{"id":3831,"date":"2023-09-15T02:22:23","date_gmt":"2023-09-14T17:22:23","guid":{"rendered":"https:\/\/julialang.kr\/?p=3831"},"modified":"2023-09-15T14:19:18","modified_gmt":"2023-09-15T05:19:18","slug":"julia-turing-tutorial-bayesian-neural-network","status":"publish","type":"post","link":"https:\/\/julialang.kr\/?p=3831","title":{"rendered":"[Julia, Turing] Tutorial \u2013 Bayesian Neural Network"},"content":{"rendered":"\n

Neural Network\ub294 \uc608\ub97c \ub4e4\uc5b4 \uc774 \uc608\uc81c \ucc98\ub7fc \uc120\ud615\ud68c\uadc0(Linear Regression)\uc73c\ub85c \ubd84\ub958\ud558\uae30 \uc5b4\ub824\uc6b4 \ubd84\ub958\ub97c \uc218\ud589 \ud560 \uc218 \uc788\ub2e4.<\/p>\n\n\n\n

\ubca0\uc774\uc988 \ucd94\ub860\uacfc \uc0d8\ud50c\ub9c1\uc73c\ub85c \uc5bb\uace0 \uc2f6\uc740\uac83\uc740 \uc2e0\uacbd\ub9dd\uc758 \uac00\uc911\uce58\uc640 \ud3b8\ud5a5\uc5d0 \ub300\ud55c \uc0ac\ud6c4\ubd84\ud3ec\ub97c \uc5bb\uace0 \uc774\ub97c \ud1b5\ud574 \uc2e0\uacbd\ub9dd\uc744 \uc7ac\uad6c\uc131 \ud558\uc5ec \uc120\ud615\ud68c\uadc0\uc5d0\uc11c \ubd84\ub958\ud558\uae30 \uc5b4\ub824\uc6b4 \ubd84\ub958 \ubb38\uc81c\ub97c \ud574\uacb0\ud55c\ub2e4.<\/p>\n\n\n\n

\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd \ub3c4\uad6c \uc81c\ud488\uad70\uc778 Turing\uacfc Flux\uc758 \uc870\ud569\uc744 \uc0ac\uc6a9\ud574 \ubca0\uc774\uc9c0\uc548 \uc2e0\uacbd\ub9dd\uc744 \uad6c\ud604\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\ub4dc\ub9bd\ub2c8\ub2e4. \ubd84\ub958 \uc54c\uace0\ub9ac\uc998\uc744 \uad6c\ud604\ud558\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c Flux\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc2e0\uacbd\ub9dd\uc758 \ub808\uc774\uc5b4\ub97c \uc9c0\uc815\ud558\uace0 Turing\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud655\ub960\uc801 \ucd94\ub860\uc744 \uad6c\ud604\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n\n\n\n\n03_tutorial_bayesian_neural_network_basic<\/title><script src=\"https:\/\/cdnjs.cloudflare.com\/ajax\/libs\/require.js\/2.1.10\/require.min.js\"><\/script>\n<style type=\"text\/css\">\n pre { line-height: 125%; }\ntd.linenos .normal { color: inherit; background-color: transparent; padding-left: 5px; padding-right: 5px; }\nspan.linenos { color: inherit; background-color: transparent; padding-left: 5px; padding-right: 5px; }\ntd.linenos .special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }\nspan.linenos.special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }\n.highlight .hll { background-color: var(--jp-cell-editor-active-background) }\n.highlight { background: var(--jp-cell-editor-background); color: var(--jp-mirror-editor-variable-color) }\n.highlight .c { color: var(--jp-mirror-editor-comment-color); font-style: italic } \/* Comment *\/\n.highlight .err { color: var(--jp-mirror-editor-error-color) } \/* Error *\/\n.highlight .k { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } \/* Keyword *\/\n.highlight .o { color: var(--jp-mirror-editor-operator-color); font-weight: bold } \/* Operator *\/\n.highlight .p { color: var(--jp-mirror-editor-punctuation-color) } \/* Punctuation *\/\n.highlight .ch { color: var(--jp-mirror-editor-comment-color); font-style: italic } \/* Comment.Hashbang *\/\n.highlight .cm { color: var(--jp-mirror-editor-comment-color); font-style: italic } \/* Comment.Multiline *\/\n.highlight .cp { color: var(--jp-mirror-editor-comment-color); font-style: italic } \/* Comment.Preproc *\/\n.highlight .cpf { color: var(--jp-mirror-editor-comment-color); font-style: italic } \/* Comment.PreprocFile *\/\n.highlight .c1 { color: var(--jp-mirror-editor-comment-color); font-style: italic } \/* Comment.Single *\/\n.highlight .cs { color: var(--jp-mirror-editor-comment-color); font-style: italic } \/* Comment.Special *\/\n.highlight .kc { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } \/* Keyword.Constant *\/\n.highlight .kd { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } \/* Keyword.Declaration *\/\n.highlight .kn { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } \/* Keyword.Namespace *\/\n.highlight .kp { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } \/* Keyword.Pseudo *\/\n.highlight .kr { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } \/* Keyword.Reserved *\/\n.highlight .kt { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } \/* Keyword.Type *\/\n.highlight .m { color: var(--jp-mirror-editor-number-color) } \/* Literal.Number *\/\n.highlight .s { color: var(--jp-mirror-editor-string-color) } \/* Literal.String *\/\n.highlight .ow { color: var(--jp-mirror-editor-operator-color); font-weight: bold } \/* Operator.Word *\/\n.highlight .w { color: var(--jp-mirror-editor-variable-color) } \/* Text.Whitespace *\/\n.highlight .mb { color: var(--jp-mirror-editor-number-color) } \/* Literal.Number.Bin *\/\n.highlight .mf { color: var(--jp-mirror-editor-number-color) } \/* Literal.Number.Float *\/\n.highlight .mh { color: var(--jp-mirror-editor-number-color) } \/* Literal.Number.Hex *\/\n.highlight .mi { color: var(--jp-mirror-editor-number-color) } \/* Literal.Number.Integer *\/\n.highlight .mo { color: var(--jp-mirror-editor-number-color) } \/* Literal.Number.Oct *\/\n.highlight .sa { color: var(--jp-mirror-editor-string-color) } \/* Literal.String.Affix *\/\n.highlight .sb { color: var(--jp-mirror-editor-string-color) } \/* Literal.String.Backtick *\/\n.highlight .sc { color: var(--jp-mirror-editor-string-color) } \/* Literal.String.Char *\/\n.highlight .dl { color: var(--jp-mirror-editor-string-color) } \/* Literal.String.Delimiter *\/\n.highlight .sd { color: var(--jp-mirror-editor-string-color) } \/* Literal.String.Doc *\/\n.highlight .s2 { color: var(--jp-mirror-editor-string-color) } \/* Literal.String.Double *\/\n.highlight .se { color: var(--jp-mirror-editor-string-color) } \/* Literal.String.Escape *\/\n.highlight .sh { color: var(--jp-mirror-editor-string-color) } \/* Literal.String.Heredoc *\/\n.highlight .si { color: var(--jp-mirror-editor-string-color) } \/* Literal.String.Interpol *\/\n.highlight .sx { color: var(--jp-mirror-editor-string-color) } \/* Literal.String.Other *\/\n.highlight .sr { color: var(--jp-mirror-editor-string-color) } \/* Literal.String.Regex *\/\n.highlight .s1 { color: var(--jp-mirror-editor-string-color) } \/* Literal.String.Single *\/\n.highlight .ss { color: var(--jp-mirror-editor-string-color) } \/* Literal.String.Symbol *\/\n.highlight .il { color: var(--jp-mirror-editor-number-color) } \/* Literal.Number.Integer.Long *\/\n <\/style>\n<style type=\"text\/css\">\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*\/\n\/*\n * Mozilla scrollbar styling\n *\/\n\/* use standard opaque scrollbars for most nodes *\/\n[data-jp-theme-scrollbars='true'] {\n scrollbar-color: rgb(var(--jp-scrollbar-thumb-color))\n var(--jp-scrollbar-background-color);\n}\n\/* for code nodes, use a transparent style of scrollbar. These selectors\n * will match lower in the tree, and so will override the above *\/\n[data-jp-theme-scrollbars='true'] .CodeMirror-hscrollbar,\n[data-jp-theme-scrollbars='true'] .CodeMirror-vscrollbar {\n scrollbar-color: rgba(var(--jp-scrollbar-thumb-color), 0.5) transparent;\n}\n\/* tiny scrollbar *\/\n.jp-scrollbar-tiny {\n scrollbar-color: rgba(var(--jp-scrollbar-thumb-color), 0.5) transparent;\n scrollbar-width: thin;\n}\n\/*\n * Webkit scrollbar styling\n *\/\n\/* use standard opaque scrollbars for most nodes *\/\n[data-jp-theme-scrollbars='true'] ::-webkit-scrollbar,\n[data-jp-theme-scrollbars='true'] ::-webkit-scrollbar-corner {\n background: var(--jp-scrollbar-background-color);\n}\n[data-jp-theme-scrollbars='true'] ::-webkit-scrollbar-thumb {\n background: rgb(var(--jp-scrollbar-thumb-color));\n border: var(--jp-scrollbar-thumb-margin) solid transparent;\n background-clip: content-box;\n border-radius: var(--jp-scrollbar-thumb-radius);\n}\n[data-jp-theme-scrollbars='true'] ::-webkit-scrollbar-track:horizontal {\n border-left: var(--jp-scrollbar-endpad) solid\n var(--jp-scrollbar-background-color);\n border-right: var(--jp-scrollbar-endpad) solid\n var(--jp-scrollbar-background-color);\n}\n[data-jp-theme-scrollbars='true'] ::-webkit-scrollbar-track:vertical {\n border-top: var(--jp-scrollbar-endpad) solid\n var(--jp-scrollbar-background-color);\n border-bottom: var(--jp-scrollbar-endpad) solid\n var(--jp-scrollbar-background-color);\n}\n\/* for code nodes, use a transparent style of scrollbar *\/\n[data-jp-theme-scrollbars='true'] .CodeMirror-hscrollbar::-webkit-scrollbar,\n[data-jp-theme-scrollbars='true'] .CodeMirror-vscrollbar::-webkit-scrollbar,\n[data-jp-theme-scrollbars='true']\n .CodeMirror-hscrollbar::-webkit-scrollbar-corner,\n[data-jp-theme-scrollbars='true']\n .CodeMirror-vscrollbar::-webkit-scrollbar-corner {\n background-color: transparent;\n}\n[data-jp-theme-scrollbars='true']\n .CodeMirror-hscrollbar::-webkit-scrollbar-thumb,\n[data-jp-theme-scrollbars='true']\n .CodeMirror-vscrollbar::-webkit-scrollbar-thumb {\n background: rgba(var(--jp-scrollbar-thumb-color), 0.5);\n border: var(--jp-scrollbar-thumb-margin) solid transparent;\n background-clip: content-box;\n border-radius: var(--jp-scrollbar-thumb-radius);\n}\n[data-jp-theme-scrollbars='true']\n .CodeMirror-hscrollbar::-webkit-scrollbar-track:horizontal {\n border-left: var(--jp-scrollbar-endpad) solid transparent;\n border-right: var(--jp-scrollbar-endpad) solid transparent;\n}\n[data-jp-theme-scrollbars='true']\n .CodeMirror-vscrollbar::-webkit-scrollbar-track:vertical {\n border-top: var(--jp-scrollbar-endpad) solid transparent;\n border-bottom: var(--jp-scrollbar-endpad) solid transparent;\n}\n\/* tiny scrollbar *\/\n.jp-scrollbar-tiny::-webkit-scrollbar,\n.jp-scrollbar-tiny::-webkit-scrollbar-corner {\n background-color: transparent;\n height: 4px;\n width: 4px;\n}\n.jp-scrollbar-tiny::-webkit-scrollbar-thumb {\n background: rgba(var(--jp-scrollbar-thumb-color), 0.5);\n}\n.jp-scrollbar-tiny::-webkit-scrollbar-track:horizontal {\n border-left: 0px solid transparent;\n border-right: 0px solid transparent;\n}\n.jp-scrollbar-tiny::-webkit-scrollbar-track:vertical {\n border-top: 0px solid transparent;\n border-bottom: 0px solid transparent;\n}\n\/*\n * Phosphor\n *\/\n.lm-ScrollBar[data-orientation='horizontal'] {\n min-height: 16px;\n max-height: 16px;\n min-width: 45px;\n border-top: 1px solid #a0a0a0;\n}\n.lm-ScrollBar[data-orientation='vertical'] {\n min-width: 16px;\n max-width: 16px;\n min-height: 45px;\n border-left: 1px solid #a0a0a0;\n}\n.lm-ScrollBar-button {\n background-color: #f0f0f0;\n background-position: center center;\n min-height: 15px;\n max-height: 15px;\n min-width: 15px;\n max-width: 15px;\n}\n.lm-ScrollBar-button:hover {\n background-color: #dadada;\n}\n.lm-ScrollBar-button.lm-mod-active {\n background-color: #cdcdcd;\n}\n.lm-ScrollBar-track {\n background: #f0f0f0;\n}\n.lm-ScrollBar-thumb {\n background: #cdcdcd;\n}\n.lm-ScrollBar-thumb:hover {\n background: #bababa;\n}\n.lm-ScrollBar-thumb.lm-mod-active {\n background: #a0a0a0;\n}\n.lm-ScrollBar[data-orientation='horizontal'] .lm-ScrollBar-thumb {\n height: 100%;\n min-width: 15px;\n border-left: 1px solid #a0a0a0;\n border-right: 1px solid #a0a0a0;\n}\n.lm-ScrollBar[data-orientation='vertical'] .lm-ScrollBar-thumb {\n width: 100%;\n min-height: 15px;\n border-top: 1px solid #a0a0a0;\n border-bottom: 1px solid #a0a0a0;\n}\n.lm-ScrollBar[data-orientation='horizontal']\n .lm-ScrollBar-button[data-action='decrement'] {\n background-image: var(--jp-icon-caret-left);\n background-size: 17px;\n}\n.lm-ScrollBar[data-orientation='horizontal']\n .lm-ScrollBar-button[data-action='increment'] {\n background-image: var(--jp-icon-caret-right);\n background-size: 17px;\n}\n.lm-ScrollBar[data-orientation='vertical']\n .lm-ScrollBar-button[data-action='decrement'] {\n background-image: var(--jp-icon-caret-up);\n background-size: 17px;\n}\n.lm-ScrollBar[data-orientation='vertical']\n .lm-ScrollBar-button[data-action='increment'] {\n background-image: var(--jp-icon-caret-down);\n background-size: 17px;\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Copyright (c) 2014-2017, PhosphorJS Contributors\n|\n| Distributed under the terms of the BSD 3-Clause License.\n|\n| The full license is in the file LICENSE, distributed with this software.\n|----------------------------------------------------------------------------*\/\n\/* <DEPRECATED> *\/\n.p-Widget, \/* <\/DEPRECATED> *\/\n.lm-Widget {\n box-sizing: border-box;\n position: relative;\n overflow: hidden;\n cursor: default;\n}\n\/* <DEPRECATED> *\/\n.p-Widget.p-mod-hidden, \/* <\/DEPRECATED> *\/\n.lm-Widget.lm-mod-hidden {\n display: none !important;\n}\n.lm-AccordionPanel[data-orientation='horizontal'] > .lm-AccordionPanel-title {\n \/* Title is rotated for horizontal accordion panel using CSS *\/\n display: block;\n transform-origin: top left;\n transform: rotate(-90deg) translate(-100%);\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Copyright (c) 2014-2017, PhosphorJS Contributors\n|\n| Distributed under the terms of the BSD 3-Clause License.\n|\n| The full license is in the file LICENSE, distributed with this software.\n|----------------------------------------------------------------------------*\/\n\/* <DEPRECATED> *\/\n.p-CommandPalette, \/* <\/DEPRECATED> *\/\n.lm-CommandPalette {\n display: flex;\n flex-direction: column;\n -webkit-user-select: none;\n -moz-user-select: none;\n -ms-user-select: none;\n user-select: none;\n}\n\/* <DEPRECATED> *\/\n.p-CommandPalette-search, \/* <\/DEPRECATED> *\/\n.lm-CommandPalette-search {\n flex: 0 0 auto;\n}\n\/* <DEPRECATED> *\/\n.p-CommandPalette-content, \/* <\/DEPRECATED> *\/\n.lm-CommandPalette-content {\n flex: 1 1 auto;\n margin: 0;\n padding: 0;\n min-height: 0;\n overflow: auto;\n list-style-type: none;\n}\n\/* <DEPRECATED> *\/\n.p-CommandPalette-header, \/* <\/DEPRECATED> *\/\n.lm-CommandPalette-header {\n overflow: hidden;\n white-space: nowrap;\n text-overflow: ellipsis;\n}\n\/* <DEPRECATED> *\/\n.p-CommandPalette-item, \/* <\/DEPRECATED> *\/\n.lm-CommandPalette-item {\n display: flex;\n flex-direction: row;\n}\n\/* <DEPRECATED> *\/\n.p-CommandPalette-itemIcon, \/* <\/DEPRECATED> *\/\n.lm-CommandPalette-itemIcon {\n flex: 0 0 auto;\n}\n\/* <DEPRECATED> *\/\n.p-CommandPalette-itemContent, \/* <\/DEPRECATED> *\/\n.lm-CommandPalette-itemContent {\n flex: 1 1 auto;\n overflow: hidden;\n}\n\/* <DEPRECATED> *\/\n.p-CommandPalette-itemShortcut, \/* <\/DEPRECATED> *\/\n.lm-CommandPalette-itemShortcut {\n flex: 0 0 auto;\n}\n\/* <DEPRECATED> *\/\n.p-CommandPalette-itemLabel, \/* <\/DEPRECATED> *\/\n.lm-CommandPalette-itemLabel {\n overflow: hidden;\n white-space: nowrap;\n text-overflow: ellipsis;\n}\n.lm-close-icon {\n border: 1px solid transparent;\n background-color: transparent;\n position: absolute;\n z-index: 1;\n right: 3%;\n top: 0;\n bottom: 0;\n margin: auto;\n padding: 7px 0;\n display: none;\n vertical-align: middle;\n outline: 0;\n cursor: pointer;\n}\n.lm-close-icon:after {\n content: 'X';\n display: block;\n width: 15px;\n height: 15px;\n text-align: center;\n color: #000;\n font-weight: normal;\n font-size: 12px;\n cursor: pointer;\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Copyright (c) 2014-2017, PhosphorJS Contributors\n|\n| Distributed under the terms of the BSD 3-Clause License.\n|\n| The full license is in the file LICENSE, distributed with this software.\n|----------------------------------------------------------------------------*\/\n\/* <DEPRECATED> *\/\n.p-DockPanel, \/* <\/DEPRECATED> *\/\n.lm-DockPanel {\n z-index: 0;\n}\n\/* <DEPRECATED> *\/\n.p-DockPanel-widget, \/* <\/DEPRECATED> *\/\n.lm-DockPanel-widget {\n z-index: 0;\n}\n\/* <DEPRECATED> *\/\n.p-DockPanel-tabBar, \/* <\/DEPRECATED> *\/\n.lm-DockPanel-tabBar {\n z-index: 1;\n}\n\/* <DEPRECATED> *\/\n.p-DockPanel-handle, \/* <\/DEPRECATED> *\/\n.lm-DockPanel-handle {\n z-index: 2;\n}\n\/* <DEPRECATED> *\/\n.p-DockPanel-handle.p-mod-hidden, \/* <\/DEPRECATED> *\/\n.lm-DockPanel-handle.lm-mod-hidden {\n display: none !important;\n}\n\/* <DEPRECATED> *\/\n.p-DockPanel-handle:after, \/* <\/DEPRECATED> *\/\n.lm-DockPanel-handle:after {\n position: absolute;\n top: 0;\n left: 0;\n width: 100%;\n height: 100%;\n content: '';\n}\n\/* <DEPRECATED> *\/\n.p-DockPanel-handle[data-orientation='horizontal'],\n\/* <\/DEPRECATED> *\/\n.lm-DockPanel-handle[data-orientation='horizontal'] {\n cursor: ew-resize;\n}\n\/* <DEPRECATED> *\/\n.p-DockPanel-handle[data-orientation='vertical'],\n\/* <\/DEPRECATED> *\/\n.lm-DockPanel-handle[data-orientation='vertical'] {\n cursor: ns-resize;\n}\n\/* <DEPRECATED> *\/\n.p-DockPanel-handle[data-orientation='horizontal']:after,\n\/* <\/DEPRECATED> *\/\n.lm-DockPanel-handle[data-orientation='horizontal']:after {\n left: 50%;\n min-width: 8px;\n transform: translateX(-50%);\n}\n\/* <DEPRECATED> *\/\n.p-DockPanel-handle[data-orientation='vertical']:after,\n\/* <\/DEPRECATED> *\/\n.lm-DockPanel-handle[data-orientation='vertical']:after {\n top: 50%;\n min-height: 8px;\n transform: translateY(-50%);\n}\n\/* <DEPRECATED> *\/\n.p-DockPanel-overlay, \/* <\/DEPRECATED> *\/\n.lm-DockPanel-overlay {\n z-index: 3;\n box-sizing: border-box;\n pointer-events: none;\n}\n\/* <DEPRECATED> *\/\n.p-DockPanel-overlay.p-mod-hidden, \/* <\/DEPRECATED> *\/\n.lm-DockPanel-overlay.lm-mod-hidden {\n display: none !important;\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Copyright (c) 2014-2017, PhosphorJS Contributors\n|\n| Distributed under the terms of the BSD 3-Clause License.\n|\n| The full license is in the file LICENSE, distributed with this software.\n|----------------------------------------------------------------------------*\/\n\/* <DEPRECATED> *\/\n.p-Menu, \/* <\/DEPRECATED> *\/\n.lm-Menu {\n z-index: 10000;\n position: absolute;\n white-space: nowrap;\n overflow-x: hidden;\n overflow-y: auto;\n outline: none;\n -webkit-user-select: none;\n -moz-user-select: none;\n -ms-user-select: none;\n user-select: none;\n}\n\/* <DEPRECATED> *\/\n.p-Menu-content, \/* <\/DEPRECATED> *\/\n.lm-Menu-content {\n margin: 0;\n padding: 0;\n display: table;\n list-style-type: none;\n}\n\/* <DEPRECATED> *\/\n.p-Menu-item, \/* <\/DEPRECATED> *\/\n.lm-Menu-item {\n display: table-row;\n}\n\/* <DEPRECATED> *\/\n.p-Menu-item.p-mod-hidden,\n.p-Menu-item.p-mod-collapsed,\n\/* <\/DEPRECATED> *\/\n.lm-Menu-item.lm-mod-hidden,\n.lm-Menu-item.lm-mod-collapsed {\n display: none !important;\n}\n\/* <DEPRECATED> *\/\n.p-Menu-itemIcon,\n.p-Menu-itemSubmenuIcon,\n\/* <\/DEPRECATED> *\/\n.lm-Menu-itemIcon,\n.lm-Menu-itemSubmenuIcon {\n display: table-cell;\n text-align: center;\n}\n\/* <DEPRECATED> *\/\n.p-Menu-itemLabel, \/* <\/DEPRECATED> *\/\n.lm-Menu-itemLabel {\n display: table-cell;\n text-align: left;\n}\n\/* <DEPRECATED> *\/\n.p-Menu-itemShortcut, \/* <\/DEPRECATED> *\/\n.lm-Menu-itemShortcut {\n display: table-cell;\n text-align: right;\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Copyright (c) 2014-2017, PhosphorJS Contributors\n|\n| Distributed under the terms of the BSD 3-Clause License.\n|\n| The full license is in the file LICENSE, distributed with this software.\n|----------------------------------------------------------------------------*\/\n\/* <DEPRECATED> *\/\n.p-MenuBar, \/* <\/DEPRECATED> *\/\n.lm-MenuBar {\n outline: none;\n -webkit-user-select: none;\n -moz-user-select: none;\n -ms-user-select: none;\n user-select: none;\n}\n\/* <DEPRECATED> *\/\n.p-MenuBar-content, \/* <\/DEPRECATED> *\/\n.lm-MenuBar-content {\n margin: 0;\n padding: 0;\n display: flex;\n flex-direction: row;\n list-style-type: none;\n}\n\/* <DEPRECATED> *\/\n.p--MenuBar-item, \/* <\/DEPRECATED> *\/\n.lm-MenuBar-item {\n box-sizing: border-box;\n}\n\/* <DEPRECATED> *\/\n.p-MenuBar-itemIcon,\n.p-MenuBar-itemLabel,\n\/* <\/DEPRECATED> *\/\n.lm-MenuBar-itemIcon,\n.lm-MenuBar-itemLabel {\n display: inline-block;\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Copyright (c) 2014-2017, PhosphorJS Contributors\n|\n| Distributed under the terms of the BSD 3-Clause License.\n|\n| The full license is in the file LICENSE, distributed with this software.\n|----------------------------------------------------------------------------*\/\n\/* <DEPRECATED> *\/\n.p-ScrollBar, \/* <\/DEPRECATED> *\/\n.lm-ScrollBar {\n display: flex;\n -webkit-user-select: none;\n -moz-user-select: none;\n -ms-user-select: none;\n user-select: none;\n}\n\/* <DEPRECATED> *\/\n.p-ScrollBar[data-orientation='horizontal'],\n\/* <\/DEPRECATED> *\/\n.lm-ScrollBar[data-orientation='horizontal'] {\n flex-direction: row;\n}\n\/* <DEPRECATED> *\/\n.p-ScrollBar[data-orientation='vertical'],\n\/* <\/DEPRECATED> *\/\n.lm-ScrollBar[data-orientation='vertical'] {\n flex-direction: column;\n}\n\/* <DEPRECATED> *\/\n.p-ScrollBar-button, \/* <\/DEPRECATED> *\/\n.lm-ScrollBar-button {\n box-sizing: border-box;\n flex: 0 0 auto;\n}\n\/* <DEPRECATED> *\/\n.p-ScrollBar-track, \/* <\/DEPRECATED> *\/\n.lm-ScrollBar-track {\n box-sizing: border-box;\n position: relative;\n overflow: hidden;\n flex: 1 1 auto;\n}\n\/* <DEPRECATED> *\/\n.p-ScrollBar-thumb, \/* <\/DEPRECATED> *\/\n.lm-ScrollBar-thumb {\n box-sizing: border-box;\n position: absolute;\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Copyright (c) 2014-2017, PhosphorJS Contributors\n|\n| Distributed under the terms of the BSD 3-Clause License.\n|\n| The full license is in the file LICENSE, distributed with this software.\n|----------------------------------------------------------------------------*\/\n\/* <DEPRECATED> *\/\n.p-SplitPanel-child, \/* <\/DEPRECATED> *\/\n.lm-SplitPanel-child {\n z-index: 0;\n}\n\/* <DEPRECATED> *\/\n.p-SplitPanel-handle, \/* <\/DEPRECATED> *\/\n.lm-SplitPanel-handle {\n z-index: 1;\n}\n\/* <DEPRECATED> *\/\n.p-SplitPanel-handle.p-mod-hidden, \/* <\/DEPRECATED> *\/\n.lm-SplitPanel-handle.lm-mod-hidden {\n display: none !important;\n}\n\/* <DEPRECATED> *\/\n.p-SplitPanel-handle:after, \/* <\/DEPRECATED> *\/\n.lm-SplitPanel-handle:after {\n position: absolute;\n top: 0;\n left: 0;\n width: 100%;\n height: 100%;\n content: '';\n}\n\/* <DEPRECATED> *\/\n.p-SplitPanel[data-orientation='horizontal'] > .p-SplitPanel-handle,\n\/* <\/DEPRECATED> *\/\n.lm-SplitPanel[data-orientation='horizontal'] > .lm-SplitPanel-handle {\n cursor: ew-resize;\n}\n\/* <DEPRECATED> *\/\n.p-SplitPanel[data-orientation='vertical'] > .p-SplitPanel-handle,\n\/* <\/DEPRECATED> *\/\n.lm-SplitPanel[data-orientation='vertical'] > .lm-SplitPanel-handle {\n cursor: ns-resize;\n}\n\/* <DEPRECATED> *\/\n.p-SplitPanel[data-orientation='horizontal'] > .p-SplitPanel-handle:after,\n\/* <\/DEPRECATED> *\/\n.lm-SplitPanel[data-orientation='horizontal'] > .lm-SplitPanel-handle:after {\n left: 50%;\n min-width: 8px;\n transform: translateX(-50%);\n}\n\/* <DEPRECATED> *\/\n.p-SplitPanel[data-orientation='vertical'] > .p-SplitPanel-handle:after,\n\/* <\/DEPRECATED> *\/\n.lm-SplitPanel[data-orientation='vertical'] > .lm-SplitPanel-handle:after {\n top: 50%;\n min-height: 8px;\n transform: translateY(-50%);\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Copyright (c) 2014-2017, PhosphorJS Contributors\n|\n| Distributed under the terms of the BSD 3-Clause License.\n|\n| The full license is in the file LICENSE, distributed with this software.\n|----------------------------------------------------------------------------*\/\n\/* <DEPRECATED> *\/\n.p-TabBar, \/* <\/DEPRECATED> *\/\n.lm-TabBar {\n display: flex;\n -webkit-user-select: none;\n -moz-user-select: none;\n -ms-user-select: none;\n user-select: none;\n}\n\/* <DEPRECATED> *\/\n.p-TabBar[data-orientation='horizontal'], \/* <\/DEPRECATED> *\/\n.lm-TabBar[data-orientation='horizontal'] {\n flex-direction: row;\n align-items: flex-end;\n}\n\/* <DEPRECATED> *\/\n.p-TabBar[data-orientation='vertical'], \/* <\/DEPRECATED> *\/\n.lm-TabBar[data-orientation='vertical'] {\n flex-direction: column;\n align-items: flex-end;\n}\n\/* <DEPRECATED> *\/\n.p-TabBar-content, \/* <\/DEPRECATED> *\/\n.lm-TabBar-content {\n margin: 0;\n padding: 0;\n display: flex;\n flex: 1 1 auto;\n list-style-type: none;\n}\n\/* <DEPRECATED> *\/\n.p-TabBar[data-orientation='horizontal'] > .p-TabBar-content,\n\/* <\/DEPRECATED> *\/\n.lm-TabBar[data-orientation='horizontal'] > .lm-TabBar-content {\n flex-direction: row;\n}\n\/* <DEPRECATED> *\/\n.p-TabBar[data-orientation='vertical'] > .p-TabBar-content,\n\/* <\/DEPRECATED> *\/\n.lm-TabBar[data-orientation='vertical'] > .lm-TabBar-content {\n flex-direction: column;\n}\n\/* <DEPRECATED> *\/\n.p-TabBar-tab, \/* <\/DEPRECATED> *\/\n.lm-TabBar-tab {\n display: flex;\n flex-direction: row;\n box-sizing: border-box;\n overflow: hidden;\n touch-action: none; \/* Disable native Drag\/Drop *\/\n}\n\/* <DEPRECATED> *\/\n.p-TabBar-tabIcon,\n.p-TabBar-tabCloseIcon,\n\/* <\/DEPRECATED> *\/\n.lm-TabBar-tabIcon,\n.lm-TabBar-tabCloseIcon {\n flex: 0 0 auto;\n}\n\/* <DEPRECATED> *\/\n.p-TabBar-tabLabel, \/* <\/DEPRECATED> *\/\n.lm-TabBar-tabLabel {\n flex: 1 1 auto;\n overflow: hidden;\n white-space: nowrap;\n}\n.lm-TabBar-tabInput {\n user-select: all;\n width: 100%;\n box-sizing: border-box;\n}\n\/* <DEPRECATED> *\/\n.p-TabBar-tab.p-mod-hidden, \/* <\/DEPRECATED> *\/\n.lm-TabBar-tab.lm-mod-hidden {\n display: none !important;\n}\n.lm-TabBar-addButton.lm-mod-hidden {\n display: none !important;\n}\n\/* <DEPRECATED> *\/\n.p-TabBar.p-mod-dragging .p-TabBar-tab, \/* <\/DEPRECATED> *\/\n.lm-TabBar.lm-mod-dragging .lm-TabBar-tab {\n position: relative;\n}\n\/* <DEPRECATED> *\/\n.p-TabBar.p-mod-dragging[data-orientation='horizontal'] .p-TabBar-tab,\n\/* <\/DEPRECATED> *\/\n.lm-TabBar.lm-mod-dragging[data-orientation='horizontal'] .lm-TabBar-tab {\n left: 0;\n transition: left 150ms ease;\n}\n\/* <DEPRECATED> *\/\n.p-TabBar.p-mod-dragging[data-orientation='vertical'] .p-TabBar-tab,\n\/* <\/DEPRECATED> *\/\n.lm-TabBar.lm-mod-dragging[data-orientation='vertical'] .lm-TabBar-tab {\n top: 0;\n transition: top 150ms ease;\n}\n\/* <DEPRECATED> *\/\n.p-TabBar.p-mod-dragging .p-TabBar-tab.p-mod-dragging,\n\/* <\/DEPRECATED> *\/\n.lm-TabBar.lm-mod-dragging .lm-TabBar-tab.lm-mod-dragging {\n transition: none;\n}\n.lm-TabBar-tabLabel .lm-TabBar-tabInput {\n user-select: all;\n width: 100%;\n box-sizing: border-box;\n background: inherit;\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Copyright (c) 2014-2017, PhosphorJS Contributors\n|\n| Distributed under the terms of the BSD 3-Clause License.\n|\n| The full license is in the file LICENSE, distributed with this software.\n|----------------------------------------------------------------------------*\/\n\/* <DEPRECATED> *\/\n.p-TabPanel-tabBar, \/* <\/DEPRECATED> *\/\n.lm-TabPanel-tabBar {\n z-index: 1;\n}\n\/* <DEPRECATED> *\/\n.p-TabPanel-stackedPanel, \/* <\/DEPRECATED> *\/\n.lm-TabPanel-stackedPanel {\n z-index: 0;\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Copyright (c) 2014-2017, PhosphorJS Contributors\n|\n| Distributed under the terms of the BSD 3-Clause License.\n|\n| The full license is in the file LICENSE, distributed with this software.\n|----------------------------------------------------------------------------*\/\n@charset \"UTF-8\";\nhtml{\n -webkit-box-sizing:border-box;\n box-sizing:border-box; }\n*,\n*::before,\n*::after{\n -webkit-box-sizing:inherit;\n box-sizing:inherit; }\nbody{\n font-size:14px;\n font-weight:400;\n letter-spacing:0;\n line-height:1.28581;\n text-transform:none;\n color:#182026;\n font-family:-apple-system, \"BlinkMacSystemFont\", \"Segoe UI\", \"Roboto\", \"Oxygen\", \"Ubuntu\", \"Cantarell\", \"Open Sans\", \"Helvetica Neue\", \"Icons16\", sans-serif; }\np{\n margin-bottom:10px;\n margin-top:0; }\nsmall{\n font-size:12px; }\nstrong{\n font-weight:600; }\n::-moz-selection{\n background:rgba(125, 188, 255, 0.6); }\n::selection{\n background:rgba(125, 188, 255, 0.6); }\n.bp3-heading{\n color:#182026;\n font-weight:600;\n margin:0 0 10px;\n padding:0; }\n .bp3-dark .bp3-heading{\n color:#f5f8fa; }\nh1.bp3-heading, .bp3-running-text h1{\n font-size:36px;\n line-height:40px; }\nh2.bp3-heading, .bp3-running-text h2{\n font-size:28px;\n line-height:32px; }\nh3.bp3-heading, .bp3-running-text h3{\n font-size:22px;\n line-height:25px; }\nh4.bp3-heading, .bp3-running-text h4{\n font-size:18px;\n line-height:21px; }\nh5.bp3-heading, .bp3-running-text h5{\n font-size:16px;\n line-height:19px; }\nh6.bp3-heading, .bp3-running-text h6{\n font-size:14px;\n line-height:16px; }\n.bp3-ui-text{\n font-size:14px;\n font-weight:400;\n letter-spacing:0;\n line-height:1.28581;\n text-transform:none; }\n.bp3-monospace-text{\n font-family:monospace;\n text-transform:none; }\n.bp3-text-muted{\n color:#5c7080; }\n .bp3-dark .bp3-text-muted{\n color:#a7b6c2; }\n.bp3-text-disabled{\n color:rgba(92, 112, 128, 0.6); }\n .bp3-dark .bp3-text-disabled{\n color:rgba(167, 182, 194, 0.6); }\n.bp3-text-overflow-ellipsis{\n overflow:hidden;\n text-overflow:ellipsis;\n white-space:nowrap;\n word-wrap:normal; }\n.bp3-running-text{\n font-size:14px;\n line-height:1.5; }\n .bp3-running-text h1{\n color:#182026;\n font-weight:600;\n margin-bottom:20px;\n margin-top:40px; }\n .bp3-dark .bp3-running-text h1{\n color:#f5f8fa; }\n .bp3-running-text h2{\n color:#182026;\n font-weight:600;\n margin-bottom:20px;\n margin-top:40px; }\n .bp3-dark .bp3-running-text h2{\n color:#f5f8fa; }\n .bp3-running-text h3{\n color:#182026;\n font-weight:600;\n margin-bottom:20px;\n margin-top:40px; }\n .bp3-dark .bp3-running-text h3{\n color:#f5f8fa; }\n .bp3-running-text h4{\n color:#182026;\n font-weight:600;\n margin-bottom:20px;\n margin-top:40px; }\n .bp3-dark .bp3-running-text h4{\n color:#f5f8fa; }\n .bp3-running-text h5{\n color:#182026;\n font-weight:600;\n margin-bottom:20px;\n margin-top:40px; }\n .bp3-dark .bp3-running-text h5{\n color:#f5f8fa; }\n .bp3-running-text h6{\n color:#182026;\n font-weight:600;\n margin-bottom:20px;\n margin-top:40px; }\n .bp3-dark .bp3-running-text h6{\n color:#f5f8fa; }\n .bp3-running-text hr{\n border:none;\n border-bottom:1px solid rgba(16, 22, 26, 0.15);\n margin:20px 0; }\n .bp3-dark .bp3-running-text hr{\n border-color:rgba(255, 255, 255, 0.15); }\n .bp3-running-text p{\n margin:0 0 10px;\n padding:0; }\n.bp3-text-large{\n font-size:16px; }\n.bp3-text-small{\n font-size:12px; }\na{\n color:#106ba3;\n text-decoration:none; }\n a:hover{\n color:#106ba3;\n cursor:pointer;\n text-decoration:underline; }\n a .bp3-icon, a .bp3-icon-standard, a .bp3-icon-large{\n color:inherit; }\n a code,\n .bp3-dark a code{\n color:inherit; }\n .bp3-dark a,\n .bp3-dark a:hover{\n color:#48aff0; }\n .bp3-dark a .bp3-icon, .bp3-dark a .bp3-icon-standard, .bp3-dark a .bp3-icon-large,\n .bp3-dark a:hover .bp3-icon,\n .bp3-dark a:hover .bp3-icon-standard,\n .bp3-dark a:hover .bp3-icon-large{\n color:inherit; }\n.bp3-running-text code, .bp3-code{\n font-family:monospace;\n text-transform:none;\n background:rgba(255, 255, 255, 0.7);\n border-radius:3px;\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2);\n color:#5c7080;\n font-size:smaller;\n padding:2px 5px; }\n .bp3-dark .bp3-running-text code, .bp3-running-text .bp3-dark code, .bp3-dark .bp3-code{\n background:rgba(16, 22, 26, 0.3);\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);\n color:#a7b6c2; }\n .bp3-running-text a > code, a > .bp3-code{\n color:#137cbd; }\n .bp3-dark .bp3-running-text a > code, .bp3-running-text .bp3-dark a > code, .bp3-dark a > .bp3-code{\n color:inherit; }\n.bp3-running-text pre, .bp3-code-block{\n font-family:monospace;\n text-transform:none;\n background:rgba(255, 255, 255, 0.7);\n border-radius:3px;\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15);\n color:#182026;\n display:block;\n font-size:13px;\n line-height:1.4;\n margin:10px 0;\n padding:13px 15px 12px;\n word-break:break-all;\n word-wrap:break-word; }\n .bp3-dark .bp3-running-text pre, .bp3-running-text .bp3-dark pre, .bp3-dark .bp3-code-block{\n background:rgba(16, 22, 26, 0.3);\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);\n color:#f5f8fa; }\n .bp3-running-text pre > code, .bp3-code-block > code{\n background:none;\n -webkit-box-shadow:none;\n box-shadow:none;\n color:inherit;\n font-size:inherit;\n padding:0; }\n.bp3-running-text kbd, .bp3-key{\n -webkit-box-align:center;\n -ms-flex-align:center;\n align-items:center;\n background:#ffffff;\n border-radius:3px;\n -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);\n 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);\n color:#5c7080;\n display:-webkit-inline-box;\n display:-ms-inline-flexbox;\n display:inline-flex;\n font-family:inherit;\n font-size:12px;\n height:24px;\n -webkit-box-pack:center;\n -ms-flex-pack:center;\n justify-content:center;\n line-height:24px;\n min-width:24px;\n padding:3px 6px;\n vertical-align:middle; }\n .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{\n margin-right:5px; }\n .bp3-dark .bp3-running-text kbd, .bp3-running-text .bp3-dark kbd, .bp3-dark .bp3-key{\n background:#394b59;\n -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);\n 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);\n color:#a7b6c2; }\n.bp3-running-text blockquote, .bp3-blockquote{\n border-left:solid 4px rgba(167, 182, 194, 0.5);\n margin:0 0 10px;\n padding:0 20px; }\n .bp3-dark .bp3-running-text blockquote, .bp3-running-text .bp3-dark blockquote, .bp3-dark .bp3-blockquote{\n border-color:rgba(115, 134, 148, 0.5); }\n.bp3-running-text ul,\n.bp3-running-text ol, .bp3-list{\n margin:10px 0;\n padding-left:30px; }\n .bp3-running-text ul li:not(:last-child), .bp3-running-text ol li:not(:last-child), .bp3-list li:not(:last-child){\n margin-bottom:5px; }\n .bp3-running-text ul ol, .bp3-running-text ol ol, .bp3-list ol,\n .bp3-running-text ul ul,\n .bp3-running-text ol ul,\n .bp3-list ul{\n margin-top:5px; }\n.bp3-list-unstyled{\n list-style:none;\n margin:0;\n padding:0; }\n .bp3-list-unstyled li{\n padding:0; }\n.bp3-rtl{\n text-align:right; }\n.bp3-dark{\n color:#f5f8fa; }\n:focus{\n outline:rgba(19, 124, 189, 0.6) auto 2px;\n outline-offset:2px;\n -moz-outline-radius:6px; }\n.bp3-focus-disabled :focus{\n outline:none !important; }\n .bp3-focus-disabled :focus ~ .bp3-control-indicator{\n outline:none !important; }\n.bp3-alert{\n max-width:400px;\n padding:20px; }\n.bp3-alert-body{\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex; }\n .bp3-alert-body .bp3-icon{\n font-size:40px;\n margin-right:20px;\n margin-top:0; }\n.bp3-alert-contents{\n word-break:break-word; }\n.bp3-alert-footer{\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex;\n -webkit-box-orient:horizontal;\n -webkit-box-direction:reverse;\n -ms-flex-direction:row-reverse;\n flex-direction:row-reverse;\n margin-top:10px; }\n .bp3-alert-footer .bp3-button{\n margin-left:10px; }\n.bp3-breadcrumbs{\n -webkit-box-align:center;\n -ms-flex-align:center;\n align-items:center;\n cursor:default;\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex;\n -ms-flex-wrap:wrap;\n flex-wrap:wrap;\n height:30px;\n list-style:none;\n margin:0;\n padding:0; }\n .bp3-breadcrumbs > li{\n -webkit-box-align:center;\n -ms-flex-align:center;\n align-items:center;\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex; }\n .bp3-breadcrumbs > li::after{\n 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\");\n content:\"\";\n display:block;\n height:16px;\n margin:0 5px;\n width:16px; }\n .bp3-breadcrumbs > li:last-of-type::after{\n display:none; }\n.bp3-breadcrumb,\n.bp3-breadcrumb-current,\n.bp3-breadcrumbs-collapsed{\n -webkit-box-align:center;\n -ms-flex-align:center;\n align-items:center;\n display:-webkit-inline-box;\n display:-ms-inline-flexbox;\n display:inline-flex;\n font-size:16px; }\n.bp3-breadcrumb,\n.bp3-breadcrumbs-collapsed{\n color:#5c7080; }\n.bp3-breadcrumb:hover{\n text-decoration:none; }\n.bp3-breadcrumb.bp3-disabled{\n color:rgba(92, 112, 128, 0.6);\n cursor:not-allowed; }\n.bp3-breadcrumb .bp3-icon{\n margin-right:5px; }\n.bp3-breadcrumb-current{\n color:inherit;\n font-weight:600; }\n .bp3-breadcrumb-current .bp3-input{\n font-size:inherit;\n font-weight:inherit;\n vertical-align:baseline; }\n.bp3-breadcrumbs-collapsed{\n background:#ced9e0;\n border:none;\n border-radius:3px;\n cursor:pointer;\n margin-right:2px;\n padding:1px 5px;\n vertical-align:text-bottom; }\n .bp3-breadcrumbs-collapsed::before{\n 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;\n content:\"\";\n display:block;\n height:16px;\n width:16px; }\n .bp3-breadcrumbs-collapsed:hover{\n background:#bfccd6;\n color:#182026;\n text-decoration:none; }\n.bp3-dark .bp3-breadcrumb,\n.bp3-dark .bp3-breadcrumbs-collapsed{\n color:#a7b6c2; }\n.bp3-dark .bp3-breadcrumbs > li::after{\n color:#a7b6c2; }\n.bp3-dark .bp3-breadcrumb.bp3-disabled{\n color:rgba(167, 182, 194, 0.6); }\n.bp3-dark .bp3-breadcrumb-current{\n color:#f5f8fa; }\n.bp3-dark .bp3-breadcrumbs-collapsed{\n background:rgba(16, 22, 26, 0.4); }\n .bp3-dark .bp3-breadcrumbs-collapsed:hover{\n background:rgba(16, 22, 26, 0.6);\n color:#f5f8fa; }\n.bp3-button{\n display:-webkit-inline-box;\n display:-ms-inline-flexbox;\n display:inline-flex;\n -webkit-box-orient:horizontal;\n -webkit-box-direction:normal;\n -ms-flex-direction:row;\n flex-direction:row;\n -webkit-box-align:center;\n -ms-flex-align:center;\n align-items:center;\n border:none;\n border-radius:3px;\n cursor:pointer;\n font-size:14px;\n -webkit-box-pack:center;\n -ms-flex-pack:center;\n justify-content:center;\n padding:5px 10px;\n text-align:left;\n vertical-align:middle;\n min-height:30px;\n min-width:30px; }\n .bp3-button > *{\n -webkit-box-flex:0;\n -ms-flex-positive:0;\n flex-grow:0;\n -ms-flex-negative:0;\n flex-shrink:0; }\n .bp3-button > .bp3-fill{\n -webkit-box-flex:1;\n -ms-flex-positive:1;\n flex-grow:1;\n -ms-flex-negative:1;\n flex-shrink:1; }\n .bp3-button::before,\n .bp3-button > *{\n margin-right:7px; }\n .bp3-button:empty::before,\n .bp3-button > :last-child{\n margin-right:0; }\n .bp3-button:empty{\n padding:0 !important; }\n .bp3-button:disabled, .bp3-button.bp3-disabled{\n cursor:not-allowed; }\n .bp3-button.bp3-fill{\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex;\n width:100%; }\n .bp3-button.bp3-align-right,\n .bp3-align-right .bp3-button{\n text-align:right; }\n .bp3-button.bp3-align-left,\n .bp3-align-left .bp3-button{\n text-align:left; }\n .bp3-button:not([class*=\"bp3-intent-\"]){\n background-color:#f5f8fa;\n background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));\n background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);\n color:#182026; }\n .bp3-button:not([class*=\"bp3-intent-\"]):hover{\n background-clip:padding-box;\n background-color:#ebf1f5;\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }\n .bp3-button:not([class*=\"bp3-intent-\"]):active, .bp3-button:not([class*=\"bp3-intent-\"]).bp3-active{\n background-color:#d8e1e8;\n background-image:none;\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }\n .bp3-button:not([class*=\"bp3-intent-\"]):disabled, .bp3-button:not([class*=\"bp3-intent-\"]).bp3-disabled{\n background-color:rgba(206, 217, 224, 0.5);\n background-image:none;\n -webkit-box-shadow:none;\n box-shadow:none;\n color:rgba(92, 112, 128, 0.6);\n cursor:not-allowed;\n outline:none; }\n .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{\n background:rgba(206, 217, 224, 0.7); }\n .bp3-button.bp3-intent-primary{\n background-color:#137cbd;\n background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));\n background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);\n color:#ffffff; }\n .bp3-button.bp3-intent-primary:hover, .bp3-button.bp3-intent-primary:active, .bp3-button.bp3-intent-primary.bp3-active{\n color:#ffffff; }\n .bp3-button.bp3-intent-primary:hover{\n background-color:#106ba3;\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }\n .bp3-button.bp3-intent-primary:active, .bp3-button.bp3-intent-primary.bp3-active{\n background-color:#0e5a8a;\n background-image:none;\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }\n .bp3-button.bp3-intent-primary:disabled, .bp3-button.bp3-intent-primary.bp3-disabled{\n background-color:rgba(19, 124, 189, 0.5);\n background-image:none;\n border-color:transparent;\n -webkit-box-shadow:none;\n box-shadow:none;\n color:rgba(255, 255, 255, 0.6); }\n .bp3-button.bp3-intent-success{\n background-color:#0f9960;\n background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));\n background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);\n color:#ffffff; }\n .bp3-button.bp3-intent-success:hover, .bp3-button.bp3-intent-success:active, .bp3-button.bp3-intent-success.bp3-active{\n color:#ffffff; }\n .bp3-button.bp3-intent-success:hover{\n background-color:#0d8050;\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }\n .bp3-button.bp3-intent-success:active, .bp3-button.bp3-intent-success.bp3-active{\n background-color:#0a6640;\n background-image:none;\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }\n .bp3-button.bp3-intent-success:disabled, .bp3-button.bp3-intent-success.bp3-disabled{\n background-color:rgba(15, 153, 96, 0.5);\n background-image:none;\n border-color:transparent;\n -webkit-box-shadow:none;\n box-shadow:none;\n color:rgba(255, 255, 255, 0.6); }\n .bp3-button.bp3-intent-warning{\n background-color:#d9822b;\n background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));\n background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);\n color:#ffffff; }\n .bp3-button.bp3-intent-warning:hover, .bp3-button.bp3-intent-warning:active, .bp3-button.bp3-intent-warning.bp3-active{\n color:#ffffff; }\n .bp3-button.bp3-intent-warning:hover{\n background-color:#bf7326;\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }\n .bp3-button.bp3-intent-warning:active, .bp3-button.bp3-intent-warning.bp3-active{\n background-color:#a66321;\n background-image:none;\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }\n .bp3-button.bp3-intent-warning:disabled, .bp3-button.bp3-intent-warning.bp3-disabled{\n background-color:rgba(217, 130, 43, 0.5);\n background-image:none;\n border-color:transparent;\n -webkit-box-shadow:none;\n box-shadow:none;\n color:rgba(255, 255, 255, 0.6); }\n .bp3-button.bp3-intent-danger{\n background-color:#db3737;\n background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));\n background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);\n color:#ffffff; }\n .bp3-button.bp3-intent-danger:hover, .bp3-button.bp3-intent-danger:active, .bp3-button.bp3-intent-danger.bp3-active{\n color:#ffffff; }\n .bp3-button.bp3-intent-danger:hover{\n background-color:#c23030;\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }\n .bp3-button.bp3-intent-danger:active, .bp3-button.bp3-intent-danger.bp3-active{\n background-color:#a82a2a;\n background-image:none;\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }\n .bp3-button.bp3-intent-danger:disabled, .bp3-button.bp3-intent-danger.bp3-disabled{\n background-color:rgba(219, 55, 55, 0.5);\n background-image:none;\n border-color:transparent;\n -webkit-box-shadow:none;\n box-shadow:none;\n color:rgba(255, 255, 255, 0.6); }\n .bp3-button[class*=\"bp3-intent-\"] .bp3-button-spinner .bp3-spinner-head{\n stroke:#ffffff; }\n .bp3-button.bp3-large,\n .bp3-large .bp3-button{\n min-height:40px;\n min-width:40px;\n font-size:16px;\n padding:5px 15px; }\n .bp3-button.bp3-large::before,\n .bp3-button.bp3-large > *,\n .bp3-large .bp3-button::before,\n .bp3-large .bp3-button > *{\n margin-right:10px; }\n .bp3-button.bp3-large:empty::before,\n .bp3-button.bp3-large > :last-child,\n .bp3-large .bp3-button:empty::before,\n .bp3-large .bp3-button > :last-child{\n margin-right:0; }\n .bp3-button.bp3-small,\n .bp3-small .bp3-button{\n min-height:24px;\n min-width:24px;\n padding:0 7px; }\n .bp3-button.bp3-loading{\n position:relative; }\n .bp3-button.bp3-loading[class*=\"bp3-icon-\"]::before{\n visibility:hidden; }\n .bp3-button.bp3-loading .bp3-button-spinner{\n margin:0;\n position:absolute; }\n .bp3-button.bp3-loading > :not(.bp3-button-spinner){\n visibility:hidden; }\n .bp3-button[class*=\"bp3-icon-\"]::before{\n font-family:\"Icons16\", sans-serif;\n font-size:16px;\n font-style:normal;\n font-weight:400;\n line-height:1;\n -moz-osx-font-smoothing:grayscale;\n -webkit-font-smoothing:antialiased;\n color:#5c7080; }\n .bp3-button .bp3-icon, .bp3-button .bp3-icon-standard, .bp3-button .bp3-icon-large{\n color:#5c7080; }\n .bp3-button .bp3-icon.bp3-align-right, .bp3-button .bp3-icon-standard.bp3-align-right, .bp3-button .bp3-icon-large.bp3-align-right{\n margin-left:7px; }\n .bp3-button .bp3-icon:first-child:last-child,\n .bp3-button .bp3-spinner + .bp3-icon:last-child{\n margin:0 -7px; }\n .bp3-dark .bp3-button:not([class*=\"bp3-intent-\"]){\n background-color:#394b59;\n background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));\n background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));\n -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);\n box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);\n color:#f5f8fa; }\n .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{\n color:#f5f8fa; }\n .bp3-dark .bp3-button:not([class*=\"bp3-intent-\"]):hover{\n background-color:#30404d;\n -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);\n box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }\n .bp3-dark .bp3-button:not([class*=\"bp3-intent-\"]):active, .bp3-dark .bp3-button:not([class*=\"bp3-intent-\"]).bp3-active{\n background-color:#202b33;\n background-image:none;\n -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);\n box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }\n .bp3-dark .bp3-button:not([class*=\"bp3-intent-\"]):disabled, .bp3-dark .bp3-button:not([class*=\"bp3-intent-\"]).bp3-disabled{\n background-color:rgba(57, 75, 89, 0.5);\n background-image:none;\n -webkit-box-shadow:none;\n box-shadow:none;\n color:rgba(167, 182, 194, 0.6); }\n .bp3-dark .bp3-button:not([class*=\"bp3-intent-\"]):disabled.bp3-active, .bp3-dark .bp3-button:not([class*=\"bp3-intent-\"]).bp3-disabled.bp3-active{\n background:rgba(57, 75, 89, 0.7); }\n .bp3-dark .bp3-button:not([class*=\"bp3-intent-\"]) .bp3-button-spinner .bp3-spinner-head{\n background:rgba(16, 22, 26, 0.5);\n stroke:#8a9ba8; }\n .bp3-dark .bp3-button:not([class*=\"bp3-intent-\"])[class*=\"bp3-icon-\"]::before{\n color:#a7b6c2; }\n .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{\n color:#a7b6c2; }\n .bp3-dark .bp3-button[class*=\"bp3-intent-\"]{\n -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);\n box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }\n .bp3-dark .bp3-button[class*=\"bp3-intent-\"]:hover{\n -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);\n box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }\n .bp3-dark .bp3-button[class*=\"bp3-intent-\"]:active, .bp3-dark .bp3-button[class*=\"bp3-intent-\"].bp3-active{\n -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);\n box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }\n .bp3-dark .bp3-button[class*=\"bp3-intent-\"]:disabled, .bp3-dark .bp3-button[class*=\"bp3-intent-\"].bp3-disabled{\n background-image:none;\n -webkit-box-shadow:none;\n box-shadow:none;\n color:rgba(255, 255, 255, 0.3); }\n .bp3-dark .bp3-button[class*=\"bp3-intent-\"] .bp3-button-spinner .bp3-spinner-head{\n stroke:#8a9ba8; }\n .bp3-button:disabled::before,\n .bp3-button:disabled .bp3-icon, .bp3-button:disabled .bp3-icon-standard, .bp3-button:disabled .bp3-icon-large, .bp3-button.bp3-disabled::before,\n .