diff --git "a/results_1 (1).html" "b/results_1 (1).html"
new file mode 100644--- /dev/null
+++ "b/results_1 (1).html"
@@ -0,0 +1,16765 @@
+<!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,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);
+  --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,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);
+  --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,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);
+  --jp-icon-jupyterlab-wordmark: url(data:image/svg+xml;base64,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+  --jp-icon-kernel: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxwYXRoIGNsYXNzPSJqcC1pY29uMiIgZmlsbD0iIzYxNjE2MSIgZD0iTTE1IDlIOXY2aDZWOXptLTIgNGgtMnYtMmgydjJ6bTgtMlY5aC0yVjdjMC0xLjEtLjktMi0yLTJoLTJWM2gtMnYyaC0yVjNIOXYySDdjLTEuMSAwLTIgLjktMiAydjJIM3YyaDJ2MkgzdjJoMnYyYzAgMS4xLjkgMiAyIDJoMnYyaDJ2LTJoMnYyaDJ2LTJoMmMxLjEgMCAyLS45IDItMnYtMmgydi0yaC0ydi0yaDJ6bS00IDZIN1Y3aDEwdjEweiIvPgo8L3N2Zz4K);
+  --jp-icon-keyboard: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBkPSJNMjAgNUg0Yy0xLjEgMC0xLjk5LjktMS45OSAyTDIgMTdjMCAxLjEuOSAyIDIgMmgxNmMxLjEgMCAyLS45IDItMlY3YzAtMS4xLS45LTItMi0yem0tOSAzaDJ2MmgtMlY4em0wIDNoMnYyaC0ydi0yek04IDhoMnYySDhWOHptMCAzaDJ2Mkg4di0yem0tMSAySDV2LTJoMnYyem0wLTNINVY4aDJ2MnptOSA3SDh2LTJoOHYyem0wLTRoLTJ2LTJoMnYyem0wLTNoLTJWOGgydjJ6bTMgM2gtMnYtMmgydjJ6bTAtM2gtMlY4aDJ2MnoiLz4KPC9zdmc+Cg==);
+  --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,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHZpZXdCb3g9IjAgMCA1MC45NzggNTAuOTc4IiBzdHlsZT0iZW5hYmxlLWJhY2tncm91bmQ6bmV3IDAgMCA1MC45NzggNTAuOTc4OyIgeG1sOnNwYWNlPSJwcmVzZXJ2ZSI+Cgk8Zz4KCQk8cGF0aCBzdHlsZT0iZmlsbDojMDEwMDAyOyIgZD0iTTQzLjUyLDcuNDU4QzM4LjcxMSwyLjY0OCwzMi4zMDcsMCwyNS40ODksMEMxOC42NywwLDEyLjI2NiwyLjY0OCw3LjQ1OCw3LjQ1OAoJCQljLTkuOTQzLDkuOTQxLTkuOTQzLDI2LjExOSwwLDM2LjA2MmM0LjgwOSw0LjgwOSwxMS4yMTIsNy40NTYsMTguMDMxLDcuNDU4YzAsMCwwLjAwMSwwLDAuMDAyLDAKCQkJYzYuODE2LDAsMTMuMjIxLTIuNjQ4LDE4LjAyOS03LjQ1OGM0LjgwOS00LjgwOSw3LjQ1Ny0xMS4yMTIsNy40NTctMTguMDNDNTAuOTc3LDE4LjY3LDQ4LjMyOCwxMi4yNjYsNDMuNTIsNy40NTh6CgkJCSBNNDIuMTA2LDQyLjEwNWMtNC40MzIsNC40MzEtMTAuMzMyLDYuODcyLTE2LjYxNSw2Ljg3MmgtMC4wMDJjLTYuMjg1LTAuMDAxLTEyLjE4Ny0yLjQ0MS0xNi42MTctNi44NzIKCQkJYy05LjE2Mi05LjE2My05LjE2Mi0yNC4wNzEsMC0zMy4yMzNDMTMuMzAzLDQuNDQsMTkuMjA0LDIsMjUuNDg5LDJjNi4yODQsMCwxMi4xODYsMi40NCwxNi42MTcsNi44NzIKCQkJYzQuNDMxLDQuNDMxLDYuODcxLDEwLjMzMiw2Ljg3MSwxNi42MTdDNDguOTc3LDMxLjc3Miw0Ni41MzYsMzcuNjc1LDQyLjEwNiw0Mi4xMDV6Ii8+CgkJPHBhdGggc3R5bGU9ImZpbGw6IzAxMDAwMjsiIGQ9Ik0yMy41NzgsMzIuMjE4Yy0wLjAyMy0xLjczNCwwLjE0My0zLjA1OSwwLjQ5Ni0zLjk3MmMwLjM1My0wLjkxMywxLjExLTEuOTk3LDIuMjcyLTMuMjUzCgkJCWMwLjQ2OC0wLjUzNiwwLjkyMy0xLjA2MiwxLjM2Ny0xLjU3NWMwLjYyNi0wLjc1MywxLjEwNC0xLjQ3OCwxLjQzNi0yLjE3NWMwLjMzMS0wLjcwNywwLjQ5NS0xLjU0MSwwLjQ5NS0yLjUKCQkJYzAtMS4wOTYtMC4yNi0yLjA4OC0wLjc3OS0yLjk3OWMtMC41NjUtMC44NzktMS41MDEtMS4zMzYtMi44MDYtMS4zNjljLTEuODAyLDAuMDU3LTIuOTg1LDAuNjY3LTMuNTUsMS44MzIKCQkJYy0wLjMwMSwwLjUzNS0wLjUwMywxLjE0MS0wLjYwNywxLjgxNGMtMC4xMzksMC43MDctMC4yMDcsMS40MzItMC4yMDcsMi4xNzRoLTIuOTM3Yy0wLjA5MS0yLjIwOCwwLjQwNy00LjExNCwxLjQ5My01LjcxOQoJCQljMS4wNjItMS42NCwyLjg1NS0yLjQ4MSw1LjM3OC0yLjUyN2MyLjE2LDAuMDIzLDMuODc0LDAuNjA4LDUuMTQxLDEuNzU4YzEuMjc4LDEuMTYsMS45MjksMi43NjQsMS45NSw0LjgxMQoJCQljMCwxLjE0Mi0wLjEzNywyLjExMS0wLjQxLDIuOTExYy0wLjMwOSwwLjg0NS0wLjczMSwxLjU5My0xLjI2OCwyLjI0M2MtMC40OTIsMC42NS0xLjA2OCwxLjMxOC0xLjczLDIuMDAyCgkJCWMtMC42NSwwLjY5Ny0xLjMxMywxLjQ3OS0xLjk4NywyLjM0NmMtMC4yMzksMC4zNzctMC40MjksMC43NzctMC41NjUsMS4xOTljLTAuMTYsMC45NTktMC4yMTcsMS45NTEtMC4xNzEsMi45NzkKCQkJQzI2LjU4OSwzMi4yMTgsMjMuNTc4LDMyLjIxOCwyMy41NzgsMzIuMjE4eiBNMjMuNTc4LDM4LjIydi0zLjQ4NGgzLjA3NnYzLjQ4NEgyMy41Nzh6Ii8+Cgk8L2c+Cjwvc3ZnPgo=);
+  --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;[2]:</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="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="n">dataset_type</span> <span class="o">=</span> <span class="p">{</span>
+    <span class="s2">"imagenet1k"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    <span class="s2">"imagenetv2"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    <span class="s2">"imagenet-r"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    <span class="s2">"imagenet_sketch"</span><span class="p">:</span> <span class="s2">"specialized"</span><span class="p">,</span>
+    <span class="s2">"objectnet"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    <span class="s2">"imagenet-a"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    <span class="s2">"imagenet-o"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    
+    <span class="s2">"vtab/cifar10"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    <span class="s2">"vtab/cifar100"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    <span class="s2">"mnist"</span><span class="p">:</span> <span class="s2">"specialized"</span><span class="p">,</span>
+
+    <span class="s2">"vtab/flowers"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    <span class="s2">"cars"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    <span class="s2">"vtab/svhn"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    <span class="s2">"fer2013"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    <span class="s2">"renderedsst2"</span><span class="p">:</span> <span class="s2">"specialized"</span><span class="p">,</span>
+    <span class="s2">"vtab/pets"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    <span class="s2">"vtab/caltech101"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    <span class="s2">"voc2007_multilabel"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>    
+    <span class="s2">"voc2007"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    <span class="s2">"sun397"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    <span class="s2">"fgvc_aircraft"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    <span class="s2">"country211"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    <span class="s2">"vtab/dtd"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    <span class="s2">"gtsrb"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+    <span class="s2">"stl10"</span><span class="p">:</span> <span class="s2">"natural"</span><span class="p">,</span>
+
+    <span class="s2">"vtab/diabetic_retinopathy"</span><span class="p">:</span> <span class="s2">"specialized"</span><span class="p">,</span>
+    <span class="s2">"vtab/eurosat"</span><span class="p">:</span> <span class="s2">"specialized"</span><span class="p">,</span>
+    <span class="s2">"vtab/resisc45"</span><span class="p">:</span> <span class="s2">"specialized"</span><span class="p">,</span>
+    <span class="s2">"vtab/pcam"</span><span class="p">:</span> <span class="s2">"specialized"</span><span class="p">,</span>
+
+    <span class="s2">"vtab/clevr_count_all"</span><span class="p">:</span> <span class="s2">"structured"</span><span class="p">,</span>
+    <span class="s2">"vtab/clevr_closest_object_distance"</span><span class="p">:</span> <span class="s2">"structured"</span><span class="p">,</span>
+
+    <span class="s2">"vtab/dsprites_label_orientation"</span><span class="p">:</span> <span class="s2">"structured"</span><span class="p">,</span>
+    <span class="s2">"vtab/dsprites_label_x_position"</span><span class="p">:</span> <span class="s2">"structured"</span><span class="p">,</span>
+
+    <span class="s2">"vtab/smallnorb_label_elevation"</span><span class="p">:</span> <span class="s2">"structured"</span><span class="p">,</span>
+    <span class="s2">"vtab/smallnorb_label_azimuth"</span><span class="p">:</span> <span class="s2">"structured"</span><span class="p">,</span>
+
+    <span class="s2">"vtab/dmlab"</span><span class="p">:</span> <span class="s2">"structured"</span><span class="p">,</span>
+    <span class="s2">"vtab/kitti_closest_vehicle_distance"</span><span class="p">:</span> <span class="s2">"structured"</span><span class="p">,</span>
+    
+    <span class="s2">"mscoco_captions"</span><span class="p">:</span> <span class="s2">"retrieval"</span><span class="p">,</span>
+    <span class="s2">"flickr8k"</span><span class="p">:</span> <span class="s2">"retrieval"</span><span class="p">,</span>
+    <span class="s2">"flickr30k"</span><span class="p">:</span> <span class="s2">"retrieval"</span><span class="p">,</span>
+<span class="p">}</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>
+</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;[3]:</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">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;[4]:</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="p">[</span><span class="s2">"model_fullname"</span><span class="p">]</span><span class="o">=</span><span class="n">df</span><span class="p">[</span><span class="s2">"model_fullname"</span><span class="p">]</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s2">"/fsx/rom1504/open_clip/good_models/"</span><span class="p">,</span> <span class="s2">"openclip "</span><span class="p">)</span>
+<span class="n">df</span><span class="p">[</span><span class="s2">"model_fullname"</span><span class="p">]</span><span class="o">=</span><span class="n">df</span><span class="p">[</span><span class="s2">"model_fullname"</span><span class="p">]</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s2">"/fsx/rwightman/"</span><span class="p">,</span> <span class="s2">"openclip "</span><span class="p">)</span>
+<span class="n">df</span><span class="p">[</span><span class="s2">"pretrained"</span><span class="p">]</span><span class="o">=</span><span class="n">df</span><span class="p">[</span><span class="s2">"pretrained"</span><span class="p">]</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s2">"/fsx/rom1504/open_clip/good_models/"</span><span class="p">,</span> <span class="s2">"openclip "</span><span class="p">)</span>
+<span class="n">df</span><span class="p">[</span><span class="s2">"pretrained"</span><span class="p">]</span><span class="o">=</span><span class="n">df</span><span class="p">[</span><span class="s2">"pretrained"</span><span class="p">]</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s2">"/fsx/rwightman/"</span><span class="p">,</span> <span class="s2">"openclip "</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;[5]:</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-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 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;[&nbsp;]:</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> 
+</pre></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;[6]:</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[6]:</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="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;[7]:</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">"ViT-B-32"</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[7]:</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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c595s+fr5deekmlS5dW+fLlNW3aNB06dEhRUVF3bHvdunWqWLGifHx8VLlyZc2ZM0cOh0ObNm2SJE2bNk3ZsmVzecxPP/0kh8Ph/DmpaeFTp05V6dKllTFjRuXJk0ddu3ZNtg8DBw5Unjx5tGXLFkk3R6MbNGggX19fFSlSRDNmzFDhwoU1ZswY52POnTunV155RTlz5lSWLFlUq1Ytbd68OdkaTz75pMvIsyQ1bdpUL730UrKPud369etVt25d5ciRQ1mzZlXNmjUT/d/dPt39r7/+Uq1ateTr66vs2bOrU6dOunTpkvP+l156SU2bNtWIESOUJ08eZc+eXV26dFFsbKxLu0ePHlW3bt00ffp0ZciQweW+7du3a/78+Zo8ebKqVq2qxx9/XJ999plmzpypY8eOSZKmT5+u69evO/9fXnzxRXXv3l2jRo1K1JchQ4YoKChI2bJl0+DBg3Xjxg316dNHgYGByp8/v7766qu7/p0dPnxYL7zwgrJly6bAwEA1adJEBw4ccN7/5JNPqlmzZipZsqQeeugh9ejRQ+XKldMff/whScqaNasWLVqkF154QcWLF9djjz2mcePGKSoqSocOHbrrfqQEIR0AAABIJ15eXgoLC9O0adNkjHFu/+GHHxQXF6eWLVumSt2jR4/q119/VdWqVe/pcX/++adWrVqlmjVrJrvP+fPnJcl5ACEply5dUsOGDVWqVClFRUXp/fff15tvvnlPfUnKF198oS5duqhTp07666+/9Msvv+jhhx9OtJ8xRt26dVN4eLhWrFihcuXKSZLCwsJ07NgxRUZG6n//+58mTpyokydPujy2efPmOnnypH7//XdFRUWpUqVKql27ts6cOeN2/5Nz8eJFtWvXTn/88YfWrFmjYsWKqX79+rp48WKS+8fExCg0NFQBAQFav369fvjhBy1evDjRAYulS5dq7969Wrp0qb7++mtNmzbN5YBRfHy82rZtqz59+qh06dKJ6qxevVrZsmVT5cqVndvq1KkjDw8PrV271rlPjRo15O3t7dwnNDRUO3fu1NmzZ53blixZomPHjmn58uUaNWqUBg4cqIYNGyogIEBr165V586d9eqrryY56+R2sbGxCg0NVebMmbVixQqtXLlS/v7+evrpp3X9+vVE+xtjFBERoZ07d6pGjRrJtnv+/Hk5HI5EB4+sRkgHAAAA0tHLL7+svXv3atmyZc5tX331lZ577rlkR8VT4u2335a/v798fX2VP39+ORwOl9HMO8mfP78yZsyoypUrq0uXLnrllVeS3C8+Pl49e/ZU9erVVaZMmWTbmzFjhuLj4zVlyhSVLl1aDRs2VJ8+fVL0vG714Ycfqnfv3urRo4ceeeQRPfroo4lGsW/cuKE2bdooIiJCf/zxhzPE79ixQ4sXL9akSZNUtWpVVapUSZMnT9aVK1ecj/3jjz+0bt06/fDDD6pcubKKFSumESNGKFu2bPrxxx/d7n9yatWqpTZt2qhEiRIqWbKkJk6cqMuXL7u8Zm41Y8YMXb16VeHh4SpTpoxq1aqlcePG6ZtvvtGJEyec+wUEBGjcuHEqUaKEGjZsqAYNGigiIsJ5/7Bhw+Tl5ZXsaRHR0dHKlSuXyzYvLy8FBgYqOjrauU9QUJDLPgk/J+wj3Tyo8+mnn6p48eJ6+eWXVbx4cV2+fFnvvvuuihUrpr59+8rb29s50n0ns2bNUnx8vCZPnqyyZcuqZMmS+uqrr3To0CFFRkY69zt//rz8/f3l7e2tBg0a6LPPPlPdunWTbPPq1at6++231bJlS2XJkuVf++AOQjoAAACQjkqUKKFq1app6tSpkqQ9e/ZoxYoVzqnu98rf399569y5s3N7nz59tGnTJm3ZssUZxBo0aKC4uLg7Pk66uYjdhg0bNGHCBI0ZM0bfffddkrW7dOmirVu3aubMmc5tnTt3dmlbujlNuly5cvLx8XHuFxISkqLnm+DkyZM6duyYateufcf93njjDa1du1bLly9Xvnz5nNt37twpLy8vVapUybnt4YcfdlmMbfPmzbp06ZKyZ8/u8pz279+vvXv3utX/Ozlx4oQ6duyoYsWKKWvWrMqSJYsuXbqU7LTr7du3q3z58sqUKZNzW/Xq1RUfH6+dO3c6t5UuXVqenp7On/PkyeOcORAVFaWxY8dq2rRpLqcYpJbSpUvLw+P/4mlQUJDKli3r/NnT01PZs2dPNLMhKZs3b9aePXuUOXNm5/9RYGCgrl696vL/lDlzZm3atEnr16/XRx99pF69ermE+ASxsbF64YUXZIzRF1984d4TvQus7g4AAACksw4dOqhbt24aP368vvrqKz300EN3nFJ+JwnndEtyGfHLkSOHc9S4WLFiGjNmjEJCQrR06VLVqVMn2cdJUpEiRSRJZcuW1YkTJ/T+++8nmorftWtX58Jh+fPnd24fPHhwiqaye3h4uJwCICnR+dK38vX1vat269atq++++04LFixQ69at76lPly5dUp48eZIMcslNgb7X55GUdu3a6Z9//tHYsWNVqFAhZcyYUSEhIUlO3b4Xt59j7nA4FB8fL+nmgZmTJ0+qYMGCzvvj4uLUu3dvjRkzRgcOHFDu3LkTheYbN27ozJkzyp07t6SbC9rdOnovyflzwj7J9eVO/buTS5cuKTg4WNOnT090X86cOZ3/9vDwcP5NVKhQQdu3b9fQoUP15JNPOvdJCOgHDx7UkiVLUn0UXSKkAwAAAOnuhRdeUI8ePTRjxgyFh4frtddeS/HoZVLnYCclYQQ1YTr33T4uPj5e165dc/6ccH73nDlzFBkZ6Qz0CXLlypVoSnTJkiX1zTff6OrVq87R9DVr1rjskzNnTl28eFExMTHOEeFbDyTcLnPmzCpcuLAiIiL01FNPJbtf48aN1ahRI7Vq1Uqenp568cUXJUnFixfXjRs39Oeffyo4OFjSzVkNt543XalSJUVHR8vLy0uFCxdOtsbtz+P48ePOn+Pi4rR169Y79vF2K1eu1Oeff6769etLurko2unTp5Pdv2TJkpo2bZrL727lypXy8PC460vjtW3bVnXq1HHZFhoaqrZt26p9+/aSbs5+OHfunKKiopy/syVLlig+Pt653kFISIjee+89xcbGOkP3okWLVLx48VS7ZFylSpU0a9Ys5cqV655C9e2v7YSAvnv3bi1dujTNriTAdHcAAAAgnfn7+6tFixbq27evjh8/fk8rf9+tixcvKjo6WsePH9e6devUp08f5cyZU9WqVUv2MePHj9evv/6q3bt3a/fu3ZoyZYpGjBihNm3aOPfp0qWLvv32W82YMUOZM2dWdHS0oqOjXc7lvl2rVq3kcDjUsWNHbdu2TfPmzdOIESNc9qlatar8/Pz07rvvau/evZoxY0aiVfBv9/7772vkyJH69NNPtXv3bm3cuFGfffZZov2aNWumb775Ru3bt3eeS16iRAnVqVNHnTp10rp16/Tnn3+qU6dO8vX1dR4wqVOnjkJCQtS0aVMtXLhQBw4c0KpVq/Tee+9pw4YNSfapVq1amjt3rubOnasdO3botdde07lz5+74PG5XrFgxffPNN9q+fbvWrl2r1q1b33HmQOvWreXj46N27dpp69atWrp0qbp166a2bdsmOj88OdmzZ1eZMmVcbhkyZFDu3LmdQb9kyZJ6+umn1bFjR61bt04rV65U165d9eKLLzov19aqVSt5e3urQ4cO+vvvvzVr1iyNHTtWvXr1uqffwb1o3bq1cuTIoSZNmmjFihXav3+/IiMj1b17d+fCc0OHDtWiRYu0b98+bd++XSNHjtQ333zjfG3Hxsbq+eef14YNGzR9+nTFxcU5X9vuzmD4N4ykAwAA4D8tanhYenfhrnTo0EFTpkxR/fr1k7wetbsGDBigAQMGSLo5uvvoo49q4cKFdxwdjI+PV9++fbV//355eXnpoYce0rBhw/Tqq68690k4R/fWKcLSzcXvkjvY4O/vr19//VWdO3dWxYoVVapUKQ0bNkzPPfecc5/AwEB9++236tOnjyZNmqTatWvr/fffd7kG9+3atWunq1evavTo0XrzzTeVI0cOPf/880nu+/zzzztXL/fw8NCzzz6r8PBwdejQQTVq1FDu3Lk1dOhQ/f33387RfofDoXnz5um9995T+/btderUKeXOnVs1atRINvy+/PLL2rx5s8LCwuTl5aU33njjnkbRJWnKlCnq1KmTKlWqpAIFCmjIkCF3PIXAz89PCxYsUI8ePfToo4/Kz89Pzz333F0vFHgvpk+frq5du6p27dry8PDQc889p08//dR5f9asWbVw4UJ16dJFwcHBypEjhwYMGHDH/0d3+fn5afny5Xr77bf17LPP6uLFi8qXL59q167tHFmPiYnR66+/riNHjsjX11clSpTQt99+qxYtWki6eQWEX375RZISXeZv6dKliV7vVnKY20+Q+I+7cOGCsmbNqvPnz6fJ+QQAAAAPsuA+4Za2d6fAffXqVe3fv19FihRxWZAM94cDBw6oSJEi+vPPPxOFovRy5MgRFShQQIsXL/7XBemAO70H3UsOZSQdAAAAAHTzfOpLly6pbNmyOn78uN566y0VLlz4jtfOBqzGOekAAAAAoJvnIb/77rsqXbq0mjVrppw5cyoyMjLRKuNIX0OGDHG5BN6tt2eeeSa9u+c2RtIBAAAApLvChQsnulRZWgsNDVVoaGi69gH/rnPnznrhhReSvO9uL8VnZ4R0AAAAAMB9IzAwUIGBgendjVTDdHcAAAD8p6T3aCyAB5NV7z2EdAAAAPwneHp6SlKqX8MYAJKS8N6T8F6UUkx3BwAAwH+Cl5eX/Pz8dOrUKWXIkEEeHoxHAUgb8fHxOnXqlPz8/OTl5V7MJqQDAADgP8HhcChPnjzav3+/Dh48mN7dAfCA8fDwUMGCBeVwONxqh5AOAACA/wxvb28VK1aMKe8A0py3t7clM3gI6QAAAPhP8fDwkI+PT3p3AwBShBN1AAAAAACwCUI6AAAAAAA2wXR34D4W3Cfc0vaihodZ2h4AAACAe8NIOgAAAAAANkFIBwAAAADAJgjpAAAAAADYBCEdAAAAAACbIKQDAAAAAGAThHQAAAAAAGyCkA4AAAAAgE0Q0gEAAAAAsAlCOgAAAAAANkFIBwAAAADAJgjpAAAAAADYBCEdAAAAAACbIKQDAAAAAGAThHQAAAAAAGyCkA4AAAAAgE0Q0gEAAAAAsAlCOgAAAAAANkFIBwAAAADAJgjpAAAAAADYBCEdAAAAAACbIKQDAAAAAGAThHQAAAAAAGyCkA4AAAAAgE14pXcHAABILcF9wi1tL2p4mKXtAQAA3I6RdAAAAAAAbIKQDgAAAACATRDSAQAAAACwCUI6AAAAAAA2QUgHAAAAAMAmCOkAAAAAANgEIR0AAAAAAJsgpAMAAAAAYBOEdAAAAAAAbIKQDgAAAACATRDSAQAAAACwCUI6AAAAAAA2QUgHAAAAAMAmCOkAAAAAANgEIR0AAAAAAJsgpAMAAAAAYBOEdAAAAAAAbIKQDgAAAACATRDSAQAAAACwCUI6AAAAAAA2QUgHAAAAAMAmvNK7AwAA3M+C+4Rb2l7U8DBL2wMAAPcXRtIBAAAAALAJQjoAAAAAADZBSAcAAAAAwCYI6QAAAAAA2AQhHQAAAAAAmyCkAwAAAABgE4R0AAAAAABsgpAOAAAAAIBNENIBAAAAALAJQjoAAAAAADZBSAcAAAAAwCYI6QAAAAAA2AQhHQAAAAAAmyCkAwAAAABgE4R0AAAAAABsIt1D+vjx41W4cGH5+PioatWqWrdu3R33HzNmjIoXLy5fX18VKFBAb7zxhq5evZpGvQUAAAAAIPWka0ifNWuWevXqpYEDB2rjxo0qX768QkNDdfLkyST3nzFjht555x0NHDhQ27dv15QpUzRr1iy9++67adxzAAAAAACsl64hfdSoUerYsaPat2+vUqVKacKECfLz89PUqVOT3H/VqlWqXr26WrVqpcKFC6tevXpq2bLlv46+AwAAAABwP0i3kH79+nVFRUWpTp06/9cZDw/VqVNHq1evTvIx1apVU1RUlDOU79u3T/PmzVP9+vWTrXPt2jVduHDB5QYAAAAAgB15pVfh06dPKy4uTkFBQS7bg4KCtGPHjiQf06pVK50+fVqPP/64jDG6ceOGOnfufMfp7kOHDtWgQYMs7TsAAAAAAKkh3ReOuxeRkZEaMmSIPv/8c23cuFGzZ8/W3Llz9cEHHyT7mL59++r8+fPO2+HDh9OwxwAAAAAA3L10G0nPkSOHPD09deLECZftJ06cUO7cuZN8TP/+/dW2bVu98sorkqSyZcsqJiZGnTp10nvvvScPj8THHDJmzKiMGTNa/wQAAAAAALBYuo2ke3t7Kzg4WBEREc5t8fHxioiIUEhISJKPuXz5cqIg7unpKUkyxqReZwEAAAAASAPpNpIuSb169VK7du1UuXJlValSRWPGjFFMTIzat28vSQoLC1O+fPk0dOhQSVKjRo00atQoVaxYUVWrVtWePXvUv39/NWrUyBnWAQAAAAC4X6VrSG/RooVOnTqlAQMGKDo6WhUqVND8+fOdi8kdOnTIZeS8X79+cjgc6tevn44ePaqcOXOqUaNG+uijj9LrKQCAU3CfcEvbixoeZml7AAAAsL90DemS1LVrV3Xt2jXJ+yIjI11+9vLy0sCBAzVw4MA06BkAAAAAAGnrvlrdHQAAAACA/zJCOgAAAAAANkFIBwAAAADAJgjpAAAAAADYBCEdAAAAAACbIKQDAAAAAGAThHQAAAAAAGyCkA4AAAAAgE0Q0gEAAAAAsAlCOgAAAAAANkFIBwAAAADAJgjpAAAAAADYBCEdAAAAAACbIKQDAAAAAGAThHQAAAAAAGyCkA4AAAAAgE0Q0gEAAAAAsAlCOgAAAAAANkFIBwAAAADAJgjpAAAAAADYhFd6dwAAAKS/4D7hlrYXNTzM0vYAAHhQMJIOAAAAAIBNENIBAAAAALAJQjoAAAAAADZBSAcAAAAAwCYI6QAAAAAA2AQhHQAAAAAAmyCkAwAAAABgE4R0AAAAAABsgpAOAAAAAIBNENIBAAAAALAJQjoAAAAAADZBSAcAAAAAwCYI6QAAAAAA2IRXencA1gjuE25pe1HDwyxtDwAAAADw7xhJBwAAAADAJgjpAAAAAADYBCEdAAAAAACbIKQDAAAAAGAThHQAAAAAAGyCkA4AAAAAgE0Q0gEAAAAAsAlCOgAAAAAANkFIBwAAAADAJgjpAAAAAADYBCEdAAAAAACbIKQDAAAAAGAThHQAAAAAAGyCkA4AAAAAgE0Q0gEAAAAAsAlCOgAAAAAANkFIBwAAAADAJgjpAAAAAADYhFd6dwCAvQX3Cbe0vajhYZa2BwAAAPyXMJIOAAAAAIBNENIBAAAAALAJQjoAAAAAADZBSAcAAAAAwCYI6QAAAAAA2AQhHQAAAAAAmyCkAwAAAABgE4R0AAAAAABsgpAOAAAAAIBNENIBAAAAALAJQjoAAAAAADbhld4dAIC0ENwn3NL2ooaHWdoeAAAAIDGSDgAAAACAbRDSAQAAAACwCUI6AAAAAAA2QUgHAAAAAMAmCOkAAAAAANgEIR0AAAAAAJsgpAMAAAAAYBNcJx0AAKSJ4D7hlrYXNTzM0vYAALADRtIBAAAAALAJQjoAAAAAADZBSAcAAAAAwCYI6QAAAAAA2AQhHQAAAAAAmyCkAwAAAABgE4R0AAAAAABsgpAOAAAAAIBNENIBAAAAALAJQjoAAAAAADZBSAcAAAAAwCYI6QAAAAAA2AQhHQAAAAAAmyCkAwAAAABgE4R0AAAAAABsgpAOAAAAAIBNENIBAAAAALAJQjoAAAAAADZBSAcAAAAAwCYI6QAAAAAA2AQhHQAAAAAAmyCkAwAAAABgE4R0AAAAAABsgpAOAAAAAIBNeKV3B9JbcJ9wS9uLGh5maXsAAAAAgAcHI+kAAAAAANgEIR0AAAAAAJsgpAMAAAAAYBOEdAAAAAAAbIKQDgAAAACATRDSAQAAAACwCUI6AAAAAAA2QUgHAAAAAMAmCOkAAAAAANgEIR0AAAAAAJsgpAMAAAAAYBOEdAAAAAAAbIKQDgAAAACATaR7SB8/frwKFy4sHx8fVa1aVevWrbvj/ufOnVOXLl2UJ08eZcyYUY888ojmzZuXRr0FAAAAACD1eKVn8VmzZqlXr16aMGGCqlatqjFjxig0NFQ7d+5Urly5Eu1//fp11a1bV7ly5dKPP/6ofPny6eDBg8qWLVvadx4AAAAAAIula0gfNWqUOnbsqPbt20uSJkyYoLlz52rq1Kl65513Eu0/depUnTlzRqtWrVKGDBkkSYULF07LLgMAAAAAkGrSbbr79evXFRUVpTp16vxfZzw8VKdOHa1evTrJx/zyyy8KCQlRly5dFBQUpDJlymjIkCGKi4tLts61a9d04cIFlxsAAAAAAHaUbiH99OnTiouLU1BQkMv2oKAgRUdHJ/mYffv26ccff1RcXJzmzZun/v37a+TIkfrwww+TrTN06FBlzZrVeStQoIClzwMAAAAAAKuk+8Jx9yI+Pl65cuXSxIkTFRwcrBYtWui9997ThAkTkn1M3759df78eeft8OHDadhjAAAAAADuXrqdk54jRw55enrqxIkTLttPnDih3LlzJ/mYPHnyKEOGDPL09HRuK1mypKKjo3X9+nV5e3snekzGjBmVMWNGazsPAAAAAEAqSLeRdG9vbwUHBysiIsK5LT4+XhEREQoJCUnyMdWrV9eePXsUHx/v3LZr1y7lyZMnyYAOAAAAAMD9JF2nu/fq1UuTJk3S119/re3bt+u1115TTEyMc7X3sLAw9e3b17n/a6+9pjNnzqhHjx7atWuX5s6dqyFDhqhLly7p9RQAAAAAALBMul6CrUWLFjp16pQGDBig6OhoVahQQfPnz3cuJnfo0CF5ePzfcYQCBQpowYIFeuONN1SuXDnly5dPPXr00Ntvv51eTwEAAAAAAMuka0iXpK5du6pr165J3hcZGZloW0hIiNasWZPKvQIAAAAAIO3dV6u7AwAAAADwX0ZIBwAAAADAJgjpAAAAAADYBCEdAAAAAACbIKQDAAAAAGAThHQAAAAAAGyCkA4AAAAAgE0Q0gEAAAAAsAlCOgAAAAAANkFIBwAAAADAJgjpAAAAAADYBCEdAAAAAACbIKQDAAAAAGAThHQAAAAAAGyCkA4AAAAAgE0Q0gEAAAAAsAlCOgAAAAAANkFIBwAAAADAJgjpAAAAAADYBCEdAAAAAACbIKQDAAAAAGAThHQAAAAAAGyCkA4AAAAAgE14pXcHHgTBfcItbS9qeJil7QEAAAAA7IGRdAAAAAAAbIKQDgAAAACATTDdHQAAALABq0+RlJI+TZJTMQF7YyQdAAAAAACbYCQdAADAhhjtBIAHEyPpAAAAAADYBCEdAAAAAACbIKQDAAAAAGAThHQAAAAAAGyCkA4AAAAAgE0Q0gEAAAAAsAlCOgAAAAAANkFIBwAAAADAJgjpAAAAAADYBCEdAAAAAACb8ErvDgAAHkzBfcItbS9qeJil7QEAAKQHS0fST5w4ocGDB1vZJAAAAAAADwxLQ3p0dLQGDRpkZZMAAAAAADww7mm6+5YtW+54/86dO93qDAAAAAAAD7J7CukVKlSQw+GQMSbRfQnbHQ6HZZ0DAAAAAOBBck8hPTAwUJ988olq166d5P1///23GjVqZEnHAAAAAAB40NxTSA8ODtaxY8dUqFChJO8/d+5ckqPsAAAAwP2MK1IASCv3FNI7d+6smJiYZO8vWLCgvvrqK7c7BQAAAADAg+ieQnqzZs3ueH9AQIDatWvnVocAAAAAAHhQWXoJNgAAAAAAkHIpCunPPfechg0blmj7J598oubNm7vdKQAAAAAAHkQpCunLly9X/fr1E21/5plntHz5crc7BQAAAADAgyhFIf3SpUvy9vZOtD1Dhgy6cOGC250CAAAAAOBBlKKQXrZsWc2aNSvR9pkzZ6pUqVJudwoAAAAAgAfRPa3unqB///569tlntXfvXtWqVUuSFBERoe+++04//PCDpR0EAAAAAOBBkaKQ3qhRI/30008aMmSIfvzxR/n6+qpcuXJavHixatasaXUfAQAAAAB4IKQopEtSgwYN1KBBAyv7AgAAAADAAy1F56SvX79ea9euTbR97dq12rBhg9udAgAAAADgQZSikN6lSxcdPnw40fajR4+qS5cubncKAAAAAIAHUYpC+rZt21SpUqVE2ytWrKht27a53SkAAAAAAB5EKTonPWPGjDpx4oSKFi3qsv348ePy8krxae6wueA+4Za2FzU8zNL2AAAAAOB+l6KR9Hr16qlv3746f/68c9u5c+f07rvvqm7dupZ1DgAAAACAB0mKhr1HjBihGjVqqFChQqpYsaIkadOmTQoKCtI333xjaQcBAAAAAHhQpCik58uXT1u2bNH06dO1efNm+fr6qn379mrZsqUyZMhgdR8BAAAAAHggpPgE8kyZMunxxx9XwYIFdf36dUnS77//Lklq3LixNb0DAAAAAOABkqKQvm/fPjVr1kx//fWXHA6HjDFyOBzO++Pi4izrIAAAAAAAD4oULRzXo0cPFSlSRCdPnpSfn5+2bt2qZcuWqXLlyoqMjLS4iwAAAAAAPBhSNJK+evVqLVmyRDly5JCHh4c8PT31+OOPa+jQoerevbv+/PNPq/sJAAAAAMB/XopG0uPi4pQ5c2ZJUo4cOXTs2DFJUqFChbRz507regcAAAAAwAMkRSPpZcqU0ebNm1WkSBFVrVpVn3zyiby9vTVx4kQVLVrU6j4CAAAAAPBASFFI79evn2JiYiRJgwcPVsOGDfXEE08oe/bsmjVrlqUdBAAAAADgQZGikB4aGur898MPP6wdO3bozJkzCggIcFnlHQAAAAAA3L0UXyf9doGBgVY1BQAAAADAAylFC8cBAAAAAADrEdIBAAAAALAJQjoAAAAAADZBSAcAAAAAwCYI6QAAAAAA2AQhHQAAAAAAmyCkAwAAAABgE4R0AAAAAABsgpAOAAAAAIBNENIBAAAAALAJQjoAAAAAADZBSAcAAAAAwCYI6QAAAAAA2AQhHQAAAAAAmyCkAwAAAABgE4R0AAAAAABsgpAOAAAAAIBNENIBAAAAALAJQjoAAAAAADZBSAcAAAAAwCa80rsDwK2C+4Rb2l7U8DBL2wMAAACA1MRIOgAAAAAANkFIBwAAAADAJgjpAAAAAADYBCEdAAAAAACbIKQDAAAAAGAThHQAAAAAAGyCkA4AAAAAgE1wnXQAQCLBfcItbS9qeJil7QEAAPxXMZIOAAAAAIBNENIBAAAAALAJQjoAAAAAADbBOekAAAAPKNafAAD7YSQdAAAAAACbIKQDAAAAAGAThHQAAAAAAGyCkA4AAAAAgE0Q0gEAAAAAsAlCOgAAAAAANkFIBwAAAADAJmwR0sePH6/ChQvLx8dHVatW1bp16+7qcTNnzpTD4VDTpk1Tt4MAAAAAAKSBdA/ps2bNUq9evTRw4EBt3LhR5cuXV2hoqE6ePHnHxx04cEBvvvmmnnjiiTTqKQAAAAAAqSvdQ/qoUaPUsWNHtW/fXqVKldKECRPk5+enqVOnJvuYuLg4tW7dWoMGDVLRokXTsLcAAAAAAKSedA3p169fV1RUlOrUqePc5uHhoTp16mj16tXJPm7w4MHKlSuXOnTo8K81rl27pgsXLrjcAAAAAACwo3QN6adPn1ZcXJyCgoJctgcFBSk6OjrJx/zxxx+aMmWKJk2adFc1hg4dqqxZszpvBQoUcLvfAAAAAACkhnSf7n4vLl68qLZt22rSpEnKkSPHXT2mb9++On/+vPN2+PDhVO4lAAAAAAAp45WexXPkyCFPT0+dOHHCZfuJEyeUO3fuRPvv3btXBw4cUKNGjZzb4uPjJUleXl7auXOnHnroIZfHZMyYURkzZkyF3gMAAAAAYK10HUn39vZWcHCwIiIinNvi4+MVERGhkJCQRPuXKFFCf/31lzZt2uS8NW7cWE899ZQ2bdrEVHYAAAAAwH0tXUfSJalXr15q166dKleurCpVqmjMmDGKiYlR+/btJUlhYWHKly+fhg4dKh8fH5UpU8bl8dmyZZOkRNsBAAAAALjfpHtIb9GihU6dOqUBAwYoOjpaFSpU0Pz5852LyR06dEgeHvfVqfMAAAAAAKRIuod0Seratau6du2a5H2RkZF3fOy0adOs7xAAAAAAAOmAIWoAAAAAAGyCkA4AAAAAgE0Q0gEAAAAAsAlCOgAAAAAANkFIBwAAAADAJgjpAAAAAADYBCEdAAAAAACbIKQDAAAAAGAThHQAAAAAAGzCK707AADBfcItbS9qeJil7QEAAABphZF0AAAAAABsgpAOAAAAAIBNENIBAAAAALAJQjoAAAAAADZBSAcAAAAAwCYI6QAAAAAA2AQhHQAAAAAAmyCkAwAAAABgE4R0AAAAAABsgpAOAAAAAIBNENIBAAAAALAJQjoAAAAAADZBSAcAAAAAwCYI6QAAAAAA2AQhHQAAAAAAmyCkAwAAAABgE4R0AAAAAABsgpAOAAAAAIBNENIBAAAAALAJQjoAAAAAADZBSAcAAAAAwCa80rsDAAAAgDuC+4Rb2l7U8DBL2wOAe8FIOgAAAAAANkFIBwAAAADAJgjpAAAAAADYBCEdAAAAAACbIKQDAAAAAGAThHQAAAAAAGyCkA4AAAAAgE0Q0gEAAAAAsAlCOgAAAAAANkFIBwAAAADAJgjpAAAAAADYBCEdAAAAAACbIKQDAAAAAGAThHQAAAAAAGyCkA4AAAAAgE0Q0gEAAAAAsAlCOgAAAAAANkFIBwAAAADAJgjpAAAAAADYBCEdAAAAAACbIKQDAAAAAGAThHQAAAAAAGyCkA4AAAAAgE0Q0gEAAAAAsAlCOgAAAAAANkFIBwAAAADAJgjpAAAAAADYBCEdAAAAAACbIKQDAAAAAGAThHQAAAAAAGzCK707AAAAAACAXQT3Cbe0vajhYfe0PyPpAAAAAADYBCEdAAAAAACbIKQDAAAAAGAThHQAAAAAAGyCkA4AAAAAgE2wujsA3EesXm1UuvcVRwEAAJB6GEkHAAAAAMAmCOkAAAAAANgEIR0AAAAAAJsgpAMAAAAAYBOEdAAAAAAAbIKQDgAAAACATRDSAQAAAACwCUI6AAAAAAA2QUgHAAAAAMAmCOkAAAAAANgEIR0AAAAAAJsgpAMAAAAAYBOEdAAAAAAAbIKQDgAAAACATRDSAQAAAACwCUI6AAAAAAA2QUgHAAAAAMAmCOkAAAAAANgEIR0AAAAAAJsgpAMAAAAAYBOEdAAAAAAAbIKQDgAAAACATRDSAQAAAACwCUI6AAAAAAA2QUgHAAAAAMAmCOkAAAAAANgEIR0AAAAAAJsgpAMAAAAAYBOEdAAAAAAAbIKQDgAAAACATRDSAQAAAACwCUI6AAAAAAA2QUgHAAAAAMAmCOkAAAAAANgEIR0AAAAAAJsgpAMAAAAAYBOEdAAAAAAAbMIrvTsApLXgPuGWtxk1PMzyNgEAAAA8eBhJBwAAAADAJgjpAAAAAADYBCEdAAAAAACbIKQDAAAAAGATtgjp48ePV+HCheXj46OqVatq3bp1ye47adIkPfHEEwoICFBAQIDq1Klzx/0BAAAAALhfpHtInzVrlnr16qWBAwdq48aNKl++vEJDQ3Xy5Mkk94+MjFTLli21dOlSrV69WgUKFFC9evV09OjRNO45AAAAAADWSveQPmrUKHXs2FHt27dXqVKlNGHCBPn5+Wnq1KlJ7j99+nS9/vrrqlChgkqUKKHJkycrPj5eERERadxzAAAAAACsla4h/fr164qKilKdOnWc2zw8PFSnTh2tXr36rtq4fPmyYmNjFRgYmFrdBAAAAAAgTXilZ/HTp08rLi5OQUFBLtuDgoK0Y8eOu2rj7bffVt68eV2C/q2uXbuma9euOX++cOFCyjsMAAAAAEAqSvfp7u74+OOPNXPmTM2ZM0c+Pj5J7jN06FBlzZrVeStQoEAa9xIAAAAAgLuTriE9R44c8vT01IkTJ1y2nzhxQrlz577jY0eMGKGPP/5YCxcuVLly5ZLdr2/fvjp//rzzdvjwYUv6DgAAAACA1dI1pHt7eys4ONhl0beEReBCQkKSfdwnn3yiDz74QPPnz1flypXvWCNjxozKkiWLyw0AAAAAADtK13PSJalXr15q166dKleurCpVqmjMmDGKiYlR+/btJUlhYWHKly+fhg4dKkkaNmyYBgwYoBkzZqhw4cKKjo6WJPn7+8vf3z/dngcAAAAAAO5K95DeokULnTp1SgMGDFB0dLQqVKig+fPnOxeTO3TokDw8/m/A/4svvtD169f1/PPPu7QzcOBAvf/++2nZdQAAAAAALJXuIV2Sunbtqq5duyZ5X2RkpMvPBw4cSP0OAQAAAACQDu7r1d0BAAAAAPgvIaQDAAAAAGAThHQAAAAAAGyCkA4AAAAAgE0Q0gEAAAAAsAlCOgAAAAAANkFIBwAAAADAJgjpAAAAAADYBCEdAAAAAACbIKQDAAAAAGAThHQAAAAAAGzCK707AAAAAADA3QjuE25pe1HDwyxtzwqMpAMAAAAAYBOEdAAAAAAAbILp7gAA4D/D6mmQkj2nQgIA/rsYSQcAAAAAwCYYSQcAAABgqQdhcS8gtTCSDgAAAACATRDSAQAAAACwCaa7AwAAALjvMKUe/1WMpAMAAAAAYBOEdAAAAAAAbIKQDgAAAACATRDSAQAAAACwCUI6AAAAAAA2QUgHAAAAAMAmuAQbAADAPeLSTwCA1MJIOgAAAAAANkFIBwAAAADAJgjpAAAAAADYBCEdAAAAAACbIKQDAAAAAGAThHQAAAAAAGyCkA4AAAAAgE0Q0gEAAAAAsAlCOgAAAAAANkFIBwAAAADAJgjpAAAAAADYBCEdAAAAAACbIKQDAAAAAGAThHQAAAAAAGyCkA4AAAAAgE0Q0gEAAAAAsAlCOgAAAAAANkFIBwAAAADAJgjpAAAAAADYBCEdAAAAAACbIKQDAAAAAGAThHQAAAAAAGyCkA4AAAAAgE0Q0gEAAAAAsAlCOgAAAAAANkFIBwAAAADAJgjpAAAAAADYBCEdAAAAAACbIKQDAAAAAGAThHQAAAAAAGzCK707AAAAAABIPcF9wi1tL2p4mKXtwRUj6QAAAAAA2AQhHQAAAAAAmyCkAwAAAABgE4R0AAAAAABsgpAOAAAAAIBNENIBAAAAALAJQjoAAAAAADZBSAcAAAAAwCYI6QAAAAAA2AQhHQAAAAAAmyCkAwAAAABgE4R0AAAAAABsgpAOAAAAAIBNENIBAAAAALAJQjoAAAAAADZBSAcAAAAAwCYI6QAAAAAA2AQhHQAAAAAAmyCkAwAAAABgE4R0AAAAAABsgpAOAAAAAIBNENIBAAAAALAJQjoAAAAAADZBSAcAAAAAwCYI6QAAAAAA2AQhHQAAAAAAmyCkAwAAAABgE4R0AAAAAABsgpAOAAAAAIBNENIBAAAAALAJQjoAAAAAADbhld4dAAAAAADc34L7hFvaXtTwMEvbu58wkg4AAAAAgE0Q0gEAAAAAsAlCOgAAAAAANkFIBwAAAADAJgjpAAAAAADYBCEdAAAAAACbIKQDAAAAAGAThHQAAAAAAGyCkA4AAAAAgE14pXcHAAAAAOBBFdwn3NL2ooaHWdoe0h4j6QAAAAAA2AQhHQAAAAAAmyCkAwAAAABgE4R0AAAAAABsgpAOAAAAAIBNsLo7AAAAACSBldeRHhhJBwAAAADAJgjpAAAAAADYBCEdAAAAAACbIKQDAAAAAGAThHQAAAAAAGyCkA4AAAAAgE3YIqSPHz9ehQsXlo+Pj6pWrap169bdcf8ffvhBJUqUkI+Pj8qWLat58+alUU8BAAAAAEg96R7SZ82apV69emngwIHauHGjypcvr9DQUJ08eTLJ/VetWqWWLVuqQ4cO+vPPP9W0aVM1bdpUW7duTeOeAwAAAABgrXQP6aNGjVLHjh3Vvn17lSpVShMmTJCfn5+mTp2a5P5jx47V008/rT59+qhkyZL64IMPVKlSJY0bNy6New4AAAAAgLXSNaRfv35dUVFRqlOnjnObh4eH6tSpo9WrVyf5mNWrV7vsL0mhoaHJ7g8AAAAAwP3CKz2Lnz59WnFxcQoKCnLZHhQUpB07diT5mOjo6CT3j46OTnL/a9eu6dq1a86fz58/L0m6cOGCJCnu2pUU9z8pCe3eihr/7RrJ1UkL9+Pvixr2qpFWdajhXo208F/5XfE3Qg1qpH0dalAjrWqkVZ3UqJFQxxjz7w8w6ejo0aNGklm1apXL9j59+pgqVaok+ZgMGTKYGTNmuGwbP368yZUrV5L7Dxw40Ejixo0bN27cuHHjxo0bN27c0vV2+PDhf83J6TqSniNHDnl6eurEiRMu20+cOKHcuXMn+ZjcuXPf0/59+/ZVr169nD/Hx8frzJkzyp49uxwOx13188KFCypQoIAOHz6sLFmy3NVj7hU17FUjrepQgxr3a420qkMNaqSW/8pzoQY1Ust/5blQ48GrkVZ17rWGMUYXL15U3rx5/3XfdA3p3t7eCg4OVkREhJo2bSrpZoiOiIhQ165dk3xMSEiIIiIi1LNnT+e2RYsWKSQkJMn9M2bMqIwZM7psy5YtW4r6myVLllR9MVHDfjXSqg41qHG/1kirOtSgxv1chxrUuF9rpFUdalDjfq5zLzWyZs16V/ula0iXpF69eqldu3aqXLmyqlSpojFjxigmJkbt27eXJIWFhSlfvnwaOnSoJKlHjx6qWbOmRo4cqQYNGmjmzJnasGGDJk6cmJ5PAwAAAAAAt6V7SG/RooVOnTqlAQMGKDo6WhUqVND8+fOdi8MdOnRIHh7/twh9tWrVNGPGDPXr10/vvvuuihUrpp9++kllypRJr6cAAAAAAIAl0j2kS1LXrl2Tnd4eGRmZaFvz5s3VvHnzVO7V/8mYMaMGDhyYaNo8Nf67NdKqDjWocb/WSKs61KDG/VyHGtS4X2ukVR1qUON+rpOaNRzG3M0a8AAAAAAAILV5/PsuAAAAAAAgLRDSAQAAAACwCUI6AAAAAAA2QUgHAAAAAMAmCOm4L4SHh+vatWuJtl+/fl3h4eHp0CMA/xVxcXHatGmTzp49m95dAQAAYHX3/7LY2Fg9/fTTmjBhgooVK5be3XGLp6enjh8/rly5crls/+eff5QrVy7FxcWlU8/sKTo6WmvXrlV0dLQkKXfu3Kpatapy585taZ3z58+71MiaNaul7YeHh6tFixaJLm1x/fp1zZw5U2FhYZbWk6QLFy5oyZIlKl68uEqWLGlJm1euXJExRn5+fpKkgwcPas6cOSpVqpTq1atnSQ1JioiIUEREhE6ePKn4+HiX+6ZOnep2+3FxcfL09HT+vHbtWl27dk0hISHKkCGD2+2nlZ49e6ps2bLq0KGD4uLiVLNmTa1atUp+fn767bff9OSTT6Zq/cOHD2vgwIEp/j/55Zdf7nrfxo0bp6iGJEVFRSk4ODjFj7ebl19+WWPHjlXmzJldtsfExKhbt26W/I0k5+zZs/r1119T5T0rtZ08eVI7d+6UJBUvXjzR57C7UvtzpF27durQoYNq1Khhabu3+i99R7l69aq2bNmS5OdISt9PLly4cNf7ZsmSJUU1krJnzx7t3btXNWrUkK+vr4wxcjgclrUvSfHx8dqzZ0+Svy+rXnPnzp3TunXrkqxhxXtKXFycpk2bluz3hyVLltwXNSRp586d+uyzz7R9+3ZJUsmSJdWtWzcVL17ckvalm/8fP/74o/bu3as+ffooMDBQGzduVFBQkPLly2dZHRkkacaMGcne9+abb6ZhT9yTI0cOs2vXrjSrd+3aNXP48GFz8OBBl5u7HA6HOXnyZKLtmzZtMgEBAW63f7u///7b/P777+bnn392uVklMjLSNGzY0Dz00EPmoYceMo0aNTLLly93u91Lly6Z1q1bG09PT+Pl5WVy5cplcuXKZby8vIynp6dp06aNiYmJcbvOpEmTTMmSJY2Hh4fLrWTJkmby5Mlut5/Aw8PDnDhxItH206dPGw8PD0tqNG/e3Hz22WfGGGMuX75sihUrZjJkyGC8vLzMjz/+aEmNunXrmi+++MIYY8zZs2dNUFCQyZ8/v/Hx8TGff/65JTXef/994+HhYapUqWKaNGlimjZt6nJzx7Fjx0z16tWNp6enqVGjhjlz5oxp0KCBcTgcxuFwmEceecQcO3bMkudhjDFxcXHJbrfi/SRfvnxm/fr1xhhj5syZY/LmzWt27txp+vXrZ6pVq+Z2+/9m06ZNbr1+E37v/3Zz92/E4XCYhx56yHz00Ufm6NGjbrWVnDJlypjBgwebQ4cOpUr7t0ru/eTUqVPG09MzVWu7+39ujDEVKlQwFStWvKubFS5cuGDatGljvLy8nK8pLy8v07p1a3Pu3Dm320+rz5EmTZqYDBkymIcffth89NFH5siRI5a1ncDhcCT52jp69Kjx8fFxq+21a9eaGzduOH/+9ddfTY0aNUzevHlNcHCw+frrr91q/1a///67yZkzp+XvJwmPv9PNivesBKdPnza1a9d2trl3715jjDHt27c3vXr1sqSGMcasXr3aFClSxNl/K99/E/zyyy8mc+bMxuFwmKxZs5ps2bI5b1Z9/+3SpYvJlCmTeeGFF0yPHj1Mz549XW73S40ff/zReHl5mccee8y88cYb5o033jAhISGWfp/bvHmzyZkzp3n44YeNl5eX87X13nvvmbZt21pSIwEhPRlZs2Y18+bNS7S9Z8+eJnfu3G63P3fuXNOhQwfTp08fs337dpf7zpw5Y5566im3axhzs79vv/22JW3dya5du8zjjz9u+ZtuwpcSDw8PU7ZsWZcvIeXKlTOZM2c2zZs3t+x57N2715QrV87Z71vfbK16w/3mm2+Ml5eXeeGFF8zYsWPN2LFjzQsvvGAyZMhgpk+f7lbbHTp0MMWKFTPz5893+VC/ceOGWbBggXnkkUfMK6+84laNTz75xPj5+Zl33nnHLF261Gzbts1s27bNLF261PTt29dkypTJDB8+3K0aCdLi4ExQUJDZtGmTMcaY6dOnm4cfftjExMSYzz//3FSoUMGSGtmzZzdbt241xtz8YlquXDkTFxdnvv/+e1OiRAlLauTOnduEh4db0tbt2rZta6pVq2Z++eUX06JFC1OtWjXzxBNPmCNHjpiDBw+a6tWrmy5durhd5/z586Z58+bGx8fH5MqVy/Tv39/ldRwdHW3J32HGjBnN4cOHjTHGdOzY0fTo0cMYY8y+fftM5syZ3W7/9oN7t99Gjx5t2ftJanI4HKZjx47OA30NGjQwc+bMcfk/saJG9uzZjaenpwkNDTU//vijiY2Ntax9Y26+rs6dO2ccDofZs2ePOX/+vPN25swZ8/XXX5s8efK4XeNOtxUrVrj9f/7+++87b++8847JkiVLoi+jWbJkMe+8845bdRK88MILzs+ThOcxf/58U7x4cdOiRQu32k7LzxFjjDl58qQZOXKkKVeunPHy8jJPP/20+eGHH8z169fdajfhM9zDw8N89NFHzp/Hjh1rRo0aZZo2ber258itB5d++eUX4+HhYcLCwsz48ePNK6+8Yry8vMzs2bPdqpHg4YcfNq+//rqJjo62pL0EkZGRd32zQtu2bU1oaKg5fPiw8ff3dwap+fPnm1KlSllSwxhjypcvb5o3b262bdtmzp49a86dO+dys0KxYsVMjx49LBlgSU727NnN3LlzU639tKpRtGhR079//0TbBwwYYIoWLWpJjdq1a5s+ffoYY4zLa2vlypWmUKFCltRIQEhPxm+//WayZs1qVqxY4dzWtWtXkzdv3kSh+l5Nnz7deHp6mgYNGpjHH3/c+Pj4mG+//dZ5v1VfRI252ecsWbKY4OBg06lTJ+eHecLNKtWqVTM1atQw8+bNM3/++afZtGmTyy2lEr6QOBwO8+abb7p8SRkyZIiZMWOGuXbtmmXPo2HDhqZJkybm1KlTxt/f32zbts2sWLHCVKlSxZKRbmOMKVGihBk1alSi7SNHjnQ7sGXLls2sXLky2fv/+OMPky1bNrdqFCxY0MyaNSvZ+2fOnGkKFCjgVo20PDjj4+PjHMVr27at86DWwYMHTaZMmSyp4evr6xwBbt68uXn//feNMcYcOnTI+Pr6WlIjMDDQ7Nmzx5K2bpcnTx6zevVqY4wx//zzj3E4HGbx4sXO+yMiIiz5AOzevbt55JFHzA8//GAmTZpkChUqZBo0aOD8G4+OjjYOh8PtOgULFjQLFiwwN27cMAUKFDC//fabMcaYrVu3uv33YYxJdJAvNUa5k3LlyhVL20sYHYyNjTU//vijqV+/vvH09DRBQUHmrbfeMjt37rSkxtGjR82cOXNMo0aNjJeXl8mZM6fp3bu32bZtmwXP4t9H8Tw9Pc2HH36YqjWs/j/v0KGD6devX6LtAwYMMO3bt7ekhp+fn8t3oATLly83fn5+brWdFp8jyYmKijJdu3Y1Pj4+JkeOHKZnz54pnnFYuHBhU7hwYeNwOEyBAgWcPxcuXNg88sgjpl69embNmjVu9ffWUfrHH3880UGYjz76yDz22GNu1UiQOXPmVPscSUu3Hny/NUjt3bvXss91Y27+jezevduy9pKrkdD/1JInTx5L3s/Tu4avr2+S/x+7du2y7LtWlixZnH8jt762Dhw4YDJmzGhJjQSE9DuYPn26CQgIMBs2bDCvvfaac0qkuypUqGDGjh3r/HnWrFkmU6ZMzuldVob0J598MtmbVaP1xtx8E3H34MWdTJs2zfIvoEnJnj272bx5szHm5h/ijh07jDE3Q4hVo6re3t5Jvons3r3b7T/wLFmyOKfxJmXdunUmS5YsbtXw8fG545fnv//+2+03w7Q8OFOsWDEza9Ysc+nSJZMzZ04TERFhjLk5Wp89e3ZLapQtW9aMHTvWHDp0yGTJksWsWrXKGGPMhg0bTFBQkCU13nrrLTN48GBL2rrdrQcyjDEmU6ZMLq/hgwcPWvIBWLBgQbN06VLnz6dOnTJVqlQx9erVM1evXrXsvXHgwIEma9aspkSJEqZgwYLm6tWrxhhjpkyZYsmX3bx585qffvop2fv//PNPy97jb9y4YQYPHmzy5s1rPD09nV8Y+vXr5/aU4aSm8B45csQMHjzYFC1a1Hh4eJgnnnjC0hrHjh0zQ4YMMcWKFTMeHh4mJCTETJkyxa0akZGRZunSpcbhcJjZs2e7jNqtWrXKkqn8WbJkMcOGDUt2dHDSpEmWhvQsWbIkGSx37drl9nt8ggIFCpgtW7Yk2r5582aTL18+t9pOi8+RpBw7dsx8/PHHpnjx4iZTpkwmLCzM1K5d23h5eSV58PxuPfnkk+bMmTMW9vT/3Po3kitXLrNhwwaX+3fs2GHJwUVjbk4Ht/JUgwSbN2++65sV/P39nX8ftwap9evXm8DAQEtqGGPMU089ZX7//XfL2ktKs2bN7nhAywojRowwr7/+uomPj7+vazzzzDNm6tSpibZPnTrV1KtXz5IaOXPmNBs3bjTGuL62Fi5caPLnz29JjQRe1p3d/t/TqlUrnTt3TtWrV1fOnDm1bNkyPfzww263u3v3bjVq1Mj58wsvvKCcOXOqcePGio2NVbNmzdyukWDp0qWWtXUnpUqV0unTp1Ot/Xbt2uncuXP69ttvU3Whhri4OOeiQjly5NCxY8dUvHhxFSpUyLlwjrsKFCigiIiIRK+lxYsXq0CBAm613bBhQ3Xq1ElTpkxRxYoVXe77888/9dprr7m89lLi0Ucf1ccff6wpU6bIy8v1LSQuLk7Dhg3To48+6laNgQMHSpIKFy6sF198MdHCcVbq2bOnWrduLX9/fxUqVMi5aNjy5ctVtmxZS2oMGDBArVq10htvvKHatWsrJCREkrRw4cJE/08pdfXqVU2cOFGLFy9WuXLlEi3kNmrUqBS3nStXLh0/ftz5+uzatasCAwOd9589e1aZMmVKcfsJTp06pUKFCjl/zpEjhxYvXqzQ0FDVr19fkydPdruGJL3//vsqU6aMDh8+rObNmztfX56ennrnnXfcbj84OFhRUVFq0qRJkvc7HA4Zi9Zs/eijj/T111/rk08+UceOHZ3by5QpozFjxqhDhw4pbjupBZby5cun/v37q3///oqIiHB7sbXba+TJk0d9+/ZV3759FRkZqSlTpqh79+56+eWXU9R+YGCgdu3apRw5cqhdu3aqU6dOooXjrFCpUiVJUs2aNZO8P1u2bJb9n0uSr6+vVq5cmWhR2JUrV8rHx8eSGv369VOvXr30zTffOBcdjY6OVp8+fdS/f3+32k6Lz5EEsbGx+uWXX/TVV19p4cKFKleunHr27KlWrVo5FymbM2eOXn75Zb3xxhspqpHa37W2bdum6Oho+fr6JlpwS5Ju3LhhSZ1x48apefPmWrFihcqWLZvoc6R79+4pardChQp39b7ncDgsWWTviSeeUHh4uD744ANnu/Hx8frkk0/01FNPud1+gm7duql3796Kjo5O8vdVrlw5t2s0aNBAffr00bZt25Ks4c7ioAn++OMPLV26VL///rtKly6dqMbs2bNT1O6zzz7r8vOSJUssr3HrQqqNGzfW22+/raioKD322GOSpDVr1uiHH37QoEGDUtT+7Ro3bqzBgwfr+++/l3TztXXo0CG9/fbbeu655yypkYDV3W/Rq1evJLf/8MMPqlSpkh566CHnNne+8ObNm1ezZ892voASLFu2TA0bNlSPHj00dOhQy1cD/e6779S4cWNLvkxLrqt1btiwQf369dOQIUOSfBNxd7XOLVu2qE6dOsqaNasOHDignTt3qmjRourXr58OHTpk2WXYnnjiCfXu3VtNmzZVq1atdPbsWfXr108TJ05UVFSUtm7d6naNL774Qj179tTLL7+satWqSbr5xWratGkaO3asXn311RS3ffbsWbVq1UoLFixQQECAc6XZkydP6ty5cwoNDdWMGTOULVu2FNfYsmWLQkNDFRsbqxo1aigoKEiSdOLECS1fvlze3t5auHChypQpk+IaCQ4fPiyHw6H8+fNLktatW6cZM2aoVKlS6tSpk9vtJ4iKitKhQ4dUt25d+fv7S5Lmzp2rbNmyqXr16pbUiI6O1vHjx1W+fHl5eNy8+uW6deuUJUsWlShRwu327/TFw+FwuLVyapMmTVSrVi316NEjyfvHjx+v2bNnKyIiIsU1JKlEiRIaNWqU6tev77L90qVLqlevni5fvqy//vrL7ffG1L5qwIoVKxQTE6Onn346yftjYmK0YcOGZAPdvXj44Yf15Zdfqnbt2sqcObM2b96sokWLaseOHQoJCXHrsnIeHh6Kjo62fDXve61x4cKFFH+G+Pv7a8uWLSpatKg8PT0VHR2tnDlzprS7yZo0aZKuXLmSbIg5ceKEJkyY4DwA6a6PP/5YgwYNUseOHVWlShVJN6+2MHXqVPXv3z/FB5sqVqzocuBk9+7dunbtmgoWLChJOnTokDJmzKhixYpp48aNKe5/Wn6O5MiRQ/Hx8WrZsqU6duyoChUqJNrn3Llzqlixovbv35/iOkeOHNEvv/yiQ4cO6fr16y73ufOd0cPDwyXgjho1Sj179nTeP3PmTH3wwQf6+++/U1wjwZQpU9S5c2f5+Pgoe/bsLq8Fh8Ohffv2pajdgwcP3vW+tx6oTamtW7eqdu3aqlSpkpYsWaLGjRvr77//1pkzZ7Ry5UqX7/PuSPgsv1XC/5VVBxySqnFrLStqtG/f/o73f/XVV6nSrhU17vT7uZVVv6vz58/r+eef14YNG3Tx4kXlzZtX0dHRCgkJ0bx58yzLWBIh3cXdHl1z9wtv06ZNVb58+SSP6kRGRqphw4a6cuWK5SE9S5Ys2rRpk4oWLWpJewkfHAlMEpe2sOqNqnbt2goODtYnn3zi8kV01apVatWqlQ4cOOBW+wkWLFigmJgYPfvss9qzZ48aNmyoXbt2KXv27Jo1a5Zq1aplSZ05c+Zo5MiRLpeI6NOnT7Ijb/dqx44dWr16tctlbUJCQiwJg5J08eJFffvtt1qzZk2iGreOTrjriSeeUKdOndS2bVtFR0frkUceUZkyZbR7925169ZNAwYMcKv92NhYlShRQr/99ptll1tLqoavr682bdpkyRdOO1q3bp38/Pzcfn7du3fX8ePH9cMPPyS67+LFi6pbt67Wr1/v9vvJf+lySb6+vtqxY4cKFSrk8t64bds2ValSRZcuXUpx28uWLVP16tUTjXRaqX379vr0009TZXRbkurWrasTJ04oODhYX3/9tVq0aCFfX98k903NS7Clhu+//15jx451+Rzp0aOHXnjhhRS3eS+jTe4ecEirz5FvvvlGzZs3t2yGQVIiIiLUuHFj5wGyMmXK6MCBAzLGOINiSt0ecP39/ZU9e3bnzwmDFFZciit37tzq3r273nnnnbsOP3Z1/vx5jRs3Tps3b9alS5dUqVIldenSRXny5LGsxr8dfLDigAPsaeXKlS6vrTp16lheg5CeDpYtW6ZVq1apb9++Sd6/dOlShYeHp/ioUnJu/QJnhWXLlt31vu6OGGXNmlUbN27UQw895PI8Dh48qOLFi+vq1atutX8nZ86cUUBAgOXX1sS/CwgI0Jo1a1S8eHF9+umnmjVrllauXKmFCxeqc+fOKT6qf6t8+fJp8eLFqRbSJalo0aKaM2eOypcvn2o1/gvOnj2rY8eOqXTp0knef/HiRW3cuNHt9xMPDw+dOHEi0Yjq5s2b9dRTT+nMmTNutX+7a9euSVKqnLYRHBysN954Q23atHF5bxw8eLAWLVqkFStWWF7zfnLixAmNHj1ae/fu1ezZsxUaGprs/8OcOXPSuHf2FRcXp5UrV6pcuXJuzbx6UFSpUkXPPPOMBg0a5Pw7zJUrl1q3bq2nn35ar732Wnp38a4EBgZq/fr1lo0038m2bduSnHVgxfRtpMypU6ecp3YWL17c0llHtWrV0uzZsxO9n1y4cEFNmza17Drp/yWck54OataseccvmU899ZSl58ykFiumat6tjBkzukyvT7Br165Umboo/d/pAbeee5taNaycHnMnZ8+e1a+//mrJEffo6GitXbvWOQKSJ08eValSxXnuohViY2OdX6gXL17s/PAuUaKEjh8/bkmNLl26aNiwYZo8eXKqjRi+9957evfdd/XNN9+k2uspJiZGH3/8sSIiInTy5MlE5y1acUAjOVa9rgICAhQQEJDsdPSMGTPe07TJ2yVM5XU4HKpdu7bL/3dcXJz279+f7BT1e7Vo0SKNHj1aq1evdr53ZcmSRSEhIerVq5dlR90HDBigdu3a6ejRo4qPj9fs2bO1c+dOhYeH67fffnO7/evXr+unn35KNDOnWrVqatKkiby9vd2ukeDQoUM6fvy4PDw8VLRoUZfRwpQKCgrSxx9/LEkqUqSIvvnmG0vavVcnTpzQl19+6fbsnwRFixbV+vXrEz2Xc+fOqVKlSm7/vXt6eqpevXravn17uoT02NhYHT9+3DnN3h1p8d64fft2fffdd5IkLy8vXblyRf7+/ho8eLCaNGmSKiG9ffv2+uijj5Q3b17L2mzXrp1mzZqld99917I2b7dv3z41a9ZMf/31l8s0/oSBECtmMn311Vfy9/dX8+bNXbb/8MMPunz5stq1a+d2jQR79+7VmDFjnDNaSpUqpR49elh6oGPZsmUaMWKES40+ffroiSeesKT9mJgYdevWTeHh4c6/D09PT4WFhemzzz6Tn5+f2zUiIyMTHZCRbq6nY+XB5JiYGC1btizJA0ApXVPh9jYefvjhRG2NGzdOe/bs0ZgxY9yukYCR9Hu0d+9edezY0ZIjPnXq1FGbNm307LPPWjat607++OMPPfroo6kympPab4ivvPKK/vnnH33//fcKDAzUli1b5OnpqaZNm6pGjRqW/lEksPr0gPSqcavNmzerUqVKbn0IxsTE6NVXX9XMmTPlcDicofPMmTMyxqhly5b68ssvLXlTr1q1qp566ik1aNBA9erV05o1a1S+fHmtWbNGzz//vI4cOeJ2jWbNmikiIkL+/v4qW7ZsogMmKV3M5FYVK1bUnj17FBsbq0KFCiWq4c65nQlatmypZcuWqW3btsqTJ0+imR/JnU9uBSteV7dKrenoCVN5Bw0apN69ezvXH5Akb29vFS5cWM8995zbwfPrr7/WK6+8oueff16hoaEu59suXLhQP/74o6ZMmaK2bdu6VSfBihUrNHjwYJepdwMGDFC9evXcanfPnj0KDQ3VsWPHVLVqVZfnsXbtWuXPn1+///672wuqfv755xo2bFiiv+eQkBCNHTtWwcHBbrVvB1b/jSR3Lv+JEydUsGBB5+wNd1SuXFnDhg1T7dq13W7rXln5+0qL98bcuXNr6dKlKlmypEqVKqWPP/5YjRs31ubNm1W9enW3TjvZsmVLktsrV66s77//3vn9wYpFyrp3767w8HCVL1/e8gVIEzRq1Eienp6aPHmyihQponXr1umff/5R7969NWLECEuC5yOPPKIvv/wy0YDXsmXL1KlTJ8sWAl6wYIEaN26sChUqONevSZgG/euvv6pu3bpu1/j222/Vvn17Pfvssy415syZo2nTpqlVq1Zu13j11Ve1ePFijRs3zlnjjz/+UPfu3VW3bl198cUXKW474fVboUIFLVmyxGWgIi4uTvPnz9eXX35pyWmrf/75p+rXr6/Lly8rJiZGgYGBOn36tPz8/JQrVy7LZl/+8ssviT6XNm7cqMaNG1vyvTQBIf0eWfnB0aNHD33//fc6f/68GjRooDZt2qh+/fqJ3hTdkVbTS1L7DTEtF2pIYPXpAWlRI6nZBrfasmWLatas6dbr95VXXtHy5cv12WefqU6dOvL09JR08802IiJC3bp1U40aNTRp0qQU10gQGRmpZs2a6cKFC2rXrp3znNF3331XO3bssCRAp9aCKbf6t/M8rVhMKlu2bJo7d65lC93dKi1eV7dK7enoCecmp9Y5qo888oh69OihLl26JHn/559/rtGjR2v37t2pUt8qdevWVaZMmRQeHp7oQPKFCxcUFhamK1euaMGCBSmuMWLECI0ePVp9+/aVj4+PRo0apZYtW+rRRx/VjBkz9L///U/Lli1T5cqV3X06klJvlCW5IJVgx44datmypdt/IwkrGTdt2lRff/21smbN6rwv4T140aJFloSQ+fPnq2/fvvrggw8UHByc6HM2NQcXrPyulZrvjQmaNm2qBg0aqGPHjnrzzTf1888/66WXXtLs2bMVEBCgxYsXp7jt2xeOu5XVi5Sl5gKkCXLkyKElS5aoXLlyypo1q9atW6fixYtryZIl6t27t/7880+3a/j4+GjHjh0qXLiwy/YDBw6oZMmSunLlits1pJsH4ENDQ52zdRK88847WrhwoSUH4EuWLKlOnToluvLAqFGjNGnSJOfoujty5MihH3/80Xl1mwRLly7VCy+8oFOnTqW47VvXr0rqNezr66vPPvssxVfwuNWTTz6pRx55RBMmTFDWrFm1efNmZciQQW3atFGPHj0SrTafEj4+Ptq6dWuig9N79uxRmTJlLD39lpB+m08//fSO9x89elQjRoyw7MtofHy8Fi9erBkzZmjOnDny9PTU888/r9atW1synTy5o+0nT55Uvnz5FBsb63YNKe3eEP/44w9t2bIlVRdqSHA/hvTbF/O7nRUf5gEBAZo7d65zZfrbrVy5Ug0bNnRrVelbxcXF6cKFCwoICHBuO3DggPPIKG4qUqSI5s2blyrn1qfF60r6v+nomzdvVunSpZOdjp5w6RN3nDt3Tj/++GOqXNLRx8dHmzdvVvHixZO8f+fOnapQoYJl74vSzSts3DoV0orRZz8/P61bty7ZBQH/+usvVa1aVZcvX05xjSJFiujzzz/XM888I+nmKUzVqlVTdHS0vLy81KNHD23fvl0LFy5McY0EqTnKklZBKmExr6RqZciQQYULF9bIkSPVsGFDt+rcWiuhXgIrnkvCJeuSc+XKFe3atcuS71qp+d6YYN++fbp06ZLKlSunmJgY9e7dW6tWrVKxYsU0atQotxYQq1ChgvLnz68RI0Y4Fz00xqhYsWL6/fffnZfhu18WKQsICNDGjRtVpEgRPfTQQ5o8ebKeeuop7d27V2XLlnXr/SRBwYIFNW7cuETnt//888/q0qWLZaOdPj4++uuvvxJdCnHXrl0qV66cJYEtY8aM+vvvv1M1FPr5+SkqKirR38jff/+tKlWqKCYmJsVtHzx4UMYYFS1aVOvWrXM5+O7t7a1cuXI5B3vclS1bNq1du1bFixdXtmzZtHr1apUsWVJr165Vu3bttGPHDrdrlClTRp07d1bXrl1dtn/22Wf64osvtG3bNrdrJOCc9Nv07NlTefLkSXa6Y1LnU7jDw8ND9erVU7169TRhwgT9+uuv+uijjzRlyhS3PpxuPaqfcH3NBAnTS6y6trh08zrKW7ZsSRTSN2/ebOn5f48//rgef/xxy9q7k99//93S31Fa1MicObPee+89Va1aNcn7d+/e7dYl3qSbB5buNB3Y29s7yeu4ppSnp6dLQJeU6HXmrhs3bigyMlJ79+5Vq1atlDlzZh07dkxZsmRxmRJtZx988IEGDBigr7/+2pJTDW6VFq8r6eZolCRt2rRJoaGhyU5Hd9ftl3Ts2LGjAgMDNXv2bEsu6Vi6dGlNmTJFn3zySZL3T506VaVKlXKrRoIjR46oZcuWWrlypXPG1Llz51StWjXNnDnTefnClMiWLZsOHDiQbEg/cOCA2+crnzx50uWLYbFixXT+/HmdOnVKefLk0csvv2zZe/4bb7yhRo0aOUdZ1qxZ4zLK4o7AwEB98sknyU4N//vvv9WoUSO3akhyvrcWKVJE69evV44cOdxuMzmpee3vbdu26cUXX1SRIkWSvP/48ePatWuXJbVS870xwa0H2jNlyqQJEyZY1va6dev01ltv6bnnntO3336rihUrOu/LmzfvfRPOE5QpU0abN29WkSJFVLVqVX3yySfy9vbWxIkTLRuwaNmypbp3767MmTOrRo0akm7O7OzRo4defPFFS2pIUs6cObVp06ZEIX3Tpk2WDSIUKFBAERERiUL64sWLVaBAAUtqhISEaODAgQoPD3fOMLty5YoGDRqkkJAQt9pOeH1a+b0wORkyZHAeXMyVK5cOHTqkkiVLKmvWrDp8+LAlNXr16qWuXbvq1KlTzis+RUREaOTIkZafektIv02hQoU0bNiwZC9hsmnTplQ5Py46OlozZ87Ut99+qy1btjive5pSFSpUcC6QlNRlwxKml1glLd4QIyIikl34xapL59x6esCtXwytPD0gNWskjE4kNwsjW7ZsSY703IuGDRuqU6dOmjJlisuXBenmSNVrr73m1pfRSpUqKSIiQgEBAYmu2Xs7K6aSHTx4UE8//bQOHTqka9euqW7dusqcObOGDRuma9euWfJlKy4uTqNHj9b333+f5DTblE7fvv33s2fPHgUFBalw4cKJTptx53eVFq8r6f+m/RcuXFgvvvhiqqyfId0May+99JLzko4J6tevb8n5fQkjmfPnz1edOnVczuWOiIjQvn37NHfuXLfrSDdPP4mNjdX27dudI/c7d+5U+/bt9corr2j+/PlutR0WFqb+/furdu3aiZ7Hhx9+qG7durnV/0ceeUSLFi1Sx44dJd0Mht7e3s4FKH18fCy7ssamTZv05ZdfysPDQ56enrp27ZqKFi2qTz75RO3atXNrKmRwcLCOHTuWbGA6d+6cJX8jCdy5nvfdSs3FYcuUKaOqVasmu6Dapk2b3DplKq3eGxMcPnxYDofDeVBs3bp1mjFjhkqVKqVOnTq51ba3t7fGjBmj33//XY0bN9brr7+ut99+2+0+J2fDhg3JflZZcYpZv379nCOzgwcPVsOGDfXEE084L3VrhQ8++EAHDhxwWSA0Pj5eYWFhGjJkiCU1JKljx47q1KmT9u3b55xduHLlSg0bNky9evWypEbv3r3VvXt3bdq0yaXGtGnTNHbsWEtqjB07VqGhocqfP7/zKjSbN2+Wj4+PW6cz3erfDn5bsaBxxYoVtX79ehUrVkw1a9bUgAEDdPr0aX3zzTeWXQL35Zdf1rVr1/TRRx/pgw8+kHTzO8sXX3xhyXO4FSH9NsHBwYqKiko2pCc3nS0lLly4oP/973+aMWOGIiMjVbRoUbVu3VqzZs1ye1XI/fv3p9n0EunOb4gfffSR2+0PGjRIgwcPVuXKlZNc+MUqabH6ZGrWaNWq1R2n0ObOndvt85/HjRunVq1aKTg4WAEBAc6jxSdPntS5c+cUGhqqcePGpbj9Jk2aOMNZwshqaurRo4cqV66caNZHs2bNnMHBXYMGDdLkyZPVu3dv9evXT++9954OHDign376ya3VntPi9yOlzevqVrVq1dKpU6dS5QuvdPNL6MSJExNtz5cvn8uso5R68skntXXrVn3xxReJrgH9zDPPqHPnzpbNBkm4pOetU+uLFy+uzz77zO0FmAYPHqxMmTJp+PDh6t27t8t5hblz59bbb7+tt956y60affv2VZs2bbR48WL5+Pho9uzZ6t69u7NWZGSkZV+uUnOUpXPnznecElqwYEG317f4t9PxbmXFKsbz58+Xv7+/82Dy+PHjNWnSJJUqVUrjx49PNMPpXlSvXv2O583fesA/JdLqvTFBq1at1KlTJ7Vt21bR0dGqU6eOypQpo+nTpys6OtqSVf2feeYZbdiwQe3bt9fvv/9uQa8TmzlzpsLCwhQaGqqFCxeqXr162rVrl06cOKFmzZpZUiM0NNT574cfflg7duxI8lK3R44cUd68eVN0vXZvb2/NmjVLH3zwgTZv3ixfX1+VLVvW8lkH/fv3V+bMmTVy5EjnZZXz5s2r999/35K/QUl67bXXlDt3bo0cOdJ5qlfJkiU1a9YsNWnSxJIaZcqU0e7duzV9+nTnlPCWLVuqdevWzlMs3HX7bKXY2FhdvnxZ3t7e8vPzsyTgDhkyRBcvXpQkffTRRwoLC9Nrr72mYsWKWTaYJ938P3nttdd06tQp+fr6pt6MSwMXf//9t1m/fn2y91+/ft0cOHDAklo+Pj4mT548pmfPnneseT/ZtWuX+f77782vv/5q2e/JGGNy585twsPDLWvvdps3bzabN282DofDLF261Pnz5s2bzcaNG82QIUNMoUKFbF8jLW3fvt1MnTrVDBkyxAwZMsRMnTrVbN++Pb27dc8CAwPNjh07jDHG+Pv7m7179xpjjNm/f7/x9fW1pEbRokXNb7/95qyxZ88eY4wxY8eONS1btrSkxn/J448/7vx7P378uMmcObMJCQkxOXLkMIMGDXK7/Zw5c5qNGzcaY1z/zxcuXGjy58/vdvtpqVixYmbt2rWJtq9du9Y89NBDltXZu3evWbVqlVm1apXZt2+fZe0aY8y8efNMq1atzHPPPWcmTpzoct/p06fN6dOnLalTt25dM336dGOMMa+88oqpUqWK+fbbb01oaKipUqWKJTVSU+HChV1umTJlMg6HwwQEBJiAgADjcDhMpkyZTJEiRSypV6ZMGTN37lxjjDFbtmwx3t7epm/fvuaxxx4zL730kiU1/iuyZcvm/BwZO3asqVatmjHGmAULFlj2/3GrsWPHmqZNm5rDhw9b2m7ZsmXNuHHjjDH/994YHx9vOnbsaAYMGGBprX+TOXNm53vz/eDChQvmwoUL6d2N+8quXbtM7dq1zfz589O7K7ZESE9HCxcuNHFxcaleJzw83FSrVs3kyZPHGZxHjRplfvrpJ8tqDBo0yMTExCTafvnyZUu+VAcGBjqDTWpwOBzGw8PDeHh4GIfDkejm5+dnpkyZYvsaxtw8kFSrVi2za9cut9uyi2vXrpnDhw+bgwcPutyskC1bNvP3338bY1wD24oVK0yuXLksqeHn5+fsb+7cuU1UVJQx5mbwyZIliyU1OnToYJYuXWpJW+kttb/wdujQwTRt2tRcv37d+Pv7m3379pmDBw+aihUrmh49erjdflr66aefTJUqVVwO9K5fv9489thjZs6cOenXMRtav369WbJkiTHGmBMnTpjQ0FCTOXNmU6lSJbNp06Z07t29mT59uqlevbrz78QYY3bs2GGeeOIJ8+2331pSI1OmTGb//v3GGGMGDhxonnvuOWOMMVFRUSYoKMiSGmmhSJEiSR7oOXv2rGUB+tbfVaNGjczHH39sjDHm4MGDxsfHx5IaacHPz8/5PAIDA82WLVuMMcZs27bN5M6dO037cuvn8b26ceOGmTx5smnZsqWpXbu2eeqpp1xuMObnn382169fd/77TrfUtH79elO8ePFUrWGl6Oho06ZNG5MnTx7j6enp/F6fcLMS092TkRaXLhs6dKgeffTRVK3xxRdfaMCAAerZs6c++ugj52J0AQEBGjNmjGVTZQYNGqTOnTsnWpTl8uXLGjRokNtTvV555RXNmDFD/fv3d6ud5KTF6QFpdQpChgwZ/vVyQKnp7Nmz+vXXXy2ZurRr1y516NBBq1atctluLLzkTL169TRmzBjn9GeHw6FLly5p4MCBql+/vtvtS1L+/Pl1/PhxFSxYUA899JAWLlyoSpUqaf369Zadd33q1Ck9/fTTypkzp1588UW1adPGeW6ZFU6fPq2pU6dq9erVLtO3q1WrppdeeinR5dLcERsb6/y9LF682LlCb4kSJXT8+HG32x85cqSef/555cqVS1euXFHNmjWdl3S04vScf+Pu5aVunxYaExOjqlWrOk81unHjhry8vPTyyy+7Pe1327ZtGjduXKL/95CQEHXt2tWyBfDi4uJc3v/Wrl2ra9euKSQkxJLLkhpjlCtXLufU+Vy5crl1vn5Sjh8/roiICAUGBqpOnTouC2zGxMRo5MiRlkx7lm5Os/3xxx8TneYwevRo5xVi3OXt7e1caXvx4sXO9/TAwMB/vSzjndzL55MV1/4+cOBAkn9r165ds2yV79KlS2vChAlq0KCBFi1a5DxX9dixY5Ytnjt06FAFBQUlulTV1KlTderUKUvOUw8ICHBOF86XL5+2bt2qsmXL6ty5c5asup5WevTooWnTpqlBgwYqU6aMpadIpsW6OYGBgdq1a5dy5MiR6P3+dild06Zp06bOqz/d6XPCqu9ayfHy8tKxY8dS/Ph/+z+4lRXrT7z00ks6dOiQ+vfvn6qn30qck56stDg3edmyZale47PPPtOkSZPUtGlTl+s4Vq5cWW+++aYlNaT/C02327x5swIDA91u/+rVq5o4caIWL16scuXKJfrSNmrUKLfaT4vVJ9Nyhcs2bdpoypQpia7dmRYOHTqk9u3bWxLS27dvLy8vL/3222+p9mY4cuRIhYaGqlSpUrp69apatWql3bt3K0eOHPruu+8sqdGsWTNFRESoatWq6tatm/P/59ChQ4mufZpSP//8s86ePasffvhBM2bM0KhRo1SiRAm1bt1arVq1cusc6PXr1ys0NFR+fn6qU6eOHnnkEUk3FxD79NNP9fHHH2vBggWWXcs6tb/wZs2aVYsWLUrTSzrezrixtonVK8gm5/fff1fTpk1VqVIlNWnSxGXhuEWLFqlSpUr6+eefXc4xvVfHjx9X8+bNtWbNGlWvXl0//fST2rZtq3nz5km6udp7ZGSk8uTJ49ZzMcbo4Ycf1t9//51oJWYrrF+/XvXq1VN8fLxiY2OVL18+/fTTTypdurQk6dKlS5YcsE5w/Phx3bhxI9H2uLg4nThxwpIajz/+uHr16qXq1atr3bp1zkW9du3a5dZVAxIWtk3ub8CqS9YlXFNekhYsWJDkNeWTW13+Xg0bNkzNmjXT8OHD1a5dO+cB0l9++cXthYATfPnll5oxY0ai7aVLl9aLL75oSUivUaOGFi1apLJly6p58+bq0aOHlixZokWLFiV75QI7mjlzpr7//nvLDrTf6tZ1c5o0aZIq30tGjx7tXNR09OjRqVLj1u+iafG99Na/R+nme/Lx48c1btw4Va9ePcXtpvX6E3/88YdWrFihChUqpHotrpN+m4QjvBUqVNCSJUtcAmbCpcu+/PJLHThwwNY1Evj6+mrHjh0qVKiQyzW5d+/erXLlyrl9nd6EI3znz59XlixZXN5I4uLidOnSJXXu3Fnjx493q85TTz11x/utvFTMN998owkTJmj//v1avXq1ChUqpNGjR6to0aKWzTxI7RrdunVTeHi4ihUrpuDgYGXKlMnlfncOavzbCMqWLVtUs2ZNS468ZsqUSVFRUSpRooTbbd3JjRs3NHPmTJfAZuWCKbdbs2aN8xq6VlyWKSlHjhzRd999p6lTp2r37t1JfqG/W4899pjKly+vCRMmJPqyYIxR586dtWXLFq1evdrdbku6eZC0WbNmunDhgtq1a+dc8OXdd9/Vjh07LFlhODX92yrh58+fV2RkZKqOTlihfPnyatKkiQYPHpzk/e+//75mz57t1sydsLAw7d27V++8846mT5+uw4cPy9PTU999953i4uLUqlUrVahQwa3FKBMkXBrvsccec7ut29WtW1cFChTQ5MmTFRMTo7ffflvff/+9Fi1apIoVK+rEiRPKmzevZf/njRo10tGjRzV58mTn1ReioqLUqVMn5cuXL9EX4pQ4dOiQXn/9dR0+fFjdu3dXhw4dJN28OkJcXNw9LWR3q4MHD971vu4s9JWW15SXbn7nuXDhgsuCegcOHJCfn58ll+Py8fHR9u3bEx1Y2Ldvn/Mgs7vOnDmjq1evKm/evIqPj9cnn3zi/Kzq16+fW4sF3qtbv7Peq7x58yoyMtJ5QBl3Fh4erhYtWiSa2Xf9+nXnYoLuun0BQIfDoZw5c6pWrVoaOXKk2wdi00qpUqU0ffr0RFc3ShWWTp7/D/gvnZtsjDElS5Z0nnt+6/k9n376qalYsaLb7U+bNs189dVXxuFwmLFjx5pp06Y5bzNmzDCrVq1yu0Za+vzzz02OHDnMhx9+aHx9fZ2/r6+++so8+eST902NJ598Mtmbu+dj3fr6TeqWcL8VKleubFasWGFJW+lpyJAhSf5NT5kyxXnuopWuX79u5syZY5577jnj4+Nj8ubN61Z7Pj4+d1wUcPv27Zafd3njxg1z5swZl2379+83J06csKT9xYsXmwYNGpiiRYuaokWLmgYNGphFixZZ0raXl5d55plnzEsvvZTkrXHjxpafu2aMMVeuXDHnz593ubnDx8fH5Zzn2+3YscPt//c8efKY1atXG2OM+eeff4zD4TCLFy923h8REWGKFi3qVo0Ev/zyi3n88cfNX3/9ZUl7twoICDA7d+502TZ06FATEBBg1q1bZ6Kjoy39Pz958qR55plnjMPhMN7e3sbb29t4eHiYZ555xrK/kbSwbNkyExsbm2h7bGysWbZsmSU1ChcubE6dOmVJW//m5MmTZsWKFWbFihXm5MmTlrb98MMPm2+++SbR9vDw8FRZnC69ubNw3IgRI8zrr79u4uPjLe6Vq7RY78DDwyPJv+nTp09b9p6SFjXS2sWLFy39PEywYMECU69ePefaDamJkH6bAwcOmP379xuHw2HWr19vDhw44LwdO3bM3Lhx476okWDSpEkmX758ZubMmSZTpkzmu+++Mx9++KHz31aJjIxM8oPWKu3bt09y1cxLly6Z9u3bW1anZMmSzsWWbj2o8ddff5ns2bPfNzVSU5YsWcywYcNMZGRkkrdJkyZZ9qYeERFhQkJCzNKlS83p06dT5Q23QIECpm3btmby5MmptpJsoUKFzMqVKxNtX7NmjSlcuLBldZYsWWJeeeUVExAQYLJmzWrat29vFi9e7PYXlcKFC5uvv/462fu//vprS69McPnyZZeFKA8cOGBGjx5t2Qqw48ePN15eXubFF180Y8eOda6ynyFDBufKxu4oW7asmTx5crL3//nnn5b9jVy6dMl06dLF5MyZM8mDZu4oUaKEGTlyZLL3jxw50u0Ff3x8fMyhQ4ecP2fKlMns3r3b+fPBgwctu8pCtmzZnGHWx8fHuSp6ws0dAQEBZvPmzYm2Dx8+3GTLls3Mnj07Vb7s7ty507m40+0HCdxFOLh7Cd9FPD09nQMuXl5e5uWXX05yUd2UGDZsmMmePbuZOnWq8zvjlClTTPbs2c2QIUMsqTF37twk32cXLFhg5s2bZ0mNu+XOwnFNmzY1WbNmNUWKFDENGzY0zZo1c7lZxeFwJPn6jY6ONhkyZEjVGkePHrXs4LjD4UjyoNKmTZvcfm9MS/v27TP169c3fn5+qTZ4dOvniL+/v6WfI7fjnPTb/NfOTX7llVfk6+urfv366fLly2rVqpXy5s2rsWPH6sUXX7SsTs2aNbV371599dVX2rt3r8aOHatcuXLp999/V8GCBZ3n5aXU119/rY8//th5jk6CK1euKDw83LLrH+7fvz/JKSwZM2a84zVw7VYjNSVMraxZs2aS92fLls2t821vlXCOcK1atVymWRsLF44bMmSIli9frmHDhqljx47Kly+fatasqZo1a+rJJ5+05PzV6OjoJKdy5cyZ05KF0KSbi/ycOXNGTz/9tCZOnKhGjRpZtijdm2++qU6dOikqKkq1a9d2OTc5IiJCkyZN0ogRIyypJd08z+/ZZ59V586dde7cOVWtWlUZMmTQ6dOnNWrUKL322mtutT9kyBCNHj1aXbt2dW7r3r27qlevriFDhqhLly5utR8cHKyNGzc6pwffLmPGjCpYsKBbNRK89dZbWrp0qb744gu1bdtW48eP19GjR/Xll1+6vSbF4MGD1apVK0VGRqpOnTqJ/t/nz5+f5Dmy9yJXrlw6fvy4ChQoIEnq2rWryylgZ8+eTXS6Tkql5rn8ZcqU0apVqxItdPbmm28qPj5eLVu2tKTOE088oSZNmqhx48Z65JFHnLfUkNz7+LVr11wWxXO3RlLn2/7zzz+W/b9LNxfuW7ZsmQ4dOpRoLSArrmfdq1cvLVu2TL/++qvz/No//vhD3bt3V+/evfXFF1+4XaNPnz76559/9Prrrzufg4+Pj95++23nNbrd9c477yT5vhEfH6933nlHzzzzjNs1Xn75ZY0dOzbR97mYmBh169bN+X1u27Ztyps3b4pqZMuWzbLruiclLdY7SDidxOFwaPLkyS7X4o6Li9Py5cvdPhUwYdE1h8Oh2rVrOxcfTaixf/9+Pf30027VSGCM0Y8//qilS5fq5MmTiTKQFaextWnTRsYYTZ06VUFBQalyLn9arQkjienud5IWly5LixoJYmJiUm0aXGRkpPH19TV16tQx3t7ezqOfQ4cOdV62JSXOnz9vzp07ZxwOh9mzZ4/LKOqZM2fM119/bfLkyWPV00j10wPSqoYxNy9r0adPH9OiRQtLjyJPnDjRjB07Ntn7o6Ojzfvvv+9WjQTJjdYn3Kx27Ngx891335nWrVsbLy8vy468psU0xYkTJ5qzZ89a0lZSZs6caapWrWq8vLxcRoqqVq1qZs2aZWmt7Nmzm61btxpjbs4GKleunImLizPff/+9KVGihNvt3z5am2DXrl0mU6ZMbrd/9epVy0bP/k2BAgWcl97LnDmz83mFh4ebZ555xu32V65caVq0aGEKFizonFZdsGBB06JFC0tOZ2rcuLEZM2ZMsvePGzfO1KpVy+06qW3SpEmmTZs2yd7/8ccfWzJr5uuvvzbPPvus8ff3NyVKlDBvvfWW+eOPPyyd1pswu8TDw8N89NFHzp/Hjh1rRo0aZZo2bWoqVKjgVo2EzyIPDw9Tv359l8+nxo0bm8KFC5vQ0FBLns/GjRtN7ty5TZYsWYynp6fJmTOn5deUz579/7F35nExr+//f82UtC8okhYtTqIIH/uSoqxly1LklCwHoSxxHGvEcWxZjn0LcUTW7FqQNZQtSiIc2znWhLbr90e/eX+bphxm7nmnvJ+Pxzwedc90Xfc0816u+76u11W1xBaYMTExVK1aNSY+JLx//54uXbpEN27coE+fPjG1ra6uXmIab0ZGBmlqajLxUVr2xMuXL0lFRYWJD2UjuQaWVLaqpqZGderUoYMHDyrkw8LCgiwsLEgkEpGpqSn3u4WFBdWpU4dcXV3pwoULCvmYOXMmzZw5k0QiEU2YMIH7febMmRQaGkoRERH0+fNnhXxIGDNmDFWuXJk6depEgwcPlikDY4GWltYXS7TKG0KQXgoVpTaZL5o3b86lRRYNPC9evEgmJiZy2/2v+mcVFRWaM2cOk/dAxE95AB8+duzYQZUqVaJu3bqRmpoadevWjerUqUN6enrMToZ88fHjR7p48SIdPHhQab07P3z4QMeOHaMpU6ZQ8+bNqXLlytSwYUMaN24cE/t8pCkW5+3bt7R37166ffs2U7s5OTn0999/099//831WGWNhoYG11fe09OTW/TJzMxkkvo8YMAAWrBggcz4H3/8Qf369VPYPp9oaWlx/ysTExO6ePEiERWm/bFYcChrLl68yKyG/HtK5VWUT58+UXR0NA0bNoyMjY3JyMiIfH19ae/evZSdna2QbT6CA8mNuUgkon79+kndrA8bNoxCQ0OZ1ZG3a9eOhg4dSvn5+dz9SWZmJrVt25b27NnDxIeGhkaJ59qbN28yC26Lo4xzfPXq1enUqVMy4ydOnCBDQ0OFbPO96cIHfOgdODk5yeizsGbz5s308eNHpfowMDCg6OhopfpwcnJipi3zNbDWgSmOEKSXQkWpTX727BkNHDiQjI2NSUVFhWm9YlG0tLTo/v37RCT9XjIyMqhy5cpy242Li6PY2FgSiUQUFRUltYt67tw5evLkCZP5F2Xbtm1kbW3NrYqamJh8sb70e/Rhb2/P1dZKPo+CggIaOnQoTZ8+XWH7OTk55OzsTKmpqQrb+hJHjhzhdj2KP1h9f1u0aEHq6urk6OhIgYGBtG/fPuYXxIKCApo0aRKpq6tzx56mpibNmjWLmQ9PT09avnw5ERXWdNvY2FClSpVIVVWVdu/ezcwPH9jb21NYWBhlZmaSrq4ut2ObmJhI1atXV9h+SEgI6enpUZcuXSgkJIRCQkKoa9eupK+vTyEhIVI7h4qSn59Pd+/epTNnzlB8fLzUgwX29vZcVomLiwuNHz+eiAp3QxVZIK2I2Nvbl3iTeOTIEXJwcGDiY/r06VxWHJ9cuHCBfv31V6pfvz5paGhQ165d6ezZswrZdHJyUmp2DhHRxIkTpbJOMjIymOpPEBHp6elxu2t6enpcUHvhwgWFNRUkODs7k6enp1Sgk52dTZ6enuTi4sLEBx/n+GHDhpG9vT3du3ePG0tLSyMHBwcaMmSIQrb53nSJjIwkT09PatasGTk6Oko9BPjHwsLiiwK0LLh37x516NCBNm/eTImJiZScnCz1YIEydWCKI7RgKwVlty7jy0fnzp2RmZmJ0aNHl9hnmlVLsVq1amHXrl1o2bKl1HvZu3cvJkyYgPT0dIXsP3z4EGZmZkqpLymN7OxsZGVlMWmdwrcPLS0t3Lp1CxYWFqhatSri4uJgb2+PlJQUODs7M6mDNjQ05FqzKAsbGxu4urpi+vTpXD0sa6pUqQKxWAxXV1c4OTnByclJaTWeWVlZSElJgYaGBmxsbJjVjANAjRo1cOzYMTRo0AARERGYMWMGkpOTsWXLFqxduxbXrl1TyH5ycjIOHjyIKlWqoG/fvqhWrRr33Lt37zBu3Dhm2hC7d++Gl5cX8vPz4eLiguPHjwMA5s2bh9OnT+PIkSMK2f/aWkGRSIT79+/L7efChQvw8vLCw4cPZep7WWkqLFmyBCoqKhgzZgxOnjyJ7t27g4iQm5uLxYsXY+zYsQrZP3z4MKKiolClShX4+vqibt263HOvX79G7969ERMTo+jbAACkpaWVWq/Ior+4hoYGUlJSYGFhITX+4MED1KtXj4kmSMOGDXHz5k20a9cOQ4YMQe/evZke519Deno6Dhw4AFNTU/Tp00duO4GBgSVec0UiEdTV1WFtbQ0PDw8pDYFvpWPHjujduzenP2Fra8tUfwKQvlbVqVMHy5cvh5ubG+7cuYPGjRsz+dxv3LiBTp064fPnz1yP9OTkZKirq+PYsWMK6/IAyj/HA4XtITt16oTExETUqlULQGE7zzZt2iAqKgr6+vpy246PjwcRwdnZGXv27JH63qipqcHc3FzuGvTiLFu2DFOnTsXPP/+MtWvXwtfXF+np6bh8+TJGjRqFuXPnMvEDKEfvICgoCCEhIdDS0kJQUNAXX6tIS10J+fn5WLJkCXbt2lXi+3j16pXCPrZs2YKjR49i48aNSm1v6+XlJdXCWtKCkdU1d9SoUYiNjUVISEiJOjDe3t4K++BgGvJXICpKbbK2tjZdu3aNia0vMX78eGrdujU9ffqUq4s8e/YsWVpaMqlP3rhxI+3atUtmfNeuXbR582aF7Vc0TExM6Pr160RUuHsUERFBRETnzp0jXV1dJj7GjRtHwcHBTGyVho6OjtSKvjIoKCig5ORkCgsLo169elG1atWoZs2aNGDAAFq7dq1SfbOkqEr2oEGDuM/m4cOHCqc9Hzt2jNTU1KhevXpkZmZGVatWpZiYGO551u2liIiePn1KV69epfz8fG7s4sWLSl+JZ0mDBg3I09OTbt++Ta9fv6Y3b95IPZTBgwcPaM+ePUx2DbZv304qKirUtWtXat26Namrq9O2bdu451l+7mvXriUVFRWqXr06NWjQgBo2bMg9WF0PlZnKW5SrV69SQEAAVatWjfT19WnEiBF06dIlZvaLcvnyZQoPD6fw8HBKTExkatvJyYl0dXVJS0uLGjVqRI0aNSJtbW3S09OjZs2akb6+PhkYGNCtW7fk9qFs/Qkioo4dO9L27duJiMjf35+aNm1K27ZtIzc3N2ratCkTH0SFZVNr166loKAgCgoKonXr1ilcelAUZZ7ji1JQUEDHjh2jBQsW0PLly5ll/Uh48OCB1HldGfz000/cfU/R++tp06bRqFGjmPlRlt5B0SwWZbbUlTBt2jQyNjamhQsXkrq6OoWEhNCQIUOoatWqTDLKiAqzP9zc3EhbW5vq16+vlOyGunXrUq9evejChQuUkZEh1T2LVYaTsnVgiiIE6aVQUWqT69atS1evXmVi60t8/vyZ/P39OVGpSpUqkVgspoEDBzJpKWdjYyMVFEiIi4ujOnXqKGxfAh/lAXz4GDBgAKcRMHv2bDI0NCR/f38yNzdn1n5k9OjRpKurS40bN6Zhw4ZRYGCg1IMFvr6+zEsNvkRBQQFdvnyZBg8ezFQ4jg9sbGzor7/+oqysLDI0NOSCkaSkJIXLZ1q0aEG//vorERX+j37//XfS1tamI0eOEJFygnRl0Lp1a/rjjz+UXqYhQVNTs0SBuvJCw4YNpW7Q/vrrL9LS0uKOSZafu5mZGc2fP5+JrdJQZipvSeTk5NCePXuoW7duVKlSJbK3t6elS5cyWaB59OgRtW7dmkQiEdf6RyQSUatWrejRo0cMZk+0ZMkS6tWrl1Sd5Zs3b6hPnz60dOlS+vDhA3l4eJCrq6vcPpStP0FUuJAhuX94/vw5ubm5kY6ODjVq1IiSkpIUtp+Tk0OWlpbM9T+Ko8xzPN+8fv2ajh07Rlu3bqUtW7ZIPVigoaHBBWWGhobc55yamkpVqlRh4oOIH70DPrC0tKRDhw4RUeGihuQcKWlPygJPT0+qVq0ajRgxgmbMmCElUsdKbJiPay6fOjBCC7ZS4KN1GR8+li5dismTJ2PNmjUyKX4sUVNTw7p16zB9+nTcuHEDWVlZcHR0hI2NDT5+/KhwaktmZmaJKarm5ubIzMxUyHZRfv75Z2RmZmLatGkllgeUFx8rVqzAp0+fAABTp05FpUqVcO7cOfTu3Ru//fYbEx83b97k2rGlpqZKPcfqPa1YsQKenp44c+YM7O3tUalSJannWbTOuXr1KuLi4hAXF4ezZ8/i/fv3sLe3R0BAQKlt5r5Hxo0bB29vb2hra8Pc3BxOTk4AgNOnT8Pe3l4h27du3cLWrVsBFH62kyZNQq1atdCnTx/s3LkT//vf/xSdPnr16vXVr5W3VcvQoUOxf/9+zJo1C7Vq1YK7uzvc3d3RsmVLpRyHzZo1w71792Btbc3UrqQ1z9egyDGSlpaG7t27c7/37dsXhoaGcHd3R25uLtMWR69fv4anpyczeyWxYMECdOrUCba2tjKpvCxbCEqg/192kJOTAyKCgYEBVqxYgWnTpmHdunXo16+f3Lb9/f2Rm5uLlJQU/PTTTwCAu3fvwtfXF/7+/jh69KjC8//jjz9w4sQJ6OrqcmN6enqYOXMmXF1dMXbsWEyfPh2urq5y+7C2tsa+ffvQs2dPHDt2DIGBgQCAFy9eSPlVhCZNmnA/GxkZMfnfFKVSpUrc9VaZKPMcX5RTp05hyZIlSElJAQDUrVsX48aN41qiKsrBgwfh7e2NrKws6OrqSp17RSIRfHx8FPZRo0YNvHr1Cubm5jAzM8OFCxfQoEEDZGRkMGsRCwBJSUlYs2YNxGIxVFRU8PnzZ1haWmLBggUYPHjwN13XvpZ3794hJiYGtra2Crdgk/Ds2TPuO6StrY23b98CALp164Zp06Yx8REdHY1jx46hdevWTOyVhLOzM5KTk5lfc4tiaWmJjIwMmJmZwdbWFrt27ULTpk1x8OBBhcpBSoRpyF9BUWbrMmX70NfXJzU1NRKLxaStrc2tuEserAgICChxPCsri4lSvampaYlq3vv27WMqjsRHeYCyfAQGBlJWVhYREcXHx1Nubi5zH3yzfv16UlVVJW1tbTI3N5dSGWbVOkdFRYWaNGlC48ePpwMHDigtDZkPLl++TFFRUfT+/Xtu7NChQwoLSBkaGpaYSrtjxw7S1NSkVatWKbyjWlTdefDgwaSrq0umpqZcWyYzMzPS1dVl0p1AmcrYRUVqoqKiyM7OjjZt2sRUxKbocfClh6LHiLGxMZ0/f15mPC4ujrS1tWnq1KnMdtL9/Pxo1apVTGx9CWWn8hIVChyOGjWKqlSpQsbGxhQcHCy1u7Ns2TIyMjJSyIe6unqJWXKJiYnMdqC1tLRKbCsWGxtL2traRESUnp5OOjo6cvuIjIzkMu86duzIjYeGhlKnTp3ktlsSz58/p9OnT9Pp06fpxYsXTG3PnTuXBg8erPTrrrLO8RJWrlxJqqqq1L9/f048c8CAAVSpUiVOjFZRbGxsaOzYsUptUzlkyBBud3bFihVci2B9fX3y8/Nj5qdatWpcZpaNjQ0neJiSksJM1Z8PwcA6depwHRtatWpF8+bNI6LC1qusSoF++uknZuJtpbFmzRoyNTWlGTNm0O7du5XSEWjx4sVchtmJEydIXV2dKleuTGKx+IvtROVBCNIrOJs3b/7igxWWlpYyquFZWVnUunVrat26tcL2J02aRObm5hQTE0N5eXmUl5dHp06dInNzc07NmAV8lAcoy4eqqio9e/aMiErvQ1reqF69Os2dO1ep9WusW2bwDR8p3B07dqQ//vijxOciIiK4m2xWTJo0ifz9/aVKZfLy8mjYsGE0YcIEZn4ksFTGLq13bvG+uuWhPMDDw6PUbhCxsbGkpaXF7H2EhoZStWrVaPDgwbRw4UIphX0WNZE5OTmkoqLCrJ1badSvX59UVVWpS5cutHfv3hLLvV6+fEkikUghPzY2NlyaZVEuXrxIVlZWCtmW4OXlRbVr16aoqCh69OgRPXr0iKKiosjS0pLrCb9jxw5q3LixQn6UrT/x7t07GjhwIFeOJxKJSFVVlby9vZktyvbo0YN0dHTI2NiYXF1dpfq+syox4wMTExMuICzKihUrqGbNmkx8aGpqcjXiyiI/P19qwWTHjh0UEBBAy5YtY9b3m4gfvYPq1atz6frbt28na2tr+vDhA/3555/UsGFDJj6Cg4Np7ty5RFQYmKuqqpK1tTWpqakx0x46dOgQubm5UUZGBhN7JVHadVeZ11yWOjDFEdTdS+H58+eYMGECTp06hRcvXsikx7BQCOTDB1+kp6ejTZs2mDRpEsaNG4f379/Dzc0NqqqqOHLkCLS0tBSyn5OTg0GDBiEyMhKqqoVVGgUFBfDx8cHq1auhpqbG4m3g+PHjWLRokVLLA5Tlw8bGBn379oWrqyvat2+PvXv3wsDAoMTXtm3blonPxMTEUtVA5U1JLkqVKlVw+fJlWFlZKWzrv7hy5QqX3mdnZ8el8n/vhIeHY//+/Th+/LjSUrj37t2L06dPY8mSJSU+HxERgXXr1iE2NpaJP0NDQ5w9e5ZL45Vw9+5dtGzZEv/++y8TPyWhqDL2w4cPv/q15ubm32yfT+Lj43Hu3DlMmTKlxOdjY2MRHh6OTZs2KezrS4r7iqrsS5B0HJGobyuDkJAQ+Pn5wcTERGk+AGD//v0IDQ3FypUruXTuxMREBAQEIDg4GD169FDYR1ZWFgIDAxEeHo68vDwAgKqqKgYPHowlS5ZAS0sLSUlJAApV7b9X+vXrh2vXrmH58uVo0aIFAOD8+fMYO3YsGjZsiJ07dyrsw9fX94vPy3uM8K3yra2tjaSkJJl04bS0NDg6OiIrK0thH7169UL//v3Rt29fhW2VRmZmJkxNTWWugUSER48ewczMjImfxMREvH//Hu3bt8eLFy/g4+PDdRLYsGEDk+NCQ0MDqampMDU1hY+PD2rWrIn58+cjMzMTdnZ2TD6T4ly4cIF7H0VLnhTBwMAA2dnZyMvLg6ampkz5IgsFeT4IDw9Hv379ZLp25OTkYOfOnUzKNSQIQXop8NG6jK/2aOnp6di0aRPS09MRFhYGIyMjHDlyBGZmZkzagki4fv062rdvjxkzZmDHjh2oXLkyoqOjFQ7Qi5Kamork5GRoaGjA3t6e+U0uHycRZfnYt28fRowYgRcvXnAtJ0qCVRsKycnIzc0Nx48fh6urK1JTU/H8+XP07NmTyY17YGAgDA0N8euvvypsqzRevHiBfv36IT4+nqsnevPmDdq3b4+dO3fC0NBQab5Z8vnzZ5w6dQr79+/HwYMHkZ+fj65du8Ld3R1ubm4K60Lk5+cjISEBDg4O7OuuimFgYIDNmzfLnAP379+Pn3/+Ga9fv2biJzExUWphpnHjxkzsKhu+b9wrChs2bEBUVBS2bt2qUNuw0sjNzYWtrS0OHTok1aqOFQYGBlL3CR8+fEBeXh63cC35WUtLi+kNb1ZWFrdIYmlpCW1tbWa2+UBLS6vEWtgzZ86gU6dOTFqwKQvJgru+vj7at29f6utEIhGTVoheXl5wdHTExIkTpcYXLlyIxMREJgsaGzZswOzZs+Hr61ui1oy7u7vCPlRUVPD06VOZ9rb//vsvjIyMytUmWJ06dTBnzhx07doVtWvXxs6dO7naaxcXF/zzzz8K+/j06RPU1dUZzLZ0tmzZ8sXnBw8erFT/rODzuyUIx5XC2bNncebMGaWuDvPhIz4+Hp07d0arVq1w+vRpzJ07F0ZGRkhOTsaGDRuwe/duZr4cHBxw6NAhdOzYEc2aNcOhQ4eY90K0sLAAEcHKyoq7MWHJ0qVLmdvky0ePHj3Qo0cPTozl7t27Su3xHhoaiiVLlmDUqFHQ0dFBWFgYateujeHDh8PY2JiJj/z8fCxYsADHjh2Dg4ODzMWcRQASEBCArKws3Lp1i7uxvn37NgYPHowxY8Zgx44dCvvgg8qVK6NLly7o0qUL1qxZg4sXL+LAgQOYNm0avLy84OzsjClTpqBVq1Zy2VdRUYGrqytSUlKUHqT7+vpiyJAhSE9PR9OmTQEAFy9exPz58/9zx+prePz4MQYMGICEhASphZmWLVti586dnKiYosybNw/Vq1eHn5+f1PjGjRvx8uVLBAcHy2X32rVryM3N5X5WNocPH4aKigrc3Nykxo8dO4aCggJ07txZ6XNgwYoVK3Dv3j3UrFkT5ubmMgvIV69eVci+sgXE+Lg+lYS2tjYcHBzKxDcLqlatCj09PZlxPT29UrPNvheKZiexylT6EnZ2dpg7dy7i4uK4rIMLFy4gISEB48ePlxKtlFeUcujQoQCA2bNnyzzHahOB/n9f7OJkZWUxDUadnZ1L7B//7t079OjRg8nCCR+CgUZGRujZsycGDhwIFxcXiMViJnaLoqwgnC8hVQmlfbceP35c4nlGEYSd9FKws7PD9u3b4ejoWK59tGjRAp6enggKCoKOjg6Sk5NhaWmJS5cuoVevXnj8+LHcth0dHUv8oj58+BBGRkZSAbqiNz/Z2dkICAjgVuJSU1NhaWmJgIAAmJiYYPLkyQrZr2jEx8ejVatWSlnIkKClpYVbt27BwsICVatWRVxcHOzt7ZGSkgJnZ2c8ffpUYR987Bzo6enh5MmTMgrlly5dgqurK968eaOwj7JG0RRuCU2aNMHvv/8OFxcXhrOTpaCgAAsXLkRYWBj3PTI2NsbYsWMxfvx4qKioKGS/U6dOePPmDbZs2SKjjK2rq8tM/dnCwgIRERFo2bKl1PjFixfRv39/ZGRkMPGjbBwcHDB//nx06dJFavzo0aMIDg5GcnKywj6KL2QUZ+PGjQr7mDVr1hefnzFjhsI+QkNDkZqaivXr1yv1/Cvw9axduxaRkZHYunUratSoAaBQzVqivj18+HCFfdSuXfuL5UUsyjWKowyV7y+VnRSFVQkKaySZRWFhYRg6dCg0NTW55/Lz83Hx4kWoqKggISGBiT+xWIxnz57JbIi8ePECJiYm3GKqoiQmJuLRo0fo2LEjl8kSHR0NfX19uRfei7J3715EREQgOjoaenp66NevHwYOHCjVGUEe3r17x3VpePfu3RdfK283h+Lf2ZcvXyI7O1tqAV5TUxNGRkYKfWclMU9ycjLq1asndX7Pz89HRkYGOnXqhF27dsntozjCFaQU+GhdxoePGzduICIiQmbcyMhI4RQZFjVvX8uUKVOQnJyMuLg4dOrUiRvv0KEDZs6cyTRI56M8QBk+ip4MHR0dkZ2dXeprWbS2MTAwwPv37wEAJiYmuHnzJuzt7fHmzZsv+v4W+Ng5KCgokNmhBwp3xQoKCpTunzUlpXBbWVlxrY0UYc6cOZgwYQJCQkLQuHFjmZ1IVi2TxGIxJk2ahEmTJnEXdla2gf+rtS5a8/7TTz9h+fLlaNOmDTM/z549KzGrxNDQkMkiFlAY3IaFhUFHR0dq/MOHDwgICGAS3KalpcHOzk5m3NbWFvfu3VPYPgCZEobc3FzcvHkTb968gbOzMxMfLILw/+Ly5cs4deoUjh8/Dnt7e5ljhIVWR3E+ffokownC8ngp76xatQr37t2DmZkZV4ucmZmJypUr4+XLl1izZg33Wnk3FMaNGyf1e25uLq5du4ajR4/KpI7LS9++fdG2bVuMHj0aHz9+RJMmTfDgwQMQEXbu3InevXsr7KO8LByWhiSziIhw48YNKb0iNTU1NGjQABMmTFDYz/Xr17mfb9++jWfPnnG/5+fn4+jRo0x1KZo0aYImTZqACgW/IRKJ0LVrV2b2e/bsiZ49e+L9+/fYvXs3duzYgebNm8PS0hIDBw7E9OnT5bJrYGDApYbr6+uXuJAleT/yZlAU/c5GRETgzz//xIYNG6QW4IcOHarwYpwk5klKSoKbm5tU2Y+amhosLCyYHINFEYL0UujXrx+ys7NhZWWltNpkPnzo6+vj6dOnMitN165dU/gEwscNj4R9+/bhr7/+QvPmzaUO8nr16iE9PZ2ZHz7KA5Tlg4+TYVHatm2LEydOwN7eHp6enhg7dixiYmJw4sQJpe+0ssTZ2Rljx47Fjh07ULNmTQDAkydPEBgYWK7eBx8p3JKdVHd3d6nvF8vvlYS8vDzExcUhPT0dXl5eAIC///4burq6CtfEmpqalrjDkZ+fz30HWGBqaoqEhASZ829CQgIzP1u2bMH8+fNlgvSPHz8iPDycSZCup6eH+/fvyywm37t3j5nmyN69e2XGCgoK8Msvv/AiHMkKfX195jdqJfHhwwcEBwdj165dJQoplqeaW2XDx4bC2LFjSxxfuXIlEhMTmfg4ffo0pk6dCqDweCEiLiNozpw5Cn3v2rRpAw8PD3h4eMDGxobJfEujpDT3osgbEAL/t7Dv6+uLsLAwpS1WNWzYECKRCCKRqMRFRA0NDSxfvpyZv/DwcPzxxx9IS0sDUFinPnHiRAwaNIiZDwDQ0dGBr68vfH19cfv2bXh7e2PWrFlyfyYxMTGc/kdMTAwzMdvSmDZtGnbv3i2zAL9kyRL06dMH3t7ectuWxDwWFhbo37+/jHCcMhCC9FIoz7XJRenfvz+Cg4MRGRkJkUiEgoICJCQkYMKECUwVCB89egSRSMQFApcuXUJERATs7OwwbNgwhe2/fPmyxPrqDx8+MD3oJ0+ejDlz5nDlARKcnZ2xYsWK79oH3yfDFStWcPWXU6dORaVKlXDu3Dn07t0bv/32m1J9s2TFihVwd3eHhYUFTE1NARR+n+vXr49t27aV8ey+Hn9/f+Tm5iIlJUUmhdvf359JCjcfmQ1AYclMp06dkJmZic+fP6Njx47Q0dHB77//js+fP2P16tUK2f/jjz8QEBAgo4w9duxYLFy4kMVbAFBYezlu3Djk5uZyN3KnTp3CpEmTMH78eIVsv3v3jttVef/+vVSdZX5+Pg4fPsxMk8LDwwPjxo3D3r17uYD53r17GD9+PBORp9IQi8UICgqCk5MTJk2aJJeNKlWqIDU1FdWqVZMRXisOi4VxFoKZX8OkSZMQGxuLVatWYdCgQVi5ciWePHmCNWvWYP78+bzMobzA54ZCcTp37owpU6Yw+V68ffuWu8YfPXoUvXv3hqamJrp27arwbv3QoUOxf/9+zJo1S2ldQiQUX5DLzc1FRkYGVFVVYWVlpVCQLqH4/5t1aUBGRgaIiCsfLSowq6amBiMjI4XLsiQsXrwY06ZNw+jRo7nU9rNnz2LEiBH4559/mGTJSfj06RMOHDiAiIgIHD16FNWrV1fou9WuXTvuZ0ktvTJ5+vQp14miKPn5+Xj+/DkTH87Oznj58qXS4h0pmDd1E/iu+Pz5M/n7+3P9QSX9jAcOHFhi/1Z5ad26NYWHhxNRYc9THR0datGiBVWrVo1mzZqlsP02bdrQsmXLiIhIW1ub7t+/T0REo0ePJjc3N4XtS9DS0uJsa2trc708MzIyqHLlyuXGh7IIDAykrKwsIiKKj4+X6kNanikoKKDjx4/TsmXLaNmyZXTixImyntI3o66uTlevXpUZT0xMJA0NjTKYkfx4eHjQwIED6fPnz1LHSGxsLFlbW8tlU19fnwwMDLiHmpoaicViUlNTk/rZwMCA2fsoKCigSZMmkbq6OonFYhKLxaSpqcnknCjp+1raQ0VFhebMmcPgXRC9efOGmjdvTqqqqmRhYUEWFhakqqpK7du3p9evXzPxURrR0dFUrVo1uf9+8+bN9OnTJ+7nLz1YUNr/5O3bt9S+fXsmPoiITE1NKTY2loiIdHR0KC0tjYiIwsPDqXPnzsz8VCQSExNp69attHXr1hLPlcrg999/J3Nzcya2bGxs6K+//qKsrCwyNDSkU6dOERFRUlISVa1alYmPT58+UXR0NA0bNoyMjY3JyMiIfH19ae/evZSdnc3ER0m8ffuWevbsyd1HKoqnpyfX7z07O5tsbGyoUqVKpKqqSrt372bigy8sLCxoy5YtMuObN28mCwsLJj6OHj1KPj4+pKurS1WqVKFhw4ZRfHw8E9sSateuTT///DN3Ppbw8uVLql27NhMf3bp1I0dHR7py5Qo3lpiYSI0aNaLu3bsz8aHseKcowk76FyivtclFUVNTw7p16zBt2jTcvHkTWVlZcHR0ZJ7OdPPmTU6FedeuXbC3t0dCQgKOHz+OESNGKLwyGhoais6dO+P27dvIy8tDWFgYbt++jXPnziE+Pp7FWwCg3PIAPn1s2rQJ2tra8PT0lBqPjIxEdna23Cqby5cvR3BwMLS0tNC+ffsS21CUR0QiETp27IiOHTuW9VTkhq8U7jNnzmDNmjW4f/8+IiMjYWJigq1bt6J27doyLY4U8XHu3DmpekKgMM3syZMnctksC2VskUiE33//HdOmTUNKSgo0NDRgY2PDJE0uNjYWRARnZ2fs2bNHqqWYmpoazM3NmX3uenp6OHfuHE6cOMG1wHRwcEDbtm2Z2Acg00qOiPD06VNER0crpApc9G/5aPETFxcnUx8OFO5QnTlzhpmfV69ewdLSEkBh/bkkC6B169b45ZdfmPmpCLx48QL9+/dHXFyc0tpsFhfSJSI8e/YML1++xJ9//qmwfUBa5dvMzEwpKt/K7hJSGrq6upg1axa6d+/OJIVbmaUBxUlLS0NsbCxevHgho2PDIivg6dOnMuKjANCyZUtm2iY9e/ZEt27dEB4eji5dupSo06MoDx48gKqqKtq0aYMDBw5wIo75+fl4+PAhEx8bN27E4MGD0aRJE+495OXlwc3NDevXr2fiQ9nxTlGEIL0UynNtckkUFUxRBrm5udyN58mTJ7kUSFtbWyYnkdatWyMpKQnz58+Hvb09jh8/jkaNGuH8+fPMLk4AP+UBfPiYN2+elBiOBCMjIwwbNkzum1ULCwssW7YMrq6uICKcP3++1BY2LG/gWcN3yw4+4COFe8+ePRg0aBC8vb1x9epVfP78GUBhGmZoaCgOHz7MxE9BQUGJNbWPHz+Wqb3+WsqyB+uzZ8/w6tUrtG3bFpUrVy61hcu3IEkjzMjIgJmZmdLLW0QiEVxdXeHq6qoU+8VbyYnFYhgaGmLRokX/qfwuD6zF1vgWkrK0tOQ+e1tbW+zatQtNmzbFwYMHld4isbwREBCA9+/fK7XNZvG6d8n318nJiZny+siRI9G0aVNO5VvSJsvS0hJz5sxh4qM4zZo1Q7NmzTB37lyuSwirwLA4b9++xdu3b5nZUlZpQFHWrVuHX375BdWqVUONGjWkzsMikYhJwGZtbY1du3bh119/lRr/66+/mG24PX/+XO5r69ciEolw9OhRTJgwAY0bN8a+fftkuuooiqGhIQ4fPozU1FTcuXMHQGEcUqdOHWY+lB3vFEVowVYKymxdxqeP4rsTEkQiEdTV1WFtbQ0PDw+pXRh5aNasGdq3b4+uXbvC1dUVFy5cQIMGDXDhwgX06dOHyXvhg5ycHIwaNQqbN29Gfn4+VFVVkZ+fDy8vL2zevJlJjREfPtTV1