmTYa/d4MGDSQTbjQoKIg6dOggk59TS0uLevXqRUFBQdm25593KeXt5ImNjaU//viDypQpk6O8qlLpi6WlJXEcR3Z2dgq3GT16dKahiMVk69at1LRp0wxjSsWKFemPP/6gZ8+eiS0x10RERJC7uzu5uLiQi4sLubu704cPH8SWlS1hYWE5/rx+/ZoiIyMpISFBbPkCTk5OxBijypUry+w9EP0MIc7ne04/5vXt21ckxRmZMmUKcRxH8+bNkykfNWoUMcaofPny9PTpU6H81q1bwtxErPmioty5c4fWrFlDQ4YMISsrK7KysqIhQ4bQmjVr6M6dO2LLyxI+RH368MIfP34U7qOrV6/KXOPX7WXLllWi0uyJjY2lmTNnUrFixTKdC+ro6NDs2bMLRY5lKdOiRQviOI4mTZoklGW1doqNjRXSA6a/38QmJSWFli1bRsWLF89R7nox1h2ZrXkK4vopK5ycnIRUZjn5SA0+vaVU1t+5JSQkhHR0dIR7v0iRItSwYUNq27YtWVhYZPuRAl26dCHGGHXr1k0oy+qd9fz5cypZsiTp6OjIzF2kBCPKxrVEhQo5BAYGwsTEBACwZ88ejBw5EsD/wuYEBwcLYXM+f/6M/v37w9PTExoaGnj69CmqVq0qlnQZCks/KlWqhPDwcMycORMbN24UW06uiYiIQI0aNRAbGws7OzvY29tDXV1d7u9x5coVjBo1Cu/fv4e+vj5evXql8AkYFSoKIlZWVrhy5Qp27twpEwK2cePGCA4Ohp2dHXbt2iXTZtCgQXBxcYGhoSFevnypbMmZ8u3bNzRq1Ajh4eE4d+4cOnToILakXFO6dGl8+fIFy5cvx+LFi8WWk6e8ffsWnp6e8PT0xPXr1wWvad7DlTGG+vXrIygoSEyZhRJ9fX18/foVfn5+aNq0qVAeHR0NfX19EBFcXV3RvXt34drp06fRr18/lC9fHu/fv1eq3pSUFLRq1Qp+fn4AAE1NTTRs2BAJCQl49OiRcGKZ4zisW7cOs2fPlvs9ISEhaNCgARhjCp38FIOzZ88KYc8NDAwwfPhwWFpaZqjn4uKCefPmgTEGDw8PScwZPT098+V727Vrly/fmxWTJk3Czp07wRiDnZ0d5syZI5mT/3nJkydPEBISguTkZNSsWVPu6TYx8PDwgLW1NWJjYzOcVGGMQU1NDUuWLMHixYszPRUh1ec9Li4OlpaWuHPnTrancNIjlb5s2rQJc+fOhbq6Oq5evZpt5DUvLy907NgRKSkpWLNmDebPn68kpYpz//597NmzB4cPHxZSrfH3Fh+6dsCAAZJPS0NEcHBwgL29PUJCQuTWqVevHiZNmoTx48dLMroRvzbPLZUqVULLli0xcuRIUU+MDRkyBEePHsXUqVPxzz//yFw7cuQIhg4dCsYYmjRpgnbt2sHT0xN3794FYwznzp2DlZWVSMr/x9mzZ9GzZ09Ur14dz549E8ofPHiApk2bIiUlBWpqamjUqBF+/PiBZ8+eISUlRVJ94OGjAxgYGBT49F9aWlpITk6Gj48PWrZsKZSfOXMGffv2hZaWFqKjo2VOSd+9excmJibQ0NBAQkKCGLKzJDo6GteuXUNgYCA+ffoE4Oc6uGnTpmjfvr3kUl8WRvh9hxMnTqBPnz4AgIcPH8LY2BiMMSQmJkJNTU2mzY4dOzB58mT0798fLi4uYsiWy/Dhw3Ho0CEQEdTU1KCvry9EXKtUqRK+fPmC79+/A/g51pcuXVoY31+9eqVUrWlP+u/bt09ueW5I+11is2jRIqxdu1aheS9/6pknfToFsUlMTMScOXNgb2+Pli1bwsbGBrVq1VJofiilyKsDBw7E8ePHoaWlhU2bNmH06NE5StkkBQwMDBAZGYmDBw9i8ODBAGTXf8nJyRnmk8uWLcOKFSswadIk/Pvvv2LIzhrRTPgqCjwzZ84UvEhsbGzo2LFjwv87OjrSoUOHaNKkSVSyZEnBU2nlypViy85AYeiHlpYWcRxH3t7eYkv5ZQ4ePCj8natUqUITJ04Ufo9x48bR2LFjqV69eoJXlpqamtwTe2Ly8uVLat++PVlaWtLbt2+zrf/27VuytLRUuL4YJCUl0ZkzZ2j27NnUp08f6tixI7Vv3z7Lj6WlpdiyCxWrVq0ixhgNHjxYpnzNmjXCs7B06VJ68OAB3b59W+bZSeu1LBWePXtGjRo1InV1dRo7dixdv36dPn/+LOlTwvIoVqwYcRxHfn5+YkvJd969e0dLly6lkiVLStqbujCgoaFBHMdlOHFz/vx5YoyRhoYGff/+Xeaan5+faBEojh49KtwPAwcOlDldGxkZSXPmzCENDQ2hzvz58+V+j9RPpKuQDvyJiZEjR4ot5beDj9DFjwOmpqY0d+5cmjZtGjVq1EhmfOjVqxfFx8fL/R6pPu+rV6+WiQDg4OBA/v7+9PLlSwoNDc32IwViYmKE0/Q6Ojq0bds2uRFz4uLi6J9//iEdHR1ijJG+vj5FR0eLoFhxEhMT6eTJk9SjRw9SV1eXOaVeokQJGjNmDPn4+IgtUy4RERHUvHnzDJFb5J1U4ziOTExMKDw8XGzZGciraCYcx1GXLl0oKipKlH40aNCAOI6jo0ePZrhmZWUlvN+SkpKI6Oe9x58IHTRokLLlyiUxMZFGjBhBtra29PLlS5lru3fvFuZe6T8rVqwQSXHm8PfFvn37xJbyy5QvX544jqNjx47JlE+ZMiXTyB+3b98mxhiVKlVKWTJVFDD49WFAQIBQ9uLFC+HZ+fLlS4Y2d+7cIcYYValSRYlKs+bixYuC5lGjRlFUVBQFBwdnmBM+fvyYpk+fTurq6lS7dm169OiRiKoLL76+vsLfvnPnzhQUFESBgYFCWWpqKn369IkuXrwoRGM0NzeXbASd1NRU2r17N5UuXbpARpXiqVixInEcJ8nxWlE0NTWJ4zi6deuWUPb06VPh3kq/n0VE5OXlRYwxqlWrljKlKozKkK4i16SmptKkSZNkFkKZhV9hjNHMmTPFliyXwtAPPuRz2glVQebYsWOCoSar36J48eJ06tQpseVmYNmyZTkOjdi2bVviOI7++uuvfFSWO27cuEGGhoZyf4PMNkakuDFKVLAdAvgN5+LFi8tscv748YOMjIzkPi/8puibN29EVJ4ReSG6CuoEt379+sRxHN28eVNsKfnCkydPyMHBgQYPHkwVKlSQRHi13wHeAHLmzBmZ8nnz5gkbu+nhDem6urpKUvk/evfuTYwxatGiRabOML6+vlS5cmXhvhk/fnyGOlI1rBVE0ocKL2zwTqTXrl0TW8pvx6ZNm4Tn9N9//81w/ezZs2RoaCjUsbCwkJt2SqrPe8OGDYkxRq1bt5ZUGOqccuXKFWHTneM4Kl68OFlYWNDgwYNp8ODBZGFhIRMyUkNDgy5fviy27BwRHh5Oa9eupbp162Yw0NapU4fWr18vmY3e+Ph4Yc7I2M/wzVOmTKH9+/fTpUuX6NKlS7R//36aOnUqlStXTuhP/fr1M3VGEQsnJydycnKili1bCuFGe/fuTatWrSIHBwdycHCgVatWUe/evYU0bC1btqS9e/fSli1baMyYMVSmTBnh92rbtq0o/ShXrhxxHEe3b9+WKU9MTKSiRYsSx3Hk5OQkc23fvn3EGKNq1aopU2quefz4MS1YsICsra2pa9euNG3aNMk6//Ihnv39/cWW8st06dJFcCbjiY2NFe65pUuXZmjj4uJCjDGqW7euEpX+Pjx8+JBmzJhBzZo1Iz09PZm0NAVl34FPy5D2nfXlyxfhXZo+lQDR/4xS2traSlSaNQMHDhScFXmymhO6urqSuro6GRkZ0devX5Up9bdgxIgRxBgjIyMjwXEsq9/D3t6eGGPUuHFjyc2Tk5KShNDu2e1by9vHlhL8PETqqUyygl9npLVVffjwQfh7P3nyJEMb3vmnWLFiypSqMCpDuopf5vLly2RpaUlqampyX0StWrWi8+fPiy0zWwpyPwYNGkQcx5Gzs7PYUvKMT58+0YoVK8jU1DSDJ7WxsTH98ccfFBERIbZMuZibmxPH5Sxv+5YtW4gxRu3bt89HZTnn0aNHwolb/qSjsbFxgcrLwlMYHAIKci7VtPzqCRYpsWjRIuI4jtauXSu2lDwhO8M5/6lZsyaNHTuWDh48KLbkQomFhQVxHEcjRowQypKTk4V32Ny5czO0OXPmjGjeu7xD36FDh7Ks9+HDB2rWrJnwLA8ZMkQmL6lUDWsFEXV1dWrbti2tX7++UJ7g4E973b17V2wpvx3t27cnjuMyRMhJS1RUlHCik+M4MjU1zTB3kerzzs97//vvP7Gl/DLXrl2jihUrZjAypx/XK1WqRNevXxdb7i9x8+ZNGjt2LJUoUUKmvxoaGtSrVy+6cOGCqPr++usvQdOYMWPknsLh+fHjB40bN06oL0VH6/HjxxPHcdS7d+8s1+QRERHUq1cv4jiO7OzshPK4uDhh857j5J8Kz294R5P0xicfHx9BV3pHDP5a0aJFlaj094B3NPHy8hJbyi/DO1xw3M9ITdu2bRPW6mpqanLnZbNnzybGmKRz10dERJC7uzu5uLiQi4sLubu7S8ZZKSs2bdoknIwsyPsOpqamxHEcHT9+XKbcwMAg0/1HPnqhvr6+smRmS9WqVYnjONq5c6dQlt2c0M7OjjiuYJ/OlSo1a9YkjuNo8+bNQll2vwdvrE7bRgps27ZNeH4NDQ3pzz//pFOnTtG1a9fIw8Mj24+UqFWrFnGc7GnuggYfTTi9La1EiRLEcRzt378/Q5u9e/cSY4x0dHSUJTNHqIsdWl5FwadTp07o1KkTYmJiEBgYiMjISKSkpEBfXx+NGzdG6dKlxZaoEAW5H7NmzcLJkyfxzz//YMiQIVBXL/iPtr6+PpYsWYIlS5YgNTUVUVFRSElJQalSpaChoZGhfkxMDIoXLy6C0ow8evQIAGTy2mZH48aNAfzMcSQl1qxZg9jYWKipqWH58uWYNm1agcxF//jxY1hZWSEuLg5EBE1NTdSsWROlSpWSZO7BzMgsD23VqlVx48YNyeZSTc+ff/4ptoQ8Y/r06XBycsLGjRsxcOBAGBoaii0px+zatQseHh7w9PTEhw8fhHJKk/uqVq1asLCwQLt27WBhYQEDAwMxpP429OnTB56enjhw4ADKlSsHc3NzHDhwAGFhYWCMwcbGJkMbf39/AEDlypWVLVfIlVi3bt0s65UrVw4eHh7o2bMnPDw8cPToUcTGxsLFxUXu2C4Gr1+/zpfvrVKlSr58b2akpKTgxo0b8Pb2xoIFC1CtWjX06NED1tbWaNeuXYYcigUNExMTnD9/Hk+fPpXsWMezf//+fPne4cOH58v3ZseDBw8AAEOHDs20jp6eHs6dO4eJEyfC0dERAQEBaNeuHa5cuYLy5csrS2qu0NTURFxcnNKf2fygffv2ePHiBfbv34+zZ8/KzW1rbW0NW1tbaGlpiaz210hMTERCQoKQ/5l+HhpBcnIy3Nzc4ObmhsaNG2PHjh1o3ry50vUdPXoUjDF06tQJjo6OWdYtWrQoHBwcEBYWhsuXL+Po0aNYsGCBkpRmz5kzZ7Br1y60atUKp06dyjJfetmyZXH69Gm0adMG+/btQ+fOnWFjYwNtbW3s3bsXDx48QGBgII4ePYqBAwcqsRc//84xMTGIjIyUKedzddeoUQPlypWTuVakSBGl6fvd6N69Ox49egR3d3eYm5uLLeeXGD58OPbu3Qtvb28cP34cx48fF66NGjUKderUydCGf5ZatWqlTKnZQkRwcHCAvb09QkJC5NapV68eJk2ahPHjx0tub+XixYuYM2cOgJ+5nVu2bIlmzZoVuH0gAGjRogUCAgLg5+eH/v37C+VWVlZwcnLC+vXr0aNHD9SsWRMA4Ovriw0bNoAxBlNTU7FkZ4B/59aqVUsoS7suSUhIyDAn6d+/P/bu3YvTp09jyZIlyhGaByQkJMDb2xufPn2CkZGRKPOP7AgPDwcA1K9fXyhL+2wkJSVlWKcPGzYMJ0+exLFjxzBjxgyl6FSE3bt3AwBatmyJq1evFugx29raGps3b4aXlxdatmwptpxc0bRpUzx+/BiBgYHo2rWrUN62bVucO3cO//zzD2xsbITn/evXr1i3bh0YY6hXr55YsrNGVDO+ChUq8ozt27eTmpoaWVtb08ePH8WWkyvWr1+fq3Zfv36lFi1a5LGa3MN7t+fkJPC9e/eIMUaampr5qCzn8HlZZs+eLbaUX2LYsGHEGCN1dXVavXq13BCjUmHmzJk0c+ZMyUZcUJGRoKAgqly5MpUtW5Z27dpV4EKOpY3AwH/q1q1LEydOpKNHjxaIkwaFjfj4eKpXr16GE4SMMZkwkWnhT/IsWrRIuWLpf6HHFE1xEB8fT9bW1kL/OnfuTLGxsZI4oZqTVBOKfsQIDXnz5k1auHAhGRsbZziNWrJkSbKxsaEDBw4U2BDwly9fJsaYZNKvZIW8k8AF8Z7iyek8d8GCBcLfoGbNmvT69Wsiku6JdDMzM+I4TvQTzCqyJywsjFasWEHVq1eXGSfV1NSoW7dudOTIEVq0aJGQVoSPruXr66t0rbmJdPDff/9J8lROp06diOM4cnFxUbgNH7a6Q4cOMuU7d+4UoiIom6ZNmxLHcbRw4UKZcj6P/ZgxYzK0uXTpknDSTcokJSVRZGQkRUZGCqF6pU54eDiVLl2aSpQoQcHBwWLL+WW+f/9Os2fPpipVqpCmpiZVrVqVli5dKvf3cHNzE8ZDKYW2j4iIEJ6HrE5z89dNTEwoPDxcbNkydOnShRj7mXve29tbbDm/BH+f1KhRQ6Y8ODhYmJtpaGiQiYkJ1a1bl9TV1YXfR0pzGj7lR9p55Nu3bwWt/DwxLQEBAcQYIz09PWVKzZLQ0FCaO3cuzZ07V25++lu3bgn7qfynWbNmFBoaqnyxWcCny0r7e7x+/Vr4Pd69e5ehDf97lC5dWplSs4Wfa7m6uoot5Zf58OEDlS9fnkqXLk2vXr0SW06u4KOztGrVSqb87Nmzwv1Vq1YtmjNnDk2cOJEqVaoklMtLHyYFVIZ0FSoKAcuXL6fly5eTmZmZEGqsV69eNH/+fOFaVh+pwHEc7dmzJ0dtvn79SiYmJpLahNPX1yeO4+jq1asKt7l69SoxxqhkyZL5qCzn8JOqgr7oKEgOAfzEISQkRKbc0NCQqlWrRs+ePRNJmYqsePXqFZUtW1YwcJQrV46MjIyy/EglvyJjP3NwTp48mVxcXFROHBIhPDyc+vXrR5qamsLm//Dhw+nbt28Z6np6egrvDjFCYvIh4XKSYiY5OZkGDRok6DY3N6ebN2+Kblj7ldQTUg0N+erVK9q6dSt17tyZtLS0ZHSpq6uTubk5rVu3jh4+fCiqzpzCG2gnTJhAiYmJYsvJlMJ2T+nq6hLHcTkKgbh27VpBd9WqVenZs2eSNaQ7ODgQY4xGjx4ttpRcwxuT161bJ7aUPCc+Pp4OHTpEHTt2JDU1NRnjjqGhIa1YsYLevn0r0yYlJYWcnZ1JX1+fGGPUuXNnpesuVaoUcVzO0lHcvXtXMABJCT7Pc276UrZsWZlyftwvUqRIXsvMlvnz5xNjjHR1den8+fMUExNDW7duFd5L8pweNmzYIHdTWAqEhITQ1KlTqW7dusKzwa9L6tSpQ1OmTJG8gdrX15cqVqxIJUqUoNWrVxdY40FOiYqKotDQUEkZ2OLj4wUnXf7ZnTJlCu3fv58uXbpEly5dov3799PUqVOpXLlywnu4fv36FB8fL7Z8AX5vbsuWLWJL+WUSExNpxIgRZGtrSy9fvpS5tnv37gwpMfmP1MKh86nKrl27JpQlJSUJe49nz57N0ObUqVOijRWZ8ffffxNjjJo0aZLhWnR0tDBWpv896tevL6l1C5+iLe0eQkJCAqmrqxPHceTu7p6hDW8I1dLSUqbUbOH349KnbCmoBAUFUbVq1YQDO/IcNqTMly9fqGrVqlSlShV6/vy5zDU7O7sMzlj8/1tZWcmk/5MSBT/+swoVKrBs2TIhpBpjDHFxcUIIO0VYunRpfspTGCLC+PHjoauri379+mVbPyoqCp07d8bdu3ezDCmnbAwNDfHlyxd4eHjA0tJSoTbXr18HoPzQr9lRpkwZvH//vkCHxAH+F3a4T58+IivJPXxI58TERLGlqEjHyZMnYWdnh5iYGCGUaPowkfKQynsrMjJS0ulLflfKly+PEydOICEhAVFRUdDX14empqbcupUrVxbGkTZt2ihTJgCgYcOGePHiBa5evapwuGk1NTUcPnwYOjo62LNnD3x8fJQe1lUe+/bty/K6vb09/Pz8oKGhgc6dO6N58+ZC6NeIiAj4+fnh8uXLSEpKgomJCSZNmqQM2VliaGiIqVOnYurUqfj+/TsuXboENzc3XLhwAR8/foS3tzd8fHywcOFCGBkZwdraWjIh4LMKi163bl20atUKu3btgpubG/r37486deqgaNGi2X6vMsOiv3r1Smn/ljIwNDREcHAwgoKCMk05k5758+ejePHimDp1Kt68eYO2bdvi77//zmeluWPs2LFwcXHB/v370bFjRwwePFhsSTlGU1MTSUlJBT48clpu376Nffv24dixY/j27RsACOmaevXqhTFjxqBjx45y51Ycx2H48OFgjGHEiBEICAhQtnzUqVMHvr6+ePPmjcLpKN68eSO0lRL83//jx48Kt+HrxsTEyJTza0wx0rtMnz4dO3fuRExMDHr06CFzrW7durC2ts7Q5ty5c2CMSSqlSGpqKubOnYutW7ciNTVVJjUT8PM5efLkCZ4+fYqdO3diypQp2LRpk+TCWlerVg3AzzQNMTExQpo/HR0dlCxZMsv5CGMML168UJbUPEdPTw96enpiy5Bh8+bNePjwIRhjsLOzw5YtW1CsWLEM9YYNG4a1a9di5syZcHR0xKNHj7B582bJpKOIjY0FIM76KK/R0NCAk5OT3Gt2dnZo06YNnJycZFL9DRs2DCYmJsoVmg0NGjTA69ev8fDhQ7Rv3x4AoK6ujiZNmuDOnTvYt28funfvLtNmx44dAH6mNJQKV65cAWMMvXr1ynBt165diIyMBGMM06ZNQ4cOHXDp0iXY29vj0aNHcHZ2xpgxY0RQnZH69evj/fv3ePz4sTBv1NTURP369REcHIxjx46hQ4cOMm0OHDgAAKhQoYLS9WZFo0aNcPXqVYSFhQnpUwsq/JgYGxuLjx8/YsKECZg4cSJKly6d7VpXKmNiyZIlERoaKvfa7t27YWZmht27d8u8s4YPH47p06dLbo7CozKkq/glkpOTce7cOdy4cQMvX75ETEwMUlJSsmzDGMPVq1eVpFAxCkM/5C2YChrW1tZwc3ODra0tdHV10bFjx0zrfv78GR07dkRQUBA4jsPWrVuVqDRrOnbsiLt372L79u2YOHFitrmE3717h+3bt4MxlmWfxaBNmzZwcXHBgwcPcpTzXWoUJIeAokWLIi4uTjD+q5A2t27dwqBBg4Qxo2rVqmjYsCFKliwp2clfelRGdHGJiopCqVKlMr2upaWV7ThiZGQEIyOjvJamMBYWFjh16hROnz4Ne3t7uRtt8mCMwdHREcWLF8eWLVvw7t27fFaaPSNGjMj0mp2dHfz9/dG5c2fs2bMHFStWlFvv3bt3GDt2LC5duoQbN24I+dqkgI6ODvr164d+/fqBiODr6ys4X4aEhODly5fYunUrtm7diuLFi6NLly6wtrZGt27dsrxP84uRI0cq5HQUHh6Obdu2KfSdjDGlGtKltOmXFzRt2hT379/HxYsXMW3aNIXbTZo0CcWLF8fo0aMRERGBkSNH5p/IX+DNmzfYtm0bxo4dC1tbW5w+fRpDhgxR2ElDCk6xFSpUQFhYGNTVC/52z/r16+Hs7IzHjx8D+N8at169erCzs8Pw4cOhr6+v0HfxOWK/fPmSP2KzYOTIkbh16xZ27tyJnj17KtRm586dSn9fKUKVKlXw7NkzHDlyBJ07d1aozaFDh4S2aeEdT8uUKZO3IhXAwMAAbm5uGDRokJAjFvi5eX3ixIkMY8+LFy9w48YNAJDUmn3IkCE4fvy48GzUr19frpPfgwcPkJKSgq1bt+L9+/c4duyYmLIzkH6zne9PTExMBgeM9EjFObkwcfToUTDG0KlTJzg6OmZZt2jRonBwcEBYWBguX76Mo0ePSsaQXrFiRbx8+fK3OIxQu3Zt/PXXX2LLyBYLCwucPXsW7u7umDx5slBua2uL27dv4/Tp0xgxYgRsbGzw48cPODs7w93dPVOjtVi8fPkSAOQ6Kri4uIAxhr59+2LLli0Afu53f/z4EcePH8fJkyclY0g3NzfH5cuXcf36dYwdO1YoHzhwIO7fv4+9e/fCwMBA+D2cnJyE/qXNey0FJkyYAHd3d+zZs0dS90pukDcmFrQDO9lhZ2cHOzs7sWXkCEYF0dqmQhJ4e3tj2LBheP36tVCW1e3EGAMRgTGWrZFamRSWfhQGEhISYGVlBU9PTxQrVgzu7u5o0aJFhnofP35Ex44dERwcDI7jYG9vj3HjxomgWD5hYWGoVasWkpOTUbt2bRw9ehQNGzaUWzcoKAiDBg3CkydPoKGhgYcPH6J69epKVpw5fn5+aN26NRo0aIDbt28X2A25wYMHw8XFBfv27ZPcZlR6GjdujODgYIwaNQqOjo7CJIjjODDGEBwcjHr16omsMu8gIty7dw9BQUH49OkT4uLisnUEkkoUDQDo3r07Lly4AF1dXRw6dAjdunUTW1KekZycLGw26+npFdjnX+poaGigVatW6NGjB6ytrSV38kwRwsLCBK/pdevWYc6cOTn+jmXLlmHFihUAIMk51okTJ2BjYwNTU1PcvHkz25PaKSkpMDMzQ0BAAI4cOQIbGxslKc09YWFhglHd09NT2HRkjIHjOLRs2RI9e/bEoEGDULlyZaVoyg+HJCneXwWJw4cPw9bWFmpqaggNDc3UoSQzTp06hSFDhiApKUmSayp+vgVA0KcojDEkJyfnlzSFGTlyJA4cOIDt27djwoQJYsv5Jfjfg4hQrFgx2NjYYMyYMTAzM8vxd7148QI1a9YU5Z4jInTr1g2XL1/G+PHj8ffff0NbW1tu3YSEBMyePRv29vbo0qULzp8/L6lN0Xnz5mHjxo1gjOGff/7BlClTsqy/bds2TJ8+HYwxzJ49G+vXrxeurVy5En/++ScsLS3h7u6e39LlkpiYCB8fH3z48AEGBgZo06aN3Dmvt7e3cJBi7ty5CjnW5DdHjx7FkCFDwBhDw4YNsWvXLsFhJD1+fn6YMGECAgMDwRjDoUOHMGjQICUrzpxRo0b9UvvsIgqpyBk6OjqIi4vD6dOnFXb+cXV1Re/evVGsWLFsnR+UxaxZs/DPP//ken2iIu959eoVqlevDi0tLYSGhgpOP8nJyWjZsqXciKNEhKpVq+Lu3buSid6gr6+Pr1+/ws/PT+bQUXR0NPT19UFEcHV1lTldf/r0afTr1w/ly5fH+/fvxZCdgZCQEDRo0AA6Ojp4+/YtSpQoAeDnSWhjY2OEhobK/T1KlSqFe/fuoVKlSmLIzpRJkyZh586dmDVrFtatWyd6dLXcohoTpYnKkK4iVzx+/BgmJiaCwUNTUxM1a9ZEqVKlFNrw4sOPik1h6Udh4vv377CwsBAmSF5eXqhfv75wPTIyEh06dEBISAg4jsPOnTsl48mXlo0bN2LevHlgjIExBgsLC5ibmwunCsPDw+Hl5QVPT0/BaLh69WrJeO6mxd7eHtOmTUO3bt2wd+/eAnl6tSA5BCxfvhzLly8HYwzly5dHtWrVoKGhAQ8PDzDGYGJiovBpTx6pRdDgcXZ2xvLlyxEWFpajdlLacC9Xrhw+ffqEzZs35+hknlR59OgR7O3t4e7ujmfPngnvJ8YYatasiU6dOmHChAmFyplDbPj5Br9ArVatmmBUl0JobUVZunQpwsPDUbp06Vyfhti2bRtOnToFQHpzrE6dOuHatWs4fPiwwiHojx07hsGDB4tqIMgtfAj4s2fP4vz580JYXsYY/vzzT6U5NOV0fFCUwnZKXJl8+/YNZcuWRWJiIiZMmAB7e/scf8fly5fRt29fxMbGStKQnluk0peAgACYmZmhSpUquHv3rrApWhDhOA6mpqYYM2YMBg8eDB0dHbElZYmXl1em1xISErB48WL4+/ujXLlygnNW2bJlwRgTTg4fP34cHz58gImJCVavXg1NTU20bdtWib3ImqioKNSrV08YF0xNTWFra4tmzZoJJ8s/fvyIgIAAHDx4EH5+fiAilC1bFg8fPpSJblK/fn08fvxYsutgqWNpaQkPDw/Url0b/v7+2a4Rf/z4ARMTEzx58gTt2rWT3FyroMGn8Uu/1lY0vZ88pLJu542E/v7+CqcyCAwMRLNmzaCnp4fPnz/ns0LFeP/+PRo1agR1dXUEBgaifPnyYkvKNRzHgeM43L9/X+G1OO9AxnGcJBz9eEJDQ5GSkoIKFSrIRI388uULpk2bBhcXFyQlJQH4+Ux069YNO3bskJTRVlNTEykpKfD19ZVxYLpw4QK6d+8OdXV1fPnyRea97O/vj+bNm0NTUxPx8fFiyJaLp6cnkpOT0aRJE5kxOiwsDLa2tvDx8ZGpb2xsjAMHDqBRo0bKlpolfEqwHTt24M6dO6hcuTL69u2LWrVqSS711++ApaUlGGPYu3evwmvv9+/fw9bWVjJjYXpUhnQVuWL48OE4ePAg1NTUsHz5ckybNk3yi1p5FJZ+FDY+ffqENm3a4OnTp6hQoQK8vb1haGiIDx8+oEOHDnj06BHU1NTg6Ogo2bCQwE8P++XLlyM1NTXTUwREBI7jsHz5cixatEjJCrOHPx148eJF+Pr6okiRIujUqZPC4S2ldHK4oDgExMfHo0OHDrh169Yvf5eUI2gsWrQIa9euVSgNBd8PntTU1PyUliOKFy+O2NjYDJ7IBZGFCxdi48aNcvMr8vAnU+fOnYs1a9YoWWHh5NatWzKhtYH/GdVLlCiBzp07ixpaW8VPeKeZ3GwolilTBhEREfmsMP/gQ8C7urri3LlzGDBgAJYsWSK2LBUicvHiRXz+/BkaGhq5jrZw+/ZtXLx4EQDw559/5qW8X8LZ2fmX2meVHkKZODg4YMqUKTA2Nsb27dvRqlUrsSXliuDgYDRo0EBsGQqTNqJBXiGVSAdpCQ4OhpWVFcLDw7PtLxGhfPnyuHjxokyUtpcvX2LlypUAgD/++AM1a9bMV82FEd7YuWfPHoX3RZycnDB69GiULFkSUVFR+SuwkJPWGTbtWjttJA1Fkdq6vXXr1vD19c3ViXQzM7MMhjcxuXnzJnr37g0dHR38+++/BTaCXG4iFIoZieVXiImJwbNnz5CcnIwaNWpIcg1ctmxZfP78GadOnZIJIz5//nxs2LABJiYmuHPnjkwb3pBeokQJfP36VcmKc8+TJ09k8lgruhZWNr8yB5PiXKugUxjfWSpDuopcUalSJYSHh2PmzJnYuHGj2HJyTWHpR2HkzZs3aNOmDd68eYNq1arh6NGjGDZsGJ48eQI1NTXs3bsXw4YNE1tmtty7dw/r16/HxYsXM0yUSpYsie7du2POnDmS8+TjST8RyWmIS6kMfAXNISA5ORnHjx+Hu7s73r17h4SEBHh6eoIxhmbNmuX4RDogrdOdt2/fhpmZGRhj6NixIzZs2IDU1FQ0bdpUmMBGRUXB398fO3bsgKurK9q0aYPjx48Lob+kQsOGDRESEgJPT0+0adNGbDm5ZurUqbC3txc2fOrWrYsWLVoIXvsfPnzAnTt38PDhQwA/FxpTpkzBP//8I5rmwkhoaCjc3Nxw9uxZuaG1zczMhNPqdevWFVlt1vApc3R0dCS5+ZFTihYtioSEBJw/fx5dunRRqM2lS5fQtWtXaGtrIzY2Np8VKo+kpCRoaGiILaPAMHr0aAA/n+M9e/ZkKM8N6b9LhYq08PcWP24zxlC5cmU0bNgQenp6WUY6kdq9xfela9euGDBggMhqsud3SkcRHR2NZcuWwdnZOVODgK6uLoYPH45ly5ZJJhxvYSI3Dr13794VIpxJJfx2QcXCwkLYG0m71k5bnhuksG53dHTE+PHjYWVlhfPnzyvUplu3brh06RLs7e0xfvz4fFaoGHx0gPfv3+Pp06dgjKFkyZKoWbNmtvtAUjsR+StGKamdSC8MtG/fHl5eXhg2bBicnJwA/Nz/rFGjBl6/fp0hlQkA/Pfff+jTpw9q1qyJJ0+eiKC6cFMYokoVJlSGdBUq/h9tbW0kJSXBy8sLrVu3FltOriks/UjL1atX4eTkhFu3buHDhw+Ij4/PEPrHy8sLDx48QIkSJWBrayui2qx58uQJzM3NhbBQRAQ1NTU4OztjyJAhIqvLGUSEV69e4dOnTwCA0qVLw8jISFL57uTxq5tBUjk5XBgcAgpTjvSRI0di//79MDQ0xNOnT6Guri7kZpI3YdqxYwcmT56MRo0a4fbt29DU1BRJeUb4vM6LFi0STtUUNHx8fGBubg7GGOrWrYtdu3ZlenLt1q1bmDBhAoKDg8EYw40bNwrsKTepw4fWdnNzw4ULF2RCawOAkZERrK2tJRsCnn9nbdu2DZMmTRJbzi9Tt25dPH36FIMGDcKhQ4cUajN06FAcOXIEtWrVwuPHj/NZYe6IjIxEcHCwcCqtVKlSMDY2lpzTUkEm7RxE3om1nCKlE2sqpIm8eS+AbO83Kd5b/NiWEycmMfH09MyX723Xrl2+fG9ekJiYCH9/fzx48ABfvnwBAOjp6aF+/fowMTGBlpaWyAoLL8bGxnj06BHc3d3Rvn17hdp4eHjA0tIS9erVw4MHD/JZoYqCChGhW7duuHz5MsaPH4+///4b2tracusmJCRg9uzZsLe3R5cuXXD+/HnJ7HOlHQ8VNX9ILToAT272g/gDDMWLF0d0dHQ+K1QM/pDLpEmTFI4S+eXLF2zbtg2AdKJebt26FTNmzABjDHPmzIG5uTkOHDiA48ePgzGG27dvw8TERKbNkiVLsHr1akml/YqOjoaurq7YMvKEX00Jpkr9lbfk5p11//59NG7cGEWKFMGPHz/yWWHOkW6SWBWSpkyZMnj//r1MLpOCSGHpBwDExsZixIgRQm7RrDZM1NTUMGXKFDDG0KJFC8mGUatduzYuXbqE9u3b49u3b1BXV8fBgwdzHUJSTBhjqFatGqpVqya2lBwhFUN4XpB+4aTyIxOPmzdvgjGGadOmKZSvfuLEibh27RpOnToFe3t7zJgxI/9FKsjs2bNx5MgRbNmyBb169cqwWCoIODg4APhpmPXx8clyIWVmZgYvLy80a9YMr169ws6dO1WG9HxCR0cH/fr1Q79+/YTQ2mlDwL98+RJbt27F1q1bUbx4cXTp0kVSIeCLFCmC+Ph4mZxxBZlevXph/fr1OHr0KBo1aoR58+ZlWX/jxo04cuQIGGPo06ePklQqBhHBwcEB9vb2QjqB9NSrVw+TJk3C+PHj8+WE5a/y4cMH/PHHHwB+ptKpWLFilvXfvXuHJUuWgDGGDRs2KPUZqVKlitz5eGblKlT8KoXp3ipTpgw+fvxYYJx7pGzwzi80NTXRqlUr1XxQBPr164eVK1fi5MmTChvST5w4Icm5CZ/bNreoctvmLTdu3MCsWbMQFRUFBwcHnDlzBjY2NjA1NUXZsmXBGENERAT8/Pxw/PhxfPjwAaamppg9ezZu3LiR6fe2bdtWib34+e8VlvGQR9H+/PjxQzA+V69ePT8l5Yhly5aBMYb+/fsrbEiPiooS2knFkD5+/Hg4ODjg0aNH2Lhxo0yUW2tra7n7QqdPnwZjDC1btlSm1CwpX748unfvjiFDhqBHjx6SOrSSUwqiIfxXx77MKKhj4oULFwD8jCAtRVQn0lXkisGDB8PFxQX79u0rsA8nUHj6AQA9evTAhQsXQERo3rw52rZti40bN2bq/cOHI169ejUWLFigVK05HSi8vLywd+9e9O7dG7179860XkH/DVWoyAreu7JixYoKGZ+lDB+G8OLFi+jUqRMA4NGjR6hfvz4YY4iPj88QNpjPudaiRYs8yR+fl7x9+xYDBgxAUFAQZs6ciYEDB6JWrVqZeu1LDSMjI7x+/RoODg4YM2aMQm34cH9Vq1bFq1ev8lmhivSEhYUJRnV5IeBbtmyJnj17YtCgQahcubIoGmvVqoUXL17Ax8dHUpsFueXr16+oX78+Pnz4AODnPGrEiBFyNxQPHDiAe/fugYhgYGCAkJAQlCxZUtwO/D+RkZGwtraGv78/gMydyvhNuqZNm8LNzU1I8yAVNmzYgPnz56Nx48a4e/euQm2aNm2KoKAgbN68GdOmTctnhb8Xr169gp2dHRhj2L9/v0KODfy8XZH6Kn5fLC0t4enpmSEHqQoVKn6eJGzWrBnCwsJw6NChbA8cnDhxAoMHD0bVqlUREBAgqVOIqty20uJXfo/MUP1OOSP9IZzQ0FAwxlChQoVsUywlJCQgMjJSOBizePFiLF++PN+05oTCFO75w4cPmDJlCtzc3JCUlARNTU0MHDgQ//77L4oXLy5T18vLS0j74OHhAXNzc5FUy5L2WS9RogT69++PIUOGKOycpeLXKEzv2vRpy5ycnMAYQ69evbLdC0lISMCLFy/g5+cHALCzs8OuXbvyS2quURnSVeQKPz8/tG7dGg0aNMDt27cLrFGnsPTj5MmTGDBgABhjMoaQrCYofDjiLl26CB4/yqIwDRTZER0djRMnTgih9mNjY7Fv3z4ZT7n379/j69ev0NbWLnAn1lWoyA18Wo27d++iUaNGAIA3b96gatWqYIzhzZs3qFChgkwbPp+fvr6+EOJaCqQNp53TlAFSeW8VKVIEiYmJuHPnDpo1a6ZQm4CAAJiamha63M8FET4E/NmzZ3H+/HmZEPB//vmnaF77U6ZMwY4dO7Bu3TrMmTNHFA15zaNHj9ClSxe8fftWoRDJlSpVwsWLFyWTjiMhIQHNmjXDo0ePQEQoU6YMbGxs0Lx5c+G0J+8M4OLigsjISAA/T6cHBARIKjxvp06dcO3aNaxcuVI4mZ4d69atw8KFC0WZ+xZ2li9fjuXLl6N169ZZnkRLS7t27eDt7S2KU29WqHLXS4u9e/dizJgx6N27txB5TYUKFf8jNDQUAwcOhL+/P6ytrTFy5Ei5Tn7Ozs5wdXWFiYkJXFxcJHdy73fMbfvixQt8+vQJhoaGkou6kR/RiArq7yQWefUbtGzZEleuXEGxYsXy5Pt+ldwY0h8/fox69epBU1MT8fHx+aww5yQkJCAqKgr6+vqZnuh+9eoVXr9+DUBakRLGjx+PkydPCmm+eF0VKlTA4MGDMWTIEDRu3FhEhYWbwvSuzW1qqfT1S5UqBT8/PxgZGeW9yF+kYFoNVYiOqakptmzZgmnTpqFv377Yu3evwiFZpERh6YezszMAwNbWVuHThLyx5NGjR/mmKyt+Bx+ef//9F4sWLcL3798B/M/Ilj7Ph4eHB2xtbaGtrY23b99KIiSvChX5CZ9W49u3b0JZuXLloKamhtTUVDx69CiDIT08PBwAEBMTo1St2VEYUgZoa2sjMTExRzmI+LpSMqz9rsgLAe/q6opz586JukCfPn06nJycsHHjRgwePLhQnDitW7cuQkJCsGLFCuzdu1fIBZsePT09jBo1CkuXLkWJEiWUrDJzNm/ejIcPH4IxBjs7O2zZskXuptqwYcOwdu1azJw5E46Ojnj06BE2b94sKWMnn9e1efPmCrfhQyzev38/XzT9zly9ehWMMfTt21fhNn379sWNGzdw+fJlSd1b/OmJnMLP81WG9Lxl1KhROHLkCP777z8sW7YMf/75p2Q2n1WoEJv0Dr18tKLMICL4+/tn6bwvlqOvIhGufvz4gadPn+Lw4cM4ceIEWrdujV27dqFo0aJKUKg4kZGROHHiBABg6NChGU7+P3/+HAMHDsS9e/cAQDixt3v3bujp6SlbrlyuX78utoTfnhEjRsj8v7OzMxhj6NmzZ5anOxlj0NbWhoGBAVq1agVLS8sCP27yz0qZMmXEFZIJWlpaMDAwyLKOkZGRJA2DDg4O2L59Oy5cuIDDhw/D1dUVcXFxePfuHTZt2oRNmzahTp06sLW1xeDBg2FoaCi25EJFVmPfly9fMH78ePj5+cHY2BgjRoyQ6wDv7OyM4OBgmJqawsHBQbRxJH1qqbCwMDDGYGBgkGUUjfTvrIkTJ2bYD5YKqhPpKnLFihUrAAAXL16Er68vihQpgk6dOqFOnToKTWKlktOksPSjQoUKiIiIgJubG7p16yaUZ+Xp5+/vj+bNm6NIkSI5Mp7kBXyI6rxGSl7Vf/75J1atWgUigpaWFho0aAB/f3+5v0dqaioqVaqEiIgI7Ny5E2PHjhVReeZcvXoVTk5Owun6+Ph43L9/X6YvXl5eePDgAUqUKAFbW1sR1RZc+JNQ6TdjC9MJKSsrK1y5ciXD/d64cWMEBwfLDeMzaNAguLi4wNDQEC9fvlS25Ez51RBpf/75Zx4pyT18uONZs2Zhw4YNCrWZO3cuNm3ahCZNmiAgICCfFarILUlJSdmG/stPXF1dYWtrC11dXaxbtw79+/cv0HnX0pKUlISAgAAEBwcLHvx6enpo0KABmjVrJsl+8u/YTp064eLFiwq1sbKywuXLl9GwYUNhE0sKaGpqIiUlRSaySXYEBQWhSZMmkjnNYmRkBI7jcOnSJdSoUUOhNq9fvxbCQr548SKfFSpOmTJlEBUVhWvXrimcI9rT0xPt27dH2bJlhZQJUsDQ0DDbDecfP37g8+fPgvG8dOnSwtpRle4kb/Hy8kJcXBzmz5+P4OBg1KpVCwMHDkTDhg2hp6cnY0iUh7Lz8SrCixcv4OrqiqCgIHz69AlxcXFZOmIyxnD16lUlKlRRUChMJ9lyiouLC4YMGQILCwtcuXJFUobCnTt3YtKkSahZsyaePHkicy0hIQHGxsZ4+fKlzHPPGEPr1q3h5eWlbLkqCgi5OcktBdKn9hw5ciQYY1i1alW2jtZ8uOe9e/fi8+fP6NWrlyo6TT7z48cPnD59GocPH4a7u7vgWMW/Y83MzGBra4sBAwZAX19fFI2WlpaCprTzI748N0htrpWYmIhWrVohMDAQy5cvx6JFizId54gIa9aswZIlS9CsWTP4+PhIYi+ioL6zskJlSFeRK+SFa8jJxFUqE/PC0g8tLS0kJycjICBAJuRKVi8tPkyylpYW4uLilKy4cBMQECCckBo6dCi2bdsGXV3dLH+P6dOnY9u2bejfvz9cXFzEkJ0psbGxGDFihDBhTRueJX1ffHx8YG5uDsYYHj9+jJo1a4qiOSuk7hCQ9r2U9h2T25QI/HtNKu8rAFi9ejWWLFmCQYMG4fDhw0L5X3/9hUWLFoHjOCxatAg2Njb48eMHnJycsHPnTjDGMGHCBGzfvl1E9YWPxYsXY82aNdDU1MS5c+fQoUOHLOtfv34dXbt2RVJSEv744w+sXLlSSUp/byIjI2WMtqVKlYKxsbHkQkHy8AvZsLAwvHr1CowxaGpqombNmtkaP6S2kC0s6OjoIC4uDqdPn0bPnj0VauPq6orevXujWLFikooIUqpUKURHR+P69esKG8pu3LiBdu3aQUdHRyYiilgUphyRv+LYoKGhgYSEhHxWmPd8+fIFR44cwdKlS6Gvrw9XV1fUrl1bbFmFjsKUNzk2NhaTJ0/GgQMH5EY0St/PtGsuKT3vKqRDfuU8loKjryLY2dnByckJ27dvx4QJE8SWI9C3b1/8999/mDt3LtauXStzzcHBARMnTgRjDNbW1ujQoQPc3d3h5uYGxhgOHz6MgQMHKlVvVFRUoY2K+KuOCVJyxuKf98mTJxeoSKq/Gu6Zb8NxHK5evaqww6ayCQgIgLu7Ox48eJBhvd6xY0eFU+hJiY8fP8LFxQWHDx/GrVu3hHLGGNTV1dGlSxe4uroqXRfvRJZ+fsTfazkxdfL1pTbX2rRpE+bOnQsbGxscPXpUoTaDBg3C8ePHsXbtWsydOzefFWYP7/zt5OQkqYOPv4LKkK4iV/yq52tqamoeKfk1Cks/ypYti8+fP+foRDqfV71ixYp48+aNsiUXakaNGgVnZ2e0atUK3t7eQnlWv8fRo0cxZMgQ1K5dW7Rw+5nRo0cPXLhwAUSE5s2bo23btti4cWOmfWnYsCFCQkIkl/OyoDgEpD0JlfZUkyInpLJCSiekQkJC0KBBA+jo6ODt27dC6OPY2FgYGxsjNDRU7mZiqVKlcO/ePVSqVEkM2YWWT58+oUaNGoiJiYGamhrGjRuH0aNHo3HjxsI4mZqainv37mHv3r1wdHREUlISdHV18fz5c9E8kX8HiAgODg6wt7dHSEiI3Dr16tXDpEmTMH78+Hw5mZRb0m6aKLrckOpCtrCgr6+Pr1+/wt/fH02aNFGoTWBgIJo1awY9PT18/vw5nxUqDj/XWLNmDebPn69Qm7Vr1+KPP/6QzFyrMBnSS5cujS9fvuDKlSsKnwa5du0aOnbsCF1d3UzTJBQEnjx5gpYtW0JPTw8BAQFKDafIOySlNxhnd0o7K6RmfC4seZOJCFZWVnB3dwcRoXTp0qhUqRLu3bsHxhjatGmDqKgoPHnyBMnJyWCMoVatWihfvjwAVZhlFSrkcenSJXTt2hXNmzeHr6+v2HIE6tevj8ePH+PkyZPo3bu3zLV27drhxo0b6NChA65cuSKUd+7cGe7u7ujVqxdOnz6tVL0aGhpo1aoVevToAWtra9SpU0ep/35+UpicsQoqv7o+1dTUhKmpKRYuXCiz3y0VgoODMW7cONy5cyfLei1atICDgwMaNGigJGV5S2hoKA4fPowjR44I+xJizbN4Ay0gOz9KW54bpDTXatasGe7du4dz587ByspKoTb8mKiKGpl/qHKkq8gVUjEg/yqFpR+1atXCrVu3EBQUpPDE4syZMwCg8EaqCsXx8vICYwxTpkxRuA2fZ+bdu3f5pCp3nDx5EufPnwdjDLt27cKYMWMAABs3bsy0Td++ffHgwQN4enpKypBuY2Mj1yFAHq1bt4axsTFCQkJw8uRJpfYjNDQ0R+UFkfr16+P69etITk6WWZwWLVoU169fh62tLXx8fGTaGBsb48CBAyojej5QunRpuLi4oGfPnkhMTMSOHTuwY8cOaGpqolSpUmCM4fPnz0hMTATwczNYU1MTx48fVxnR85HIyEhYW1vD398fQObG6IcPH2LKlCnYu3cv3NzchE13sWnbtq2kwmzmNS9evBAim8TGxmLSpEmSPx1Sp04d+Pr64s2bNwrP/3hnS6ltqlpYWODBgwfYtm0bJk6cmG0u+m/fvuHff/8FYwwWFhbKEZkPREdHA4Dk8sEaGhriy5cv8PDwUNiQzm9WValSJT+l5Tu1a9fGtGnTsHLlSmzatAmrVq1S2r+d2bhQmM5KSGlT81c4fvy4EH76zz//xJIlS/Dw4UM0bNgQwM9UB8DPkKqOjo5YunQpoqKi4OjoiDZt2ogpXYUKycJHZUofPl1sPn78CAAZ1q1xcXHw9fUFYwzjxo2TuTZ69Gi4u7vj7t27StPJk5KSghs3bsDb2xsLFixAtWrVBKN6u3btfsk5SwoUpjExOxISEuDt7Y1Pnz7ByMhIiJQpJmkPdBARqlWrBsYYLl26lOWBFT5vsr6+vmTvQXd3d1hbWyMxMVG4zzQ0NIQ9ks+fPyMpKQkA4Ovri+bNm+Ps2bPZRgCUIoaGhujXr5+QP/3r16+iafHw8MhReUGET+GVk+iDZcuWlWlbUEhISMDXr19RpkwZSR0MkYfKkK5CRSGge/fuuHnzJrZt24aZM2dCW1s7y/o3btzA0aNHhXBSUiEpKQnPnj0DAFSvXh1aWloy1+Pj47Fo0SK4uLgIE8OJEydi6tSpYsjNlPDwcADIUXhH/jeTWmhLZ2dnAICtra1gRM8OPmSRFE578RQmh4DCQmYhuapWrYobN27gyZMnCAkJQXJyMmrWrKly+slnOnfuDF9fX4wbN04w3CYkJAjvs7SYmJjA0dFR4fC9KnJOQkICLC0t8ejRIxARypQpAxsbGzRv3lxYTEVERMDPzw8uLi6IjIxEQEAAOnbsiICAgAzjpxgUpoVsWu7evYsZM2ZkcPbp37+/jCF9+/btWL58OXR1dfHw4UNRc9XzjBw5Erdu3cLOnTsVDu3Op9UYPnx4PqvLGePHj8f27dsRHh6O7t2748SJE5luNHz48AEDBgzA+/fvwXEcxo8fr2S1ecfBgwcBQHLh8Tp27Ii7d+9i+/btmDhxIgwMDLKs/+7dO2zfvh2MMXTs2FFJKvOPjh07YuXKlTh16pRSDemZhV8uKGGZFUGqIVxzCp/KyMzMTPh95DmbFStWDDNmzEDr1q3Rrl079O3bF/fu3UOFChWUqleFioLA69evAUAwVEkF3sCU3iDg6+uLpKQkcByXYewzMjIC8NORVtn4+PjAzc0Nbm5uCAkJwYsXL7B161Zs3boVJUqUQOfOnWFtbY1u3boVuBDwijhj/fjxA0+fPsXRo0dx584dtG7dGsuXL5ec8TYsLExIcffHH3+gZMmSMtd9fX3Rv39/mfV7kyZNcPLkSVHnjZn92xUqVJDcfDYnfPr0CQMGDEBCQgI4joOdnR3Gjh2LJk2aQF39p7ktJSUFgYGBcHR0xN69e5GQkIABAwbg2bNnBeZAQnh4OI4cOYLDhw8jMDBQ5poU9hwKK7xjxrNnzxTeC+XtKVJxHoqJicGNGzcA/DxkoaOjI3P906dPGD9+PM6ePYvk5GTo6OhgzJgxWLNmjXTvLVKhQkWBJzo6mvT19YnjOOrevTt9/vyZiIgYY8RxHIWEhBARUVJSEu3atYtKlChBHMdR1apVKTExUUzpMhw7dow4jqPSpUtTfHx8hutWVlbEcRwxxoQPx3E0efJkEdRmjq6uLnEcR9euXZMpT/97pOXixYvEGKOyZcsqS6ZCGBgYEMdxdO7cOZnyrPri5+dHjDEqWrSosmRmi7W1NTHGaPjw4TLlWfXD1dWVGGNUtWpVJaksfMycOZNmzpxJERERYktRkQPu3LlDa9asoSFDhpCVlRVZWVnRkCFDaM2aNXTnzh2x5f0W/PXXX8L7acyYMfT9+/dM6/748YPGjRsn1P/rr7+UqPT3ws3NjbS1teXORdKPI9++fSMdHR3iOI5OnTolkmJZUlNThbnUxIkTKS4uLtO68fHxNHnyZGKMkZWVFaWmpipRqWLMnDlT+Pvr6OiQnZ0dOTk50aVLl+jSpUvk5OREo0ePFn4HjuNo2rRpoult3769zIfX3rx58wzX0n9atWpF5cuXF/oxc+ZM0fohj9DQUNLU1CSO46hu3boUFBSUad179+5RnTp1iDFGmpqa9Pz5cyUqzR/u3r1LjDEqVqyY2FJUSJSKFSsSx3Hk5OQklD148EB4D8hj1qxZxBij+fPnK0umigJOYmIi+fr60u7du2n9+vW0fv162r17N/n6+kpq3ycvSExMpNatWxNjjBo1aiS2HBn09PTk7qEsXbqUGGPUoEGDDG0CAgKIMUY6OjrKkimXV69e0datW6lz586kpaUlM9dVV1cnc3NzWrduHT18+FBUnfnF+vXriTFGQ4cOFVtKBv7++29ijFGTJk0yXIuOjqZy5cplWKMwxqh+/fqF7vmXAosXLybGGGlpadHFixezrX/p0iVhrrxkyRIlKMw90dHRtGfPHrK0tCR1dXWZ+4rjOGrfvj3t3r2bvn79KrbUQkuLFi2I4zgyMzOjlJSUbOunpKRQy5YtiTFGLVq0UILC7HFyciLGGFWuXDlDH1JSUsjExETuvkrfvn1FUpw9KkO6ChWFBHd3d2FQLlq0KHXt2lV4CXXv3p06deokTOgZY1SkSBG6ffu22LJlGD16NDHGaMyYMRmunT17VuhP5cqVqW/fvlSpUiWhzMfHRwTF8mnQoAFxHEcODg4y5VkZbefNm0eMMTI3N1eWTIXg76nAwECZ8qz6wi8CtbW1laQyewqLQ0BBI7O/r6GhIVWrVo2ePXsmkjIVKqRNo0aNiOM46tKli8JtunTpIsnNxMLC+/fvSUdHhxhjZGxsTBcvXqTv379nOY4MGTKEOI6jsWPHKlWrp6dnpp/Lly9T8+bNieM4MjAwoOnTp9PBgwfp8uXLdOXKFTp48CBNnz6dKlSoIBh5r1y5Qp6enkrtgyKkpKQIc0f+d5D34a+PHTtWVIcAXmP6Dc6cfqpXr06RkZGi9SMzNmzYIPRRTU2NOnToQMuWLSMHBwdycHCgZcuWkaWlJampqQm/TWFx/NmzZw8xxqhkyZJiSyl0jBo1ikaPHk3v379XuE1kZKTQTipoaWkRx3Hk5eUllD158kR4ZmJjYzO0uXr1qmAEUaEiK378+EELFiwQDlfI++jr69PChQvpx48fYsuVS1hYWLafV69e0d27d2nXrl3UsGFDyY4lZmZmxHEcTZ06Vaa8fv36xHEcTZkyJUObc+fOCWO8VIiJiaETJ07QiBEjqGzZshnmW9WrV6cZM2bQ1atXKTk5WWy5eUa/fv2I4zg6cuSI2FJk6Nq1K3EcR8uWLctwLe0cbPr06eTq6io4xHIcR46OjiIoLtw0adKEOI6j2bNnK9xm9uzZxBijpk2b5qOy3JGQkEAnT56kvn37UpEiRTKsoxo3bkwbNmygt2/fii01U5ydncnZ2ZmuX7+ucJuvX78K7aTE9u3bhefX2tqawsPDM6374cMH6tWrl1B/+/btSlSaOYMHDybGmFxH9sOHDwt6mzVrRrNmzaJmzZoJZRcuXBBBcfaoDOkqfhl3d3eytbWl6tWrU7FixUhNTS3DZqKnpydt376dDhw4IJLK7CkM/fD29iZDQ8NMNxT58ipVqpCvr6/YcjPQuHFj4jhO7t+3b9++xBijOnXq0Ldv34jo54BXr1494jiORo0apWy5mTJjxgy5nqKZbba/ffuWSpYsSRzH0cqVK5UpNVvKlCmTYwP0iRMniDFGlSpVUpbMbCkMDgEvX76k9u3bk6WlpUKT17dv35KlpaXC9fODzP6+Wf3dVahQQVSsWDHiOI7+++8/hdv8999/kjjJkhVv3rwhPz8/8vT0lGs0kDJz584lxhgZGhrSly9fhPKs3me7du0SZbMkK6Nybj9qampK7UNO+O+//6hVq1ZyjdQcx1GbNm3Izc1NbJnUrl07srCwED68PlNTU5ny9J/27dtT165dafTo0bR79+4sI1SIzYoVK0hNTS1bxwY1NTVatWqV2HLzhJcvX1LlypWJ4ziysLAQW06hIzdzxufPn2d50lsM+HE97Vrk/fv3gs6XL19maOPv70+MMSpRooQSlaooaISFhVHNmjUVctTiOI5q1apFb968EVt2BnIzN2GMUatWreRGMxSTVatWCSdV7e3tKTg4WDCgcVzGyIVERCtXriTGGLVt21YExdmTmppKN2/epIULF5KxsXGGPUddXV2ysbGhAwcOCBEyCyr8mqp9+/ZiS5Ghdu3axHEcnT17NsM1U1NT4jiO+vfvL1NuY2MjRJdSkbfwe7g5cTb29PSUnOOlu7s7jR49WuhP2rHE0NCQ/vjjjwKzb5f2naToqX8+OpDU1ropKSlkbm4u9KlIkSLUq1cvWrVqFe3atYscHR1p1apV1KtXL8HxgT+cp8gJdmXAHzI8evRohmtWVlbEGCNTU1NKSkoiop+RZviT+IMGDVK2XIVQ5UhXkWtiY2MxYsQInDp1CsD/cjAwObm+1NTUMGXKFDDG0KJFC9SsWVOpWrOisPQDAFq3bo1nz57h6NGjcHV1hb+/PyIjI5GSkgJ9fX00adIEPXv2xIgRI6CpqSm23Azw+aBq1KghU56amoqrV6+CMYapU6eiePHiAABdXV1MmTIFkydPxq1bt5SuNzOmTJkCe3t7BAUFYeXKlViyZEmmdZ88eYL+/fsjOjoaxYoVk1zezlq1auHWrVsICgpCt27dFGpz5swZAJBUTmtdXV18/vwZ79+/R+PGjRVq8+rVKwCQyXkrJvv374eHhwdat26NihUrZlu/YsWKSE5Ohre3Nw4cOCBKnveiRYsiLi4Onz59Uvq/rUJFQUZLSwtxcXGoXLmywm34ulIb32NiYrB+/Xo4OTnh/fv3QnlwcDDq1asn/P/Ro0dx6tQp6OrqwtHRUQypWXLx4kUwxjB79uwMOQkzo06dOgD+N54oE5JIbjRl0LNnT/Ts2RNRUVG4d++eMOaULl0aTZo0gZ6ensgKf+Lh4SHz/9z/5051cnKSeRYKMkuWLIG1tTXWr1+PixcvCnlieUqWLInu3btjzpw5aNSokTgis2H//v3Z1klNTcWXL1/g7++P//77D7GxsWCMYcKECUpQqKIgUqFCBbx48QIfP34UysqXL48iRYogPj4ed+/eFXIk8/C5LpOTk5WqVUXBISkpCV27dsXz588B/Jx3jBo1Ci1atED58uUBAB8+fMCdO3fg5OSEhw8f4tmzZ+jatSsCAwOFPL5SIKfzllKlSmH8+PFYvHix5HKp8vtB4eHhmDJlisw1MzMztG/fPkMbNzc3MMZgamqqLJk5gjEGMzMzmJmZYc2aNQgLCxPyqnt6euLbt284fvw4Tpw4AY7j0LJlS/Ts2RODBg3K0XpGClSpUgXAz7WKlODHDwMDA5ny6Oho3L17FwAwcuRImWuDBg3C8ePHERQUpBSNOeHz5884ePAgbty4gZcvXyImJgYpKSlZtmGM4cWLF0pSmDXx8fEAgGLFiinchq+bkJCQL5pyQ6dOncAYE97B+vr6GDBgAIYOHYrWrVuLrC53EBFWr16Nhw8f4sCBAyhSpIhCbaQEx3G4cOEChg4dCldXV8THxwvv3PTw2q2trXHo0CFhjSk2vI0n/fw2KSkJXl5eYIxh8uTJwlxEQ0MDEyZMwJ07d3Dnzh2l61UE6cyaVBQ4bGxscOHCBRARmjdvjrZt22Ljxo1y67Zu3RrGxsYICQnByZMnRTHoZEZh6QePuro6bG1tYWtrK7aUHMNvfKYf5O7du4dv376BMYbu3bvLXDM2NgYAvHnzRjkiFaB69epYvXo15s2bh2XLluHcuXPo27evcP348ePQ0NCAj48PLl++jNTUVDDGsGXLFpQpU0ZE5Rnp3r07bt68iW3btmHmzJnQ1tbOsv6NGzdw9OhRMMZgbW2tJJXZUxgcAnhnkrT3Unb07dsXN27cwOXLl0V5X9WoUQPBwcHYv38/zM3N5TooqVAer1+/zpfv5TcbVOQdderUga+vL968eaPwO4gfB3njrRR49uwZunXrhpcvX8osTuW9C1q2bAlbW1sQEUaMGIE2bdooU2q2hIWFAQCaN2+ucJsSJUoAAL5//54vmjLj+vXrSv33pEKpUqVgaWkptgyFGT58OBhjkjH05xWNGzfG4cOHQUR49eqVjGODkZGR5OcCI0eOzJFG/t02bdo0DBw4ML9k/RJfvnxBUFAQPn36hLi4uGw3C4cPH