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,\n .bp3-button[class*=\"bp3-intent-\"] .bp3-icon, .bp3-button[class*=\"bp3-intent-\"] .bp3-icon-standard, .bp3-button[class*=\"bp3-intent-\"] .bp3-icon-large{\n color:inherit !important; }\n .bp3-button.bp3-minimal{\n background:none;\n -webkit-box-shadow:none;\n box-shadow:none; }\n .bp3-button.bp3-minimal:hover{\n background:rgba(167, 182, 194, 0.3);\n -webkit-box-shadow:none;\n box-shadow:none;\n color:#182026;\n text-decoration:none; }\n .bp3-button.bp3-minimal:active, .bp3-button.bp3-minimal.bp3-active{\n background:rgba(115, 134, 148, 0.3);\n -webkit-box-shadow:none;\n box-shadow:none;\n color:#182026; }\n .bp3-button.bp3-minimal:disabled, .bp3-button.bp3-minimal:disabled:hover, .bp3-button.bp3-minimal.bp3-disabled, .bp3-button.bp3-minimal.bp3-disabled:hover{\n background:none;\n color:rgba(92, 112, 128, 0.6);\n cursor:not-allowed; }\n .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{\n background:rgba(115, 134, 148, 0.3); }\n .bp3-dark .bp3-button.bp3-minimal{\n background:none;\n -webkit-box-shadow:none;\n box-shadow:none;\n color:inherit; }\n .bp3-dark .bp3-button.bp3-minimal:hover, .bp3-dark .bp3-button.bp3-minimal:active, .bp3-dark .bp3-button.bp3-minimal.bp3-active{\n background:none;\n -webkit-box-shadow:none;\n box-shadow:none; }\n .bp3-dark .bp3-button.bp3-minimal:hover{\n background:rgba(138, 155, 168, 0.15); }\n .bp3-dark .bp3-button.bp3-minimal:active, .bp3-dark .bp3-button.bp3-minimal.bp3-active{\n background:rgba(138, 155, 168, 0.3);\n color:#f5f8fa; }\n .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{\n background:none;\n color:rgba(167, 182, 194, 0.6);\n cursor:not-allowed; }\n .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{\n background:rgba(138, 155, 168, 0.3); }\n .bp3-button.bp3-minimal.bp3-intent-primary{\n color:#106ba3; }\n .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{\n background:none;\n -webkit-box-shadow:none;\n box-shadow:none;\n color:#106ba3; }\n .bp3-button.bp3-minimal.bp3-intent-primary:hover{\n background:rgba(19, 124, 189, 0.15);\n color:#106ba3; }\n .bp3-button.bp3-minimal.bp3-intent-primary:active, .bp3-button.bp3-minimal.bp3-intent-primary.bp3-active{\n background:rgba(19, 124, 189, 0.3);\n color:#106ba3; }\n .bp3-button.bp3-minimal.bp3-intent-primary:disabled, .bp3-button.bp3-minimal.bp3-intent-primary.bp3-disabled{\n background:none;\n color:rgba(16, 107, 163, 0.5); }\n .bp3-button.bp3-minimal.bp3-intent-primary:disabled.bp3-active, .bp3-button.bp3-minimal.bp3-intent-primary.bp3-disabled.bp3-active{\n background:rgba(19, 124, 189, 0.3); }\n .bp3-button.bp3-minimal.bp3-intent-primary .bp3-button-spinner .bp3-spinner-head{\n stroke:#106ba3; }\n .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary{\n color:#48aff0; }\n .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary:hover{\n background:rgba(19, 124, 189, 0.2);\n color:#48aff0; }\n .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary:active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary.bp3-active{\n background:rgba(19, 124, 189, 0.3);\n color:#48aff0; }\n .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary:disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary.bp3-disabled{\n background:none;\n color:rgba(72, 175, 240, 0.5); }\n .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{\n background:rgba(19, 124, 189, 0.3); }\n .bp3-button.bp3-minimal.bp3-intent-success{\n color:#0d8050; }\n .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{\n background:none;\n -webkit-box-shadow:none;\n box-shadow:none;\n color:#0d8050; }\n .bp3-button.bp3-minimal.bp3-intent-success:hover{\n background:rgba(15, 153, 96, 0.15);\n color:#0d8050; }\n .bp3-button.bp3-minimal.bp3-intent-success:active, .bp3-button.bp3-minimal.bp3-intent-success.bp3-active{\n background:rgba(15, 153, 96, 0.3);\n color:#0d8050; }\n .bp3-button.bp3-minimal.bp3-intent-success:disabled, .bp3-button.bp3-minimal.bp3-intent-success.bp3-disabled{\n background:none;\n color:rgba(13, 128, 80, 0.5); }\n .bp3-button.bp3-minimal.bp3-intent-success:disabled.bp3-active, .bp3-button.bp3-minimal.bp3-intent-success.bp3-disabled.bp3-active{\n background:rgba(15, 153, 96, 0.3); }\n .bp3-button.bp3-minimal.bp3-intent-success .bp3-button-spinner .bp3-spinner-head{\n stroke:#0d8050; }\n .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success{\n color:#3dcc91; }\n .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success:hover{\n background:rgba(15, 153, 96, 0.2);\n color:#3dcc91; }\n .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success:active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success.bp3-active{\n background:rgba(15, 153, 96, 0.3);\n color:#3dcc91; }\n .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success:disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success.bp3-disabled{\n background:none;\n color:rgba(61, 204, 145, 0.5); }\n .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{\n background:rgba(15, 153, 96, 0.3); }\n .bp3-button.bp3-minimal.bp3-intent-warning{\n color:#bf7326; }\n .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{\n background:none;\n -webkit-box-shadow:none;\n box-shadow:none;\n color:#bf7326; }\n .bp3-button.bp3-minimal.bp3-intent-warning:hover{\n background:rgba(217, 130, 43, 0.15);\n color:#bf7326; }\n .bp3-button.bp3-minimal.bp3-intent-warning:active, .bp3-button.bp3-minimal.bp3-intent-warning.bp3-active{\n background:rgba(217, 130, 43, 0.3);\n color:#bf7326; }\n .bp3-button.bp3-minimal.bp3-intent-warning:disabled, .bp3-button.bp3-minimal.bp3-intent-warning.bp3-disabled{\n background:none;\n color:rgba(191, 115, 38, 0.5); }\n .bp3-button.bp3-minimal.bp3-intent-warning:disabled.bp3-active, .bp3-button.bp3-minimal.bp3-intent-warning.bp3-disabled.bp3-active{\n background:rgba(217, 130, 43, 0.3); }\n .bp3-button.bp3-minimal.bp3-intent-warning .bp3-button-spinner .bp3-spinner-head{\n stroke:#bf7326; }\n .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning{\n color:#ffb366; }\n .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning:hover{\n background:rgba(217, 130, 43, 0.2);\n color:#ffb366; }\n .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning:active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning.bp3-active{\n background:rgba(217, 130, 43, 0.3);\n color:#ffb366; }\n .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning:disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning.bp3-disabled{\n background:none;\n color:rgba(255, 179, 102, 0.5); }\n .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{\n background:rgba(217, 130, 43, 0.3); }\n .bp3-button.bp3-minimal.bp3-intent-danger{\n color:#c23030; }\n .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{\n background:none;\n -webkit-box-shadow:none;\n box-shadow:none;\n color:#c23030; }\n .bp3-button.bp3-minimal.bp3-intent-danger:hover{\n background:rgba(219, 55, 55, 0.15);\n color:#c23030; }\n .bp3-button.bp3-minimal.bp3-intent-danger:active, .bp3-button.bp3-minimal.bp3-intent-danger.bp3-active{\n background:rgba(219, 55, 55, 0.3);\n color:#c23030; }\n .bp3-button.bp3-minimal.bp3-intent-danger:disabled, .bp3-button.bp3-minimal.bp3-intent-danger.bp3-disabled{\n background:none;\n color:rgba(194, 48, 48, 0.5); }\n .bp3-button.bp3-minimal.bp3-intent-danger:disabled.bp3-active, .bp3-button.bp3-minimal.bp3-intent-danger.bp3-disabled.bp3-active{\n background:rgba(219, 55, 55, 0.3); }\n .bp3-button.bp3-minimal.bp3-intent-danger .bp3-button-spinner .bp3-spinner-head{\n stroke:#c23030; }\n .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger{\n color:#ff7373; }\n .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger:hover{\n background:rgba(219, 55, 55, 0.2);\n color:#ff7373; }\n .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger:active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger.bp3-active{\n background:rgba(219, 55, 55, 0.3);\n color:#ff7373; }\n .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger:disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger.bp3-disabled{\n background:none;\n color:rgba(255, 115, 115, 0.5); }\n .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{\n background:rgba(219, 55, 55, 0.3); }\n .bp3-button.bp3-outlined{\n background:none;\n -webkit-box-shadow:none;\n box-shadow:none;\n border:1px solid rgba(24, 32, 38, 0.2);\n -webkit-box-sizing:border-box;\n box-sizing:border-box; }\n .bp3-button.bp3-outlined:hover{\n background:rgba(167, 182, 194, 0.3);\n -webkit-box-shadow:none;\n box-shadow:none;\n color:#182026;\n text-decoration:none; }\n .bp3-button.bp3-outlined:active, .bp3-button.bp3-outlined.bp3-active{\n background:rgba(115, 134, 148, 0.3);\n -webkit-box-shadow:none;\n box-shadow:none;\n color:#182026; }\n .bp3-button.bp3-outlined:disabled, .bp3-button.bp3-outlined:disabled:hover, .bp3-button.bp3-outlined.bp3-disabled, .bp3-button.bp3-outlined.bp3-disabled:hover{\n background:none;\n color:rgba(92, 112, 128, 0.6);\n cursor:not-allowed; }\n .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{\n background:rgba(115, 134, 148, 0.3); }\n .bp3-dark .bp3-button.bp3-outlined{\n background:none;\n -webkit-box-shadow:none;\n box-shadow:none;\n color:inherit; }\n .bp3-dark .bp3-button.bp3-outlined:hover, .bp3-dark .bp3-button.bp3-outlined:active, .bp3-dark .bp3-button.bp3-outlined.bp3-active{\n background:none;\n -webkit-box-shadow:none;\n box-shadow:none; }\n .bp3-dark .bp3-button.bp3-outlined:hover{\n background:rgba(138, 155, 168, 0.15); }\n .bp3-dark .bp3-button.bp3-outlined:active, .bp3-dark .bp3-button.bp3-outlined.bp3-active{\n background:rgba(138, 155, 168, 0.3);\n color:#f5f8fa; }\n .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{\n background:none;\n color:rgba(167, 182, 194, 0.6);\n cursor:not-allowed; }\n .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{\n background:rgba(138, 155, 168, 0.3); }\n .bp3-button.bp3-outlined.bp3-intent-primary{\n color:#106ba3; }\n .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{\n background:none;\n -webkit-box-shadow:none;\n box-shadow:none;\n color:#106ba3; }\n .bp3-button.bp3-outlined.bp3-intent-primary:hover{\n background:rgba(19, 124, 189, 0.15);\n color:#106ba3; }\n .bp3-button.bp3-outlined.bp3-intent-primary:active, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-active{\n background:rgba(19, 124, 189, 0.3);\n color:#106ba3; }\n .bp3-button.bp3-outlined.bp3-intent-primary:disabled, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled{\n background:none;\n color:rgba(16, 107, 163, 0.5); }\n .bp3-button.bp3-outlined.bp3-intent-primary:disabled.bp3-active, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled.bp3-active{\n background:rgba(19, 124, 189, 0.3); }\n .bp3-button.bp3-outlined.bp3-intent-primary .bp3-button-spinner .bp3-spinner-head{\n stroke:#106ba3; }\n .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary{\n color:#48aff0; }\n .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:hover{\n background:rgba(19, 124, 189, 0.2);\n color:#48aff0; }\n .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary.bp3-active{\n background:rgba(19, 124, 189, 0.3);\n color:#48aff0; }\n .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled{\n background:none;\n color:rgba(72, 175, 240, 0.5); }\n .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{\n background:rgba(19, 124, 189, 0.3); }\n .bp3-button.bp3-outlined.bp3-intent-success{\n color:#0d8050; }\n .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{\n background:none;\n -webkit-box-shadow:none;\n box-shadow:none;\n color:#0d8050; }\n .bp3-button.bp3-outlined.bp3-intent-success:hover{\n background:rgba(15, 153, 96, 0.15);\n color:#0d8050; }\n .bp3-button.bp3-outlined.bp3-intent-success:active, .bp3-button.bp3-outlined.bp3-intent-success.bp3-active{\n background:rgba(15, 153, 96, 0.3);\n color:#0d8050; }\n .bp3-button.bp3-outlined.bp3-intent-success:disabled, .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled{\n background:none;\n color:rgba(13, 128, 80, 0.5); }\n .bp3-button.bp3-outlined.bp3-intent-success:disabled.bp3-active, .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled.bp3-active{\n background:rgba(15, 153, 96, 0.3); }\n .bp3-button.bp3-outlined.bp3-intent-success .bp3-button-spinner .bp3-spinner-head{\n stroke:#0d8050; }\n .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success{\n color:#3dcc91; }\n .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:hover{\n background:rgba(15, 153, 96, 0.2);\n color:#3dcc91; }\n .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success.bp3-active{\n background:rgba(15, 153, 96, 0.3);\n color:#3dcc91; }\n .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled{\n background:none;\n color:rgba(61, 204, 145, 0.5); }\n .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{\n background:rgba(15, 153, 96, 0.3); }\n .bp3-button.bp3-outlined.bp3-intent-warning{\n color:#bf7326; }\n .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{\n background:none;\n -webkit-box-shadow:none;\n box-shadow:none;\n color:#bf7326; }\n .bp3-button.bp3-outlined.bp3-intent-warning:hover{\n background:rgba(217, 130, 43, 0.15);\n color:#bf7326; }\n .bp3-button.bp3-outlined.bp3-intent-warning:active, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-active{\n background:rgba(217, 130, 43, 0.3);\n color:#bf7326; }\n .bp3-button.bp3-outlined.bp3-intent-warning:disabled, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled{\n background:none;\n color:rgba(191, 115, 38, 0.5); }\n .bp3-button.bp3-outlined.bp3-intent-warning:disabled.bp3-active, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled.bp3-active{\n background:rgba(217, 130, 43, 0.3); }\n .bp3-button.bp3-outlined.bp3-intent-warning .bp3-button-spinner .bp3-spinner-head{\n stroke:#bf7326; }\n .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning{\n color:#ffb366; }\n .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:hover{\n background:rgba(217, 130, 43, 0.2);\n color:#ffb366; }\n .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning.bp3-active{\n background:rgba(217, 130, 43, 0.3);\n color:#ffb366; }\n .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled{\n background:none;\n color:rgba(255, 179, 102, 0.5); }\n .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{\n background:rgba(217, 130, 43, 0.3); }\n .bp3-button.bp3-outlined.bp3-intent-danger{\n color:#c23030; }\n .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{\n background:none;\n -webkit-box-shadow:none;\n box-shadow:none;\n color:#c23030; }\n .bp3-button.bp3-outlined.bp3-intent-danger:hover{\n background:rgba(219, 55, 55, 0.15);\n color:#c23030; }\n .bp3-button.bp3-outlined.bp3-intent-danger:active, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-active{\n background:rgba(219, 55, 55, 0.3);\n color:#c23030; }\n .bp3-button.bp3-outlined.bp3-intent-danger:disabled, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled{\n background:none;\n color:rgba(194, 48, 48, 0.5); }\n .bp3-button.bp3-outlined.bp3-intent-danger:disabled.bp3-active, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled.bp3-active{\n background:rgba(219, 55, 55, 0.3); }\n .bp3-button.bp3-outlined.bp3-intent-danger .bp3-button-spinner .bp3-spinner-head{\n stroke:#c23030; }\n .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger{\n color:#ff7373; }\n .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:hover{\n background:rgba(219, 55, 55, 0.2);\n color:#ff7373; }\n .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger.bp3-active{\n background:rgba(219, 55, 55, 0.3);\n color:#ff7373; }\n .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled{\n background:none;\n color:rgba(255, 115, 115, 0.5); }\n .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{\n background:rgba(219, 55, 55, 0.3); }\n .bp3-button.bp3-outlined:disabled, .bp3-button.bp3-outlined.bp3-disabled, .bp3-button.bp3-outlined:disabled:hover, .bp3-button.bp3-outlined.bp3-disabled:hover{\n border-color:rgba(92, 112, 128, 0.1); }\n .bp3-dark .bp3-button.bp3-outlined{\n border-color:rgba(255, 255, 255, 0.4); }\n .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{\n border-color:rgba(255, 255, 255, 0.2); }\n .bp3-button.bp3-outlined.bp3-intent-primary{\n border-color:rgba(16, 107, 163, 0.6); }\n .bp3-button.bp3-outlined.bp3-intent-primary:disabled, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled{\n border-color:rgba(16, 107, 163, 0.2); }\n .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary{\n border-color:rgba(72, 175, 240, 0.6); }\n .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled{\n border-color:rgba(72, 175, 240, 0.2); }\n .bp3-button.bp3-outlined.bp3-intent-success{\n border-color:rgba(13, 128, 80, 0.6); }\n .bp3-button.bp3-outlined.bp3-intent-success:disabled, .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled{\n border-color:rgba(13, 128, 80, 0.2); }\n .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success{\n border-color:rgba(61, 204, 145, 0.6); }\n .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled{\n border-color:rgba(61, 204, 145, 0.2); }\n .bp3-button.bp3-outlined.bp3-intent-warning{\n border-color:rgba(191, 115, 38, 0.6); }\n .bp3-button.bp3-outlined.bp3-intent-warning:disabled, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled{\n border-color:rgba(191, 115, 38, 0.2); }\n .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning{\n border-color:rgba(255, 179, 102, 0.6); }\n .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled{\n border-color:rgba(255, 179, 102, 0.2); }\n .bp3-button.bp3-outlined.bp3-intent-danger{\n border-color:rgba(194, 48, 48, 0.6); }\n .bp3-button.bp3-outlined.bp3-intent-danger:disabled, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled{\n border-color:rgba(194, 48, 48, 0.2); }\n .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger{\n border-color:rgba(255, 115, 115, 0.6); }\n .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled{\n border-color:rgba(255, 115, 115, 0.2); }\na.bp3-button{\n text-align:center;\n text-decoration:none;\n -webkit-transition:none;\n transition:none; }\n a.bp3-button, a.bp3-button:hover, a.bp3-button:active{\n color:#182026; }\n a.bp3-button.bp3-disabled{\n color:rgba(92, 112, 128, 0.6); }\n.bp3-button-text{\n -webkit-box-flex:0;\n -ms-flex:0 1 auto;\n flex:0 1 auto; }\n.bp3-button.bp3-align-left .bp3-button-text, .bp3-button.bp3-align-right .bp3-button-text,\n.bp3-button-group.bp3-align-left .bp3-button-text,\n.bp3-button-group.bp3-align-right .bp3-button-text{\n -webkit-box-flex:1;\n -ms-flex:1 1 auto;\n flex:1 1 auto; }\n.bp3-button-group{\n display:-webkit-inline-box;\n display:-ms-inline-flexbox;\n display:inline-flex; }\n .bp3-button-group .bp3-button{\n -webkit-box-flex:0;\n -ms-flex:0 0 auto;\n flex:0 0 auto;\n position:relative;\n z-index:4; }\n .bp3-button-group .bp3-button:focus{\n z-index:5; }\n .bp3-button-group .bp3-button:hover{\n z-index:6; }\n .bp3-button-group .bp3-button:active, .bp3-button-group .bp3-button.bp3-active{\n z-index:7; }\n .bp3-button-group .bp3-button:disabled, .bp3-button-group .bp3-button.bp3-disabled{\n z-index:3; }\n .bp3-button-group .bp3-button[class*=\"bp3-intent-\"]{\n z-index:9; }\n .bp3-button-group .bp3-button[class*=\"bp3-intent-\"]:focus{\n z-index:10; }\n .bp3-button-group .bp3-button[class*=\"bp3-intent-\"]:hover{\n z-index:11; }\n .bp3-button-group .bp3-button[class*=\"bp3-intent-\"]:active, .bp3-button-group .bp3-button[class*=\"bp3-intent-\"].bp3-active{\n z-index:12; }\n .bp3-button-group .bp3-button[class*=\"bp3-intent-\"]:disabled, .bp3-button-group .bp3-button[class*=\"bp3-intent-\"].bp3-disabled{\n z-index:8; }\n .bp3-button-group:not(.bp3-minimal) > .bp3-popover-wrapper:not(:first-child) .bp3-button,\n .bp3-button-group:not(.bp3-minimal) > .bp3-button:not(:first-child){\n border-bottom-left-radius:0;\n border-top-left-radius:0; }\n .bp3-button-group:not(.bp3-minimal) > .bp3-popover-wrapper:not(:last-child) .bp3-button,\n .bp3-button-group:not(.bp3-minimal) > .bp3-button:not(:last-child){\n border-bottom-right-radius:0;\n border-top-right-radius:0;\n margin-right:-1px; }\n .bp3-button-group.bp3-minimal .bp3-button{\n background:none;\n -webkit-box-shadow:none;\n box-shadow:none; }\n .bp3-button-group.bp3-minimal .bp3-button:hover{\n background:rgba(167, 182, 194, 0.3);\n -webkit-box-shadow:none;\n box-shadow:none;\n color:#182026;\n text-decoration:none; }\n .bp3-button-group.bp3-minimal .bp3-button:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-active{\n background:rgba(115, 134, 148, 0.3);\n -webkit-box-shadow:none;\n box-shadow:none;\n color:#182026; }\n .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{\n background:none;\n color:rgba(92, 112, 128, 0.6);\n cursor:not-allowed; }\n .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{\n background:rgba(115, 134, 148, 0.3); }\n .bp3-dark .bp3-button-group.bp3-minimal .bp3-button{\n background:none;\n -webkit-box-shadow:none;\n box-shadow:none;\n color:inherit; }\n .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{\n background:none;\n -webkit-box-shadow:none;\n box-shadow:none; }\n .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:hover{\n background:rgba(138, 155, 168, 0.15); }\n .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-active{\n background:rgba(138, 155, 168, 0.3);\n color:#f5f8fa; }\n .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{\n background:none;\n color:rgba(167, 182, 194, 0.6);\n cursor:not-allowed; }\n .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{\n background:rgba(138, 155, 168, 0.3); }\n .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary{\n color:#106ba3; }\n .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{\n background:none;\n -webkit-box-shadow:none;\n box-shadow:none;\n color:#106ba3; }\n .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:hover{\n background:rgba(19, 124, 189, 0.15);\n color:#106ba3; }\n .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-active{\n background:rgba(19, 124, 189, 0.3);\n color:#106ba3; }\n .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-disabled{\n background:none;\n color:rgba(16, 107, 163, 0.5); }\n .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{\n background:rgba(19, 124, 189, 0.3); }\n .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary .bp3-button-spinner .bp3-spinner-head{\n stroke:#106ba3; }\n .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary{\n color:#48aff0; }\n .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:hover{\n background:rgba(19, 124, 189, 0.2);\n color:#48aff0; }\n .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{\n background:rgba(19, 124, 189, 0.3);\n color:#48aff0; }\n .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{\n background:none;\n color:rgba(72, 175, 240, 0.5); }\n .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{\n background:rgba(19, 124, 189, 0.3); }\n .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success{\n color:#0d8050; }\n .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{\n background:none;\n -webkit-box-shadow:none;\n box-shadow:none;\n color:#0d8050; }\n .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:hover{\n background:rgba(15, 153, 96, 0.15);\n color:#0d8050; }\n .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-active{\n background:rgba(15, 153, 96, 0.3);\n color:#0d8050; }\n .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-disabled{\n background:none;\n color:rgba(13, 128, 80, 0.5); }\n .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{\n background:rgba(15, 153, 96, 0.3); }\n .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success .bp3-button-spinner .bp3-spinner-head{\n stroke:#0d8050; }\n .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success{\n color:#3dcc91; }\n .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:hover{\n background:rgba(15, 153, 96, 0.2);\n color:#3dcc91; }\n .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{\n background:rgba(15, 153, 96, 0.3);\n color:#3dcc91; }\n .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{\n background:none;\n color:rgba(61, 204, 145, 0.5); }\n .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{\n background:rgba(15, 153, 96, 0.3); }\n .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning{\n color:#bf7326; }\n .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{\n background:none;\n -webkit-box-shadow:none;\n box-shadow:none;\n color:#bf7326; }\n .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:hover{\n background:rgba(217, 130, 43, 0.15);\n color:#bf7326; }\n .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-active{\n background:rgba(217, 130, 43, 0.3);\n color:#bf7326; }\n .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-disabled{\n background:none;\n color:rgba(191, 115, 38, 0.5); }\n .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{\n background:rgba(217, 130, 43, 0.3); }\n .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning .bp3-button-spinner .bp3-spinner-head{\n stroke:#bf7326; }\n .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning{\n color:#ffb366; }\n .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:hover{\n background:rgba(217, 130, 43, 0.2);\n color:#ffb366; }\n .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{\n background:rgba(217, 130, 43, 0.3);\n color:#ffb366; }\n .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{\n background:none;\n color:rgba(255, 179, 102, 0.5); }\n .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{\n background:rgba(217, 130, 43, 0.3); }\n .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger{\n color:#c23030; }\n .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{\n background:none;\n -webkit-box-shadow:none;\n box-shadow:none;\n color:#c23030; }\n .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:hover{\n background:rgba(219, 55, 55, 0.15);\n color:#c23030; }\n .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-active{\n background:rgba(219, 55, 55, 0.3);\n color:#c23030; }\n .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-disabled{\n background:none;\n color:rgba(194, 48, 48, 0.5); }\n .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{\n background:rgba(219, 55, 55, 0.3); }\n .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger .bp3-button-spinner .bp3-spinner-head{\n stroke:#c23030; }\n .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger{\n color:#ff7373; }\n .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:hover{\n background:rgba(219, 55, 55, 0.2);\n color:#ff7373; }\n .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{\n background:rgba(219, 55, 55, 0.3);\n color:#ff7373; }\n .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{\n background:none;\n color:rgba(255, 115, 115, 0.5); }\n .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{\n background:rgba(219, 55, 55, 0.3); }\n .bp3-button-group .bp3-popover-wrapper,\n .bp3-button-group .bp3-popover-target{\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex;\n -webkit-box-flex:1;\n -ms-flex:1 1 auto;\n flex:1 1 auto; }\n .bp3-button-group.bp3-fill{\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex;\n width:100%; }\n .bp3-button-group .bp3-button.bp3-fill,\n .bp3-button-group.bp3-fill .bp3-button:not(.bp3-fixed){\n -webkit-box-flex:1;\n -ms-flex:1 1 auto;\n flex:1 1 auto; }\n .bp3-button-group.bp3-vertical{\n -webkit-box-align:stretch;\n -ms-flex-align:stretch;\n align-items:stretch;\n -webkit-box-orient:vertical;\n -webkit-box-direction:normal;\n -ms-flex-direction:column;\n flex-direction:column;\n vertical-align:top; }\n .bp3-button-group.bp3-vertical.bp3-fill{\n height:100%;\n width:unset; }\n .bp3-button-group.bp3-vertical .bp3-button{\n margin-right:0 !important;\n width:100%; }\n .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-popover-wrapper:first-child .bp3-button,\n .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-button:first-child{\n border-radius:3px 3px 0 0; }\n .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-popover-wrapper:last-child .bp3-button,\n .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-button:last-child{\n border-radius:0 0 3px 3px; }\n .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-popover-wrapper:not(:last-child) .bp3-button,\n .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-button:not(:last-child){\n margin-bottom:-1px; }\n .bp3-button-group.bp3-align-left .bp3-button{\n text-align:left; }\n .bp3-dark .bp3-button-group:not(.bp3-minimal) > .bp3-popover-wrapper:not(:last-child) .bp3-button,\n .bp3-dark .bp3-button-group:not(.bp3-minimal) > .bp3-button:not(:last-child){\n margin-right:1px; }\n .bp3-dark .bp3-button-group.bp3-vertical > .bp3-popover-wrapper:not(:last-child) .bp3-button,\n .bp3-dark .bp3-button-group.bp3-vertical > .bp3-button:not(:last-child){\n margin-bottom:1px; }\n.bp3-callout{\n font-size:14px;\n line-height:1.5;\n background-color:rgba(138, 155, 168, 0.15);\n border-radius:3px;\n padding:10px 12px 9px;\n position:relative;\n width:100%; }\n .bp3-callout[class*=\"bp3-icon-\"]{\n padding-left:40px; }\n .bp3-callout[class*=\"bp3-icon-\"]::before{\n font-family:\"Icons20\", sans-serif;\n font-size:20px;\n font-style:normal;\n font-weight:400;\n line-height:1;\n -moz-osx-font-smoothing:grayscale;\n -webkit-font-smoothing:antialiased;\n color:#5c7080;\n left:10px;\n position:absolute;\n top:10px; }\n .bp3-callout.bp3-callout-icon{\n padding-left:40px; }\n .bp3-callout.bp3-callout-icon > .bp3-icon:first-child{\n color:#5c7080;\n left:10px;\n position:absolute;\n top:10px; }\n .bp3-callout .bp3-heading{\n line-height:20px;\n margin-bottom:5px;\n margin-top:0; }\n .bp3-callout .bp3-heading:last-child{\n margin-bottom:0; }\n .bp3-dark .bp3-callout{\n background-color:rgba(138, 155, 168, 0.2); }\n .bp3-dark .bp3-callout[class*=\"bp3-icon-\"]::before{\n color:#a7b6c2; }\n .bp3-callout.bp3-intent-primary{\n background-color:rgba(19, 124, 189, 0.15); }\n .bp3-callout.bp3-intent-primary[class*=\"bp3-icon-\"]::before,\n .bp3-callout.bp3-intent-primary > .bp3-icon:first-child,\n .bp3-callout.bp3-intent-primary .bp3-heading{\n color:#106ba3; }\n .bp3-dark .bp3-callout.bp3-intent-primary{\n background-color:rgba(19, 124, 189, 0.25); }\n .bp3-dark .bp3-callout.bp3-intent-primary[class*=\"bp3-icon-\"]::before,\n .bp3-dark .bp3-callout.bp3-intent-primary > .bp3-icon:first-child,\n .bp3-dark .bp3-callout.bp3-intent-primary .bp3-heading{\n color:#48aff0; }\n .bp3-callout.bp3-intent-success{\n background-color:rgba(15, 153, 96, 0.15); }\n .bp3-callout.bp3-intent-success[class*=\"bp3-icon-\"]::before,\n .bp3-callout.bp3-intent-success > .bp3-icon:first-child,\n .bp3-callout.bp3-intent-success .bp3-heading{\n color:#0d8050; }\n .bp3-dark .bp3-callout.bp3-intent-success{\n background-color:rgba(15, 153, 96, 0.25); }\n .bp3-dark .bp3-callout.bp3-intent-success[class*=\"bp3-icon-\"]::before,\n .bp3-dark .bp3-callout.bp3-intent-success > .bp3-icon:first-child,\n .bp3-dark .bp3-callout.bp3-intent-success .bp3-heading{\n color:#3dcc91; }\n .bp3-callout.bp3-intent-warning{\n background-color:rgba(217, 130, 43, 0.15); }\n .bp3-callout.bp3-intent-warning[class*=\"bp3-icon-\"]::before,\n .bp3-callout.bp3-intent-warning > .bp3-icon:first-child,\n .bp3-callout.bp3-intent-warning .bp3-heading{\n color:#bf7326; }\n .bp3-dark .bp3-callout.bp3-intent-warning{\n background-color:rgba(217, 130, 43, 0.25); }\n .bp3-dark .bp3-callout.bp3-intent-warning[class*=\"bp3-icon-\"]::before,\n .bp3-dark .bp3-callout.bp3-intent-warning > .bp3-icon:first-child,\n .bp3-dark .bp3-callout.bp3-intent-warning .bp3-heading{\n color:#ffb366; }\n .bp3-callout.bp3-intent-danger{\n background-color:rgba(219, 55, 55, 0.15); }\n .bp3-callout.bp3-intent-danger[class*=\"bp3-icon-\"]::before,\n .bp3-callout.bp3-intent-danger > .bp3-icon:first-child,\n .bp3-callout.bp3-intent-danger .bp3-heading{\n color:#c23030; }\n .bp3-dark .bp3-callout.bp3-intent-danger{\n background-color:rgba(219, 55, 55, 0.25); }\n .bp3-dark .bp3-callout.bp3-intent-danger[class*=\"bp3-icon-\"]::before,\n .bp3-dark .bp3-callout.bp3-intent-danger > .bp3-icon:first-child,\n .bp3-dark .bp3-callout.bp3-intent-danger .bp3-heading{\n color:#ff7373; }\n .bp3-running-text .bp3-callout{\n margin:20px 0; }\n.bp3-card{\n background-color:#ffffff;\n border-radius:3px;\n -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);\n 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);\n padding:20px;\n -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);\n 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);\n transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), box-shadow 200ms cubic-bezier(0.4, 1, 0.75, 0.9);\n 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); }\n .bp3-card.bp3-dark,\n .bp3-dark .bp3-card{\n background-color:#30404d;\n -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);\n 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); }\n.bp3-elevation-0{\n -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);\n 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); }\n .bp3-elevation-0.bp3-dark,\n .bp3-dark .bp3-elevation-0{\n -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);\n 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); }\n.bp3-elevation-1{\n -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);\n 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); }\n .bp3-elevation-1.bp3-dark,\n .bp3-dark .bp3-elevation-1{\n -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);\n 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); }\n.bp3-elevation-2{\n -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);\n 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); }\n .bp3-elevation-2.bp3-dark,\n .bp3-dark .bp3-elevation-2{\n -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);\n 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); }\n.bp3-elevation-3{\n -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);\n 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); }\n .bp3-elevation-3.bp3-dark,\n .bp3-dark .bp3-elevation-3{\n -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);\n 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); }\n.bp3-elevation-4{\n -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);\n 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); }\n .bp3-elevation-4.bp3-dark,\n .bp3-dark .bp3-elevation-4{\n -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);\n 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); }\n.bp3-card.bp3-interactive:hover{\n -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);\n 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);\n cursor:pointer; }\n .bp3-card.bp3-interactive:hover.bp3-dark,\n .bp3-dark .bp3-card.bp3-interactive:hover{\n -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);\n 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); }\n.bp3-card.bp3-interactive:active{\n -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);\n 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);\n opacity:0.9;\n -webkit-transition-duration:0;\n transition-duration:0; }\n .bp3-card.bp3-interactive:active.bp3-dark,\n .bp3-dark .bp3-card.bp3-interactive:active{\n -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);\n 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); }\n.bp3-collapse{\n height:0;\n overflow-y:hidden;\n -webkit-transition:height 200ms cubic-bezier(0.4, 1, 0.75, 0.9);\n transition:height 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }\n .bp3-collapse .bp3-collapse-body{\n -webkit-transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);\n transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);\n transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);\n transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }\n .bp3-collapse .bp3-collapse-body[aria-hidden=\"true\"]{\n display:none; }\n.bp3-context-menu .bp3-popover-target{\n display:block; }\n.bp3-context-menu-popover-target{\n position:fixed; }\n.bp3-divider{\n border-bottom:1px solid rgba(16, 22, 26, 0.15);\n border-right:1px solid rgba(16, 22, 26, 0.15);\n margin:5px; }\n .bp3-dark .bp3-divider{\n border-color:rgba(16, 22, 26, 0.4); }\n.bp3-dialog-container{\n opacity:1;\n -webkit-transform:scale(1);\n transform:scale(1);\n -webkit-box-align:center;\n -ms-flex-align:center;\n align-items:center;\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex;\n -webkit-box-pack:center;\n -ms-flex-pack:center;\n justify-content:center;\n min-height:100%;\n pointer-events:none;\n -webkit-user-select:none;\n -moz-user-select:none;\n -ms-user-select:none;\n user-select:none;\n width:100%; }\n .bp3-dialog-container.bp3-overlay-enter > .bp3-dialog, .bp3-dialog-container.bp3-overlay-appear > .bp3-dialog{\n opacity:0;\n -webkit-transform:scale(0.5);\n transform:scale(0.5); }\n .bp3-dialog-container.bp3-overlay-enter-active > .bp3-dialog, .bp3-dialog-container.bp3-overlay-appear-active > .bp3-dialog{\n opacity:1;\n -webkit-transform:scale(1);\n transform:scale(1);\n -webkit-transition-delay:0;\n transition-delay:0;\n -webkit-transition-duration:300ms;\n transition-duration:300ms;\n -webkit-transition-property:opacity, -webkit-transform;\n transition-property:opacity, -webkit-transform;\n transition-property:opacity, transform;\n transition-property:opacity, transform, -webkit-transform;\n -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);\n transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }\n .bp3-dialog-container.bp3-overlay-exit > .bp3-dialog{\n opacity:1;\n -webkit-transform:scale(1);\n transform:scale(1); }\n .bp3-dialog-container.bp3-overlay-exit-active > .bp3-dialog{\n opacity:0;\n -webkit-transform:scale(0.5);\n transform:scale(0.5);\n -webkit-transition-delay:0;\n transition-delay:0;\n -webkit-transition-duration:300ms;\n transition-duration:300ms;\n -webkit-transition-property:opacity, -webkit-transform;\n transition-property:opacity, -webkit-transform;\n transition-property:opacity, transform;\n transition-property:opacity, transform, -webkit-transform;\n -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);\n transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }\n.bp3-dialog{\n background:#ebf1f5;\n border-radius:6px;\n -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);\n 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);\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex;\n -webkit-box-orient:vertical;\n -webkit-box-direction:normal;\n -ms-flex-direction:column;\n flex-direction:column;\n margin:30px 0;\n padding-bottom:20px;\n pointer-events:all;\n -webkit-user-select:text;\n -moz-user-select:text;\n -ms-user-select:text;\n user-select:text;\n width:500px; }\n .bp3-dialog:focus{\n outline:0; }\n .bp3-dialog.bp3-dark,\n .bp3-dark .bp3-dialog{\n background:#293742;\n -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);\n 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);\n color:#f5f8fa; }\n.bp3-dialog-header{\n -webkit-box-align:center;\n -ms-flex-align:center;\n align-items:center;\n background:#ffffff;\n border-radius:6px 6px 0 0;\n -webkit-box-shadow:0 1px 0 rgba(16, 22, 26, 0.15);\n box-shadow:0 1px 0 rgba(16, 22, 26, 0.15);\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex;\n -webkit-box-flex:0;\n -ms-flex:0 0 auto;\n flex:0 0 auto;\n min-height:40px;\n padding-left:20px;\n padding-right:5px;\n z-index:30; }\n .bp3-dialog-header .bp3-icon-large,\n .bp3-dialog-header .bp3-icon{\n color:#5c7080;\n -webkit-box-flex:0;\n -ms-flex:0 0 auto;\n flex:0 0 auto;\n margin-right:10px; }\n .bp3-dialog-header .bp3-heading{\n overflow:hidden;\n text-overflow:ellipsis;\n white-space:nowrap;\n word-wrap:normal;\n -webkit-box-flex:1;\n -ms-flex:1 1 auto;\n flex:1 1 auto;\n line-height:inherit;\n margin:0; }\n .bp3-dialog-header .bp3-heading:last-child{\n margin-right:20px; }\n .bp3-dark .bp3-dialog-header{\n background:#30404d;\n -webkit-box-shadow:0 1px 0 rgba(16, 22, 26, 0.4);\n box-shadow:0 1px 0 rgba(16, 22, 26, 0.4); }\n .bp3-dark .bp3-dialog-header .bp3-icon-large,\n .bp3-dark .bp3-dialog-header .bp3-icon{\n color:#a7b6c2; }\n.bp3-dialog-body{\n -webkit-box-flex:1;\n -ms-flex:1 1 auto;\n flex:1 1 auto;\n line-height:18px;\n margin:20px; }\n.bp3-dialog-footer{\n -webkit-box-flex:0;\n -ms-flex:0 0 auto;\n flex:0 0 auto;\n margin:0 20px; }\n.bp3-dialog-footer-actions{\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex;\n -webkit-box-pack:end;\n -ms-flex-pack:end;\n justify-content:flex-end; }\n .bp3-dialog-footer-actions .bp3-button{\n margin-left:10px; }\n.bp3-multistep-dialog-panels{\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex; }\n.bp3-multistep-dialog-left-panel{\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex;\n -webkit-box-flex:1;\n -ms-flex:1;\n flex:1;\n -webkit-box-orient:vertical;\n -webkit-box-direction:normal;\n -ms-flex-direction:column;\n flex-direction:column; }\n .bp3-dark .bp3-multistep-dialog-left-panel{\n background:#202b33; }\n.bp3-multistep-dialog-right-panel{\n background-color:#f5f8fa;\n border-left:1px solid rgba(16, 22, 26, 0.15);\n border-radius:0 0 6px 0;\n -webkit-box-flex:3;\n -ms-flex:3;\n flex:3;\n min-width:0; }\n .bp3-dark .bp3-multistep-dialog-right-panel{\n background-color:#293742;\n border-left:1px solid rgba(16, 22, 26, 0.4); }\n.bp3-multistep-dialog-footer{\n background-color:#ffffff;\n border-radius:0 0 6px 0;\n border-top:1px solid rgba(16, 22, 26, 0.15);\n padding:10px; }\n .bp3-dark .bp3-multistep-dialog-footer{\n background:#30404d;\n border-top:1px solid rgba(16, 22, 26, 0.4); }\n.bp3-dialog-step-container{\n background-color:#f5f8fa;\n border-bottom:1px solid rgba(16, 22, 26, 0.15); }\n .bp3-dark .bp3-dialog-step-container{\n background:#293742;\n border-bottom:1px solid rgba(16, 22, 26, 0.4); }\n .bp3-dialog-step-container.bp3-dialog-step-viewed{\n background-color:#ffffff; }\n .bp3-dark .bp3-dialog-step-container.bp3-dialog-step-viewed{\n background:#30404d; }\n.bp3-dialog-step{\n -webkit-box-align:center;\n -ms-flex-align:center;\n align-items:center;\n background-color:#f5f8fa;\n border-radius:6px;\n cursor:not-allowed;\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex;\n margin:4px;\n padding:6px 14px; }\n .bp3-dark .bp3-dialog-step{\n background:#293742; }\n .bp3-dialog-step-viewed .bp3-dialog-step{\n background-color:#ffffff;\n cursor:pointer; }\n .bp3-dark .bp3-dialog-step-viewed .bp3-dialog-step{\n background:#30404d; }\n .bp3-dialog-step:hover{\n background-color:#f5f8fa; }\n .bp3-dark .bp3-dialog-step:hover{\n background:#293742; }\n.bp3-dialog-step-icon{\n -webkit-box-align:center;\n -ms-flex-align:center;\n align-items:center;\n background-color:rgba(92, 112, 128, 0.6);\n border-radius:50%;\n color:#ffffff;\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex;\n height:25px;\n -webkit-box-pack:center;\n -ms-flex-pack:center;\n justify-content:center;\n width:25px; }\n .bp3-dark .bp3-dialog-step-icon{\n background-color:rgba(167, 182, 194, 0.6); }\n .bp3-active.bp3-dialog-step-viewed .bp3-dialog-step-icon{\n background-color:#2b95d6; }\n .bp3-dialog-step-viewed .bp3-dialog-step-icon{\n background-color:#8a9ba8; }\n.bp3-dialog-step-title{\n color:rgba(92, 112, 128, 0.6);\n -webkit-box-flex:1;\n -ms-flex:1;\n flex:1;\n padding-left:10px; }\n .bp3-dark .bp3-dialog-step-title{\n color:rgba(167, 182, 194, 0.6); }\n .bp3-active.bp3-dialog-step-viewed .bp3-dialog-step-title{\n color:#2b95d6; }\n .bp3-dialog-step-viewed:not(.bp3-active) .bp3-dialog-step-title{\n color:#182026; }\n .bp3-dark .bp3-dialog-step-viewed:not(.bp3-active) .bp3-dialog-step-title{\n color:#f5f8fa; }\n.bp3-drawer{\n background:#ffffff;\n -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);\n 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);\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex;\n -webkit-box-orient:vertical;\n -webkit-box-direction:normal;\n -ms-flex-direction:column;\n flex-direction:column;\n margin:0;\n padding:0; }\n .bp3-drawer:focus{\n outline:0; }\n .bp3-drawer.bp3-position-top{\n height:50%;\n left:0;\n right:0;\n top:0; }\n .bp3-drawer.bp3-position-top.bp3-overlay-enter, .bp3-drawer.bp3-position-top.bp3-overlay-appear{\n -webkit-transform:translateY(-100%);\n transform:translateY(-100%); }\n .bp3-drawer.bp3-position-top.bp3-overlay-enter-active, .bp3-drawer.bp3-position-top.bp3-overlay-appear-active{\n -webkit-transform:translateY(0);\n transform:translateY(0);\n -webkit-transition-delay:0;\n transition-delay:0;\n -webkit-transition-duration:200ms;\n transition-duration:200ms;\n -webkit-transition-property:-webkit-transform;\n transition-property:-webkit-transform;\n transition-property:transform;\n transition-property:transform, -webkit-transform;\n -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);\n transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }\n .bp3-drawer.bp3-position-top.bp3-overlay-exit{\n -webkit-transform:translateY(0);\n transform:translateY(0); }\n .bp3-drawer.bp3-position-top.bp3-overlay-exit-active{\n -webkit-transform:translateY(-100%);\n transform:translateY(-100%);\n -webkit-transition-delay:0;\n transition-delay:0;\n -webkit-transition-duration:100ms;\n transition-duration:100ms;\n -webkit-transition-property:-webkit-transform;\n transition-property:-webkit-transform;\n transition-property:transform;\n transition-property:transform, -webkit-transform;\n -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);\n transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }\n .bp3-drawer.bp3-position-bottom{\n bottom:0;\n height:50%;\n left:0;\n right:0; }\n .bp3-drawer.bp3-position-bottom.bp3-overlay-enter, .bp3-drawer.bp3-position-bottom.bp3-overlay-appear{\n -webkit-transform:translateY(100%);\n transform:translateY(100%); }\n .bp3-drawer.bp3-position-bottom.bp3-overlay-enter-active, .bp3-drawer.bp3-position-bottom.bp3-overlay-appear-active{\n -webkit-transform:translateY(0);\n transform:translateY(0);\n -webkit-transition-delay:0;\n transition-delay:0;\n -webkit-transition-duration:200ms;\n transition-duration:200ms;\n -webkit-transition-property:-webkit-transform;\n transition-property:-webkit-transform;\n transition-property:transform;\n transition-property:transform, -webkit-transform;\n -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);\n transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }\n .bp3-drawer.bp3-position-bottom.bp3-overlay-exit{\n -webkit-transform:translateY(0);\n transform:translateY(0); }\n .bp3-drawer.bp3-position-bottom.bp3-overlay-exit-active{\n -webkit-transform:translateY(100%);\n transform:translateY(100%);\n -webkit-transition-delay:0;\n transition-delay:0;\n -webkit-transition-duration:100ms;\n transition-duration:100ms;\n -webkit-transition-property:-webkit-transform;\n transition-property:-webkit-transform;\n transition-property:transform;\n transition-property:transform, -webkit-transform;\n -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);\n transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }\n .bp3-drawer.bp3-position-left{\n bottom:0;\n left:0;\n top:0;\n width:50%; }\n .bp3-drawer.bp3-position-left.bp3-overlay-enter, .bp3-drawer.bp3-position-left.bp3-overlay-appear{\n -webkit-transform:translateX(-100%);\n transform:translateX(-100%); }\n .bp3-drawer.bp3-position-left.bp3-overlay-enter-active, .bp3-drawer.bp3-position-left.bp3-overlay-appear-active{\n -webkit-transform:translateX(0);\n transform:translateX(0);\n -webkit-transition-delay:0;\n transition-delay:0;\n -webkit-transition-duration:200ms;\n transition-duration:200ms;\n -webkit-transition-property:-webkit-transform;\n transition-property:-webkit-transform;\n transition-property:transform;\n transition-property:transform, -webkit-transform;\n -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);\n transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }\n .bp3-drawer.bp3-position-left.bp3-overlay-exit{\n -webkit-transform:translateX(0);\n transform:translateX(0); }\n .bp3-drawer.bp3-position-left.bp3-overlay-exit-active{\n -webkit-transform:translateX(-100%);\n transform:translateX(-100%);\n -webkit-transition-delay:0;\n transition-delay:0;\n -webkit-transition-duration:100ms;\n transition-duration:100ms;\n -webkit-transition-property:-webkit-transform;\n transition-property:-webkit-transform;\n transition-property:transform;\n transition-property:transform, -webkit-transform;\n -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);\n transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }\n .bp3-drawer.bp3-position-right{\n bottom:0;\n right:0;\n top:0;\n width:50%; }\n .bp3-drawer.bp3-position-right.bp3-overlay-enter, .bp3-drawer.bp3-position-right.bp3-overlay-appear{\n -webkit-transform:translateX(100%);\n transform:translateX(100%); }\n .bp3-drawer.bp3-position-right.bp3-overlay-enter-active, .bp3-drawer.bp3-position-right.bp3-overlay-appear-active{\n -webkit-transform:translateX(0);\n transform:translateX(0);\n -webkit-transition-delay:0;\n transition-delay:0;\n -webkit-transition-duration:200ms;\n transition-duration:200ms;\n -webkit-transition-property:-webkit-transform;\n transition-property:-webkit-transform;\n transition-property:transform;\n transition-property:transform, -webkit-transform;\n -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);\n transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }\n .bp3-drawer.bp3-position-right.bp3-overlay-exit{\n -webkit-transform:translateX(0);\n transform:translateX(0); }\n .bp3-drawer.bp3-position-right.bp3-overlay-exit-active{\n -webkit-transform:translateX(100%);\n transform:translateX(100%);\n -webkit-transition-delay:0;\n transition-delay:0;\n -webkit-transition-duration:100ms;\n transition-duration:100ms;\n -webkit-transition-property:-webkit-transform;\n transition-property:-webkit-transform;\n transition-property:transform;\n transition-property:transform, -webkit-transform;\n -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);\n transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }\n .