XHnzh0ZoacHDx6gbt26+Pjxo1x29+3bhxEjRuDFixcQiUQo7fTBWkSMNeW9zYyE4jW2Hz58QF5eHtcaRPKzlpYWk3pbR0dHBAYGwsfHR+qcde3aNXTu3FkqMFGEfv36QU9PD2vXroWOjg6uX78OQ0NDeHh4wMzMjGndrzKVsf/991/07dsXsbGxEIlESEtLg6WlJfz8/GBgYIBFixbJZbdoQPhfsOpvHR8fj4ULF0p1Dpg4cSIzNfzs7GwQESdE9+DBA+zbtw9169aV6c8uL8oUWxOLxdyxWNJ5USIkxWrBYcmSJVBRUcGYMWNw8uRJdO/eHUSE3NxcLF68uFQhsx+RitZmMycnBxkZGbCyslJam7+SuoSwovgiuSRrZuvWrWjXrl2JHYm+lTp16mDOnDno2rUrateujZ07d8LZ2RnJyclwcXFRuLuRBHNzc4wcORLBwcFM7JXEnj170K9fP3To0IHLYEhISMCpU6ewa9cu9OzZk4kfZWf2Fm1XN2XKFISFhWHt2rXo2LEjatasqdD5VyJ86O7uzjQgLwle4x2myfMViIpSm+zk5ES6urqkpaVFjRo1okaNGpG2tjbp6elRs2bNuDrNW7duKeQnNjaW9PX1SSwWk6+vLzc+ZcoU6tmzp1w23759K/Xzlx6sa6MfPnxI0dHR9Ndff1FqaipT23z4MDU1pf3798uM79u3j0xMTBS2//79exKJRJSamkpv3rwp8fE9873P72v5rxpb1vW2GhoalJGRQUTS56z09HSmegqZmZlkZ2dHdevWJVVVVWrevDlVrVqVfvrpJ3r+/LnC9rOysmjUqFFkaGhYYj03KwYNGkRubm706NEjqf/X0aNHyc7OTm67knp0kUj0xQer97J161ZSVVWlvn37UlhYGIWFhVHfvn2pUqVKtH37diY+OnbsSKtWrSIiotevX1P16tWpVq1apK6uTn/++ScTHyNHjqS6devS7t27SUNDgzZu3EghISFUq1Yt2rZtm0K2Hzx4QBkZGSQSiejy5cv04MED7vH3338z1YApzf+ePXsoOTlZqX7KI9ra2nTt2jWZ8atXr5KOjg4zP/fu3aOpU6dS//79ufPU4cOH6ebNm0zsf/jwgfz8/EhFRYVUVFS488no0aNp3rx5THw8evSIWrduTSKRiNPvEIlE1KpVK3r06BETHxJdC8nD0tKSmjVrRlOmTKF3794x8bFy5UpSVVUlfX19atCgAeXn5xMR0bJly8jJyYmJD6JCPQjJ56BMEhMTydvbm7uP9/b2ZqqrEBcXRxoaGtShQwdSU1Pj3tO8efOod+/eTHyIxWKp6/fWrVtJXV2dfH19Fb5WbdmyhXr16kXa2tpka2tLkyZNorNnz1JBQYGi05ZBGfFOaQhBeimYmJhQQkICEUnfjEZFRZGlpWW58bFkyRLq1auXVMD75s0b6tOnDy1dupQ+fPhAHh4e5OrqqrCvvLw8evXqldRYRkaG1EF59uxZGdGI0ih6QH+NSJKtrS3FxMQo/D4qApMmTSJzc3OKiYmhvLw8ysvLo1OnTpG5uTmNHz+eiY+4uLhyKxwnFovpxYsXRFS60JOALLVr1+ZE9Yqes7Zs2UJ169Zl6is3N5e2bdtGEydOpF9++YXWrVvHTLhImcFaUapXr05JSUlEJLuooaWlJbfdogHgfz1YYGtrS4sXL5YZX7RoEdna2jLxUbVqVS6YWbduHTk4OFB+fj7t2rWLmY+KJLa2ZcuWEq+lnz9/LlFk6kfG3d2d2rZtS0+ePOHGHj9+TO3ataMePXow8cFHkDNmzBhq3LgxnTlzhrS0tDgf+/bto4YNGzLx4ebmRs2aNaM7d+5wY3fu3KEWLVowFenlg8uXL1NUVBS9f/+eGzt06BCdPXuWmQ8/Pz9ucbE807x5c1q0aBERSV+rLl68yGRjh6jwPr74Ivu5c+eoevXqzBaU+RI+/Jp4hwVCunspTJgwARcvXkRkZCTq1KmDq1ev4vnz5/Dx8YGPjw+Tlh58+DAxMcGJEydgZ2cnNX7r1i24urriyZMnuHr1KlxdXZml/3wJXV1dJCUlcYI3XyI+Ph6tWrWCqqrqf4rDff78Gfv27UNMTAxXhyIPfJQH8OEjJycHgwYNQmRkJJcOV1BQAB8fH6xevVpGkOtreffuHZcK/O7duy++Vln9SVmgp6eHCxcuoG7duhCLxXj+/DkT8aDvBWWlcM+bNw/btm3Dxo0b0bFjRxw+fBgPHz5EYGAgpk2bhoCAAIV95ObmwtbWFocOHeLqR1ljZmaG8PBwODk5QVdXF1evXoW1tTW2bt2KHTt2MKut19HRwdWrV2FjYyNVHpCYmAg3N7cSU66/RypXroxbt27B2tpaavzevXuoX78+14pRETQ1NXHnzh2YmZmhb9++qFevHmbMmIFHjx7hp59+QnZ2tsI+tLW1cfv2bZiZmaFWrVqIiopC06ZNkZGRAXt7e2RlZSnsA1C+kBQAqKiolCjc+e+//8LIyOi7Ljfim0ePHsHd3R23bt2SabN54MABrpWSIvBRvmhubo6//voLzZs3l/Jx7949NGrU6D+vyV+DhoYGzp07B0dHR6nxK1euoE2bNkyOw6JI/i8sPoOyYN68eVi8eDG6du0Ke3t7GcE1Vpo2+fn52Lt3r1QJgoeHB7NyB21tbdy4cQO1a9eW+m49ePAAtra2TM7xpfH8+XPcuXNHql0bKyTChwcOHEB6errShA+VhSAcVwqhoaEYNWoUTE1NkZ+fDzs7O65umFUPaD58vH37Fi9evJAJ0l++fMmd0PX19UtUo1UG37ImVPSA/ZqDt2HDhrh06ZJc85Jw7do1XL16Ffn5+Vyv6dTUVKioqMDW1hZ//vknxo8fj7Nnz8r8T78nH2pqavjrr78QEhLCqTHb29vD3NxcLnsSDAwMuBtDfX39EsWq6P+LYn3PN4kdOnRA+/btuSCwZ8+epS5cxMTE8Dk1uVFWve3169dRv359iMViTJkyBQUFBXBxcUF2djYnhDZhwgQmAToAVKpUSak3BAB/ytht2rRBeHg4QkJCAIATilywYAHat2/PxEd4ePgXn2chRmlqaopTp07JBOknT57kgh5Fsba2xr59+9CzZ08cO3aM6/374sULZgt+fIit8SEkBaBU8cHHjx9DT0+PiY+KgqmpKa5evYqTJ09yi/h169ZFhw4dmPm4ceNGibXURkZGzDZAXr58WWI3lQ8fPjATjuSjS0hBQQHmzJmDRYsWcQtjOjo6GD9+PKZOncoJ4n0rQUFBCAkJgZaWVqmbIRIWL14sl4/irF27Ftra2oiPj5fZTBKJREyC9Fu3bsHd3R3Pnj3j7hl///13GBoa4uDBg6hfv77CPvjoOlQa1atXR/Xq1ZVim5XwYaNGjXDq1CkYGBjIdHIoztWrVxWZshRCkF4KfLQu48OHh4cH/Pz8sGjRIk405fLly5gwYQKnRnrp0iWlCy2w4L9WEo2MjJCYmKiQD8kO9qZNm7gbw7dv38Lf3x+tW7fG0KFD4eXlhcDAQBw7duy781FcPEPyYEVMTAy3wx8TE6N0RWllsW3bNmzevBnp6emIj49HvXr1oKmpWdbTUohJkyYhNjYWq1atwqBBg7By5Uo8efIEa9aswfz58+W26+joyC3MWFpa4vLly5g4cSLu3buHrKws2NnZQVtbm+E7AUaNGoXff/8d69evV4owEl/K2AsWLICLiwsSExORk5ODSZMm4datW3j16hUSEhKY+CguEJabm4vs7GyoqalBU1OTSZA+fvx4jBkzBklJSVwroISEBGzevBlhYWEK2wcKd5gl5z0XFxe0aNECAHD8+HGZXT158fX1RXJyMtq1a4fJkyeje/fuWLFiBSe2xoI5c+Zg7ty5ShOSktwgikQiuLi4SB0f+fn5yMjIQKdOnZTiuzyj7DabfAQ5TZo0QXR0NLcgKrn+rl+/njteFIWPLiFTp07Fhg0bMH/+fG5H8+zZs5g5cyY+ffqEuXPnymX32rVr3AJD8W4RRWF535KRkcHMVmn4+/ujXr16SExM5LrpvH79Gj///DOGDRuGc+fOKeyDj65DALB7927s2rULmZmZMpuDLIPbkoQPraysuMXfb8XDw4NTdC/eyUGpME2eF/jueP/+Pfn7+5OamhpXv62mpkZDhw6lrKwsIiK6du1aiaIqyqBorcu3cPPmTbK0tCRNTU1ydHQkR0dH0tLSIgsLC7px4waz+dWsWbNEEb2bN29SzZo1iYjoypUrVLVq1e/SB5/iGRUFJyenClGTrqx62ypVqtCFCxeIqLCmTFLLr0x69OhBOjo6ZGxsTK6urtSzZ0+ph6IsXryYwsLCiIjoxIkTpK6uTpUrVyaxWExLly5V2H5R3rx5Q3PmzCFPT0/q3LkzTZ06lf7++2+mPoqTmppKLi4udPToUWY2o6KiqFWrVlSlShWqUqUKtWrVivbt28fMPhHR06dP6erVq5zIE1FhTWRKSgpTPxKUIbambCGpmTNn0syZM0ksFtOECRO432fOnEmhoaEUERFBnz9/Vpr/8srJkydpypQpNGTIEPL19ZV6sGD8+PHUunVrevr0KXf+PXv2LFlaWtLMmTOZ+Dhz5gxpa2vTiBEjSF1dncaOHUsdO3YkLS0tSkxMlNuuREBY8pDcL6qpqUn9bGBgwOR9GBsblypsK7kHKm98/vyZ7ty5oxSdHnV19RLFB2/cuEHq6upMfHz+/Jn8/f1JVVWVRCIRVapUicRiMQ0cOJCZ6GVYWBhpa2vT6NGjSU1NjYYPH04dOnQgPT09+vXXX5n44EP4kE+EmvRSqCi1yRKysrK4VlKWlpbMd76+lqK1Lt9CixYtYGhoiC1btsisJL58+ZLJSiJQWJdz6NAhODk5SY3HxcWhe/fueP/+Pe7fv4+GDRvKXf/Fh4/Pnz/j1KlT2L9/Pw4ePIj8/Hx07doV7u7ucHNzg4aGhlx2i7Jp0yZoa2vD09NTajwyMhLZ2dll2pf6a2jbti08PDzQvXv3cpFJ8l8oq9522LBhCA8Ph7GxMTIzM1GrVq1S2wSyalfn6+v7xedZtmADgIcPH+LKlSuwtrZm1rIMADIzM2Fqalrizk1mZibMzMyY+SpOYmIiBg4cqJBGhwR/f38MHDhQ5pxVUbG3t8fhw4flSuUfMmQI/ve//2HEiBFKmNn/oaKigujoaGHX/CuYNWsWZs+ejSZNmsDY2FjmeNy7d6/CPvhorQoUnmPnzZuH5ORkZGVloVGjRggODoa9vb3cNrds2fLVr2VxXVdXV8f169dlrrt3795Fw4YN5W4RWxZkZ2cjICCA+x+mpqbC0tISAQEBMDExweTJkxX20aBBAyxZsgTOzs5S4zExMRg7dixu3LihsA8JmZmZSsvstbW1xYwZMzBgwACpWGD69Ol49eoVVqxYobCPTp064c2bN9iyZQtXGnD37l34+vpCV1cXR48eVdgHr5T1KsH3Ch+ty/hqj/Y9Ie8uAx8riUREXl5eVLt2bYqKiqJHjx7Ro0ePOLX9gQMHEhHRjh07qHHjxt+1j+JcuHCBfv31V6pfvz5paGhQ165dFVY4tbGxKVFNPy4ujurUqaOQbT6oaFkH9vb2FBcXR0RELi4unIp/WFiYwuqsR44coeXLl5NIJKKQkBBaunRpiY/yAl/K2MVbzkj4559/mLZ6K4lr164xay/l7u5OlStXplq1atHEiRM5xfqKirwZX0REoaGhVK1aNRo8eDAtXLiQa1knebDiR/tMFKFGjRoUHh7Oiy9ltVbNyckhX19frm1veaZp06YUEBAgMz569Ghq1qyZ3HaLZ1x96cEKPhT3o6OjqV69ehQZGcndM0ZGRpK9vT1FR0dLtSP+ntHQ0OA6jhgaGnLnrNTUVKpSpQoTH+rq6iW2pktMTCQNDQ257RbPNvnSgyXCTnopLF26FGfOnPnPuuGPHz/KXZvMhw+gcEeltBqQqKgoue3Kg7w76XytJGZlZSEwMBDh4eHIy8sDAKiqqmLw4MFYsmQJtLS0kJSUBKBQqO579fElJOIZpqam6NOnj9x21NXVcefOHVhYWEiNP3jwAHXr1i03q+F8ZB3wwZIlS6CiooIxY8bg5MmT6N69O4iIq7ctXrssD76+vli2bBl0dHQYzPjL5OXlIS4uDunp6fDy8oKOjg7+/vtv6OrqKpwJxJcydmmdAx4+fAg7Ozt8+PBBYR8HDhyQ+p2I8PTpU6xYsQKmpqY4cuSIwj6AwsylyMhIRERE4MyZM7C1tYW3tze8vLxkzgHlHXmvUwBkapKLIhKJmGWbAD/WZ6IIVatWxaVLl2BlZcXcdnEdGGWip6eHpKSkL37HWKKsLiHx8fHo2rUrzMzMuFr68+fP49GjRzh8+DDatGkjl92iGVhEhL1790JPT4+rrb9y5QrevHmDXr16McvG4kNxv6iQniQLRBK6Ff39WwV7/0tcrygsNDssLS2xZ88eODo6okmTJhg6dCiGDx+O48ePo3///pyAqyLUqVMH27ZtQ9OmTaXGL126BC8vL9y7d08uu0WzTf7991/MmTMHbm5uUt/fY8eOYdq0aXLXvZeEEKSXAh+ty/jwsXPnTvj4+MDNzQ3Hjx+Hq6srUlNT8fz5c/Ts2ZPZicrZ2RlRUVEyokvv3r1Djx495FLILnpyO3v2LCZNmoSZM2eiefPmAIALFy5g9uzZmD9/Prp06aLQ/IvDR3kAHz5KEs9ghZmZGVasWAF3d3ep8f3792PUqFFMWs6UBeW9ZYcEZaVw88HDhw/RqVMnZGZm4vPnz1wK4dixY/H582esXr1aIfulBc/Jyclo3769wjcLkpufsLAwDB06VEqUMD8/HxcvXoSKigoT8bjiSsgikQiGhoZwdnbGokWLYGxsrLCP4jx+/Bg7duzAxo0bkZaWxi02VhQUCdLLior+mShCcHAwtLW1MW3aNOa2w8PDsX//fhw/fhy1atWCu7s73N3d0bJlS+bCqoMHD0bDhg2ZBgHFUVaXkOI8efIEf/75p5Ta/siRI5kpyAcHB+PVq1dYvXo1V2qQn5+PkSNHQldXF3/88QcTP5qamrh58yYsLS2lzhvJyclo27Yt3r59q7CP/2pBXJRvaWP2tR1GRCIRky43/v7+MDU1xYwZM7By5UpMnDgRrVq1QmJiInr16oUNGzYo7GP//v0IDQ2VET4MCAhAcHAwE9G33r17o3379hg9erTU+IoVK3Dy5Ens27dPYR8cTPflKxBaWlqcCFNRYmNjSVtbm4iI0tPTFUon5MOHvb09rVixgoj+L4WvoKCAhg4dStOnT5fbbnFEIlGJaZ3Pnz8nVVVVuW1KxO7EYjGJRCKpsaK/C0jDh3jGpEmTyNzcnGJiYigvL4/y8vLo1KlTZG5uzqVal3fu3btHixcvpsjIyLKeyn/CVwo3H3h4eNDAgQPp8+fPUqnHsbGxZG1tLbfdhg0bkqOjI4nFYrK3t+dEKB0dHcnBwYF0dHTI09NT4fk7OTmRk5MTiUQiatmyJfe7k5MTubq60rBhw5imwvJJTk4O7d27l3r37k3q6urlVujpSyiS7l4W/AifiSKMGTOG9PX1qW3btjR69GgKDAyUerDg06dPFB0dTcOGDSNjY2MyMjIiX19f2rt3L2VnZzPxERISQvr6+tS7d28KDQ1VSinFyJEjqW7durR7927S0NCgjRs3UkhICNWqVYu2bdvGxAcfVKtWje7cuSMzfufOHWap1UREbdq0oWXLlhFR4XlDUo4wevRocnNzY+bna/jll1/o5cuXvPr8FvLz86WE9Xbs2EEBAQG0bNkyhcQu+RY+1NLS4oR5i5KWlkZaWlpMfEgQdtJLwdvbG+fPny+xdVnLli2xdetW7Ny5EwsXLpS77RcfPrS0tHDr1i1YWFigatWqiIuLg729PVJSUuDs7CxXv8CiXL9+HUBhWnbR9lxA4arl0aNHsWbNGjx48OCbbStr9fC/4KM8QNk++BDPyMnJwaBBgxAZGcm1ASooKICPjw9Wr15dat/x7xVlZh3wAV8p3HxQtWpVnDt3Dj/99JPU7sSDBw9gZ2eH7OxsuezOmjULADB79mwEBQVJZa+oqanBwsICvXv3Zvbd9fX1RVhYGLM+32VJbGwsIiIisGfPHhQUFKBXr17w9vaGs7NzuW3FWBqK7KT7+fl98fmNGzfKOy0ZfqTPRBG+tGPIapewOMrIyOKjlMLMzAzh4eFwcnKCrq4url69Cmtra2zduhU7duzA4cOHFfbBh+isgYEBNm/eDA8PD6nx/fv34+eff8br168V9gEUZnl27twZAwcOxObNmzF8+HDcvn0b586dQ3x8PK/3Ebq6ukhKSlIoA+jevXtIT09H27ZtoaGhwaXR88nIkSMxe/ZsVKtW7atez7fwobm5OcaMGYPx48dLjS9atAjLli3Dw4cPFfbBwTTkr0Dw0bqMDx8mJiZ0/fp1IircVY+IiCAionPnzpGurq7cdiWUtLNd9KGpqUkbNmxQ2A8R0evXr2nhwoU0ZMgQGjJkCC1atIjevHnDxLaEHTt2UKVKlahbt26kpqZG3bp1ozp16pCenh79/PPP5caHssQzSuLu3bu0a9cuOnjwICcKUp6oKC07SmuPlpSUxFzMRNno6+tzgplFdzXPnDlDRkZGCtsXi8V05MgRhe18DxQUFNCuXbvol19+od69eytFIKlmzZqkrq5OPXr0oMjIyBIzNioSiuyk9+jRQ+rRtWtXMjc3Jz09PaaCVT/aZ1KeKU8ZWVpaWvTw4UMiKrx/vHjxIhER3b9/n9kuIR+is4GBgVS1alVatGgRnTlzhs6cOUMLFy6katWqMcuekHDv3j3y9/en//3vf1S3bl3y9vbm7rv5RJHz1j///EPOzs7cPb3Ejq+vLwUFBbGc5n+i7DaWirJp0yZSUVGhbt26UUhICIWEhFC3bt1IVVWVNm3axNSXKrtwv2Khra2NdevWYcmSJaXWDSsq6sWHj7Zt2+LEiROwt7eHp6cnxo4di5iYGJw4cQIuLi4K2QaAjIwMEBEsLS1x6dIlqRpPNTU1GBkZMWk9kpiYiE6dOkFdXZ0ThFiyZAlCQ0Nx/PhxNGrUSGEfABAaGoolS5Zg1KhR0NHRQVhYGGrXro3hw4czq+3kw4epqSlyc3NlxvPz8xWu+SoulCN5lFf8/f2Rm5uLlJQUmawDf3//775lh6OjI0QiEUQiEVxcXLisBqDw887IyCh3bZpcXV2xdOlSrF27FkDhLlFWVhZmzJjBRH+iW7du6NGjBwwNDTFgwAB4e3ujQYMGCtsFgF69en31a1lkzYwbNw5r1qxB+/btUb16daXsesycOROenp4ymiMVlTVr1qB69epy/W1J7bwKCgrwyy+/MBUu+9E+k/JCSRlZVlZWCtWRS665Hh4eTFtilYSlpSUyMjJgZmYGW1tb7Nq1C02bNsXBgweZfdcyMzNLzAowNzdHZmYmEx8LFy5EjRo1sGjRIi5j1NjYGBMnTpTZAVUUKysrrFu3jqlNvgkMDESlSpWQmZmJunXrcuP9+vVDUFAQFi1axNtciFGCt7KED3/++WfUrVsXy5Yt467hdevWxdmzZ9GsWTOF7RdFSHev4Lx69QqfPn1CzZo1UVBQgAULFuDcuXOwsbHBb7/9xvUc/95p06YNrK2tsW7dOi4IycvLg7+/P+7fv4/Tp08z8aPs8gC+fChTPINPoRw+0NDQwLlz5+Do6Cg1fuXKFbRp00bu1Gq+4DuFmw8eP34MNzc3EBHS0tLQpEkTpKWloVq1ajh9+rRMSr88KEsZ+796vBeFhXBnlSpVsG3bNubimRWRMWPGwNraGmPGjJEaX7FiBe7du4elS5cqzffdu3fh5OTE5Pwu8N/06tULmzdvhq6u7n8unLFYLHv8+DEGDBiAhIQELph98+YNWrZsiZ07d6JWrVpy2+bzmstHlxC+RWclIsQlBWgJCQlo0qQJKleu/E32JLb+S72dz1InRcp0atSogWPHjqFBgwZSdu7fvw8HBwdkZWUpYcYlo8j74Ev48GuYP38+RowYodDilrCT/gUqQm1y0RpxsViMyZMnK2yzNLZu3YrVq1cjIyMD58+fh7m5OZYsWQJLS0uZuqBvJTExUSpABwrblk2aNIkLQllgYGCA9+/fAyhU37958ybs7e3x5s0bZsGasnwYGBhIXbA/fPiAZs2aSS1qqKqqws/PT6Eg3cfHBz4+PlKtyzw9Pctt6zJlZh3wwYwZMwAUBukuLi7lbte8JGrVqoXk5GTs3LkT169fR1ZWFoYMGQJvb29m3ysDAwMMGzYMw4YNk1LGnj59ukLK2Kw6Znwtenp65UqFvCzZs2ePTMs6AGjZsiXmz5+v1CA9PT1dUFznET09Pe56qKurq/QFZGVmZPF5zS2649+hQwfcuXOHeZeQAQMGYMyYMdDR0UHbtm0BFGoQjR07Fv3792fioyhfCpQ7d+78zXXcBgYGnP6Lvr5+id8tkqMlWlny4cMHqS4kEl69evVNCxhlzaRJkxAbG4tVq1Zh0KBBWLlyJZ48eYI1a9Zg/vz5vM4lNDQUffv2FYJ0ZfBfrcvKiw8JL168wIsXL1BQUCA1zuqku2rVKkyfPh3jxo3D3LlzuROTgYEBli5dqnCQrquri8zMTNja2kqNP3r0iGnPZmWXByjThzJvMEuicuXK6NKlC7p06YI1a9ZwQjnTpk2Dl5dXuWld9scffyAgIEAm62Ds2LFYuHBhGc/u61FmCndZoKqqioEDByrdT25uLhITE3Hx4kU8ePBA7jTnsmLmzJmYNWsWNm7cWG4WxsqKf//9F3p6ejLjurq6crc5LU7x3sP0//vWR0dHMxEtEvg6ii6Wbd68Wen+4uPjObFLCT/99BOWL18ud9/v4vBxzQ0PD0e/fv24wMzc3Bzm5ubIyclBeHg4fHx8FH4fISEhePDggVR5lkR0NjQ0VGH734I8ycRFRZJjY2NZT6lMaNOmDcLDwxESEgKgsMRMkn37ta3avgcOHjzICR/6+vpyWbjm5ubYvn07vL29eZsLi0R1Id29FBwcHDB8+HCubjg5OVmqbliSYvq9+7hy5QoGDx6MlJQUmS8My1U+Ozs7hIaGokePHlKpKjdv3oSTk5PCN0BjxozB3r17sXDhQrRs2RJAYZrSxIkT0bt3b2YBKh/lARWlBOFLpKen48CBAzA1NUWfPn3KejoylJR1IMk0AP4v60BLS0vhntl8oqwUbj4oaYezNIqnScoDX8rYu3fvLjVb6urVqwrb//jxI3r27ImEhARYWFigUqVKzH1UFOrXr48RI0bI9Lddvnw5Vq1ahdu3byvso/gNrVgs5vrW+/n5SWWDCfCDs7MzoqKiZHa03r17hx49ejBRd69Tpw62bdvGaeZIuHTpEry8vHDv3j2FfXwJVtdcPruEpKWlISkpCRoaGrC3t4e5uTkz21+LIqnVeXl5CA0NhZ+fn0LlDKz45ZdfEBIS8tWq6EW5efMmXFxc0KhRI8TExMDd3R23bt3Cq1evkJCQwFRP479Q5DPR1tbG7du3YWZmhlq1aiEqKgpNmzZFRkYG7O3ty03avgQhSC+FilKb3KBBA1hZWSE4OLhEUSFWJ0UNDQ3cuXMH5ubmUl/MtLQ0ODg44OPHjwrZz8nJwcSJE7F69WouZbBSpUr45ZdfMH/+/HKVjsM3yhLPkFAeW5fx3bKjLCiawp2Wlvbdp9qKxWKp30UiUYkLi4DidWUmJiZ49eoVOnXqBG9vb3Tv3l0p55Bly5Zh6tSp+Pnnn7F27Vr4+voiPT0dly9fxqhRozB37lyFffTt2xexsbHo06dPied4STmEQGH7s9GjR2PixIlwdnYGAJw6dQqLFi3C0qVLMXTo0DKeoYAyEIvFePbsmUzg+eLFC5iYmJRY7vStKFMHpjjKvOaKxWI8f/5cSgQYAJKTk9G+fXteF61ZtBT7LxQNpHR0dHDjxg2lLoLPnDkT06dPl7lGvn37FiNGjMCOHTuY+Hn79i1WrFiB5ORkZGVloVGjRhg1ahQzQeOvRZHFBgcHByxfvhzt2rVDhw4d0LBhQyxcuBDLli3DggULmOsdfAkWQbqwpFsK5bk2uSj379/Hnj17YG1tzcReadSuXRtJSUkyQf/Ro0ellCLlRU1NDWFhYZg3bx7S09MBFCpqllRDwwJllwco2wcf4hnKFMpRNuU18P5aymMKd9Hj4OTJkwgODkZoaChatGgBADh//jx+++03JumQfClj//nnn1i7di0GDBiAzZs3Y9KkSbC0tMT06dOZ3exGR0fj2LFjaN26NRN7FRk/Pz98/vwZc+fO5dI6LSwssGrVKiZpvEV5+fIl7t69C6Aw7bl40COgfK5fv879fPv2bTx79oz7PT8/H0ePHoWJiYnc9vnSgZGgzGvu99glpDzsITo7OyM+Pl6pQfqGDRtw/PhxbNu2jQv44uLi4OPjgxo1ajDzo6enh6lTp37xNd/aw7zoMfhfSO59V61a9dV/UxxfX18kJyejXbt2mDx5Mrp3744VK1ZwwoflDSFIL4XyXJtcFBcXFyQnJys9SA8KCsKoUaPw6dMnEBEuXbqEHTt2YN68eVi/fj0zP5qamrC3t2dmrzh8lAfw4YMP8Yzy3rqsJJSddaBsSkrhPnToELdrWF4YN24cVq9eLRV4urm5QVNTE8OGDeN2keSFrx3TzMxMrjxHQ0ODW5QdNGgQmjdvjhUrVijsw9TUtFx9R8uaX375Bb/88gtevnwJDQ0NqW4ILPjw4QMCAgIQHh7OLTypqKjAx8cHy5cvV9rCsoAsDRs25ALPks6BGhoaWL58udz2+daBUeY1V7KIkJycDDc3t1K7hFQ0FC1t6ty5MyZPnowbN26gcePG0NLSknqeRWnW9evXMXz4cDRs2BCLFi1CamoqwsLCMHHiRCZlsd/Ctm3bMGHChK8O0iXHYGkLLpLnWN378iF8yCtMu65XIP7991968uQJERHl5+fTvHnzqHv37hQUFESvXr0qNz5evnxJXbp0oZkzZ9Lu3btp//79Ug+WbNu2jaytrUkkEpFIJCITExNav349Ux/KxsHBgXr27EkXLlygjIwMevDggdSjvPgwNTWl2NhYIiLS0dGhtLQ0IiIKDw+nzp07M/Ghrq5OV69elRlPTEwkDQ0NJj74ICsri0aNGkWGhoYkFotlHuWFmjVrkrq6OvXo0YMiIyPp06dPZT0luVFXV6cbN27IjCcnJ5O6unoZzEg+ateuzR0jjRs3ptWrVxMR0bFjx8jAwICJj0OHDpGbmxtlZGQwsVeRCQkJofv37yvVx7Bhw8jS0pIOHz5Mb9++pbdv31J0dDRZWVnRiBEjlOpbQJoHDx5QRkYGiUQiunz5stR19u+//6a8vLyynuI3wcc1VywW05EjR5jYUhRtbW1KT0//rn1I7ndLerC+f5gyZQqJRCKqVKkSnTx5kqntr+Vb/1/F72+/9GDBli1bSrz3+fz5M23ZsoWJj6+lc+fO9PfffytkQwjSKzgHDhwgPT09Xk4gEj58+EDPnz9Xim1lo62tzQW05dmHlpYWPXz4kIiITExM6OLFi0REdP/+fdLS0mLiw8bGhrNblIsXL5KVlRUTH3wwcuRIqlu3Lu3evZs0NDRo48aNFBISQrVq1aJt27aV9fS+mrVr19Lr16/LehpMaNOmDXXs2JGePXvGjT179oxcXV2pbdu2ZTizb2PIkCE0c+ZMIiJasWIFaWhoUIcOHUhfX5/8/PyY+NDX1yc1NTUSi8Wkra1NBgYGUg+B/8PBwYHEYjG1aNGCVq5cSS9fvmTuo2rVqtwCaVFiYmKoWrVqzP0JfH98/PiRW6CRPFjAxzXX3d2dKleuTLVq1aKJEydSUlISE7vyoEgA3b59+xKvh2/fvqX27dsrODP+WbZsGWlqapKXlxf99NNPZGdnVyafDR8LJ4ogFotLjD/++ecfpjHPvXv3aOrUqdS/f3/O3+HDh+nmzZvMfBAJQfp/8vz5c7px4wYlJydLPcqLD3Nzcxo1apTUza5A6Xh4eNDu3bvLvQ97e3uKi4sjIiIXFxcaP348ERGFhYWRiYkJEx/79u2jpk2b0uXLl7mxy5cvU/PmzWnv3r1MfPABH1kHAt9GWloa1a9fn9TU1MjKyoqsrKxITU2N6tWrp/QFLpbk5+dTbm4u9/uOHTsoICCAli1bRp8/f2biY/PmzV98CEhz8+ZNmjJlCtWuXZsqVapEXbp0oe3bt9OHDx+Y2NfQ0KDbt2+X6FdTU5OJD4FvJzw8nFq2bEnGxsbcrt3ixYtp3759TOzzkZHF1zX31atXtGbNGmrXrh2JxWKys7OjuXPn8p6to6OjI3dAKBKJSgzWnj9/TqqqqopOjVfc3NyoatWqFBkZSURE2dnZNGLECFJXV6fff/+d17koGqSXdBwuWbKE2XEoEonoxYsXMuNJSUnMFq3j4uK4BXc1NTXu/zFv3jzq3bs3Ex8ShCC9FBITE6levXokFouVtgPNhw9tbW26d+8eE1tf4tmzZzRw4EAyNjYmFRWVcpsyzEd5AB8+Fi9eTGFhYUREdOLECVJXV6fKlSuTWCympUuXym1XX19fapdOsoOnpqYm9XN52sHjI+tA4NspKCigY8eOUVhYGIWFhdHx48epoKCgrKdVbpk3b16FybRgxdmzZ2nkyJFkaGhIOjo6TGw6OzuTp6cnffz4kRvLzs4mT09PcnFxYeJD4Nv4888/qVq1ajRnzhzS0NDgbqo3bdpETk5OTHwoKyOrrK+5jx49ogULFpCtrS2pqKgoxUdpyBMQSja5RCIRxcbGSm18Xb16lUJDQ8nc3JzpPOPi4qhbt27cgnL37t3p9OnTzOx36NCBK40tyqFDh6hGjRrM/HwNigTpyjwOGzZsSI6OjiQWi8ne3p4cHR25h4ODA+no6JCnp6dCPiQ0b96cFi1aRETS/4+LFy8y2wSTIAjHlYKfnx/q1KmDDRs2lNjWprz46NWrF2JjY5Xe4/Dnn39GZmYmpk2bBmNjY6W8Fz44f/48EhIScOTIEZnnWAlb8OFDWeIZfAvl8IGlpSUyMjJgZmYGW1tb7Nq1C02bNsXBgweVrv4tUDoikQiurq5wdXUt66nIzaZNm6CtrQ1PT0+p8cjISGRnZ/PaZSA0NBR9+/YVvtNF0NLSgoaGBtTU1DhRP0VZunQpOnXqhFq1aqFBgwYACsW4KleujOPHjzPxIfBtLF++HOvWrUOPHj2khFObNGmCCRMmMPFx8OBBhIeHw8nJCb6+vmjTpg2sra1hbm6O7du3w9vbWy67ZXnNVUaXkNzcXNja2uLQoUP/2fnnyJEj36y+r2yxwOJs27YNvr6+6NWrF8aMGQMASEhIgIuLCzZv3gwvLy+FfZw4caLE8a5du+LGjRvc7zt27IC7u7uMeN33gjKPQz6FD2/cuIGIiAiZcSMjI/zzzz9MfHAwDfkrEBWlNnnOnDlUrVo1Gjx4MC1cuJDblZI8WKGtrU3Xrl1jZq+s4KM8gA8f35N4xveOsrIOBBTj5MmTNGXKFBoyZAj5+vpKPcoLNjY2FBMTIzMeFxdHderU4XUu33stIV/cv3+f5syZQ3Z2dqSiokLOzs60fv16evPmDTMfHz58oLVr11JQUBAFBQXRunXrKDs7m5l9gW9DXV2dS60tehykpqYyE6KsSBlZMTEx5O/vTwYGBqSnp0e+vr508uRJZplMNWvWLLEkhAV8iwXa2trS4sWLZcYXLVpEtra2TH39F4qUB3wtI0aMkFvLg4/jkA/hQxMTE0pISCAi6fcRFRVFlpaWTH0JO+mlwEfrMj58rF+/Htra2oiPj0d8fLzUcyKRiFv5UxRTU9Ny0dPyv/j3338RGBio1L7SfPjw9fVFp06dYGRkJDX+/v17+Pr6Mu8JXJ5bl1W4lh0VgFmzZmH27Nlo0qRJuc7MyczMRO3atWXGzc3NkZmZWQYz+rFp3rw5Ll++DAcHB/j6+mLAgAEK9ckuiXnz5qF69eoybf42btyIly9fIjg4mKk/gf+mdu3aSEpKgrm5udT40aNH/3M392vhOyNLWddcExMTvHr1Cp06dcLatWvRvXt3VK5cWWG7RRk1ahR+//13rF+/XqofOwskn7Gk/aGyuX//Prp37y4z7u7ujl9//ZWXOUj41ntwvnuY83EcduvWDT169IChoSEGDBgAb29vLqOJFf3790dwcDAiIyMhEolQUFCAhIQETJgwgfm9tbCTXgoVpTaZL44dO0aurq7lvg2Qj48PrVu3rtz74EM8o6K0LhOyDr4/atSoQeHh4WU9DYUxNTUt8Vy+b98+5rVr/4Wwk07066+/0q1bt5Tqw9zcnNtlKcqFCxfIwsJCqb4FSmbdunVkYmJCO3fuJC0tLdqxYwfNmTOH+5kFfGRk8XHN5aNLSI8ePUhHR4eMjY3J1dWVevbsKfVgQWhoKG3YsEFmfMOGDTR//nwmPoiIrKysuNaaRVm1ahVZW1sz8/M1fOs5XqJ/9aUWciw1svg4DomUL3z4+fNn8vf3J1VVVa4lnlgspoEDBzLP1BARVYDtTyVw8OBBDBo0CO/evZN5jlXdsLJ8BAUFISQkBFpaWggKCir1dSKRCIsWLZLLR3EMDAyQnZ2NvLw8aGpqolKlSlLPv3r1iokfZTN37lwsXboUXbt2hb29vcz7YJF5oEwfjo6OEIlESE5ORr169aRWqfPz85GRkYFOnTph165dcvuQMGrUKMTGxiIkJASDBg3CypUr8eTJE6xZswbz58+XuwaPb1RUVPD06VOZrIN///0XRkZGTI51gW+jatWquHTpktK1NJRNcHAw/vrrL2zatAlt27YFAMTHx8PPzw99+vTBwoULeZuLjo4OkpOTYWlpyZvPHxF1dXWkpKTIZFDcv38fdnZ2+PTpUxnN7Mdm+/btmDlzJtLT0wEANWvWxKxZszBkyBCl+Hv48CHzjKyKcs319fX94vObNm1S2IeFhQUiIiLQsmVLqfGLFy+if//+yMjIUNgHULizPG7cOPj5+XG+EhISsHnzZoSFhWH48OFM/HwN33qOf/jw4VfbLr77LS98H4ePHz/Gjh07sHHjRqSlpSEvL4+Z7czMTNy8eRNZWVlwdHSEjY0NM9sShCC9FCwsLNCtWzdMmzZNaWnJyvLRvn177N27F/r6+mjfvn2prxOJRIiJiWHic8uWLV98nk+BJEUoKTVVgkgkwv37979rH7NmzQIAzJ49G0FBQaWKZ6ipqcntQ4KZmRknlKOrq4urV6/C2toaW7duxY4dO3D48GGFffCBWCzG8+fPYWhoKDWenJyM9u3bl5sFpopEcHAwtLW1MW3atLKeikLk5ORg0KBBiIyM5BbMCgoK4OPjg9WrVzM5Dr8WIUhHqYvWIpEI6urqsLa2hoeHB6pUqSK3DxsbG8yYMQMDBw6UGt+6dStmzJjB5Boi8PXk5eUhIiICbm5uqF69OrKzs5GVlSWzKKso4eHh6Nevn0xqeE5ODnbu3MkkDbaiXHP5gM/Fsr1792LRokVISUkBANStWxcTJ06Eh4cHMx9fQ3k6xyvrOCxKbm4uoqOjsW3bNkRHR6NKlSp48uSJ0vwpAyFILwUdHR0kJSUpdSeHDx8CPyYqKiqIjo5Gp06dlOZDW1sbt2/fhpmZGWrVqoWoqCg0bdoUGRkZsLe3R1ZWltJ8s4DPrAOBb2Ps2LEIDw+Hg4MDHBwcZLJNFi9eXEYzk4/U1FQkJydDQ0MD9vb2zHYlvoUuXbpgw4YNMDY25t3390L79u1x9epV5Ofn46effgJQ+NmoqKjA1tYWd+/ehUgkwtmzZ2FnZyeXjwULFmDBggX4448/OHXpU6dOYdKkSRg/fjymTJnC7P0IfB2amppISUlR6nHHR0ZWeb/mSpgzZw68vb2/uGGhKN/bYhkfyuuKBulbt27F6tWrkZGRgfPnz8Pc3BxLly5F7dq1mS44vHjxAnfv3gUA2NraymyQKEpsbCwiIiKwZ88eFBQUoFevXvD29oazs7Pc+jZfykouDsv7E0E4rhT4aF3GV3s0vkhPT8emTZuQnp6OsLAwGBkZ4ciRIzAzM0O9evXKenqlwkd5AN8lCHyIZ5T31mV8tuwQ+DauX7+Ohg0bAgBu3rwp9Vx5EJFr06YNPDw84O7ujjp16nAPlly5cgWNGzf+6tcLu2zgdsk3bdrEiWy9ffsW/v7+aN26NYYOHQovLy8EBgbi2LFjcvmYOHEi/v33X4wcOZIT9lJXV0dwcLAQoJcRTZs2xbVr15QapBNRieemx48fQ09Pj4mP8n7NlRAZGYkZM2agWbNmGDhwIPr27Ytq1aox9TF06FCMGzcOubm5JS6W8c3w4cPRrFkzpe5ym5ubyyxofy2rVq3C9OnTMW7cOMydO5dbVNLX18fSpUuZBOnv37/HyJEjsWPHDk7YT0VFBf369cPKlSuZHCfKEj68du3aV72O9f2JsJNeCuW9Nplv4uPj0blzZ7Rq1QqnT59GSkoKLC0tMX/+fCQmJmL37t1lPcVS4aM8oCxKEF6/fo3IyEhERETgzJkzsLW1hbe3N7y8vGBhYaGw/SVLlkBFRQVjxozByZMn0b17dxARcnNzsXjxYowdO1bxN8EDfGQdCPxYhIeHY//+/Th+/Dhq1aoFd3d3uLu7o2XLlswu4mKxGJaWlvDz88PPP/+MmjVrMrFbkTExMcGJEydkdslv3boFV1dXPHnyBFevXoWrq6vC/W6zsrKQkpICDQ0N2NjYMFfIFvh6du3ahSlTpiAwMBCNGzeW2c1UpGacz4ysinLNBQqPue3bt2Pnzp14/PgxOnbsCG9vb/To0QOampoK2yciTJ48GcuWLZNZLJs+fbrC9r+V7z0V3c7ODqGhoejRo4fUXG/evAknJycm/b/79euHa9euYfny5WjRogUA4Pz58xg7diwaNmyInTt3Kuxj3bp18PT0LFeLVl9CCNJLobzXJvNNixYt4OnpiaCgIKkD/NKlS+jVqxceP35c1lP8oVGmeIYEZQjl8IGHhweOHTum1KwDAfm4d+8e0tPT0bZtW2hoaJS6W/W98vnzZ5w6dQr79+/HwYMHkZ+fj65du8Ld3R1ubm7Q0NCQ27ZYLIa/vz/279+PV69ewc3NDf7+/ujevTtUVFQYvouKg7a2Ng4dOgQnJyep8bi4OHTv3h3v37/H/fv30bBhwxIFXQXKJ2KxWGZMJBJx5xNFUtH51IEpTnm95hYnISEBERERiIyMxKdPn5gee9/LYtm3BukGBgZffa1joZujoaGBO3fuwNzcXGquaWlpcHBwwMePHxX2oaWlhWPHjqF169ZS42fOnEGnTp3w4cMHhX3wwdu3b5Gfny+jXfLq1SuoqqoybT8spLuXAivlx7L2wRc3btxARESEzLiRkRGTFTgB+cnNzUViYiIuXryIBw8eMBMpLC6UY25uDnNzc+Tk5CA8PJx9v0glsX//fqmsg0WLFjHPOhD4Nv7991/07dsXsbGxEIlESEtLg6WlJYYMGQIDAwNmXSmUTeXKldGlSxd06dIFa9aswcWLF3HgwAFMmzYNXl5ecHZ2xpQpU9CqVSu57M+ZMwd//vkn9u/fj40bN6JPnz6oVq0aBg8ejCFDhjBPsS/veHh4wM/PD4sWLcL//vc/AMDly5cxYcIErvzl0qVLwv+tgqHMe60ZM2YAKAzSXVxclJqRVVGuucXR0tKChoYG1NTU8P79e6a2nz17hlevXqFt27aoXLlyuVnoXbp0Ka/++OhhXrVq1RJT2vX09GBgYMDEBx/0798f3bt3x8iRI6XGd+3ahQMHDjAtLRN20otQEWuT+aJWrVrYtWsXWrZsKbUKt3fvXkyYMIFrtyDAH8oQzyhKRW1dxkfWgcCX8fHxwYsXL7B+/XrUrVuXO58cO3YMQUFBuHXrVllPUWHS09Nx4MABmJqaok+fPt/892KxGM+ePZM6/p48eYKNGzdi8+bNePDgAVd+9CNz/fp11K9fH2KxGFlZWQgMDER4eDh3XKuqqmLw4MFYsmQJtLS0kJSUBACcJoLAj0PXrl2xfv16ucQV+cjIqkjX3IyMDERERCAiIgJ3795Fu3bt4OXlhT59+jCpTS5todfPz69MFnq/93T39evXY+bMmVi0aBGGDBmC9evXIz09HfPmzcP69evRv39/hX2sXbsWkZGR2Lp1K2rUqAGgcBFl8ODB6NWrF6/t6hShSpUqSEhIkFm8uHPnDlq1aoV///2XmS9hJ70I165dQ25uLvdzaSgS4PDhoyzo378/goODERkZCZFIhIKCAiQkJGDChAnldnW3PKMs8Yyi8CGUwzfKyjoQ+DaOHz+OY8eOoVatWlLjNjY239Tb9XshMTGRa89jZ2eHxo0bw8rKCoGBgXLbLOnYMzExwbRp0zBt2jScOnUKGzdulNt+RcHR0ZELbBwcHHD58mUsWbKEKyeztLSUSlEWgvMfl9OnT8ud1stHRlZFueY2b94cly9fhoODA3x9fTFgwACYmJgw9REYGIhKlSohMzNTKpjq168fgoKCytUmGKB8YWZ/f39oaGjgt99+Q3Z2Nry8vFCzZk2EhYUpFKBLNBskpKWlwczMDGZmZgAKe41XrlwZL1++LDdB+ufPn0vcvMnNzWVSFlAUIUgvQmxsbIk/lzcfZUFoaChGjRoFU1NT5Ofnw87ODvn5+fDy8sJvv/1W1tP74Zg5c6bSxDMkJ12RSAQXF5dShXLKEyVlHRw6dIhThRXglw8fPpQoHvTq1atyJcD1+PFjDBgwAAkJCdyx+ObNG7Rs2RI7d+6UWYT4Fv4rCc7FxQUuLi5y268o6OvrIyMjA0ZGRnjw4AEKCgqgra1drmt4Bb5PDAwMMGzYMAwbNkwqI2v69OkKZWRVtGuui4sLNm7cKHebw6/he1voVUR5vbgw89y5c2FkZITk5GRs2LCBmTCzt7c3vL29mfYwl5QRVSSaNm2KtWvXYvny5VLjq1ev/qaOK1+DEKQLMEFNTQ3r1q3DtGnTcPPmTWRlZcHR0RE2NjZlPbUfkqFDhyrNdkVrXcZH1oHAt9GmTRuEh4cjJCQEALjsnAULFnyxO8L3hr+/P3Jzc5GSksL15b579y58fX3h7++Po0ePym07NjZWRrhGQJbevXujXbt2MDY2hkgkQpMmTUoV1itPYq0C3y+sM7Iq2jV37ty5AICcnBxkZGTAyspKauGBBd/bQm/xVqLfwuTJkzFnzhxOmFmCs7MzVqxYwWJ6HEV7mItEIoV7mEs0GyoSc+bMQYcOHZCcnMwthJ86dQqXL1/G8ePHmfoSatIFBATkoqK0LqtoLTsqArdu3YKzszMaNWqEmJgYuLu749atW3j16hUSEhJgZWVV1lP8KjQ0NHDu3Dk4OjpKjV+5cgVt2rRBdnZ2Gc3sx+Lo0aO4d+8exowZg9mzZ0vd6BalPLWwEmCPonXDfOjAVIRr7sePHzF69Ghs2bIFAJCamgpLS0sEBATAxMQEkydPVthHly5d0LhxY4SEhEBHRwfXr1+Hubk5+vfvj4KCAoV2n/lWXtfW1saNGzdQu3Ztqe/ogwcPYGtri0+fPinsg48e5hWJpKQk/PHHH0hKSoKGhgYcHBwwZcoU5huTwk66ABNKE8ETiURQV1eHtbU1PDw8hJ2fCkS3bt3Qo0ePct+6TJlZBwLfTm5uLsaMGYODBw/ixIkT0NHRQVZWFnr16oVRo0bJJepUVpiamnIaJEXJz89n0tc8JycH+/btw/nz5/Hs2TMAQI0aNdCyZUt4eHgope1TeUQS1Fy5cgVjx44tNUgXEJAXPjKyKso1d/LkyUhOTkZcXJzUgkOHDh0wc+ZMJkH6ggUL4OLigsTEROTk5GDSpElSC72KwLfyur6+Pp4+fSrTtvnatWvMavn9/f1x7do1REdHy/QwHz58OJMe5vn5+ViyZAl27dqFzMxMrn+9BBYLGnzRsGFDbN++XfmOSECAAU5OTqSrq0taWlrUqFEjatSoEWlra5Oenh41a9aM9PX1ycDAgG7dulXWUxVgyKtXr2jNmjXUrl07EovFZGdnR3PnzqWMjIyynppAOaZatWqUmppa1tNQmH379lHTpk3p8uXL3Njly5epefPmtHfvXoVsp6WlkaWlJamrq1O7du2ob9++1LdvX2rXrh2pq6uTtbU1paWlKfgOBAR+HLS1tSk9PV2uv127di29fv2a7YRKoCJcc83MzOj8+fNEJP0/T0tLIx0dHWZ+3rx5Q3PmzCFPT0/q3LkzTZ06lf7++29m9vli/Pjx1Lp1a3r69Cnp6OhQWloanT17liwtLWnmzJlMfGhqatKZM2dkxk+fPk2amppMfEybNo2MjY1p4cKFpK6uTiEhITRkyBCqWrUqhYWFMfGhLN6+fSv185ceLBHS3QWYsHTpUpw5cwabNm2Crq4uAODt27fw9/dH69atMXToUHh5eeHjx484duxYGc9WQBkIrcsEWBEYGIjKlStj/vz5ZT2Vb6Z4KuSHDx+Ql5fH1VxKftbS0lJo56Bjx47Q0tJCeHg4d86V8O7dO/j4+AjnWwGBb2DevHn45Zdfyk3pU3m95mpqauLmzZuwtLSUSt9OTk5G27Zt8fbt27Ke4jehbOX1nJwcjBo1Cps3b0Z+fj5UVVU5YebNmzeXqrHxLZiZmSE6Ohr29vZS49evX0eXLl3w+PFjhX1YWVlh2bJl6Nq1K3R0dJCUlMSNXbhwAREREQr7UBZF2x+KxeISyx3o/3dfYNkKUQjSBZhgYmKCEydOyKh13rp1C66urnjy5AmuXr0KV1dX/PPPP2U0SwFlkZubi+joaGzbtg3R0dGoUqUKnjx5UtbTEiinBAQEIDw8HDY2NmjcuDG0tLSknl+8eHEZzey/kdRZfg2DBw+W24+mpiYuXbqE+vXrl/j8jRs30KxZM6HuXeCHZ968eahevTr8/Pykxjdu3IiXL18iODi4jGYmP+X5mtu2bVt4enoiICCAqxevXbs2AgICkJaWJreg5vXr11G/fn2IxWJcv379i6/V1taGqamp3IrrEoorr6ekpMDS0hLz589HYmIiM+V1oLBdmbKEmfnoYa6lpYWUlBSYmZnB2NgY0dHRaNSoEe7fvw9HR8fvenEmPj4erVq1gqqqKuLj47/42nbt2jHzK9SkCzDh7du3ePHihUyQ/vLlS7x79w5AYV1N8RoUgfKN0LpMQBncvHkTjRo1AlAoKlQUFgJMykSRwPtb0NfXx4MHD0oN0h88eFBudgQFBJTJmjVrStylq1evHvr371+ugvSKcM0NDQ1F586dcfv2beTl5SEsLAy3b9/GuXPn/jMA+hINGzbEs2fPYGRkhIYNG0IkEn2xVaWenh5Wr16Nfv36ye2TT+V1MzMzmJqaAmBzHeS7h3mtWrXw9OlTmJmZwcrKCsePH0ejRo1w+fLl776jTtHAm2UQ/l8IQboAEzw8PODn54dFixbhf//7HwDg8uXLmDBhAtc+5NKlS6hTp04ZzlKAJULrMgFlERsbW9ZTYM6nT59kFimLp6l/C/7+/vDx8cG0adPg4uLCtXl6/vw5Tp06hTlz5iAgIEChOQsIVASePXtWouCkoaEhnj59WgYzko+Kcs1t3bo1kpKSMH/+fNjb23PB2vnz52XSrb+FjIwMrmVYRkbGF1/7+fNnREZGIjg4WKEg/caNGyUuABkZGTHNGt2wYQOWLFmCtLQ0AIX93seNGwd/f3+5bfLdw7xnz544deoUmjVrhoCAAAwcOBAbNmxAZmYmAgMDeZ2Lorx58waXLl3CixcvODV8CT4+PuwcMa1wF/hhef/+Pfn7+5OamhqJxWISi8WkpqZGQ4cOpaysLCIiunbtGl27dq1sJyrADL6EcgQEyitZWVk0atQoMjQ05M6LRR+KMn/+fDI2NiaRSMTZFIlEZGxsTL///juDdyAgUP6xtramrVu3yoyHh4dT7dq1y2BG8iFcc9ny6tUr6tmzp0I2TExMKCEhgYikRfCioqLI0tJS4TkSFQquaWlp0eTJk2n//v20f/9+mjx5Mmlra9O0adOY+CgLzp07R4sWLaIDBw6U9VS+iQMHDpCOjg6JRCLS09MjfX197mFgYMDUl1CTLsCUrKws3L9/HwBgaWkJbW3tMp6RgICAQNkwatQoxMbGIiQkBIMGDcLKlSvx5MkTrFmzBvPnz4e3tzcTP/fv38fz588BFLZgK96qR0DgR2bBggVYsGAB/vjjDy4t/NSpU5g0aRLGjx+PKVOmlPEMKz6SssevQZEMo6K8fv0aGzZsQEpKCgCgbt268PPzY9oKeMKECbh48SIiIyNRp04dXL16Fc+fP4ePjw98fHwwY8YMhX0YGhpi2bJlGDBggNT4jh07EBAQIOg88UydOnXQpUsXhIaGQlNTU6m+hCBdQEBAQEBACZiZmSE8PBxOTk7Q1dXF1atXYW1tja1bt2LHjh04fPhwWU9RQKDCQ0SYPHkyli1bxpWcqKurIzg4GNOnTy/j2f0YlKaIXRRiqI59+vRpdO/eHXp6emjSpAkA4MqVK3jz5g0OHjyItm3bKuwD4Ed5XV9fH5cvX5YRiktNTUXTpk3x5s0bhX0oq4f5gQMHvvq17u7ucvngGy0tLdy4cQOWlpZK9yUE6QLMSExMLPUAj4qKKqNZCQgICJQN2trauH37NszMzFCrVi1ERUWhadOmyMjIgL29PbKyshSyf/v2baxYsQLnz5/Hs2fPABTupLdo0QKjR4+WEfIUEPiRycrKQkpKCjQ0NGBjY1Mu67nLK98iCMdCmMve3h4tWrTAqlWruEA5Pz8fI0eOxLlz53Djxg2FfRRFmcrrAQEBqFSpkkxXkwkTJuDjx49YuXKlwj6mT5+O9evXY/z48fjtt98wdepUPHjwAPv27cP06dMxZswYueyKxeKveh3r1mXKpFevXujfvz/69u2rdF+CcJwAE3bu3AkfHx+4ubnh+PHjcHV1RWpqKp4/f46ePXuW9fQEBAQEeMfS0hIZGRkwMzODra0tdu3ahaZNm+LgwYMKK68fOXIEPXr0QKNGjeDh4SElHHfixAk0atQI+/fvh5ubG4N3IiBQ/tHW1uaEbQX4hU9FbAC4d+8edu/eLbWTraKigqCgIISHhzP3x1p5PSgoiPtZJBJh/fr1OH78OJo3bw4AuHjxIjIzM5mJlG3fvh3r1q1D165dMXPmTAwYMABWVlZwcHDAhQsX5A7Si4uqlVeKZgR07doVEydOxO3bt2Fvby/Txo9lRoCwky7ABAcHBwwfPhyjRo2Cjo4OkpOTUbt2bQwfPhzGxsaYNWtWWU9RQEBAgFeWLFkCFRUVjBkzBidPnkT37t1BRMjNzcXixYsxduxYuW03aNAAHh4emD17donPz5w5E1FRUf/ZL1hAoCLSq1cvbN68Gbq6uujVq9cXXytk+vHLpk2boK2tDU9PT6nxyMhIZGdnM2lj2apVK0ycOFFGwXzfvn2YP38+Lly4oLAPCcpQXm/fvv1XvU4kEiEmJkZuPxK+px7m9vb2OHz4MLfo8T1QVhkBwk66ABPS09PRtWtXAICamho+fPgAkUiEwMBAODs7C0G6gIDAD0fRtjIdOnTAnTt3cOXKFVhbW8PBwUEh26mpqV8UnhswYAB+//13hXwICJRX9PT0uB1NXV1dJrubAmyYN28e1qxZIzNuZGSEYcOGyR2kF12QHDNmDMaOHYt79+5xu88XLlzAypUrMX/+fPkmXgLTp0/H4sWLERAQgBYtWgAAzp8/j8DAQGRmZpa6iPpf8N2G9HvqYf7gwQPk5uby6vO/KKuMACFIF2CCgYEB3r9/D6Cwl+fNmzdhb2+PN2/eIDs7u4xnJyAgIMA/4eHh6NevH3eTY25uDnNzc+Tk5CA8PFyhVEULCwtER0fjp59+KvH56OhomJuby21fQKA8s2nTJu7nzZs3l91EBGTIzMwssQOFubk5MjMz5bbbsGFDiEQiFE0QnjRpkszrvLy8FOqNXpRVq1Zh3bp1Usrr7u7ucHBwQEBAgNxBOt9UpB7mfPLp0yeoq6srzb4QpAswoW3btjhx4gTs7e3h6emJsWPHIiYmBidOnICLi0tZT09AQECAd3x9fdGpUycYGRlJjb9//x6+vr4KBemzZ8+Gl5cX4uLi0KFDB6ma9FOnTuHo0aOIiIhQaP4CAhUBZ2dnREVFyehAvHv3Dj169GCSLizw9RgZGeH69euwsLCQGk9OTkbVqlXltpuRkaHgzL6d3NxcTj2+KI0bN0ZeXh4zP8oWZi6aXdCvXz+YmZnh/PnzsLGxQffu3RW2X5HIz89HaGgoVq9ejefPnyM1NRWWlpaYNm0aLCwsMGTIEGa+hCBdgAkrVqzAp0+fAABTp05FpUqVcO7cOfTu3Ru//fZbGc9OQEBAgH8kLYWK8/jxY+jp6Slk29PTEyYmJli2bBkWLVoko+4eFxfHpV8KCPzIxMXFyQQ2QOEu2JkzZ8pgRj82AwYMwJgxY6Cjo8O1QouPj8fYsWPRv39/ue2WRebQoEGDsGrVKhnl9bVr136xHOlbKAth5hYtWgjXj1KYO3cutmzZggULFmDo0KHceP369bF06VIhSBf4/qhSpQr3s1gsxuTJk8twNgICAgJlh6OjI0QiEUQiEVxcXKCq+n+X2vz8fGRkZKBTp04K+2nZsiVatmypsB0BgYpI0Rrl27dvcwtZQOFxePToUZiYmJTF1H5oQkJC8ODBA6lzY0FBAXx8fBAaGsrMT3p6OpYuXYqUlBQAgJ2dHcaOHQsrKyuF7PKtvB4aGoolS5ZwwsxhYWFSwszyUhF7mPNBeHg41q5dCxcXF4wYMYIbb9CgAe7cucPUlxCkCzDlxYsXePHihYzIgqIiSQICAgLlBYmicHJyMtzc3KCtrc09p6amBgsLC/Tu3buMZicg8GMgqVEWiURwdnaWeV5DQwPLly8vg5n92KipqeGvv/5CSEgIkpOToaGhAXt7e6Y74ceOHYO7uzsaNmyIVq1aAQASEhJQr149HDx4EB07dpTb9rVr16R+b9y4MYDCRQEAqFatGqpVq4Zbt27J7aMoyhJmLq58XxrlqYc5Hzx58gTW1tYy4wUFBcwF74QgXYAJV65cweDBg5GSkoLiXf2EA1xAQOBHYsaMGQAK68ZdXFyY7JqXxOHDhxEVFYUqVarA19cXdevW5Z57/fo1evfuLdTbCvywZGRkgIhgaWmJS5cuwdDQkHtOTU0NRkZGUn20BZRLmzZt4OHhAXd3d9SpU4d7KIPJkycjMDBQRsl98uTJCA4OVihI51t5XVnCzN9rD/M1a9ZwGivfI3Z2djhz5ozMotLu3bvh6OjI1NfXNX4TEPgP/Pz8UKdOHZw7dw73799HRkYG97h//35ZT09AQECAd7p164YePXrA1NQUkyZNQnJyMjPbERERcHd3x7Nnz3D+/Hk0atQI27dv557PyclBfHw8M38CAuUNc3NzWFhYoKCgAE2aNOG6K5ibm8PY2FgI0Hlm6NChOH/+PBo3boy6desiODgYCQkJMhs7LEhJSSmxNtjPzw+3b99m7k+ZSISZAXDCzEOHDsWAAQN4F2a2t7fHo0eP5P77U6dOoVu3brCysoKVlRW6deuGkydPSr3Gy8sLWlpaik5VaUyfPh2jR4/G77//joKCAkRFRWHo0KGYO3cupk+fztSXiJRxdAj8cOjo6ODatWslpoAICAgI/Ki8fv0akZGRiIiIwJkzZ2Brawtvb294eXnJqBt/C46OjvD19cWYMWMAALt27YKfnx/CwsIwZMgQPH/+HDVr1hSymAQEAGzduhWrV69GRkYGzp8/D3NzcyxZsgSWlpbw8PAo6+n9UHz+/BmnTp3C/v37cfDgQeTn56Nr165wd3eHm5sbNDQ0FPZhamqKxYsXw9PTU2p8165dmDBhgkKt3oqjbOX1V69e4dOnT6hZsyYKCgqwYMECnDt3DjY2Nvjtt99gYGCgsI+vRUdHB8nJybC0tPzmv/3zzz8xduxY9OnThxOlu3DhAnbv3s3V3JcXzpw5g9mzZyM5ORlZWVlo1KgRpk+fDldXV7aOSECAAR4eHrR79+6ynoaAgIDAd8ujR49owYIFZGtrSyoqKgrZ0tLSovv370uNxcTEkLa2Nq1atYqePXtGYrFYIR8CAhWBP//8k6pVq0Zz5swhDQ0NSk9PJyKiTZs2kZOTUxnPTuDChQv066+/Uv369UlDQ4O6du1KZ8+eVcjmrFmzSF9fn+bPn0+nT5+m06dP07x580hfX59mz57NaOZEO3bsoEqVKlG3bt1ITU2NunXrRnXq1CE9PT36+eefmfn5XtDW1uaOn2/FxMSEli9fLjO+YsUKqlmzpqJTq5AIO+kCTPjnn38wePBgNG3aFPXr10elSpWknheUIQUEBH5kcnNzER0djW3btiE6OhpVqlTBkydP5LZXs2ZNREVFcYrCEuLj49GtWzeMHTsW8+bNE3bSBX547OzsEBoaih49ekjtBN68eRNOTk74559/ynqKAv+f9PR0HDhwAKampujTp4/cdogIS5cuxaJFi/D3338DKDxnTpw4EWPGjCmxNaY8ODg4YPjw4ZzyenJyspTyuryibu/evfvq1+rq6srlQx4U2UnX1tZGUlKSTMZtWloaHB0dkZWVxWqaSsXf3x8DBw6Ek5OT0n0JQboAEw4ePIhBgwaVeGIRhOMEBAR+VGJjYxEREYE9e/agoKAAvXr1gre3N5ydnRW6UezRowcaNGhQ4k1gXFwcunXrho8fPwrnXoEfHg0NDdy5cwfm5uZSQUZaWhocHBzw8ePHsp7iD0liYqJUezSJSjprJKJrOjo6Ms8lJCSgSZMmqFy5sly2tbS0cOvWLVhYWKBq1aqIi4uDvb09UlJS4OzsjKdPn8plVywW/+f1gYh4v79WJEj38vKCo6MjJk6cKDW+cOFCJCYmYufOnaymqVQ8PDxw7NgxGBoaon///vD29kbDhg2V4ktQdxdgQkBAAAYOHIhp06Z916qMAgICAnxhYmKCV69eoVOnTli7di26d+8u981gcQIDA3Hu3LkSn3NycsLBgwcRHh7OxJeAQHmmdu3aSEpKklFjPnr0qFRHBAF+ePz4MQYMGICEhATo6+sDAN68eYOWLVti586dqFWrFlN/JQXnEjp37oykpCS5gk5AecrrfCvIK4tly5ZxP9vZ2WHu3LmIi4uTqklPSEjA+PHjy2qK38z+/fultGYWL17MTGumOMJOugATdHR0kJSUBCsrq7KeioCAgMB3wbp16+Dp6cndiAoICPDP+vXrMXPmTCxatAhDhgzB+vXrkZ6ejnnz5mH9+vXo379/WU/xh6JTp0548+YNtmzZgp9++gkAcPfuXfj6+kJXVxdHjx7lbS6K7AwDhbvDTZo0QVBQEEJCQrB8+XJ4eHjgxIkTaNSoERPhuK9l5MiRmD17NqpVq6Y0H9/6/6pdu/ZXvU4kEpXbTlCPHz/Gjh07sHHjRqSlpSEvL4+ZbSFIF2DC4MGD0aZNG/j7+5f1VAQEBAR+GA4fPgwVFRW4ublJjR87dgwFBQXo3LlzGc1MQOD7Yfv27Zg5cybS09MBFNYnz5o1q8Q2XQLKRUNDA+fOnZPpKX3lyhW0adNGoR3ob0XRIP17Ul7X1dVVKCvga4iIiICHh8d33SKNT1hrzRRHSHcXYEKdOnUwZcoUnD17Fvb29jLCcZI2QQICAgIC7Jg8eTLmz58vM05EmDx5shCkCwgA8Pb2hre3N7Kzs5GVlQUjI6OyntIPi6mpKXJzc2XG8/PzUbNmzTKYkfxUqVKF+1ksFmPy5MllNhdF91xPnTqFJUuWcDoBdevWxbhx49ChQwfuNV5eXnLZzs3Nha2tLQ4dOlQhSkxK0po5dOgQnJ2dmfoRgnQBJqxfvx7a2tqIj49HfHy81HMikUgI0gUEBASUQFpaGuzs7GTGbW1tce/evTKYkYDA98mLFy9w9+5dAIX3JYaGhmU8ox+TP/74AwEBAVi5ciWaNGkCoFBEbuzYsVi4cGEZz+6/+V6V1xWhaA/zsWPHAiisF+/SpQuTHuaVKlXCp0+fWEy1zFGm1kxxhHR3AQEBAQGBckqNGjUQEREhs4J/8uRJeHl54cWLF2U0MwGB74P3799j5MiR2LFjBwoKCgAAKioq6NevH1auXAk9Pb0ynmHFx8DAQEqt/MOHD8jLy4OqauFeoeRnLS0tvHr1ird5yZMiXhGV12vVqoXJkydj9OjRUuMrV65EaGgokxTu0NBQpKamYv369dznXh75Wq2Zx48fo2bNmhCLxXL7Kr//JYEyRyKUoaWlhaCgoFJfJxKJsGjRIh5nJiAgIPBj4OHhgXHjxmHv3r2ccOe9e/cwfvx4uLu7l/HsBATKHn9/f1y7dg3R0dGcqvT58+cxduxYDB8+vNy0firPLF26tKynUCLy7FNWFOX1orx58wadOnWSGXd1dUVwcDATH5cvX8apU6dw/Phx2Nvby9S18ymypwhDhw79qtfZ2dkprBEgBOkCcnPt2jWurujatWulvk6RXsACAgICAqWzYMECdOrUCba2tlzrosePH6NNmzblInVUQEDZHDp0CMeOHUPr1q25MTc3N6xbt67EwESAPYMHD+bVn7OzM6KiomR2O9+9e4cePXogJiYGwP/1UP8W2rVr981/w4fyuiK4u7tj7969Mj3M9+/fj27dujHxoa+vj969ezOxVR5gkaguBOkCclN0NbEiriwKCAgIfO/o6enh3LlzOHHiBJKTk6GhoQEHBwe0bdu2rKcmIPBdULVq1RJT2vX09HhV3xaQ5dOnT8jJyZEaY1HHHRcXJ2NX4u/MmTMK2/9Wtm3bhgkTJig1SB84cOA3/e/47mG+adMmJnZ+JISadAEBAQEBAQEBgQrJ2rVrERkZia1bt6JGjRoAgGfPnmHw4MHo1asXhg8fXsYz/LH48OEDgoODsWvXLvz7778yzytSx339+nUAQMOGDRETEyOlvp6fn4+jR49izZo1ePDggdw+5EGRevGjR49CW1ubywRZuXIl1q1bBzs7O6xcuVLuhaay6mH+8uVLTsDxp59+qrACjoq29wOEnXQBAQEBAYFyTXx8PBYuXMi1zrGzs8PEiRPRpk2bMp6ZgEDZ4OjoKFVql5aWBjMzM5iZmQEAMjMzUblyZbx8+VII0nlm0qRJiI2NxapVqzBo0CCsXLkST548wZo1a0psJ/ktNGzYECKRCCKRqMR2WBoaGli+fLlCPvhm4sSJ+P333wEAN27cwPjx4xEUFITY2FgEBQXJg/H4mwAANmFJREFUvUOdkZHBcpr/yYcPHxAQEIDw8HApAUcfHx8sX74cmpqavM6nPCAE6QICAgICAuWUbdu2wdfXF7169eJaXSYkJMDFxQWbN2+Wu6+tgEB5pkePHmU9BYFSOHjwIMLDw+Hk5ARfX1+0adMG1tbWMDc3x/bt2+Ht7S237YyMDBARLC0tcenSJaldWjU1NRgZGUFFRYXF2+CNjIwMrs3mnj170K1bN4SGhuLq1avo0qWLwvb56mEeFBSE+Ph4HDx4EK1atQIAnD17FmPGjMH48eOxatUqpfkuC1jocQlBuoCAgICAQDll7ty5WLBgAQIDA7mxMWPGYPHixQgJCRGCdIEfkhkzZpT1FARK4dWrV1wKsK6uLtdyrXXr1vjll18Usm1ubg4A3E5tRUBNTQ3Z2dkACltr+vj4AACqVKnyTT3bS4OvHuZ79uzB7t274eTkxI116dIFGhoa6Nu3b4UL0llUk8vfvE1AQEBAQECgTLl//z66d+8uM+7u7s57OqOAgIDAf2Fpacmdm2xtbbFr1y4AhTvs/9V7+mvZsmULoqOjud8nTZoEfX19tGzZEg8fPmTigy9at27NtTy+dOkSunbtCgBITU3lOnooyqhRo/D7778jLy+Pib2SyM7ORvXq1WXGjYyMuEWI8oCfn1+JXQE+fPgAPz8/7vfbt29zi0byIgTpAgICAgIC5RRTU1OcOnVKZvzkyZMwNTUtgxkJCHxf5OfnY+HChWjatClq1KiBKlWqSD0E+MXX1xfJyckAgMmTJ2PlypVQV1dHYGCgTAsweQkNDYWGhgYA4Pz581ixYgUWLFiAatWqSWUd8cW3Kq8XZcWKFVBVVcXu3buxatUqmJiYAACOHDnCrIXg5cuXERUVBTMzM7i5uaFXr15SDxa0aNECM2bMkNq1//jxI2bNmsUpypcHtmzZgo8fP8qMf/z4EeHh4dzvpqamCpdWCOruAgICAgIC5ZRVq1Zh3Lhx8PPzQ8uWLQEU1qRv3rwZYWFhgiiWwA/P9OnTsX79eowfPx6//fYbpk6digcPHmDfvn2YPn06p+UgUDY8fPgQV65cgbW1NRwcHJjY1NTUxJ07d2BmZobg4GA8ffoU4eHhuHXrFpycnPDy5UsmfpSlvM43vr6+X3yeRfu0mzdvws3NDZ8/f0aDBg0AAMnJyVBXV8exY8dQr149hX0ok3fv3oGIYGBggLS0NCm9g/z8fBw8eBCTJ0/G33//zcynEKQLCAgICAiUY/bu3YtFixZx6u5169bFxIkT4eHhUcYzExAoe6ysrLBs2TJ07doVOjo6SEpK4sYuXLiAiIiIsp7iD0V4eDj69euHypUrS43n5ORg586dXM21IhgZGeHYsWNwdHSEo6MjgoKCMGjQIKSnp6NBgwbIyspS2AcA2Nvb4/fff0eXLl1w48YN/O9//+OU121tbZn1Bk9PT8emTZuQnp6OsLAwGBkZ4ciRIzAzM/vug9uiZGdnY/v27bhz5w6AwmuVt7c3l/XwPSMWi78oBicSiTBr1ixMnTqVmU8hSBcQEBAQECin+Pv7Y+DAgVJiPAICAv+HlpYWUlJSYGZmBmNjY0RHR6NRo0a4f/8+HB0d8fbt27Ke4g+FiooKnj59CiMjI6nxf//9F0ZGRgr1SZfg7e2NO3fuwNHRETt27EBmZiaqVq2KAwcO4Ndff8XNmzcV9gEA2trauHnzJiwsLDBz5kzcvHkTu3fv5pTXnz17prCP+Ph4dO7cGa1atcLp06eRkpICS0tLzJ8/H4mJidi9ezeDd1LIj9LDXB7i4+NBRHB2dsaePXukSmXU1NRgbm6OmjVrMvUpqLsLCAgICAiUU16+fIlOnTrB0NAQAwYMgLe3N5dKKCAgANSqVQtPnz6FmZkZrKyscPz4cTRq1AiXL1+W2c0VUD5EVOKO5OPHj6Gnp8fEx8qVK/Hbb7/h0aNH2LNnD6pWrQoAuHLlCgYMGMDEB6B85XWgsG5/zpw5CAoKgo6ODjfu7OyMFStWMPHBVw/ztLQ0xMbG4sWLFzIK/NOnT2fiQ1m0a9cOQGFLPDMzMyYt1v4LYSddQEBAQECgHPP69WtERkYiIiICZ86cga2tLby9veHl5QULC4uynp6AQJkyefJk6Orq4tdff8Vff/2FgQMHwsLCApmZmQgMDMT8+fPLeoo/BI6OjhCJREhOTka9evWgqvp/+4T5+fnIyMhAp06dOLX38oC7uztycnLQqlUrhISEICMjAyYmJjh+/DhGjx6N1NRUhX1oa2vjxo0bqF27NnR0dJCcnAxLS0s8ePAAtra2TNqnDR8+HCdPnsSKFStkeph37NiRSXu0devW4ZdffkG1atVQo0YNqSBXJBLh6tWrCvvgAz51CIQgXUBAQEBAoILw+PFj7NixAxs3bkRaWppSW+oICJRHzp8/j/Pnz8PGxqbE9oUCymHWrFkAgNmzZyMoKAja2trcc2pqarCwsEDv3r2hpqbGxN+ZM2ewZs0a3L9/H5GRkTAxMcHWrVtRu3ZtLsBSlMzMTIwcORKPHj3CmDFjMGTIEABAYGAg8vPzsWzZMoV91KpVC7t27ULLli2lgvS9e/diwoQJSE9PV9hHtWrVZHqYA0BsbCz69u3LRGjP3NwcI0eORHBwsMK2ypLiOgRNmjTB+PHjmesQAEKQLiAgICAgUCHIzc1FdHQ0tm3bhujoaFSpUgVPnjwp62kJCAgIcKioqCA6OppZ+7CS2LNnDwYNGgRvb29s3boVt2/fhqWlJVasWIHDhw/j8OHDSvPNmgkTJuDixYuIjIxEnTp1cPXqVTx//hw+Pj7w8fHBjBkzFPahqamJK1euoG7dulLjt27dQtOmTfHhwweFfejq6iIpKQmWlpYK2ypL+NAhkCD0SRcQEBAQECjHxMbGYujQoahevTp+/vln6Orq4tChQ3j8+HFZT01AoEw4cOAAcnNzuZ+/9BDgl27duqFHjx4wNTXFpEmTuJ7pLJkzZw5Wr16NdevWoVKlStx4q1atmKdVp6en47fffsOAAQPw4sULAIU9zG/dusXEfmhoKGxtbWFqaoqsrCzY2dmhbdu2aNmyJX777TcmPvjoYe7p6Ynjx48zsVWWFNchcHV1BcBWh0CCsJMuICAgICBQTjExMcGrV6/QqVMneHt7o3v37oIYlsAPj1gsxrNnz2BkZASxuPT9KJFIxERNXODbULaOhqamJm7fvg0LCwupFPH79+/Dzs6OSR03wK/y+qNHj3Djxg1kZWXB0dERNjY2zGzz0cN83rx5WLx4Mbp27Qp7e3upxRMAGDNmjMI++IAPHQIJQpAuICAgICBQTlm3bh08PT2hr69f1lMREBAQ+GaUoaNhaWmJtWvXokOHDlJBenh4OObPn4/bt28zmHnhDrSnpyenvC7xc+nSJfTq1YtJNtPs2bMxYcIEGYX1jx8/4o8//mCmiq7sHua1a9cu9TmRSIT79+8z8aNs+NAhkCAE6QICAgICAgICAgICvKIsHY158+Zh27Zt2LhxIzp27IjDhw/j4cOHCAwMxLRp0xAQEMBg9vwor/PRV17g+0Toky4gICAgICAgIFBh+JbdrPKSZluRiI2NRUREBPbs2YOCggL06tULhw4dgrOzMxP7kydPRkFBAVxcXJCdnY22bduicuXKmDBhArMAHQD09fXx9OlTmV3ia9euwcTEhImP0vrKJycno0qVKkx8AOW7hznfpKenY9OmTUhPT0dYWBiMjIxw5MgRmJmZMSkNkCDspAsICAgICAgICFQYigdNL1++RHZ2NlcW8ubNG2hqasLIyKjcpNlWFPjU0cjJycG9e/c4wbWibd9YoEzldQMDA4hEIrx9+xa6urpSgXp+fj6ysrIwYsQIrFy5UuH3oawe5kFBQV/92sWLF8vlg2/41CEQgnQBAQEBAQEBAYEKSUREBP78809s2LABP/30EwDg7t27GDp0KIYPHw5vb+8ynuGPRVnoaLx79w4xMTH46aefZNqMKUJOTg5GjRqFzZs3Iz8/H6qqqsjPz4eXlxc2b94MFRUVuW1v2bIFRAQ/Pz8sXboUenp63HOSvvKslNeV1cO8ffv2X/U6kUiEmJgYpr6VBR86BBKEIF1AQEBAQEBAQKBCYmVlhd27d8PR0VFq/MqVK+jTpw8yMjLKaGYCyqJv375o27YtRo8ejY8fP6Jhw4bIyMgAEWHnzp3o3bs3U3/KVF6Pj49Hy5YtZdTQWVJRepjzAR86BBKEPukCAgICAgICAgIVkqdPn5aoGJ6fn4/nz5+XwYwElM3p06fRpk0bAMDevXtRUFCAN2/eYNmyZZgzZw4zP7Nnz0Z2djZMTU3RpUsX9O3bFzY2Nvj48SNmz54tt92i/bYdHR3x8eNHvHv3rsQHCypKD3M+kOgQFIelDoEEYSddQEBAQEBAQECgQtK9e3c8efIE69evR6NGjQAU7qIPGzYMJiYmOHDgQBnPUIA1GhoaSE1NhampKXx8fFCzZk3Mnz8fmZmZsLOzQ1ZWFhM/ylJeL2pXLBaXKBwnEZRjoe6urB7mvXr1+urXRkVFyeWDb5SpQ1AcQd1dQEBAQEBAQECgQrJx40YMHjwYTZo04YKPvLw8uLm5Yf369WU8OwFlYGpqivPnz6NKlSo4evQodu7cCQB4/fo11NXVmflRlvJ6TEwM9/exsbFy2/la1q5dC21tbcTHxyM+Pl7qOZFIJHeQXrSOvqIQGhqKUaNGwdTUFPn5+bCzs+N0CH777TemvoSddAEBAQEBAQEBgQpNamoq7ty5AwCwtbVFnTp1ynhGAsrizz//xNixY6GtrQ1zc3NcvXoVYrEYy5cvR1RUlMKBL1/K63l5eQgNDYWfnx9q1aqlkC0BtihTh0CCEKQLCAgICAgICAhUKNq0aQMPDw+4u7sLAfkPSGJiIh49eoSOHTtyrdeio6Ohr6+PVq1aKWSbT+V1HR0d3LhxAxYWFkzsCbAlPz8fN27cgLm5OQwMDJjaFoJ0AQEBAQEBAQGBCkV4eDj279+P48ePo1atWnB3d4e7uztatmxZYoqyQMVEEuYo4zPnQ3ndw8MDvXr1wuDBg5naLYse5rt378auXbuQmZmJnJwcqefk7cXON+PGjYO9vT2GDBmC/Px8tGvXDufOnYOmpiYOHToEJycnZr6EmnQBAQEBAQEBAYEKhUTI6fPnzzh16hT2798PT09P5Ofno2vXrnB3d4ebmxs0NDTKeqoCSiA8PBx//PEH0tLSAAB16tTBxIkTMWjQIIXsvnv3Drq6ugD+T3n948ePJb5W8jpF6Ny5MyZPnowbN26gcePG0NLSknre3d1dLrvXrl37qtexWtxYtmwZpk6dip9//hn79++Hr68v0tPTcfnyZYwaNYqJDz7YvXs3Bg4cCAA4ePAg7t+/jzt37mDr1q2YOnUqEhISmPkSdtIFBAQEBAQEBAR+CC5evIgDBw7gwIEDSE9Ph7OzM6ZMmaJwCrTA98PixYsxbdo0jB49mvtcz549i5UrV2LOnDkIDAyU2zbfyuticendsln54ANbW1vMmDEDAwYMkOovPn36dLx69QorVqwo6yl+Ferq6rh37x5q1aqFYcOGQVNTE0uXLkVGRgYaNGjArC0eIOykCwgICAgICAgI/CA0a9YMzZo1w9y5c5Geno4DBw6U2PdYoPyyfPlyrFq1Cj4+PtyYu7s76tWrh5kzZyoUpPOtvF5QUKB0H3yQmZmJli1bAihskff+/XsAwKBBg9C8efNyE6RXr14dt2/fhrGxMY4ePYpVq1YBALKzs6GiosLUlxCkCwgICAgICAgIVGgSExORkpICALCzs0Pjxo1hZWWlUMAm8H3y9OlTLiAsSsuWLRVekGnXrh2AQuX1+Pj4cqu8zncP8xo1auDVq1cwNzeHmZkZLly4gAYNGiAjIwPlKanb19cXffv2hbGxMUQiETp06ACgMEPH1taWqS8hSBcQEBAQEBAQEKiQPH78GAMGDEBCQgL09fUBAG/evEHLli2xc+fOchlg/b/27j0q6jr/H/hzwLgoIsgCchNFBLwggailgIq2kAp4AUlnQ/FWHQW8HIRy2xUv5FG8YWTmJSFFBG/cDE1FLXRtoZy2REUbNIxSGbEVNGDg9wc/5+uIuSaf+QyMz8c5nOO+Z/i83rr7xz4/n8/79aKnc3Z2RmZmJt577z219b179wo2KqtDhw5Ys2aN2tN6TTl+/DjWr1+vusnUp08fzJ8/XxUQn4fYM8z9/f2Rk5MDT09PREZGYsGCBdi3bx+Ki4v/1A0DbVu6dCn69++Pn376CWFhYTA0NATQfAwiPj5e0Fo8k05EREREOikwMBDV1dVITU2Fq6srAODSpUuIjIyEqakpCgoKtLxDEtr+/fsRHh6O0aNHq86kFxUV4fjx48jMzMSECRMEqaOpzuuPejjzPTQ0VDXW7V//+hf27duH9evXt5uma42NjWhsbESHDs3PhzMyMnDmzBn07t0bb731FgwMDLS8w7aHIZ2IiIiIdJKxsTHOnDkDT09PtfWSkhL4+vqitrZWSzsjTSopKWnx9HnRokUt/nfQGh9//DESEhIglUoF7bz+KHt7e8THx2PevHlq6ykpKUhMTMSNGzdaXYP+nFOnTiEpKUnt+ExsbCx8fX0FrcOQTkREREQ6ycXFBbt27cLgwYPV1r/++mtMnToVV65c0dLOqL0To/O6iYkJzp8/D2dnZ7X1srIyeHp64t69e62uAYgzw/zBgwf47rvvcPPmzRYN8YS4oSGGXbt2ITIyEhMnTlR7S+PgwYPYuXMnpk6dKlgtnkknIiIiIp20Zs0aREVFISUlBd7e3gCam8jFxMQgKSlJy7sjofyZ0VdCzC8HxOm8HhwcjIMHDyI2NlZtPTs7G+PGjROkhhgzzAsKChAREYHbt2+3+Kw9jZJbuXIlVq9erdZwMjo6GuvWrcPy5csFDel8kk5EREREOsPc3FxtfnVNTQ0aGhpU52Ef/rlTp05QKBTa2iYJ6I9mlj9KyPnlYlmxYgWSkpIwbNgwtTPpRUVFWLRokdoNh+jo6OeqIcYM8969e+Ovf/0r/vGPf8Da2rrV19MWQ0ND/PDDDy3ebLhy5Qr69++PBw8eCFaLIZ2IiIiIdEZqauozf1eTTb9IPKdOnXrm7z4coyYETXRef1TPnj2f6XsSiQQ//vjjc9Xo2LEjSktL4ejoCCsrK3zxxRfw8PBAWVkZXnnlFVRVVT3XdR9lamqKb7/9Fr169Wr1tbTJ2dkZsbGxeOutt9TWP/74Y6xduxZlZWWC1eLr7kRERESkMxi8XzxCBu9n9Wjn9ZiYGADNT7nHjBkjWOd1uVze6mv8L2LMMA8NDcXJkyfbfUhftGgRoqOjcf78eQwdOhRA85n0nTt3YuPGjYLW4pN0IiIiItJ5Dx48aNEUS6jzydR2fPrppzAxMUFYWJjaelZWFmprawW7iaONzutKpRL/+c9/4OjoCHNzc0GuOWvWLDg4OOCf//wnUlJSEBsbi2HDhqlmmG/fvr3VNWpraxEWFgZLS0u4u7vjpZdeUvv8eV/V14aDBw9i7dq1am9PxMbGIiQkRNA6DOlEREREpJNqamoQFxeHzMzMJ762257OJ9OzcXFxwZYtWzBy5Ei19VOnTmHOnDm4dOmSIHXE6Lw+f/58uLu7Y+bMmVAqlfDz88PZs2fRsWNH5OXlYcSIEa2uIcYM8+3bt+Ptt9+GkZERLCws1PoHtOZVfV32x7MDiIiIiIjascWLF+PEiRPYvHkzDA0NsW3bNiQkJMDW1hZpaWna3h5pwPXr1594ltvR0RHXr18XrM7DzuuPE7Lz+r59++Dh4QEAyM3NRXl5OS5evIgFCxZgyZIlgtTQ09NTBXQAeOONN5CcnIyoqChBAjoALFmyBAkJCbh79y7Ky8shl8tVPwzoT8Yz6URERESkk3Jzc5GWloYRI0YgMjISvr6+cHZ2hqOjI3bv3g2pVKrtLZLArKys8N1336FHjx5q6zKZDBYWFoLV6du3L1auXImTJ08+sfN6cnKy6rvP+zr37du30a1bNwDA4cOHERYWBhcXF8yYMUPQM9CanmFeV1eH8PDwp86Wb6senxbxNEJOi2BIJyIiIiKdpFAo4OTkBKD5/PnD/xPt4+ODd955R5tbIw2ZMmUKoqOj0blzZ/j5+QFoftU9JiYGb7zxhmB1tm/fDnNzc1y4cAEXLlxQrZuZmamd45ZIJM8d0q2trXHhwgXY2NigoKAAmzdvBtB8xltfX791f4H/T4wZ5tOmTcPevXvx3nvvtfpaYtuwYYNW6jKkExEREZFOcnJyglwuR/fu3eHm5obMzEwMHjwYubm5MDMz0/b2SAOWL1+O8vJyjBo1SvUad2NjIyIiIpCYmChYHTE6r0dGRmLy5MmwsbGBRCJRjXY7d+4c3NzcBKkRFRWFsLAwjc4wVyqVWL16NY4cOYIBAwa0aBy3bt06jdQVgramRbBxHBERERHppPXr10NfXx/R0dE4duwYgoKC0NTUhPr6eqxbt041Oot0T1lZGc6fPw9jY2O4u7vD0dFRo/U00XkdaD6X/tNPPyEsLAz29vYAgNTUVJiZmQnSUVyMGeaPN/F7lEQiwYkTJzRWW0iHDx+Gvr4+AgIC1NaPHj0KpVKJ119/XbBaDOlERERE9EK4du0aSkpK4OzsjAEDBmh7O6RFpqamOH/+vOo4xJ8lRud1McyYMQPDhg3DzJkztb2VNm/AgAFYtWoVxowZo7ZeUFCAuLg4yGQywWoxpBMRERGRTkpLS0N4eDgMDQ3V1uvq6pCRkYGIiAgt7Yy0rXPnzpDJZM8d0u3t7XHo0CF4e3vj0KFDmDt3LgoLC/HZZ5/hxIkTKCoqeq7rPtpw7n8RYr64NmaY//bbbzhx4gTc3NwEe21fDMbGxigtLW3RlLC8vBz9+vVDTU2NYLUY0omIiIhIJ+nr66OyshJWVlZq61VVVbCysuKc9BdYa0O6kZERrly5Ant7e8yZMwcdO3bEhg0bIJfL4eHhgd9+++25rvv4+Lhbt26htrZW1UOhuroaHTt2hJWVlSDjy8SYYT558mT4+flh3rx5uH//Pjw8PFBeXo6mpiZkZGRg0qRJra4hhm7duiE9PR3+/v5q68eOHcPUqVNx8+ZNwWq1vz74RERERETPoKmp6YnjkyoqKtClSxct7Ih0xcPO60qlEgUFBXjttdcAtL7z+qMzxFeuXImXX34ZpaWlUCgUUCgUKC0thZeXF5YvXy7I30OMGeanT5+Gr68vAODgwYNoampCdXU1kpOTsWLFCkFqiCEkJATz58/H1atXVWtXrlzBokWLBBlV9yh2dyciIiIineLp6QmJRAKJRKLW5RtobvAll8sRGBioxR1SeydG5/X3338f+/btg6urq2rN1dUV69evR2hoKKRSaatriDHD/O7du+jatSuA5vPbkyZNQseOHTF27FjExsZqrK7QVq9ejcDAQLi5uama+FVUVMDX1xdJSUmC1mJIJyIiIiKdMn78eACATCZDQEAATExMVJ8ZGBigR48e7eYVW9KMJ71h8WcsXboU/fv3V3Vef9j3QF9fH/Hx8UJsEZWVlWhoaGixrlQq8euvvwpSQ4wZ5g4ODjh79iy6du2KgoICZGRkAADu3LkDIyMjjdUVWpcuXXDmzBl88cUXkMlkMDY2xoABA+Dn5yd4LZ5JJyIiIiKdpK+vj/z8fD41pxZaeyZdDEFBQbhx4wa2bdsGLy8vAEBJSQnmzJkDOzs75OTktLpGdHQ00tLS4OHhobEZ5h999BFiYmJgYmICR0dHfPPNN9DT08OmTZtw4MABFBYWtrpGW+Lu7o7Dhw/DwcHhua/BkE5EREREOikkJARHjhyBpaUlpkyZAqlUCg8PD21vizSkvr4ebm5uyMvLQ58+fZ763a+++gqDBg1q0fn/acTuvH7r1i1MmzYNBQUFqvDc0NCAgIAA7Ny5s0VDxOch1gzz4uJi/PTTT3jttddUb7bk5+fDzMwMw4YNE6RGWyHEDSCGdCIiIiLSWXfu3EFWVhbS09Px5Zdfws3NDVKpFFOnTm0xSonaPzs7Oxw7dux/hvTnIXbn9YcuX76MixcvAgDc3Nzg4uIi2LU1ydfXFyEhIQgJCUHv3r21vR3RMKQTERERET2jiooK7NmzBzt27EBZWdkTz/tS+5aYmIjLly9j27Ztag0DhZaeno6PPvoI27dvVzV2u3TpEmbPno233nqrVU3dHobb4OBg0QO5kDPM09LSkJ2djaNHj8Le3h7BwcEIDg7G0KFDW90ToC1jSCciIiIiegb19fXIz8/Hrl27kJ+fj65du+LGjRva3hYJbMKECTh+/DhMTEzg7u6OTp06qX1+4MABQer06tUL+/btg6enp9p6SUkJQkNDIZfLn/vaYoZbMWaY//777zh+/Diys7ORm5sLpVKJsWPHIjg4GAEBATA2Nhbgb9J2CBHSOSediIiIiHRWYWEhZs+eDWtra0yfPh2mpqbIy8tDRUWFtrdGGmBmZoZJkyYhICAAtra26NKli9qPUDTZeT0iIgL79+/H7du3sXbtWlRXVyMsLAzdunXDjBkzcOjQIdy/f79VNR4SY4a5oaEhxowZgy1btuDnn39GTk4ObGxs8P7778PCwgLjxo1DUVGRILV0BZ+kExEREZFOsrOzg0KhQGBgIKRSKYKCgv5UozCiPyJG5/XHnTt3Djk5OcjJycHVq1fh7++Pd999t1WN14yNjXH58mU4ODggIiICtra2WLVqFa5fv46+ffvi3r17Av4NWrp69SpycnLg4OCA0NBQjdYSC193JyIiIiL6A1u3bkVYWJiqsRfpvhUrVkAqlbZo8iY0MTqvP41Q4dbFxQUrVqzA2LFj0bNnT2RkZMDf3x8ymQyjRo3C7du3BdtzcXExSktLAQB9+/bFwIEDBbt2W5Keno6QkJAWRy3+DIZ0IiIiIiLSCR4eHvj+++8xZMgQ/O1vf8PkyZPxl7/8RWP1xOi8rslwK8YM84qKCkyZMgVFRUVqnfCHDh2KjIwM2Nvbt7qGpiQnJ2POnDkwMjL6nyP4hBi79xBDOhERERER6YwffvgBu3fvRkZGBioqKvDaa69BKpVi/Pjx6NixY6uuLWbndbHCraZnmAcGBqK6uhqpqalqnfAjIyNhamqKgoKCVtfQlJ49e6K4uBgWFhZPfTtDIpEIOnaPIZ2IiIiIiHRSUVER0tPTkZWVhQcPHuC3335r1fXE7LyuyXAr5gxzY2NjnDlz5omd8H19fVFbW6vR+u0Ru7sTEREREZFO6tSpE4yNjWFgYID6+vpWX0/MzuunTp3C5s2bVQEdAFxdXbFp0yacPn26VdeePXs2zp49Cy8vL/Tp0wdxcXEoKiqCJp7fOjg4PPHfXqlUwtbWVvB6mrJs2bIn3lC4f/8+li1bJmgthnQiIiIiItIZcrkcK1euRL9+/eDt7Y1vv/0WCQkJ+OWXXwSrIcZYMU2GWzFvNqxZswZRUVEoLi5WrRUXFyMmJgZJSUmC1BBDQkLCE7vd19bWIiEhQdBafN2diIiIiIh0wiuvvIJ///vfGDBgAKRSKaZMmQI7OztR9yBU5/Xs7GwkJiYiJSUF3t7eAJrDbVRUFOLi4jB+/HiBdvx/hBrzZm5urvb6f01NDRoaGtChQwcAUP25U6dOUCgUgv4dNEVPTw+//vorLC0t1dZPnDiB8PBw3Lp1S7BaDOlERERERKQTlixZAqlUir59+4pST+jO620p3LbmZkNqauozf3fatGl/dmuievjfyd27d2Fqaqr2349SqcS9e/fw9ttvIyUlRbCaDOlERERERKRT6urqIJfL0atXL1XAFZKmOq9rK9y+KDPMn0dqaiqampowY8YMbNiwAV26dFF9ZmBggB49euDVV18VtCZDOhERERER6YT79+9j3rx5qrB7+fJlODk5ISoqCnZ2doiPjxekTnseK/YosWeYP3jwAHV1dWprpqamgtbQlFOnTmHYsGEauenzODaOIyIiIiIinRAfHw+ZTIaTJ0/CyMhItT569Gjs3btXsDqa7Lz+JA/Hxz36I4RZs2ahvr4epaWlUCgUUCgUKC0tRWNjI2bNmiVIjZqaGsybNw9WVlbo1KkTzM3N1X7aC39//yceMaiqqoK+vr6gtRjSiYiIiIhIJxw6dAgffvghfHx81M4O9+vXD1evXhWsjhhjxcQIt2LcbFi8eDFOnDiBzZs3w9DQENu2bUNCQgJsbW2RlpYmSA0x/NEL6L///jsMDAwEraX5Z/VEREREREQiuHXrFqysrFqs19TUqIX21no4VuzxzutCjhVbvHgxCgsLsXnzZrz55ptISUnBjRs3sGXLFqxatUqQGmLcbMjNzUVaWhpGjBiByMhI+Pr6wtnZGY6Ojti9ezekUqkgdTQlOTkZACCRSLBt2zaYmJioPlMqlTh9+jTc3NwErckz6UREREREpBP8/PwQFhaGqKgodO7cGd999x169uyJqKgolJWVteqsuNid17t3764Kt6ampvjmm2/g7OyMzz77DHv27MHhw4dbXUOMMW8mJia4cOECunfvDnt7exw4cACDBw+GXC6Hu7v7E2ePtyU9e/YEAFy7dg329vZqr7Y/bBy3bNkyDBkyRLCafJJOREREREQ6ITExEa+//jouXLiAhoYGbNy4ERcuXMCZM2dw6tSpVl17w4YNwmzyGSkUCjg5OQFobq72MPj7+PjgnXfeee7rPulmw5AhQ1rcbJgxY4YgId3JyQlyuRzdu3eHm5sbMjMzMXjwYOTm5qqa1bVlcrkcADBy5EgcOHBAlHP0DOlERERERKQTfHx8cP78eaxatQru7u44evQovLy8cPbsWbi7u7fq2mLP89ZUuBX7ZkNkZCRkMhmGDx+O+Ph4BAUF4cMPP0R9fT3WrVsn6l5ao7CwULRafN2diIiIiIjoOWlqrNj69euhr6+P6OhoHDt2DEFBQWhqalKF25iYmFbX0IZr166hpKQEzs7OGDBggLa381QLFy7E8uXL0alTJyxcuPCp3xXyhgNDOhERERERtVt/ZhyZUDO5a2pqEBcXh8zMTFRVVbX4XKlUClLnUZoOt5q62ZCWlobw8HAYGhqqrdfV1SEjIwMRERGtrqEpI0eOxMGDB2FmZoaRI0c+9btCPmlnSCciIiIionZLT0/vf3Zub2pqgkQiESw8z507F4WFhVi+fPkTO68L0bFcjHArxs0GfX19VFZWtui6X1VVBSsrK43c0GjvGNKJiIiIiKjd+jMN4YYPHy5ITTE6r4sRbsW42aCnp4dff/0VlpaWausymQwjR44UpBO+GAoLC//waXpKSgrmzp0rWC02jiMiIiIionZLqOD9Z2iq8/qjHj79f1xFRQW6dOkiSA1NzjD39PSERCKBRCLBqFGjVN3jgeYn9HK5HIGBgUL8NUQxceJEHDt2DAMHDlRb37hxI95//32GdCIiIiIiosd9+umnMDExQVhYmNp6VlYWamtrBevQrsmxYmKGW03ebHg4vk0mkyEgIAAmJiaqzx7OF580aVKraohpzZo1eP3113H69Gm4ubkBANauXYtly5YhPz9f0FoM6UREREREpBM++OADbNmypcW6lZUV5syZI1hI1+RYMTHDrSZvNvzzn/8EACxbtgyjRo1qV0/Nn2TWrFlQKBQYPXo0vvrqK+zduxeJiYk4fPgwhg0bJmgtnkknIiIiIiKdYGRkhIsXL6JHjx5q6+Xl5ejTpw/u37+vkbqa6Lyur6+P/Px8jYZbMca8hYSE4MiRI7C0tMSUKVMglUrh4eEhwO61Iy4uDtu3b4dSqcTnn3+OV155RfAaDOlERERERKQTunfvjg8//BDBwcFq69nZ2Zg7dy4qKioEqSNG53VthFtNjXm7c+cOsrKykJ6eji+//BJubm6QSqWYOnVqixsqbUlycvIT15OSkuDn54fBgwer1qKjowWry5BOREREREQ6IS4uDnv37sWnn34KPz8/AM3d32fMmIHQ0FAkJSUJUkessWKaDrfamGFeUVGBPXv2YMeOHSgrK0NDQ4PgNYTSs2fPZ/qeRCLBjz/+KFhdhnQiIiIiItIJdXV1ePPNN5GVlaVquNbY2IiIiAh8/PHHMDAwEKSONsaKaSLcij3DvL6+Hvn5+di1axfy8/PRtWtX3LhxQ9AauoCN44iIiIiISCcYGBhg7969WL58OWQyGYyNjeHu7g5HR0dBrq+tsWL19fUoLi7GuXPnUF5eDmtra0GuK8aYN6B5xnh6ejr279+PxsZGTJw4EXl5efD39xeshqb4+fkhJCQEwcHB6N27tyg1GdKJiIiIiKhd8/X1VQUpFxcX1Y/QxB4rpqlwK+bNBjs7OygUCgQGBuKTTz5BUFBQi9fr27KZM2ciJycHS5cuhb29PYKDgxEcHIyhQ4c+8QaHEPi6OxERERERtWtpaWnIzs7G0aNHRQlSYnRefzTcSqVSQcNtQkICgObxaAsXLvzDmw1CHA/YunUrwsLCWj3STdt+//13HD9+HNnZ2cjNzYVSqcTYsWMRHByMgIAAGBsbC1aLIZ2IiIiIiHSCWEFKjM7rYoRbMW426Kpz584hJycHOTk5uHr1Kvz9/fHuu+8KMjOdIZ2IiIiIiHSSJoNUex0r9ihdm2GuLVevXkVOTg4cHBwQGhra6usxpBMRERERkc4TOkg9qj2NFXucLtxsEFNxcTFKS0sBAH379sXAgQMFr8GQTkREREREOkWMIPWQLo0Va883GzStoqICU6ZMQVFRkeoIQnV1NYYOHYqMjAzY29sLVktPsCsRERERERFpUUVFBXx9fTF48GDExMQgJiYGgwYNgo+PDyoqKgStVVhYiNmzZ8Pa2hrTp0+Hqakp8vLyBK8jFk2NedMVs2bNQn19PUpLS6FQKKBQKFBaWorGxkbMmjVL0Fp8kk5ERERERDohMDAQ1dXVSE1NhaurKwDg0qVLiIyMhKmpKQoKCgSpo8nO62J70pg3qVQKf39/jY0Ya4+MjY1x5swZeHp6qq2XlJTA19cXtbW1gtXinHQiIiIiItIJp06dwpkzZ1QBHQBcXV2xadMm+Pr6ClZn6dKlOjFWrL3PMBeTg4MD6uvrW6wrlUrY2toKWoshnYiIiIiIdIJYQWr27NmCXUubdOVmgxjWrFmDqKgopKSkwNvbG0Bz74OYmBgkJSUJWouvuxMRERERkU7Izs5GYmJiiyAVFRWFuLg4jB8/XrsbpHbF3Nxc7ZX/mpoaNDQ0oEOH5mfdD//cqVMnKBQKweoypBMRERERUbulrSBFui81NfWZvztt2jTB6jKkExERERFRu6WtIEWkKQzpRERERERERM/owYMHqKurU1szNTUV7PpsHEdERERERDpH00GKXiw1NTWIi4tDZmYmqqqqWnyuVCoFq6Un2JWIiIiIiIi0qKamBvPmzYOVlRU6deoEc3NztR+i57V48WKcOHECmzdvhqGhIbZt24aEhATY2toiLS1N0FoM6UREREREpBPEDFL0YsnNzcVHH32ESZMmoUOHDvD19cXf//53JCYmYvfu3YLWYkgnIiIiIiKdIGaQoheLQqGAk5MTgOZjEw8nBfj4+OD06dOC1mJIJyIiIiIinSBmkKIXi5OTE+RyOQDAzc0NmZmZAJpvDJmZmQlaiyGdiIiIiIh0gphBil4skZGRkMlkAID4+HikpKTAyMgICxYsQGxsrKC1OIKNiIiIiIh0wvr166Gvr4/o6GgcO3YMQUFBaGpqQn19PdatW4eYmBhtb5F0xLVr11BSUgJnZ2cMGDBA0GszpBMRERERkU7SZJCiF0taWhrCw8NhaGiotl5XV4eMjAxEREQIVoshnYiIiIiIdIKYQYpeLPr6+qisrISVlZXaelVVFaysrDgnnYiIiIiI6HGRkZG4e/dui/X//ve/iIyM1MKOSFc0NTVBIpG0WK+oqECXLl0ErdVB0KsRERERERFpiZhBil4Mnp6ekEgkkEgkGDVqFDp0+L8IrVQqIZfLERgYKGhNhnQiIiIiImrXtBGk6MUwfvx4AIBMJkNAQABMTExUnxkYGKBHjx6YNGmSoDV5Jp2IiIiIiNq1hIQEAMCyZcuwcOHCPwxSBgYG2toitXP6+vrIz88X5WYPQzoREREREekEMYMUvVhCQkJw5MgRWFpaYsqUKZBKpfDw8NBILTaOIyIiIiIinTBu3DiMHz8eDg4OWLx4MWQymba3RDoiOzsblZWVeP/99/H111/Dy8sL/fr1Q2JiIsrLywWtxSfpRERERESkM+7cuYOsrCykp6fjyy+/hJubG6RSKaZOnYoePXpoe3ukIyoqKrBnzx7s2LEDZWVlaGhoEOzaDOlERERERKSTNBmk6MVVX1+P/Px87Nq1C/n5+ejatStu3Lgh2PX5ujsREREREemc+vp6FBcX49y5cygvL4e1tbW2t0TtXGFhIWbPng1ra2tMnz4dpqamyMvLQ0VFhaB1OIKNiIiIiIh0RmFhIdLT07F//340NjZi4sSJyMvLg7+/v7a3Ru2YnZ0dFAoFAgMD8cknnyAoKAiGhoYaqcXX3YmIiIiISCc8GqSkUqlGgxS9WLZu3YqwsDCYmZlpvBZDOhERERER6QQxgxSRpjCkExEREREREbURbBxHRERERERE1EYwpBMRERERERG1EQzpRERERERERG0EQzoREZGOGzFiBObPn6/tbRAREdEzYEgnIiIilZMnT0IikaC6ulrUukuXLsXLL78sak0iIqK2iCGdiIiIiIiIqI1gSCciItIhNTU1iIiIgImJCWxsbLB27Vq1zz/77DN4e3ujc+fO6NatG6ZOnYqbN28CAMrLyzFy5EgAgLm5OSQSCaZPnw4AKCgogI+PD8zMzGBhYYFx48bh6tWrquvW1dVh3rx5sLGxgZGRERwdHfHBBx+oPq+ursasWbNgaWkJU1NT+Pv7QyaTAQB27tyJhIQEyGQySCQSSCQS7Ny5U4P/SkRERG0XQzoREZEOiY2NxalTp5CdnY2jR4/i5MmT+Oabb1Sf19fXY/ny5ZDJZDh06BDKy8tVQdzBwQH79+8HAFy6dAmVlZXYuHEjgObwv3DhQhQXF+P48ePQ09PDhAkT0NjYCABITk5GTk4OMjMzcenSJezevRs9evRQ1Q0LC8PNmzfx+eefo6SkBF5eXhg1ahQUCgXCw8OxaNEi9OvXD5WVlaisrER4eLg4/2BERERtTAdtb4CIiIiEce/ePWzfvh27du3CqFGjAACpqamwt7dXfWfGjBmqPzs5OSE5ORmDBg3CvXv3YGJigq5duwIArKysYGZmpvrupEmT1Grt2LEDlpaWuHDhAvr374/r16+jd+/e8PHxgUQigaOjo+q7X331Fb7++mvcvHkThoaGAICkpCQcOnQI+/btw5w5c2BiYoIOHTqgW7dugv+7EBERtSd8kk5ERKQjrl69irq6OgwZMkS11rVrV7i6uqr+c0lJCYKCgtC9e3d07twZw4cPBwBcv379qdcuKyvDlClT4OTkBFNTU9VT8oe/N336dJw/fx6urq6Ijo7G0aNHVb8rk8lw7949WFhYwMTERPUjl8vVXpknIiIiPkknIiJ6YdTU1CAgIAABAQHYvXs3LC0tcf36dQQEBKCuru6pvxsUFARHR0ds3boVtra2aGxsRP/+/VW/5+XlBblcjs8//xzHjh3D5MmTMXr0aOzbtw/37t2DjY0NTp482eK6jz6tJyIiIoZ0IiIindGrVy+89NJLOHfuHLp37w4AuHPnDi5fvozhw4fj4sWLqKqqwqpVq+Dg4AAAKC4uVruGgYEBAECpVKrWqqqqcOnSJWzduhW+vr4Aml9hf5ypqSnCw8MRHh6O0NBQBAYGQqFQwMvLC7/88gs6dOigdk798bqP1iQiInpRMaQTERHpCBMTE8ycOROxsbGwsLCAlZUVlixZAj295tNt3bt3h4GBATZt2oS3334b33//PZYvX652DUdHR0gkEuTl5WHMmDEwNjaGubk5LCws8Mknn8DGxgbXr19HfHy82u+tW7cONjY28PT0hJ6eHrKystCtWzeYmZlh9OjRePXVVzF+/HisXr0aLi4u+Pnnn5Gfn48JEybA29sbPXr0gFwux/nz52Fvb4/OnTurzq8TERG9SHgmnYiISIesWbMGvr6+CAoKwujRo+Hj44OBAwcCACwtLbFz505kZWWhb9++WLVqFZKSktR+387ODgkJCYiPj4e1tTXmzZsHPT09ZGRkoKSkBP3798eCBQuwZs0atd/r3LkzVq9eDW9vbwwaNAjl5eU4fPgw9PT0IJFIcPjwYfj5+SEyMhIuLi544403cO3aNVhbWwNobkwXGBiIkSNHwtLSEnv27BHnH4yIiKiNkTQ1NTVpexNERERERERExCfpRERERERERG0GQzoRERERERFRG8GQTkRERERERNRGMKQTERERERERtREM6URERERERERtBEM6ERERERERURvBkE5ERERERETURjCkExEREREREbURDOlEREREREREbQRDOhEREREREVEbwZBORERERERE1EYwpBMRERERERG1Ef8P8Gh2wOy87yQAAAAASUVORK5CYII=
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+
+</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;[8]:</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">
+<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>/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[8]:</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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gEAAAAAMAmSdAAAAAAATIIkHQAAAAAAk2AJNgAAYApRUVFitVpFRCQ0NFSio6NdXCMAAPIeSToAADAFq9UqCQkJrq4GAAAuRXd3AAAAAABMgiQdAAAAAACToLs7ANNjnCpwb3h66ZIcj19JTrI9Pp2cdMvz//dMJ0PqBQCAmZCkAzA9xqkCAADgfkF3dwAAAAAATIKWdAAAYAoWf/8sHwMAcD8hSQcAAKbg3a6Nq6sAAIDL0d0dAAAAAACTIEkHAAAAAMAkSNIBAAAAADAJknQAAAAAAEyCieMA3BemLorI8Xhi0vUMjxNuef7ALqsNqRcAAACQES3pAAAAAACYBEk6AAAAAAAmQZIOAAAAAIBJkKQDAAAAAGASJOkAAAAAAJgESToAAAAAACZBkg4AAAAAgEmQpAMAAAAAYBIk6QAAAAAAmARJOgAAAAAAJkGSDgAAAACASXi4ugJmFxUVJVarVUREQkNDJTo62sU1AgAAAADcq0jSb8FqtUpCQoKrqwEAAAAAuA/Q3R0AAAAAAJMgSQcAAAAAwCRI0gEAAAAAMIn7fky6dcbnOR5PvZhk9/hW54e+3M2QegEAAAAA7j+0pAMAAAAAYBIk6QAAAAAAmMR9390dAEREfPyzfgwAAADkJZJ0ABCRhk9zOQQAAIDr8a30Fgr4+mX5GAAAAAAAo5Gk38KYx1u6ugoAAACAREVFidVqFRGR0NBQiY6OdnGNADgDSToAAABwF7BarZKQkODqagBwMmZ3BwAAAADAJEjSAQAAAAAwCZcn6dOnT5eSJUuKj4+P1K1bV7Zu3Zrj+efPn5e+fftK4cKFxdvbW8qVKycrV67Mo9oCAAAAAOA8Lh2TvmTJEhk8eLDMnDlT6tatK1OnTpWIiAg5cOCAhIWFZTr/6tWr8sQTT0hYWJgsXbpUihYtKidOnJDg4OC8rzwAAAAAAAZzaZI+efJk6d27t0RGRoqIyMyZM+X777+XOXPmyPDhwzOdP2fOHDl79qz88ssv4unpKSIiJUuWzMsqAwAAAADgNC7r7n716lXZsWOHNGvW7P8q4+YmzZo1k82bN2f5nG+//Vbq1asnffv2lfDwcKlcubKMHz9eUlNT86raAAAAAAA4jcta0s+cOSOpqakSHh5utz88PFz279+f5XOOHj0q69atk65du8rKlSvl8OHD8sorr8i1a9dk9OjRWT4nJSVFUlJSbD8nJiYa9yIAAAAAADCQyyeOuxNpaWkSFhYmn3zyidSqVUs6deokb7zxhsycOTPb50yYMEHy5ctn24oVK5aHNQYAAAAA4Pa5LEkvWLCguLu7S0JCgt3+hIQEKVSoUJbPKVy4sJQrV07c3d1t+ypWrCjx8fFy9erVLJ8zYsQIuXDhgm07efKkcS8CAAAAAAADuSxJ9/Lyklq1aklMTIxtX1pamsTExEi9evWyfE6DBg3k8OHDkpaWZtt38OBBKVy4sHh5eWX5HG9vbwkKCrLbAAAAAAAwI5fO7j548GDp0aOH1K5dW+rUqSNTp06VpKQk22zv3bt3l6JFi8qECRNEROTll1+WadOmSVRUlPTv318OHTok48ePlwEDBrjyZQAAAOS5qKgosVqtIiISGhoq0dHRLq4RAMAILk3SO3XqJFarVUaNGiXx8fFSvXp1WbVqlW0yubi4OHFz+7/G/mLFisnq1atl0KBBUrVqVSlatKhERUXJsGHDXPUSAAAAXMJqtWYaNggAuPu5NEkXEenXr5/069cvy2OxsbGZ9tWrV0+2bNni5FoBAAAAAJD37qrZ3QEAAAAAuJeRpAMAAAAAYBIk6QAAAAAAmARJOgAAAAAAJkGSDgAAAACASZCkAwAAAABgEiTpAAAAAACYhMvXSQcAAAAgsvTrMzkeT05Os3t8q/NFRJ7pUNDhegHIW7SkAwAAAABgEiTpAAAAAACYBEk6AAAAAAAmQZIOAAAAAIBJkKQDAAAAAGASJOkAAAAAAJgES7ABAACYULuvN+Z4/GLyFdvj08lXbnn+8g6NDKkXAMC5aEkHAAAAAMAkSNIBAAAAADAJknQAAAAAAEyCJB0AAAAAAJMgSQcAAAAAwCRI0gEAAAAAMAmSdAAAAAAATIJ10k0gKipKrFariIiEhoZKdHS0i2sEAAAAAHAFknQTsFqtkpCQ4OpqAAAAAABcjO7uAAAAAACYBC3pAAAAAGwYigm4Fkk6AMCU+JIIAK7BUEzAtUjSAQCmxJdEAABwPyJJBwAAAO4C/v75s3wM4N5Ckp4HrDM/yvF46sWLdo9vdX5on1cMqRcAAADuHu3aj3V1FQDkAZJ0AACAu5Cbf5CkZXgMALg3kKQDAADchfzbv+jqKgAAnIB10gEAAAAAMAmSdAAAAAAATILu7gAAl2ixYmiOx1OSz9keJySfu+X5K9tONKReAAAArkRLOgAAAAAAJkFLugkU8PXN8jEAAAAA4P5Ckm4CY5o85uoqAAAAAABMgO7uAAAAAACYBEk6AAAAAAAmYWh394SEBPn4449l1KhRRhYLALgPWQI8RTM8BgAzi4qKEqvVKiIioaGhEh0d7eIaAbhbGZqkx8fHy5gxY0jSAQAO83qmgqurAAC3zWq1SkJCgqurcVt+/OJMjscvJ6XZPb7V+c07FzSkXgBuuKMkfc+ePTkeP3DggEOVAQAAAADgfnZHSXr16tXFYrGIqmY6lr7fYrEYVjkA94dZ8yNyPH7x0vUMjxNueX7v7qsNqRcAAACQ1+4oSc+fP79MnDhRmjZtmuXxP/74Q1q1amVIxQAAAACzmLEs567sF5NT7R7f6vyX24cbUi8A9547StJr1aol//zzj5QoUSLL4+fPn8+ylR0AAAAAANzaHSXpffr0kaSkpGyPFy9eXD777DOHKwUAAADcTXwD8mf5GADu1B0l6e3atcvxeEhIiPTo0cOhCgEAAAB3m8fbv+XqKgC4R7i5ugIAAAAAAOCGXCXpHTp0kHfffTfT/okTJ0rHjh0drhQAAAAAAPejXCXpGzdulBYtWmTa/9RTT8nGjRsdrhQAAAAAAPejXCXply5dEi8vr0z7PT09JTEx0eFKAQAAAABwP7qjiePSValSRZYsWSKjRo2y27948WKpVKmSIRUDAAAAjBAVFSVWq1VEREJDQyU6OtrFNQKA7OUqSR85cqS0b99ejhw5Ik2aNBERkZiYGPniiy/kq6++MrSCAAAAgCOsVqskJCS4uhoAcFtylaS3atVKVqxYIePHj5elS5eKr6+vVK1aVdauXSuNGzc2uo4AAAAAANwXcpWki4i0bNlSWrZsaWRdAAAAAAC4r+Vq4rht27bJr7/+mmn/r7/+Ktu3b3e4UgAAAAAA3I9ylaT37dtXTp48mWn/33//LX379nW4Urg7RUVFSZcuXaRLly4SFRXl6uoAAAAgFwL980tQQKgEBYRKoH9+V1cHuO/kqrv7vn37pGbNmpn216hRQ/bt2+dwpXB3YlIWAACAu1+3VmNdXQXgvparlnRvb+8sk7FTp06Jh0euh7kDAAAAAHBfy1VG3bx5cxkxYoR88803ki9fPhEROX/+vLz++uvyxBNPGFpBmEfch51zPH498UyGx9Zbnl+8/xeG1AsAAAAA7hW5StLff/99adSokZQoUUJq1KghIiK7du2S8PBwWbBggaEVxN0jv697lo8BAAAAALcnV0l60aJFZc+ePbJw4ULZvXu3+Pr6SmRkpHTu3Fk8PT2NriPuEq83CnF1FQAAAADgrpbrAeT+/v7SsGFDKV68uFy9elVERH744QcREWndurUxtQMAAAAA4D6SqyT96NGj0q5dO9m7d69YLBZRVbFYLLbjqamphlUQAAAAAID7Ra5md4+KipJSpUrJ6dOnxc/PT37//XfZsGGD1K5dW2JjYw2uIgAAAAAA94dctaRv3rxZ1q1bJwULFhQ3Nzdxd3eXhg0byoQJE2TAgAHy22+/GV1PAAAAAADueblqSU9NTZXAwEARESlYsKD8888/IiJSokQJOXDggHG1AwAAAADgPpKrlvTKlSvL7t27pVSpUlK3bl2ZOHGieHl5ySeffCKlS5c2uo4AAAAAANwXcpWkv/nmm5KUlCQiImPHjpWnn35aHn30USlQoIAsWbLE0AoCAAAAAHC/yFWSHhERYXtcpkwZ2b9/v5w9e1ZCQkLsZnkHAAAAAAC3L9frpN8sf/78RhUFAAAAAMB9KVcTxwEAAAAAAOORpAMAAAAAYBIk6QAAAAAAmARJOgAAAAAAJkGSDgAAAACASZCkAwAAAABgEiTpAAAAAACYBEk6AAAAAAAmQZIOAAAAAIBJkKQDAAAAAGASJOkAAAAAAJiEh6srANyJqKgosVqtIiISGhoq0dHRLq4RAAAAABiHJB13FavVKgkJCa6uBgAAAAA4Bd3dAQAAAAAwCZJ0AAAAAABMgiQdAAAAAACTIEkHAAAAAMAkmDgOpvL7R61zPH7tYnKGx6dveX7lV741pF7A3YIVEAAAAO5uJOkAcA9hBQQAAIC7G93dAQAAAAAwCZJ0AAAAAABMgu7uuKvk87Vk+RgAAAAA7gUk6birDHzM19VVAAAAAACnobs7AAAAAAAmQZIOAAAAAIBJkKQDAAAAAGASjEkHANyxqKgosVqtIiISGhoq0dHRLq4RAADAvYEkHQBwx6xWqyQkJLi6GgAAAPccursDAAAAAGASJOkAAAAAAJgE3d0BAJk89c2zOR6/mnzO9jgh2XrL839o86Uh9QKQt5h/AgDyHkk6AAAAssT8EwCQ90jSAQB3zBLgJprhMQC40hvL/87x+LnkVLvHtzp/XLuihtQLAHKDJB0AcMc8O+ZzdRUAAADuSTR/AAAAAABgErSkAwAA3Kee+XpHjscvJF+1PbYmX73l+Us71DKkXgBwP6MlHQAAAAAAkyBJBwAAAADAJEjSAQAAAAAwCZJ0AAAAAABMwhRJ+vTp06VkyZLi4+MjdevWla1bt97W8xYvXiwWi0Xatm3r3AoCAADchyz++cQtMETcAkPE4s/SiwCQF1w+u/uSJUtk8ODBMnPmTKlbt65MnTpVIiIi5MCBAxIWFpbt844fPy6vvvqqPProo3lYWwAAgPtHUPtXXF0FALjvuLwlffLkydK7d2+JjIyUSpUqycyZM8XPz0/mzJmT7XNSU1Ola9euMmbMGCldunQe1hYAAAAAAOdxaZJ+9epV2bFjhzRr1sy2z83NTZo1ayabN2/O9nljx46VsLAw6dmz5y1jpKSkSGJiot0GAAAAAIAZuTRJP3PmjKSmpkp4eLjd/vDwcImPj8/yOT/99JN8+umnMmvWrNuKMWHCBMmXL59tK1asmMP1BgAAAADAGVze3f1OXLx4UZ5//nmZNWuWFCxY8LaeM2LECLlw4YJtO3nypJNrCQAAAABA7rh04riCBQuKu7u7JCQk2O1PSEiQQoUKZTr/yJEjcvz4cWnVqpVtX1pamoiIeHh4yIEDB+TBBx+0e463t7d4e3s7ofYAAAAAABjLpS3pXl5eUqtWLYmJibHtS0tLk5iYGKlXr16m8ytUqCB79+6VXbt22bbWrVvL448/Lrt27aIrOwAAAADgrubyJdgGDx4sPXr0kNq1a0udOnVk6tSpkpSUJJGRkSIi0r17dylatKhMmDBBfHx8pHLlynbPDw4OFhHJtB8AAAAAgLuNy5P0Tp06idVqlVGjRkl8fLxUr15dVq1aZZtMLi4uTtzc7qqh8wAAAAAA5IrLk3QRkX79+km/fv2yPBYbG5vjc+fOnWt8hQAAAAAAyEJUVJRYrVYREQkNDZXo6GhDyzdFkg4AAAAAwN3AarVmmvzcSPQjBwAAAADAJEjSAQAAAAAwCZJ0AAAAAABMgiQdAAAAAACTIEkHAAAAAMAkSNIBAAAAADAJknQAAAAAAEyCJB0AAAAAAJMgSQcAAAAAwCQ8XF0BALgVP/+sHwMAAAD3GpJ0AKbX7CkuVQAAALg/0N0dAAAAAACTIEkHAAAAAMAkSNIBAAAAADAJknQAAAAAAEyCJB0AAAAAAJMgSQcAAAAAwCRY1wgA7iL9lj2Z4/GzydcyPE645fkiItPar3K4XgAAADAGLekAAAAAAJgESToAAAAAACZBkg4AAAAAgEmQpAMAAAAAYBIk6QAAAAAAmARJOgAAAAAAJkGSDgAAAACASZCkAwAAAABgEiTpAAAAAACYBEk6AAAAAAAmQZIOAAAAAIBJkKQDAAAAAGASJOkAAAAAAJiEh6srAAAAADiTd0BIlo8BICunp3+T4/HUi8l2j291fljfNncUnyQdAAAA97SHOox0dRUA4LbR3R0AAAAAAJMgSQcAAAAAwCRI0gEAAAAAMAmSdAAAAAAATIIkHQAAAAAAkyBJBwAAAADAJEjSAQAAAAAwCZJ0AAAAAABMgiQdAAAAAACTIEkHAAAAAMAkSNIBAAAAADAJknQAAAAAAEyCJB0AAAAAAJMgSQcAAAAAwCRI0gEAAAAAMAmSdAAAAAAATIIkHQAAAAAAkyBJBwAAAADAJEjSAQAAAAAwCZJ0AAAAAABMgiQdAAAAAACTIEkHAAAAAMAkSNIBAAAAADAJknQAAAAAAEyCJB0AAAAAAJMgSQcAAAAAwCRI0gEAAAAAMAmSdAAAAAAATIIkHQAAAAAAk/BwdQUAAAAAALhbFPANyPKxUUjSAQAAAAC4TW817ujU8unuDgAAAACASZCkAwAAAABgEiTpAAAAAACYBEk6AAAAAAAmwcRxAHAP8QiwiIhmeAwAAIC7CUk6ANxDSrbnsg4AAHA3o7s7AAAAAAAmQZIOAAAAAIBJkKQDAAAAAGASJOkAAAAAAJgESToAAAAAACZBkg4AAAAAgEmQpAMAAAAAYBIk6QAAAAAAmARJOgAAAAAAJkGSDgAAAACASZCkAwAAAABgEiTpAAAAAACYBEk6AAAAAAAmQZIOAAAAAIBJkKQDAAAAAGASJOkAAAAAAJgESToAAAAAACZBkg4AAAAAgEmQpAMAAAAAYBIk6QAAAAAAmARJOgAAAAAAJkGSDgAAAACASZCkAwAAAABgEiTpAAAAAACYBEk6AAAAAAAmQZIOAAAAAIBJkKQDAAAAAGASJOkAAAAAAJgESToAAAAAACZBkg4AAAAAgEmQpAMAAAAAYBIk6QAAAAAAmARJOgAAAAAAJuHh6goAZhQVFSVWq1VEREJDQyU6OtrFNQIAAABwPyBJB7JgtVolISHB1dUAAAAAcJ+huzsAAAAAACZBSzruO5s/efqW56RcvJLh8elbPqfeS/9zuF4AAAAAQEs6AAAAAAAmQZIOAAAAAIBJ0N0dyEKQnyXLxwAAAADgTCTpQBZeaurt6ioAAAAAuA+Zorv79OnTpWTJkuLj4yN169aVrVu3ZnvurFmz5NFHH5WQkBAJCQmRZs2a5Xg+AAAAAAB3C5cn6UuWLJHBgwfL6NGjZefOnVKtWjWJiIiQ06dPZ3l+bGysdO7cWdavXy+bN2+WYsWKSfPmzeXvv//O45oDAAAAAGAsl3d3nzx5svTu3VsiIyNFRGTmzJny/fffy5w5c2T48OGZzl+4cKHdz7Nnz5avv/5aYmJipHv37nlSZwAAAADmFhUVJVarVUREQkNDJTo62sU1Am6PS5P0q1evyo4dO2TEiBG2fW5ubtKsWTPZvHnzbZWRnJws165dk/z582d5PCUlRVJSUmw/JyYmOlZpAAAAAKZntVolISHB1dUA7phLu7ufOXNGUlNTJTw83G5/eHi4xMfH31YZw4YNkyJFikizZs2yPD5hwgTJly+fbStWrJjD9QYAAAAAwBlcPibdEe+8844sXrxYli9fLj4+PlmeM2LECLlw4YJtO3nyZB7XEgAAAACA2+PS7u4FCxYUd3f3TN1QEhISpFChQjk+9/3335d33nlH1q5dK1WrVs32PG9vb/H2ZjktAAAAAID5ubQl3cvLS2rVqiUxMTG2fWlpaRITEyP16tXL9nkTJ06Ut99+W1atWiW1a9fOi6oCAAAAAOB0Lp/dffDgwdKjRw+pXbu21KlTR6ZOnSpJSUm22d67d+8uRYsWlQkTJoiIyLvvviujRo2SRYsWScmSJW1j1wMCAiQgIMBlrwMAAAAAAEe5PEnv1KmTWK1WGTVqlMTHx0v16tVl1apVtsnk4uLixM3t/xr8Z8yYIVevXpVnnnnGrpzRo0fLW2+9lZdVBwAAAADAUC5P0kVE+vXrJ/369cvyWGxsrN3Px48fd36FAAAAAABwgbt6dncAAAAAAO4lJOkAAAAAAJgESToAAAAAACZBkg4AAAAAgEmQpAMAAAAAYBKmmN0dAAAAAO7E7x8n5Hj82sVUu8e3Or/yf8INqRfgKFrSAQAAAAAwCVrSAQDAfSUqKkqsVquIiISGhkp0dLSLawQAwP8hSQcAAPcVq9UqCQk5d3sFANyd7oUbsSTpAAAAAIB7wr1wI5Yx6QAAAAAAmAQt6QAA4J7RaumKW55zOTnZ9vh0cvItn/PdM20dqxQAAHeAlnQAAAAAAEyCJB0AAAAAAJOguzsAALivWPwDsnwMIO/cCzNwA85Ckg4AAO4rPu2ecXUVgPvevTADN+AsdHcHAAAAAMAkSNIBAAAAADAJknQAAAAAAEyCMekAAAAA7jn5/PJn+RgwO5J0AAAAAIbaPM+a4/GUS6l2j291fr0eoXdch4FN3rrj5wBmQHd3AAAAAABMgiQdAAAAAACToLs7AACAwaKiosRqvdF9NzQ0VKKjo11cIwC4N5z+cE2Ox1MTL9s9vtX5Yf2fMKReRiJJBwAAMJjVapWEhARXVwMAcBciSQcAALhDbZauyvF4UvL/teScTr58y/O/eeZJQ+oFALj7kaQDAAAAyFNBfgWyfAyAJB0AAMBwFv/ALB8DuOGlp8a4ugqAaZGkAwAAGMyvXRdXVwEAcJdiCTYAAAAAAEyCJB0AAAAAAJMgSQcAAAAAwCRI0gEAAAAAMAmSdAAAAAAATIIkHQAAAAAAkyBJBwAAAADAJEjSAQAAAAAwCZJ0AAAAAABMwsPVFQAAAAAAwAgFfIOyfHw3IUkHAAAAANwT3mrUzdVVcBjd3QEAAAAAMAmSdAAAAAAATIIkHQAAAAAAkyBJBwAAAADAJEjSAQAAAAAwCZJ0AAAAAABMgiQdAAAAAACTIEkHAAAAAMAkSNIBAAAAADAJknQAAAAAAEyCJB0AAAAAAJPwcHUFAAAAAACuExUVJVarVUREQkNDJTo62sU1ur+RpAMAAADAfcxqtUpCQoKrq4H/j+7uAAAAAACYBEk6AAAAAAAmQXd3AAAAALiHJUzZnePx1MSrdo9vdX74oGqG1AtZoyUdAAAAAACToCUdAAAAAO5j+X2Cs3wM1yBJBwAAAID72FsN+ru6CsiA7u4AAAAAAJgESToAAAAAACZBkg4AAAAAgEmQpAMAAAAAYBIk6QAAAAAAmARJOgAAAAAAJkGSDgAAAACASZCkAwAAAABgEiTpAAAAAACYBEk6AAAAAAAmQZIOAAAAAIBJkKQDAAAAAGASJOkAAAAAAJgESToAAAAAACZBkg4AAAAAgEmQpAMAAAAAYBIk6QAAAAAAmARJOgAAAAAAJuHh6goAAAAAAO5tUVFRYrVaRUQkNDRUoqOjXVwj8yJJBwAAAAA4ldVqlYSEBFdX465Ad3cAAAAAAEyCJB0AAAAAAJMgSQcAAAAAwCRI0gEAAAAAMAkmjgMAAAAAOCQh+pccj6cmptg9vtX54VH1DanX3YiWdAAAAAAATIIkHQAAAAAAkyBJBwAAAADAJEjSAQAAAAAwCZJ0AAAAAABMgtndAQAAAABOld83KMvHyIwkHQAAAADgVG817O3qKtw16O4OAAAAAIBJkKQDAAAAAGASJOkAAAAAAJgESToAAAAAACZBkg4AAAAAgEmQpAMAAAAAYBIk6QAAAAAAmATrpAMAAABALkRFRYnVahURkdDQUImOjr7jMuLfP2JonQq9+qCh5SHvkaQDAAAAQC5YrVZJSEhwdTVwj6G7OwAAAAAAJkGSDgAAAACASdDdHQAAAACyEDc5Psfj1xNT7R7f6vzigwsZUi/c22hJBwAAAADAJEjSAQAAAAAwCbq7AwAAAEAu5PfJn+VjwBEk6QAAAACQC6/XH+3qKuAeRHd3AAAAAABMgiQdAAAAAACTIEkHAAAAAMAkSNIBAAAAADAJknQAAAAAAEzCFEn69OnTpWTJkuLj4yN169aVrVu35nj+V199JRUqVBAfHx+pUqWKrFy5Mo9qCgAAAACA87g8SV+yZIkMHjxYRo8eLTt37pRq1apJRESEnD59Osvzf/nlF+ncubP07NlTfvvtN2nbtq20bdtWfv/99zyuOQAAAAAAxnJ5kj558mTp3bu3REZGSqVKlWTmzJni5+cnc+bMyfL86OhoefLJJ+W1116TihUryttvvy01a9aUadOm5XHNAQAAAAAwlocrg1+9elV27NghI0aMsO1zc3OTZs2ayebNm7N8zubNm2Xw4MF2+yIiImTFihVZnp+SkiIpKSm2ny9cuCAiIomJiSIicvHyZUdeQibe/7/cjPImRkoWZ+aeX5YxrhkaIzGLGJfyIEaSwTGyi5MXki9fN7S8rF5HXsS4nAcxriTfGzGuGhwjuzjXk53/XryWbOx1K+sYV+6JGHnhWrKxn1VZ/66S77oY2cdJukdiXLonYqQkX3R6jMuGx/DNtC/Z4Bg34nhl2pdk+GvJIsZlo2N4Z9p3yfAYmf8mF68YHcPP6TGy/B5/xdj3oW+WMYy9ZmUVQ0Tk4mVj4/hkmfcY+1nik5hou66o6q2foC70999/q4joL7/8Yrf/tdde0zp16mT5HE9PT120aJHdvunTp2tYWFiW548ePVpFhI2NjY2NjY2NjY2NjY3NpdvJkydvmSe7tCU9L4wYMcKu5T0tLU3Onj0rBQoUEIvFcltlJCYmSrFixeTkyZMSFBTklHoSw1wx8ioOMYhxt8bIqzjEIIaz3CuvhRjEcJZ75bUQ4/6LkVdx7jSGqsrFixelSJEitzzXpUl6wYIFxd3dXRISEuz2JyQkSKFChbJ8TqFChe7ofG9vb/H2tu8eExwcnKv6BgUFOfWfiRjmi5FXcYhBjLs1Rl7FIQYx7uY4xCDG3Rojr+IQgxh3c5w7iZEvX77bOs+lE8d5eXlJrVq1JCYmxrYvLS1NYmJipF69elk+p169enbni4isWbMm2/MBAAAAALhbuLy7++DBg6VHjx5Su3ZtqVOnjkydOlWSkpIkMjJSRES6d+8uRYsWlQkTJoiISFRUlDRu3FgmTZokLVu2lMWLF8v27dvlk08+ceXLAAAAAADAYS5P0jt16iRWq1VGjRol8fHxUr16dVm1apWEh4eLiEhcXJy4uf1fg3/9+vVl0aJF8uabb8rrr78uZcuWlRUrVkjlypWdVkdvb28ZPXp0pm7zxLh3Y+RVHGIQ426NkVdxiEGMuzkOMYhxt8bIqzjEIMbdHMeZMSyqtzMHPAAAAAAAcDaXjkkHAAAAAAD/hyQdAAAAAACTIEkHAAAAAMAkSNIBAAAAADAJknTcFebPny8pKSmZ9l+9elXmz5/vghoBAAAAgPGY3f0edu3aNXnyySdl5syZUrZsWVdXxyHu7u5y6tQpCQsLs9v/77//SlhYmKSmprqoZuYUHx8vv/76q8THx4uISKFChaRu3bpSqFAhQ+NcuHDBLka+fPkMLX/+/PnSqVOnTEtbXL16VRYvXizdu3c3NJ6ISGJioqxbt07Kly8vFStWNKTMy5cvi6qKn5+fiIicOHFCli9fLpUqVZLmzZsbEkNEJCYmRmJiYuT06dOSlpZmd2zOnDkOl5+amiru7u62n3/99VdJSUmRevXqiaenp8Plu0pqaqrs3btXSpQoISEhIa6uzi19++23t31u69atcx1nx44dUqtWrVw/32xefPFFiY6OlsDAQLv9SUlJ0r9/f0PeI9k5d+6cfPfdd065Zjnb6dOn5cCBAyIiUr58+Uyfw45y9udIjx49pGfPntKoUSNDy83oXvqOcuXKFdmzZ0+WnyO5vZ4kJibe9rlBQUG5ipGVw4cPy5EjR6RRo0bi6+srqioWi8Ww8kVE0tLS5PDhw1n+voz6nzt//rxs3bo1yxh34zXFmQ4cOCAffvih/PnnnyIiUrFiRenfv7+UL1/esBjnz5+XpUuXypEjR+S1116T/Pnzy86dOyU8PFyKFi1qWBxRZGnRokXZHnv11VfzsCaOKViwoB48eDDP4qWkpOjJkyf1xIkTdpujLBaLnj59OtP+Xbt2aUhIiMPl3+yPP/7QH374Qb/55hu7zSixsbH69NNP64MPPqgPPvigtmrVSjdu3OhwuZcuXdKuXbuqu7u7enh4aFhYmIaFhamHh4e6u7trt27dNCkpyeE4s2bN0ooVK6qbm5vdVrFiRZ09e7bD5adzc3PThISETPvPnDmjbm5uhsTo2LGjfvjhh6qqmpycrGXLllVPT0/18PDQpUuXGhLjiSee0BkzZqiq6rlz5zQ8PFwfeOAB9fHx0Y8++siQGG+99Za6ublpnTp1tE2bNtq2bVu7zRH//POPNmjQQN3d3bVRo0Z69uxZbdmypVosFrVYLFquXDn9559/DHkdqqqpqanZ7jfiehIVFWX7P71+/bo2aNBALRaL+vv76/r16x0u/1bi4uI0MjIy189P/73fanP0PWKxWPTBBx/UcePG6d9//+1QWdmpXLmyjh07VuPi4pxSfkbZXU+sVqu6u7s7NfauXbsc/ntUr15da9SocVubERITE7Vbt27q4eFh+5/y8PDQrl276vnz5x0uP68+R9q0aaOenp5apkwZHTdunP7111+GlZ3OYrFk+b/1999/q4+Pj0Nl//rrr3r9+nXbz9999502atRIixQporVq1dJ58+Y5VH5GP/zwg4aGhhp+PUl/fk6bEdesdGfOnNGmTZvayjxy5IiqqkZGRurgwYMNiaGqunnzZi1VqpSt/kZef9N9++23GhgYqBaLRfPly6fBwcG2zajvv9evX9fZs2dr586dtWnTpvr444/bbXdLjKVLl6qHh4c+8sgjOmjQIB00aJDWq1fP0O9zu3fv1tDQUC1Tpox6eHjY/rfeeOMNff755w2JkY4kPRv58uXTlStXZto/cOBALVSokMPlf//999qzZ0997bXX9M8//7Q7dvbsWcP+YQcOHKjDhg0zpKycHDx4UBs2bGj4RTf9S4mbm5tWqVLF7ktI1apVNTAwUDt27GjY6zhy5IhWrVrVVu+MF1ujLrgLFixQDw8PffbZZzU6Olqjo6P12WefVU9PT124cKFDZffs2VPLli2rq1atsvtQv379uq5evVrLlSunvXr1cijGxIkT1c/PT4cPH67r16/Xffv26b59+3T9+vU6YsQI9ff31/fee8+hGOny4uZMeHi47tq1S1VVFy5cqGXKlNGkpCT96KOPtHr16obEKFCggP7++++qeuOLadWqVTU1NVW//PJLrVChgiExChUqpPPnzzekrJs9//zzWr9+ff3222+1U6dOWr9+fX300Uf1r7/+0hMnTmiDBg20b9++Dse5cOGCduzYUX18fDQsLExHjhxp938cHx9vyPuwaNGium3bNlVVXb58uRYpUkQPHDigb775ptavX9/h8m/FiIQtL1gsFu3du7ftRl/Lli11+fLldn8TI2IUKFBA3d3dNSIiQpcuXarXrl0zrHzVG/9X58+fV4vFoocPH9YLFy7YtrNnz+q8efO0cOHCDsfIadu0aZPDf/O33nrLtg0fPlyDgoIyfRkNCgrS4cOHOxQn3bPPPmv7PEl/HatWrdLy5ctrp06dHCo7Lz9HVFVPnz6tkyZN0qpVq6qHh4c++eST+tVXX+nVq1cdKjf9M9zNzU3HjRtn+zk6OlonT56sbdu2dfhzJOPNpW+//Vbd3Ny0e/fuOn36dO3Vq5d6eHjosmXLHIqRrkyZMvrKK69ofHy8IeWli42Nve3NCM8//7xGREToyZMnNSAgwJZIrVq1SitVqmRIDFXVatWqaceOHXXfvn167tw5PX/+vN1mhLJly2pUVJQhDSzZ6du3r/r7++uzzz6rUVFROnDgQLvtbolRunRpHTlyZKb9o0aN0tKlSxsSo2nTpvraa6+pqtr9b/38889aokQJQ2KkI0nPxv/+9z/Nly+fbtq0ybavX79+WqRIkUxJ9Z1auHChuru7a8uWLbVhw4bq4+Ojn3/+ue24UV9EVW/UOSgoSGvVqqUvvfSS7cM8fTNK/fr1tVGjRrpy5Ur97bffdNeuXXZbbqV/IbFYLPrqq6/afUkZP368Llq0SFNSUgx7HU8//bS2adNGrVarBgQE6L59+3TTpk1ap04dQ1q6VVUrVKigkydPzrR/0qRJDidswcHB+vPPP2d7/KefftLg4GCHYhQvXlyXLFmS7fHFixdrsWLFHIqRlzdnfHx8bK14zz//vO2m1okTJ9Tf39+QGL6+vrYW4I4dO+pbb72lqjdaVH19fQ2JkT9/fj18+LAhZd2scOHCunnzZlVV/ffff9VisejatWttx2NiYgz5ABwwYICWK1dOv/rqK501a5aWKFFCW7ZsaXuPx8fHq8VicTiOt7e3njx5UlVVe/furVFRUaqqevToUQ0MDHS4/Jt74Ny8TZkyxSlJ+uXLlw0tL7118Nq1a7p06VJt0aKFuru7a3h4uA4dOlQPHDhgSIy///5bly9frq1atVIPDw8NDQ3VIUOG6L59+wx4FbduxXN3d9f//ve/To1hZMua6o0bsm+++Wam/aNGjXKol0ZGfn5+dt+B0m3cuFH9/PwcKjsvPkeys2PHDu3Xr5/6+PhowYIFdeDAgbnucViyZEktWbKkWiwWLVasmO3nkiVLarly5bR58+a6ZcsWh+qbsZW+YcOGmW7CjBs3Th955BGHYqQLDAx02udIXsp48z1jInXkyBHDPtdVb7xHDh06ZFh52cVIr7+zFChQQL///vu7Poavr2+Wf4+DBw8a9l0rKCjI9h7J+L91/Phx9fb2NiRGOg/jOs7fW1q2bCkfffSRtG7dWtasWSOffvqpfPPNN7J+/XopV66cQ2W/9957MnnyZBkwYICIiHz55Zfy4osvypUrV6Rnz55GVN/m999/l5o1a4qIyMGDB+2OGTkuZ9euXbJjxw6pUKGCYWWKiIwePVpEREqWLCmdOnUSHx8fQ8u/2ebNm2XdunVSsGBBcXNzEzc3N2nYsKFMmDBBBgwYIL/99pvDMY4ePSqtWrXKtL9169by+uuvO1R2WlqaeHl5ZXvcy8sr03imO3X69GmpUqVKtserVKkiZ86ccShG27ZtReTG/1VERIQEBATYjnl5eUnJkiWlQ4cODsVIV6xYMdm8ebPkz59fVq1aJYsXLxaRG2NIjfp/K1OmjKxYsULatWsnq1evlkGDBonIjd+lUePvevXqJYsWLZKRI0caUl5G586ds42zyp8/v/j5+UmJEiVsx8uUKSOnTp1yOM6KFStk3rx58thjj4nIjf+Dli1bSqtWrWzjsI24boWHh8u+ffukcOHCsmrVKpkxY4aIiCQnJ9uNuc+ttm3bisViEc1hyhejrr+pqakyfvx4mTlzpiQkJMjBgweldOnSMnLkSClZsqQhnykeHh7SoUMH6dChg/z9998yZ84cmTt3rrz//vvSoEED2bhxo8Plt23bVtq2bSunTp2SuXPnymeffSZTpkyRunXrSq9eveTFF1/Mdfnr168XVZUmTZrI119/Lfnz57cd8/LykhIlSkiRIkUceg2BgYHyxhtvSN26dbM8fujQIfnPf/7jUIyMvvrqK9m+fXum/d26dZPatWsbMr6+QIECWY4Pz5cvn8NzN+TF50hWTp06JWvWrJE1a9aIu7u7tGjRQvbu3SuVKlWSiRMn2q7Nt+vYsWMiIvL444/LsmXLnD6nxcGDB2Xq1Kl2+zp06CDvvfeeIeU/88wzEhsbKw8++KAh5aXbs2fPbZ9btWpVh+MlJSXZ5oDJ6OzZs5nmuHFE3bp15fDhw1KmTBnDyrxZRESEbN++XUqXLu20GF5eXk59DXkV47HHHpNNmzZlivPTTz/Jo48+akgMb2/vLOdYOHjwoISGhhoSw8bQlP8eNH36dPX29tYHHnjAsLtl/v7+evToUbt969at04CAAJ0xY4ahLel5pXbt2lnecTfSuXPndNasWTp8+HD9999/VfXGHXEjx5cFBwfb/jalS5fWdevWqarq4cOHDbsL9+CDD+rMmTMz7Z8xY4aWKVPGobK7dOmiNWrU0J07d2Y6tnPnTq1Vq5Z27drVoRiPPvqodu/ePcsuqdevX9fu3btro0aNHIqRbu7cuXrlyhVDysrO9OnT1cPDQ4ODg7VatWq28dAffPCBPvbYY4bE+Oqrr9TT01Pd3Nz0iSeesO0fP368Pvnkk4bEGDBggAYHB2ujRo20X79+hvaaKV68uP7666+2n4cNG2Z7D6re6L5dsGBBh2Ko3rgLfvO1MTExUevVq6dNmjTRo0ePGnJtHD16tObLl08rVKigxYsXt/2Pffrpp4a0SBUpUkRXrFiR7fHffvvNsGv8mDFjtHTp0vr555+rr6+v7a7+4sWLHX4t2Y3hTrd27Vrt0qWL02KsX79eu3Xr5lDLV0hIiFqtVlVVfeGFFzQxMTHXZeXkscce03fffTfb47t27TKkF0i68PBw/eyzzzLt/+yzzzQsLMyQGB9//LE2a9ZMT506Zdt36tQpbd68eZafYXciLz9Hrl69qkuXLtWWLVuqp6en1qpVS2fMmKEXLlywnbNs2TKHe5k5i8Vi0fXr1+vu3bu1RIkSunXrVrvj+/fv14CAAENiJSUlaYsWLbRHjx76/vvv23Xfj46OznW5Nw8hdNY8GumeeuopW0+TgIAAPXr0qKampmrHjh21Q4cOhsRQvfF/U6lSJf3ss890+/btunv3brvNCLNnz9bixYvr6NGjdenSpU6ZK+n999/XV155RdPS0gwpLy9jZPxdzJgxQ0NDQ7Vv3766YMECXbBggfbt21fDwsJs8wI5qmfPntq2bVu9evWq7X/rxIkTWqNGDVuvPKMwu3sGgwcPznL/V199JTVr1rS7szh58uRcxylSpIgsW7ZMHnnkEbv9GzZskKefflqioqJkwoQJhs8G+sUXX0jr1q3F39/fkPIy3knavn27vPnmmzJ+/HipUqVKppmeHW0t3LNnjzRr1kzy5csnx48flwMHDkjp0qXlzTfflLi4OMOWYXv00UdlyJAh0rZtW+nSpYucO3dO3nzzTfnkk09kx44d8vvvvzscY8aMGTJw4EB58cUXpX79+iIi8vPPP8vcuXMlOjraodaWc+fOSZcuXWT16tUSEhJim2n29OnTcv78eYmIiJBFixZJcHBwrmPs2bNHIiIi5Nq1a9KoUSMJDw8XEZGEhATZuHGjeHl5yY8//iiVK1fOdYx0J0+eFIvFIg888ICIiGzdulUWLVoklSpVkpdeesnh8tPt2LFD4uLi5IknnrC12n///fcSHBwsDRo0MCRGfHy8nDp1SqpVqyZubjdWv9y6dasEBQUZ0gPl8ccfz/aYxWKRdevW5brsNm3aSJMmTSQqKirL49OnT5dly5ZJTExMrmOIiFSoUEEmT54sLVq0sNt/6dIlad68uSQnJ8vevXsNuTYuXbpUTp48KR07drT9f82bN0+Cg4OlTZs2DpXdunVrqV69uowdOzbL47t375YaNWo43KtF5EYvho8//liaNm0qgYGBsnv3bildurTs379f6tWrJ+fOnct12W5ubhIfH2/4bN53GiMxMTHXnyEBAQGyZ88eKV26tLi7u0t8fLzxrR0iMmvWLLl8+bKth9zNEhISZObMmbbeYY565513ZMyYMdK7d2+pU6eOiNxYbWHOnDkycuRIGT58eK7KrVGjhl0vj0OHDklKSooUL15cRETi4uLE29tbypYtKzt37sx1/fPyc6RgwYKSlpYmnTt3lt69e0v16tUznXP+/HmpUaOGrWU8N/766y/59ttvJS4uTq5evWp3zJHvjG5ubnY9cyZPniwDBw60HV+8eLG8/fbb8scff+Q6RrpPP/1U+vTpIz4+PlKgQAG7/wWLxSJHjx7NVbknTpy47XMz9tLKrd9//12aNm0qNWvWlHXr1knr1q3ljz/+kLNnz8rPP/9sWE+B9M/yjNL/VhaLxZDPqqxiZIxlRIx27drJ+vXrJX/+/PLQQw9l+g6/bNmyXJXbvn17u5/XrVtneIycfj8ZGfW7unDhgjzzzDOyfft2uXjxohQpUkTi4+OlXr16snLlSsNyLBGWYLOT05fcjBz9wtu2bVupVq2ajBkzJtOx2NhYefrpp+Xy5cuGJ+lBQUGya9cuw7rMpH9wpNMslrYw6kLVtGlTqVWrlkycONHui+gvv/wiXbp0kePHjztUfrrVq1dLUlKStG/fXg4fPixPP/20HDx4UAoUKCBLliyRJk2aGBJn+fLlMmnSJLslIl577TWHk4N0+/fvl82bN9sta1OvXj3DhiNcvHhRPv/8c9myZUumGF26dDGsC/ejjz4qL730kjz//PMSHx8v5cqVk8qVK8uhQ4ekf//+MmrUKIfKv3btmlSoUEH+97//GbbcWlYxfH19ZdeuXYZ84TSjrVu3ip+fn8Ovb8CAAXLq1Cn56quvMh27ePGiPPHEE7Jt2zaHryfOXtpv06ZNkpSUJE8++WSWx5OSkmT79u3SuHFjh+KIiPj6+sr+/fulRIkSdtfGffv2SZ06deTSpUu5LnvDhg3SoEED8fBw3si4yMhI+eCDDzIti2aUJ554QhISEqRWrVoyb9486dSpk/j6+mZ5rjOXYHOGL7/8UqKjo+0+R6KiouTZZ5/NdZlZfS/JjqM3HPLqc2TBggXSsWNHpw6Xi4mJkdatW9tukFWuXFmOHz8uqmpLFHPr5gQ3ICBAChQoYPs5vZHCiKW4ChUqJAMGDJDhw4ffdvJjVhcuXJBp06bJ7t275dKlS1KzZk3p27evFC5c2LAYt7r5YMQNh7wQGRmZ4/HPPvvMKeUaEcNVfv75Z7v/rWbNmhkegyTdBTZs2CC//PKLjBgxIsvj69evl/nz5xv+D5vxC5wRNmzYcNvnOvplNF++fLJz50558MEH7V7HiRMnpHz58nLlyhWHys/J2bNnJSQkxPC1NXFrISEhsmXLFilfvrx88MEHsmTJEvn555/lxx9/lD59+uT6rn5GRYsWlbVr1zotSRcRKV26tCxfvlyqVavmtBj3gnPnzsk///wjDz30UJbHL168KDt37nT4enIvrWlcq1YtGTRokHTr1s3u2jh27FhZs2aNbNq0ydVVdKmEhASZMmWKHDlyRJYtWyYRERHZjkldvnx5HtfOvFJTU+Xnn3+WqlWrOtTz6n5Rp04deeqpp2TMmDG292FYWJh07dpVnnzySXn55ZddXcXbkj9/ftm2bZvhY9Kzsm/fvix7HeR2LXbgXsPEcS7QuHHjHL9kPv7447fdqu9KRrQC3a48najh/0sfHpBxkiFnxTCye0xOzp07J999950hd9zj4+Pl119/tbWAFC5cWOrUqSOFChVyuOx0165ds32hXrt2re3Du0KFCoZMVCYi0rdvX3n33Xdl9uzZTmsxfOONN+T111+XBQsWOO3/KSkpSd555x2JiYmR06dPZ+pKbcQNjewY9X8VEhIiISEh2bZ0e3t731G3yexk1etH5EZ31awmynJUSkqKiIihExalGzVqlPTo0UP+/vtvSUtLk2XLlsmBAwdk/vz58r///c/h8q9evSorVqzI1DOnfv360qZNmxwnqrxTcXFxcurUKXFzc5PSpUvbtRbmVnh4uLzzzjsiIlKqVClZsGCBIeXeqYSEBPn4448d7v2TrnTp0rJt27ZMr+X8+fNSs2ZNh9/v7u7u0rx5c/nzzz9dkqRfu3ZNTp06Zetm74i8uDb++eef8sUXX4jIjYkQL1++LAEBATJ27Fhp06aNU5L0yMhIGTdunMOTHmbUo0cPWbJkicOT2Obk6NGj0q5dO9m7d69dN/70a7IRN0k/++wzCQgIkI4dO9rt/+qrryQ5OVl69OjhcIx0R44ckalTp9p6tFSqVEmioqIMvdGxYcMGef/99+1ivPbaa4ZNhpbOarXKgQMHRESkfPnyhn6/btKkiSxbtizT9SQxMVHatm3rUG+TjJKSkmTDhg1Z3gDKbjjSnRgwYICUKVMmU1nTpk2Tw4cPZ5rY0SGGjnC/Dxw+fNiwNcybNm2qn332md3kJc60adMmp03CNWfOHP3yyy8z7f/yyy917ty5DpeflxM1pAsMDHT6shd5ESMjI9ZnvnTpknbt2lXd3d3Vw8NDw8LCbOsou7u7a7du3Qxbz7NOnTo6bNgw3bhxo/r4+NiWVNm8ebMWLVrUkBht27bVwMBALVy4sDZv3lzbtWtntxmhevXqGhAQoN7e3lquXDm7JeVq1KhhSIznnntOCxcurEOHDtUpU6bo1KlT7TZnMnrd7+wmEztz5oxDcfJyab8ff/xRn3rqKQ0ODrYtwxUcHKxPPfWUrlmzxpAY6TZu3KjNmjXT0NBQ9fX11QYNGujq1asdLvfQoUNaunRp9fHx0caNG+uzzz6rzz77rDZu3Fh9fHy0TJkyhkyoOn36dC1evHimZcsaNGig27dvd7h8MzD6PZJxWa6M4uPj1cvLy5AYtWrVsltqMS8Z+fvKi2tjeHi4bcnAihUr2ib02rVrl8NLft08GVn65unpqcuXLzd0krL+/ftrvnz5nDIBabq8WOq2bNmytol/M4qNjdVy5coZEkP1xrrrXl5eWqdOHdvvqE6dOurt7a0//vijITEWLFigHh4e+uyzz9om8Hv22WfV09NTFy5caEiMS5cuaWRkpLq7u9sm8fPw8NAXX3zRsO9z2V2zEhIS1MPDw5AYO3fu1EKFCmlQUJC6u7traGioWiwW9ff311KlShkSo0iRIll+Lu3YscOw76XpaEm/Q5cuXbqjbt45eeihh2TEiBHyyiuvSMuWLaVbt27SokWLTJMpOCLjnauGDRva9ht952rChAny8ccfZ9ofFhYmL730ksN3LSdNmiTPPPOMhIWFyeXLl6Vx48a2iRrGjRvnUNnZ0TwYCWJ0jKx6G2R08eJFh2NERUXJ1q1b5fvvv5dmzZrZlqxKTU2VmJgY6d+/v0RFRcmsWbMcjvXuu+9Ku3bt5L333pMePXrYuot/++23tsmSHBUcHGzYcm7ZSV9Szpl++OEH+f777w2b6C6jvPi/ykid1NKdV0v7zZs3T3r16iXPPPOMTJkyxW5SrB9//FFatGghn376qTz//PMOxxK5MXfDmjVrDCkro5dfflmqVKkiv/32W6bxwYmJidK9e3fp27evrF69Otcx3n//fZkyZYqMGDFCfHx8ZPLkydK5c2d5+OGHZdGiRdKoUSPZsGGD1K5d29GXIyLOa2W51RJT6a1TjkpfilDkxhwqGd8P6dfgkiVLGhLrv//9r7z66qvy9ttvS61atTL1+DJqzLizOfPamO6RRx6Rn376SSpWrCgtWrSQIUOGyN69e7OcJPhOVa9ePdslHTt06GDoJGV79+6VGjVqiIhkmijXqCF/ebHUbVxcnJQqVSrT/hIlSkhcXJzD5acbPny4DBo0yNZbJ+P+YcOGyRNPPOFwjHHjxmVaHnDAgAEyefJkefvtt6VLly4Oxxg8eLBs2LBBvvvuO9v75KeffpIBAwbIkCFDbMuU5kbGa+O+fftsPbJEblyzVq1aZVvi1VGDBg2SVq1aycyZMyVfvnyyZcsW8fT0lG7dumU78e2d+vfff7P8HhIUFGT8spGGpvz3gJuXm7h5Gzp0qKF3w1NTU3X16tXao0cPDQoK0pCQEO3du7fGxsYaUn5e3LlSVfX29tZjx45l2n/s2DH18fExLM6mTZt0+vTp+u677xreGnWzgIAAp7dyGx0jfQmT7DYjljgJDg7Wn3/+OdvjP/30k6FL2Vy/fl3Pnj1rt+/YsWM5Lg11PypZsqStJcdoefF/pZp3Ld1z587Vy5cvO1xOdsqWLavTpk3L9vj06dMdXm7xZtu2bdP58+fr/PnzDWt99vX11b1792Z7fM+ePQ4vTVmyZElduXKl7ecDBw5ogQIFbEtzDRgwwG7ZQkc4s5UlpyWmjHyP3Fxmxs3Ly0vLlSun3333ncNxMsa6+f1vxGu5uTfRzVuFChUM+67lzGtjuiNHjthasy9duqT/+c9/tEqVKtq+fXs9fvy4Q2VXq1ZNW7ZsqX/++aceP35cjx8/rseOHVMPDw9ds2aNbd/dIi+Wui1WrFiWy5OtWLHC0NZOb29vPXjwYKb9Bw4cUG9vb0NieHl5Zdlj6dChQ4bFKFCggK5fvz7T/nXr1jm8vGrG60dW10c/Pz/99NNPHYqRLl++fLp//37b4/T3/ZYtW7R8+fKGxHjooYf0ww8/zLT/gw8+0IoVKxoSIx0t6TcZOHCgFC5cONtxdjffeXeUm5ubNG/eXJo3by4zZ86U7777TsaNGyeffvqpQ3dF8/LOlciNFvM9e/ZkuoO/e/duQ8f/NWzY0K5HgDP98MMPhv6O8iJGYGCgvPHGG1K3bt0sjx86dMihJd5ERNLS0nIch+rl5WXI0lLp3N3dJSQkxG6fUS1F6a5fvy6xsbFy5MgR6dKliwQGBso///wjQUFBdq2tZvb222/LqFGjZN68eeLn52do2XnxfyWSdy3dPXr0kPPnz8vnn38uR44ckddee03y588vO3fulPDwcIffk3FxcTnO9Nq0aVMZMmSIQzHS/fXXX9K5c2f5+eefbWP9zp8/L/Xr15fFixfblpfLjeDgYDl+/Hi2s/YfP37c4fHKp0+ftpu0sWzZsnLhwgWxWq1SuHBhefHFFw275juzlSV//vwyceJEadq0aZbH//jjD2nVqpVDMUTEdm0tVaqUbNu2TQoWLOhwmdlZv36908ret2+fPPfcc1m2doqInDp1Sg4ePGhILGdeG9NlnJDX399fZs6caVjZW7dulaFDh0qHDh3k888/t7V0i9xY0vdumUE8XeXKlWX37t1SqlQpqVu3rkycOFG8vLzkk08+MWxi486dO8uAAQMkMDBQGjVqJCI3xnVHRUXJc889Z0gMEZHQ0FDZtWuXlC1b1m7/rl27DFu6slixYhITEyNlypSx27927VopVqyYITGSk5NtPb4yCgsLk+TkZIfKPnbsmKiqlC5dWrZu3Wo3zt3Ly0vCwsJsPTId5enpaVuVICwsTOLi4qRixYqSL18+OXnypCExBg8eLP369ROr1Wpb8SkmJkYmTZpk7Hh0EVrSb1ayZEldsmRJtsd/++03Q1vS0506dUqnTJmitWrVUovFonXr1nWovLy8c6WqOnToUC1RooSuW7dOr1+/rtevX9eYmBgtUaKEDhkyxJAYa9eu1REjRmjPnj01MjLSbjPK448/rufOncu0/8KFC4bNReDMGI899pi+++672R7ftWuXWiwWh2J06dJFa9SooTt37sx0bOfOnVqrVi3t2rVrrsuvUaOGreU8vWU1u80Ix48f1woVKqifn5+6u7vbejYMGDBA//Of/xgS4/r16/ree+/pww8/rOHh4RoSEmK35dbNv5/AwEANCAjQypUrG/q7yov/q4zmzp3rtPkzVG+M8QwNDdUyZcqoh4eH7W/+xhtv6PPPP+9w+TVr1tTXXnst2+NDhw7VmjVrOhxHVTUiIkLr1q1raz1QVd2/f7/Wq1dPIyIiHCp75MiRGhISopMnT9bdu3drfHy8xsfH6+7du3Xy5MmaP39+HT16tEMxqlevrp988ont55iYGPXz89O0tDRVvfFaAgMDHYqRzpmtLM2bN9e333472+NGv0fudrVq1dKPPvoo2+OOftfKq2tjuri4OD158qTt519//VWjoqL0448/NqR8VdWVK1fqAw88oOPHj9fU1FT18PDQP/74w7Dy023btk1fe+017dSpk1PmaFm1apV+/fXXqnqjNbh8+fJqsVi0YMGCGhMTY0iMlJQUffbZZ9Visainp6d6enqqu7u7RkZGakpKiiExVFXHjBmjwcHB+s477+jGjRt148aNOmHCBA0ODtaxY8caEuOjjz5SLy8v7dOnj6231H/+8x/19vbWmTNnGhKjSZMm2rFjR7seZsnJydqxY0dt2rSpITHywhNPPGEbp9+rVy+tU6eOfv755xoREaF16tQxLM5HH32kRYsWteVUpUqV0nnz5hlWfjpa0m9Sq1Yt2bFjR7brjGY3Lig3EhMT5euvv5ZFixZJbGyslC5dWrp27SpLlixxeFbIvLxzJXLjTvXx48eladOmthmy09LSpHv37oaMGR8zZoyMHTtWateuLYULF3bacmixsbFZ9pa4cuWKYUsZOTNGly5d5PLly9keL1SokMNr206bNk26dOkitWrVkpCQENvd4tOnT8v58+clIiJCpk2bluvy27RpY5sFOy/GckdFRUnt2rUz9fpo166d9O7d25AYY8aMkdmzZ8uQIUPkzTfflDfeeEOOHz8uK1ascGi257z4/Yjkzf9VRk2aNBGr1WprBd66dassWrRIKlWqJC+99JLD5Q8aNEheeOEFmThxot363C1atDBkfN+kSZPk6aefllWrVkmzZs3sxqTHxMTI0aNH5fvvv3c4jsj/LelZvnx5277y5cvLhx9+6PDMv2PHjhV/f3957733ZMiQIbbrrqpKoUKFZNiwYTJ06FCHYowYMUK6desma9euFR8fH1m2bJkMGDDAFis2Njbblvw75cxWlj59+khSUlK2x4sXL+7wsqoffPDBbZ9rxCzGq1atkoCAAFtPhunTp8usWbOkUqVKMn369Ew9nO5EgwYNchynn7EFNDfy6tqYrkuXLvLSSy/J888/L/Hx8dKsWTOpXLmyLFy4UOLj4w2Z1f+pp56S7du3S2RkpPzwww8G1DqzxYsXS/fu3SUiIkJ+/PFHad68uRw8eFASEhKkXbt2hsSIiIiwPS5Tpozs378/y6Vu//rrLylSpEiu1mv38vKSJUuWyNtvvy27d+8WX19fqVKliuG9DkaOHCmBgYEyadIk27LKRYoUkbfeesuQ96DIjblBChUqJJMmTZIvv/xSREQqVqwoS5YskTZt2hgSIzo6WiIiIuSBBx6wzf2ze/du8fHxcWjOkYzmz5+f43EjVh0aP368bY6ccePGSffu3eXll1+WsmXLypw5cxwuP93LL78sL7/8slitVvH19XVaj0vWSb/Jvn37JDk5OdtJaq5duyb//POPIW90X19fCQkJkU6dOknXrl0NmxjHlQ4dOiS7du0y/IJYuHBhmThxomETLd0sfXhA9erVZd26dXbLZKUPD/j444/l+PHjpo6Rl/bv359pWaZ69epJhQoVXFyzO1OgQAFbkpNxnenjx49LpUqVHO7qJSLy4IMPygcffCAtW7aUwMBA2bVrl23fli1bZNGiRQa8knvHo48+aveFt1y5clK5cmU5dOiQ9O/f3+EvvPny5ZOdO3fKgw8+aPc3P3HihJQvX16uXLni8Gs4fvy4zJgxQ7Zs2ZLpPdKnTx/DhmyUK1dOPv/880wTKW7dulW6dOkihw8fNiTO0aNHJSEhQURuvI7suinnxg8//CCff/65pKSkSEREhN3NsX///VdExJBhU82bN5cXXnhBunTpIr1795Y9e/bIgAEDZMGCBXLu3Dn59ddfHY7hTDf/zq1WqyQnJ9sNc/Dz85OwsDBDlhWrUqWKvPvuu9KiRQvZu3ev1K5dW4YMGSLr16+XChUqOHzT4V4SEhIiW7ZskfLly8sHH3wgS5YskZ9//ll+/PFH6dOnj+FLYH7wwQeyfv16+fDDDx0a0nKzqlWryn/+8x/p27ev7dpYqlQp+c9//iOFCxeWMWPGGBbrVoKCgmTXrl2GdYF3tvTkMOON37tJcnKyLFy4UPbv3y8iN24EdO3aVXx9fQ0p/+abeteuXZPk5GTx8vISPz8/OXv2rCFx7imGt83jtv3444+amprq9Djz58/X+vXra+HChW2Ti0yePFlXrFhhWIwxY8ZkuUxDcnKyjhkzxuHy8+fPr4cPH3a4nOzkxfCAvBqCcPXqVW3SpEmWk5ncrVJSUvTkyZN64sQJu80IwcHBti6DGSfy27Rpk4aFhRkSw8/Pz1bfQoUK6Y4dO1T1xmRDQUFBhsTo2bNnlhO/3I2Cg4Nt3ZKjo6O1fv36qqq6evVqQ5ZRCQ0NtQ3XyPg3//HHH/WBBx5wuPy8tGLFCq1Tp45u27bNtm/btm36yCOP6PLly11XMRPatm2bbZKqhIQEjYiI0MDAQK1Zs6Ztece7xcKFC7VBgwaZhjk8+uij+vnnnxsSw9/f3zYh7OjRo7VDhw6qemOpofDwcENi5IVSpUrpmTNnMu0/d+6cYcsyZfxdtWrVSt955x1VVT1x4oShk+c6m5+fn+115M+fX/fs2aOqqvv27dNChQrlaV0cmVj3+vXrOnv2bO3cubM2bdpUH3/8cbsN5nDw4EFt2rSprlq1ytVVuW3x8fHarVs3LVy4sLq7u2eaSNdIdHfPRsalyzIycumyCRMmyMMPP+zUGDNmzJBRo0bJwIEDZdy4cbbJ6EJCQmTq1KmGdZUZM2aM9OnTJ9OkLMnJyTJmzBiHW7569eolixYtkpEjRzpUTnbyYnhAXg1B8PT0vOVyQM507tw5+e677wzpunTw4EHp2bOn/PLLL3b71cAlZ5o3by5Tp06VTz75RERuDGm5dOmSjB49Wlq0aOFw+SIiDzzwgJw6dUqKFy8uDz74oPz4449Ss2ZN2bZtm61rv6OsVqs8+eSTEhoaKs8995x069bN1m3NCGfOnJE5c+Zk6j1Rv359eeGFF+z+nx117do12+9l7dq10rp1axERqVChgpw6dcrh8lu3bi1jx461dR20WCwSFxcnw4YNc/pyfEa4uVtoUlKS1K1b1zbU6Pr16+Lh4SEvvviiw91+9+3bJ9OmTcuy10y/fv2kUqVKDpWfLjU11e769+uvv0pKSorUq1fPkGVJVVXCwsJsXefDwsJk1apVDpeb0alTpyQmJkby588vzZo1s5tgMykpSSZNmmRIt2eRG91sly5dmmmYw5QpU+SZZ56Rrl27OhzDy8vL1pNo7dq1tmt6/vz5b7ksY07u5POpatWquY6T7vjx41l+VqSkpMhff/3lcPkiN5bUnTlzprRs2VLWrFkjb7/9toiI/PPPP4ZNnjthwgQJDw+XF1980W7/nDlzxGq1yrBhwxyOERISYmsRLlq0qPz+++9SpUoVOX/+vCG9yvJKVFSUzJ07V1q2bCmVK1c2dIhkzZo1JSYmRkJCQqRGjRo5lr1z585cxcifP78cPHhQChYsmOl6f7PctkB/++238tRTT4mnp6fd0o5ZSf8MNlrZsmXlnXfekW7dutla8O/Urf4GGeX275HRCy+8IHFxcTJy5EinDr8VESFJz0ZejE3esGGD02N8+OGHMmvWLGnbtq3dOo61a9eWV1991ZAYItmva7x79267bt25deXKFfnkk09k7dq1UrVq1Uxf2iZPnuxQ+end8o2cldwVMdJ169ZNPv3000xrd+aFuLg4iYyMNCRJj4yMFA8PD/nf//7ntIvhpEmTJCIiQipVqiRXrlyRLl26yKFDh6RgwYLyxRdfGBKjXbt2EhMTI3Xr1pX+/fvb/j5xcXF2a5864ptvvpFz587JV199JYsWLZLJkydLhQoVpGvXrtKlSxeHuldv27ZNIiIixM/PT5o1ayblypUTkRtjrD/44AN55513ZPXq1YYN2XH2F95JkybJM888I2FhYXL58mVp3LixxMfHS7169QyZQ+NWdu/eLTVr1sz1TSbDZ5DNxg8//CBt27aVmjVrSps2bezG1q9Zs0Zq1qwp33zzjd0Y0zt16tQp6dixo2zZskUaNGggK1askOeff15WrlwpIje+xMXGxkrhwoUdei2qKmXKlJE//vgj00zMRti2bZs0b95c0tLS5Nq1a1K0aFFZsWKFPPTQQyIicunSJUNuWKc7deqUXL9+PdP+1NRU27AERzVs2FAGDx4sDRo0kK1bt8qSJUtE5MbNU0e6WOe07rfI/8394+iN2NtZU96oYRvvvvuutGvXTt577z3p0aOH7Qbpt99+m2koSm59/PHHWQ6Neuihh+S5554zJElv1KiRrFmzRqpUqSIdO3aUqKgoWbdunaxZsybblQvMaPHixfLll18adqM9o4zz5rRp08Yp30umTJli6zY/ZcoUp8Ro27atxMfHS1hYWI43c41qEMmOh4eH/PPPP7l+fl7PP/HTTz/Jpk2bpHr16k6PxZj0m9xrY5N9fX1l//79UqJECbuxl4cOHZKqVavmOBnU7Ui/w3fhwgUJCgqyu5CkpqbKpUuXpE+fPjJ9+nSH4jz++OM5HjdyqZgFCxbIzJkz5dixY7J582YpUaKETJkyRUqXLm1YzwNnx+jfv7/Mnz9fypYtK7Vq1RJ/f3+7447c1LhVC8qePXukcePGhlzU/f39ZceOHU4f5379+nVZvHix7NmzRy5duiQ1a9Y0dCzWzbZs2SK//PKLlC1b1pBlmbLy119/yRdffCFz5syRQ4cOZfmF/nY98sgjUq1aNZk5c2amLwuqKn369JE9e/bI5s2bHa22iNy4SdquXTtJTEyUHj162CZ8ef3112X//v2ybNkyQ+L89NNPdn/znJZNM9Lu3bulRo0aeXLDzhHVqlWTNm3ayNixY7M8/tZbb8myZcsc6rnTvXt3OXLkiAwfPlwWLlwoJ0+eFHd3d/niiy8kNTVVunTpItWrV3doMsp0Dz30kHz66afyyCOPOFzWzZ544gkpVqyYzJ49W5KSkmTYsGHy5Zdfypo1a6RGjRqSkJAgRYoUMezLbqtWreTvv/+W2bNnS82aNUVEZMeOHfLSSy9J0aJFb9kydjvi4uLklVdekZMnT8qAAQOkZ8+eInJj4sXU1NQ7msguoxMnTtz2uY7Ma5M+4VhWNwQ8PT2lZMmStkkejZCamiqJiYl2Y2+PHz9umyfAUT4+PvLnn39murFw9OhR201mR509e1auXLkiRYoUkbS0NJk4caLts+rNN990aLLAO5XxO+udKlKkiMTGxtpuKMP1br4mqaqcOnVKpk2bJsWKFXPaZIhGq1SpkixcuNBuKUSnMbTz/D3gXhqbrKpasWJF29jzjON7PvjgA0OWHpk7d65+9tlnarFYNDo6WufOnWvbFi1apL/88ovDMfLSRx99pAULFtT//ve/6uvra/t9ffbZZ/rYY4/dNTEee+yxbDdHx2Nl/P/Naks/boTatWvrpk2bDCnLlcaPH5/le/rTTz+1jV000tWrV3X58uXaoUMH9fHx0SJFijhUno+Pj/7555/ZHv/zzz8NH3d5/fp121J86Y4dO6YJCQmGxnGGm5ctunlr0qSJU5byvHz5sl64cMFuc4SPj4/dmOeb7d+/3+G/e+HChXXz5s2qqvrvv/+qxWLRtWvX2o7HxMRo6dKlHYqR7ttvv9WGDRvq3r17DSkvo5CQED1w4IDdvgkTJmhISIhu3bpV4+PjDf2bnz59Wp966im1WCzq5eWlXl5e6ubmpk899dRd8R5Jt2HDBr127Vqm/deuXdMNGzYYEqNkyZJqtVoNKetWTp8+rZs2bdJNmzbp6dOnDS27TJkyumDBgkz758+fb9jYejMJDAzM9Zj0999/X1955RXbUo7OkhfzHbi5uWX5nj5z5oxh15R58+ZluexpSkqKYUuL3ZzruLm5aXh4uHbu3Fn/+ecfQ2JkdPHiRUM/D9OtXr1amzdvbpu7wZlI0m9y/PhxPXbsmFosFt22bZseP37ctv3zzz96/fr1uyJGulmzZmnRokV18eLF6u/vr1988YX+97//tT02SmxsbJYftEaJjIzUxMTETPsvXbpk6DrpFStWtE22lPGmxt69e7VAgQJ3TQxnCgoK0nfffVdjY2Oz3GbNmmXYB0dMTIzWq1dP169fr2fOnHHKBbdYsWL6/PPP6+zZs3P9heBWSpQooT///HOm/Vu2bNGSJUsaFmfdunXaq1cvDQkJ0Xz58mlkZKSuXbvW4S8qJUuWzPGDet68eVqiRAmHYmSUnJxsNxHl8ePHdcqUKYZOLrN27Vpt2bKlli5dWkuXLq0tW7bUNWvWGFK2h4eHPvXUU/rCCy9kubVu3dqw98ilS5e0b9++GhoamuVNM0dUqFBBJ02alO3xSZMmOby+uI+Pj8bFxdl+9vf310OHDtl+PnHihPr6+joUI11wcLAtmfXx8dGQkBC7zREhISG6e/fuTPvfe+89DQ4O1mXLljnlxsyBAwf0m2++0W+++SbTTQJH5UVykBcx8kL6dxF3d3dbEuLh4aEvvvhilpPq5sa7776rBQoU0Dlz5ti+M3766adaoEABHT9+vCExvv/++yyvs6tXr9aVK1caEuN2OTJxXNu2bTVfvnxaqlQpffrpp52y3rvqjcQzq//f+Ph49fT0dGqMv//+27Cb4/fK+/Do0aPaokUL9fPzc1rjUcbPkYCAAEM/R27GmPSb3Gtjk3v16iW+vr7y5ptvSnJysnTp0kWKFCki0dHR8txzzxkWp3HjxnLkyBH57LPP5MiRIxIdHS1hYWHyww8/SPHixW3j8nJr3rx58s4772Ra2uLy5csyf/58w9Y/PHbsWJZdWLy9vXNcA9dsMZwpvWtl48aNszweHByc7VjDO5Xe/bhJkyZ23azVwInjxo8fLxs3bpR3331XevfuLUWLFpXGjRtL48aN5bHHHjNk/Gp8fHyWY2pDQ0MNmQhN5MYkP2fPnpUnn3xSPvnkE2nVqpVhk9K9+uqr8tJLL8mOHTukadOmmdb9njVrlrz//vuGxBK5Mc6vffv20qdPHzl//rzUrVtXPD095cyZMzJ58mR5+eWXHSr/o48+kqioKHnmmWckKipKRG4MQWjRooVMmTJF+vbt61D5FStWlA4dOti6B99s165d8r///c+hGOmGDh0q69evlxkzZsjzzz8v06dPl7///ls+/vhjh+ekGDt2rHTp0kViY2OzXO991apVDi8fGBYWJqdOnZJixYqJiEi/fv3shoCdO3cu03Cd3HLmWP7KlSvLL7/8kmmis1dffVXS0tKkc+fOhsR59NFHpU2bNtK6dWspV66cbXOG7K7jKSkpdpPiORojq/G2//77r2F/d5EbE/dt2LBB4uLiMs0FZMR61oMHD5YNGzbId999Jw0aNBCRG8NpBgwYIEOGDJEZM2Y4HOO1116Tf//9V1555RXba/Dx8ZFhw4bZ1uh21PDhw7O8bqSlpcnw4cPlqaeecjjGiy++KNHR0Zm+zyUlJUn//v1t3+f27dsnRYoUyVWM4OBgw9Z1z0pezHeQPpzEYrHI7Nmz7dbiTk1NlY0bNxo2FDC79+Fff/1l99rMrlu3bqKqMmfOHAkPD3fKWP68mhNGROjunpO8WLosL2KkS0pKclo3uNjYWPX19dVmzZqpl5eX7e7nhAkTbMu25MaFCxf0/PnzarFY9PDhw3atqGfPntV58+Zp4cKFjXoZTh8ekFcxVG8sN/Taa69pp06dDL2L/Mknn2h0dHS2x+Pj4/Wtt95yKEa67Frr0zej/fPPP/rFF19o165d1cPDw7A7r3nRTfGTTz7Rc+fOGVJWVhYvXqx169ZVDw8Pu5aiunXr6pIlSwyNVaBAAf39999V9UZvoKpVq2pqaqp++eWXWqFCBYfLL1q0qH744YeZ9k+bNs3hoQGqqi+88IK+8sor2R7ft2+fYT0oihUrZlt6LzAw0NYKPX/+fH3qqaccLv/nn3/WTp06afHixW3dqosXL66dOnUyZDhT69atderUqdkenzZtmjZp0sThOM42a9Ys7datW7bH33nnHUP+5vPmzdP27dtrQECAVqhQQYcOHao//fSTod16o6OjNTo6Wt3c3HTcuHG2n6Ojo3Xy5Mnatm1brV69ukMx0j+L3NzctEWLFnafT61bt9aSJUtqRESEIa9n586dWqhQIQ0KClJ3d3cNDQ1Vi8Wi/v7+hl1/CxQokOUSmOvWrdOCBQsaEiPdxYsXdevWrbp3794suyg7wsfHJ8tuvMeOHVM/Pz9DYmTXamu1WtXd3d2QGM6Wscv2zd24vby8tFy5cvrdd985FKNkyZJasmRJtVgsWqxYMdvPJUuW1HLlymnz5s11y5YtDsWoXr261qhRQ93c3LRKlSpao0YN21a1alUNDAzUjh07OhQjXVpamn755Zf68ssva4cOHZzSu8Hf3z/HIVp3G1rSs5EXS5fl1fJo6fz8/DItkWaU4cOHy3//+18ZPHiw3d3RJk2aODThT3BwsFgsFrFYLFm2FlgsFhkzZkyuy7/Z4MGDpW/fvnLlyhVRVdm6dat88cUXMmHCBJk9e/ZdE2Px4sXSvXt3iYiIkB9//FGaN28uBw8elISEBIfvLvfu3TvH4+Hh4TJ69GiHYqRr3LixXLlyRfbs2SOnT592Wu+T5ORk+emnnyQ2NlbWr18vv/32m1SuXFkee+wxQ8rv3bu3DBw4UK5duyZNmjQREZGYmBgZOnSoDBkyxLAYGSUmJsq6deukfPnyUrFiRYfL79Spk3Tq1EmuXbsmZ86cERGRggULGrI81s2Sk5Nt15Eff/xR2rdvL25ubvLII4/c0aRT2Tl//rw8+eSTmfY3b97ckBmSZ86cmWMvj4oVK8qxY8ccjiNyY6Kn9ImVgoKCbMvxNGzY0OEeByIi9evXl/r16ztcTna++eabHI8//PDD2fbauVMrV64Ud3f3TLPR//jjj5KamupQK2GvXr2kV69e2R4fNmyYIf9b3bt3l+7du0tKSorExMTIN998Ix07dpTU1FRp2bKltG7dWiIiIhya9HLKlCkicqN1bebMmXZL43l5eUnJkiVl5syZDr2O9NY5VZXAwEC7+np5eckjjzxyy8+a2zVo0CBp1aqVzJw5U/LlyydbtmwRT09P6datm60njaOSk5NtPU0yCgsLM3zpsoCAAHn44YclMTFRfvjhB8Ou8SI3/i5Hjx7NtBrI4cOHHe7ZkJiYKHpjmK1cvHhRfHx8bMdSU1Nl5cqVhkywlxfSv4uUKlVKtm3bJgULFjQ8RvpnxOOPPy7Lli1zyqR96TOj79q1SyIiIuxa69Pf60YtSzpw4ED5+OOP5fHHH3daK/fDDz8sJ0+etFua0pmuXLmSqWdOUFCQcQFceYfAzO6Vscnx8fHarVs3LVy4sLq7uxs6XjEjf39/PXr0qKrav5Zjx46pt7d3rsuNjY3V9evXq8Vi0WXLltm1ov7yyy/6999/G1L/jD7//HMtU6aM7a5o0aJFdfbs2XdVjCpVqui0adNU9f/+Hmlpadq7d28dNWqUw+VfvXpVmzRpogcPHnS4rJz88MMPtlaPrCYdMUK9evXUx8dHa9SooYMGDdIVK1ZkmrDMUWlpaTp06FD18fGxvff8/Px0zJgxhsXo2LGjrXU4OTlZy5Ytq56enurh4aFLly41LE5eqFKlikZHR2tcXJwGBQXZWmy3b9+u4eHhDpffuXNnnThxYqb97733nnbq1Mnh8vNSlSpVbL1KmjZtqkOGDFHVG62hRYsWdWXVTKdKlSr6/fffZ9r/ww8/aNWqVQ2JMWrUKFuvuLy0ZcsWff3117Vy5crq6+urLVu21J9++smhMh977DGn9s5RVX3ttdfsxmwfO3bM8Pkn8uXLZ2tdy5cvn+7bt09Vb/zOHJ1TIV2TJk20Y8eOevnyZdu+5ORk7dixozZt2tSQGHlxjX/ppZe0SpUqevjwYdu+Q4cOadWqVbVnz54OlX2rSWfd3d31v//9r6Mvwearr77Sjh07at26de1aiI3ssXivmDt3rt3/rjOEhIRkef010uHDh7VZs2Y6d+5c3b59u+7evdtuM4Iz54G5GS3p2bhXxia/8MILEhcXJyNHjnTaOtMiN1q8T506lWkMzm+//SZFixbNdbnpLSjHjh2T4sWLO63+GXXt2lW6du0qycnJcunSJafc2XV2jCNHjkjLli1F5Mbd0KSkJLFYLDJo0CBp0qSJw70PPD09HVp26Xb1799fOnbsKKNGjcqylcII+/fvF39/f6lQoYJUqFBBKlasaPgda4vFIu+++66MHDlS/vzzT/H19ZWyZcsaNmZcRGTjxo3yxhtviIjI8uXLRVXl/PnzMm/ePPnvf//r8N3w3bt3y3fffSf58+eXZ5991q7lIDExUQYOHGjY3BCjRo2SLl26yKBBg6Rp06ZSr149EbnR4mnEsieVKlWScePGSWxsrK3sLVu2yM8//yxDhgyxW1rK0fGqaWlpcvjw4Sx7gjRq1MihskVEIiMjZffu3dK4cWMZPny4tGrVSqZNmybXrl1zaKnFdCtXrpRly5ZJ/vz5JTIy0q7F7ty5c9KhQwdZt26dw3FERA4dOiTr16/P8ndlxPrihw4dkkqVKmXaX6FCBTl8+LDD5Yvc6Bkwbtw4ady4sfTs2VM6dOhg6Ps8O3Xr1pW6devKuHHj5MiRI/Ltt986PN9F9erVs1x+z2KxiI+Pj5QpU0batGljN4fAnfrtt99k/vz5tvknHnnkEUPnnxC58XmVvhxbWFiYxMXFScWKFSVfvnxy8uRJh8sXuTFO9cknn5QHHnjAtkb67t27xcfHR1avXm1IDGdf40VEJk6cKE8++aRUqFBBHnjgARG5MS750UcfdXjekfXr14uqSpMmTeTrr7+2+7/x8vKSEiVK5HoM+s0++OADeeONN+SFF16Qb775RiIjI+XIkSOybds2h+ccuZkz5jsYPHiwvP322+Lv7y+DBw/O8VwjrvM9evRwuIxbyZcvX66W07sTVqtVjhw5IpGRkbZ96UswGjWPkTPngcnE0JT/HnKvjE0OCAjQ3377zZCycjJkyBBt2LChnjp1yjYu8qefftLSpUsbMj55zpw5+uWXX2ba/+WXX+rcuXMdLv9eU7RoUd2zZ4+q3mg9WrRokaqq/vLLLxoUFGRIjIEDB+qwYcMMKSs7gYGBdnf0nSEtLU13796t0dHR2r59ey1YsKAWKVJEO3furJ988olTYxsp4yzZzz//vO1vc+LECfX393eo7NWrV6uXl5c+9NBDWrx4cS1QoICuW7fOdtzo5aVUVU+dOqU7d+7U1NRU275ff/01x6XgblfGsX05bY6OV928ebOWKlUqy3GLzpox9/jx4/r1118b0mqwcOFCdXd315YtW2rDhg3Vx8dHP//8c9txI//un3zyibq7u2t4eLhWq1ZNq1evbtuM+jwMDw/XmJiYTPvXrFmjoaGhhsRQvTEGun///lqwYEENDg7WPn366NatWw0rP6Nt27bp/Pnzdf78+bp9+3ZDy37sscc0KChI/f39tWbNmlqzZk0NCAjQfPnyad26dTU4OFhDQkL0jz/+yHUMZ88/oar6xBNP6MKFC1VVtVevXlqnTh39/PPPNSIiQuvUqWNIDNUb8/588sknOnjwYB08eLDOmjVLk5OTDSvfmdf4jNLS0nT16tU6ceJE/fDDDw1bCi/d8ePH7a7rzlC+fHnb956M369Hjhypffv2NSyOs+Y7yNiLxZlL6qa7fv26vvfee/rwww9reHi4U2Ysnzt3rj733HOGviduVrFiRW3fvr1u2bJFjx07Zrd6llE9nJw9D0xGJOnZyIuly/IiRsWKFXXnzp2GlJWTlJQU7dWrl21SKU9PT3Vzc9Nu3boZsqRc2bJl7ZKCdLGxsVquXDmHy0+XF8MD8iJG586dbUsnjR07VkNDQ7VXr15aokQJwybo6NevnwYFBWmtWrX0pZde0kGDBtltRoiMjDR8qEFO0tLSdNu2bdqjRw9DJ47LC2XLltUlS5bopUuXNDQ01JaM7Nq1y+HhM/Xq1dPXX39dVW/8jt59910NCAjQH374QVWdk6TfC6pVq6YdO3bUffv26blz5/T8+fN2m9lVr17dbpLIJUuWqL+/v+09aeTfvXjx4vrOO+8YUlZ2nNmVNytXr17Vr7/+Wp9++mn19PTUKlWq6NSpUw352588eVIbNmyoFovF9kXaYrFogwYN9OTJkwbUXnXKlCnavn17u+Uuz58/r88884xOnTpVk5KStE2bNtq8efNcx/D19dUTJ06o6o3u3Ok39ePi4gxbem/btm227w8JCQkaERGhgYGBWrNmTd21a5fD5V+9elVLly5t60bvLM68xue1c+fO6erVq3XBggU6b948u80Ivr6+tqQsNDTU9nc+ePCg5s+f35AYqqqNGzfW3r17a2pqqu1mQFxcnDZq1Ei//vprw+I428iRI7Vw4cL6/vvvq4+Pj7799tvas2dPLVCgQI4TBd+J5ORkjYiI0ICAAK1cubJThiD4+fnZLeHpDP7+/rZrVtGiRfXXX39V1RvLvxl5s0yV7u7Zyouly/IixtSpU2X48OHy8ccfZ5oIxEheXl4ya9YsGTVqlOzdu1cuXbokNWrUkLJly8rly5cdmsRGRCQuLi7L5SxKlCghcXFxDpWdUV4MD8iLGNOmTZMrV66IiMgbb7whnp6e8ssvv0iHDh3kzTffNCTG77//bluO7eDBg3bHjHpN06ZNk44dO8qmTZukSpUqmSYpM2LpnJ07d0psbKzExsbKTz/9JBcvXpQqVapI//79DZuwKi8MHDhQunbtKgEBAVKiRAnbpHcbN26UKlWqOFT2H3/8IQsWLBCRG3/boUOHygMPPCDPPPOMLF68WB5++GFHqy/t27e/7XOXLVuWqxjpy1e1adPGkKX1buXQoUOydOlSKVOmjKHlZuyOfyuOvEcOHTokrVq1sv387LPPSmhoqLRu3VquXbtm6BJH586dk44dOxpWXlac2ZU3K6oq165dk6tXr4qqSkhIiEybNk1Gjhwps2bNkk6dOuW67F69esm1a9fkzz//tE2SdODAAYmMjJRevXrJqlWrHK7/e++9J2vWrLGbCClfvnzy1ltvSfPmzSUqKkpGjRolzZs3z3WMMmXKyIoVK6Rdu3ayevVqGTRokIiInD592rAJmGrXrm17HBYWZsjvJiNPT0/b560zOfMan1FMTIxMmTJF/vzzTxG5MdHlwIEDbUuiOuq7776Trl27yqVLlyQoKMju+4LFYpHu3bs7HKNQoUJy9uxZKVGihBQvXly2bNki1apVk2PHjhm2RKzIjQnXPv74Y3FzcxN3d3dJSUmR0qVLy8SJE6VHjx539Ll2u9InhU0fomeEhQsXyqxZs6Rly5by1ltvSefOneXBBx+UqlWrypYtWwz5rtWjRw/ZsWOHdOvWzWkTxzVp0kR2795t+GduRqVLl7YNwa1QoYJ8+eWXUqdOHfnuu+8kODjY2GCGpvz3KGcuXebsGMHBwerl5aVubm4aEBDglC4sqqr9+/fPcv+lS5f0sccec7j8YsWK6TfffJNp/4oVKwydHCkvhgc4K8agQYP00qVLqqq6YcMGvXbtmuEx8trs2bPVw8NDAwICtESJEoZ2RU7n7u6utWvX1iFDhui33357V7RwZmfbtm26bNkyvXjxom3f//73P4cnkAoNDc2yK+0XX3yhfn5+OmPGDIdbVF944QXb1qNHDw0KCtJixYrZlmcpXry4BgUF6QsvvJDrGHmxfFVGjz/+uK23gZHyqrt+4cKFdfPmzZn2x8bGakBAgL7xxhuGtaS/+OKLOmPGDEPKyomzu/Kq3pjgsG/fvpo/f34tXLiwDhs2zK5154MPPtCwsDCHYvj4+GTZS2779u2GtUD7+/tnuazY+vXrNSAgQFVVjxw5ooGBgbmO8dVXX9l63j3xxBO2/ePHj9cnn3wy1+VmJSEhQTdu3KgbN27U06dPG1r2uHHjtEePHk7/3HXWNT7d9OnT1cPDQ5977jnbsnudO3dWT09P22S0jipbtqxGRUXZTRhotJ49e9p6ZUybNs22RHBwcLC++OKLhsUpWLCgbQLdsmXL2iY8/PPPPw1bsi4vJgz08/OztQ4XKlRId+zYoao33t9GDZH08/PTTZs2GVJWdj7++GMtVqyYjh49WpcuXarffPON3WaEyZMn23oXrFmzRn18fNTb21vd3NxyXE40N0jS73Fz587NcTNK6dKlM80afunSJW3YsKE2bNjQ4fKHDh2qJUqU0HXr1un169f1+vXrGhMToyVKlLDNZmyEvBge4KwYHh4eGh8fr6rZr0N6twkPD9dx48Y5dfxaxq6cd6OGDRvqe++959SZ9p944gl97733sjy2aNEi25dsowwdOlR79eplN1Tm+vXr+tJLL+mrr77qcPlXrlzR77//Xl966SUtXLiwhoWFaWRkpC5fvtzh8XIZZ5JdtmyZVqpUST/77DOnzTTrTG3atMl2NYj169erv7+/YX/38ePHa8GCBbVHjx76/vvv263NbUR3y6tXr6q7u7vu3bvXgNpmr3Llyurh4aEtWrTQ5cuXZzncy2q1qsVicShO2bJlbd0sM/r111/1wQcfdKjsdF26dNFSpUrpsmXL9OTJk3ry5EldtmyZli5d2rYm/BdffKG1atVyKI4z559QVU1MTNRu3brZhuNZLBb18PDQrl27GnZTtm3bthoYGKiFCxfW5s2bO2UN6LxQtGhRW0KY0bRp07RIkSKGxPDz87ONEXeW1NRUuxsmX3zxhfbv318/+OADTUlJMSxOXsx3EB4ebuuuv3DhQi1TpowmJSXpRx99pNWrVzckRrly5Wxrrjdo0EAnTJigqqqLFy82bL6O8uXLO/1zL6uVgO6meWBuRpKejXtlbHJeOXz4sBYuXFinTJmiqjc+FOvVq6ePPvqorXXXESkpKfrss8/axrt7enqqu7u7RkZGGnrBXb16tTZv3lyPHTtmWJl5FaNMmTL6+uuva2xsrFosFl2xYoVu2LAhy80o27Zt09dee007derklC8lISEhTp84Lt327dt1wYIFumDBAttd5LtBXrQOL1u2TAcOHJjt8YULFxrSYyZdwYIFbUsmZbR//35DxxOmM3L5qvQvAzl9UXDmFwYjxcbG6vjx47M9vm7dOod6NmTkzB4B6UqVKmXIGOScjB07Vv/66y+nxlC90YusTp06um3bNtu+bdu26SOPPGJb2tVRFy9e1F69etl647m5uamXl5f27t3b9rn+22+/5cnktI549tlnba2cFy5c0AsXLuiqVav+H3t3Hhfj+v8P/DWVatqUJUsbFRJF+HAsWQpZy5alyIksRyqyxHE41izHvhz7UkiyhhxbErKGUrYWZTvIka1CNV2/P/rN/W2aIjPX3FO5no/HPB65Z1zva2qW+7qv63q/SaNGjaiVXCy6Eqikm6yKrpArnvdFEXlgtLW1S9zTm5SURG2/bf/+/cn+/fuptFWaJ0+elPgdWFBQwM0Y0/CtfAe03hd8JAwMCAggixYtIoQUDszV1NSIpaUlUVdXp5Yg+MSJE8TJyUmh59d8CAoKIl++fJE6/vXrV2o5FcQEhFDcnFGJ9OzZE0+fPsXEiRNL3Dfs4uJSIWIAheW4du7cidTUVKxZswaGhob4559/YGpqiiZNmlCJAQB3795Fly5d8Oeff2Lfvn3Q0NBAREQEtLW1qcVISkpCfHw8hEIhbGxsYGZmRq1tADAwMEBOTg7y8/OhpaUltQc6MzOz3MY4evQoxo8fj4yMDK7kRElolaEIDQ2Fh4cHnJyccObMGXTv3h1JSUl4/fo1+vfvj507d8odY/LkyahZsyZ+//13udsqTUZGBoYMGYLo6GhuP9H79+/RpUsXhIaGombNmgqLTdPXr18RGRmJ8PBwHD9+HCKRCL1794azszOcnJzkzgshEokQExMDW1tb+vuuijEwMMCuXbukPgPDw8Px66+/4t27dwqLLS5fZWJigkGDBv3w/3/y5EmZHyvr5xff5Xkqi+3bt+Pw4cPYvXu3XGXDSpOXlwcrKyucOHFColQdLQYGBhLnCdnZ2cjPz4eaWmF6IfHP2traVL6rxLKysvD48WMAhfsxdXR0qLXNB21tbZw+fRodOnSQOH7p0iX06NGDWslbRejSpQuOHDkCfX19dOnSpdTHCQQCKqUQ3dzcYGdnh2nTpkkcX758OWJjYxEaGip3jO3bt2P+/Pnw9PQsMdeMs7Oz3DFUVVXx8uVLqfK2b9++haGhIZVzIL40bNgQCxcuRO/evVG/fn2EhoZye68dHR3x33//UY957do1XLlyBQ0aNJDISyIPPs6v+cDna4sN0kuhq6uLS5cuoXnz5hU6RnR0NHr27In27dvj4sWLePDgAczNzbFkyRLExsbi4MGDVONdvXoV3bp1Q5s2bXDixAm5BwbF5ebmIi0tDRYWFtyJCU1BQUHfvJ9GLUlFxxAnY3n06FGp9derVq0qVwwAsLW1xbhx4+Dt7Q1dXV3Ex8ejfv36GDduHOrUqSN3LXagMOlVcHAwmjVrBltbW6kPdRoDkCFDhuDx48cIDg7mTqzv37+PkSNHwtLSEvv27ZM7hjJcv34dx44dw7Fjx5CamgoHBwfMnDkT7du3l7lNTU1NPHjwoMQkjjT5+/sjODgYv//+O1q3bg2g8PksWbIEI0aMoDbwjI2N5ZIjWVtbo2XLllTaVbSynrgDhbWJ5XXy5EmoqqrCyclJ4vjp06dRUFCAnj17yh2DD3Z2dkhJSUFeXh7MzMykLiDfvn1b7hhGRkY4d+6cQgbp3/vuKIqPuscVhampKSIiIqSSq929exe9evXC8+fPldSz8mfhwoVYvnw52rdvj7Zt2wIoHLDFxMRgypQpEsn8ZE0mJq5ZXxJakwgqKip4/fq11EX2J0+ewNramtqFGQcHBxw+fFjqwvXHjx/Rr18/KhdO/v77b/j5+XEJA2/fvg0VFRWsW7cOhw8fpvIZ/+XLF2hqasrdzrco6tyXr0SqYqW9tuLj49GlSxeqFxvYIL0U1tbW2Lt3L+zs7Cp0jLZt28LV1RX+/v7cQMrc3Bw3btzAgAED5PpysrOzKzE745MnT2BoaCgxQJf35CcnJwc+Pj7cmzwpKQnm5ubw8fGBkZERZsyYIVf7lU10dDTat2+vkAsZYtra2rh37x7q1auH6tWr48KFC7CxscGDBw/g4OCAly9fyh2Dj5mDqlWr4ty5c1IZym/cuIHu3bvj/fv3csdQNnlnh8VatWqFpUuXwtHRkWLvpBUUFGD58uVYs2YN9zqqU6cO/Pz8MGXKFKiqqsrV/vPnzzFs2DDExMRIrJ5o164dQkNDuczf8lq8eDFq1aqFUaNGSRzfsWMH3rx5g4CAACpxFM3W1hZLlixBr169JI6fOnUKAQEBiI+PlztG8d9RcTt27JA7xvcuHP75559yxwgMDERSUhK2bdum0M9fpuy2bNmCAwcOYPfu3ahduzYA4NWrV1z27XHjxskdo379+t/MVi1eiUCTIrJ8l/UCrEAgUMhzkpd4ZdGaNWswZswYaGlpcfeJRCJcv34dqqqqiImJoRJPRUUFr169kpoQycjIgJGREfLy8qjEiY2NxbNnz9CtWzduJUtERAT09fXluvAupqenh/79+2P48OFwdHT85oWU8qb4a/bNmzfIycmR+G7X0tKCoaGhXK9Z8ZgnPj4eTZo0kfh8F4lESEtLQ48ePRAWFiZzjOLYN0gp+ChdxkeMhIQEhISESB03NDSUe4lMv3795Pr/P2LmzJmIj4/HhQsX0KNHD+54165dMXfuXKqDdD62BygixsePH7mr3HZ2dsjJySn1sTRK2xgYGODTp08ACmePEhMTYWNjg/fv338z9o+gcYX4ewoKCqRm6IHCsjoFBQUKj09bSbPDFhYWXGkjeSxcuBBTp07FggUL0LJlS6mZSFolk1RUVDB9+nRMnz4dHz9+pNo2wE/5KgDYvHlziZ+/TZo0wdChQ6kM0keNGoU1a9ZAV1dX4nh2djZ8fHyoDG6Tk5NhbW0tddzKygopKSlytw9AagtDXl4eEhMT8f79ezg4OFCJQWMQ/j03b95EZGQkzpw5AxsbG6n3iKzlA7/ly5cvyM3NlThG8/1S0W3cuBEpKSkwNTWFqakpgMKyrhoaGnjz5g02b97MPVbWCYVJkyZJ/DsvLw937tzBqVOnpJaOy2rw4MHo2LEjJk6ciM+fP6NVq1ZIT08HIQShoaEYOHCg3DHS0tIo9FR57ty5A6Cw/GFCQgLU1dW5+9TV1dGsWTNMnTpV7jh3797lfr5//z5evXrF/VskEuHUqVMwMjKSO45Yq1at0KpVK5DCXGIQCATo3bs3tfaDgoIQEhICFxcXVK1aFUOGDMHw4cMlyhfKouh5qfi7vDSyfmYVfc2GhITg77//xvbt2yW+28eMGSP3xTjxmCcuLg5OTk4S237U1dVRr149Ku/BothMeikq8t7kooyNjREWFoZ27dpJzKQfOXIEU6dORWpqqtwx+GBmZob9+/fjl19+kXgeKSkpaNGixXff/GXFx/YARcUouk9GRUWlxKv64g93GsvJ3Nzc0KpVK25/7Lp16+Di4oKzZ8+iRYsWCjkZVQQXFxe8f/8e+/btQ926dQEAL168gLu7OwwMDHDkyBEl97Bs+JgdLnp1vejri+brSiw/Px8XLlxAamoq3NzcoKuri3///Rd6enpy74kVCoW4cuWK1CqmW7duwd7entpFptK2Bzx+/BjW1tZUaiuXtj/uv//+Q+3atZGfny93jNq1ayMkJERqsHzu3Dm4ubkhIyND7hglKSgowG+//QYLCwtMnz5dITFo8/T0/Ob9NHJ1AIUXYQICAhAWFoa3b99K3V+R9twq2o9svaJ9IWfDhg2IjY2l8nevXbs2Tp8+jWbNmiEkJAR//vkn4uPjERQUhC1btnADVFnY29vDxcUFLi4uaNCggdx9/Zb58+d/8/45c+bIHcPT0xNr1qxR2MWqoudYJQ2jhEIh1q1b990VQmUVHByMv/76C8nJyQAK96lPmzYNI0aMoNK+2KdPn3Dw4EHs27cP58+fh7m5OYYPHy7z34Tv81ILCwscPHiwxO/2QYMGUbkIFRQUhKFDh0JDQ0Putr6HzaSXYvXq1ZUihni25sCBAxAIBCgoKEBMTAymTp0KDw8PanGePXsGgUDADQRu3LiBkJAQWFtbY+zYsXK3/+bNmxL3V2dnZ39zidmPmjFjBhYuXMhtDxBzcHDA+vXry3WM8+fPc8mQzp8