64kZfkDv7ktJeNao0aN8OLFCwQHB6NTp04AIDjne3p6wt7eHv369RPqJyUl4e+//wYAyTnvq5AOu3fvxqNHj8AYwx9//IFly5ZBTU1Npk6tWrXQtm1bzJo1C8uWLcOqVavw8OFD7N69W1LOP/v27cu2DsdxKF68OIyMjGBsbJyhr1JBV1cX7u7uGDZsmGDgBABzc3McOXIkQ/2goCD4+fmBMSa8H6RO1apVMWXKFEyZMgXfv3/HpUuXcPbsWZw/fx4fP36Ej48Pbt68ibi4OCxdulRsuTkiIiICAPDjxw+RlcgSExMDABmMzTdv3kRqairU1dVhYWEhc413YoiKilKKRkU5fvw4xo0bh2/fvgFQ3IgppTlk+fLl8fr1awQGBqJZs2YKtQkMDAQAlCtXLj+l5RhtbW307NkTQ4cOhZWVlaScrHJD48aNce/ePZw+fRqtW7eGq6srKlWqJLasHFOsWDGcOXMG586dw44dO+Dh4YHY2FiZOkWKFIGFhQUmTpyIHj16iKRUPvx7J/1BDz8/P8TFxYExBisrK5lrtWrVAvDTCVCKFOwnQ4VonDx5EufPnwdjDLt27cKYMWMAIFMDNPDToPPgwQN4enpKxgBdWPpRWNDS0kJycnKG06teXl4AgEqVKqFq1aoy1/jT6dl5LiqbOXPmgIiwePFi3LlzR1gYAcCKFSuEekQENTU1bNy4EXZ2dmLJzZTJkydj06ZNiIiIQP/+/bF//36UKlUqQ73k5GTs27cPc+bMQWpqKipXrpzBG1ZMCoNDwKNHjwAATZs2VbgNf/r+4cOH+SEpW/r06YP79+9j3759uHDhAqpVqwYNDQ3h+qhRo3LkwQv8XDxdvXo1r6X+FqT3BM0LGGOqk1L5wMiRI3Hr1i3s3LkTPXv2VKjNzp07wRiTjAEkPj4e3bt3x4sXL1CsWDFMnjwZbdu2zXSBZ2hoiPbt2+PatWtwdXWVnCGdv89TU1MVbhMdHQ0A0NHRyRdNmdGuXTul/nsqcoeTk5PYEvIVxhiqVauGatWqiS0lxyi6oVuyZEm0bdsWkyZNQufOnfNZVc7x8PDAn3/+CW9vb4XbSGkcyS0+Pj4ApLVRbWlpiZMnT+LixYuYNWuWUD569Gh4eHjAw8MDFhYWGDBgAH78+IEjR44gKCgIjDHY2NiIqFyFlDl+/DgYY+jduzdWrlyZZV2O47BixQqEhITg9OnTOH78uKQM6SNGjBBbQp5St25d+Pv749WrV/jw4QMMDAxgaGiYaX3ekaAgOQTy6OjooF+/fujXrx+ICL6+vnB1dcW5c+ckZfhUlO3btwOQnrN4yZIlhSiLaeEjHjVu3DjTvZXs9r+Uye3btzFkyBCkpqaCiFChQgU0adIEpUqVksxJWkUwNzfHwYMHsXbtWtjY2AgO1JkRExODdevWgTEGc3NzJanMHmdnZ/Tp00fp69X8xNnZGfv378emTZsQFBQEU1NTnD59Gi1bthRbWq7o3r07unfvjtTUVLx48UIwUOvp6aF69eqSdSorWrQoYmJihJPpPLyNp0aNGhnm6opEDxATlSFdRa5wdnYGANja2grG5+zgPbR4Y5AUKCz9KCxUrVoVDx8+xO3bt9GhQwehnA9z1bZt2wxt+AFEaie5AWDu3Lno0aMHNm7ciLNnz8qE8gN+eip369YNCxcuFE7WS40SJUrg2LFj6NatGy5cuIDKlSvLbNDPmzcPiYmJ8Pf3R3R0NIgI2tracHFxkTGYik1hcAjgDTKKhhROW/fLly/5oCh75s+fj8uXL+PWrVsIDw9HeHi4cI2I4Ofnp/B38eGmCuJiXCpILVyViswZM2YMTp06hUuXLmHSpEn4+++/M90ASUhIwOzZs3Hx4kV06dIF48aNU7Ja+ezYsQPPnz9HsWLFcOPGDYXSanTt2hVXr16VVLoWnvLlyyM0NBQvX75UeBHOhyST2kZcYSM1NRXXr1/HrVu38OHDB8TGxmL16tUyoS8TExORnJwMNTU1SZ1SVSE9FEnFwJ+KzMmcTNns2LEDU6dOBREVqPE/rcNxWuzt7VG2bNks2yYkJODFixdwdXUFY0xSIUn79OmDKVOm4Pr163j58qXgYGJra4vDhw/j4sWLuHHjBm7cuCHTrnHjxjKGdxUq0vLgwQMAPx0yFMXOzg6nT5+WXNjqwoqRkVG2zsyNGjWSbLqTnJI2BPxff/2FpKQksSUpBJ+uZfPmzUI6p5xEAlQG9evXh5eXF06fPo1evXoB+HmgyMXFBYyxDKfRAeDdu3cApOVYtm7dOqSkpKBIkSJwdHTEkCFDxJaUK8aPH4+DBw/i1atXaNu2LXbv3g0TExO5df39/TFu3Di8ePECjDFJpfQcNmyY2BLyHDU1NWzYsAHGxsYYP348IiIi0L59ezg4OEjSWTQqKkru/nR6OI4rUFGKqlevjnv37sHDw0PG4fj06dOZ2nh4u0l2c36xUBnSVeQKf39/MMZyFL6O38xKb0wUk8LSj8JC+/btERISgm3btqFPnz6oW7cuXF1dBQ9LeSG5+cVj+jxBUqFu3brYs2cPgJ9hldPmrK9WrVqB8Ljs0KEDrl27BltbW4SFhQkLCwC4cOECgP8Z6CpXrgwXF5cchb5VBoXBIaBEiRL48uULPn/+rHAbvm7RokXzS1aWaGtrw9PTE8ePH4e7uzvevXuHhIQEeHp6gjGGZs2a5fhEuorco0jIRBXKhffGlcesWbMQFRUFBwcHnDlzBjY2NjA1NUXZsmXBGENERAT8/Pxw/PhxfPjwAaamppg9ezZu3Lghd1GibE6dOgXGGKZPn66QER2AsInI54WVEubm5nj16hWOHz+u0IZPYmIiHBwcMt3YUpE3nD17FtOmTRNC7/PMmTNHZm64e/duTJ06FTo6Onj//r1q7MlnAgIC4O7ujgcPHghOr6VKlYKxsTE6duyocAhMMUgf/aog8ujRI0ybNg1EhAYNGmDFihXQ0NBA9+7dwRjD8+fPERUVBX9/fzg6OuLu3bto06YNHBwcRJsz8ixbtiyD0yQRYceOHQp/Bz+Pnzt3bl7LyzXly5dHUlKSEI0sLadPn8aqVauwZ88eIZRlyZIlMXToUKxevVpSJwlVSAve0bpChQoKt+HHRj6ksgoVihIZGYng4OAM43pWRlqx91Jye1KzZs2amD9/fh6r+TX69OkDT09PHDhwAOXKlYO5uTkOHDiAsLCwTKOX+Pv7A4Ck8tTfvHkTjDEsWLCgwBrRgZ+pXydNmgR7e3sEBwejRYsWqF+/Plq0aCGzXr99+zZCQkKEdpMmTZKUo588UlNTERUVhdjYWFSsWFGyJ56zY8SIEahRowb69euHyMhIjBo1Cg8ePMD69evFliZDuXLl0KpVK/To0QPW1taSStX3K3Tq1AmBgYGwt7eHubk5zM3NsW/fPiFir7zor/fv3weQs3mNUiEVKnKBpqYmcRxHgYGBMuWMMeI4jkJCQjK0CQgIIMYYaWtrK0ll9hSWfnAcl6tP0aJFycDAgNq2bUvz5s2jBw8eiNqPp0+fkpaWlqBPX1+fOI4jxhhVrlyZEhISMrTp3r07cRxHY8aMEUHx70VSUhIdOHCABgwYQEZGRlSsWDHS1tamihUrUo8ePWjXrl1yfyMp4e3tTYaGhsQYE57ztB++vEqVKuTr6yu2XBmaNWtGHMfRkiVLFG6zePFiYoxRw4YN81FZzsnqHatCxe+EvPfQr37U1NTE7hYRkTCGe3p6ypRn9fwHBgYSY4y0tLSUJVNhrl+/Lmi/fPmyUC6vPwkJCTRw4EBijJGampro86vCyq5du2TG7jJlymR6fyUkJJCenh5xHEcHDhxQqs68fsal9Jyn5/79+9SyZcts9ZuZmdH9+/fFlvtLxMfH04cPHyglJUVsKRmYOHEiMcaobNmy9O3bNyIievDggfB8pCU1NZXmzZtHjDHq0KGDGHJl4J/n9HP19OXyPkWKFKFq1aqRra0t3bt3T+yu5IrPnz9TREQEpaamii1FRQGgfPnyxHEcnTx5UuE2J0+eJMYYGRgY5KOyX+Pr16+0e/dusrOzo+7du1P79u0pNDRUps67d+8oJCSEXrx4IZJKxUhJSSF3d3dauXIlTZ48mUaNGkXv37+XqZOQkEA/fvyg+Ph4kVRmTmpqKu3YsYMaNGiQ6ZhubGxM9vb2khwPFRk70n40NDRoyJAhFBERIbb0DMTHx1O9evUyrB8ZY9SrVy+5berXr08cx9GiRYuUKzYL+D3f27dviy3ll0lNTaW5c+eSmppatnuMampqNG/ePMmO78nJybR7925q06aN8BupqallWFO5ubnR3LlzadWqVSIpzZzM1oFhYWHUsGFD4XqPHj0oJiaGiDKfHyuT9PdOjRo1aMaMGXT16lVKTk4WTdev8v79e9LV1ZX7TNSvX1/us2BhYUEcx9HkyZNFUJw9KkO6ilxRpkwZ4jiOzp07J1Oe1eboiRMniDFGlSpVUpbMbCks/cjp5FDeh3+hjRs3TtQJvIuLC+no6Mho09PTI29v7wx1w8PDBWeIw4cPi6BWRUGkoDoEzJ8/nxhjVKpUqQyLb3m8fftWMBrMmjVLCQoVR2VIF4eZM2fSrFmzJLkx8LuSF+O3vPFcCvAL8ICAAJnyrJ5/X19fYoyRjo6OsmTmiEGDBgmG/nnz5tHt27eF/pw7d458fHxo/fr1VKNGDWFeJdVF4PPnz+nvv/+mESNGUPfu3cnS0pLat2+f6cfS0lJsyTI8ffqUNDQ0iOM46tChAz169IiIsr6/xowZQ4wxGjZsmFK1FubnPC1XrlwhbW1tmU1DTU1NMjAwIAMDA9LU1JTpg7a2Nrm7u4stOwMxMTF07tw5OnfunLDJlpaPHz9S3759hTVIiRIlaNasWZIygNSrV484jpPZ5Mxuo7BDhw7EcRzt2bNHWTIVQjVnVKEic7p160aMsRyN0fyz3q1bt3xUlnu2bdtGJUqUkNlwl/cOOHTokOBA8/nzZ5HUZo2bmxsZGRllMCKk78v27duF8eT79+8iqc1IREQENW/ePFuHJv66iYkJhYeHiy1bhmXLlmX7WbFiBW3evJnOnDlDkZGRYkvOkvDwcOrXr58wp9LS0qLhw4cLTnNp8fT0FH4fLy8vEdTKx9DQkDiOozt37ogtJc8IDg6mSZMmUa1atTI8H7Vq1aJJkyZRcHCw2DIzJSIigszMzDI85/LeV8HBwcK19IcSxSarOeP379+pV69eQh1jY2N69eqVJAzpN2/epIULF5KxsXGG92rJkiXJxsaGDhw4INmxLiu8vLyoQoUKMvdV9erVhbV7Wp4/f05qamrEcRydPn1a+WIVQBXaXUWuqFWrFm7duoWgoCC54bblcebMGQBAkyZN8lFZzigs/fjzzz8BABcvXsTt27cB/AyPamJiIuQO//jxI/z9/REUFATGGExNTdGlSxd8+/YNDx48gJeXF5KSkrB7925ERUXh+PHjovRlwIABaNeuHc6dO4cPHz7AwMAAPXv2lJsv5P79+0IoIEV/PxUq1NXVYWtrC1tbW7Gl5IiJEydi8+bN+Pr1Kzp06ICjR4+iYcOGcusGBQVh0KBB+Pr1KzQ0NDBp0iQlq80aPv9oxYoVRVbye7FlyxYwxmBnZyeTc8jIyAgcx+HSpUuoUaOGiAp/P65fvy62hHxDX18fHz58QGhoKJo2bapQGz7sXfny5fNTWq5xcnJCTEwMzp8/j40bN2Ljxo1CCOK0ocno/9Od9O3bF//8848oWjMjNjYWkydPxoEDBzLkTSYiuSGVAWQoF5vNmzcjOTkZxsbGOH/+PDQ1NbNtY25ujj179iAwMFAJCv8HP08vzHz69AkDBgxAQkICOI6DnZ0dxo4diyZNmkBd/eeWQ0pKCgIDA+Ho6Ii9e/ciISEBAwYMwLNnz6Cvry9yD/7HyZMnMWrUKFSqVAmhoaEy11JTU9G1a1fcvXtXeDZiYmKwZcsWhIaG4uTJkyIozsjbt28BQObdm/YZTkpKyhBud9y4cbh27RoOHjyYo3zL+U2VKlXAGFPoGZcyo0ePBmMMq1atUjgl2cePHzF//nwwxoRUYSpUpGXw4MG4cOECPDw8MHr0aGzbti3T1CWxsbGYNm0arl27BsaYJEMq//nnn1i1ahWICFpaWmjQoIEQmjo9gwYNwpw5cxAREYGTJ09i7NixSlabNY6OjpgwYYIwVpQuXRqfPn2SO58aM2YMFi9ejOjoaJw+fVoS+xQJCQmwtLTEo0ePQEQoU6YMbGxs0Lx5cyGUO59mysXFBZGRkQgICEDHjh0REBAALS0tkXvwk8I2BytfvjxOnDiBhIQEREVFQV9fP9PxsXLlysJas02bNsqUmSUdO3bE3r17ERAQAFNTU7Hl5AnGxsbYvn07gJ/pvb58+QIA0NPTk/z8JSUlBdbW1vDz8wPHcRgwYADatm2LKVOmyK1vbGyMFi1a4M6dOzh9+rTCKdzEplixYjhz5gwWLlyIdevW4eHDhzA1NZXEO8LMzAxmZmZYs2YNQkND4ebmhrNnz8LT0xPR0dE4fvw4Tpw4AY7jYGZmJoSAr1u3rtjSs4VPj+fj4yPYeNq0aSOsD9MSHh6OJUuWAIBMTnVJIZ4NX0VBZs2aNcTYz3BQcXFxQnlm3j9eXl6krq5OHMfRrl27lC03UwpLP4j+15cWLVpQUFBQpvXu3bsneJWuWLFCKH/37h116tRJ6PuFCxeUITtfSU5OprCwMAoLC8uX7x81ahSNGjWKRo8eLbc8t5+xY8fSnDlzaNeuXfmmXUXBZMOGDcIzqqamRh06dKBly5aRg4MDOTg40LJly8jS0lLw4uM4jv766y+xZauQCJmNbarTXirygx49ehDHcTR9+nSZ8qzut3bt2hHHcUo/MZxTdu3aRTVq1Mj0ZE7lypVpx44dYsvMQGpqKnXu3Fk4bVCmTBlq0qSJ8Ju0bduWjI2NSUNDQyirU6cOWVhYkIWFhdjyZahdu7bc07NZ3V8+Pj7EGCNdXV0lqfx94FPJaGlp0cWLF7Otf+nSJeFEd05S1iiDwYMHE2OMpk2bluHa4cOHhXusWbNmNGvWLGrWrJnk1k/83zZtePPQ0FBBp7zINHz6snLlyilT6m9DbuZaz58/F/2UlAppk5qaSq1btxbuk3LlytHUqVPp4MGDdPnyZbpy5QodPHiQpk6dSuXKlRPGf3Nzc7GlZ8Df319Yvw4bNoy+fv1KRFk/O9OmTSPGGA0YMEDZcrOkIEXNyYy//vpL0DtmzJgsT8r/+PGDxo0bJ9RX7T+oyIrHjx9T0aJFqXr16nIj/6hQLnv27BGiSKWdw2f1vuLtD1KLWKboXOvgwYNCFK20kU+kRkxMDJ04cYJGjBhBZcuWzXBavXr16oUiBHxBQmVIV5EroqOjhdyX3bt3F8JLpH9pJSUl0a5du4TQTFWrVqXExEQxpctQWPpx/fp1ITRJWoeAzIiLixNC/l25ckWmvGbNmsRxHA0aNCg/JSsFPkRLfuWRTDuAZVb+qx81NTWaMWNGvuhXUTBZsWKFkIMps/uGv++lmLdIhXgUK1aMOC5nOatVqMgtTk5OQsjNtE5hmd1vmzdvFq6dP39e2XJzRUhICDk7O9OGDRto7dq15OjoSP7+/pLNfXfs2DHhb7xs2TJKSUmRCc/H8/37d9q8eTMVL16cypYtSzdu3BBRtXz495m/v79MeVbvs3v37hFjP/NfqshbmjRpQhzH0ezZsxVuM3v2bGKMUdOmTfNRWc7h88AePXo0wzUrKytijJGpqSklJSUREVFiYiK1aNFCUusnPm+yj4+PUPbjxw9hnijvmb506ZLgDKEi71EZ0lXkF1FRUWRmZpZhg13e+pAxRq1ataKoqCixZWdg5MiRxBij1q1by5Rn9ewcOXKEGGNUp04dZclUiIkTJxJjjBo0aCCTMi6rvjg7OxNjjIyNjZUpNVMaNWpEHMdRly5dFG7TpUsXYoxRo0aN8k+YikLB6dOnqUiRItS8eXN68OCB2HJ+azp27Egcx9HUqVNlyrN6X124cIEYY1SxYkVlyVSInMy1bt26RQYGBpJOm5WW1NTULEPA6+rqFugQ8AUFVWh3FbmiRIkSOHbsGLp164YLFy6gcuXKaNeunXB93rx5SExMhL+/P6Kjo0FE0NbWhouLS4YwcmJSWPrBhw2dO3cutLW1s62vra2NefPmYdSoUdi2bRs6duwolE+aNAmzZs2Cr69vvmpWJpQudGlewYcaVLRcUVJTU/Ht2zfhntu6dStq1KiByZMn/4rcXKGmppardtra2tDV1UXNmjXRsmVLDB8+HPXr189jdb8nS5YsgbW1NdavX4+LFy/i69evMtdLliyJ7t27Y86cOWjUqJE4Iv8fPjRo+pCUvxIyVBXeMvfUqFEDwcHB2L9/P8zNzSUXqllF4WLYsGHYvHkz7t+/DwsLC2zfvh1WVlbCdcYYiAj+/v7YsmULjh49CsYYzM3N0bVrVxGVy2fFihUAgBYtWqBLly4AgHr16qFevXpiysoRhw8fBvAzfBwfxk7ee6BYsWKYMWMGWrdujXbt2qFv3764d+8eKlSooFS9WcHrjo2NVbjN58+fAQC6urr5oul3hk/Z0rNnT4Xb9OzZE3///TdevnyZX7JyRWRkJICfaU/SkpSUBC8vLzDGMHnyZCEkoYaGBiZMmIA7d+7gzp07Stcrjzp16iAyMhLPnj1Dq1atAABFixZFzZo18ezZM7i6umYI83r69GkAENKCqRCf+Ph4AJBMiGQV0kRPTw/e3t7YsWMH7O3t8ejRI7n16tati8mTJ2PChAngOE7JKrOHf79mFk5YHoaGhgCAd+/e5ZOq3MGHz58xY4bCYZ359Fpv3rzJT2kK8/z5cwDIUYq4SZMm4fLly3jx4kV+yfplIiIi4OHhgQcPHiAqKgoAUKpUKRgbG8PCwkIIW68i/+D3gurVqwc/Pz80bNgQDRo0QJ06dVC0aNEs20p1LyglJQX//fcf3N3dERwcnOHe6tixI3r16iU3nLXY3L9/H0DO5vB8mkB+bSUV+PVt2jSGmdGyZUvcvn0bQ4cOlcx7NysYYzIh4MPCwuDm5gY3Nzd4enri27dvMiHgW7ZsiZ49e2LQoEGoXLmy2PILDdJ7glUUGDp06IBr167B1tYWYWFhuHjxorCpdeHCBQD/M2BWrlwZLi4uaN68uWh6M6Mw9IPftDE2Nla4TYMGDQAAfn5+MuUmJiYA/reJpCJz0udNzK48N98/ZMgQ+Pr6Yu/evaIY0nPrhBAXF4e4uDh8+PAB3t7e2LhxI8aMGYOtW7eKshlU2BwCGjdujMOHD4OI8OrVK3z69AnAz9xrRkZGkjGQOjk5CVrSLnjSlucE+v/8vVJcPBUE+vTpg/v372Pfvn24cOECqlWrJuMUNmrUqEzzKmYGYwxXr17Na6kqCgEcxwnGmtDQUPTo0QNFixYVnn0LCwvExMQgISEBwM/nu3r16nBxcRFTdqYsW7YMjDHB2FQQ8ff3B2NM4TyipqammDhxIjZv3vx/7J13VBTX38afO3QEpQiKHRU1FhDBhqKIIJag2BABazTWWFBj19hiibEHC3YFFTs2QBQQO6DwAzRKUSxUBQu93fcP35240hZkd3bX+Zyz5+hl7vJcdnZu+Tbs2LEDGzZsELNC0WnYsCFiY2ORkJAAS0tLkfrcvn0bANC8eXNxSvshERj8qjKHCK4VPAOkBcHh57fGj9DQUOTm5oIQIuQUBACtWrUCAKSkpEhGZCX07NkTwcHBCAkJwbhx49j2YcOGYcOGDdixYwd++uknODo6Ijs7G4cPH8b+/ftBCIG1tTWHysvn6dOn2LdvH0JCQpCQkIDPnz+jpKSkwj6EEBQVFUlIYc1z584dAOANOzyVwjAMZsyYgRkzZiA5OblMI6GBgQHHKismOTkZANC6dWuR+wiCSKRtHnnz5g0AVMmpXTAnVsVBUJyoqKggNze3SgYYwbXSWBM6OTkZbm5uOHfuXLnzgqKiIoYPH46///6b0++LvAcjfH0WJHCsjoqKQlRUVIX9pPUsyMfHBzNnzhRy6BGcoxJCcPfuXezbtw8GBgbYtWsXHBwcOFJaNoLAHF1dXZH7FBcXA6j+Oau4qGq988aNG+PWrVtiUiNemjZtipkzZ2LmzJnIysqCn58fLl++jKtXryI9PR137tzB3bt3kZubixUrVohVy9GjR9l/jx07tsz26vD1e0kLvCGd57vo0aMHYmNjcfLkSfj4+CAsLAxpaWkoLi6Grq4uTE1NMXjwYIwbN04qF1MCZH0cgk3Sp0+fRO4juDYzM1OoXVNTE0DZEUo8kqVZs2ZYtmwZfv75Zzx79owTDYKFiK+vLx48eADgy4bQ3NycjVhJT09HWFgYIiMjQQhB586dYWdnh0+fPiE6Ohq3bt1CYWEh9u/fj4yMDJw+fVri45A1h4CMjAzo6OhUeh0hBM2bN5dao4C4sjbwVI+FCxfC398f9+7dQ3JyMntgBXz5jnzrWFURgk0v/zmKn/j4ePj4+CAyMhLv3r1Dbm5uhc80aXJuaNKkCSIiIvDbb7/B29sb2dnZ7M/S09PZfxNC4OjoiN27d0NbW5sLqZWiq6uLjIwMNGnShGsp1UbgdPX1nPG1M01ubi7U1NSE+gwaNAhbt27F5cuXpcqQbmVlhefPn+PIkSNChsLy+PjxI/bs2SNVhkJ5OlyoX78+Xr16hcePH8PMzEykPo8fPwYgfUZCdXV1fP78uZRTseCgrWXLlqU0f/u94Zqff/4Z69atw4ULF7Br1y7W2DRv3jzs27cPmZmZmDRpEiZNmsT2oZRCTU0NixYt4kp2uWzZsgWLFy9GUVGR2DKN1TSCLCbf4u7uXmmkVH5+Pjv3E0LQo0cPcUjkkVMMDAyk3mheFsrKysjPzy+Vba0iUlNTAXzJyCZNyEPWnDZt2uD+/ft4/fo1TE1NReojiOps06aNOKVVmcjISNjY2CAjI6PCOaSwsBCnTp1CQEAAbty4wQYfSRp5D0aQp7Og7du3w83NDcB/f+dmzZqx68TU1FS8fPkSlFIkJSWxjhpz5szhULUwOjo6SEtLq9J3PTY2FgCfxUha0NDQwPDhwzF8+HBQSnH//n34+PjgypUrEvmujR8/HoQQEEKE9qeC9urw7XtJC7whnee7UVRUhKurK1xdXbmW8l3I8jgMDAyQmJiIixcvwsrKSqQ+goiqbzdZAqM8PyFKB4ID+9zcXE5+/8qVK7F+/Xo8ePAAXbp0wb59+2BsbFzmtZGRkfj1118RGhrKHrwDQFJSEsaPH4+AgACcO3cOvr6+pSJ5xI2sOQTUq1cPFhYW+Pnnn2Fvby91m1FREXfWBp6qoaqqiuDgYJw+fRoBAQF4+/Yt8vPzERwcDEIIzMzMqhyRziM+cnJyMGPGDBw7dqzUoU9ZTgxfe75LEh8fHwBfMvyUdf/o6OjA09MTf/75J65cuVKms6K9vT0b0SmttGzZEg8fPpSaiNPqoKioiMLCQtZpEoDQv1NSUkqlsxYc6EpbyrspU6bAw8MDwcHBOHz4MMaPH1/ute/fv8eIESOQkpLCpuGWBuTpcMHS0hLHjx/Hhg0b4OjoiNq1a1d4/efPn7Fx40a2nIM00aJFC0RERCAoKAj9+vVj28+fPw9CCHr16lWqj8AxSJRUkpKga9euOHToEIqKipCZmcnu93R1deHn5wdHR0c2Hb8AfX19HD16FD/99BMXksvF19cX8+fPB/Dlvu/WrRvMzMygo6MjlempBQiymHwNpRS7d+8W+T0EZeUWLFhQ0/J4eKSOJk2aICYmBrGxsejTp49IfW7evAmgalHskkAesuaMHz8e9+7dw549e0RO+SxwWJSm9Ul2djYGDRrEOirY2Nhg8uTJ6Nq1K+rXrw/gy/r34cOH2L9/P/z9/fHu3TsMGjQI//77b6WpxsWBvAcjyMtZ0IMHDzBv3jxQSlG7dm0sXboUEyZMQN26dYWue/fuHQ4dOoQ///wTHz9+xIIFC9C9e3d07dqVI+XCtGvXDmlpaQgNDRX5u37q1Cn2zJRHuvg6Bfz69etRWFgokd9bnpOSrDjAiozYq7Dz8PCInalTp1JCCFVWVqY+Pj6VXn/x4kWqpKREGYah06ZNE/rZX3/9RQkhtGfPnuKSKzGio6MpIYQyDMO1FJklMDCQMgxD27dvT3Nzcyu9Pjc3l7Zt25YyDEOvX78u1G5kZEQZhqFOTk7ilFwuf/75JyWE0K5du9LIyMhyr4uIiKBdunShDMPQ1atXs+1v376ltra27D117do1sWklhLC/h2EY2rJlSzpnzhx648YNWlRUJLbfy/NjIrjXYmJiuJbC8/+UlJTQfv36UYZhKCGE6unpUVNTU/az6tWrF23fvj1VUlJi29q0aUOtrKyolZWVRLUSQqiCgkKp+2fChAl04sSJNCkpSaJ6xMXWrVspIYROmDCBaynVRjAP+/v7s20lJSVUXV2dMgxDz5w5U6rPiRMnKCGEqqurS1KqSMydO5e9/x0dHempU6fY/3t4eFBPT086ffp0qqWlxc6na9as4Vo2i2Cur85L2ta2t2/fZnWZmJjQ0NDQcq8NDQ0Vep7dvn1bgkorZ+HChZQQQuvUqUOvXr1KP3/+THfs2MHqvXjxYqk+gv2ThYUFB4qrTkFBAfX19aV///033bhxIz137hzNzs7mWlaZ2NnZUUII1dHRkbp7pSLK+s4K5vTKXmpqarR58+bU1dWVRkREcD0UHh6JMGfOHEoIoaampkLt5e1T3rx5w87v0jS3U0rplClTKCGE9unTR6i9vLF8+PCBGhgYUIZh6KJFiyQptVxKSkpo//792TPDis6C8vLy6IwZMyghhPbv35+WlJRIUGnFbNiwgd2r7N+/v9LrDxw4wD6vN23aJAGFPLKKo6MjJYRQLS0tkc5Rnjx5wj6zHB0dJaBQNHbu3MmOIyMjg20v73l1+vRp9mcnT56UtNwqkZGRQQMDA+np06fp0aNH6ZEjRyp8STupqak0ICCAent7U29vbxoQEEBTUlK4lkVfvnzJvsprr85LGuEN6Tw8csCrV6+opqYmu+AbNWoUvXTpEk1KSqKFhYW0sLCQJiUl0UuXLlFHR0d2E6+pqUkTExOF3qtz586UYRi6YsUKjkZTc0iDIf3du3f077//pgMGDKCNGjWi6urqVF1dnTZq1Ij279+fbt68maanp3OmrzIcHBwowzBVWlQcPnyYEkLo4MGDhdoFRohmzZrVtMxKkTWHgLt379LFixfT9u3blzqA09LSoo6OjvTYsWP0/fv3YtPA8+PAG9Klj68Ngn/88QctLi6mUVFRpea0rKwsunXrVqqpqUn19fVpSEiIxLWWd//I232Vn59PO3bsSBUUFOihQ4e4llMtRowYQRmGoX///bdQe58+fSjDMNTa2lqovaCggHbu3JkSQqiJiYkElYpGSUkJnT59utAcWdZLMI/OnTuXa8lCiHKAEBMTQ8+fP09HjhzJOro+efJEKg8XBIfogr97hw4d6KRJk+iSJUvo0qVL6aRJk2iHDh2EPpeZM2dyLbsUSUlJtE6dOmXeR+3atSvTQGBlZUUZhqEzZszgQLH4KSoqoomJiaX2jZJAV1eXMgxDt23bJvHfXZPI25zII10UFhbSCxcu0Hnz5tGhQ4dSGxsb2qdPnwpf3875XBMXF0eVlZVLObOX9d35999/2X2yhoYGTUtL40JyuTx69IidO75eM5Y1lnfv3lErKys2MEbS83twcHC5L39/fzbAwMDAgM6ePZseP36c+vv70+vXr9Pjx4/T2bNn0wYNGlCGYWiXLl3o9evXaXBwsETHUBHdu3enDMPQX375ReQ+v/zyCyWE0O7du4tRGY+sI3B+Wb9+vch91q9fTwkhtH79+mJUVjXy8vJo06ZNKcMw1NzcnH0+ffu8Sk1NpUuWLGGD8oyNjaXKaeZrAgMDaa9evSrcH377UlBQ4Fp2mZSUlNDdu3cL7aG+fbVv3566u7vT4uJiruXKPbwhnYdHTrhx4wbV0NCo9DBRcBBUq1YtIQMhpV82L4JotsePH3MzkBqEa0P6jh07hBwcyotM0NDQkNrDIcGmKDw8XOQ+4eHhlBBCDQwMhNpDQkI4i2qTZYeAFy9e0B07dtB+/fpRFRUVoftHUVGRWlpa0o0bN9InT55IRA+PbFOW84XAYFNYWMiBIp6yGDJkCCWE0B49erBtFc1pDx8+pGpqalRPT4++fftWklKpqqoqZRiGPnjwQKhd3owGiYmJNCwsjJqYmFCGYaitrS09dOgQDQ8PpwkJCayRqbyXNODu7k4JIdTW1lao/dixY+zn1bt3b7pr1y66ceNG2rFjR7Z93bp1HKmuHH9/f2ptbU0VFBTKXGtZWFjQq1evci3zuzl16hRVUFCgffv2lcqDq5KSErpgwQKhz6E8pwYFBQX6+++/S+U4KKX01q1btEGDBkL3UosWLejTp09LXRsXF0cVFBQowzD0/PnzkhcrAQTzDxeHjGpqapRhGBoWFibx312TNG3alDZr1ozGxsZyLYVHzggJCaHNmjUr81lbXkYTroMNykOQ3YNhGNq1a1e6ceNGIcfSdevW0YEDB1JFRUV2rKJEGXOBrGTNEeX8sKovaTJICZyxvj37rIiAgABKCKG6urpiVMbzNcXFxTQ9PZ0mJibKTAZGwR74/v37Ive5f/8+JYRQVVVVMSqrOhEREVRLS4t9Hvz000/sv01NTamRkRG71iWE0Lp160rtesbd3V1Iq6xm+6L0i/OCwJmpovEIfm5ubk6Tk5O5li3X8IZ0nmpR3QWVuro6NTAwoL169aK///47jY6O5sdRgyQkJFAHBweqqKhY7gNWQUGBDh48mMbFxXEtV+xwaUifP3++0ESnra1Nra2t6ejRo+no0aOptbU11dHREZr4pC1SitL/FoeBgYEi9wkMDCxzcRgREcE6cUgaeXEI+Pz5Mz1z5gwdN24c1dfXL7VwatGihUykgE9ISGAjId68eVPp9W/evKHW1tYiX89TPoqKirRXr15006ZNZRoEeKSDhg0bUoZh6OHDh9m2yuY0Nzc3SgihCxculJRMSimlLVq0oAzD0M2bNwu1y5sh/etnbVUPHaXlQDE5OZl1woqPjxf62YABA8o1fHbq1EmkbC5c8+nTJxocHExPnz5NT548Sa9fvy7VWX+qw8SJEynDMHT37t1cSymXqKgoOn36dNqqVatS+5BWrVrR6dOn06ioKK5lVkp+fj69efMm9fLyooGBgeU6m4WEhNA//viD/vHHH1KbHv174XJP1bJlS8owDL17967Ef3dNsnv3bj6TFE+N8/TpU1qrVi12vlZRUaHt27envXr1YgMkKnpJI5s2baLKysoVrrUIIVRRUVFqgxEolZ2sOVUxNMmiQUpFRaXa50DSZuyUN4qKiuj+/ftpz5492c+prHJhly5dogsWLKBr167lSGnZGBoaVtuQbmhoKEZl1SM2NpZaWFiUaaD9uq1r166l9pHSwpMnT1hHKxMTE3rx4kV69epVdiwJCQk0LCyM7tmzh5qZmVFCCLW0tJTKbF95eXm0Xbt27N9fX1+fzpw5kx49epT6+flRPz8/evToUfrbb7/RevXqsZ9Pu3btaF5eHtfy5RZCqbxVfeeRBAzDfPd7EEIAAJMmTcKOHTugoqLy3e9ZVeRlHN+SnJyMwMBAREdHIzMzEwCgra2Ndu3awcrKCg0bNuRYoWSIiYlBhw4dQAhBcXGxxH6vn58fBgwYAABo1KgR/v77bwwdOhSKiopC1xUXF+PcuXNYsGABXr16BUIIrl27hn79+klMa2U0b94ciYmJmDVrFrZu3SpSn9mzZ2Pnzp1o1qwZEhIS2PbAwED07dsXTZs2xYsXL8QluUzU1NRQUFCAGzduwMrKSqQ+QUFBsLa2hoqKCnJzc9n2yMhImJqaQl1dHVlZWWJSXDmUUty/fx+XLl3CpUuXEBMTA+C/Z5Kmpibs7Oxgb2+PgQMHQkdHhzOt37Jq1SqsWrUKPXr0QEhIiEh9evfujdu3b2PdunVYtGiRmBXKL4J5T3CfNG/eHD///DPs7e3Ru3dvKCgocCmP5/9RVVVFYWEhgoKCYGlpCQB4/vw52rRpA0IIsrKyoKamJtTn5s2bsLGxQdu2bREdHS0xrVOmTIGHhweUlJTg4OCAVq1aQUlJCX/88QcIIZg2bRr09fWr/L4rVqwQg9rq8z1rRkmvQyqipKQElNJS3/X8/HysXbsWBw4cQEpKCgBAS0sLLi4uWLduHWrXrs2FXJ5vEKwxu3Tpgvv373Mtp1IKCgqE9iLKysocK+KpDlztqQDAzc0N27dvx8aNGzF//nyJ/u6ahGEYKCsrw87ODs7OzhgyZAhUVVW5lsUj44wdOxbHjx+HgoICVq1ahVmzZkFDQ4NrWd/N06dPsXnzZly+fBnp6elCP6tTpw4GDhyIxYsXo3379hwpFJ3r169jw4YNCA4ORklJidDPCCHo1q0bli1bxp4fSZrg4GCxvG/v3r3F8r5VpXHjxkhKSsLRo0fh4uIiUh8vLy+4urqiYcOGeP36tZgV/pikpaXBwcEBDx48wNdmKUIIoqKi0LZtW7YtOjoaxsbGIIQgPDwcHTt25EBxaX799VccOHAA69evx++//y5Sn40bN2Lx4sWYOHEi9u/fL2aF1eP27dvw8fFBWFgY0tLSUFxcDF1dXZiammLw4MGwtbXlWmK5TJ8+HXv27IGenh7i4uKgqalZ7hqWUopFixbhr7/+grW1NQICAjhUXpoNGzZgyZIlIIRg4sSJ2LZtG2rVqlXmtTk5OZg7dy48PDxACOHPTMUIb0jnqRarVq0CAPj6+uLBgwcAABMTE5ibm0NPTw8AkJ6ejrCwMERGRoIQgs6dO8POzg6fPn1CdHQ0bt26hcLCQhBCMGzYMJw+fZofB0+NwtWhz88//4yrV6+iQYMGCA0NhYGBQYXXp6SkwNzcHMnJyejfvz+uXLkiIaWVM23aNOzduxdKSko4c+YM7O3tK7zex8cHI0aMQHFxMaZMmQJ3d3f2Z5s3b8bvv/9eJeNpTSEvDgEVkZiYyBrVg4ODUVBQAODLZoRhGHTr1g2DBw+Gk5MTGjduzKnWXr164c6dO9i8eTPmzp0rUp/t27dj7ty5sLKyws2bN8WsUH65d+9euc4XtWvXRr9+/aTS+eJHQ0NDA7m5uUKHBcnJyWjYsCEIIYiLi4OhoaFQn/DwcHTu3Bmampr4+PGjxLS+fv0anTp1wvv379l7CQB7KPJ1W1WQFsOzgCNHjnxX/3HjxtWQEvGTkZGBoqIi6OnpVfvzEzerV68G8OXApG7duiL1yczMxM6dOwFIn6OGqERERKBTp06oU6cOa6CWBvbs2QNHR0d+3pBTuDSkJyUlwcTEBIqKinj8+DHq168v0d9fU3zryKihoQEHBwe4uLjAxsamRhz8eX48GjVqhOTkZMydOxebN2/mWo5YePXqlZAxp3nz5jL5ffn8+TMeP34sNJaOHTuKvIbhqR4jR47E2bNnYWpqigcPHpQKbvmWoqIidOvWDY8fP+bsfFccju2EEBQVFdX4+1aH4uJiWFhYIDQ0FAzDYMSIEejVqxdmzpxZpiEdALp3746HDx9i2bJl7Dk+1zx79gxmZmZQVlbG/fv30apVqwqvf/78Obp164bCwkKEhYWhdevWElL649CuXTv8+++/WL16NZYuXQqg8jWsjY0NAgMD4eHhgYkTJ0pacrl07NgRUVFRsLW1ha+vr0h9+vfvD39/fxgbGyMiIkK8Ar/C2tq6xt+TEIIbN27U+Pt+N5zFwvPIPH/++Seb1iMyMrLc6yIiItiaDqtXr2bb3759S21tbdkUG9euXZOE7FLIyzh4SsNVGkI9PT3KMAzdtWuXyH127dpFCSFUT09PjMqqzqtXr4TqvI8aNYpeunSJJiUl0cLCQlpYWEiTkpLopUuXqKOjI5t2RlNTs1RN2M6dO1OGYeiKFSskPo6pU6dSQghVVlamPj4+lV5/8eJFqqSkRBmGodOmTRP6maB2W8+ePcUl97sRpIAfP358qRTwq1at4loerVu3LmUYhgYFBYncJygoiBJCaL169cSo7MfixYsXdMeOHbRfv35URUVF6D5RVFSklpaWdOPGjfTJkydcS/3hMDIyogzDUH9/f7atpKSEqqurU4Zh6JkzZ0r1OXHiBGdlJ169ekUnT55Mmzdvzt5LVa1L9u2Lh6ciqlM6IC4uTupSjlaVixcvclYmpyIEayx7e3t68uRJmSgFwCM6XKZ2p5TSO3fuUD09PWpoaEivXLnCiYbv5d69e3TmzJlC6TcF+6v69evTOXPm0IcPH3Itk0fGEKRDvn37NtdSqoS8lzmYMGECnTBhAvX29uZayg+Pj48P+7zt168fffv2bbnXvn37lvbv35+9/vLlyxJU+h/ynm7/wIED7LrR19eXba9obS84t7e2tpak1Eq5du0a1dbWptra2nTr1q1lPtsyMjLotm3bqK6uLtXW1qZXr17lQOmPQe3atSnDMEJ/45iYGPbeKigoKNXn1KlTlBBC+/TpI0mplSIo23Lx4kWR+wj2iRoaGmJUVhpRzn7KK2tSUbs0wkek81SLoKAg9O3bF23btkVoaGilacny8vJgZmaGf//9F35+frCxsWHbjY2NER8fD0dHR5w4cUIS8lnkZRw8ZcNV9EStWrWQl5eHBw8ewNzcXKQ+YWFh6NKlC9TU1JCdnS1mhVXj5s2bGDJkCLKzsyuNTKOUQl1dHRcuXGC/HwAQHx+PSZMmAQC2bt0q8XRMr1+/Rrt27di/7ciRI+Hq6gozMzOh7BPh4eE4duwYzpw5A0opNDQ0EB0djSZNmrDv1aVLF4SHh0uVN2xF0P9PAe/j44MrV65g5MiRWL58OaealJWVUVxcjEePHsHExESkPoKU+kpKSsjPzxezwh+PrKws+Pn54dKlS7h27RqbRlHwnTc0NIS9vT2fAl5CjBw5EufOncNff/0FNzc3tt3a2hrBwcGwsrIS8tAtLCxEjx49EBYWJnEP5PJgGKbcqAIebpg4cSIIIVi7dm2l2XIEpKenY+HChSCE4MCBA2JWKDrVub/i4+NhZGQkVan2q0JhYSH69OmDu3fvSs33XAAfbSvfcBmRLohySUpKwvPnz0EIgZaWFoyMjKCurl5hX2mMZikuLkZAQAA8PT1x4cIFtkyU4LvTokULuLq6wtnZGS1btuRSKo8MIEhbHRoaik6dOnEtR2SUlJRgYWHBlpdq06YN15JqFME+6erVq7Czs+NYDc+wYcNw4cIFEEKgpKSEfv36oWvXrtDX1wchBKmpqXjw4AGuX7+OgoICUEoxbNgwnDlzhhO9lZ0xXblyBWFhYQC+ROB26dIF9erVAwCkpqYiNDQU0dHRIITA3NwcAwcOBACsXLlSvMJFxNbWFjdv3sSMGTOwY8cOtr2itb2vry8GDhyIBg0a4M2bN5KWXCaC9cnbt28RGxsLQggIITA0NBS6t168eMFmamvZsmWFpValcd0iS6ioqKCoqEjonDExMRGGhoYghCA5OblUyblHjx7B3Nwc+vr6bHkzaUBXVxcfPnxAWFgYTE1NRerz+PFjmJmZQVtbG+/fvxezwv+wsrKq0FaQlJSE2NhYAF/u8WbNmgk9s16+fAlKKQghaNmyJRo0aADgSzZYqYM7Gz6PLOPg4EAZhqFHjhwRuc/hw4cpIYQOHjxYqH3r1q2UEEKbNWtW0zIrRV7G8S0ZGRk0MDCQnj59mh49epQeOXKkwpe8wlX0RKtWrarsGX779m1KCKFGRkZiVFZ9EhISqIODA1VUVCzXw0xBQYEOHjyYxsXFcS23TG7cuEE1NDTK9HorywuuVq1a9Pr160LvERcXR62srKiVlRV9/PgxNwP5TsrywpQ0urq6lGEYeuPGDZH73LhxgxJCqJaWlhiV8VD6JfL57t27dPHixbR9+/alvEXr1KlDHR0d6bFjx+Q+ooQr3N3dKSGE2traCrUfO3aM/Sx69+5Nd+3aRTdu3Eg7duzItq9bt44j1cJUJ2KYR7zIUxR3dcby9OlTSgihKioqYlQmOomJiZW+Xrx4QR89ekT37dtHjY2N2efw+vXruZYvBB9tK99wGZH+9b1Ulcg7aXxufUtubi49deoUHTx4cB3wgXYAAQAASURBVKnMQAzD0C5dutAdO3bQ1NRUrqXySClOTk5VPs+SBr6911u2bEnnzJlDb9y4QYuKiriW993Uq1ePMgwjs+cF8kZeXh51dHQsNwLy2znG0dGR5uXlcS27TFatWkUJIbRjx44VrqsePnxITU1NpSYj4dfo6+tThmFKnbVVtLYPDw+nhBCqqqoqKZmVUt31SVnXy8q6RdqpX78+ZRiG3rlzh23Lzs5m/+4hISGl+vj5+UnV/lCAhYVFtSPSLSwsxKisaly9epVqa2vTOnXq0E2bNtH09PRS16Snp9NNmzZRLS0tqc/awEek81SLhg0bIiUlpUqerwIvn/r16yMpKYltv337Nnr16sVJJK68jENAUFAQVq5cidu3b4vch0hRrZyjR48CABwcHFC7dm2R+mRlZeHcuXMAgLFjxwr9LCcnB6GhoQCA3r1716DSinFzc8P27duxePFirF27VqQ+S5cuxfr16zF79myRa3hzQXJyMgIDAxEdHc3W5tTW1ka7du1gZWVVoXelNPDixQu4ubnh8uXL5UbUMAyDQYMGYcuWLWjRooWEFVaNtLQ0REVFISMjAwCgo6OD9u3bs9590oq5uTkeP36MpUuXsnVuK2P58uVYt24dOnTogMjISDEr5PmaxMREtq56cHAwCgoKAHyZPxiGQbdu3TB48GA4OTmhcePGHKuVD1JSUtCwYUMwDINnz56hefPm7M8GDhwIX1/fUl6/lFKYmprizp07lWbYkQSCmuJDhw4VeU6XFUpKShAYGIh79+4hJSUFOTk5WLdunVCUd0FBAYqKiqCgoAAVFRUO1f6HPEVxV2csJ0+ehLOzMxo2bIjXr1+LWWHlVCezB6UU3bt3x82bN6XmvvoaPtpWPuEyIr2yKJfKkMpoljLIzMzEmTNn4OnpiZCQEDZ6jRACRUVFPhsTT5mEhoaiR48e6NChg0j1n6WFe/fusXuLmJgYAP/NE7Vr10a/fv1gb2+PgQMHQkdHh0up1UKQQercuXMYMmQI13K+m/j4ePj4+CAyMhLv3r1Dbm4uKjIlSGtU7ZUrV+Du7o7g4GDk5OQI/UxdXR29e/fGjBkz2AhuaePGjRuwtbVFq1atEB4ejlq1alV4fXZ2Njp16oS4uDihjKpcI4ga/jbStqK1fWhoKLp27Qp1dXV2bck137s+KQ9xrVvEkVFQmuwJANCnTx/cunULBw8exLhx49j2Nm3aIDY2FvPmzcOmTZuE+kybNg179+6Vmv2hAA8PD0yZMgX9+/fH1atXReozcOBA+Pn5wd3dHVOmTBGzwsp5/vw5zMzMoKioiNu3b6Ndu3YVXv/kyRP06NEDxcXFCAsLQ6tWrSSktApwacXnkV1UVVUpwzA0MDBQ5D6BgYFlepBFRERwVutPXsZB6ZfoNQUFhSrXJJUmj7fviZRSUFAQo7Kq8fbtW6qvr0/V1NREikq/c+cOVVNTo/r6+vTNmzcSUMiTlJREPT096eLFi+nUqVPp1KlT6eLFi+nx48el/jMoKSmhu3fvph06dCjXm7p9+/bU3d2dFhcXcy23TBYuXEgJIVRHR4cmJSVVev2bN2+otrY2ZRiGurm5SUAhT3l8/vyZnjlzho4fP57q6+sLzSXS5u0u6xQXF5cZlZOXl0eXLVtGDQwM2L+/trY2nTlzJv348SMHSn8sLl26RA0NDUs9d79du/zzzz+UYRhau3ZtmpWVxZFaYaqzzhJEoqqpqYlRWeV8m01JMJY///yz0sxL+/btowsXLqR6enqUYRg6dOhQTscioCrrdUII1dXVpUuWLKE5OTlcSxcJPtpWfuC6RvqPxps3b+imTZuotrY2/3fnqZR//vmHKigoUHt7+zIjvaSdFy9e0B07dtB+/fqVmisUFRWppaUl3bhxI33y5AnXUkVGUANaWtYb1SU7O5uOHz+ePWf8Nnpb1mrbCigqKqLPnz+n9+/fp/fv36fPnz+XiUwIgwcPpgzD0EOHDonc5+DBg2VmVOUSQdTwt5G2Fe1TPD09pSYDrKxS1X2HrNkTKKV02bJllBBCf/nlF6H2xYsXs1HnBw8epFlZWTQ1NZVu3LiRKioqUoZh6NixYzlSXTYlJSW0f//+lGEYOm3aNJqbm1vutXl5eXTGjBmUEEL79+9PS0pKJKi0fH799VdKCKF//vmnyH3+/PNPSgihkydPFqOy6sNHpPNUi+bNmyMxMRGzZs0SOXp29uzZ2LlzJ5o1a4aEhAS2PTAwEH379kXTpk3x4sULcUkuE3kZx9OnT2FsbIySkhJ06NABq1evhpKSEgYNGgRCCOLi4pCRkYGwsDB4eHjg0aNH6NmzJ/bu3Qt1dXU0bdpUonrLQ54ipcLDwzFy5EgkJSVh6tSpGD9+PExMTFiPRUopIiMjceTIEezevRsNGjTAmTNnZKq2GY/kSUtLg729PVsTq7wpXHCfderUCZcuXUL9+vUlplEUEhMT0apVKxQVFaF169Y4efIkjI2Ny7w2MjISTk5OePbsGZSUlPDkyROpzxTwo0Apxf379+Hj44MrV65g5MiRWL58OdeyfigyMjJQVFQEPT09sXjE8wjj4eGBqVOnss/eunXr4t27d2WuXQoKClC/fn18/PgRR44cgaurK1eyWaqzztq3bx+mTp3Kyfr2awTaBdCvojVFhVIKhmFw48YNiWYqKg9B1oaKYBgGmpqaMDQ0RPv27cUSTSIJ+Ghb2YbLiPQfjejoaHh6euLEiRN4/fo1WzOS/7vzlIUgs5evry/u378PNTU12Nraok2bNlBXV6+0/4oVK8QtsUpkZWXBz88Ply5dwrVr15Ceng7gv7ne0NAQ9vb2sLe3R+/evaV2TqSUol+/frh58yaWL1+OlStXytw6nVKK/v37IyAgAJRS1K1bF40aNUJERAQIIejZsycyMjLw7NkzFBUVgRCCVq1asecOspINRJaoyYyqXGJjY4PAwEAsWbIEa9asYdsr2qcMGTIEly9fxvDhw+Ht7S1pyXLBqlWrxPK+K1euFMv7VocHDx6ge/fu0NHRwZs3b9gsfe/fv0fr1q3ZrKpfQymFmpoawsLC8NNPP0laMm7dulXuz/Lz87Fs2TKEhYWhXr16cHR0ROfOnaGvrw9CCFJTUxEaGorTp08jJSUF5ubmWLduHZSVldGrVy8JjqJsBDa3u3fvomvXriL1uX//PiwsLErZ3KQF3pDOUy0EqS+UlJRw5swZ2NvbV3i9j48PRowYgeLiYkyZMgXu7u7szzZv3ozff/8dPXr0QEhIiLilCyEv45g+fTr27NkDPT09xMXFQVNTs9wDD0opFi1ahL/++gvW1tYICAiQqNaKqM4B7/Pnz9GmTRsoKSlJ/BDu61S7ZZGTk4O0tDR206SsrAwdHR0QQvD+/Xs2PTKlFPr6+lBXVwchBPHx8WLXziN75Ofnw8zMDE+fPgWlFHp6enB0dESXLl3YVO6ChZS3tzfS0tIAAG3btkV4eLjUpYAVPDMJISCEwMrKCpaWlmxq5OTkZNy6dQvBwcHsgfu6deuwaNEiLmXzVEBhYSGUlJS4lsHDIxZiY2PRrl07FBcXo0+fPti1axfatGlT4dpl8uTJOHDgAFxdXdnyNZLk29IZf/zxBwghmDZtGvT19Svsm5+fz6byzM/Px+jRo3H8+HFxyq0QhmG+q7+ysjI6d+6MxYsXS23Kzh+Ft2/fwsvLC+vXr8eHDx94I6EMwBvSxcurV69w4sQJeHl5ITo6GsB/zkJqamqwt7fHyZMnuZTII6WU5WRWFYOtNH+fBQ675aWA19TUhJ2dnVSmgL916xZyc3OxcOFCREVFoVWrVhg1ahSMjY2hra1dqQOANBhAvL294eTkBEIIVqxYgeXLl+PJkycwNjYWmguys7Ph4eGBFStWQE1NDWfPnkXPnj05Vi+fqKmpoaCgAAEBAejTp49IfYKCgmBtbQ0VFRXk5uaKWaFo7Nq1C7NmzUKdOnWQkJAAbW1tAOWfB585cwaOjo4ghMDLywujRo3iSrpYEay1GIaRqnTpssaRI0dQVFSEgQMHCpVdCw8Ph6OjYynHcH19fRw9ehT9+vWTtFQApefxmkBaUu4LnllVMaQLnCFUVVVLleCQBnhDOk+1eP36Ndq1a8fWAh85ciRcXV1hZmYGPT09AEB6ejrCw8Nx7NgxnDlzBpRSaGhoIDo6Gk2aNGHfq0uXLggPD8eyZcvE5iEl7+No164d/v33X6xevRpLly4FUPmBh8AL0MPDAxMnTpSo3vKojiH90qVLGDJkCOrVq4fk5GQxKxTmew91y0LaD6gyMzNFro0FlK5bz1N9NmzYgCVLloAQgokTJ2Lbtm3l1sXKycnB3Llz4eHhAUKI1Bqg16xZg1WrVqGkpKTcxaMggnDVqlXs841H/KSlpSEqKgoZGRkAAB0dHbRv35512uARLxMnTgQhBGvXrhXaAFZEeno6Fi5cCEIIDhw4IGaFPx4Cp8X27dsjLCwMysrKACpeuxw9ehTjx49Hu3btEBUVJXHNNRXFraqqinv37sHExKTGNYpKYmKikKbmzZuDEAI/Pz8YGRmV248QAlVVVejq6kpt5NqPBB9tK5vwhvSaJzMzE97e3vD09MTdu3dBKWWf0QoKCrC2toaLiwuGDRsGDQ0NjtXySCvfex5RUlJSQ0rET2JiImtUDw4OZoMSCCFgGAbdunXD4MGD4eTkhMaNG3Oq9XsMI9JiAHFwcICPjw8sLCxw+/ZtABXPBaGhoejduzc0NDQQERGBBg0acCG7FB8/fsT27dsBfHFwrWxflZycDA8PDwDAvHnzKq1DLklatGiBly9fYtq0adi1a5dIfWbOnAl3d3epiu7Mz89H69at8fr1a3Tq1AlHjhxB27ZtS+2p0tLSsH37dvz1118oLi5G+/bt2YwI8gi/1hI/hYWFuHnzJmJiYlBUVAQjIyPY2dmJlMFFXMizXcHAwABpaWlYv349fv/9d5H6bNy4EYsXL+bExiMKvCGdp9rcvHkTQ4YMQXZ2dqUTGaUU6urquHDhAmxsbNj2+Ph4TJo0CQCwdetWdOzYUZySy0QexlGnTh1kZWXh8uXLGDBgAADgyZMnaN++PQghyMvLKxUlKPAwtbKyws2bNyWqV8C3KUysrKxACMHBgwdhaGhYYV9BpNTmzZvx4sUL9OvXD9euXROn3FJMmDBBLO976NAhsbzv9xAUFISVK1eymyhRkJZNYFnIokNAx44dERUVBVtbW/j6+orUp3///vD394exsTEiIiLEK7CaREREYNOmTfD19cWHDx+EfqalpYVBgwZh/vz5nBpwfhQopdi7dy/c3d3ZqI9vadu2LaZPn44pU6aIZdHP8wV5KnUiL7Rp0waxsbGlHBAr+qzu3r2Lnj17onbt2qWeb5Lg2+/o1+VlKkNVVRUGBgawsLCQymdwdb4jPNzAR9vKPlwe7laU8lIUpCGyU0Bubi4uXrwILy8v+Pv7o7CwEMB/3wdzc3O4uLjAycmJd1zk4akAQQr4y5cv4+rVq0Ip4FeuXMl5yvrv2SNJyzq+UaNGSE5OxsGDBzFu3DgAlc8F8+bNw9atW/H7779jw4YNkpZcJu7u7pg5cyaMjIzw7NmzSq+nlKJNmzaIi4vDvn378Msvv0hApWjMmDEDu3fvhoKCAjw9PeHo6Fjh9WfOnMHo0aNRUlJSJeO7JIiMjISVlRU+fvwIQghat26Nf//9F4QQmJiYICsrCwkJCayTma6uLu7du4eWLVtyLV1s8IZ06aO4uBhv374FAKFAypokODhYLO8rDWXMHB0dcebMGWhpaeH+/fto1apVhdc/f/4c3bp1w8ePHzFs2DCcPn1aQkpFhzek83wXL168gJubGy5fvlzug55hGAwaNAhbtmyR2rq2sj4OFRUVFBUV4dGjR+xBZ2JiIgwNDUEIQXJycqkUnoJaOfr6+khJSeFCdo1FShFCcPbsWTg4ONS0RB4Au3fvxm+//SYUKSEK0rgAlGWHAA0NDeTm5uL8+fMYPHiwSH18fHzg4OCAWrVq4fPnz2JW+H1QSvHixQu8e/cOwJfaw4JnGI/4SUtLg729PcLCwgCUb2gTfB6dOnXCpUuX2Dp4PDULb0iXPgTP4IcPH8LMzIxtr+izioyMhKmpKRQVFdnIKS7hjc88koKPtpUvuDzclYfITgAYM2YMLl68yGbCE3wfWrRoARcXF7i4uFSYXYOHh6dsBCngfXx8cOXKFYwcORLLly/nVNP3GkakwQCiqqqKwsJCBAUFwdLSEsB/ZRUJIcjKyoKamppQn5s3b8LGxgZt27ZlHee4xt7eHlevXi1Vj7siVq5ciTVr1mDw4MG4cOGCeAVWgbdv36Jdu3bsuY69vT3Gjx9fZs3kI0eOwMfHB5RS1K5dGzExMWjYsCHHIxAmLi4O48aNw71799i2spx+u3TpAi8vr0pLa8o60mJIz83NRXh4OFJSUpCTkwMHBwfUrl2bMz1cwqfb/z7u37+Pnj17glKKOnXqYMWKFRg7dmypUiyZmZk4evQo1qxZg4yMDDAMg9u3b6Nbt24cKS8fRa4F8Mg2hoaGOH/+PJKTkxEYGIjo6GhkZmYCALS1tdGuXTtYWVlJ3YT9LbI+Dh0dHaSlpbEbcwDQ09NjFyHPnz8vZUgXGKu4iJD6mrKMNVUx1jZq1AhLlizhjehi4unTp5g1axYopejQoQNWr14NJSUlDBo0CIQQxMXFISMjA2FhYfDw8MCjR4/Qs2dP7N27l9P0OGVRXYcAaUFQ16oqqeoE1wpSEHNBRkaGSDXrCCFo3ry53G+QpJH8/HxYW1vj6dOnoJRCT08Pjo6O6NKlCxsRJdiUe3t7Iy0tDeHh4bCxsUF4eDhUVFQ4HgEPAOTl5QEA/3mICcGaqiq1ut6/fw/gS+YgaaBJkyYghHA6J/CU5t27d/D09ERISAgSEhLw+fPnSg/QCCGIj4+XkELR4KNt5RdDQ0MEBgZy9vtlcd3+LZ6enuy/9fX1MWrUKLi4uKBLly4cquLhkX0IIejevTu6d++O9evXs3MPl0iDIfx7UVRURGFhITQ1Ndm2r/+dkpJSKoukYL37+vVryYgUAUFWPgsLC5H7dO/eXaivtNCwYUNcunQJ9vb2+PTpE1vqoDwopdDU1MTFixel8iy7ZcuWuHPnDm7fvg0fHx+EhYUhLS0NxcXF0NXVhampKQYPHgxbW1uupf4QvH79GkuWLMHp06eFnqPm5uZCDtgHDhzA3r17UadOHfj7+/8QgS/ysA7lgm7duuGvv/7CvHnz8PHjR8ybNw/z58+HoaGhkPPPixcvhM7pN23aJJVGdIA3pPPUEAYGBnB2duZaxncjq+No06YN0tLSEBsbyy4Q1dXVYWRkhNjYWPj4+KBnz55Cfc6fPw8AbC14Lvj6QIZSCmtra7a2a0Wp3QX1Lg0MDDivfyUqqampiI6Olrl6wzt37kRxcTH09PQQEhICTU1NoZTPhoaGMDQ0hJmZGX799VcsWrQIf/31F3777TcEBARwqFwYeXAIaNOmDe7fv4/Xr1/D1NRUpD6CTWybNm3EKa1C6tWrBwsLC/z888+wt7fnVAtP2WzduhVPnjwBIQS//PILtm3bVmY9uDFjxmDDhg2YO3cuPDw88PTpU2zduhWLFi3iQDXPt9y5cwcApH5ekVUaNmyI2NhYJCQksJE5lSHIfiItDkKLFi2Co6OjSM5NPJLhxIkTmDZtGhtdJOpBjbQdWvHRttJFcXExOyeYmJhU6szz4cMH/O9//wMAWFpalrq/1NXVOTMMiWLAz87OxvPnz3Hy5Ek8fPgQPXr0wKpVq6CgoCABhaJRq1YtDB06FC4uLrCxsZEqbTw80kpaWhqioqKqdIbybUlDcSOq07is0aBBA8THx7Np8wGgfv36UFNTQ15eHh49elTqzC42NhYApCpyMy0tDQAqrY3+NYKMa6mpqWLR9D1YWloiKioKbm5uuHDhQrmOlwoKChgyZAj+/vtvNG3aVMIqq0bPnj1LnVfzSJYHDx5g0KBByMzMFNqLlLXfsLe3x4wZM1BYWAh/f3/Y2dlJUiqPjDF37lw0a9YMv/32G5KSkkApRXx8PBISEgAI730NDAywc+dODBs2jCu5lcIb0nl45ICePXsiODgYISEhbP0iABg2bBg2bNiAHTt24KeffoKjoyOys7Nx+PBh7N+/H4QQWFtbc6a7vAOZLl26yEXKUUop9u3bh127duHJkydlXtO2bVv89ttvmDx5stQdigJf0pIRQjBr1iwhD+SyIIRg48aNCA8PR2BgIA4ePChUR5ZL5MEhYPz48bh37x727Nkjcmr3PXv2gBDCaY334uJihISE4Pbt21i0aBGaN2/OGtV79+7NHyRKASdPngQhBLa2tvDw8KjwWnV1dezduxeJiYnw9/fHyZMneUN6DbB69eoy293d3UtllPmW/Px8xMfHw8fHB4QQ9OjRQxwSf3isrKzw/PlzHDlyRGitVR4fP35kn8FcrrW+Zvr06ZgzZw7s7Ozg7OyMIUOGQFVVlWtZFSKOdYTAaZNrbt68CVdXV/YAoWnTpjA2NoaWltZ31VflAj7aVrq4cOECRo4cCV1dXSQmJlZ6vbKyMoYNG4bMzExcvHgRP//8swRUioaoBvyBAwdizpw5+Ouvv7Bw4UIcPHgQx48fF7M60UlLSyuVBpmHh6c0lFLs3bsX7u7uQvv1r2nbti2mT5+OKVOmcD5fyqvTuImJCeLj4xEVFcVGBBNC0LVrVwQHB8Pd3R3Dhw9nry8sLMSWLVsAQKoc51RVVZGVlVWljFKCa6X1nKJx48Y4ffo0UlNTERgYKORsoq2tjQ4dOqBPnz58CTYekfjw4QOGDBmCjIwMGBgYYPny5bC0tESHDh3KvF5fXx8DBgxgy2nwhnSeyhg6dCh+/vlnXLx4EQEBAWU+s2xsbODg4CBxZ7gqQ3l4eGSe+/fvU0II1dXVpbm5uWz7u3fvqK6uLmUYptSLEELV1dXpkydPOFQuzMuXL+nLly9pYWEh11K+m4yMDNqzZ0+hv3dZL8HPe/bsSTMzM7mWXYratWtThmHo1atX2baYmBhWe0FBQak+p06dooQQ2qdPH0lKrZC2bdtShmHo2rVr2bbo6Gh2HGXRt29fyjAMPXDggKRkVkhJSQnt378/ZRiGTps2Tei7/i15eXl0xowZlBBC+/fvT0tKSiSoVJi7d+/SxYsX0/bt25e677W0tKijoyM9duwYff/+PWcaf3Rq1apFGYahFy9eFLnPxYsXKSGEamhoiFHZj8PX34uv54yy5u/yXoQQqqamRiMiIrgejlzy6NEj9m996NAhtl3wOcXExLBt7969o1ZWVpQQQpWVlenLly85UFyab++r2rVr07Fjx1I/Pz9aXFzMtbwyqer3QJTvSXnzvqSxtbWlhBCqra0ttM6SRTQ0NOiYMWOor68vLSoq4lrOD4+LiwslhNBp06aJ3Gf69OmUEELHjx8vRmWSYfjw4ZRhGHrixAmupfDw1AiGhobU0NCQNm/evMz26ry+fS9pIDU1lXbp0kXkMxRzc3OanJzMqeZvNbVs2ZLOmTOH3rhxQ6bnQ3d3d0oIoba2tkLtx44dY8fbu3dvumvXLrpx40basWNHtn3dunUcqS5N69atKcMwdPv27SL32b59OyWE0BYtWohRGfcUFRXRxMREmpiYyLUUHlr5+aS4WLVqFSWEUD09PaF7oaw9roBdu3ZRQgjt2rWrJKVKHK4+k2+Ji4ujW7ZsoePGjaODBg2i1tbWtE+fPuW+rK2tOdUrzxBK+UT/PN9PZmYmIiMj8e7dO+Tm5laalpDL6MiKkOVxHDlyBEVFRRg4cKBQ2qLw8HA4OjrixYsXQtfr6+vj6NGj6Nevn6Slyj2UUvTu3ZtN6aqrqwtHR0d07dqV9QpNSUnBw4cP4e3tjXfv3oEQwmYWkCZUVFRQVFSER48ewcTEBACQmJgIQ0NDEEKQnJxcKlry0aNHMDc3h76+PlJSUriQXYo6deogKysLly9fxoABAwAAT548Qfv27UEIQV5eXinPN29vbzg5OcHKygo3b96UmNZbt26V+7P8/HwsW7YMYWFhqFevHhwdHdG5c2eh+jKhoaE4ffo0UlJSYG5ujnXr1kFZWRm9evWS2BjK4+XLl7h06RIuX76M4OBgFBQUAPji3c4wDLp378568//0008cq/1x0NXVxYcPHxAWFiZy2YDHjx/DzMwM2trabB1onurzbTSNIEOJKMt0QakTCwsLzJ8/n31W89Q8bm5u2LZtGwghGDFiBIYPHw4nJycQQthSIHfu3IGXlxc+ffoEAFi1ahWWLVvGsfIv3L9/H56enjh9+jSb6lJwr+nr68PJyQnOzs7o3LkzlzKFaNasmVgy9ny7LuYCbW1tfPr0Cdu2bcNvv/3GtZzvIjc3l4+2lSJat26NuLg4nDp1CiNGjBCpz9mzZzFy5Ei0bt0aT58+FbNC8eLj4wMHBweJr+F5eMSFYJ1ICBFK5fw90djfvhfX5Ofnw8zMDE+fPgWlFHp6enB0dESXLl3YVO6Cva63tze7jmnbti3Cw8OhoqLCie579+6xtaoFEfSCdUvt2rXRr18/2NvbY+DAgTKVAj4lJQUNGzYEwzB49uyZUJmigQMHwtfXt9T6jFIKU1NT3LlzR2oyHk2ePBkHDhxAq1atEBUVVWm0Y2FhITp06IDY2FiMGTMGhw8floxQDoiJiUGHDh3AMIxUpeP/URF8HpJ+Nnfu3BmPHj3CunXrhDINMgwDQgiioqJKZYwNCgqCtbU1dHV1hco/yBtcfSYCcnJyMGPGDBw7dqzUuRCltMxnMCB983tNERsbCzs7OxBCEB8fz4kG3pDO810EBQVh5cqVrMFQFAghUjdJy8s4yqOwsBA3b95ETEwMioqKYGRkBDs7O6mp/VwWJSUlCAwMxL1795CSkoKcnBysW7dOyEmgoKAARUVFUFBQ4GzjVBaenp4YM2YMCCFwdnaGu7t7uWnRs7Ky2ImREILjx49j9OjRElZcPgYGBkhLS0NISAgsLCwAfJnMBeMJDg4uVc/I398f/fv3h7KyMvLy8iSuuSxkySFAsGCtSaTxeZWVlQU/Pz9cunQJ165dYxfggrEbGhrC3t6eTwEvAXr06IH79+/j/PnzIpcNEBxSd+/ena3DylNzVLRx5eEOSilmzpyJ3bt3V/icFmyv5syZw6a5lCaKi4sREBAAT09PXLhwAVlZWQD+e/62aNECrq6ucHZ2RsuWLbmUKtcInPxCQ0PRqVMnruXwyBHq6urIz8/Hw4cPYWZmJlKf8PBwdO7cGerq6uwzQVaJiIhAp06d5P6Al+fHYcKECey/Dx06VGZ7dfj6vbhmw4YNWLJkCQghmDhxIrZt24ZatWqVeW1OTg7mzp0LDw8PEEJKGYC4Qt6cxktKSkApLbUPz8/Px9q1a3HgwAH2nERLSwsuLi5Yt24dateuzYXcMrl79y569uwJQgiGDRuGI0eOlHsOmpOTg7Fjx+LcuXMghODmzZsilxeRRcRtJBTcN9+eRX3PuY40nmvVFFwZbQWOvV+f+QIVn0dERkbC1NQUSkpKyM/Pl5hWScOlIZ1Siv79+yMgIACUUtStWxeNGjVCREQEG4iXkZGBZ8+eoaioCIQQtGrVig3eCwwMlKheScC1YwMAPrU7T/Vxd3enCgoKFaZcKi8NkzQhL+OQJy5dukQNDQ1LpeP8NqXMP//8w6YmzcrK4khtaQYOHFjl1OaCFLADBw4Uo7KqY2VlRRmGoYcPHxZqF6TIWrBgQak+U6dOpYQQ2qhRI0nJrJT69etThmHonTt32Lbs7Gz23goJCSnVx8/PjxJCqIqKiiSlVuk5JC/Pq5KSkgpTwNepU4dPAS9G9u3bRwkhdMCAASL3GTBgAGUYhu7Zs0eMyn5cmjZtSps1a0ZjY2O5lsJTBv7+/tTa2poqKCiU+by1sLCQmVTdubm59NSpU3Tw4MFURUWl1PO3S5cudMeOHTQ1NZVrqXKHqakpZRiG3rp1i2spPHKGmpoaZRiGhoaGitwnNDSUk3WvOPD19WXLnfDw8MgGJiYmlGEYamdnJ3IfOzs7SgihJiYm4hNWTT5//kzPnDlDx40bR/X19Uutr1q0aCEXKeDfv39PU1NTOS0lVxmjR49m//ZNmjSha9asoUFBQfTZs2f02bNnNCgoiK5evZo2adKE/XwcHR25li12xJ22uryzKHk+1/oeuEojrqqqShmGoQ8fPhRqF2gpK7X7nTt3KCGE1qlTR0IquYHL1O6CkqkMw9A//viDFhcX06ioqFJ6srKy6NatW6mmpibV19cv82xbXpCGVPuK3JjveWSdp0+fYtasWaCUokOHDli9ejWUlJQwaNAgEEIQFxeHjIwMhIWFwcPDA48ePULPnj3ZtJfSgryMQ57w8PDA1KlT2WiuunXrsqnPv2XSpElYtmwZPn78iPPnz8PV1VXScsvk0aNHIIRg5syZIvf57bffEBwcjMePH4tRWdURpJsPCQnBuHHj2PZhw4Zhw4YN2LFjB3766Sc4OjoiOzsbhw8fxv79+0EIgbW1NYfKhWnTpg3S0tIQGxvLelmqq6vDyMgIsbGx8PHxKRVZf/78eQCAnp6eRLXKo+dgZRBC0L17d3Tv3h1//vknEhMT2RR5wcHB+PTpE06fPo0zZ86AYRh069YNgwcPhpOTExo3bsy1fJln0qRJOHfuHPz8/DB9+nRs2bKl3HR8+fn5mDdvHnx9fWFnZ4dff/1Vwmp/DBYtWgRHR0eZSgH5I2FrawtbW1t8/vwZjx8/RlpaGoqLi6Grq4uOHTuibt26XEsUGVVVVTg6OsLR0RGZmZk4c+YMPD09ERISAkopQkNDERYWhvnz58t1xAEXODk5ISIiAn5+frC0tORaDo8coaenhzdv3uDff/+Fubm5SH3+/fdfAJCp51d5/PPPPwCAJk2acKyEh4dHVOLi4gAA06dPF7nP9OnT4e/vz1mK14rQ0NDA8OHDMXz4cFBKcf/+faEU8AkJCdixYwd27NgBTU1N2NnZyWQKeFnQevDgQbx79w4BAQF48+YNVq5cWeZ1gjNIW1tbHDlyRJIS5ZLy/s7ltfNwg76+Pt68eYMXL16IXN4rIiICANCgQQMxKvux8fLyAgB0796d/c6UZRepVasW5syZgx49eqB3794YNmwYIiIi+M9GXHBmwueRaaZNm0YJIVRfX59++vSJUlq+Z0hJSQn9/fffKSGE9u3blwu55SIv45AXnj9/TpWUlCjDMLRv37706dOnlNKKPeEmTZpECSF0zJgxkpZbLsrKypRhGPro0SOR+zx69Egqo0Du379PCSFUV1eX5ubmsu3v3r2jurq6pbIGCDI7qKur0ydPnnCoXJhly5ZRQgj95ZdfhNoXL17M/t0PHjxIs7KyaGpqKt24cSNVVFSkDMPQsWPHcqSah9L/vPnHjx9fypt/1apVXMuTKYKDg8t9+fv70y5dulCGYaiBgQGdPXs2PX78OPX396fXr1+nx48fp7Nnz6YNGjRgo1SvX79Og4ODuR6WXCJ4Lg0ePJiePHlS6PnLwyMJ3rx5Qzdt2kS1tbU59/yWVz5//kzbtWtHa9WqVaXIYR6eyhg+fDglhFBbW1uR+/Tt25cyDEPt7e3FqEx8ZGRkUH9/fzpgwAD2mbV48WKuZfHwiJXExESamJhYpYjmoqIitp80oaOjU+0zFB0dHTEqq3levnxJd+7cSfv161cqG5CioiLt2bMn3bRpE3316hVnGidMmEAnTpxIk5KSRO6TlpbG9pM2SkpK6Pbt22njxo3LjXZu0qQJ3blzp1RH19ck0hDdyfMfXH0eI0eOpAzD0PHjxwu1l3cOX1JSQjt27EgZhqG//vqrJKVKHC6/Iw0bNiyVHbYyPW5ubpQQQhcuXCgpmRJFGp5ZfI10nmrRrl07/Pvvv1i9ejWWLl0KoPJaBTY2NggMDISHhwcmTpwoacllIi/j+Jr379/j3r17SEhIwOfPn0WqG7FixQoJKKuc6dOnY8+ePWjfvj3CwsKgrKwMoOLaLEePHsX48ePRrl07REVFcSG7FPr6+nj//j18fHwwaNAgkfpcvXoVP//8M+rWrYu0tDQxK6waR44cQVFREQYOHChUoz48PByOjo548eKF0PX6+vo4evQo+vXrJ2mp5fLgwQN0794dOjo6ePPmDRtt+/79e7Ru3RqZmZml+lBKoaamhrCwMJmoYfYjQP/fm9/HxwdXrlzByJEjsXz5cq5lyQyCZ2lNQuS4ThmXMAwD4D+vYw0NDTg4OMDFxQU2Njbsz3l4xEF0dDQ8PT1x4sQJvH79GpRSbmuRyTGvXr3CsGHD8OTJE8ydOxejRo1Cq1atys0KwsMjCidPnoSzszMIIdi0aRPmzZtX4fV///03FixYAEIIDh8+jDFjxkhIaeVUp5YqpRStWrXCgwcPUKdOHTGo4uGRDhiGAcMw+N///lfqnKQ84uPjYWRkBIZhpGoN36NHD9y/fx/nz5/H4MGDRerj4+MDBwcHdO/eHXfu3BGzQvGQlZUFPz8/XL58GVevXkV6ejqAL3uAlStXcnZWV9EZXHkI7i1pXjNSShEREYHHjx/j3bt3AL5kYunUqRNMTExqfK8szUhFvWEeFq4+j4sXL2Lo0KFQVFTEw4cP0bFjRwDlPwPc3Nywbds2EEJK1VWXN7j8jqiqqqKwsBBBQUFs5rLnz5+jTZs2IIQgKysLampqQn1u3rwJGxsbtG3bFtHR0RLVKwmk4pnFmQmfR6apXbs2ZRhGqP5jTEwM6xlSUFBQqo+gvkNV6kaLG3kZB6WUJicn09GjR7PR0FV5SQuCutsHDhwQape12ix9+vShDMPQ4cOHi9xnxIgRUnlfVUZBQQH19fWlf//9N924cSM9d+4czc7O5lpWmRw+fJju37+/lFd1WFgYbd68eSmP5Hr16lE/Pz+O1PKIQlnPaJ7y+Z56ZD9inTIuuXfvHp05cyatV69eqZqK9evXp3PmzClVx4yH53tITEykGzZsoMbGxkIZZgRZZkaNGsW1xDLJz8+nBw8epIMHD6ZNmzaltWrVqnTdq6CgwLVsIaKjo6m+vn6V1u7SNgYe6UIQLSSYO4YPH05DQkJoYWEhe01hYSG9desWHTZsGHtfGRsbS10kXlXXJUpKStTZ2ZmmpqZyLZ2HR+xUdE5SHnFxcVK5ht+3bx8lhNABAwaI3GfAgAGUYRi6Z88eMSqTHCUlJfTu3bt00aJFtEOHDnT16tWcaZGne6smyc7OZjO6yTpcRXf26dOH9unThx48eFCiv1fa+fDhAz18+LBQBLKksLa2ZrN7uLu709TUVPbeiIyMpG/fvqXe3t60Z8+e7JpxxIgREtcpabiMgBbsaR8/fsy2JSUlsXoSEhJK9QkLC6OEEFq7dm0JKpUcfEQ6j8yioqKCoqIiPHr0CCYmJgCAxMREGBoaghCC5ORk6OvrC/V59OgRzM3Noa+vj5SUFC5kl0JexpGeno6uXbsiMTER1flKl5SUiEFV1dHQ0EBubi4ePnwIMzMztr0ib9jIyEiYmppCUVERBQUFkpZcJu7u7pg5cyYIIVi+fDlWrlxZoWfrmjVr2Gt27dqFadOmSVAtDwAUFhbi5s2biImJQVFREYyMjGBnZwd1dXWupf0wpKWlISoqChkZGQC+1Ftr37496tWrx7Ey+SE4OFgs79u7d2+xvC8PUFxcjICAAHh6euLChQvIysoC8F+keosWLeDq6gpnZ2e0bNmSS6lygziyDRFCcODAgRp/3+8lMzMT3t7e8PT0xN27d0EpZdeRCgoKsLa2houLC4YNGwYNDQ2O1Zbm+fPncHBwwLNnz6q0/pWmyJvt27dj/vz5KCkpkdkx8EgnL1++RI8ePZCcnMzOGUpKSmw924yMDBQWFgL4EqHXoEED3L59G82aNeNKcpmsWrWq0msYhoGmpiYMDQ1hYWEBPT09CSjj4eGe6kQNx8XFoVWrVlBQUGCfAdIApRQDBw6Ev78/pkyZgi1btpSbnSU/Px/z5s2Du7s77OzscPXqVbmMJC4sLISSkhInv7s695YgWlBVVRU5OTliVsgNgjFKW0aH6sBVdKeSkhJKSkoQEBCAPn36SOz31jRHjhzBuHHjqtzvw4cPmDZtGk6cOCEGVdXjw4cP6Nu3Lx4/flzps5RSim7duuH69euoVauWhBRyA5cR0K1atUJ8fDx8fX1ha2sL4MvfXkNDA3l5efD29sbw4cOF+ggyUqmpqSE7O1uieiWBNESkK3LyW3lkHh0dHaSlpQl9MfX09NgH7vPnz0sZoAVpcz58+CAxnZUhL+NYuXIlXr58CQAYOXIkpk2bBhMTE2hpacnUhkKgtSqL7vfv3wOAVKXtmzx5Mnbu3Ilnz55hzZo1OHfuHMaPH4+uXbtCX18fhBCkpqbiwYMHOHLkCJtypU2bNpg8eTLH6n9MlJSUYGdnBzs7O66liER8fDx8fHwQGRmJd+/eITc3t8IDeEIIbty4IUGFokEpxd69e+Hu7o6YmJgyr2nbti2mT5+OKVOm8OmsvxPe4C17KCgosM+mvLw8+Pj4wNPTE35+figoKEBcXBxWrVqFVatWwdzcHK6urhg1alSptQuP6Bw+fLhG1070/9OiS4shPTc3FxcvXoSXlxf8/f2FDGkAYG5uDhcXFzg5OUm1I1N2djYGDBiAFy9egGEYDBkyBHp6evDw8AAhBMuWLUNGRgbCwsLw4MEDEELQvXt39iBCGrh69Srmzp0L4MuBtaWlJbt+5+c7nu+lWbNmePz4MaZOnYqLFy+CUoqCgoJSjuCEEAwbNgzu7u5SOXesXLmSawk8PHJFcnIyAEBTU5OT33/r1q1yf+bm5oaMjAzs3bsXFy5cgKOjIzp37ix0hhIaGorTp08jJSUFnTt3xrx58xASEoJevXpJcBRVpzpO41wZ0auLIL2+NK8fawo+JrH6CILStLS0uJbyXUyYMAFXr17Fnj17oK2tLVKfwMBAjBs3Dm/fvpUqQ7qWlhbu3buHVatWwd3dHR8/fizzOnV1dcycOROrV69mS7HyiAcTExPEx8cjKiqK3b8SQtC1a1cEBwfD3d1dyJBeWFiILVu2AACMjIw40fwjwBvSeapFmzZtkJaWhtjYWLYehrq6OoyMjBAbGwsfHx/07NlTqM/58+cBQKo8xOVlHJcvXwYhBGPGjMHhw4e5llNtGjZsiNjYWCQkJLA1QCrj9u3bAIDmzZuLU1qVUFJSwrVr19C3b1+8ePECMTExWLBgQbnXU0rRvHlzXLt2DYqK/GOZp3xycnIwY8YMHDt2rNTmTWCs+bYNgFQ61KSlpcHe3h5hYWEAyt+MPnnyBDNnzsTBgwdx6dIl1K9fX5IyeXikBlVVVTg6OsLR0RGZmZk4c+YMPD09ERISAkopQkNDERYWhvnz5yM/P59ruTJLkyZNKnxm5uTksPUrAUBZWVkowlOQHYcQgrp160pVZpMxY8bg4sWLrAOp4LnbokULuLi4wMXFRWY23nv27MGLFy+goKAAPz8/WFtbIyYmBh4eHgCEo1gfP36MMWPG4P79+3BycsLMmTO5ki3EX3/9BeDL+vfq1avo0KEDx4p45A19fX2cO3cOz58/x5UrV8qsCTto0CCZ+d7z8PCUjSh7vcLCQsTHx2PdunUAgNatW4tbVplYWVmJpDc1NRU7d+6s8JqwsDDY2dmBECKV0cGy5DS+evXqMttFcbLKz89nHf0JIejRo4c4JPLICSYmJkhJScHz589hamrKtZzv4syZM7h37x4OHz4Ma2vrcq8rLCzEokWLsH37dpSUlEilw6yysjLWrVuHJUuWIDg4GGFhYUhLS0NxcTF0dXVhamoKGxsbqQpiEzeGhoYIDAzk5HdbW1vj7Nmz8PX1hZubG9s+ceJEBAUFISgoCFZWVhg5ciSys7Nx4sQJREZGghACR0dHTjT/EEgsiTyPXLFs2TJKCKG//PKLUPvixYspIYSqqKjQgwcP0qysLJqamko3btxIFRUVKcMwdOzYsRypLo28jENVVZUyDCPzdXqmTJlSZp3w8uozffjwgRoYGFCGYeiiRYskKVUksrKy6Pz586m2tna5dfy0tbXpggUL6OfPn7mWWynv3r2jly5dotu3b6dr166lq1atqvTFU3OUlJTQfv36sXVr9fT0qKmpKfv96NWrF23fvj1VUlJi29q0aUOtrKyolZUV1/KFyMvLo+3atWPHoq+vT2fOnEmPHj1K/fz8qJ+fHz169Cj97bffhGpEt2vXjubl5XEtn4dHqnjz5g3dtGkTO9fIc11CrgkLC6OGhoZUSUmJTp8+nYaFhdGioiL250VFRTQ8PJxOnz6dKikpUUNDQxoWFsahYmG+Xn/Uq1ePzpo1iz548IBrWdWid+/elGEY6uzszLZVVDctLS2NGhgYUCUlJan5THR0dCjDMHyNSB4eHh4ekRDUphW8BHP6t+2ivDZv3szJGMo7F/melzSufVNTU2mXLl1KfVZlaWcYhpqbm9Pk5GTO9H57H1Xn3iKEUDU1NRoREcHZOMSNNNTorSm4GsvZs2cpIUTqzqiqyty5c9n7XkFBgc6bN48WFBSUui4qKooaGxuz1zZo0ID6+flxoFgyFBUV0cTERJqYmMi1FJkmOTmZMgxDFRUVaXx8vNDPBgwYUObzmRBCO3XqRHNzczlSLV6k4fnL10jnqRYPHjxA9+7doaOjgzdv3rC1i96/f4/WrVsjMzOzVB9KKdTU1BAWFoaffvpJ0pLLRF7G0aJFC7x8+bJUbXFZ4/HjxzA3NwcAHDhwAOPHjwdQdn2m9+/fY8SIEQgODoaSkhKeP3+Opk2bciW9QgoKChAeHo7o6OhSqbzMzMykPiVOSkoK3NzccPbs2Sp7ektj/c7379/j3r17SEhIwOfPn0XSuGLFCgkoqxhvb284OTmBEIIVK1Zg+fLlePLkCYyNjYVqxGRnZ8PDwwMrVqyAmpoazp49WyqzBtds2LABS5YsASEEEydOxLZt28qtr5STk4O5c+ey6XrXrVuHRYsWSVgxD490Eh0dDU9PT5w4cQKvX79mM1NI47NX1klKSoKpqSk+ffqEq1evVlrTLzg4GP3790edOnXw+PFjGBgYSEhp+WhqamLo0KFwcXGBjY0NFBQUuJZUbfT19fH+/XucOnUKI0aMACBcN62wsLBUtMfmzZvx+++/Y9y4cTh06BAXsoXQ0tLC58+fERYWJvMROTw8kiI1NRVBQUFl7qusrKx+iJTCPD8uNRXF6OjoCE9PT07WAcHBwWJ5X2kqYZWfnw8zMzM8ffoUlFLo6enB0dERXbp0YZ9RgjT13t7eSEtLA/AlOj08PBwqKioS1/ztvSXIGiCKyUBVVRUGBgawsLDA/PnzYWJiIhaN0oA01OitKbgcy9ixY3H8+HGMHz8eO3fulNla2wEBARg/fjySkpJACEGHDh3g6emJdu3aAQC2bNmCZcuWIT8/H5RSDB06FPv27YOuri7HysWH4L5iGEZsmUKOHj0qlvcdO3asWN63upSUlIBSWmquzs/Px9q1a3HgwAG2ZJOWlhZcXFywbt061K5dmwu5Ykcanr+8IZ2n2hw5cgRFRUUYOHCg0OFgeHg4HB0d8eLFC6Hr9fX1cfToUfTr10/SUitEHsYxYcIEHD16VMj4LKu4ublh27ZtIIRgxIgRGD58OGs83Lt3L9TV1XHnzh14eXnh06dPAL6k71y2bBnHyuWT9PR0dO3aFYmJidWqA1VSUiIGVdVD1h0CHBwc4OPjAwsLC7akQUULidDQUPTu3RsaGhqIiIhAgwYNuJBdJh07dmRr/fj6+orUp3///vD394exsTEiIiLEK/AHRpCWLzIyEu/evUNubm6F331CCG7cuCFBhTyvXr3CiRMn4OXlhejoaAD/HXKpqanB3t4eJ0+e5FKiXDJv3jxs3boVCxcuxPr160Xqs3jxYmzcuBFz5sxha5ZxSW5uLtTU1LiWUSMoKyujuLgY9+/fR+fOnQEAcXFxaNWqFQgh+PDhQ6n6r/fu3UOPHj3QrFkzJCQkcCFbiM6dO+PRo0e4fv16hekgeXiqSrdu3eDq6opRo0ZJVTmy7yE5ORlubm44d+5cuet4RUVFDB8+HH///bdUOC/x8NQ0X5ctEfyfEIKpU6dWmH6bECJk7GzRooW4pf7QyIPTeFnBLDzSYcipKbgay9GjR0EpxdatWxEVFQUtLS3Y29vD2NgY2tralTr4SJuxMzMzE5MmTWLLwKqqqmLFihUICAhAYGAgKKXQ0NDAtm3bMHHiRI7Vih9J3FeC51NNIq0lQiojIyMDRUVF0NPTk8qSnjWJNDx/eUM6j1goLCzEzZs3ERMTg6KiIhgZGcHOzk6q6kSKgqyMIyYmBmZmZjAyMkJoaCgbWS+LUEoxc+ZM7N69u8JJQPDokpbDaXll+vTp2LNnDwBg5MiRmDZtGkxMTKClpSVTk7Q8OAQ0atQIycnJOHjwIMaNGweg8oWEwPDz+++/Y8OGDZKWXC4aGhrIzc3F+fPnMXjwYJH6+Pj4wMHBAbVq1cLnz5/FrPDHIycnBzNmzMCxY8dKfUcEUc7ftgGQi0MEWSAzMxPe3t7w9PTE3bt3QSllPwMFBQVYW1vDxcUFw4YNg4aGBsdq5ZPWrVsjLi4OwcHBImf5uH37Nnr16gUjIyM8e/ZMzAp/LATR3A8ePGCzGb179w76+voghOB///sfGw0iQGBIV1VVRU5ODheyhdiyZQvmz5+PmTNnYseOHVzL4ZEjBAeMCgoK6Nu3L1xcXDB06FCZjfiKjIyEjY0NMjIyKl3HE0Kgq6uLGzduoEOHDhJSyMPDDbyxUzqRB6fxZs2agRCC69evo2XLllzLkRqkwZBTU3A1lm+NoGWdNZSHNBs7Dx48iDlz5iArK0soo0PXrl1x/PjxH8aBSVKG9JpGHr7T8o40PH8VOfmtPHKPkpIS7OzsYGdnx7WU70JWxtGuXTscOnQI48aNQ79+/bB//360atWKa1nVghCCf/75Bw4ODtiwYQOCg4NLGTEJIejevTuWLVuGAQMGcKT0x+Dy5csghGDMmDE4fPgw13KqzcqVK/Hy5UsAsusQ8O7dOwBA8+bN2TYlJSX232VFGg4aNAhbt27F5cuXpcqQrqKigtzcXDRu3FjkPoJrpb0UgiwiSDMWEBAASinq1q2LRo0aISIiAoQQWFpaIiMjA8+ePUNRUREIIWjdujXq16/PtXS5Jjc3FxcvXoSXlxf8/f1RWFgI4D8nBnNzc7i4uMDJyYlPZSsB3rx5AwBVclYUXCvoy1NzGBoa4n//+x+SkpLYtrp160JHRweZmZm4c+dOKUN6eHg4AOmZR3777Td4e3tj7969sLW1hb29PdeSeOQEIyMjxMbGoqioCP7+/vD398fUqVMxePBguLi4oH///jJT2iE7OxuDBg3C+/fvAQA2NjaYPHkyunbtyq5DUlJS8PDhQ+zfvx/+/v549+4dBg0ahH///VfqHOB5eGoSQZmSRo0acayE52vi4uIAfAlKEJXp06fD398f8fHx4pJVJRYtWgRHR0fo6OhwLYXn/xGks3ZwcBA5dXNWVhbOnTsHoHQkt6GhIQIDA2tWpIiU5bgv64waNQoXL17EpUuXAHwZU506dXDo0KEfxoguKb7NHCyPTJw4EYQQrF27VuQsS+np6Vi4cCEIIThw4ICYFUoefX19rFy5klMNfEQ6D48cERYWxh40GBsbo1WrVpUeHkj7A/bz5894/Pgx0tLSUFxcDF1dXXTs2BF169blWtoPgZqaGgoKChAYGIhevXpxLafaNGnSBG/fvpVphwBBFHd4eDg6duwI4Euay4YNG4IQgri4OBgaGgr1CQ8PR+fOnaGpqYmPHz9yoLpsevTogfv371crIr179+64c+eOmBX+WHh7e7MlNFasWIHly5fjyZMnMDY2FvL2zM7OhoeHB1asWAE1NTWcPXtW5MhcnqoxZswYXLx4EdnZ2QD+O1xo0aIFXFxc4OLiAiMjIy4l/nAIanLv2rUL06ZNE6mPu7s7Zs6cCV1dXaSnp4tZ4Y/F5MmTcfDgQSxduhSrV69m20eNGoXTp0+jRYsWePDgAXsAnJCQgF69eiE5ORmWlpYICgriSPl/vHr1Ch8/fsSvv/6K0NBQjBo1CqNGjRJp/Q58Wdvw8JRHeHg4vLy8cOrUKdbhROA8qqurC0dHRzg7O8PCwoJLmZWyceNGLF68GAzDYO/evfjll18qvP7gwYOYPHkygC/plRcsWCAJmTw8PDwsurq6+PDhA8LCwmBqaipSn8ePH8PMzAza2tqs4xCXMAwDZWVl2NnZwdnZGUOGDJHpzJc1BZcRkdXJQBEfHw8jIyOx1quuKomJid/Vv2nTpjWkpOZ4+PAhXF1dER8fz6ZyF0Smq6urY9u2bZWuX+QFaYgalge+5/suzX/7N2/eICUlBTk5OejcubPslZ2jPDw8csGzZ8+opaUlZRhG5BchhDIMw7V0HimmefPmlGEYGhYWxrWU70JVVZUyDEODg4O5llJtjIyMKMMw1N/fn20rKSmh6urqlGEYeubMmVJ9Tpw4QQkhVF1dXZJSK2Xfvn2UEEIHDBggcp8BAwZQhmHonj17xKjsx2TIkCGUEEJ79OjBtkVHR5c7Rzx8+JCqqalRPT09+vbtW0lK/WEghLCvevXq0VmzZtEHDx5wLeuHZuDAgZQQQhs1akTT0tIqvT41NZU2atSIMgxTpWcdj2icOnWKEkKoiYmJUPvt27fZZ5euri4dMWIEHTBgANXU1GTbPT09uRH9DQI9X6/JRX0pKChwLZ9HRigpKaE3btygv/zyC9XW1mbnFsG9ZGhoSJctW0afPHnCtdQy6d69O2UYhv7yyy8i9/nll18oIYR2795djMp4eKSPnJwcGhISQk+fPk2PHDlCP378yLWkahEXF0e3bNlCx40bRwcNGkStra1pnz59yn1ZW1tzLVkICwsLyjAMvXjxosh9Ll68SAkh1MLCQozKROfbuaJ27dp07Nix1M/PjxYXF3MtjzMq2iOLG8HvjYmJEblPXFwcf+4rRkpKSujq1aupsrIy+52ZPHky/fz5M92+fTtVU1Nj//5Dhw6l796941qy2OHyOyJPyNP3/dOnT3TZsmXs2Yjg9e3YTpw4QUeOHEknTZrEkdLK4VO783w379+/x71795CQkIDPnz+L5PWyYsUKCSirGrI8jlevXqFXr15IT09no9Y0NTWhpaUlltohPD8OvXr1wsuXLxEVFQUzMzOu5VSbBg0a4OXLlzJbGxIATExMEB8fz9ZbA75EFnXt2hXBwcFwd3fH8OHD2esLCwuxZcsWAJC6yNVJkybh3Llz8PPzw/Tp07Fly5ZyPdzz8/Mxb948+Pr6ws7ODr/++quE1co/YWFhIISwEVyV0blzZ0ybNg1bt27Fjh07pKpsgLxQq1YtDB06FC4uLrCxsZGZFLzyzMyZM3Ht2jUkJSWha9eu2LJlCwYPHlxqnVVSUoJLly7Bzc0Nb9++BSEEs2bN4ki1/PLzzz+jV69eKC4uRnx8PJsysUePHlixYgVWr16NjIwMNp2lYH08YcIEODs7c6b7W+hXyeEonyiORwwQQmBtbQ1ra2u4u7vjypUr8PLywpUrV5CXl4eXL1/izz//xJ9//gkTExO4urrCzc2Na9ksz58/BwA4OTmJ3Gf06NE4ePAg25eHR955/fo1lixZgtOnT7OlgIAvZYC+jmQ7cOAA9u7dizp16sDf31/qSpzl5ORgxowZOHbsWJmpn7/VK7hG2sYxfvx43Lt3D3v27BE5+9qePXtACCmVfpsr7t69C09PT5w+fRppaWn4/Pkzjh8/juPHj0NfXx9OTk5wdnZG586duZbKUwGCc21FRd78U9O8fPkSrq6uuHfvHiil0NXVhYeHBxwcHAAAs2bNgo2NDVxcXBAZGYmLFy/i/v37OHTokNSXj+WRTfLy8gB8KaUpLcTGxmLgwIFISEgQmtfLmre7desGV1dXUEoxbtw4qcx+yad256k2KSkpcHNzw9mzZ6ucIkaaUkzIwzgmTZqEgwcPgmEYuLm5Yfr06WjWrBnXsnjkgJiYGJiZmcHIyAihoaEym85rwoQJOHr0KA4cOIDx48dzLada7N69GzNmzICNjQ38/f3Z9uPHj2Ps2LFsLeuRI0ciOzsbJ06cQGRkJAghWLNmDZYsWSJxzbdu3Sr3Z/n5+Vi2bBnCwsJQr149ODo6onPnztDX1wchBKmpqQgNDcXp06eRkpICc3NzrFu3DsrKyjJdZkAaUVVVRWFhIYKCgmBpaQngy8F1mzZtQAhBVlZWqZRLN2/ehI2NDdq2bYvo6GguZMs1ubm5spfm6gfAzc0N27ZtYzd+2traMDU1FXpuRUREICMjg90ozp49G1u3buVS9g/JjRs3sH//fsTExKCoqAhGRkYYO3askMMZ1xw5cuS7+o8bN66GlPD8iHz+/BlnzpyBl5cXgoKC2H2ttKWDFKxRQkND0alTJ5H6PHr0CObm5lBRUUFubq6YFfLwcMuDBw8waNAgZGZmljqk/jYlbFpaGpo0aYLCwkJcvXpVqow5lFL0798fAQEBoJSibt26aNSoESIiIkAIQc+ePZGRkYFnz56hqKgIhBC0atUK9evXBwDOaj2XBaUUAwcOhL+/P6ZMmSKS07i7uzvs7Oxw9epVqXIMKC4uRkBAADw9PXHhwgVkZWUB+M8I0qJFC7i6usLZ2RktW7bkUqpEkLXU7pcuXcKQIUNQr149JCcni1nhj0Xt2rWRnZ0NSilsbW1x+PDhMmtZFxYWYunSpdiyZQtKSkpACMH06dOxc+dODlSLH2lJ7f7x40ecOXMG9+7dY1OJHzp0SKg0QFJSEj58+ABVVVU0b96cM61lUZ3v+759+zB16lQ0bdpUKurI5+XlwdjYGHFxcahVqxZmzJiBXr164eeffy53bLa2trh58ybmzZuHTZs2caS8fHhDOk+1SE9PR9euXZGYmFit6ImSkhIxqKo68jIOQ0NDvHr1CnPmzMHff//NtZzvpqioCFeuXEFISIjIGQIIIbhx44aEFP5YnDhxAuPGjUO3bt2wf/9+tGrVimtJVUYeHAJSUlLQsGFDMAyDZ8+eCS30Bg4cCF9f3zK99E1NTXHnzh1OxixY/NUkhBCpqe8lL2hoaCA3Nxfh4eHo2LEjACA5ORkNGzYEIQRxcXEwNDQU6hMeHo7OnTtDU1MTHz9+5EA1Dw83bNu2DcuWLUNOTg6A0t7UgvWkmpoa1qxZI1WRnTw8PDzfQimFl5cXfvvtN3z48IHzg89vady4MZKSknD06FG4uLiI1MfLywuurq5o2LAhXr9+LWaFPDzc8eHDB7Rp0wZpaWkwMDDA8uXLYWlpyRoxyjqkHjp0KHx8fDBjxgzs2LGDI+Wl8fb2hpOTEwghWLFiBZYvX44nT57A2NhY6LmUnZ0NDw8PrFixAmpqajh79ixnUWs/mtN4Xl4efHx84OnpCT8/PxQUFAD4by1sbm4OV1dXjBo1Cvr6+lxKFRuSNBJ+e39ZWVmBEIKDBw+W2pt/S35+PuLj47F582a8ePEC/fr1w7Vr18Qpt1oUFxfjwoULCAgIQHR0NDIyMgAAOjo6aN++PWxsbODg4CCV2dkYhoGKigo2bNiA2bNnV3p9UFAQxo8fj1evXkndWqsmkQZD+q5du7B06VLW8UeQ0eTbOVGwXlRVVcWbN2+go6PDiV4AWL16tdD///jjDxBCMG3atEqfp4Lvu4+PD/Lz8zF69GgcP35cnHJFYuvWrZg3bx5q1aqFkJAQ9qyxIieBLVu2YP78+ejRowdCQkI4UF0JksohzyNfTJs2ja3/4ejoSAMDA2lGRgYtKSnhWlqVkJdxqKmpUYZh6J07d7iW8t2EhITQZs2alarlXt6Lr/UuGUJDQ6m+vj5VUFCgpqamdNSoUXTChAkVviZOnMi1bCG8vLyokpIStbS0pM+ePeNaTrUoLi6mRUVFpdrz8vLosmXLqIGBAfvd0NbWpjNnzuS0Nl5F393qvvjves1jZGREGYah/v7+bFtJSQlVV1enDMPQM2fOlOpz4sQJSgih6urqkpTKwyMVpKWl0b/++ova2dnRBg0aUFVVVaqqqkoNDAxov3796KZNm2hqairXMnl+MD58+ECPHDlCjxw5wrUUHhkgPDyczps3jzZs2FBozyVt66wRI0ZQQgjt1KkTLSwsrPT6wsJCamZmRhmGoSNGjJCAQh4e7li1ahUlhFA9PT2amJjItldUW3XXrl2UEEK7du0qSamVMmTIEEoIoT169GDbKqq1+/DhQ6qmpkb19PTo27dvJSmV5esa4jX1UlBQ4GQsVSUjI4Pu27eP9u7dW+jMjmEYqqyszLU8sSHJ+s/f3l/f1q0X5SW4/vz582LXW1WuXbtGGzduXOkYmzRpQn19fbmWWwpjY2MaHR1dpT4fPnygo0ePlrq1Vk3CdY30FStWsPeSqqoq7dy5c7lzYnFxMTUwMKAMw9B9+/ZxoldATX3f1dTUaEREBKdjEdCzZ0/KMAxdunSpUHtFa5SAgABKCKH16tWTlMwqwRfJ4KkWly9fBiEEY8aMweHDh7mWU23kZRwGBgZ4+fIllJWVuZbyXfz777/o378/cnNzQSmFsrIyjIyMoKOjw9d655Dnz5/Dzc0N7969AwBERkYiMjKywj70/z3+Dhw4IAmJIjF69GgYGRlh0KBBaNu2LYyNjdGqVSuoq6tX2E+axlHe90BFRQVr1qzBmjVrkJGRgaKiIujp6XGeFk6aUuzxlI+JiQni4+MRFRUFW1tbAF/u+65duyI4OBju7u5C6ZALCwuxZcsWAICRkREnmnl4uERPTw/z58/H/PnzuZbCw8Py5s0bjB8/HgzDSE2NVR7pIiEhAZ6envDy8mLrh9P/z6JRq1YtODg4iBz1LSnGjh2Ls2fPIiIiAoMGDcKhQ4fQoEGDMq9NSkrCL7/8gkePHoEQIrPlnHh4ROXSpUsghMDNzQ1NmjQRqU+7du0AAPHx8eKUVmXCwsJACMHkyZNFur5z586YNm0atm7dih07dmDDhg1iVlg29AdN8qqtrY3Jkydj8uTJePv2Lby8vLB+/Xp8+PBBqrLHMQwDhmHw559/4vfff//u92vdurVEUyaXdX9V5Z5r1KgRlixZwtbtlhaOHTuGCRMmgFLKjqdZs2ZsqYaUlBQ2c+zr168xaNAgHDlyRKrWKKGhoVU+g69Tpw68vLxgb28vJlU/NuHh4Vi7di0AwNXVFTt37kSdOnXKPUdlGAYjR47Ezp07cf36dZHnH3FBy6ghLsr3XVVVFQYGBrCwsMD8+fNhYmIiNo1V4enTpwCAfv36idxHV1cXwJeMO9IIb0jnqRbp6ekAgIkTJ3Ks5PuQl3HY2trCw8MDoaGhMDc351pOtfnzzz+Rk5MDBQUFrFq1CrNmzYKGhgbXsn5oXr16hV69eiE9PZ2dwDU1NaGlpSVzzg3y4hBQGVymI/qW3r17cy2BRwSsra1x9uxZ+Pr6CqWhnjhxIoKCghAUFAQrKyuMHDkS2dnZOHHiBCIjI0EIgaOjI4fKeXh4flRevHiBX375BYQQHD16FA0bNqzw+rdv37LGZVGul2V+1EN9nrJJT0/HyZMn4eXlhYcPHwL47x5RVFREv3794OLigiFDhlTqXMoF9vb2cHBwYFO/Nm/eHP369UPXrl2FUiQ/ePAA169fZ1MNDx06FIMGDeJYPQ+PeImLiwOAKqUC19bWBgB8+vRJLJqqi2CP/nX5MiUlJfbfubm5UFNTE+ozaNAgbN26FZcvX+bEkM47jQPR0dHw9PTEiRMnpLLcl7KyMgoLC2FpaVkj76eoqChUY1mcfH1/UUphbW3Nnk1VlNqdEMIa1ho3biwJqVUiMTERv/76K0pKSlCrVi0sXrwYkyZNKpW+Oj09Hfv378f69euRlZWFyZMnw9LSUmSnIXHzPYFso0ePLtX28uVLTJw4kS9b+h3s2rULlFJYWFjg6NGjIvXp3r07du7ciaioKDGrq5hvSwcL0p9HR0eLXCNd2hCk1q+KXSc/Px+A8PwvTfCGdJ5q0aBBA7x8+RK1atXiWsp3IS/jmD9/Pry8vLBx40aMGjVKqgxpVeHmzZsghGD27NlYsmQJ13J48KVOS1paGhiGwbx58zB9+nQ0a9aMa1lVRh4cAgSL6rVr18LAwECkPunp6Vi4cKHMOQPwSJahQ4di5syZCAwMREJCAnuA5erqCi8vL/j6+iIkJKRUjaKOHTvy9Z95eHg44ejRowgKCkKPHj1EMoo3bNgQRUVFuH37No4dO4ZFixZJQCUPDzdkZ2fj3Llz8PT0xM2bN9kalYI1cPfu3eHi4gJHR0fUrVuXS6kiceLECYwdOxanT59GQUEBrly5gitXrpS6TjC+kSNHinyAysMjy+Tl5QGo2oFzdnY2AJQySnONoqIiCgsLoampybZ9/e+UlJRSxsM6deoAAF6/fi0Zkd/wozqNv3r1CidOnICXlxeio6MB/Pf8VVNTk6po2wYNGiAxMRGKirJn/ijv/urSpYvMGtYAYPv27cjPz4eGhgZu3brF1k3+Fj09PSxevBgDBw6EpaUlsrOzsX37dvz999+SFSwhsrOzERQUxHlWSVnm1q1bIIRg5syZIvcRnG+/fftWTKqqR5MmTUAIkenMw7q6ukhJScHLly/RqVMnkfrExMQAAJudQtqQDesBj9Qh8Hjl2mPne5GXcbRs2RLnz5/H58+f0aNHD1y/fp1rSdVC4IU8dOhQjpXwCLhx4wbr3LBp0yaZNKID/zkEEEIwf/58JCQk4OPHj0hMTMSLFy8qfUkDhw8fxuHDh5GZmSlyn0+fPrH9eHjKo379+igsLEReXp5QFAgAnD9/HkuXLkW9evXY1Gt16tTBjBkzEBgYCFVVVY5U8/Bwz6dPn/D27Vu8evWq0hdPzSJYnwwbNkzkPsOGDQOlFP7+/mJUxsPDPfr6+hg/fjyuX7+OoqIiUErRunVrrFmzBvHx8bhz5w6mT58uE0Z04EsJo1OnTuHSpUsYMGAA1NTU2DWJ4KWmpoYBAwbg8uXLOHXqFFRUVLiWzcMjdgQRnFXZr0ZERABAuSUSuEKgR5A1EviyRxEY/B89elSqT2xsLABIVSpxeSUzMxN79+5Fr1690Lx5cyxZsgRRUVGglIJhGNja2uLw4cNITU3FyZMnuZbLIjjzDQ8P51jJ9/PixQskJCSgVatWXEv5Lvz9/UEIwYIFC8o1on+NiYkJ5s+fD0op/Pz8xC+QR2ZJTk4G8KUEg6gIzrMEkdDSwqJFixAeHo6WLVtyLaXaCIznt27dErnP0aNHQQhB9+7dxSXru5A9lyweqWD+/Pk4ceIE/v77bzg5OcnsQbq8jMPa2hoAULduXTx79gz9+/eHlpYWjIyMRKr/LC1pY/T09JCUlCR13tE/MqmpqQAgVB9ZFvnWIYCHh0eY8jIzqKioYM2aNVizZg0yMjJQVFQEPT093lOa54fl+vXrcHd3x+3bt5GRkSFSH0IIf8hbwwhqronq3Q6APax78uSJOCTx8EgNubm5AL4YppycnODi4gJTU1OOVX0/gwYNwqBBg1BcXIyEhAT2Gayjo4PmzZtDQUGBY4U8PJKla9euePPmDa5duyZSuSVKKTw8PEAIqbFU1zWFiYkJ4uPjERUVBVtbWwBf1k9du3ZFcHAw3N3dhc4kCgsLsWXLFgCAkZERJ5rlndzcXFy8eBFeXl7w9/dHYWEhgP+iz83NzeHi4gInJyfUq1ePS6nl8ttvv8HLywubN2+Gs7MzateuzbWkaiOplPLiRuBgbGNjI3IfW1tb/PHHH7xzsgxgaGjIWdkLZWVl5OfnV6m+tuDMW0tLSzyiqsn06dMxZ84c2NnZwdnZGUOGDJE5m9WIESNw5coV7Nu3D25ubpWWZdi2bRubVaCs8gfSAG9I56kW7dq1w6FDhzBu3Dj069cP+/fvl0mvOHkZx7fpXyilyMzMZOvglQUhhK3/LC307NkT3t7eiI6OrtLBKI/4MDAwwMuXL2U6nQwgPw4BVUWQ7k+ao3Li4+Ph4+ODyMhIvHv3Drm5uRXWd5Um558fDVktG8LDU1PMmjUL//zzDwC+DjXXCOpwVuXQQ3BtVTK78PDIIhMmTICLiwv69OkjVXu9mkJBQYE3nPHwAHBxccGZM2fg6emJ2bNnVxrdOW/ePERGRoIQgnHjxklGpIhYW1vj7Nmz8PX1FSodNXHiRAQFBSEoKAhWVlYYOXIksrOzceLECXYsojgR8FSNMWPG4OLFi2wpAMG6t0WLFnBxcYGLi4tMPIfNzMywc+dOzJw5E71798Y///wDCwsLrmVVi9zcXJw+fRoAMGDAAOjp6VV4fXp6Oq5duwbgS01uaak5LCg3UxXnN0Fq/m/rSPNIH+rq6pyVvWjSpAliYmIQGxuLPn36iNTn5s2bAKoWxS4pCgoKcPnyZVy+fBkaGhpwcHCAi4sLbGxsZKJE6ZgxY7B161b873//g5WVFf755x/079+f/bnALhUWFoZt27bh5MmTrKPfgAEDOFRePrwhnafajB49GkZGRhg0aBDatm0LY2NjtGrVSqQIaGmq1SsP4+jVq5dcHJK4ubnh7Nmz2L59O5ydnWWyjpG8YWtrCw8PD4SGhsLc3JxrOdVGXhwCqsqdO3cAQCo9xHNycjBjxgwcO3aslEGqLCcfwTXy8KyTNiZOnAhCCNauXQsDAwOR+qSnp2PhwoVSNRfy8IgTLy8v7Nq1C8CXFHAODg4wMzODjo6OTGxk5Y3atWsjMzMT79+/F7mP4NrK1vg8PLKOPM3LHz9+xPbt2wEAkydPrnSdkpycDA8PDwBfjIa1atUSu0YeHq4YMmQI+vTpg8DAQPTt2xdr164VchwvKipCUlIS7ty5gx07duDu3btsWRRpMyYOHToUM2fORGBgIBISEthyU66urvDy8oKvry9CQkIQEhIi1K9jx45ChndpQ1adxj09Pdl/6+vrY9SoUXBxcUGXLl04VFV1Jk6cCOCLkSwyMhKWlpZo3LgxjI2Noa2tXaExV9r2ud7e3pgwYQIaNmwIZ2fnSq/X1tbG0qVLkZSUBGVlZTg5OUlAZeU0bNgQ8fHxuHv3rsj30927dwFIX0kKWeLo0aNied+xY8eK5X2rQ9++fREdHY09e/bg119/rfT6t2/fYt++fSCEoF+/fhJQKDp3796Fp6cnTp8+jbS0NHz+/BnHjx/H8ePHoa+vDycnJzg7O6Nz585cSy0XhmHg4+ODnj174uXLl/j555+hrq7OnulaWVnh8+fPbFp9SilatGgBb29vLmVXCKF8OAVPNXn+/DkmTZrEGmpEQWAcEXigSQPyMg55wd3dHbNmzcLAgQNx8OBBmandJ6/ExcWhU6dO0NHRwaNHj2Q2InXq1Knw8PDArl27MG3aNK7liMTq1auF/v/HH3+AEIJp06ax9fDKIz8/n9205+fnY/To0Th+/Lg45VYJSin69++PgIAAUEpRt25dNGrUCBERESCEoGfPnsjIyMCzZ89QVFQEQghatWqF+vXrAwBnqaLkFYZhQAhBVFQU2rZtK1Kf+Ph4GBkZ8XMhzw9D7969ERISgsaNG+PmzZto0aIF15J+aMzNzfH48WMsXbq01HxZHsuXL8e6devQoUMHREZGilmh5ImJiUGHDh345zKPXOHu7o6ZM2fCyMgIz549q/R6SinatGmDuLg47Nu3D7/88osEVPLwcMeHDx/Qt29fPH78uFKHY0opunXrhuvXr0ulk0lJSQkopaWMm/n5+Vi7di0OHDiAlJQUAF+yzLi4uGDdunVSma77e5zGpWEO19TUxNChQ9noR1ktnSHY5woQ1TlfGs98R4wYgXPnzsHNzQ2bN28Wqc+CBQvw999/w9HRUWpq10+ZMgUeHh7Q19fHo0ePKjWOJyUlwczMDGlpaZg8eTL27NkjIaWSRdzr+G+/CzWBtJUvi4+PR9u2bVFUVIQ//vgDy5cvB1D2edezZ88wYsQIxMTEoFatWkhISKg0ywMXFBcXIyAgAJ6enrhw4QKysrIA/PcMa9GiBVxdXeHs7Cy19dQzMjLw22+/wdvbu9x7mxCCkSNHYvfu3dDW1pawQtHhDek81eLVq1fo0qUL0tPT2YWIpqYmtLS0RIrKefHihbglioS8jENeEByE+vr64v79+1BTU4OtrS3atGkjUvTQihUrxC3xh+TGjRtwdHSEvr4+duzYwdYskyVk0SGgupu+r6GUQlVVFffu3YOJiUmNa6wu3t7ecHJyAiEEK1aswPLly/HkyRMYGxsLbRyys7Ph4eGBFStWQE1NDWfPnkXPnj05Vi9/8IZ0Hp7K0dbWxqdPn+Dh4cFGt/Bwx6JFi7Bp0yZoa2sjOjq60ijVt2/fokOHDvj48SPmzJmDv//+W0JKJQdvSOeRR+zt7XH16lUsWbIEa9asEanPypUrsWbNGgwePBgXLlwQr0AeHimgoKAAq1atgru7O1v65FvU1dUxc+ZMrF69WqaztGVkZKCoqAh6enpSm6lMHpzGc3NzoaamxrWM76ZZs2bfdZ9I05lv8+bNkZiYiPPnz2Pw4MEi9bl06RKGDBmCFi1aIDY2VswKRSM6OhodO3YEpRQNGjTA1q1bMXTo0FLOGiUlJTh37hzmzZuH169fQ0FBAY8fP0b79u05Ui5eJGFIr2mkcc+xefNm/P777yCEoHPnzhg2bBgWLVrEnj0qKSnhzp078Pf3Z0sFyIrjZV5eHnx8fODp6Qk/Pz8UFBQA+O+M2NzcHK6urhg1alSlwVdckJiYiCtXriAsLAxpaWkoLi6Grq4uTE1NYW9vLxOllnlDOk+1mDRpEg4ePAiGYeDm5obp06ejWbNmXMuqMvIyDnmhLMNhVRa90jaBywPW1tYAvhxAx8bGghACLS0tGBkZiVT+QBrSkgmQNYeAbxe6gu+CKNO2qqoqDAwMYGFhgfnz50uVER0AHBwc4OPjAwsLC9y+fRtAxRuH0NBQ9O7dGxoaGoiIiOBTetUw1TGkCz4vVVVV5OTkiFkhDw/3aGhoIDc3F2FhYTA1NeVazg9PYmIiWrVqhaKiIrRu3RonT56EsbFxmddGRkbCyckJz549g5KSEp48eSKXGQV4QzqPAEFK5KpACIGqqirq1KkDIyMjdOvWDaNGjeLc+bRx48ZISkrC5cuXRa6X6Ovri4EDB6JJkyZ4+fKleAXy8EgR2dnZCA4OLvOQ2sbGBnXq1OFa4g8B7zTOIw7U1NRQUFBQpb3I48ePYWZmBjU1NbbevTSwfv16LF26lD3j0tLSQqdOnaCvrw9CCFJTU/Ho0SN8+PCBPf/6888/sWjRIi5lixVxr+MTExNr/D0BoGnTpmJ53+/hr7/+wrJly1BYWFiuTUGQ/WTz5s2YPXu2hBV+P5mZmThz5gw8PT0REhIiFHilqKjIpkvnqVl4QzpPtTA0NMSrV69kPqJD1sbx6tUr9t9NmjQps706fP1eXPK9HnICbzKemuNr5wZRpwtCiNSlwpIHh4DqGDullUaNGiE5ORkHDx7EuHHjAFS+cZg3bx62bt2K33//HRs2bJC0ZLmmOvfWvn37MHXqVDRt2lSqPPV5eMRF+/bt8fTpUwQFBcHS0pJrOTwQjjgghMDKygqWlpZsdHpycjJu3bqF4OBgdg2zbt06uT2E4w3pPALKcsYsbx1f1s8Ea38VFRUsX74cixcvFo9QEVBRUUFRURHCw8PRsWNHkfpERESgU6dOUFFRQW5urngF8vBwiKDmbevWrdG1a1eO1XwfEydOBCEEa9eurTTLjID09HQsXLhQ6mpZ807jPOJA4NR7584ddOvWTaQ+Dx48QPfu3aXS+d3d3R2///47q6u8cgfq6ur466+/ZKZEY3Xh1/E1y9OnT7F582ZcvnwZ6enpQj+rU6cOBg4ciMWLF8tFhoO3b9/Cy8sL69evx4cPH/h7SIwoci2ARzZJTU0FAAwfPpxjJd+HrI3D0NAQQOk6JIL26iBNNU14Q7j00atXL6lNmVYVgoKCSmU7yMzMxMOHD8vt87VDgDTQpEkTEEJkOhWfgHfv3gEQjphSUlJi/11WKrlBgwZh69atuHz5Mm9I/07Kqyfs7u5eaQqo/Px8xMfHw8fHB4QQ9OjRQxwSeXikjmHDhmHdunW4ceMGb0iXEubPn4/c3FysWrUKJSUlCAwMLDMdKqUUDMNg1apVcmtE5+H5GoGT4v/+9z88fvwYlFLo6uqiY8eObP3H9PR0RERE4P379yCEoGPHjmjfvj0+ffqE6OhoxMfHIy8vD8uWLUNycjJ27NjByVhUVVWRlZVVJQOA4FpZrenLwyMq48ePByEEJ06ckHlD+uHDh0EIwbx580Q2pH/69IntJ02G9LCwMBBCMHnyZJGu79y5M6ZNm4atW7dix44d/F6Xp0zq1auHly9fIjo6WmRDelRUFABIZe3n6dOnw9HREYcOHUJAQACio6ORkZEBANDR0UH79u1hY2ODCRMmoG7duhyr5ZE1fvrpJ3ZeePXqlVCWlubNm4sl1T0XREdHw9PTEydOnCi3tAtPzcEb0nmqhYGBAV6+fCnzBh1ZG0d5kQR8YgkecREUFMS1hBpBHhwCFi1aBEdHR85TbNYEioqKKCwshKamJtv29b9TUlJKOQgJUhG+fv1aMiLlmD/++KNMj+/du3eL/B6UUqiqqmLBggU1LY+HRyqZN28ejh07hm3btsHJyQlt2rThWhIPgOXLl8Pe3h6bNm2Cr68vPnz4IPRzLS0tDBo0SCrLnPDwiItDhw7h6NGjOHHiBJo3b46tW7di0KBBpQ4NS0pKcPnyZcydOxcxMTGYMWMGJk6cCOBLhOSvv/6KyMhI/PPPP3B2dhb54L4mMTAwQGxsLMLCwmBhYSFSn7CwMABg6w3z8MgrderUwadPn2BkZMS1FJ6v4J3GpQcnJye4urqif//+UFSUbROIhYUFXrx4AQ8PD0yaNEmkPnv37gUhhJP5WxTq1q2LBQsW8GcKPGKlSZMmUpOJtyZ49eoVTpw4AS8vL0RHRwP4zy6kpqYGe3t7iesRB9L4mcn2LMLDGba2tvDw8EBoaCjMzc25llNtZG0chw4dqlI7Dw/PF+TBIWD69OmYM2cO7Ozs4OzsjCFDhkBVVZVrWdWiQYMGiI+PF0qxVL9+faipqSEvLw+PHj0qZUiPjY0FAKnJoCHrfO2AVZXyDaqqqjAwMICFhQVvmOL5oahTpw78/Pxgb28PCwsLrF27FqNHj4a2tjbX0n54OnbsCC8vL1BK8eLFC/YAu27dujA0NJR5Rzoenqry+PFjTJ48GfXr18f9+/fLjeRiGAaDBw9G9+7dYWZmhmnTpsHY2Bjm5ubo3LkzAgICYGxsjJSUFOzbt4+Tg3hLS0s8f/4c7u7umDZtmpAxqiwKCwvh7u4OQghfa5hH7jE0NERkZCQyMzO5lsIJeXl5AL6UgJAmeKdx6cHb2xunT5+GtrY2HB0d4ezsLLNzg7OzMzw9PREWFobZs2dj27ZtFdZ/njNnDsLDw0EIgbOzs4TVSo6XL1+ypSGkoSSjLPPx40ecOXMG9+7dQ0pKCnJycnDo0CGhOuhJSUn48OEDVFVVhZyFeMRLZmYmvL294enpibt374JSyp7fKSgowNraGi4uLhg2bBg0NDQkqu17siSXhzRlT/4avkY6T7WIi4tDp06doKOjg0ePHslshKS8jIOHh0f+EUQRCTZLGhoacHBwgIuLC2xsbGQqNdHIkSNx7tw5/PXXX3Bzc2Pbra2tERwcDCsrK6FNUGFhIXr06IGwsDAYGxsjIiKCA9XyS3VqpPPw/GgIDgpycnKQlpbG1uWuW7cu1NXVK+xLCEF8fLwkZMolGRkZ/Bqdh6cKjBkzBl5eXvjnn38wdepUkfrs3r0bM2bMgJOTE7y8vNj2tWvXYsWKFWjZsiWeP38uLsnlcvfuXfTs2ROEEAwbNgxHjhwp95mbk5ODsWPH4ty5cyCE4ObNm+jdu7eEFfPwSI41a9Zg5cqVmD17NrZu3cq1nO+iOvuRffv2YerUqWjatClevHghZoWi06pVK8THx8PX1xe2trYAvhg2NTQ0kJeXB29v71LlJU+ePAlnZ2eoqakhOzubC9lySZ06dfD582cA/52jNGnSBM7OznB2dka7du24lFdlbGxscPPmTRBCYGZmhlmzZsHS0pIth5CcnIxbt25h586dCA8PB/AlO2NZpY/kBXmpLc71OHbt2oWlS5ciKysLANgyl98+k728vODq6gpVVVW8efNGqvdojx49QkBAAKKiososG2BmZsaxworJzc3FxYsX4eXlBX9/fxQWFgL4LwDG3NwcLi4ucHJyQr169TjTKY6zaGn9PvOGdJ5qc+PGDTg6OkJfXx87duxgF4iyhryMQ964ceMGDh8+zHrC5eXl4X//+5/QBH7r1i1ER0ejdu3acHV15VCt7PN1Kpav06d8b4oWaUzFIqvcv38fnp6eOH36NNLS0gD8txnU19eHk5MTnJ2d0blzZy5lioTgsNbGxgb+/v5s+/HjxzF27FgQQmBpaYmRI0ciOzsbJ06cQGRkJAghWLNmDZYsWcKhevmjWbNmIITg+vXraNmyJddyeHikku/ZIErrRlBWUFJSgoWFBX7++WfY29vzafV5eCqhadOmePPmDR48eCBy1rWwsDB06dIFjRo1Elr/BwUFwdraGhoaGvj06ZO4JFeIs7MzTp48CUIIGjVqhMmTJ5dpONi/fz/evHkDABgxYgROnTrFiV4eHknx6dMnmJiYIDk5GVeuXEHfvn25liQyq1evFvq/oPTUtGnToK+vX2Hf/Px8xMfHw8fHB/n5+Rg9ejSOHz8uTrlVgncalx7y8/Nx+fJleHl54erVq8jPzwfw3zlKhw4d4OrqCicnJzRq1IhLqSKRkZEBKysrREdHV5pxiVKKDh06IDAwUKqNnd8L1wbomiIpKQlLliwBIUTiWWdXrlyJtWvXglIKFRUVdOjQAWFhYWUa0ktKStCoUSOkpqZiz549mDx5skS1isKjR48wffp0hIaGVnidubk5/vnnH6nMUDxmzBhcvHiRdawSmG9btGgBFxcXuLi4SE1ZlyNHjojlfceNGyeW9/0eeEM6T7WwtrYGALx9+xaxsbEghEBLSwtGRkYiReVIS7oVeRmHPJGTk4Nx48bh3LlzAP6bLMqawO/cuQNLS0sQQvDvv/9KzSQiiygoKAAonT5F0F4duEjF8iM4BBQXFyMgIACenp64cOEC6zEq2Ei1aNECrq6ucHZ2llqjaEpKCho2bAiGYfDs2TOhlFADBw6Er69vmTW8TU1NcefOHZlNaS+t7NmzB46OjnK9webh+V4mTJjwXf35MjzV59uMLM2bN2eN6r179/6utYqkaN68Odq0aYNx48bBwcFB6tLQ8sgXampqKCgowK1bt9CjRw+R+gj2VSoqKsjNzWXbIyMjYWpqClVVVeTk5IhLcoXk5eVh8ODBCAgIqNBwINg32tra4uLFi/x6keeHIC4uDiNGjEBMTAwmTJgAZ2dnGBsbQ1tbW6pLmwgi0AV8fe4jKpRSqKqq4t69e1JVbop3GpdOPn36hDNnzsDLywtBQUEoKSkBADbLlKWlJVxdXTFixAg21b40kpubi6VLl2Lfvn3lzsu1atXClClTsGbNGqipqUlYoWSRF0M6V4SHh6NLly4AABcXF+zcuRN16tSpMEvI7NmzsXPnTowYMQLe3t5cyC6XM2fOwNXVFYWFhey8oqyszJ51ZWRkoKCggL1eSUkJx48fx8iRIznRWx5fO/Hr6+tj1KhRcHFxYT8rHm7gDek81eLrRa+otxAhhE0NIi2Tm7yMQ574+eefce3aNVBK0aVLF/Tq1QubN28udwI3NjZGTEwM1q1bh0WLFnGkWvb5+pD66/ta1iLw5MUhQFTy8vLg4+MDT09P+Pn5sQtCwXPN3Nwcrq6uGDVqVKWe/ZKmpKQElNJSn01+fj7Wrl2LAwcOICUlBQCgpaUFFxcXrFu3DrVr1+ZCrlzDMAyUlZVhZ2cHZ2dnDBkyhD985uHhkRru3buHS5cu4dKlS4iJiQHw3zxXu3Zt9OvXD/b29hg4cKDUOgR9vefQ1NTEyJEjMXbsWFhaWnKsjEceady4MZKSkrB8+XL88ccfIvVZsWIF1q5di4YNGwrV6L116xasrKzQuHFjJCYmiklx5VBKsXPnTmzevJmNOv+Wxo0bY8GCBZgxY4ZUGxB5eGqKr/dRgjMqUeF6j/vtOUNVzuVUVVVhYGAACwsLzJ8/X6qM6ADvNC4LJCcn4+TJk/Dy8mJToAs+E2VlZQwYMACurq4YNmwYlzIr5OPHj7h58yYeP36Md+/eAQDq1q2LTp06oU+fPlLtDFCT8Ib072PChAk4cuQILCwscPv2bba9IkO6oBRF69at8fTpU0lLLpdnz56hY8eOyM/Ph6KiIiZPnoyJEyeiY8eO7HxZXFyMyMhIHDhwAB4eHigqKoKKigoeP34sVVnPNDU1MXToULaUpyw4jv8I8IZ0nmphZWX1XZtTaanPIi/jkBfOnj2LkSNHghCCvXv3YtKkSQAqnsD/+OMPrF69GnZ2drh27RoXsuWCr1OxfJ0+5XtTtEg6FYu8OARUh8zMTJw5cwaenp4ICQkR8upXVFRk05jJEhkZGSgqKoKenh5/ICpGvo321NDQ+D/27ju+xvP/4/jrSoSEKDFiq1krdkJtJUapWUIdgqBqdKFL7fKj2qK0ZlOjYtfWGjGCoJIgX7FKxJYEidSIzPv3h8c5lWY4SM59wuf5eHg89D73dbzTnOSc+/5c1+eic+fOpg/tWbHnkRBCPI9Lly6xZcsWtm7dip+fX4oJZDY2NjRo0MC0Wr1KlSo6p/2X8bPsf1fclSlTBk9PT/r06ZPiRrsQL8LT05Ply5eTJ08e9u7d+9SWlQEBAbz11lvExsZiMBhYtmyZ6bGffvqJjz76iHr16nHkyJGsjv5UmqZx4sSJNAsHNWvWlM+L4pXyMl3jPs8e6dZMJo1nH+fPn2f58uWsWrWK8+fPm47b2NhY7YIK8a+sLqRnRQFT74lMTypfvjyXLl3Cx8eHnj17mo5n9Dv5yJEjNGzYUNdtf9Li5eXFkiVLsLe3548//qB58+YZnu/n58fbb79NXFwcffv25ddff7VMUDPExsa+9N0ksiMppAshrEbHjh3ZunUrffr0SVHAzegNfMuWLXTq1InSpUtz6dIlCycW1uZlmRDwoq5fv86KFSuYOnUqd+/etbobJcK6HDlyBB8fH9auXUtkZCTwb5HH2dmZnj170qtXL9zc3PSMKYQQKdy/f58dO3awZcsW/vzzT27dugX8+/urbNmydOjQwSpawBs/y7733nvs27ePGzdupMgK0LBhQ/r27YuHh4fcSBcv5NSpU9SpU8e0yuajjz6id+/eVKtWLcWqz1OnTvHbb78xZ84cHj16RM6cOQkMDMTFxcX0XC1btmTfvn2MHDmS6dOn6/UlCSHSMHHixBcaP378+ExK8uLKlCmDUopdu3ZZ7fZkmU0mjVufVatWMXToULmHko1kdSE9KxYVWNNrK3fu3MTFxREYGEjt2rVNxzO6D3/ixAnq1KmDnZ2dVS3YKV26NNevX+eLL77g//7v/8waM3r0aKZNm0bJkiVfeEtQkVJSUhL+/v4A1KxZ86ldMu7evcv//vc/ANM2vtZGCulCCKtRvHhxIiIi2LJlC+3atTMdz+gNPDAwkHr16uHg4MCDBw8sHVkIqxMSEoKPjw8rV67k6tWrVrkVhZeXF0opJk+eTLFixcwac+vWLb744guUUnh7e2dxwldTUlISvr6++Pj4sHHjRu7fvw/8W+gpX748vXv3plevXq/MDS4h0hMbG0tQUBDh4eE8fPiQzp07S/FTR5qmceTIkXRbwOfNm5c2bdro1gL+yc+ylStXxtfXl2XLlrFx40bT/pbGrLly5aJjx454enrStm1b6Qoinsvy5cvp378/SUlJKV5bT+4Rabz5qWkaNjY2LF68mD59+pieIzQ0FHd3dwCWLVsmWxEIIbLM/Pnz8fDwsNotWsTL69atW6xevRofHx+OHj0KYJX3UP5LrkUey+pC+otOWEqPtUxkyp8/P/fu3cPX15e33nrLdDyj+/A7duzg7bffpnDhwkRERFg6crocHByIj4/Hz8+Pxo0bmzXG39+fJk2akCtXLmJjY7M44avF2HW4YMGCXL58mdy5c2d4/sOHDyldujTR0dFs2rSJd955x0JJn4EmhBBWImfOnJqNjY12/PjxFMeVUpqNjY126tSpVGOCgoI0pZRmb29voZRCWJ/Lly9r06ZN02rUqKHZ2NhoNjY2mlJKU0ppuXPn1nr06KF3xBQy+plOz4ULF0zjRNaLjY3VVq9erXXs2FHLlSuX6fVkfH3Vq1dPmz17thYREaF3VCEs6sqVK1rv3r21XLlymX4e0vp99ssvv2hubm6au7u7lpycrFPaV9elS5e0OXPmaK1bt071OyxHjhxa48aNtenTp2tXrlyxSJ703vfu3bunLV68WHvrrbdSvHcbX1dFixbVRo4cqQUHB1skp3i5+Pv7a7Vq1TK9rtL7U7NmTe3gwYN6xxVC6OzBgwean5+f5ufnZ/F/Wyml5cqVS+vYsaO2atUqLTY21uIZMkv//v01Ly8v7caNG2aPiYyMNI0TWe/+/fvasmXLtLZt22p2dnapPoM1btxYmzdvnt4x0yTXIimFhITIfaIXUL16dc3GxkZbsGBBiuMZ3bP7/PPPNaWU1qRJE0vFNEupUqU0GxsbLSAgwOwxAQEBmlJKK1myZBYmezUZDAZNKaUNGTLE7DFDhw7VlFJav379sjDZ85MV6SJDT7a1KF26dJrHn8eTz2UJL8vX8bJzdnbmzp07z7Qi3TjDqUSJEly9etXSkYXQTXR0NGvWrMHHx4dDhw6haZpp71VbW1tatGiBwWCga9euODo66pw2pefZAy80NJSKFSta/czwl1F0dDTr1q3Dx8eHAwcOpNjjN0eOHFbVzkuIrPTXX3/Rvn17oqOjefISKq3fZ5GRkZQuXZqEhAT++OMP2rRpo0dkwb8t4Ldu3coff/yRogX8+PHjGTduXJZnMOd97+rVq/z2228sX76cs2fPmo4bVxNXr16dfv360atXL5ydnbM8s7B+mzdvBh63X8+TJ0+65x09ehRfX19CQkKIjo4GwMnJiWrVqtGyZUvefPNNi+QVQlg348pOPfaGNnZfMb7nOTo60rlzZwwGA+7u7tmqO4tc61qnxMRE/vzzT1asWMGWLVtMq0+Nn+mrVq2KwWCgV69evP7663pGTZdci6SW1SvSX3affvopP/74I7Vq1eLYsWOm4+n9Hrt+/TouLi78888/TJw4kTFjxugRO03vvfcea9as4aeffmLIkCFmjZk7dy7Dhw+nR48erFy5MosTvloqVarEhQsXWL16Nd26dTNrjLHGU6lSJc6cOZPFCZ+DfjV8kR0YZ7bZ2tqmefx5/vz3ueTrEEaNGjXSbGxstP/7v/9LcTyjmXC9e/fWlFJahw4dLBVTCN08fPhQW7lypdahQ4cUM5CNs6fd3Ny0WbNmaeHh4XpHzdDzrEg3zjR2cHDIwmTiaa5du6ZNnz5dc3Jykpnf4pUSHR2tFSlSRFNKacWLF9fmzZuXYgVEWr/POnfurNnY2GgffvihDolFWpKTk7VDhw5pX375pVa9enVt0qRJFvl3n/V97+jRo9qwYcO0QoUKpVqlbmdnp7Vv3z6LE4vsQCml2drapnpdPc9qSCGE0HNl5+HDh7Xhw4ebPmv9tzvLJ598oh09etTiuZ6HdF+zLvv379cGDx6sFSxYMNX9k5IlS2qfffaZduLECb1jPpVci6RNVqS/mAsXLpi6wz55XZTW6+rs2bOai4uLppTSHB0dtcjISD0ip+vo0aOanZ2dVrJkSbOyRUREaCVLltRy5syp/fXXXxZI+GpxcHDQbGxstMDAQLPHBAYGakopLU+ePFmY7Pnl0LuQL6yblk7DgvSOW6uX5et42bVv355Dhw4xZ84cPv30U+zt7TM8/8CBA6xatQqlFB06dLBQSiH00adPHzZt2sSDBw+Af39/lS9fHoPBgMFgoGLFinpGzFL+/v4AFClSROckr66QkBB8fHxYuXIlMTExescRwqJmz55NZGQkhQoV4vDhw2Z1JXJ3d2fTpk2m/RaF/pRSNGjQgAYNGjB16lQSEhL0jpQmNzc33NzcmDVrFtu2bWPZsmVs27aN+Ph404oqISDt69klS5aglGLkyJEUK1ZMh1RCCPFs3nzzTd58801mzZqFr68vPj4+bNy4kfv37xMREcHs2bOZPXs25cuXp3fv3vTq1YsKFSroHTvTPHr0CIBcuXLpnOTl8vrrr3Pt2jXg3/fLfPny0a1bNwwGA82aNTN1QbB2ci1i3bLrnvXly5dnypQpfP7550yYMIFt27bRtWtX0+Nr167Fzs4Of39/du7cSXJyMkopZs2aReHChXVMnpqbmxsLFizggw8+oH79+syYMYOOHTum6miSnJzMli1bGDFiBLdu3WLevHnUq1dPp9Qvv2epvRnPtXRXHHNJIV1kaPHixc903Fq9LF/Hy27YsGH88MMPRERE0K1bN5YtW0aBAgVSnZeYmMjixYsZNWoUycnJlCpVin79+lk+sBAW5OPjY/q7s7MzPXr0wGAwZIsPfJMmTUrz+Ny5c5/anjYuLo7Q0FA2b96MUopGjRplRUSRjitXrrBy5UpWrFhBSEgI8O+HWwcHB5nEJF4ZW7ZsQSnFiBEjzN7ap1q1asDjdp0i60VGRnLy5EmioqIAKFCgAC4uLhlOwLKzs7NUvOeSI0cOOnXqRKdOnYiOjmbVqlUsXbqUgIAAvaMJK5ArVy7i4+O5f/++3lGEECJT2Nra0qZNG9q0acOjR4/YvHkzPj4+7Nixg/j4eC5cuMDEiROZOHEirq6u9O7dmx49emT7LU9k0njWMG7/mCtXLtq3b4/BYKB9+/bkzJlT52TPTq5FrNPVq1cZPXo0a9euTTFB19XVNUVLdG9vbxYsWEC+fPnYuXOnVU3gGDVqFJqmMWbMGI4ePUpAQIAp35P38jRNw9bWlu+//54BAwboFRcvL68MH69atSrBwcG8++67ODk5Ubt2bZydnVFKERERwYkTJ0zXizVr1uTgwYP4+/vj7e1tifivjMKFC3Pt2jXOnj2Lq6urWWOM25sVKlQoK6M9N9kjXQhhVXbv3k27du1ITEzE3t6eZs2asX37dpRSvP3228THxxMYGEhMTAyapmFvb8++ffuyRTFRiBeRN29eunTpYtonztbWVu9IZjPur2SkPbHHtrmMP++HDx+mZs2amZ5R/Cs6Opo1a9bg4+PDoUOH0DTN9D2ztbWlRYsWGAwGunbtiqOjo85phbAMJycn/vnnHw4cOEDDhg1NxzPaBzM4OJjatWtjZ2dHXFycpSO/EjRNY8GCBcydO5dTp06leU7VqlUZOnQogwcP1m2P1efZLzUjFy5ceKlW4onnU6FCBcLCwpg+fTojR440Hc/s15sQ4tVgzXsNR0dHs27dOnx8fDhw4ECK68kcOXLo+jnrv5PGJ0yYgFKKIUOGPNOk8bi4ON577z2WL1+elXFfKS1btsRgMPDuu++SL18+veO8ELkWSZuev7detj3rz5w5w/fff8/WrVu5detWisfy5ctHu3bt+Oqrr3BxcdEp4WP/vb+YnvTuO6Z33Nre97K7bt26sX79etzd3dm5c6dZY9zd3dm7dy/t27dn8+bNWZzw2cmKdCGEVWnZsiV79uyhd+/eXL582VREB0xtLI1veqVKlWLNmjVSRBevhMjISBwcHPSO8dz+e2Hx32Ppsbe3p1ixYjRs2JBRo0ZJET2LxMbGsmnTJlasWMHOnTtNs6mN3yNXV1cMBgM9e/aUlRLilWRsufksK5iNW3Fk59/d1iwyMpIOHToQGBgIpP+ecvr0aYYPH86vv/7Kli1bKFq0qCVjZgkpogt4fN20aNEiRo8ezdGjR3njjTdS/I4yp/NPWsaNG5eZMYUQ4oU5OTkxaNAgBg0axPXr11mxYgVTp07l7t27ureANRbOn6RpGvPmzTP7OYyTxj/77LPMjvdK2717t94RMo1ci6TNyckJT09Pi6/wvnv3Lp06dSIqKopixYoxduxYmjRpQvXq1dM839nZmbfffpvNmzezbds2qyykV6lSxbQq+8qVK0RGRpKUlETBggUpV66cbhOS/6t06dJWtaJfpM1YSN+9ezc//PBDikm/afnhhx/Ys2cPSim6d+9uoZTPRgrpQgir06hRI86fP8+qVavYvHkzgYGBKd7Aa9euTceOHenbt2+2bMkkxPPIzhc/ycnJKf7bOIM0JCREVkpZgT59+rBp0ybThbaxGFW+fHkMBgMGg4GKFSvqGVEI3Tk7O3Pt2jXCwsJwc3Mza8yJEycAKF68eBYmezXFxcXRokULzpw5g6ZpFC5cGA8PD+rVq2ea7BMREUFAQABr1qwhMjKSoKAg3N3dCQoKkj1IxUthzJgxrF+/njt37rBu3boUjz1rEedJUkgXQlirkJAQfHx8WLlyJTExMXrHMZFJ4yKrybVI2ooXL86SJUss/u++7HvWly5d2uwtBCzt0qVLekcQZujRowfffvstwcHBfP755xw+fJhPPvmEN998kxw5HpekExMTOXz4MLNmzWLjxo0opXBxcaF37946p0+bFNKFEFYpR44c9O7d22p/eQohnp9xBqlMhLEOPj4+pr87OzvTo0cPDAaDdPsQ4gn169fn2rVr/Pnnn3h4eDz1fE3TWLRoEUopmjRpYoGEr5aZM2dy+vRplFIMGDCAWbNmkSdPnlTn9enTh2nTpvHpp5+yaNEizpw5w8yZM/nyyy8tmjcsLAyAEiVKWPTfFS+3UqVKcezYMb755ht2797N9evXiY+PRymVYlsWIYTIzq5cucLKlStZsWIFISEhwL9FagcHBzp06KBnPJk0nk3ExMSwbt06Dh8+THh4OA8fPmTx4sW8/vrrpnNu3LjB3bt3sbe3p1y5cjqmTU2uRayL7FkvRMaUUmzYsIFGjRpx8+ZNNmzYwIYNG7Czs6NAgQIAREVFpeiGWbx4cTZt2mS1HQekkC6EEEIIi/ryyy/x8PAwfXgS+sqTJw9dunTBYDDg7u6Ora2t3pGEsDoGg8G0N+fHH39MrVq1Mjx/5MiRBAcHo5Sib9++lgn5Clm1ahVKKVq1asWiRYsyPDd37twsWLCAy5cvs3PnTlatWmXxQvqTN2mFyEylSpVi4cKFKY7JHulCiOwuOjqaNWvW4OPjw6FDh1JMDrK1taVFixYYDAa6du2Ko6OjzmlTkknj1uenn37i66+/5v79+8Djgo1SytSRzWjfvn307t0be3t7rl27ZlX3K7LbtUhW3FNQSum+lYPRhQsXAGjatKnZY5ycnAD4559/siRTZjh27Bi+vr6cPHmSqKgoAAoUKICLiwvu7u7UrVtX54QiOylTpgzHjx/ngw8+YNOmTWiaRnx8POHh4SnOU0rRtWvX596WylKUJtOUhRBCCGFBNjY25MyZkzZt2tCrVy86deqEvb293rFeWbGxsdl66wAhLKVly5bs3bsXJycnJk+ezLvvvkvRokVRSnH8+HEKFSqEv78/s2fP5tChQwB07dqVtWvX6pz85ePo6EhsbCwbNmygY8eOZo3ZvHkznTt3Jk+ePNy7dy+LEwqhHymkCyGex6lTp6hevTpKKZKSkiz+78fGxrJp0yZWrFjBzp07U6xSA3B1dcVgMNCzZ0/TNi7WaP78+TJp3IqMHz+eyZMno2kauXLlonr16gQGBqb5PpmcnEzJkiWJiIhg/vz5DBo0SMfkqWWna5Gs2E9br99NaXFwcCA+Pp4jR46kaLWf0WewQ4cO0bhxY1577TXu3r1r4cQZO3bsGEOHDiUgICDD81xdXfn5559xdXW1UDLxsvj777/Ztm0bx48f5/bt2wAUKlSIOnXq0L59+2yxnaQU0oUQQghhUcaLKmO7HkdHRzp37mxaEZ0VF11CCPGi7t69S8uWLTl+/PhT241pmsabb77Jrl270mw5Ll5MwYIFuXv3LoGBgdSuXdusMcePH6du3bo4OTlx586dLE4ohH6WLl0KQJcuXXjttdd0TiOEyC70LKT36dOHTZs2mVYIG29Vly9fHoPBgMFgyBY32UEmjVuToKAg03ZlBoOBOXPmkC9fvgyLnR9//DFz5syhW7durFmzRo/Y6cpO1yITJ07MkucdP358ljzvs3r99de5du0aK1euTNFqP6PX1ty5cxk+fDiVK1fm9OnTlo6crnXr1tG7d28SEhJMv3tz5syZov12fHy86Xw7OzuWL19O9+7ddcn7LJKSkoiOjiY2NvapWx5Z657wwnpIa3chhNV43tY/9vb25MuXj4oVK/Lmm2/i6elp2ntGCGF9Dh06hI+PD2vXriUyMpJ79+6xfPlyli9fjrOzMz179qRXr14pZvYKIYTe8ufPz+HDh5k4cSJz584lJiYmzfNy587N8OHDmTRpkrT1zCKVK1fmyJEjXL161exC+tWrV01jrcGFCxfw9/fnzJkzXL16lfv375s6hDg6OlKqVCmqVKlCo0aNqFChgt5xRTYi20kIIbIbHx8f09+dnZ3p0aMHBoPBVATNbuLj49m6dStbt26VSeM6+umnn9A0jYYNG7Js2TKzxjRo0IA5c+Zw8uTJLE737LLTtYi1FLyzysuyZ/25c+fo06cP8fHx5MiRg0GDBuHl5UWtWrVM9+iTkpIIDg7G29ubRYsWkZCQgKenJ9WrV7ea66on3b59mzlz5rBx40ZOnz5NcnLyU8dY07YBwnrJinQhhNXIjAsK46zMgQMHMnv2bHLlyvXCzymEyBpJSUn4+vri4+PDxo0bTXuWGX+Oy5cvT+/evenVq5cUEYQQujLefKtUqRL169fnwYMH+Pn5ERgYSGRkJElJSRQsWJDatWvj7u5Ovnz5dE78clu0aBGDBw+mbdu2/PHHH2aNadeuHTt27GDu3LkMHjw4ixOmTdM0fvvtN7777rtnWolStWpVPv/8c3r37v3UFUhCCCHE89BzRXrevHnp0qWLqdicFfsrW8qRI0dSTBqHf69vZdK4ZZUvX55Lly7h4+NDz549TcczWjV85MgRGjZsiKOjo1XvZS3XIvratGkTXbp0IUeOHBw9etS0Z316r60RI0Ywa9YslFIcOHCAhg0b6pQ8JS8vL5YsWYK9vT1//PEHzZs3z/B8Pz8/3n77beLi4ujbty+//vqrZYKa6dChQ3Tt2pVbt249dQX6k6xp2wBhvaSQLoSwGsbWP9u3b+evv/4CoGbNmri6ulK4cGEAbt26RWBgIMHBwSilcHNzo02bNvzzzz+EhISwf/9+EhISUErJvqRCZCOPHj1i8+bN+Pj4sGPHDlPrKONNB1dXV3r37k2PHj1wdnbWM6oQ4hVkvCny3/Z9Qh+aptGuXTt27tzJ4MGDmTFjRrptU+Pi4hg5ciRz586lTZs2/PHHH7oUo6OioujSpQsHDx4EeOabOwBNmjRh/fr1su+qEEKITKdnId3YkeVlIpPG9Zc7d27i4uJSbQWUUSH9xIkT1KlTBzs7O+Li4iwdWWQj2WnP+vSULl2a69ev88UXX/B///d/Zo0ZPXo006ZNo2TJkly5ciWLE5rvzp07VK5cmTt37uDo6MjAgQPJnz8/EyZMQCnFL7/8QlRUFIGBgWzevJlHjx7RqFEjBgwYAEhHp+f15Gvgyfb4L/rasMZW+1JIF0JYlalTp/L1119Tr149Fi5cSI0aNdI8Lzg4mPfff5/AwEAmTJjA2LFjAbhx4wb9+vXD19cXpRTbtm2jbdu2lvwShBAvKDo6mnXr1uHj48OBAwdMxQalFDly5JALWiGExTk5OfHPP/88057c4sXt378/3cfi4uIYM2YMgYGBFClSBA8PD9zc3HB2dkYpRUREBAEBAaxdu5bw8HBcXV2ZMmUKOXPmpGnTphb8Kh7fTG/UqBEBAQFomoaTkxMeHh40a9aMypUrU6pUKfLkyUOuXLmIi4vjwYMHXL16lbNnz+Ln58eaNWuIjo5GKUX9+vU5ePCgtIYVQgiRqRITE7l+/TrweP9fkXlk0rg+8ufPz7179/D19eWtt94yHc+okL5jxw7efvttChcuTEREhKUjv3JiY2MJCgoiPDychw8f0rlzZ1577TW9Y5klO+1Znx4HBwfi4+Px8/OjcePGZo3x9/enSZMm5MqVi9jY2CxOaL6JEycyceJEcuXKRWBgINWqVUt3gtjNmzfp1asX+/fvZ9SoUXz77bc6Js/ejB1k/tse/0U6y1hrq30ppAshrMa+ffto2bIlVatWJSAgIN2VRUaPHj2ibt26nD17lh07duDu7m46XqNGDUJDQ/Hw8GDlypWWiC+EyALXr19nxYoVTJ06lbt370rLJSGELurUqUNwcDC7du2iRYsWesd5ZRhvdGYmPS7MFyxYwJAhQ1BKMWTIEL777rtnWnkXGxvLqFGjmDdvHkop5s+fz6BBg7IwsRBCCGsXGxtrWtloLPxl5NatW/z5558AvPfee9jZ2WV5RpGaTBq3nBo1anDq1CnmzZvH+++/bzqeUSH9iy++4LvvvqNx48YZTugUL+bq1auMHj2atWvXkpCQYDr+3++Jt7c3CxYsIF++fOzcudPqtjiKj4/PFnvWp8e4Iv2vv/7C1dXVrDGBgYHUq1ePEiVKcPXq1SxOaL4333yTgIAAPvjgA37++Wcg404rsbGx1KxZk9DQULnGfwHGyd3//X/8IpO+rfW+bw69AwghhNGPP/4IwGefffbUIjqAvb09n3/+Of3792fOnDmmQrq9vT1Dhw5lxIgRHDlyJEszCyGyTkhICD4+PqxcuTLdixIhhLCELl26cOLECbZs2SIX2Rb2Msz79vHxMW079NNPPz3zeAcHB37++WciIiJYv349y5cvl0K6EEK84tasWUP//v0pUaIEvXr1eur5Tk5OfP3119y4cYOcOXOm2DNaWI6TkxODBg1i0KBBqSaNW+MKvOysZcuWhISEMH/+/BSF9PRcv36dhQsXopSidevWFkiY2pPF+yc7KL1oUT9Hjhzky5eP8uXLm3W/NSv99ddftG/fnujo6BSf89Mqknfo0IFhw4aRkJDAzp07adOmjSWjPlXOnDmZMmUKo0ePzpZ71jdq1Ig1a9YQEBBgdiH96NGjAGavYLeUCxcuAJhqA5DyNZWUlJRilbSDgwOffvopw4YNY/78+XKN/5wWL178TMezM1mRLoSwGiVKlCA8PJyAgADq1Klj1phjx47h6upK0aJFuXHjhun4wYMHadq0KQ4ODjx48CCrIgshMtmVK1dYuXIlK1asICQkBPi3iOLg4ECHDh1YtWqVnhGFEK+gf/75h5o1a3Lz5k22bdtGy5Yt9Y70SvDz88uS523WrFmWPG96nJ2duXPnDn/++ecL3ZjduXMnbdu2pVChQkRGRmZiQiGEENlNt27dWL9+PSNGjOD77783a8xnn33GDz/8gIeHh1xT6ezJSeNXr15F0zSrXYWXXYWGhlK1alUSExNTbAmZ1or0c+fO0a1bN06dOkWePHm4ePHiU7s8ZAVjtv92UMqsLk02NjY0b96cKVOmUK9evRd+vmd19+5dKleuTGRkJMWKFWPs2LE0adLEtGo4rS4BXbp0YfPmzQwbNozZs2dbPPPLLCAggEaNGlGkSBGOHTv21Nd8ZGQkdevWJTIykgMHDujyGkpPzpw5SUpKSlFTuHjxIhUqVEApxZ07d8ifP3+KMQEBAdSvX59SpUpx+fJlHVKL7ERWpAshrEZUVBTw+Ga1uYznRkdHpzieN29eIO0ZjUII6xIdHc2aNWvw8fHh0KFDaJpmKp7b2trSokULDAYDXbt2xdHRUee0QohX0WuvvcauXbvo1q0bbdu2pX///vTq1YsaNWrg5OQknzeyiKUL3lnl/v37ABQoUOCFnsfJyQlAJokKIYTg2LFjKKVSrFp9mqZNm/LDDz8QFBSUhclEesyZNC4yT/ny5ZkyZQqff/45EyZMYNu2bXTt2tX0+Nq1a7Gzs8Pf35+dO3eSnJyMUopZs2bpUkQ3Sm/NY2ashUxKSmL37t34+/vj5+eHm5vbCz/ns5g9ezaRkZEUKlSIw4cPU7p06aeOcXd3Z9OmTaaV0CLzuLm5sWDBAj744APq16/PjBkz6NixY6q23MnJyWzZsoURI0Zw69Yt5s2bZ1VFdABHR0diYmJSTEB58trr0qVL1KpVK8WYR48eAcgEZWEWKaQLIaxGsWLFuHz5Mps2baJ58+ZmjdmwYYNp7JOMRXk9P/wKIdIXGxvLpk2bWLFiBTt37jTti2W8OHR1dcVgMNCzZ0+KFCmiZ1QhhEjRBk7TNLy9vfH29jZrrB57cgvrUrx4ccLCwjh69KjZbRPTYryBWLx48cyKJoQQIpu6efMmAKVKlTJ7TMmSJQFSdPMTWUsmjetr1KhRaJrGmDFjOHr0KAEBAaYJsJMmTTKdp2katra2fP/99wwYMECvuOzdu/eZjpsrOTmZf/75hxMnTjBz5kz++ecfpkyZwsaNG1/oeZ/Vli1bUEoxYsQIs4roANWqVQMedxiwZpGRkZw8edJ0P7pAgQK4uLhYxf0sLy+vDB+vWrUqwcHBvPvuuzg5OVG7dm2cnZ1RShEREcGJEydMX1fNmjU5ePAg/v7+Zl8PW0KFChUICgriypUrpiJ//vz5KVq0KBEREezduzdVIf3gwYMA5MmTx9JxRTYkhXQhhNVo06YNCxYsYO7cubRo0eKps3E3b97MvHnzUErRtm3bFI8ZZ1gbLxSFENajT58+bNq0ybSizngjoXz58hgMBgwGAxUrVtQzohBCpPDfFSCyO5Z4Fi1btmTRokVMnjyZdu3aUaZMmWd+jrCwMCZPnoxSSrYWEEIIYZrkFxcXZ/aY+Ph4QD7HZDWZNG5dPvvsM9555x2+//57tm7dyq1bt1I8ni9fPtq1a8dXX32Fi4uLTikfS68bU2Z1aerUqROFCxdm+PDh+Pv7Z8pzPgvjPtbP0knD2JHpWbqXWoqmaab72KdOnUrznKpVqzJ06FAGDx6caqW3pSxZsuSpHdSUUmiaRlRUFHv27EnxmPF3l1KK4OBggoODAayqkF6/fn2CgoIICAigW7dupuNt27ZlyZIlTJ8+nXfeecd0r/HIkSN89913KKUs3plBZE+yR7oQwmpcvXqVatWqmYpr3bt3p3fv3tStW9e0svzWrVsEBQXx22+/sW7dOjRNw9HRkZCQkBSzGevVq0dQUBBjxoxh4sSJunw9Qoi0PXnx4OzsTI8ePTAYDFbXGkoIIYxe9LPE+PHjMymJyI5OnTpF3bp1SUhI4LXXXmP06NH07dsXZ2fnp46NjIxkyZIlTJ06lZiYGHLlykVQUFCq/SOFEEK8WsqXL8+lS5dYsGABAwcONGvML7/8wvvvvy/7wWYhmTRu/a5cuUJkZCRJSUkULFiQcuXK6Vbg1ENQUBBubm7Y2NhYvGuWg4MD8fHxHDlyJEXxMq19640OHTpE48aNee2117h7965F82YkMjKSDh06EBgYCKQ/QclYwK5Tpw5btmyhaNGiFstoVKZMmSzZiiwsLCzTn/N5bd26lY4dO1K+fHnOnz9vOh4SEkKdOnVISkrC1taWmjVr8uDBA86fP09SUhJKKbZt25ZqgZ7IPMHBwRw4cICLFy9y7949kpKSMjxfKWVVkzSMpJAuhLAqe/bsoVOnTjx48OCpb/KappE7d242btyIu7u76XhoaKjpQnLmzJmpWrcIIfSVN29eunTpgsFgwN3dPUXLZCGEEOJZhIaGsnnzZoKDg7l9+zaxsbEZrrRTSrF7924LJnxs0aJFDBkyxLT/JkClSpWoXLkyJUuWxNHRkZw5cxIfH8/9+/e5du0aZ8+e5dy5c8Djz702NjYsWLBA15ajQgghrEOfPn3w8fHBzc2Nv/76y6wxbm5uHDt2jG7durF69eosTvhqkknjwtrFxMSYWrr37dvXov/266+/zrVr11i5ciUeHh6m4xkV0ufOncvw4cOpXLkyp0+ftmje9MTFxVG3bl3OnDmDpmkULlwYDw8P6tWrZ+oyERERQUBAAGvWrDHtwV21alWCgoLIlSuXnvFfSgkJCQwaNIikpCQmTZpE2bJlTY95e3szZMiQNCeOTJw4kbFjx1oy6ivj3LlzeHl5ceTIEbPHaJqGUuqpxXY9SCFdCGF1wsLCGDFiBFu3bk33F6eNjQ3t27dnxowZlC9f3sIJhRAvIjY2FgcHB71jCCGEyMYePnzIsGHD+O2339Jsvf/fCZlPtiTU68L8jz/+4KOPPuLixYumYxlNHH3y6ypXrhxz5szh7bffztKMQgghsoc///yT9u3bo5Ri+PDhzJo1K933FE3T+OSTT5gzZw5KKdavX0+nTp0snPjVIJPGhSVERkayb9++NPfkbt68udVuGeDh4cHvv/+Op6cnixcvNh1Pr5CuaRp16tThf//7HwMHDmTBggV6xE5l2rRpjB49GqUUXl5ezJo1K919th8+fMinn37KokWLUEoxZcoUvvzySwsnFufOnWPJkiWcOnWKxMREKlasSJ8+fXB1ddU72kvp+vXr1KlTh9u3b5uuaR0dHXFycjKrA4g1dTswkkK6EMJq3bx5k7179xISEkJ0dDTweG+catWq0bx5c0qUKKFzQiGEEEIIYWmaptG2bVt8fX3RNI1ChQpRsmRJTpw4gVKKxo0bExUVxblz50hMTEQpxRtvvGFqpbh3717dsicmJrJhwwY2btzIwYMHuXr1arrnlipVisaNG9O5c2e6dOlCjhw5LJhUCCGEtXN3d2fPnj0opahbty4fffQRTZo0oVixYsDjeyr79+9nzpw5BAUFAY/3JtbzffBlJ5PGRVa6fv06I0eOZMOGDem2Zbe1taVLly589913KbbAtAabNm0yfaY9evSoqYNoeoX0ESNGmCYJHThwgIYNG+qUPKVatWpx8uRJWrVqxfbt280a07ZtW3bu3EmNGjU4ceJE1gYUQmdDhw5l/vz5KKUYMGAAo0aN4o033tA71guRQroQQgghhBBCiGxjzZo19OzZE6UU48aNY+zYsZw+fZoaNWqkWHH+4MEDFi1axLhx43BwcOD333+ncePGOqdP6cGDB1y7do179+7x6NEj7O3tyZs3LyVKlMDR0VHveEIIIaxYVFQUzZs3JyQkxKyt8apXr87evXspUKCAhRIKkfW8vLwy/TmtcY/egwcP0qFDB/75558MtzGCx/nz5s3L1q1bre6zb8uWLdm7dy9OTk5MnjyZd999l6JFi6KU4vjx4xQqVAh/f39mz57NoUOHAOjatStr167VOfm/HB0diY2NZcOGDXTs2NGsMZs3b6Zz587kyZOHe/fuZXFCIfRVrlw5Ll++nKr7RHYmhXQhhBBCCCGEENlG586d2bx5Mw0bNuTgwYMAnDp1iurVq6fZuj0gIIBmzZrh6OjIiRMnKF68uB6xhRBCiEwXGxvL119/zcKFC3n48GGa5+TJk4fBgwfzzTffyGpp8dIxrmbOLNa4R++NGzeoVq0aMTExALz99tt4eXmluSf3r7/+yh9//AFAvnz5OHXqlFV99r179y4tW7bk+PHjZk0AevPNN9m1a1e6rdP1ULBgQe7evUtgYCC1a9c2a8zx48epW7cuTk5O3LlzJ4sTPr+kpCSio6OJjY196oQNa+t4IKyHvb09CQkJ+Pr68tZbb+kdJ1NIbzghhBBCCCGEENlGYGAgSikGDRpk1vlubm4MGTKEmTNnMnv2bKZNm5bFCYUQQgjLcHBwYMaMGYwfP549e/Zw/Phxbt++DUChQoWoU6cOb731Fvny5dM5qRBZo3Tp0plaSLdGU6dOJSYmBltbWxYvXkzv3r1TnVOqVClKlSpF165dWbFiBZ6envzzzz9MmzaN2bNn65A6bfnz5+fw4cNMnDiRuXPnmiYH/Ffu3LkZPnw4kyZNImfOnBZOmbHKlStz5MgRrl69anYh3bidU+XKlbMy2nO5ffs2c+bMYePGjZw+fZrk5OSnjlFKpbu9gBBOTk5ERkaSP39+vaNkGlmRLoSwWtHR0QQHB3P79m2zZsJ5enpaKJkQQgghhNCLcYb7vn37aNKkCQB///03lStXRinF/fv3U62427NnD+7u7lStWpWQkBA9YgshhBBCCPHMypcvz6VLlxg8eDBz5841a4xxj+KyZcsSGhqaxQmfz4MHD/Dz8yMwMJDIyEiSkpIoWLAgtWvXxt3d3WonAC1atIjBgwfTtm1b0+r/p2nXrh07duxg7ty5DB48OIsTmu/QoUN07dqVW7duPfW++5P06tpga2ub6c8pkwIyX4cOHfjjjz9YsWIFPXr00DtOppBCuhDC6uzbt4/x48ebWnWaQ970hBBCCCFeDcZ9CYOCgqhVqxYAN2/epESJEiiluHDhAmXLlk0xJigoCDc3N/LmzZvuyhdLiYyMZPPmzfj7+3PmzBmuXr3K/fv3iY2NxcHBAUdHR0qVKkWVKlVo1KgRHTt2xNnZWdfMQgghhBBCHw4ODsTHxz9Tm+S9e/fSsmVLcuXKRWxsbBYnfLVomka7du3YuXMngwcPZsaMGdjb26d5blxcHCNHjmTu3Lm0adOGP/74w2o6KNy5c4fKlStz584dHB0dGThwIPnz52fChAkopfjll1+IiooiMDCQzZs38+jRIxo1asSAAQMA6Nu3r8Uz29jYZPpzWttWDi+DXbt20aZNG9566y12796td5xMIa3dhRBWZd68eXz44YdomvZMM+GEEEIIIcSroXjx4oSGhnLr1i3TsaJFi+Lg4MCjR484duxYqkL6+fPnAXSdeHnjxg3GjBnDb7/9lqJl4pOfee/du8e9e/cIDw8nICCAZcuWMWTIEDw9Pfnmm2+sao9LIYQQQgiR9ZycnIiIiHimFdrGc52cnLIq1ktv//796T42YsQIoqKiWLBgARs3bsTDwwM3NzecnZ1RSpn2rF+7di3h4eG4ubkxcuRIDhw4QNOmTS34VaTvp59+4s6dO+TKlYvDhw9TrVo1Tp06xYQJEwDo37+/6dybN2/Sq1cv9u/fT4MGDfj22291yTx+/Hhd/l3xbFq1asUXX3zBt99+y5AhQ5g9ezZ2dnZ6x3ohsiJdCGE1zpw5Q40aNUhOTqZ69epMmjQJOzs72rdvb1pdZJwJt2jRIo4dO0bjxo1ZsGABuXPn5vXXX9f7SxBCCCGEEFmse/furF+/nu+++44RI0aYjrdo0QI/Pz+aN2+eYuZ7QkICjRo1IjAwkBo1anDixAmLZw4ICKBjx45ERkamKJy/9tprlCpVijx58pArVy7i4uJ48OABV69e5Z9//jGdp5TC2dmZLVu24OrqavH8Qggh9PFkIefJ4ktGBR5zWEshRwjxdB07dmTbtm38+uuvZq8CXrp0Kf379+edd95h8+bNWZzw+UVGRnLy5EmioqIAKFCgAC4uLhQpUkTnZI9XP2f26nFr6qj65ptvEhAQwAcffMDPP/8MwKlTp6hevXqaq7RjY2OpWbMmoaGh7Nq1ixYtWugRW1iRZcuWZfj4woULOXz4MMWKFaNbt25UrlyZ3LlzP/V5rXH7XimkCyGshnH/nsKFC3PhwgXy5s2b7hu4pml8+eWXfPfdd7Ro0QJfX18dkwshhBBCCEuZN28ew4YNw93dnZ07d5qOL1++HE9PT5RSNGnShO7du/PgwQNWrlxJcHAwSim++eYbRo8ebdG8UVFRVK9enZs3bwLQpk0b+vXrR7NmzShatGi648LDw/Hz82PJkiXs2LEDeLwa/+TJk7K6SAghXhHGQs5/iy8vUuCxpkKOEFklLCyMAQMGoJRi2bJllChRIsPzr1+/biremHO+Jfn6+tK6dWuqVKlCQEDAUwtRDx8+xNXVlXPnzrF9+3ZatWploaTm0TSNBQsWMHfuXE6dOpXmOVWrVmXo0KEMHjw4S9p5m+NlbyNeqFAhoqOjWbduHV26dAHg9OnTuLi4oJQiPj4+1Z7kxuuwbt26sWbNGj1iW0RSUhLXr18HoHTp0jqnsV4v+2STJ0khXQhhNapVq8bZs2eZNGkSX3/9NZDxTDgAd3d39u7dy6JFi/Dy8rJ0ZCGEEEIIYWHh4eGUKFECGxsbzp07R7ly5UyPtWvXju3bt6e6oNc0jdq1a+Pv75/uHoZZZfz48XzzzTfY2dmxfPlyunfv/szPsXbtWgwGA0lJSYwdO9bUclEIIcTLzVjI+e89kRcp8FhTIUeIrDJx4kQmTpxIo0aNOHDggFljmjVrxsGDB5kyZQpffvllFid8Nsavx9XVlYULF1KrVq00zwsODub9998nMDCQ8ePHM27cOMsGfYrIyEg6dOhAYGAgQLrbeho/y9epU4ctW7ZkOPk0q/j5+WXJ8zZr1ixLnvdZ5cyZk6SkJAICAqhTpw4AFy9epEKFCiiluHPnDvnz508xJiAggPr161OqVCkuX76sQ2rLMNYjbGxsrLKoay1e9skmT5I90oUQVuPatWsApjdvIMVN0ISEhFT7abz//vvs2bOH5cuXSyFdCCGEEOIVULRoURISEtA0LdUqiQ0bNjB58mS8vb0JDw8HIH/+/BgMBqZMmWLxIjrAxo0bUUoxYsSI5yqiw+N29kFBQUyfPp2NGzdKIV0IIV4Re/fufabjQojHdu/ejVKKrl27mj2ma9euHDhwgJ07d+pSSJ80aVK6jymlcHV1JTAwkLp161K9evU09+Q+efIkgGkroEmTJllNMT0uLo4WLVpw5swZNE2jcOHCeHh4UK9ePVMrd+PXsWbNGiIjIwkKCsLd3Z2goCBy5cpl0bzWUvDOKo6OjsTExKQoFBcoUMD090uXLqWasPHo0SPg8YSIV4GsQc5YWFiY3hEsRlakCyGsRq5cuUhMTOTYsWPUrFkTgMuXL1O2bFmUUty8eRNnZ+cUY44dO4arqyvOzs6mm6VCCCGEEEJERUWRmJhI4cKFM73l3LPIly8f9+/fZ//+/TRq1Oi5n8ff358mTZqQN29eYmJiMjGhEEIIIcTLpXDhwkRFRbFnzx6zC6J+fn689dZbut1jNLdNsqZp6Z6X1mPWsrpz2rRpjB49GqUUXl5ezJo1izx58qR57sOHD/n0009ZtGgRSimr7BKQ3dWrV4+goCBWr15Nt27dTMeLFy9OREQE33//PZ9++mmKMVOnTuXrr7+mQIEC3L5929KRLeZpHXLFq0efDSaEECINxllvDx48MB178sbn33//nWqM8U377t27WR9QCCGEEEJkGwUKFDCt0hFCCCGEEK8O46TD/7amzojx3Ojo6CxIZB5N0576J6Pz0nrMWqxatQqlFK1atWLRokXpFtEBcufOzYIFC2jdujWaprFq1SoLJn011K9fH3jcrv1Jbdu2RdM0pk+fzvnz503Hjxw5wnfffYdSCjc3N4tmFUJvUkgXQliNypUrA6R4k86dOzcVK1YEYPPmzanGbNiwAXhccBdCCCGEEC8/Ly8vBgwYwM2bN80ec+vWLdM4SytTpgwA27Zte6Hn2bp1a4rnE0II8eqaNGkSkyZNeqYVgdHR0aZxQrzsXnvtNQDu3Llj9hjjublz586STE+TnJycJX+sxYULFwAYOnSo2WOM54aGhmZJpldZmzZt0DSN9evXpzg+YsQIcuTIQWRkJNWqVcPNzY2qVavSpEkT00K2jz/+WIfEQuhH9kgXQliNxo0b4+fnx4EDB+jbt6/peNeuXZk2bRqzZ8+mSpUqeHh48ODBA5YsWcIvv/yCUooWLVromFwIIYQQQljKkiVLUEoxcuRIihUrZtaYf/75xzTO29s7ixOm1KlTJ06ePMkPP/yAq6vrM+3VabR+/Xp++OEHlFJ07tw580MKIYTIViZMmIBSim7dulGoUCGzxkRFRZnGWcueyUJklTJlyhAdHc2+ffvMvme4d+9eAEqXLp2V0V5ZuXLlIjY2llKlSpk9xnhuzpw5syrWCwkNDWXz5s0EBwdz+/ZtYmNjM+wCoJRi9+7dFkyYvjZt2uDp6UlSUhJhYWGULVsWABcXF+bNm8eQIUNITEwkKCgoxbgJEybQtm1bPSKLbOj8+fMsW7aMw4cPEx4eTmxsLDt27KBChQqmc0JCQrhy5Qp58uQxeysOS5M90oUQVuOvv/6iQYMGFChQgGvXrmFvbw88nhFaqVKlNFsraZqGg4MDgYGBVKlSxdKRhRBCCCGEhRn3jzx58iRVq1Y1a0xoaCgVK1bUZZ+7O3fuUL16dSIiIoDH7RL79etHs2bNcHZ2TndcZGQkfn5+LF68mB07dqBpGsWKFePkyZOmLZGEEEK8mrLbe6EQlvbll18yffp0nJycCAkJeerky+vXr1O9enViYmL45JNP+OGHHyyU9NXRqFEjjhw5woYNG+jYsaNZYzZv3kznzp1p0KAB/v7+WZzQfA8fPmTYsGH89ttvqQrnae1TbzwnO/3+PXfuHEuWLOHUqVMkJiZSsWJF+vTpg6urq97Rspzskf7ikpOT+fzzz/nxxx9JTk5O8TPw388uf/zxB++88w45cuQgLCyMEiVK6BU7XbIiXQhhNerXr8/ixYtJTEwkOjra9CG3YMGC7NixAw8PD8LCwlKMcXZ2ZtmyZVJEF0IIIYQQ6Xr06BHweCWMpRUsWNB0w/DWrVts376d7du3A5AvXz5KliyJo6MjOXPmJD4+nvv373Pt2jXT3p7w+OZb4cKF2bBhgxTRhRBCPJeEhAQA7OzsdE4iRNYbMmQIM2fO5O7du7Rs2ZJVq1ZRo0aNNM8NDg6mZ8+e3L17Fzs7u2dqPS7M169fPw4fPsz8+fPNLqTPnz8fpRSenp5ZnM58mqbRpUsXfH190TSNQoUKUbJkSU6cOIFSiiZNmhAVFcW5c+dITExEKUWlSpUoWrSo3tGfSaVKlZg6dareMUQ2NXjwYH799Vc0TaNEiRI0aNCAdevWpXluu3btKFu2LJcuXWLdunVWuXWAFNKFEFblyZbuT6pbty5nz55lz549KWbCtWnTRre9i4QQQgghRPZgXMFSpEgRXf79+vXrExQUxOjRo1mxYoVpv8q7d++mKJgbPbmyxcbGht69ezNlyhRKlixpscxCCCFeLidOnACgcOHC+gYRwgJef/11pkyZwueff865c+eoU6cOzZs3p0mTJqaFOzdv3mT//v34+fmZVhFPnDiR8uXL65w+fVFRUSxevBhfX19CQkKIiooCoECBAri4uODu7k7//v2tcuLlwIEDWb9+PTt27GDo0KHMmDHD1I30v+Li4hg5ciTbt2+nTZs2vP/++xZOm761a9eya9culFKMHz+esWPHcvr0adNEDT8/PwAePHjAokWLGDduHFFRUSxatIjGjRvrGV0Ii9i9ezfe3t4opRg9ejQTJ07E1tYWGxubdMd0796d6dOns2fPHqsspEtrdyGEEEIIIYQQVmvSpEkp/tu4v+uQIUMybI0Oj2/CGfcujIuL47333mP58uVZGfepIiIi2Lx5MwcPHuT06dNcu3aNe/fu8ejRI+zt7cmbNy8lS5akatWqNG7cmI4dO+o2AUAIIYR1WLZsWYr/7tevH0opJk+e/NQWqMb3wl9//ZU7d+7QqVMn1q9fn5VxhbAa33zzDRMnTiQ5OTlVu20jTdOwsbFh4sSJfP311xZOaL4FCxYwatQoHj58CJCqpbjx68udOzc//PCDbsXn/fv3p/tYXFwcY8aMITAwkCJFiuDh4YGbmxvOzs4opYiIiCAgIIC1a9cSHh6Oq6srU6ZMIWfOnDRt2tSCX0X6OnfuzObNm2nYsCEHDx4EMm4FHhAQQLNmzXB0dOTEiRMUL15cj9jiGUhr9xfTo0cP1q5dS/v27dmyZYvpeEbb0qxfv55u3bpRrlw5Lly4YOnITyWFdCGEEEIIIYQQVst4wW305P5q5tI0DXt7ew4fPkzNmjUzPaMQQgiRlTLrvdDGxobdu3fTrFmzTM8ohLU6ceIE06dPZ/v27dy9ezfFY/nz56d9+/aMGjXKqj8jTps2ja+//tr0s58vXz5q165tahceHh7O8ePHTZ2OlFJMnTqVzz//3OJZ//v7KjMopUhMTMzU53xeJUuW5ObNm/z666+mzqpPK7yOHDmSmTNn8vnnnzNt2jRLRxbPSArpL6Z06dJcv36d33//nc6dO5uOZ1RIP3r0KG+++Sa5c+fm/v37Fk78dNLaXQghhBBCCCGEVXty/rfxxpw5c8Lt7e0pVqwYDRs2tPobpEIIIURG0nrfM3d9VM6cOXFzc+Orr76SIrp45dSqVYsVK1agaRphYWHcvn0bgEKFClG2bNlML/pmtpCQEMaOHYumaRQrVozvvvuO7t27Y2dnl+K8xMRE1q5dy2effcaNGzcYM2YM7du3p1q1ahbP/DKv3TS+fsqVK2c69uT3IjY2FgcHhxRj2rdvz8yZM9m6davFC+m2traZ/pzWNLFBWJ/IyEgAypQpY/YY48+Qtb6upJAuhLBKd+7c4fDhw1y8eJF79+6ZNftr3LhxFkgmhBBCCCEsybifuJFxJntISEiqmexCCCHEyygsLMz0d03TKFeuHEopduzYQcWKFdMdp5TC3t6eggULZkkxRQhrEBUVZdae4EopypUrl6IAmh389NNPJCUlUbhwYQ4fPkzp0qXTPC9Hjhy89957NG7cGDc3N27dusVPP/3EvHnzLJp37969Fv33LC1HjhwkJCSQN29e07En/x4eHk7ZsmVTjMmXLx8AV69etUzIJ7zMkxqEdcqTJw93797l1q1bZo+5du0agFm/y/UghXQhhFUJDw9nxIgR/P777888A0kK6UIIIYQQL7/SpUujlCJnzpx6RxFCCCEs4vXXX0/zePHixdN9TIhXRZEiRWjYsCHvvPMOHTp0oHLlynpHylR79uxBKcVXX32VbhH9SaVKleKLL75g5MiR7N692wIJU3rZu14UL16c0NDQFEXCokWL4uDgwKNHjzh27FiqQvr58+cBfVbbjh8/3uL/pni1lStXjmPHjnH69GlatWpl1pg///wTQJcOGuaQQroQwmrcunWLhg0bcvnyZZktJ4QQQggh0vTll1/i4eFhtbPVnyYqKoqwsDBsbW2pUKECjo6OZo2LiYlh06ZNAHh6emZlRCGEEFbuv91ahHiVJSUlceDAAQ4ePMiXX35JuXLlTEX1Zs2aZftuDNevXwegYcOGZo9p1KgRADdu3MiSTK+ymjVrEhoaysmTJ01FQqUU9evXx8/Pj7lz5/Luu++azk9ISGDGjBkAGXYQySpSSH92ZcuWfek7K2Sl1q1bExQUxM8//8yHH36IjY1NhuefPn2aJUuWoJSiXbt2Fkr5bDL+CoQQwoLGjx/PpUuX0DSN7t27s2fPHu7cuUNSUhLJyclP/SOEEEIIIV5+Q4cOpXjx4nTq1InVq1fz6NEjvSOZ5X//+x/u7u4UKVKEevXqUbduXQoVKkTnzp353//+99Tx165do1+/fnh5eVkgrRBCCCFE9uDv78+XX35J1apV0TSN0NBQZs+eTatWrShUqBA9evRg+fLlREVF6R31uRgnAjzLambjFplPK2CJZ9eiRQs0TWP79u0pjnt5eaFpGvv27aN58+b8/PPPTJ8+nXr16hEYGIhSCg8PD51SZ72kpCSuXLnClStX9I5CYmIiR48exdvbm++++47vvvsOb29v/vrrLxISEp46Pnfu3DRr1uyl766QVT766CPy5MlDaGgoH3zwQYa/u3bt2kXr1q159OgRBQoUYNCgQRZMaj6lybJPIYSVKF26NNevX6dPnz4sWbJE7zhCCCGEEMIKGW8IKqUAcHR0pHPnzhgMBtzd3a3yhuG+ffvo0KEDDx8+TNV5SSmFra0tY8eOZcyYMaav679OnTpF9erVUUqZbo4KIYQQMTExrFu3jsOHDxMeHs7Dhw9ZvHhxipbvN27c4O7du9jb22e7/aGFeBaXLl1iy5YtbN26FT8/P+Lj44HHn7dsbGxo0KCBabV6lSpVdE5rHhcXF86cOcOECRMYO3asWWMmT57MuHHjqFq1KiEhIVmc8NUSHh5OiRIlsLGx4dy5cyl+p7Zr147t27en+jyvaRq1a9fG398fe3t7S0e2COO1io2NjS4t7AEePHjAN998g7e3d7oTZ5ycnBgwYABjxoxJsbe9yFw+Pj6mLmolS5akffv2zJ8/H6UUAwcORNM0/P39OXv2LJqmYWNjw6ZNm2jfvr3OydMmhXQhhNVwcHAgPj6evXv30rRpU73jCCGEEEIIK3TkyBF8fHxYu3YtkZGRwL9FdWdnZ3r27EmvXr1wc3PTM6ZJTEwMVapUITw8HABXV1eaN29OXFwcfn5+ptXoSik6dOjA6tWryZUrV6rnkUK6EEKI//rpp5/4+uuvuX//PvC4WKOU4uTJk1StWtV03ooVK+jduzf29vZcu3Yt226PIsSzuH//Pjt27GDLli38+eefpj2tjZ8by5YtS4cOHay+Bfynn37Kjz/+SN68eTl48CDVq1fP8PyQkBAaNWrE/fv3+fjjj01txa1JaGgomzdvJjg4mNu3bxMbG5vhNp9KKV32e09PcnIymqales3ExcUxefJkvL29TZ/98+fPj8FgYMqUKbz22mt6xLUIva9Vzp07R9u2bbly5cpTt4xVSlGqVCl27NhBpUqVLJTw1bNmzRoGDx5MTExMmpPFjd8nR0dHli5dSpcuXSwd0WxSSBdCWI3y5ctz6dIljh49St26dfWOI4QQQgghrFhSUhK+vr74+PiwceNGUxHBeJFevnx5evfuTa9evahQoYJuOWfMmMGoUaNQSjF79myGDRuW4vFt27YxfPhwLl++jFKKpk2bsmXLllR7p+t9c0oIIYR1GT9+PJMnT0bTNHLlykX16tVN7YP/W0hPTk6mZMmSREREMH/+fKttnSpEVtE0jSNHjrBlyxa2bNnCqVOngH8/N+bNm5c2bdrQoUMH2rVrZ1WTTS5fvkzlypWJj4/H0dGRsWPH0r9/fwoWLJjivDt37rB48WKmTJlCTEwM9vb2nD17ltKlS+uUPLWHDx8ybNgwfvvtt1TFTuNEoP8eA7Ll59+oqCgSExMpXLhwuh2nXiZ6XqvExMRQrVo1bt68iaZpuLi40LdvX+rVq0eRIkUAiIiIICAggKVLl3Ly5EkASpQoQUhICPny5bNo3lfJnTt3mDt3Llu2bOHEiRMpuhVUq1aNjh078vHHH+Ps7KxjyqeTQroQwmr079+fZcuW4e3tTb9+/fSOI4QQQgghsolHjx6xefNmfHx82LFjR4o2nvB4FXjv3r3p0aOHxS/SW7RogZ+fHz169GDFihVpnhMdHU2vXr3YsWMHSinq1q3L9u3bU9zElUK6EEIIo6CgIOrVqweAwWBgzpw55MuXDxsbmzQL6QAff/wxc+bMoVu3bqxZs0aP2EJYjcuXL5uK6mm1gH/zzTfp2LEjPXv2pFSpUjqnhWXLltG/f3/TfyulKFu2LM7OziiliIiIICwsDE3TTAXpJUuW0KdPHx1Tp6RpGm3btsXX1xdN0yhUqBAlS5bkxIkTKKVo3LgxUVFRnDt3jsTERJRSvPHGGxQtWhSAvXv36vwViIzoea0yevRopk2bhlKKSZMmMXr06HQnL2iaxtSpU01ban3xxRf83//9n0XzvqqSk5OJiooiKSmJAgUKYGdnp3cks0khXQhhNU6dOkXdunWpWLEiAQEBL+2eMUIIIYQQIutER0ezbt06fHx8OHDgQIqVLDly5CAuLs6ieZydnblz5w6bN2/OcM+35ORkhgwZwqJFi1BKUbVqVXbt2mW6eSiFdCGEEEb9+/dn6dKlNGzYkIMHD5qOZ1RIX7VqFb169aJSpUqcOXPG0pGFsFrGFvBbt27ljz/+SNECfvz48YwbN07nhI9t27aNwYMHc+PGDdMxY7HwyRJP8eLFWbhwIe3atbN4xoysWbOGnj17opRi3LhxjB07ltOnT1OjRo0Un28fPHjAokWLGDduHA4ODvz+++80btxY5/TiafS8VqlSpQp///03Hh4erFy50qwx7733HqtXr5b3RGEWG70DCCGEUbVq1Vi8eDHnzp2jdevW/P3333pHEkIIIYQQ2YyTkxODBg1i3759XLlyhW+//Zb8+fOjaVqKVnKWcvfuXQBKliyZ4Xk2NjYsWLCAL774Ak3TOH36NE2bNuXq1asWSCmEECI72b9/P0ophg8fbvaYMmXKAHD9+vUsSiVE9uTo6Mi7777L4sWLCQ8Px9/fny+++IJq1apZVUvu9u3bc+nSJVavXs2gQYNo0KABb7zxBm+88QYNGjRg0KBBrF69mrCwMKsrogOmzkwNGjRg/Pjxpok//5UnTx4++eQTdu/ezb179+jatWuKyQNC/Nfly5cBnqnDrfFc41iReebPn09UVJTeMTJVDr0DCCHEk9577z0qVqxI+/btqVq1KjVq1OCNN94gd+7cGY5TSuHt7W2hlEIIIYQQwtqFhITg4+PDypUriYmJ0S1H7ty5uXfvnqmg/jRTp04lf/78fPXVV4SGhtKkSRN8fX2zNqQQQohs5ebNmwBUqlTJ7DHGrn+W7swiRHailKJBgwY0aNCAqVOnkpCQoHekFHLkyEH37t3p3r273lGeWWBgIEopBg0aZNb5bm5uDBkyhJkzZzJ79mymTZuWxQlT8vLyyvTnlPvXWSNv3rzExcU90xZexnMdHR2zKtYra+jQoXz88ce0adMGg8FAp06dsn3nYSmkCyGsyt9//82IESO4ffs2AMHBwQQHB2c4xrj3j3wQEUIIIYR4tV25coWVK1eyYsUKQkJCgH9bXTo4ONChQweLZypTpgwnT54kODiYZs2amTXmiy++IG/evHz44YdcvXqVpk2bMmPGjCxOKoQQIrvImTMncXFxZk/SAoiIiAAgf/78WRNKCCsXGRnJyZMnTSslCxQogIuLC0WKFEl3THbaw9dc58+fp02bNiilCA0Ntdi/a7zXW65cOdOxJ///xsbG4uDgkGJM+/btmTlzJlu3brV4IX3JkiWZ2pFA7l9nnerVq7N3717Onz9P7dq1zRpz/vx501iR+RISEti2bRvbtm3D0dGRzp07YzAYcHd3x8Ym+zVKl0K6EMJqXLlyhaZNm3Lr1i3TDc+8efOSP3/+bPkLVgghhBBCZL3o6GjWrFmDj48Phw4dQtM002dJW1tbWrRogcFgoGvXrrqsOKhTpw7/+9//2L59Ox999JHZ44YOHUrevHnx8vIiIiLimVoVCiGEeLmVLl2aU6dOcf78ed566y2zxuzZswd4tlXsQmR3mqaxYMEC5s6dy6lTp9I8p2rVqgwdOpTBgwe/Evcf4+PjuXTpksXb1ufIkYOEhATy5s1rOvbk38PDwylbtmyKMfny5QPQZauj0qVLW1Vrf5G+wYMHs2fPHmbNmkW3bt2e+nOcnJzMzJkzUUrx/vvvWyjlq+PQoUP4+Piwdu1aIiMjuXfvHsuXL2f58uU4OzvTs2dPevXqhZubm95RzSaFdCGE1Zg0aRKRkZHY2NgwcuRIhg4datrDSwghhBBCCKPY2Fg2bdrEihUr2Llzp6ntprGA7urqisFgoGfPnhmuMrIEd3d3lixZwq5du7h+/TolSpQwe2yfPn3IkycPvXr1srrWokIIIfTTsmVLQkJCmD9/vllFgOvXr7Nw4UKUUrRu3doCCYXQX2RkJB06dCAwMBD493Pif50+fZrhw4fz66+/smXLFooWLWrJmK+M4sWLExoayq1bt0zHihYtioODA48ePeLYsWOpCunGVcOJiYkWzQpw6dIli/+b4vl0796d7du3s3jxYjp37szChQvT/TmOiIhg8ODB/PXXX/Tv358ePXpYOO3L78033+TNN99k1qxZ+Pr64uPjw8aNG7l//z4RERHMnj2b2bNnU758eXr37k2vXr2oUKGC3rEzpLT03kGEEMLCypYty5UrV/jkk0/44Ycf9I4jhBBCCCGsUJ8+fdi0aRMPHjwA/r0pWr58eQwGAwaDgYoVK+oZMYV//vkHZ2dn4uPj+eCDD5g7d+4zP8fOnTvp2rUrDx8+RClFUlJSFiQVQgiRXYSGhlK1alUSExOZMGECY8eOBcDGxgalFCdPnqRq1aoAnDt3jm7dunHq1Cny5MnDxYsXKVy4sJ7xhchycXFx1K1blzNnzqBpGoULF8bDw4N69eqZJllGREQQEBDAmjVriIyMBB6vTg8KCiJXrlx6xs9Sp06donr16hb/TNm9e3fWr1/Pd999x4gRI0zHW7RogZ+fH82bN2f37t2m4wkJCTRq1IjAwEBq1KjBiRMnLJZVPDtLvK6WLVuW4eM///wzAQEB2Nvb07p1a9zc3HB2dkYpZfp537lzJ3Fxcbi6ujJs2DAAPD09sySv+NejR4/YvHkzPj4+7Nixg/j4eABT1wdXV1d69+5Njx49nmmve0uRQroQwmrkzp2buLg4Dhw4QMOGDfWOI4QQQgghrNCTrfqcnZ3p0aMHBoOBevXq6ZgqY9u3b+fOnTvY2dnh4eHxXM/x119/sX37dgDGjx+fmfGEEEJkQ99//z2ff/45Sinc3Nzo2rUrX375JUopxo0bh52dHf7+/uzcuZPk5GQAFi5cyIABA3ROLkTWmzZtGqNHj0YphZeXF7NmzSJPnjxpnvvw4UM+/fRTFi1ahFKKKVOm8OWXX1o4seXoVUifN28ew4YNw93dnZ07d5qOL1++HE9PT5RSNGnShO7du/PgwQNWrlxJcHAwSim++eYbRo8ebbGslnTp0iW8vLxQSqWYSJDdWOJ1ZZws9jTG/ejNeUwppUvHg1dZdHQ069atw8fHhwMHDpgmxiulyJEjB3FxcTonTE0K6UIIq1G+fHkuXbrEX3/9haurq95xhBBCCCGEFcqbNy9dunTBYDDg7u6Ora2t3pGEEEIIXXz33XeMGTOGhISEDIsGtra2fP/993z88ccWTiiEPmrVqsXJkydp1aqVaSLi07Rt25adO3e+9Kuf9Sqkh4eHU6JECWxsbDh37hzlypUzPdauXTu2b9+e6veYpmnUrl0bf39/7O3tLZbVkvT6fmQ2SxXSM1t2//+e3V2/fp0VK1YwdepU7t69a7XfD9kjXQhhNVq1asWiRYsICAiQQroQQgghhEhTZGQkDg4OescQQgghdPfZZ5/xzjvv8P3337N169YUew8D5MuXj3bt2vHVV1/h4uKiU0ohLO/ChQsADB061OwxQ4cOZefOnYSGhmZVrFda0aJFSUhIME3uedKGDRuYPHky3t7ehIeHA5A/f34MBgNTpkx5aYvo4tmEhYXpHUFkopCQEHx8fFi5ciUxMTF6x8mQrEgXQliNCxcuUKdOHQoUKMCxY8coUKCA3pGEEEIIIYQQQgghsoUrV64QGRlJUlISBQsWpFy5clmygk8Ia1ewYEHu3r1LYGAgtWvXNmvM8ePHqVu3Lk5OTty5cyeLE+rH2ldAR0VFkZiYSOHChc1q453dWfv3w1wPHz4kICAAgGbNmumcRlirK1eusHLlSlasWEFISAiAqbW7g4MDHTp0YNWqVXpGTJOsSBdCWI0KFSqwYcMGPDw8aNSoEbNnz6ZVq1Z6xxJCCCGEECJThYWFMWDAAJRSLFu2jBIlSmR4/vXr1/H09AQw63whhBCvptKlS1O6dGm9Ywihu8qVK3PkyBGuXr1qdiH96tWrprFCP7KwSh+JiYkcO3aMkydPEhUVBTz+Xri4uFCnTh3s7OwyHJ87d27dCuj79+8HoFixYlSsWFGXDCJ90dHRrFmzBh8fHw4dOoSmaabiua2tLS1atMBgMNC1a1ccHR11Tps2KaQLIaxGixYtAChUqBDnzp2jbdu25M+fn4oVK5I7d+4Mxyql2L17tyViCiGEEEII8UKWLVvGvn37aNSokVlF8RIlSpCYmMjBgwf57bff+PLLLy2QUgghhBAie+rXrx+HDx9m/vz5dOzY0awx8+fPRyllmrwoxKvgwYMHfPPNN3h7e5sK6P/l5OTEgAEDGDNmDHnz5rVwwqdr3rw5Sim8vb2lkG4lYmNj2bRpEytWrGDnzp0kJCQA/64+d3V1xWAw0LNnT4oUKaJnVLNIIV0IYTX27duXomWPpmlER0dz9OjRdMcopdA07ZVo9SOEEEIIIV4Ou3fvRilF165dzR7TtWtXDhw4wM6dO6WQLoQQIoVjx47h6+ub5kpCd3d36tatq3NCISxr4MCBrF+/nh07djB06FBmzJiR7j7bcXFxjBw5ku3bt9OmTRvef/99C6cVQh/GhWxXrlwhox2go6Ki+P7771m9ejU7duygUqVKFkz5dI6Ojjx48IDq1avrHUUAffr0YdOmTTx48AD4t3hevnx5DAYDBoMh2014kEK6EMJqNG3aVAriQgghhBDipXfmzBkA6tSpY/aYWrVqAXD69OmsiCSEECIbOnbsGEOHDjXtS5uW0aNH4+rqys8//4yrq6sF0wmR9YwtndMyYsQIoqKiWLBgARs3bsTDwwM3NzecnZ1RShEREUFAQABr164lPDwcNzc3Ro4cyYEDB2jatKkFv4qXi5eXV6Y/p3G1scg8MTExtGzZkps3b6JpGi4uLvTt25d69eqZVggbf0aWLl3KyZMnuXLlCu7u7oSEhJAvXz6dv4J/lS5dmjNnzvDw4UO9owjAx8fH9HdnZ2d69OiBwWCgXr16OqZ6MUrLaKqJEEIIIYQQQgghMlXOnDlJSkri2LFj1KxZ06wxwcHB1K5dGzs7O+Li4rI4oRBCCGu3bt06evfuTUJCgmm1V86cOU37C0dFRREfH286387OjuXLl9O9e3dd8gqRFWxsbDJ9UY5SisTExEx9Tmty6tQpqlevjlKKpKSkTH/+zP6eGDuRZkVWa5DV34/0jB49mmnTpqGUYtKkSYwePTrd75umaUydOpUxY8aglOKLL77g//7v/yyW9Wm++OILvv/+e8aMGcPEiRP1jvPKy5s3L126dMFgMODu7o6tra3ekV6YFNKFEEIIIYQQQggLKlSoENHR0ezatYsWLVqYNWbPnj24u7uTL18+oqOjszihEEIIa3bu3Dlq1apFXFwcOXLkYNCgQXh5eVGrVi3TDeukpCSCg4Px9vZm0aJFJCYmkitXLo4fP07lypV1/gqEyBw2NjaZ/pwvc9EWsr5wW6ZMmSzpOBoWFpbpz2kN9CqkV6lShb///hsPDw9Wrlxp1pj33nuP1atXU6lSJVOHLWsQHh5O9erViY+Px9/fHxcXF70jvdJiY2NxcHDItOd7+PAhgYGBALp1C5HW7kIIIYQQQgghhAWVKVOG6Oho9u3bZ3Yhfe/evcDj1oVCCCFebd9++y1xcXHY29vzxx9/0Lx581Tn2NraUqdOHerUqYOHhwdvv/02cXFxTJ8+nV9//dXyoYXIAsbPRy+zK1euAFCiRAmzV3YmJydz7do1IPVnR2dnZ8aPH5+5IZ9w6dKlLHtukXkuX74MQL9+/cwe069fP1avXm0aay2KFi3K1q1beffdd2nUqBFffPEFvXr1okyZMnpHeyVlZhEdHk+iad68OTY2Nrp1C5EV6UIIizN+AISUH+aePP485KaiEEIIIYTIDr788kumT5+Ok5MTISEhFCtWLMPzr1+/TvXq1YmJieGTTz7hhx9+sFBSIYQQ1qh06dJcv379mdrrGtv4lixZ8oXvvwghLMfGxgYbGxv+97//UbVqVbPGhIaGUrFiRV0LT8I8eq1IL1KkCLdv3yYwMJDatWubNeb48ePUrVuXQoUKERkZmcUJzVeuXDkA7t+/z+3bt00dERwdHcmfP3+GE1CUUoSGhlokp3g+ev2MPElWpAshLK5s2bJA6j2HjMefx8u+f5EQQgghhHh5DBkyhJkzZ3L37l1atmzJqlWrqFGjRprnBgcH07NnT+7evYudnR1Dhw61cFohhBDW5tatWwC0a9fO7DHt27dn2rRpprFCiOzjeddCvsxrKC9duoSXlxdKKXbv3q13nGynevXq7N27l/Pnz5tdSD9//rxprDX5bxcE4+v+3r173Lt3L8OxWbENgXj5SCFdCGFx6X2Ie5k/3AkhhBBCCGH0+uuvM2XKFD7//HPOnTtHnTp1aN68OU2aNDGtTr958yb79+/Hz88PTdNQSjFx4kTKly+vc3ohhBB6K1y4MNevX8fe3t7sMbly5QKgUKFCWRVLCGEljPdYs2IPeWvx4MED9u3bJ4XQ5zR48GD27NnDrFmz6Nat21NfK8nJycycOROlFO+//76FUpqnb9++ekcQLzkppAshLG7x4sXPdFwIIYQQQoiXzahRo4iNjWXixIkkJyezd+/eNPf51DQNGxsbJk6cyJdffqlDUiGEENamUaNGrFmzhoCAAFxdXc0ac/ToUQAaN26cldGEEFbg5s2bAOTNm1fnJOJpnJyc8PT0tPiEgO7du7N9+3YWL15M586dWbhwIUWLFk3z3IiICAYPHsxff/1F//796dGjh0WzPo3UFERWkz3ShRBCCCGEEEIInZw4cYLp06ezfft27t69m+Kx/Pnz0759e0aNGkXNmjX1CSiEEMLqBAQE0KhRI4oUKcKxY8coXLhwhudHRkZSt25dIiMjOXDgAPXq1bNQUiH0FxoayubNmwkODub27dvExsZm2BXT2lqF29jYoJQiJCSEKlWqZHhuQkICoaGhfPLJJ+zcuZP69etz+PBhCyW1LGvYNzkjoaGh3L59mzJlylCkSBHdcixbtizDx3/++WcCAgKwt7endevWuLm54ezsjFKKiIgIAgIC2LlzJ3Fxcbi6ujJs2DAAPD09LRFfCKv4WZdCuhBCCCGEEEIIoTNN0wgLC+P27dvA49a7ZcuWlXaVQggh0rR48WI++OADSpQowYwZM+jYsWOq1rzJycls2bKFESNGcP36debOnYuXl5dOiYWwrIcPHzJs2DB+++23VIVz47Y5/z0G6F6YtbW1TfHfT+Z6VtOnT2fkyJGZksva6FVci4yMZN26dQAYDAby5cuX4vELFy7Qo0cPTpw4ATz+vnXq1IlffvkFJycni+U0Mk7EeJq0fibSe0wpRWJiYqZlFCIjUkgXQgghhBBCCCGEEEIIkcrTit7Hjx8nODgYpRROTk7Url07xUrCEydOEBUVBUDNmjWpVasWSim8vb0tEV8I3WiaRtu2bfH19UXTNAoVKkTJkiU5ceIESikaN25MVFQU586dIzExEaUUb7zxhqm1dVrb7VhKZu1r7uHhgY+PT6rC/MtCr+La/PnzGTp0KBUrVuTcuXMpHouLi8PFxYWLFy+mmLyhlKJRo0bs37/fYjmNMuv19CS9J5uYIyIigpCQENN7YIECBXBxcdG1O4B4PtZQSJc90oUQQgghhBBCCCGEEMLKLFmy5KkrCZVSaJpGVFQUe/bsSfHYkytZg4ODCQ4OBpBCunjprV27ll27dqGUYvz48YwdO5bTp09To0YNAPz8/AB48OABixYtYty4cURFRbFo0SIaN26sZ3TGjx+f4r8nTpyIUooPPvgAZ2fndMcppbC3t6dYsWI0bNiQ8uXLZ3XUV9LOnTtRStGlS5dUjy1ZsoTQ0FCUUnTs2JGWLVvi6+vLli1b8Pf3Z/Xq1RbfXzwsLMyi/56eNE1j4cKF/PTTT5w+fTrNc6pWrcqHH37IoEGDpPOXMJusSBdCCCGEEEIIIXQUFBSEr69vmqsm3N3dqVu3rs4JhRBC6KFMmTJZcqP/VSqsiFdT586d2bx5Mw0bNuTgwYNAxqsaAwICaNasGY6Ojpw4cYLixYvrETtNxtbcJ0+epGrVqnrHsRp6rVKtVq0aZ8+e5ffff6dz584pHmvWrBkHDhygZcuW7Nq1y3S8devW+Pr60qlTJzZs2GCxrK+S6OhoOnbsyKFDhwBSbedgZHxPbdiwIVu2bCF//vyWiiiek6xIF0IIIYQQQgghXlEnT57k/fff5+jRo+meM3r0aOrXr8+CBQuoXr26BdMJIYTQ26VLl/SOIES2FBgYiFKKQYMGmXW+m5sbQ4YMYebMmcyePZtp06ZlcULzLV68GICSJUvqnEQA3Lp1C0j9/YiNjeXIkSMopXj//fdTPObl5YWvry/Hjh2zWM6nMbaZL1asGBUrVtQ5zYvRNI1OnTrh7+8PQMGCBfHw8KB+/fqm7RrCw8M5evQoa9as4fbt2xw6dIhOnTqZulMIkZHM3yBBCCGEEEIIIYQQGfL19aVevXocPXoUTdPQNI0cOXJQpEgRihQpQo4cOUzHjxw5Qr169di9e7fesYUQQgghrN7t27cBKFeunOmYnZ2d6e+xsbGpxrRv3x6ArVu3ZnG6Z9O3b1/69u3La6+9pncUAdy9exdIvff4kSNHSEhIQCmFu7t7isfKli0LQGRkpEUymqN58+a89dZbpuJzdrZixQoOHjyIUgqDwcDFixf5+eef8fT0pHXr1rRu3RpPT09++uknLl68SJ8+fdA0jYMHD7Jy5Uq944tsQArpQgghhBBCCCGEBd2+fZvu3bsTFxeHUoqBAwfy119/8eDBA27cuMGNGzd4+PAhR48eZdCgQdja2hIXF0f37t25c+eO3vGFEEIIIaxajhyPG/HmzZvXdOzJv4eHh6caky9fPgCuXr2axekyX0REBN7e3nz77besWbOGhw8f6h3ppeXo6Aikfg3t27cPeLwHt5OTU4rHjJM4jK9La2D8Ol6GjlcrVqwAHrfW/+2331L8rP+Xo6MjS5cupVmzZmiaxvLlyy0VU2RjUkgXQgghhBBCCCEs6McffyQmJoacOXOybds2Fi5ciJubW4qba7a2tri6urJgwQK2bduGnZ0dMTEx/PjjjzomF0IIIYSwfsY9zo1tuAGKFi2Kg4MDQJotts+fPw9AYmKiBRKa78yZM3h4eNCjRw/Taugnbd68mfLly/P+++8zevRo3nvvPapUqcKJEycsnvVVULlyZQC2b9+e4vjvv/+OUopmzZqlGmMsuhcpUiTrA5qpdOnSAC/FpItjx46hlGL48OFmj/nwww8BOH78eFbFEi8RKaQLIYQQQgghhBAWtG3bNtPNnjZt2jz1/NatW/Phhx+iaRrbtm2zQEIhhBDZTVJSErdv3+bq1atcuXIlwz9CvOxq1qwJwMmTJ03HlFLUr18fgLlz56Y4PyEhgRkzZgBY3X7RGzduZN26ddy4cYP8+fOneCwyMpLevXvz8OFD05ZAmqZx9epVOnTowP379/UJ/RJr3749mqaxcOFC5s2bR0hICKNGjeL06dMAdO3aNdUY48SNEiVKWDRrRoxbGfj6+uqc5MVFRUUB/7bQN4fxXONYkXkmTZrEpEmTTFtsmCM6Oto07r8qVapEWFgYFy9ezMyYz0QK6UIIIYQQQgghhAWFhYUB0LFjR7PHGM/V8waCEEII63L79m3Gjx9PzZo1sbe3p0iRIpQpU4ayZcum++fJPaOFeFm1aNECTdNSrRr28vJC0zT27dtH8+bN+fnnn5k+fTr16tUjMDAQpRQeHh46pU7b7t27UUrxzjvvpHps7ty53L9/nxw5cjBjxgyCg4OZPn06NjY23Lhxg0WLFumQ+OU2fPhwihUrRnx8PMOHD6dmzZrMnDkTgAYNGvDWW2+lGrNlyxaUUri5uVk6bro+/fRTChQowKxZswgJCdE7zgsxbstw48YNs8fcvHkTgNdeey1LMr3KJkyYwMSJE4mMjDR7TFRUlGncf+XIkYPXX3+d119/PTNjPhMppAshhBBCCCGEEBb06NEjAPLkyWP2GOO5cXFxWZJJCCFE9nLo0CFcXFyYPHkyJ0+eJCkpKcWK1Iz+CPGy69KlC0op9u7dm2ISYu/evWnbti2apnHgwAE++ugjvvrqK/73v/8BUKtWLUaMGKFX7DQZu0jUrl071WPGduKenp588sknVK9enVGjRjFgwAA0TWPz5s2WjmsxTk5OeHp64unpadF/N1++fPj6+lKnTp0Uv1ebNGnCmjVrUp0fHBxMQEAAAK1atbJo1owULVqUrVu3kjdvXho1asT//d//cenSJb1jPRcXFxcAFi9ebPYY47nGsUJkJMfTTxFCCCGEEEIIIURmKVq0KFeuXOH48ePUrVvXrDHG/fusaW9FIYQQ+rhz5w6dOnXizp07ODo6MnDgQPLnz8+ECRNQSvHLL78QFRVFYGAgmzdv5tGjRzRq1IgBAwboHV0IiyhatCgJCQlomoatrW2KxzZs2MDkyZPx9vY27V2dP39+DAYDU6ZMwd7eXo/I6TKu6nR2dk5x/Pbt25w6dQqlFL169UrxWMeOHVm0aJGp3Xh2Ehoayu3btylTpkyGn3uLFy/OkiVLLBfsCVWqVCEwMJCwsDDCw8MpVqwYZcqUSfd8Y9G2RYsWFkr4dMbuJPHx8dy7d4+xY8cyduxYHB0dyZ8/f6qfmycppQgNDbVU1Kfq1q0b+/btY8OGDUyYMIHx48ejlEr3/G+++cY0CaV79+4WTCrSk5CQAICdnZ3OSdKmNJmGKIQQQgghhBBCWIynpyfLly+nXLlyHDt27KktBe/du0edOnW4ePEiBoOBZcuWWSipEEIIazRx4kQmTpxIrly5CAwMpFq1apw6dYrq1aujlCIpKcl07s2bN+nVqxf79+9n1KhRfPvttzomF8K6REVFkZiYSOHChTMsvOkpV65cJCYm4u/vz5tvvmk6vnHjRrp27UquXLmIiYkhZ86cpseOHTuGq6srdnZ2VtPNKDIyknXr1gFgMBhM7biNLly4QI8ePThx4gTwuFjbqVMnfvnlF5ycnCwd96VnY/P8zar/+z6jt4SEBGrUqMG5c+dQSlGtWjX69etH/fr1cXZ2RilFREQEf/31F0uXLiUkJARN06hSpQrBwcHkyCHrjTOTjY0NSilOnjxJ1apVzRqzatUqevXqRYkSJbh69WoWJ3x28goRQgghhBBCCCEsaPDgwSxfvpywsDCaNm3KL7/8gqura5rnBgYG8v777xMaGopSisGDB1s4rRBCCGvz559/opTCy8uLatWqZXhusWLF+OOPP6hZsybff/89bdq0sapVkULoqUCBAnpHeKoCBQoQGRnJlStXUhTSd+/eDYCrq2uKIjpAYmIiAI6OjpYL+hTr169n+PDhVKxYkaFDh6Z4LC4ujrfffpuLFy+atp/QNI2NGzdy69Yt9u/fr0fkl1rfvn31jpBp7Ozs+PPPP2nZsiVhYWGcOnWKzz77LN3zNU2jXLly/Pnnn1JEzwTpTfLetGkTgYGBGY6Ni4sjNDSUX3/9FaUUbm5uWRHxhcmrRAghhBBCCCGEsKBGjRoxdOhQ5s6dy8mTJ6lfvz7VqlVLc9XEqVOnTOOGDh1Ko0aNdEwuhBDCGly4cAEAd3d307EnV9MmJSWlaMvr4ODAp59+yrBhw5g/f74U0sVLz8vLC6UUkydPplixYmaNuXXrFl988QVKKby9vbM4oflq1qzJrl27WLFiBR4eHgDExsaydu1alFJp/jxfvnwZsK4tgXbu3IlSii5duqR6bMmSJaZJox07dqRly5b4+vqyZcsW/P39Wb16NT169NAhdcaSk5PZu3cvhw8fJjw8nIcPHzJlypQUr7n4+HgSExOxtbUlV65cOqZN6Vn2E88OypQpw//+9z8mTJiAt7c3d+/eTfO8/PnzM3DgQMaNG2dVE02ys379+qXq6KFpGmPGjDH7OTRNw8bGho8//jiz42UKae0uhBBCCCGEEEJYmKZpfPHFF8yYMYPk5GSANG9AwOP2eCNHjmTatGlW23ZUCCGE5eTMmZOkpCQCAgKoU6cOABcvXqRChQoopbhz5w758+dPMSYgIID69etTqlQpU5FNiJfV87QWDg0NpWLFilbXtnrJkiWmiQHdu3encePGrF69Gn9/f2xsbAgJCaFy5copxowaNYoZM2bQpk0b/vzzT52Sp1StWjXOnj3L77//TufOnVM81qxZMw4cOEDLli3ZtWuX6Xjr1q3x9fWlU6dObNiwwcKJM7Z161Y++uijVL9P//uamzt3Lh9++CGOjo7cuHGDPHnyWDrqKyc+Pp6goCBCQkKIiooCHnd2cHFxoW7duqk6OIgX8yLbBMDjzzRubm589dVXtGvXLpNSZS5ZkS6EEEIIIYQQQliYUorp06fj6enJvHnz8PX15fz58ynOqVixIu7u7gwZMgQXFxedkgohhLA2jo6OxMTEmNo3Q8oW1ZcuXaJWrVopxjx69Ah4vE+xECL78PT05Ndff+XgwYOsXbuWtWvXmh7r379/qiI6PG6jrpSiYcOGloyaoVu3bgFQsmTJFMdjY2M5cuQISinef//9FI95eXnh6+vLsWPHLJbTHIsWLeKDDz4wTXotVKgQt2/fTnPC68CBAxkzZgwxMTFs2LCB3r17WzruKydnzpw0aNCABg0a6B3llRAWFmb6u7FtvlKKHTt2ULFixXTHKaWwt7enYMGCKbroWCMppAshhBBCCCGEEDpxcXHh559/Bh6vnoiOjgbAyclJVksIIYRIU4UKFQgKCuLKlSvUq1cPeNyutmjRokRERLB3795UhfSDBw8CyGpIIdJhnGxiTe234fFqzz///JPx48ezdu1awsPDKVasGH379mXs2LGpzt+6dSuXLl1CKWVVqzuNrbb/u3r1yJEjJCQkYGNjk2K7CoCyZcsC1jUB6Pz58wwbNgyAFi1a8NNPP1G5cuV0V+XmzJmTd999F29vb3bu3GnVhfSIiIg0V3Fb0xYBwvq8/vrraR4vXrx4uo9lNy+25l4IIYQQQgghhBDPZP78+aYbVE/KmTMnRYoUoUiRIlJEF0IIka769esDj9u1P6lt27Zomsb06dNTdDk5cuQI3333HUop3NzcLJpViOzC398fsK59xY3y5MnD999/z+XLl4mLi+PSpUtMnDiRHDlSr5Ns1KgRYWFhXLx4kbp16+qQNm3G/ajDw8NTHN+3bx8AVatWxcnJKcVjdnZ2AGl+nXqZOXMmiYmJVKtWjT/++CPNjgD/1aRJEwCOHz+e1fGemaZpLFiwgOrVq1O8eHFat25Nz5496dmzJ61bt6Z48eJUr16dhQsXIrtEC3MkJyeTlJRk9rYa2YH1/AYSQgghhBBCCCFeAUOHDuXjjz+mTZs2GAwGOnXqhL29vd6xhBBCZBNt2rTh559/Zv369Xz77bem4yNGjGD58uVERkZSrVo1atasyYMHDzh//jxJSUkopfj44491TC5E1pg0aVKax+fOnYuzs3OGY+Pi4ggNDWXz5s0opWjUqFFWRLQYJyenVAVpa1C5cmX++usvtm/fnmKl/O+//45SimbNmqUaYyy6W9Pkhj179qCU4pNPPjF74muFChUAuHr1alZGe2bR0dF07NiRQ4cOAaRbKD99+jRDhgzht99+Y8uWLeTPn9+CKZ9NcHAwBw4c4OLFi9y7d4+kpKQMz1dK4e3tbaF0IruSQroQQgghhBBCCGFhCQkJbNu2jW3btuHo6Ejnzp0xGAy4u7un2xpSCCGEgMeFdE9PT5KSkggLCzO1P3ZxcWHevHkMGTKExMREgoKCUoybMGECbdu21SOyEFlqwoQJqfan1jSNefPmmf0cmqZhb2/PZ599ltnxBNC+fXuOHDnCwoULqVKlCk2aNGHJkiWcPn0apRRdu3ZNNca4N3qJEiUsHTdd165dA6BmzZpmjzFuqfHw4cMsyfQ8NE2jU6dOpk4MBQsWxMPDg/r161O0aFHg8USGo0ePsmbNGm7fvs2hQ4fo1KkTfn5+ekZP07lz5/Dy8uLIkSNmj9E0TQrpWcT4Ws+dO3eaj8+ZM8f0uipbtixDhgyhQ4cOloz4TJQm/RiEEEIIIYQQQgiLOXLkCD4+Pqxdu9a056Px5q+zszM9e/akV69e0n5XCCHEczl37hxLlizh1KlTJCYmUrFiRfr06YOrq6ve0YTIEv+dhGj8XGVO6cPe3p5ixYrRsGFDRo0a9UwFUks7f/48y5Yt4/Dhw4SHhxMbG8uOHTtMK54BQkJCuHLlCnny5ElzlbdeYmJiqFq1Kjdv3kwx6UHTNBo2bMjBgwdTjalfvz6BgYF8+umnfP/995aMm668efPy8OFD9u3bZ2rZDo9fg0opTp48maql9Z49e3B3d6dgwYLcunXL0pHT5OPjQ58+fVBK0atXL+bOnUvevHnTPPf+/fsMGzaM3377DaUUy5cv57333rNw4vRdv36dOnXqcPv2bdPPvKOjI05OTmZNUA4LC8vqiK+ULVu20LlzZxwdHbl27Vqq15WXlxdLly4F/p3MADB58mS++uori+c1h6xIF0IIIYQQQgghLOjNN9/kzTffZNasWfj6+uLj48PGjRu5f/8+ERERzJ49m9mzZ1O+fHl69+5Nr169UtwgFUIIITJSqVIlpk6dqncMISwmOTk5xX8bi5ohISEvxT69ycnJfP755/z4448kJyebioVKKeLj41Oce+XKFd555x1y5MhBWFiY1azmzpcvH76+vvTp08e00hwe7x++cuXKVOcHBwcTEBCAUopWrVpZMmqGSpQowfnz57l48WKKQnpGjJMEypUrl5XRnsmKFSsAaNasGb/99luG5zo6OrJ06VKuXLmCn5+f1RXSp0yZwq1bt1BKMXDgQEaNGsUbb7yhd6xX1o4dO9A0jY4dO6Yqoh88eJAlS5aglCJ37ty88cYbnD17ltjYWMaNG0eHDh1wcXHRKXn6pF+cEEIIIYQQQgihA1tbW9q0acOyZcuIjIxk1apVdOjQATs7OzRN48KFC0ycOJFKlSpRv3595syZY1rBLoQQQggh0la6dGlKly5t9h7W1m7w4MHMnDmTpKQkihcvTrdu3dI9t127dpQtW5akpCTWrVtnwZRPV6VKFQIDAwkNDcXf35+LFy/i5+dH8eLF0zx/8eLF/Prrr7Ro0cLCSdPXvHlzNE0zrah9mpiYGObPn49Syqq+jmPHjqGUYvjw4WaP+fDDDwE4fvx4VsV6Ltu3b0cphaenJwsXLpQius6OHDmCUoq33nor1WMLFy4EoHjx4pw5c4agoCDOnj1LqVKlSE5OZsGCBZaOaxYppAshhBBCCCGEEDqzt7fHw8ODTZs2cfPmTRYsWEDTpk2Bxy3vAgIC+OSTTyhVqpTOSYUQQgghrNuXX35JUFDQS9HRZ/fu3aY9nEePHs2lS5dYs2ZNhmO6d++Opmns2bPHEhGfWdmyZWnQoAFlypRJ95yaNWvSt29f+vbti52dneXCPcXgwYNRSuHn58eSJUsyPPfOnTt07tyZ8PBwcuTIwQcffGCZkGaIiooCHn8vzGU81zjWWty4cQMAT09PnZMIwDTxu1KlSqkeM056+PDDDylZsiQApUqV4sMPP0TTNPz8/Cya1VxSSBdCCCGEEEIIIayIk5MTgwYNYt++fVy5coVvv/2W/Pnzo2kaiYmJescTQgghhLBqQ4cOpXjx4nTq1InVq1fz6NEjvSM9N+MKznbt2jF58mRsbW2fOqZevXoAnDp1KkuzvYpq167Nxx9/jKZpDBgwgB49eqSY2HDo0CFWrFjBsGHDqFChAvv370cpxdixY3n99dd1TJ5Svnz5gH+L0Oa4efMmAK+99lqWZHpeTk5OAOTPn1/fIAKAW7duAaRq637q1Clu374NQKdOnVI85urqCsDly5ctkPDZyR7pQgghhBBCCCGEFQoJCcHHx4eVK1cSExOjdxwhhBAWZiyYKaVSTKQyp5CWnv8+lxAvq/j4eLZu3crWrVtxdHSkc+fOGAwG3N3dsbHJPusLDx8+jFKKAQMGmD3GuNIzPDw8q2K9kOTkZPbu3cvhw4cJDw/n4cOHTJkyhWLFipnOiY+PJzExEVtbW3LlyqVj2tR++OEH4uLimDdvHuvWrWPdunUopYDHK9aNjHvZf/LJJ4wZM0aXrOlxcXHBz8+PxYsX0759e7PGLF682DTWmri6uvLHH3/w999/U7t2bb3jvPKMn1H+27ng4MGDABQuXDjVanXjZAhrnfSUfd4xhBBCCCGEEEKIl5xxBXrNmjWpWbMm06dP58qVK2iahoODA927d9c7ohBCCAvRNM30J73jz/NHiJfdoUOHGDZsGIULF0bTNO7du8fy5ct5++23KVGiBJ9++ikBAQF6xzSLsU1yRm3Q/8vYCt0aJ81s3bqVChUq0Lp1a8aPH8+8efNYunQp0dHRKc775ZdfyJs3L87Ozjx48ECntGlTSvHzzz+zY8cOmjdvjlIqzd+zDRo0YNu2bcyYMUPnxKl169YNTdPYsGEDEyZMeOp7wzfffMPvv/+OUsrqrkc++ugjNE0zdW8Q+ipRogQAJ06cSHF827ZtKKVo0qRJqjHGSeOFChXK8nzPQ2ny6UkIIYQQQgghhNBNdHQ0a9aswcfHh0OHDqW4AWdra0uLFi0wGAx07doVR0dHndMKIYSwlIkTJ5r+Pn78+DSPP48nn0uIl1lSUhK+vr74+PiwceNG7t+/D2BaPVy+fHl69+5Nr169rHY/9YIFC3L37l22b99Oq1atTMdtbGxQSnHy5EmqVq2aYsyWLVvo1KkTRYsWfabW3Vlt0aJFfPDBB6bPuYUKFeL27dtpfh3x8fEULVqUmJgYli5dSu/evfWK/VT37t3j+PHjREZGkpSURMGCBalVq5bVFgUBEhISqFGjBufOnUMpRbVq1ejXrx/169fH2dkZpRQRERH89ddfLF26lJCQEDRNo0qVKgQHB5Mjh3U1u/7qq6/49ttvGTx4MLNnzzZNJhGWN3DgQH799VfKlSvHkSNHKFSoEAEBATRq1IikpCQWLFjAwIEDU4xZsGABQ4YMoXbt2gQFBemUPH1SSBdCCCGEEEIIISwsNjaWTZs2sWLFCnbu3ElCQgLwbwtIV1dXDAYDPXv2pEiRInpGFUIIIYTI9h49esTmzZvx8fFhx44dxMfHA/8W1V1dXenduzc9evTA2dlZz6gpuLm5cezYMWbMmMHHH39sOp5RIX3o0KHMnz+fli1bsmvXLktHTtP58+epVq0aSUlJvPXWW/z0009Urlw5w69j0KBBeHt707t3b5YtW6ZT8pfXpUuXaNmyJWFhYaafg/Romka5cuXYs2cPpUuXtlBC8xhfGwsXLuTw4cMUK1aMbt26UblyZXLnzv3U8Z6enlkd8ZVy7Ngx6tWrh6Zp5MmThzfeeIPTp0/z6NEjChQoQFhYWKr903v06MG6devo1asXv/32m07J0yeFdCGEEEIIIYQQwoL69OnDpk2bTG0qjZfl5cuXx2AwYDAYqFixop4RhRBCCCFeWtHR0axbtw4fHx8OHDhg+iymlCJHjhzExcXpnPBfX3/9NVOnTqVChQqcPXvWtL97egXo06dP4+rqSlxcHN9//z2ffvqpXtFTMBb3XVxcCAwMJGfOnEDGEwKWLVtGv379qFatGidPntQjdiqTJk0CHn895q44j46OZs6cOQCMGzcuy7I9jwcPHjBhwgS8vb25e/dumufkz5+fgQMHMm7cOKvsjmV8DT0PpZRVboGQ3c2cOZPPPvuM5ORk0zE7OztWrVpFly5dUpwbExNDiRIliI2NZeHChQwYMMDScZ9KCulCCCGEEEIIIYQFGW+AAjg7O9OjRw8MBgP16tXTMZUQQgghxKvn+vXrrFixgqlTp3L37l2UUiQlJekdyyQiIoIKFSrw8OFDBgwYwNy5c8mRI0eaBehdu3bRv39/bty4QcGCBQkLC7OawmflypU5f/48ixYtwsvLy3Q8o0L6oUOHaNy4Ma+99lq6RV5LyyhvekJDQ6lYsaLVvbaeFB8fT1BQECEhIURFRQFQoEABXFxcqFu3rmnigzV68trqWVnz9yS7O3nyJOvWrSM8PJxixYrx3nvvUalSpVTnbdq0iVmzZgGwatUqq+zGZl0bGQghhBBCCCGEEC+5PHny0KVLFwwGA+7u7tja2uodSQghhBDilRMSEoKPjw8rV64kJiZG7zhpKlKkCPPnz8fT0xNvb2927NhB+/btTY//+OOPaJqGv78/Z8+eRdM0bGxsWLJkidUU0QGuXbsGQM2aNc0ekydPHgAePnyYJZnEv3LmzEmDBg1o0KCB3lGeWVhYmN4RRBqqV69O9erVn3pep06d6NSpkwUSPT8ppAshhBBCCCGEEBYUGRmJg4OD3jGEEEJYuazaE1j2gxWvsitXrrBy5UpWrFhBSEgI8O82Ow4ODnTo0EHPeGkyGAzY2dkxePBgrl69yoIFC0ytrH/55Rfg36/B0dGRpUuXpii2WwNj3mcpit+5cweAfPnyZUkmS0lISAAet7YWme/111/XO4J4yUkhXQghhBBCCCGEsCApogshhDBHv379nnvf1/QopaSQLl450dHRrFmzBh8fHw4dOoSmaabCs62tLS1atMBgMNC1a1erWsX9JA8PD1q2bMncuXPZsmULJ06cSLG3c7Vq1ejYsSMff/wxzs7OOiZNW4kSJTh//jwXL16kSZMmZo05ePAgAOXKlcvKaFnuxIkTABQuXFjfIELo5Nq1a4SHh/Pw4UPc3Nyy3fWwFNKFEEIIIYQQQgghhBDCChmLfUKIZxMbG8umTZtYsWIFO3fuNK0KNv5Mubq6YjAY6Nmzp1XuyZuWggULMnbsWMaOHUtycjJRUVEkJSVRoEABq1/t3Lx5c/7++2+WLl1K3759n3p+TEwM8+fPRylFixYtLJAwbel1Btm0aROBgYEZjo2LiyM0NJRff/0VpRRubm5ZEfGFBQcHc+DAAS5evMi9e/eeume4Ugpvb28LpRPZ1b1795g+fTpLlizhxo0bpuMnT56katWqpv9etWoV69evJ1++fCxatEiPqE+lNPk0JoQQQgghhBBCCCGEEFbl8uXL6T4WHR3N4MGDCQgIwMXFhb59+1KvXj1TQTAiIoKAgACWLl3KyZMncXNzY8GCBTg5OUkbXPHS69OnD5s2beLBgwfAv8Xz8uXLYzAYMBgMVKxYUc+Ir5zjx4/j6uoKgLe3N/369QPAxsYGpVSK4tqdO3fo1q0bfn5+2NnZ8ffff+v2e8uYz8j4WnqWbiHGfet3795Ns2bNMj3j8zp37hxeXl4cOXLE7DGapqGUemqxXbzazp8/T7t27bh48WKKCYH//VkHuHTpEhUqVEDTNPz8/GjcuLEekTMkhXQhhBBCCCGEEEIIIYTIJuLj42nYsCHHjx9n4sSJfP311+kWdTRN4//+7/8YO3YsdevWxd/fn5w5c1o4sRCWZWNjY/q7s7MzPXr0wGAwUK9ePR1TiREjRjBr1iyUUnTr1o13332Xnj17opRiwYIF5M6dG39/f1asWME///wDwMSJExkzZoxumZ98LT2PnDlz4ubmxldffUW7du0yKdWLu379OnXq1OH27dumQqejoyNOTk5mfc1hYWFZHTGVrOhMoJRi9+7dmf68r7JHjx5Ro0YNLly4QJ48eRg2bBhNmzblnXfeSbOQDtCqVSv27NnDyJEjmT59uk7J0yet3YUQQgghhBBCCCGEECKbmDNnDseOHcPDw+OpBSalFF9//TUnT55k7dq1/Pjjj3z22WcWSiqEPvLkyUOXLl0wGAy4u7tja2urd6TnlpCQwPnz54HHK+pz5cqV4vFHjx7x9ddfs2bNGm7fvk3ZsmUZMmQIH374oR5xM/TDDz8QFxfHvHnzWLduHevWrTNNAho8eLDpPGNh95NPPtG1iA4pC8aaplGuXDmUUuzYsSPDrgZKKezt7SlYsKBVvv6mTJnCrVu3UEoxcOBARo0axRtvvKF3rAzt27cPpVSmbHlifJ5n6SwgzDNv3jxTEf3AgQPUqlXrqWPefvttdu/ezeHDh7M+4HOQQroQQgghhBBCCCGEEEJkEytWrEApZWqNbI7+/fuzZs0aVq1aJYV08dKLjIzEwcFB7xiZYsOGDbz33nsUKFCAa9eupXq8S5cu7Ny501RcPHv2LJ988gnnzp3jp59+snTcDCml+Pnnn+ncuTPTpk3Dz8+P5OTkVOc0aNCAMWPG8Pbbb+uU9F/ptZQvXrx4tt4mY/v27Sil8PT0ZOHChXrHMUvTpk2l8J0NrF+/HqUUH3/8sVlFdICaNWsCmCYNWRsppAshhBBCCCGEEEIIIUQ2ERoaCmDaD90czs7OKcYK8TJ7WYroADt27EDTNDp37pxqNfq2bdvYsWMHSilKliyJm5sbR48e5fr168ybN49evXrRsGFDnZKnr1WrVrRq1Yp79+5x/PhxIiMjSUpKomDBgtSqVYtChQrpHTFd/y38Z1c3btwAwNPTU+ck5tu3b5/eEYQZzpw5A0Dr1q3NHlOwYEEA7t69mxWRXpgU0oUQQgghhBBCCCGEECKbMK48PX/+PLVr1zZrjHGVV2a0xBVCWM6xY8dQStGsWbNUj/3666/8f3t3HldVnfh//H2ugrjgmrimqeGWS+6pIWamjoa5ooma2uK4zTTZYlbaaE6ONdq3xSWzcgFNayzQFNJE09xwG0AzJLdMQAR3QZbz+8MfV4jFKwL3cn09Hw8eDzznfA7vK3Bt5n0+n48kNWzYUHv27JG7u7suXryoTp066ZdfftFnn33mkEV6Bnd3d3Xp0sXeMe5JlSpVUlxcnCpWrGjvKHAyV65ckSSVK1fO5jHJycmSJBcXl0LJdLcs9g4AAAAAAAAAALBNkyZNJEkffPCBTbMj09PTNW/evCxjARQPcXFxkqQHH3wwy/H09HRt3rxZhmFo0qRJcnd3lyRVqFBBEydOlGmaDrXf8IwZMzRjxgzFx8fbPCYxMdE6DgWrbdu2kqRff/3VzkngbDJml584ccLmMZGRkZKk6tWrF0aku8aMdAAAAAAAAAAoJkaOHKk9e/Zo9+7d6tevnz799NNc/8/n2NhYjR07Vrt377buhwug+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+"
+class="
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="Accuracy-averaged-over-all-models-for-each-dataset">Accuracy averaged over all models for each dataset<a class="anchor-link" href="#Accuracy-averaged-over-all-models-for-each-dataset">&#182;</a></h1>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[69]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">fig</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span><span class="mi">8</span><span class="p">))</span>
+<span class="n">order</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">dataset_type</span><span class="o">.</span><span class="n">keys</span><span class="p">())</span>
+<span class="n">ax</span> <span class="o">=</span> <span class="n">sns</span><span class="o">.</span><span class="n">barplot</span><span class="p">(</span>
+    <span class="n">x</span><span class="o">=</span><span class="s2">"dataset"</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s2">"acc1"</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span><span class="n">df</span><span class="p">,</span>
+    <span class="n">order</span><span class="o">=</span><span class="n">order</span>
+<span class="p">)</span>
+<span class="n">ax</span><span class="o">.</span><span class="n">set_xticklabels</span><span class="p">(</span><span class="n">ax</span><span class="o">.</span><span class="n">get_xticklabels</span><span class="p">(),</span><span class="n">rotation</span> <span class="o">=</span> <span class="mi">90</span><span class="p">)</span>
+<span class="n">ax</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
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+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+<div class="jp-OutputArea-child">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+<div class="jp-RenderedText jp-OutputArea-output" data-mime-type="application/vnd.jupyter.stderr">
+<pre>/home/rom1504/CLIP_benchmark/.env/lib/python3.8/site-packages/seaborn/algorithms.py:98: RuntimeWarning: Mean of empty slice
+  boot_dist.append(f(*sample, **func_kwargs))
+/home/rom1504/CLIP_benchmark/.env/lib/python3.8/site-packages/numpy/lib/nanfunctions.py:1559: RuntimeWarning: All-NaN slice encountered
+  r, k = function_base._ureduce(a,
+</pre>
+</div>
+</div>
+<div class="jp-OutputArea-child jp-OutputArea-executeResult">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[69]:</div>
+
+
+
+
+<div class="jp-RenderedText jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/plain">
+<pre>&lt;AxesSubplot:xlabel=&#39;dataset&#39;, ylabel=&#39;acc1&#39;&gt;</pre>
+</div>
+
+</div>
+<div class="jp-OutputArea-child">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
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+"
+class="
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="Average-accuracy-on-each-dataset-type-for-each-model">Average accuracy on each dataset type for each model<a class="anchor-link" href="#Average-accuracy-on-each-dataset-type-for-each-model">&#182;</a></h1>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[70]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">fig</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span><span class="mi">8</span><span class="p">))</span>
+<span class="n">order</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">dataset_type</span><span class="o">.</span><span class="n">keys</span><span class="p">())</span>
+<span class="n">ax</span> <span class="o">=</span> <span class="n">sns</span><span class="o">.</span><span class="n">barplot</span><span class="p">(</span>
+    <span class="n">x</span><span class="o">=</span><span class="s2">"dataset_type"</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s2">"acc1"</span><span class="p">,</span> 
+    <span class="n">data</span><span class="o">=</span><span class="n">df</span><span class="p">,</span>
+    <span class="n">hue</span><span class="o">=</span><span class="s2">"model_fullname"</span><span class="p">,</span>
+    <span class="n">ci</span><span class="o">=</span><span class="kc">None</span>
+<span class="p">)</span>
+<span class="n">ax</span><span class="o">.</span><span class="n">set_xticklabels</span><span class="p">(</span><span class="n">ax</span><span class="o">.</span><span class="n">get_xticklabels</span><span class="p">(),</span><span class="n">rotation</span> <span class="o">=</span> <span class="mi">90</span><span class="p">)</span>
+<span class="n">ax</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+<div class="jp-OutputArea-child">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+<div class="jp-RenderedText jp-OutputArea-output" data-mime-type="application/vnd.jupyter.stderr">
+<pre>/tmp/ipykernel_1726463/3962520228.py:3: FutureWarning: 
+
+The `ci` parameter is deprecated. Use `errorbar=None` for the same effect.