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(\n .bp3-position-right):not(.bp3-vertical){\n bottom:0;\n right:0;\n top:0;\n width:50%; }\n .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(\n .bp3-position-right):not(.bp3-vertical).bp3-overlay-enter, .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(\n .bp3-position-right):not(.bp3-vertical).bp3-overlay-appear{\n -webkit-transform:translateX(100%);\n transform:translateX(100%); }\n .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(\n .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(\n .bp3-position-right):not(.bp3-vertical).bp3-overlay-appear-active{\n -webkit-transform:translateX(0);\n transform:translateX(0);\n -webkit-transition-delay:0;\n transition-delay:0;\n -webkit-transition-duration:200ms;\n transition-duration:200ms;\n -webkit-transition-property:-webkit-transform;\n transition-property:-webkit-transform;\n transition-property:transform;\n transition-property:transform, -webkit-transform;\n -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);\n transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }\n .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(\n .bp3-position-right):not(.bp3-vertical).bp3-overlay-exit{\n -webkit-transform:translateX(0);\n transform:translateX(0); }\n .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(\n .bp3-position-right):not(.bp3-vertical).bp3-overlay-exit-active{\n -webkit-transform:translateX(100%);\n transform:translateX(100%);\n -webkit-transition-delay:0;\n transition-delay:0;\n -webkit-transition-duration:100ms;\n transition-duration:100ms;\n -webkit-transition-property:-webkit-transform;\n transition-property:-webkit-transform;\n transition-property:transform;\n transition-property:transform, -webkit-transform;\n -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);\n transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }\n .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(\n .bp3-position-right).bp3-vertical{\n bottom:0;\n height:50%;\n left:0;\n right:0; }\n .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(\n .bp3-position-right).bp3-vertical.bp3-overlay-enter, .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(\n .bp3-position-right).bp3-vertical.bp3-overlay-appear{\n -webkit-transform:translateY(100%);\n transform:translateY(100%); }\n .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(\n .bp3-position-right).bp3-vertical.bp3-overlay-enter-active, .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(\n .bp3-position-right).bp3-vertical.bp3-overlay-appear-active{\n -webkit-transform:translateY(0);\n transform:translateY(0);\n -webkit-transition-delay:0;\n transition-delay:0;\n -webkit-transition-duration:200ms;\n transition-duration:200ms;\n -webkit-transition-property:-webkit-transform;\n transition-property:-webkit-transform;\n transition-property:transform;\n transition-property:transform, -webkit-transform;\n -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);\n transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }\n .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(\n .bp3-position-right).bp3-vertical.bp3-overlay-exit{\n -webkit-transform:translateY(0);\n transform:translateY(0); }\n .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(\n .bp3-position-right).bp3-vertical.bp3-overlay-exit-active{\n -webkit-transform:translateY(100%);\n transform:translateY(100%);\n -webkit-transition-delay:0;\n transition-delay:0;\n -webkit-transition-duration:100ms;\n transition-duration:100ms;\n -webkit-transition-property:-webkit-transform;\n transition-property:-webkit-transform;\n transition-property:transform;\n transition-property:transform, -webkit-transform;\n -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);\n transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }\n .bp3-drawer.bp3-dark,\n .bp3-dark .bp3-drawer{\n background:#30404d;\n -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);\n 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);\n color:#f5f8fa; }\n.bp3-drawer-header{\n -webkit-box-align:center;\n -ms-flex-align:center;\n align-items:center;\n border-radius:0;\n -webkit-box-shadow:0 1px 0 rgba(16, 22, 26, 0.15);\n box-shadow:0 1px 0 rgba(16, 22, 26, 0.15);\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex;\n -webkit-box-flex:0;\n -ms-flex:0 0 auto;\n flex:0 0 auto;\n min-height:40px;\n padding:5px;\n padding-left:20px;\n position:relative; }\n .bp3-drawer-header .bp3-icon-large,\n .bp3-drawer-header .bp3-icon{\n color:#5c7080;\n -webkit-box-flex:0;\n -ms-flex:0 0 auto;\n flex:0 0 auto;\n margin-right:10px; }\n .bp3-drawer-header .bp3-heading{\n overflow:hidden;\n text-overflow:ellipsis;\n white-space:nowrap;\n word-wrap:normal;\n -webkit-box-flex:1;\n -ms-flex:1 1 auto;\n flex:1 1 auto;\n line-height:inherit;\n margin:0; }\n .bp3-drawer-header .bp3-heading:last-child{\n margin-right:20px; }\n .bp3-dark .bp3-drawer-header{\n -webkit-box-shadow:0 1px 0 rgba(16, 22, 26, 0.4);\n box-shadow:0 1px 0 rgba(16, 22, 26, 0.4); }\n .bp3-dark .bp3-drawer-header .bp3-icon-large,\n .bp3-dark .bp3-drawer-header .bp3-icon{\n color:#a7b6c2; }\n.bp3-drawer-body{\n -webkit-box-flex:1;\n -ms-flex:1 1 auto;\n flex:1 1 auto;\n line-height:18px;\n overflow:auto; }\n.bp3-drawer-footer{\n -webkit-box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.15);\n box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.15);\n -webkit-box-flex:0;\n -ms-flex:0 0 auto;\n flex:0 0 auto;\n padding:10px 20px;\n position:relative; }\n .bp3-dark .bp3-drawer-footer{\n -webkit-box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.4);\n box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.4); }\n.bp3-editable-text{\n cursor:text;\n display:inline-block;\n max-width:100%;\n position:relative;\n vertical-align:top;\n white-space:nowrap; }\n .bp3-editable-text::before{\n bottom:-3px;\n left:-3px;\n position:absolute;\n right:-3px;\n top:-3px;\n border-radius:3px;\n content:\"\";\n -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);\n 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);\n 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);\n 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); }\n .bp3-editable-text:hover::before{\n -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);\n 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); }\n .bp3-editable-text.bp3-editable-text-editing::before{\n background-color:#ffffff;\n -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);\n 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); }\n .bp3-editable-text.bp3-disabled::before{\n -webkit-box-shadow:none;\n box-shadow:none; }\n .bp3-editable-text.bp3-intent-primary .bp3-editable-text-input,\n .bp3-editable-text.bp3-intent-primary .bp3-editable-text-content{\n color:#137cbd; }\n .bp3-editable-text.bp3-intent-primary:hover::before{\n -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);\n 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); }\n .bp3-editable-text.bp3-intent-primary.bp3-editable-text-editing::before{\n -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);\n 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); }\n .bp3-editable-text.bp3-intent-success .bp3-editable-text-input,\n .bp3-editable-text.bp3-intent-success .bp3-editable-text-content{\n color:#0f9960; }\n .bp3-editable-text.bp3-intent-success:hover::before{\n -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);\n 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); }\n .bp3-editable-text.bp3-intent-success.bp3-editable-text-editing::before{\n -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);\n 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); }\n .bp3-editable-text.bp3-intent-warning .bp3-editable-text-input,\n .bp3-editable-text.bp3-intent-warning .bp3-editable-text-content{\n color:#d9822b; }\n .bp3-editable-text.bp3-intent-warning:hover::before{\n -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);\n 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); }\n .bp3-editable-text.bp3-intent-warning.bp3-editable-text-editing::before{\n -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);\n 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); }\n .bp3-editable-text.bp3-intent-danger .bp3-editable-text-input,\n .bp3-editable-text.bp3-intent-danger .bp3-editable-text-content{\n color:#db3737; }\n .bp3-editable-text.bp3-intent-danger:hover::before{\n -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);\n 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); }\n .bp3-editable-text.bp3-intent-danger.bp3-editable-text-editing::before{\n -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);\n 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); }\n .bp3-dark .bp3-editable-text:hover::before{\n -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);\n 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); }\n .bp3-dark .bp3-editable-text.bp3-editable-text-editing::before{\n background-color:rgba(16, 22, 26, 0.3);\n -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);\n 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); }\n .bp3-dark .bp3-editable-text.bp3-disabled::before{\n -webkit-box-shadow:none;\n box-shadow:none; }\n .bp3-dark .bp3-editable-text.bp3-intent-primary .bp3-editable-text-content{\n color:#48aff0; }\n .bp3-dark .bp3-editable-text.bp3-intent-primary:hover::before{\n -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);\n 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); }\n .bp3-dark .bp3-editable-text.bp3-intent-primary.bp3-editable-text-editing::before{\n -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);\n 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); }\n .bp3-dark .bp3-editable-text.bp3-intent-success .bp3-editable-text-content{\n color:#3dcc91; }\n .bp3-dark .bp3-editable-text.bp3-intent-success:hover::before{\n -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);\n 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); }\n .bp3-dark .bp3-editable-text.bp3-intent-success.bp3-editable-text-editing::before{\n -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);\n 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); }\n .bp3-dark .bp3-editable-text.bp3-intent-warning .bp3-editable-text-content{\n color:#ffb366; }\n .bp3-dark .bp3-editable-text.bp3-intent-warning:hover::before{\n -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);\n 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); }\n .bp3-dark .bp3-editable-text.bp3-intent-warning.bp3-editable-text-editing::before{\n -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);\n 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); }\n .bp3-dark .bp3-editable-text.bp3-intent-danger .bp3-editable-text-content{\n color:#ff7373; }\n .bp3-dark .bp3-editable-text.bp3-intent-danger:hover::before{\n -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);\n 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); }\n .bp3-dark .bp3-editable-text.bp3-intent-danger.bp3-editable-text-editing::before{\n -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);\n 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); }\n.bp3-editable-text-input,\n.bp3-editable-text-content{\n color:inherit;\n display:inherit;\n font:inherit;\n letter-spacing:inherit;\n max-width:inherit;\n min-width:inherit;\n position:relative;\n resize:none;\n text-transform:inherit;\n vertical-align:top; }\n.bp3-editable-text-input{\n background:none;\n border:none;\n -webkit-box-shadow:none;\n box-shadow:none;\n padding:0;\n white-space:pre-wrap;\n width:100%; }\n .bp3-editable-text-input::-webkit-input-placeholder{\n color:rgba(92, 112, 128, 0.6);\n opacity:1; }\n .bp3-editable-text-input::-moz-placeholder{\n color:rgba(92, 112, 128, 0.6);\n opacity:1; }\n .bp3-editable-text-input:-ms-input-placeholder{\n color:rgba(92, 112, 128, 0.6);\n opacity:1; }\n .bp3-editable-text-input::-ms-input-placeholder{\n color:rgba(92, 112, 128, 0.6);\n opacity:1; }\n .bp3-editable-text-input::placeholder{\n color:rgba(92, 112, 128, 0.6);\n opacity:1; }\n .bp3-editable-text-input:focus{\n outline:none; }\n .bp3-editable-text-input::-ms-clear{\n display:none; }\n.bp3-editable-text-content{\n overflow:hidden;\n padding-right:2px;\n text-overflow:ellipsis;\n white-space:pre; }\n .bp3-editable-text-editing > .bp3-editable-text-content{\n left:0;\n position:absolute;\n visibility:hidden; }\n .bp3-editable-text-placeholder > .bp3-editable-text-content{\n color:rgba(92, 112, 128, 0.6); }\n .bp3-dark .bp3-editable-text-placeholder > .bp3-editable-text-content{\n color:rgba(167, 182, 194, 0.6); }\n.bp3-editable-text.bp3-multiline{\n display:block; }\n .bp3-editable-text.bp3-multiline .bp3-editable-text-content{\n overflow:auto;\n white-space:pre-wrap;\n word-wrap:break-word; }\n.bp3-divider{\n border-bottom:1px solid rgba(16, 22, 26, 0.15);\n border-right:1px solid rgba(16, 22, 26, 0.15);\n margin:5px; }\n .bp3-dark .bp3-divider{\n border-color:rgba(16, 22, 26, 0.4); }\n.bp3-control-group{\n -webkit-transform:translateZ(0);\n transform:translateZ(0);\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex;\n -webkit-box-orient:horizontal;\n -webkit-box-direction:normal;\n -ms-flex-direction:row;\n flex-direction:row;\n -webkit-box-align:stretch;\n -ms-flex-align:stretch;\n align-items:stretch; }\n .bp3-control-group > *{\n -webkit-box-flex:0;\n -ms-flex-positive:0;\n flex-grow:0;\n -ms-flex-negative:0;\n flex-shrink:0; }\n .bp3-control-group > .bp3-fill{\n -webkit-box-flex:1;\n -ms-flex-positive:1;\n flex-grow:1;\n -ms-flex-negative:1;\n flex-shrink:1; }\n .bp3-control-group .bp3-button,\n .bp3-control-group .bp3-html-select,\n .bp3-control-group .bp3-input,\n .bp3-control-group .bp3-select{\n position:relative; }\n .bp3-control-group .bp3-input{\n border-radius:inherit;\n z-index:2; }\n .bp3-control-group .bp3-input:focus{\n border-radius:3px;\n z-index:14; }\n .bp3-control-group .bp3-input[class*=\"bp3-intent\"]{\n z-index:13; }\n .bp3-control-group .bp3-input[class*=\"bp3-intent\"]:focus{\n z-index:15; }\n .bp3-control-group .bp3-input[readonly], .bp3-control-group .bp3-input:disabled, .bp3-control-group .bp3-input.bp3-disabled{\n z-index:1; }\n .bp3-control-group .bp3-input-group[class*=\"bp3-intent\"] .bp3-input{\n z-index:13; }\n .bp3-control-group .bp3-input-group[class*=\"bp3-intent\"] .bp3-input:focus{\n z-index:15; }\n .bp3-control-group .bp3-button,\n .bp3-control-group .bp3-html-select select,\n .bp3-control-group .bp3-select select{\n -webkit-transform:translateZ(0);\n transform:translateZ(0);\n border-radius:inherit;\n z-index:4; }\n .bp3-control-group .bp3-button:focus,\n .bp3-control-group .bp3-html-select select:focus,\n .bp3-control-group .bp3-select select:focus{\n z-index:5; }\n .bp3-control-group .bp3-button:hover,\n .bp3-control-group .bp3-html-select select:hover,\n .bp3-control-group .bp3-select select:hover{\n z-index:6; }\n .bp3-control-group .bp3-button:active,\n .bp3-control-group .bp3-html-select select:active,\n .bp3-control-group .bp3-select select:active{\n z-index:7; }\n .bp3-control-group .bp3-button[readonly], .bp3-control-group .bp3-button:disabled, .bp3-control-group .bp3-button.bp3-disabled,\n .bp3-control-group .bp3-html-select select[readonly],\n .bp3-control-group .bp3-html-select select:disabled,\n .bp3-control-group .bp3-html-select select.bp3-disabled,\n .bp3-control-group .bp3-select select[readonly],\n .bp3-control-group .bp3-select select:disabled,\n .bp3-control-group .bp3-select select.bp3-disabled{\n z-index:3; }\n .bp3-control-group .bp3-button[class*=\"bp3-intent\"],\n .bp3-control-group .bp3-html-select select[class*=\"bp3-intent\"],\n .bp3-control-group .bp3-select select[class*=\"bp3-intent\"]{\n z-index:9; }\n .bp3-control-group .bp3-button[class*=\"bp3-intent\"]:focus,\n .bp3-control-group .bp3-html-select select[class*=\"bp3-intent\"]:focus,\n .bp3-control-group .bp3-select select[class*=\"bp3-intent\"]:focus{\n z-index:10; }\n .bp3-control-group .bp3-button[class*=\"bp3-intent\"]:hover,\n .bp3-control-group .bp3-html-select select[class*=\"bp3-intent\"]:hover,\n .bp3-control-group .bp3-select select[class*=\"bp3-intent\"]:hover{\n z-index:11; }\n .bp3-control-group .bp3-button[class*=\"bp3-intent\"]:active,\n .bp3-control-group .bp3-html-select select[class*=\"bp3-intent\"]:active,\n .bp3-control-group .bp3-select select[class*=\"bp3-intent\"]:active{\n z-index:12; }\n .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,\n .bp3-control-group .bp3-html-select select[class*=\"bp3-intent\"][readonly],\n .bp3-control-group .bp3-html-select select[class*=\"bp3-intent\"]:disabled,\n .bp3-control-group .bp3-html-select select[class*=\"bp3-intent\"].bp3-disabled,\n .bp3-control-group .bp3-select select[class*=\"bp3-intent\"][readonly],\n .bp3-control-group .bp3-select select[class*=\"bp3-intent\"]:disabled,\n .bp3-control-group .bp3-select select[class*=\"bp3-intent\"].bp3-disabled{\n z-index:8; }\n .bp3-control-group .bp3-input-group > .bp3-icon,\n .bp3-control-group .bp3-input-group > .bp3-button,\n .bp3-control-group .bp3-input-group > .bp3-input-left-container,\n .bp3-control-group .bp3-input-group > .bp3-input-action{\n z-index:16; }\n .bp3-control-group .bp3-select::after,\n .bp3-control-group .bp3-html-select::after,\n .bp3-control-group .bp3-select > .bp3-icon,\n .bp3-control-group .bp3-html-select > .bp3-icon{\n z-index:17; }\n .bp3-control-group .bp3-select:focus-within{\n z-index:5; }\n .bp3-control-group:not(.bp3-vertical) > *:not(.bp3-divider){\n margin-right:-1px; }\n .bp3-control-group:not(.bp3-vertical) > .bp3-divider:not(:first-child){\n margin-left:6px; }\n .bp3-dark .bp3-control-group:not(.bp3-vertical) > *:not(.bp3-divider){\n margin-right:0; }\n .bp3-dark .bp3-control-group:not(.bp3-vertical) > .bp3-button + .bp3-button{\n margin-left:1px; }\n .bp3-control-group .bp3-popover-wrapper,\n .bp3-control-group .bp3-popover-target{\n border-radius:inherit; }\n .bp3-control-group > :first-child{\n border-radius:3px 0 0 3px; }\n .bp3-control-group > :last-child{\n border-radius:0 3px 3px 0;\n margin-right:0; }\n .bp3-control-group > :only-child{\n border-radius:3px;\n margin-right:0; }\n .bp3-control-group .bp3-input-group .bp3-button{\n border-radius:3px; }\n .bp3-control-group .bp3-numeric-input:not(:first-child) .bp3-input-group{\n border-bottom-left-radius:0;\n border-top-left-radius:0; }\n .bp3-control-group.bp3-fill{\n width:100%; }\n .bp3-control-group > .bp3-fill{\n -webkit-box-flex:1;\n -ms-flex:1 1 auto;\n flex:1 1 auto; }\n .bp3-control-group.bp3-fill > *:not(.bp3-fixed){\n -webkit-box-flex:1;\n -ms-flex:1 1 auto;\n flex:1 1 auto; }\n .bp3-control-group.bp3-vertical{\n -webkit-box-orient:vertical;\n -webkit-box-direction:normal;\n -ms-flex-direction:column;\n flex-direction:column; }\n .bp3-control-group.bp3-vertical > *{\n margin-top:-1px; }\n .bp3-control-group.bp3-vertical > :first-child{\n border-radius:3px 3px 0 0;\n margin-top:0; }\n .bp3-control-group.bp3-vertical > :last-child{\n border-radius:0 0 3px 3px; }\n.bp3-control{\n cursor:pointer;\n display:block;\n margin-bottom:10px;\n position:relative;\n text-transform:none; }\n .bp3-control input:checked ~ .bp3-control-indicator{\n background-color:#137cbd;\n background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));\n background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);\n color:#ffffff; }\n .bp3-control:hover input:checked ~ .bp3-control-indicator{\n background-color:#106ba3;\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }\n .bp3-control input:not(:disabled):active:checked ~ .bp3-control-indicator{\n background:#0e5a8a;\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }\n .bp3-control input:disabled:checked ~ .bp3-control-indicator{\n background:rgba(19, 124, 189, 0.5);\n -webkit-box-shadow:none;\n box-shadow:none; }\n .bp3-dark .bp3-control input:checked ~ .bp3-control-indicator{\n -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);\n box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }\n .bp3-dark .bp3-control:hover input:checked ~ .bp3-control-indicator{\n background-color:#106ba3;\n -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);\n box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }\n .bp3-dark .bp3-control input:not(:disabled):active:checked ~ .bp3-control-indicator{\n background-color:#0e5a8a;\n -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);\n box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }\n .bp3-dark .bp3-control input:disabled:checked ~ .bp3-control-indicator{\n background:rgba(14, 90, 138, 0.5);\n -webkit-box-shadow:none;\n box-shadow:none; }\n .bp3-control:not(.bp3-align-right){\n padding-left:26px; }\n .bp3-control:not(.bp3-align-right) .bp3-control-indicator{\n margin-left:-26px; }\n .bp3-control.bp3-align-right{\n padding-right:26px; }\n .bp3-control.bp3-align-right .bp3-control-indicator{\n margin-right:-26px; }\n .bp3-control.bp3-disabled{\n color:rgba(92, 112, 128, 0.6);\n cursor:not-allowed; }\n .bp3-control.bp3-inline{\n display:inline-block;\n margin-right:20px; }\n .bp3-control input{\n left:0;\n opacity:0;\n position:absolute;\n top:0;\n z-index:-1; }\n .bp3-control .bp3-control-indicator{\n background-clip:padding-box;\n background-color:#f5f8fa;\n background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));\n background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));\n border:none;\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);\n cursor:pointer;\n display:inline-block;\n font-size:16px;\n height:1em;\n margin-right:10px;\n margin-top:-3px;\n position:relative;\n -webkit-user-select:none;\n -moz-user-select:none;\n -ms-user-select:none;\n user-select:none;\n vertical-align:middle;\n width:1em; }\n .bp3-control .bp3-control-indicator::before{\n content:\"\";\n display:block;\n height:1em;\n width:1em; }\n .bp3-control:hover .bp3-control-indicator{\n background-color:#ebf1f5; }\n .bp3-control input:not(:disabled):active ~ .bp3-control-indicator{\n background:#d8e1e8;\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }\n .bp3-control input:disabled ~ .bp3-control-indicator{\n background:rgba(206, 217, 224, 0.5);\n -webkit-box-shadow:none;\n box-shadow:none;\n cursor:not-allowed; }\n .bp3-control input:focus ~ .bp3-control-indicator{\n outline:rgba(19, 124, 189, 0.6) auto 2px;\n outline-offset:2px;\n -moz-outline-radius:6px; }\n .bp3-control.bp3-align-right .bp3-control-indicator{\n float:right;\n margin-left:10px;\n margin-top:1px; }\n .bp3-control.bp3-large{\n font-size:16px; }\n .bp3-control.bp3-large:not(.bp3-align-right){\n padding-left:30px; }\n .bp3-control.bp3-large:not(.bp3-align-right) .bp3-control-indicator{\n margin-left:-30px; }\n .bp3-control.bp3-large.bp3-align-right{\n padding-right:30px; }\n .bp3-control.bp3-large.bp3-align-right .bp3-control-indicator{\n margin-right:-30px; }\n .bp3-control.bp3-large .bp3-control-indicator{\n font-size:20px; }\n .bp3-control.bp3-large.bp3-align-right .bp3-control-indicator{\n margin-top:0; }\n .bp3-control.bp3-checkbox input:indeterminate ~ .bp3-control-indicator{\n background-color:#137cbd;\n background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));\n background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);\n color:#ffffff; }\n .bp3-control.bp3-checkbox:hover input:indeterminate ~ .bp3-control-indicator{\n background-color:#106ba3;\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }\n .bp3-control.bp3-checkbox input:not(:disabled):active:indeterminate ~ .bp3-control-indicator{\n background:#0e5a8a;\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }\n .bp3-control.bp3-checkbox input:disabled:indeterminate ~ .bp3-control-indicator{\n background:rgba(19, 124, 189, 0.5);\n -webkit-box-shadow:none;\n box-shadow:none; }\n .bp3-dark .bp3-control.bp3-checkbox input:indeterminate ~ .bp3-control-indicator{\n -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);\n box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }\n .bp3-dark .bp3-control.bp3-checkbox:hover input:indeterminate ~ .bp3-control-indicator{\n background-color:#106ba3;\n -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);\n box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }\n .bp3-dark .bp3-control.bp3-checkbox input:not(:disabled):active:indeterminate ~ .bp3-control-indicator{\n background-color:#0e5a8a;\n -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);\n box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }\n .bp3-dark .bp3-control.bp3-checkbox input:disabled:indeterminate ~ .bp3-control-indicator{\n background:rgba(14, 90, 138, 0.5);\n -webkit-box-shadow:none;\n box-shadow:none; }\n .bp3-control.bp3-checkbox .bp3-control-indicator{\n border-radius:3px; }\n .bp3-control.bp3-checkbox input:checked ~ .bp3-control-indicator::before{\n 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\"); }\n .bp3-control.bp3-checkbox input:indeterminate ~ .bp3-control-indicator::before{\n 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\"); }\n .bp3-control.bp3-radio .bp3-control-indicator{\n border-radius:50%; }\n .bp3-control.bp3-radio input:checked ~ .bp3-control-indicator::before{\n background-image:radial-gradient(#ffffff, #ffffff 28%, transparent 32%); }\n .bp3-control.bp3-radio input:checked:disabled ~ .bp3-control-indicator::before{\n opacity:0.5; }\n .bp3-control.bp3-radio input:focus ~ .bp3-control-indicator{\n -moz-outline-radius:16px; }\n .bp3-control.bp3-switch input ~ .bp3-control-indicator{\n background:rgba(167, 182, 194, 0.5); }\n .bp3-control.bp3-switch:hover input ~ .bp3-control-indicator{\n background:rgba(115, 134, 148, 0.5); }\n .bp3-control.bp3-switch input:not(:disabled):active ~ .bp3-control-indicator{\n background:rgba(92, 112, 128, 0.5); }\n .bp3-control.bp3-switch input:disabled ~ .bp3-control-indicator{\n background:rgba(206, 217, 224, 0.5); }\n .bp3-control.bp3-switch input:disabled ~ .bp3-control-indicator::before{\n background:rgba(255, 255, 255, 0.8); }\n .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator{\n background:#137cbd; }\n .bp3-control.bp3-switch:hover input:checked ~ .bp3-control-indicator{\n background:#106ba3; }\n .bp3-control.bp3-switch input:checked:not(:disabled):active ~ .bp3-control-indicator{\n background:#0e5a8a; }\n .bp3-control.bp3-switch input:checked:disabled ~ .bp3-control-indicator{\n background:rgba(19, 124, 189, 0.5); }\n .bp3-control.bp3-switch input:checked:disabled ~ .bp3-control-indicator::before{\n background:rgba(255, 255, 255, 0.8); }\n .bp3-control.bp3-switch:not(.bp3-align-right){\n padding-left:38px; }\n .bp3-control.bp3-switch:not(.bp3-align-right) .bp3-control-indicator{\n margin-left:-38px; }\n .bp3-control.bp3-switch.bp3-align-right{\n padding-right:38px; }\n .bp3-control.bp3-switch.bp3-align-right .bp3-control-indicator{\n margin-right:-38px; }\n .bp3-control.bp3-switch .bp3-control-indicator{\n border:none;\n border-radius:1.75em;\n -webkit-box-shadow:none !important;\n box-shadow:none !important;\n min-width:1.75em;\n -webkit-transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9);\n transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9);\n width:auto; }\n .bp3-control.bp3-switch .bp3-control-indicator::before{\n background:#ffffff;\n border-radius:50%;\n -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);\n box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);\n height:calc(1em - 4px);\n left:0;\n margin:2px;\n position:absolute;\n -webkit-transition:left 100ms cubic-bezier(0.4, 1, 0.75, 0.9);\n transition:left 100ms cubic-bezier(0.4, 1, 0.75, 0.9);\n width:calc(1em - 4px); }\n .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator::before{\n left:calc(100% - 1em); }\n .bp3-control.bp3-switch.bp3-large:not(.bp3-align-right){\n padding-left:45px; }\n .bp3-control.bp3-switch.bp3-large:not(.bp3-align-right) .bp3-control-indicator{\n margin-left:-45px; }\n .bp3-control.bp3-switch.bp3-large.bp3-align-right{\n padding-right:45px; }\n .bp3-control.bp3-switch.bp3-large.bp3-align-right .bp3-control-indicator{\n margin-right:-45px; }\n .bp3-dark .bp3-control.bp3-switch input ~ .bp3-control-indicator{\n background:rgba(16, 22, 26, 0.5); }\n .bp3-dark .bp3-control.bp3-switch:hover input ~ .bp3-control-indicator{\n background:rgba(16, 22, 26, 0.7); }\n .bp3-dark .bp3-control.bp3-switch input:not(:disabled):active ~ .bp3-control-indicator{\n background:rgba(16, 22, 26, 0.9); }\n .bp3-dark .bp3-control.bp3-switch input:disabled ~ .bp3-control-indicator{\n background:rgba(57, 75, 89, 0.5); }\n .bp3-dark .bp3-control.bp3-switch input:disabled ~ .bp3-control-indicator::before{\n background:rgba(16, 22, 26, 0.4); }\n .bp3-dark .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator{\n background:#137cbd; }\n .bp3-dark .bp3-control.bp3-switch:hover input:checked ~ .bp3-control-indicator{\n background:#106ba3; }\n .bp3-dark .bp3-control.bp3-switch input:checked:not(:disabled):active ~ .bp3-control-indicator{\n background:#0e5a8a; }\n .bp3-dark .bp3-control.bp3-switch input:checked:disabled ~ .bp3-control-indicator{\n background:rgba(14, 90, 138, 0.5); }\n .bp3-dark .bp3-control.bp3-switch input:checked:disabled ~ .bp3-control-indicator::before{\n background:rgba(16, 22, 26, 0.4); }\n .bp3-dark .bp3-control.bp3-switch .bp3-control-indicator::before{\n background:#394b59;\n -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);\n box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }\n .bp3-dark .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator::before{\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4); }\n .bp3-control.bp3-switch .bp3-switch-inner-text{\n font-size:0.7em;\n text-align:center; }\n .bp3-control.bp3-switch .bp3-control-indicator-child:first-child{\n line-height:0;\n margin-left:0.5em;\n margin-right:1.2em;\n visibility:hidden; }\n .bp3-control.bp3-switch .bp3-control-indicator-child:last-child{\n line-height:1em;\n margin-left:1.2em;\n margin-right:0.5em;\n visibility:visible; }\n .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator .bp3-control-indicator-child:first-child{\n line-height:1em;\n visibility:visible; }\n .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator .bp3-control-indicator-child:last-child{\n line-height:0;\n visibility:hidden; }\n .bp3-dark .bp3-control{\n color:#f5f8fa; }\n .bp3-dark .bp3-control.bp3-disabled{\n color:rgba(167, 182, 194, 0.6); }\n .bp3-dark .bp3-control .bp3-control-indicator{\n background-color:#394b59;\n background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));\n background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));\n -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);\n box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }\n .bp3-dark .bp3-control:hover .bp3-control-indicator{\n background-color:#30404d; }\n .bp3-dark .bp3-control input:not(:disabled):active ~ .bp3-control-indicator{\n background:#202b33;\n -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);\n box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }\n .bp3-dark .bp3-control input:disabled ~ .bp3-control-indicator{\n background:rgba(57, 75, 89, 0.5);\n -webkit-box-shadow:none;\n box-shadow:none;\n cursor:not-allowed; }\n .bp3-dark .bp3-control.bp3-checkbox input:disabled:checked ~ .bp3-control-indicator, .bp3-dark .bp3-control.bp3-checkbox input:disabled:indeterminate ~ .bp3-control-indicator{\n color:rgba(167, 182, 194, 0.6); }\n.bp3-file-input{\n cursor:pointer;\n display:inline-block;\n height:30px;\n position:relative; }\n .bp3-file-input input{\n margin:0;\n min-width:200px;\n opacity:0; }\n .bp3-file-input input:disabled + .bp3-file-upload-input,\n .bp3-file-input input.bp3-disabled + .bp3-file-upload-input{\n background:rgba(206, 217, 224, 0.5);\n -webkit-box-shadow:none;\n box-shadow:none;\n color:rgba(92, 112, 128, 0.6);\n cursor:not-allowed;\n resize:none; }\n .bp3-file-input input:disabled + .bp3-file-upload-input::after,\n .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after{\n background-color:rgba(206, 217, 224, 0.5);\n background-image:none;\n -webkit-box-shadow:none;\n box-shadow:none;\n color:rgba(92, 112, 128, 0.6);\n cursor:not-allowed;\n outline:none; }\n .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,\n .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after.bp3-active,\n .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after.bp3-active:hover{\n background:rgba(206, 217, 224, 0.7); }\n .bp3-dark .bp3-file-input input:disabled + .bp3-file-upload-input, .bp3-dark\n .bp3-file-input input.bp3-disabled + .bp3-file-upload-input{\n background:rgba(57, 75, 89, 0.5);\n -webkit-box-shadow:none;\n box-shadow:none;\n color:rgba(167, 182, 194, 0.6); }\n .bp3-dark .bp3-file-input input:disabled + .bp3-file-upload-input::after, .bp3-dark\n .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after{\n background-color:rgba(57, 75, 89, 0.5);\n background-image:none;\n -webkit-box-shadow:none;\n box-shadow:none;\n color:rgba(167, 182, 194, 0.6); }\n .bp3-dark .bp3-file-input input:disabled + .bp3-file-upload-input::after.bp3-active, .bp3-dark\n .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after.bp3-active{\n background:rgba(57, 75, 89, 0.7); }\n .bp3-file-input.bp3-file-input-has-selection .bp3-file-upload-input{\n color:#182026; }\n .bp3-dark .bp3-file-input.bp3-file-input-has-selection .bp3-file-upload-input{\n color:#f5f8fa; }\n .bp3-file-input.bp3-fill{\n width:100%; }\n .bp3-file-input.bp3-large,\n .bp3-large .bp3-file-input{\n height:40px; }\n .bp3-file-input .bp3-file-upload-input-custom-text::after{\n content:attr(bp3-button-text); }\n.bp3-file-upload-input{\n -webkit-appearance:none;\n -moz-appearance:none;\n appearance:none;\n background:#ffffff;\n border:none;\n border-radius:3px;\n -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);\n 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);\n color:#182026;\n font-size:14px;\n font-weight:400;\n height:30px;\n line-height:30px;\n outline:none;\n padding:0 10px;\n -webkit-transition:-webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);\n transition:-webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);\n transition:box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);\n 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);\n vertical-align:middle;\n overflow:hidden;\n text-overflow:ellipsis;\n white-space:nowrap;\n word-wrap:normal;\n color:rgba(92, 112, 128, 0.6);\n left:0;\n padding-right:80px;\n position:absolute;\n right:0;\n top:0;\n -webkit-user-select:none;\n -moz-user-select:none;\n -ms-user-select:none;\n user-select:none; }\n .bp3-file-upload-input::-webkit-input-placeholder{\n color:rgba(92, 112, 128, 0.6);\n opacity:1; }\n .bp3-file-upload-input::-moz-placeholder{\n color:rgba(92, 112, 128, 0.6);\n opacity:1; }\n .bp3-file-upload-input:-ms-input-placeholder{\n color:rgba(92, 112, 128, 0.6);\n opacity:1; }\n .bp3-file-upload-input::-ms-input-placeholder{\n color:rgba(92, 112, 128, 0.6);\n opacity:1; }\n .bp3-file-upload-input::placeholder{\n color:rgba(92, 112, 128, 0.6);\n opacity:1; }\n .bp3-file-upload-input:focus, .bp3-file-upload-input.bp3-active{\n -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);\n 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); }\n .bp3-file-upload-input[type=\"search\"], .bp3-file-upload-input.bp3-round{\n border-radius:30px;\n -webkit-box-sizing:border-box;\n box-sizing:border-box;\n padding-left:10px; }\n .bp3-file-upload-input[readonly]{\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15); }\n .bp3-file-upload-input:disabled, .bp3-file-upload-input.bp3-disabled{\n background:rgba(206, 217, 224, 0.5);\n -webkit-box-shadow:none;\n box-shadow:none;\n color:rgba(92, 112, 128, 0.6);\n cursor:not-allowed;\n resize:none; }\n .bp3-file-upload-input::after{\n background-color:#f5f8fa;\n background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));\n background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);\n color:#182026;\n min-height:24px;\n min-width:24px;\n overflow:hidden;\n text-overflow:ellipsis;\n white-space:nowrap;\n word-wrap:normal;\n border-radius:3px;\n content:\"Browse\";\n line-height:24px;\n margin:3px;\n position:absolute;\n right:0;\n text-align:center;\n top:0;\n width:70px; }\n .bp3-file-upload-input::after:hover{\n background-clip:padding-box;\n background-color:#ebf1f5;\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }\n .bp3-file-upload-input::after:active, .bp3-file-upload-input::after.bp3-active{\n background-color:#d8e1e8;\n background-image:none;\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }\n .bp3-file-upload-input::after:disabled, .bp3-file-upload-input::after.bp3-disabled{\n background-color:rgba(206, 217, 224, 0.5);\n background-image:none;\n -webkit-box-shadow:none;\n box-shadow:none;\n color:rgba(92, 112, 128, 0.6);\n cursor:not-allowed;\n outline:none; }\n .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{\n background:rgba(206, 217, 224, 0.7); }\n .bp3-file-upload-input:hover::after{\n background-clip:padding-box;\n background-color:#ebf1f5;\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }\n .bp3-file-upload-input:active::after{\n background-color:#d8e1e8;\n background-image:none;\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }\n .bp3-large .bp3-file-upload-input{\n font-size:16px;\n height:40px;\n line-height:40px;\n padding-right:95px; }\n .bp3-large .bp3-file-upload-input[type=\"search\"], .bp3-large .bp3-file-upload-input.bp3-round{\n padding:0 15px; }\n .bp3-large .bp3-file-upload-input::after{\n min-height:30px;\n min-width:30px;\n line-height:30px;\n margin:5px;\n width:85px; }\n .bp3-dark .bp3-file-upload-input{\n background:rgba(16, 22, 26, 0.3);\n -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);\n 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);\n color:#f5f8fa;\n color:rgba(167, 182, 194, 0.6); }\n .bp3-dark .bp3-file-upload-input::-webkit-input-placeholder{\n color:rgba(167, 182, 194, 0.6); }\n .bp3-dark .bp3-file-upload-input::-moz-placeholder{\n color:rgba(167, 182, 194, 0.6); }\n .bp3-dark .bp3-file-upload-input:-ms-input-placeholder{\n color:rgba(167, 182, 194, 0.6); }\n .bp3-dark .bp3-file-upload-input::-ms-input-placeholder{\n color:rgba(167, 182, 194, 0.6); }\n .bp3-dark .bp3-file-upload-input::placeholder{\n color:rgba(167, 182, 194, 0.6); }\n .bp3-dark .bp3-file-upload-input:focus{\n -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);\n 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); }\n .bp3-dark .bp3-file-upload-input[readonly]{\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4); }\n .bp3-dark .bp3-file-upload-input:disabled, .bp3-dark .bp3-file-upload-input.bp3-disabled{\n background:rgba(57, 75, 89, 0.5);\n -webkit-box-shadow:none;\n box-shadow:none;\n color:rgba(167, 182, 194, 0.6); }\n .bp3-dark .bp3-file-upload-input::after{\n background-color:#394b59;\n background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));\n background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));\n -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);\n box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);\n color:#f5f8fa; }\n .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{\n color:#f5f8fa; }\n .bp3-dark .bp3-file-upload-input::after:hover{\n background-color:#30404d;\n -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);\n box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }\n .bp3-dark .bp3-file-upload-input::after:active, .bp3-dark .bp3-file-upload-input::after.bp3-active{\n background-color:#202b33;\n background-image:none;\n -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);\n box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }\n .bp3-dark .bp3-file-upload-input::after:disabled, .bp3-dark .bp3-file-upload-input::after.bp3-disabled{\n background-color:rgba(57, 75, 89, 0.5);\n background-image:none;\n -webkit-box-shadow:none;\n box-shadow:none;\n color:rgba(167, 182, 194, 0.6); }\n .bp3-dark .bp3-file-upload-input::after:disabled.bp3-active, .bp3-dark .bp3-file-upload-input::after.bp3-disabled.bp3-active{\n background:rgba(57, 75, 89, 0.7); }\n .bp3-dark .bp3-file-upload-input::after .bp3-button-spinner .bp3-spinner-head{\n background:rgba(16, 22, 26, 0.5);\n stroke:#8a9ba8; }\n .bp3-dark .bp3-file-upload-input:hover::after{\n background-color:#30404d;\n -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);\n box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }\n .bp3-dark .bp3-file-upload-input:active::after{\n background-color:#202b33;\n background-image:none;\n -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);\n box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }\n.bp3-file-upload-input::after{\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }\n.bp3-form-group{\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex;\n -webkit-box-orient:vertical;\n -webkit-box-direction:normal;\n -ms-flex-direction:column;\n flex-direction:column;\n margin:0 0 15px; }\n .bp3-form-group label.bp3-label{\n margin-bottom:5px; }\n .bp3-form-group .bp3-control{\n margin-top:7px; }\n .bp3-form-group .bp3-form-helper-text{\n color:#5c7080;\n font-size:12px;\n margin-top:5px; }\n .bp3-form-group.bp3-intent-primary .bp3-form-helper-text{\n color:#106ba3; }\n .bp3-form-group.bp3-intent-success .bp3-form-helper-text{\n color:#0d8050; }\n .bp3-form-group.bp3-intent-warning .bp3-form-helper-text{\n color:#bf7326; }\n .bp3-form-group.bp3-intent-danger .bp3-form-helper-text{\n color:#c23030; }\n .bp3-form-group.bp3-inline{\n -webkit-box-align:start;\n -ms-flex-align:start;\n align-items:flex-start;\n -webkit-box-orient:horizontal;\n -webkit-box-direction:normal;\n -ms-flex-direction:row;\n flex-direction:row; }\n .bp3-form-group.bp3-inline.bp3-large label.bp3-label{\n line-height:40px;\n margin:0 10px 0 0; }\n .bp3-form-group.bp3-inline label.bp3-label{\n line-height:30px;\n margin:0 10px 0 0; }\n .bp3-form-group.bp3-disabled .bp3-label,\n .bp3-form-group.bp3-disabled .bp3-text-muted,\n .bp3-form-group.bp3-disabled .bp3-form-helper-text{\n color:rgba(92, 112, 128, 0.6) !important; }\n .bp3-dark .bp3-form-group.bp3-intent-primary .bp3-form-helper-text{\n color:#48aff0; }\n .bp3-dark .bp3-form-group.bp3-intent-success .bp3-form-helper-text{\n color:#3dcc91; }\n .bp3-dark .bp3-form-group.bp3-intent-warning .bp3-form-helper-text{\n color:#ffb366; }\n .bp3-dark .bp3-form-group.bp3-intent-danger .bp3-form-helper-text{\n color:#ff7373; }\n .bp3-dark .bp3-form-group .bp3-form-helper-text{\n color:#a7b6c2; }\n .bp3-dark .bp3-form-group.bp3-disabled .bp3-label,\n .bp3-dark .bp3-form-group.bp3-disabled .bp3-text-muted,\n .bp3-dark .bp3-form-group.bp3-disabled .bp3-form-helper-text{\n color:rgba(167, 182, 194, 0.6) !important; }\n.bp3-input-group{\n display:block;\n position:relative; }\n .bp3-input-group .bp3-input{\n position:relative;\n width:100%; }\n .bp3-input-group .bp3-input:not(:first-child){\n padding-left:30px; }\n .bp3-input-group .bp3-input:not(:last-child){\n padding-right:30px; }\n .bp3-input-group .bp3-input-action,\n .bp3-input-group > .bp3-input-left-container,\n .bp3-input-group > .bp3-button,\n .bp3-input-group > .bp3-icon{\n position:absolute;\n top:0; }\n .bp3-input-group .bp3-input-action:first-child,\n .bp3-input-group > .bp3-input-left-container:first-child,\n .bp3-input-group > .bp3-button:first-child,\n .bp3-input-group > .bp3-icon:first-child{\n left:0; }\n .bp3-input-group .bp3-input-action:last-child,\n .bp3-input-group > .bp3-input-left-container:last-child,\n .bp3-input-group > .bp3-button:last-child,\n .bp3-input-group > .bp3-icon:last-child{\n right:0; }\n .bp3-input-group .bp3-button{\n min-height:24px;\n min-width:24px;\n margin:3px;\n padding:0 7px; }\n .bp3-input-group .bp3-button:empty{\n padding:0; }\n .bp3-input-group > .bp3-input-left-container,\n .bp3-input-group > .bp3-icon{\n z-index:1; }\n .bp3-input-group > .bp3-input-left-container > .bp3-icon,\n .bp3-input-group > .bp3-icon{\n color:#5c7080; }\n .bp3-input-group > .bp3-input-left-container > .bp3-icon:empty,\n .bp3-input-group > .bp3-icon:empty{\n font-family:\"Icons16\", sans-serif;\n font-size:16px;\n font-style:normal;\n font-weight:400;\n line-height:1;\n -moz-osx-font-smoothing:grayscale;\n -webkit-font-smoothing:antialiased; }\n .bp3-input-group > .bp3-input-left-container > .bp3-icon,\n .bp3-input-group > .bp3-icon,\n .bp3-input-group .bp3-input-action > .bp3-spinner{\n margin:7px; }\n .bp3-input-group .bp3-tag{\n margin:5px; }\n .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:not(:hover):not(:focus),\n .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus){\n color:#5c7080; }\n .bp3-dark .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:not(:hover):not(:focus), .bp3-dark\n .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus){\n color:#a7b6c2; }\n .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,\n .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon,\n .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon-standard,\n .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon-large{\n color:#5c7080; }\n .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:disabled,\n .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:disabled{\n color:rgba(92, 112, 128, 0.6) !important; }\n .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,\n .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:disabled .bp3-icon,\n .