/T/X3UpL169dzg4xZs2ahSpUquHLlCgYOHIg//vhDobFpWr9+PZydnVGvXj2YmJgAKHw9N23aFHv27FFy78qOj9lhPlY2AIVbZnr06IGnT5/i69ev6NatG3R1dbF06VJ8/foVmzZtkqt9ExOTEpchikQi7kINDSYmJoiJiZEapMfExMgd5+PHj9ysyqdPnyT2E4pEIpw8ebLUnBQ/ysXFBZMmTcKRI0dgYWEBAEhJScGUKVOoJHkqjYqKCvz9/dG5c2eZB+nVqlVDUlISatSoIZV4rTgaF8ZpDcK/Z/r06YiKisLGjRsxYsQIbNiwAS9evMDmzZuxZMkSXvpQUfCxgqI0PXv2xMyZM6m8Lj58+MB9x586dQoDBw6ElpYWevfuLfds/ZgxYxAeHo558+bB2NgYzs7OcHZ2Rrt27aifSxS/8J2Xl4e0tDSoqanBwsKCyiC9+O+b9taAtLQ0EEK47aNF9yerq6vD0NBQ7m1ZYitXrsTs2bMxceJEbmn75cuXMX78ePz3339UVsmJ6erqwtPTE56enrh//z7c3d0xb948mf8mfJ+Xvnz5ssQL0yKRCK9fv6YSw8HBAW/evFHYeEcC1VzxTLnz9etX4uXlxdUHFdczHj58eIn1W2XVoUMHEhwcTAgprHmqq6tL2rZtS2rUqEHmzZsnd/v29vZk7dq1hBBCdHR0yOPHjwkhhEycOJE4OTnJ3b6YtrY217aOjg5XyzMtLY1oaGhUmBiKUrQcTHR0tEQd0oqsoKCAnDlzhqxdu5asXbuWnD17Vtld+mGamprk9u3bUsdjY2OJUChUQo9k5+LiQoYPH06+fv0q8R6JiooilpaWcrfPR/kqQghZunQpqV69OtmxYwdJT08n6enpZPv27aR69erfLG1WFuIybqXdVFVVycKFC6k8j/fv35NffvmFqKmpcWXR1NTUSJcuXci7d++oxChNREQEqVGjhsz/f9euXVy5nF27dn3zRkNpv5MPHz6QLl26UIlBCCEmJiYkKiqKEEKIrq4uVzYrODiY9OzZk1qcyqRomc2SPisVYenSpcTMzIxKWw0aNCD79+8nWVlZpGbNmiQyMpIQQkhcXBypXr06lRhfvnwhERERZOzYsaROnTrE0NCQeHp6kiNHjpCcnBwqMUry4cMH0r9/f+48Ul6urq5cvfecnBzSoEEDUqVKFaKmpkYOHjxIJQZf6tWrV2Jpr127dpF69epRjfX582eyf/9+4uLiQjQ0NIipqSm1Emx86NOnD7Gzs5MooxsbG0tatGhB+vbtSyWGosc7RbFB+jekpKSQWbNmkaFDh5LXr18TQgg5efIkSUxMrFAxCCmspxgREUH2799PkpKSqLZNCCH6+vpcXeM1a9aQdu3aEUIKa4LTqHF76dIloqOjQ8aPH080NTWJn58f6datG9HW1iaxsbFyty9mZGREYmJiCCGSA+jDhw8Tc3PzChNjx44dJCwsTOp4WFiYXCejampq5NWrV4QQQlRUVLjXLKN8DRo0INevX5c6fv36dWJhYUEtzsWLF4m7uztp27YtVw86ODiYXLp0iVqMatWqcZ8nxS9kyXrBQV9fnxgYGHA3ce1ndXV1iZ8NDAyoPY+CggIyffp0oqmpyQ2etbS0qHyRX7hwgURFRRGBQEAOHz5MLly4wN2uXLlCXrx4QeEZ/J+CggJy+vRpsmzZMrJu3ToSHR1Ntf3iNZ8nTZpEhgwZQnR0dIi3tzfVWIokEAhK/Fx8/fo1UVNToxZHW1ubq/dsZGTEvfcfP35MrXZyZfH69WvSpUsXIhAIuPe/QCAgDg4OJCMjg0qM5s2bEzs7O+7WvHlzUrt2baKqqko2b95MJcaGDRuImpoa0dfXJ7a2tkQkEhFCCFm7di3p3LkzlRjFXbt2jfz++++kadOmRCgUkt69e5PLly8rJNbdu3epXdCoVasWiYuLI4QQsnfvXmJpaUmys7PJ33//TZo3b04lhlhSUhLZvHkzWbBgAZk3b57EjQYNDY1Sa9fTmtg5deoU8fDwIHp6eqRatWpk7Nix1D/j69evT3799VepGuNv3ryhMk4ghJCMjAzSs2dPIhAIJL7be/bsSe18VdHjnaLYcvdSFN83vGjRIhgaGiI+Ph7bt29XyN5kRcQQK5owRRHy8vK4/Rnnzp3jlkBaWVlRyfLdoUMHxMXFYcmSJbCxscGZM2fQokULXL16Vaqsijz42B7AR4zFixdLJMMRMzQ0xNixY2UudVGvXj2sXbsW3bt3ByEEV69ehYGBQYmP7dixo0wx+MB3yQ4+/PXXX/Dx8cGGDRu4ZC+xsbHw8/PD8uXLqcQ4dOgQRowYAXd3d9y+fRtfv34FULgMMzAwECdPnqQSp6CgoMT9ac+fP5dKkFZWfGwvKk4gEGDp0qWYPXs2Hjx4AKFQiAYNGlDZy9apUycAhcsuTU1NFb6MUCAQoHv37ujevbtC2i++n1ZFRQU1a9bEihUrqO3rLIp2sjW+E0mZm5tzf3srKyuEhYWhdevWOH78uFQ5qJ+dj48PPn36hHv37kmV2fT19aVSZrN4Il3x67dz587UMq9PmDABrVu35rJ8i3OEmJubY+HChVRiFNemTRu0adMGixYt4qqE0DinK8mHDx/w4cMHam0pamtAUVu3bsVvv/2GGjVqoHbt2hKfwwKBgMrSfUtLS4SFheH333+XOL5//35q+QP69++PPn36IDg4GL169Soxma680tPToaamBnt7exw7doyrtCASifDkyRMqMWrWrImTJ08iKSkJDx8+BFA4DmnYsCGV9gHFj3eKYonjSqHI0mV8xhCXoyhOIBBAU1MTlpaWcHFx4T7MZNWmTRt06dIFvXv3Rvfu3XHt2jU0a9YM165dw6BBgypMHdLc3Fx4e3tj165dEIlEUFNTg0gkgpubG3bt2kVljxEfMTQ1NfHw4UOpqgHp6elo3LgxPn/+LFO7R48exfjx45GRkQGBQFBiwhSAXq1TRanoZWbEiu+xzc7ORn5+PlcaRPyztrY2lf22dnZ2mDx5Mjw8PCQ+s+7cuYOePXtKDEzkMWTIEFStWhVbtmyBrq4u7t69i5o1a8LFxQWmpqa87fulJSUlBampqejYsSOEQiGXKEdWRQeE32NraytznKKio6OxfPlyicoB06ZNg729PZX2c3JyQAjhsqGnp6fj6NGjaNy4sVR9dlkpMtka34mkVq1aBVVVVfj6+uLcuXPo27cvCCHIy8vDypUr4efnRyVOZVDZymzm5uYiLS0NFhYWCivzV1KVEFqKXyQnhODly5fYvXs3OnXqVGJFjB/VsGFDLFy4EL1790b9+vURGhoKBwcHxMfHw9HRUe7qRmJmZmaYMGGCQstpHjp0CEOGDEHXrl25PekxMTGIjIxEWFgY+vfvL3eMT58+yXwBvKxUVVWRnJyMqVOn4vr16zh69Cj+97//4fXr16hbt65cn7/ixIfOzs5UB+Ql4XW8Q3VevhKpLHuTO3fuTPT09Ii2tjZp0aIFadGiBdHR0SFVq1Ylbdq04ZaA3rt3T644UVFRRF9fn6ioqBBPT0/u+MyZM0n//v1lavPDhw8SP3/rRntvtKK3Byg6homJCQkPD5c6fvToUWJkZCR3+58+fSICgYAkJSWR9+/fl3grz8p7/8rqe3tsae+3FQqFJC0tjRAi+ZmVmppKNZ/C06dPibW1NWncuDFRU1Mjv/zyC6levTpp1KgR9S0Wnz9/lvo8oeW///4jDg4O3P5x8e/L09OT+Pv7y9yuuD2BQPDNm4qKCpXnsXv3bqKmpkYGDx5M1qxZQ9asWUMGDx5MqlSpQvbu3UslRrdu3cjGjRsJIYS8e/eO1KpVixgbGxNNTU3y999/U4kxYcIE0rhxY3Lw4EEiFArJjh07yIIFC4ixsTHZs2ePXG2np6eTtLQ0IhAIyM2bN7kcBOnp6eTff/+lmgOmtPiHDh0i8fHxCo1TEeno6JA7d+5IHb99+zbR1dWlFkfR2xezs7PJqFGjiKqqKlFVVeU+TyZOnEgWL15MJcazZ89Ihw4dpLYGtG/fnjx79oxKDHFeC/HN3NyctGnThsycOZN8/PiRSoyiWwOaNWumsK0Burq63N9BkWJjY4m7uzt3Hu/u7k49r4KiX79FtwLNmDGDCIVCsnv3bvLq1Su5v6uCgoLIgAEDiI6ODrGysiLTp08nly9fJgUFBTS6LkER453SsEF6KSrL3uRVq1aRAQMGSJx4vn//ngwaNIisXr2aZGdnExcXF9K9e3e5Y+Xn55PMzEyJY2lpaRIn1ZcvX5baj1Kaonuey5IkycrKipw/f17u51EZTJ8+nZiZmZHz58+T/Px8kp+fTyIjI4mZmRmZMmUKlRgXLlyosInjVFRUuL2IfCS/qizq16/PJdUr+pkVFBREGjduTDVWXl4e2bNnD5k2bRr57bffyNatW6klLsrKyiLe3t6kZs2aJX6e0DJixAji5OREnj17JvH7OnXqFLG2tpa53aIDwO/daLCysiIrV66UOr5ixQpiZWVFJUb16tW5k8GtW7dye27DwsKoxahMydaCgoJK/C79+vVriUmmfmbOzs6kY8eOEnkanj9/Tjp16kT69etHJcaFCxeIUCgkXbt2Jerq6tx7ffHixWTgwIFUYvj6+pKWLVuSS5cuEW1tbS7G0aNHqe2zdnJyIm3atOH23BJCyMOHD0nbtm2pJunlw82bN8nhw4fJp0+fuGMnTpyguqd+1KhR3MXFioyP12/xPEa7d+8mmpqaxNPTk9r3Ll+JD8sy3qGBLXcvhXg5xoEDB9CwYUPcvn0br1+/hoeHBzw8PKiU9OAjhpGREc6ePQtra2uJ4/fu3UP37t3x4sUL3L59G927d6e2/Odb9PT0EBcXB3Nz8+8+Njo6Gu3bt4eamhqio6O/+divX7/i6NGjOH/+PLcPRRZ8bA/gI0Zubi5GjBiBAwcOcMvhCgoK4OHhgU2bNkFdXV2mdj9+/Mjt2/xebXpF1SeloWrVqrh27RoaN24MFRUVvH79WqKESkVHe7+t2OLFi7Fnzx7s2LED3bp1w8mTJ/HkyRNMnjwZs2fPho+Pj9wx8vLyYGVlhRMnTnD7R2nz9vZGVFQUFixYUGL5Knd3dypxitY1Lro94PHjx7C1tUVWVhaVOIqmoaGBe/fuwdLSUuJ4SkoKmjZtSqXeu5aWFh4+fAhTU1MMHjwYTZo0wZ9//olnz56hUaNGVGrX6+jo4P79+zA1NYWxsTEOHz6M1q1bIy0tDTY2NtT+HsnJyYiKikJGRgYKCgok7qOxRxWQrD9c1Nu3b2FoaFiutxvx7dmzZ3B2dsa9e/ekymweO3aMK6UkDz62L5qZmWH//v345ZdfJGKkpKSgRYsW3/1OLguhUIgrV66UWGfa3t6eyvuwKPHvhcbfQBkWL16MlStXonfv3rCxsZHay00rp41IJMKRI0cktiC4uLhQ2+7Ax+tXRUUFr169kvjMunr1Kvr37483b94o5DPr+vXrOHbsGI4dO4bU1FQ4ODhg5syZ3LaB8o4ljitFYGAgvL29YWJiApFIBGtra27fMK0a0HzE+PDhAzIyMqQG6W/evOE+0PX19aVO6BXlR64JiRMjFf+5NM2bN8eNGzdk6pfYnTt3cPv2bYhEIq7WdFJSElRVVWFlZYW///4bU6ZMweXLl6V+p+Uphrq6Ovbv348FCxYgPj4eQqEQNjY2MDMzk6k9MQMDA+7EUF9fv8R9teT/77ctzyeJXbt2RZcuXbhBYP/+/Uu9cHH+/Hk+uyYzRe23vXv3Lpo2bQoVFRXMnDkTBQUFcHR0RE5ODjp27AgNDQ1MnTqVygAdAKpUqUJl0Pctx48fR3BwMDp37gxPT0/Y29vD0tISZmZm2Lt3L7VBenZ2NrS0tKSOZ2ZmUkkeBwDBwcHfvJ9GMkoTExNERkZKDdLPnTvHDXrkZWlpiaNHj6J///44ffo0V/s3IyOD2gU/PpKt8ZFICkCpeQ2eP3+OqlWrUolRWZiYmOD27ds4d+4cdxG/cePG6Nq1K7UYCQkJJe6lNjQ0pDYB8ubNG6mLMkDh5wytxJEmJibIy8uTOi4SiVC3bl0qMQoKCrBw4UKsWLGCuzCmq6uLKVOmYNasWVxCvB/l7++PBQsWQFtbu9TJELGVK1fKFKO4LVu2QEdHB9HR0VKTSQKBgMog/d69e3B2dsarV6+4c8alS5eiZs2aOH78OJo2bSp3DD5ev8UvWAKFFwfi4+Plmlz7FlqJD1u0aIHIyEgYGBjAzs7um++327dvy9NlCWyQXgp1dXVs3boVs2fPRmJiIrKysmBnZ0ctkyJfMVxcXDBq1CisWLGCS5py8+ZNTJ06lctGeuPGDYUnWqDhe1cSDQ0NERsbK1cM8Qz2zp07uRPDDx8+wMvLCx06dMCYMWPg5uaGyZMn4/Tp0+UuRvHkGeIbLefPn+dm+M+fP6/wjNKKsmfPHuzatQupqamIjo5GkyZNShxMVSTTp09HVFQUNm7cWOLssKzs7Oy4CzPm5ua4efMmpk2bhpSUFGRlZcHa2ho6OjoUn0nhTPfSpUuxbds2hSRGyszM5Fbz6OnpcUn1OnTogN9++41aHHt7ewQHB2PBggUAwFVzWLZsGbp06UIlRvEEYXl5ecjJyYG6ujq0tLSoDNKnTJkCX19fxMXFoV27dgAKExft2rULa9askbt9oHCGWfy55+joiLZt2wIAzpw5IzWrJytPT0/Ex8ejU6dOmDFjBvr27Yv169dzydZoWLhwIRYtWqSwRFLiE0SBQABHR0eJ94dIJEJaWhp69OihkNgVmUAgQLdu3dCtWzeFtK+vr4+XL19KJSW9c+cOtaz+rVq1QkREBHdBVPz9u23bNu79Ii8+qoTMmjUL27dvx5IlS7gZzcuXL2Pu3Ln48uULFi1aJFO7d+7c4S4wFK8WURTN85a0tDRqbZXGy8sLTZo0QWxsLFdN5927d/j1118xduxYXLlyRe4YfLx+S1OrVi3UqlWLapslJT60sLDgLv7+KBcXF+7CevFKDgpFdfE8U+58+vSJeHl5cbUCxbWAx4wZQ7KysgghhNy5c6fEpCqKUHRf5o9ITEwk5ubmREtLi6tDqq2tTerVq0cSEhKo9a9u3bolJtFLTEwkdevWJYQQcuvWLVK9evVyGYPP5BmVRefOnSvFnnRF7betVq0auXbtGiGkMDcErbrC39KvXz+iq6tL6tSpQ7p370769+8vcZOXjY0NuXDhAiGEEEdHRy5Pw5o1a6gkVhRLSEgghoaGpEePHkRdXZ0MGjSING7cmNSqVYukpKRQi1NcUlIScXR0JKdOnaLW5uHDh0n79u1JtWrVSLVq1Uj79u3J0aNHqbVPCCEvX74kt2/f5pI8EULI9evXyYMHD6jGEVNEsjVFJ5KaO3cumTt3LlFRUSFTp07l/j137lwSGBhIQkJCyNevXxUWv6I6d+4cmTlzJhk9ejTx9PSUuNEwZcoU0qFDB/Ly5Uvu8/fy5cvE3NyczJ07l0qMS5cuER0dHTJ+/HiiqalJ/Pz8SLdu3Yi2tjaJjY2VuV1xAmHxTXy+WLTOtLq6OjEwMKDyPOrUqVNqYlvxOVBF8/XrV/Lw4UOF5OnR1NQsMXlbQkIC0dTUpBKDj9cvIYQcOHCAuLq6kjZt2nDn8uIbDXwkPuQTm0kvRWXZm6yjo4OtW7di1apVXCkpc3NziZmv5s2by9w+X/i4kgjwsz1AkTHE+Qy+fv2KyMhIhIeHw9XVFSKRCL1794azszOcnJwgFApl7r/Yzp07oaOjA1dXV4njBw4cQE5Ojsy12PnSsWNHuLi4YPPmzZWirrCiZocHDhyITp06oU6dOhAIBGjVqlWpZQJplavT19fHwIEDqbRVEj5mVAGgadOmSEpKwvr166Grq4usrCwMGDAA3t7eqFOnDrU4xTVo0ABLlizB8OHDqSwj9PLywvDhw3H58mUKvStd7dq1udq5Yq1bt1ZYPDMzsxK3ANnY2ODkyZMyLeV3dXXFmTNnMH78eBpdlCLOVTN//nw4OjqyWfMymDdvHubPn49WrVpxn2O08bF9sUOHDoiPj8fixYthY2ODM2fOoEWLFrh69SpsbGxkbnf16tVU+ldWmZmZJdaOt7KyolIqlE85OTnw8fFBUFAQgMKti+bm5vDx8YGRkRFmzJghd4yGDRvi9evXaNKkicTxjIwMqS1IsuLj9bt27VrMmjULv/76K8LDw+Hp6YnU1FTcvHkT3t7eVGJ4eXkhLy8PDx484LYGPHr0CJ6envDy8sKpU6eoxOGNsq8SlFd8lC7jqzxaeSLrLAMfVxIJIcTNzY3Ur1+fHD58mDx79ow8e/aMy7Y/fPhwQggh+/btIy1btizXMYq7du0a+f3330nTpk2JUCgkvXv3ljvDaYMGDUrMpn/hwgXSsGFDudrmQ2VbdaDI2eF//vmHrFu3jggEArJgwQKyevXqEm8VlaLKVz158qTU19OTJ0+oxiruzp071MpLOTs7Ew0NDWJsbEymTZtG4uLiqLRbXsm64osQQgIDA0mNGjXIyJEjyfLly7mSdeIbLT/b30QetWvXJsHBwbzEUlRp1dzcXOLp6cmV7a3IWrduTXx8fKSOT5w4kbRp00bmdouvuPrWjRY+Mu5HRESQJk2akAMHDnDnjAcOHCA2NjYkIiKCavlQRZYGbtSoEQkJCSGESH7Gzp49m3h7e1OJoampWWJputjYWCIUCmVut/hqk2/daGKD9FLwUbqMr/JoN2/eJNOmTSNDhgxR2AdVWcl68mNra0siIyOljkdGRpKmTZvS6BohhJ/tAcregpCSkkJWrlxJDhw4IFc7GhoaXM3sotLS0qheOFE0vkp2KNrKlSu5QcDZs2eJpqYm0dDQICoqKtQG0L/++iu1Orbfk5eXR86ePUs2bdrExXzx4oVEOR1Z8VW+qnjJGbH//vuPWsmZ8PBwidvRo0fJxo0bSZMmTUiPHj2oxCCEkMzMTLJ582bSqVMnoqKiQqytrcmiRYtK/Ayo6OQZpBevAV30Vr9+far9/Jn+JvKoVq2awraXdOjQgfz111/k0aNHCmm/KD09PV4H6Z8/f5YYANIYBBJSeCFfW1ubNG7cmIwaNYqMGjWKNG7cmOjo6JCLFy/K3O6vv/7K3UaOHEn09PSIiYkJd75rampK9PT0yK+//krleRBCiKmpKbl69SohRPJzIzk5mdpFUoFAwN3E54wl/Ztm+VBFEAqFXFnQmjVrchcWk5KSSLVq1ajEaNCgAbl+/brU8evXrxMLCwuZ2921axd3W7FiBTEwMCBDhw7lLr4OHTqUGBgYlFiqVB6sBFsp+ChdxkeM0NBQeHh4wMnJCWfOnEH37t2RlJSE169fo3///ti5c6dM7Rbn4OCAw4cPSy0b/vjxI/r16ydThuyi5UQuX76M6dOnY+7cufjll18AANeuXcP8+fOxZMkS9OrVS67+F5eVlVXq9oCKFKOk5Bm0mJqaYv369XB2dpY4Hh4eDm9vbyolO5ShopfsEHvy5Alu3boFS0tL2NraKrs7P+TJkyfo0aMHnj59iq9fv3JLCP38/PD161ds2rRJrvb5Kl9VWnm/J0+ewNraGtnZ2VRiFCUQCFCzZk04ODhgxYoVCllW//z5c+zbtw87duxAcnIy8vPzqcdQpqIliCqKyv43kUdAQAB0dHQwe/Zs6m0HBwcjPDwcZ86cgbGxMZydneHs7Ix27dpRX1Y/cuRING/eXObkV2WhqCohxb148QJ///23RLb9CRMmUMsgHxAQgMzMTGzatInbniUSiTBhwgTo6enhr7/+ohJHS0sLiYmJMDc3l/jciI+PR8eOHfHhwwe5Y3yvBHFRZamEJPa9DPhF0dgGZm5ujkOHDsHOzg6tWrXCmDFjMG7cOJw5cwZDhw6lstUhPDwcgYGBUokPfXx8EBAQQCXp28CBA9GlSxdMnDhR4vj69etx7tw5HD16VO4YYmxPeikq+t5kscDAQKxatQre3t7Q1dXFmjVrUL9+fYwbN47qyduFCxdK7OeXL19w6dIlmdosXuKLEILBgwdzx8TXl/r27Uu93JeOjo7CBzaKjPH8+XMMGzYMMTEx3IWT9+/fo127dggNDaVSk3TYsGHw9fWFrq4uOnbsCKDwy8TPzw9Dhw6Vu31loVWyg2/BwcEYMmQIl4FUvN82NzcXwcHBVLJ888XPzw+tWrVCfHw8qlevzh3v378/xowZI3f7RMHlq8QnPwKBALNnz5aoHCASiXD9+nVquUBKKmujSHl5eYiNjcX169eRnp5OPSsv8+PY3+Tbvnz5gi1btuDcuXOwtbWVqmUtzwCEzzwwDRo0wPz58xETE4OWLVtCW1tb4n4a5b4UVSWkOCMjI5mzuJfFjh07cPnyZYn8KaqqqvD390e7du2oDdL5yLhf1oH3hAkT0KRJE9SoUaNMj/9WBvyiaF1scnBwwLFjx2BnZwdPT09MnjwZBw8eRGxsLAYMGCBzuwYGBhJ9zM7ORps2bbjKF/n5+VBTU8OoUaOoDNJPnz6NpUuXSh3v0aMHlRwERbFBein4KF3GR4zU1FT07t0bQGHJN3E9zcmTJ8PBwQHz5s2TuW2gsIay2P379/Hq1Svu3yKRCKdOnZK5fENUVJRcfZNVbGwswsLC8PTpU6kLD4cPH64QMfhInrFgwQKkp6dLlAEqKCiAh4cHAgMD5W6fb7RLdvDN09MTPXr0kJod/vTpEzw9PSvUIP3SpUu4cuWKVO36evXq4cWLFzK3y1f5KvHJDyEECQkJEs9DXV0dzZo1w9SpU+WOw6eoqCiEhITg0KFDKCgowIABA3DixAk4ODgou2vlyqhRo755/44dO6jFYn+Tsrl79y53USwxMVHiPloDEA0NDfTq1Qu9evXC5s2buRVZs2fPhpubG5UVWdu3b4e+vj5u3bqFW7duSdxHqyb38ePHERwcjM6dO8PT0xP29vawtLSEmZkZ9u7dC3d3d7lj8JF0Nj8/Hw8fPuTOf8QePnxI9cJmYGAgevbsifv37yM/Px9r1qzB/fv3ceXKlR+aAadhz549mDp1apkH6XyfY2/ZsoX73Xt7e6N69eq4cuUKnJ2dMW7cOJnb5TvxYfXq1REeHo4pU6ZIHA8PD5eYVKCBDdJLsXnzZkyePBlDhw7llo2pqalh5MiRWLVqFYDCTJTbtm0r1zEMDAzw6dMnAIVXLhMTE2FjY4P3798jJydH5nbFmjdvzp30lnRiIBQKsW7dOpnaLn718P3799i+fbvEQGr06NFUZr7Evrc9oKLEiI6OxpUrVyS+oBo1aoR169bB3t6eSgx1dXXs378fCxYsQHx8PIRCIWxsbErMllye8bHqgA+Knh3mU0FBQYmrY54/fw5dXV2Z2xVf/IyPj4eTk5PEFhN1dXXUq1ePSlZ58cmPp6cn1qxZAz09PbnbLA0hBAcPHkRUVBQyMjKkTkBpXPQzMjJCZmYmevTogS1btqBv377cig1G0rt37yT+nZeXh8TERLx//57q4Jn9TcpOGRf8FbEii4+a3IqqElLU4sWLsXnzZqnjhoaGGDt2LJVBuqenJ0aPHo3U1FSuQsT169exZMkSeHp6yt2+WIcOHRAXF4clS5ZQzbgvCxq7l1NSUpCamoqOHTtCKBSWel4hCxUVFYntWUOHDi1x1eWECRMwf/78Ml9s4LuS0Lx58+Dl5YULFy6gTZs2AApfW6dOncLWrVvpBqO6w70S+vTpE4mPjyfx8fFUEhbxHWPYsGFkxYoVhBBC5s+fT2rWrEm8vLyImZkZlcRx6enpJC0tjQgEAnLz5k2Snp7O3f7991+Sn58vdwxCCpPfVa9enRgZGXFJQIyNjUn16tXJrVu3qMQgpDBD9vr16wkh/5cEpKCggIwZM4bMmTOnwsRQVPIMQvhNlMMHJycn0qZNG/Lw4UPu2MOHD0nbtm2Jk5OTEntWNs2bNyd2dnZERUWF2NjYSNQdtbW1Jbq6usTV1VXZ3fwhgwcPJmPGjCGEFL5HHj9+TD59+kQcHByoJP1RUVEh//zzj9ztlAe+vr5EQ0OD9OjRg4wcOVIieRKtBElbtmwh7969o9JWRbB3714uiScNIpGIjB07lixdupRamz/b36SiuHnzJgkODibBwcFy1S4vSvydSzvbdkkUWSVEjI+ksyKRiCxdupTUrVuXS7JWt25dsnTpUmrnpeWNPAkv//vvP+Lg4MAloBO34+npSfz9/Wl287tkrQJVnKISHxJSWDHJzc2NO9dyc3Mj165do9a+GEscV8llZmbiy5cvqFu3LgoKCrBs2TJcuXIFDRo0wB9//MHVHC/vxEuutm7dKrHPxMvLC48fP8bFixepxNHW1sa9e/dQr149VK9eHRcuXICNjQ0ePHgABwcHKnuT+YihyOQZfCbK4YNQKMSVK1dgZ2cncfzWrVuwt7ensuJEkcRbVubPnw9/f/9SZ4eLLx0vz54/fw4nJycQQpCcnIxWrVohOTkZNWrUwMWLF6WW9P8oFxcXnD59GjVr1sSwYcPg7u6OZs2aUen7j+ytozHLXa1aNezZs4d68szKyNfXF5aWllLLgtevX4+UlBSFLpt89OgROnfuXCHyW1QGAwYMwK5du6Cnp/fd9ySN96EiV2Tx+Z27atUqqKqqwtfXF+fOnUPfvn1BCEFeXh5WrlwJPz8/uWPwnXRWnOOppBVNMTExaNWq1Q+tQvn48SPXVtEExyVR5Cqq4uRJeOnh4YGMjAxs27YNjRs35to5ffo0/P39ce/ePQX0uGTyPA++Eh+WxZIlSzB+/HiphNo/gi13/4bKsDe5WrVq3M8qKirUkxoUtXv3bmzatAlpaWm4evUqzMzMsGrVKpibm8PFxUWutmNjYyUG6EDh1oDp06dzg1AaFL09QJEx+EqewWeiHD6YmJggLy9P6rhIJKKWaVaR/vzzTwCFg3RHR0cqe6qVzdjYGPHx8QgNDcXdu3eRlZWF0aNHw93dncrrKjw8HO/evcOBAwcQEhKCFStWwMrKCu7u7nBzc0O9evVkbpvvrQVVq1atUFnIlenQoUM4duyY1PF27dphyZIlCh2kp6amsozrPKpatSr3fainp6fwC8iKzAPD53du0RwsXbt2xcOHD6lXCeE76ey3Bso9e/ZEXFzcD32GGhgYcNVBiic4FiP/f5k4n4NCeZw5cwanT5+WupjUoEEDPHnyREm9+nF8JT4si8DAQAwePFiuQTpb7l6Kffv2kSpVqpA+ffoQdXV10qdPH9KwYUNStWpVaksI+Ygh9vr1a5KQkMAtqxffaPn7779JjRo1yMKFC4lQKOSWquzcuZN07txZ7vYNDQ3J6dOnpY6fOnWKGBoayt2+mKK3BygyRtE6jt+7KcK1a9fI77//Tpo2bUqEQiHp3bs3uXz5skJi0XT06FHSunVrcvPmTe7YzZs3yS+//EKOHDmivI79IGdnZ6KhoUGMjY3JtGnTuBqkzPc9e/aMLFu2jFhZWRFVVVVld+eH7Nq1iwwdOpTk5OQouyvlnoaGBklOTpY6npycTDQ0NKjEmDx5ssRt0qRJZMiQIURHR4d4e3tTicGUP5qamuT27dtSx2NjY4lQKFRITEV85wYFBZEvX75IHf/69SsJCgqSq+2ibQ0ePJgIBAJSpUoVUqVKFaKqqko8PT3J169fqcQoK1mWiF+4cIHk5eVxP3/rxid5lrvr6Ohw2ymKtnPz5k1qNcx/pC+yPg8TExMSFRVFCClcNi/+vA8ODiY9e/ak1cUyked5iLFBeikqy97k2NhY0qRJE6KiosLtyxHfVFRUqMQghJDGjRtzA5qiL8yEhARSvXp1udv38fEhxsbGJDQ0lDx9+pQ8ffqU7Nu3jxgbGxM/Pz+52xd7+/YtefHiBSGkcE/T4sWLSd++fYm/vz/JzMysMDGULSUlhaxcuZIcOHBA2V0pkb6+PjEwMOBu6urqREVFhairq0v8bGBgoOyu/pDMzEyyefNm0qlTJ6KiokKsra3JokWLStz/V96Eh4eX+UZTbm4uOXLkCBk4cCDR1NQkdevWpdq+ouXk5BAnJyeio6NDmjZtKpGTwM7OTtndK1eaNGlC1q1bJ3V87dq1pHHjxlRidO7cWeLm4OBAhgwZQjZv3syd2DP86tKlS4n79z98+EC6dOlCJYYi88CUBa3vXBUVFfL69Wup4//99x/Vc0ZCCElKSiJhYWHk+PHjJD09nWrbZSXPQCovL4/MmzePPHv2jHKvZDN+/Hjy5s0bmf5vz549yR9//EEI+b88MCKRiLi6upKBAwfS7OZ3yfM30dbWJk+ePCGEEGJkZMS9Jx8/fky0tbWp9bEsaAzS2Z70UlSWvcnNmjWDhYUFAgICUKtWLallObQycQuFQjx8+BBmZmYS+0mSk5Nha2uLz58/y9V+bm4upk2bhk2bNnFLBqtUqYLffvsNS5YsYVltv+HLly9SWylo7pMqqXRZeRcUFFTmx/KdOZSW58+fY9++fdixYweSk5PL/VLbollfgcKSQsW/nsSfXzSWEJZUvsrd3R0ODg5Ul8YePHiw1C1Nt2/flrv9wYMHIyoqCoMGDSrxM168HYIpLH82ceJETJs2jcu0HhkZiRUrVmD16tUYM2aMknvIKIKKigpevXollcsiIyMDRkZGJW53+lGKzANTnCK/c1VUVPD69WvUrFlT4nh8fDy6dOnCZXvng56e3g8vRf9R8ux/Fv//hIQEubZIfc/cuXMxZ84cqe/IDx8+YPz48di3b5/cMRITE+Ho6IgWLVrg/PnzcHZ2xr1795CZmYmYmBhYWFjIHaOs5Pmb2NraYt26dejUqRO6du2K5s2bY/ny5Vi7di2WLVtGPd/Bt8j72gLYnvRSVeS9yUU9fvwYhw4dgqWlJZX2SlO/fn3ExcVJDfpPnTqFxo0by92+uro61qxZg8WLFyM1NRUAYGFhAS0tLbnbLklGRkaJ5Yxo7clSdAw+kmdU5NJlFXXgXVZ5eXmIjY3F9evXkZ6ejlq1aim7S99V9H1w7tw5BAQEIDAwEG3btgUAXL16FX/88QcCAwPljsVX+aq1a9di1qxZ+PXXXxEeHg5PT0+kpqbi5s2b8Pb2phIjIiICp0+fRocOHai0V5mNGjUKX79+xaJFi7BgwQIAQL169bBx40Z4eHhQjfXmzRs8evQIQGH5y+KDHkbx7t69y/18//59vHr1ivu3SCTCqVOnYGRkJHP7fOWBEVPkd66dnR1XTtfR0VEi/49IJEJaWhrv+U4qwhyig4MDoqOjFTpI3759O86cOYM9e/ZwA74LFy7Aw8MDtWvXphKjadOmSEpKwvr166Grq4usrCwMGDAA3t7eqFOnDpUYZTV8+HCZJ5I8PT0RHx+PTp06YcaMGejbty/Wr1/PJT6saNggvRQdO3bE2bNnYWNjA1dXV/j5+eH8+fM4e/YsHB0dK0wMR0dHxMfHK3yQ7u/vD29vb3z58gWEENy4cQP79u3D4sWL5arzXpyWlpZCa0/eunULI0eOxIMHD0qcxaMxuOUjBh/JMxSZKEdZFL3qQNFKmh0+ceIE1frMfJg0aRI2bdokMfB0cnKClpYWxo4dy80iyWru3LlwdXWVL6FLGfz999/YsmULhg0bhl27dmH69OkwNzfHnDlzqM1ImZiYVKjXqLL99ttv+O233/DmzRsIhUKJagg0ZGdnw8fHB8HBwdyFJ1VVVXh4eGDdunUKu7DMSGvevDk38CzpM1AoFGLdunUyt6/IRIMlUeR3rvgiQnx8PJycnEqtElLZyLtqqmfPnpgxYwYSEhLQsmVLaGtrS9xfPIO9LO7evYtx48ahefPmWLFiBZKSkrBmzRpMmzaNq+5CQ9WqVTFr1qxvPuZHa5gXvVD2PeIJqo0bN5b5/xTHR+JDXsm75r6yqix7k9+8eUN69epF5s6dSw4ePKjQvZ179uwhlpaW3J53IyMjsm3bNqoxFM3W1pb079+fXLt2jaSlpUnUfae1Z4qPGHwkz1BGohxFyMrKIt7e3qRmzZpERUVF6lZR1K1bl2hqapJ+/fqRAwcOlJj8p6LQ1NQkCQkJUsfj4+Op1dHlg1Ao5N7TNWvW5JL5JSUlUUvGc+LECeLk5FQh8g4o24IFC8jjx48VGmPs2LHE3NycnDx5kqvNGxERQSwsLMj48eMVGpuRlJ6eTtLS0ohAICA3b96U+J79999/K1y9bD6+c1VUVMg///xDpS150djTq+gYxXM9KSrvEyGEzJw5k0u2d+7cOaptl9WP1jAX/x6+9Tui+bviI/FhWfXs2ZP8+++/crXBBumV3LFjx0jVqlV5+QARy87OLjHxSEWgo6NTYvbfihaDj+QZyk6UQ8uECRNI48aNycGDB4lQKCQ7duwgCxYsIMbGxmTPnj3K7l6ZbdmypcTkSBWRvb096datG3n16hV37NWrV6R79+6kY8eOSuzZj6lfvz53Ut2yZUuyadMmQgghp0+fppaUUF9fn0t2qKOjI5EQsaIlPlQ0W1tboqKiQtq2bUs2bNggc5Klb6levTp3gbSo8+fPkxo1alCPx5Q/nz9/5i7QiG808PGdW56qhMgzgOYjWSCf1q5dS7S0tIibmxtp1KgRsba2Vsrf5kf/JsUnob51o4GvxIcpKSlk1qxZZOjQoVy8kydPksTERGoxCGGD9O9SdOkyRccwMzMj3t7eEie7TOlcXFzIwYMHK3wMGxsbrvyHo6MjmTJlCiGEkDVr1hAjIyMqMSpL6bLyVLKDKZScnEyaNm1K1NXViYWFBbGwsCDq6uqkSZMmCr/ARdPo0aPJ3LlzCSGErF+/ngiFQtK1a1eir69PRo0aRSWGMsotVmSJiYlk5syZpH79+qRKlSqkV69eZO/evSQ7O5tK+0KhkNy/f7/EuFpaWlRiMD8uODiYtGvXjtSpU4cbEKxcuZIcPXqUSvt8rMji6zu3vFQJ+dFZ26IEAkGJg7XXr18TNTU1ebvGKycnJ1K9enUuc39OTg4ZP3480dTUJEuXLuW1L3ysbpCHQCAgGRkZUsfj4uKoXbS+cOEC912urq7O/T4WL15MPRM+y+5eisqyN1lXVxdxcXEKz8z4+vVrTJ06FZGRkcjIyJB6PjSeCx/+++8/jBw5Eq1bt0bTpk1RpUoViftp7C/iI8aqVaugqqoKX19fnDt3Dn379gUhhEue4efnJ1O7JSXKESfHAf4vUY62tjavWWDloaOjg/v378PU1BTGxsY4fPgwWrdujbS0NNjY2CArK0vZXfwpEUJw9uxZPHz4EADQuHFjdO3alWrmdUUrKChAQUEB9/4IDQ3FlStX0KBBA4wbNw7q6uq89WXJkiUYP368wvfhVyQxMTEICQnBgQMH8OXLF3z8+FHuNh0dHVG9enUEBwdDU1MTAPD582eMHDkSmZmZOHfunNwxmB+zceNGzJkzB5MmTcKiRYuQmJgIc3Nz7Nq1C0FBQYiKipI7hre3N6KiorBgwYIS88C4u7vL1K6yv3OVWSVEluzY4j3QzZs3x/nz51GtWjXuPnGywM2bNyM9PZ1aP6Ojo7F8+XKJjPvTpk2Dvb09lfa7deuGoKAg1K1bV+J4REQEvLy8qFSCKit5M5bv3r0bmzZtQlpaGq5evQozMzOsXr0a9evXh4uLi8z9Eic+jI+PR5MmTUpNfBgWFiZzDLG2bdvC1dUV/v7+Er+PGzduYMCAAVQzyLPEcaUYNWoUGjZsiO3bt5dY1qaixBgwYACioqIUPkj/9ddf8fTpU8yePRt16tSpUCfSRV29ehUxMTH4559/pO6jdeGEjxiKSp7Bd6IcPpibmyMtLQ2mpqawsrJCWFgYWrdujePHj7MBjRIJBAJ0794d3bt3V3ZXZKaioiJRNmfo0KEYOnSoUvoSGBiIwYMHs9d0Edra2hAKhVBXV+cqrchr9erV6NGjB4yNjdGsWTMAhcm4NDQ0cObMGSoxmB+zbt06bN26Ff369ZNInNqqVStMnTqVSozjx48jODgYnTt3hqenJ+zt7WFpaQkzMzPs3btX5kG6Mr9zFVElJC8vD1ZWVjhx4sR3K//8888/P5x9X9HJAovbs2cPPD09MWDAAPj6+gIovPjn6OiIXbt2wc3NTe4YZ8+eLfF47969kZCQwP173759cHZ2lkpeV14Uv1gmPtfV19fH6tWr5Rqk85n4MCEhASEhIVLHDQ0N8d9//1GJwaE6L1+JVJa9yQsXLiQ1atQgI0eOJMuXLydr1qyRuNGio6ND7ty5Q609ZeFjewAfMcpT8ozybuXKldx74ezZs0RTU5NoaGgQFRUVsnr1aiX37ud17tw5MnPmTDJ69Gji6ekpcasoduzYQcLCwqSOh4WF8b4UvbwvU+TL48ePycKFC4m1tTVRVVUlDg4OZNu2beT9+/fUYmRnZ5MtW7YQf39/4u/vT7Zu3UpycnKotc/8GE1NTW6Je9H3QVJSErVElHzkgeHL+fPniZeXFzEwMCBVq1Ylnp6e5Ny5c6SgoIBK+3Xr1i1xSwgNfCcLtLKyIitXrpQ6vmLFCmJlZUU11vfIsz2grOT5HmncuDG3LaNoOwkJCaR69epU+sdH4kMjIyMSExNDCJF8HocPHybm5uZUY7GZ9FLwUbqMjxjbtm2Djo4OoqOjER0dLXGfQCDgrvzJy8TEpELUtPyet2/fYvLkyQqtK81HDE9PT/To0QOGhoYSxz99+gRPT0/qNYErcumySleyoxKYN28e5s+fj1atWlXolTmLFy/G5s2bpY4bGhpi7NixGDlypBJ69fP65ZdfcPPmTdja2sLT0xPDhg2Tq052SRYvXoxatWphzJgxEsd37NiBN2/eICAggGo85vvq16+PuLg4mJmZSRw/derUd2dzy4rvFVmK+s41MjJCZmYmevTogS1btqBv377Q0NCQu92ivL29sXTpUmzbtk1iWTIN4r+xuPyhoj1+/Bh9+/aVOu7s7Izff/+dlz6I8XEOLk8N87S0NNjZ2Ukd19DQQHZ2trxdAwD06dMH/fr1Q82aNTFs2DC4u7tzK5poGTp0KAICAnDgwAEIBAIUFBQgJiYGU6dOpX5uzQbppdi2bRtGjhyJxMREhe0b5iNGWlqa3G2UxerVqzFjxgxs3rwZ9erV4yWmIvCxPYCPGISQEgc2z58/R9WqVanEyM7ORkBAAMLCwvD27Vup+ytKHoLg4GAMGTKEOxExMzODmZkZcnNzERwcTP1Dl/m+TZs2YdeuXRgxYoSyuyKXp0+fon79+lLHzczM8PTpUyX06Ofm6OiIHTt2wNraWmExNm/eXOJSyCZNmnAndwy//P394e3tjS9fvoAQghs3bmDfvn1YvHgxtm3bRiWGp6cn4uPj0alTJ8yYMQN9+/bF+vXruTwwNPDxnTt37ly4uroqdFvMzZs3ERkZiTNnzsDGxkZqefbhw4fljiG+WDZq1CiJ47QvlpmYmCAyMlJqsu3cuXMwMTGhEkNR+K5hzsfFsvDwcLx79w4HDhxASEgIVqxYASsrK7i7u8PNzY3K+CQwMBDe3t4wMTGBSCSCtbU1RCIR3Nzc8Mcff8j/JIpgg/RSVOS9yf7+/liwYAG0tbXh7+9f6uMEAgFWrFghU4zihgwZgpycHFhYWEBLS0vqgkNFSSLWsGFDzJw5E5cvX4aNjY3U86Cx8kCRMcTJMwQCARwdHUtNnkHD9OnTERUVhY0bN5aYKKei4HvVAfN9ubm5aNeunbK7ITdDQ0PcvXtX6sQgPj4e1atXV06nfmKLFi1SeIxXr16hTp06Usdr1qzJa4In5v94eXlBKBTijz/+QE5ODtzc3FC3bl2sWbOGWo4IPlZk8fGdW3wFiCLo6+tT2x9cGr4ulk2ZMgW+vr6Ii4vjvrNiYmKwa9curFmzhkoMRRHv3y9tBl58H60xDx8Xy4DCZItjx47F2LFjJRIfzpkzh0riQ3V1dWzduhWzZ89GYmIisrKyYGdnhwYNGlDovSQ2SC+Fj48Phg8fjtmzZytsWbKiYty5cwd5eXncz6WhuYS0siQU42N7gCJj8Jk8Q1GJcvjGx6oD5sd4eXkhJCQEs2fPVnZX5DJs2DD4+vpCV1cXHTt2BFCYCdjPz09pCeR+ZqVdtBYIBNDU1ISlpSVcXFwkMkL/KBMTE8TExEitoIiJiZHKzswoXn5+PkJCQuDk5AR3d3fk5OQgKytL6qKsvPhYkVVZvnN37typ8Bh8XSz77bffULt2baxYsYLLHN64cWPs379frkRofOBrpa0YHxfLilJE4sOiTE1NYWpqSrXN4lgJtlLwUbqMr/JozM9HVVUVERER1GbNS1LRS5fxWbKD+TF+fn4IDg6Gra0tbG1tpVab0Fo+qmi5ubkYMWIEDhw4wL2+CgoK4OHhgU2bNvFagq1Xr17Yvn17iSeuP4suXbrg9u3bEIlEaNSoEQAgKSkJqqqqsLKywqNHjyAQCHD58mWZl8QvW7YMy5Ytw19//cVll46MjMT06dMxZcoUzJw5k9rzYcpGS0sLDx48kFpmS5OqqipevnwpNfh/+/YtDA0NqcxEVvTvXLGFCxfC3d29xK1AtDRo0AB//vknhg8fLnF89+7d+PPPP/H48WOFxS4JH5nX5S2PxidFXSwDgKioKISEhODQoUMoKCjAgAED4O7uDgcHB5knJ7+1Krk4mucnbCa9FJVlbzKfUlNTsXPnTqSmpmLNmjUwNDTEP//8A1NTUzRp0kTZ3SsVH9sD+N6CwEfyjIpeuozPVQfMj7l79y6aN28OAEhMTJS4ryIlkVNXV8f+/fuxYMECxMfHQygUwsbGhspg4datW2jZsmWZH3/y5Em5Y1Z04lnynTt3csmPPnz4AC8vL3To0AFjxoyBm5sbJk+ejNOnT8sUY9q0aXj79i0mTJjAJfbS1NREQEAAG6ArSevWrXHnzh2FDtL5WJFV0b9zxQ4cOIA///wTbdq0wfDhwzF48GDUqFGDaowxY8Zg0qRJyMvLK/FiGd/GjRuHNm3aKHQAbWZmJnVB+0coqoZ5cRkZGXj06BGAwu/zmjVrUmtbUYkPv7UquSja5ydsJr0UixYtwurVq9G7d2+F7U3mIwZfoqOj0bNnT7Rv3x4XL17EgwcPYG5ujiVLliA2NhYHDx5UdhdL1aVLFxw5cgT6+vro0qVLqY8TCAQ4f/58uY1RXNHkGZcuXaKePGPVqlVQVVWFr68vzp07h759+4IQwiXK8fPzk/9J8ICPVQfMz8Xe3h4uLi5wdnZGw4YNFRJDRUUF5ubmGDVqFH799Ve2lLoMjIyMcPbsWalZ8nv37qF79+548eIFbt++je7du8td7zYrKwsPHjyAUChEgwYNqGfIZsouLCwMM2fOxOTJk9GyZUup2Ux59ozzuSKrsnznAoXvub179yI0NBTPnz9Ht27d4O7ujn79+kFLS0vu9gkhmDFjBtauXSt1sWzOnDlyt/+jyvssd/Ea5omJiTA3N8euXbsQFBSEqKgouWN8+vQJEyZMwL59+7js+6qqqhgyZAg2bNhA5WLW1q1bFZ74kE9skF6Kby3DEQgEVJbK8BGDL23btoWrqyv8/f0lPoxu3LiBAQMG4Pnz58ru4k+taPKM5ORkKskzinvy5EmFLF3m4uKC06dPK3TVASOblJQUpKamomPHjhAKhaXOVpU3wcHBCA8Px5kzZ2BsbAxnZ2c4OzujXbt21PqvoqICLy8vhIeHIzMzE05OTvDy8kLfvn2hqqpKJUZlo6OjgxMnTqBz584Sxy9cuIC+ffvi06dPePz4MZo3b46PHz8qp5MMdSoqKlLHaCXFmjdvHgBg/vz58Pf3L3VFliK2tlTU79ziYmJiEBISggMHDuDLly9U33vl5WLZjw7SDQwMyvxdQSMxs7W1NQIDA9GvXz+JviYmJqJz585yX7QEChNM37lzB+vWrUPbtm0BFCbQ9vPzQ/PmzREaGip3DD58+PABIpFIKndJZmYm1NTUqJYfZoN0hgodHR0kJCSgfv36Em/w9PR0WFlZ4cuXL8ru4k8rLy8PERER2LNnDyIiIlCtWjW8ePFC7naLJ8oRy83NRWhoaIXKiq7oVQfMj3n79i0GDx6MqKgoCAQCJCcnc7PGBgYG1KpSKNrXr18RGRmJ8PBwHD9+HCKRCL1794azszOcnJwgFAplbltFRQWvXr1CtWrVEB4ejh07duD06dOoUaMGRo4cidGjRytsFr+icnd3x9WrV7FixQr873//A1BYDmrq1Klo164ddu/ejdDQUCxfvhyxsbFK7i1Dy5MnT755P41l8HysyKpM37lFxcXFYc+ePQgNDcXbt2/x+fNnam2Xlwu9PzpIDwoKKnPbI0eOlLVbHKFQiIcPH8LMzEyir8nJybC1taXyN9HW1sbp06fRoUMHieOXLl1Cjx49qNVKV7SePXuib9++mDBhgsTxTZs24dixY1S3lrFBehGVcW8yX4yNjREWFoZ27dpJvMGPHDmCqVOnIjU1Vdld/OkoInlGUXwkylEGPlYdMN/m4eGBjIwMbNu2DY0bN+Y+T06fPg1/f3/cu3dP2V2UyfXr13Hs2DEcO3YMqampcHBwwMyZM9G+ffsfbks8SC/6/nvx4gV27NiBXbt2IT09ndt+9DO7e/cumjZtChUVFWRlZWHy5MkIDg7m3tdqamoYOXIkVq1aBW1tbcTFxQEAlxOB+Xn07t0b27Ztkym5Ih8rsirTd25aWhpCQkIQEhKCR48eoVOnTnBzc8OgQYOoLHsubxd6y/tyd2trayxevBguLi4SfV23bh127tyJ27dvyx3D1NQUERERsLGxkTh+9+5d9OrVq8KsuK1WrRpiYmKkars/fPgQ7du3x9u3b6nFYonjiuCjdJkyyqPxQVx38sCBAxAIBCgoKEBMTAymTp1aYa/uVmSKSp5RVGUsXabokh1M2Zw5cwanT5+GsbGxxPEGDRp8d1asPGvTpg3atGmDRYsWITU1FceOHZO5HFBJ7z0jIyPMnj0bs2fPRmRkJHbs2CFvlys8Ozs7bmBja2uLmzdvYtWqVdx2MnNzc4klymxw/vO6ePGizDOG4eHhEiuyVqxYQX1FVmX5zv3ll19w8+ZN2NrawtPTE8OGDYORkRHVGJMnT0aVKlXw9OlTicHUkCFD4O/vX6EmwQDFJ2bmo4b5H3/8AX9/f+zevRu1a9cGUFgqb9q0aRWq3OrXr19LnLzJy8ujugoEAEAYhoKvX78SLy8voqamRgQCAalSpQpRUVEhw4cPJ/n5+cru3k9ny5Yt5N27dwppu3nz5sTOzo6oqKgQGxsbYmdnx91sbW2Jrq4ucXV1VUhsRTl//jzx8vIiBgYGpGrVqsTT05OcO3eOFBQUKLtrPyUdHR2SlJTE/ZyamkoIIeTmzZukWrVqyuyaTG7evEmCg4NJcHAwiY2NpdKmQCAgr1+/ptJWZVatWjVy7do1Qkjh7ywjI0PJPWLKq6KfNfJ69uwZWbZsGbGysiKqqqpytVXZvnN///13cu/ePYXGqFWrFomLiyOESP5dU1NTiba2tkJjl6RJkybk6dOnMv3fCxcuEKFQSLp27UrU1dW557J48WIycOBAan3cs2cPsbS0JAKBgAgEAmJkZES2bdsmV5vi1674pqOjQ6pUqUIsLCyIhYUFqVKlCtHR0SF2dnaUnoXide7cmUycOFHq+IQJE0iHDh2oxmIz6QwV6urq2Lp1K2bPno3ExERkZWXBzs4ODRo0UHbXfkpjxoxRWNuVrXQZH6sOmB9jb2+P4OBgLFiwAAC41TnLli37ZnWE8ub58+cYNmwYYmJiuGyz79+/R7t27RAaGiq1UuBHREVFSSWuYaQNHDgQnTp1Qp06dSAQCNCqVatSE+tVpGStTPlFe0VWZfvOXbRoEYDCvfRpaWmwsLCQyIpPQ3Z2dolZ4jMzM5Xy/V68lOiPmDFjBhYuXMglZhZzcHDA+vXraXQPQGHODnd3d6o1zMWv3cpk4cKF6Nq1K+Lj4+Ho6AigsLzfzZs3cebMGaqx2J50hmFkUllKl1W2kh2Vwb179+Dg4IAWLVrg/PnzcHZ2xr1795CZmYmYmBhYWFgou4tl0qNHD7x//x5BQUFo1KgRAODRo0fw9PSEnp4eTp06peQe/hxOnTqFlJQU+Pr6Yv78+RInukVVpBJWDH3y7hvmIw9MZfjO/fz5MyZOnMglR0tKSoK5uTl8fHxgZGSEGTNmyB2jV69eaNmyJRYsWABdXV3cvXsXZmZmGDp0KAoKCuQqC8x35nU+EzMXrWFuZWVFtYZ5ZRIXF4e//voLcXFxEAqFsLW1xcyZM6lPTLKZdIaK0pLgCQQCaGpqwtLSEi4uLmzmpxLp06cP+vXrV+FLlyly1QHz4/Ly8uDr64vjx4/j7Nmz0NXVRVZWFgYMGABvb2+ZkjopS3R0NK5cucIN0AGgUaNGWLduHezt7eVuPzc3F0ePHsXVq1fx6tUrAEDt2rXRrl07uLi4KKTsU0UkHtTcunULfn5+pQ7SGUZWfKzIqizfuTNmzEB8fDwuXLggccGha9eumDt3LpVB+rJly+Do6IjY2Fjk5uZi+vTpEhd65bF69Wq5+/cj9PX18fLlS6myzXfu3KG2l5+PGuaVSfPmzbF3716Fx2Ez6QwVXbp0we3btyESibgT0qSkJKiqqsLKygqPHj2CQCDA5cuXYW1treTeMrSw0mWMItSsWRNXrlyp8NtlGjZsiD179qB169YSx2/cuAE3NzekpKTI3HZKSgqcnJzw77//ok2bNtyS2tevX+P69eswNjbGP//8A0tLS7meA8P8LOSZSedrRVZl+M41MzPD/v378csvv0j8zlNSUtCiRQtqddI/fPiA9evXIz4+HllZWWjRokWFu9ALAFOnTsX169dx4MABNGzYELdv38br16/h4eEBDw8P/Pnnn3LH4KOGuUgkwqpVqxAWFoanT58iNzdX4n4aqw4U5ePHj1z98++9PmnWSWeJ4xgqVq1aRQYMGEA+fPjAHXv//j0ZNGgQWb16NcnOziYuLi6ke/fuSuwlo0g0E+UwP7dJkyaRgIAAZXdDbkePHiWtW7cmN2/e5I7dvHmT/PLLL+TIkSNytd21a1fi4uIi8Zkr9uHDB/Z5yzA/KDAwUGEJVxWhon7nCoVCLvlZ0aRucXFxRE9PT5ldk0lKSgqZNWsWGTp0KJfM8+TJkyQxMZFK+3wkZtbS0iKXLl2SOn7x4kWipaVFJcbs2bNJnTp1yPLly4mmpiZZsGABGT16NKlevTpZs2YNlRiKoqKiwv1tBQIBUVFRkbqJj9PEZtIZKoyMjHD27FmpWfJ79+6he/fuePHiBW7fvo3u3bvjv//+U1IvGUXJy8tDREQE9uzZg4iICFSrVg0vXrxQdreYCsrHxwfBwcFo0KABWrZsCW1tbYn7V65cqaSefV/x/YrZ2dnIz8/nEiOJf9bW1pZr5kBLSws3btxA06ZNS7w/ISEBbdq0QU5OjswxGKYyWLx4MWrVqoVRo0ZJHN+xYwfevHmDgIAAJfVMdhX5O7djx45wdXWFj48Pt1+8fv368PHxQXJyssy5Ou7evYumTZtCRUUFd+/e/eZjdXR0YGJigipVqsgUSyw6Oho9e/ZE+/btcfHiRTx48ADm5uZYsmQJYmNj5dr7XtzTp08VlpiZjxrmFhYWWLt2LXr37g1dXV3ExcVxx65du4aQkBC5YyhKdHQ02rdvDzU1NURHR3/zsZ06daIWl+1JZ6j48OEDMjIypAbpb9684ZaG6OvrSy1vYSq2khLlnDhxAg4ODsruGlOBJSYmokWLFgAKt80URSMBkyLxtV9RX18f6enppQ7S09PTWTJEhgGwefPmEgcATZo0wdChQyvUIL0yfOcGBgaiZ8+euH//PvLz87FmzRrcv38fV65c+e4A6FuaN2+OV69ewdDQEM2bN4dAIMC35iGrVq2KTZs2YciQITLH5CvzOlA4kDYxMQFA/3uQjxrmr1694i4C6Ojo4MOHDwAKcy2U9zrpRQfeNAfh38MG6QwVLi4uGDVqFFasWIH//e9/AICbN29i6tSpXAmGGzduoGHDhkrsJUMTK13GKEpUVJSyuyCzkSNH8hLHy8sLHh4emD17NhwdHSX2pEdGRmLhwoXw8fHhpS8MU569evWqxH3INWvWxMuXL5XQI9lUlu/cDh06IC4uDkuWLIGNjQ3OnDmDFi1a4OrVq1IzuT8iLS2Ny0aelpb2zcd+/foVBw4cQEBAgFyD9ISEhBIvABkaGlJdNbp9+3asWrUKycnJAIAGDRpg0qRJ8PLykrlNOzs7icF+cnIyTE1NYWpqCqBw5l5DQwNv3rzBuHHj5HsCAIyNjfHy5UuYmprCwsKC+7vfvHmzwr2O379/jxs3biAjI4NLtCfm4eFBLQ4bpDNUbN68GZMnT8bQoUORn58PAFBTU8PIkSOxatUqAIXlHLZt26bMbjIUzZ07l5UuY5gy+vLli9RKInkSzMyfPx/a2tr466+/MGXKFO5kixCC2rVrIyAgANOnT5erzwxTGZiYmCAmJkYqO3ZMTAzq1q2rpF79uMr0nWthYYGtW7dSbdPMzKzEn0szYcIE3Lp1S66YfGRenzNnDlauXAkfHx+JpG6TJ0/G06dPMX/+fJna5buGef/+/REZGYk2bdrAx8cHw4cPx/bt2/H06VNMnjyZ177I4/jx43B3d0dWVhb09PQkLnQIBAKqg3S2J52hKisrC48fPwYAmJubQ0dHR8k9YhiGUY7s7GwEBAQgLCwMb9++lbpfJBJRifP48WO8fv0aQGEJtuInjAzzM1u2bBmWLVuGv/76i1sWHhkZienTp2PKlCmYOXOmkntY+f1IxnZa2bHfvXuH7du348GDBwCAxo0bY9SoUVRLAfOReb1mzZpYu3Ythg0bJnF837598PHxqbB5nq5evYqrV6+iQYMG6Nu3r7K7U2YNGzZEr169EBgYCC0tLYXGYoN0hmEYhlEAb29vREVFYcGCBRgxYgQ2bNiAFy9eYPPmzViyZAnc3d2V3UWGqfQIIZgxYwbWrl3LrWbR1NREQEAA5syZo+Te/RxUVFS+u4+aEAKBQEDl4uXFixfRt29fVK1aFa1atQIA3Lp1C+/fv8fx48fRsWNHuWMAQG5uLry9vbFr1y6IRCKoqalBJBLBzc0Nu3btgqqqqtwx9PX1cfPmTalEcUlJSWjdujXev38vdwym7LS1tZGQkCBTqcYfxQbpDDWxsbGl1j88fPiwknrFMAyjHKampggODkbnzp2hp6eH27dvw9LSErt378a+fftw8uRJudq/f/8+1q9fj6tXr+LVq1cACmfS27Zti4kTJ0ol8mSYn1lWVhYePHgAoVCIBg0aVLh9sBXZjySEo5GYy8bGBm3btsXGjRu5gbJIJMKECRNw5coVJCQkyB2jKEVmXvfx8UGVKlWkqppMnToVnz9/xoYNG+SOoaga5seOHSvzY52dnWWKwbcBAwZg6NChGDx4sMJjsUE6Q0VoaCg8PDzg5OSEM2fOoHv37khKSsLr16/Rv39/7Ny5U9ldZBiG4ZWOjg7u378PU1NTGBsb4/Dhw2jdujXS0tJgY2ODrKwsmdv+559/0K9fP7Ro0QJOTk4SiePOnj2LW7duITw8HE5OTrSeDsMwTIUgFAoRFxeHRo0aSRx/9OgRmjdvjs+fP1OPKR5O0ci87u/vz/2cn5+PXbt2wdTUFL/88gsA4Pr163j69Ck8PDywbt06uePNmTMH27Ztw5QpU/DHH39g1qxZSE9Px9GjRzFnzhz4+vrK1K6KikqZHkdrBYWiFL3Y8ObNG8yfPx+enp6wsbGRKuNH82IDG6QzVNja2mLcuHHw9vaGrq4u4uPjUb9+fYwbNw516tTBvHnzlN1FhmEYXtna2mLdunXo1KkTunbtiubNm2P58uVYu3Ytli1bJlft2WbNmsHFxaXUpEFz587F4cOHv1svmGEqowEDBmDXrl3Q09PDgAEDvvlYttKPXzt37oSOjg5cXV0ljh84cAA5OTlUKmS0b98e06ZNk0qOdvToUSxZsgTXrl2TO4aYIjKvd+nSpUyPEwgEOH/+vMxxxCpyDXM+KOtiA8vuzlCRmpqK3r17AwDU1dWRnZ0NgUCAyZMnw8HBgQ3SGYb56Xh6eiI+Ph6dOnXCjBkz0LdvX6xfvx55eXlSSxd/VFJS0jf3tA8bNgxLly6VKwbDVFRVq1blZjSLZ2BmlGvx4sXYvHmz1HFDQ0OMHTtW5kF60QuSvr6+8PPzQ0pKCjf7fO3aNWzYsAFLliyRreMlUFTmdb7LkJanGuY2NjY4efIkVxO+PCheZo0vbJDOUGFgYIBPnz4BKKzlmZiYCBsbG7x//x45OTlK7h3DMAz/ipaV6dq1Kx4+fIhbt27B0tIStra2crVdr149RERESC3nFIuIiChTGSKGqYyKbrHbtWuX8jrCSHn69GmJFSjMzMzw9OlTmdtt3rw5BAIBii4QLqkMpZubm1y10YvauHEjtm7dKpF53dnZGba2tvDx8ZF5kM638lTDPD09HXl5ebzGlNWXL1+gqampsPbZIJ2homPHjjh79ixsbGzg6uoKPz8/nD9/HmfPnoWjo6Oyu8cwDMO74OBgDBkyhDvJMTMzg5mZGXJzcxEcHCxXPdX58+fDzc0NFy5cQNeuXSX2pEdGRuLUqVM//RJFhgEABwcHHD58WKq++MePH9GvXz8qy4WZsjM0NMTdu3dRr149iePx8fGoXr26zO2mpaXJ2bMfl5eXx2WPL6ply5bIz8+nFkfRiZkrSw1zPohEIgQGBmLTpk14/fo1kpKSYG5ujtmzZ6NevXoYPXo0tVhsTzpDRWZmJr58+YK6deuioKAAy5Ytw5UrV9CgQQP88ccfMDAwUHYXGYZheKWqqoqXL1/C0NBQ4vjbt29haGgo9961K1euYO3atSVmd/fz8+OWXzLMz0xFRQWvXr2Seh9mZGTAyMiowszaVRYBAQHYv38/du7cyZVCi46OxqhRozBo0CAsX75cyT0sOz4yrysjMbMya5iL81rxUeJMFvPnz0dQUBDmz5+PMWPGIDExEebm5ti/fz9Wr16Nq1evUovFBukMwzAMowAqKip4/fo1atasKXE8Pj4eXbp0kbmsDcMw3yfeo9y8eXOcP38e1apV4+4TiUQ4deoUNm/ejPT0dCX18OeUm5uLESNG4MCBA1BTK1zQW1BQAA8PD2zatAnq6upU4qSmpmL16tV48OABAMDa2hp+fn6wsLCQq12+M6//bImZy/sg3dLSEps3b4ajo6NEXx8+fIi2bdvi3bt31GKx5e4MVRkZGcjIyJBKsiDv/kuGYZiKws7ODgKBAAKBAI6OjtyJKFA4OEhLS0OPHj2U2EOGqfzEe5QFAgEcHByk7hcKhVQGUcyPUVdXx/79+7FgwQLEx8dDKBTCxsaGag6N06dPw9nZGc2bN0f79u0BADExMWjSpAmOHz+Obt26ydz2nTt3JP7dsmVLAIUXBQCgRo0aqFGjBu7duydzjKIUlZi5MtYw58OLFy9gaWkpdbygoID6qhw2SGeouHXrFkaOHIkHDx6g+OKM8l7/kGEYhiZx2Z/4+Hg4OTlBR0eHu09dXR316tXDwIED5Y5z8uRJHD58GNWqVYOnpycaN27M3ffu3TsMHDiQ7bdlflppaWkghMDc3Bw3btyQWNGirq4OQ0NDqKqqKrGHPxd7e3u4uLjA2dkZDRs25G6KMGPGDEyePFkqk/uMGTMQEBAg1yCd78zrikrMXLw8XWnYObwka2trXLp0Seqi0sGDB2FnZ0c1FlvuzlDRrFkzWFhYICAgALVq1ZIqd8KyDDMM87NRVVVFRESEQmbNQ0JC4OHhgR49euDDhw+IjY3Ftm3buLJsr1+/Rt26ddnJFcMw5UJwcDDCw8Nx5swZGBsbw9nZGc7OzmjXrh31EnmamppISEhAgwYNJI4nJSXB1tYWX758oRpPkdzc3NCqVSv4+/tjwYIFWLduHVxcXHD27Fm0aNGCSuK48iQkJAQuLi7Q1tZWdldKFB4ejpEjR2LmzJmYP38+5s2bh0ePHiE4OBgnTpyQ6wJQcWyQzlChq6uLO3fulLgEhGEY5mfk4uKC06dPo2bNmhg2bBjc3d3RrFkzKm3b2dnB09MTvr6+AICwsDCMGjUKa9aswejRo9kgnWGK2L17NzZt2oS0tDRcvXoVZmZmWLVqFczNzeHi4qLs7v1Uvn79isjISISHh+P48eMQiUTo3bs3nJ2d4eTkBKFQKHcMExMTrFy5Eq6urhLHw8LCMHXqVLlKvRWn6Mzr5Skxs7w1zCMjI7Fq1SouT0Djxo0xadIkdO3alWY3Fe7SpUuYP38+4uPjkZWVhRYtWmDOnDno3r073UCEYShwcXEhBw8eVHY3GIZhypXMzEyyefNm0qlTJ6KiokKsra3JokWLSFpamlztamtrk8ePH0scO3/+PNHR0SEbN24kr169IioqKnLFYJjK4O+//yY1atQgCxcuJEKhkKSmphJCCNm5cyfp3LmzknvHXLt2jfz++++kadOmRCgUkt69e5PLly/L1ea8efOIvr4+WbJkCbl48SK5ePEiWbx4MdHX1yfz58+n1HNC9u3bR6pUqUL69OlD1NXVSZ8+fUjDhg1J1apVya+//kotTnmho6PDvX9+1IYNG4iamhoZOnQoWbNmDVmzZg0ZNmwYqVKlClm/fj3lnlYObCadoeK///7DyJEj0bp1azRt2hRVqlSRuJ8lnWAY5mf3/Plz7Nu3Dzt27EBycrJcdXTr1q2Lw4cPcxmFxaKjo9GnTx/4+flh8eLFbCad+elZW1sjMDAQ/fr1k8jGnJiYiM6dO+O///5TdheZ/y81NRXHjh2DiYkJBg0aJHM7hBCsXr0aK1aswL///gug8DNz2rRp8PX1pba8XlGZ1z9+/Fjmx+rp6ckUQxbyZF43NjbGjBkzMHHiRInjGzZsQGBgIF68eEGrmwrl5eWF4cOHo3PnzgqPxQbpDBXHjx/HiBEjSvxgYUknGIb52eXl5SEiIgJ79uxBREQEqlWrJtdJSb9+/dCsWbMSTwIvXLiAPn364PPnz+yzl/npCYVCPHz4EGZmZhKDjOTkZNja2uLz58/K7uJPKTY2VqI8mjhLOm3ipGu6urpS98XExKBVq1bQ0NCQqW1tbW3cu3cP9erVQ/Xq1XHhwgXY2NjgwYMHcHBwwMuXL2VqV0VF5bsXEgghvJ9fyzNI19HRQVxcnNS22OTkZNjZ2SErK4tWNxWq6Da2oUOHwt3dHc2bN1dILJbdnaHCx8cHw4cPx+zZs1GrVi1ld4dhGKZciIqKQkhICA4dOoSCggIMGDAAJ06cKLEk1I+YPHkyrly5UuJ9nTt3xvHjxxEcHCxXDIapDOrXr4+4uDipBLanTp2SqIjA8OP58+cYNmwYYmJioK+vDwB4//492rVrh9DQUBgbG1ONV9LgXKxnz56Ii4uTuSa3ojKv851Bng/Ozs44cuQIpk2bJnE8PDwcffr0UVKvflx4eDjevXuHAwcOICQkBCtXroSVlRXc3d3h5uaGevXqUYvFBukMFW/fvsXkyZPZAJ1hGOb/MzIyQmZmJnr06IEtW7agb9++Ms/YFNepUyd06tSp1Pu7dOmCLl26UInFMBWZv78/vL298eXLFxBCcOPGDezbtw+LFy/Gtm3blN29n46Xlxfy8vLw4MEDNGrUCADw6NEjeHp6wsvLC6dOneKtL/IuJu7YsSPOnj0LGxsbuLq6ws/PD+fPn8fZs2fh6Ogoc7vf+mwvzYQJEzB//nzUqFFD5ri0rV27lvvZ2toaixYtwoULF9C2bVsAwLVr1xATE4MpU6Yoq4syMTAwwNixYzF27FiJbWxz5syRaxtbcWy5O0PFyJEjYW9vDy8vL2V3hWEYplzYunUrXF1dudkiRTh58iRUVVXh5OQkcfz06dMoKChAz549FRabYSqKvXv3Yu7cuUhNTQVQuD953rx5GD16tJJ79vMRCoW4cuWKVE3pW7duwd7eXq4Z6B8lz/JtoHxlXtfT05NrVUBZ/Ojvq379+mV6nEAgwOPHj+XpmlLQ3sZWHJtJZ6ho2LAhZs6cicuXL8PGxkYqcZy4TBDDMMzPYsyYMQqPMWPGDCxZskTqOCEEM2bMYIN0hgHg7u4Od3d35OTkICsrC4aGhsru0k/LxMQEeXl5UsdFIhHq1q2rhB7Jrlq1atzPKioqmDFjhtL6wsec6+bNm39oxWxaWpoCe6M8itrGVhybSWeo+NbVsop6hYxhGKa8EwqFePDggdQ+uPT0dDRp0gTZ2dnK6RjDlDMZGRl49OgRAMDKygo1a9ZUco9+TuHh4QgMDMSGDRvQqlUrAIVJ5Hx8fBAQEIB+/frx1hdZZtIrY+Z1QLE1zPPy8mBlZYUTJ05U+DwQRbexubu7U93GVhybSWeoqKxXyxiGYcqzqlWr4vHjx1KD9JSUFGhrayunUwxTjnz69AkTJkzAvn37UFBQAABQVVXFkCFDsGHDBlStWlXJPaz8DAwMJLKVZ2dno02bNlBTKxyG5OfnQ01NDaNGjeJ1kC5LKTZ9ff1ymXldHn///Tf8/PwwaNAg+Pn5ASjcL96rVy+sWrUK3t7ecrVfpUoVfPnyhUZXlW7u3Lll2sb2/Plz1K1bFyoqKjLHYjPpjMz8/f2xYMECaGtrw9/fv9THCQQCrFixgseeMQzD/BzGjRuHq1ev4siRI7CwsABQOEAfOHAg/ve//7HEWMxPb8iQIbhz5w7WrVvHJay6evUq/Pz80Lx5c4SGhiq5h5VfUFBQmR87cuRIBfZEkiyzz9HR0WV+rCwJ4GRV3muYBwYGIikpCdu2beMuzlRmNHIEsEE6I7MuXbrgyJEj0NfX/2YWYYFAgPPnz/PYM4ZhmJ/Dhw8f0KNHD8TGxnKli54/fw57e3scPnxYoUnrGKYi0NbWxunTp9GhQweJ45cuXUKPHj3YlpBKyMHBocTPv48fP6Jfv368n5PykXm9vNcw79+/PyIjI6GjowMbGxuplV6HDx+WO0Z5Iu/2A4Atd2fkULSOY2Ws6cgwDFPeVa1aFVeuXMHZs2cRHx8PoVAIW1tbdOzYUdldY5hyoXr16iUuaa9atSqv2bcZaV++fEFubq7EMRr7uC9cuCDVrjjepUuX5G7/R+3ZswdTp05V6CB9+PDhMv/u+Khhrq+vj4EDB1Jp62fBBukMwzAMU4EJBAJ0794d3bt3V3ZXGKbc+eOPP+Dv74/du3ejdu3aAIBXr15h2rRpmD17tpJ79/PJzs5GQEAAwsLC8PbtW6n75dnHfffuXe7n+/fv49WrVxLtnjp1CkZGRjK3Lyt5Fi2fOnUKOjo63EqQDRs2YOvWrbC2tsaGDRu4C00bN278oXb5rmG+c+dOKu38TNhyd4ZhGIapwKKjo7F8+XIuK6+1tTWmTZsGe3t7JfeMYZTDzs5OIrlXcnIyvn79ClNTUwDA06dPoaGhgQYNGuD27dvK6uZPydvbG1FRUViwYAFGjBiBDRs24MWLF9i8eTOWLFkCd3d3mdtWUVHh/u4lDW+EQiHWrVuHUaNGyRxDFvIsfbaxscHSpUvRq1cvJCQk4H//+x/8/f0RFRUFKysrmQe/yqph/ubNG67KQqNGjSptlQW23J1hGIZhfmJ79uyBp6cnBgwYAF9fXwBATEwMHB0dsWvXLri5uSm5hwzDPz4zhDM/5vjx4wgODkbnzp3h6ekJe3t7WFpawszMDHv37pVrkJ6WlgZCCMzNzXHjxg2JAaC6ujoMDQ2hqqpK42nwJi0tDdbW1gCAQ4cOoU+fPggMDMTt27fRq1cvudrlU3Z2Nnx8fBAcHCxRZcHDwwPr1q2DlpYWr/1RNFkqBxTHBukMwzAMU0EtWrQIy5Ytw+TJk7ljvr6+WLlyJRYsWMAG6cxP6c8//1R2F5hSZGZmcrOLenp6yMzMBAB06NABv/32m1xtm5mZAQA3CKwM1NXVkZOTAwA4d+4cPDw8AADVqlX7oZrtpeGrhrm/vz+io6Nx/PhxtG/fHgBw+fJl+Pr6YsqUKT+8XL+8o7FQXfbibQzDMAzDKNXjx4/Rt29fqePOzs68z5QwDMN8j7m5OffZZGVlhbCwMACFM+y0qlEEBQUhIiKC+/f06dOhr6+Pdu3a4cmTJ1Ri8KVDhw5cyeMbN26gd+/eAICkpCSuooc8+KphfujQIWzfvh09e/aEnp4e9PT00KtXL2zduhUHDx5UeHxaRo0ahU+fPkkdz87OlthGcf/+fe6ikazYIJ1hGIZhKigTExNERkZKHT937hxMTEyU0COGKV9EIhGWL1+O1q1bo3bt2qhWrZrEjeGXp6cn4uPjAQAzZszAhg0boKmpicmTJ0tlF5dVYGAghEIhAODq1atYv349li1bhho1akisOuKLPJnX169fDzU1NRw8eBAbN27kEt/9888/6NGjB5X+eXt7Y+nSpcjPz6fSXklycnJQq1YtqeOGhobcSoGKICgoCJ8/f5Y6/vnzZwQHB3P/NjExkXtrBUscxzAMwzAV1MaNGzFp0iSMGjUK7dq1A1C4J33Xrl1Ys2YNxo0bp+QeMoxyzZkzB9u2bcOUKVPwxx9/YNasWUhPT8fRo0cxZ84cLpcDoxxPnjzBrVu3YGlpCVtbWyptamlp4eHDhzA1NUVAQABevnyJ4OBg3Lt3D507d8abN2+oxClr5vXyjo8a5o6OjqhevTqCg4OhqakJoHBgO3LkSGRmZuLcuXNyx1Ckjx8/ghACAwMDJCcnS+Q7EIlEOH78OGbMmIF///2XWkw2SGcYhmGYCuzIkSNYsWIFl929cePGmDZtGlxcXJTcM4ZRPgsLC6xduxa9e/eGrq4u4uLiuGPXrl1DSEiIsrv4UwkODsaQIUOgoaEhcTw3NxehoaHcnmt5GBoa4vTp07Czs4OdnR38/f0xYsQIpKamolmzZsjKypI7BqC4zOvFpaamYufOnUhNTcWaNWtgaGiIf/75B6ampmjSpInc7Xt6en7zfhrPIzExEU5OTvj69SuaNWsGAIiPj4empiZOnz5N5XkoUtHKASURCASYN28eZs2aRS0mG6QzDMMwTAXl5eWF4cOHo3PnzsruCsOUS9ra2njw4AFMTU1Rp04dREREoEWLFnj8+DHs7Ozw4cMHZXfxp6KqqoqXL1/C0NBQ4vjbt29haGgoV510MXd3dzx8+BB2dnbYt28fnj59iurVq+PYsWP4/fffkZiYKHcMANDR0UFiYiLq1auHuXPnIjExEQcPHuQyrxet0y6r6Oho9OzZE+3bt8fFixfx4MEDmJubY8mSJYiNja1Q+7lzcnKwd+9ePHz4EEDhBWV3d3dua0J5Fh0dDUIIHBwccOjQIYmtMurq6jAzM0PdunWpxmTZ3RmGYRimgnrz5g169OiBmjVrYtiwYXB3d+dmKRiGAYyNjfHy5UuYmprCwsICZ86cQYsWLXDz5k2p2VxG8QghJc5IPn/+HFWrVqUSY8OGDfjjjz/w7NkzHDp0CNWrVwcA3Lp1C8OGDaMSA1B85nWgcN/+woUL4e/vD11dXe64g4MD1q9fTyWGmKJrmGtpaWHMmDFU2+RLp06dABSWrjM1NaVSYu172CCdYRiGYSqo8PBwvHv3DgcOHEBISAhWrFgBKysruLu7w83NDfXq1VN2FxlGqcT7bdu0aQMfHx8MHz4c27dvx9OnT5WSROxnZWdnB4FAAIFAAEdHR6ip/d8QRCQSIS0tjVoiNH19/RIHsPPmzaPSvpg483r79u1x48YN7N+/HwC9zOsAkJCQUOKWDENDQ/z3339UYvBVwzw5ORlRUVHIyMiQKpM3Z84cKjEU7cGDB3j27BkveQjYcneGYRiGqSSeP3+Offv2YceOHUhOTlZotl6GqYiuXr2Kq1evokGDBiWWL2QUQzxAnj9/Pvz9/aGjo8Pdp66ujnr16mHgwIFQV1enEu/SpUvYvHkzHj9+jAMHDsDIyAi7d+9G/fr1uQGWvJ4+fYoJEybg2bNn8PX1xejRowEAkydPhkgkwtq1a+WOYWxsjLCwMLRr1w66urqIj4+Hubk5jhw5gqlTpyI1NVXuGOPGjcO5c+ewfv16qRrm3bp1o1LDfOvWrfjtt99Qo0YN1K5dW2ImWiAQ4Pbt23LH4EPxPAStWrXClClTqOchANggnWEYhmEqhby8PERERGDPnj2IiIhAtWrV8OLFC2V3i2EYhqOqqoqIiAhqs+YlOXToEEaMGAF3d3fs3r0b9+/fh7m5OdavX4+TJ0/i5MmTCotN29SpU3H9+nUcOHAADRs2xO3bt/H69Wt4eHjAw8MDf/75p9wxatSogYMHD0rlNomKisLgwYOpZMM3MzPDhAkTEBAQIHdbysRHHgIxttydYRiGYSqwqKgohISE4NChQygoKMCAAQNw4sQJODg4KLtrDKMUx44dQ8+ePVGlShUcO3bsm491dnbmqVcMAPTp0wf9+vVTaB6NhQsXYtOmTfDw8EBoaCh3vH379li4cCHVWIrOvB4YGAhvb2+YmJhAJBLB2toaIpEIbm5u+OOPPyg8A35qmL979w6urq5U2lImPvIQiLGZdIZhGIapoIyMjJCZmYkePXrA3d0dffv2ZcmwmJ+eiooKXr16BUNDQ6ioqJT6OIFAQCWbOPNjiubRuHTpEvU8GlpaWrh//z7q1asnsUT88ePHsLa2xpcvX+R/EuA38/qzZ8+QkJCArKws2NnZoUGDBtTa5qOG+ejRo/G///0P48ePl7stZXJ2dkZubi7at2+PBQsWIC0tDUZGRjhz5gwmTpyIpKQkarHYTDrDMAzDVFBz586Fq6sr9PX1ld0Vhik3iialKp6gilE+AwMDjB07FmPHjpXIozFnzhwqeTRq166NlJQUqQH/5cuXYW5uLnf7YnxkXp8/fz6mTp0KExMTmJiYcMc/f/6Mv/76i0rCtTVr1sDJyQnGxsYl1jCnwdLSErNnz8a1a9dgY2ODKlWqSNzv6+tLJY6irV+/HhMmTMDBgwexceNGGBkZAQD++ecf6ls42Ew6wzAMwzAMwzC8UlQejcWLF2PPnj3YsWMHunXrhpMnT+LJkyeYPHkyZs+eDR8fHwq9L9yfnJCQgPr160vM2Kenp8PKyorKjD0fdeUBxdcwr1+/fqn3CQQCPH78mEqcyoTNpDMMwzAMwzCVxo9k1a4oM3iViaLzaMyYMQMFBQVwdHRETk4OOnbsCA0NDUydOpXaAB0oLPX28uVLqQHonTt3uBlWeZVWVz4+Ph7VqlWjEgNQfA3ztLQ0hbXNN0XnIRBjM+kMwzAMwzBMpVF80PTmzRvk5ORw20Lev38PLS0tGBoashk8nvGZRyM3NxcpKSnIysqCtbW1RNk3GhSZed3AwAACgQAfPnyAnp6exEBdJBIhKysL48ePx4YNG2g8lUpRw5wPfOYhYIN0hmEYhmEYplIKCQnB33//je3bt6NRo0YAgEePHmHMmDEYN24c3N3dldzDn8vWrVt5z6Px8eNHnD9/Ho0aNULjxo2ptZubmwtvb2/s2rULIpEIampqXOb1Xbt2QVVVVea2g4KCQAjBqFGjsHr1alStWpW7T1xXvm3btjSehsJqmPv7+5f5sStXrpQpBt/atm0LV1dXLg+BeIvDjRs3MGDAADx//pxaLDZIZxiGYRiGYSolCwsLHDx4EHZ2dhLHb926hUGDBlWqZbhMocGDB6Njx46YOHEiPn/+jObNmyMtLQ2EEISGhmLgwIFU4yky83p0dDTatWsnlWiNJkXVMO/SpUuZHicQCHD+/HmqsRWFjzwEYmxPOsMwDMMwDFMpvXz5ssSM4SKRCK9fv1ZCjxhFu3jxImbNmgUAOHLkCAoKCvD+/XsEBQVh4cKF1Abpisq8/vHjR+jp6QEA7Ozs8PnzZ3z+/LnEx4ofJw9F1TCPioqi3qay8ZGHQKz04pEMwzAMwzAMU4E5Ojpi3LhxEkt2b926hd9++w1du3ZVYs8YRfnw4QOXVO3UqVMYOHAgtLS00Lt3byQnJ1OLM2/ePGRlZUkdz8nJwbx582Ru18DAABkZGQAKB4UGBgZSN/FxGlxdXXHmzBkqbVV2Q4cORUBAAF69egWBQICCggLExMRg6tSp8PDwoBqLzaQzDMMwDMMwldKOHTswcuRItGrVilsynJ+fDycnJ2zbtk3JvWMUwcTEBFevXkW1atVw6tQphIaGAiicMdbU1KQWR1GZ18+fP8/9fz5moxVVw3zAgAFlfuzhw4dlisG3wMBAeHt7w8TEBCKRCNbW1lwegj/++INqLLYnnWEYhmEYhqnUkpKSuBrQVlZWaNiwoZJ7xCjK33//DT8/P+jo6MDMzAy3b9+GiooK1q1bh8OHD8s98OUr83p+fj4CAwMxatQoGBsby9XWtyiqhrmnp2eZH7tz506ZYiiLIvMQiLFBOsMwDMMwDFOp2Nvbw8XFBc7OzmxA/hOKjY3Fs2fP0K1bN670WkREBPT19dG+fXu52uYz87quri4SEhJQr149Ku0xdIlEIiQkJMDMzIza9gMxNkhnGIZhGIZhKpXg4GCEh4fjzJkzMDY2hrOzM5ydndGuXbsSlygzlZN4mKOIvzkfmdddXFwwYMAAjBw5UmExmLKbNGkSbGxsMHr0aIhEInTq1AlXrlyBlpYWTpw4gc6dO1OLxQbpDMMwDMMwTKX09etXREZGIjw8HMePH4dIJELv3r3h7OwMJycnCIVCZXeRUYDg4GD89ddfXKK4hg0bYtq0aRgxYoRc7RbNvP7x48dvPpZG5vVNmzZh3rx5cHd3R8uWLaGtrS1xv7Ozs0ztKqOG+cGDBxEWFoanT58iNzdX4j5Za7HzzdjYGEePHkWrVq1w9OhRTJgwARcuXMDu3btx/vx5xMTEUIvFBukMwzAMwzDMT+H69es4duwYjh07htTUVDg4OGDmzJlyL4Fmyo+VK1di9uzZmDhxIvd3vXz5MjZs2ICFCxdi8uTJMretqqqKly9fwtDQECoqKiXO0IsTyolEIpnjiKmolF6IS54YfNcwX7t2LWbNmoVff/0VW7ZsgaenJ1JTU3Hz5k14e3tj0aJFcsfgg6amJlJSUmBsbIyxY8dCS0sLq1evRlpaGpo1a/bdCzc/gg3SGYZhGIZhmJ9Oamoqjh07BhMTEwwaNEjZ3WEoqV+/PubNmydVEisoKAhz585FWlqazG1HR0ejffv2UFNTQ3R09Dcf26lTJ5njVDZWVlb4888/MWzYMOjq6iI+Ph7m5uaYM2cOMjMzsX79emV3sUzMzMywdetWODo6on79+ti4cSN69+6Ne/fuoUOHDnj37h21WKwEG8MwDMMwDFOpxcbG4sGDBwAAa2trtGzZEhYWFnLNqjLl08uXL9GuXTup4+3atcPLly/lals88M7Pz0d0dLTCM69XFk+fEA+MAQAAJQ1JREFUPuX+JkKhEJ8+fQIAjBgxAr/88kuFGaR7enpi8ODBqFOnDgQCAbp27QqgcIWOlZUV1VhskM4wDMMwDMNUSs+fP8ewYcMQExMDfX19AMD79+/Rrl07hIaGsgFWJWRpaYmwsDD8/vvvEsf3799PrVSWmpoa/vrrL6nZekWIjIzEqlWruItMjRs3xqRJk7gBoiz4rmFeu3ZtZGZmwszMDKamprh27RqaNWuGtLQ0VKRF3XPnzkXTpk3x7NkzuLq6QkNDA0DhNogZM2ZQjcUG6QzDMAzDMEyl5OXlhby8PDx48ACNGjUCADx69Aienp7w8vLCqVOnlNxDhrZ58+ZhyJAhuHjxIrcnPSYmBpGRkQgLC6MWx8HBAdHR0Qotjyau+T5o0CD4+fkBAK5du4ZevXph1apV8Pb2lqndomXj+ODg4IBjx47Bzs4Onp6emDx5Mg4ePIjY2NgfumBQHpS0NUYR2ffZnnSGYRiGYRimUhIKhbhy5Qrs7Owkjt+6dQv29vbIyclRUs8YRbp165bU7POUKVOkXgfyUFTm9aKMjY0xY8YMTJw4UeL4hg0bEBgYiBcvXsgdgw8FBQUoKCiAmlrh/HBoaCiuXLmCBg0aYNy4cVBXV1dyD8suOjoay5cvl9g+M23aNNjb21ONwwbpDMMwDMMwTKXUsGFD7NmzB61bt5Y4fuPGDbi5uSElJUVJPWMqOkVlXi9KR0cHcXFxsLS0lDienJwMOzs7ZGVlyR2DKbs9e/bA09MTAwYMkFilceTIEezatQtubm7UYrFBOsMwDMMwDFMphYeHIzAwEBs2bECrVq0AFCaR8/HxQUBAAPr166fcDjJU/EjpKxr1y/ni5uYGOzs7TJs2TeL48uXLERsbi9DQUCpx+Khh/uXLF9y9excZGRkoKCiQuI/GqgM+NG7cGGPHjpVKOLly5Ups3bqVm12ngQ3SGYZhGIZhmErDwMBAon51dnY28vPzuaW24p+1tbWRmZmprG4yFJVWs7womvXL+bJw4UIsX74c7du3R9u2bQEU7kmPiYnBlClTJC44+Pr6yhSDjxrmp06dgoeHB/777z+p+yrS30RDQwP37t2TWtmQkpKCpk2b4suXL9RisUE6wzAMwzAMU2kEBQWV+bGKSPjE8O97NcuLolm/XBGZ14uqX79+mR4nEAjw+PFjmWLwUcO8QYMG6N69O+bMmYNatWrJ3Z6yWFpaYtq0aRg3bpzE8U2bNmHFihVITk6mFosN0hmGYRiGYRiGYX5A0czrRWe5Dx48KFfmdb5paWnhwYMHMDMzg6GhIc6ePYtmzZohOTkZv/zyC96+fSt3DD09Pdy5cwcWFhYUeqw8GzduxKRJkzBq1Ciu7ntMTAx27dqFNWvWSA3e5cFKsDEMwzAMwzCV3pcvX6T221ak/clM2ezcuRM6OjpwdXWVOH7gwAHk5ORQWz0RGBiIVatWSWRe9/X1Rfv27REYGKiQQbpIJEJCQgLMzMxgYGBApU0+apgPGjQIFy5cqPCD9N9++w21a9fGihUruHJ+jRs3xv79++Hi4kI1FptJZxiGYRiGYSql7OxsBAQEICwsrMQZwYqyF5Ypu4YNG2Lz5s3o0qWLxPHo6GiMHTsWjx49ohKHj8zrkyZNgo2NDUaPHg2RSISOHTvi6tWr0NLSwokTJ9C5c2e5Y3h5ecHExAR//vknNmzYgGnTpqF9+/ZcDfPt27fLHSMnJweurq6oWbMmbGxsUKVKFYn7Zd1PX5mxmXSGYRiGYRimUpo+fTqioqKwceNGjBgxAhs2bMCLFy+wefNmLFmyRNndYxTg6dOnJe7lNjMzw9OnT6nFcXZ2xpEjR6Qyr4eHh6NPnz5UYhw8eBDDhw8HABw/fhzp6el4+PAhdu/ejVmzZiEmJkbuGFu2bOGyrXt7e6N69eq4cuUKnJ2dqS3f3rdvH86cOQNNTU1cuHBBIsmfQCBgg/QSsJl0hmEYhmEYplIyNTVFcHAwOnfuDD09Pdy+fRuWlpbYvXs39u3bh5MnTyq7iwxlpqamWL9+vVRZr/DwcHh7e+P58+dU4vCReV1TUxMpKSkwNjbG2LFjoaWlhdWrVyMtLQ3NmjX7odJzylS7dm34+vpixowZ36wvXx4VrxbxLTSrRbCZdIZhGIZhGKZSyszMhLm5OYDC/efik+gOHTrgt99+U2bXGAUZNmwYfH19oauri44dOwIoXOru5+eHoUOHUouzfft2GBgY4P79+7h//z53XF9fX2KJuDwzxbVq1cL9+/dRp04dnDp1Chs3bgRQuHxcVVVVvidQhKJrmOfm5mLIkCEVboAOAKtXr1ZKXDZIZxiGYRiGYSolc3NzpKWlwdTUFFZWVggLC0Pr1q1x/Phx6OvrK7t7jAIsWLAA6enpcHR0hJpa4VCnoKAAHh4eCAwMpBYnLS2NWlul8fT0xODBg1GnTh0IBAKutNv169dhZWVFJQYfNcxHjhyJ/fv34/fff5e7Lb4pq0wjW+7OMAzDMAzDVEqrVq2CqqoqfH19ce7cOfTt2xeEEOTl5WHlypXw8/NTdhcZBUlOTkZcXByEQiFsbGxgZmam0HiKyLwOFO5Lf/bsGVxdXWFsbAwACAoKgr6+PpWM4nzUMPf19UVwcDCaNWsGW1tbqcRxK1euVEhc2k6ePAlVVVU4OTlJHD9z5gxEIhF69uxJLRYbpDMMwzAMwzA/hSdPnuDWrVuwtLSEra2tsrvDKJGenh7i4uK47RA/io/M63zgo4Z58Uz7RQkEApw/f15hsWmytbXFkiVL0KtXL4njp06dQkBAAOLj46nFYsvdGYZhGIZhmEopODgYQ4YMgYaGBoDCDN9mZmbIzc1FcHAwPDw8lNxDRlnknadUVOb1tWvXlvmxNLKi81HDPCoqSmFt8yk5ORnW1tZSx62srJCSkkI1FptJZxiGYRiGYSolVVVVvHz5EoaGhhLH3759C0NDQ1Yn/Semq6uL+Ph4mWfSFZV5vXj5uDdv3iAnJ4fLofD+/XtoaWnB0NAQjx8/lilGUcqoYf7x40ecP38eVlZW1PbW86F27doICQmBg4ODxPFz587Bzc0NGRkZ1GKxmXSGYRiGYRimUiKElFg+6fnz56hataoSesRUForKvF40IV1ISAj+/vtvbN++HY0aNQIAPHr0CGPGjKlQNcwHDx6Mjh07YuLEifj8+TNatWqF9PR0EEIQGhqKgQMHyh2DDy4uLpg0aRKOHDnCrTxISUnBlClTqGTBL4oN0hmGYRiGYZhKxc7ODgKBAAKBQCLLN1CY4CstLQ09evRQYg+Zio6PzOuzZ8/GwYMHuQE6ADRq1AirVq3CoEGD4O7uLneMWbNmYd68eQqtYX7x4kXMmjULAHDkyBEQQvD+/XsEBQVh4cKFFWaQvmzZMvTo0QNWVlZcEr/nz5/D3t4ey5cvpxqLDdIZhmEYhmGYSqVfv34AgPj4eDg5OUFHR4e7T11dHfXq1aswAwNGMUpaYfEj5s6di6ZNm3KZ18V5D1RVVTFjxgwaXcTLly+Rn58vdVwkEuH169dUYvBRw/zDhw+oVq0agMIkawMHDoSWlhZ69+6NadOmKSwubVWrVsWVK1dw9uxZxMfHQygUwtbWFh07dqQei+1JZxiGYRiGYSolVVVVREREsFlzRoq8e9L50LdvX7x48QLbtm1DixYtAAC3bt3C2LFjYWRkhGPHjskdY/LkyahZs6ZCa5g3bNgQCxcuRO/evVG/fn2EhobCwcEB8fHxcHR0LLFGe0VmY2ODkydPwsTEROY22Ew6wzAMwzAMUyn16dMH/fr1Q82aNTFs2DC4u7ujWbNmyu4WoyB5eXmwsrLCiRMn0Lhx428+9p9//oGRkdEPtc935vUdO3Zg5MiRaNWqFZfQLT8/H05OTti2bZvc7QOFs/LLli3D6dOnFVbDfNKkSXB3d4eOjg7MzMy48nQXL16EjY2N3O2XN+np6cjLy5OrDTaTzjAMwzAMw1Ra7969w4EDBxASEoJLly7BysoK7u7ucHNzQ7169ZTdPYYyIyMjnDt37ruDdFnwnXldLCkpCQ8fPgRQWO6rYcOG1Nrmq4Z5bGwsnj17hm7dunHbTyIiIqCvr4/27dtTiVFe0FilwQbpDMMwDMMwzE/h+fPn2LdvH3bs2IHk5OQS9/syFVtgYCCSkpKwbds2iYSBtH0v87o8Sd3s7e3h4uICZ2dnqgNyvomfh4uLCxo0aKDs7vCGDdIZhmEYhmEYpgzy8vIQERGBPXv2ICIiAtWqVcOLFy+U3S2Gsv79+yMyMhI6OjqwsbGBtra2xP2HDx+mEsfCwgIHDx6EnZ2dxPFbt25h0KBBEqXUflRwcDDCw8Nx5swZGBsbw9nZGc7OzmjXrp3cCe++h2YNc2U+D2WiMUhXXBo/hmEYhmEYhlGyqKgojBkzBrVq1cKvv/4KPT09nDhxAs+fP1d21xgF0NfXx8CBA+Hk5IS6deuiatWqEjdaFJl53cPDA4cOHcJ///2HFStW4P3793B1dUXt2rUxatQoHD16FJ8/f5YrhtjgwYOxfv16AOBqmA8ePBg2NjY4dOiQXG3z+TwqGzaTzjAMwzAMw1RKRkZGyMzMRI8ePeDu7o6+fftypbIYRh58ZF4v7vr16zh27BiOHTuG1NRUODg4YObMmXLt6a5duzZOnz6NZs2aISQkBH/++Sfi4+MRFBSELVu24M6dOxSfQSFFPI/yhC13ZxiGYRiGYZhSbN26Fa6urlxiL6byW7hwIdzd3aWSvNH25s0bjBw5EqdOnZLKvL5r1y4YGhoqNH5qaiqOHTsGExMTDBo0SOZ2hEIhkpKSYGJiAg8PD9StWxdLlizB06dPYW1tjaysLIq9lkbreZQnISEhcHFxkdpq8SPYIJ1hGIZhGIZhmEqhWbNmSExMRJs2bTB8+HAMHjwYNWrUUFg8RWZeF4uNjcWDBw8AANbW1mjZsiW1tvmsYa7I56Eoa9euxdixY6GpqfndEnw0yu6JsUE6wzAMwzAMwzCVxr1797B3716Ehobi+fPn6NatG9zd3dGvXz9oaWnJ1TafmdefP3+OYcOGISYmRqLMW7t27RAaGgpjY2O5Y/z999/w8/Pjapjfvn0bKioqWLduHQ4fPoyoqCi5Y/DxPBSlfv36iI2NRfXq1b+5OkMgEFAtu8cG6QzDMAzDMAzDVEoxMTEICQnBgQMH8OXLF3z8+FGu9vjMWN6jRw+8f/8eQUFBEmXePD09oaenh1OnTlGJo+ga5nw9j8qEDdIZhmEYhmEYhqmU4uLisGfPHoSGhuLt27fUsol//foVkZGRCA8Px/HjxyESidC7d284OzvDyckJQqFQ7hhCoRBXrlwpscybvb09cnJyZG6bzxrminwefJo/fz6mTp0qtRrj8+fP+OuvvzBnzhxqsVgJNoZhGIZhGIZhKo20tDQsWrQITZo0QatWrXDnzh3MmzcPr169ohZDQ0MDvXr1wubNm/Hvv//i2LFjqFOnDmbPno3q1aujT58+iImJkSuGiYkJ8vLypI6LRCLUrVtXrrbHjBmDq1evokWLFmjcuDECAgIQExMDRczfKvJ58GnevHklJtLLycnBvHnzqMZig3SGYRiGYRiGYSqFX375BZaWljh48CA8PT3x5MkTREZGYvTo0VTrpBfXpk0bLFq0CAkJCUhISICjoyNevnwpV5t//fUXfHx8EBsbyx2LjY2Fn58fli9fLlfbfNYwV+Tz4BMhpMQtDfHx8ahWrRrVWGy5O8MwDMMwDMMwlcKsWbPg7u4Oa2trXuLRzlhuYGAgMRDMzs5Gfn4+1NTUAID7WVtbG5mZmXLFKgmtGubKfh40iZ/Lhw8foKenJ/G8RCIRsrKyMH78eGzYsIFaTDZIZxiGYRiGYRimUsnNzUVaWhosLCy4gSFNispYHhQUVObHjhw5UqYYZSVPDfPy9DzkFRQUBEIIRo0ahdWrV0usyFBXV0e9evXQtm1bqjHZIJ1hGIZhGIZhmErh8+fPmDhxIjdITEpKgrm5OXx8fGBkZIQZM2ZQiVPZMpZXxBrmfIuOjkb79u0VctGnODZIZxiGYRiGYRimUvDz80NMTAxWr16NHj164O7duzA3N0d4eDjmzp2LO3fuUInDd8byL1++IDc3V+KYnp6e3O3yXcNcUc+DD6qqqnj58iUMDQ0ljr99+xaGhoYQiUTUYrHEcQzDMAzDMAzDVApHjx7F+vXr0aFDB4m9w02aNEFqaiq1OHxkLM/OzsbEiRNhaGgIbW1tGBgYSNxo8PLyQl5eHh48eIDMzExkZmbiwYMHKCgogJeXF5UYfDwPPpQ2t/3161eoq6tTjaX4uXqGYRiGYRiGYRgevHnzRmqmEygcKJaUmVtW4ozlGzZsQKtWrQDQz1g+ffp0REVFYePGjRgxYgQ2bNiAFy9eYPPmzViyZAmVGNHR0bhy5Qq3ZB8AGjVqhHXr1sHe3p5KDD6ehyKtXbsWACAQCLBt2zbo6Ohw94lEIly8eBFWVlZUY7JBOsMwDMMwDMMwlUKrVq0QEREBHx8fAOAG5tu2bZM7uVdJGcvbtGkjlbF81KhR6Nevn1yxAOD48eMIDg5G586d4enpCXt7e1haWsLMzAx79+6Fu7u73DH4WBHAx/NQpFWrVgEonEnftGkTVFVVufvEieM2bdpENSYbpDMMwzAMwzAMUykEBgaiZ8+euH//PvLz87FmzRrcv38fV65cQXR0tFxtr169mk4nyygzMxPm5uYACvdti0uVdejQAb/99huVGHysCODjeShSWloaAKBLly44fPgwL0v02SCdYRiGYRiGYZhKoUOHDoiLi8OSJUtgY2ODM2fOoEWLFrh69SpsbGzkapvvUmHm5uZIS0uDqakprKysEBYWhtatW+P48eNckjdZ8L0iQFHPg29RUVG8xWLZ3RmGYRiGYRiGYWSkqIzlq1atgqqqKnx9fXHu3Dn07dsXhBDk5eVh5cqV8PPzk6ldvmuYK+p58MHf3x8LFiyAtrY2/P39v/nYlStXUovLBukMwzAMwzAMw1RYHz9+LPNjaZX7ys7ORkBAAMLCwvD27Vup+2mW4xJ78uQJbt26BUtLS9ja2lJvny8V6Xl06dIFR44cgb6+Prp06fLNx9KcaWeDdIZhGIZhGIZhKiwVFZXvZm4nhEAgEFAbPHt7eyMqKgoLFiwoMWM5jWRowcHBGDJkCDQ0NCSO5+bmIjQ0FB4eHnLHKEpRKwL4fh6VARukMwzDMP+vvbuPqbr8/zj+OkAoCYiwA6JyE6mQmveuMoGvwAaVIIpGyDLxbm15kzZvWrmJbuiUbGp2I3mHCgq6CYJ307zNTSfO01qJzkCHUW6gLbACwd8fzvMT/fZd36+fc4APz8fGptc553p/Pue/17muz/sCAKDd+m8awkVHRxtSMzg42N6x3NvbWxcvXlTv3r21fft25efn68CBA09dw9XVVdXV1U8cKVdTUyN/f39DfnBwxo4AZ9yHMxw/fvxvV9M3bNig9957z7BaNI4DAAAA0G4ZFbz/G87oWP5w9f9xVVVV6tq1qyE1nHGGuTPuwxnGjx+vo0ePatiwYS3G165dqyVLlhDSAQAAAOBxW7ZskaenpyZOnNhivLCwUHfv3jWsQ7sjO5YPGTJEFotFFotFsbGx9q7r0oOV7YqKCiUkJDzlHTzgyDPMnXkfzrB69Wq99tprOnXqlCIiIiRJn3zyiZYtW6bS0lJDaxHSAQAAAJjCihUr9NVXXz0x7u/vr5kzZxoW0jMyMmSz2RQdHa3FixcrMTFRn332mb1j+dN4eOyZzWZTfHy8PD097a+5u7srNDRUKSkpT1XjIUfuCHDmfTjD9OnTVVtbq7i4OJ05c0a7d+9WVlaWDhw4oFdffdXQWjyTDgAAAMAUOnfurMuXLys0NLTFeGVlpV544QX98ccfDqnriI7lrq6uKi0tdehq88CBA7V+/XpFR0crLi5OgwcPVnZ2ttatW6dVq1apqqrqqWs44z6cadGiRdq0aZOampp08OBBvfzyy4bXYCUdAAAAgCn4+/vru+++eyKk22w2+fn5GVbn8Y7lISEhCgkJUUNDg3Jzcw3pWD5mzBglJyfLarUqLS1N6enpGjRo0FPP+yhH7gh4yBn34Sjr1q17Yqxnz5569tlnFRUVpfPnz+v8+fOSpDlz5hhWl5V0AAAAAKawaNEi7d69W1u2bFFUVJSkB93fp06dqgkTJig7O9uQOs7qWH779m0VFhYqLy9Pp0+fVkREhNLT0zVp0qQnfogwgqPOMHf2fRjlueee+0fvs1gs+umnnwyrS0gHAAAAYAoNDQ16++23VVhYaG9U1tzcrMmTJ+vLL7+Uu7u7IXVcXFz066+/ymq1thi32WwaPXq0/dluI1VVVSk/P1+bN2/W1atXde/evaeeszXOMHfEfZgNIR0AAACAqVy5ckU2m00eHh568cUXFRISYsi8DzuW22w29e/f/287lhcUFBhS76HGxkaVlpZqx44dKi0tla+vr27evPnU8zr7DHNH3YcjRUVFaezYsUpKSlKfPn2cUpNn0gEAAAC0a5GRkfYg1bdvX/uf0Zzdsfz48ePKy8vT3r171dzcrPHjx6ukpEQxMTGGzO+sM8wdfR+ONG3aNBUXF2vp0qXq1auXkpKSlJSUpJEjR/7b784IrKQDAAAAaNdyc3NVVFSkI0eOOCVIOaNjec+ePVVbW6uEhASlp6crMTHxiW3p/ytn7ghw5H04019//aVjx46pqKhI+/fvV1NTk9544w0lJSUpPj5eHh4ehtUipAMAAAAwBWcFqbFjx+rw4cMO7Viek5OjiRMnysfHx9B5JSkzM1OStGzZMs2fP/9vdwQY8Qy/I++jNZ07d07FxcUqLi7WtWvXFBMTow8//NCQM9MJ6QAAAABMyZFBqr12LH+U2c4wby3Xrl1TcXGxgoKCNGHChKeej5AOAAAAwPSMDlKPaq8dy52xI8BsLly4oB9//FGS1K9fPw0bNszwGoR0AAAAAKbijCD1UHvsWP4oM+wIcIaqqiqlpaXp22+/tW/dv3PnjkaOHKldu3apV69ehtUipAMAAAAwBWcGqX/XsTw9PV0xMTEO6/rtaO11R4AzJCQk6M6dO9q2bZvCw8MlSeXl5crIyJC3t7cOHTpkWC1COgAAAABTcFaQMkvH8ke19x0Bjubh4aGzZ89qyJAhLcbLysoUGRmpu3fvGlaLc9IBAAAAmMLJkyd19uxZe0CXpPDwcK1fv16RkZGG1Vm6dKlpOpa35zPMnSkoKEiNjY1PjDc1NalHjx6G1iKkAwAAADAFZwWpGTNmGDZXa3p0R8DGjRtNsSPAUVavXq3Zs2drw4YNGj58uKQHvQ/mzp2r7OxsQ2ux3R0AAACAKRQVFSkrK+uJIDV79mwtWrRIycnJrXuBbYxZzzA3Srdu3Vr0F6ivr9e9e/fk5vZgrfvhv7t06aLa2lrD6hLSAQAAALRbrRWkYH7btm37x+995513DKtLSAcAAADQbrVWkAIchZAOAAAAAMA/9Oeff6qhoaHFmLe3t2Hz0zgOAAAAgOk4OkihY6mvr9eiRYtUUFCgmpqaJ15vamoyrJaLYTMBAAAAQCuqr6/XrFmz5O/vry5duqhbt24t/oD/1cKFC/XNN9/oiy++UKdOnfT1118rMzNTPXr0UG5urqG1COkAAAAATMGZQQody/79+/X5558rJSVFbm5uioyM1Mcff6ysrCzt3LnT0FqEdAAAAACm4MwghY6ltrZWYWFhkh48NvHwpIBRo0bp1KlThtYipAMAAAAwBWcGKXQsYWFhqqiokCRFRESooKBA0oMfhow+Z56QDgAAAMAUnBmk0LFkZGTIZrNJkhYvXqwNGzaoc+fOmjdvnhYsWGBoLY5gAwAAAGAKn376qVxdXTVnzhwdPXpUiYmJun//vhobG7VmzRrNnTu3tS8RJnH9+nWVlZWpd+/eGjhwoKFzE9IBAAAAmJIjgxQ6ltzcXKWmpqpTp04txhsaGrRr1y5NnjzZsFqEdAAAAACm4MwghY7F1dVV1dXV8vf3bzFeU1Mjf39/zkkHAAAAgMdlZGTot99+e2L8999/V0ZGRitcEczi/v37slgsT4xXVVWpa9euhtZyM3Q2AAAAAGglzgxS6BiGDBkii8Uii8Wi2NhYubn9f4RuampSRUWFEhISDK1JSAcAAADQrrVGkELHkJycLEmy2WyKj4+Xp6en/TV3d3eFhoYqJSXF0Jo8kw4AAACgXcvMzJQkLVu2TPPnz//bIOXu7t5al4h2ztXVVaWlpU75sYeQDgAAAMAUnBmk0LGMHTtWhw8fltVqVVpamtLT0zVo0CCH1KJxHAAAAABTGDNmjJKTkxUUFKSFCxfKZrO19iXBJIqKilRdXa0lS5bo/PnzGjp0qPr376+srCxVVlYaWouVdAAAAACmcfv2bRUWFiovL0+nT59WRESE0tPTNWnSJIWGhrb25cEkqqqqlJ+fr82bN+vq1au6d++eYXMT0gEAAACYkiODFDquxsZGlZaWaseOHSotLZWvr69u3rxp2PxsdwcAAABgOo2Njbpw4YLOnTunyspKBQQEtPYloZ07fvy4ZsyYoYCAAE2ZMkXe3t4qKSlRVVWVoXU4gg0AAACAaRw/flx5eXnau3evmpubNX78eJWUlCgmJqa1Lw3tWM+ePVVbW6uEhARt3LhRiYmJ6tSpk0Nqsd0dAAAAgCk8GqTS09MdGqTQseTk5GjixIny8fFxeC1COgAAAABTcGaQAhyFkA4AAAAAQBtB4zgAAAAAANoIQjoAAAAAAG0EIR0AAAAAgDaCkA4AgMn961//0vvvv9/alwEAAP4BQjoAALA7ceKELBaL7ty549S6S5cu1eDBg51aEwCAtoiQDgAAAABAG0FIBwDAROrr6zV58mR5enoqMDBQn3zySYvXt2/fruHDh8vLy0vdu3fXpEmTdOvWLUlSZWWlRo8eLUnq1q2bLBaLpkyZIkk6dOiQRo0aJR8fH/n5+WnMmDG6du2afd6GhgbNmjVLgYGB6ty5s0JCQrRixQr763fu3NH06dNltVrl7e2tmJgY2Ww2SdLWrVuVmZkpm80mi8Uii8WirVu3OvBbAgCg7SKkAwBgIgsWLNDJkydVVFSkI0eO6MSJE7p48aL99cbGRi1fvlw2m0379u1TZWWlPYgHBQVp7969kqTy8nJVV1dr7dq1kh6E//nz5+vChQs6duyYXFxcNG7cODU3N0uS1q1bp+LiYhUUFKi8vFw7d+5UaGiove7EiRN169YtHTx4UGVlZRo6dKhiY2NVW1ur1NRUffDBB+rfv7+qq6tVXV2t1NRU53xhAAC0MW6tfQEAAMAYdXV12rRpk3bs2KHY2FhJ0rZt29SrVy/7e6ZOnWr/d1hYmNatW6cRI0aorq5Onp6e8vX1lST5+/vLx8fH/t6UlJQWtTZv3iyr1aoffvhBAwYM0I0bN9SnTx+NGjVKFotFISEh9veeOXNG58+f161bt9SpUydJUnZ2tvbt26c9e/Zo5syZ8vT0lJubm7p372749wIAQHvCSjoAACZx7do1NTQ06KWXXrKP+fr6Kjw83P7/srIyJSYmKjg4WF5eXoqOjpYk3bhx4z/OffXqVaWlpSksLEze3t72VfKHn5syZYouXbqk8PBwzZkzR0eOHLF/1mazqa6uTn5+fvL09LT/VVRUtNgyDwAAWEkHAKDDqK+vV3x8vOLj47Vz505ZrVbduHFD8fHxamho+I+fTUxMVEhIiHJyctSjRw81NzdrwIAB9s8NHTpUFRUVOnjwoI4ePao333xTcXFx2rNnj+rq6hQYGKgTJ048Me+jq/UAAICQDgCAaTz//PN65plndO7cOQUHB0uSbt++rStXrig6OlqXL19WTU2NVq5cqaCgIEnShQsXWszh7u4uSWpqarKP1dTUqLy8XDk5OYqMjJT0YAv747y9vZWamqrU1FRNmDBBCQkJqq2t1dChQ/XLL7/Izc2txXPqj9d9tCYAAB0VIR0AAJPw9PTUtGnTtGDBAvn5+cnf318fffSRXFwePN0WHBwsd3d3rV+/Xu+++66+//57LV++vMUcISEhslgsKikp0euvvy4PDw9169ZNfn5+2rhxowIDA3Xjxg0tXry4xefWrFmjwMBADRkyRC4uLiosLFT37t3l4+OjuLg4vfLKK0pOTtaqVavUt29f/fzzzyotLdW4ceM0fPhwhYaGqqKiQpcuXVKvXr3k5eVlf34dAICOhGfSAQAwkdWrVysyMlKJiYmKi4vTqFGjNGzYMEmS1WrV1q1bVVhYqH79+mnlypXKzs5u8fmePXsqMzNTixcvVkBAgGbNmiUXFxft2rVLZWVlGjBggObNm6fVq1e3+JyXl5dWrVql4cOHa8SIEaqsrNSBAwfk4uIii8WiAwcOKCoqShkZGerbt6/eeustXb9+XQEBAZIeNKZLSEjQ6NGjZbValZ+f75wvDACANsZy//79+619EQAAAAAAgJV0AAAAAADaDEI6AAAAAABtBCEdAAAAAIA2gpAOAAAAAEAbQUgHAAAAAKCNIKQDAAAAANBGENIBAAAAAGgjCOkAAAAAALQRhHQAAAAAANoIQjoAAAAAAG0EIR0AAAAAgDaCkA4AAAAAQBvxfycMJz3MPT5QAAAAAElFTkSuQmCC
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+</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>
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+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[9]:</div>
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+<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">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[9]:</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 src="data:image/png;base64,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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="Grouping-over-pre-training-data-source">Grouping over pre-training data source<a class="anchor-link" href="#Grouping-over-pre-training-data-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;[10]:</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">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[10]:</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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+<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;[11]:</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_114262/2264146503.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[11]:</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="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;[12]:</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>
+</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[12]:</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-B-32-quickgelu laion400m_e32</th>
+      <th>roberta-ViT-B-32 /fsx/rom1504/open_clip/roberta_B_32/checkpoints/epoch_90.pt</th>
+    </tr>
+    <tr>
+      <th>dataset</th>
+      <th></th>
+      <th></th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th>cars</th>
+      <td>0.792</td>
+      <td>0.832</td>
+    </tr>
+    <tr>
+      <th>country211</th>
+      <td>0.147</td>
+      <td>0.147</td>
+    </tr>
+    <tr>
+      <th>fer2013</th>
+      <td>0.427</td>
+      <td>0.421</td>
+    </tr>
+    <tr>
+      <th>fgvc_aircraft</th>
+      <td>0.168</td>
+      <td>0.174</td>
+    </tr>
+    <tr>
+      <th>gtsrb</th>
+      <td>0.420</td>
+      <td>0.409</td>
+    </tr>
+    <tr>
+      <th>imagenet-a</th>
+      <td>0.217</td>
+      <td>0.212</td>
+    </tr>
+    <tr>
+      <th>imagenet-r</th>
+      <td>0.734</td>
+      <td>0.722</td>
+    </tr>
+    <tr>
+      <th>imagenet1k</th>
+      <td>0.629</td>
+      <td>0.617</td>
+    </tr>
+    <tr>
+      <th>imagenet_sketch</th>
+      <td>0.493</td>
+      <td>0.491</td>
+    </tr>
+    <tr>
+      <th>imagenetv2</th>
+      <td>0.551</td>
+      <td>0.533</td>
+    </tr>
+    <tr>
+      <th>mnist</th>
+      <td>0.374</td>
+      <td>0.663</td>
+    </tr>
+    <tr>
+      <th>objectnet</th>
+      <td>0.439</td>
+      <td>0.451</td>
+    </tr>
+    <tr>
+      <th>renderedsst2</th>
+      <td>0.526</td>
+      <td>0.544</td>
+    </tr>
+    <tr>
+      <th>stl10</th>
+      <td>0.955</td>
+      <td>0.956</td>
+    </tr>
+    <tr>
+      <th>sun397</th>
+      <td>0.670</td>
+      <td>0.663</td>
+    </tr>
+    <tr>
+      <th>voc2007</th>
+      <td>0.757</td>
+      <td>0.780</td>
+    </tr>
+    <tr>
+      <th>vtab/caltech101</th>
+      <td>0.833</td>
+      <td>0.826</td>
+    </tr>
+    <tr>
+      <th>vtab/cifar10</th>
+      <td>0.908</td>
+      <td>0.932</td>
+    </tr>
+    <tr>
+      <th>vtab/cifar100</th>
+      <td>0.702</td>
+      <td>0.750</td>
+    </tr>
+    <tr>
+      <th>vtab/clevr_closest_object_distance</th>
+      <td>0.159</td>
+      <td>0.201</td>
+    </tr>
+    <tr>
+      <th>vtab/clevr_count_all</th>
+      <td>0.163</td>
+      <td>0.147</td>
+    </tr>
+    <tr>
+      <th>vtab/diabetic_retinopathy</th>
+      <td>0.338</td>
+      <td>0.502</td>
+    </tr>
+    <tr>
+      <th>vtab/dmlab</th>
+      <td>0.172</td>
+      <td>0.129</td>
+    </tr>
+    <tr>
+      <th>vtab/dsprites_label_orientation</th>
+      <td>0.019</td>
+      <td>0.025</td>
+    </tr>
+    <tr>
+      <th>vtab/dsprites_label_x_position</th>
+      <td>0.029</td>
+      <td>0.028</td>
+    </tr>
+    <tr>
+      <th>vtab/dtd</th>
+      <td>0.543</td>
+      <td>0.591</td>
+    </tr>
+    <tr>
+      <th>vtab/eurosat</th>
+      <td>0.516</td>
+      <td>0.521</td>
+    </tr>
+    <tr>
+      <th>vtab/flowers</th>
+      <td>0.683</td>
+      <td>0.621</td>
+    </tr>
+    <tr>
+      <th>vtab/kitti_closest_vehicle_distance</th>
+      <td>0.288</td>
+      <td>0.387</td>
+    </tr>
+    <tr>
+      <th>vtab/pcam</th>
+      <td>0.546</td>
+      <td>0.498</td>
+    </tr>
+    <tr>
+      <th>vtab/pets</th>
+      <td>0.868</td>
+      <td>0.868</td>
+    </tr>
+    <tr>
+      <th>vtab/resisc45</th>
+      <td>0.546</td>
+      <td>0.612</td>
+    </tr>
+    <tr>
+      <th>vtab/smallnorb_label_azimuth</th>
+      <td>0.045</td>
+      <td>0.060</td>
+    </tr>
+    <tr>
+      <th>vtab/smallnorb_label_elevation</th>
+      <td>0.097</td>
+      <td>0.102</td>
+    </tr>
+    <tr>
+      <th>vtab/svhn</th>
+      <td>0.279</td>
+      <td>0.442</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;[13]:</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[13]:</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-B-32-quickgelu laion400m_e32</th>
+      <th>roberta-ViT-B-32 /fsx/rom1504/open_clip/roberta_B_32/checkpoints/epoch_90.pt</th>
+    </tr>
+    <tr>
+      <th>dataset</th>
+      <th></th>
+      <th></th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th>cars</th>
+      <td>0.793</td>
+      <td>0.830</td>
+    </tr>
+    <tr>
+      <th>country211</th>
+      <td>0.147</td>
+      <td>0.147</td>
+    </tr>
+    <tr>
+      <th>fer2013</th>
+      <td>0.399</td>
+      <td>0.401</td>
+    </tr>
+    <tr>
+      <th>fgvc_aircraft</th>
+      <td>0.166</td>
+      <td>0.174</td>
+    </tr>
+    <tr>
+      <th>gtsrb</th>
+      <td>0.393</td>
+      <td>0.383</td>
+    </tr>
+    <tr>
+      <th>imagenet-a</th>
+      <td>0.235</td>
+      <td>0.242</td>
+    </tr>
+    <tr>
+      <th>imagenet-r</th>
+      <td>0.721</td>
+      <td>0.708</td>
+    </tr>
+    <tr>
+      <th>imagenet1k</th>
+      <td>0.629</td>
+      <td>0.617</td>
+    </tr>
+    <tr>
+      <th>imagenet_sketch</th>
+      <td>0.494</td>
+      <td>0.491</td>
+    </tr>
+    <tr>
+      <th>imagenetv2</th>
+      <td>0.551</td>
+      <td>0.533</td>
+    </tr>
+    <tr>
+      <th>mnist</th>
+      <td>0.371</td>
+      <td>0.659</td>
+    </tr>
+    <tr>
+      <th>objectnet</th>
+      <td>0.427</td>
+      <td>0.440</td>
+    </tr>
+    <tr>
+      <th>renderedsst2</th>
+      <td>0.526</td>
+      <td>0.545</td>
+    </tr>
+    <tr>
+      <th>stl10</th>
+      <td>0.955</td>
+      <td>0.957</td>
+    </tr>
+    <tr>
+      <th>sun397</th>
+      <td>0.661</td>
+      <td>0.664</td>
+    </tr>
+    <tr>
+      <th>voc2007</th>
+      <td>0.791</td>
+      <td>0.809</td>
+    </tr>
+    <tr>
+      <th>vtab/caltech101</th>
+      <td>0.909</td>
+      <td>0.905</td>
+    </tr>
+    <tr>
+      <th>vtab/cifar10</th>
+      <td>0.908</td>
+      <td>0.933</td>
+    </tr>
+    <tr>
+      <th>vtab/cifar100</th>
+      <td>0.703</td>
+      <td>0.750</td>
+    </tr>
+    <tr>
+      <th>vtab/clevr_closest_object_distance</th>
+      <td>0.167</td>
+      <td>0.167</td>
+    </tr>
+    <tr>
+      <th>vtab/clevr_count_all</th>
+      <td>0.158</td>
+      <td>0.144</td>
+    </tr>
+    <tr>
+      <th>vtab/diabetic_retinopathy</th>
+      <td>0.259</td>
+      <td>0.202</td>
+    </tr>
+    <tr>
+      <th>vtab/dmlab</th>
+      <td>0.158</td>
+      <td>0.160</td>
+    </tr>
+    <tr>
+      <th>vtab/dsprites_label_orientation</th>
+      <td>0.020</td>
+      <td>0.026</td>
+    </tr>
+    <tr>
+      <th>vtab/dsprites_label_x_position</th>
+      <td>0.031</td>
+      <td>0.028</td>
+    </tr>
+    <tr>
+      <th>vtab/dtd</th>
+      <td>0.547</td>
+      <td>0.593</td>
+    </tr>
+    <tr>
+      <th>vtab/eurosat</th>
+      <td>0.526</td>
+      <td>0.534</td>
+    </tr>
+    <tr>
+      <th>vtab/flowers</th>
+      <td>0.663</td>
+      <td>0.590</td>
+    </tr>
+    <tr>
+      <th>vtab/kitti_closest_vehicle_distance</th>
+      <td>0.365</td>
+      <td>0.404</td>
+    </tr>
+    <tr>
+      <th>vtab/pcam</th>
+      <td>0.546</td>
+      <td>0.498</td>
+    </tr>
+    <tr>
+      <th>vtab/pets</th>
+      <td>0.866</td>
+      <td>0.867</td>
+    </tr>
+    <tr>
+      <th>vtab/resisc45</th>
+      <td>0.554</td>
+      <td>0.616</td>
+    </tr>
+    <tr>
+      <th>vtab/smallnorb_label_azimuth</th>
+      <td>0.045</td>
+      <td>0.060</td>
+    </tr>
+    <tr>
+      <th>vtab/smallnorb_label_elevation</th>
+      <td>0.097</td>
+      <td>0.102</td>
+    </tr>
+    <tr>
+      <th>vtab/svhn</th>
+      <td>0.280</td>
+      <td>0.393</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;[14]:</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[14]:</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-B-32-quickgelu laion400m_e32</th>
+      <th>roberta-ViT-B-32 /fsx/rom1504/open_clip/roberta_B_32/checkpoints/epoch_90.pt</th>
+    </tr>
+    <tr>
+      <th>dataset</th>
+      <th></th>
+      <th></th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th>imagenet-a</th>
+      <td>0.217</td>
+      <td>0.212</td>
+    </tr>
+    <tr>
+      <th>imagenet-r</th>
+      <td>0.734</td>
+      <td>0.722</td>
+    </tr>
+    <tr>
+      <th>imagenet1k</th>
+      <td>0.629</td>
+      <td>0.617</td>
+    </tr>
+    <tr>
+      <th>imagenet_sketch</th>
+      <td>0.493</td>
+      <td>0.491</td>
+    </tr>
+    <tr>
+      <th>imagenetv2</th>
+      <td>0.551</td>
+      <td>0.533</td>
+    </tr>
+    <tr>
+      <th>objectnet</th>
+      <td>0.439</td>
+      <td>0.451</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;[15]:</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_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>
+<span class="n">plt</span><span class="o">.</span><span class="n">legend</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>No artists with labels found to put in legend.  Note that artists whose label start with an underscore are ignored when legend() is called with no argument.