+
+  ax = sns.barplot(
+</pre>
+</div>
+</div>
+<div class="jp-OutputArea-child jp-OutputArea-executeResult">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[70]:</div>
+
+
+
+
+<div class="jp-RenderedText jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/plain">
+<pre>&lt;AxesSubplot:xlabel=&#39;dataset_type&#39;, ylabel=&#39;acc1&#39;&gt;</pre>
+</div>
+
+</div>
+<div class="jp-OutputArea-child">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,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cpSkC+L9U0Dfn5+ludOTk6aMWOGJecrr7xSYaH65s2bWrhwYanjxe9VkjIyMirMaq/ia2RmZio7O9umMY0aNdKLL74oSfrkk0/0j3/8Q5I0ZswYm2e4x8XFac2aNaWO5+TkaOLEiZKKPsfi58WeeeYZBQcHS5Lee++9Ms9hLTU1VfHx8TZlAgAAAADYxzAr+h86AAAAAAAPsRs3bqhLly46d+6cpKJZya+88oq8vb2VlpamefPmKTk5WYGBgZbl0k+fPq127dpJKpplXFwAbdKkiaZPn66QkBB5eHgoJSVFH374odLT09W3b1/LcujW44v9+c9/1vjx4yVJr7/+ukaOHGnZk9vV1VVt27aVJK1du1b/9m//Jkny9fXVG2+8oV69ekmSkpKSNG/ePF26dElPPfWU9u3bJ0mlCvOGYahly5YaNmyY+vTpow4dOsjDw0OXL1/W3//+d3388ce6c+eOGjZsqBMnTpTY89s0TUVFRWndunWSpA4dOmjixIkKDg6Wp6enbt68qX/+85/atWuX4uLi5OHhUWJWuyRlZ2fL29tbubm56tmzp37/+9+rbdu2cnIqute/VatWqlev3o/+s7S2Y8cORURESJJGjBihKVOmqHnz5pb2jh07ljkuKSlJffv2tbx2cnLS6dOn1aZNm3KvNWfOHL311luSpMDAQB06dEgTJ07U8OHD1bhxYx09elRz587VyZMnJUlTpkzR/PnzS50nIyNDwcHBlv3tIyMj9dJLL8nf31/Ozs7KzMzUoUOHFB8fr/3792vatGl6//33f+QnAwAAAACwFYV0AAAAAECddvz4cQ0aNKjcvanHjBmj/v37W2av318If/vttzV79uxyzz9t2jR16dKl3PFS0Yzlbt266dSpU6XGt23bVmfOnLG8jomJsSw7fj9nZ2d98MEHysrKshR3yyqkV8bT01Off/65nn322VJt9+7d02uvvabFixdXOHteKprRXtZ7+s1vfqM//OEPZY7ZuXOnwsLCKs1YkcLCQvXt21f79+8vs72i3J07d9aJEyckSREREeUu61/MupB+6tQpDRw4UKdPny6zb1RUlD7//HO5uLiU2Z6WlqaoqCjLEvAVeeuttzRr1qxK+wEAAAAA7MPS7gAAAACAOq1z5846fvy4/uu//kv+/v5yd3dX8+bNFR4ertWrV5dbtC42a9Ysbdq0Sc8884y8vLzk5uam1q1ba9iwYdq+fbtNs4YbNmyopKQkvfbaa3riiSdUv379cvt+9tlnWrlypfr166dGjRrJ3d1dbdu21ahRoyznqMixY8c0d+5cRUZGKiAgQM2aNZOzs7OaNGmip556SrNnz9bJkyfLLKJLRTPkFy1apCNHjmjKlCnq2rWrPD095ezsLE9PT3Xv3l1jx47V2rVr9e2335Z5jt///vdasmSJ+vXrp6ZNm8rZ2bnSz+jHcHJy0vbt2zVz5kx169ZNDRs2tHl59pEjR1qex8TE/Kjr+vn5KSUlRTNmzLD8OXp6eio0NFSrVq3S2rVryy2iS9Jjjz2mw4cPa/Xq1YqKilKbNm1Ur149ubm5ycfHR2FhYZo5c6ZSUlIoogMAAABAFWNGOgAAAAAAwP/3y1/+UqtXr5aXl5cuXrwod3f3Cvtbz0jnKxYAAAAAeHgwIx0AAAAAAEDS9evXLfu///KXv6y0iA4AAAAAeHhRSAcAAAAAAJA0f/583blzR5I0adIkB6cBAAAAADhS+RtzAQAAAAAAPMTy8/N15swZ3b17Vzt37tTvfvc7SdLQoUPVuXNnB6cDAAAAADgShXQAAAAAAFBjXL9+XefOnbNrbJcuXX5U/3Pnzsnf37/EMU9PT82bN8+u6wMAAAAAHh4U0gEAAAAAQI2xfv16RUdH2zXWNE27r+vt7a2nn35a77zzjjp06GD3eQAAAAAADwfDfJD/ZQIAAAAAAPyEYmNjHVJIBwAAAADAGoV0AAAAAAAAAAAAAACsODk6AAAAAAAAAAAAAAAANQmFdAAAAAAAAAAAAAAArFBIBwAAAAAAAAAAAADACoV0AAAAAAAAAAAAAACsUEgHAAAAAAAAAAAAAMAKhXQAAAAAAAAAAAAAAKxQSAcAAAAAAAAAAAAAwAqFdAAAAAAAAAAAAAAArFBIBwAAAAAAAAAAAADACoV0AAAAAAAAAAAAAACsUEgHAAAAAAAAAAAAAMAKhXQAAAAAAAAAAAAAAKxQSAcAAAAAAAAAAAAAwAqFdAAAAAAAAAAAAAAArFBIBwAAAAAAAAAAAADACoV0AAAAAAAAAAAAAACsUEgHAAAAAAAAAAAAAMAKhXQAAAAAAAAAAAAAAKz8P0uAPzDuLmEZAAAAAElFTkSuQmCC
+"
+class="
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="Grouping-over-architecture-for-each-dataset">Grouping over architecture for each dataset<a class="anchor-link" href="#Grouping-over-architecture-for-each-dataset">&#182;</a></h1>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[71]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">fig</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span><span class="mi">8</span><span class="p">))</span>
+<span class="n">order</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">dataset_type</span><span class="o">.</span><span class="n">keys</span><span class="p">())</span>
+<span class="n">ax</span> <span class="o">=</span> <span class="n">sns</span><span class="o">.</span><span class="n">barplot</span><span class="p">(</span>
+    <span class="n">x</span><span class="o">=</span><span class="s2">"dataset"</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s2">"acc1"</span><span class="p">,</span> 
+    <span class="n">data</span><span class="o">=</span><span class="n">df</span><span class="p">,</span>
+    <span class="n">order</span><span class="o">=</span><span class="n">order</span><span class="p">,</span>
+    <span class="n">hue</span><span class="o">=</span><span class="s2">"model_arch"</span><span class="p">,</span>
+    <span class="n">ci</span><span class="o">=</span><span class="kc">None</span>
+<span class="p">)</span>
+<span class="n">ax</span><span class="o">.</span><span class="n">set_xticklabels</span><span class="p">(</span><span class="n">ax</span><span class="o">.</span><span class="n">get_xticklabels</span><span class="p">(),</span><span class="n">rotation</span> <span class="o">=</span> <span class="mi">90</span><span class="p">)</span>
+<span class="n">ax</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+<div class="jp-OutputArea-child">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+<div class="jp-RenderedText jp-OutputArea-output" data-mime-type="application/vnd.jupyter.stderr">
+<pre>/tmp/ipykernel_1726463/1808378620.py:3: FutureWarning: 
+
+The `ci` parameter is deprecated. Use `errorbar=None` for the same effect.
+
+  ax = sns.barplot(
+</pre>
+</div>
+</div>
+<div class="jp-OutputArea-child jp-OutputArea-executeResult">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[71]:</div>
+
+
+
+
+<div class="jp-RenderedText jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/plain">
+<pre>&lt;AxesSubplot:xlabel=&#39;dataset&#39;, ylabel=&#39;acc1&#39;&gt;</pre>
+</div>
+
+</div>
+<div class="jp-OutputArea-child">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
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+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[72]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">fig</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span><span class="mi">8</span><span class="p">))</span>
+<span class="n">order</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">dataset_type</span><span class="o">.</span><span class="n">keys</span><span class="p">())</span>
+<span class="n">d</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
+<span class="n">ax</span> <span class="o">=</span> <span class="n">sns</span><span class="o">.</span><span class="n">barplot</span><span class="p">(</span>
+    <span class="n">x</span><span class="o">=</span><span class="s2">"dataset"</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s2">"acc1"</span><span class="p">,</span> 
+    <span class="n">data</span><span class="o">=</span><span class="n">d</span><span class="p">,</span>
+    <span class="n">order</span><span class="o">=</span><span class="n">order</span><span class="p">,</span>
+    <span class="n">hue</span><span class="o">=</span><span class="s2">"pretrained"</span><span class="p">,</span>
+    <span class="n">ci</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+<span class="p">)</span>
+<span class="n">ax</span><span class="o">.</span><span class="n">set_xticklabels</span><span class="p">(</span><span class="n">ax</span><span class="o">.</span><span class="n">get_xticklabels</span><span class="p">(),</span><span class="n">rotation</span> <span class="o">=</span> <span class="mi">90</span><span class="p">)</span>
+<span class="n">ax</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+<div class="jp-OutputArea-child">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+<div class="jp-RenderedText jp-OutputArea-output" data-mime-type="application/vnd.jupyter.stderr">
+<pre>/tmp/ipykernel_1726463/2499478613.py:4: FutureWarning: 
+
+The `ci` parameter is deprecated. Use `errorbar=None` for the same effect.
+
+  ax = sns.barplot(
+</pre>
+</div>
+</div>
+<div class="jp-OutputArea-child jp-OutputArea-executeResult">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[72]:</div>
+
+
+
+
+<div class="jp-RenderedText jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/plain">
+<pre>&lt;AxesSubplot:xlabel=&#39;dataset&#39;, ylabel=&#39;acc1&#39;&gt;</pre>
+</div>
+
+</div>
+<div class="jp-OutputArea-child">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img 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
+"
+class="
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="Best-results-from-each-pre-training-source">Best results from each pre-training source<a class="anchor-link" href="#Best-results-from-each-pre-training-source">&#182;</a></h1>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[73]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">fig</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span><span class="mi">8</span><span class="p">))</span>
+<span class="n">order</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">dataset_type</span><span class="o">.</span><span class="n">keys</span><span class="p">())</span>
+<span class="n">d</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
+<span class="n">ax</span> <span class="o">=</span> <span class="n">sns</span><span class="o">.</span><span class="n">barplot</span><span class="p">(</span>
+    <span class="n">x</span><span class="o">=</span><span class="s2">"dataset"</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s2">"acc1"</span><span class="p">,</span> 
+    <span class="n">data</span><span class="o">=</span><span class="n">d</span><span class="p">,</span>
+    <span class="n">order</span><span class="o">=</span><span class="n">order</span><span class="p">,</span>
+    <span class="n">hue</span><span class="o">=</span><span class="s2">"pretrained"</span><span class="p">,</span>
+    <span class="n">estimator</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">max</span><span class="p">,</span>
+    <span class="n">ci</span><span class="o">=</span><span class="kc">None</span>
+<span class="p">)</span>
+<span class="n">ax</span><span class="o">.</span><span class="n">set_xticklabels</span><span class="p">(</span><span class="n">ax</span><span class="o">.</span><span class="n">get_xticklabels</span><span class="p">(),</span><span class="n">rotation</span> <span class="o">=</span> <span class="mi">90</span><span class="p">)</span>
+<span class="n">ax</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+<div class="jp-OutputArea-child">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+<div class="jp-RenderedText jp-OutputArea-output" data-mime-type="application/vnd.jupyter.stderr">
+<pre>/tmp/ipykernel_1726463/2264146503.py:4: FutureWarning: 
+
+The `ci` parameter is deprecated. Use `errorbar=None` for the same effect.
+
+  ax = sns.barplot(
+</pre>
+</div>
+</div>
+<div class="jp-OutputArea-child jp-OutputArea-executeResult">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[73]:</div>
+
+
+
+
+<div class="jp-RenderedText jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/plain">
+<pre>&lt;AxesSubplot:xlabel=&#39;dataset&#39;, ylabel=&#39;acc1&#39;&gt;</pre>
+</div>
+
+</div>
+<div class="jp-OutputArea-child">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img 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4747bffCrWu/MotbWlpaejduzdev34NHR0d/PDDD+jatSsqV64Mc3Nz6OnpAcjuar1ixYoAoLa1elGRLVifPXs2evXqlaflDA0NlU4v7DEnIiIiIvqafbUF6R9DYmIiTp48CQBo06YN7O3tlYbr0aMHTExMkJCQgH379rEgnYiIiIiIiIg07uXLlyhbtqza+UB24WtBesuztLRETEwM0tLSULNmzQKnsyicOnVKHI/cx8cHI0aMUBpOtjV3cbC0tBR/6+joFGg/yh476TFVJbf5RERERERfM63iTsCXLDQ0FGlpaQCAFi1aqAynq6uLb775RlwmPT39o6SPiIiIiIiIiL4eoaGheZrv6OioMD56XtStWxdA9ljp0u8hBVEUrahv3rwp/u7Tp4/KcNJx3otLhQoVYGpqCgA4f/58geKoWLEiSpYsCSDvx5yIiIiIiBSxIL0IRUZGir+rVq2qNqx0fkZGBu7du1ek6SIiIiIiIiKir8/GjRtVzgsNDcWNGzcAZPeqVxBdunQBALx79w5+fn4FigMA9PX1AQCpqakFjiOnjIwM8XdycrLSMFlZWVi7dq3G1lkQJUqUgJubGwDg+PHjuHXrVr7j0NbWhqurqxjH8+fPlYbLyspSmyeIiIiIiL52LEgvQk+fPhV/q+rWXUq2a7UnT57kez3q/lS9MBERERERERHR12P//v3YtWuXwvSkpCSMGjUKAKClpSX+zq8hQ4aI3zcmT56Ms2fPqg0fHByMM2fOKEy3tbUFADx48KBA6VDG0dFR/O3v7680zPTp0xEeHq6xdRbU9OnTUaJECWRlZaFnz55y35dyyszMxNatWxXCjB49GkB2ZYRRo0bJjb0utWDBAkRERGg28UREREREXxCOkV6EEhMTxd9GRkZqwxoaGoq/k5KS8rUedeObEREREREREREBgLOzM/r3748zZ86gZ8+eMDExwfXr17Fo0SLcuXMHADBmzBjUqlWrQPHr6elh165dcHV1RVJSElq1aoW+ffuiW7ducHBwQFZWFp4/f46wsDDs27cPERERWLFihcJweI0bN8bp06cRGhqKhQsXomPHjuJ3k5IlS6JMmTL5Tlv79u1hY2OD2NhYzJw5E9HR0ejevTusrKxw//59rF27FidPnkSTJk0K3KW6pjg5OWHJkiWYMGECIiMjUbNmTYwcORKtWrVCqVKlkJKSgujoaFy8eBF79uzB8+fPERERIdeIw93dHe7u7jhw4AAOHDiAJk2aYMKECXB0dERsbCz8/f2xc+dOODs7F3t39kREREREnyoWpBehlJQU8XduY4vp6emJvz98+FBkaSIiIiIiIiKir9OuXbvQunVr+Pj4wMfHR2H+t99+i6VLlxZqHd988w2CgoLQu3dvPHnyBFu3bsXWrVtVhjcxMVGYNnr0aKxatQpv3rzB9OnTMX36dHFeixYtEBQUlO90GRoaYtOmTejWrRtSUlKwZs0arFmzRi6Mq6srVq5ciZo1a+Y7fk0bP348DA0NMX78eLx79w6LFy/G4sWLlYbV1dUVu8OXtXXrVnTs2BHnz5/Hv//+i759+8rNr1u3LtasWYP69esXyTYQEREREX3u2LV7EZJ9iUlLS1MbVnbcr5IlS+ZrPU+ePFH7d+nSpfwlnIiIiIiIiIi+OA4ODggLC8OMGTNQrVo1GBgYwNTUFM2bN8eWLVuwZ88eaGsXvs3FN998g3v37mH16tXo1KkT7OzsxMLesmXLol27dpg3bx5u376NwYMHKyxfpkwZXLp0CcOHD0elSpWUFhIXRPv27XH58mUMHDgQdnZ20NHRgbW1NVq0aAFfX1+cPHlSrsfA4ubp6YmHDx9izpw5aNKkCaysrKCtrQ1DQ0NUrlwZ3377LVavXo1nz56hUqVKCssbGxsjKCgIK1asgIuLC4yMjGBsbIw6depgwYIFuHDhAiwsLIphy4iIiIiIPg8SQRCE4k7EpyA6OhoODg4Assf0UjVeVn5MmzYNixYtAgCEhobC2dlZZdglS5ZgypQpAICjR4+iffv2hV6/1NOnT8Xu3588eZLreO1ERFRw9+7dQ0ZGBrS1teXGYSQiIiIiKg7e3t6YM2cOAICfgIiIiIiI6HNQkO/sRVEeyhbpRUj2AD19+lRt2CdPnoi/OeY5EREREREREREREREREVHxYUF6Eapevbr4+/bt22rDSuezBSMRERERERERERERERERUfFiQXoRcnFxga6uLgDgzJkzKsOlpaUhJCREXEZHR+ejpI+IiIiIiIiIiIiIiIiIiBSxIL0IGRsbo3Xr1gCAwMBAld27BwQEICEhAQDQvXv3j5Y+IiIiIiIiIiIiIiIiIiJSxIL0QvD394dEIoFEIoG3t7fSMJMnTwYAZGRkYMyYMcjMzJSb/+rVK0ydOhUAYGZmhhEjRhRpmomIiIiIiIiIiIiIiIiISD3t4k5AcQkODsb9+/fF/7969Ur8ff/+ffj7+8uF9/DwKNB6WrVqhb59+2LHjh3Yv38/2rZti/Hjx8POzg4RERGYN28eHj9+DABYtGgRzM3NC7QeIiIiIiIiIqKcvL29VVb+JyIiIiIiItW+2oL0devWYePGjUrnnT9/HufPn5ebVtCCdADYsGEDEhIScPjwYZw+fRqnT5+Wm6+lpYVZs2Zh5MiRBV4HERERERERERERERERERFpBrt2/whKliyJQ4cOYevWrWjbti1sbGygq6uLsmXLon///ggODmbtcCIiIiIiIiIiIiIiIiKiT4REEAShuBNBRevp06coW7YsAODJkyewt7cv5hQREX257t27h4yMDGhra8PR0bG4k0NERERERERERERE9FkpyHf2oigPZYt0IiIiIiIiIiIiIiIiIiIiGSxIJyIiIiIiIiIiIiIiIiIikqFd3AkgIiIiIiIiIiIi+hSkxtzUaHx6djU0Gh8RERERfTxskU5ERERERERERERERERERCSDBelEREREREREREREREREREQyWJBOREREREREREREREREREQkgwXpREREREREREREREREREREMrSLOwFERERERERERERE+RX55JXG46xYQuNREhEREdFnii3SiYiIiIiIiIiIiIiIiIiIZLAgnYiIiIiIiIiIiIiIiIiISAYL0omIiOirkJmZiT/++AMNGjSAiYkJJBIJJBIJunXrVtxJI6IvRPny5SGRSODh4aEwLzo6Wrzu+Pv7f/S0EcT97+3tXdxJ+eR5e3uL+6uoqDtfipq/v7+4fdHR0R99/URERERERPR5YEE6ERERfTGePXsmfhi/cuWK3Lx+/fph/PjxCA0NRWJiYjGlMG/UbceXKikpCWfPnsWSJUvQu3dvODg4iPugfPnyeYpDtqAyt7+8Ftxs374d7dq1Q+nSpaGvr49y5cph4MCBuHjxYoG39ciRI3JpyU+h3oULFyCRSFCiRAm8eqX5MUHpyzN//nxIJBLUrl27uJNCVCy2bdsGiUQCS0tLZGZmFndyAADv379HQEAARo8eDRcXF5ibm0NHRweWlpZo1KgRvL298eLFi1zjcXV1zfN9L69u3bqFKVOmoFatWjA3N0fJkiVRvnx5tGnTBvPnz2fFAyIiIiIi+qpoF3cCiIiIvmb1p2wq7iQUmbDFgz/6Og8ePAgAsLe3R926dcXpFy5cwO7duwEAnTp1wvjx41GqVClIJBKYmJh89HTmRtV2fMnc3d0RFBRU3MkQffjwAT179sThw4flpj9+/Bhbt27F9u3bMXv2bHh5eeUr3uTkZIwePbrA6Tpw4AAAoFGjRrCysipwPPT1kOYZd3f3Yk4JUfGQngMdO3ZEiRIlijk1wPXr19GkSRMkJSUpzHvz5g1CQkIQEhKCZcuWwdfXF3369Pko6RIEATNnzsRvv/2GjIwMuXmPHj3Co0ePcPLkSRgYGGD8+PEfJU3K+Pv7Y+jQoQCAqKioPFe2IyIiIiIiKggWpBMREdEXQ/qxvHPnznLTAwMDAQAlSpTAtm3bPsnCc1mqtuNLJgiC+NvCwgLOzs64cOGC0oKGvPj111/RtWtXlfPNzc3VLj9s2DCxEL1ly5YYN24c7OzsEBERgfnz5+PBgwfw9vaGra0tRo4cmed0zZo1C48ePYKNjQ1iY2PzvJwUC0U/X+XLl5fL5x9DbGwsLl26BIB5hr5OGRkZOHr0KIBP5xxISEgQ721NmjRB586d4ezsDEtLS8TFxSEgIABr165FQkICBgwYABMTE3Ts2FFtnM7OzvDz8ytUukaOHIl169YBAOrXr49hw4bByckJRkZG4rVk7969RdrdPxERERER0aeGBelERET0RXj//j1OnjwJQPFj+bNnzwAApUqV+uQL0dVtx5esf//+GDVqFFxcXFCpUiUA2QWPBS1IL1OmDGrWrFmgZU+dOoUdO3YAyD4G+/btE1sxuri4oEuXLqhfvz4eP36MqVOnolevXrkWzANAWFgY/vzzT+jp6WHevHnw9PTMV7qioqJw8+ZNMV1EuTl06BCysrJQqlQpNGjQoLiTQ/TRnTt3DvHx8dDR0UGHDh2KOzkAAC0tLfTu3RteXl6oXr26wvx27dqhY8eO6N69OzIzM/HDDz/g3r17aguwDQ0NC3zPA4ANGzaIhegzZszAr7/+qrC+9u3bY9asWUhLSyvweoiIiIiIiD43HCOdiIiIvgiBgYFISUmBgYEBWrVqJTcvNTUVAKCjo1McScsXddvxJRs5ciT69esnFqIXpyVLlgAAtLW14ePjo9AVsJWVFRYtWgQAiI+PFwsf1MnMzISnpycyMzMxY8aMAm2ntDV6hQoVlBa+EOUkzTNubm5sRUpfJek50LRpU5iamhZzarI1btwYO3fuVHsd79q1K3r06AEAePDgAa5cuVJk6UlMTMTkyZMBZA9/M2/ePLXXC11d3SJLCxERERER0aeGBelERET0RZCOK96mTRvo6+sDACQSCSQSCTZu3Agge4xP6TTpn6z4+HjMmzcPjRo1grm5OXR0dGBtbY3q1auje/fuWLVqFV6+fCmGFwQB7du3h0Qigba2Ni5evKgyfX/++ae4TnXjaivbDgCIjo4Wl/f39wcABAQEwM3NDXZ2dtDW1oarq6tCfAcOHEDPnj1hb28PPT09WFpaolGjRli4cKHa1t7+/v7i+qKjo5GWloalS5fC2dkZpqamsLCwgKurKw4dOiS3XGJiIn777TfUrVsXJiYmMDMzQ9u2bcVW9p+6xMREMa1t2rSBvb290nA9evQQezfYt29frvEuW7YMV65cQeXKlTF16tQCpU2aN9R1+a+p452amoolS5agXr16MDU1hYmJCRo2bAgfHx9kZmbmmtbMzExs3LgRnTt3hp2dnZiWpk2bYunSpfjw4YPKZV1dXSGRSMT8/OzZM0ycOBGVKlVCyZIlYWlpifbt2+PIkSO5pqMwoqOjMXXqVNSvXx+WlpbQ0dGBlZUVmjVrBm9vbzx8+DDf8eU8h2V5e3vLXZfi4+Ph5eWFGjVqwMjICBYWFmjZsiW2b9+ep/WlpqbixIkTAFT3YPD69Wv89NNPqFKlCkqWLIlSpUqhbdu2Yp7OmS/UbduECRNQo0YNGBsbw8DAAI6Ojhg1ahQiIiLylN6IiAiMHDkSjo6OMDAwgLGxMWrUqIEJEyaoXbesbdu2wdXVFebm5jAyMkLNmjXh5eWF+Pj4PC1fEB4eHpBIJOI4zS9evMDkyZNRuXJlGBgYoEyZMujdu7fYm4RUdHQ0fvzxR1SuXFnc9wMGDMCDBw9yXWdaWhp8fHzQsmVLWFtbQ1dXF6VLl4abmxu2bNmCrKysXON4+vQpxowZgwoVKkBfXx92dnbo0qWLOBRKXr179w4LFixAkyZNxLTY2trC3d0de/bsKdRwBikpKfjzzz/h6uoKa2tr6OjowMLCAlWqVEHHjh2xdOnSXPOG9LqZWy8eWVlZ8PX1RePGjWFubg5DQ0PUqlUL8+bNw/v37wu8DYXRsmVL8Xde8kVBbd26FW/fvgUA/Pzzz0W2HmXXwN27d6NNmzawsbFByZIlUbVqVUyfPl3pORsUFASJRCKOjw4ADg4OCs91QUFBRbYNRERERET09WHX7kRERPTZEwQhzx/LVbl16xbatGmDmJgYuemvXr3Cq1evcOvWLfz999/IzMzE2LFjAUD8GOzk5ITXr19j4MCBuHr1KoyNjeXiuHnzplh42rBhQ8yaNatQ2yEIAgYPHozNmzerDJOSkoL+/fsrFPK+efMGISEhCAkJwYoVK3Do0CHUqVNHZTxA9niuffv2xb///is3/cyZMzhz5gyWLl2KCRMm4PHjx3Bzc1MoMAoMDMTJkyexefNmDBgwQO26iltoaKjYbW2LFi1UhtPV1cU333yD48ePIzQ0FOnp6Sp7PIiOjhYrT6xatQp6enr5TldiYiLOnDkDQHne0OTxfvv2LXr27ImwsDC56ZcuXcKlS5ewc+dOHDp0CEZGRkqXf/z4Mbp06YJr164ppOX8+fM4f/48Vq1ahUOHDqFy5cpq03L+/Hl069YNr169ktvW48eP4/jx41i8eLHYklKTlixZghkzZiA9PV1u+uvXrxEcHIzg4GAEBQUVWYFNVFQU2rZtK1d4lpycLK7z77//xtatW6Gtrfp1LigoCElJSdDT00Pbtm0V5kdERKBt27ZylYNSUlIQGBiIwMBAjBw5Eo0aNco1rZs2bcLIkSPFnj+k7t+/j/v372P9+vWYO3cupk+frjKOBQsWYObMmQoFwJGRkYiMjMSqVavg6+uLwYMHK10+IyMD/fv3x+7du+Wm37x5Ezdv3sSWLVvyXUBcENeuXUOHDh3w4sULcdqHDx+we/duHD58GEePHkXTpk1x6tQp9OjRA+/evRPDpaSkYNu2bThy5AjOnTuHGjVqKF1HdHQ0OnbsiNu3b8tNf/nyJY4cOYIjR45gzZo1+Oeff2BhYaE0jnPnzqFz585ISEgQpz1//hwHDhzAgQMH4O3tnaftPXnyJPr06YPXr1/LTX/x4gUOHjyIgwcPws3NDTt37lR5vVDl+fPnaNOmDSIjI+Wmv337Fm/fvsXdu3dx9OhRxMTEiL2I5HTnzh3cu3cPgPp76vv379GuXTuFCl8RERGIiIjA/v37cerUKRgaGuZrGwpL9pzK2TOKJknPGysrK7lzPjY2FgkJCbCxsSmSYXGGDx+ODRs2yE27c+cOFi5ciE2bNuHkyZOoWrWqxtdLRERERESUH2yRTkRERJ+9sLAwPH/+HBKJBJ06dRKnSz+Cd+3aFQBgZ2cnTpP+SQ0aNAgxMTHQ0dHB999/jwMHDiA0NBT//vsv9u7diylTpijtjtvW1lbs2vvhw4f48ccf5eanpqaif//+SElJgaGhIbZs2aKy8EvVduS0fPlybN68Gc2aNcO2bdtw+fJlBAYGYtCgQWKYIUOGiIWqtWvXxqZNmxAaGopjx45h6NChkEgkiImJQevWrcUx5FUZOXIkwsLC8P333+PEiRO4fPky1q1bBzs7OwDA5MmTcePGDfTo0QMPHz7EtGnTEBQUhNDQUCxfvhympqYQBAGjR49GbGys2nVpyooVK1CpUiXo6+vD1NQUNWrUwHfffYfw8HC1y8kW2uT2AV86PyMjQyysUWb06NF4//49BgwYUODu+o8dO4a0tDSYmJgoLeDX5PEeNWoUwsLC0KdPHxw+fBiXL1/Gtm3b4OLiAgA4e/asXF6T9fr1azRt2hTXrl2Dnp4exo4di927dyM0NBSnT5/G9OnTYWBggPv376Njx45yBYk5PX/+HN26dYOWlhYWLlyI4OBgXLp0CUuXLoWZmRkAYPr06QoVNwpr7ty5mDJlCtLT02FmZoYZM2bgxIkTCA8Px6lTp7BkyRI0bty4SLtK79OnD6KiovDdd98hMDAQoaGhWL9+vVjxYNeuXZgyZYraOKRdWrds2VKhEDM+Ph4dOnQQC9EHDRqEI0eO4PLly9ixYwcaNWoEX19frF69Wu06Dh06BA8PD6SmpsLIyAheXl44d+4cLl68iN9//x1WVlbicAarVq1SGoePjw9mzJiBrKwsWFtbY8mSJbh48SKCg4Ph7e0NQ0NDpKamwsPDA4cPH1Yax+TJk8XCwCpVqmD9+vUIDQ1FYGAgRo0ahejoaPTp00ftthTW+/fv0b17d6SlpWH+/Pk4f/48QkJC4O3tDV1dXSQnJ2PQoEG4f/8+unXrBmNjY/zxxx8ICQlBcHAwJkyYAIlEgrdv32L48OFK15GUlITWrVuLhejdunXD/v37cfnyZezevVu8NgQHB8Pd3V1p7xGPHz8WC9G1tLQU8pijoyO8vb0VehvJ6fz58+jYsSNev36NUqVK4ddff8WBAwcQFhaGAwcOYODAgQCAw4cPY8iQIfnenz/88IN4PR44cCACAgIQEhKC0NBQ7N+/H7Nnz0bt2rXVxiE9B6pWrap2OA1PT0+cPn0aQ4YMwaFDhxAWFoZ9+/aJhcqXLl3Cr7/+mu9tKCxp5SkAqFatmtqwt2/fRsOGDWFmZgZ9fX3Y29uja9eu2LRpk0KFIFlZWVkIDQ0FADg5OUEQBKxYsQIVKlRAqVKl4OjoCFNTU9SpUwfr16/PU28HeeHj44MNGzagQYMG2L59Oy5fvozDhw+jd+/eAICYmBi0b98eiYmJ4jIuLi6IiIiQOxbHjh1TeK6T3quIiIiIiIg0QqAv3pMnTwQAAgDhyZMnxZ0cIqIv2t27d4XIyEjh7t27asPdfBwn3HwcJ9SbvPGL/fuYZs+eLQAQnJ2dlc4fMmSIAEAoV66c0vkPHjwQ75UrVqxQuZ6srCzhzZs3SueNGDFCjGP37t3i9IkTJ4rT165dW+DtiIqKEuMBIAwePFjIyspSGs/BgwfFcK1btxZSU1MVwvj6+ophevfurTDfz89PnC+RSIR9+/YphLl27ZqgpaUlABCsra0FPT09ISQkRCHcoUOHxLiWLl2qdh/IKleunNrjllPOfaTqb9SoUUJKSorSOKZOnSqGCw0NVbu+xYsXi2GPHj2qNMzWrVsFAIKZmZnw8uVLcfrp06fFZb28vHLdtsGDBwsAhJ49eyrM0/TxBiDMnz9fIUx6errQvn17McyhQ4cUwvTv3188Zg8fPlS6LeHh4YKhoaEAQJgxY4bC/BYtWojrKFeunPD06VOFMOfOnRMkEokAQPjxxx+VrqcgwsPDxTxduXJltc/Ojx8/VpgmzbNDhgxRmCebP/38/BTme3l5yR2Dbdu2KYRJSEgQateuLQAQtLS0hIiICJXpk6Zl5cqVCvPGjx8vrmf58uUK8zMyMoSuXbvKpScqKkouTFpammBnZycAEIyMjIQrV64oxBMdHS3Y2toKAAQDAwMhLi5Obn5sbKxgYGAgABDs7OyU7lPZ/FKmTBkhLS1Nbv7169fFY1avXj0hMTFRIY6NGzfKbUtezrm8kt5fAAhWVlbC/fv3FcKsXLlSDGNtbS04OjoKsbGxCuGmTJkihgsPD1eYP3nyZHH+zJkzFeZnZWUJAwYMEMP4+PgohOnZs2ee85j0L6e0tDShfPnyAgChQ4cOQnJystJ9I3vdOX78uMJ8VefLhw8fBB0dHQGAMGnSJKVxS71+/VrlvObNmwsAhMmTJyvMy3nN27x5s0KYlJQUoWbNmgIAwdLSUkhPT1ebFk26evWqUKJECQGA4OTkpDKc7PVS1V/16tWFyMhIpctHR0eL4b799luhe/fuauPq2rWr0ntMXuS8R7u5uSndp7/88osYZsqUKQrzZY9dzusSfZ2k71Wa/Et5dkOjf0RERESUf3n9zi6rKMpD2SKdiIiIPnuF7dZdthve5s2bqwwnkUhgbm6udN7y5cvh6OgIILtF77NnzxAYGIhly5YByG45OGLECLXpyOt2mJmZYeXKlSpbxP71118AAB0dHfj5+UFXV1chjKenJ9q0aQMge6z158+fq1xf79690a1bN4XptWrVQtOmTQEAcXFxGD9+PBo2bKgQzs3NDeXKlQOQ3aVwUTIzM8PQoUOxceNGXLhwAeHh4Th06BDGjRsntspds2YNhg0bpnR52dZvuXVFLNvNr7Lxx9+8eYMJEyYAyO662sbGJt/bA2S3GJSOB64sb2j6eNeqVQvTpk1TmK6trY1169aJXdj7+PjIzY+OjsbOnTsBACtXroSDg4PS+OvWrYsxY8YAgNKxwmWtWLECZcqUUZjetGlTMa9pMk8tXrwYWVlZkEgk2LFjB+zt7VWGLVu2rMbWm1Pnzp3Rr18/henGxsbw9fUFkJ0vVLUYj4iIwKNHjwAo5pnU1FRxv7u4uGDcuHEKy5coUQJr1qyBvr6+yjTu27dPHApj5syZSocMKFeuHBYvXgwgu8W2n5+f3Hw/Pz9x/OmlS5cq3ad169YVu4V/9uwZ/v77b7n5q1evFlvJ+vr6Kj1vBw8ejI4dO6rcFk2ZO3cuKlasqDB92LBh4r6Mi4vDn3/+CWtra4Vwo0ePFn/nzNepqali7yc1atRQ2v26RCKBj48PLC0tAWSfh7JevHgh9lyRlzymyo4dOxAdHQ19fX1s2rQJBgYGSsN5enqiQYMGAHI/12W9efNGbEWt7p4MQGX39W/fvsWFCxcA5H5P7dGjh9iCXpa0Vw0gu7eNnN3MF5XU1FSMGDFC7FFg3rx5KsNqaWmhdevW+P333xEYGIgrV67g7NmzWL58udiKPTIyEi1btsTjx48Vln/z5o34+9ChQ9i3bx8qV66M/fv3IyEhAYmJiTh48KDYA8s///yj9P6QX3p6eli7dq3SHnp+/vln1KxZEwCwfv16cbgVIiIiIiKi4sCCdCIiIvqsPXv2TOyuu6AF6ba2tuLv/HzslyXbbfubN2/Qv39/eHh4QBAE2NraYu3atWqXz892uLu7K4zDLpWRkSF2B9uuXTu1hX2enp7iMurGeu7bt6/KebJd66oLV6tWLQDZ3d8XFTs7Ozx79gwbNmzA4MGD0ahRI9StWxdubm5Yvnw5wsPD8b///Q8AsG3bNuzfv18hjpSUFPG3sgJpWbJjnX/48EFh/uTJkxEbG4uGDRti5MiRBd0shISEIC4uDlpaWnBzc5ObVxTHe8iQISoradjb26Ndu3YAssfglu06+tChQ8jMzISBgUGuhZbSwrGYmBilhTtAdqUIdUMc1K9fH4Dm8pRshQVXV1fUrVtXI/EWxNChQ1XOa9CggTh+tqpxv6VdWteqVUvM81KXL19GfHw8ACgtPJQqVaoU2rdvr3K+dN0SiURlxRQA6NWrF0xNTZWmV/p/MzMz9OjRQ2UcspWQVMXh5OQk5gll1KVREyQSidgtdU4lS5YUK1qZm5ur3K8ODg7itT1nvg4LCxOPm4eHh8oxs01MTMR0REZGylWaOX36tHjO5jWPKSO9drZo0UJphQBZ0nP94sWLasPJsrS0FK+/mzdvRkZGRp6XlTpy5AgyMjJgYWGBJk2aqA07YMAAlfNk81RR3r9kjR07FpcvXwaQfT1W90wQEBCAwMBATJw4Ea1bt0adOnXQrFkzjBs3DteuXRO71X/58iXGjx+vsHxycrL4OyUlBaVLlxaHBjA2NoaRkRE6deqEc+fOicO5rFy5Ek+fPi3UNrZr106MLyctLS0x3W/evMl1SBYiIiIiIqKixIJ0IiIi+qxJW3Hb29sXuODLwcEBzZo1AwAsW7YMNWrUwOzZs3Hq1CmxtWReNGjQAF5eXgCyx5F+9uwZJBIJ/Pz8YGVlpbHtkBZKK/Pw4UMxzcpah8uSnX/jxg2V4aTjMisjHas6r+FkW3xrmq6ursqWkQDg6OiILVu2iP9fsWKFQhjZFri5tYJLTU0Vf5csWVJuXlBQEPz8/FCiRAmsXr0aWloFf+yWFoo2atRIIR8VxfHObXxZaQvT5ORkuYIlacHP+/fvoa2tDYlEovKvc+fO4nKyPULIcnR0VLvfpC1RNZWnoqKixIJK6fWguOT1GNy9e1dpPpXmGWUFcLLHXl3BMwA4OzurnCeNx8HBQW1hqq6urnhNy5nvpP+vV6+e2NOBMqVKlUL58uUV4khNTcW9e/cA5H2fFRUrKyuVraOB/66BlSpVUllRRTZcznwtu90FPdcjIiLE34XZX9Jz/dixY2rPc4lEgiVLlgBQfZ4ro6enJ45pv2fPHlSqVAk//fQTDh8+LJ6juZGeAx07dlRZ6UBK2tpaGdljWpT3L6kFCxaIPQ+4uLiIPY6oInsPzklHRwfr1q1DlSpVAGT3IvHs2TO5MDl7nfjpp5+Uns9WVlaYMWMGACA9PR0BAQG5bos6+cl/svmWiIiIiIjoY2NBOhEREX3WpB/L1bVczYvt27ejUaNGALJb8c2dOxetW7eGmZkZmjdvjtWrV8u1VlZl+vTpqFChgvj/ESNGqG3VKZWf7VDVvTwg301rbl2Jly5dWulyOakrnJYt6MxLONkWzMWhWbNmqF69OgAgODhY7BJaSralv7Lu2mXJtuST7U46NTUVo0aNAgD8+OOPSru8zg9p3pAtfJYqiuOdWzylSpVSGk9sbKza5VRRVVlFXX4C/stTOY9hQb169Ur8LdtLRXHI6zEQBAFv376VmxcbG4tLly4BUJ5nZMPn1ppY3Xzpsc/LkAXSvJcz3xU2jrdv30IQhDzFIZtvi0Je82tew+W8VmriXM9PHOr2V0HOdWW9dqizcuVKsSLIo0ePsHjxYnTq1AmWlpZwcXHB4sWL8e7dO6XLZmRk4OjRowCUnwM55fUeV9T3rzVr1oiF1VWrVsXhw4flhhApCG1tbQwfPlz8v7QHE6mcvdtIexxRRvZZJjQ0tFDpKuh9hoiIiIiI6GNTHJCKiIiI6DPx4cMHnDp1CkDBu3WXKlOmDC5cuICTJ08iICAAZ86cQWRkJNLT03Hu3DmcO3cOS5YsweHDh9W2vD506JBcK93g4GB8+PBBocVyYbYjt9Z1UupaPX7NqlevjsjISKSkpOD169dyhYWyY2I/ffpUbYvcJ0+eiL9lu1QPCAjA3bt3oaOjg+rVq2PHjh0Ky8qOtXvjxg0xTMOGDeXGFo+OjsbNmzcB5J43NHW8CxqPtJDJysoKp0+fzvNyqsZS/5oV5lgePnwYWVlZsLGxKfJW2IBm8t2nEsfnorj3l/Rc79ixI3777bdCp0UZExMT7N+/H5cuXcKuXbsQFBSEq1evIjMzE5cvX8bly5exZMkS/P3332IlOKng4GDEx8dDW1sbHTp0KJL0adr27dvx/fffAwDKlSuHEydO5NqTTV5JK48BUGiRbm9vD4lEIlZIUTc8iOy8uLi4QqXpazpfiYiIiIjo88aCdCIiIvpsBQYG4sOHDzAwMEDr1q01Emfr1q3FuF6/fo3AwED4+vri1KlTePDgAfr06YMrV64oXfbly5fiWL4mJiZISEjArVu3MGXKFKxcufKjbIdsN7QvX75UG1a2q111XRJ/adR9wJctcLh9+7baeKTztbW1xfGPgf+6fE9PTxfHJVdn79692Lt3LwDAz89PrmBZ2hrdwcFB6ZjFRXG8X758qbayiOx6ZOOxtLQEkN39cbVq1fJc4eNTIVtoJTuudHF4+fKl2gIt6TGQSCQKPVTI9m6hrGt82fBxcXFqj7W6wjLpsc8t3wH/5b2c+c7CwgLPnz8vcByy3VrnFkde1vEpy3muqztuqs512WOf1zymjKWlJWJiYpCWloaaNWvmmvbCaNCggVghJDExEUFBQfD390dAQABiY2Px7bff4sGDB3KV1aTnQLNmzdR2ff6p2L9/PwYPHoysrCzY2tri5MmTcpW6CkvdPc/Q0BDlypVDdHQ0APWt7mXnaWsX7lNSfs7Xr+n5hIiIiIiIPj3s2p2IiIg+W9KP5W3atFEY51MTLC0t0adPH5w8eRJdunQBAFy9elUckzenYcOGIS4uDlpaWjh48CC+/fZbAMBff/0ldjOrjCa3o0KFCmI3tf/++6/asNLunwEUeWHIp0TaGlxPT08s/JVycXGBrq4uAMUucGWlpaUhJCREXEbd+M6FoW6sa6BojnduXfZK5xsYGMgNYyAdBzs1NVUcQ/lz4uDgIBa6nT17tljTktdj4OjoKOZXIHvfHz9+HIDqPCNbISMsLEztetQdR2keioqKUlvgnp6eLlY+ypnvpP8PDw9HRkaGyjhiY2Px6NEjhTj09fXFSix53WefK9ntLui57uTkJP4uzP6SnuuXL19GWlqa2ng0ydjYGO7u7ti7dy9+/PFHANmVXoKDg+XC5Xbd/JScPHkSvXv3RkZGBiwtLXHixAlUrFhRo+uQ7QHFzs5OYX7z5s3F37I96uT04MED8XeZMmUKlab85L+c1w22ZiciIiIioo+JBelERET0WRIEAQcPHgTwcT6Wy7YUlx1LWcrHxweHDx8GAEydOhXNmjWDr6+v+LF56NChSpfT9HZoa2ujRYsWAIATJ07g6dOnKsOuW7dOXMbV1bXQ6/4cnD9/XuwqvWnTpgotdo2NjcVjHRgYqHL/BQQEICEhAQDQvXt3uXkeHh4QBEHtn2zX515eXuJ0Dw8PcXpiYqJYmK8qbxTF8d68ebPYzW9Oz549EwtqXV1d5Vqdu7u7iwUcy5cvVxn/p0pLSwudOnUCkF2JQlXPEx/Dxo0bVc4LDQ3FjRs3AGRXvpEVFBSEpKQk6OnpoW3btkqXd3Z2hqmpKQBgy5YtKtfz8uVLHDt2TOV86boFQYCfn5/KcHv27BHHss6ZXun/4+PjERAQoDKO9evXi3lSVRwRERFqj9mGDRtUzvsc1K9fX6zosXHjRmRlZSkNl5iYiF27dgHI7mHD1tZWnNeyZUvxnM1rHlNGWrHs3bt3ao99UVJ1T75z545Y2e1TL0i/cOECunbtitTUVJiamuLYsWNKex4pjIyMDLm8L1toLiWt9AcA+/btUxmX7DnarFmzQqXr+PHjKnv+yMrKEvOnubk56tWrJzdftsKhtAcYIiIiIiKiosKCdCIiIvoshYWF4fnz55BIJGLhV0FdvXoVV69eVTlfEAQEBgYCyG4JVb58ebn5d+7cwZQpUwBkF3bMmTMHQHZ3pP7+/pBIJHjx4gVGjhxZpNshNWbMGADZraaHDx+O9PR0hTAbNmwQC0R79OghV9jyufr7779VFgADwP3799G/f3/x/9LxaHOaPHkygOwCiDFjxih0dfvq1StMnToVQHbX0tLu/DXt2LFjSEtLg7GxsVhYroymj/fVq1exePFihekZGRnw9PQUW6COHj1abn6VKlXQq1cvAMCOHTuwdOlStdsXFRWF7du3qw3zsU2ePBlaWloQBAF9+/ZVWzFB3bzC2r9/v1gYKispKQmjRo0CkF3wL/0tJW2J6+rqCiMjI6Vx6+vrY/DgwQCyC0z/+OMPhTBZWVkYNWoUUlJSVKaxW7duYuvWefPmISIiQiHMkydPxPPJwMAAQ4cOlZs/dOhQsUeFSZMmKYzfDADXrl3D/PnzAWS3gu3WrZvc/FGjRokVOEaOHInk5GSFOLZu3SpWdPpc6enpideaGzduYO7cuQphBEHA2LFjxYLlsWPHys23tbVF165dAeQtj6kyZMgQsVv4yZMn59qDQ3BwsNoePnJ6+PBhruGl1zMASofDqFKlCipVqpTndX5sV69eRadOnZCcnAxDQ0McOnQI9evXz1ccp0+fRnx8vMr56enpGDFiBG7dugUgu2KBsu78O3fuLLb6Xr58uVjZTNatW7ewZMkSAIC1tTV69OihEMbb2xsSiQQSiQT+/v5q056amopRo0Yp7Up+4cKF4vVk2LBh0NPTk5sve/+SbSVPRERERERUFDhGOhEREX2WpK2469evX+hC4KtXr2Lo0KFwcXGBu7s76tWrh9KlSyM9PR1RUVHw8/PDiRMnAGS3xJNdX3p6OgYMGID379+jZMmS2LJli1w3323atMG4ceOwfPly7Nu3Dxs2bMCwYcOKZDukOnXqhF69emH37t04fvw4vvnmG0ycOBFVq1bF27dvsWPHDrGFmoWFRa4Fnh/D/fv3FbrnTUpKEv/N+VG+Q4cOKF26tNy07t27o1KlSujRowcaNGgAe3t76Onp4fnz5zh27BjWr18vxtm7d2+lBQEA0KpVK/Tt2xc7duzA/v370bZtW4wfPx52dnaIiIjAvHnz8PjxYwDAokWLFMao1hRp3mjfvr3aruM1fbydnZ0xdepUXL16FYMHD4aNjQ3u3buHpUuXil1Gu7u7o3PnzgrLrlq1CpcvX8bDhw8xadIk/PPPPxg8eDBq1KgBPT09vH79GteuXcPRo0dx6tQpdO/eHf369SvoLtK4OnXqYM6cOZg1axbu3r0LJycnjBkzBi1btoSlpSXi4+Nx9epVBAQEoESJEnI9C2iSs7Mz+vfvjzNnzqBnz54wMTHB9evXsWjRIty5cwdAdgWKWrVqyS2X194tvL29sXv3brx48QLjx49HWFgYBgwYAGtra9y/fx9//PEHLly4gAYNGojHPGd3yrq6uvD19YW7uzsSEhLQpEkTTJkyBa1bt0aJEiVw4cIFLFy4ELGxsQCAJUuWyI1DD2QXyC1evBhjxozB06dPUb9+fUybNg2NGzdGRkYGAgMDsXjxYiQlJUEikcDX11fhXKhduzbGjBmDlStX4vLly2L+dXJywrt377B79274+vrC2dn5sxxyQNbs2bMREBCAhw8fwtvbGxERERg6dChsbW0RFRWFlStXIigoCADQqFEjpZW3fv/9d5w4cQKJiYlK89jChQtx9+5dtftLT08Pu3btgqurK5KSksRrZrdu3eDg4ICsrCw8f/4cYWFh2LdvHyIiIrBixQq1FYJkPX78GC1btkT16tXRvXt3ODs7i727PHnyBDt37hQrAdSpUwcNGzYUl/2YPdUU1IMHD9C+fXuxEPzXX3+Fqamp2l4AbGxsYGNjIzdt48aN6NKlC7p06QJXV1dUqVIFJiYmSEpKQlhYGHx9fcVu3W1sbJRWmgGyK+WsWrUKrVu3RnJyMpo2bYqffvoJLVu2BJA91MXChQvF++eKFSvECjAF5ezsjAMHDqBJkyaYMGECHB0dERsbi40bN2LHjh0AAHt7e8yaNUth2bp160JfXx8pKSmYNWsWdHR0UK5cObGHmTJlyqBkyZKFSh8REREREZEUC9KJiIjos1QUY6CGhoaqHbezcePGWL9+vdw0Ly8vcZzhJUuWoGrVqgrLLVy4EIGBgbhx4wbGjRsHV1dXcWzpohrLddOmTcjIyMC+ffsQHh6OgQMHKoSxs7PDoUOHCj3WqSYEBwcrtFaVev36tcK806dPKxSkA9kF8r/99pvadY0ePRrLli1TG2bDhg1ISEjA4cOHcfr0aYUCUy0tLcyaNUtpQZUmZGVliS1o85I3NHm8fX19MXz4cGzfvl1pi/EmTZpg69atSpe1sLDA+fPn0bt3b5w7dw5nz55V21rVxMQkly37+GbOnAktLS14eXkhPj4e8+bNw7x58xTC5bVQsCB27dqF1q1bw8fHBz4+Pgrzv/32W4UKEREREeI44rnlGQsLCxw9ehRt27ZFXFwcNm/ejM2bN8uF8fDwQLNmzcSCdNnulKU6deoEPz8/jBo1ComJiZg9ezZmz54tF6ZEiRKYO3euQg8GUt9//z3i4+Mxa9YsvHz5EhMmTFAIo6enB19fX7i5uSmNY+nSpYiJiUFAQABu376tcL1wcHDAzp07NT729MdmbGyMkydPomPHjrh9+zb27t2LvXv3KoRr0qQJ9u/fLzf0glT58uWxf/9+dOnSBYmJiUrz2OzZsyGRSNRWPPjmm28QFBSE3r1748mTJ9i6davK6wJQsHM9MjJSbnzvnKpWrYqAgACxksfbt29x/vx5AJ92Qfq5c+fECiYAlOb5nLy8vODt7a0wPSkpCdu2bcO2bdtULuvk5IQdO3bItdzPqWnTpti2bRuGDh2K+Ph4zJgxQyGMjo4O/vzzT/Tp0yfX9OZmzJgxOHPmDPz9/dG3b1+F+ba2tjh27Jg4DIUsY2Nj/Pjjj/jtt98QHh6Odu3ayc0/ffr0VzNcDRERERERFT127U5ERESfnWfPniE8PByAZj6W9+vXD4cPH8aECRPQtGlTODg4wMDAALq6urC3t0eXLl2wdetWnDt3DpaWluJywcHBWLRoEQDAzc1NZVfhenp62Lp1K/T09JCUlISBAwciMzNT49shS19fHwEBAdi/fz969OgBOzs76OrqwtzcHA0bNsSCBQtw584d1KlTR6PrLU779+/H9OnT0apVK1SsWBGmpqbQ1taGhYUFnJ2dMWHCBERERMDHx0ehq9icSpYsiUOHDmHr1q1o27YtbGxsoKuri7Jly6J///4IDg5WWqihKSEhIYiLi4OWlpbKwkNZmjze5ubmuHDhAhYsWIA6derA2NgYRkZGcHFxwYoVK3DmzBkYGxurXL506dI4e/YsDh48iAEDBqBChQowMDCAjo4OrK2t0bhxY0yaNAlnzpz5ZMetnjFjBiIjIzF+/HjUrFkTJiYm0NbWhrW1NVq0aIFff/1VoeBZkxwcHBAWFoYZM2agWrVqMDAwgKmpKZo3b44tW7Zgz5490NaWrxMtrZRTq1Yt/O9//8t1HbVr10ZkZCQmTZoER0dH6OnpwcrKCi1btsS2bdvg5+eHhIQEMbyyAi0gu5vv27dvY9y4cahWrRoMDQ1RsmRJVKxYEZ6enrhy5QqmT5+uNi0zZszAlStX4OnpiYoVK6JkyZIwNDREtWrVMG7cONy+fVvsjl4ZHR0d7N27F5s3b0azZs1gamoKAwMDVKtWDTNmzEBYWJhYeelzV758eVy7dg0rV65EixYtYGlpCR0dHZQqVQodOnTA5s2bcfbsWVhYWKiMw9XVFTdv3sTo0aNRrlw56OrqolSpUujUqROOHj0qDk+Sm2+++Qb37t3D6tWr0alTJ/G6o6+vj7Jly6Jdu3aYN29erscvp2bNmiEoKAjTp09Hy5YtUalSJRgbG4vb2a5dO6xevRpXr16VKxw+cuQIMjIyYGFhgSZNmuR5fZ+rqVOnYtmyZejduzdq1qyJUqVKQUdHB0ZGRqhYsSL69OmD3bt348qVK6hevXqu8X377be4ceMGJk+ejGrVqsHIyAgGBgaoUqUKxowZg8jISHz33XcaS7+fnx+2bdsGV1dXWFpaQk9PD5UrV8ZPP/2Emzdvqk3zwoULsXbtWjRr1gwWFhZKK40QERERERFpgkRQN5AkfRGePn0qjoX25MkT2NvbF3OKiIi+XPfu3UNGRga0tbXh6OioMlzkk1caXW/FEi81Gp+eXQ2Nxqdpa9aswXfffYcyZcoU6TjFRe1L2Q7SvOnTp2PhwoVo3Lix2MKyKPn7+4uteKOiolC+fPkiXyfJ8/b2FgswC/KK1qhRI4SEhGDGjBlKW9AXxIgRI7B+/XrY29vjyZMnGomTqKj069cPO3bsQP/+/dW2jqfiER0dLVZ88PPzg4eHR/EmiL4Ymn6vAr6+dysiIiKiT1Fev7PLKoryULZIJyIios+OdAxUZWM0f06+lO0gzfscxvmlT0dcXJzc+PWa8OHDB/zzzz8AslseE33KMjIycPToUQC8bhIREREREZHmcIx0IiIi+uw0a9YM9evXR/fu3Ys7KYXypWwHaVZaWhp69uyJb7/9Fv369Svu5NBn4O3bt5g1axZKlCiBBg0a5GmZBw8eoEKFCuL40rIyMzMxevRovHqV3cpvyJAhGk0vkaa9efMG48aNAwB07NixmFNDREREREREXwoWpBMREdFn56effiruJGjEl7IdpFm6urrw8vIq7mTQZ6Ry5crw9vbO1zJz587FpUuX0LdvXzRs2BA2Njb48OEDrl+/jrVr1yI8PBwA0KZNG3Tq1KkIUk2kOTY2Nvk+B4iIiIiIiIhyw4J0IiIiIiL6Ity9exdpaWn5Xs7GxgY2NjZFkKJP261bt9RW2mjSpAl27NihtNX6lyA5ORlRUVEFWrZKlSrQ0dHRcIrocxAbG4vY2Nh8L6erq4vKlSsXQYqIiIiIiIioqLAgnYiIiIiIvgjt2rXDo0eP8r2cl5fXV9eadfr06ahcuTICAwMRHR2NuLg4pKenw9LSEs7OzujTpw/69u0LLS2t4k5qkQkNDUXLli0LtGxUVBTKly+v2QTRZ8HHxwdz5szJ93LlypVDdHS05hNERERERERERYYF6UREREREXzkPDw94eHgUdzK+at7e3h+1ML9KlSqYMWMGZsyY8dHWSURfr/Lly0MQhOJOBhERERERUb6wIJ2IiIiIiL4IbO1J+eHq6sqCPcq3j13phYiIiIiIiIrPl9tPHxERERERERERERERERERUQGwIJ2IiIiIiIiIiIiIiIiIiEgGC9KJiIiIiIiIiIiIiIiIiIhksCCdiIiIiIiIiIiIiIiIiIhIBgvSiYiIiIiIiIiIiIiIiIiIZLAgnYiIiIiIiIiIiIiIiIiISAYL0omIiIiIiIiIiIiIiIiIiGSwIJ2IiIiIiIiIiIiIiIiIiEgGC9KJiIiIiIiIiIiIiIiIiIhksCCdiIiIiIiIiIiIiIiIiIhIBgvSiYiIiIiIiIiIiIiIiIiIZLAgnYiIiIiIiIiIiIiIiIiISAYL0omIiIiIiIiIiIiIiIiIiGSwIJ2IiIi+CpmZmfjjjz/QoEEDmJiYQCKRQCKRoFu3bsWdNCL6QpQvXx4SiQQeHh4K86Kjo8Xrjr+//0dPm6ZJt8Xb27u4k/JZ8PDwgEQiQfny5Ys7KV8k7l+iT4O6+2BhvX79GpMnT0a1atVQsmRJ8T60ad1qja+L6GvAZ7kvh6urKyQSCVxdXZXO57H+evHYa56/v7+4X6Ojo4tkHbmd07kJCgoS0xgUFFTgdHh7e4vxfO1YkE5ERERfjGfPnokPeVeuXJGb169fP4wfPx6hoaFITEwsphTmjbrt+FIlJSXh7NmzWLJkCXr37g0HBwdxH+S1YES2oDK3v7x+4N2+fTvatWuH0qVLQ19fH+XKlcPAgQNx8eLFAm/rkSNH5NKSn5faCxcuQCKRoESJEnj16lWB00Bfj/nz50MikaB27drFnRQi+kzIfnzL6z1KWpmhKD4q3r9/H9u3b8eECRPQpEkTGBgYaKxi0vXr16Gjo5Pv5wP6uN69e4dGjRrh999/x+3bt5GSklLcSfoifY3vIJQ3zBtERPQ10y7uBBAREX3NjPxaaiSelxqJRbP+Nzvio6/z4MGDAAB7e3vUrVtXnH7hwgXs3r0bANCpUyeMHz8epUqVgkQigYmJyUdPZ25UbceXzN3dvVA1ZTXtw4cP6NmzJw4fPiw3/fHjx9i6dSu2b9+O2bNnw8vLK1/xJicnY/To0QVO14EDBwAAjRo1gpWVVYHjoc9f5JO8VaTYtXcfAOCbFq3VLlOxRMHuJBmJsUiNuakwXc+uRoHio0+Lv78/hg4dCgCIiopii2/66M6cOVPg1ji5ycrKgqenJzIyMookftKcv/76C/fu3QMA/PTTT3B3d4eZmRkAICFLtxhT9mX5Gt9BKG+YN+hL5+rqijNnzqBFixaf1HcJIvo0sCCdiIiIvhjSQsbOnTvLTQ8MDAQAlChRAtu2bfskC89lqdqOL5kgCOJvCwsLODs748KFC0hKSipQfL/++iu6du2qcr65ubna5YcNGyYWords2RLjxo2DnZ0dIiIiMH/+fDx48ADe3t6wtbXFyJEj85yuWbNm4dGjR7CxsUFsbGyel5OS5g13d/d8L0vFq3z58nL5/GN4/SoOEVfDAQAt27T/qOsmItIE2eumlpYWqlWrBkNDQ1y6dKnQca9cuRKXLl0q8D2ZFBVVF6fSZ3lnZ2csWrRIbl5eK5ZR7r7GdxDKG+aNz9vHfgchoi+Dt7c3hwX4fyxIJyIioi/C+/fvcfLkSQCKhYzPnj0DAJQqVeqTL0RXtx1fsv79+2PUqFFwcXFBpUqVAGQXPBa0IL1MmTKoWbNmgZY9deoUduzYASD7GOzbtw8lSpQAALi4uKBLly6oX78+Hj9+jKlTp6JXr165FswDQFhYGP7880/o6elh3rx58PT0zFe6oqKicPPmTTFdRLk5e+oEsrKyYGltDac69Yo7OURE+VamTBksXrwYLi4uqF+/PoyMjODv71/ogvSnT59i5syZkEgkWLx4MYYMGaKhFFNRkD7LV65cuZhT8uX6Wt9BKHfMG0RE9LXjGOlERET0RQgMDERKSgoMDAzQqlUruXmpqakAAB0dneJIWr6o244v2ciRI9GvXz+xEL04LVmyBACgra0NHx8fsRBdysrKSmwNFR8fj3Xr1uUaZ2ZmJjw9PZGZmYkZM2YUaDulLUEqVKiA6tWr53t5+voEBR4HADRv2QYSiaSYU0NElH+Ojo6YPHkyWrRoASMjI43FO2bMGCQmJsLDwwPNmzfXWLxUND6nZ/nP1df6DkK5Y94gIqKvHQvSiYiI6IsgHbetTZs20NfXBwBIJBJIJBJs3LgRAPDo0SNxmvRPVnx8PObNm4dGjRrB3NwcOjo6sLa2RvXq1dG9e3esWrUKL1/+N46wIAho3749JBIJtLW1cfHiRZXp+/PPP8V1qhtXW9l2ANldZUqX9/f3BwAEBATAzc0NdnZ20NbWVjqG6IEDB9CzZ0/Y29tDT08PlpaWaNSoERYuXKi2tbe/v7+4vujoaKSlpWHp0qVwdnaGqakpLCws4OrqikOHDsktl5iYiN9++w1169aFiYkJzMzM0LZtW7EVw6cuMTFRTGubNm1gb2+vNFyPHj3E3g327duXa7zLli3DlStXULlyZUydOrVAaZPmDXVdKmrqeKempmLJkiWoV68eTE1NYWJigoYNG8LHxweZmZm5pjUzMxMbN25E586dYWdnJ6aladOmWLp0KT58+KByWVdXV0gkEjE/P3v2DBMnTkSlSpVQsmRJWFpaon379jhy5Eiu6SiM6OhoTJ06FfXr14elpSV0dHRgZWWFZs2awdvbGw8fPsx3fDnPYVne3t5y16X4+Hh4eXmhRo0aMDIygoWFBVq2bInt27fnaX1pqam4cC4IAOAq0637wb/3osb/rFHjf9b45eefVC7/+NlzlK7eGPplaqJ2C3d8+JCS523dtPPvT/76oSzPL1++HN988w2srKwgkUgUurFLS0uDj48PWrZsCWtra+jq6qJ06dJwc3PDli1bkJWVlef1S/N15cqVYWBgAGtra3Tq1AlHjx7N0/Lv3r3DggUL0KRJEzEttra2cHd3x549e9R24Sndbun2nTp1Cr169ULZsmWho6OD8uXLIygoCBKJRBwfHQAcHBwU7qE5x5AMCQnBzJkz4erqitKlS0NXVxcmJiaoXr06Ro8ejcjIyDzvI01KTk7Gzp07MWLECNSpUwempqbiPb5FixZYsmRJrj2g5GW/5XTgwAF06NAB1tbWMDAwQOXKlTFlyhS8ePECQHbPKxKJBB4eHmrXHR4eju+++w5VqlSBkZERDA0NUaVKFYwePRp3794tyC75qu3Zswf79++HpaUlFi9e/FHWeffuXfzwww+oWbMmjI2NoaurCzs7O9SpUwfDhg3Dzp07xcJiZV68eIGff/4Zzs7OsLCwgJ6eHsqWLYvevXuL3Z4ro+r5sV27drCxsYGhoSFq166NFStWID09XVxOEARs27YNrq6usLGxgYGBAerVq4fVq1ervb7kNU/nhfQ6JJFI8OjRIwDAxo0b5a5Bss++MyaORY3/WaNt4+weWOJevsDv839Bl9ZN4VKtPGr8zxqXLp6XW8eb16/wx+L5+LZjS3xTsyLqOtqjbeN6GPrDNJy/FK4ybW17ekC/TM08/6nq8l6Tx/XEiRNwd3dH6dKloaenBwcHB4wePRpPnz7Nw97O3zvI7t270aZNG9jY2KBkyZKoWrUqpk+fjvj4eJXx53zOeffuHebOnYu6devCzMxM5fPR33//jV69euF///sf9PX1YWZmBmdnZ8yZMwdv375VuT4PDw9IJBLx2lzQ+25x3T8KmjdkSc9hc3NzGBkZoWbNmvDy8lJ7nJRRlTdkBQcHY9CgQShfvrx4nOrWrYuZM2ciLi5OZdyy53lQUBCysrKwdu1aNG7cGBYWFuI1asGCBUhJyduzqKbyTHx8PGbPno0aNWrA0NAQZmZmaN68ObZu3ZqndBRUXFwcfvnlFzRp0gQ2NjbQ0dGBubk5GjZsiJ9++gnXr1/Pd5w586AsTb8H5lfO+0ZoaCj69euHsmXLQl9fH2XLlsXQoUNx+/Ztpcv36NEDEokE5ubmueaRjIwMlC5dGhKJBG5ubgD+O+5nzpwBAJw5c0bheVfZOQoAERERGDlyJBwdHWFgYABjY2PUqFEDEyZMUDvUSUG/7Wji/VS6f6XfC8qUKYNBgwbh1q1buS6bXzmv+wkJCfD29oaTkxOMjIxgY2MDNzc3XLhwQW652NhYzJw5Uzz3LC0t0bVrV1y5ciXXdWZlZWHLli1wc3MT30Wsra3RsmVL+Pj4IC0tLdc43r59i2nTpqFq1aooWbIkbGxs0KZNG+zevTtf25+SkoKVK1eidevWYlqkca1fvx4ZGRn5iq8wCnptzXkMc8p5/t65cweenp4oX7489PT0UKpUKXTv3h0hISFFsVkfl0BfvCdPnggABADCkydPijs5RERftLt37wqRkZHC3bt31Ya7+ThOuPk4Tng0p+YX+/cxZWVlCba2tgIAYe3ateJ06f1P3Z9UZGSkYGdnl2v4FStWyK07JiZGsLS0FAAIFSpUEBISEhTSd+PGDUFfX18AIDRs2FBIT0/P13YIgiBERUWJadiwYYMwaNAghbS1aNFCDP/hwwehe/fuarfFzs5OuHLlitK0+Pn5ieGuXbsmNGzYUGU8S5cuFQRBEB49eiTUqFFDaRiJRCJs2bJF7XHMqVy5cgIAoVy5cnkKL7uP/Pz88rUuqZMnT4pxLFiwQG3Ydu3aCQAEbW1tIS0tTW26DAwMBADCyZMnBUEQhNOnT4vr8fLyyjVdCQkJgq6urgBAOHHihMJ8TR7v8PBwoX79+irjad68uZCYmKgyrY8ePRJq166tNi2VKlUS7ty5o3T5Fi1aiPk5ODhYsLKyUhnP4sWLc913BbF48WJBR0dH7TbInm9S0jw7ZMgQhXm55U8vLy9x/sOHD4WKFSuqXHfv3r2Faw+fi/cSZX9rNu8UAAi6enrCpVtRcvM6dftWjMvHb6tw83GckPLshvj3/sl1oVkjZwGAoKOjLVw8uktufsqzG+LyP08crTDPd+mvxX79yI1sng8NDRXq1KmjsF7ZczMqKkqoWrWq2jzRtGlT4fXr10rXN2TIEPF6FhoaKtjY2KiMZ+LEiWrTHhgYKN53VP25ubmpPE9lt2/GjBkKy5YrV07uGqXu7/Tp00r3qaq/EiVKCH/99Ve+j1duZPevMtLriro/BwcH4datWyrXkZf9Juv7779Xua7SpUsL4eHhaq8ZgiAImZmZwoQJEwSJRKIyLm1tbWHNmjUF3HPK5fceJQj/HQMAQlRUlEbTk5NsXsvv/T4+Pl581lq/fr0gCPLXZ1XHojB27dol3sPV/UVERChdfsuWLYKhoaHaZYcPH670+TLnvWf06NEq4+jRo4eQkZEhpKSkCD179lQZztPTU+W25pan8yMv16EWLVqI97auPfsIAAQ7+7LCtr+PCOYWitdJv51/i+F9t+wSjIyN1cb/nUc/4f2T6wr3Oek9Mq9/ys4JTR7XadOmqYzD2tpaiIyMVLuv8/oO4ufnJwwbNkzluuzs7FReR2Wfc+7evSuUL19e8fjInM9v3rwRWrVqpXb/2NjYCBcvXlS6Pk3dd4vj/lGYvCEIgpCeni706tVL5bIVKlQQHj58KJcuVdTlDUHIvk+NGTNGbVpNTU2F48ePK41f9jw/duyY0KFDB5XxVK9eXXj+/LnKtGoyz9y+fVtpHpX+jRkzRmU6CiMvx17Zs47s+5My6o61Jt8DC0L2vrF+/XpBW1tb6br19PSEXbt2KSx/6NAhMcz27dvVruuff/4Rw+7evVsQBPnnl/zs8/nz5wtaWloql9HT0xM2btyoNB35/bYjCAV/P5U99n/99ZfK/WtgYCCcOXNG7f7LL9nr/uPHj4XKlSsrXXeJEiXEY3vt2jWhTJkyKvfpqVOnVK7v9evXQpMmTdTuo2rVqgnR0dEq48jtu+DQoUPlzhlVz7xXr14V87aqPxcXF+HFixdKl8/tnM6Npq6tssdQGdnzNyAgQPzupewY79ixo0Dbktfv7LKKojyUY6QTERHRZy8sLAzPnz+HRCJBp06dxOkREREAgJkzZ+Kff/6BnZ0djh07pjSOQYMGISYmBjo6OvD09ETHjh1RunRpZGVl4enTpwgJCVHa8tjW1hbr1q1D9+7d8fDhQ/z444/w8/MT56empqJ///5ISUmBoaEhtmzZAm1t5Y9gqrYjp+XLl+P69eto1qwZRo8ejcqVKyM+Pl6u1vOQIUPE9NauXRuTJk1CtWrV8ObNG+zYsQP+/v6IiYlB69atcf36dZQpU0bl+kaOHImwsDB8//336N69O8zNzXH16lXMnj0bMTExmDx5Mtq2bQsPDw88fPgQ06ZNQ4cOHWBoaIjz58/Dy8sL7969w+jRo9G2bVvY2NioXJemrFixAr/++iuePn0KPT092Nvbo1mzZhg5ciTq1VM9VrRsa8mqVauqXUfVqlVx/PhxZGRk4N69eyq7Wx89ejTev3+PAQMGFLg7xGPHjiEtLQ0mJiZo0aKFwnxNHu9Ro0YhLCwMffr0wZAhQ2BjY4O7d+9i2bJlCA0NxdmzZzFo0CCl58Pr16/RtGlTPHnyBHp6evD09ESLFi3E8e6PHz+OP/74A/fv30fHjh0RHh4OU1NTpel4/vw5unXrBi0tLSxcuBBNmzaFrq4ugoOD8csvvyA+Ph7Tp09Hx44dUaNGjQLtV2Xmzp2L2bNnAwDMzMzw/fffo2XLlrC0tER8fDzCw8MREBBQpF2l9+nTB1FRUfjuu+/Qs2dPmJqa4vr161i0aBHu3r2LXbt2Qc/YHNO8flUZR1Bg9rWuQaMmMDSU7w551q+/ITz0Xzx/9hSzpozHvuNnULHUf/N/99mAcxcvAwBmTx6Luk4FH0rgc7h+DB8+HBERERg8eDD69OmD0qVL4/Hjx9DT0wMAJCUloXXr1mIrj27dumHYsGGws7NDVFQUVq5ciTNnziA4OBju7u44e/aswpAQUu/fv0evXr3w7t07TJs2DW5ubtDT08O///6LBQsW4Pnz51i6dCn+97//Ydy4cQrLnz9/Hh07dkR6ejpKlSqFH374AbVr14adnR1iYmKwc+dObNmyBYcPH8aQIUOwd+9eldsdEBCAiIgIODk5YcKECahZsyY+fPiAq1evwsXFBREREfjnn38wc+ZMANnXITs7O7k4HBwcxN8ZGRkwNzdH165d0bx5czg6OsLQ0BAxMTEIDw/Hn3/+iVevXmHs2LGoWrXqR+0eNiMjA05OTujSpQucnZ1hZ2cHQRDw6NEj7Nu3D7t27UJUVBS6deuGq1evqmxxB6jfb1K//fYbfHx8AABly5bFtGnT4OzsjNTUVBw7dgxLly5Fz5498f79e7Xp/uGHH8R4mjdvDg8PD1SoUAEGBga4du0ali9fjps3b2LUqFEoXbo0unTpUvid9YWbOnUqnj9/jmbNmsn1uFBUXr58iaFDhyItLQ02NjYYO3as2PPFhw8fcP/+fZw5cwZ///230uV37dqFQYMGQRAEVKhQAWPHjkX16tVhbW2N6OhorF+/HocPH8b69ethYmKCpUuXqkzL6tWr8e+//8LNzQ0jRoxAuXLl8OTJEyxYsAD//vsvAgIC4Ofnh+vXr2PPnj3o378/+vfvD1tbW9y7dw/e3t64ffs21q5dix49eqBDhw5FtNeySa9DANC+fXvExMSga9eu+PXX/+59hoaGyNnHzfvkZIwfNRSpqSkY+cMENG7WAvolDXDvdiSsbbJvdrduRmDMsIFIT0uDto4O+g8ZjpZtO6CkgQFu3YjAxlXLEP34KVb7b4ehQUnM+3mi3Dp8l/6K9+9V964T9/oteg//EQmJSTA1MVZ41tHkcV27di0uXLiAFi1aYNSoUeJ7waZNm7Bp0ybExcVh2LBhanvOyus7iI+PD0JDQ9GgQQNMmDABjo6OiI2Nhb+/P3bt2oWYmBi0b98eN27cgLGxscp4evbsiWfPnuGHH35Aly5dYG5ujnv37qFcuXIAst+f2rRpg/DwcJQoUQL9+/eHm5sbHBwckJ6ejrNnz2Lp0qWIjY2Fm5sbrly5Ii6bU2Hvux/7/qGJvDF58mSx5WSVKlXw008/oVatWnj37h12796NtWvXok+fPirTKSu3vDFt2jT89ddfALKfCaZOnYp69eohOTkZ+/fvx8qVK/Hu3Tt07twZly5dQu3atVWua+bMmQgNDUW7du0wevRolC1bFk+ePIGPjw9OnDiByMhIuLu7IyQkROE5S9N5xt3dHa9fv8bMmTPRpk0bGBkZ4cqVK5gzZw6ePn2Kv/76C+7u7mjfvr3SOApi8+bNGDx4MABAX19f7ptEUlISrl+/jv379+PevXsaW2dOhXkPLKyrV69i27ZtsLGxwfTp09GgQQOkpKTg8OHDWL58OVJTUzFgwAA4ODjA2dlZXK5Dhw6wt7fH06dP4efnh759+6pch/Q7jZWVlfjMNG/ePEyePBlDhw7F5cuX4ezsLPc9BwB0dXXl/u/j44MZM2YAAKytrTF16lQ0adIEmZmZCAwMxOLFi5GcnAwPDw9YWVmJrd+Vycu3HU28nx47dgyXLl2Ck5MTxo0bBycnJ3z48AH79u3DH3/8gffv32PQoEG4d++ewvZqQq9evfD06VNMnz4dHTp0gIGBAYKDg+Hl5YWEhAQMHz4czs7O6Ny5Mz58+IB58+ahRYsW0NHRwdGjRzFv3jykpqbCw8NDaRozMzPRuXNn8V7XokULjB07Fg4ODoiJicGGDRvw999/49atW2jdujWuXr2qMGRQQkKC+LwBQOE8WLp0Kfz8/HDjxg2123r//n20aNEC7969g4mJCcaMGYMGDRqgbNmyeP36Nfbv3481a9YgNDQUXbt2xblz54p06JrCXFvzKiIiAjt37oStrS0mTZoEZ2dnCIKAY8eOYeHChUhJScHIkSPRqlUrWFtba3gLPxKNFMfTJ40t0omIPh62SC+eFumzZ88WAAjOzs5K5+fWUu3BgwfivTJni3NZWVlZwps3b5TOGzFihELtZkEQhIkTJ4rTldXiz+t2yNZaBiAMHjxYyMrKUhrPwYMHxXCtW7cWUlNTFcL4+vqKYXr37q0wX7aWrUQiEfbt26cQ5tq1a2ItbGtra0FPT08ICQlRCCdbS1za+jQvCtMiXd3fqFGjhJSUFKVxTJ06VQwXGhqqdn2LFy8Wwx49elRpmK1btwoABDMzM+Hly5fi9Py29hs8eLAAQOjZs6fCPE0fbwDC/PnzFcKkp6cL7du3F8McOnRIIUz//v3FY/bw4UOl2xIeHi62tJgxY4bCfNmWP+XKlROePn2qEObcuXNiC80ff/xR6XoKIjw8XMzTlStXVvvs/PjxY4VpmmqRDkDYtm2bQpiEhASxtb+Wlpbw94mzKluk29mXFQAIP89dqHT+xt3/iNvaonU7sZXdhSM7BR2d7JYKTb9xVtoSLz8t0ovr+pGbnHl+3bp1KsNOnjxZDDdz5kyF+VlZWcKAAQPEMD4+PgphZFu76OjoKG3x8ezZM8He3l4AIBgaGgqxsbFy89PS0sTWUR06dBCSk5OVplf2fFfWAkx2u1u3bq3yeigIQp5aXEg9ffpUZZoEIbslcK1atbLzVtOmauPKr9zu87k9l504cULMj6ryQl732/Pnz8VeaCpVqiTExcUphDl//rxcC2Vl14zjx4/nmj8/fPggtr4rV66cytaJ+SV7jxo9erQQERGR61/Xrl3znFcKq6At0oODgwWJRCLo6OgIN27cEKcXZYv09evXi3GranEuCILw/v174f3793LT4uLiBFNTUwGAMGzYMJXHV9rCVUtLS7h9+7bcvJzPRuPHj1dYPjk5Wbx/WVpaChKJRFi+fLlCuOfPnwvG/9+Cu0uXLkrToskW6XmNN2eLdACCgaGhsPfoaZX3yJq16wr4/xZSvlt2Kcx/fvO8UK1yRXG/hp/6W+m9UNlfQtQVoZHLf/Hv37JaLr1FcVw9PT2VvhfIvp+Eh4er3L/5eQdxc3NTmuZffvlFDDNlyhSF+bLPOVpaWsKxY8dUpke67WZmZsLly5eVhomOjhZbSvfv319hvibuu4Lwce8fmsgb169fF9NTr149pa2HN27cKJcmde8i6vKG7Lpq1qwpvH37ViHMkSNHxDANGjRQmJ+z54mRI0cqTcfw4cPFMMp6ttF0njE1NZW7T0jdu3dPvMerug4WRExMjNiS08bGRu39Qtk7iKZapAMFfw8sKNlWu+XKlVPaMvbUqVNiS2oXFxeF+bNmzRLPCVXvby9fvhRbdI8bN05hfl5bAMfGxorHys7OTunxkH3fLVOmjELvdfn5tlPY99Oc129l3wp+/fW/d7eAgAC1258fstd9Ve96st8yrK2tBSsrK+H+/fsK4f766y+1aVy5cmWu+1O2R5CffvpJYb7sO5+y8yAtLU3slVDdM2/jxo0FAELdunWVvgcIgvy10dfXV2G+JlukF+bamtcW6QCE+vXrC+/evVMIs2XLFjFMQd7nP5UW6RwjnYiIiD570nHb3N3dC7S8dKxSILvFlyrSsbeUWb58ORwdHQFk1+R+9uwZAgMDsWzZMgDZLRhHjBihNh153Q4zMzOsXLlSZY1jaasAHR0d+Pn5Ka1R7OnpiTZt2gDIbh3x/Plzlevr3bs3unXrpjC9Vq1aaNq0KYDssdzGjx+Phg0bKoRzc3MTa/yfO3dO7bYVlpmZGYYOHYqNGzfiwoULCA8Px6FDhzBu3DixxvGaNWswbNgwpcsnJiaKv3PWUM7J0NBQ/K1sbMQ3b95gwoQJAIAFCxYUuCVtVlaWOB64sryh6eNdq1YtTJs2TWG6trY21q1bJ9aWlraSlIqOjsbOnTsBACtXrpRrqSqrbt26GDNmDAAoHQtT1ooVK5S2nm/atKmY1zSZpxYvXoysrCxIJBLs2LED9vb2KsOWLVtWY+vNqXPnzujXr5/CdGNjY/j6+gLIzhc7t/grXf7u7UjEPH0CQH58dFnODRtj+OgfAABnTh6H78YdeP/hAzzGTkN6egZMTYyx/o/50NIq3Cvj53D9aNWqFYYPH650XmpqKtatWwcAqFGjhtKxJSUSCXx8fGBpaQkgO/+rM2rUKKX3Gjs7O/z+++8Assdk3bhxo9z8HTt2IDo6Gvr6+ti0aRMMDAyUxu/p6YkGDRoAUH+OaWlpYd26dWLL+8IqU6aMyjQBgKmpKX755RcA2WOpvn79WiPrzQvp/VmVNm3aiC2TVLUMlsptv23cuFEca3D58uWwsrJSCNO4cWPxOqjKwoULAQDffvutyvypr68v5rdHjx7h9OnTauMsiFWrVsHJySnXv3/++Ufj69aktLQ0jBw5EoIgYOLEiRrtyUQd6TOmubk5atasqTJcyZIlUbJkSblpq1atwrt371CmTBn4+Pio7NFozpw5KFOmDLKysrBp0yaV6yhbtix+++03hekGBgYYMmQIgOyeZRo2bKi0ZW7p0qXRvXt3AEX/PFdYw777AVWrK9/f16+G48a1KwCAnv0GoUnzlgphzM1M8ddvXgCy77drNu7I87rHTJ2Di6HZ8S+YOQntWjaVm6/p42pra4sVK1YofS+YPHmy+FvdMcvrO4ienh7Wrl2rNM0///yzmMfXr1+vdhxaDw8PtGvXTum8pKQk8dl27ty5qF+/vtJw5cqVw6xZswBkj9menJyscn0Fve8CH/f+oYm8sXr1amRlZQEAfH19lb7PDB48GB07dlSbVil1eWPVqlXiutatWwczMzOFMB06dBDfuy5duoTQ0FCV6ypVqpT47pzT8uXLxVaMOd9BiiLPzJ07V+l9olKlSuJzbXBwsMrl82vFihViLzW+vr5q7xdF+Q5S0PdATfn9999RunRphektW7aEp6cngOwxvi9fviw3f9iwYZBIJMjKylJ6HgPAli1bkJ6eLoYvKD8/P/FYLV26VOnxqFu3LqZPnw4AePbsmdprQ27fdjT1fqqvr6/yW8GPP/4oTi+q+7uqd71OnTqJ73pxcXGYO3cuKlasqBBu6NChYo8fytIovQZYW1ur3J9z5swRex1cu3YtUlNTxXlpaWlYv349ANXngY6ODtavX6+29fi5c+fEMd83btyo9D0AyL429uzZE0Du30QKq6DX1vzasGEDTExMFKb3799f7NXsU39+VIcF6URERPRZe/bsGcLDwwEUvCDd1tZW/F3Qh1jZbtvfvHmD/v37w8PDA4IgwNbWFmvXrlW7fH62w93dXWV3iRkZGThz5gwAoF27dmpfpqQvoxkZGQgKClIZTl33aLLd86kLV6tWLQAQu0YuCnZ2dnj27Bk2bNiAwYMHo1GjRqhbty7c3Nyw6CdPhBzZibJlso/1tm3bsNd/JVJjbsr9Jb/5r4BZeButMF/6B0DuI9iHD4rde06ePBmxsbFo2LAhRo4cWeDtCgkJQVxcHLS0tBS6hSuK4z1kyBCVL/L29vbih8+goCBkZmaK8w4dOoTMzEwYGBjk+nFO+jEzJiYGjx8/VhrGzMxMbfei0o9kmspTshUWXF1dUbduXY3EWxDquhtu0KCB+GEvJPis0jDSbt0rV6sBuzKqP7aMmTgVNZyyz+GpvyzBkDFTcfdBFABg+byfUc7eTuWyefU5XD8GDBigcl5YWBji4+MBZH/4V9XdnYmJCXr37g0ge4gIdZVV1B3f7t27ix+iAwMD5ebt378fQHZXhbl1iSc9x9R15dukSROUL19ebTyFkZycjOjoaNy8eRM3btzAjRs35D48Xbt2rcjWnZu4uDjcu3dPTNeNGzfEfZpbunLbb9LjZmVlpfZaKO2+VZmEhATxOi39yKZKtWrVxI906o73127hwoWIjIxE+fLlxe5RPwbpM+bbt2/zXdlAes537txZbYUXbW1tNGrUCID6PNCjRw+VH39lr8fqunyWhnv79q14bfwUde72rcp5IcFnxN89+qi+/jd2qYeqjhUAAKfOheRpvctW+2Hzrr8BAEP6dsePIxXPc00f1549e6qMp0qVKmJBqqp7aH7eQdq1a6cwxIeUlpaWWCHjzZs3YpzKqLvvnjlzBu/evQOQ+/VPeq9LT09HWFiYynAFve8qU5T3D03kDek2ODk5qSxQBvJWkJhb3pCuq0aNGkoLyKSk7yCyyyjTu3dvlRXyjIyMxOesmzdvylWE13SekUgk6N+/v8o4pPv1zZs3GrsOSissVKhQoViHaSnoe6AmSIcHUkU2z+bMR+XLlxcrjav6niPtrr1+/friu0VBSNdtZmaGHj16qAwn24hCXb5X921Hk++n6obIMjY2FisNFdX7Vl7e9SQSicpnkJIlS6pMY0xMDG7dugUg+zqian9qa2uL94O3b9/K3afCwsLw9u1bAHk/D5SRXserVKkCJycnleGA/65HoaGhyMjIUBu2MAp6bc0PJycnleeVRCIR825Rfg8saixIJyIios+a9KXT3t6+wC8WDg4OaNasGQBg2bJlqFGjBmbPno1Tp07lOn6prAYNGsDLK7v1ytmzZ/Hs2TNIJBL4+fmprIlakO1Q9+L38OFDMc3qPmjknK9unKfKlSurnCfb8iAv4WRbfGuarq6u2taQlSqUg9+KheL/fTZsVQijL/PRSlpjXRXZGsw5W5EFBQXBz88PJUqUwOrVqwvVqvfAgQMAgEaNGinko6I43i4uLmrjkbZ0TU5OlnsRkrYMeP/+PbS1tSGRSFT+de7cWVxO1cuao6Oj2v1mYWEBQHN5KioqSvwYJr0eFJe8HoPohw+UtvgKCjwOAHBto/olH8iuVb/oz9UoWdIAH1JScODYKQBA725u6Nejs9pl8+pzuH6ou6bKniuaOMd0dXXVjg+qo6Mj3gOkYwNLSc+xY8eOqT2/JBIJlixZAkD1+QWo3+6CevXqFWbMmIEqVarA2NgYDg4OqFmzpthqWbZyzKtXrzS+fnXOnz+PPn36wNLSEjY2NqhcubJci2pphbfc0pXbfpMe+zp16qi9hjk5Oakcg/LKlStiK79+/frlerylaS7oxy91vLy8IAhCrn/SArRP0Z07dzB//nwA2a3+1D0raFqXLl3Ea1j37t3RqlUrLFu2DGFhYWoLITIzM8Vxk9esWZNrHtizZw8A9XlAk9djoGif6QrDwNAQZcuVVzn/3p3bAAAdXV1UraG61ScAuNTNPt/vRz1CWpr658IjgWfw87zsFl9NGtbHigWKFTaK4rhKW9epIu1NS9Xxys87SF6fTwDFe5gsdddR2Zamtra2avePbKtdVfuoMPddqY9x/9BE3khNTRXHz87PsVJFXd6QXVduz0d169YVK/Fo4h0EkD9Wms4zVlZWYi9DykjfQQDNXAfT09PF/dK0aVO141wXtYK+B2pC3bp1VfbCAGQ/V0mfm5Sdq9KC6/v37yu0er18+bK4jwvTGh34Lw/Xq1dPbcvkUqVKiRVn1OV7ddcFTb6f5nav0PS7dU55ebawsrJS2QOkbLicadTE+5psnirM9VN6Pbpz506u1/GxY8cCyL4GvHnzRu06C0NT9251ijt/fQwsSCciIqLPmrSQUV3L1bzYvn27WLM/MjISc+fORevWrWFmZobmzZtj9erVYlet6kyfPh0VKlQQ/z9ixAi0b6+8a2VZ+dkOdS8Xsg/guXUlLtttmroHd3UfnGULCfISLq811yOfvEJ6ZnYhQnpmFiKfvCrUn1TThvVRrXJ2V2EXQv8rqJAyNpLprj1ZfSUK2e4AZbtNTE1NxahRowBkd5NWp06dPG2zKtK8IVv4LFUUxzu3eEqVKqU0ntjYWLXLqaKqskpuBR3SPJXzGBaU7MdP2V4qikNej4EgCEh4Fy837/WrOERcza5d79pafUE6ADhUrISho/7rYtra0gJ/zp+ZzxSrVhzXj/z6mNdUCwsLla3apaTHN2ccBTnHlPWWIaVuuwsiLCwMVatWxYIFC3D37l0IglDgtGmat7c3mjZtil27duX6oSq3dOW236StWXLrNaBEiRJyH+Nlafp6+jUTBAGjRo1CamoqunfvrvReWpQsLS2xf/9+lClTBoIg4PTp05g4cSKcnZ1hYWGBHj16iIVVst68eVOg1knq8oAmr8dA0V2TC8vExFTt/Hfx2eeoqamZ2kIbAChlk12YJggC3v5/i1dlIu/cx+AxPyErKwvlypbBjrXLoKurWMDysY8rkPs9ND/vIAV9RsxJ3XVU09e/wtx3gY93/9BE3nj79q14783PsVJFXd6Q3uvysi4dHR2xYPpLegcBNHMdfPPmjXjcPpd3EED9sSyKdWtra4vPTcrW3a1bN7HSubT1udSGDRsAZHdvrq63gbyQrjsvw7ZJ3w0Kej3U5PtpYe8VhZWXZ4uCplET72v5iUPd9fNTfIb/GOd1ceevj0H9EyMRERHRJ+zDhw84dSq7BWVBu3WXKlOmDC5cuICTJ08iICAAZ86cQWRkJNLT03Hu3DmcO3cOS5YsweHDh9XWpj106JBc7ezg4GB8+PBBocVyYbYjt49BUsVZm/1TVs2xIm7dfYCUlFS8fhsPa8v/CjLK2P73EvHs+UvUr626pdKTJ0/E37JdqgcEBODu3bvQ0dFB9erVsWOH4riakZGR4u8bN26IYRo2bCg3tri0W2Qg97yhqeNd0HikL0VWVlb5GqdX1VjqX7PCHMuzpwORlZUFSytrONWpl2v4pMRE/LN3p/j/V2/e4krELbRsqr42/5fkY15TCxOH9Bzr2LGj0nGO8yuv250XaWlp6N27N16/fg0dHR388MMP6Nq1KypXrgxzc3Oxi9qHDx+K4x7mVtCuKSdPnsScOXMAZHeZOnnyZDRt2hT/+9//YGhoKBakzZ49G3Pnzs01Pk3uN1VkPzKtWbMGjRs3ztNymq4c8SUICQkRh0Bp3Lix0ntyXFyc+DsqKkoMU7NmTbXj1OZVs2bNcP/+fezduxeHDx/G2bNn8fTpUyQkJGDfvn3Yt28f2rdvj4CAAPFDpGweGDFihNIxy5VR1cvB10TrIz8nv3rzFj08xiIxKRlGhgbY67dC7tlS1qd2XPP7DqKpfabuOiq7j8LDw9W2+JSlatzgwqT5Y94/NJ03Cnus8pM3PpV3EEAzeeZrVpzfDwq7bl1dXQwaNAjLli3D7t27sWLFChgaGiIlJQXbt28HID+UQ2F9jOsh5d+n8r5Wu3ZtbNmyJc/LlSlTpsDrzA2/C2oGC9KJiIjosxUYGIgPHz7AwMAArVu31kicrVu3FuN6/fo1AgMD4evri1OnTuHBgwfo06cPrly5onTZly9fil2KmZiYICEhAbdu3cKUKVOwcuXKj7Idsq3bXr58qTasbHd2qlrFfYnUvUhUdawo/r5zP0ptPLdvZ3cNqq2tLY7XBfzX5Xt6errcmICq7N27F3v37gWQXXtetmBZ2hLEwcFBHBdbVlEc75cvX6qtLCK7Htl4pC1NEhMTUa1atc/uo4Bst/nqxrf+GF6+fKl2vHvpMZBIJDAxNZObJx0fvXmrNnkaUmDerGl49iR7nHpjI0MkJiXDc8LPuBwYADNTkwJuwZcj5zmm7tzIyzn2+vVrZGZmqj0/pMc3ZxyWlpaIiYlBWlqaRgr3NOnUqVNiJTIfHx+5cSFlFWW3hapIu9w1NzdHSEiIypbimkqbubk5Xrx4IVc4q0xmZqZciz5Zsl3KGhgYfHLH+3MiOwzLlClTcg1/9uxZnD17FkB2t/aa2vf6+voYMGCAODZ0VFQUDh06hBUrVuDu3bs4duwYfv75Zyxblt01uOz5LwgC84AGmZplVziJj3+LjIwMta3SX8a+BpB9vzU3VWzpnp6ejr6eExD9+CkkEgn8Vy5CzWqq7xOf2nHN7ztIbs+aqp4R80P2+mdtbV3ows7C3Hc/5v1DE3lDtoAwP8dKmdzyhmzFrdziysjIwOvX2edSbu8g6uT2DgJoJs98bBYWFtDS0kJWVtYn8Q5SkPdATa1bnYyMDPFcU7XuESNGYNmyZUhKSsLu3bvh4eGBv//+W+wevbDdukvX/fz581zTC/z3blDQffUpvZ9+yjTxTSTnNS2v50FO0utRUlJSsd/jpT7GvftrwK7diYiI6LMlLWRs06YN9PX1NR6/paUl+vTpg5MnT6JLly4AgKtXr4rjweU0bNgwxMXFQUtLCwcPHsS3334LAPjrr79w9OhRlevR5HZUqFBBbM3077//qg176dIl8fen8pD/Mdy69wAAoKenC0tzM7l5znVqil1xngu5nHNRUVpaGkJCQgBkjzmV15YP+SXNG6paghTF8Q4NDVUbj3S+gYGB3DAG0rETU1NT5cYq/Fw4ODiIHyClhSjFJa/HoJxDBbmWSGmpqbhwNggA4Nom9yEljh38B/sDdgEAhvb/FhtXLgIAPI15gR+m596y6msge65o4hxLS0vDtWvXVMaRkZEhjpGaMw7pOXb58mWkpaWpTYum5LUFg7TnDADo06ePynDFcW2Qpq1ly5Zqu1vXVNqklZ6uXr2qduiJiIgIuUJeWXXq1BH3/fnz5zWSLvq0ODg4YOzYsQgNDRULfXbt2iXO19XVFfMS84BmOVbJHsczPS0Nt2+qHrcWAC5fzR4rtJJDOaVdtf8441cE///z4pypP6Jzu5Zq4/vUjmt+30Hy+nwCFPzdQnYsbk3so8Lcdz/m/UMTeUNfX1+s3JufY6VMbnlDT09PXFduz0dXrlxBeno6AM28g+SMR9N55mPT0dERt+fcuXMfrcceZQr6HqgJV69eVTu8wbVr18TnX1X5qHr16uJwfdLu3aXdupcrV05thaG8PvNK1x0eHq42vbGxsXj06JHa9ObmU3o//ZRp4n3NyclJ/F2Y66f0evTw4UO5Qvvi9DHu3V8DFqQTERHRZ0kQBHFMycJ2654Xsi9dsmNVSfn4+ODw4cMAgKlTp6JZs2bw9fUVu2gaOnSo0uU0vR3a2tpo0aIFAODEiRN4+vSpyrDr1q0Tl3F1dS30uj8HF0LDEXnnPgCgsUs9hRa7xkaGaNn0GwDAqXMheBqj/OUnICAACQkJALK7iJPl4eEBQRDU/sl2fe7l5SVO9/DwEKcnJiaK3dGqyhtFcbw3b96s8gPOs2fPcPz4cQCAq6urXOsed3d38QPE8uXLVcb/qdLS0hLHgDxz5ozKnic+ho0bN6qcFxoaihs3sj/8f9O0udy8SyHn8T45Gbp6emjUrIXadbx88Rze0ycDyC6QXzJnKtzausJzUG8AwO5/jmB7gOK4vV+b+vXrix+wNm7cqLJgNDExUSwEq169utpxDNUd33379omtlNu0aSM3T1qh6927dwpjPxYV2Y/nqgp9Ach9SExOTlYaJisrS2zd9zFJ06YqXUD2R/7cPrzllfR54dWrVzhy5IjKcJs2bVI5z9raGt98k30v2rZtW66t20k1V1fXXO/JUVH/9UAzZMgQcbq3t3eRp8/ExAQuLi4AFJ8vpef87du3cezYsSJPy9fim6b/3R8Ddm1TGS7k8lXcuptd+bJVs28U5q9Yuxl+27J7FOrboxN++iH3XoiAT+e4FuQd5Pjx4ypbRWZlZYn3N3Nzc9Srl/vwMsq0adNGrCT6559/aqRQsaD33Y99/9BE3pBuQ0REhNpnWWnhojJ5zRvSdd28eVOucCon6TuI7DLK7N69W+U488nJySqfs4oiz3xs0v0cFRWFf/75p9jSUdD3QE148+aNWIFDGdk8qy4fSXtFOnfuHE6fPo2TJ08CyH5HV1dYLn3mVfe8K7vu+Ph4BAQEqAy3fv16cV+qS686n9L76afMzs4O1apVA5BdKTEpKUlpuMzMTPj7+wNQvE/Vr19fbJWe1/NAGel1XBAE/PHHH/nelqJQ0GsryWNBOhEREX2WwsLC8Pz5c0gkEvHloqCuXr0qtkRQRhAEBAYGAsiuqVy+fHm5+Xfu3BG7C61fv744lp6FhQX8/f0hkUjw4sULjBw5ski3Q2rMmDEAsltgDB8+XGwBIGvDhg3iC0CPHj2+iAfmk8cOq/1w8iDqMYaMmSr+f9QQ5a0mx4/yAJD98Wz8z/Pkxt0DssfCnDo1Ox4zMzOVXRgX1rFjx5CWlgZjY2OxsFwZTR/vq1evYvHixQrTMzIy4OnpKbYEGD16tNz8KlWqoFevXgCAHTt2YOnSpWq3LyoqShyv7lMxefJkaGlpQRAE9O3bV23FBHXzCmv//v1yLROlkpKSMGrUKADZH1Z6DxgiN1/arbvLN41haGikMn5BEDBjwlgkvIuHtrY2Fv6xCob//wFykdcUVK6YPbzA+J/n4fGzr7sbQT09PfEcv3HjhtIxUAVBwNixY8VCsLFjx6qNc9WqVQgODlaY/uLFC0yenF25wcDAAEOGyB/fIUOGiF3+T548OdeWKcHBwWJlnIKSvVY8ePBAZTjZ4S2kH6hymj59OsLDwwuVnoKQpi04OBj3799XmB8XF4dBgwZpbH1DhgwRx4QfP3680kp0Fy9exF9//aU2npkzZwIAEhIS0LNnT7FbUmVSU1Px119/ISUlpeAJpyJx7Ngxtd2xvnv3TiyAkh3aBQDGjRsHI6Psa/nQoUPlen5Q5tChQ7h+/XohU/zlq1WnHmrUqgMA2Lt9M0KCFa+l7xISMXZa9vO8lpYWRg6Wf2Y8fjoY0+YuAQC41HXC6sW/5Hn9n8pxLcg7SGpqKkaNGqXwbAwACxcuREREdgv+YcOGidfB/DIzMxPvoxcuXMCECRPU9u7x8uVLuYJaZQp63/3Y9w9N5I1Ro0aJhYUjR45UWglg69atYgVwZfKaN0aPHi1WSh45cqRYyVjW8ePHsX79egBAgwYNxIpDyrx48QKTJk1SOm/ixImIjY0V1yurKPLMxzZ27FgYGhoCyD6G0kqzyhTlO0hB3wM1ZeLEiUq7oT5z5gx8fX0BZH9vUZeP+vTpA2NjYwiCgP79+yMrKwsSiQRDhw5Vu27pM+/Dhw/VflMYOnSoWHFj0qRJePbsmUKYa9euYf78+QCyx77u1q2b2nWr86m8n37qpN9E4uLi8OOPPyoNM2fOHERGRgIAPD095e5Tenp6Yh7J63mgTLt27dCgQQMAwOLFi5W+08uKiIhQW4FEFWnFEIlEgqCgILVhC3ptJXkcI52IiIg+S9Ja8vXr1y90IfDVq1cxdOhQuLi4wN3dHfXq1UPp0qWRnp6OqKgo+Pn54cSJEwCya5jKri89PR0DBgzA+/fvUbJkSWzZskWum+82bdpg3LhxWL58Ofbt24cNGzbIjc2lye2Q6tSpE3r16oXdu3fj+PHj+OabbzBx4kRUrVoVb9++xY4dO8Qa3RYWFrkWeH4M9+/fl/vA9exNIt7//4ef98nJ2LdbvsC1aYtWsLYpJTftR88h+F95B7Tp0BlOdeqitK0ddHR18Sr2JVadPQT/HQFISn4PAOjp3h7d3NoqTUvLpg3Rq2tH7P7nCA4ePw23vp74wXMQbEtZ48bte1j0py8eP34CAFi0aJHceFqaJM0b7du3V9t1vKaPt7OzM6ZOnYqrV69i8ODBsLGxwb1797B06VLxY7+7uzs6d+6ssOyqVatw+fJlPHz4EJMmTcI///yDwYMHo0aNGtDT08Pr169x7do1HD16FKdOnUL37t3Rr1+/gu4ijatTpw7mzJmDWbNm4e7du3BycsKYMWPQsmVLWFpaIj4+HlevXkVAQABKlCgh17OAJjk7O6N///44c+YMevbsCRMTE1y/fh2LFi3CnTt3AAD9Bg9DlWo15JY7czL7OpVbt+4b161GyPnsgoNRP05CrTr1AGR/tDIoWRJ+KxbAtetAvEtIxPBx03Fs14Y8jbf+pZo9ezYCAgLw8OFDeHt7IyIiAkOHDoWtrS2ioqKwcuVK8QNGo0aNlFaakrK2toaBgQHatm2LCRMmwM3NDXp6erh06RLmz5+PmJgYAMDcuXNhY2Mjt6yenh527doFV1dXJCUloVWrVujbty+6desGBwcHcWzNsLAw7Nu3DxEREVixYoXaiji5qVu3LvT19ZGSkoJZs2ZBR0cH5cqVE/NDmTJlULJkSbRv3x42NjaIjY3FzJkzER0dje7du8PKygr379/H2rVrcfLkSTRp0uSjd7s6ePBgHDhwAMnJyWjRogWmTZuG+vXrA8j+4L506VK8ePECjRo1wsWLFwu9Pjs7O3h5eWHGjBm4f/8+6tevj2nTpsHZ2Rmpqak4duwYfv/9d9jZ2SE5ORlxcXFKW0i5ublh3Lhx+OOPP3D27FlUq1YN3333HZo2bQpLS0skJyfj/v37OHfuHAICAvD27VuFQqAvxZ49e+RaF8k+L+QsHCtdujQ6dOjw0dKWm+3bt8Pd3R1t27ZFu3btULNmTVhYWCAxMRE3btzAypUrxY/w3333ndyypUqVwsaNG9GzZ088f/4czs7O8PDwQMeOHWFvb4/09HQ8ffoUly5dwp49e/Dw4UMcOHAAtWrVKo5N/azMWbQU/bp2QHpaGr7z6IcBHiPg2qYdSpY0xK2bEdi4aimiHmUXSEz4zgM1qv5XWeht/DsM+n4KMjMzYWRoAK+ffsCD6Mdq1+dkXVl8lvtUjmtB3kGcnZ1x4MABNGnSBBMmTICjoyNiY2OxceNG7NixAwBgb2+PWbNmFSptv/zyC86cOYN///0Xf/zxB4KCguDp6Yk6derA0NAQb9++xc2bNxEYGIgjR47AyclJZcXWwtx3P/b9QxN5o3bt2hgzZgxWrlyJy5cvi8/1Tk5OePfuHXbv3g1fX184Ozur7JI+r3nDyckJkyZNwuLFi3Ht2jXUq1cPU6dORd26dZGcnIwDBw7gzz//RGZmJnR1dbFmzRq12+/s7IxVq1YhKioK3333HcqWLYsnT55g1apVYgv9unXrKlwrAc3mmeJQunRprFq1CoMHD0ZsbCwaNGgAT09PdOzYEaVLl0ZSUhJu3LiB/fv3486dO2orNxZGYd4DC6t27dqIjIxE/fr1MX36dDRo0ACpqak4fPgwli1bhoyMDGhra+daEdHQ0BB9+/bF2rVrxa61W7VqhXLlyqldrnHjxvDz80NsbCwmTpyIgQMHwtTUFADE518g+5qyePFijBkzBk+fPhWf8xo3boyMjAwEBgZi8eLFSEpKgkQiga+vb6GGgftU3k8/dd999x22bt2Kixcvws/PD48ePcL3338PBwcHPH/+HBs2bBB7EKhYsaLS+9Ts2bOxa9cuPH36VOE8uHv3LpYuXYrQ0FC1108guzepBg0a4M2bN+jTpw+2bNmCPn36wNHRESVKlEBsbCyuXLmCAwcOICQkBJMmTSrSXjYLc22l/7AgnYiIiD5LuY0dXRChoaFqxw9q3LixWKNeysvLC2FhYQCAJUuWoGrVqgrLLVy4EIGBgbhx4wbGjRsHV1dXcUyxotgOILvL2IyMDOzbtw/h4eEYOHCgQhg7OzscOnRI7H6+OAUHB6usJR7/9g1mTpKvVey382+FgnQAeBwdhQ2rV6hd18jBfbDYe6raML6/z0ViYhKOnjqHMxcu4cwF+e4KtbS0MGvWLLUFZoWRlZUlthTJS97Q5PH29fXF8OHDsX37dqUtxps0aYKtW7cqXdbCwgLnz59H7969ce7cOZw9e1Ztq1kTE5NctuzjmzlzJrS0tODl5YX4+HjMmzcP8+bNUwhXmMLJ3OzatQutW7eGj48PfHx8FOZ/++23+Gm2fMvou7cjEfM0u4KHuoL0u7cj8cdv2dtTp74LRv0wQSFM/do18fOE0fD+bQXOXbyMZav9Men7YQrhvhbGxsY4efIkOnbsiNu3b2Pv3r3Yu3evQrgmTZpg//79aru6NDAwwJ49e9CxY0csWLAACxYsUAjz448/YuLEiUqX/+abbxAUFITevXvjyZMn+D/27j1O67LA+/h3YDgzgqCmghwSUTRcDWRDJcDU3MfVTH2VbqiY2aqVWKQpbaSmi+YjRltq5hGzB3vylIfMJxcUDz0GoVLhqfWEsSmeRmEQhXn+8GH2YjkO3DMDzPv9evl63c1cv+u6Jubm5p7P/H6/m266aY3Px2Tjn2M1NTU5/fTT8/3vfz9/+MMfcvDBB6/0+enTp2fUqFHp0qVLpk6dmiOOOCJLlizJT37yk1V+YD5q1Kj86Ec/avZ77x199NE58cQTc9111+Wvf/3rKmeptG3bNpdddlnefPPNioSQJDn77LPz4osv5ic/+UleeumlnHbaaSt9fptttsn//t//O0ceeWSSrPHexJdddll69OiR733ve/nP//zPtV5qvEuXLhW/zOqm4pvf/GbDfUb/u2uuuWalf5uNHDlykwrpyYe/dHnPPfes9QzQU045ZbVnUB155JG54447Mnbs2Lzxxhu58sorc+WVV652jjZt2jSc0cjaDdpjcH587c/yjVNPyrvvvJPrr7o811+16uvtKWOPzffOOWOlj739zrt5u/adJMm7ixbnH49d978Fn3/++ZWuaLUp/LluyHuQr3zlK3nggQdy/fXX55hjjlnl8zvssEN+85vfNMSnDdWhQ4f8n//zfzJ27NjceuuteeKJJ9Z6tZe1vdZtzOtuS7x+VOJ7Y/LkyfnrX/+aW2+9NU899dQq77H69++fm2++OTvvvPNq523M98ZFF12URYsW5fLLL89f/vKX1b436tatW37xi19kr732WutcF154YS699NLce++9uffee1f5/G677Za77ror1dWr5oxKfs+0lOOOOy7Lly/Pqaeemrq6uvzwhz/MD3/4w1XGrSsIb4yNeR+4sfbaa6989atfzamnnrraP7v27dvnhhtuyN///d+vc64vfelLK91OqDyRYU2OOeaYTJo0Kf/xH/+RH/zgByvdqqxv37554YUXGv73aaedlrfeeivf+c538re//S1f//qq76c6dOiQq666Kv/jf/yPda69LpvC+9NNXdu2bXPXXXfl8MMPz8MPP5x///d/z7//+7+vMm7QoEH59a9/3XD1j1K3bt1y77335sADD8x//ud/rvZ5MHbs2IwcOXKtVzjYeeed8+ijj+aoo47KH//4x9x5551rPeu8qf8+2pi/W/kvrfe0AgBgs/XKK680XB62EgH62GOPzT333JOvf/3r2X///dO/f/907tw57du3T+/evXP44YfnpptuysyZM9OzZ8+G4x566KFcfPHFST48c+y//6B8hQ4dOuSmm25Khw4d8u6772bMmDFZtmxZxb+OUseOHXPrrbfmV7/6VY488sjsuOOOad++fbbeeuv8/d//fSZNmpSnn356nT/Q2Jz86Jqf5eSvjMvf7zsiO/Xtl5qttkp1dXW6dd86Q/5uj5x+8vGZff9t+eGk76RDh/ZrnatTp465/cYrcv2PLs6nPjk8223TI+3bt0vvHbfP5z97aB566KEmvXfq7373u7z22mtp06bNer35ruSf99Zbb51HHnkkkyZNyl577ZWampp07do1++yzT/7t3/4tDzzwQGpqatZ4/Pbbb58HH3wwd911V77whS/kox/9aDp37px27dpl2223zb777pvx48fngQceWOv9GVvShAkT8uc//zlnnHFGPvaxj2Wr//+9tO2222bkyJG54IILcuONNzbZ+v3798/s2bMzYcKEDBo0KJ07d063bt3yyU9+Mj/72c/yy1/+cpU3uisu6z5w0B7ZsVfv1c679L338q3TT83S995L5y5dMumyH68xvJ351S9l32Ef3jfuvEv+LU/88akKfoWbn379+uWJJ57Ij370o4wcOTI9e/ZMu3bt8pGPfCSHHHJIbrzxxjz44IPp0aPHOucaOnRo/vCHP+T000/PzjvvnI4dO6Znz5455JBDcs8996zzfnqf+MQn8uyzz+bKK6/Mo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+"
+class="
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="Detailed-results">Detailed results<a class="anchor-link" href="#Detailed-results">&#182;</a></h1>
+</div>
+</div>
+</div>
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h3 id="All-results-(acc1)">All results (acc1)<a class="anchor-link" href="#All-results-(acc1)">&#182;</a></h3>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[74]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">metric</span> <span class="o">=</span> <span class="s2">"acc1"</span>
+<span class="n">df_metric</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">pivot</span><span class="p">(</span><span class="n">df</span><span class="p">[</span><span class="n">df</span><span class="p">[</span><span class="s2">"language"</span><span class="p">]</span><span class="o">==</span><span class="s2">"en"</span><span class="p">],</span> <span class="n">index</span><span class="o">=</span><span class="s2">"model_fullname"</span><span class="p">,</span> <span class="n">columns</span><span class="o">=</span><span class="s2">"dataset"</span><span class="p">,</span> <span class="n">values</span><span class="o">=</span><span class="n">metric</span><span class="p">)</span><span class="o">.</span><span class="n">T</span><span class="o">.</span><span class="n">dropna</span><span class="p">()</span>
+<span class="n">df_metric</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+<div class="jp-OutputArea-child jp-OutputArea-executeResult">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[74]:</div>
+
+
+
+<div class="jp-RenderedHTMLCommon jp-RenderedHTML jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/html">
+<div>
+<style scoped>
+    .dataframe tbody tr th:only-of-type {
+        vertical-align: middle;
+    }
+
+    .dataframe tbody tr th {
+        vertical-align: top;
+    }
+
+    .dataframe thead th {
+        text-align: right;
+    }
+</style>
+<table border="1" class="dataframe">
+  <thead>
+    <tr style="text-align: right;">
+      <th>model_fullname</th>
+      <th>xlm-roberta-large-ViT-H-14 /fsx/rom1504/open_clip/xlm_roberta_large_H_14_semi_frozen/prepared/open_clip_pytorch_model.bin</th>
+    </tr>
+    <tr>
+      <th>dataset</th>
+      <th></th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th>cars</th>
+      <td>0.936</td>
+    </tr>
+    <tr>
+      <th>country211</th>
+      <td>0.317</td>
+    </tr>
+    <tr>
+      <th>fer2013</th>
+      <td>0.535</td>
+    </tr>
+    <tr>
+      <th>fgvc_aircraft</th>
+      <td>0.467</td>
+    </tr>
+    <tr>
+      <th>gtsrb</th>
+      <td>0.624</td>
+    </tr>
+    <tr>
+      <th>imagenet-a</th>
+      <td>0.593</td>
+    </tr>
+    <tr>
+      <th>imagenet-r</th>
+      <td>0.894</td>
+    </tr>
+    <tr>
+      <th>imagenet1k</th>
+      <td>0.770</td>
+    </tr>
+    <tr>
+      <th>imagenet_sketch</th>
+      <td>0.658</td>
+    </tr>
+    <tr>
+      <th>imagenetv2</th>
+      <td>0.694</td>
+    </tr>
+    <tr>
+      <th>mnist</th>
+      <td>0.780</td>
+    </tr>
+    <tr>
+      <th>objectnet</th>
+      <td>0.692</td>
+    </tr>
+    <tr>
+      <th>renderedsst2</th>
+      <td>0.645</td>
+    </tr>
+    <tr>
+      <th>stl10</th>
+      <td>0.989</td>
+    </tr>
+    <tr>
+      <th>sun397</th>
+      <td>0.755</td>
+    </tr>
+    <tr>
+      <th>voc2007</th>
+      <td>0.799</td>
+    </tr>
+    <tr>
+      <th>vtab/caltech101</th>
+      <td>0.850</td>
+    </tr>
+    <tr>
+      <th>vtab/cifar10</th>
+      <td>0.972</td>
+    </tr>
+    <tr>
+      <th>vtab/cifar100</th>
+      <td>0.843</td>
+    </tr>
+    <tr>
+      <th>vtab/clevr_closest_object_distance</th>
+      <td>0.205</td>
+    </tr>
+    <tr>
+      <th>vtab/clevr_count_all</th>
+      <td>0.337</td>
+    </tr>
+    <tr>
+      <th>vtab/diabetic_retinopathy</th>
+      <td>0.228</td>
+    </tr>
+    <tr>
+      <th>vtab/dmlab</th>
+      <td>0.126</td>
+    </tr>
+    <tr>
+      <th>vtab/dsprites_label_orientation</th>
+      <td>0.029</td>
+    </tr>
+    <tr>
+      <th>vtab/dsprites_label_x_position</th>
+      <td>0.027</td>
+    </tr>
+    <tr>
+      <th>vtab/dtd</th>
+      <td>0.693</td>
+    </tr>
+    <tr>
+      <th>vtab/eurosat</th>
+      <td>0.679</td>
+    </tr>
+    <tr>
+      <th>vtab/flowers</th>
+      <td>0.775</td>
+    </tr>
+    <tr>
+      <th>vtab/kitti_closest_vehicle_distance</th>
+      <td>0.138</td>
+    </tr>
+    <tr>
+      <th>vtab/pcam</th>
+      <td>0.579</td>
+    </tr>
+    <tr>
+      <th>vtab/pets</th>
+      <td>0.944</td>
+    </tr>
+    <tr>
+      <th>vtab/resisc45</th>
+      <td>0.683</td>
+    </tr>
+    <tr>
+      <th>vtab/smallnorb_label_azimuth</th>
+      <td>0.056</td>
+    </tr>
+    <tr>
+      <th>vtab/smallnorb_label_elevation</th>
+      <td>0.107</td>
+    </tr>
+    <tr>
+      <th>vtab/svhn</th>
+      <td>0.535</td>
+    </tr>
+  </tbody>
+</table>
+</div>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[75]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">metric</span> <span class="o">=</span> <span class="s2">"mean_per_class_recall"</span>
+<span class="n">df_metric</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">pivot</span><span class="p">(</span><span class="n">df</span><span class="p">,</span> <span class="n">index</span><span class="o">=</span><span class="s2">"model_fullname"</span><span class="p">,</span> <span class="n">columns</span><span class="o">=</span><span class="s2">"dataset"</span><span class="p">,</span> <span class="n">values</span><span class="o">=</span><span class="n">metric</span><span class="p">)</span><span class="o">.</span><span class="n">T</span><span class="o">.</span><span class="n">dropna</span><span class="p">()</span>
+<span class="n">df_metric</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+<div class="jp-OutputArea-child jp-OutputArea-executeResult">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[75]:</div>
+
+
+
+<div class="jp-RenderedHTMLCommon jp-RenderedHTML jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/html">
+<div>
+<style scoped>
+    .dataframe tbody tr th:only-of-type {
+        vertical-align: middle;
+    }
+
+    .dataframe tbody tr th {
+        vertical-align: top;
+    }
+
+    .dataframe thead th {
+        text-align: right;
+    }
+</style>
+<table border="1" class="dataframe">
+  <thead>
+    <tr style="text-align: right;">
+      <th>model_fullname</th>
+      <th>ViT-H-14 /fsx/rom1504/open_clip/good_models/h_256.pt</th>
+      <th>xlm-roberta-large-ViT-H-14 /fsx/rom1504/open_clip/xlm_roberta_large_H_14_semi_frozen/prepared/open_clip_pytorch_model.bin</th>
+    </tr>
+    <tr>
+      <th>dataset</th>
+      <th></th>
+      <th></th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th>cars</th>
+      <td>0.935</td>
+      <td>0.937</td>
+    </tr>
+    <tr>
+      <th>country211</th>
+      <td>0.299</td>
+      <td>0.317</td>
+    </tr>
+    <tr>
+      <th>fer2013</th>
+      <td>0.506</td>
+      <td>0.487</td>
+    </tr>
+    <tr>
+      <th>fgvc_aircraft</th>
+      <td>0.426</td>
+      <td>0.466</td>
+    </tr>
+    <tr>
+      <th>gtsrb</th>
+      <td>0.544</td>
+      <td>0.586</td>
+    </tr>
+    <tr>
+      <th>imagenet-a</th>
+      <td>0.581</td>
+      <td>0.575</td>
+    </tr>
+    <tr>
+      <th>imagenet-r</th>
+      <td>0.880</td>
+      <td>0.880</td>
+    </tr>
+    <tr>
+      <th>imagenet1k</th>
+      <td>0.780</td>
+      <td>0.770</td>
+    </tr>
+    <tr>
+      <th>imagenet_sketch</th>
+      <td>0.666</td>
+      <td>0.658</td>
+    </tr>
+    <tr>
+      <th>imagenetv2</th>
+      <td>0.709</td>
+      <td>0.695</td>
+    </tr>
+    <tr>
+      <th>mnist</th>
+      <td>0.733</td>
+      <td>0.780</td>
+    </tr>
+    <tr>
+      <th>objectnet</th>
+      <td>0.685</td>
+      <td>0.680</td>
+    </tr>
+    <tr>
+      <th>renderedsst2</th>
+      <td>0.641</td>
+      <td>0.645</td>
+    </tr>
+    <tr>
+      <th>stl10</th>
+      <td>0.985</td>
+      <td>0.989</td>
+    </tr>
+    <tr>
+      <th>sun397</th>
+      <td>0.751</td>
+      <td>0.756</td>
+    </tr>
+    <tr>
+      <th>voc2007</th>
+      <td>0.851</td>
+      <td>0.856</td>
+    </tr>
+    <tr>
+      <th>vtab/caltech101</th>
+      <td>0.944</td>
+      <td>0.944</td>
+    </tr>
+    <tr>
+      <th>vtab/cifar10</th>
+      <td>0.974</td>
+      <td>0.972</td>
+    </tr>
+    <tr>
+      <th>vtab/cifar100</th>
+      <td>0.847</td>
+      <td>0.843</td>
+    </tr>
+    <tr>
+      <th>vtab/clevr_closest_object_distance</th>
+      <td>0.195</td>
+      <td>0.170</td>
+    </tr>
+    <tr>
+      <th>vtab/clevr_count_all</th>
+      <td>0.256</td>
+      <td>0.337</td>
+    </tr>
+    <tr>
+      <th>vtab/diabetic_retinopathy</th>
+      <td>0.233</td>
+      <td>0.241</td>
+    </tr>
+    <tr>
+      <th>vtab/dmlab</th>
+      <td>0.166</td>
+      <td>0.167</td>
+    </tr>
+    <tr>
+      <th>vtab/dsprites_label_orientation</th>
+      <td>0.027</td>
+      <td>0.030</td>
+    </tr>
+    <tr>
+      <th>vtab/dsprites_label_x_position</th>
+      <td>0.031</td>
+      <td>0.027</td>
+    </tr>
+    <tr>
+      <th>vtab/dtd</th>
+      <td>0.681</td>
+      <td>0.692</td>
+    </tr>
+    <tr>
+      <th>vtab/eurosat</th>
+      <td>0.720</td>
+      <td>0.689</td>
+    </tr>
+    <tr>
+      <th>vtab/flowers</th>
+      <td>0.799</td>
+      <td>0.753</td>
+    </tr>
+    <tr>
+      <th>vtab/kitti_closest_vehicle_distance</th>
+      <td>0.272</td>
+      <td>0.292</td>
+    </tr>
+    <tr>
+      <th>vtab/pcam</th>
+      <td>0.536</td>
+      <td>0.579</td>
+    </tr>
+    <tr>
+      <th>vtab/pets</th>
+      <td>0.943</td>
+      <td>0.943</td>
+    </tr>
+    <tr>
+      <th>vtab/resisc45</th>
+      <td>0.706</td>
+      <td>0.689</td>
+    </tr>
+    <tr>
+      <th>vtab/smallnorb_label_azimuth</th>
+      <td>0.056</td>
+      <td>0.057</td>
+    </tr>
+    <tr>
+      <th>vtab/smallnorb_label_elevation</th>
+      <td>0.110</td>
+      <td>0.107</td>
+    </tr>
+    <tr>
+      <th>vtab/svhn</th>
+      <td>0.557</td>
+      <td>0.571</td>
+    </tr>
+  </tbody>
+</table>
+</div>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h3 id="Imagenet-robustness-results-(acc1)">Imagenet robustness results (acc1)<a class="anchor-link" href="#Imagenet-robustness-results-(acc1)">&#182;</a></h3>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[76]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Imagenet robustness results</span>
+<span class="n">metric</span> <span class="o">=</span> <span class="s2">"acc1"</span>