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:disabled .bp3-icon-standard,\n .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:disabled .bp3-icon-large{\n color:rgba(92, 112, 128, 0.6) !important; }\n .bp3-input-group.bp3-disabled{\n cursor:not-allowed; }\n .bp3-input-group.bp3-disabled .bp3-icon{\n color:rgba(92, 112, 128, 0.6); }\n .bp3-input-group.bp3-large .bp3-button{\n min-height:30px;\n min-width:30px;\n margin:5px; }\n .bp3-input-group.bp3-large > .bp3-input-left-container > .bp3-icon,\n .bp3-input-group.bp3-large > .bp3-icon,\n .bp3-input-group.bp3-large .bp3-input-action > .bp3-spinner{\n margin:12px; }\n .bp3-input-group.bp3-large .bp3-input{\n font-size:16px;\n height:40px;\n line-height:40px; }\n .bp3-input-group.bp3-large .bp3-input[type=\"search\"], .bp3-input-group.bp3-large .bp3-input.bp3-round{\n padding:0 15px; }\n .bp3-input-group.bp3-large .bp3-input:not(:first-child){\n padding-left:40px; }\n .bp3-input-group.bp3-large .bp3-input:not(:last-child){\n padding-right:40px; }\n .bp3-input-group.bp3-small .bp3-button{\n min-height:20px;\n min-width:20px;\n margin:2px; }\n .bp3-input-group.bp3-small .bp3-tag{\n min-height:20px;\n min-width:20px;\n margin:2px; }\n .bp3-input-group.bp3-small > .bp3-input-left-container > .bp3-icon,\n .bp3-input-group.bp3-small > .bp3-icon,\n .bp3-input-group.bp3-small .bp3-input-action > .bp3-spinner{\n margin:4px; }\n .bp3-input-group.bp3-small .bp3-input{\n font-size:12px;\n height:24px;\n line-height:24px;\n padding-left:8px;\n padding-right:8px; }\n .bp3-input-group.bp3-small .bp3-input[type=\"search\"], .bp3-input-group.bp3-small .bp3-input.bp3-round{\n padding:0 12px; }\n .bp3-input-group.bp3-small .bp3-input:not(:first-child){\n padding-left:24px; }\n .bp3-input-group.bp3-small .bp3-input:not(:last-child){\n padding-right:24px; }\n .bp3-input-group.bp3-fill{\n -webkit-box-flex:1;\n -ms-flex:1 1 auto;\n flex:1 1 auto;\n width:100%; }\n .bp3-input-group.bp3-round .bp3-button,\n .bp3-input-group.bp3-round .bp3-input,\n .bp3-input-group.bp3-round .bp3-tag{\n border-radius:30px; }\n .bp3-dark .bp3-input-group .bp3-icon{\n color:#a7b6c2; }\n .bp3-dark .bp3-input-group.bp3-disabled .bp3-icon{\n color:rgba(167, 182, 194, 0.6); }\n .bp3-input-group.bp3-intent-primary .bp3-input{\n -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);\n 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); }\n .bp3-input-group.bp3-intent-primary .bp3-input:focus{\n -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);\n 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); }\n .bp3-input-group.bp3-intent-primary .bp3-input[readonly]{\n -webkit-box-shadow:inset 0 0 0 1px #137cbd;\n box-shadow:inset 0 0 0 1px #137cbd; }\n .bp3-input-group.bp3-intent-primary .bp3-input:disabled, .bp3-input-group.bp3-intent-primary .bp3-input.bp3-disabled{\n -webkit-box-shadow:none;\n box-shadow:none; }\n .bp3-input-group.bp3-intent-primary > .bp3-icon{\n color:#106ba3; }\n .bp3-dark .bp3-input-group.bp3-intent-primary > .bp3-icon{\n color:#48aff0; }\n .bp3-input-group.bp3-intent-success .bp3-input{\n -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);\n 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); }\n .bp3-input-group.bp3-intent-success .bp3-input:focus{\n -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);\n 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); }\n .bp3-input-group.bp3-intent-success .bp3-input[readonly]{\n -webkit-box-shadow:inset 0 0 0 1px #0f9960;\n box-shadow:inset 0 0 0 1px #0f9960; }\n .bp3-input-group.bp3-intent-success .bp3-input:disabled, .bp3-input-group.bp3-intent-success .bp3-input.bp3-disabled{\n -webkit-box-shadow:none;\n box-shadow:none; }\n .bp3-input-group.bp3-intent-success > .bp3-icon{\n color:#0d8050; }\n .bp3-dark .bp3-input-group.bp3-intent-success > .bp3-icon{\n color:#3dcc91; }\n .bp3-input-group.bp3-intent-warning .bp3-input{\n -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);\n 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); }\n .bp3-input-group.bp3-intent-warning .bp3-input:focus{\n -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);\n 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); }\n .bp3-input-group.bp3-intent-warning .bp3-input[readonly]{\n -webkit-box-shadow:inset 0 0 0 1px #d9822b;\n box-shadow:inset 0 0 0 1px #d9822b; }\n .bp3-input-group.bp3-intent-warning .bp3-input:disabled, .bp3-input-group.bp3-intent-warning .bp3-input.bp3-disabled{\n -webkit-box-shadow:none;\n box-shadow:none; }\n .bp3-input-group.bp3-intent-warning > .bp3-icon{\n color:#bf7326; }\n .bp3-dark .bp3-input-group.bp3-intent-warning > .bp3-icon{\n color:#ffb366; }\n .bp3-input-group.bp3-intent-danger .bp3-input{\n -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);\n 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); }\n .bp3-input-group.bp3-intent-danger .bp3-input:focus{\n -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);\n 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); }\n .bp3-input-group.bp3-intent-danger .bp3-input[readonly]{\n -webkit-box-shadow:inset 0 0 0 1px #db3737;\n box-shadow:inset 0 0 0 1px #db3737; }\n .bp3-input-group.bp3-intent-danger .bp3-input:disabled, .bp3-input-group.bp3-intent-danger .bp3-input.bp3-disabled{\n -webkit-box-shadow:none;\n box-shadow:none; }\n .bp3-input-group.bp3-intent-danger > .bp3-icon{\n color:#c23030; }\n .bp3-dark .bp3-input-group.bp3-intent-danger > .bp3-icon{\n color:#ff7373; }\n.bp3-input{\n -webkit-appearance:none;\n -moz-appearance:none;\n appearance:none;\n background:#ffffff;\n border:none;\n border-radius:3px;\n -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);\n 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);\n color:#182026;\n font-size:14px;\n font-weight:400;\n height:30px;\n line-height:30px;\n outline:none;\n padding:0 10px;\n -webkit-transition:-webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);\n transition:-webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);\n transition:box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);\n 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);\n vertical-align:middle; }\n .bp3-input::-webkit-input-placeholder{\n color:rgba(92, 112, 128, 0.6);\n opacity:1; }\n .bp3-input::-moz-placeholder{\n color:rgba(92, 112, 128, 0.6);\n opacity:1; }\n .bp3-input:-ms-input-placeholder{\n color:rgba(92, 112, 128, 0.6);\n opacity:1; }\n .bp3-input::-ms-input-placeholder{\n color:rgba(92, 112, 128, 0.6);\n opacity:1; }\n .bp3-input::placeholder{\n color:rgba(92, 112, 128, 0.6);\n opacity:1; }\n .bp3-input:focus, .bp3-input.bp3-active{\n -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);\n 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); }\n .bp3-input[type=\"search\"], .bp3-input.bp3-round{\n border-radius:30px;\n -webkit-box-sizing:border-box;\n box-sizing:border-box;\n padding-left:10px; }\n .bp3-input[readonly]{\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15); }\n .bp3-input:disabled, .bp3-input.bp3-disabled{\n background:rgba(206, 217, 224, 0.5);\n -webkit-box-shadow:none;\n box-shadow:none;\n color:rgba(92, 112, 128, 0.6);\n cursor:not-allowed;\n resize:none; }\n .bp3-input.bp3-large{\n font-size:16px;\n height:40px;\n line-height:40px; }\n .bp3-input.bp3-large[type=\"search\"], .bp3-input.bp3-large.bp3-round{\n padding:0 15px; }\n .bp3-input.bp3-small{\n font-size:12px;\n height:24px;\n line-height:24px;\n padding-left:8px;\n padding-right:8px; }\n .bp3-input.bp3-small[type=\"search\"], .bp3-input.bp3-small.bp3-round{\n padding:0 12px; }\n .bp3-input.bp3-fill{\n -webkit-box-flex:1;\n -ms-flex:1 1 auto;\n flex:1 1 auto;\n width:100%; }\n .bp3-dark .bp3-input{\n background:rgba(16, 22, 26, 0.3);\n -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);\n 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);\n color:#f5f8fa; }\n .bp3-dark .bp3-input::-webkit-input-placeholder{\n color:rgba(167, 182, 194, 0.6); }\n .bp3-dark .bp3-input::-moz-placeholder{\n color:rgba(167, 182, 194, 0.6); }\n .bp3-dark .bp3-input:-ms-input-placeholder{\n color:rgba(167, 182, 194, 0.6); }\n .bp3-dark .bp3-input::-ms-input-placeholder{\n color:rgba(167, 182, 194, 0.6); }\n .bp3-dark .bp3-input::placeholder{\n color:rgba(167, 182, 194, 0.6); }\n .bp3-dark .bp3-input:focus{\n -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);\n 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); }\n .bp3-dark .bp3-input[readonly]{\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4); }\n .bp3-dark .bp3-input:disabled, .bp3-dark .bp3-input.bp3-disabled{\n background:rgba(57, 75, 89, 0.5);\n -webkit-box-shadow:none;\n box-shadow:none;\n color:rgba(167, 182, 194, 0.6); }\n .bp3-input.bp3-intent-primary{\n -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);\n 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); }\n .bp3-input.bp3-intent-primary:focus{\n -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);\n 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); }\n .bp3-input.bp3-intent-primary[readonly]{\n -webkit-box-shadow:inset 0 0 0 1px #137cbd;\n box-shadow:inset 0 0 0 1px #137cbd; }\n .bp3-input.bp3-intent-primary:disabled, .bp3-input.bp3-intent-primary.bp3-disabled{\n -webkit-box-shadow:none;\n box-shadow:none; }\n .bp3-dark .bp3-input.bp3-intent-primary{\n -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);\n 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); }\n .bp3-dark .bp3-input.bp3-intent-primary:focus{\n -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);\n 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); }\n .bp3-dark .bp3-input.bp3-intent-primary[readonly]{\n -webkit-box-shadow:inset 0 0 0 1px #137cbd;\n box-shadow:inset 0 0 0 1px #137cbd; }\n .bp3-dark .bp3-input.bp3-intent-primary:disabled, .bp3-dark .bp3-input.bp3-intent-primary.bp3-disabled{\n -webkit-box-shadow:none;\n box-shadow:none; }\n .bp3-input.bp3-intent-success{\n -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);\n 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); }\n .bp3-input.bp3-intent-success:focus{\n -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);\n 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); }\n .bp3-input.bp3-intent-success[readonly]{\n -webkit-box-shadow:inset 0 0 0 1px #0f9960;\n box-shadow:inset 0 0 0 1px #0f9960; }\n .bp3-input.bp3-intent-success:disabled, .bp3-input.bp3-intent-success.bp3-disabled{\n -webkit-box-shadow:none;\n box-shadow:none; }\n .bp3-dark .bp3-input.bp3-intent-success{\n -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);\n 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); }\n .bp3-dark .bp3-input.bp3-intent-success:focus{\n -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);\n 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); }\n .bp3-dark .bp3-input.bp3-intent-success[readonly]{\n -webkit-box-shadow:inset 0 0 0 1px #0f9960;\n box-shadow:inset 0 0 0 1px #0f9960; }\n .bp3-dark .bp3-input.bp3-intent-success:disabled, .bp3-dark .bp3-input.bp3-intent-success.bp3-disabled{\n -webkit-box-shadow:none;\n box-shadow:none; }\n .bp3-input.bp3-intent-warning{\n -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);\n 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); }\n .bp3-input.bp3-intent-warning:focus{\n -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);\n 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); }\n .bp3-input.bp3-intent-warning[readonly]{\n -webkit-box-shadow:inset 0 0 0 1px #d9822b;\n box-shadow:inset 0 0 0 1px #d9822b; }\n .bp3-input.bp3-intent-warning:disabled, .bp3-input.bp3-intent-warning.bp3-disabled{\n -webkit-box-shadow:none;\n box-shadow:none; }\n .bp3-dark .bp3-input.bp3-intent-warning{\n -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);\n 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); }\n .bp3-dark .bp3-input.bp3-intent-warning:focus{\n -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);\n 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); }\n .bp3-dark .bp3-input.bp3-intent-warning[readonly]{\n -webkit-box-shadow:inset 0 0 0 1px #d9822b;\n box-shadow:inset 0 0 0 1px #d9822b; }\n .bp3-dark .bp3-input.bp3-intent-warning:disabled, .bp3-dark .bp3-input.bp3-intent-warning.bp3-disabled{\n -webkit-box-shadow:none;\n box-shadow:none; }\n .bp3-input.bp3-intent-danger{\n -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);\n 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); }\n .bp3-input.bp3-intent-danger:focus{\n -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);\n 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); }\n .bp3-input.bp3-intent-danger[readonly]{\n -webkit-box-shadow:inset 0 0 0 1px #db3737;\n box-shadow:inset 0 0 0 1px #db3737; }\n .bp3-input.bp3-intent-danger:disabled, .bp3-input.bp3-intent-danger.bp3-disabled{\n -webkit-box-shadow:none;\n box-shadow:none; }\n .bp3-dark .bp3-input.bp3-intent-danger{\n -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);\n 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); }\n .bp3-dark .bp3-input.bp3-intent-danger:focus{\n -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);\n 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); }\n .bp3-dark .bp3-input.bp3-intent-danger[readonly]{\n -webkit-box-shadow:inset 0 0 0 1px #db3737;\n box-shadow:inset 0 0 0 1px #db3737; }\n .bp3-dark .bp3-input.bp3-intent-danger:disabled, .bp3-dark .bp3-input.bp3-intent-danger.bp3-disabled{\n -webkit-box-shadow:none;\n box-shadow:none; }\n .bp3-input::-ms-clear{\n display:none; }\ntextarea.bp3-input{\n max-width:100%;\n padding:10px; }\n textarea.bp3-input, textarea.bp3-input.bp3-large, textarea.bp3-input.bp3-small{\n height:auto;\n line-height:inherit; }\n textarea.bp3-input.bp3-small{\n padding:8px; }\n .bp3-dark textarea.bp3-input{\n background:rgba(16, 22, 26, 0.3);\n -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);\n 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);\n color:#f5f8fa; }\n .bp3-dark textarea.bp3-input::-webkit-input-placeholder{\n color:rgba(167, 182, 194, 0.6); }\n .bp3-dark textarea.bp3-input::-moz-placeholder{\n color:rgba(167, 182, 194, 0.6); }\n .bp3-dark textarea.bp3-input:-ms-input-placeholder{\n color:rgba(167, 182, 194, 0.6); }\n .bp3-dark textarea.bp3-input::-ms-input-placeholder{\n color:rgba(167, 182, 194, 0.6); }\n .bp3-dark textarea.bp3-input::placeholder{\n color:rgba(167, 182, 194, 0.6); }\n .bp3-dark textarea.bp3-input:focus{\n -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);\n 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); }\n .bp3-dark textarea.bp3-input[readonly]{\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4); }\n .bp3-dark textarea.bp3-input:disabled, .bp3-dark textarea.bp3-input.bp3-disabled{\n background:rgba(57, 75, 89, 0.5);\n -webkit-box-shadow:none;\n box-shadow:none;\n color:rgba(167, 182, 194, 0.6); }\nlabel.bp3-label{\n display:block;\n margin-bottom:15px;\n margin-top:0; }\n label.bp3-label .bp3-html-select,\n label.bp3-label .bp3-input,\n label.bp3-label .bp3-select,\n label.bp3-label .bp3-slider,\n label.bp3-label .bp3-popover-wrapper{\n display:block;\n margin-top:5px;\n text-transform:none; }\n label.bp3-label .bp3-button-group{\n margin-top:5px; }\n label.bp3-label .bp3-select select,\n label.bp3-label .bp3-html-select select{\n font-weight:400;\n vertical-align:top;\n width:100%; }\n label.bp3-label.bp3-disabled,\n label.bp3-label.bp3-disabled .bp3-text-muted{\n color:rgba(92, 112, 128, 0.6); }\n label.bp3-label.bp3-inline{\n line-height:30px; }\n label.bp3-label.bp3-inline .bp3-html-select,\n label.bp3-label.bp3-inline .bp3-input,\n label.bp3-label.bp3-inline .bp3-input-group,\n label.bp3-label.bp3-inline .bp3-select,\n label.bp3-label.bp3-inline .bp3-popover-wrapper{\n display:inline-block;\n margin:0 0 0 5px;\n vertical-align:top; }\n label.bp3-label.bp3-inline .bp3-button-group{\n margin:0 0 0 5px; }\n label.bp3-label.bp3-inline .bp3-input-group .bp3-input{\n margin-left:0; }\n label.bp3-label.bp3-inline.bp3-large{\n line-height:40px; }\n label.bp3-label:not(.bp3-inline) .bp3-popover-target{\n display:block; }\n .bp3-dark label.bp3-label{\n color:#f5f8fa; }\n .bp3-dark label.bp3-label.bp3-disabled,\n .bp3-dark label.bp3-label.bp3-disabled .bp3-text-muted{\n color:rgba(167, 182, 194, 0.6); }\n.bp3-numeric-input .bp3-button-group.bp3-vertical > .bp3-button{\n -webkit-box-flex:1;\n -ms-flex:1 1 14px;\n flex:1 1 14px;\n min-height:0;\n padding:0;\n width:30px; }\n .bp3-numeric-input .bp3-button-group.bp3-vertical > .bp3-button:first-child{\n border-radius:0 3px 0 0; }\n .bp3-numeric-input .bp3-button-group.bp3-vertical > .bp3-button:last-child{\n border-radius:0 0 3px 0; }\n.bp3-numeric-input .bp3-button-group.bp3-vertical:first-child > .bp3-button:first-child{\n border-radius:3px 0 0 0; }\n.bp3-numeric-input .bp3-button-group.bp3-vertical:first-child > .bp3-button:last-child{\n border-radius:0 0 0 3px; }\n.bp3-numeric-input.bp3-large .bp3-button-group.bp3-vertical > .bp3-button{\n width:40px; }\nform{\n display:block; }\n.bp3-html-select select,\n.bp3-select select{\n display:-webkit-inline-box;\n display:-ms-inline-flexbox;\n display:inline-flex;\n -webkit-box-orient:horizontal;\n -webkit-box-direction:normal;\n -ms-flex-direction:row;\n flex-direction:row;\n -webkit-box-align:center;\n -ms-flex-align:center;\n align-items:center;\n border:none;\n border-radius:3px;\n cursor:pointer;\n font-size:14px;\n -webkit-box-pack:center;\n -ms-flex-pack:center;\n justify-content:center;\n padding:5px 10px;\n text-align:left;\n vertical-align:middle;\n background-color:#f5f8fa;\n background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));\n background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);\n color:#182026;\n -moz-appearance:none;\n -webkit-appearance:none;\n border-radius:3px;\n height:30px;\n padding:0 25px 0 10px;\n width:100%; }\n .bp3-html-select select > *, .bp3-select select > *{\n -webkit-box-flex:0;\n -ms-flex-positive:0;\n flex-grow:0;\n -ms-flex-negative:0;\n flex-shrink:0; }\n .bp3-html-select select > .bp3-fill, .bp3-select select > .bp3-fill{\n -webkit-box-flex:1;\n -ms-flex-positive:1;\n flex-grow:1;\n -ms-flex-negative:1;\n flex-shrink:1; }\n .bp3-html-select select::before,\n .bp3-select select::before, .bp3-html-select select > *, .bp3-select select > *{\n margin-right:7px; }\n .bp3-html-select select:empty::before,\n .bp3-select select:empty::before,\n .bp3-html-select select > :last-child,\n .bp3-select select > :last-child{\n margin-right:0; }\n .bp3-html-select select:hover,\n .bp3-select select:hover{\n background-clip:padding-box;\n background-color:#ebf1f5;\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }\n .bp3-html-select select:active,\n .bp3-select select:active, .bp3-html-select select.bp3-active,\n .bp3-select select.bp3-active{\n background-color:#d8e1e8;\n background-image:none;\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }\n .bp3-html-select select:disabled,\n .bp3-select select:disabled, .bp3-html-select select.bp3-disabled,\n .bp3-select select.bp3-disabled{\n background-color:rgba(206, 217, 224, 0.5);\n background-image:none;\n -webkit-box-shadow:none;\n box-shadow:none;\n color:rgba(92, 112, 128, 0.6);\n cursor:not-allowed;\n outline:none; }\n .bp3-html-select select:disabled.bp3-active,\n .bp3-select select:disabled.bp3-active, .bp3-html-select select:disabled.bp3-active:hover,\n .bp3-select select:disabled.bp3-active:hover, .bp3-html-select select.bp3-disabled.bp3-active,\n .bp3-select select.bp3-disabled.bp3-active, .bp3-html-select select.bp3-disabled.bp3-active:hover,\n .bp3-select select.bp3-disabled.bp3-active:hover{\n background:rgba(206, 217, 224, 0.7); }\n.bp3-html-select.bp3-minimal select,\n.bp3-select.bp3-minimal select{\n background:none;\n -webkit-box-shadow:none;\n box-shadow:none; }\n .bp3-html-select.bp3-minimal select:hover,\n .bp3-select.bp3-minimal select:hover{\n background:rgba(167, 182, 194, 0.3);\n -webkit-box-shadow:none;\n box-shadow:none;\n color:#182026;\n text-decoration:none; }\n .bp3-html-select.bp3-minimal select:active,\n .bp3-select.bp3-minimal select:active, .bp3-html-select.bp3-minimal select.bp3-active,\n .bp3-select.bp3-minimal select.bp3-active{\n background:rgba(115, 134, 148, 0.3);\n -webkit-box-shadow:none;\n box-shadow:none;\n color:#182026; }\n .bp3-html-select.bp3-minimal select:disabled,\n .bp3-select.bp3-minimal select:disabled, .bp3-html-select.bp3-minimal select:disabled:hover,\n .bp3-select.bp3-minimal select:disabled:hover, .bp3-html-select.bp3-minimal select.bp3-disabled,\n .bp3-select.bp3-minimal select.bp3-disabled, .bp3-html-select.bp3-minimal select.bp3-disabled:hover,\n .bp3-select.bp3-minimal select.bp3-disabled:hover{\n background:none;\n color:rgba(92, 112, 128, 0.6);\n cursor:not-allowed; }\n .bp3-html-select.bp3-minimal select:disabled.bp3-active,\n .bp3-select.bp3-minimal select:disabled.bp3-active, .bp3-html-select.bp3-minimal select:disabled:hover.bp3-active,\n .bp3-select.bp3-minimal select:disabled:hover.bp3-active, .bp3-html-select.bp3-minimal select.bp3-disabled.bp3-active,\n .bp3-select.bp3-minimal select.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-disabled:hover.bp3-active,\n .bp3-select.bp3-minimal select.bp3-disabled:hover.bp3-active{\n background:rgba(115, 134, 148, 0.3); }\n .bp3-dark .bp3-html-select.bp3-minimal select, .bp3-html-select.bp3-minimal .bp3-dark select,\n .bp3-dark .bp3-select.bp3-minimal select, .bp3-select.bp3-minimal .bp3-dark select{\n background:none;\n -webkit-box-shadow:none;\n box-shadow:none;\n color:inherit; }\n .bp3-dark .bp3-html-select.bp3-minimal select:hover, .bp3-html-select.bp3-minimal .bp3-dark select:hover,\n .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,\n .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,\n .bp3-dark .bp3-select.bp3-minimal select.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-active{\n background:none;\n -webkit-box-shadow:none;\n box-shadow:none; }\n .bp3-dark .bp3-html-select.bp3-minimal select:hover, .bp3-html-select.bp3-minimal .bp3-dark select:hover,\n .bp3-dark .bp3-select.bp3-minimal select:hover, .bp3-select.bp3-minimal .bp3-dark select:hover{\n background:rgba(138, 155, 168, 0.15); }\n .bp3-dark .bp3-html-select.bp3-minimal select:active, .bp3-html-select.bp3-minimal .bp3-dark select:active,\n .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,\n .bp3-dark .bp3-select.bp3-minimal select.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-active{\n background:rgba(138, 155, 168, 0.3);\n color:#f5f8fa; }\n .bp3-dark .bp3-html-select.bp3-minimal select:disabled, .bp3-html-select.bp3-minimal .bp3-dark select:disabled,\n .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,\n .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,\n .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,\n .bp3-dark .bp3-select.bp3-minimal select.bp3-disabled:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-disabled:hover{\n background:none;\n color:rgba(167, 182, 194, 0.6);\n cursor:not-allowed; }\n .bp3-dark .bp3-html-select.bp3-minimal select:disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select:disabled.bp3-active,\n .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,\n .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,\n .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,\n .bp3-dark .bp3-select.bp3-minimal select.bp3-disabled:hover.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-disabled:hover.bp3-active{\n background:rgba(138, 155, 168, 0.3); }\n .bp3-html-select.bp3-minimal select.bp3-intent-primary,\n .bp3-select.bp3-minimal select.bp3-intent-primary{\n color:#106ba3; }\n .bp3-html-select.bp3-minimal select.bp3-intent-primary:hover,\n .bp3-select.bp3-minimal select.bp3-intent-primary:hover, .bp3-html-select.bp3-minimal select.bp3-intent-primary:active,\n .bp3-select.bp3-minimal select.bp3-intent-primary:active, .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-active,\n .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-active{\n background:none;\n -webkit-box-shadow:none;\n box-shadow:none;\n color:#106ba3; }\n .bp3-html-select.bp3-minimal select.bp3-intent-primary:hover,\n .bp3-select.bp3-minimal select.bp3-intent-primary:hover{\n background:rgba(19, 124, 189, 0.15);\n color:#106ba3; }\n .bp3-html-select.bp3-minimal select.bp3-intent-primary:active,\n .bp3-select.bp3-minimal select.bp3-intent-primary:active, .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-active,\n .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-active{\n background:rgba(19, 124, 189, 0.3);\n color:#106ba3; }\n .bp3-html-select.bp3-minimal select.bp3-intent-primary:disabled,\n .bp3-select.bp3-minimal select.bp3-intent-primary:disabled, .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-disabled,\n .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-disabled{\n background:none;\n color:rgba(16, 107, 163, 0.5); }\n .bp3-html-select.bp3-minimal select.bp3-intent-primary:disabled.bp3-active,\n .bp3-select.bp3-minimal select.bp3-intent-primary:disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-disabled.bp3-active,\n .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-disabled.bp3-active{\n background:rgba(19, 124, 189, 0.3); }\n .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{\n stroke:#106ba3; }\n .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary,\n .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary{\n color:#48aff0; }\n .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary:hover,\n .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary:hover{\n background:rgba(19, 124, 189, 0.2);\n color:#48aff0; }\n .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary:active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary:active,\n .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,\n .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-active{\n background:rgba(19, 124, 189, 0.3);\n color:#48aff0; }\n .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary:disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary:disabled,\n .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,\n .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-disabled{\n background:none;\n color:rgba(72, 175, 240, 0.5); }\n .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,\n .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,\n .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{\n background:rgba(19, 124, 189, 0.3); }\n .bp3-html-select.bp3-minimal select.bp3-intent-success,\n .bp3-select.bp3-minimal select.bp3-intent-success{\n color:#0d8050; }\n .bp3-html-select.bp3-minimal select.bp3-intent-success:hover,\n .bp3-select.bp3-minimal select.bp3-intent-success:hover, .bp3-html-select.bp3-minimal select.bp3-intent-success:active,\n .bp3-select.bp3-minimal select.bp3-intent-success:active, .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-active,\n .bp3-select.bp3-minimal select.bp3-intent-success.bp3-active{\n background:none;\n -webkit-box-shadow:none;\n box-shadow:none;\n color:#0d8050; }\n .bp3-html-select.bp3-minimal select.bp3-intent-success:hover,\n .bp3-select.bp3-minimal select.bp3-intent-success:hover{\n background:rgba(15, 153, 96, 0.15);\n color:#0d8050; }\n .bp3-html-select.bp3-minimal select.bp3-intent-success:active,\n .bp3-select.bp3-minimal select.bp3-intent-success:active, .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-active,\n .bp3-select.bp3-minimal select.bp3-intent-success.bp3-active{\n background:rgba(15, 153, 96, 0.3);\n color:#0d8050; }\n .bp3-html-select.bp3-minimal select.bp3-intent-success:disabled,\n .bp3-select.bp3-minimal select.bp3-intent-success:disabled, .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-disabled,\n .bp3-select.bp3-minimal select.bp3-intent-success.bp3-disabled{\n background:none;\n color:rgba(13, 128, 80, 0.5); }\n .bp3-html-select.bp3-minimal select.bp3-intent-success:disabled.bp3-active,\n .bp3-select.bp3-minimal select.bp3-intent-success:disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-disabled.bp3-active,\n .bp3-select.bp3-minimal select.bp3-intent-success.bp3-disabled.bp3-active{\n background:rgba(15, 153, 96, 0.3); }\n .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{\n stroke:#0d8050; }\n .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success,\n .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success{\n color:#3dcc91; }\n .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success:hover,\n .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success:hover{\n background:rgba(15, 153, 96, 0.2);\n color:#3dcc91; }\n .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success:active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success:active,\n .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,\n .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-active{\n background:rgba(15, 153, 96, 0.3);\n color:#3dcc91; }\n .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success:disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success:disabled,\n .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,\n .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-disabled{\n background:none;\n color:rgba(61, 204, 145, 0.5); }\n .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,\n .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,\n .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{\n background:rgba(15, 153, 96, 0.3); }\n .bp3-html-select.bp3-minimal select.bp3-intent-warning,\n .bp3-select.bp3-minimal select.bp3-intent-warning{\n color:#bf7326; }\n .bp3-html-select.bp3-minimal select.bp3-intent-warning:hover,\n .bp3-select.bp3-minimal select.bp3-intent-warning:hover, .bp3-html-select.bp3-minimal select.bp3-intent-warning:active,\n .bp3-select.bp3-minimal select.bp3-intent-warning:active, .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-active,\n .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-active{\n background:none;\n -webkit-box-shadow:none;\n box-shadow:none;\n color:#bf7326; }\n .bp3-html-select.bp3-minimal select.bp3-intent-warning:hover,\n .bp3-select.bp3-minimal select.bp3-intent-warning:hover{\n background:rgba(217, 130, 43, 0.15);\n color:#bf7326; }\n .bp3-html-select.bp3-minimal select.bp3-intent-warning:active,\n .bp3-select.bp3-minimal select.bp3-intent-warning:active, .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-active,\n .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-active{\n background:rgba(217, 130, 43, 0.3);\n color:#bf7326; }\n .bp3-html-select.bp3-minimal select.bp3-intent-warning:disabled,\n .bp3-select.bp3-minimal select.bp3-intent-warning:disabled, .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-disabled,\n .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-disabled{\n background:none;\n color:rgba(191, 115, 38, 0.5); }\n .bp3-html-select.bp3-minimal select.bp3-intent-warning:disabled.bp3-active,\n .bp3-select.bp3-minimal select.bp3-intent-warning:disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-disabled.bp3-active,\n .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-disabled.bp3-active{\n background:rgba(217, 130, 43, 0.3); }\n .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{\n stroke:#bf7326; }\n .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning,\n .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning{\n color:#ffb366; }\n .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning:hover,\n .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning:hover{\n background:rgba(217, 130, 43, 0.2);\n color:#ffb366; }\n .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning:active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning:active,\n .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,\n .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-active{\n background:rgba(217, 130, 43, 0.3);\n color:#ffb366; }\n .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning:disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning:disabled,\n .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,\n .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-disabled{\n background:none;\n color:rgba(255, 179, 102, 0.5); }\n .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,\n .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,\n .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{\n background:rgba(217, 130, 43, 0.3); }\n .bp3-html-select.bp3-minimal select.bp3-intent-danger,\n .bp3-select.bp3-minimal select.bp3-intent-danger{\n color:#c23030; }\n .bp3-html-select.bp3-minimal select.bp3-intent-danger:hover,\n .bp3-select.bp3-minimal select.bp3-intent-danger:hover, .bp3-html-select.bp3-minimal select.bp3-intent-danger:active,\n .bp3-select.bp3-minimal select.bp3-intent-danger:active, .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-active,\n .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-active{\n background:none;\n -webkit-box-shadow:none;\n box-shadow:none;\n color:#c23030; }\n .bp3-html-select.bp3-minimal select.bp3-intent-danger:hover,\n .bp3-select.bp3-minimal select.bp3-intent-danger:hover{\n background:rgba(219, 55, 55, 0.15);\n color:#c23030; }\n .bp3-html-select.bp3-minimal select.bp3-intent-danger:active,\n .bp3-select.bp3-minimal select.bp3-intent-danger:active, .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-active,\n .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-active{\n background:rgba(219, 55, 55, 0.3);\n color:#c23030; }\n .bp3-html-select.bp3-minimal select.bp3-intent-danger:disabled,\n .bp3-select.bp3-minimal select.bp3-intent-danger:disabled, .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-disabled,\n .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-disabled{\n background:none;\n color:rgba(194, 48, 48, 0.5); }\n .bp3-html-select.bp3-minimal select.bp3-intent-danger:disabled.bp3-active,\n .bp3-select.bp3-minimal select.bp3-intent-danger:disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-disabled.bp3-active,\n .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-disabled.bp3-active{\n background:rgba(219, 55, 55, 0.3); }\n .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{\n stroke:#c23030; }\n .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger,\n .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger{\n color:#ff7373; }\n .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger:hover,\n .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger:hover{\n background:rgba(219, 55, 55, 0.2);\n color:#ff7373; }\n .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger:active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger:active,\n .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,\n .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-active{\n background:rgba(219, 55, 55, 0.3);\n color:#ff7373; }\n .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger:disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger:disabled,\n .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,\n .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-disabled{\n background:none;\n color:rgba(255, 115, 115, 0.5); }\n .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,\n .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,\n .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{\n background:rgba(219, 55, 55, 0.3); }\n.bp3-html-select.bp3-large select,\n.bp3-select.bp3-large select{\n font-size:16px;\n height:40px;\n padding-right:35px; }\n.bp3-dark .bp3-html-select select, .bp3-dark .bp3-select select{\n background-color:#394b59;\n background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));\n background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));\n -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);\n box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);\n color:#f5f8fa; }\n .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{\n color:#f5f8fa; }\n .bp3-dark .bp3-html-select select:hover, .bp3-dark .bp3-select select:hover{\n background-color:#30404d;\n -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);\n box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }\n .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{\n background-color:#202b33;\n background-image:none;\n -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);\n box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }\n .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{\n background-color:rgba(57, 75, 89, 0.5);\n background-image:none;\n -webkit-box-shadow:none;\n box-shadow:none;\n color:rgba(167, 182, 194, 0.6); }\n .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{\n background:rgba(57, 75, 89, 0.7); }\n .bp3-dark .bp3-html-select select .bp3-button-spinner .bp3-spinner-head, .bp3-dark .bp3-select select .bp3-button-spinner .bp3-spinner-head{\n background:rgba(16, 22, 26, 0.5);\n stroke:#8a9ba8; }\n.bp3-html-select select:disabled,\n.bp3-select select:disabled{\n background-color:rgba(206, 217, 224, 0.5);\n -webkit-box-shadow:none;\n box-shadow:none;\n color:rgba(92, 112, 128, 0.6);\n cursor:not-allowed; }\n.bp3-html-select .bp3-icon,\n.bp3-select .bp3-icon, .bp3-select::after{\n color:#5c7080;\n pointer-events:none;\n position:absolute;\n right:7px;\n top:7px; }\n .bp3-html-select .bp3-disabled.bp3-icon,\n .bp3-select .bp3-disabled.bp3-icon, .bp3-disabled.bp3-select::after{\n color:rgba(92, 112, 128, 0.6); }\n.bp3-html-select,\n.bp3-select{\n display:inline-block;\n letter-spacing:normal;\n position:relative;\n vertical-align:middle; }\n .bp3-html-select select::-ms-expand,\n .bp3-select select::-ms-expand{\n display:none; }\n .bp3-html-select .bp3-icon,\n .bp3-select .bp3-icon{\n color:#5c7080; }\n .bp3-html-select .bp3-icon:hover,\n .bp3-select .bp3-icon:hover{\n color:#182026; }\n .bp3-dark .bp3-html-select .bp3-icon, .bp3-dark\n .bp3-select .bp3-icon{\n color:#a7b6c2; }\n .bp3-dark .bp3-html-select .bp3-icon:hover, .bp3-dark\n .bp3-select .bp3-icon:hover{\n color:#f5f8fa; }\n .bp3-html-select.bp3-large::after,\n .bp3-html-select.bp3-large .bp3-icon,\n .bp3-select.bp3-large::after,\n .bp3-select.bp3-large .bp3-icon{\n right:12px;\n top:12px; }\n .bp3-html-select.bp3-fill,\n .bp3-html-select.bp3-fill select,\n .bp3-select.bp3-fill,\n .bp3-select.bp3-fill select{\n width:100%; }\n .bp3-dark .bp3-html-select option, .bp3-dark\n .bp3-select option{\n background-color:#30404d;\n color:#f5f8fa; }\n .bp3-dark .bp3-html-select option:disabled, .bp3-dark\n .bp3-select option:disabled{\n color:rgba(167, 182, 194, 0.6); }\n .bp3-dark .bp3-html-select::after, .bp3-dark\n .bp3-select::after{\n color:#a7b6c2; }\n.bp3-select::after{\n font-family:\"Icons16\", sans-serif;\n font-size:16px;\n font-style:normal;\n font-weight:400;\n line-height:1;\n -moz-osx-font-smoothing:grayscale;\n -webkit-font-smoothing:antialiased;\n content:\"\ue6c6\"; }\n.bp3-running-text table, table.bp3-html-table{\n border-spacing:0;\n font-size:14px; }\n .bp3-running-text table th, table.bp3-html-table th,\n .bp3-running-text table td,\n table.bp3-html-table td{\n padding:11px;\n text-align:left;\n vertical-align:top; }\n .bp3-running-text table th, table.bp3-html-table th{\n color:#182026;\n font-weight:600; }\n \n .bp3-running-text table td,\n table.bp3-html-table td{\n color:#182026; }\n .bp3-running-text table tbody tr:first-child th, table.bp3-html-table tbody tr:first-child th,\n .bp3-running-text table tbody tr:first-child td,\n table.bp3-html-table tbody tr:first-child td,\n .bp3-running-text table tfoot tr:first-child th,\n table.bp3-html-table tfoot tr:first-child th,\n .bp3-running-text table tfoot tr:first-child td,\n table.bp3-html-table tfoot tr:first-child td{\n -webkit-box-shadow:inset 0 1px 0 0 rgba(16, 22, 26, 0.15);\n box-shadow:inset 0 1px 0 0 rgba(16, 22, 26, 0.15); }\n .bp3-dark .bp3-running-text table th, .bp3-running-text .bp3-dark table th, .bp3-dark table.bp3-html-table th{\n color:#f5f8fa; }\n .bp3-dark .bp3-running-text table td, .bp3-running-text .bp3-dark table td, .bp3-dark table.bp3-html-table td{\n color:#f5f8fa; }\n .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,\n .bp3-dark .bp3-running-text table tbody tr:first-child td,\n .bp3-running-text .bp3-dark table tbody tr:first-child td,\n .bp3-dark table.bp3-html-table tbody tr:first-child td,\n .bp3-dark .bp3-running-text table tfoot tr:first-child th,\n .bp3-running-text .bp3-dark table tfoot tr:first-child th,\n .bp3-dark table.bp3-html-table tfoot tr:first-child th,\n .bp3-dark .bp3-running-text table tfoot tr:first-child td,\n .bp3-running-text .bp3-dark table tfoot tr:first-child td,\n .bp3-dark table.bp3-html-table tfoot tr:first-child td{\n -webkit-box-shadow:inset 0 1px 0 0 rgba(255, 255, 255, 0.15);\n box-shadow:inset 0 1px 0 0 rgba(255, 255, 255, 0.15); }\ntable.bp3-html-table.bp3-html-table-condensed th,\ntable.bp3-html-table.bp3-html-table-condensed td, table.bp3-html-table.bp3-small th,\ntable.bp3-html-table.bp3-small td{\n padding-bottom:6px;\n padding-top:6px; }\ntable.bp3-html-table.bp3-html-table-striped tbody tr:nth-child(odd) td{\n background:rgba(191, 204, 214, 0.15); }\ntable.bp3-html-table.bp3-html-table-bordered th:not(:first-child){\n -webkit-box-shadow:inset 1px 0 0 0 rgba(16, 22, 26, 0.15);\n box-shadow:inset 1px 0 0 0 rgba(16, 22, 26, 0.15); }\ntable.bp3-html-table.bp3-html-table-bordered tbody tr td,\ntable.bp3-html-table.bp3-html-table-bordered tfoot tr td{\n -webkit-box-shadow:inset 0 1px 0 0 rgba(16, 22, 26, 0.15);\n box-shadow:inset 0 1px 0 0 rgba(16, 22, 26, 0.15); }\n table.bp3-html-table.bp3-html-table-bordered tbody tr td:not(:first-child),\n table.bp3-html-table.bp3-html-table-bordered tfoot tr td:not(:first-child){\n -webkit-box-shadow:inset 1px 1px 0 0 rgba(16, 22, 26, 0.15);\n box-shadow:inset 1px 1px 0 0 rgba(16, 22, 26, 0.15); }\ntable.bp3-html-table.bp3-html-table-bordered.bp3-html-table-striped tbody tr:not(:first-child) td{\n -webkit-box-shadow:none;\n box-shadow:none; }\n table.bp3-html-table.bp3-html-table-bordered.bp3-html-table-striped tbody tr:not(:first-child) td:not(:first-child){\n -webkit-box-shadow:inset 1px 0 0 0 rgba(16, 22, 26, 0.15);\n box-shadow:inset 1px 0 0 0 rgba(16, 22, 26, 0.15); }\ntable.bp3-html-table.bp3-interactive tbody tr:hover td{\n background-color:rgba(191, 204, 214, 0.3);\n cursor:pointer; }\ntable.bp3-html-table.bp3-interactive tbody tr:active td{\n background-color:rgba(191, 204, 214, 0.4); }\n.bp3-dark table.bp3-html-table{ }\n .bp3-dark table.bp3-html-table.bp3-html-table-striped tbody tr:nth-child(odd) td{\n background:rgba(92, 112, 128, 0.15); }\n .bp3-dark table.bp3-html-table.bp3-html-table-bordered th:not(:first-child){\n -webkit-box-shadow:inset 1px 0 0 0 rgba(255, 255, 255, 0.15);\n box-shadow:inset 1px 0 0 0 rgba(255, 255, 255, 0.15); }\n .bp3-dark table.bp3-html-table.bp3-html-table-bordered tbody tr td,\n .bp3-dark table.bp3-html-table.bp3-html-table-bordered tfoot tr td{\n -webkit-box-shadow:inset 0 1px 0 0 rgba(255, 255, 255, 0.15);\n box-shadow:inset 0 1px 0 0 rgba(255, 255, 255, 0.15); }\n .bp3-dark table.bp3-html-table.bp3-html-table-bordered tbody tr td:not(:first-child),\n .bp3-dark table.bp3-html-table.bp3-html-table-bordered tfoot tr td:not(:first-child){\n -webkit-box-shadow:inset 1px 1px 0 0 rgba(255, 255, 255, 0.15);\n box-shadow:inset 1px 1px 0 0 rgba(255, 255, 255, 0.15); }\n .bp3-dark table.bp3-html-table.bp3-html-table-bordered.bp3-html-table-striped tbody tr:not(:first-child) td{\n -webkit-box-shadow:inset 1px 0 0 0 rgba(255, 255, 255, 0.15);\n box-shadow:inset 1px 0 0 0 rgba(255, 255, 255, 0.15); }\n .bp3-dark table.bp3-html-table.bp3-html-table-bordered.bp3-html-table-striped tbody tr:not(:first-child) td:first-child{\n -webkit-box-shadow:none;\n box-shadow:none; }\n .bp3-dark table.bp3-html-table.bp3-interactive tbody tr:hover td{\n background-color:rgba(92, 112, 128, 0.3);\n cursor:pointer; }\n .bp3-dark table.bp3-html-table.bp3-interactive tbody tr:active td{\n background-color:rgba(92, 112, 128, 0.4); }\n.bp3-key-combo{\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex;\n -webkit-box-orient:horizontal;\n -webkit-box-direction:normal;\n -ms-flex-direction:row;\n flex-direction:row;\n -webkit-box-align:center;\n -ms-flex-align:center;\n align-items:center; }\n .bp3-key-combo > *{\n -webkit-box-flex:0;\n -ms-flex-positive:0;\n flex-grow:0;\n -ms-flex-negative:0;\n flex-shrink:0; }\n .bp3-key-combo > .bp3-fill{\n -webkit-box-flex:1;\n -ms-flex-positive:1;\n flex-grow:1;\n -ms-flex-negative:1;\n flex-shrink:1; }\n .bp3-key-combo::before,\n .bp3-key-combo > *{\n margin-right:5px; }\n .bp3-key-combo:empty::before,\n .bp3-key-combo > :last-child{\n margin-right:0; }\n.bp3-hotkey-dialog{\n padding-bottom:0;\n top:40px; }\n .bp3-hotkey-dialog .bp3-dialog-body{\n margin:0;\n padding:0; }\n .bp3-hotkey-dialog .bp3-hotkey-label{\n -webkit-box-flex:1;\n -ms-flex-positive:1;\n flex-grow:1; }\n.bp3-hotkey-column{\n margin:auto;\n max-height:80vh;\n overflow-y:auto;\n padding:30px; }\n .bp3-hotkey-column .bp3-heading{\n margin-bottom:20px; }\n .bp3-hotkey-column .bp3-heading:not(:first-child){\n margin-top:40px; }\n.bp3-hotkey{\n -webkit-box-align:center;\n -ms-flex-align:center;\n align-items:center;\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex;\n -webkit-box-pack:justify;\n -ms-flex-pack:justify;\n justify-content:space-between;\n margin-left:0;\n margin-right:0; }\n .bp3-hotkey:not(:last-child){\n margin-bottom:10px; }\n.bp3-icon{\n display:inline-block;\n -webkit-box-flex:0;\n -ms-flex:0 0 auto;\n flex:0 0 auto;\n vertical-align:text-bottom; }\n .bp3-icon:not(:empty)::before{\n content:\"\" !important;\n content:unset !important; }\n .bp3-icon > svg{\n display:block; }\n .bp3-icon > svg:not([fill]){\n fill:currentColor; }\n.bp3-icon.bp3-intent-primary, .bp3-icon-standard.bp3-intent-primary, .bp3-icon-large.bp3-intent-primary{\n color:#106ba3; }\n .bp3-dark .bp3-icon.bp3-intent-primary, .bp3-dark .bp3-icon-standard.bp3-intent-primary, .bp3-dark .bp3-icon-large.bp3-intent-primary{\n color:#48aff0; }\n.bp3-icon.bp3-intent-success, .bp3-icon-standard.bp3-intent-success, .bp3-icon-large.bp3-intent-success{\n color:#0d8050; }\n .bp3-dark .bp3-icon.bp3-intent-success, .bp3-dark .bp3-icon-standard.bp3-intent-success, .bp3-dark .bp3-icon-large.bp3-intent-success{\n color:#3dcc91; }\n.bp3-icon.bp3-intent-warning, .bp3-icon-standard.bp3-intent-warning, .bp3-icon-large.bp3-intent-warning{\n color:#bf7326; }\n .bp3-dark .bp3-icon.bp3-intent-warning, .bp3-dark .bp3-icon-standard.bp3-intent-warning, .bp3-dark .bp3-icon-large.bp3-intent-warning{\n color:#ffb366; }\n.bp3-icon.bp3-intent-danger, .bp3-icon-standard.bp3-intent-danger, .bp3-icon-large.bp3-intent-danger{\n color:#c23030; }\n .bp3-dark .bp3-icon.bp3-intent-danger, .bp3-dark .bp3-icon-standard.bp3-intent-danger, .bp3-dark .bp3-icon-large.bp3-intent-danger{\n color:#ff7373; }\nspan.bp3-icon-standard{\n font-family:\"Icons16\", sans-serif;\n font-size:16px;\n font-style:normal;\n font-weight:400;\n line-height:1;\n -moz-osx-font-smoothing:grayscale;\n -webkit-font-smoothing:antialiased;\n display:inline-block; }\nspan.bp3-icon-large{\n font-family:\"Icons20\", sans-serif;\n font-size:20px;\n font-style:normal;\n font-weight:400;\n line-height:1;\n -moz-osx-font-smoothing:grayscale;\n -webkit-font-smoothing:antialiased;\n display:inline-block; }\nspan.bp3-icon:empty{\n font-family:\"Icons20\";\n font-size:inherit;\n font-style:normal;\n font-weight:400;\n line-height:1; }\n span.bp3-icon:empty::before{\n -moz-osx-font-smoothing:grayscale;\n -webkit-font-smoothing:antialiased; }\n.bp3-icon-add::before{\n content:\"\ue63e\"; }\n.bp3-icon-add-column-left::before{\n