+</pre>
+</div>
+</div>
+<div class="jp-OutputArea-child jp-OutputArea-executeResult">
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[15]:</div>
+
+
+
+
+<div class="jp-RenderedText jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/plain">
+<pre>&lt;matplotlib.legend.Legend at 0x7f0ca8673520&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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Lkz1K9vgk7evGa9nH37sk3QAfXsiIiIuJ/r12H6dDPgODbWrI/TvTtMmAABAa6uLsMp7IiIiLgLy4Jly2DwYPjtN9NWrx7Mnm0WCsymHL6N1bhxYz755BOuX7+eHvWIiIhIWuzbB02amJWOf/sNihaFRYtgw4ZsHXQgDWGnRo0aDB48mMDAQF588UU2b96cHnWJiIhIaly6BL17Q/Xq8PPP4O1tppEfOWJWQc6iWzw4k8NhZ+bMmfzxxx/MnTuXCxcu0KhRIypVqsTUqVM5f/58etQoIiIif3fjBrz9ttni4d13zdTyJ5+Ew4fNfla5c7u6wkwjTbOxcubMSbt27fjmm284c+YMnTp1YtSoURQvXpy2bduyZs0aZ9cpIiIiN61ebXpy+vSBK1egalVYswa++AJKlnR1dZnOPU0937p1K2PGjGHatGkUKVKEESNGUKhQIR577DEGDx7srBpFREQE4NQpaNcOmjaFAwegYEGYMwd27oSHH3Z1dZmWw9tFXLhwgQULFjB37lyOHTtG69at6dGjB82bN8f2v/uCGzZsoEWLFsTExKRL0Y7QdhEiIpLlxcRAWBhMmwbx8WbvqldegbFjoUABV1eXLly6XUSxYsUoXbo03bt3p1u3bhQuXPiWx1SrVo3atWvfU2EiIiLZXnKymVE1bBj88Ydpa9oUZs6EypVdWlpW4nDYWb16NQ0bNvzHx/j5+fHzzz+nuSgREZFsb9s2s8XDzVnPpUqZhQIff1wzrBzk8JidYsWKcezYsVvajx07xm83FzASERGRtImIgOefhwceMEEnd25zC+vgQWjTRkEnDRwOO926dePXX3+9pX3Lli1069bNGTWJiIhkP/HxMGWKmUo+b55p69IFjh6F4cPN+jmSJg6HnV27dlG/fv1b2uvUqcPu3budUZOIiEj2YVnw7bdQpYoZmxMTY3p1Nm2C+fMhONjVFWZ5Docdm83G1atXb2mPiooiKSnJKUWJiIhkCwcPQosWZhzO8eMQGGgCzqZNUKeOq6tzGw6HnUaNGhEWFpYi2CQlJREWFkaDBg2cWpyIiIhbunIF+veHatXgv/8FLy/Tq3P0qLl1leOelsGTv3F4NtbkyZNp1KgR5cuXt8/KWr9+PdHR0Vo5WURE5J8kJcF//gMjR8Kff5q2xx836+eUKePa2tyYw9GxUqVK7N27l6effpoLFy5w9epVunTpwuHDh6lSpUp61CgiIpL1rVtndh9/+WUTdCpWhJUr4ZtvFHTSmcMrKGc1WkFZRERc6vffYcgQs28VQL588Prr0KsXeHq6tLTMzKUrKN8UGxtLeHg4CQkJKdqrVat2TwWJiIi4hdhYmDzZTCePizPjcHr2NDuS32b3AUk/Doedixcv8vzzz/Pjjz/e9rxmZImISLZmWfD556Y35/Rp09a4sdnioXp1V1aWbTk8Zqd///5ERkayZcsWfH19WbFiBfPnz6ds2bIsX748PWoUERHJGnbtMsHmmWdM0AkJMcHn558VdFzI4Z6dNWvW8M0331CrVi1y5MhBiRIlePTRR/Hz8yMsLIxWrVqlR50iIiKZ18WL8NprZqaVZYGvL4wYAYMHm38Wl3K4Z+fatWsUKVIEgPz583Px4kUAqlatys6dO51bnYiISGaWmAgzZpgtHj780ASdjh3hyBEYNUpBJ5NwOOyUL1+eI0eOAHDffffx/vvvc/bsWd577z2CgoKcXqCIiEimtHKlWRRw4ECIioIaNWD9eli0CIoXd3V18hcO38bq168f586dA2DMmDG0aNGChQsX4uXlxbybG5eJiIi4q2PHTMD57jtzXKQITJwI3bqBh4dLS5Pbu+d1dmJjYzl8+DAhISEUKlTIWXU5jdbZERERp4iOhvHjzayqxETImRP69TO3q/z9XV2d23Hm97dDt7ESExMpXbo0hw4dsrflypWL+++/P1MGHRERkXuWnAxz50K5cvDmmybotGwJ+/fD1KkKOlmAQ7exPD09iYuLS69aREREMpdNm6BvX9i+3RyXK2cGJP/rX66tSxzi8ADl3r17M3nyZG7cuJEe9YiIiLje2bPw3HNQr54JOnnzml6cffsUdLIghwcob9u2jdWrV/Pf//6XqlWrkjt37hTnly1b5rTiREREMlRcnNmBfOJEs92DzQbdu8OECRAQ4OrqJI0cDjv58uWjffv26VGLiIiIa1gWfP01DBoEp06Ztnr1YPZss1O5ZGkOh525c+emRx0iIiKusX+/mVW1Zo05LlrUbN7ZsaPp2ZEsz+ExOyIiIm7h0iV49VW47z4TdLy9YeRIs/pxp04KOm7E4Z6d0NBQbP/wBjh58uQ9FSQiIpKubtyA99+H0aPh8mXT1q6dGYAcGura2iRdOBx2+vfvn+I4MTGRXbt2sWLFCoYMGeKsukRERJxvzRpzy2r/fnNctSrMmgUPP+zauiRdpWm7iNt555132H5zHQIREZHM5NQpM/j4q6/McYECZjXkF180KyGLW3PamJ2WLVuydOlSZz2diIjIvYuJgddeg4oVTdDx8IA+fcz+Vr16KehkE077t/zll19SoEABZz2diIhI2lkWLFwIw4bBH3+YtqZNzb5WlSu7tDTJeA6HnRo1aqQYoGxZFhEREVy8eJF3333XqcWJiIg4bNs2My5n0yZzXKoUTJ8Ojz+uGVbZlMNhp23btimOc+TIQeHChXnooYeoUKGCs+oSERFxTEQE/PvfZtNOgNy5zVTy/v3Bx8elpYlr2SzLslxdRHpy5hbxIiKSCcXHm5WOx42Dq1dNW5cuEBYGwcGurU3SzJnf3w4PUP7hhx9YuXLlLe0rV67kxx9/dOi5SpYsic1mu+Wnd+/eAMTFxdG7d28KFixInjx5aN++PefPn3e0ZBERcUeWBd99B1WqwNChJug88IC5fTV/voKO2DkcdoYPH05SUtIt7ZZlMXz4cIeea9u2bZw7d87+s2rVKgCeeuopAAYMGMC3337LF198wbp16/jjjz9o166doyWLiIi7OXQIWraE1q3h+HEIDDQBZ9MmqFPH1dVJJuPwbSxfX18OHTpEyZIlU7T/9ttvVK5cmWvXrqW5mP79+/Pdd99x7NgxoqOjKVy4MIsWLeLJJ58E4PDhw1SsWJFNmzZRJ5VvZt3GEhFxI5GR8Prr8PbbZiVkLy8YMMBML8+b19XViRO59DaWv7//bbeEOH78OLlz505zIQkJCXz66ad0794dm83Gjh07SExMpGnTpvbHVKhQgZCQEDbdHGF/G/Hx8URHR6f4ERGRLC4pCT74AMqWNdPHb9wws6sOHIBJkxR05B85HHbatGlD//79OXHihL3t+PHjDBo0iMcffzzNhXz99ddERkbSrVs3ACIiIvDy8iJfvnwpHhcQEEBERMQdnycsLAx/f3/7T/HixdNck4iIZAK//AK1asFLL8Gff5oFAleuhG++gTJlXF2dZAEOh50pU6aQO3duKlSoQGhoKKGhoVSsWJGCBQsyderUNBfy0Ucf0bJlS4LvcUDZiBEjiIqKsv+cPn36np5PRERcJDwcOnSAxo1h927Il8/sY7VnDzRr5urqJAtxeJ0df39/fv31V1atWsWePXvw9fWlWrVqNGrUKM1F/P777/z0008sW7bM3hYYGEhCQgKRkZEpenfOnz9PYGDgHZ/L29sbb2/vNNciIiIuFhsLb74JkyfD9euQIwf07AlvvAGFC7u6OsmC0rRdhM1mo1mzZjRzUrKeO3cuRYoUoVWrVva2mjVr4unpyerVq2nfvj0AR44cITw8nLp16zrldUVEJBOxLPjiCxgyxPTqgOnVmTkTqld3ZWWSxTkcdvr27UuZMmXo27dviva3336b48ePM3PmTIeeLzk5mblz59K1a1dy/mVDNn9/f1544QUGDhxIgQIF8PPzo0+fPtStWzfVM7FERCSL2LXLbPGwfr05DgmBqVPhySe1xYPcM4fH7CxdupT69evf0l6vXj2+/PJLhwv46aefCA8Pp3v37recmzFjBo899hjt27enUaNGBAYGprjVJSIiWdzFi2bgcc2aJuj4+pqp5YcPw1NPKeiIUzi8zo6Pjw/79++nzN9GwB8/fpwqVaoQFxfn1ALvldbZERHJhBIT4Z13YOxYiIoybc88A1OmgGbRCi5eZ6dMmTKsWLHilvYff/yRUqVK3VMxIiKSDaxcCdWqmcUAo6KgRg0zvXzxYgUdSRcOj9kZOHAgr776KhcvXuSRRx4BYPXq1UybNs3h8ToiIpKNHDsGAwea/azAzKyaOBGefx48PFxbm7g1h8NO9+7diY+PZ8KECYwbNw4wG3rOmTOHLl26OL1AERHJ4qKjYfx4M6sqMRFy5oS+fWHUKLN2jkg6c3jMzl9dvHgRX19f8uTJ48yanEpjdkREXCQ52WzOOWIEnD9v2lq0gBkzoEIF19YmmZ4zv7/TtM7OTYW1uJOIiNzOpk2m92b7dnNctqwJOf/6l2ZYSYZLU9j58ssv+fzzzwkPDychISHFuZ07dzqlMBERyYLOnoXhw+HTT81x3rwwerQJPl5erq1Nsi2HZ2PNnj2b559/noCAAHbt2sUDDzxAwYIFOXnyJC1btkyPGkVEJLOLi4MJE6BcORN0bDbo3h2OHoXBgxV0xKUcDjvvvvsuH3zwAW+99RZeXl4MHTqUVatW0bdvX6JurpUgIiLZg2XBV19BpUowcqTZ16pePdi6FT76CP5hL0ORjOJw2AkPD6devXoA+Pr6cvXqVQCee+45Fi9e7NzqREQk89q/H5o2hXbt4NQpKFoUFi6EDRugVi1XVydi53DYCQwM5PLlywCEhISwefNmAE6dOsU9TOwSEZGs4vJlePVVuO8+WLMGvL3htdfMFg+dOmkAsmQ6DoedRx55hOXLlwPw/PPPM2DAAB599FE6dOjAE0884fQCRUQkk7hxw2zxULas+d/kZGjfHg4dMuvoZOJlSCR7c3idneTkZJKTk+07lC9ZsoRff/2VsmXL8tJLL+GVyQahaZ0dEREnWLPG7Eq+f785rlIFZs2C/62kL+Jszvz+vqdFBbMChR0RkXtw6pSZTbVsmTkuUADGjYOePc1KyCLpJNMsKigiIm4qJgYmTYKpUyE+3uxd1asXvP66CTwiWYjCjoiI/D/LgkWLYOhQ+OMP09akidnXqkoVl5YmklYKOyIiYmzfblY63rTJHIeGwvTp0KaNZlhJlubwbCwREXEzERFmtePatU3QyZ0bJk6EgwehbVsFHcny1LMjIpJdxcfD7NlmwPH/FojluecgLMwsECjiJpzWs3Po0CFKlSrlrKcTEZH0Ylnw7bdmDM7QoSbo1K4Nv/4Kn3yioCNux2lhJyEhgd9//91ZTyciIunh0CFo2RIefxyOH4eAAJg7FzZvhrp1XV2dSLpI9W2sgQMH/uP5ixcv3nMxIiKSTiIjzbTxt982KyF7esKAAWabB61BJm4u1WFn1qxZVK9e/Y4L+8TExDitKBERcZKkJLP7+GuvwZ9/mrbHHzfr55Qt69raRDJIqsNOmTJlGDBgAM8+++xtz+/evZuaNWs6rTAREblHv/xitnjYvdscV6wIM2ZA8+YuLUsko6V6zE6tWrXYsWPHHc/bbDbtei4ikhmEh0OHDtC4sQk6/v5mUcA9exR0JFtKdc/OtGnTiI+Pv+P5++67j+TkZKcUJSIiaRAbC2++CZMnw/XrZn2cnj3N1PLChV1dnYjLpDrsBAYGpmcdIiKSVpYFX3wBQ4aYXh2ARo3MruTVq7u0NJHM4J6mnr/yyiv8eXPAm4iIZLxdu8ztqg4dTNApXhw++wzWrlXQEfmfewo7n376KdHR0c6qRUREUuviRXjpJahZE9avB19fM7X88GF4+mlt8SDyF/e0XYQGJIuIZLDERHjnHRg7FqKiTFuHDjBlCoSEuLQ0kcxKe2OJiGQV//0v9O9vVkEGqFHDjMtp2NClZYlkdvcUdq7e3DhORETSz7FjMGiQ2c8KoFAhsyt59+7g4eHa2kSygDSFnaSkJL766isO/e+/LipWrEjbtm3JmVMdRSIiThMdDRMmmIUAExMhZ0549VUYMwby5XN1dSJZhsPp5MCBAzz++ONERERQvnx5ACZPnkzhwoX59ttvqVKlitOLFBHJVpKTYf58GDECzp83bS1amNBToYJraxPJghyejdWjRw8qV67MmTNn2LlzJzt37uT06dNUq1aNnj17pkeNIiLZx6ZN8OCD5hbV+fNm/6rvvoMfflDQEUkjh3t2du/ezfbt28mfP7+9LX/+/EyYMIHatWs7tTgRkWzj7FkYPhw+/dQc580Lo0dD377g5eXa2kSyOId7dsqVK8f5m92qf3HhwgXKlCnjlKJERLKNuDgz2Lh8eRN0bDbTq3P0KAwerKAj4gQO9+yEhYXRt29fxo4dS506dQDYvHkzb7zxBpMnT06xyKCfn5/zKhURcSeWBV9/bWZZnTpl2urWhdmzoVYtl5Ym4m5sloMrA+bI8f+dQbb/rdB58yn+emyz2UhKSnJWnWkWHR2Nv78/UVFRCl8ikjns3w/9+sGaNeY4ONgsCtipk1Y+FvkfZ35/O9yz8/PPP9/TC4qIZFuXLplp43PmmBlX3t7mVtXw4ZAnj6urE3FbDoedxo0bp0cdIiLu68YNeP99M+D48mXT1q4dTJ0KoaGurU0kG0jTKoCRkZF89NFH9kUFK1euTPfu3fH393dqcSIiWd6aNeaW1f795rhKFbPFwyOPuLYukWzE4dlY27dvp3Tp0syYMYPLly9z+fJlpk+fTunSpdm5c2d61CgikvWcOgXt20OTJiboFChgNvDctUtBRySDOTxAuWHDhpQpU4YPP/zQvj3EjRs36NGjBydPnuSXX35Jl0LTSgOURSRDxcRAWBhMmwbx8Wbvql694PXXTeARkVRx5ve3w2HH19eXXbt2UeFvK3kePHiQWrVqERsbe08FOZvCjohkCMuCRYtg6FD44w/T1qQJzJxpbl2JiEOc+f3t8G0sPz8/wsPDb2k/ffo0efPmvadiRESypO3boX59ePZZE3RCQ+Grr2DVKgUdkUzA4bDToUMHXnjhBT777DNOnz7N6dOnWbJkCT169KBjx47pUaOISOYUEWFWO37gAbOnVe7cZjXkgwehbVutmSOSSTg8G2vq1KnYbDa6dOnCjRs3APD09KRXr15MmjTJ6QWKiGQ6CQlmpeM33oCrV03bc8+ZsTpFi7q2NhG5hcNjdm6KjY3lxIkTAJQuXZpcuXI5tTBn0ZgdEXEay4Lvv4eBA+HYMdNWu7YJPv/bPkdEnMOlY3a6d+/O1atXyZUrF1WrVqVq1arkypWLa9eu0b1793sqRkQk0zp8GP71L2jd2gSdgACYOxc2b1bQEcnkHA478+fP5/r167e0X79+nU8++cQpRYmIZBqRkaYnp2pVWLHC7EI+bJjZlbxbN8jh8MeoiGSwVI/ZiY6OxrIsLMvi6tWr+Pj42M8lJSXxww8/UKRIkXQpUkQkwyUlwccfw2uvwcWLpu3xx836OWXKuLY2EXFIqsNOvnz5sNls2Gw2ypUrd8t5m83G66+/7tTiRERcYv16s8XDrl3muGJFmDEDmjd3bV0ikiapDjs///wzlmXxyCOPsHTpUgr8ZSVQLy8vSpQoQXBwcLoUKSKSIcLDzS2qJUvMsb+/Wfn4lVfA09O1tYlImqU67Nzc7fzUqVOEhIRg0/oRIuIuYmPhzTdh8mS4ft2sj9OzJ4wbB4ULu7o6EblHDq+zU6JEifSoQ0Qk41kWfPklDB5senUAGjUyu5JXr+7S0kTEeRwOOyIibmH3bjMu5+bmxcWLw9Sp8NRTWvlYxM1ozqSIZC8XL8LLL0PNmibo+PrCmDFmHZ2nn1bQEXFD6tkRkewhMRHefRfGjjVr5wB06ABTpkBIiCsrE5F0prAjIu7vv/+F/v3h0CFzXL262eKhYUNXViUiGcSh21g//PADPXr0YOjQoRw+fDjFuStXrvDII484tTgRkXty/LhZCLB5cxN0ChWCDz6A7dsVdESykVSHnUWLFvH4448TERHBpk2bqFGjBgsXLrSfT0hIYN26delSpIiIQ65eNevlVKoE334LOXPCgAFmT6sXXwQPD1dXKCIZKNW3sd58802mT59O3759Afj888/p3r07cXFxvPDCC+lWoIhIqiUnwyefwIgREBFh2lq0MKsfV6jg2tpExGVSHXaOHTtG69at7cdPP/00hQsX5vHHHycxMZEnnngiXQoUEUmVzZuhb1/Yts0cly1rQs6//qUZViLZXKpvY/n5+XH+/PkUbQ8//DDfffcdQ4YM4a233kpTAWfPnuXZZ5+lYMGC+Pr6UrVqVbZv324/b1kWo0ePJigoCF9fX5o2bcqxY8fS9Foi4ob++AO6dIG6dU3QyZvXrIa8fz+0aqWgIyKpDzsPPPAAP/744y3tjRs35ttvv2XmzJkOv/iVK1eoX78+np6e/Pjjjxw8eJBp06aRP39++2OmTJnC7Nmzee+999iyZQu5c+emefPmxMXFOfx6IuJG4uJg4kQoVw4WLDCh5vnn4ehRsyKyl5erKxSRTCLVt7EGDBjAr7/+ettzDz30EN9++y2ffPKJQy8+efJkihcvzty5c+1toaGh9n+2LIuZM2cycuRI2rRpA8Ann3xCQEAAX3/9Nc8884xDrycibsCy4JtvYNAgOHnStNWrZ7Z4qFXLtbWJSKZksyzLctWLV6pUiebNm3PmzBnWrVtH0aJFeeWVV3jxxRcBOHnyJKVLl2bXrl1U/8s+NY0bN6Z69erMmjXrlueMj48nPj7efhwdHU3x4sWJiorCz88v3f8mEUlH+/eb9XJWrzbHRYuaRQE7dtTtKhE3Ex0djb+/v1O+vx3eLqJp06bMmzeP6Ojoe3phMGFmzpw5lC1blpUrV9KrVy/69u3L/PnzAYj432yKgICAFL8XEBBgP/d3YWFh+Pv723+KFy9+z3WKiItdvgx9+pjFAFevBm9veO01s8VDp04KOiLyjxwOO5UrV2bEiBEEBgby1FNP8c0335CYmJimF09OTub+++9n4sSJ1KhRg549e/Liiy/y3nvvpen5AEaMGEFUVJT95/Tp02l+LhFxsRs3zBYPZcvC229DUhK0a2cWCBw/HvLkcXWFIpIFOBx2Zs2axdmzZ/n666/JnTs3Xbp0ISAggJ49ezq8qGBQUBCVKlVK0VaxYkXCw8MBCAwMBLhlFtj58+ft5/7O29sbPz+/FD8ikgX9/DPcfz/07m16dqpUMb06S5fCX8b2iYjcTZp2Pc+RIwfNmjVj3rx5nD9/nvfff5+tW7c6vF1E/fr1OXLkSIq2o0ePUqJECcAMVg4MDGT1zfvzmHt4W7ZsoW7dumkpXUQyu1OnoH17eOQR2LcP8uc3vTq7dpk2EREH3dNGoBERESxZsoRPP/2UvXv38sADDzj0+wMGDKBevXpMnDiRp59+mq1bt/LBBx/wwQcfAGCz2ejfvz/jx4+nbNmyhIaGMmrUKIKDg2nbtu29lC4imc21azBpklkjJz7ebOnQq5fZpbxgQVdXJyJZmMNhJzo6mqVLl7Jo0SLWrl1LqVKl6Ny5M5999hmlS5d26Llq167NV199xYgRI3jjjTcIDQ1l5syZdO7c2f6YoUOHcu3aNXr27ElkZCQNGjRgxYoV+Pj4OFq6iGRGlgWLF8PQoXD2rGl75BEzlbxKFdfWJiJuweGp576+vuTPn58OHTrQuXNnamXydS2cOXVNRJxs+3bo1w9uruEVGgrTpkHbtpphJZLNOfP72+GeneXLl9OkSRNy5EjTcB8REbNJ52uvwdy5pmcnd274979h4EBQr62IOJnDiSUsLOy2a+xER0c7PEBZRLKZhASYOtVs8fDxxyboPPssHDliwo6CjoikA4d7dtatW0dCQsIt7XFxcaxfv94pRYmIG/r+exgwAG5u5FurFsyebTbwFBFJR6kOO3v37gXMflUHDx5MsYJxUlISK1asoGjRos6vUESytsOHze2pmxsJBwRAWBh07Qq6HS4iGSDVYad69erYbDZsNtttb1f5+vry1ltvObU4EcnCIiPhjTfgrbfMSsienqZn57XXQJMFRCQDpTrsnDp1CsuyKFWqFFu3bqVw4cL2c15eXhQpUgQPD490KVJEspCkJDMe57XX4OJF0/bYYzB9utn2QUQkg6U67Nxc1Tg5OTndihGRLG79ejOVfNcuc1yhAsyYAS1auLYuEcnW0nTDfMGCBdSvX5/g4GB+//13AGbMmME333zj1OJEJIs4fRo6doRGjUzQ8fc3IWfvXgUdEXE5h8POnDlzGDhwIP/617+IjIwkKSkJgPz58zNz5kxn1ycimVlsrBmXU748LFliFgLs2dPMuOrf34zTERFxMYfDzltvvcWHH37Ia6+9lmKMTq1atdi3b59TixORTMqy4PPPoWJFGDMGrl+Hhg1hxw54/334y5g+ERFXc3idnVOnTlGjRo1b2r29vbl27ZpTihKRTGzPHjMuZ906c1y8uFko8KmntMWDiGRKDvfshIaGsnv37lvaV6xYQcWKFZ1Rk4hkRn/+CS+/DPffb4KOj4/p1Tl8GJ5+WkFHRDIth3t2Bg4cSO/evYmLi8OyLLZu3crixYsJCwvjP//5T3rUKCKulJgI774LY8eatXMAOnSAKVMgJMSVlYmIpIrDYadHjx74+voycuRIYmNj6dSpE8HBwcyaNYtnnnkmPWoUEVf573/NQONDh8xx9eowa5aZdSUikkXYLMuy0vrLsbGxxMTEUKRIEWfW5FTO3CJeJNs4fhwGDYLly81xoUIwYQK88AJo8VARyQDO/P52uGfnr3LlykWuXLnuqQARyUSuXoXx480aOYmJkDMnvPqqGZuTL5+rqxMRSROHByifP3+e5557juDgYHLmzImHh0eKHxHJgpKTYf58KFfOjMVJTITmzc2igDNmKOiISJbmcM9Ot27dCA8PZ9SoUQQFBWHTDAyRrG3zZjOVfOtWc1ymjAk4rVpphpWIuAWHw86GDRtYv3491atXT4dyRCTD/PEHDB8OCxaY47x5YdQo6NsXvL1dW5uIiBM5HHaKFy/OPYxpFhFXi4szPTcTJsDNhUCffx4mToTAQNfWJiKSDhweszNz5kyGDx/Ob7/9lg7liEi6sSz4+muoXBn+/W8TdOrUMbevPv5YQUdE3JbDPTsdOnQgNjaW0qVLkytXLjz/ttHf5cuXnVaciDjJgQNmXM7q1eY4OBgmT4bOnTUuR0TcnsNhRzubi2Qhly+baeNz5kBSkhmLM2gQjBgBefK4ujoRkQzhcNjp2rVretQhIs504wZ88IEZcHyzt/WJJ8yGnaVKubY2EZEM5vCYHYATJ04wcuRIOnbsyIULFwD48ccfOXDggFOLk+wtKTmJtb+tZfG+xaz9bS1JyUmuLilr+Plns1ln794m6FSpAj/9BMuWKeiISLbkcNhZt24dVatWZcuWLSxbtoyYmBgA9uzZw5gxY5xeoGRPyw4to+Sskjw8/2E6LevEw/MfpuSskiw7tMzVpWVep07Bk0/CI4/Avn2QPz+8/Tbs2gVNmri6OhERl3E47AwfPpzx48ezatUqvLy87O2PPPIImzdvdmpxkj0tO7SMJz9/kjPRZ1K0n40+y5OfP6nA83fXrpnbVRUrwtKlkCOH6dU5dsz8b8572hVGRCTLczjs7Nu3jyeeeOKW9iJFivDnn386pSjJvpKSk+i3oh8Wt67ldLOt/4r+uqUFZir5okVQvrzZzyo+3vTq7N5tenQKFnR1hSIimYLDYSdfvnycO3fulvZdu3ZRtGhRpxQl2df68PW39Oj8lYXF6ejTrA9fn4FVZUI7dkCDBmbq+NmzEBpqxuT89BNUrerq6kREMhWHw84zzzzDsGHDiIiIwGazkZyczMaNGxk8eDBdunRJjxolGzl39dYgfS+Pczvnz8MLL0Dt2vDrr5Arl1kJ+eBBM9tKa+aIiNzC4bAzceJEKlSoQPHixYmJiaFSpUo0atSIevXqMXLkyPSoUbKRoLxBTn2c20hIgGnTzK7kH39sbmF17gxHj5rVkH18XF2hiEimZbPSuNFVeHg4+/fvJyYmhho1alC2bFln1+YU0dHR+Pv7ExUVhZ+fn6vLkbtISk6i5KySnI0+e9txOzZsFPMrxql+p/DI4eGCCl3g++9hwAAz4BigVi2YNQvq1XNtXSIi6ciZ399pnqYREhJCSEjIPb24yN955PBgVotZPPn5k9iwpQg8NswtmpktZmaPoHP4MAwcCD/+aI4DAiAsDLp2NTOuREQkVRwOOwMHDrxtu81mw8fHhzJlytCmTRsKFChwz8VJ9tSuYju+fPpL+q3ol2KwcjG/YsxsMZN2Fdu5sLoMEBUFb7wBs2eblZA9PaF/fxg5EtQ7KSLiMIdvYz388MPs3LmTpKQkypcvD8DRo0fx8PCgQoUKHDlyBJvNxoYNG6hUqVK6FO0I3cbKupKSk1gfvp5zV88RlDeIhiEN3btHJykJ5s41Y3AuXjRtjz0G06dDJr1NLCKSXlx6G+tmr83cuXPtLx4VFUWPHj1o0KABL774Ip06dWLAgAGsXLnynoqT7M0jhwcPlXzI1WVkjA0boG9fs9oxQIUKMGMGtGjh2rpERNyAwz07RYsWZdWqVbf02hw4cIBmzZpx9uxZdu7cSbNmzTLFIoPq2ZFM7fRpGDoUliwxx/7+MHasWfnY09OlpYmIuJJLe3aioqK4cOHCLWHn4sWLREdHA2bhwYSEhHsqTLK2bHcLylHXr8Obb8KkSeafbTZ48UUYNw6KFHF1dSIibiVNt7G6d+/OtGnTqF27NgDbtm1j8ODBtG3bFoCtW7dSrlw5pxYqWceyQ8tuO7h4VotZ7j+4+G4sC778EgYPhvBw09awoZlKXqOGa2sTEXFTDt/GiomJYcCAAXzyySfcuHEDgJw5c9K1a1dmzJhB7ty52b17NwDVq1d3dr0O022sjHVzE8+/r5Fzc9r4l09/mX0Dz5490K8frFtnjosXN707Tz+tlY9FRP7Gmd/faV5UMCYmhpMnTwJQqlQp8uTJc0+FpBeFnYxzc0HAO+1tlS0XBAT4808zbfzDDyE52ax2PHQoDBtmtnsQEZFbZIpFBfPkyUO1atXu6cXFvTiyiWe2mGWVmAjvvmsGHEdGmrannza9OVqQU0Qkw6Qp7Gzfvp3PP/+c8PDwWwYiL1u2zCmFSdajTTz/4r//NQsBHjpkjqtXN+NyGjVyZVUiItmSw2vOL1myhHr16nHo0CG++uorEhMTOXDgAGvWrMHf3z89apQsQpt4AsePQ5s20Ly5CTqFCsH778P27Qo6IiIukqZdz2fMmMG3336Ll5cXs2bN4vDhwzz99NPaKyubaxjSkGJ+xeyDkf/Oho3ifsVpGNIwgyvLAFevwvDhULkyLF8OOXOanp2jR6FnT/DIRmOUREQyGYfDzokTJ2jVqhUAXl5eXLt2DZvNxoABA/jggw+cXqBkHTc38QRuCTxuu4lncjLMnw/lysHkyZCQAM2awd69ZgXk/PldXaGISLbncNjJnz8/V69eBcxqyvv37wcgMjKS2NhY51YnWc7NTTyL+hVN0V7Mr5j7TTvfsgXq1oVu3SAiAsqUgW+/hRUroGJFV1cnIiL/4/AA5UaNGrFq1SqqVq3KU089Rb9+/VizZg2rVq2iSZMm6VGjZDHtKrajTfk27ruC8h9/mFtWCxaY47x5YdQos7eVt7draxMRkVs4vM7O5cuXiYuLIzg4mOTkZKZMmcKvv/5K2bJlGTlyJPkzWbe91tkRp4mLM7emJkyAa9dMW7duEBYGgYEuLU1ExN1kikUFswqFHblnlgXffAODBsH/FtKkTh2YPRv+t2WKiIg4V6ZYVPDChQtcuHCB5OTkFO1aaFDcyoEDZlbVTz+Z4+BgMxC5UyfI4fCQNxERcQGHw86OHTvo2rUrhw4d4u+dQjabjaSkJKcVJ+Iyly/DmDEwZw4kJZmxOIMGwYgRkEm3RhERkdtzOOx0796dcuXK8dFHHxEQEIBNGxiKO7lxw+xhNWoUXLpk2p54AqZOhVKlXFubiIikicNh5+TJkyxdupQyZcqkRz0irvPzz+aW1d695rhKFZg5EzTLUEQkS3N40EGTJk3Ys2dPetQi4hq//QZPPgmPPGKCTv788PbbsGuXgo6IiBtwuGfnP//5D127dmX//v1UqVIFT0/PFOcff/xxpxUnkq6uXYNJk8wu5PHxZsBxr17w+utQsKCrqxMRESdxOOxs2rSJjRs38uOPP95yTgOUJUuwLFi8GIYOhbNnTdvDD5tdyatWdW1tIiLidA7fxurTpw/PPvss586dIzk5OcWPgo5kejt2QIMG0LmzCTolS8LSpbB6tYKOiIibcjjsXLp0iQEDBhAQEJAe9Yikj/PnoUcPswjgr79CrlwwfjwcOgTt2oFmFYqIuC2Hw067du34+eef06MWEedLSDDTxsuWhY8+MrewOneGo0fhtdfAx8fVFYqISDpzeMxOuXLlGDFiBBs2bKBq1aq3DFDu27ev04oTuSfffw8DBsCxY+a4Vi0zLqdePdfWJSIiGcrhvbFCQ0Pv/GQ2Gydv7h2USWhvrGzoyBETcm4Oog8IMJt1du2qLR5ERLIIl+6NderUqXt6QZF0ExUFb7xhNui8cQM8Pc0igSNHgoKuiEi25dL/zB07diw2my3FT4UKFezn4+Li6N27NwULFiRPnjy0b9+e8+fPu7BiyZSSkuA//zHjcqZPN0Hnscdg/36YMkVBR0Qkm0tVz87AgQMZN24cuXPnZuDAgf/42OnTpztUQOXKlfnp5o7SQM6c/1/SgAED+P777/niiy/w9/fn1VdfpV27dmzcuNGh1xA3tmED9OsHO3ea4woVYMYMaNHCtXWJiEimkaqws2vXLhITE+3/fCdp2RQ0Z86cBAYG3tIeFRXFRx99xKJFi3jkkUcAmDt3LhUrVmTz5s3UqVPH4dcSN3L6NAwbZhYHBPD3N7uUv/qquX0lIiLyP6kKO3+dau7saefHjh0jODgYHx8f6tatS1hYGCEhIezYsYPExESaNm1qf2yFChUICQlh06ZNdww78fHxxMfH24+jo6OdWq+42PXrZir5pEkQG2vWx+nRw6yZU6SIq6sTEZFMyKVjdh588EHmzZvHihUrmDNnDqdOnaJhw4ZcvXqViIgIvLy8yJcvX4rfCQgIICIi4o7PGRYWhr+/v/2nePHi6fxXSIawLPjyS6hYEUaPNkGnYUOzIvIHHyjoiIjIHTk8G8uZWrZsaf/natWq8eCDD1KiRAk+//xzfH190/ScI0aMSDGuKDo6WoEnq9u714zLWbvWHBcvbjbvfPpprXwsIiJ3lakWHcmXLx/lypXj+PHjBAYGkpCQQGRkZIrHnD9//rZjfG7y9vbGz88vxY9kUX/+aXYhr1HDBB0fHzMu5/Bh6NBBQUdERFIlU4WdmJgYTpw4QVBQEDVr1sTT05PVq1fbzx85coTw8HDq1q3rwiol3SUmwltvmank770HycmmF+fwYRg71uxrJSIikkouvY01ePBgWrduTYkSJfjjjz8YM2YMHh4edOzYEX9/f1544QUGDhxIgQIF8PPzo0+fPtStW1czsdzZTz+ZW1YHD5rj++4ziwQ2auTaukREJMtyadg5c+YMHTt25NKlSxQuXJgGDRqwefNmChcuDMCMGTPIkSMH7du3Jz4+nubNm/Puu++6smRJLydOwKBB8M035rhgQZgwwcy08vBwbW0iIpKlObw3VlajvbEyuatXYeJEs/JxQgLkzAm9e5uxOfnzu7o6ERFxEZfujSXiFMnJ8OmnMHw4nDtn2po1g5kzzfRyERERJ1HYkYy3ZYsZl7NlizkuXdps8fDYY5phJSIiTpepZmOJmzt3Drp2hTp1TNDJkwcmT4YDB6B1awUdERFJF+rZkfQXF2duT02YADExpq1bNwgLg39YM0lERMQZFHYk/VgWLF8OAwfCyZOmrU4dM5W8dm3X1iYiItmGbmNJ+jhwAJo3h7ZtTdAJDoYFC2DjRgUdERHJUAo74lxXrkDfvmYxwFWrwMsL/v1vOHIEnn0WcugtJyIiGUu3scQ5btyADz+EUaPg0iXT1rYtTJsGpUq5tDQREcneFHbk3q1da6aS791rjitXhlmzoEkTl5YlIiICuo0l9+K33+Cpp+Dhh03QyZ/fbOC5e7eCjoiIZBrq2RHHXbtm1sd5800zrTxHDujVC15/3expJSIikoko7EjqWRYsXgxDh8LZs6bt4YfNLauqVV1bm4iIyB0o7Ejq7NhhxuVs3GiOS5Y0g4+feEIrH4uISKamMTvyzy5cgB49zNo4GzdCrlwwfjwcPAjt2inoiIhIpqeeHbm9hAQz2PiNNyA62rR17mzG6hQt6traREREHKCwI7f64QcYMACOHjXHNWuaLR7q1XNtXSIiImmg21jy/44cgVatzM/Ro1CkCHz0EWzdqqAjIiJZlsKOQFQUDBoEVaqYXh1PTxg8GI4dg+7dtcWDiIhkabqNlZ0lJcG8eWbvqgsXTFurVjB9OpQr59LSREREnEVhJ7vasMFMJd+50xyXLw8zZkDLlq6tS0RExMl0fyK7OX0aOnWChg1N0PHzM+vl7N2roCMiIm5JPTvZxfXrMHUqTJoEsbFmfZwePcyaOUWKuLo6ERGRdKOw4+4sC5YuNQOOf//dtDVoYLZ4uP9+19YmIiKSARR23NnevWZcztq15rhYMbN5Z4cOWvlYRESyDY3ZcUd//ml2Ia9RwwQdHx8YNQoOH4ZnnlHQERGRbEU9O+4kMRHmzIExYyAy0rQ99RRMmWI27hQREcmGFHbcxapV0L+/2aAT4L77zLicxo1dWpaIiIir6TZWVnfiBLRtC82amaBTsCC89x7s2KGgIyIignp2sq6rV2HiRLPacUICeHjAq6+aW1j587u6OhERkUxDYSerSU6GTz+F4cPh3DnT9uijMHMmVKrk0tJEREQyI4WdrGTLFjOVfMsWc1y6tOnZad1aM6xERETuQGN2soJz56BrV6hTxwSdPHlg8mQ4cAAef1xBR0RE5B+oZyczi483m3NOmAAxMaata1cIC4OgINfWJiIikkUo7GRGlgXLl8OgQWa2FcCDD8Ls2fDAA66tTUREJIvRbazM5uBBaN7cTCc/ccL04HzyCfz6q4KOiIhIGijsZBZXrpjBx9WqmQUCvbxgxAg4ehSeew5y6F+ViIhIWug2lqslJcEHH5i9qy5dMm1t28K0aVCqlEtLExERcQcKO660dq3pzdm71xxXrmzWy2na1JVViYiIuBXdG3GF334zG3Q+/LAJOvnzw1tvwe7dCjoiIiJOpp6djHTtmlkf5803IS7OjMN5+WV4/XUoVMjV1YmIiLglhZ2MYFmwZAkMHQpnzpi2hx4yu5JXq+bS0kRERNydwk5627HDjMvZuNEclyhhBh+3a6eVj0VERDKAxuyklwsXoEcPqF3bBJ1cuWDcODh0CNq3V9ARERHJIOrZcbaEBDPY+I03IDratHXqZMbqFCvm2tpERESyIYUdZ/rhBxgwwCwECFCzphmXU7++a+sSERHJxnQbyxmOHIFWrczP0aNQpAh89BFs3aqgIyIi4mIKO/ciKgoGD4YqVUyvjqenOT56FLp31xYPIiIimYBuY6VFUhLMmwf//rcZiAymV2f6dChXzqWliYiISEoKO47auBH69oWdO81x+fIwYwa0bOnaukREROS2dJ8ltc6cMbOqGjQwQcfPz6yXs3evgo6IiEgmpp6du7l+HaZOhUmTIDbWrI/ToweMH28GIouIiEimprBzJ5YFS5eaAce//27aGjQwU8nvv9+1tYmIiEiqKezczt69ZouHtWvNcbFiZvPODh208rGIiEgWozE7f/Xnn9CrF9SoYYKOjw+MHm3W0XnmGQUdERGRLEg9OwCJiTBnDowZA5GRpu2pp0xvTokSLi1NRERE7o3CzqpV0L8/HDxoju+7z4zLadzYpWWJiIiIc2Tf21gnTkDbttCsmQk6BQvCe+/Bjh0KOiIiIm4k+/XsXL0KEyea1Y4TEsDDA3r3hrFjIX9+V1cnIiIiTpZ9wk5yMnzyCQwfDufOmbZHH4WZM6FSJZeWJiIiIukn+4Sdpk3NLSqA0qVNz07r1pphJSIi4uayz5idHTsgTx6zEvKBA/D44wo6IiIi2UD26dnp1Mls+xAU5OpKREREJANln7AzZ47ZvFNERESylUxzG2vSpEnYbDb69+9vb4uLi6N3794ULFiQPHny0L59e86fP++6IkVERCTLyRRhZ9u2bbz//vtUq1YtRfuAAQP49ttv+eKLL1i3bh1//PEH7dq1c1GVIiIikhW5POzExMTQuXNnPvzwQ/L/ZZ2bqKgoPvroI6ZPn84jjzxCzZo1mTt3Lr/++iubN292YcUiIiKSlbh8zE7v3r1p1aoVTZs2Zfz48fb2HTt2kJiYSNOmTe1tFSpUICQkhE2bNlGnTp3bPl98fDzx8fH246ioKACio6PT6S8QERERZ7v5vW1Z1j0/l0vDzpIlS9i5cyfbtm275VxERAReXl7ky5cvRXtAQAARERF3fM6wsDBef/31W9qLFy9+z/WKiIhIxrp06RL+/v739BwuCzunT5+mX79+rFq1Ch8fH6c974gRIxg4cKD9ODIykhIlShAeHn7PF8vdREdHU7x4cU6fPo2fZqqloGtze7oud6Zrc2e6Nnema3NnUVFRhISEUKBAgXt+LpeFnR07dnDhwgXuv/9+e1tSUhK//PILb7/9NitXriQhIYHIyMgUvTvnz58nMDDwjs/r7e2Nt7f3Le3+/v56I92Bn5+frs0d6Nrcnq7Lnena3JmuzZ3p2txZjhz3PrzYZWGnSZMm7Nu3L0Xb888/T4UKFRg2bBjFixfH09OT1atX0759ewCOHDlCeHg4devWdUXJIiIikgW5LOzkzZuXKlWqpGjLnTs3BQsWtLe/8MILDBw4kAIFCuDn50efPn2oW7fuHQcni4iIiPydy2dj/ZMZM2aQI0cO2rdvT3x8PM2bN+fdd9916Dm8vb0ZM2bMbW9tZXe6Nnema3N7ui53pmtzZ7o2d6Zrc2fOvDY2yxlzukREREQyKZcvKigiIiKSnhR2RERExK0p7IiIiIhbU9gRERERt+YWYWfs2LHYbLYUPxUqVLCff+ihh245//LLL7uw4ox19uxZnn32WQoWLIivry9Vq1Zl+/bt9vOWZTF69GiCgoLw9fWladOmHDt2zIUVZ5y7XZtu3brd8t5p0aKFCyvOGCVLlrzl77bZbPTu3RuAuLg4evfuTcGCBcmTJw/t27fn/PnzLq46Y9zt2mTXz5ukpCRGjRpFaGgovr6+lC5dmnHjxqXY1yi7ftak5tpk188agKtXr9K/f39KlCiBr68v9erVS7GNlFPeN5YbGDNmjFW5cmXr3Llz9p+LFy/azzdu3Nh68cUXU5yPiopyYcUZ5/Lly1aJEiWsbt26WVu2bLFOnjxprVy50jp+/Lj9MZMmTbL8/f2tr7/+2tqzZ4/1+OOPW6Ghodb169ddWHn6S8216dq1q9WiRYsU753Lly+7sOqMceHChRR/86pVqyzA+vnnny3LsqyXX37ZKl68uLV69Wpr+/btVp06dax69eq5tugMcrdrk10/byZMmGAVLFjQ+u6776xTp05ZX3zxhZUnTx5r1qxZ9sdk18+a1Fyb7PpZY1mW9fTTT1uVKlWy1q1bZx07dswaM2aM5efnZ505c8ayLOe8b9wm7Nx33313PN+4cWOrX79+GVZPZjJs2DCrQYMGdzyfnJxsBQYGWm+++aa9LTIy0vL29rYWL16cESW6zN2ujWWZD6A2bdpkTEGZWL9+/azSpUtbycnJVmRkpOXp6Wl98cUX9vOHDh2yAGvTpk0urNI1/nptLCv7ft60atXK6t69e4q2du3aWZ07d7YsK3t/1tzt2lhW9v2siY2NtTw8PKzvvvsuRfv9999vvfbaa05737jFbSyAY8eOERwcTKlSpejcuTPh4eEpzi9cuJBChQpRpUoVRowYQWxsrIsqzVjLly+nVq1aPPXUUxQpUoQaNWrw4Ycf2s+fOnWKiIgImjZtam/z9/fnwQcfZNOmTa4oOcPc7drctHbtWooUKUL58uXp1asXly5dckG1rpOQkMCnn35K9+7dsdls7Nixg8TExBTvmQoVKhASEuL275m/+/u1uSk7ft7Uq1eP1atXc/ToUQD27NnDhg0baNmyJZC9P2vudm1uyo6fNTdu3CApKemWDcF9fX3ZsGGD8943TotnLvTDDz9Yn3/+ubVnzx5rxYoVVt26da2QkBArOjrasizLev/9960VK1ZYe/futT799FOraNGi1hNPPOHiqjOGt7e35e3tbY0YMcLauXOn9f7771s+Pj7WvHnzLMuyrI0bN1qA9ccff6T4vaeeesp6+umnXVFyhrnbtbEsy1q8eLH1zTffWHv37rW++uorq2LFilbt2rWtGzduuLDyjPXZZ59ZHh4e1tmzZy3LsqyFCxdaXl5etzyudu3a1tChQzO6PJf6+7WxrOz7eZOUlGQNGzbMstlsVs6cOS2bzWZNnDjRfj47f9bc7dpYVvb+rKlbt67VuHFj6+zZs9aNGzesBQsWWDly5LDKlSvntPeNW4Sdv7ty5Yrl5+dn/ec//7nt+dWrV1tAirEZ7srT09OqW7duirY+ffpYderUsSwre38A3e3a3M6JEycswPrpp5/Su7xMo1mzZtZjjz1mP1bY+X9/vza3k10+bxYvXmwVK1bMWrx4sbV3717rk08+sQoUKKD/sLLufm1uJzt91hw/ftxq1KiRBVgeHh5W7dq1rc6dO1sVKlRw2vvGbW5j/VW+fPkoV64cx48fv+35Bx98EOCO591JUFAQlSpVStFWsWJF+22+wMBAgFtm0pw/f95+zl3d7drcTqlSpShUqFC2eO8A/P777/z000/06NHD3hYYGEhCQgKRkZEpHpsd3jN/dbtrczvZ5fNmyJAhDB8+nGeeeYaqVavy3HPPMWDAAMLCwoDs/Vlzt2tzO9nps6Z06dKsW7eOmJgYTp8+zdatW0lMTKRUqVJOe9+4ZdiJiYnhxIkTBAUF3fb87t27Ae543p3Ur1+fI0eOpGg7evQoJUqUACA0NJTAwEBWr15tPx8dHc2WLVuoW7duhtaa0e52bW7nzJkzXLp0KVu8dwDmzp1LkSJFaNWqlb2tZs2aeHp6pnjPHDlyhPDwcLd/z/zV7a7N7WSXz5vY2Fhy5Ej5leLh4UFycjKQvT9r7nZtbie7fdYA5M6dm6CgIK5cucLKlStp06aN8943zu6OcoVBgwZZa9eutU6dOmVt3LjRatq0qVWoUCHrwoUL1vHjx6033njD2r59u3Xq1Cnrm2++sUqVKmU1atTI1WVniK1bt1o5c+a0JkyYYB07dsxauHChlStXLuvTTz+1P2bSpElWvnz57PeL27Rpky2mg97t2ly9etUaPHiwtWnTJuvUqVPWTz/9ZN1///1W2bJlrbi4OBdXn/6SkpKskJAQa9iwYbece/nll62QkBBrzZo11vbt2626deveckvQnd3p2mTnz5uuXbtaRYsWtU+vXrZsmVWoUKEUtzaz62fN3a5Ndv+sWbFihfXjjz9aJ0+etP773/9a9913n/Xggw9aCQkJlmU5533jFmGnQ4cOVlBQkOXl5WUVLVrU6tChg/3+eHh4uNWoUSOrQIEClre3t1WmTBlryJAh2WLdi5u+/fZbq0qVKpa3t7dVoUIF64MPPkhxPjk52Ro1apQVEBBgeXt7W02aNLGOHDniomoz1j9dm9jYWKtZs2ZW4cKFLU9PT6tEiRLWiy++aEVERLiw4oyzcuVKC7jte+H69evWK6+8YuXPn9/KlSuX9cQTT1jnzp1zQZWucadrk50/b6Kjo61+/fpZISEhlo+Pj1WqVCnrtddes+Lj4+2Pya6fNXe7Ntn9s+azzz6zSpUqZXl5eVmBgYFW7969rcjISPt5Z7xvbJb1lyUcRURERNyMW47ZEREREblJYUdERETcmsKOiIiIuDWFHREREXFrCjsiIiLi1hR2RERExK0p7IiIiIhbU9gR+YuHHnqI/v37u7qMLEHXKntYvXo1FStWJCkpKc3PsWLFCqpXr/6P2yOIpCeFHZG/WLZsGePGjXN1GRnmt99+w2az2fdvuunAgQO0b9+ekiVLYrPZmDlz5j2/1tq1a7HZbLdsIJpezp07R6dOnShXrhw5cuRQMEujoUOHMnLkSDw8PADYtWsXNWrUIE+ePLRu3ZrLly/bH3vjxg1q1qzJ1q1bUzxHixYt8PT0ZOHChRlau8hNCjsif1GgQAHy5s3r6jJcLjY2llKlSjFp0qQsuyN1fHw8hQsXZuTIkdx3332uLifNEhISXPbaGzZs4MSJE7Rv397e1qNHDx555BF27txJVFQUEydOtJ+bNm0a9evX54EHHrjlubp168bs2bMzpG6Rv1PYEfmLv9+aKVmyJOPHj6dLly7kyZOHEiVKsHz5ci5evEibNm3IkycP1apVY/v27fbfuXTpEh07dqRo0aLkypWLqlWrsnjx4hSvc/XqVTp37mzf5XfGjBm3vHZ8fDyDBw+maNGi5M6dmwcffJC1a9faz8+bN498+fKxcuVKKlasSJ48eWjRogXnzp1L8Vr/+c9/qFixIj4+PlSoUIF3333Xfi40NBSAGjVqYLPZeOihhwCoXbs2b775Js888wze3t6punbff/89/v7+t/2v999++42HH34YgPz582Oz2ejWrZv97+zbty9FihTBx8eHBg0asG3bNvvv3uwR+v7776lWrRo+Pj7UqVOH/fv3/2M9JUuWZNasWXTp0gV/f/9U/Q1JSUm88MILhIaG4uvrS/ny5Zk1a9Ytj/v444+pXLky3t7eBAUF8eqrr9rPRUZG8tJLLxEQEICPjw9VqlThu+++A2Ds2LFUr149xXPNnDmTkiVL2o+7detG27ZtmTBhAsHBwZQvXx6ABQsWUKtWLfLmzUtgYCCdOnXiwoULKZ7rwIEDPPbYY/j5+ZE3b14aNmzIiRMn+OWXX/D09CQiIiLF4/v370/Dhg3veD2WLFnCo48+io+Pj73t0KFDvPjii5QrV46OHTty6NAhAE6ePMlHH33EhAkTbvtcrVu3Zvv27Zw4ceKOryeSXhR2RO5ixowZ1K9fn127dtGqVSuee+45unTpwrPPPsvOnTspXbo0Xbp04eY2c3FxcdSsWZPvv/+e/fv307NnT5577rkUXfsDBw5k48aNLF++nFWrVrF+/Xp27tyZ4nVfffVVNm3axJIlS9i7dy9PPfUULVq04NixY/bHxMbGMnXqVBYsWMAvv/xCeHg4gwcPtp9fuHAho0ePZsKECRw6dIiJEycyatQo5s+fD2Cv6aeffuLcuXMsW7YsTddo0aJFdOzYkYULF9K5c+dbzhcvXpylS5cCcOTIEc6dO2cPEUOHDmXp0qXMnz+fnTt3UqZMGZo3b57i9gjAkCFDmDZtGtu2baNw4cK0bt2axMTENNV7J8nJyRQrVowvvviCgwcPMnr0aP7973/z+eef2x8zZ84cevfuTc+ePdm3bx/Lly+nTJky9t9v2bIlGzdu5NNPP+XgwYNMmjTJfgsotVavXs2RI0dYtWqVPSglJiYybtw49uzZw9dff81vv/1mD4wAZ8+epVGjRnh7e7NmzRp27NhB9+7duXHjBo0aNaJUqVIsWLDA/vjExEQWLlxI9+7d71jH+vXrqVWrVoq2++67j1WrVnHjxg1Wr15NtWrVAHj55ZeZMmXKHXtGQ0JCCAgIYP369Q5dCxGncOrWpSJZXOPGja1+/frZj0uUKGE9++yz9uNz585ZgDVq1Ch726ZNmyzgH3f9btWqlTVo0CDLsswOyJ6entYXX3xhPx8ZGWnlypXL/tq///675eHhYZ09ezbF8zRp0sQaMWKEZVmWNXfuXAuwjh8/bj//zjvvWAEBAfbj0qVLW4sWLUrxHOPGjbPq1q1rWZZlnTp1ygKsXbt23bH2EiVKWDNmzLil/ea1evvtty1/f39r7dq1d3wOy7Ksn3/+2QKsK1eu2NtiYmIsT09Pa+HChfa2hIQEKzg42JoyZUqK31uyZIn9MZcuXbJ8fX2tzz777B9f8++1pkXv3r2t9u3b24+Dg4Ot11577baPXblypZUjR4477sg8ZswY67777kvRNmPGDKtEiRL2465du1oBAQEpdgu/nW3btlmAdfXqVcuyLGvEiBFWaGiolZCQcNvHT5482apYsaL9eOnSpVaePHmsmJiYO76Gv7+/9cknn6Ro279/v9WoUSMrJCTE6tixoxUVFWV98sknVps2bawzZ85YzZo1s0qXLn3ba1SjRg1r7Nix//h3iaSHnC7MWSJZws3/cgUICAgAoGrVqre0XbhwgcDAQJKSkpg4cSKff/45Z8+eJSEhgfj4eHLlygWY7v7ExMQU4xr8/f3ttysA9u3bR1JSEuXKlUtRS3x8PAULFrQf58qVi9KlS9uPg4KC7Lc2rl27xokTJ3jhhRd48cUX7Y+5ceNGqm/r3M2XX37JhQsX2LhxI7Vr13b490+cOEFiYiL169e3t3l6evLAAw/Yb4/cVLduXfs/FyhQgPLly9sfkydPHvu5Z599lvfee8/hWm565513+PjjjwkPD+f69eskJCTYbz1duHCBP/74gyZNmtz2d3fv3k2xYsVu+ffmqKpVq+Ll5ZWibceOHYwdO5Y9e/Zw5coV+8ym8PBwKlWqxO7du2nYsCGenp63fc5u3boxcuRINm/eTJ06dZg3bx5PP/00uXPnvmMd169fT3ELC6By5cqsW7fOfnzp0iXGjBnDL7/8Qp8+fahXrx7Lli2jdu3aPPjgg7Ru3dr+WF9fX2JjYx2+HiL3SmFH5C7++uVhs9nu2Hbzy+fNN99k1qxZzJw5k6pVq5I7d2769+/v0EDTmJgYPDw82LFjxy23QP76xf73LzabzWa/nRYTEwPAhx9+yIMPPpjicY7eVrmTGjVqsHPnTj7++GNq1aplvxYZ7a+zyfz8/NL8PEuWLGHw4MFMmzaNunXrkjdvXt588022bNkCmC/rf3K38zly5LD/+7npdrfi/h5Arl27RvPmzWnevDkLFy6kcOHChIeH07x5c/v76m6vXaRIEVq3bs3cuXMJDQ3lxx9/TDEG7HYKFSrElStX/vExAwcOpH///hQrVoy1a9cyfvx4cufOTatWrVi7dm2KsHP58mUKFy78j88nkh4UdkScbOPGjbRp04Znn30WMCHo6NGjVKpUCYBSpUrh6enJtm3bCAkJASAqKoqjR4/SqFEjwISIpKQkLly48I8DSP9JQEAAwcHBnDx58rbjaAB770Fa11ApXbo006ZN46GHHsLDw4O33377jo+93WuVLl0aLy8vNm7cSIkSJQDz5b9t27Zbpopv3rzZfr2uXLnC0aNHqVixIoB9zMy92rhxI/Xq1eOVV16xt/11QG3evHkpWbIkq1evtg+4/qtq1apx5swZjh49etvencKFCxMREYFlWfZg+Pdp/7dz+PBhLl26xKRJkyhevDhAikHxN197/vz5JCYm3rF3p0ePHnTs2JFixYpRunTpFD1qt1OjRg0OHjx4x/OrV6/m0KFDzJ07FzD/bm+Gt7+HuLi4OE6cOEGNGjX++Y8VSQcaoCziZGXLlmXVqlX8+uuvHDp0iJdeeonz58/bz+fNm5euXbsyZMgQfv75Zw4cOMALL7xAjhw57F+A5cqVo3PnznTp0oVly5Zx6tQptm7dSlhYGN9//32qa3n99dcJCwtj9uzZHD16lH379jF37lymT58OmP/a9/X1ZcWKFZw/f56oqCjATHfevXs3u3fvJiEhgbNnz7J7926OHz9+y2uUK1eOn3/+maVLl/7jWjYlSpTAZrPx3XffcfHiRWJiYsidOze9evViyJAhrFixgoMHD/Liiy8SGxvLCy+8kOL333jjDVavXs3+/fvp1q0bhQoVom3btv/499/8G2JiYrh48SK7d+/+xy/vsmXLsn37dlauXMnRo0cZNWpUiplhYGZUTZs2jdmzZ3Ps2DF27tzJW2+9BUDjxo1p1KgR7du3Z9WqVZw6dYoff/yRFStWAGa238WLF5kyZQonTpzgnXfe4ccff/zHvwHM4F4vLy/eeustTp48yfLly29ZD+rVV18lOjqaZ555hu3bt3Ps2DEWLFjAkSNH7I9p3rw5fn5+jB8/nueff/6ur9u8eXM2bNhw23NxcXG8+uqrfPDBB+TIYb5K6tevzzvvvMOePXtYunRpijC1efNmvL29U9yOFMkwLh4zJJKp3G6A8t8H5wLWV199ZT/++yDfS5cuWW3atLHy5MljFSlSxBo5cqTVpUsXq02bNvbfiY6Otjp16mTlypXLCgwMtKZPn2498MAD1vDhw+2PSUhIsEaPHm2VLFnS8vT0tIKCgqwnnnjC2rt3r2VZZoCyv79/itq++uor6+//t164cKFVvXp1y8vLy8qfP7/VqFEja9myZfbzH374oVW8eHErR44cVuPGjVP8TX//uXn+dtfq4MGDVpEiRayBAwfe8fq+8cYbVmBgoGWz2ayuXbtalmVZ169ft/r06WMVKlTI8vb2turXr29t3brV/js3Byh/++23VuXKlS0vLy/rgQcesPbs2XPH17npdn/DXwcD/11cXJzVrVs3y9/f38qXL5/Vq1cva/jw4bcMKn7vvfes8uXL2/+99OnTx37u0qVL1vPPP28VLFjQ8vHxsapUqWJ999139vNz5syxihcvbuXOndvq0qWLNWHChFsGKP/1vXLTokWLrJIlS1re3t5W3bp1reXLl98yuHzPnj1Ws2bNrFy5cll58+a1GjZsaJ04cSLF84waNcry8PCw/vjjj7tev0uXLlk+Pj7W4cOHbzk3fPhw+6D7m44dO2bVrl3b8vPzs3r16mUlJSXZz/Xs2dN66aWX7vqaIunBZll/u4EsIhnu2rVrFC1alGnTpt3So5HdrV27locffpgrV66QL18+V5eT5b3wwgtcvHiR5cuXp+rxQ4YMITo6mvfffz/Nr/nnn39Svnx5tm/fbl/bSSQj6TaWiAvs2rWLxYsXc+LECXbu3GkfU9OmTRsXVybuKioqig0bNrBo0SL69OmT6t977bXXKFGixD3ta/Xbb7/x7rvvKuiIy2iAsoiLTJ06lSNHjuDl5UXNmjVZv349hQoVcnVZ4qbatGnD1q1befnll3n00UdT/Xv58uXj3//+9z29dq1atW5ZnFAkI+k2loiIiLg13cYSERERt6awIyIiIm5NYUdERETcmsKOiIiIuDWFHREREXFrCjsiIiLi1hR2RERExK0p7IiIiIhbU9gRERERt/Z/VjPGaDmD+hEAAAAASUVORK5CYII=
+"
+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;[16]:</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[16]:</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-B-32-quickgelu laion400m_e32</th>
+      <th>roberta-ViT-B-32 /fsx/rom1504/open_clip/roberta_B_32/checkpoints/epoch_90.pt</th>
+    </tr>
+    <tr>
+      <th>dataset</th>
+      <th></th>
+      <th></th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th>cars</th>
+      <td>0.793</td>
+      <td>0.830</td>
+    </tr>
+    <tr>
+      <th>country211</th>
+      <td>0.147</td>
+      <td>0.147</td>
+    </tr>
+    <tr>
+      <th>fer2013</th>
+      <td>0.399</td>
+      <td>0.401</td>
+    </tr>
+    <tr>
+      <th>fgvc_aircraft</th>
+      <td>0.166</td>
+      <td>0.174</td>
+    </tr>
+    <tr>
+      <th>gtsrb</th>
+      <td>0.393</td>
+      <td>0.383</td>
+    </tr>
+    <tr>
+      <th>imagenet-a</th>
+      <td>0.235</td>
+      <td>0.242</td>
+    </tr>
+    <tr>
+      <th>imagenet-r</th>
+      <td>0.721</td>
+      <td>0.708</td>
+    </tr>
+    <tr>
+      <th>imagenet1k</th>
+      <td>0.629</td>
+      <td>0.617</td>
+    </tr>
+    <tr>
+      <th>imagenet_sketch</th>
+      <td>0.494</td>
+      <td>0.491</td>
+    </tr>
+    <tr>
+      <th>imagenetv2</th>
+      <td>0.551</td>
+      <td>0.533</td>
+    </tr>
+    <tr>
+      <th>mnist</th>
+      <td>0.371</td>
+      <td>0.659</td>
+    </tr>
+    <tr>
+      <th>objectnet</th>
+      <td>0.427</td>
+      <td>0.440</td>
+    </tr>
+    <tr>
+      <th>renderedsst2</th>
+      <td>0.526</td>
+      <td>0.545</td>
+    </tr>
+    <tr>
+      <th>stl10</th>
+      <td>0.955</td>
+      <td>0.957</td>
+    </tr>
+    <tr>
+      <th>sun397</th>
+      <td>0.661</td>
+      <td>0.664</td>
+    </tr>
+    <tr>
+      <th>voc2007</th>
+      <td>0.791</td>
+      <td>0.809</td>
+    </tr>
+    <tr>
+      <th>vtab/caltech101</th>
+      <td>0.909</td>
+      <td>0.905</td>
+    </tr>
+    <tr>
+      <th>vtab/cifar10</th>
+      <td>0.908</td>
+      <td>0.933</td>
+    </tr>
+    <tr>
+      <th>vtab/cifar100</th>
+      <td>0.703</td>
+      <td>0.750</td>
+    </tr>
+    <tr>
+      <th>vtab/clevr_closest_object_distance</th>
+      <td>0.167</td>
+      <td>0.167</td>
+    </tr>
+    <tr>
+      <th>vtab/clevr_count_all</th>
+      <td>0.158</td>
+      <td>0.144</td>
+    </tr>
+    <tr>
+      <th>vtab/diabetic_retinopathy</th>
+      <td>0.259</td>
+      <td>0.202</td>
+    </tr>
+    <tr>
+      <th>vtab/dmlab</th>
+      <td>0.158</td>
+      <td>0.160</td>
+    </tr>
+    <tr>
+      <th>vtab/dsprites_label_orientation</th>
+      <td>0.020</td>
+      <td>0.026</td>
+    </tr>
+    <tr>
+      <th>vtab/dsprites_label_x_position</th>
+      <td>0.031</td>
+      <td>0.028</td>
+    </tr>
+    <tr>
+      <th>vtab/dtd</th>
+      <td>0.547</td>
+      <td>0.593</td>
+    </tr>
+    <tr>
+      <th>vtab/eurosat</th>
+      <td>0.526</td>
+      <td>0.534</td>
+    </tr>
+    <tr>
+      <th>vtab/flowers</th>
+      <td>0.663</td>
+      <td>0.590</td>
+    </tr>
+    <tr>
+      <th>vtab/kitti_closest_vehicle_distance</th>
+      <td>0.365</td>
+      <td>0.404</td>
+    </tr>
+    <tr>
+      <th>vtab/pcam</th>
+      <td>0.546</td>
+      <td>0.498</td>
+    </tr>
+    <tr>
+      <th>vtab/pets</th>
+      <td>0.866</td>
+      <td>0.867</td>
+    </tr>
+    <tr>
+      <th>vtab/resisc45</th>
+      <td>0.554</td>
+      <td>0.616</td>
+    </tr>
+    <tr>
+      <th>vtab/smallnorb_label_azimuth</th>
+      <td>0.045</td>
+      <td>0.060</td>
+    </tr>
+    <tr>
+      <th>vtab/smallnorb_label_elevation</th>
+      <td>0.097</td>
+      <td>0.102</td>
+    </tr>
+    <tr>
+      <th>vtab/svhn</th>
+      <td>0.280</td>
+      <td>0.393</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;[17]:</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[17]:</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-B-32-quickgelu laion400m_e32</th>
+      <th>roberta-ViT-B-32 /fsx/rom1504/open_clip/roberta_B_32/checkpoints/epoch_90.pt</th>
+    </tr>
+    <tr>
+      <th>dataset</th>
+      <th></th>
+      <th></th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th>voc2007_multilabel</th>
+      <td>0.762</td>
+      <td>0.766</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;[18]:</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[18]:</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-B-32-quickgelu laion400m_e32</th>
+      <th>roberta-ViT-B-32 /fsx/rom1504/open_clip/roberta_B_32/checkpoints/epoch_90.pt</th>
+    </tr>
+    <tr>
+      <th>dataset</th>
+      <th></th>
+      <th></th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th>flickr30k</th>
+      <td>0.855</td>
+      <td>0.868</td>
+    </tr>
+    <tr>
+      <th>flickr8k</th>
+      <td>0.579</td>
+      <td>0.595</td>
+    </tr>
+    <tr>
+      <th>mscoco_captions</th>
+      <td>0.608</td>
+      <td>0.631</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;[19]:</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[19]:</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-B-32-quickgelu laion400m_e32</th>
+      <th>roberta-ViT-B-32 /fsx/rom1504/open_clip/roberta_B_32/checkpoints/epoch_90.pt</th>
+    </tr>
+    <tr>
+      <th>dataset</th>
+      <th></th>
+      <th></th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th>flickr30k</th>
+      <td>0.941</td>
+      <td>0.948</td>
+    </tr>
+    <tr>
+      <th>flickr8k</th>
+      <td>0.739</td>
+      <td>0.751</td>
+    </tr>
+    <tr>
+      <th>mscoco_captions</th>
+      <td>0.768</td>
+      <td>0.778</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;[20]:</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_114262/453967910.py:1: FutureWarning: [&#39;dataset&#39;, &#39;model&#39;, &#39;pretrained&#39;, &#39;task&#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[20]:</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>roberta-ViT-B-32 /fsx/rom1504/open_clip/roberta_B_32/checkpoints/epoch_90.pt</th>
+      <td>0.482</td>
+      <td>0.273</td>
+      <td>0.502</td>
+      <td>0.768</td>
+      <td>0.255</td>
+      <td>0.880</td>
+      <td>0.474</td>
+      <td>0.280</td>
+      <td>0.498</td>
+      <td>0.766</td>
+      <td>NaN</td>
+      <td>0.766</td>
+    </tr>
+    <tr>
+      <th>ViT-B-32-quickgelu laion400m_e32</th>
+      <td>0.458</td>
+      <td>0.272</td>
+      <td>0.493</td>
+      <td>0.757</td>
+      <td>0.254</td>
+      <td>0.858</td>
+      <td>0.459</td>
+      <td>0.276</td>
+      <td>0.494</td>
+      <td>0.762</td>
+      <td>NaN</td>
+      <td>0.762</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;[21]:</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[21]:</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>roberta-ViT-B-32 /fsx/rom1504/open_clip/roberta_B_32/checkpoints/epoch_90.pt</th>
+      <td>1.429</td>
+      <td>0.502</td>
+    </tr>
+    <tr>
+      <th>ViT-B-32-quickgelu laion400m_e32</th>
+      <td>1.571</td>
+      <td>0.502</td>
+    </tr>
+  </tbody>
+</table>
+</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;[&nbsp;]:</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> 
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+</div>
+</body>
+
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+</html>

model_fullname	ViT-B-32-quickgelu laion400m_e32	roberta-ViT-B-32 /fsx/rom1504/open_clip/roberta_B_32/checkpoints/epoch_90.pt
dataset
cars	0.792	0.832
country211	0.147	0.147
fer2013	0.427	0.421
fgvc_aircraft	0.168	0.174
gtsrb	0.420	0.409
imagenet-a	0.217	0.212
imagenet-r	0.734	0.722
imagenet1k	0.629	0.617
imagenet_sketch	0.493	0.491
imagenetv2	0.551	0.533
mnist	0.374	0.663
objectnet	0.439	0.451
renderedsst2	0.526	0.544
stl10	0.955	0.956
sun397	0.670	0.663
voc2007	0.757	0.780
vtab/caltech101	0.833	0.826
vtab/cifar10	0.908	0.932
vtab/cifar100	0.702	0.750
vtab/clevr_closest_object_distance	0.159	0.201
vtab/clevr_count_all	0.163	0.147
vtab/diabetic_retinopathy	0.338	0.502
vtab/dmlab	0.172	0.129
vtab/dsprites_label_orientation	0.019	0.025
vtab/dsprites_label_x_position	0.029	0.028
vtab/dtd	0.543	0.591
vtab/eurosat	0.516	0.521
vtab/flowers	0.683	0.621
vtab/kitti_closest_vehicle_distance	0.288	0.387
vtab/pcam	0.546	0.498
vtab/pets	0.868	0.868
vtab/resisc45	0.546	0.612
vtab/smallnorb_label_azimuth	0.045	0.060
vtab/smallnorb_label_elevation	0.097	0.102
vtab/svhn	0.279	0.442
model_fullname	ViT-B-32-quickgelu laion400m_e32	roberta-ViT-B-32 /fsx/rom1504/open_clip/roberta_B_32/checkpoints/epoch_90.pt
dataset
cars	0.793	0.830
country211	0.147	0.147
fer2013	0.399	0.401
fgvc_aircraft	0.166	0.174
gtsrb	0.393	0.383
imagenet-a	0.235	0.242
imagenet-r	0.721	0.708
imagenet1k	0.629	0.617
imagenet_sketch	0.494	0.491
imagenetv2	0.551	0.533
mnist	0.371	0.659
objectnet	0.427	0.440
renderedsst2	0.526	0.545
stl10	0.955	0.957
sun397	0.661	0.664
voc2007	0.791	0.809
vtab/caltech101	0.909	0.905
vtab/cifar10	0.908	0.933
vtab/cifar100	0.703	0.750
vtab/clevr_closest_object_distance	0.167	0.167
vtab/clevr_count_all	0.158	0.144
vtab/diabetic_retinopathy	0.259	0.202
vtab/dmlab	0.158	0.160
vtab/dsprites_label_orientation	0.020	0.026
vtab/dsprites_label_x_position	0.031	0.028
vtab/dtd	0.547	0.593
vtab/eurosat	0.526	0.534
vtab/flowers	0.663	0.590
vtab/kitti_closest_vehicle_distance	0.365	0.404
vtab/pcam	0.546	0.498
vtab/pets	0.866	0.867
vtab/resisc45	0.554	0.616
vtab/smallnorb_label_azimuth	0.045	0.060
vtab/smallnorb_label_elevation	0.097	0.102
vtab/svhn	0.280	0.393
model_fullname	ViT-B-32-quickgelu laion400m_e32	roberta-ViT-B-32 /fsx/rom1504/open_clip/roberta_B_32/checkpoints/epoch_90.pt
dataset
flickr30k	0.855	0.868
flickr8k	0.579	0.595
mscoco_captions	0.608	0.631
model_fullname	ViT-B-32-quickgelu laion400m_e32	roberta-ViT-B-32 /fsx/rom1504/open_clip/roberta_B_32/checkpoints/epoch_90.pt
dataset
flickr30k	0.941	0.948
flickr8k	0.739	0.751
mscoco_captions	0.768	0.778
	acc1			acc5			mean_per_class_recall			mean_average_precision
	mean	std	median	mean	std	median	mean	std	median	mean	std	median
model_fullname
roberta-ViT-B-32 /fsx/rom1504/open_clip/roberta_B_32/checkpoints/epoch_90.pt	0.482	0.273	0.502	0.768	0.255	0.880	0.474	0.280	0.498	0.766	NaN	0.766
ViT-B-32-quickgelu laion400m_e32	0.458	0.272	0.493	0.757	0.254	0.858	0.459	0.276	0.494	0.762	NaN	0.762
	mean	std
model_fullname
roberta-ViT-B-32 /fsx/rom1504/open_clip/roberta_B_32/checkpoints/epoch_90.pt	1.429	0.502
ViT-B-32-quickgelu laion400m_e32	1.571	0.502