+<span class="n">df_metric</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">pivot</span><span class="p">(</span><span class="n">df</span><span class="p">,</span> <span class="n">index</span><span class="o">=</span><span class="s2">"model_fullname"</span><span class="p">,</span> <span class="n">columns</span><span class="o">=</span><span class="s2">"dataset"</span><span class="p">,</span> <span class="n">values</span><span class="o">=</span><span class="n">metric</span><span class="p">)</span><span class="o">.</span><span class="n">T</span><span class="o">.</span><span class="n">dropna</span><span class="p">()</span>
+<span class="n">df_metric</span><span class="p">[(</span><span class="n">df_metric</span><span class="o">.</span><span class="n">index</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">startswith</span><span class="p">(</span><span class="s2">"imagenet"</span><span class="p">))</span> <span class="o">|</span> <span class="p">(</span><span class="n">df_metric</span><span class="o">.</span><span class="n">index</span><span class="o">==</span><span class="s2">"objectnet"</span><span class="p">)]</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+<div class="jp-OutputArea-child jp-OutputArea-executeResult">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[76]:</div>
+
+
+
+<div class="jp-RenderedHTMLCommon jp-RenderedHTML jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/html">
+<div>
+<style scoped>
+    .dataframe tbody tr th:only-of-type {
+        vertical-align: middle;
+    }
+
+    .dataframe tbody tr th {
+        vertical-align: top;
+    }
+
+    .dataframe thead th {
+        text-align: right;
+    }
+</style>
+<table border="1" class="dataframe">
+  <thead>
+    <tr style="text-align: right;">
+      <th>model_fullname</th>
+      <th>ViT-H-14 /fsx/rom1504/open_clip/good_models/h_256.pt</th>
+      <th>xlm-roberta-large-ViT-H-14 /fsx/rom1504/open_clip/xlm_roberta_large_H_14_semi_frozen/prepared/open_clip_pytorch_model.bin</th>
+    </tr>
+    <tr>
+      <th>dataset</th>
+      <th></th>
+      <th></th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th>imagenet-a</th>
+      <td>0.592</td>
+      <td>0.593</td>
+    </tr>
+    <tr>
+      <th>imagenet-r</th>
+      <td>0.893</td>
+      <td>0.894</td>
+    </tr>
+    <tr>
+      <th>imagenet1k</th>
+      <td>0.780</td>
+      <td>0.770</td>
+    </tr>
+    <tr>
+      <th>imagenet_sketch</th>
+      <td>0.666</td>
+      <td>0.658</td>
+    </tr>
+    <tr>
+      <th>imagenetv2</th>
+      <td>0.708</td>
+      <td>0.694</td>
+    </tr>
+    <tr>
+      <th>objectnet</th>
+      <td>0.697</td>
+      <td>0.692</td>
+    </tr>
+  </tbody>
+</table>
+</div>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="Robustness-plot">Robustness plot<a class="anchor-link" href="#Robustness-plot">&#182;</a></h1>
+</div>
+</div>
+</div>
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<p>Here, following &quot;Measuring Robustness to Natural Distribution Shifts
+in Image Classification&quot; (https://arxiv.org/pdf/2007.00644.pdf, https://share.streamlit.io/modestyachts/imagenet-testbed-website/main/website.py),
+we show  the deviation from the line fit of (x=imagenet1k accuracy, y=imagenetv2/imagenet-1/imagenet_sketch) which was used
+to measure robustnest improvements separately from accuracy improvements in imagenet1k, as the two are correlated.</p>
+<p>In the plot below, deviation from the line are improvements in robustness.</p>
+
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[77]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">7</span><span class="p">,</span> <span class="mi">5</span><span class="p">),</span><span class="n">dpi</span><span class="o">=</span><span class="mi">100</span><span class="p">)</span>
+<span class="n">df_metric</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">pivot</span><span class="p">(</span><span class="n">df</span><span class="p">,</span> <span class="n">index</span><span class="o">=</span><span class="s2">"model_fullname"</span><span class="p">,</span> <span class="n">columns</span><span class="o">=</span><span class="s2">"dataset"</span><span class="p">,</span> <span class="n">values</span><span class="o">=</span><span class="s2">"acc1"</span><span class="p">)</span><span class="o">.</span><span class="n">T</span><span class="o">.</span><span class="n">dropna</span><span class="p">()</span>
+<span class="n">dataset</span> <span class="o">=</span> <span class="s2">"imagenetv2"</span>
+<span class="n">line_fits_data</span> <span class="o">=</span> <span class="p">{</span>
+    <span class="c1"># slopes and intercepts from https://share.streamlit.io/modestyachts/imagenet-testbed-website/main/website.py</span>
+    <span class="s2">"imagenetv2"</span><span class="p">:</span> <span class="p">(</span><span class="mf">1.112</span><span class="p">,</span> <span class="o">-</span><span class="mf">20.433</span><span class="p">),</span>
+    <span class="s2">"imagenet-r"</span><span class="p">:</span> <span class="p">(</span><span class="mf">1.549</span><span class="p">,</span> <span class="o">-</span><span class="mf">104.556</span><span class="p">),</span>
+    <span class="s2">"imagenet_sketch"</span><span class="p">:</span> <span class="p">(</span><span class="mf">0.931</span><span class="p">,</span> <span class="o">-</span><span class="mf">45.373</span><span class="p">)</span>
+<span class="p">}</span>
+<span class="n">x</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">100</span><span class="p">,</span><span class="mi">100</span><span class="p">)</span>
+<span class="n">slope</span><span class="p">,</span> <span class="n">intercept</span> <span class="o">=</span> <span class="n">line_fits_data</span><span class="p">[</span><span class="n">dataset</span><span class="p">]</span>
+<span class="n">y</span><span class="o">=</span><span class="n">x</span><span class="o">*</span><span class="n">slope</span><span class="o">+</span><span class="n">intercept</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">xlim</span><span class="p">(</span><span class="mi">55</span><span class="p">,</span><span class="mi">90</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">ylim</span><span class="p">(</span><span class="mi">40</span><span class="p">,</span><span class="mi">90</span><span class="p">)</span>
+<span class="n">d</span> <span class="o">=</span> <span class="n">df_metric</span><span class="o">.</span><span class="n">T</span><span class="p">[[</span><span class="s2">"imagenet1k"</span><span class="p">,</span> <span class="n">dataset</span><span class="p">]]</span><span class="o">*</span><span class="mi">100</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span><span class="n">d</span><span class="p">[</span><span class="s2">"imagenet1k"</span><span class="p">],</span> <span class="n">d</span><span class="p">[</span><span class="n">dataset</span><span class="p">],</span> <span class="n">color</span><span class="o">=</span><span class="s2">"green"</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span><span class="n">y</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s2">"red"</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">"imagenet1k top-1 accuracy (%)"</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="sa">f</span><span class="s2">"</span><span class="si">{</span><span class="n">dataset</span><span class="si">}</span><span class="s2"> top-1 accuracy (%)"</span><span class="p">)</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+<div class="jp-OutputArea-child jp-OutputArea-executeResult">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[77]:</div>
+
+
+
+
+<div class="jp-RenderedText jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/plain">
+<pre>Text(0, 0.5, &#39;imagenetv2 top-1 accuracy (%)&#39;)</pre>
+</div>
+
+</div>
+<div class="jp-OutputArea-child">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img 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
+"
+class="
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h3 id="All-results-(mean_per_class_recall)">All results (mean_per_class_recall)<a class="anchor-link" href="#All-results-(mean_per_class_recall)">&#182;</a></h3>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[78]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">metric</span> <span class="o">=</span> <span class="s2">"mean_per_class_recall"</span>
+<span class="n">pd</span><span class="o">.</span><span class="n">pivot</span><span class="p">(</span><span class="n">df</span><span class="p">,</span> <span class="n">index</span><span class="o">=</span><span class="s2">"model_fullname"</span><span class="p">,</span> <span class="n">columns</span><span class="o">=</span><span class="s2">"dataset"</span><span class="p">,</span> <span class="n">values</span><span class="o">=</span><span class="n">metric</span><span class="p">)</span><span class="o">.</span><span class="n">T</span><span class="o">.</span><span class="n">dropna</span><span class="p">()</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+<div class="jp-OutputArea-child jp-OutputArea-executeResult">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[78]:</div>
+
+
+
+<div class="jp-RenderedHTMLCommon jp-RenderedHTML jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/html">
+<div>
+<style scoped>
+    .dataframe tbody tr th:only-of-type {
+        vertical-align: middle;
+    }
+
+    .dataframe tbody tr th {
+        vertical-align: top;
+    }
+
+    .dataframe thead th {
+        text-align: right;
+    }
+</style>
+<table border="1" class="dataframe">
+  <thead>
+    <tr style="text-align: right;">
+      <th>model_fullname</th>
+      <th>ViT-H-14 /fsx/rom1504/open_clip/good_models/h_256.pt</th>
+      <th>xlm-roberta-large-ViT-H-14 /fsx/rom1504/open_clip/xlm_roberta_large_H_14_semi_frozen/prepared/open_clip_pytorch_model.bin</th>
+    </tr>
+    <tr>
+      <th>dataset</th>
+      <th></th>
+      <th></th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th>cars</th>
+      <td>0.935</td>
+      <td>0.937</td>
+    </tr>
+    <tr>
+      <th>country211</th>
+      <td>0.299</td>
+      <td>0.317</td>
+    </tr>
+    <tr>
+      <th>fer2013</th>
+      <td>0.506</td>
+      <td>0.487</td>
+    </tr>
+    <tr>
+      <th>fgvc_aircraft</th>
+      <td>0.426</td>
+      <td>0.466</td>
+    </tr>
+    <tr>
+      <th>gtsrb</th>
+      <td>0.544</td>
+      <td>0.586</td>
+    </tr>
+    <tr>
+      <th>imagenet-a</th>
+      <td>0.581</td>
+      <td>0.575</td>
+    </tr>
+    <tr>
+      <th>imagenet-r</th>
+      <td>0.880</td>
+      <td>0.880</td>
+    </tr>
+    <tr>
+      <th>imagenet1k</th>
+      <td>0.780</td>
+      <td>0.770</td>
+    </tr>
+    <tr>
+      <th>imagenet_sketch</th>
+      <td>0.666</td>
+      <td>0.658</td>
+    </tr>
+    <tr>
+      <th>imagenetv2</th>
+      <td>0.709</td>
+      <td>0.695</td>
+    </tr>
+    <tr>
+      <th>mnist</th>
+      <td>0.733</td>
+      <td>0.780</td>
+    </tr>
+    <tr>
+      <th>objectnet</th>
+      <td>0.685</td>
+      <td>0.680</td>
+    </tr>
+    <tr>
+      <th>renderedsst2</th>
+      <td>0.641</td>
+      <td>0.645</td>
+    </tr>
+    <tr>
+      <th>stl10</th>
+      <td>0.985</td>
+      <td>0.989</td>
+    </tr>
+    <tr>
+      <th>sun397</th>
+      <td>0.751</td>
+      <td>0.756</td>
+    </tr>
+    <tr>
+      <th>voc2007</th>
+      <td>0.851</td>
+      <td>0.856</td>
+    </tr>
+    <tr>
+      <th>vtab/caltech101</th>
+      <td>0.944</td>
+      <td>0.944</td>
+    </tr>
+    <tr>
+      <th>vtab/cifar10</th>
+      <td>0.974</td>
+      <td>0.972</td>
+    </tr>
+    <tr>
+      <th>vtab/cifar100</th>
+      <td>0.847</td>
+      <td>0.843</td>
+    </tr>
+    <tr>
+      <th>vtab/clevr_closest_object_distance</th>
+      <td>0.195</td>
+      <td>0.170</td>
+    </tr>
+    <tr>
+      <th>vtab/clevr_count_all</th>
+      <td>0.256</td>
+      <td>0.337</td>
+    </tr>
+    <tr>
+      <th>vtab/diabetic_retinopathy</th>
+      <td>0.233</td>
+      <td>0.241</td>
+    </tr>
+    <tr>
+      <th>vtab/dmlab</th>
+      <td>0.166</td>
+      <td>0.167</td>
+    </tr>
+    <tr>
+      <th>vtab/dsprites_label_orientation</th>
+      <td>0.027</td>
+      <td>0.030</td>
+    </tr>
+    <tr>
+      <th>vtab/dsprites_label_x_position</th>
+      <td>0.031</td>
+      <td>0.027</td>
+    </tr>
+    <tr>
+      <th>vtab/dtd</th>
+      <td>0.681</td>
+      <td>0.692</td>
+    </tr>
+    <tr>
+      <th>vtab/eurosat</th>
+      <td>0.720</td>
+      <td>0.689</td>
+    </tr>
+    <tr>
+      <th>vtab/flowers</th>
+      <td>0.799</td>
+      <td>0.753</td>
+    </tr>
+    <tr>
+      <th>vtab/kitti_closest_vehicle_distance</th>
+      <td>0.272</td>
+      <td>0.292</td>
+    </tr>
+    <tr>
+      <th>vtab/pcam</th>
+      <td>0.536</td>
+      <td>0.579</td>
+    </tr>
+    <tr>
+      <th>vtab/pets</th>
+      <td>0.943</td>
+      <td>0.943</td>
+    </tr>
+    <tr>
+      <th>vtab/resisc45</th>
+      <td>0.706</td>
+      <td>0.689</td>
+    </tr>
+    <tr>
+      <th>vtab/smallnorb_label_azimuth</th>
+      <td>0.056</td>
+      <td>0.057</td>
+    </tr>
+    <tr>
+      <th>vtab/smallnorb_label_elevation</th>
+      <td>0.110</td>
+      <td>0.107</td>
+    </tr>
+    <tr>
+      <th>vtab/svhn</th>
+      <td>0.557</td>
+      <td>0.571</td>
+    </tr>
+  </tbody>
+</table>
+</div>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h3 id="All-results-(mAP)">All results (mAP)<a class="anchor-link" href="#All-results-(mAP)">&#182;</a></h3>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[79]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># For multi-label classification tasks</span>
+<span class="n">metric</span> <span class="o">=</span> <span class="s2">"mean_average_precision"</span>
+<span class="n">pd</span><span class="o">.</span><span class="n">pivot</span><span class="p">(</span><span class="n">df</span><span class="p">,</span> <span class="n">index</span><span class="o">=</span><span class="s2">"model_fullname"</span><span class="p">,</span> <span class="n">columns</span><span class="o">=</span><span class="s2">"dataset"</span><span class="p">,</span> <span class="n">values</span><span class="o">=</span><span class="n">metric</span><span class="p">)</span><span class="o">.</span><span class="n">T</span><span class="o">.</span><span class="n">dropna</span><span class="p">()</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+<div class="jp-OutputArea-child jp-OutputArea-executeResult">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[79]:</div>
+
+
+
+<div class="jp-RenderedHTMLCommon jp-RenderedHTML jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/html">
+<div>
+<style scoped>
+    .dataframe tbody tr th:only-of-type {
+        vertical-align: middle;
+    }
+
+    .dataframe tbody tr th {
+        vertical-align: top;
+    }
+
+    .dataframe thead th {
+        text-align: right;
+    }
+</style>
+<table border="1" class="dataframe">
+  <thead>
+    <tr style="text-align: right;">
+      <th>model_fullname</th>
+      <th>ViT-H-14 /fsx/rom1504/open_clip/good_models/h_256.pt</th>
+      <th>xlm-roberta-large-ViT-H-14 /fsx/rom1504/open_clip/xlm_roberta_large_H_14_semi_frozen/prepared/open_clip_pytorch_model.bin</th>
+    </tr>
+    <tr>
+      <th>dataset</th>
+      <th></th>
+      <th></th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th>voc2007_multilabel</th>
+      <td>0.801</td>
+      <td>0.837</td>
+    </tr>
+  </tbody>
+</table>
+</div>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h2 id="All-results-(retrieval)">All results (retrieval)<a class="anchor-link" href="#All-results-(retrieval)">&#182;</a></h2>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[80]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">metric</span> <span class="o">=</span> <span class="s2">"image_retrieval_recall@5"</span>
+<span class="n">pd</span><span class="o">.</span><span class="n">pivot</span><span class="p">(</span><span class="n">df_retrieval</span><span class="p">,</span> <span class="n">index</span><span class="o">=</span><span class="s2">"model_fullname"</span><span class="p">,</span> <span class="n">columns</span><span class="o">=</span><span class="s2">"dataset"</span><span class="p">,</span> <span class="n">values</span><span class="o">=</span><span class="n">metric</span><span class="p">)</span><span class="o">.</span><span class="n">T</span><span class="o">.</span><span class="n">dropna</span><span class="p">()</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+<div class="jp-OutputArea-child jp-OutputArea-executeResult">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[80]:</div>
+
+
+
+<div class="jp-RenderedHTMLCommon jp-RenderedHTML jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/html">
+<div>
+<style scoped>
+    .dataframe tbody tr th:only-of-type {
+        vertical-align: middle;
+    }
+
+    .dataframe tbody tr th {
+        vertical-align: top;
+    }
+
+    .dataframe thead th {
+        text-align: right;
+    }
+</style>
+<table border="1" class="dataframe">
+  <thead>
+    <tr style="text-align: right;">
+      <th>model_fullname</th>
+      <th>ViT-H-14 /fsx/rom1504/open_clip/good_models/h_256.pt</th>
+      <th>xlm-roberta-large-ViT-H-14 /fsx/rom1504/open_clip/xlm_roberta_large_H_14_semi_frozen/prepared/open_clip_pytorch_model.bin</th>
+    </tr>
+    <tr>
+      <th>dataset</th>
+      <th></th>
+      <th></th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th>flickr30k</th>
+      <td>0.941</td>
+      <td>0.939</td>
+    </tr>
+    <tr>
+      <th>flickr8k</th>
+      <td>0.745</td>
+      <td>0.741</td>
+    </tr>
+    <tr>
+      <th>mscoco_captions</th>
+      <td>0.734</td>
+      <td>0.731</td>
+    </tr>
+  </tbody>
+</table>
+</div>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[81]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">metric</span> <span class="o">=</span> <span class="s2">"text_retrieval_recall@5"</span>
+<span class="n">pd</span><span class="o">.</span><span class="n">pivot</span><span class="p">(</span><span class="n">df_retrieval</span><span class="p">,</span> <span class="n">index</span><span class="o">=</span><span class="s2">"model_fullname"</span><span class="p">,</span> <span class="n">columns</span><span class="o">=</span><span class="s2">"dataset"</span><span class="p">,</span> <span class="n">values</span><span class="o">=</span><span class="n">metric</span><span class="p">)</span><span class="o">.</span><span class="n">T</span><span class="o">.</span><span class="n">dropna</span><span class="p">()</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+<div class="jp-OutputArea-child jp-OutputArea-executeResult">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[81]:</div>
+
+
+
+<div class="jp-RenderedHTMLCommon jp-RenderedHTML jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/html">
+<div>
+<style scoped>
+    .dataframe tbody tr th:only-of-type {
+        vertical-align: middle;
+    }
+
+    .dataframe tbody tr th {
+        vertical-align: top;
+    }
+
+    .dataframe thead th {
+        text-align: right;
+    }
+</style>
+<table border="1" class="dataframe">
+  <thead>
+    <tr style="text-align: right;">
+      <th>model_fullname</th>
+      <th>ViT-H-14 /fsx/rom1504/open_clip/good_models/h_256.pt</th>
+      <th>xlm-roberta-large-ViT-H-14 /fsx/rom1504/open_clip/xlm_roberta_large_H_14_semi_frozen/prepared/open_clip_pytorch_model.bin</th>
+    </tr>
+    <tr>
+      <th>dataset</th>
+      <th></th>
+      <th></th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th>flickr30k</th>
+      <td>0.993</td>
+      <td>0.992</td>
+    </tr>
+    <tr>
+      <th>flickr8k</th>
+      <td>0.856</td>
+      <td>0.843</td>
+    </tr>
+    <tr>
+      <th>mscoco_captions</th>
+      <td>0.860</td>
+      <td>0.862</td>
+    </tr>
+  </tbody>
+</table>
+</div>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h2 id="Aggregating-over-datasets">Aggregating over datasets<a class="anchor-link" href="#Aggregating-over-datasets">&#182;</a></h2>
+</div>
+</div>
+</div>
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<p>See VTAB (https://arxiv.org/pdf/1910.04867.pdf, Section E) for a discussion about different aggregation 
+strategies and how much they correlate. They find that all aggregation strategies have high
+Kendall score with the simple top-1 mean accuracy over datasets.</p>
+
+</div>
+</div>
+</div>
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h3 id="Ranking-the-models-over-mean-top-1-accuracy-over-all-datasets">Ranking the models over mean top-1 accuracy over all datasets<a class="anchor-link" href="#Ranking-the-models-over-mean-top-1-accuracy-over-all-datasets">&#182;</a></h3>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[82]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s2">"model_fullname"</span><span class="p">)</span><span class="o">.</span><span class="n">agg</span><span class="p">([</span><span class="s1">'mean'</span><span class="p">,</span> <span class="s1">'std'</span><span class="p">,</span> <span class="s1">'median'</span><span class="p">])</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="n">by</span><span class="o">=</span><span class="p">(</span><span class="s2">"acc1"</span><span class="p">,</span> <span class="s2">"mean"</span><span class="p">),</span> <span class="n">ascending</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+<div class="jp-OutputArea-child">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+<div class="jp-RenderedText jp-OutputArea-output" data-mime-type="application/vnd.jupyter.stderr">
+<pre>/tmp/ipykernel_1726463/453967910.py:1: FutureWarning: [&#39;dataset&#39;, &#39;model&#39;, &#39;pretrained&#39;, &#39;task&#39;, &#39;language&#39;, &#39;dataset_type&#39;, &#39;model_arch&#39;] did not aggregate successfully. If any error is raised this will raise in a future version of pandas. Drop these columns/ops to avoid this warning.
+  df.groupby(&#34;model_fullname&#34;).agg([&#39;mean&#39;, &#39;std&#39;, &#39;median&#39;]).sort_values(by=(&#34;acc1&#34;, &#34;mean&#34;), ascending=False)
+</pre>
+</div>
+</div>
+<div class="jp-OutputArea-child jp-OutputArea-executeResult">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[82]:</div>
+
+
+
+<div class="jp-RenderedHTMLCommon jp-RenderedHTML jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/html">
+<div>
+<style scoped>
+    .dataframe tbody tr th:only-of-type {
+        vertical-align: middle;
+    }
+
+    .dataframe tbody tr th {
+        vertical-align: top;
+    }
+
+    .dataframe thead tr th {
+        text-align: left;
+    }
+
+    .dataframe thead tr:last-of-type th {
+        text-align: right;
+    }
+</style>
+<table border="1" class="dataframe">
+  <thead>
+    <tr>
+      <th></th>
+      <th colspan="3" halign="left">acc1</th>
+      <th colspan="3" halign="left">acc5</th>
+      <th colspan="3" halign="left">mean_per_class_recall</th>
+      <th colspan="3" halign="left">mean_average_precision</th>
+    </tr>
+    <tr>
+      <th></th>
+      <th>mean</th>
+      <th>std</th>
+      <th>median</th>
+      <th>mean</th>
+      <th>std</th>
+      <th>median</th>
+      <th>mean</th>
+      <th>std</th>
+      <th>median</th>
+      <th>mean</th>
+      <th>std</th>
+      <th>median</th>
+    </tr>
+    <tr>
+      <th>model_fullname</th>
+      <th></th>
+      <th></th>
+      <th></th>
+      <th></th>
+      <th></th>
+      <th></th>
+      <th></th>
+      <th></th>
+      <th></th>
+      <th></th>
+      <th></th>
+      <th></th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th>xlm-roberta-large-ViT-H-14 /fsx/rom1504/open_clip/xlm_roberta_large_H_14_semi_frozen/prepared/open_clip_pytorch_model.bin</th>
+      <td>0.570</td>
+      <td>0.297</td>
+      <td>0.658</td>
+      <td>0.840</td>
+      <td>0.240</td>
+      <td>0.929</td>
+      <td>0.577</td>
+      <td>0.294</td>
+      <td>0.658</td>
+      <td>0.837</td>
+      <td>NaN</td>
+      <td>0.837</td>
+    </tr>
+    <tr>
+      <th>ViT-H-14 /fsx/rom1504/open_clip/good_models/h_256.pt</th>
+      <td>0.564</td>
+      <td>0.301</td>
+      <td>0.666</td>
+      <td>0.836</td>
+      <td>0.239</td>
+      <td>0.925</td>
+      <td>0.572</td>
+      <td>0.298</td>
+      <td>0.666</td>
+      <td>0.801</td>
+      <td>NaN</td>
+      <td>0.801</td>
+    </tr>
+  </tbody>
+</table>
+</div>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h3 id="Compute-rank-of-the-model-for-each-dataset-(1-=-best,-lower-is-better),-then-average-the-ranks-over-the-datasets">Compute rank of the model for each dataset (1 = best, lower is better), then average the ranks over the datasets<a class="anchor-link" href="#Compute-rank-of-the-model-for-each-dataset-(1-=-best,-lower-is-better),-then-average-the-ranks-over-the-datasets">&#182;</a></h3>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[83]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">metric</span> <span class="o">=</span> <span class="s2">"acc1"</span>
+<span class="n">df_metric</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">pivot</span><span class="p">(</span><span class="n">df</span><span class="p">,</span> <span class="n">index</span><span class="o">=</span><span class="s2">"model_fullname"</span><span class="p">,</span> <span class="n">columns</span><span class="o">=</span><span class="s2">"dataset"</span><span class="p">,</span> <span class="n">values</span><span class="o">=</span><span class="n">metric</span><span class="p">)</span><span class="o">.</span><span class="n">T</span><span class="o">.</span><span class="n">dropna</span><span class="p">()</span>
+<span class="n">df_metric</span><span class="o">.</span><span class="n">rank</span><span class="p">(</span><span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span><span class="n">ascending</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span><span class="o">.</span><span class="n">agg</span><span class="p">([</span><span class="s2">"mean"</span><span class="p">,</span> <span class="s2">"std"</span><span class="p">])</span><span class="o">.</span><span class="n">T</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="n">by</span><span class="o">=</span><span class="s2">"mean"</span><span class="p">,</span><span class="n">ascending</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+<div class="jp-OutputArea-child jp-OutputArea-executeResult">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[83]:</div>
+
+
+
+<div class="jp-RenderedHTMLCommon jp-RenderedHTML jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/html">
+<div>
+<style scoped>
+    .dataframe tbody tr th:only-of-type {
+        vertical-align: middle;
+    }
+
+    .dataframe tbody tr th {
+        vertical-align: top;
+    }
+
+    .dataframe thead th {
+        text-align: right;
+    }
+</style>
+<table border="1" class="dataframe">
+  <thead>
+    <tr style="text-align: right;">
+      <th></th>
+      <th>mean</th>
+      <th>std</th>
+    </tr>
+    <tr>
+      <th>model_fullname</th>
+      <th></th>
+      <th></th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th>xlm-roberta-large-ViT-H-14 /fsx/rom1504/open_clip/xlm_roberta_large_H_14_semi_frozen/prepared/open_clip_pytorch_model.bin</th>
+      <td>1.457</td>
+      <td>0.505</td>
+    </tr>
+    <tr>
+      <th>ViT-H-14 /fsx/rom1504/open_clip/good_models/h_256.pt</th>
+      <td>1.543</td>
+      <td>0.505</td>
+    </tr>
+  </tbody>
+</table>
+</div>
+</div>
+
+</div>
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	acc1	acc5	mean_per_class_recall	dataset	model	pretrained	task	language	mean_average_precision	model_fullname	dataset_type	model_arch
0	0.752	0.961	0.751	sun397	ViT-H-14	/fsx/rom1504/open_clip/good_models/h_256.pt	zeroshot_classification	NaN	NaN	ViT-H-14 /fsx/rom1504/open_clip/good_models/h_...	natural	ViT-H-14
1	0.518	0.965	0.506	fer2013	ViT-H-14	/fsx/rom1504/open_clip/good_models/h_256.pt	zeroshot_classification	NaN	NaN	ViT-H-14 /fsx/rom1504/open_clip/good_models/h_...	natural	ViT-H-14
2	0.593	0.851	0.575	imagenet-a	xlm-roberta-large-ViT-H-14	/fsx/rom1504/open_clip/xlm_roberta_large_H_14_...	zeroshot_classification	en	NaN	xlm-roberta-large-ViT-H-14 /fsx/rom1504/open_c...	natural	xlm-roberta-large
3	0.717	0.956	0.720	vtab/eurosat	ViT-H-14	/fsx/rom1504/open_clip/good_models/h_256.pt	zeroshot_classification	NaN	NaN	ViT-H-14 /fsx/rom1504/open_clip/good_models/h_...	specialized	ViT-H-14
4	0.584	0.821	0.544	gtsrb	ViT-H-14	/fsx/rom1504/open_clip/good_models/h_256.pt	zeroshot_classification	NaN	NaN	ViT-H-14 /fsx/rom1504/open_clip/good_models/h_...	natural	ViT-H-14
...	...	...	...	...	...	...	...	...	...	...	...	...
75	0.056	0.275	0.057	vtab/smallnorb_label_azimuth	xlm-roberta-large-ViT-H-14	/fsx/rom1504/open_clip/xlm_roberta_large_H_14_...	zeroshot_classification	en	NaN	xlm-roberta-large-ViT-H-14 /fsx/rom1504/open_c...	structured	xlm-roberta-large
76	0.755	0.963	0.756	sun397	xlm-roberta-large-ViT-H-14	/fsx/rom1504/open_clip/xlm_roberta_large_H_14_...	zeroshot_classification	en	NaN	xlm-roberta-large-ViT-H-14 /fsx/rom1504/open_c...	natural	xlm-roberta-large
77	0.579	NaN	0.579	vtab/pcam	xlm-roberta-large-ViT-H-14	/fsx/rom1504/open_clip/xlm_roberta_large_H_14_...	zeroshot_classification	en	NaN	xlm-roberta-large-ViT-H-14 /fsx/rom1504/open_c...	specialized	xlm-roberta-large
79	0.300	0.557	0.299	country211	ViT-H-14	/fsx/rom1504/open_clip/good_models/h_256.pt	zeroshot_classification	NaN	NaN	ViT-H-14 /fsx/rom1504/open_clip/good_models/h_...	natural	ViT-H-14
80	0.850	0.946	0.944	vtab/caltech101	xlm-roberta-large-ViT-H-14	/fsx/rom1504/open_clip/xlm_roberta_large_H_14_...	zeroshot_classification	en	NaN	xlm-roberta-large-ViT-H-14 /fsx/rom1504/open_c...	natural	xlm-roberta-large
model_fullname	xlm-roberta-large-ViT-H-14 /fsx/rom1504/open_clip/xlm_roberta_large_H_14_semi_frozen/prepared/open_clip_pytorch_model.bin
dataset
cars	0.936
country211	0.317
fer2013	0.535
fgvc_aircraft	0.467
gtsrb	0.624
imagenet-a	0.593
imagenet-r	0.894
imagenet1k	0.770
imagenet_sketch	0.658
imagenetv2	0.694
mnist	0.780
objectnet	0.692
renderedsst2	0.645
stl10	0.989
sun397	0.755
voc2007	0.799
vtab/caltech101	0.850
vtab/cifar10	0.972
vtab/cifar100	0.843
vtab/clevr_closest_object_distance	0.205
vtab/clevr_count_all	0.337
vtab/diabetic_retinopathy	0.228
vtab/dmlab	0.126
vtab/dsprites_label_orientation	0.029
vtab/dsprites_label_x_position	0.027
vtab/dtd	0.693
vtab/eurosat	0.679
vtab/flowers	0.775
vtab/kitti_closest_vehicle_distance	0.138
vtab/pcam	0.579
vtab/pets	0.944
vtab/resisc45	0.683
vtab/smallnorb_label_azimuth	0.056
vtab/smallnorb_label_elevation	0.107
vtab/svhn	0.535
model_fullname	ViT-H-14 /fsx/rom1504/open_clip/good_models/h_256.pt	xlm-roberta-large-ViT-H-14 /fsx/rom1504/open_clip/xlm_roberta_large_H_14_semi_frozen/prepared/open_clip_pytorch_model.bin
dataset
cars	0.935	0.937
country211	0.299	0.317
fer2013	0.506	0.487
fgvc_aircraft	0.426	0.466
gtsrb	0.544	0.586
imagenet-a	0.581	0.575
imagenet-r	0.880	0.880
imagenet1k	0.780	0.770
imagenet_sketch	0.666	0.658
imagenetv2	0.709	0.695
mnist	0.733	0.780
objectnet	0.685	0.680
renderedsst2	0.641	0.645
stl10	0.985	0.989
sun397	0.751	0.756
voc2007	0.851	0.856
vtab/caltech101	0.944	0.944
vtab/cifar10	0.974	0.972
vtab/cifar100	0.847	0.843
vtab/clevr_closest_object_distance	0.195	0.170
vtab/clevr_count_all	0.256	0.337
vtab/diabetic_retinopathy	0.233	0.241
vtab/dmlab	0.166	0.167
vtab/dsprites_label_orientation	0.027	0.030
vtab/dsprites_label_x_position	0.031	0.027
vtab/dtd	0.681	0.692
vtab/eurosat	0.720	0.689
vtab/flowers	0.799	0.753
vtab/kitti_closest_vehicle_distance	0.272	0.292
vtab/pcam	0.536	0.579
vtab/pets	0.943	0.943
vtab/resisc45	0.706	0.689
vtab/smallnorb_label_azimuth	0.056	0.057
vtab/smallnorb_label_elevation	0.110	0.107
vtab/svhn	0.557	0.571
model_fullname	ViT-H-14 /fsx/rom1504/open_clip/good_models/h_256.pt	xlm-roberta-large-ViT-H-14 /fsx/rom1504/open_clip/xlm_roberta_large_H_14_semi_frozen/prepared/open_clip_pytorch_model.bin
dataset
imagenet-a	0.592	0.593
imagenet-r	0.893	0.894
imagenet1k	0.780	0.770
imagenet_sketch	0.666	0.658
imagenetv2	0.708	0.694
objectnet	0.697	0.692
model_fullname	ViT-H-14 /fsx/rom1504/open_clip/good_models/h_256.pt	xlm-roberta-large-ViT-H-14 /fsx/rom1504/open_clip/xlm_roberta_large_H_14_semi_frozen/prepared/open_clip_pytorch_model.bin
dataset
flickr30k	0.941	0.939
flickr8k	0.745	0.741
mscoco_captions	0.734	0.731
model_fullname	ViT-H-14 /fsx/rom1504/open_clip/good_models/h_256.pt	xlm-roberta-large-ViT-H-14 /fsx/rom1504/open_clip/xlm_roberta_large_H_14_semi_frozen/prepared/open_clip_pytorch_model.bin
dataset
flickr30k	0.993	0.992
flickr8k	0.856	0.843
mscoco_captions	0.860	0.862
	acc1			acc5			mean_per_class_recall			mean_average_precision
	mean	std	median	mean	std	median	mean	std	median	mean	std	median
model_fullname
xlm-roberta-large-ViT-H-14 /fsx/rom1504/open_clip/xlm_roberta_large_H_14_semi_frozen/prepared/open_clip_pytorch_model.bin	0.570	0.297	0.658	0.840	0.240	0.929	0.577	0.294	0.658	0.837	NaN	0.837
ViT-H-14 /fsx/rom1504/open_clip/good_models/h_256.pt	0.564	0.301	0.666	0.836	0.239	0.925	0.572	0.298	0.666	0.801	NaN	0.801
	mean	std
model_fullname
xlm-roberta-large-ViT-H-14 /fsx/rom1504/open_clip/xlm_roberta_large_H_14_semi_frozen/prepared/open_clip_pytorch_model.bin	1.457	0.505
ViT-H-14 /fsx/rom1504/open_clip/good_models/h_256.pt	1.543	0.505