content:\"\ue6f9\"; }\n.bp3-icon-add-column-right::before{\n content:\"\ue6fa\"; }\n.bp3-icon-add-row-bottom::before{\n content:\"\ue6f8\"; }\n.bp3-icon-add-row-top::before{\n content:\"\ue6f7\"; }\n.bp3-icon-add-to-artifact::before{\n content:\"\ue67c\"; }\n.bp3-icon-add-to-folder::before{\n content:\"\ue6d2\"; }\n.bp3-icon-airplane::before{\n content:\"\ue74b\"; }\n.bp3-icon-align-center::before{\n content:\"\ue603\"; }\n.bp3-icon-align-justify::before{\n content:\"\ue605\"; }\n.bp3-icon-align-left::before{\n content:\"\ue602\"; }\n.bp3-icon-align-right::before{\n content:\"\ue604\"; }\n.bp3-icon-alignment-bottom::before{\n content:\"\ue727\"; }\n.bp3-icon-alignment-horizontal-center::before{\n content:\"\ue726\"; }\n.bp3-icon-alignment-left::before{\n content:\"\ue722\"; }\n.bp3-icon-alignment-right::before{\n content:\"\ue724\"; }\n.bp3-icon-alignment-top::before{\n content:\"\ue725\"; }\n.bp3-icon-alignment-vertical-center::before{\n content:\"\ue723\"; }\n.bp3-icon-annotation::before{\n content:\"\ue6f0\"; }\n.bp3-icon-application::before{\n content:\"\ue735\"; }\n.bp3-icon-applications::before{\n content:\"\ue621\"; }\n.bp3-icon-archive::before{\n content:\"\ue907\"; }\n.bp3-icon-arrow-bottom-left::before{\n content:\"\u2199\"; }\n.bp3-icon-arrow-bottom-right::before{\n content:\"\u2198\"; }\n.bp3-icon-arrow-down::before{\n content:\"\u2193\"; }\n.bp3-icon-arrow-left::before{\n content:\"\u2190\"; }\n.bp3-icon-arrow-right::before{\n content:\"\u2192\"; }\n.bp3-icon-arrow-top-left::before{\n content:\"\u2196\"; }\n.bp3-icon-arrow-top-right::before{\n content:\"\u2197\"; }\n.bp3-icon-arrow-up::before{\n content:\"\u2191\"; }\n.bp3-icon-arrows-horizontal::before{\n content:\"\u2194\"; }\n.bp3-icon-arrows-vertical::before{\n content:\"\u2195\"; }\n.bp3-icon-asterisk::before{\n content:\"*\"; }\n.bp3-icon-automatic-updates::before{\n content:\"\ue65f\"; }\n.bp3-icon-badge::before{\n content:\"\ue6e3\"; }\n.bp3-icon-ban-circle::before{\n content:\"\ue69d\"; }\n.bp3-icon-bank-account::before{\n content:\"\ue76f\"; }\n.bp3-icon-barcode::before{\n content:\"\ue676\"; }\n.bp3-icon-blank::before{\n content:\"\ue900\"; }\n.bp3-icon-blocked-person::before{\n content:\"\ue768\"; }\n.bp3-icon-bold::before{\n content:\"\ue606\"; }\n.bp3-icon-book::before{\n content:\"\ue6b8\"; }\n.bp3-icon-bookmark::before{\n content:\"\ue61a\"; }\n.bp3-icon-box::before{\n content:\"\ue6bf\"; }\n.bp3-icon-briefcase::before{\n content:\"\ue674\"; }\n.bp3-icon-bring-data::before{\n content:\"\ue90a\"; }\n.bp3-icon-build::before{\n content:\"\ue72d\"; }\n.bp3-icon-calculator::before{\n content:\"\ue70b\"; }\n.bp3-icon-calendar::before{\n content:\"\ue62b\"; }\n.bp3-icon-camera::before{\n content:\"\ue69e\"; }\n.bp3-icon-caret-down::before{\n content:\"\u2304\"; }\n.bp3-icon-caret-left::before{\n content:\"\u2329\"; }\n.bp3-icon-caret-right::before{\n content:\"\u232a\"; }\n.bp3-icon-caret-up::before{\n content:\"\u2303\"; }\n.bp3-icon-cell-tower::before{\n content:\"\ue770\"; }\n.bp3-icon-changes::before{\n content:\"\ue623\"; }\n.bp3-icon-chart::before{\n content:\"\ue67e\"; }\n.bp3-icon-chat::before{\n content:\"\ue689\"; }\n.bp3-icon-chevron-backward::before{\n content:\"\ue6df\"; }\n.bp3-icon-chevron-down::before{\n content:\"\ue697\"; }\n.bp3-icon-chevron-forward::before{\n content:\"\ue6e0\"; }\n.bp3-icon-chevron-left::before{\n content:\"\ue694\"; }\n.bp3-icon-chevron-right::before{\n content:\"\ue695\"; }\n.bp3-icon-chevron-up::before{\n content:\"\ue696\"; }\n.bp3-icon-circle::before{\n content:\"\ue66a\"; }\n.bp3-icon-circle-arrow-down::before{\n content:\"\ue68e\"; }\n.bp3-icon-circle-arrow-left::before{\n content:\"\ue68c\"; }\n.bp3-icon-circle-arrow-right::before{\n content:\"\ue68b\"; }\n.bp3-icon-circle-arrow-up::before{\n content:\"\ue68d\"; }\n.bp3-icon-citation::before{\n content:\"\ue61b\"; }\n.bp3-icon-clean::before{\n content:\"\ue7c5\"; }\n.bp3-icon-clipboard::before{\n content:\"\ue61d\"; }\n.bp3-icon-cloud::before{\n content:\"\u2601\"; }\n.bp3-icon-cloud-download::before{\n content:\"\ue690\"; }\n.bp3-icon-cloud-upload::before{\n content:\"\ue691\"; }\n.bp3-icon-code::before{\n content:\"\ue661\"; }\n.bp3-icon-code-block::before{\n content:\"\ue6c5\"; }\n.bp3-icon-cog::before{\n content:\"\ue645\"; }\n.bp3-icon-collapse-all::before{\n content:\"\ue763\"; }\n.bp3-icon-column-layout::before{\n content:\"\ue6da\"; }\n.bp3-icon-comment::before{\n content:\"\ue68a\"; }\n.bp3-icon-comparison::before{\n content:\"\ue637\"; }\n.bp3-icon-compass::before{\n content:\"\ue79c\"; }\n.bp3-icon-compressed::before{\n content:\"\ue6c0\"; }\n.bp3-icon-confirm::before{\n content:\"\ue639\"; }\n.bp3-icon-console::before{\n content:\"\ue79b\"; }\n.bp3-icon-contrast::before{\n content:\"\ue6cb\"; }\n.bp3-icon-control::before{\n content:\"\ue67f\"; }\n.bp3-icon-credit-card::before{\n content:\"\ue649\"; }\n.bp3-icon-cross::before{\n content:\"\u2717\"; }\n.bp3-icon-crown::before{\n content:\"\ue7b4\"; }\n.bp3-icon-cube::before{\n content:\"\ue7c8\"; }\n.bp3-icon-cube-add::before{\n content:\"\ue7c9\"; }\n.bp3-icon-cube-remove::before{\n content:\"\ue7d0\"; }\n.bp3-icon-curved-range-chart::before{\n content:\"\ue71b\"; }\n.bp3-icon-cut::before{\n content:\"\ue6ef\"; }\n.bp3-icon-dashboard::before{\n content:\"\ue751\"; }\n.bp3-icon-data-lineage::before{\n content:\"\ue908\"; }\n.bp3-icon-database::before{\n content:\"\ue683\"; }\n.bp3-icon-delete::before{\n content:\"\ue644\"; }\n.bp3-icon-delta::before{\n content:\"\u0394\"; }\n.bp3-icon-derive-column::before{\n content:\"\ue739\"; }\n.bp3-icon-desktop::before{\n content:\"\ue6af\"; }\n.bp3-icon-diagnosis::before{\n content:\"\ue90d\"; }\n.bp3-icon-diagram-tree::before{\n content:\"\ue7b3\"; }\n.bp3-icon-direction-left::before{\n content:\"\ue681\"; }\n.bp3-icon-direction-right::before{\n content:\"\ue682\"; }\n.bp3-icon-disable::before{\n content:\"\ue600\"; }\n.bp3-icon-document::before{\n content:\"\ue630\"; }\n.bp3-icon-document-open::before{\n content:\"\ue71e\"; }\n.bp3-icon-document-share::before{\n content:\"\ue71f\"; }\n.bp3-icon-dollar::before{\n content:\"$\"; }\n.bp3-icon-dot::before{\n content:\"\u2022\"; }\n.bp3-icon-double-caret-horizontal::before{\n content:\"\ue6c7\"; }\n.bp3-icon-double-caret-vertical::before{\n content:\"\ue6c6\"; }\n.bp3-icon-double-chevron-down::before{\n content:\"\ue703\"; }\n.bp3-icon-double-chevron-left::before{\n content:\"\ue6ff\"; }\n.bp3-icon-double-chevron-right::before{\n content:\"\ue701\"; }\n.bp3-icon-double-chevron-up::before{\n content:\"\ue702\"; }\n.bp3-icon-doughnut-chart::before{\n content:\"\ue6ce\"; }\n.bp3-icon-download::before{\n content:\"\ue62f\"; }\n.bp3-icon-drag-handle-horizontal::before{\n content:\"\ue716\"; }\n.bp3-icon-drag-handle-vertical::before{\n content:\"\ue715\"; }\n.bp3-icon-draw::before{\n content:\"\ue66b\"; }\n.bp3-icon-drive-time::before{\n content:\"\ue615\"; }\n.bp3-icon-duplicate::before{\n content:\"\ue69c\"; }\n.bp3-icon-edit::before{\n content:\"\u270e\"; }\n.bp3-icon-eject::before{\n content:\"\u23cf\"; }\n.bp3-icon-endorsed::before{\n content:\"\ue75f\"; }\n.bp3-icon-envelope::before{\n content:\"\u2709\"; }\n.bp3-icon-equals::before{\n content:\"\ue7d9\"; }\n.bp3-icon-eraser::before{\n content:\"\ue773\"; }\n.bp3-icon-error::before{\n content:\"\ue648\"; }\n.bp3-icon-euro::before{\n content:\"\u20ac\"; }\n.bp3-icon-exchange::before{\n content:\"\ue636\"; }\n.bp3-icon-exclude-row::before{\n content:\"\ue6ea\"; }\n.bp3-icon-expand-all::before{\n content:\"\ue764\"; }\n.bp3-icon-export::before{\n content:\"\ue633\"; }\n.bp3-icon-eye-off::before{\n content:\"\ue6cc\"; }\n.bp3-icon-eye-on::before{\n content:\"\ue75a\"; }\n.bp3-icon-eye-open::before{\n content:\"\ue66f\"; }\n.bp3-icon-fast-backward::before{\n content:\"\ue6a8\"; }\n.bp3-icon-fast-forward::before{\n content:\"\ue6ac\"; }\n.bp3-icon-feed::before{\n content:\"\ue656\"; }\n.bp3-icon-feed-subscribed::before{\n content:\"\ue78f\"; }\n.bp3-icon-film::before{\n content:\"\ue6a1\"; }\n.bp3-icon-filter::before{\n content:\"\ue638\"; }\n.bp3-icon-filter-keep::before{\n content:\"\ue78c\"; }\n.bp3-icon-filter-list::before{\n content:\"\ue6ee\"; }\n.bp3-icon-filter-open::before{\n content:\"\ue7d7\"; }\n.bp3-icon-filter-remove::before{\n content:\"\ue78d\"; }\n.bp3-icon-flag::before{\n content:\"\u2691\"; }\n.bp3-icon-flame::before{\n content:\"\ue7a9\"; }\n.bp3-icon-flash::before{\n content:\"\ue6b3\"; }\n.bp3-icon-floppy-disk::before{\n content:\"\ue6b7\"; }\n.bp3-icon-flow-branch::before{\n content:\"\ue7c1\"; }\n.bp3-icon-flow-end::before{\n content:\"\ue7c4\"; }\n.bp3-icon-flow-linear::before{\n content:\"\ue7c0\"; }\n.bp3-icon-flow-review::before{\n content:\"\ue7c2\"; }\n.bp3-icon-flow-review-branch::before{\n content:\"\ue7c3\"; }\n.bp3-icon-flows::before{\n content:\"\ue659\"; }\n.bp3-icon-folder-close::before{\n content:\"\ue652\"; }\n.bp3-icon-folder-new::before{\n content:\"\ue7b0\"; }\n.bp3-icon-folder-open::before{\n content:\"\ue651\"; }\n.bp3-icon-folder-shared::before{\n content:\"\ue653\"; }\n.bp3-icon-folder-shared-open::before{\n content:\"\ue670\"; }\n.bp3-icon-follower::before{\n content:\"\ue760\"; }\n.bp3-icon-following::before{\n content:\"\ue761\"; }\n.bp3-icon-font::before{\n content:\"\ue6b4\"; }\n.bp3-icon-fork::before{\n content:\"\ue63a\"; }\n.bp3-icon-form::before{\n content:\"\ue795\"; }\n.bp3-icon-full-circle::before{\n content:\"\ue685\"; }\n.bp3-icon-full-stacked-chart::before{\n content:\"\ue75e\"; }\n.bp3-icon-fullscreen::before{\n content:\"\ue699\"; }\n.bp3-icon-function::before{\n content:\"\ue6e5\"; }\n.bp3-icon-gantt-chart::before{\n content:\"\ue6f4\"; }\n.bp3-icon-geolocation::before{\n content:\"\ue640\"; }\n.bp3-icon-geosearch::before{\n content:\"\ue613\"; }\n.bp3-icon-git-branch::before{\n content:\"\ue72a\"; }\n.bp3-icon-git-commit::before{\n content:\"\ue72b\"; }\n.bp3-icon-git-merge::before{\n content:\"\ue729\"; }\n.bp3-icon-git-new-branch::before{\n content:\"\ue749\"; }\n.bp3-icon-git-pull::before{\n content:\"\ue728\"; }\n.bp3-icon-git-push::before{\n content:\"\ue72c\"; }\n.bp3-icon-git-repo::before{\n content:\"\ue748\"; }\n.bp3-icon-glass::before{\n content:\"\ue6b1\"; }\n.bp3-icon-globe::before{\n content:\"\ue666\"; }\n.bp3-icon-globe-network::before{\n content:\"\ue7b5\"; }\n.bp3-icon-graph::before{\n content:\"\ue673\"; }\n.bp3-icon-graph-remove::before{\n content:\"\ue609\"; }\n.bp3-icon-greater-than::before{\n content:\"\ue7e1\"; }\n.bp3-icon-greater-than-or-equal-to::before{\n content:\"\ue7e2\"; }\n.bp3-icon-grid::before{\n content:\"\ue6d0\"; }\n.bp3-icon-grid-view::before{\n content:\"\ue6e4\"; }\n.bp3-icon-group-objects::before{\n content:\"\ue60a\"; }\n.bp3-icon-grouped-bar-chart::before{\n content:\"\ue75d\"; }\n.bp3-icon-hand::before{\n content:\"\ue6de\"; }\n.bp3-icon-hand-down::before{\n content:\"\ue6bb\"; }\n.bp3-icon-hand-left::before{\n content:\"\ue6bc\"; }\n.bp3-icon-hand-right::before{\n content:\"\ue6b9\"; }\n.bp3-icon-hand-up::before{\n content:\"\ue6ba\"; }\n.bp3-icon-header::before{\n content:\"\ue6b5\"; }\n.bp3-icon-header-one::before{\n content:\"\ue793\"; }\n.bp3-icon-header-two::before{\n content:\"\ue794\"; }\n.bp3-icon-headset::before{\n content:\"\ue6dc\"; }\n.bp3-icon-heart::before{\n content:\"\u2665\"; }\n.bp3-icon-heart-broken::before{\n content:\"\ue7a2\"; }\n.bp3-icon-heat-grid::before{\n content:\"\ue6f3\"; }\n.bp3-icon-heatmap::before{\n content:\"\ue614\"; }\n.bp3-icon-help::before{\n content:\"?\"; }\n.bp3-icon-helper-management::before{\n content:\"\ue66d\"; }\n.bp3-icon-highlight::before{\n content:\"\ue6ed\"; }\n.bp3-icon-history::before{\n content:\"\ue64a\"; }\n.bp3-icon-home::before{\n content:\"\u2302\"; }\n.bp3-icon-horizontal-bar-chart::before{\n content:\"\ue70c\"; }\n.bp3-icon-horizontal-bar-chart-asc::before{\n content:\"\ue75c\"; }\n.bp3-icon-horizontal-bar-chart-desc::before{\n content:\"\ue71d\"; }\n.bp3-icon-horizontal-distribution::before{\n content:\"\ue720\"; }\n.bp3-icon-id-number::before{\n content:\"\ue771\"; }\n.bp3-icon-image-rotate-left::before{\n content:\"\ue73a\"; }\n.bp3-icon-image-rotate-right::before{\n content:\"\ue73b\"; }\n.bp3-icon-import::before{\n content:\"\ue632\"; }\n.bp3-icon-inbox::before{\n content:\"\ue629\"; }\n.bp3-icon-inbox-filtered::before{\n content:\"\ue7d1\"; }\n.bp3-icon-inbox-geo::before{\n content:\"\ue7d2\"; }\n.bp3-icon-inbox-search::before{\n content:\"\ue7d3\"; }\n.bp3-icon-inbox-update::before{\n content:\"\ue7d4\"; }\n.bp3-icon-info-sign::before{\n content:\"\u2139\"; }\n.bp3-icon-inheritance::before{\n content:\"\ue7d5\"; }\n.bp3-icon-inner-join::before{\n content:\"\ue7a3\"; }\n.bp3-icon-insert::before{\n content:\"\ue66c\"; }\n.bp3-icon-intersection::before{\n content:\"\ue765\"; }\n.bp3-icon-ip-address::before{\n content:\"\ue772\"; }\n.bp3-icon-issue::before{\n content:\"\ue774\"; }\n.bp3-icon-issue-closed::before{\n content:\"\ue776\"; }\n.bp3-icon-issue-new::before{\n content:\"\ue775\"; }\n.bp3-icon-italic::before{\n content:\"\ue607\"; }\n.bp3-icon-join-table::before{\n content:\"\ue738\"; }\n.bp3-icon-key::before{\n content:\"\ue78e\"; }\n.bp3-icon-key-backspace::before{\n content:\"\ue707\"; }\n.bp3-icon-key-command::before{\n content:\"\ue705\"; }\n.bp3-icon-key-control::before{\n content:\"\ue704\"; }\n.bp3-icon-key-delete::before{\n content:\"\ue708\"; }\n.bp3-icon-key-enter::before{\n content:\"\ue70a\"; }\n.bp3-icon-key-escape::before{\n content:\"\ue709\"; }\n.bp3-icon-key-option::before{\n content:\"\ue742\"; }\n.bp3-icon-key-shift::before{\n content:\"\ue706\"; }\n.bp3-icon-key-tab::before{\n content:\"\ue757\"; }\n.bp3-icon-known-vehicle::before{\n content:\"\ue73c\"; }\n.bp3-icon-lab-test::before{\n content:\"\ue90e\"; }\n.bp3-icon-label::before{\n content:\"\ue665\"; }\n.bp3-icon-layer::before{\n content:\"\ue6cf\"; }\n.bp3-icon-layers::before{\n content:\"\ue618\"; }\n.bp3-icon-layout::before{\n content:\"\ue60c\"; }\n.bp3-icon-layout-auto::before{\n content:\"\ue60d\"; }\n.bp3-icon-layout-balloon::before{\n content:\"\ue6d3\"; }\n.bp3-icon-layout-circle::before{\n content:\"\ue60e\"; }\n.bp3-icon-layout-grid::before{\n content:\"\ue610\"; }\n.bp3-icon-layout-group-by::before{\n content:\"\ue611\"; }\n.bp3-icon-layout-hierarchy::before{\n content:\"\ue60f\"; }\n.bp3-icon-layout-linear::before{\n content:\"\ue6c3\"; }\n.bp3-icon-layout-skew-grid::before{\n content:\"\ue612\"; }\n.bp3-icon-layout-sorted-clusters::before{\n content:\"\ue6d4\"; }\n.bp3-icon-learning::before{\n content:\"\ue904\"; }\n.bp3-icon-left-join::before{\n content:\"\ue7a4\"; }\n.bp3-icon-less-than::before{\n content:\"\ue7e3\"; }\n.bp3-icon-less-than-or-equal-to::before{\n content:\"\ue7e4\"; }\n.bp3-icon-lifesaver::before{\n content:\"\ue7c7\"; }\n.bp3-icon-lightbulb::before{\n content:\"\ue6b0\"; }\n.bp3-icon-link::before{\n content:\"\ue62d\"; }\n.bp3-icon-list::before{\n content:\"\u2630\"; }\n.bp3-icon-list-columns::before{\n content:\"\ue7b9\"; }\n.bp3-icon-list-detail-view::before{\n content:\"\ue743\"; }\n.bp3-icon-locate::before{\n content:\"\ue619\"; }\n.bp3-icon-lock::before{\n content:\"\ue625\"; }\n.bp3-icon-log-in::before{\n content:\"\ue69a\"; }\n.bp3-icon-log-out::before{\n content:\"\ue64c\"; }\n.bp3-icon-manual::before{\n content:\"\ue6f6\"; }\n.bp3-icon-manually-entered-data::before{\n content:\"\ue74a\"; }\n.bp3-icon-map::before{\n content:\"\ue662\"; }\n.bp3-icon-map-create::before{\n content:\"\ue741\"; }\n.bp3-icon-map-marker::before{\n content:\"\ue67d\"; }\n.bp3-icon-maximize::before{\n content:\"\ue635\"; }\n.bp3-icon-media::before{\n content:\"\ue62c\"; }\n.bp3-icon-menu::before{\n content:\"\ue762\"; }\n.bp3-icon-menu-closed::before{\n content:\"\ue655\"; }\n.bp3-icon-menu-open::before{\n content:\"\ue654\"; }\n.bp3-icon-merge-columns::before{\n content:\"\ue74f\"; }\n.bp3-icon-merge-links::before{\n content:\"\ue60b\"; }\n.bp3-icon-minimize::before{\n content:\"\ue634\"; }\n.bp3-icon-minus::before{\n content:\"\u2212\"; }\n.bp3-icon-mobile-phone::before{\n content:\"\ue717\"; }\n.bp3-icon-mobile-video::before{\n content:\"\ue69f\"; }\n.bp3-icon-moon::before{\n content:\"\ue754\"; }\n.bp3-icon-more::before{\n content:\"\ue62a\"; }\n.bp3-icon-mountain::before{\n content:\"\ue7b1\"; }\n.bp3-icon-move::before{\n content:\"\ue693\"; }\n.bp3-icon-mugshot::before{\n content:\"\ue6db\"; }\n.bp3-icon-multi-select::before{\n content:\"\ue680\"; }\n.bp3-icon-music::before{\n content:\"\ue6a6\"; }\n.bp3-icon-new-drawing::before{\n content:\"\ue905\"; }\n.bp3-icon-new-grid-item::before{\n content:\"\ue747\"; }\n.bp3-icon-new-layer::before{\n content:\"\ue902\"; }\n.bp3-icon-new-layers::before{\n content:\"\ue903\"; }\n.bp3-icon-new-link::before{\n content:\"\ue65c\"; }\n.bp3-icon-new-object::before{\n content:\"\ue65d\"; }\n.bp3-icon-new-person::before{\n content:\"\ue6e9\"; }\n.bp3-icon-new-prescription::before{\n content:\"\ue78b\"; }\n.bp3-icon-new-text-box::before{\n content:\"\ue65b\"; }\n.bp3-icon-ninja::before{\n content:\"\ue675\"; }\n.bp3-icon-not-equal-to::before{\n content:\"\ue7e0\"; }\n.bp3-icon-notifications::before{\n content:\"\ue624\"; }\n.bp3-icon-notifications-updated::before{\n content:\"\ue7b8\"; }\n.bp3-icon-numbered-list::before{\n content:\"\ue746\"; }\n.bp3-icon-numerical::before{\n content:\"\ue756\"; }\n.bp3-icon-office::before{\n content:\"\ue69b\"; }\n.bp3-icon-offline::before{\n content:\"\ue67a\"; }\n.bp3-icon-oil-field::before{\n content:\"\ue73f\"; }\n.bp3-icon-one-column::before{\n content:\"\ue658\"; }\n.bp3-icon-outdated::before{\n content:\"\ue7a8\"; }\n.bp3-icon-page-layout::before{\n content:\"\ue660\"; }\n.bp3-icon-panel-stats::before{\n content:\"\ue777\"; }\n.bp3-icon-panel-table::before{\n content:\"\ue778\"; }\n.bp3-icon-paperclip::before{\n content:\"\ue664\"; }\n.bp3-icon-paragraph::before{\n content:\"\ue76c\"; }\n.bp3-icon-path::before{\n content:\"\ue753\"; }\n.bp3-icon-path-search::before{\n content:\"\ue65e\"; }\n.bp3-icon-pause::before{\n content:\"\ue6a9\"; }\n.bp3-icon-people::before{\n content:\"\ue63d\"; }\n.bp3-icon-percentage::before{\n content:\"\ue76a\"; }\n.bp3-icon-person::before{\n content:\"\ue63c\"; }\n.bp3-icon-phone::before{\n content:\"\u260e\"; }\n.bp3-icon-pie-chart::before{\n content:\"\ue684\"; }\n.bp3-icon-pin::before{\n content:\"\ue646\"; }\n.bp3-icon-pivot::before{\n content:\"\ue6f1\"; }\n.bp3-icon-pivot-table::before{\n content:\"\ue6eb\"; }\n.bp3-icon-play::before{\n content:\"\ue6ab\"; }\n.bp3-icon-plus::before{\n content:\"+\"; }\n.bp3-icon-polygon-filter::before{\n content:\"\ue6d1\"; }\n.bp3-icon-power::before{\n content:\"\ue6d9\"; }\n.bp3-icon-predictive-analysis::before{\n content:\"\ue617\"; }\n.bp3-icon-prescription::before{\n content:\"\ue78a\"; }\n.bp3-icon-presentation::before{\n content:\"\ue687\"; }\n.bp3-icon-print::before{\n content:\"\u2399\"; }\n.bp3-icon-projects::before{\n content:\"\ue622\"; }\n.bp3-icon-properties::before{\n content:\"\ue631\"; }\n.bp3-icon-property::before{\n content:\"\ue65a\"; }\n.bp3-icon-publish-function::before{\n content:\"\ue752\"; }\n.bp3-icon-pulse::before{\n content:\"\ue6e8\"; }\n.bp3-icon-random::before{\n content:\"\ue698\"; }\n.bp3-icon-record::before{\n content:\"\ue6ae\"; }\n.bp3-icon-redo::before{\n content:\"\ue6c4\"; }\n.bp3-icon-refresh::before{\n content:\"\ue643\"; }\n.bp3-icon-regression-chart::before{\n content:\"\ue758\"; }\n.bp3-icon-remove::before{\n content:\"\ue63f\"; }\n.bp3-icon-remove-column::before{\n content:\"\ue755\"; }\n.bp3-icon-remove-column-left::before{\n content:\"\ue6fd\"; }\n.bp3-icon-remove-column-right::before{\n content:\"\ue6fe\"; }\n.bp3-icon-remove-row-bottom::before{\n content:\"\ue6fc\"; }\n.bp3-icon-remove-row-top::before{\n content:\"\ue6fb\"; }\n.bp3-icon-repeat::before{\n content:\"\ue692\"; }\n.bp3-icon-reset::before{\n content:\"\ue7d6\"; }\n.bp3-icon-resolve::before{\n content:\"\ue672\"; }\n.bp3-icon-rig::before{\n content:\"\ue740\"; }\n.bp3-icon-right-join::before{\n content:\"\ue7a5\"; }\n.bp3-icon-ring::before{\n content:\"\ue6f2\"; }\n.bp3-icon-rotate-document::before{\n content:\"\ue6e1\"; }\n.bp3-icon-rotate-page::before{\n content:\"\ue6e2\"; }\n.bp3-icon-satellite::before{\n content:\"\ue76b\"; }\n.bp3-icon-saved::before{\n content:\"\ue6b6\"; }\n.bp3-icon-scatter-plot::before{\n content:\"\ue73e\"; }\n.bp3-icon-search::before{\n content:\"\ue64b\"; }\n.bp3-icon-search-around::before{\n content:\"\ue608\"; }\n.bp3-icon-search-template::before{\n content:\"\ue628\"; }\n.bp3-icon-search-text::before{\n content:\"\ue663\"; }\n.bp3-icon-segmented-control::before{\n content:\"\ue6ec\"; }\n.bp3-icon-select::before{\n content:\"\ue616\"; }\n.bp3-icon-selection::before{\n content:\"\u29bf\"; }\n.bp3-icon-send-to::before{\n content:\"\ue66e\"; }\n.bp3-icon-send-to-graph::before{\n content:\"\ue736\"; }\n.bp3-icon-send-to-map::before{\n content:\"\ue737\"; }\n.bp3-icon-series-add::before{\n content:\"\ue796\"; }\n.bp3-icon-series-configuration::before{\n content:\"\ue79a\"; }\n.bp3-icon-series-derived::before{\n content:\"\ue799\"; }\n.bp3-icon-series-filtered::before{\n content:\"\ue798\"; }\n.bp3-icon-series-search::before{\n content:\"\ue797\"; }\n.bp3-icon-settings::before{\n content:\"\ue6a2\"; }\n.bp3-icon-share::before{\n content:\"\ue62e\"; }\n.bp3-icon-shield::before{\n content:\"\ue7b2\"; }\n.bp3-icon-shop::before{\n content:\"\ue6c2\"; }\n.bp3-icon-shopping-cart::before{\n content:\"\ue6c1\"; }\n.bp3-icon-signal-search::before{\n content:\"\ue909\"; }\n.bp3-icon-sim-card::before{\n content:\"\ue718\"; }\n.bp3-icon-slash::before{\n content:\"\ue769\"; }\n.bp3-icon-small-cross::before{\n content:\"\ue6d7\"; }\n.bp3-icon-small-minus::before{\n content:\"\ue70e\"; }\n.bp3-icon-small-plus::before{\n content:\"\ue70d\"; }\n.bp3-icon-small-tick::before{\n content:\"\ue6d8\"; }\n.bp3-icon-snowflake::before{\n content:\"\ue7b6\"; }\n.bp3-icon-social-media::before{\n content:\"\ue671\"; }\n.bp3-icon-sort::before{\n content:\"\ue64f\"; }\n.bp3-icon-sort-alphabetical::before{\n content:\"\ue64d\"; }\n.bp3-icon-sort-alphabetical-desc::before{\n content:\"\ue6c8\"; }\n.bp3-icon-sort-asc::before{\n content:\"\ue6d5\"; }\n.bp3-icon-sort-desc::before{\n content:\"\ue6d6\"; }\n.bp3-icon-sort-numerical::before{\n content:\"\ue64e\"; }\n.bp3-icon-sort-numerical-desc::before{\n content:\"\ue6c9\"; }\n.bp3-icon-split-columns::before{\n content:\"\ue750\"; }\n.bp3-icon-square::before{\n content:\"\ue686\"; }\n.bp3-icon-stacked-chart::before{\n content:\"\ue6e7\"; }\n.bp3-icon-star::before{\n content:\"\u2605\"; }\n.bp3-icon-star-empty::before{\n content:\"\u2606\"; }\n.bp3-icon-step-backward::before{\n content:\"\ue6a7\"; }\n.bp3-icon-step-chart::before{\n content:\"\ue70f\"; }\n.bp3-icon-step-forward::before{\n content:\"\ue6ad\"; }\n.bp3-icon-stop::before{\n content:\"\ue6aa\"; }\n.bp3-icon-stopwatch::before{\n content:\"\ue901\"; }\n.bp3-icon-strikethrough::before{\n content:\"\ue7a6\"; }\n.bp3-icon-style::before{\n content:\"\ue601\"; }\n.bp3-icon-swap-horizontal::before{\n content:\"\ue745\"; }\n.bp3-icon-swap-vertical::before{\n content:\"\ue744\"; }\n.bp3-icon-symbol-circle::before{\n content:\"\ue72e\"; }\n.bp3-icon-symbol-cross::before{\n content:\"\ue731\"; }\n.bp3-icon-symbol-diamond::before{\n content:\"\ue730\"; }\n.bp3-icon-symbol-square::before{\n content:\"\ue72f\"; }\n.bp3-icon-symbol-triangle-down::before{\n content:\"\ue733\"; }\n.bp3-icon-symbol-triangle-up::before{\n content:\"\ue732\"; }\n.bp3-icon-tag::before{\n content:\"\ue61c\"; }\n.bp3-icon-take-action::before{\n content:\"\ue6ca\"; }\n.bp3-icon-taxi::before{\n content:\"\ue79e\"; }\n.bp3-icon-text-highlight::before{\n content:\"\ue6dd\"; }\n.bp3-icon-th::before{\n content:\"\ue667\"; }\n.bp3-icon-th-derived::before{\n content:\"\ue669\"; }\n.bp3-icon-th-disconnect::before{\n content:\"\ue7d8\"; }\n.bp3-icon-th-filtered::before{\n content:\"\ue7c6\"; }\n.bp3-icon-th-list::before{\n content:\"\ue668\"; }\n.bp3-icon-thumbs-down::before{\n content:\"\ue6be\"; }\n.bp3-icon-thumbs-up::before{\n content:\"\ue6bd\"; }\n.bp3-icon-tick::before{\n content:\"\u2713\"; }\n.bp3-icon-tick-circle::before{\n content:\"\ue779\"; }\n.bp3-icon-time::before{\n content:\"\u23f2\"; }\n.bp3-icon-timeline-area-chart::before{\n content:\"\ue6cd\"; }\n.bp3-icon-timeline-bar-chart::before{\n content:\"\ue620\"; }\n.bp3-icon-timeline-events::before{\n content:\"\ue61e\"; }\n.bp3-icon-timeline-line-chart::before{\n content:\"\ue61f\"; }\n.bp3-icon-tint::before{\n content:\"\ue6b2\"; }\n.bp3-icon-torch::before{\n content:\"\ue677\"; }\n.bp3-icon-tractor::before{\n content:\"\ue90c\"; }\n.bp3-icon-train::before{\n content:\"\ue79f\"; }\n.bp3-icon-translate::before{\n content:\"\ue759\"; }\n.bp3-icon-trash::before{\n content:\"\ue63b\"; }\n.bp3-icon-tree::before{\n content:\"\ue7b7\"; }\n.bp3-icon-trending-down::before{\n content:\"\ue71a\"; }\n.bp3-icon-trending-up::before{\n content:\"\ue719\"; }\n.bp3-icon-truck::before{\n content:\"\ue90b\"; }\n.bp3-icon-two-columns::before{\n content:\"\ue657\"; }\n.bp3-icon-unarchive::before{\n content:\"\ue906\"; }\n.bp3-icon-underline::before{\n content:\"\u2381\"; }\n.bp3-icon-undo::before{\n content:\"\u238c\"; }\n.bp3-icon-ungroup-objects::before{\n content:\"\ue688\"; }\n.bp3-icon-unknown-vehicle::before{\n content:\"\ue73d\"; }\n.bp3-icon-unlock::before{\n content:\"\ue626\"; }\n.bp3-icon-unpin::before{\n content:\"\ue650\"; }\n.bp3-icon-unresolve::before{\n content:\"\ue679\"; }\n.bp3-icon-updated::before{\n content:\"\ue7a7\"; }\n.bp3-icon-upload::before{\n content:\"\ue68f\"; }\n.bp3-icon-user::before{\n content:\"\ue627\"; }\n.bp3-icon-variable::before{\n content:\"\ue6f5\"; }\n.bp3-icon-vertical-bar-chart-asc::before{\n content:\"\ue75b\"; }\n.bp3-icon-vertical-bar-chart-desc::before{\n content:\"\ue71c\"; }\n.bp3-icon-vertical-distribution::before{\n content:\"\ue721\"; }\n.bp3-icon-video::before{\n content:\"\ue6a0\"; }\n.bp3-icon-volume-down::before{\n content:\"\ue6a4\"; }\n.bp3-icon-volume-off::before{\n content:\"\ue6a3\"; }\n.bp3-icon-volume-up::before{\n content:\"\ue6a5\"; }\n.bp3-icon-walk::before{\n content:\"\ue79d\"; }\n.bp3-icon-warning-sign::before{\n content:\"\ue647\"; }\n.bp3-icon-waterfall-chart::before{\n content:\"\ue6e6\"; }\n.bp3-icon-widget::before{\n content:\"\ue678\"; }\n.bp3-icon-widget-button::before{\n content:\"\ue790\"; }\n.bp3-icon-widget-footer::before{\n content:\"\ue792\"; }\n.bp3-icon-widget-header::before{\n content:\"\ue791\"; }\n.bp3-icon-wrench::before{\n content:\"\ue734\"; }\n.bp3-icon-zoom-in::before{\n content:\"\ue641\"; }\n.bp3-icon-zoom-out::before{\n content:\"\ue642\"; }\n.bp3-icon-zoom-to-fit::before{\n content:\"\ue67b\"; }\n.bp3-submenu > .bp3-popover-wrapper{\n display:block; }\n.bp3-submenu .bp3-popover-target{\n display:block; }\n .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-menu-item{ }\n.bp3-submenu.bp3-popover{\n -webkit-box-shadow:none;\n box-shadow:none;\n padding:0 5px; }\n .bp3-submenu.bp3-popover > .bp3-popover-content{\n -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);\n 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); }\n .bp3-dark .bp3-submenu.bp3-popover, .bp3-submenu.bp3-popover.bp3-dark{\n -webkit-box-shadow:none;\n box-shadow:none; }\n .bp3-dark .bp3-submenu.bp3-popover > .bp3-popover-content, .bp3-submenu.bp3-popover.bp3-dark > .bp3-popover-content{\n -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);\n 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); }\n.bp3-menu{\n background:#ffffff;\n border-radius:3px;\n color:#182026;\n list-style:none;\n margin:0;\n min-width:180px;\n padding:5px;\n text-align:left; }\n.bp3-menu-divider{\n border-top:1px solid rgba(16, 22, 26, 0.15);\n display:block;\n margin:5px; }\n .bp3-dark .bp3-menu-divider{\n border-top-color:rgba(255, 255, 255, 0.15); }\n.bp3-menu-item{\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex;\n -webkit-box-orient:horizontal;\n -webkit-box-direction:normal;\n -ms-flex-direction:row;\n flex-direction:row;\n -webkit-box-align:start;\n -ms-flex-align:start;\n align-items:flex-start;\n border-radius:2px;\n color:inherit;\n line-height:20px;\n padding:5px 7px;\n text-decoration:none;\n -webkit-user-select:none;\n -moz-user-select:none;\n -ms-user-select:none;\n user-select:none; }\n .bp3-menu-item > *{\n -webkit-box-flex:0;\n -ms-flex-positive:0;\n flex-grow:0;\n -ms-flex-negative:0;\n flex-shrink:0; }\n .bp3-menu-item > .bp3-fill{\n -webkit-box-flex:1;\n -ms-flex-positive:1;\n flex-grow:1;\n -ms-flex-negative:1;\n flex-shrink:1; }\n .bp3-menu-item::before,\n .bp3-menu-item > *{\n margin-right:7px; }\n .bp3-menu-item:empty::before,\n .bp3-menu-item > :last-child{\n margin-right:0; }\n .bp3-menu-item > .bp3-fill{\n word-break:break-word; }\n .bp3-menu-item:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-menu-item{\n background-color:rgba(167, 182, 194, 0.3);\n cursor:pointer;\n text-decoration:none; }\n .bp3-menu-item.bp3-disabled{\n background-color:inherit;\n color:rgba(92, 112, 128, 0.6);\n cursor:not-allowed; }\n .bp3-dark .bp3-menu-item{\n color:inherit; }\n .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{\n background-color:rgba(138, 155, 168, 0.15);\n color:inherit; }\n .bp3-dark .bp3-menu-item.bp3-disabled{\n background-color:inherit;\n color:rgba(167, 182, 194, 0.6); }\n .bp3-menu-item.bp3-intent-primary{\n color:#106ba3; }\n .bp3-menu-item.bp3-intent-primary .bp3-icon{\n color:inherit; }\n .bp3-menu-item.bp3-intent-primary::before, .bp3-menu-item.bp3-intent-primary::after,\n .bp3-menu-item.bp3-intent-primary .bp3-menu-item-label{\n color:#106ba3; }\n .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{\n background-color:#137cbd; }\n .bp3-menu-item.bp3-intent-primary:active{\n background-color:#106ba3; }\n .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,\n .bp3-menu-item.bp3-intent-primary:hover .bp3-menu-item-label,\n .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,\n .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,\n .bp3-menu-item.bp3-intent-primary.bp3-active .bp3-menu-item-label{\n color:#ffffff; }\n .bp3-menu-item.bp3-intent-success{\n color:#0d8050; }\n .bp3-menu-item.bp3-intent-success .bp3-icon{\n color:inherit; }\n .bp3-menu-item.bp3-intent-success::before, .bp3-menu-item.bp3-intent-success::after,\n .bp3-menu-item.bp3-intent-success .bp3-menu-item-label{\n color:#0d8050; }\n .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{\n background-color:#0f9960; }\n .bp3-menu-item.bp3-intent-success:active{\n background-color:#0d8050; }\n .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,\n .bp3-menu-item.bp3-intent-success:hover .bp3-menu-item-label,\n .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,\n .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,\n .bp3-menu-item.bp3-intent-success.bp3-active .bp3-menu-item-label{\n color:#ffffff; }\n .bp3-menu-item.bp3-intent-warning{\n color:#bf7326; }\n .bp3-menu-item.bp3-intent-warning .bp3-icon{\n color:inherit; }\n .bp3-menu-item.bp3-intent-warning::before, .bp3-menu-item.bp3-intent-warning::after,\n .bp3-menu-item.bp3-intent-warning .bp3-menu-item-label{\n color:#bf7326; }\n .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{\n background-color:#d9822b; }\n .bp3-menu-item.bp3-intent-warning:active{\n background-color:#bf7326; }\n .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,\n .bp3-menu-item.bp3-intent-warning:hover .bp3-menu-item-label,\n .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,\n .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,\n .bp3-menu-item.bp3-intent-warning.bp3-active .bp3-menu-item-label{\n color:#ffffff; }\n .bp3-menu-item.bp3-intent-danger{\n color:#c23030; }\n .bp3-menu-item.bp3-intent-danger .bp3-icon{\n color:inherit; }\n .bp3-menu-item.bp3-intent-danger::before, .bp3-menu-item.bp3-intent-danger::after,\n .bp3-menu-item.bp3-intent-danger .bp3-menu-item-label{\n color:#c23030; }\n .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{\n background-color:#db3737; }\n .bp3-menu-item.bp3-intent-danger:active{\n background-color:#c23030; }\n .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,\n .bp3-menu-item.bp3-intent-danger:hover .bp3-menu-item-label,\n .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,\n .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,\n .bp3-menu-item.bp3-intent-danger.bp3-active .bp3-menu-item-label{\n color:#ffffff; }\n .bp3-menu-item::before{\n font-family:\"Icons16\", sans-serif;\n font-size:16px;\n font-style:normal;\n font-weight:400;\n line-height:1;\n -moz-osx-font-smoothing:grayscale;\n -webkit-font-smoothing:antialiased;\n margin-right:7px; }\n .bp3-menu-item::before,\n .bp3-menu-item > .bp3-icon{\n color:#5c7080;\n margin-top:2px; }\n .bp3-menu-item .bp3-menu-item-label{\n color:#5c7080; }\n .bp3-menu-item:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-menu-item{\n color:inherit; }\n .bp3-menu-item.bp3-active, .bp3-menu-item:active{\n background-color:rgba(115, 134, 148, 0.3); }\n .bp3-menu-item.bp3-disabled{\n background-color:inherit !important;\n color:rgba(92, 112, 128, 0.6) !important;\n cursor:not-allowed !important;\n outline:none !important; }\n .bp3-menu-item.bp3-disabled::before,\n .bp3-menu-item.bp3-disabled > .bp3-icon,\n .bp3-menu-item.bp3-disabled .bp3-menu-item-label{\n color:rgba(92, 112, 128, 0.6) !important; }\n .bp3-large .bp3-menu-item{\n font-size:16px;\n line-height:22px;\n padding:9px 7px; }\n .bp3-large .bp3-menu-item .bp3-icon{\n margin-top:3px; }\n .bp3-large .bp3-menu-item::before{\n font-family:\"Icons20\", sans-serif;\n font-size:20px;\n font-style:normal;\n font-weight:400;\n line-height:1;\n -moz-osx-font-smoothing:grayscale;\n -webkit-font-smoothing:antialiased;\n margin-right:10px;\n margin-top:1px; }\nbutton.bp3-menu-item{\n background:none;\n border:none;\n text-align:left;\n width:100%; }\n.bp3-menu-header{\n border-top:1px solid rgba(16, 22, 26, 0.15);\n display:block;\n margin:5px;\n cursor:default;\n padding-left:2px; }\n .bp3-dark .bp3-menu-header{\n border-top-color:rgba(255, 255, 255, 0.15); }\n .bp3-menu-header:first-of-type{\n border-top:none; }\n .bp3-menu-header > h6{\n color:#182026;\n font-weight:600;\n overflow:hidden;\n text-overflow:ellipsis;\n white-space:nowrap;\n word-wrap:normal;\n line-height:17px;\n margin:0;\n padding:10px 7px 0 1px; }\n .bp3-dark .bp3-menu-header > h6{\n color:#f5f8fa; }\n .bp3-menu-header:first-of-type > h6{\n padding-top:0; }\n .bp3-large .bp3-menu-header > h6{\n font-size:18px;\n padding-bottom:5px;\n padding-top:15px; }\n .bp3-large .bp3-menu-header:first-of-type > h6{\n padding-top:0; }\n.bp3-dark .bp3-menu{\n background:#30404d;\n color:#f5f8fa; }\n.bp3-dark .bp3-menu-item{ }\n .bp3-dark .bp3-menu-item.bp3-intent-primary{\n color:#48aff0; }\n .bp3-dark .bp3-menu-item.bp3-intent-primary .bp3-icon{\n color:inherit; }\n .bp3-dark .bp3-menu-item.bp3-intent-primary::before, .bp3-dark .bp3-menu-item.bp3-intent-primary::after,\n .bp3-dark .bp3-menu-item.bp3-intent-primary .bp3-menu-item-label{\n color:#48aff0; }\n .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{\n background-color:#137cbd; }\n .bp3-dark .bp3-menu-item.bp3-intent-primary:active{\n background-color:#106ba3; }\n .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,\n .bp3-dark .bp3-menu-item.bp3-intent-primary:hover .bp3-menu-item-label,\n .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item .bp3-menu-item-label,\n .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,\n .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,\n .bp3-dark .bp3-menu-item.bp3-intent-primary.bp3-active .bp3-menu-item-label{\n color:#ffffff; }\n .bp3-dark .bp3-menu-item.bp3-intent-success{\n color:#3dcc91; }\n .bp3-dark .bp3-menu-item.bp3-intent-success .bp3-icon{\n color:inherit; }\n .bp3-dark .bp3-menu-item.bp3-intent-success::before, .bp3-dark .bp3-menu-item.bp3-intent-success::after,\n .bp3-dark .bp3-menu-item.bp3-intent-success .bp3-menu-item-label{\n color:#3dcc91; }\n .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{\n background-color:#0f9960; }\n .bp3-dark .bp3-menu-item.bp3-intent-success:active{\n background-color:#0d8050; }\n .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,\n .bp3-dark .bp3-menu-item.bp3-intent-success:hover .bp3-menu-item-label,\n .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item .bp3-menu-item-label,\n .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,\n .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,\n .bp3-dark .bp3-menu-item.bp3-intent-success.bp3-active .bp3-menu-item-label{\n color:#ffffff; }\n .bp3-dark .bp3-menu-item.bp3-intent-warning{\n color:#ffb366; }\n .bp3-dark .bp3-menu-item.bp3-intent-warning .bp3-icon{\n color:inherit; }\n .bp3-dark .bp3-menu-item.bp3-intent-warning::before, .bp3-dark .bp3-menu-item.bp3-intent-warning::after,\n .bp3-dark .bp3-menu-item.bp3-intent-warning .bp3-menu-item-label{\n color:#ffb366; }\n .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{\n background-color:#d9822b; }\n .bp3-dark .bp3-menu-item.bp3-intent-warning:active{\n background-color:#bf7326; }\n .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,\n .bp3-dark .bp3-menu-item.bp3-intent-warning:hover .bp3-menu-item-label,\n .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item .bp3-menu-item-label,\n .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,\n .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,\n .bp3-dark .bp3-menu-item.bp3-intent-warning.bp3-active .bp3-menu-item-label{\n color:#ffffff; }\n .bp3-dark .bp3-menu-item.bp3-intent-danger{\n color:#ff7373; }\n .bp3-dark .bp3-menu-item.bp3-intent-danger .bp3-icon{\n color:inherit; }\n .bp3-dark .bp3-menu-item.bp3-intent-danger::before, .bp3-dark .bp3-menu-item.bp3-intent-danger::after,\n .bp3-dark .bp3-menu-item.bp3-intent-danger .bp3-menu-item-label{\n color:#ff7373; }\n .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{\n background-color:#db3737; }\n .bp3-dark .bp3-menu-item.bp3-intent-danger:active{\n background-color:#c23030; }\n .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,\n .bp3-dark .bp3-menu-item.bp3-intent-danger:hover .bp3-menu-item-label,\n .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item .bp3-menu-item-label,\n .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,\n .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,\n .bp3-dark .bp3-menu-item.bp3-intent-danger.bp3-active .bp3-menu-item-label{\n color:#ffffff; }\n .bp3-dark .bp3-menu-item::before,\n .bp3-dark .bp3-menu-item > .bp3-icon{\n color:#a7b6c2; }\n .bp3-dark .bp3-menu-item .bp3-menu-item-label{\n color:#a7b6c2; }\n .bp3-dark .bp3-menu-item.bp3-active, .bp3-dark .bp3-menu-item:active{\n background-color:rgba(138, 155, 168, 0.3); }\n .bp3-dark .bp3-menu-item.bp3-disabled{\n color:rgba(167, 182, 194, 0.6) !important; }\n .bp3-dark .bp3-menu-item.bp3-disabled::before,\n .bp3-dark .bp3-menu-item.bp3-disabled > .bp3-icon,\n .bp3-dark .bp3-menu-item.bp3-disabled .bp3-menu-item-label{\n color:rgba(167, 182, 194, 0.6) !important; }\n.bp3-dark .bp3-menu-divider,\n.bp3-dark .bp3-menu-header{\n border-color:rgba(255, 255, 255, 0.15); }\n.bp3-dark .bp3-menu-header > h6{\n color:#f5f8fa; }\n.bp3-label .bp3-menu{\n margin-top:5px; }\n.bp3-navbar{\n background-color:#ffffff;\n -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);\n 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);\n height:50px;\n padding:0 15px;\n position:relative;\n width:100%;\n z-index:10; }\n .bp3-navbar.bp3-dark,\n .bp3-dark .bp3-navbar{\n background-color:#394b59; }\n .bp3-navbar.bp3-dark{\n -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);\n 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); }\n .bp3-dark .bp3-navbar{\n -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);\n 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); }\n .bp3-navbar.bp3-fixed-top{\n left:0;\n position:fixed;\n right:0;\n top:0; }\n.bp3-navbar-heading{\n font-size:16px;\n margin-right:15px; }\n.bp3-navbar-group{\n -webkit-box-align:center;\n -ms-flex-align:center;\n align-items:center;\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex;\n height:50px; }\n .bp3-navbar-group.bp3-align-left{\n float:left; }\n .bp3-navbar-group.bp3-align-right{\n float:right; }\n.bp3-navbar-divider{\n border-left:1px solid rgba(16, 22, 26, 0.15);\n height:20px;\n margin:0 10px; }\n .bp3-dark .bp3-navbar-divider{\n border-left-color:rgba(255, 255, 255, 0.15); }\n.bp3-non-ideal-state{\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex;\n -webkit-box-orient:vertical;\n -webkit-box-direction:normal;\n -ms-flex-direction:column;\n flex-direction:column;\n -webkit-box-align:center;\n -ms-flex-align:center;\n align-items:center;\n height:100%;\n -webkit-box-pack:center;\n -ms-flex-pack:center;\n justify-content:center;\n text-align:center;\n width:100%; }\n .bp3-non-ideal-state > *{\n -webkit-box-flex:0;\n -ms-flex-positive:0;\n flex-grow:0;\n -ms-flex-negative:0;\n flex-shrink:0; }\n .bp3-non-ideal-state > .bp3-fill{\n -webkit-box-flex:1;\n -ms-flex-positive:1;\n flex-grow:1;\n -ms-flex-negative:1;\n flex-shrink:1; }\n .bp3-non-ideal-state::before,\n .bp3-non-ideal-state > *{\n margin-bottom:20px; }\n .bp3-non-ideal-state:empty::before,\n .bp3-non-ideal-state > :last-child{\n margin-bottom:0; }\n .bp3-non-ideal-state > *{\n max-width:400px; }\n.bp3-non-ideal-state-visual{\n color:rgba(92, 112, 128, 0.6);\n font-size:60px; }\n .bp3-dark .bp3-non-ideal-state-visual{\n color:rgba(167, 182, 194, 0.6); }\n.bp3-overflow-list{\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex;\n -ms-flex-wrap:nowrap;\n flex-wrap:nowrap;\n min-width:0; }\n.bp3-overflow-list-spacer{\n -ms-flex-negative:1;\n flex-shrink:1;\n width:1px; }\nbody.bp3-overlay-open{\n overflow:hidden; }\n.bp3-overlay{\n bottom:0;\n left:0;\n position:static;\n right:0;\n top:0;\n z-index:20; }\n .bp3-overlay:not(.bp3-overlay-open){\n pointer-events:none; }\n .bp3-overlay.bp3-overlay-container{\n overflow:hidden;\n position:fixed; }\n .bp3-overlay.bp3-overlay-container.bp3-overlay-inline{\n position:absolute; }\n .bp3-overlay.bp3-overlay-scroll-container{\n overflow:auto;\n position:fixed; }\n .bp3-overlay.bp3-overlay-scroll-container.bp3-overlay-inline{\n position:absolute; }\n .bp3-overlay.bp3-overlay-inline{\n display:inline;\n overflow:visible; }\n.bp3-overlay-content{\n position:fixed;\n z-index:20; }\n .bp3-overlay-inline .bp3-overlay-content,\n .bp3-overlay-scroll-container .bp3-overlay-content{\n position:absolute; }\n.bp3-overlay-backdrop{\n bottom:0;\n left:0;\n position:fixed;\n right:0;\n top:0;\n opacity:1;\n background-color:rgba(16, 22, 26, 0.7);\n overflow:auto;\n -webkit-user-select:none;\n -moz-user-select:none;\n -ms-user-select:none;\n user-select:none;\n z-index:20; }\n .bp3-overlay-backdrop.bp3-overlay-enter, .bp3-overlay-backdrop.bp3-overlay-appear{\n opacity:0; }\n .bp3-overlay-backdrop.bp3-overlay-enter-active, .bp3-overlay-backdrop.bp3-overlay-appear-active{\n opacity:1;\n -webkit-transition-delay:0;\n transition-delay:0;\n -webkit-transition-duration:200ms;\n transition-duration:200ms;\n -webkit-transition-property:opacity;\n transition-property:opacity;\n -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);\n transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }\n .bp3-overlay-backdrop.bp3-overlay-exit{\n opacity:1; }\n .bp3-overlay-backdrop.bp3-overlay-exit-active{\n opacity:0;\n -webkit-transition-delay:0;\n transition-delay:0;\n -webkit-transition-duration:200ms;\n transition-duration:200ms;\n -webkit-transition-property:opacity;\n transition-property:opacity;\n -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);\n transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }\n .bp3-overlay-backdrop:focus{\n outline:none; }\n .bp3-overlay-inline .bp3-overlay-backdrop{\n position:absolute; }\n.bp3-panel-stack{\n overflow:hidden;\n position:relative; }\n.bp3-panel-stack-header{\n -webkit-box-align:center;\n -ms-flex-align:center;\n align-items:center;\n -webkit-box-shadow:0 1px rgba(16, 22, 26, 0.15);\n box-shadow:0 1px rgba(16, 22, 26, 0.15);\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex;\n -ms-flex-negative:0;\n flex-shrink:0;\n height:30px;\n z-index:1; }\n .bp3-dark .bp3-panel-stack-header{\n -webkit-box-shadow:0 1px rgba(255, 255, 255, 0.15);\n box-shadow:0 1px rgba(255, 255, 255, 0.15); }\n .bp3-panel-stack-header > span{\n -webkit-box-align:stretch;\n -ms-flex-align:stretch;\n align-items:stretch;\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex;\n -webkit-box-flex:1;\n -ms-flex:1;\n flex:1; }\n .bp3-panel-stack-header .bp3-heading{\n margin:0 5px; }\n.bp3-button.bp3-panel-stack-header-back{\n margin-left:5px;\n padding-left:0;\n white-space:nowrap; }\n .bp3-button.bp3-panel-stack-header-back .bp3-icon{\n margin:0 2px; }\n.bp3-panel-stack-view{\n bottom:0;\n left:0;\n position:absolute;\n right:0;\n top:0;\n background-color:#ffffff;\n border-right:1px solid rgba(16, 22, 26, 0.15);\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex;\n -webkit-box-orient:vertical;\n -webkit-box-direction:normal;\n -ms-flex-direction:column;\n flex-direction:column;\n margin-right:-1px;\n overflow-y:auto;\n z-index:1; }\n .bp3-dark .bp3-panel-stack-view{\n background-color:#30404d; }\n .bp3-panel-stack-view:nth-last-child(n + 4){\n display:none; }\n.bp3-panel-stack-push .bp3-panel-stack-enter, .bp3-panel-stack-push .bp3-panel-stack-appear{\n -webkit-transform:translateX(100%);\n transform:translateX(100%);\n opacity:0; }\n.bp3-panel-stack-push .bp3-panel-stack-enter-active, .bp3-panel-stack-push .bp3-panel-stack-appear-active{\n -webkit-transform:translate(0%);\n transform:translate(0%);\n opacity:1;\n -webkit-transition-delay:0;\n transition-delay:0;\n -webkit-transition-duration:400ms;\n transition-duration:400ms;\n -webkit-transition-property:opacity, -webkit-transform;\n transition-property:opacity, -webkit-transform;\n transition-property:transform, opacity;\n transition-property:transform, opacity, -webkit-transform;\n -webkit-transition-timing-function:ease;\n transition-timing-function:ease; }\n.bp3-panel-stack-push .bp3-panel-stack-exit{\n -webkit-transform:translate(0%);\n transform:translate(0%);\n opacity:1; }\n.bp3-panel-stack-push .bp3-panel-stack-exit-active{\n -webkit-transform:translateX(-50%);\n transform:translateX(-50%);\n opacity:0;\n -webkit-transition-delay:0;\n transition-delay:0;\n -webkit-transition-duration:400ms;\n transition-duration:400ms;\n -webkit-transition-property:opacity, -webkit-transform;\n transition-property:opacity, -webkit-transform;\n transition-property:transform, opacity;\n transition-property:transform, opacity, -webkit-transform;\n -webkit-transition-timing-function:ease;\n transition-timing-function:ease; }\n.bp3-panel-stack-pop .bp3-panel-stack-enter, .bp3-panel-stack-pop .bp3-panel-stack-appear{\n -webkit-transform:translateX(-50%);\n transform:translateX(-50%);\n opacity:0; }\n.bp3-panel-stack-pop .bp3-panel-stack-enter-active, .bp3-panel-stack-pop .bp3-panel-stack-appear-active{\n -webkit-transform:translate(0%);\n transform:translate(0%);\n opacity:1;\n -webkit-transition-delay:0;\n transition-delay:0;\n -webkit-transition-duration:400ms;\n transition-duration:400ms;\n -webkit-transition-property:opacity, -webkit-transform;\n transition-property:opacity, -webkit-transform;\n transition-property:transform, opacity;\n transition-property:transform, opacity, -webkit-transform;\n -webkit-transition-timing-function:ease;\n transition-timing-function:ease; }\n.bp3-panel-stack-pop .bp3-panel-stack-exit{\n -webkit-transform:translate(0%);\n transform:translate(0%);\n opacity:1; }\n.bp3-panel-stack-pop .bp3-panel-stack-exit-active{\n -webkit-transform:translateX(100%);\n transform:translateX(100%);\n opacity:0;\n -webkit-transition-delay:0;\n transition-delay:0;\n -webkit-transition-duration:400ms;\n transition-duration:400ms;\n -webkit-transition-property:opacity, -webkit-transform;\n transition-property:opacity, -webkit-transform;\n transition-property:transform, opacity;\n transition-property:transform, opacity, -webkit-transform;\n -webkit-transition-timing-function:ease;\n transition-timing-function:ease; }\n.bp3-panel-stack2{\n overflow:hidden;\n position:relative; }\n.bp3-panel-stack2-header{\n -webkit-box-align:center;\n -ms-flex-align:center;\n align-items:center;\n -webkit-box-shadow:0 1px rgba(16, 22, 26, 0.15);\n box-shadow:0 1px rgba(16, 22, 26, 0.15);\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex;\n -ms-flex-negative:0;\n flex-shrink:0;\n height:30px;\n z-index:1; }\n .bp3-dark .bp3-panel-stack2-header{\n -webkit-box-shadow:0 1px rgba(255, 255, 255, 0.15);\n box-shadow:0 1px rgba(255, 255, 255, 0.15); }\n .bp3-panel-stack2-header > span{\n -webkit-box-align:stretch;\n -ms-flex-align:stretch;\n align-items:stretch;\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex;\n -webkit-box-flex:1;\n -ms-flex:1;\n flex:1; }\n .bp3-panel-stack2-header .bp3-heading{\n margin:0 5px; }\n.bp3-button.bp3-panel-stack2-header-back{\n margin-left:5px;\n padding-left:0;\n white-space:nowrap; }\n .bp3-button.bp3-panel-stack2-header-back .bp3-icon{\n margin:0 2px; }\n.bp3-panel-stack2-view{\n bottom:0;\n left:0;\n position:absolute;\n right:0;\n top:0;\n background-color:#ffffff;\n border-right:1px solid rgba(16, 22, 26, 0.15);\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex;\n -webkit-box-orient:vertical;\n -webkit-box-direction:normal;\n -ms-flex-direction:column;\n flex-direction:column;\n margin-right:-1px;\n overflow-y:auto;\n z-index:1; }\n .bp3-dark .bp3-panel-stack2-view{\n background-color:#30404d; }\n .bp3-panel-stack2-view:nth-last-child(n + 4){\n display:none; }\n.bp3-panel-stack2-push .bp3-panel-stack2-enter, .bp3-panel-stack2-push .bp3-panel-stack2-appear{\n -webkit-transform:translateX(100%);\n transform:translateX(100%);\n opacity:0; }\n.bp3-panel-stack2-push .bp3-panel-stack2-enter-active, .bp3-panel-stack2-push .bp3-panel-stack2-appear-active{\n -webkit-transform:translate(0%);\n transform:translate(0%);\n opacity:1;\n -webkit-transition-delay:0;\n transition-delay:0;\n -webkit-transition-duration:400ms;\n transition-duration:400ms;\n -webkit-transition-property:opacity, -webkit-transform;\n transition-property:opacity, -webkit-transform;\n transition-property:transform, opacity;\n transition-property:transform, opacity, -webkit-transform;\n -webkit-transition-timing-function:ease;\n transition-timing-function:ease; }\n.bp3-panel-stack2-push .bp3-panel-stack2-exit{\n -webkit-transform:translate(0%);\n transform:translate(0%);\n opacity:1; }\n.bp3-panel-stack2-push .bp3-panel-stack2-exit-active{\n -webkit-transform:translateX(-50%);\n transform:translateX(-50%);\n opacity:0;\n -webkit-transition-delay:0;\n transition-delay:0;\n -webkit-transition-duration:400ms;\n transition-duration:400ms;\n -webkit-transition-property:opacity, -webkit-transform;\n transition-property:opacity, -webkit-transform;\n transition-property:transform, opacity;\n transition-property:transform, opacity, -webkit-transform;\n -webkit-transition-timing-function:ease;\n transition-timing-function:ease; }\n.bp3-panel-stack2-pop .bp3-panel-stack2-enter, .bp3-panel-stack2-pop .bp3-panel-stack2-appear{\n -webkit-transform:translateX(-50%);\n transform:translateX(-50%);\n opacity:0; }\n.bp3-panel-stack2-pop .bp3-panel-stack2-enter-active, .bp3-panel-stack2-pop .bp3-panel-stack2-appear-active{\n -webkit-transform:translate(0%);\n transform:translate(0%);\n opacity:1;\n -webkit-transition-delay:0;\n transition-delay:0;\n -webkit-transition-duration:400ms;\n transition-duration:400ms;\n -webkit-transition-property:opacity, -webkit-transform;\n transition-property:opacity, -webkit-transform;\n transition-property:transform, opacity;\n transition-property:transform, opacity, -webkit-transform;\n -webkit-transition-timing-function:ease;\n transition-timing-function:ease; }\n.bp3-panel-stack2-pop .bp3-panel-stack2-exit{\n -webkit-transform:translate(0%);\n transform:translate(0%);\n opacity:1; }\n.bp3-panel-stack2-pop .bp3-panel-stack2-exit-active{\n -webkit-transform:translateX(100%);\n transform:translateX(100%);\n opacity:0;\n -webkit-transition-delay:0;\n transition-delay:0;\n -webkit-transition-duration:400ms;\n transition-duration:400ms;\n -webkit-transition-property:opacity, -webkit-transform;\n transition-property:opacity, -webkit-transform;\n transition-property:transform, opacity;\n transition-property:transform, opacity, -webkit-transform;\n -webkit-transition-timing-function:ease;\n transition-timing-function:ease; }\n.bp3-popover{\n -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);\n 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);\n -webkit-transform:scale(1);\n transform:scale(1);\n border-radius:3px;\n display:inline-block;\n z-index:20; }\n .bp3-popover .bp3-popover-arrow{\n height:30px;\n position:absolute;\n width:30px; }\n .bp3-popover .bp3-popover-arrow::before{\n height:20px;\n margin:5px;\n width:20px; }\n .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-popover{\n margin-bottom:17px;\n margin-top:-17px; }\n .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-popover > .bp3-popover-arrow{\n bottom:-11px; }\n .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-popover > .bp3-popover-arrow svg{\n -webkit-transform:rotate(-90deg);\n transform:rotate(-90deg); }\n .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-popover{\n margin-left:17px; }\n .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-popover > .bp3-popover-arrow{\n left:-11px; }\n .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-popover > .bp3-popover-arrow svg{\n -webkit-transform:rotate(0);\n transform:rotate(0); }\n .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-popover{\n margin-top:17px; }\n .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-popover > .bp3-popover-arrow{\n top:-11px; }\n .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-popover > .bp3-popover-arrow svg{\n -webkit-transform:rotate(90deg);\n transform:rotate(90deg); }\n .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-popover{\n margin-left:-17px;\n margin-right:17px; }\n .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-popover > .bp3-popover-arrow{\n right:-11px; }\n .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-popover > .bp3-popover-arrow svg{\n -webkit-transform:rotate(180deg);\n transform:rotate(180deg); }\n .bp3-tether-element-attached-middle > .bp3-popover > .bp3-popover-arrow{\n top:50%;\n -webkit-transform:translateY(-50%);\n transform:translateY(-50%); }\n .bp3-tether-element-attached-center > .bp3-popover > .bp3-popover-arrow{\n right:50%;\n -webkit-transform:translateX(50%);\n transform:translateX(50%); }\n .bp3-tether-element-attached-top.bp3-tether-target-attached-top > .bp3-popover > .bp3-popover-arrow{\n top:-0.3934px; }\n .bp3-tether-element-attached-right.bp3-tether-target-attached-right > .bp3-popover > .bp3-popover-arrow{\n right:-0.3934px; }\n .bp3-tether-element-attached-left.bp3-tether-target-attached-left > .bp3-popover > .bp3-popover-arrow{\n left:-0.3934px; }\n .bp3-tether-element-attached-bottom.bp3-tether-target-attached-bottom > .bp3-popover > .bp3-popover-arrow{\n bottom:-0.3934px; }\n .bp3-tether-element-attached-top.bp3-tether-element-attached-left > .bp3-popover{\n -webkit-transform-origin:top left;\n transform-origin:top left; }\n .bp3-tether-element-attached-top.bp3-tether-element-attached-center > .bp3-popover{\n -webkit-transform-origin:top center;\n transform-origin:top center; }\n .bp3-tether-element-attached-top.bp3-tether-element-attached-right > .bp3-popover{\n -webkit-transform-origin:top right;\n transform-origin:top right; }\n .bp3-tether-element-attached-middle.bp3-tether-element-attached-left > .bp3-popover{\n -webkit-transform-origin:center left;\n transform-origin:center left; }\n .bp3-tether-element-attached-middle.bp3-tether-element-attached-center > .bp3-popover{\n -webkit-transform-origin:center center;\n transform-origin:center center; }\n .bp3-tether-element-attached-middle.bp3-tether-element-attached-right > .bp3-popover{\n -webkit-transform-origin:center right;\n transform-origin:center right; }\n .bp3-tether-element-attached-bottom.bp3-tether-element-attached-left > .bp3-popover{\n -webkit-transform-origin:bottom left;\n transform-origin:bottom left; }\n .bp3-tether-element-attached-bottom.bp3-tether-element-attached-center > .bp3-popover{\n -webkit-transform-origin:bottom center;\n transform-origin:bottom center; }\n .bp3-tether-element-attached-bottom.bp3-tether-element-attached-right > .bp3-popover{\n -webkit-transform-origin:bottom right;\n transform-origin:bottom right; }\n .bp3-popover .bp3-popover-content{\n background:#ffffff;\n color:inherit; }\n .bp3-popover .bp3-popover-arrow::before{\n -webkit-box-shadow:1px 1px 6px rgba(16, 22, 26, 0.2);\n box-shadow:1px 1px 6px rgba(16, 22, 26, 0.2); }\n .bp3-popover .bp3-popover-arrow-border{\n fill:#10161a;\n fill-opacity:0.1; }\n .bp3-popover .bp3-popover-arrow-fill{\n fill:#ffffff; }\n .bp3-popover-enter > .bp3-popover, .bp3-popover-appear > .bp3-popover{\n -webkit-transform:scale(0.3);\n transform:scale(0.3); }\n .bp3-popover-enter-active > .bp3-popover, .bp3-popover-appear-active > .bp3-popover{\n -webkit-transform:scale(1);\n transform:scale(1);\n -webkit-transition-delay:0;\n transition-delay:0;\n -webkit-transition-duration:300ms;\n transition-duration:300ms;\n -webkit-transition-property:-webkit-transform;\n transition-property:-webkit-transform;\n transition-property:transform;\n transition-property:transform, -webkit-transform;\n -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);\n transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }\n .bp3-popover-exit > .bp3-popover{\n -webkit-transform:scale(1);\n transform:scale(1); }\n .bp3-popover-exit-active > .bp3-popover{\n -webkit-transform:scale(0.3);\n transform:scale(0.3);\n -webkit-transition-delay:0;\n transition-delay:0;\n -webkit-transition-duration:300ms;\n transition-duration:300ms;\n -webkit-transition-property:-webkit-transform;\n transition-property:-webkit-transform;\n transition-property:transform;\n transition-property:transform, -webkit-transform;\n -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);\n transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }\n .bp3-popover .bp3-popover-content{\n border-radius:3px;\n position:relative; }\n .bp3-popover.bp3-popover-content-sizing .bp3-popover-content{\n max-width:350px;\n padding:20px; }\n .bp3-popover-target + .bp3-overlay .bp3-popover.bp3-popover-content-sizing{\n width:350px; }\n .bp3-popover.bp3-minimal{\n margin:0 !important; }\n .bp3-popover.bp3-minimal .bp3-popover-arrow{\n display:none; }\n .bp3-popover.bp3-minimal.bp3-popover{\n -webkit-transform:scale(1);\n transform:scale(1); }\n .bp3-popover-enter > .bp3-popover.bp3-minimal.bp3-popover, .bp3-popover-appear > .bp3-popover.bp3-minimal.bp3-popover{\n -webkit-transform:scale(1);\n transform:scale(1); }\n .bp3-popover-enter-active > .bp3-popover.bp3-minimal.bp3-popover, .bp3-popover-appear-active > .bp3-popover.bp3-minimal.bp3-popover{\n -webkit-transform:scale(1);\n transform:scale(1);\n -webkit-transition-delay:0;\n transition-delay:0;\n -webkit-transition-duration:100ms;\n transition-duration:100ms;\n -webkit-transition-property:-webkit-transform;\n transition-property:-webkit-transform;\n transition-property:transform;\n transition-property:transform, -webkit-transform;\n -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);\n transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }\n .bp3-popover-exit > .bp3-popover.bp3-minimal.bp3-popover{\n -webkit-transform:scale(1);\n transform:scale(1); }\n .bp3-popover-exit-active > .bp3-popover.bp3-minimal.bp3-popover{\n -webkit-transform:scale(1);\n transform:scale(1);\n -webkit-transition-delay:0;\n transition-delay:0;\n -webkit-transition-duration:100ms;\n transition-duration:100ms;\n -webkit-transition-property:-webkit-transform;\n transition-property:-webkit-transform;\n transition-property:transform;\n transition-property:transform, -webkit-transform;\n -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);\n transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }\n .bp3-popover.bp3-dark,\n .bp3-dark .bp3-popover{\n -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);\n 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); }\n .bp3-popover.bp3-dark .bp3-popover-content,\n .bp3-dark .bp3-popover .bp3-popover-content{\n background:#30404d;\n color:inherit; }\n .bp3-popover.bp3-dark .bp3-popover-arrow::before,\n .bp3-dark .bp3-popover .bp3-popover-arrow::before{\n -webkit-box-shadow:1px 1px 6px rgba(16, 22, 26, 0.4);\n box-shadow:1px 1px 6px rgba(16, 22, 26, 0.4); }\n .bp3-popover.bp3-dark .bp3-popover-arrow-border,\n .bp3-dark .bp3-popover .bp3-popover-arrow-border{\n fill:#10161a;\n fill-opacity:0.2; }\n .bp3-popover.bp3-dark .bp3-popover-arrow-fill,\n .bp3-dark .bp3-popover .bp3-popover-arrow-fill{\n fill:#30404d; }\n.bp3-popover-arrow::before{\n border-radius:2px;\n content:\"\";\n display:block;\n position:absolute;\n -webkit-transform:rotate(45deg);\n transform:rotate(45deg); }\n.bp3-tether-pinned .bp3-popover-arrow{\n display:none; }\n.bp3-popover-backdrop{\n background:rgba(255, 255, 255, 0); }\n.bp3-transition-container{\n opacity:1;\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex;\n z-index:20; }\n .bp3-transition-container.bp3-popover-enter, .bp3-transition-container.bp3-popover-appear{\n opacity:0; }\n .bp3-transition-container.bp3-popover-enter-active, .bp3-transition-container.bp3-popover-appear-active{\n opacity:1;\n -webkit-transition-delay:0;\n transition-delay:0;\n -webkit-transition-duration:100ms;\n transition-duration:100ms;\n -webkit-transition-property:opacity;\n transition-property:opacity;\n -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);\n transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }\n .bp3-transition-container.bp3-popover-exit{\n opacity:1; }\n .bp3-transition-container.bp3-popover-exit-active{\n opacity:0;\n -webkit-transition-delay:0;\n transition-delay:0;\n -webkit-transition-duration:100ms;\n transition-duration:100ms;\n -webkit-transition-property:opacity;\n transition-property:opacity;\n -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);\n transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }\n .bp3-transition-container:focus{\n outline:none; }\n .bp3-transition-container.bp3-popover-leave .bp3-popover-content{\n pointer-events:none; }\n .bp3-transition-container[data-x-out-of-boundaries]{\n display:none; }\nspan.bp3-popover-target{\n display:inline-block; }\n.bp3-popover-wrapper.bp3-fill{\n width:100%; }\n.bp3-portal{\n left:0;\n position:absolute;\n right:0;\n top:0; }\n@-webkit-keyframes linear-progress-bar-stripes{\n from{\n background-position:0 0; }\n to{\n background-position:30px 0; } }\n@keyframes linear-progress-bar-stripes{\n from{\n background-position:0 0; }\n to{\n background-position:30px 0; } }\n.bp3-progress-bar{\n background:rgba(92, 112, 128, 0.2);\n border-radius:40px;\n display:block;\n height:8px;\n overflow:hidden;\n position:relative;\n width:100%; }\n .bp3-progress-bar .bp3-progress-meter{\n 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%);\n background-color:rgba(92, 112, 128, 0.8);\n background-size:30px 30px;\n border-radius:40px;\n height:100%;\n position:absolute;\n -webkit-transition:width 200ms cubic-bezier(0.4, 1, 0.75, 0.9);\n transition:width 200ms cubic-bezier(0.4, 1, 0.75, 0.9);\n width:100%; }\n .bp3-progress-bar:not(.bp3-no-animation):not(.bp3-no-stripes) .bp3-progress-meter{\n animation:linear-progress-bar-stripes 300ms linear infinite reverse; }\n .bp3-progress-bar.bp3-no-stripes .bp3-progress-meter{\n background-image:none; }\n.bp3-dark .bp3-progress-bar{\n background:rgba(16, 22, 26, 0.5); }\n .bp3-dark .bp3-progress-bar .bp3-progress-meter{\n background-color:#8a9ba8; }\n.bp3-progress-bar.bp3-intent-primary .bp3-progress-meter{\n background-color:#137cbd; }\n.bp3-progress-bar.bp3-intent-success .bp3-progress-meter{\n background-color:#0f9960; }\n.bp3-progress-bar.bp3-intent-warning .bp3-progress-meter{\n background-color:#d9822b; }\n.bp3-progress-bar.bp3-intent-danger .bp3-progress-meter{\n background-color:#db3737; }\n@-webkit-keyframes skeleton-glow{\n from{\n background:rgba(206, 217, 224, 0.2);\n border-color:rgba(206, 217, 224, 0.2); }\n to{\n background:rgba(92, 112, 128, 0.2);\n border-color:rgba(92, 112, 128, 0.2); } }\n@keyframes skeleton-glow{\n from{\n background:rgba(206, 217, 224, 0.2);\n border-color:rgba(206, 217, 224, 0.2); }\n to{\n background:rgba(92, 112, 128, 0.2);\n border-color:rgba(92, 112, 128, 0.2); } }\n.bp3-skeleton{\n -webkit-animation:1000ms linear infinite alternate skeleton-glow;\n animation:1000ms linear infinite alternate skeleton-glow;\n background:rgba(206, 217, 224, 0.2);\n background-clip:padding-box !important;\n border-color:rgba(206, 217, 224, 0.2) !important;\n border-radius:2px;\n -webkit-box-shadow:none !important;\n box-shadow:none !important;\n color:transparent !important;\n cursor:default;\n pointer-events:none;\n -webkit-user-select:none;\n -moz-user-select:none;\n -ms-user-select:none;\n user-select:none; }\n .bp3-skeleton::before, .bp3-skeleton::after,\n .bp3-skeleton *{\n visibility:hidden !important; }\n.bp3-slider{\n height:40px;\n min-width:150px;\n width:100%;\n cursor:default;\n outline:none;\n position:relative;\n -webkit-user-select:none;\n -moz-user-select:none;\n -ms-user-select:none;\n user-select:none; }\n .bp3-slider:hover{\n cursor:pointer; }\n .bp3-slider:active{\n cursor:-webkit-grabbing;\n cursor:grabbing; }\n .bp3-slider.bp3-disabled{\n cursor:not-allowed;\n opacity:0.5; }\n .bp3-slider.bp3-slider-unlabeled{\n height:16px; }\n.bp3-slider-track,\n.bp3-slider-progress{\n height:6px;\n left:0;\n right:0;\n top:5px;\n position:absolute; }\n.bp3-slider-track{\n border-radius:3px;\n overflow:hidden; }\n.bp3-slider-progress{\n background:rgba(92, 112, 128, 0.2); }\n .bp3-dark .bp3-slider-progress{\n background:rgba(16, 22, 26, 0.5); }\n .bp3-slider-progress.bp3-intent-primary{\n background-color:#137cbd; }\n .bp3-slider-progress.bp3-intent-success{\n background-color:#0f9960; }\n .bp3-slider-progress.bp3-intent-warning{\n background-color:#d9822b; }\n .bp3-slider-progress.bp3-intent-danger{\n background-color:#db3737; }\n.bp3-slider-handle{\n background-color:#f5f8fa;\n background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));\n background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);\n color:#182026;\n border-radius:3px;\n -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);\n box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);\n cursor:pointer;\n height:16px;\n left:0;\n position:absolute;\n top:0;\n width:16px; }\n .bp3-slider-handle:hover{\n background-clip:padding-box;\n background-color:#ebf1f5;\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }\n .bp3-slider-handle:active, .bp3-slider-handle.bp3-active{\n background-color:#d8e1e8;\n background-image:none;\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }\n .bp3-slider-handle:disabled, .bp3-slider-handle.bp3-disabled{\n background-color:rgba(206, 217, 224, 0.5);\n background-image:none;\n -webkit-box-shadow:none;\n box-shadow:none;\n color:rgba(92, 112, 128, 0.6);\n cursor:not-allowed;\n outline:none; }\n .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{\n background:rgba(206, 217, 224, 0.7); }\n .bp3-slider-handle:focus{\n z-index:1; }\n .bp3-slider-handle:hover{\n background-clip:padding-box;\n background-color:#ebf1f5;\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);\n -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);\n box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);\n cursor:-webkit-grab;\n cursor:grab;\n z-index:2; }\n .bp3-slider-handle.bp3-active{\n background-color:#d8e1e8;\n background-image:none;\n -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);\n box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);\n -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 1px rgba(16, 22, 26, 0.1);\n box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 1px rgba(16, 22, 26, 0.1);\n cursor:-webkit-grabbing;\n cursor:grabbing; }\n .bp3-disabled .bp3-slider-handle{\n background:#bfccd6;\n -webkit-box-shadow:none;\n box-shadow:none;\n pointer-events:none; }\n .bp3-dark .bp3-slider-handle{\n background-color:#394b59;\n background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));\n background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));\n -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);\n box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);\n color:#f5f8fa; }\n .bp3-dark .bp3-slider-handle:hover, .bp3-dark .bp3-slider-handle:active, .bp3-dark .bp3-slider-handle.bp3-active{\n color:#f5f8fa; }\n .bp3-dark .bp3-slider-handle:hover{\n background-color:#30404d;\n -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);\n box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }\n .bp3-dark .bp3-slider-handle:active, .bp3-dark .bp3-slider-handle.bp3-active{\n background-color:#202b33;\n background-image:none;\n -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);\n box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }\n .bp3-dark .bp3-slider-handle:disabled, .bp3-dark .bp3-slider-handle.bp3-disabled{\n background-color:rgba(57, 75, 89, 0.5);\n background-image:none;\n -webkit-box-shadow:none;\n box-shadow:none;\n color:rgba(167, 182, 194, 0.6); }\n .bp3-dark .bp3-slider-handle:disabled.bp3-active, .bp3-dark .bp3-slider-handle.bp3-disabled.bp3-active{\n background:rgba(57, 75, 89, 0.7); }\n .bp3-dark .bp3-slider-handle .bp3-button-spinner .bp3-spinner-head{\n background:rgba(16, 22, 26, 0.5);\n stroke:#8a9ba8; }\n .bp3-dark .bp3-slider-handle, .bp3-dark .bp3-slider-handle:hover{\n background-color:#394b59; }\n .bp3-dark .bp3-slider-handle.bp3-active{\n background-color:#293742; }\n .bp3-dark .bp3-disabled .bp3-slider-handle{\n background:#5c7080;\n border-color:#5c7080;\n -webkit-box-shadow:none;\n box-shadow:none; }\n .bp3-slider-handle .bp3-slider-label{\n background:#394b59;\n border-radius:3px;\n -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);\n 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);\n color:#f5f8fa;\n margin-left:8px; }\n .bp3-dark .bp3-slider-handle .bp3-slider-label{\n background:#e1e8ed;\n -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);\n 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);\n color:#394b59; }\n .bp3-disabled .bp3-slider-handle .bp3-slider-label{\n -webkit-box-shadow:none;\n box-shadow:none; }\n .bp3-slider-handle.bp3-start, .bp3-slider-handle.bp3-end{\n width:8px; }\n .bp3-slider-handle.bp3-start{\n border-bottom-right-radius:0;\n border-top-right-radius:0; }\n .bp3-slider-handle.bp3-end{\n border-bottom-left-radius:0;\n border-top-left-radius:0;\n margin-left:8px; }\n .bp3-slider-handle.bp3-end .bp3-slider-label{\n margin-left:0; }\n.bp3-slider-label{\n -webkit-transform:translate(-50%, 20px);\n transform:translate(-50%, 20px);\n display:inline-block;\n font-size:12px;\n line-height:1;\n padding:2px 5px;\n position:absolute;\n vertical-align:top; }\n.bp3-slider.bp3-vertical{\n height:150px;\n min-width:40px;\n width:40px; }\n .bp3-slider.bp3-vertical .bp3-slider-track,\n .bp3-slider.bp3-vertical .bp3-slider-progress{\n bottom:0;\n height:auto;\n left:5px;\n top:0;\n width:6px; }\n .bp3-slider.bp3-vertical .bp3-slider-progress{\n top:auto; }\n .bp3-slider.bp3-vertical .bp3-slider-label{\n -webkit-transform:translate(20px, 50%);\n transform:translate(20px, 50%); }\n .bp3-slider.bp3-vertical .bp3-slider-handle{\n top:auto; }\n .bp3-slider.bp3-vertical .bp3-slider-handle .bp3-slider-label{\n margin-left:0;\n margin-top:-8px; }\n .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-end, .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-start{\n height:8px;\n margin-left:0;\n width:16px; }\n .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-start{\n border-bottom-right-radius:3px;\n border-top-left-radius:0; }\n .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-start .bp3-slider-label{\n -webkit-transform:translate(20px);\n transform:translate(20px); }\n .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-end{\n border-bottom-left-radius:0;\n border-bottom-right-radius:0;\n border-top-left-radius:3px;\n margin-bottom:8px; }\n@-webkit-keyframes pt-spinner-animation{\n from{\n -webkit-transform:rotate(0deg);\n transform:rotate(0deg); }\n to{\n -webkit-transform:rotate(360deg);\n transform:rotate(360deg); } }\n@keyframes pt-spinner-animation{\n from{\n -webkit-transform:rotate(0deg);\n transform:rotate(0deg); }\n to{\n -webkit-transform:rotate(360deg);\n transform:rotate(360deg); } }\n.bp3-spinner{\n -webkit-box-align:center;\n -ms-flex-align:center;\n align-items:center;\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex;\n -webkit-box-pack:center;\n -ms-flex-pack:center;\n justify-content:center;\n overflow:visible;\n vertical-align:middle; }\n .bp3-spinner svg{\n display:block; }\n .bp3-spinner path{\n fill-opacity:0; }\n .bp3-spinner .bp3-spinner-head{\n stroke:rgba(92, 112, 128, 0.8);\n stroke-linecap:round;\n -webkit-transform-origin:center;\n transform-origin:center;\n -webkit-transition:stroke-dashoffset 200ms cubic-bezier(0.4, 1, 0.75, 0.9);\n transition:stroke-dashoffset 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }\n .bp3-spinner .bp3-spinner-track{\n stroke:rgba(92, 112, 128, 0.2); }\n.bp3-spinner-animation{\n -webkit-animation:pt-spinner-animation 500ms linear infinite;\n animation:pt-spinner-animation 500ms linear infinite; }\n .bp3-no-spin > .bp3-spinner-animation{\n -webkit-animation:none;\n animation:none; }\n.bp3-dark .bp3-spinner .bp3-spinner-head{\n stroke:#8a9ba8; }\n.bp3-dark .bp3-spinner .bp3-spinner-track{\n stroke:rgba(16, 22, 26, 0.5); }\n.bp3-spinner.bp3-intent-primary .bp3-spinner-head{\n stroke:#137cbd; }\n.bp3-spinner.bp3-intent-success .bp3-spinner-head{\n stroke:#0f9960; }\n.bp3-spinner.bp3-intent-warning .bp3-spinner-head{\n stroke:#d9822b; }\n.bp3-spinner.bp3-intent-danger .bp3-spinner-head{\n stroke:#db3737; }\n.bp3-tabs.bp3-vertical{\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex; }\n .bp3-tabs.bp3-vertical > .bp3-tab-list{\n -webkit-box-align:start;\n -ms-flex-align:start;\n align-items:flex-start;\n -webkit-box-orient:vertical;\n -webkit-box-direction:normal;\n -ms-flex-direction:column;\n flex-direction:column; }\n .bp3-tabs.bp3-vertical > .bp3-tab-list .bp3-tab{\n border-radius:3px;\n padding:0 10px;\n width:100%; }\n .bp3-tabs.bp3-vertical > .bp3-tab-list .bp3-tab[aria-selected=\"true\"]{\n background-color:rgba(19, 124, 189, 0.2);\n -webkit-box-shadow:none;\n box-shadow:none; }\n .bp3-tabs.bp3-vertical > .bp3-tab-list .bp3-tab-indicator-wrapper .bp3-tab-indicator{\n background-color:rgba(19, 124, 189, 0.2);\n border-radius:3px;\n bottom:0;\n height:auto;\n left:0;\n right:0;\n top:0; }\n .bp3-tabs.bp3-vertical > .bp3-tab-panel{\n margin-top:0;\n padding-left:20px; }\n.bp3-tab-list{\n -webkit-box-align:end;\n -ms-flex-align:end;\n align-items:flex-end;\n border:none;\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex;\n -webkit-box-flex:0;\n -ms-flex:0 0 auto;\n flex:0 0 auto;\n list-style:none;\n margin:0;\n padding:0;\n position:relative; }\n .bp3-tab-list > *:not(:last-child){\n margin-right:20px; }\n.bp3-tab{\n overflow:hidden;\n text-overflow:ellipsis;\n white-space:nowrap;\n word-wrap:normal;\n color:#182026;\n cursor:pointer;\n -webkit-box-flex:0;\n -ms-flex:0 0 auto;\n flex:0 0 auto;\n font-size:14px;\n line-height:30px;\n max-width:100%;\n position:relative;\n vertical-align:top; }\n .bp3-tab a{\n color:inherit;\n display:block;\n text-decoration:none; }\n .bp3-tab-indicator-wrapper ~ .bp3-tab{\n background-color:transparent !important;\n -webkit-box-shadow:none !important;\n box-shadow:none !important; }\n .bp3-tab[aria-disabled=\"true\"]{\n color:rgba(92, 112, 128, 0.6);\n cursor:not-allowed; }\n .bp3-tab[aria-selected=\"true\"]{\n border-radius:0;\n -webkit-box-shadow:inset 0 -3px 0 #106ba3;\n box-shadow:inset 0 -3px 0 #106ba3; }\n .bp3-tab[aria-selected=\"true\"], .bp3-tab:not([aria-disabled=\"true\"]):hover{\n color:#106ba3; }\n .bp3-tab:focus{\n -moz-outline-radius:0; }\n .bp3-large > .bp3-tab{\n font-size:16px;\n line-height:40px; }\n.bp3-tab-panel{\n margin-top:20px; }\n .bp3-tab-panel[aria-hidden=\"true\"]{\n display:none; }\n.bp3-tab-indicator-wrapper{\n left:0;\n pointer-events:none;\n position:absolute;\n top:0;\n -webkit-transform:translateX(0), translateY(0);\n transform:translateX(0), translateY(0);\n -webkit-transition:height, width, -webkit-transform;\n transition:height, width, -webkit-transform;\n transition:height, transform, width;\n transition:height, transform, width, -webkit-transform;\n -webkit-transition-duration:200ms;\n transition-duration:200ms;\n -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);\n transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }\n .bp3-tab-indicator-wrapper .bp3-tab-indicator{\n background-color:#106ba3;\n bottom:0;\n height:3px;\n left:0;\n position:absolute;\n right:0; }\n .bp3-tab-indicator-wrapper.bp3-no-animation{\n -webkit-transition:none;\n transition:none; }\n.bp3-dark .bp3-tab{\n color:#f5f8fa; }\n .bp3-dark .bp3-tab[aria-disabled=\"true\"]{\n color:rgba(167, 182, 194, 0.6); }\n .bp3-dark .bp3-tab[aria-selected=\"true\"]{\n -webkit-box-shadow:inset 0 -3px 0 #48aff0;\n box-shadow:inset 0 -3px 0 #48aff0; }\n .bp3-dark .bp3-tab[aria-selected=\"true\"], .bp3-dark .bp3-tab:not([aria-disabled=\"true\"]):hover{\n color:#48aff0; }\n.bp3-dark .bp3-tab-indicator{\n background-color:#48aff0; }\n.bp3-flex-expander{\n -webkit-box-flex:1;\n -ms-flex:1 1;\n flex:1 1; }\n.bp3-tag{\n display:-webkit-inline-box;\n display:-ms-inline-flexbox;\n display:inline-flex;\n -webkit-box-orient:horizontal;\n -webkit-box-direction:normal;\n -ms-flex-direction:row;\n flex-direction:row;\n -webkit-box-align:center;\n -ms-flex-align:center;\n align-items:center;\n background-color:#5c7080;\n border:none;\n border-radius:3px;\n -webkit-box-shadow:none;\n box-shadow:none;\n color:#f5f8fa;\n font-size:12px;\n line-height:16px;\n max-width:100%;\n min-height:20px;\n min-width:20px;\n padding:2px 6px;\n position:relative; }\n .bp3-tag.bp3-interactive{\n cursor:pointer; }\n .bp3-tag.bp3-interactive:hover{\n background-color:rgba(92, 112, 128, 0.85); }\n .bp3-tag.bp3-interactive.bp3-active, .bp3-tag.bp3-interactive:active{\n background-color:rgba(92, 112, 128, 0.7); }\n .bp3-tag > *{\n -webkit-box-flex:0;\n -ms-flex-positive:0;\n flex-grow:0;\n -ms-flex-negative:0;\n flex-shrink:0; }\n .bp3-tag > .bp3-fill{\n -webkit-box-flex:1;\n -ms-flex-positive:1;\n flex-grow:1;\n -ms-flex-negative:1;\n flex-shrink:1; }\n .bp3-tag::before,\n .bp3-tag > *{\n margin-right:4px; }\n .bp3-tag:empty::before,\n .bp3-tag > :last-child{\n margin-right:0; }\n .bp3-tag:focus{\n outline:rgba(19, 124, 189, 0.6) auto 2px;\n outline-offset:0;\n -moz-outline-radius:6px; }\n .bp3-tag.bp3-round{\n border-radius:30px;\n padding-left:8px;\n padding-right:8px; }\n .bp3-dark .bp3-tag{\n background-color:#bfccd6;\n color:#182026; }\n .bp3-dark .bp3-tag.bp3-interactive{\n cursor:pointer; }\n .bp3-dark .bp3-tag.bp3-interactive:hover{\n background-color:rgba(191, 204, 214, 0.85); }\n .bp3-dark .bp3-tag.bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-interactive:active{\n background-color:rgba(191, 204, 214, 0.7); }\n .bp3-dark .bp3-tag > .bp3-icon, .bp3-dark .bp3-tag .bp3-icon-standard, .bp3-dark .bp3-tag .bp3-icon-large{\n fill:currentColor; }\n .bp3-tag > .bp3-icon, .bp3-tag .bp3-icon-standard, .bp3-tag .bp3-icon-large{\n fill:#ffffff; }\n .bp3-tag.bp3-large,\n .bp3-large .bp3-tag{\n font-size:14px;\n line-height:20px;\n min-height:30px;\n min-width:30px;\n padding:5px 10px; }\n .bp3-tag.bp3-large::before,\n .bp3-tag.bp3-large > *,\n .bp3-large .bp3-tag::before,\n .bp3-large .bp3-tag > *{\n margin-right:7px; }\n .bp3-tag.bp3-large:empty::before,\n .bp3-tag.bp3-large > :last-child,\n .bp3-large .bp3-tag:empty::before,\n .bp3-large .bp3-tag > :last-child{\n margin-right:0; }\n .bp3-tag.bp3-large.bp3-round,\n .bp3-large .bp3-tag.bp3-round{\n padding-left:12px;\n padding-right:12px; }\n .bp3-tag.bp3-intent-primary{\n background:#137cbd;\n color:#ffffff; }\n .bp3-tag.bp3-intent-primary.bp3-interactive{\n cursor:pointer; }\n .bp3-tag.bp3-intent-primary.bp3-interactive:hover{\n background-color:rgba(19, 124, 189, 0.85); }\n .bp3-tag.bp3-intent-primary.bp3-interactive.bp3-active, .bp3-tag.bp3-intent-primary.bp3-interactive:active{\n background-color:rgba(19, 124, 189, 0.7); }\n .bp3-tag.bp3-intent-success{\n background:#0f9960;\n color:#ffffff; }\n .bp3-tag.bp3-intent-success.bp3-interactive{\n cursor:pointer; }\n .bp3-tag.bp3-intent-success.bp3-interactive:hover{\n background-color:rgba(15, 153, 96, 0.85); }\n .bp3-tag.bp3-intent-success.bp3-interactive.bp3-active, .bp3-tag.bp3-intent-success.bp3-interactive:active{\n background-color:rgba(15, 153, 96, 0.7); }\n .bp3-tag.bp3-intent-warning{\n background:#d9822b;\n color:#ffffff; }\n .bp3-tag.bp3-intent-warning.bp3-interactive{\n cursor:pointer; }\n .bp3-tag.bp3-intent-warning.bp3-interactive:hover{\n background-color:rgba(217, 130, 43, 0.85); }\n .bp3-tag.bp3-intent-warning.bp3-interactive.bp3-active, .bp3-tag.bp3-intent-warning.bp3-interactive:active{\n background-color:rgba(217, 130, 43, 0.7); }\n .bp3-tag.bp3-intent-danger{\n background:#db3737;\n color:#ffffff; }\n .bp3-tag.bp3-intent-danger.bp3-interactive{\n cursor:pointer; }\n .bp3-tag.bp3-intent-danger.bp3-interactive:hover{\n background-color:rgba(219, 55, 55, 0.85); }\n .bp3-tag.bp3-intent-danger.bp3-interactive.bp3-active, .bp3-tag.bp3-intent-danger.bp3-interactive:active{\n background-color:rgba(219, 55, 55, 0.7); }\n .bp3-tag.bp3-fill{\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex;\n width:100%; }\n .bp3-tag.bp3-minimal > .bp3-icon, .bp3-tag.bp3-minimal .bp3-icon-standard, .bp3-tag.bp3-minimal .bp3-icon-large{\n fill:#5c7080; }\n .bp3-tag.bp3-minimal:not([class*=\"bp3-intent-\"]){\n background-color:rgba(138, 155, 168, 0.2);\n color:#182026; }\n .bp3-tag.bp3-minimal:not([class*=\"bp3-intent-\"]).bp3-interactive{\n cursor:pointer; }\n .bp3-tag.bp3-minimal:not([class*=\"bp3-intent-\"]).bp3-interactive:hover{\n background-color:rgba(92, 112, 128, 0.3); }\n .bp3-tag.bp3-minimal:not([class*=\"bp3-intent-\"]).bp3-interactive.bp3-active, .bp3-tag.bp3-minimal:not([class*=\"bp3-intent-\"]).bp3-interactive:active{\n background-color:rgba(92, 112, 128, 0.4); }\n .bp3-dark .bp3-tag.bp3-minimal:not([class*=\"bp3-intent-\"]){\n color:#f5f8fa; }\n .bp3-dark .bp3-tag.bp3-minimal:not([class*=\"bp3-intent-\"]).bp3-interactive{\n cursor:pointer; }\n .bp3-dark .bp3-tag.bp3-minimal:not([class*=\"bp3-intent-\"]).bp3-interactive:hover{\n background-color:rgba(191, 204, 214, 0.3); }\n .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{\n background-color:rgba(191, 204, 214, 0.4); }\n .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{\n fill:#a7b6c2; }\n .bp3-tag.bp3-minimal.bp3-intent-primary{\n background-color:rgba(19, 124, 189, 0.15);\n color:#106ba3; }\n .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive{\n cursor:pointer; }\n .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive:hover{\n background-color:rgba(19, 124, 189, 0.25); }\n .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive.bp3-active, .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive:active{\n background-color:rgba(19, 124, 189, 0.35); }\n .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{\n fill:#137cbd; }\n .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-primary{\n background-color:rgba(19, 124, 189, 0.25);\n color:#48aff0; }\n .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive{\n cursor:pointer; }\n .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive:hover{\n background-color:rgba(19, 124, 189, 0.35); }\n .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{\n background-color:rgba(19, 124, 189, 0.45); }\n .bp3-tag.bp3-minimal.bp3-intent-success{\n background-color:rgba(15, 153, 96, 0.15);\n color:#0d8050; }\n .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive{\n cursor:pointer; }\n .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive:hover{\n background-color:rgba(15, 153, 96, 0.25); }\n .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive.bp3-active, .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive:active{\n background-color:rgba(15, 153, 96, 0.35); }\n .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{\n fill:#0f9960; }\n .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-success{\n background-color:rgba(15, 153, 96, 0.25);\n color:#3dcc91; }\n .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive{\n cursor:pointer; }\n .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive:hover{\n background-color:rgba(15, 153, 96, 0.35); }\n .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{\n background-color:rgba(15, 153, 96, 0.45); }\n .bp3-tag.bp3-minimal.bp3-intent-warning{\n background-color:rgba(217, 130, 43, 0.15);\n color:#bf7326; }\n .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive{\n cursor:pointer; }\n .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive:hover{\n background-color:rgba(217, 130, 43, 0.25); }\n .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive.bp3-active, .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive:active{\n background-color:rgba(217, 130, 43, 0.35); }\n .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{\n fill:#d9822b; }\n .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-warning{\n background-color:rgba(217, 130, 43, 0.25);\n color:#ffb366; }\n .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive{\n cursor:pointer; }\n .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive:hover{\n background-color:rgba(217, 130, 43, 0.35); }\n .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{\n background-color:rgba(217, 130, 43, 0.45); }\n .bp3-tag.bp3-minimal.bp3-intent-danger{\n background-color:rgba(219, 55, 55, 0.15);\n color:#c23030; }\n .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive{\n cursor:pointer; }\n .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive:hover{\n background-color:rgba(219, 55, 55, 0.25); }\n .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive.bp3-active, .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive:active{\n background-color:rgba(219, 55, 55, 0.35); }\n .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{\n fill:#db3737; }\n .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-danger{\n background-color:rgba(219, 55, 55, 0.25);\n color:#ff7373; }\n .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive{\n cursor:pointer; }\n .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive:hover{\n background-color:rgba(219, 55, 55, 0.35); }\n .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{\n background-color:rgba(219, 55, 55, 0.45); }\n.bp3-tag-remove{\n background:none;\n border:none;\n color:inherit;\n cursor:pointer;\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex;\n margin-bottom:-2px;\n margin-right:-6px !important;\n margin-top:-2px;\n opacity:0.5;\n padding:2px;\n padding-left:0; }\n .bp3-tag-remove:hover{\n background:none;\n opacity:0.8;\n text-decoration:none; }\n .bp3-tag-remove:active{\n opacity:1; }\n .bp3-tag-remove:empty::before{\n font-family:\"Icons16\", sans-serif;\n font-size:16px;\n font-style:normal;\n font-weight:400;\n line-height:1;\n -moz-osx-font-smoothing:grayscale;\n -webkit-font-smoothing:antialiased;\n content:\"\ue6d7\"; }\n .bp3-large .bp3-tag-remove{\n margin-right:-10px !important;\n padding:0 5px 0 0; }\n .bp3-large .bp3-tag-remove:empty::before{\n font-family:\"Icons20\", sans-serif;\n font-size:20px;\n font-style:normal;\n font-weight:400;\n line-height:1; }\n.bp3-tag-input{\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex;\n -webkit-box-orient:horizontal;\n -webkit-box-direction:normal;\n -ms-flex-direction:row;\n flex-direction:row;\n -webkit-box-align:start;\n -ms-flex-align:start;\n align-items:flex-start;\n cursor:text;\n height:auto;\n line-height:inherit;\n min-height:30px;\n padding-left:5px;\n padding-right:0; }\n .bp3-tag-input > *{\n -webkit-box-flex:0;\n -ms-flex-positive:0;\n flex-grow:0;\n -ms-flex-negative:0;\n flex-shrink:0; }\n .bp3-tag-input > .bp3-tag-input-values{\n -webkit-box-flex:1;\n -ms-flex-positive:1;\n flex-grow:1;\n -ms-flex-negative:1;\n flex-shrink:1; }\n .bp3-tag-input .bp3-tag-input-icon{\n color:#5c7080;\n margin-left:2px;\n margin-right:7px;\n margin-top:7px; }\n .bp3-tag-input .bp3-tag-input-values{\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex;\n -webkit-box-orient:horizontal;\n -webkit-box-direction:normal;\n -ms-flex-direction:row;\n flex-direction:row;\n -webkit-box-align:center;\n -ms-flex-align:center;\n align-items:center;\n -ms-flex-item-align:stretch;\n align-self:stretch;\n -ms-flex-wrap:wrap;\n flex-wrap:wrap;\n margin-right:7px;\n margin-top:5px;\n min-width:0; }\n .bp3-tag-input .bp3-tag-input-values > *{\n -webkit-box-flex:0;\n -ms-flex-positive:0;\n flex-grow:0;\n -ms-flex-negative:0;\n flex-shrink:0; }\n .bp3-tag-input .bp3-tag-input-values > .bp3-fill{\n -webkit-box-flex:1;\n -ms-flex-positive:1;\n flex-grow:1;\n -ms-flex-negative:1;\n flex-shrink:1; }\n .bp3-tag-input .bp3-tag-input-values::before,\n .bp3-tag-input .bp3-tag-input-values > *{\n margin-right:5px; }\n .bp3-tag-input .bp3-tag-input-values:empty::before,\n .bp3-tag-input .bp3-tag-input-values > :last-child{\n margin-right:0; }\n .bp3-tag-input .bp3-tag-input-values:first-child .bp3-input-ghost:first-child{\n padding-left:5px; }\n .bp3-tag-input .bp3-tag-input-values > *{\n margin-bottom:5px; }\n .bp3-tag-input .bp3-tag{\n overflow-wrap:break-word; }\n .bp3-tag-input .bp3-tag.bp3-active{\n outline:rgba(19, 124, 189, 0.6) auto 2px;\n outline-offset:0;\n -moz-outline-radius:6px; }\n .bp3-tag-input .bp3-input-ghost{\n -webkit-box-flex:1;\n -ms-flex:1 1 auto;\n flex:1 1 auto;\n line-height:20px;\n width:80px; }\n .bp3-tag-input .bp3-input-ghost:disabled, .bp3-tag-input .bp3-input-ghost.bp3-disabled{\n cursor:not-allowed; }\n .bp3-tag-input .bp3-button,\n .bp3-tag-input .bp3-spinner{\n margin:3px;\n margin-left:0; }\n .bp3-tag-input .bp3-button{\n min-height:24px;\n min-width:24px;\n padding:0 7px; }\n .bp3-tag-input.bp3-large{\n height:auto;\n min-height:40px; }\n .bp3-tag-input.bp3-large::before,\n .bp3-tag-input.bp3-large > *{\n margin-right:10px; }\n .bp3-tag-input.bp3-large:empty::before,\n .bp3-tag-input.bp3-large > :last-child{\n margin-right:0; }\n .bp3-tag-input.bp3-large .bp3-tag-input-icon{\n margin-left:5px;\n margin-top:10px; }\n .bp3-tag-input.bp3-large .bp3-input-ghost{\n line-height:30px; }\n .bp3-tag-input.bp3-large .bp3-button{\n min-height:30px;\n min-width:30px;\n padding:5px 10px;\n margin:5px;\n margin-left:0; }\n .bp3-tag-input.bp3-large .bp3-spinner{\n margin:8px;\n margin-left:0; }\n .bp3-tag-input.bp3-active{\n background-color:#ffffff;\n -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);\n 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); }\n .bp3-tag-input.bp3-active.bp3-intent-primary{\n -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);\n 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); }\n .bp3-tag-input.bp3-active.bp3-intent-success{\n -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);\n 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); }\n .bp3-tag-input.bp3-active.bp3-intent-warning{\n -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);\n 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); }\n .bp3-tag-input.bp3-active.bp3-intent-danger{\n -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);\n 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); }\n .bp3-dark .bp3-tag-input .bp3-tag-input-icon, .bp3-tag-input.bp3-dark .bp3-tag-input-icon{\n color:#a7b6c2; }\n .bp3-dark .bp3-tag-input .bp3-input-ghost, .bp3-tag-input.bp3-dark .bp3-input-ghost{\n color:#f5f8fa; }\n .bp3-dark .bp3-tag-input .bp3-input-ghost::-webkit-input-placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost::-webkit-input-placeholder{\n color:rgba(167, 182, 194, 0.6); }\n .bp3-dark .bp3-tag-input .bp3-input-ghost::-moz-placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost::-moz-placeholder{\n color:rgba(167, 182, 194, 0.6); }\n .bp3-dark .bp3-tag-input .bp3-input-ghost:-ms-input-placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost:-ms-input-placeholder{\n color:rgba(167, 182, 194, 0.6); }\n .bp3-dark .bp3-tag-input .bp3-input-ghost::-ms-input-placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost::-ms-input-placeholder{\n color:rgba(167, 182, 194, 0.6); }\n .bp3-dark .bp3-tag-input .bp3-input-ghost::placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost::placeholder{\n color:rgba(167, 182, 194, 0.6); }\n .bp3-dark .bp3-tag-input.bp3-active, .bp3-tag-input.bp3-dark.bp3-active{\n background-color:rgba(16, 22, 26, 0.3);\n -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);\n 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); }\n .bp3-dark .bp3-tag-input.bp3-active.bp3-intent-primary, .bp3-tag-input.bp3-dark.bp3-active.bp3-intent-primary{\n -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);\n 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); }\n .bp3-dark .bp3-tag-input.bp3-active.bp3-intent-success, .bp3-tag-input.bp3-dark.bp3-active.bp3-intent-success{\n -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);\n 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); }\n .bp3-dark .bp3-tag-input.bp3-active.bp3-intent-warning, .bp3-tag-input.bp3-dark.bp3-active.bp3-intent-warning{\n -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);\n 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); }\n .bp3-dark .bp3-tag-input.bp3-active.bp3-intent-danger, .bp3-tag-input.bp3-dark.bp3-active.bp3-intent-danger{\n -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);\n 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); }\n.bp3-input-ghost{\n background:none;\n border:none;\n -webkit-box-shadow:none;\n box-shadow:none;\n padding:0; }\n .bp3-input-ghost::-webkit-input-placeholder{\n color:rgba(92, 112, 128, 0.6);\n opacity:1; }\n .bp3-input-ghost::-moz-placeholder{\n color:rgba(92, 112, 128, 0.6);\n opacity:1; }\n .bp3-input-ghost:-ms-input-placeholder{\n color:rgba(92, 112, 128, 0.6);\n opacity:1; }\n .bp3-input-ghost::-ms-input-placeholder{\n color:rgba(92, 112, 128, 0.6);\n opacity:1; }\n .bp3-input-ghost::placeholder{\n color:rgba(92, 112, 128, 0.6);\n opacity:1; }\n .bp3-input-ghost:focus{\n outline:none !important; }\n.bp3-toast{\n -webkit-box-align:start;\n -ms-flex-align:start;\n align-items:flex-start;\n background-color:#ffffff;\n border-radius:3px;\n -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);\n 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);\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex;\n margin:20px 0 0;\n max-width:500px;\n min-width:300px;\n pointer-events:all;\n position:relative !important; }\n .bp3-toast.bp3-toast-enter, .bp3-toast.bp3-toast-appear{\n -webkit-transform:translateY(-40px);\n transform:translateY(-40px); }\n .bp3-toast.bp3-toast-enter-active, .bp3-toast.bp3-toast-appear-active{\n -webkit-transform:translateY(0);\n transform:translateY(0);\n -webkit-transition-delay:0;\n transition-delay:0;\n -webkit-transition-duration:300ms;\n transition-duration:300ms;\n -webkit-transition-property:-webkit-transform;\n transition-property:-webkit-transform;\n transition-property:transform;\n transition-property:transform, -webkit-transform;\n -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);\n transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }\n .bp3-toast.bp3-toast-enter ~ .bp3-toast, .bp3-toast.bp3-toast-appear ~ .bp3-toast{\n -webkit-transform:translateY(-40px);\n transform:translateY(-40px); }\n .bp3-toast.bp3-toast-enter-active ~ .bp3-toast, .bp3-toast.bp3-toast-appear-active ~ .bp3-toast{\n -webkit-transform:translateY(0);\n transform:translateY(0);\n -webkit-transition-delay:0;\n transition-delay:0;\n -webkit-transition-duration:300ms;\n transition-duration:300ms;\n -webkit-transition-property:-webkit-transform;\n transition-property:-webkit-transform;\n transition-property:transform;\n transition-property:transform, -webkit-transform;\n -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);\n transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }\n .bp3-toast.bp3-toast-exit{\n opacity:1;\n -webkit-filter:blur(0);\n filter:blur(0); }\n .bp3-toast.bp3-toast-exit-active{\n opacity:0;\n -webkit-filter:blur(10px);\n filter:blur(10px);\n -webkit-transition-delay:0;\n transition-delay:0;\n -webkit-transition-duration:300ms;\n transition-duration:300ms;\n -webkit-transition-property:opacity, -webkit-filter;\n transition-property:opacity, -webkit-filter;\n transition-property:opacity, filter;\n transition-property:opacity, filter, -webkit-filter;\n -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);\n transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }\n .bp3-toast.bp3-toast-exit ~ .bp3-toast{\n -webkit-transform:translateY(0);\n transform:translateY(0); }\n .bp3-toast.bp3-toast-exit-active ~ .bp3-toast{\n -webkit-transform:translateY(-40px);\n transform:translateY(-40px);\n -webkit-transition-delay:50ms;\n transition-delay:50ms;\n -webkit-transition-duration:100ms;\n transition-duration:100ms;\n -webkit-transition-property:-webkit-transform;\n transition-property:-webkit-transform;\n transition-property:transform;\n transition-property:transform, -webkit-transform;\n -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);\n transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }\n .bp3-toast .bp3-button-group{\n -webkit-box-flex:0;\n -ms-flex:0 0 auto;\n flex:0 0 auto;\n padding:5px;\n padding-left:0; }\n .bp3-toast > .bp3-icon{\n color:#5c7080;\n margin:12px;\n margin-right:0; }\n .bp3-toast.bp3-dark,\n .bp3-dark .bp3-toast{\n background-color:#394b59;\n -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);\n 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); }\n .bp3-toast.bp3-dark > .bp3-icon,\n .bp3-dark .bp3-toast > .bp3-icon{\n color:#a7b6c2; }\n .bp3-toast[class*=\"bp3-intent-\"] a{\n color:rgba(255, 255, 255, 0.7); }\n .bp3-toast[class*=\"bp3-intent-\"] a:hover{\n color:#ffffff; }\n .bp3-toast[class*=\"bp3-intent-\"] > .bp3-icon{\n color:#ffffff; }\n .bp3-toast[class*=\"bp3-intent-\"] .bp3-button, .bp3-toast[class*=\"bp3-intent-\"] .bp3-button::before,\n .bp3-toast[class*=\"bp3-intent-\"] .bp3-button .bp3-icon, .bp3-toast[class*=\"bp3-intent-\"] .bp3-button:active{\n color:rgba(255, 255, 255, 0.7) !important; }\n .bp3-toast[class*=\"bp3-intent-\"] .bp3-button:focus{\n outline-color:rgba(255, 255, 255, 0.5); }\n .bp3-toast[class*=\"bp3-intent-\"] .bp3-button:hover{\n background-color:rgba(255, 255, 255, 0.15) !important;\n color:#ffffff !important; }\n .bp3-toast[class*=\"bp3-intent-\"] .bp3-button:active{\n background-color:rgba(255, 255, 255, 0.3) !important;\n color:#ffffff !important; }\n .bp3-toast[class*=\"bp3-intent-\"] .bp3-button::after{\n background:rgba(255, 255, 255, 0.3) !important; }\n .bp3-toast.bp3-intent-primary{\n background-color:#137cbd;\n color:#ffffff; }\n .bp3-toast.bp3-intent-success{\n background-color:#0f9960;\n color:#ffffff; }\n .bp3-toast.bp3-intent-warning{\n background-color:#d9822b;\n color:#ffffff; }\n .bp3-toast.bp3-intent-danger{\n background-color:#db3737;\n color:#ffffff; }\n.bp3-toast-message{\n -webkit-box-flex:1;\n -ms-flex:1 1 auto;\n flex:1 1 auto;\n padding:11px;\n word-break:break-word; }\n.bp3-toast-container{\n -webkit-box-align:center;\n -ms-flex-align:center;\n align-items:center;\n display:-webkit-box !important;\n display:-ms-flexbox !important;\n display:flex !important;\n -webkit-box-orient:vertical;\n -webkit-box-direction:normal;\n -ms-flex-direction:column;\n flex-direction:column;\n left:0;\n overflow:hidden;\n padding:0 20px 20px;\n pointer-events:none;\n right:0;\n z-index:40; }\n .bp3-toast-container.bp3-toast-container-in-portal{\n position:fixed; }\n .bp3-toast-container.bp3-toast-container-inline{\n position:absolute; }\n .bp3-toast-container.bp3-toast-container-top{\n top:0; }\n .bp3-toast-container.bp3-toast-container-bottom{\n bottom:0;\n -webkit-box-orient:vertical;\n -webkit-box-direction:reverse;\n -ms-flex-direction:column-reverse;\n flex-direction:column-reverse;\n top:auto; }\n .bp3-toast-container.bp3-toast-container-left{\n -webkit-box-align:start;\n -ms-flex-align:start;\n align-items:flex-start; }\n .bp3-toast-container.bp3-toast-container-right{\n -webkit-box-align:end;\n -ms-flex-align:end;\n align-items:flex-end; }\n.bp3-toast-container-bottom .bp3-toast.bp3-toast-enter:not(.bp3-toast-enter-active),\n.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),\n.bp3-toast-container-bottom .bp3-toast.bp3-toast-appear:not(.bp3-toast-appear-active) ~ .bp3-toast,\n.bp3-toast-container-bottom .bp3-toast.bp3-toast-exit-active ~ .bp3-toast,\n.bp3-toast-container-bottom .bp3-toast.bp3-toast-leave-active ~ .bp3-toast{\n -webkit-transform:translateY(60px);\n transform:translateY(60px); }\n.bp3-tooltip{\n -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);\n 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);\n -webkit-transform:scale(1);\n transform:scale(1); }\n .bp3-tooltip .bp3-popover-arrow{\n height:22px;\n position:absolute;\n width:22px; }\n .bp3-tooltip .bp3-popover-arrow::before{\n height:14px;\n margin:4px;\n width:14px; }\n .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-tooltip{\n margin-bottom:11px;\n margin-top:-11px; }\n .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-tooltip > .bp3-popover-arrow{\n bottom:-8px; }\n .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-tooltip > .bp3-popover-arrow svg{\n -webkit-transform:rotate(-90deg);\n transform:rotate(-90deg); }\n .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-tooltip{\n margin-left:11px; }\n .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-tooltip > .bp3-popover-arrow{\n left:-8px; }\n .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-tooltip > .bp3-popover-arrow svg{\n -webkit-transform:rotate(0);\n transform:rotate(0); }\n .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-tooltip{\n margin-top:11px; }\n .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-tooltip > .bp3-popover-arrow{\n top:-8px; }\n .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-tooltip > .bp3-popover-arrow svg{\n -webkit-transform:rotate(90deg);\n transform:rotate(90deg); }\n .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-tooltip{\n margin-left:-11px;\n margin-right:11px; }\n .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-tooltip > .bp3-popover-arrow{\n right:-8px; }\n .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-tooltip > .bp3-popover-arrow svg{\n -webkit-transform:rotate(180deg);\n transform:rotate(180deg); }\n .bp3-tether-element-attached-middle > .bp3-tooltip > .bp3-popover-arrow{\n top:50%;\n -webkit-transform:translateY(-50%);\n transform:translateY(-50%); }\n .bp3-tether-element-attached-center > .bp3-tooltip > .bp3-popover-arrow{\n right:50%;\n -webkit-transform:translateX(50%);\n transform:translateX(50%); }\n .bp3-tether-element-attached-top.bp3-tether-target-attached-top > .bp3-tooltip > .bp3-popover-arrow{\n top:-0.22183px; }\n .bp3-tether-element-attached-right.bp3-tether-target-attached-right > .bp3-tooltip > .bp3-popover-arrow{\n right:-0.22183px; }\n .bp3-tether-element-attached-left.bp3-tether-target-attached-left > .bp3-tooltip > .bp3-popover-arrow{\n left:-0.22183px; }\n .bp3-tether-element-attached-bottom.bp3-tether-target-attached-bottom > .bp3-tooltip > .bp3-popover-arrow{\n bottom:-0.22183px; }\n .bp3-tether-element-attached-top.bp3-tether-element-attached-left > .bp3-tooltip{\n -webkit-transform-origin:top left;\n transform-origin:top left; }\n .bp3-tether-element-attached-top.bp3-tether-element-attached-center > .bp3-tooltip{\n -webkit-transform-origin:top center;\n transform-origin:top center; }\n .bp3-tether-element-attached-top.bp3-tether-element-attached-right > .bp3-tooltip{\n -webkit-transform-origin:top right;\n transform-origin:top right; }\n .bp3-tether-element-attached-middle.bp3-tether-element-attached-left > .bp3-tooltip{\n -webkit-transform-origin:center left;\n transform-origin:center left; }\n .bp3-tether-element-attached-middle.bp3-tether-element-attached-center > .bp3-tooltip{\n -webkit-transform-origin:center center;\n transform-origin:center center; }\n .bp3-tether-element-attached-middle.bp3-tether-element-attached-right > .bp3-tooltip{\n -webkit-transform-origin:center right;\n transform-origin:center right; }\n .bp3-tether-element-attached-bottom.bp3-tether-element-attached-left > .bp3-tooltip{\n -webkit-transform-origin:bottom left;\n transform-origin:bottom left; }\n .bp3-tether-element-attached-bottom.bp3-tether-element-attached-center > .bp3-tooltip{\n -webkit-transform-origin:bottom center;\n transform-origin:bottom center; }\n .bp3-tether-element-attached-bottom.bp3-tether-element-attached-right > .bp3-tooltip{\n -webkit-transform-origin:bottom right;\n transform-origin:bottom right; }\n .bp3-tooltip .bp3-popover-content{\n background:#394b59;\n color:#f5f8fa; }\n .bp3-tooltip .bp3-popover-arrow::before{\n -webkit-box-shadow:1px 1px 6px rgba(16, 22, 26, 0.2);\n box-shadow:1px 1px 6px rgba(16, 22, 26, 0.2); }\n .bp3-tooltip .bp3-popover-arrow-border{\n fill:#10161a;\n fill-opacity:0.1; }\n .bp3-tooltip .bp3-popover-arrow-fill{\n fill:#394b59; }\n .bp3-popover-enter > .bp3-tooltip, .bp3-popover-appear > .bp3-tooltip{\n -webkit-transform:scale(0.8);\n transform:scale(0.8); }\n .bp3-popover-enter-active > .bp3-tooltip, .bp3-popover-appear-active > .bp3-tooltip{\n -webkit-transform:scale(1);\n transform:scale(1);\n -webkit-transition-delay:0;\n transition-delay:0;\n -webkit-transition-duration:100ms;\n transition-duration:100ms;\n -webkit-transition-property:-webkit-transform;\n transition-property:-webkit-transform;\n transition-property:transform;\n transition-property:transform, -webkit-transform;\n -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);\n transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }\n .bp3-popover-exit > .bp3-tooltip{\n -webkit-transform:scale(1);\n transform:scale(1); }\n .bp3-popover-exit-active > .bp3-tooltip{\n -webkit-transform:scale(0.8);\n transform:scale(0.8);\n -webkit-transition-delay:0;\n transition-delay:0;\n -webkit-transition-duration:100ms;\n transition-duration:100ms;\n -webkit-transition-property:-webkit-transform;\n transition-property:-webkit-transform;\n transition-property:transform;\n transition-property:transform, -webkit-transform;\n -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);\n transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }\n .bp3-tooltip .bp3-popover-content{\n padding:10px 12px; }\n .bp3-tooltip.bp3-dark,\n .bp3-dark .bp3-tooltip{\n -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);\n 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); }\n .bp3-tooltip.bp3-dark .bp3-popover-content,\n .bp3-dark .bp3-tooltip .bp3-popover-content{\n background:#e1e8ed;\n color:#394b59; }\n .bp3-tooltip.bp3-dark .bp3-popover-arrow::before,\n .bp3-dark .bp3-tooltip .bp3-popover-arrow::before{\n -webkit-box-shadow:1px 1px 6px rgba(16, 22, 26, 0.4);\n box-shadow:1px 1px 6px rgba(16, 22, 26, 0.4); }\n .bp3-tooltip.bp3-dark .bp3-popover-arrow-border,\n .bp3-dark .bp3-tooltip .bp3-popover-arrow-border{\n fill:#10161a;\n fill-opacity:0.2; }\n .bp3-tooltip.bp3-dark .bp3-popover-arrow-fill,\n .bp3-dark .bp3-tooltip .bp3-popover-arrow-fill{\n fill:#e1e8ed; }\n .bp3-tooltip.bp3-intent-primary .bp3-popover-content{\n background:#137cbd;\n color:#ffffff; }\n .bp3-tooltip.bp3-intent-primary .bp3-popover-arrow-fill{\n fill:#137cbd; }\n .bp3-tooltip.bp3-intent-success .bp3-popover-content{\n background:#0f9960;\n color:#ffffff; }\n .bp3-tooltip.bp3-intent-success .bp3-popover-arrow-fill{\n fill:#0f9960; }\n .bp3-tooltip.bp3-intent-warning .bp3-popover-content{\n background:#d9822b;\n color:#ffffff; }\n .bp3-tooltip.bp3-intent-warning .bp3-popover-arrow-fill{\n fill:#d9822b; }\n .bp3-tooltip.bp3-intent-danger .bp3-popover-content{\n background:#db3737;\n color:#ffffff; }\n .bp3-tooltip.bp3-intent-danger .bp3-popover-arrow-fill{\n fill:#db3737; }\n.bp3-tooltip-indicator{\n border-bottom:dotted 1px;\n cursor:help; }\n.bp3-tree .bp3-icon, .bp3-tree .bp3-icon-standard, .bp3-tree .bp3-icon-large{\n color:#5c7080; }\n .bp3-tree .bp3-icon.bp3-intent-primary, .bp3-tree .bp3-icon-standard.bp3-intent-primary, .bp3-tree .bp3-icon-large.bp3-intent-primary{\n color:#137cbd; }\n .bp3-tree .bp3-icon.bp3-intent-success, .bp3-tree .bp3-icon-standard.bp3-intent-success, .bp3-tree .bp3-icon-large.bp3-intent-success{\n color:#0f9960; }\n .bp3-tree .bp3-icon.bp3-intent-warning, .bp3-tree .bp3-icon-standard.bp3-intent-warning, .bp3-tree .bp3-icon-large.bp3-intent-warning{\n color:#d9822b; }\n .bp3-tree .bp3-icon.bp3-intent-danger, .bp3-tree .bp3-icon-standard.bp3-intent-danger, .bp3-tree .bp3-icon-large.bp3-intent-danger{\n color:#db3737; }\n.bp3-tree-node-list{\n list-style:none;\n margin:0;\n padding-left:0; }\n.bp3-tree-root{\n background-color:transparent;\n cursor:default;\n padding-left:0;\n position:relative; }\n.bp3-tree-node-content-0{\n padding-left:0px; }\n.bp3-tree-node-content-1{\n padding-left:23px; }\n.bp3-tree-node-content-2{\n padding-left:46px; }\n.bp3-tree-node-content-3{\n padding-left:69px; }\n.bp3-tree-node-content-4{\n padding-left:92px; }\n.bp3-tree-node-content-5{\n padding-left:115px; }\n.bp3-tree-node-content-6{\n padding-left:138px; }\n.bp3-tree-node-content-7{\n padding-left:161px; }\n.bp3-tree-node-content-8{\n padding-left:184px; }\n.bp3-tree-node-content-9{\n padding-left:207px; }\n.bp3-tree-node-content-10{\n padding-left:230px; }\n.bp3-tree-node-content-11{\n padding-left:253px; }\n.bp3-tree-node-content-12{\n padding-left:276px; }\n.bp3-tree-node-content-13{\n padding-left:299px; }\n.bp3-tree-node-content-14{\n padding-left:322px; }\n.bp3-tree-node-content-15{\n padding-left:345px; }\n.bp3-tree-node-content-16{\n padding-left:368px; }\n.bp3-tree-node-content-17{\n padding-left:391px; }\n.bp3-tree-node-content-18{\n padding-left:414px; }\n.bp3-tree-node-content-19{\n padding-left:437px; }\n.bp3-tree-node-content-20{\n padding-left:460px; }\n.bp3-tree-node-content{\n -webkit-box-align:center;\n -ms-flex-align:center;\n align-items:center;\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex;\n height:30px;\n padding-right:5px;\n width:100%; }\n .bp3-tree-node-content:hover{\n background-color:rgba(191, 204, 214, 0.4); }\n.bp3-tree-node-caret,\n.bp3-tree-node-caret-none{\n min-width:30px; }\n.bp3-tree-node-caret{\n color:#5c7080;\n cursor:pointer;\n padding:7px;\n -webkit-transform:rotate(0deg);\n transform:rotate(0deg);\n -webkit-transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);\n transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);\n transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);\n transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }\n .bp3-tree-node-caret:hover{\n color:#182026; }\n .bp3-dark .bp3-tree-node-caret{\n color:#a7b6c2; }\n .bp3-dark .bp3-tree-node-caret:hover{\n color:#f5f8fa; }\n .bp3-tree-node-caret.bp3-tree-node-caret-open{\n -webkit-transform:rotate(90deg);\n transform:rotate(90deg); }\n .bp3-tree-node-caret.bp3-icon-standard::before{\n content:\"\ue695\"; }\n.bp3-tree-node-icon{\n margin-right:7px;\n position:relative; }\n.bp3-tree-node-label{\n overflow:hidden;\n text-overflow:ellipsis;\n white-space:nowrap;\n word-wrap:normal;\n -webkit-box-flex:1;\n -ms-flex:1 1 auto;\n flex:1 1 auto;\n position:relative;\n -webkit-user-select:none;\n -moz-user-select:none;\n -ms-user-select:none;\n user-select:none; }\n .bp3-tree-node-label span{\n display:inline; }\n.bp3-tree-node-secondary-label{\n padding:0 5px;\n -webkit-user-select:none;\n -moz-user-select:none;\n -ms-user-select:none;\n user-select:none; }\n .bp3-tree-node-secondary-label .bp3-popover-wrapper,\n .bp3-tree-node-secondary-label .bp3-popover-target{\n -webkit-box-align:center;\n -ms-flex-align:center;\n align-items:center;\n display:-webkit-box;\n display:-ms-flexbox;\n display:flex; }\n.bp3-tree-node.bp3-disabled .bp3-tree-node-content{\n background-color:inherit;\n color:rgba(92, 112, 128, 0.6);\n cursor:not-allowed; }\n.bp3-tree-node.bp3-disabled .bp3-tree-node-caret,\n.bp3-tree-node.bp3-disabled .bp3-tree-node-icon{\n color:rgba(92, 112, 128, 0.6);\n cursor:not-allowed; }\n.bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content{\n background-color:#137cbd; }\n .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content,\n .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{\n color:#ffffff; }\n .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content .bp3-tree-node-caret::before{\n color:rgba(255, 255, 255, 0.7); }\n .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content .bp3-tree-node-caret:hover::before{\n color:#ffffff; }\n.bp3-dark .bp3-tree-node-content:hover{\n background-color:rgba(92, 112, 128, 0.3); }\n.bp3-dark .bp3-tree .bp3-icon, .bp3-dark .bp3-tree .bp3-icon-standard, .bp3-dark .bp3-tree .bp3-icon-large{\n color:#a7b6c2; }\n .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{\n color:#137cbd; }\n .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{\n color:#0f9960; }\n .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{\n color:#d9822b; }\n .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{\n color:#db3737; }\n.bp3-dark .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content{\n background-color:#137cbd; }\n.bp3-omnibar{\n -webkit-filter:blur(0);\n filter:blur(0);\n opacity:1;\n background-color:#ffffff;\n border-radius:3px;\n -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);\n 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);\n left:calc(50% - 250px);\n top:20vh;\n width:500px;\n z-index:21; }\n .bp3-omnibar.bp3-overlay-enter, .bp3-omnibar.bp3-overlay-appear{\n -webkit-filter:blur(20px);\n filter:blur(20px);\n opacity:0.2; }\n .bp3-omnibar.bp3-overlay-enter-active, .bp3-omnibar.bp3-overlay-appear-active{\n -webkit-filter:blur(0);\n filter:blur(0);\n opacity:1;\n -webkit-transition-delay:0;\n transition-delay:0;\n -webkit-transition-duration:200ms;\n transition-duration:200ms;\n -webkit-transition-property:opacity, -webkit-filter;\n transition-property:opacity, -webkit-filter;\n transition-property:filter, opacity;\n transition-property:filter, opacity, -webkit-filter;\n -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);\n transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }\n .bp3-omnibar.bp3-overlay-exit{\n -webkit-filter:blur(0);\n filter:blur(0);\n opacity:1; }\n .bp3-omnibar.bp3-overlay-exit-active{\n -webkit-filter:blur(20px);\n filter:blur(20px);\n opacity:0.2;\n -webkit-transition-delay:0;\n transition-delay:0;\n -webkit-transition-duration:200ms;\n transition-duration:200ms;\n -webkit-transition-property:opacity, -webkit-filter;\n transition-property:opacity, -webkit-filter;\n transition-property:filter, opacity;\n transition-property:filter, opacity, -webkit-filter;\n -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);\n transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }\n .bp3-omnibar .bp3-input{\n background-color:transparent;\n border-radius:0; }\n .bp3-omnibar .bp3-input, .bp3-omnibar .bp3-input:focus{\n -webkit-box-shadow:none;\n box-shadow:none; }\n .bp3-omnibar .bp3-menu{\n background-color:transparent;\n border-radius:0;\n -webkit-box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.15);\n box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.15);\n max-height:calc(60vh - 40px);\n overflow:auto; }\n .bp3-omnibar .bp3-menu:empty{\n display:none; }\n .bp3-dark .bp3-omnibar, .bp3-omnibar.bp3-dark{\n background-color:#30404d;\n -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);\n 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); }\n.bp3-omnibar-overlay .bp3-overlay-backdrop{\n background-color:rgba(16, 22, 26, 0.2); }\n.bp3-select-popover .bp3-popover-content{\n padding:5px; }\n.bp3-select-popover .bp3-input-group{\n margin-bottom:0; }\n.bp3-select-popover .bp3-menu{\n max-height:300px;\n max-width:400px;\n overflow:auto;\n padding:0; }\n .bp3-select-popover .bp3-menu:not(:first-child){\n padding-top:5px; }\n.bp3-multi-select{\n min-width:150px; }\n.bp3-multi-select-popover .bp3-menu{\n max-height:300px;\n max-width:400px;\n overflow:auto; }\n.bp3-select-popover .bp3-popover-content{\n padding:5px; }\n.bp3-select-popover .bp3-input-group{\n margin-bottom:0; }\n.bp3-select-popover .bp3-menu{\n max-height:300px;\n max-width:400px;\n overflow:auto;\n padding:0; }\n .bp3-select-popover .bp3-menu:not(:first-child){\n padding-top:5px; }\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*\/\n\/* This file was auto-generated by ensureUiComponents() in @jupyterlab\/buildutils *\/\n\/**\n * (DEPRECATED) Support for consuming icons as CSS background images\n *\/\n\/* Icons urls *\/\n:root {\n --jp-icon-add-above: url(data:image\/svg+xml;base64,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);\n --jp-icon-add-below: url(data:image\/svg+xml;base64,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);\n --jp-icon-add: url(data:image\/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTE5IDEzaC02djZoLTJ2LTZINXYtMmg2VjVoMnY2aDZ2MnoiLz4KICA8L2c+Cjwvc3ZnPgo=);\n --jp-icon-bell: url(data:image\/svg+xml;base64,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);\n --jp-icon-bug-dot: url(data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMjQiIGhlaWdodD0iMjQiIHZpZXdCb3g9IjAgMCAyNCAyNCIgZmlsbD0ibm9uZSIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiM2MTYxNjEiPgogICAgICAgIDxwYXRoIGZpbGwtcnVsZT0iZXZlbm9kZCIgY2xpcC1ydWxlPSJldmVub2RkIiBkPSJNMTcuMTkgOEgyMFYxMEgxNy45MUMxNy45NiAxMC4zMyAxOCAxMC42NiAxOCAxMVYxMkgyMFYxNEgxOC41SDE4VjE0LjAyNzVDMTUuNzUgMTQuMjc2MiAxNCAxNi4xODM3IDE0IDE4LjVDMTQgMTkuMjA4IDE0LjE2MzUgMTkuODc3OSAxNC40NTQ5IDIwLjQ3MzlDMTMuNzA2MyAyMC44MTE3IDEyLjg3NTcgMjEgMTIgMjFDOS43OCAyMSA3Ljg1IDE5Ljc5IDYuODEgMThINFYxNkg2LjA5QzYuMDQgMTUuNjcgNiAxNS4zNCA2IDE1VjE0SDRWMTJINlYxMUM2IDEwLjY2IDYuMDQgMTAuMzMgNi4wOSAxMEg0VjhINi44MUM3LjI2IDcuMjIgNy44OCA2LjU1IDguNjIgNi4wNEw3IDQuNDFMOC40MSAzTDEwLjU5IDUuMTdDMTEuMDQgNS4wNiAxMS41MSA1IDEyIDVDMTIuNDkgNSAxMi45NiA1LjA2IDEzLjQyIDUuMTdMMTUuNTkgM0wxNyA0LjQxTDE1LjM3IDYuMDRDMTYuMTIgNi41NSAxNi43NCA3LjIyIDE3LjE5IDhaTTEwIDE2SDE0VjE0SDEwVjE2Wk0xMCAxMkgxNFYxMEgxMFYxMloiIGZpbGw9IiM2MTYxNjEiLz4KICAgICAgICA8cGF0aCBkPSJNMjIgMTguNUMyMiAyMC40MzMgMjAuNDMzIDIyIDE4LjUgMjJDMTYuNTY3IDIyIDE1IDIwLjQzMyAxNSAxOC41QzE1IDE2LjU2NyAxNi41NjcgMTUgMTguNSAxNUMyMC40MzMgMTUgMjIgMTYuNTY3IDIyIDE4LjVaIiBmaWxsPSIjNjE2MTYxIi8+CiAgICA8L2c+Cjwvc3ZnPgo=);\n --jp-icon-bug: url(data:image\/svg+xml;base64,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);\n --jp-icon-build: url(data:image\/svg+xml;base64,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);\n --jp-icon-caret-down-empty-thin: url(data:image\/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIwIDIwIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwb2x5Z29uIGNsYXNzPSJzdDEiIHBvaW50cz0iOS45LDEzLjYgMy42LDcuNCA0LjQsNi42IDkuOSwxMi4yIDE1LjQsNi43IDE2LjEsNy40ICIvPgoJPC9nPgo8L3N2Zz4K);\n --jp-icon-caret-down-empty: url(data:image\/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiIHNoYXBlLXJlbmRlcmluZz0iZ2VvbWV0cmljUHJlY2lzaW9uIj4KICAgIDxwYXRoIGQ9Ik01LjIsNS45TDksOS43bDMuOC0zLjhsMS4yLDEuMmwtNC45LDVsLTQuOS01TDUuMiw1Ljl6Ii8+CiAgPC9nPgo8L3N2Zz4K);\n --jp-icon-caret-down: url(data:image\/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiIHNoYXBlLXJlbmRlcmluZz0iZ2VvbWV0cmljUHJlY2lzaW9uIj4KICAgIDxwYXRoIGQ9Ik01LjIsNy41TDksMTEuMmwzLjgtMy44SDUuMnoiLz4KICA8L2c+Cjwvc3ZnPgo=);\n --jp-icon-caret-left: url(data:image\/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwYXRoIGQ9Ik0xMC44LDEyLjhMNy4xLDlsMy44LTMuOGwwLDcuNkgxMC44eiIvPgogIDwvZz4KPC9zdmc+Cg==);\n --jp-icon-caret-right: url(data:image\/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiIHNoYXBlLXJlbmRlcmluZz0iZ2VvbWV0cmljUHJlY2lzaW9uIj4KICAgIDxwYXRoIGQ9Ik03LjIsNS4yTDEwLjksOWwtMy44LDMuOFY1LjJINy4yeiIvPgogIDwvZz4KPC9zdmc+Cg==);\n --jp-icon-caret-up-empty-thin: url(data:image\/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIwIDIwIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwb2x5Z29uIGNsYXNzPSJzdDEiIHBvaW50cz0iMTUuNCwxMy4zIDkuOSw3LjcgNC40LDEzLjIgMy42LDEyLjUgOS45LDYuMyAxNi4xLDEyLjYgIi8+Cgk8L2c+Cjwvc3ZnPgo=);\n --jp-icon-caret-up: url(data:image\/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwYXRoIGQ9Ik01LjIsMTAuNUw5LDYuOGwzLjgsMy44SDUuMnoiLz4KICA8L2c+Cjwvc3ZnPgo=);\n --jp-icon-case-sensitive: url(data:image\/svg+xml;base64,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);\n --jp-icon-check: url(data:image\/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIj4KICAgIDxwYXRoIGQ9Ik05IDE2LjE3TDQuODMgMTJsLTEuNDIgMS40MUw5IDE5IDIxIDdsLTEuNDEtMS40MXoiLz4KICA8L2c+Cjwvc3ZnPgo=);\n --jp-icon-circle-empty: url(data:image\/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEyIDJDNi40NyAyIDIgNi40NyAyIDEyczQuNDcgMTAgMTAgMTAgMTAtNC40NyAxMC0xMFMxNy41MyAyIDEyIDJ6bTAgMThjLTQuNDEgMC04LTMuNTktOC04czMuNTktOCA4LTggOCAzLjU5IDggOC0zLjU5IDgtOCA4eiIvPgogIDwvZz4KPC9zdmc+Cg==);\n --jp-icon-circle: url(data:image\/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMTggMTgiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPGNpcmNsZSBjeD0iOSIgY3k9IjkiIHI9IjgiLz4KICA8L2c+Cjwvc3ZnPgo=);\n --jp-icon-clear: url(data:image\/svg+xml;base64,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);\n --jp-icon-close: url(data:image\/svg+xml;base64,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);\n --jp-icon-code: url(data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMjIiIGhlaWdodD0iMjIiIHZpZXdCb3g9IjAgMCAyOCAyOCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CgkJPHBhdGggZD0iTTExLjQgMTguNkw2LjggMTRMMTEuNCA5LjRMMTAgOEw0IDE0TDEwIDIwTDExLjQgMTguNlpNMTYuNiAxOC42TDIxLjIgMTRMMTYuNiA5LjRMMTggOEwyNCAxNEwxOCAyMEwxNi42IDE4LjZWMTguNloiLz4KCTwvZz4KPC9zdmc+Cg==);\n --jp-icon-console: url(data:image\/svg+xml;base64,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);\n --jp-icon-copy: url(data:image\/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMTggMTgiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTExLjksMUgzLjJDMi40LDEsMS43LDEuNywxLjcsMi41djEwLjJoMS41VjIuNWg4LjdWMXogTTE0LjEsMy45aC04Yy0wLjgsMC0xLjUsMC43LTEuNSwxLjV2MTAuMmMwLDAuOCwwLjcsMS41LDEuNSwxLjVoOCBjMC44LDAsMS41LTAuNywxLjUtMS41VjUuNEMxNS41LDQuNiwxNC45LDMuOSwxNC4xLDMuOXogTTE0LjEsMTUuNWgtOFY1LjRoOFYxNS41eiIvPgogIDwvZz4KPC9zdmc+Cg==);\n --jp-icon-copyright: url(data:image\/svg+xml;base64,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);\n --jp-icon-cut: url(data:image\/svg+xml;base64,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);\n --jp-icon-delete: url(data:image\/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHZpZXdCb3g9IjAgMCAyNCAyNCIgd2lkdGg9IjE2cHgiIGhlaWdodD0iMTZweCI+CiAgICA8cGF0aCBkPSJNMCAwaDI0djI0SDB6IiBmaWxsPSJub25lIiAvPgogICAgPHBhdGggY2xhc3M9ImpwLWljb24zIiBmaWxsPSIjNjI2MjYyIiBkPSJNNiAxOWMwIDEuMS45IDIgMiAyaDhjMS4xIDAgMi0uOSAyLTJWN0g2djEyek0xOSA0aC0zLjVsLTEtMWgtNWwtMSAxSDV2MmgxNFY0eiIgLz4KPC9zdmc+Cg==);\n --jp-icon-download: url(data:image\/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTE5IDloLTRWM0g5djZINWw3IDcgNy03ek01IDE4djJoMTR2LTJINXoiLz4KICA8L2c+Cjwvc3ZnPgo=);\n --jp-icon-duplicate: url(data:image\/svg+xml;base64,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);\n --jp-icon-edit: url(data:image\/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTMgMTcuMjVWMjFoMy43NUwxNy44MSA5Ljk0bC0zLjc1LTMuNzVMMyAxNy4yNXpNMjAuNzEgNy4wNGMuMzktLjM5LjM5LTEuMDIgMC0xLjQxbC0yLjM0LTIuMzRjLS4zOS0uMzktMS4wMi0uMzktMS40MSAwbC0xLjgzIDEuODMgMy43NSAzLjc1IDEuODMtMS44M3oiLz4KICA8L2c+Cjwvc3ZnPgo=);\n --jp-icon-ellipses: url(data:image\/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPGNpcmNsZSBjeD0iNSIgY3k9IjEyIiByPSIyIi8+CiAgICA8Y2lyY2xlIGN4PSIxMiIgY3k9IjEyIiByPSIyIi8+CiAgICA8Y2lyY2xlIGN4PSIxOSIgY3k9IjEyIiByPSIyIi8+CiAgPC9nPgo8L3N2Zz4K);\n --jp-icon-extension: url(data:image\/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTIwLjUgMTFIMTlWN2MwLTEuMS0uOS0yLTItMmgtNFYzLjVDMTMgMi4xMiAxMS44OCAxIDEwLjUgMVM4IDIuMTIgOCAzLjVWNUg0Yy0xLjEgMC0xLjk5LjktMS45OSAydjMuOEgzLjVjMS40OSAwIDIuNyAxLjIxIDIuNyAyLjdzLTEuMjEgMi43LTIuNyAyLjdIMlYyMGMwIDEuMS45IDIgMiAyaDMuOHYtMS41YzAtMS40OSAxLjIxLTIuNyAyLjctMi43IDEuNDkgMCAyLjcgMS4yMSAyLjcgMi43VjIySDE3YzEuMSAwIDItLjkgMi0ydi00aDEuNWMxLjM4IDAgMi41LTEuMTIgMi41LTIuNVMyMS44OCAxMSAyMC41IDExeiIvPgogIDwvZz4KPC9zdmc+Cg==);\n --jp-icon-fast-forward: url(data:image\/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIyNCIgaGVpZ2h0PSIyNCIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTQgMThsOC41LTZMNCA2djEyem05LTEydjEybDguNS02TDEzIDZ6Ii8+CiAgICA8L2c+Cjwvc3ZnPgo=);\n --jp-icon-file-upload: url(data:image\/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTkgMTZoNnYtNmg0bC03LTctNyA3aDR6bS00IDJoMTR2Mkg1eiIvPgogIDwvZz4KPC9zdmc+Cg==);\n --jp-icon-file: url(data:image\/svg+xml;base64,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);\n --jp-icon-filter-list: url(data:image\/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEwIDE4aDR2LTJoLTR2MnpNMyA2djJoMThWNkgzem0zIDdoMTJ2LTJINnYyeiIvPgogIDwvZz4KPC9zdmc+Cg==);\n --jp-icon-folder-favorite: url(data:image\/svg+xml;base64,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);\n --jp-icon-folder: url(data:image\/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBkPSJNMTAgNEg0Yy0xLjEgMC0xLjk5LjktMS45OSAyTDIgMThjMCAxLjEuOSAyIDIgMmgxNmMxLjEgMCAyLS45IDItMlY4YzAtMS4xLS45LTItMi0yaC04bC0yLTJ6Ii8+Cjwvc3ZnPgo=);\n --jp-icon-home: url(data:image\/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIGhlaWdodD0iMjRweCIgdmlld0JveD0iMCAwIDI0IDI0IiB3aWR0aD0iMjRweCIgZmlsbD0iIzAwMDAwMCI+CiAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPjxwYXRoIGNsYXNzPSJqcC1pY29uMyBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiM2MTYxNjEiIGQ9Ik0xMCAyMHYtNmg0djZoNXYtOGgzTDEyIDMgMiAxMmgzdjh6Ii8+Cjwvc3ZnPgo=);\n --jp-icon-html5: url(data:image\/svg+xml;base64,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);\n --jp-icon-image: url(data:image\/svg+xml;base64,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);\n --jp-icon-inspector: url(data:image\/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtaW5zcGVjdG9yLWljb24tY29sb3IganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBkPSJNMjAgNEg0Yy0xLjEgMC0xLjk5LjktMS45OSAyTDIgMThjMCAxLjEuOSAyIDIgMmgxNmMxLjEgMCAyLS45IDItMlY2YzAtMS4xLS45LTItMi0yem0tNSAxNEg0di00aDExdjR6bTAtNUg0VjloMTF2NHptNSA1aC00VjloNHY5eiIvPgo8L3N2Zz4K);\n --jp-icon-json: url(data:image\/svg+xml;base64,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);\n --jp-icon-julia: url(data:image\/svg+xml;base64,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);\n --jp-icon-jupyter-favicon: url(data:image\/svg+xml;base64,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);\n --jp-icon-jupyter: url(data:image\/svg+xml;base64,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);\n --jp-icon-jupyterlab-wordmark: url(data:image\/svg+xml;base64,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);\n --jp-icon-kernel: url(data:image\/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxwYXRoIGNsYXNzPSJqcC1pY29uMiIgZmlsbD0iIzYxNjE2MSIgZD0iTTE1IDlIOXY2aDZWOXptLTIgNGgtMnYtMmgydjJ6bTgtMlY5aC0yVjdjMC0xLjEtLjktMi0yLTJoLTJWM2gtMnYyaC0yVjNIOXYySDdjLTEuMSAwLTIgLjktMiAydjJIM3YyaDJ2MkgzdjJoMnYyYzAgMS4xLjkgMiAyIDJoMnYyaDJ2LTJoMnYyaDJ2LTJoMmMxLjEgMCAyLS45IDItMnYtMmgydi0yaC0ydi0yaDJ6bS00IDZIN1Y3aDEwdjEweiIvPgo8L3N2Zz4K);\n --jp-icon-keyboard: url(data:image\/svg+xml;base64,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);\n --jp-icon-launch: url(data:image\/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMzIgMzIiIHdpZHRoPSIzMiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIj4KICAgIDxwYXRoIGQ9Ik0yNiwyOEg2YTIuMDAyNywyLjAwMjcsMCwwLDEtMi0yVjZBMi4wMDI3LDIuMDAyNywwLDAsMSw2LDRIMTZWNkg2VjI2SDI2VjE2aDJWMjZBMi4wMDI3LDIuMDAyNywwLDAsMSwyNiwyOFoiLz4KICAgIDxwb2x5Z29uIHBvaW50cz0iMjAgMiAyMCA0IDI2LjU4NiA0IDE4IDEyLjU4NiAxOS40MTQgMTQgMjggNS40MTQgMjggMTIgMzAgMTIgMzAgMiAyMCAyIi8+CiAgPC9nPgo8L3N2Zz4K);\n --jp-icon-launcher: url(data:image\/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBkPSJNMTkgMTlINVY1aDdWM0g1YTIgMiAwIDAwLTIgMnYxNGEyIDIgMCAwMDIgMmgxNGMxLjEgMCAyLS45IDItMnYtN2gtMnY3ek0xNCAzdjJoMy41OWwtOS44MyA5LjgzIDEuNDEgMS40MUwxOSA2LjQxVjEwaDJWM2gtN3oiLz4KPC9zdmc+Cg==);\n --jp-icon-line-form: url(data:image\/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxwYXRoIGZpbGw9IndoaXRlIiBkPSJNNS44OCA0LjEyTDEzLjc2IDEybC03Ljg4IDcuODhMOCAyMmwxMC0xMEw4IDJ6Ii8+Cjwvc3ZnPgo=);\n --jp-icon-link: url(data:image\/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTMuOSAxMmMwLTEuNzEgMS4zOS0zLjEgMy4xLTMuMWg0VjdIN2MtMi43NiAwLTUgMi4yNC01IDVzMi4yNCA1IDUgNWg0di0xLjlIN2MtMS43MSAwLTMuMS0xLjM5LTMuMS0zLjF6TTggMTNoOHYtMkg4djJ6bTktNmgtNHYxLjloNGMxLjcxIDAgMy4xIDEuMzkgMy4xIDMuMXMtMS4zOSAzLjEtMy4xIDMuMWgtNFYxN2g0YzIuNzYgMCA1LTIuMjQgNS01cy0yLjI0LTUtNS01eiIvPgogIDwvZz4KPC9zdmc+Cg==);\n --jp-icon-list: url(data:image\/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxwYXRoIGNsYXNzPSJqcC1pY29uMiBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiM2MTYxNjEiIGQ9Ik0xOSA1djE0SDVWNWgxNG0xLjEtMkgzLjljLS41IDAtLjkuNC0uOS45djE2LjJjMCAuNC40LjkuOS45aDE2LjJjLjQgMCAuOS0uNS45LS45VjMuOWMwLS41LS41LS45LS45LS45ek0xMSA3aDZ2MmgtNlY3em0wIDRoNnYyaC02di0yem0wIDRoNnYyaC02ek03IDdoMnYySDd6bTAgNGgydjJIN3ptMCA0aDJ2Mkg3eiIvPgo8L3N2Zz4=);\n --jp-icon-listings-info: url(data:image\/svg+xml;base64,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);\n --jp-icon-markdown: url(data:image\/svg+xml;base64,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);\n --jp-icon-move-down: url(data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMTQiIGhlaWdodD0iMTQiIHZpZXdCb3g9IjAgMCAxNCAxNCIgZmlsbD0ibm9uZSIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KPHBhdGggY2xhc3M9ImpwLWljb24zIiBkPSJNMTIuNDcxIDcuNTI4OTlDMTIuNzYzMiA3LjIzNjg0IDEyLjc2MzIgNi43NjMxNiAxMi40NzEgNi40NzEwMVY2LjQ3MTAxQzEyLjE3OSA2LjE3OTA1IDExLjcwNTcgNi4xNzg4NCAxMS40MTM1IDYuNDcwNTRMNy43NSAxMC4xMjc1VjEuNzVDNy43NSAxLjMzNTc5IDcuNDE0MjEgMSA3IDFWMUM2LjU4NTc5IDEgNi4yNSAxLjMzNTc5IDYuMjUgMS43NVYxMC4xMjc1TDIuNTk3MjYgNi40NjgyMkMyLjMwMzM4IDYuMTczODEgMS44MjY0MSA2LjE3MzU5IDEuNTMyMjYgNi40Njc3NFY2LjQ2Nzc0QzEuMjM4MyA2Ljc2MTcgMS4yMzgzIDcuMjM4MyAxLjUzMjI2IDcuNTMyMjZMNi4yOTI4OSAxMi4yOTI5QzYuNjgzNDIgMTIuNjgzNCA3LjMxNjU4IDEyLjY4MzQgNy43MDcxMSAxMi4yOTI5TDEyLjQ3MSA3LjUyODk5WiIgZmlsbD0iIzYxNjE2MSIvPgo8L3N2Zz4K);\n --jp-icon-move-up: url(data:image\/svg+xml;base64,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);\n --jp-icon-new-folder: url(data:image\/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTIwIDZoLThsLTItMkg0Yy0xLjExIDAtMS45OS44OS0xLjk5IDJMMiAxOGMwIDEuMTEuODkgMiAyIDJoMTZjMS4xMSAwIDItLjg5IDItMlY4YzAtMS4xMS0uODktMi0yLTJ6bS0xIDhoLTN2M2gtMnYtM2gtM3YtMmgzVjloMnYzaDN2MnoiLz4KICA8L2c+Cjwvc3ZnPgo=);\n --jp-icon-not-trusted: url(data:image\/svg+xml;base64,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);\n --jp-icon-notebook: url(data:image\/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8ZyBjbGFzcz0ianAtbm90ZWJvb2staWNvbi1jb2xvciBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiNFRjZDMDAiPgogICAgPHBhdGggZD0iTTE4LjcgMy4zdjE1LjRIMy4zVjMuM2gxNS40bTEuNS0xLjVIMS44djE4LjNoMTguM2wuMS0xOC4zeiIvPgogICAgPHBhdGggZD0iTTE2LjUgMTYuNWwtNS40LTQuMy01LjYgNC4zdi0xMWgxMXoiLz4KICA8L2c+Cjwvc3ZnPgo=);\n --jp-icon-numbering: url(data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMjIiIGhlaWdodD0iMjIiIHZpZXdCb3g9IjAgMCAyOCAyOCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CgkJPHBhdGggZD0iTTQgMTlINlYxOS41SDVWMjAuNUg2VjIxSDRWMjJIN1YxOEg0VjE5Wk01IDEwSDZWNkg0VjdINVYxMFpNNCAxM0g1LjhMNCAxNS4xVjE2SDdWMTVINS4yTDcgMTIuOVYxMkg0VjEzWk05IDdWOUgyM1Y3SDlaTTkgMjFIMjNWMTlIOVYyMVpNOSAxNUgyM1YxM0g5VjE1WiIvPgoJPC9nPgo8L3N2Zz4K);\n --jp-icon-offline-bolt: url(data:image\/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHZpZXdCb3g9IjAgMCAyNCAyNCIgd2lkdGg9IjE2Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEyIDIuMDJjLTUuNTEgMC05Ljk4IDQuNDctOS45OCA5Ljk4czQuNDcgOS45OCA5Ljk4IDkuOTggOS45OC00LjQ3IDkuOTgtOS45OFMxNy41MSAyLjAyIDEyIDIuMDJ6TTExLjQ4IDIwdi02LjI2SDhMMTMgNHY2LjI2aDMuMzVMMTEuNDggMjB6Ii8+CiAgPC9nPgo8L3N2Zz4K);\n --jp-icon-palette: url(data:image\/svg+xml;base64,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);\n --jp-icon-paste: url(data:image\/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTE5IDJoLTQuMThDMTQuNC44NCAxMy4zIDAgMTIgMGMtMS4zIDAtMi40Ljg0LTIuODIgMkg1Yy0xLjEgMC0yIC45LTIgMnYxNmMwIDEuMS45IDIgMiAyaDE0YzEuMSAwIDItLjkgMi0yVjRjMC0xLjEtLjktMi0yLTJ6bS03IDBjLjU1IDAgMSAuNDUgMSAxcy0uNDUgMS0xIDEtMS0uNDUtMS0xIC40NS0xIDEtMXptNyAxOEg1VjRoMnYzaDEwVjRoMnYxNnoiLz4KICAgIDwvZz4KPC9zdmc+Cg==);\n --jp-icon-pdf: url(data:image\/svg+xml;base64,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);\n --jp-icon-python: url(data:image\/svg+xml;base64,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);\n --jp-icon-r-kernel: url(data:image\/svg+xml;base64,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);\n --jp-icon-react: url(data:image\/svg+xml;base64,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);\n --jp-icon-redo: url(data:image\/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIGhlaWdodD0iMjQiIHZpZXdCb3g9IjAgMCAyNCAyNCIgd2lkdGg9IjE2Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgICA8cGF0aCBkPSJNMCAwaDI0djI0SDB6IiBmaWxsPSJub25lIi8+PHBhdGggZD0iTTE4LjQgMTAuNkMxNi41NSA4Ljk5IDE0LjE1IDggMTEuNSA4Yy00LjY1IDAtOC41OCAzLjAzLTkuOTYgNy4yMkwzLjkgMTZjMS4wNS0zLjE5IDQuMDUtNS41IDcuNi01LjUgMS45NSAwIDMuNzMuNzIgNS4xMiAxLjg4TDEzIDE2aDlWN2wtMy42IDMuNnoiLz4KICA8L2c+Cjwvc3ZnPgo=);\n --jp-icon-refresh: url(data:image\/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTkgMTMuNWMtMi40OSAwLTQuNS0yLjAxLTQuNS00LjVTNi41MSA0LjUgOSA0LjVjMS4yNCAwIDIuMzYuNTIgMy4xNyAxLjMzTDEwIDhoNVYzbC0xLjc2IDEuNzZDMTIuMTUgMy42OCAxMC42NiAzIDkgMyA1LjY5IDMgMy4wMSA1LjY5IDMuMDEgOVM1LjY5IDE1IDkgMTVjMi45NyAwIDUuNDMtMi4xNiA1LjktNWgtMS41MmMtLjQ2IDItMi4yNCAzLjUtNC4zOCAzLjV6Ii8+CiAgICA8L2c+Cjwvc3ZnPgo=);\n --jp-icon-regex: url(data:image\/svg+xml;base64,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);\n --jp-icon-run: url(data:image\/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTggNXYxNGwxMS03eiIvPgogICAgPC9nPgo8L3N2Zz4K);\n --jp-icon-running: url(data:image\/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDUxMiA1MTIiPgogIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICA8cGF0aCBkPSJNMjU2IDhDMTE5IDggOCAxMTkgOCAyNTZzMTExIDI0OCAyNDggMjQ4IDI0OC0xMTEgMjQ4LTI0OFMzOTMgOCAyNTYgOHptOTYgMzI4YzAgOC44LTcuMiAxNi0xNiAxNkgxNzZjLTguOCAwLTE2LTcuMi0xNi0xNlYxNzZjMC04LjggNy4yLTE2IDE2LTE2aDE2MGM4LjggMCAxNiA3LjIgMTYgMTZ2MTYweiIvPgogIDwvZz4KPC9zdmc+Cg==);\n --jp-icon-save: url(data:image\/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTE3IDNINWMtMS4xMSAwLTIgLjktMiAydjE0YzAgMS4xLjg5IDIgMiAyaDE0YzEuMSAwIDItLjkgMi0yVjdsLTQtNHptLTUgMTZjLTEuNjYgMC0zLTEuMzQtMy0zczEuMzQtMyAzLTMgMyAxLjM0IDMgMy0xLjM0IDMtMyAzem0zLTEwSDVWNWgxMHY0eiIvPgogICAgPC9nPgo8L3N2Zz4K);\n --jp-icon-search: url(data:image\/svg+xml;base64,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);\n --jp-icon-settings: url(data:image\/svg+xml;base64,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);\n --jp-icon-share: url(data:image\/svg+xml;base64,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);\n --jp-icon-spreadsheet: url(data:image\/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8cGF0aCBjbGFzcz0ianAtaWNvbi1jb250cmFzdDEganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNENBRjUwIiBkPSJNMi4yIDIuMnYxNy42aDE3LjZWMi4ySDIuMnptMTUuNCA3LjdoLTUuNVY0LjRoNS41djUuNXpNOS45IDQuNHY1LjVINC40VjQuNGg1LjV6bS01LjUgNy43aDUuNXY1LjVINC40di01LjV6bTcuNyA1LjV2LTUuNWg1LjV2NS41aC01LjV6Ii8+Cjwvc3ZnPgo=);\n --jp-icon-stop: url(data:image\/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPgogICAgICAgIDxwYXRoIGQ9Ik02IDZoMTJ2MTJINnoiLz4KICAgIDwvZz4KPC9zdmc+Cg==);\n --jp-icon-tab: url(data:image\/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTIxIDNIM2MtMS4xIDAtMiAuOS0yIDJ2MTRjMCAxLjEuOSAyIDIgMmgxOGMxLjEgMCAyLS45IDItMlY1YzAtMS4xLS45LTItMi0yem0wIDE2SDNWNWgxMHY0aDh2MTB6Ii8+CiAgPC9nPgo8L3N2Zz4K);\n --jp-icon-table-rows: url(data:image\/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPgogICAgICAgIDxwYXRoIGQ9Ik0yMSw4SDNWNGgxOFY4eiBNMjEsMTBIM3Y0aDE4VjEweiBNMjEsMTZIM3Y0aDE4VjE2eiIvPgogICAgPC9nPgo8L3N2Zz4=);\n --jp-icon-tag: url(data:image\/svg+xml;base64,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);\n --jp-icon-terminal: url(data:image\/svg+xml;base64,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);\n --jp-icon-text-editor: url(data:image\/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtdGV4dC1lZGl0b3ItaWNvbi1jb2xvciBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiM2MTYxNjEiIGQ9Ik0xNSAxNUgzdjJoMTJ2LTJ6bTAtOEgzdjJoMTJWN3pNMyAxM2gxOHYtMkgzdjJ6bTAgOGgxOHYtMkgzdjJ6TTMgM3YyaDE4VjNIM3oiLz4KPC9zdmc+Cg==);\n --jp-icon-toc: url(data:image\/svg+xml;base64,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);\n --jp-icon-tree-view: url(data:image\/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPgogICAgICAgIDxwYXRoIGQ9Ik0yMiAxMVYzaC03djNIOVYzSDJ2OGg3VjhoMnYxMGg0djNoN3YtOGgtN3YzaC0yVjhoMnYzeiIvPgogICAgPC9nPgo8L3N2Zz4=);\n --jp-icon-trusted: url(data:image\/svg+xml;base64,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);\n --jp-icon-undo: url(data:image\/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEyLjUgOGMtMi42NSAwLTUuMDUuOTktNi45IDIuNkwyIDd2OWg5bC0zLjYyLTMuNjJjMS4zOS0xLjE2IDMuMTYtMS44OCA1LjEyLTEuODggMy41NCAwIDYuNTUgMi4zMSA3LjYgNS41bDIuMzctLjc4QzIxLjA4IDExLjAzIDE3LjE1IDggMTIuNSA4eiIvPgogIDwvZz4KPC9zdmc+Cg==);\n --jp-icon-user: url(data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMTYiIHZpZXdCb3g9IjAgMCAyNCAyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTE2IDdhNCA0IDAgMTEtOCAwIDQgNCAwIDAxOCAwek0xMiAxNGE3IDcgMCAwMC03IDdoMTRhNyA3IDAgMDAtNy03eiIvPgogIDwvZz4KPC9zdmc+);\n --jp-icon-users: url(data:image\/svg+xml;base64,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);\n --jp-icon-vega: url(data:image\/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8ZyBjbGFzcz0ianAtaWNvbjEganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjMjEyMTIxIj4KICAgIDxwYXRoIGQ9Ik0xMC42IDUuNGwyLjItMy4ySDIuMnY3LjNsNC02LjZ6Ii8+CiAgICA8cGF0aCBkPSJNMTUuOCAyLjJsLTQuNCA2LjZMNyA2LjNsLTQuOCA4djUuNWgxNy42VjIuMmgtNHptLTcgMTUuNEg1LjV2LTQuNGgzLjN2NC40em00LjQgMEg5LjhWOS44aDMuNHY3Ljh6bTQuNCAwaC0zLjRWNi41aDMuNHYxMS4xeiIvPgogIDwvZz4KPC9zdmc+Cg==);\n --jp-icon-yaml: url(data:image\/svg+xml;base64,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);\n}\n\/* Icon CSS class declarations *\/\n.jp-AddAboveIcon {\n background-image: var(--jp-icon-add-above);\n}\n.jp-AddBelowIcon {\n background-image: var(--jp-icon-add-below);\n}\n.jp-AddIcon {\n background-image: var(--jp-icon-add);\n}\n.jp-BellIcon {\n background-image: var(--jp-icon-bell);\n}\n.jp-BugDotIcon {\n background-image: var(--jp-icon-bug-dot);\n}\n.jp-BugIcon {\n background-image: var(--jp-icon-bug);\n}\n.jp-BuildIcon {\n background-image: var(--jp-icon-build);\n}\n.jp-CaretDownEmptyIcon {\n background-image: var(--jp-icon-caret-down-empty);\n}\n.jp-CaretDownEmptyThinIcon {\n background-image: var(--jp-icon-caret-down-empty-thin);\n}\n.jp-CaretDownIcon {\n background-image: var(--jp-icon-caret-down);\n}\n.jp-CaretLeftIcon {\n background-image: var(--jp-icon-caret-left);\n}\n.jp-CaretRightIcon {\n background-image: var(--jp-icon-caret-right);\n}\n.jp-CaretUpEmptyThinIcon {\n background-image: var(--jp-icon-caret-up-empty-thin);\n}\n.jp-CaretUpIcon {\n background-image: var(--jp-icon-caret-up);\n}\n.jp-CaseSensitiveIcon {\n background-image: var(--jp-icon-case-sensitive);\n}\n.jp-CheckIcon {\n background-image: var(--jp-icon-check);\n}\n.jp-CircleEmptyIcon {\n background-image: var(--jp-icon-circle-empty);\n}\n.jp-CircleIcon {\n background-image: var(--jp-icon-circle);\n}\n.jp-ClearIcon {\n background-image: var(--jp-icon-clear);\n}\n.jp-CloseIcon {\n background-image: var(--jp-icon-close);\n}\n.jp-CodeIcon {\n background-image: var(--jp-icon-code);\n}\n.jp-ConsoleIcon {\n background-image: var(--jp-icon-console);\n}\n.jp-CopyIcon {\n background-image: var(--jp-icon-copy);\n}\n.jp-CopyrightIcon {\n background-image: var(--jp-icon-copyright);\n}\n.jp-CutIcon {\n background-image: var(--jp-icon-cut);\n}\n.jp-DeleteIcon {\n background-image: var(--jp-icon-delete);\n}\n.jp-DownloadIcon {\n background-image: var(--jp-icon-download);\n}\n.jp-DuplicateIcon {\n background-image: var(--jp-icon-duplicate);\n}\n.jp-EditIcon {\n background-image: var(--jp-icon-edit);\n}\n.jp-EllipsesIcon {\n background-image: var(--jp-icon-ellipses);\n}\n.jp-ExtensionIcon {\n background-image: var(--jp-icon-extension);\n}\n.jp-FastForwardIcon {\n background-image: var(--jp-icon-fast-forward);\n}\n.jp-FileIcon {\n background-image: var(--jp-icon-file);\n}\n.jp-FileUploadIcon {\n background-image: var(--jp-icon-file-upload);\n}\n.jp-FilterListIcon {\n background-image: var(--jp-icon-filter-list);\n}\n.jp-FolderFavoriteIcon {\n background-image: var(--jp-icon-folder-favorite);\n}\n.jp-FolderIcon {\n background-image: var(--jp-icon-folder);\n}\n.jp-HomeIcon {\n background-image: var(--jp-icon-home);\n}\n.jp-Html5Icon {\n background-image: var(--jp-icon-html5);\n}\n.jp-ImageIcon {\n background-image: var(--jp-icon-image);\n}\n.jp-InspectorIcon {\n background-image: var(--jp-icon-inspector);\n}\n.jp-JsonIcon {\n background-image: var(--jp-icon-json);\n}\n.jp-JuliaIcon {\n background-image: var(--jp-icon-julia);\n}\n.jp-JupyterFaviconIcon {\n background-image: var(--jp-icon-jupyter-favicon);\n}\n.jp-JupyterIcon {\n background-image: var(--jp-icon-jupyter);\n}\n.jp-JupyterlabWordmarkIcon {\n background-image: var(--jp-icon-jupyterlab-wordmark);\n}\n.jp-KernelIcon {\n background-image: var(--jp-icon-kernel);\n}\n.jp-KeyboardIcon {\n background-image: var(--jp-icon-keyboard);\n}\n.jp-LaunchIcon {\n background-image: var(--jp-icon-launch);\n}\n.jp-LauncherIcon {\n background-image: var(--jp-icon-launcher);\n}\n.jp-LineFormIcon {\n background-image: var(--jp-icon-line-form);\n}\n.jp-LinkIcon {\n background-image: var(--jp-icon-link);\n}\n.jp-ListIcon {\n background-image: var(--jp-icon-list);\n}\n.jp-ListingsInfoIcon {\n background-image: var(--jp-icon-listings-info);\n}\n.jp-MarkdownIcon {\n background-image: var(--jp-icon-markdown);\n}\n.jp-MoveDownIcon {\n background-image: var(--jp-icon-move-down);\n}\n.jp-MoveUpIcon {\n background-image: var(--jp-icon-move-up);\n}\n.jp-NewFolderIcon {\n background-image: var(--jp-icon-new-folder);\n}\n.jp-NotTrustedIcon {\n background-image: var(--jp-icon-not-trusted);\n}\n.jp-NotebookIcon {\n background-image: var(--jp-icon-notebook);\n}\n.jp-NumberingIcon {\n background-image: var(--jp-icon-numbering);\n}\n.jp-OfflineBoltIcon {\n background-image: var(--jp-icon-offline-bolt);\n}\n.jp-PaletteIcon {\n background-image: var(--jp-icon-palette);\n}\n.jp-PasteIcon {\n background-image: var(--jp-icon-paste);\n}\n.jp-PdfIcon {\n background-image: var(--jp-icon-pdf);\n}\n.jp-PythonIcon {\n background-image: var(--jp-icon-python);\n}\n.jp-RKernelIcon {\n background-image: var(--jp-icon-r-kernel);\n}\n.jp-ReactIcon {\n background-image: var(--jp-icon-react);\n}\n.jp-RedoIcon {\n background-image: var(--jp-icon-redo);\n}\n.jp-RefreshIcon {\n background-image: var(--jp-icon-refresh);\n}\n.jp-RegexIcon {\n background-image: var(--jp-icon-regex);\n}\n.jp-RunIcon {\n background-image: var(--jp-icon-run);\n}\n.jp-RunningIcon {\n background-image: var(--jp-icon-running);\n}\n.jp-SaveIcon {\n background-image: var(--jp-icon-save);\n}\n.jp-SearchIcon {\n background-image: var(--jp-icon-search);\n}\n.jp-SettingsIcon {\n background-image: var(--jp-icon-settings);\n}\n.jp-ShareIcon {\n background-image: var(--jp-icon-share);\n}\n.jp-SpreadsheetIcon {\n background-image: var(--jp-icon-spreadsheet);\n}\n.jp-StopIcon {\n background-image: var(--jp-icon-stop);\n}\n.jp-TabIcon {\n background-image: var(--jp-icon-tab);\n}\n.jp-TableRowsIcon {\n background-image: var(--jp-icon-table-rows);\n}\n.jp-TagIcon {\n background-image: var(--jp-icon-tag);\n}\n.jp-TerminalIcon {\n background-image: var(--jp-icon-terminal);\n}\n.jp-TextEditorIcon {\n background-image: var(--jp-icon-text-editor);\n}\n.jp-TocIcon {\n background-image: var(--jp-icon-toc);\n}\n.jp-TreeViewIcon {\n background-image: var(--jp-icon-tree-view);\n}\n.jp-TrustedIcon {\n background-image: var(--jp-icon-trusted);\n}\n.jp-UndoIcon {\n background-image: var(--jp-icon-undo);\n}\n.jp-UserIcon {\n background-image: var(--jp-icon-user);\n}\n.jp-UsersIcon {\n background-image: var(--jp-icon-users);\n}\n.jp-VegaIcon {\n background-image: var(--jp-icon-vega);\n}\n.jp-YamlIcon {\n background-image: var(--jp-icon-yaml);\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*\/\n\/**\n * (DEPRECATED) Support for consuming icons as CSS background images\n *\/\n.jp-Icon,\n.jp-MaterialIcon {\n background-position: center;\n background-repeat: no-repeat;\n background-size: 16px;\n min-width: 16px;\n min-height: 16px;\n}\n.jp-Icon-cover {\n background-position: center;\n background-repeat: no-repeat;\n background-size: cover;\n}\n\/**\n * (DEPRECATED) Support for specific CSS icon sizes\n *\/\n.jp-Icon-16 {\n background-size: 16px;\n min-width: 16px;\n min-height: 16px;\n}\n.jp-Icon-18 {\n background-size: 18px;\n min-width: 18px;\n min-height: 18px;\n}\n.jp-Icon-20 {\n background-size: 20px;\n min-width: 20px;\n min-height: 20px;\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*\/\n.lm-TabBar .lm-TabBar-addButton {\n align-items: center;\n display: flex;\n padding: 4px;\n padding-bottom: 5px;\n margin-right: 1px;\n background-color: var(--jp-layout-color2);\n}\n.lm-TabBar .lm-TabBar-addButton:hover {\n background-color: var(--jp-layout-color1);\n}\n.lm-DockPanel-tabBar .lm-TabBar-tab {\n width: var(--jp-private-horizontal-tab-width);\n}\n.lm-DockPanel-tabBar .lm-TabBar-content {\n flex: unset;\n}\n.lm-DockPanel-tabBar[data-orientation='horizontal'] {\n flex: 1 1 auto;\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*\/\n\/**\n * Support for icons as inline SVG HTMLElements\n *\/\n\/* recolor the primary elements of an icon *\/\n.jp-icon0[fill] {\n fill: var(--jp-inverse-layout-color0);\n}\n.jp-icon1[fill] {\n fill: var(--jp-inverse-layout-color1);\n}\n.jp-icon2[fill] {\n fill: var(--jp-inverse-layout-color2);\n}\n.jp-icon3[fill] {\n fill: var(--jp-inverse-layout-color3);\n}\n.jp-icon4[fill] {\n fill: var(--jp-inverse-layout-color4);\n}\n.jp-icon0[stroke] {\n stroke: var(--jp-inverse-layout-color0);\n}\n.jp-icon1[stroke] {\n stroke: var(--jp-inverse-layout-color1);\n}\n.jp-icon2[stroke] {\n stroke: var(--jp-inverse-layout-color2);\n}\n.jp-icon3[stroke] {\n stroke: var(--jp-inverse-layout-color3);\n}\n.jp-icon4[stroke] {\n stroke: var(--jp-inverse-layout-color4);\n}\n\/* recolor the accent elements of an icon *\/\n.jp-icon-accent0[fill] {\n fill: var(--jp-layout-color0);\n}\n.jp-icon-accent1[fill] {\n fill: var(--jp-layout-color1);\n}\n.jp-icon-accent2[fill] {\n fill: var(--jp-layout-color2);\n}\n.jp-icon-accent3[fill] {\n fill: var(--jp-layout-color3);\n}\n.jp-icon-accent4[fill] {\n fill: var(--jp-layout-color4);\n}\n.jp-icon-accent0[stroke] {\n stroke: var(--jp-layout-color0);\n}\n.jp-icon-accent1[stroke] {\n stroke: var(--jp-layout-color1);\n}\n.jp-icon-accent2[stroke] {\n stroke: var(--jp-layout-color2);\n}\n.jp-icon-accent3[stroke] {\n stroke: var(--jp-layout-color3);\n}\n.jp-icon-accent4[stroke] {\n stroke: var(--jp-layout-color4);\n}\n\/* set the color of an icon to transparent *\/\n.jp-icon-none[fill] {\n fill: none;\n}\n.jp-icon-none[stroke] {\n stroke: none;\n}\n\/* brand icon colors. Same for light and dark *\/\n.jp-icon-brand0[fill] {\n fill: var(--jp-brand-color0);\n}\n.jp-icon-brand1[fill] {\n fill: var(--jp-brand-color1);\n}\n.jp-icon-brand2[fill] {\n fill: var(--jp-brand-color2);\n}\n.jp-icon-brand3[fill] {\n fill: var(--jp-brand-color3);\n}\n.jp-icon-brand4[fill] {\n fill: var(--jp-brand-color4);\n}\n.jp-icon-brand0[stroke] {\n stroke: var(--jp-brand-color0);\n}\n.jp-icon-brand1[stroke] {\n stroke: var(--jp-brand-color1);\n}\n.jp-icon-brand2[stroke] {\n stroke: var(--jp-brand-color2);\n}\n.jp-icon-brand3[stroke] {\n stroke: var(--jp-brand-color3);\n}\n.jp-icon-brand4[stroke] {\n stroke: var(--jp-brand-color4);\n}\n\/* warn icon colors. Same for light and dark *\/\n.jp-icon-warn0[fill] {\n fill: var(--jp-warn-color0);\n}\n.jp-icon-warn1[fill] {\n fill: var(--jp-warn-color1);\n}\n.jp-icon-warn2[fill] {\n fill: var(--jp-warn-color2);\n}\n.jp-icon-warn3[fill] {\n fill: var(--jp-warn-color3);\n}\n.jp-icon-warn0[stroke] {\n stroke: var(--jp-warn-color0);\n}\n.jp-icon-warn1[stroke] {\n stroke: var(--jp-warn-color1);\n}\n.jp-icon-warn2[stroke] {\n stroke: var(--jp-warn-color2);\n}\n.jp-icon-warn3[stroke] {\n stroke: var(--jp-warn-color3);\n}\n\/* icon colors that contrast well with each other and most backgrounds *\/\n.jp-icon-contrast0[fill] {\n fill: var(--jp-icon-contrast-color0);\n}\n.jp-icon-contrast1[fill] {\n fill: var(--jp-icon-contrast-color1);\n}\n.jp-icon-contrast2[fill] {\n fill: var(--jp-icon-contrast-color2);\n}\n.jp-icon-contrast3[fill] {\n fill: var(--jp-icon-contrast-color3);\n}\n.jp-icon-contrast0[stroke] {\n stroke: var(--jp-icon-contrast-color0);\n}\n.jp-icon-contrast1[stroke] {\n stroke: var(--jp-icon-contrast-color1);\n}\n.jp-icon-contrast2[stroke] {\n stroke: var(--jp-icon-contrast-color2);\n}\n.jp-icon-contrast3[stroke] {\n stroke: var(--jp-icon-contrast-color3);\n}\n.jp-jupyter-icon-color[fill] {\n fill: var(--jp-jupyter-icon-color, var(--jp-warn-color0));\n}\n.jp-notebook-icon-color[fill] {\n fill: var(--jp-notebook-icon-color, var(--jp-warn-color0));\n}\n.jp-json-icon-color[fill] {\n fill: var(--jp-json-icon-color, var(--jp-warn-color1));\n}\n.jp-console-icon-color[fill] {\n fill: var(--jp-console-icon-color, white);\n}\n.jp-console-icon-background-color[fill] {\n fill: var(--jp-console-icon-background-color, var(--jp-brand-color1));\n}\n.jp-terminal-icon-color[fill] {\n fill: var(--jp-terminal-icon-color, var(--jp-layout-color2));\n}\n.jp-terminal-icon-background-color[fill] {\n fill: var(--jp-terminal-icon-background-color, var(--jp-inverse-layout2));\n}\n.jp-text-editor-icon-color[fill] {\n fill: var(--jp-text-editor-icon-color, var(--jp-inverse-layout3));\n}\n.jp-inspector-icon-color[fill] {\n fill: var(--jp-inspector-icon-color, var(--jp-inverse-layout3));\n}\n\/* CSS for icons in selected filebrowser listing items *\/\n.jp-DirListing-item.jp-mod-selected .jp-icon-selectable[fill] {\n fill: #fff;\n}\n.jp-DirListing-item.jp-mod-selected .jp-icon-selectable-inverse[fill] {\n fill: var(--jp-brand-color1);\n}\n\/* CSS for icons in selected tabs in the sidebar tab manager *\/\n#tab-manager .lm-TabBar-tab.jp-mod-active .jp-icon-selectable[fill] {\n fill: #fff;\n}\n#tab-manager .lm-TabBar-tab.jp-mod-active .jp-icon-selectable-inverse[fill] {\n fill: var(--jp-brand-color1);\n}\n#tab-manager\n .lm-TabBar-tab.jp-mod-active\n .jp-icon-hover\n :hover\n .jp-icon-selectable[fill] {\n fill: var(--jp-brand-color1);\n}\n#tab-manager\n .lm-TabBar-tab.jp-mod-active\n .jp-icon-hover\n :hover\n .jp-icon-selectable-inverse[fill] {\n fill: #fff;\n}\n\/**\n * TODO: come up with non css-hack solution for showing the busy icon on top\n * of the close icon\n * CSS for complex behavior of close icon of tabs in the sidebar tab manager\n *\/\n#tab-manager\n .lm-TabBar-tab.jp-mod-dirty\n > .lm-TabBar-tabCloseIcon\n > :not(:hover)\n > .jp-icon3[fill] {\n fill: none;\n}\n#tab-manager\n .lm-TabBar-tab.jp-mod-dirty\n > .lm-TabBar-tabCloseIcon\n > :not(:hover)\n > .jp-icon-busy[fill] {\n fill: var(--jp-inverse-layout-color3);\n}\n#tab-manager\n .lm-TabBar-tab.jp-mod-dirty.jp-mod-active\n > .lm-TabBar-tabCloseIcon\n > :not(:hover)\n > .jp-icon-busy[fill] {\n fill: #fff;\n}\n\/**\n* TODO: come up with non css-hack solution for showing the busy icon on top\n* of the close icon\n* CSS for complex behavior of close icon of tabs in the main area tabbar\n*\/\n.lm-DockPanel-tabBar\n .lm-TabBar-tab.lm-mod-closable.jp-mod-dirty\n > .lm-TabBar-tabCloseIcon\n > :not(:hover)\n > .jp-icon3[fill] {\n fill: none;\n}\n.lm-DockPanel-tabBar\n .lm-TabBar-tab.lm-mod-closable.jp-mod-dirty\n > .lm-TabBar-tabCloseIcon\n > :not(:hover)\n > .jp-icon-busy[fill] {\n fill: var(--jp-inverse-layout-color3);\n}\n\/* CSS for icons in status bar *\/\n#jp-main-statusbar .jp-mod-selected .jp-icon-selectable[fill] {\n fill: #fff;\n}\n#jp-main-statusbar .jp-mod-selected .jp-icon-selectable-inverse[fill] {\n fill: var(--jp-brand-color1);\n}\n\/* special handling for splash icon CSS. While the theme CSS reloads during\n splash, the splash icon can loose theming. To prevent that, we set a\n default for its color variable *\/\n:root {\n --jp-warn-color0: var(--md-orange-700);\n}\n\/* not sure what to do with this one, used in filebrowser listing *\/\n.jp-DragIcon {\n margin-right: 4px;\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*\/\n\/**\n * Support for alt colors for icons as inline SVG HTMLElements\n *\/\n\/* alt recolor the primary elements of an icon *\/\n.jp-icon-alt .jp-icon0[fill] {\n fill: var(--jp-layout-color0);\n}\n.jp-icon-alt .jp-icon1[fill] {\n fill: var(--jp-layout-color1);\n}\n.jp-icon-alt .jp-icon2[fill] {\n fill: var(--jp-layout-color2);\n}\n.jp-icon-alt .jp-icon3[fill] {\n fill: var(--jp-layout-color3);\n}\n.jp-icon-alt .jp-icon4[fill] {\n fill: var(--jp-layout-color4);\n}\n.jp-icon-alt .jp-icon0[stroke] {\n stroke: var(--jp-layout-color0);\n}\n.jp-icon-alt .jp-icon1[stroke] {\n stroke: var(--jp-layout-color1);\n}\n.jp-icon-alt .jp-icon2[stroke] {\n stroke: var(--jp-layout-color2);\n}\n.jp-icon-alt .jp-icon3[stroke] {\n stroke: var(--jp-layout-color3);\n}\n.jp-icon-alt .jp-icon4[stroke] {\n stroke: var(--jp-layout-color4);\n}\n\/* alt recolor the accent elements of an icon *\/\n.jp-icon-alt .jp-icon-accent0[fill] {\n fill: var(--jp-inverse-layout-color0);\n}\n.jp-icon-alt .jp-icon-accent1[fill] {\n fill: var(--jp-inverse-layout-color1);\n}\n.jp-icon-alt .jp-icon-accent2[fill] {\n fill: var(--jp-inverse-layout-color2);\n}\n.jp-icon-alt .jp-icon-accent3[fill] {\n fill: var(--jp-inverse-layout-color3);\n}\n.jp-icon-alt .jp-icon-accent4[fill] {\n fill: var(--jp-inverse-layout-color4);\n}\n.jp-icon-alt .jp-icon-accent0[stroke] {\n stroke: var(--jp-inverse-layout-color0);\n}\n.jp-icon-alt .jp-icon-accent1[stroke] {\n stroke: var(--jp-inverse-layout-color1);\n}\n.jp-icon-alt .jp-icon-accent2[stroke] {\n stroke: var(--jp-inverse-layout-color2);\n}\n.jp-icon-alt .jp-icon-accent3[stroke] {\n stroke: var(--jp-inverse-layout-color3);\n}\n.jp-icon-alt .jp-icon-accent4[stroke] {\n stroke: var(--jp-inverse-layout-color4);\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*\/\n.jp-icon-hoverShow:not(:hover) .jp-icon-hoverShow-content {\n display: none !important;\n}\n\/**\n * Support for hover colors for icons as inline SVG HTMLElements\n *\/\n\/**\n * regular colors\n *\/\n\/* recolor the primary elements of an icon *\/\n.jp-icon-hover :hover .jp-icon0-hover[fill] {\n fill: var(--jp-inverse-layout-color0);\n}\n.jp-icon-hover :hover .jp-icon1-hover[fill] {\n fill: var(--jp-inverse-layout-color1);\n}\n.jp-icon-hover :hover .jp-icon2-hover[fill] {\n fill: var(--jp-inverse-layout-color2);\n}\n.jp-icon-hover :hover .jp-icon3-hover[fill] {\n fill: var(--jp-inverse-layout-color3);\n}\n.jp-icon-hover :hover .jp-icon4-hover[fill] {\n fill: var(--jp-inverse-layout-color4);\n}\n.jp-icon-hover :hover .jp-icon0-hover[stroke] {\n stroke: var(--jp-inverse-layout-color0);\n}\n.jp-icon-hover :hover .jp-icon1-hover[stroke] {\n stroke: var(--jp-inverse-layout-color1);\n}\n.jp-icon-hover :hover .jp-icon2-hover[stroke] {\n stroke: var(--jp-inverse-layout-color2);\n}\n.jp-icon-hover :hover .jp-icon3-hover[stroke] {\n stroke: var(--jp-inverse-layout-color3);\n}\n.jp-icon-hover :hover .jp-icon4-hover[stroke] {\n stroke: var(--jp-inverse-layout-color4);\n}\n\/* recolor the accent elements of an icon *\/\n.jp-icon-hover :hover .jp-icon-accent0-hover[fill] {\n fill: var(--jp-layout-color0);\n}\n.jp-icon-hover :hover .jp-icon-accent1-hover[fill] {\n fill: var(--jp-layout-color1);\n}\n.jp-icon-hover :hover .jp-icon-accent2-hover[fill] {\n fill: var(--jp-layout-color2);\n}\n.jp-icon-hover :hover .jp-icon-accent3-hover[fill] {\n fill: var(--jp-layout-color3);\n}\n.jp-icon-hover :hover .jp-icon-accent4-hover[fill] {\n fill: var(--jp-layout-color4);\n}\n.jp-icon-hover :hover .jp-icon-accent0-hover[stroke] {\n stroke: var(--jp-layout-color0);\n}\n.jp-icon-hover :hover .jp-icon-accent1-hover[stroke] {\n stroke: var(--jp-layout-color1);\n}\n.jp-icon-hover :hover .jp-icon-accent2-hover[stroke] {\n stroke: var(--jp-layout-color2);\n}\n.jp-icon-hover :hover .jp-icon-accent3-hover[stroke] {\n stroke: var(--jp-layout-color3);\n}\n.jp-icon-hover :hover .jp-icon-accent4-hover[stroke] {\n stroke: var(--jp-layout-color4);\n}\n\/* set the color of an icon to transparent *\/\n.jp-icon-hover :hover .jp-icon-none-hover[fill] {\n fill: none;\n}\n.jp-icon-hover :hover .jp-icon-none-hover[stroke] {\n stroke: none;\n}\n\/**\n * inverse colors\n *\/\n\/* inverse recolor the primary elements of an icon *\/\n.jp-icon-hover.jp-icon-alt :hover .jp-icon0-hover[fill] {\n fill: var(--jp-layout-color0);\n}\n.jp-icon-hover.jp-icon-alt :hover .jp-icon1-hover[fill] {\n fill: var(--jp-layout-color1);\n}\n.jp-icon-hover.jp-icon-alt :hover .jp-icon2-hover[fill] {\n fill: var(--jp-layout-color2);\n}\n.jp-icon-hover.jp-icon-alt :hover .jp-icon3-hover[fill] {\n fill: var(--jp-layout-color3);\n}\n.jp-icon-hover.jp-icon-alt :hover .jp-icon4-hover[fill] {\n fill: var(--jp-layout-color4);\n}\n.jp-icon-hover.jp-icon-alt :hover .jp-icon0-hover[stroke] {\n stroke: var(--jp-layout-color0);\n}\n.jp-icon-hover.jp-icon-alt :hover .jp-icon1-hover[stroke] {\n stroke: var(--jp-layout-color1);\n}\n.jp-icon-hover.jp-icon-alt :hover .jp-icon2-hover[stroke] {\n stroke: var(--jp-layout-color2);\n}\n.jp-icon-hover.jp-icon-alt :hover .jp-icon3-hover[stroke] {\n stroke: var(--jp-layout-color3);\n}\n.jp-icon-hover.jp-icon-alt :hover .jp-icon4-hover[stroke] {\n stroke: var(--jp-layout-color4);\n}\n\/* inverse recolor the accent elements of an icon *\/\n.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent0-hover[fill] {\n fill: var(--jp-inverse-layout-color0);\n}\n.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent1-hover[fill] {\n fill: var(--jp-inverse-layout-color1);\n}\n.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent2-hover[fill] {\n fill: var(--jp-inverse-layout-color2);\n}\n.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent3-hover[fill] {\n fill: var(--jp-inverse-layout-color3);\n}\n.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent4-hover[fill] {\n fill: var(--jp-inverse-layout-color4);\n}\n.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent0-hover[stroke] {\n stroke: var(--jp-inverse-layout-color0);\n}\n.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent1-hover[stroke] {\n stroke: var(--jp-inverse-layout-color1);\n}\n.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent2-hover[stroke] {\n stroke: var(--jp-inverse-layout-color2);\n}\n.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent3-hover[stroke] {\n stroke: var(--jp-inverse-layout-color3);\n}\n.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent4-hover[stroke] {\n stroke: var(--jp-inverse-layout-color4);\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*\/\n.jp-switch {\n display: flex;\n align-items: center;\n padding-left: 4px;\n padding-right: 4px;\n font-size: var(--jp-ui-font-size1);\n background-color: transparent;\n color: var(--jp-ui-font-color1);\n border: none;\n height: 20px;\n}\n.jp-switch:hover {\n background-color: var(--jp-layout-color2);\n}\n.jp-switch-label {\n margin-right: 5px;\n}\n.jp-switch-track {\n cursor: pointer;\n background-color: var(--jp-switch-color, var(--jp-border-color1));\n -webkit-transition: 0.4s;\n transition: 0.4s;\n border-radius: 34px;\n height: 16px;\n width: 35px;\n position: relative;\n}\n.jp-switch-track::before {\n content: '';\n position: absolute;\n height: 10px;\n width: 10px;\n margin: 3px;\n left: 0px;\n background-color: var(--jp-ui-inverse-font-color1);\n -webkit-transition: 0.4s;\n transition: 0.4s;\n border-radius: 50%;\n}\n.jp-switch[aria-checked='true'] .jp-switch-track {\n background-color: var(--jp-switch-true-position-color, var(--jp-warn-color0));\n}\n.jp-switch[aria-checked='true'] .jp-switch-track::before {\n \/* track width (35) - margins (3 + 3) - thumb width (10) *\/\n left: 19px;\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*\/\n\/* Sibling imports *\/\n\/* Override Blueprint's _reset.scss styles *\/\nhtml {\n box-sizing: unset;\n}\n*,\n*::before,\n*::after {\n box-sizing: unset;\n}\nbody {\n color: unset;\n font-family: var(--jp-ui-font-family);\n}\np {\n margin-top: unset;\n margin-bottom: unset;\n}\nsmall {\n font-size: unset;\n}\nstrong {\n font-weight: unset;\n}\n\/* Override Blueprint's _typography.scss styles *\/\na {\n text-decoration: unset;\n color: unset;\n}\na:hover {\n text-decoration: unset;\n color: unset;\n}\n\/* Override Blueprint's _accessibility.scss styles *\/\n:focus {\n outline: unset;\n outline-offset: unset;\n -moz-outline-radius: unset;\n}\n\/* Styles for ui-components *\/\n.jp-Button {\n border-radius: var(--jp-border-radius);\n padding: 0px 12px;\n font-size: var(--jp-ui-font-size1);\n}\n\/* Use our own theme for hover styles *\/\nbutton.jp-Button.bp3-button.bp3-minimal:hover {\n background-color: var(--jp-layout-color2);\n}\n.jp-Button.minimal {\n color: unset !important;\n}\n.jp-Button.jp-ToolbarButtonComponent {\n text-transform: none;\n}\n.jp-InputGroup input {\n box-sizing: border-box;\n border-radius: 0;\n background-color: transparent;\n color: var(--jp-ui-font-color0);\n box-shadow: inset 0 0 0 var(--jp-border-width) var(--jp-input-border-color);\n}\n.jp-InputGroup input:focus {\n box-shadow: inset 0 0 0 var(--jp-border-width)\n var(--jp-input-active-box-shadow-color),\n inset 0 0 0 3px var(--jp-input-active-box-shadow-color);\n}\n.jp-InputGroup input::placeholder,\ninput::placeholder {\n color: var(--jp-ui-font-color3);\n}\n.jp-BPIcon {\n display: inline-block;\n vertical-align: middle;\n margin: auto;\n}\n\/* Stop blueprint futzing with our icon fills *\/\n.bp3-icon.jp-BPIcon > svg:not([fill]) {\n fill: var(--jp-inverse-layout-color3);\n}\n.jp-InputGroupAction {\n padding: 6px;\n}\n.jp-HTMLSelect.jp-DefaultStyle select {\n background-color: initial;\n border: none;\n border-radius: 0;\n box-shadow: none;\n color: var(--jp-ui-font-color0);\n display: block;\n font-size: var(--jp-ui-font-size1);\n height: 24px;\n line-height: 14px;\n padding: 0 25px 0 10px;\n text-align: left;\n -moz-appearance: none;\n -webkit-appearance: none;\n}\n\/* Use our own theme for hover and option styles *\/\n.jp-HTMLSelect.jp-DefaultStyle select:hover,\n.jp-HTMLSelect.jp-DefaultStyle select > option {\n background-color: var(--jp-layout-color2);\n color: var(--jp-ui-font-color0);\n}\nselect {\n box-sizing: border-box;\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*\/\n.jp-Collapse {\n display: flex;\n flex-direction: column;\n align-items: stretch;\n border-top: 1px solid var(--jp-border-color2);\n border-bottom: 1px solid var(--jp-border-color2);\n}\n.jp-Collapse-header {\n padding: 1px 12px;\n color: var(--jp-ui-font-color1);\n background-color: var(--jp-layout-color1);\n font-size: var(--jp-ui-font-size2);\n}\n.jp-Collapse-header:hover {\n background-color: var(--jp-layout-color2);\n}\n.jp-Collapse-contents {\n padding: 0px 12px 0px 12px;\n background-color: var(--jp-layout-color1);\n color: var(--jp-ui-font-color1);\n overflow: auto;\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*\/\n\/*-----------------------------------------------------------------------------\n| Variables\n|----------------------------------------------------------------------------*\/\n:root {\n --jp-private-commandpalette-search-height: 28px;\n}\n\/*-----------------------------------------------------------------------------\n| Overall styles\n|----------------------------------------------------------------------------*\/\n.lm-CommandPalette {\n padding-bottom: 0px;\n color: var(--jp-ui-font-color1);\n background: var(--jp-layout-color1);\n \/* This is needed so that all font sizing of children done in ems is\n * relative to this base size *\/\n font-size: var(--jp-ui-font-size1);\n}\n\/*-----------------------------------------------------------------------------\n| Modal variant\n|----------------------------------------------------------------------------*\/\n.jp-ModalCommandPalette {\n position: absolute;\n z-index: 10000;\n top: 38px;\n left: 30%;\n margin: 0;\n padding: 4px;\n width: 40%;\n box-shadow: var(--jp-elevation-z4);\n border-radius: 4px;\n background: var(--jp-layout-color0);\n}\n.jp-ModalCommandPalette .lm-CommandPalette {\n max-height: 40vh;\n}\n.jp-ModalCommandPalette .lm-CommandPalette .lm-close-icon::after {\n display: none;\n}\n.jp-ModalCommandPalette .lm-CommandPalette .lm-CommandPalette-header {\n display: none;\n}\n.jp-ModalCommandPalette .lm-CommandPalette .lm-CommandPalette-item {\n margin-left: 4px;\n margin-right: 4px;\n}\n.jp-ModalCommandPalette\n .lm-CommandPalette\n .lm-CommandPalette-item.lm-mod-disabled {\n display: none;\n}\n\/*-----------------------------------------------------------------------------\n| Search\n|----------------------------------------------------------------------------*\/\n.lm-CommandPalette-search {\n padding: 4px;\n background-color: var(--jp-layout-color1);\n z-index: 2;\n}\n.lm-CommandPalette-wrapper {\n overflow: overlay;\n padding: 0px 9px;\n background-color: var(--jp-input-active-background);\n height: 30px;\n box-shadow: inset 0 0 0 var(--jp-border-width) var(--jp-input-border-color);\n}\n.lm-CommandPalette.lm-mod-focused .lm-CommandPalette-wrapper {\n box-shadow: inset 0 0 0 1px var(--jp-input-active-box-shadow-color),\n inset 0 0 0 3px var(--jp-input-active-box-shadow-color);\n}\n.jp-SearchIconGroup {\n color: white;\n background-color: var(--jp-brand-color1);\n position: absolute;\n top: 4px;\n right: 4px;\n padding: 5px 5px 1px 5px;\n}\n.jp-SearchIconGroup svg {\n height: 20px;\n width: 20px;\n}\n.jp-SearchIconGroup .jp-icon3[fill] {\n fill: var(--jp-layout-color0);\n}\n.lm-CommandPalette-input {\n background: transparent;\n width: calc(100% - 18px);\n float: left;\n border: none;\n outline: none;\n font-size: var(--jp-ui-font-size1);\n color: var(--jp-ui-font-color0);\n line-height: var(--jp-private-commandpalette-search-height);\n}\n.lm-CommandPalette-input::-webkit-input-placeholder,\n.lm-CommandPalette-input::-moz-placeholder,\n.lm-CommandPalette-input:-ms-input-placeholder {\n color: var(--jp-ui-font-color2);\n font-size: var(--jp-ui-font-size1);\n}\n\/*-----------------------------------------------------------------------------\n| Results\n|----------------------------------------------------------------------------*\/\n.lm-CommandPalette-header:first-child {\n margin-top: 0px;\n}\n.lm-CommandPalette-header {\n border-bottom: solid var(--jp-border-width) var(--jp-border-color2);\n color: var(--jp-ui-font-color1);\n cursor: pointer;\n display: flex;\n font-size: var(--jp-ui-font-size0);\n font-weight: 600;\n letter-spacing: 1px;\n margin-top: 8px;\n padding: 8px 0 8px 12px;\n text-transform: uppercase;\n}\n.lm-CommandPalette-header.lm-mod-active {\n background: var(--jp-layout-color2);\n}\n.lm-CommandPalette-header > mark {\n background-color: transparent;\n font-weight: bold;\n color: var(--jp-ui-font-color1);\n}\n.lm-CommandPalette-item {\n padding: 4px 12px 4px 4px;\n color: var(--jp-ui-font-color1);\n font-size: var(--jp-ui-font-size1);\n font-weight: 400;\n display: flex;\n}\n.lm-CommandPalette-item.lm-mod-disabled {\n color: var(--jp-ui-font-color2);\n}\n.lm-CommandPalette-item.lm-mod-active {\n color: var(--jp-ui-inverse-font-color1);\n background: var(--jp-brand-color1);\n}\n.lm-CommandPalette-item.lm-mod-active .lm-CommandPalette-itemLabel > mark {\n color: var(--jp-ui-inverse-font-color0);\n}\n.lm-CommandPalette-item.lm-mod-active .jp-icon-selectable[fill] {\n fill: var(--jp-layout-color0);\n}\n.lm-CommandPalette-item.lm-mod-active .lm-CommandPalette-itemLabel > mark {\n color: var(--jp-ui-inverse-font-color0);\n}\n.lm-CommandPalette-item.lm-mod-active:hover:not(.lm-mod-disabled) {\n color: var(--jp-ui-inverse-font-color1);\n background: var(--jp-brand-color1);\n}\n.lm-CommandPalette-item:hover:not(.lm-mod-active):not(.lm-mod-disabled) {\n background: var(--jp-layout-color2);\n}\n.lm-CommandPalette-itemContent {\n overflow: hidden;\n}\n.lm-CommandPalette-itemLabel > mark {\n color: var(--jp-ui-font-color0);\n background-color: transparent;\n font-weight: bold;\n}\n.lm-CommandPalette-item.lm-mod-disabled mark {\n color: var(--jp-ui-font-color2);\n}\n.lm-CommandPalette-item .lm-CommandPalette-itemIcon {\n margin: 0 4px 0 0;\n position: relative;\n width: 16px;\n top: 2px;\n flex: 0 0 auto;\n}\n.lm-CommandPalette-item.lm-mod-disabled .lm-CommandPalette-itemIcon {\n opacity: 0.6;\n}\n.lm-CommandPalette-item .lm-CommandPalette-itemShortcut {\n flex: 0 0 auto;\n}\n.lm-CommandPalette-itemCaption {\n display: none;\n}\n.lm-CommandPalette-content {\n background-color: var(--jp-layout-color1);\n}\n.lm-CommandPalette-content:empty:after {\n content: 'No results';\n margin: auto;\n margin-top: 20px;\n width: 100px;\n display: block;\n font-size: var(--jp-ui-font-size2);\n font-family: var(--jp-ui-font-family);\n font-weight: lighter;\n}\n.lm-CommandPalette-emptyMessage {\n text-align: center;\n margin-top: 24px;\n line-height: 1.32;\n padding: 0px 8px;\n color: var(--jp-content-font-color3);\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) 2014-2017, Jupyter Development Team.\n|\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*\/\n.jp-Dialog {\n position: absolute;\n z-index: 10000;\n display: flex;\n flex-direction: column;\n align-items: center;\n justify-content: center;\n top: 0px;\n left: 0px;\n margin: 0;\n padding: 0;\n width: 100%;\n height: 100%;\n background: var(--jp-dialog-background);\n}\n.jp-Dialog-content {\n display: flex;\n flex-direction: column;\n margin-left: auto;\n margin-right: auto;\n background: var(--jp-layout-color1);\n padding: 24px 24px 12px 24px;\n min-width: 300px;\n min-height: 150px;\n max-width: 1000px;\n max-height: 500px;\n box-sizing: border-box;\n box-shadow: var(--jp-elevation-z20);\n word-wrap: break-word;\n border-radius: var(--jp-border-radius);\n \/* This is needed so that all font sizing of children done in ems is\n * relative to this base size *\/\n font-size: var(--jp-ui-font-size1);\n color: var(--jp-ui-font-color1);\n resize: both;\n}\n.jp-Dialog-content.jp-Dialog-content-small {\n max-width: 500px;\n}\n.jp-Dialog-button {\n overflow: visible;\n}\nbutton.jp-Dialog-button:focus {\n outline: 1px solid var(--jp-brand-color1);\n outline-offset: 4px;\n -moz-outline-radius: 0px;\n}\nbutton.jp-Dialog-button:focus::-moz-focus-inner {\n border: 0;\n}\nbutton.jp-Dialog-button.jp-mod-styled.jp-mod-accept:focus,\nbutton.jp-Dialog-button.jp-mod-styled.jp-mod-warn:focus,\nbutton.jp-Dialog-button.jp-mod-styled.jp-mod-reject:focus {\n outline-offset: 4px;\n -moz-outline-radius: 0px;\n}\nbutton.jp-Dialog-button.jp-mod-styled.jp-mod-accept:focus {\n outline: 1px solid var(--md-blue-700);\n}\nbutton.jp-Dialog-button.jp-mod-styled.jp-mod-warn:focus {\n outline: 1px solid var(--md-red-600);\n}\nbutton.jp-Dialog-button.jp-mod-styled.jp-mod-reject:focus {\n outline: 1px solid var(--md-grey-700);\n}\nbutton.jp-Dialog-close-button {\n padding: 0;\n height: 100%;\n min-width: unset;\n min-height: unset;\n}\n.jp-Dialog-header {\n display: flex;\n justify-content: space-between;\n flex: 0 0 auto;\n padding-bottom: 12px;\n font-size: var(--jp-ui-font-size3);\n font-weight: 400;\n color: var(--jp-ui-font-color0);\n}\n.jp-Dialog-body {\n display: flex;\n flex-direction: column;\n flex: 1 1 auto;\n font-size: var(--jp-ui-font-size1);\n background: var(--jp-layout-color1);\n overflow: auto;\n}\n.jp-Dialog-footer {\n display: flex;\n flex-direction: row;\n justify-content: flex-end;\n align-items: center;\n flex: 0 0 auto;\n margin-left: -12px;\n margin-right: -12px;\n padding: 12px;\n}\n.jp-Dialog-checkbox {\n padding-right: 5px;\n}\n.jp-Dialog-checkbox > input:focus-visible {\n outline: 1px solid var(--jp-input-active-border-color);\n outline-offset: 1px;\n}\n.jp-Dialog-spacer {\n flex: 1 1 auto;\n}\n.jp-Dialog-title {\n overflow: hidden;\n white-space: nowrap;\n text-overflow: ellipsis;\n}\n.jp-Dialog-body > .jp-select-wrapper {\n width: 100%;\n}\n.jp-Dialog-body > button {\n padding: 0px 16px;\n}\n.jp-Dialog-body > label {\n line-height: 1.4;\n color: var(--jp-ui-font-color0);\n}\n.jp-Dialog-button.jp-mod-styled:not(:last-child) {\n margin-right: 12px;\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) 2014-2016, Jupyter Development Team.\n|\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*\/\n.jp-HoverBox {\n position: fixed;\n}\n.jp-HoverBox.jp-mod-outofview {\n display: none;\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*\/\n.jp-IFrame {\n width: 100%;\n height: 100%;\n}\n.jp-IFrame > iframe {\n border: none;\n}\n\/*\nWhen drag events occur, `p-mod-override-cursor` is added to the body.\nBecause iframes steal all cursor events, the following two rules are necessary\nto suppress pointer events while resize drags are occurring. There may be a\nbetter solution to this problem.\n*\/\nbody.lm-mod-override-cursor .jp-IFrame {\n position: relative;\n}\nbody.lm-mod-override-cursor .jp-IFrame:before {\n content: '';\n position: absolute;\n top: 0;\n left: 0;\n right: 0;\n bottom: 0;\n background: transparent;\n}\n.jp-Input-Boolean-Dialog {\n flex-direction: row-reverse;\n align-items: end;\n width: 100%;\n}\n.jp-Input-Boolean-Dialog > label {\n flex: 1 1 auto;\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) 2014-2016, Jupyter Development Team.\n|\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*\/\n.jp-MainAreaWidget > :focus {\n outline: none;\n}\n.jp-MainAreaWidget .jp-MainAreaWidget-error {\n padding: 6px;\n}\n.jp-MainAreaWidget .jp-MainAreaWidget-error > pre {\n width: auto;\n padding: 10px;\n background: var(--jp-error-color3);\n border: var(--jp-border-width) solid var(--jp-error-color1);\n border-radius: var(--jp-border-radius);\n color: var(--jp-ui-font-color1);\n font-size: var(--jp-ui-font-size1);\n white-space: pre-wrap;\n word-wrap: break-word;\n}\n.jp-MainAreaWidget {\n contain: strict;\n}\n\/**\n * google-material-color v1.2.6\n * https:\/\/github.com\/danlevan\/google-material-color\n *\/\n:root {\n --md-red-50: #ffebee;\n --md-red-100: #ffcdd2;\n --md-red-200: #ef9a9a;\n --md-red-300: #e57373;\n --md-red-400: #ef5350;\n --md-red-500: #f44336;\n --md-red-600: #e53935;\n --md-red-700: #d32f2f;\n --md-red-800: #c62828;\n --md-red-900: #b71c1c;\n --md-red-A100: #ff8a80;\n --md-red-A200: #ff5252;\n --md-red-A400: #ff1744;\n --md-red-A700: #d50000;\n --md-pink-50: #fce4ec;\n --md-pink-100: #f8bbd0;\n --md-pink-200: #f48fb1;\n --md-pink-300: #f06292;\n --md-pink-400: #ec407a;\n --md-pink-500: #e91e63;\n --md-pink-600: #d81b60;\n --md-pink-700: #c2185b;\n --md-pink-800: #ad1457;\n --md-pink-900: #880e4f;\n --md-pink-A100: #ff80ab;\n --md-pink-A200: #ff4081;\n --md-pink-A400: #f50057;\n --md-pink-A700: #c51162;\n --md-purple-50: #f3e5f5;\n --md-purple-100: #e1bee7;\n --md-purple-200: #ce93d8;\n --md-purple-300: #ba68c8;\n --md-purple-400: #ab47bc;\n --md-purple-500: #9c27b0;\n --md-purple-600: #8e24aa;\n --md-purple-700: #7b1fa2;\n --md-purple-800: #6a1b9a;\n --md-purple-900: #4a148c;\n --md-purple-A100: #ea80fc;\n --md-purple-A200: #e040fb;\n --md-purple-A400: #d500f9;\n --md-purple-A700: #aa00ff;\n --md-deep-purple-50: #ede7f6;\n --md-deep-purple-100: #d1c4e9;\n --md-deep-purple-200: #b39ddb;\n --md-deep-purple-300: #9575cd;\n --md-deep-purple-400: #7e57c2;\n --md-deep-purple-500: #673ab7;\n --md-deep-purple-600: #5e35b1;\n --md-deep-purple-700: #512da8;\n --md-deep-purple-800: #4527a0;\n --md-deep-purple-900: #311b92;\n --md-deep-purple-A100: #b388ff;\n --md-deep-purple-A200: #7c4dff;\n --md-deep-purple-A400: #651fff;\n --md-deep-purple-A700: #6200ea;\n --md-indigo-50: #e8eaf6;\n --md-indigo-100: #c5cae9;\n --md-indigo-200: #9fa8da;\n --md-indigo-300: #7986cb;\n --md-indigo-400: #5c6bc0;\n --md-indigo-500: #3f51b5;\n --md-indigo-600: #3949ab;\n --md-indigo-700: #303f9f;\n --md-indigo-800: #283593;\n --md-indigo-900: #1a237e;\n --md-indigo-A100: #8c9eff;\n --md-indigo-A200: #536dfe;\n --md-indigo-A400: #3d5afe;\n --md-indigo-A700: #304ffe;\n --md-blue-50: #e3f2fd;\n --md-blue-100: #bbdefb;\n --md-blue-200: #90caf9;\n --md-blue-300: #64b5f6;\n --md-blue-400: #42a5f5;\n --md-blue-500: #2196f3;\n --md-blue-600: #1e88e5;\n --md-blue-700: #1976d2;\n --md-blue-800: #1565c0;\n --md-blue-900: #0d47a1;\n --md-blue-A100: #82b1ff;\n --md-blue-A200: #448aff;\n --md-blue-A400: #2979ff;\n --md-blue-A700: #2962ff;\n --md-light-blue-50: #e1f5fe;\n --md-light-blue-100: #b3e5fc;\n --md-light-blue-200: #81d4fa;\n --md-light-blue-300: #4fc3f7;\n --md-light-blue-400: #29b6f6;\n --md-light-blue-500: #03a9f4;\n --md-light-blue-600: #039be5;\n --md-light-blue-700: #0288d1;\n --md-light-blue-800: #0277bd;\n --md-light-blue-900: #01579b;\n --md-light-blue-A100: #80d8ff;\n --md-light-blue-A200: #40c4ff;\n --md-light-blue-A400: #00b0ff;\n --md-light-blue-A700: #0091ea;\n --md-cyan-50: #e0f7fa;\n --md-cyan-100: #b2ebf2;\n --md-cyan-200: #80deea;\n --md-cyan-300: #4dd0e1;\n --md-cyan-400: #26c6da;\n --md-cyan-500: #00bcd4;\n --md-cyan-600: #00acc1;\n --md-cyan-700: #0097a7;\n --md-cyan-800: #00838f;\n --md-cyan-900: #006064;\n --md-cyan-A100: #84ffff;\n --md-cyan-A200: #18ffff;\n --md-cyan-A400: #00e5ff;\n --md-cyan-A700: #00b8d4;\n --md-teal-50: #e0f2f1;\n --md-teal-100: #b2dfdb;\n --md-teal-200: #80cbc4;\n --md-teal-300: #4db6ac;\n --md-teal-400: #26a69a;\n --md-teal-500: #009688;\n --md-teal-600: #00897b;\n --md-teal-700: #00796b;\n --md-teal-800: #00695c;\n --md-teal-900: #004d40;\n --md-teal-A100: #a7ffeb;\n --md-teal-A200: #64ffda;\n --md-teal-A400: #1de9b6;\n --md-teal-A700: #00bfa5;\n --md-green-50: #e8f5e9;\n --md-green-100: #c8e6c9;\n --md-green-200: #a5d6a7;\n --md-green-300: #81c784;\n --md-green-400: #66bb6a;\n --md-green-500: #4caf50;\n --md-green-600: #43a047;\n --md-green-700: #388e3c;\n --md-green-800: #2e7d32;\n --md-green-900: #1b5e20;\n --md-green-A100: #b9f6ca;\n --md-green-A200: #69f0ae;\n --md-green-A400: #00e676;\n --md-green-A700: #00c853;\n --md-light-green-50: #f1f8e9;\n --md-light-green-100: #dcedc8;\n --md-light-green-200: #c5e1a5;\n --md-light-green-300: #aed581;\n --md-light-green-400: #9ccc65;\n --md-light-green-500: #8bc34a;\n --md-light-green-600: #7cb342;\n --md-light-green-700: #689f38;\n --md-light-green-800: #558b2f;\n --md-light-green-900: #33691e;\n --md-light-green-A100: #ccff90;\n --md-light-green-A200: #b2ff59;\n --md-light-green-A400: #76ff03;\n --md-light-green-A700: #64dd17;\n --md-lime-50: #f9fbe7;\n --md-lime-100: #f0f4c3;\n --md-lime-200: #e6ee9c;\n --md-lime-300: #dce775;\n --md-lime-400: #d4e157;\n --md-lime-500: #cddc39;\n --md-lime-600: #c0ca33;\n --md-lime-700: #afb42b;\n --md-lime-800: #9e9d24;\n --md-lime-900: #827717;\n --md-lime-A100: #f4ff81;\n --md-lime-A200: #eeff41;\n --md-lime-A400: #c6ff00;\n --md-lime-A700: #aeea00;\n --md-yellow-50: #fffde7;\n --md-yellow-100: #fff9c4;\n --md-yellow-200: #fff59d;\n --md-yellow-300: #fff176;\n --md-yellow-400: #ffee58;\n --md-yellow-500: #ffeb3b;\n --md-yellow-600: #fdd835;\n --md-yellow-700: #fbc02d;\n --md-yellow-800: #f9a825;\n --md-yellow-900: #f57f17;\n --md-yellow-A100: #ffff8d;\n --md-yellow-A200: #ffff00;\n --md-yellow-A400: #ffea00;\n --md-yellow-A700: #ffd600;\n --md-amber-50: #fff8e1;\n --md-amber-100: #ffecb3;\n --md-amber-200: #ffe082;\n --md-amber-300: #ffd54f;\n --md-amber-400: #ffca28;\n --md-amber-500: #ffc107;\n --md-amber-600: #ffb300;\n --md-amber-700: #ffa000;\n --md-amber-800: #ff8f00;\n --md-amber-900: #ff6f00;\n --md-amber-A100: #ffe57f;\n --md-amber-A200: #ffd740;\n --md-amber-A400: #ffc400;\n --md-amber-A700: #ffab00;\n --md-orange-50: #fff3e0;\n --md-orange-100: #ffe0b2;\n --md-orange-200: #ffcc80;\n --md-orange-300: #ffb74d;\n --md-orange-400: #ffa726;\n --md-orange-500: #ff9800;\n --md-orange-600: #fb8c00;\n --md-orange-700: #f57c00;\n --md-orange-800: #ef6c00;\n --md-orange-900: #e65100;\n --md-orange-A100: #ffd180;\n --md-orange-A200: #ffab40;\n --md-orange-A400: #ff9100;\n --md-orange-A700: #ff6d00;\n --md-deep-orange-50: #fbe9e7;\n --md-deep-orange-100: #ffccbc;\n --md-deep-orange-200: #ffab91;\n --md-deep-orange-300: #ff8a65;\n --md-deep-orange-400: #ff7043;\n --md-deep-orange-500: #ff5722;\n --md-deep-orange-600: #f4511e;\n --md-deep-orange-700: #e64a19;\n --md-deep-orange-800: #d84315;\n --md-deep-orange-900: #bf360c;\n --md-deep-orange-A100: #ff9e80;\n --md-deep-orange-A200: #ff6e40;\n --md-deep-orange-A400: #ff3d00;\n --md-deep-orange-A700: #dd2c00;\n --md-brown-50: #efebe9;\n --md-brown-100: #d7ccc8;\n --md-brown-200: #bcaaa4;\n --md-brown-300: #a1887f;\n --md-brown-400: #8d6e63;\n --md-brown-500: #795548;\n --md-brown-600: #6d4c41;\n --md-brown-700: #5d4037;\n --md-brown-800: #4e342e;\n --md-brown-900: #3e2723;\n --md-grey-50: #fafafa;\n --md-grey-100: #f5f5f5;\n --md-grey-200: #eeeeee;\n --md-grey-300: #e0e0e0;\n --md-grey-400: #bdbdbd;\n --md-grey-500: #9e9e9e;\n --md-grey-600: #757575;\n --md-grey-700: #616161;\n --md-grey-800: #424242;\n --md-grey-900: #212121;\n --md-blue-grey-50: #eceff1;\n --md-blue-grey-100: #cfd8dc;\n --md-blue-grey-200: #b0bec5;\n --md-blue-grey-300: #90a4ae;\n --md-blue-grey-400: #78909c;\n --md-blue-grey-500: #607d8b;\n --md-blue-grey-600: #546e7a;\n --md-blue-grey-700: #455a64;\n --md-blue-grey-800: #37474f;\n --md-blue-grey-900: #263238;\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) 2017, Jupyter Development Team.\n|\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*\/\n.jp-Spinner {\n position: absolute;\n display: flex;\n justify-content: center;\n align-items: center;\n z-index: 10;\n left: 0;\n top: 0;\n width: 100%;\n height: 100%;\n background: var(--jp-layout-color0);\n outline: none;\n}\n.jp-SpinnerContent {\n font-size: 10px;\n margin: 50px auto;\n text-indent: -9999em;\n width: 3em;\n height: 3em;\n border-radius: 50%;\n background: var(--jp-brand-color3);\n background: linear-gradient(\n to right,\n #f37626 10%,\n rgba(255, 255, 255, 0) 42%\n );\n position: relative;\n animation: load3 1s infinite linear, fadeIn 1s;\n}\n.jp-SpinnerContent:before {\n width: 50%;\n height: 50%;\n background: #f37626;\n border-radius: 100% 0 0 0;\n position: absolute;\n top: 0;\n left: 0;\n content: '';\n}\n.jp-SpinnerContent:after {\n background: var(--jp-layout-color0);\n width: 75%;\n height: 75%;\n border-radius: 50%;\n content: '';\n margin: auto;\n position: absolute;\n top: 0;\n left: 0;\n bottom: 0;\n right: 0;\n}\n@keyframes fadeIn {\n 0% {\n opacity: 0;\n }\n 100% {\n opacity: 1;\n }\n}\n@keyframes load3 {\n 0% {\n transform: rotate(0deg);\n }\n 100% {\n transform: rotate(360deg);\n }\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) 2014-2017, Jupyter Development Team.\n|\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*\/\nbutton.jp-mod-styled {\n font-size: var(--jp-ui-font-size1);\n color: var(--jp-ui-font-color0);\n border: none;\n box-sizing: border-box;\n text-align: center;\n line-height: 32px;\n height: 32px;\n padding: 0px 12px;\n letter-spacing: 0.8px;\n outline: none;\n appearance: none;\n -webkit-appearance: none;\n -moz-appearance: none;\n}\ninput.jp-mod-styled {\n background: var(--jp-input-background);\n height: 28px;\n box-sizing: border-box;\n border: var(--jp-border-width) solid var(--jp-border-color1);\n padding-left: 7px;\n padding-right: 7px;\n font-size: var(--jp-ui-font-size2);\n color: var(--jp-ui-font-color0);\n outline: none;\n appearance: none;\n -webkit-appearance: none;\n -moz-appearance: none;\n}\ninput[type='checkbox'].jp-mod-styled {\n appearance: checkbox;\n -webkit-appearance: checkbox;\n -moz-appearance: checkbox;\n height: auto;\n}\ninput.jp-mod-styled:focus {\n border: var(--jp-border-width) solid var(--md-blue-500);\n box-shadow: inset 0 0 4px var(--md-blue-300);\n}\n.jp-FileDialog-Checkbox {\n margin-top: 35px;\n display: flex;\n flex-direction: row;\n align-items: end;\n width: 100%;\n}\n.jp-FileDialog-Checkbox > label {\n flex: 1 1 auto;\n}\n.jp-select-wrapper {\n display: flex;\n position: relative;\n flex-direction: column;\n padding: 1px;\n background-color: var(--jp-layout-color1);\n height: 28px;\n box-sizing: border-box;\n margin-bottom: 12px;\n}\n.jp-select-wrapper.jp-mod-focused select.jp-mod-styled {\n border: var(--jp-border-width) solid var(--jp-input-active-border-color);\n box-shadow: var(--jp-input-box-shadow);\n background-color: var(--jp-input-active-background);\n}\nselect.jp-mod-styled:hover {\n background-color: var(--jp-layout-color1);\n cursor: pointer;\n color: var(--jp-ui-font-color0);\n background-color: var(--jp-input-hover-background);\n box-shadow: inset 0 0px 1px rgba(0, 0, 0, 0.5);\n}\nselect.jp-mod-styled {\n flex: 1 1 auto;\n height: 32px;\n width: 100%;\n font-size: var(--jp-ui-font-size2);\n background: var(--jp-input-background);\n color: var(--jp-ui-font-color0);\n padding: 0 25px 0 8px;\n border: var(--jp-border-width) solid var(--jp-input-border-color);\n border-radius: 0px;\n outline: none;\n appearance: none;\n -webkit-appearance: none;\n -moz-appearance: none;\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) 2014-2016, Jupyter Development Team.\n|\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*\/\n:root {\n --jp-private-toolbar-height: calc(\n 28px + var(--jp-border-width)\n ); \/* leave 28px for content *\/\n}\n.jp-Toolbar {\n color: var(--jp-ui-font-color1);\n flex: 0 0 auto;\n display: flex;\n flex-direction: row;\n border-bottom: var(--jp-border-width) solid var(--jp-toolbar-border-color);\n box-shadow: var(--jp-toolbar-box-shadow);\n background: var(--jp-toolbar-background);\n min-height: var(--jp-toolbar-micro-height);\n padding: 2px;\n z-index: 8;\n overflow-x: hidden;\n}\n\/* Toolbar items *\/\n.jp-Toolbar > .jp-Toolbar-item.jp-Toolbar-spacer {\n flex-grow: 1;\n flex-shrink: 1;\n}\n.jp-Toolbar-item.jp-Toolbar-kernelStatus {\n display: inline-block;\n width: 32px;\n background-repeat: no-repeat;\n background-position: center;\n background-size: 16px;\n}\n.jp-Toolbar > .jp-Toolbar-item {\n flex: 0 0 auto;\n display: flex;\n padding-left: 1px;\n padding-right: 1px;\n font-size: var(--jp-ui-font-size1);\n line-height: var(--jp-private-toolbar-height);\n height: 100%;\n}\n\/* Toolbar buttons *\/\n\/* This is the div we use to wrap the react component into a Widget *\/\ndiv.jp-ToolbarButton {\n color: transparent;\n border: none;\n box-sizing: border-box;\n outline: none;\n appearance: none;\n -webkit-appearance: none;\n -moz-appearance: none;\n padding: 0px;\n margin: 0px;\n}\nbutton.jp-ToolbarButtonComponent {\n background: var(--jp-layout-color1);\n border: none;\n box-sizing: border-box;\n outline: none;\n appearance: none;\n -webkit-appearance: none;\n -moz-appearance: none;\n padding: 0px 6px;\n margin: 0px;\n height: 24px;\n border-radius: var(--jp-border-radius);\n display: flex;\n align-items: center;\n text-align: center;\n font-size: 14px;\n min-width: unset;\n min-height: unset;\n}\nbutton.jp-ToolbarButtonComponent:disabled {\n opacity: 0.4;\n}\nbutton.jp-ToolbarButtonComponent span {\n padding: 0px;\n flex: 0 0 auto;\n}\nbutton.jp-ToolbarButtonComponent .jp-ToolbarButtonComponent-label {\n font-size: var(--jp-ui-font-size1);\n line-height: 100%;\n padding-left: 2px;\n color: var(--jp-ui-font-color1);\n}\n#jp-main-dock-panel[data-mode='single-document']\n .jp-MainAreaWidget\n > .jp-Toolbar.jp-Toolbar-micro {\n padding: 0;\n min-height: 0;\n}\n#jp-main-dock-panel[data-mode='single-document']\n .jp-MainAreaWidget\n > .jp-Toolbar {\n border: none;\n box-shadow: none;\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) 2014-2017, Jupyter Development Team.\n|\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*\/\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Copyright (c) 2014-2017, PhosphorJS Contributors\n|\n| Distributed under the terms of the BSD 3-Clause License.\n|\n| The full license is in the file LICENSE, distributed with this software.\n|----------------------------------------------------------------------------*\/\n\/* <DEPRECATED> *\/\nbody.p-mod-override-cursor *, \/* <\/DEPRECATED> *\/\nbody.lm-mod-override-cursor * {\n cursor: inherit !important;\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) 2014-2016, Jupyter Development Team.\n|\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*\/\n.jp-JSONEditor {\n display: flex;\n flex-direction: column;\n width: 100%;\n}\n.jp-JSONEditor-host {\n flex: 1 1 auto;\n border: var(--jp-border-width) solid var(--jp-input-border-color);\n border-radius: 0px;\n background: var(--jp-layout-color0);\n min-height: 50px;\n padding: 1px;\n}\n.jp-JSONEditor.jp-mod-error .jp-JSONEditor-host {\n border-color: red;\n outline-color: red;\n}\n.jp-JSONEditor-header {\n display: flex;\n flex: 1 0 auto;\n padding: 0 0 0 12px;\n}\n.jp-JSONEditor-header label {\n flex: 0 0 auto;\n}\n.jp-JSONEditor-commitButton {\n height: 16px;\n width: 16px;\n background-size: 18px;\n background-repeat: no-repeat;\n background-position: center;\n}\n.jp-JSONEditor-host.jp-mod-focused {\n background-color: var(--jp-input-active-background);\n border: 1px solid var(--jp-input-active-border-color);\n box-shadow: var(--jp-input-box-shadow);\n}\n.jp-Editor.jp-mod-dropTarget {\n border: var(--jp-border-width) solid var(--jp-input-active-border-color);\n box-shadow: var(--jp-input-box-shadow);\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*\/\n\/*-----------------------------------------------------------------------------\n| Variables\n|----------------------------------------------------------------------------*\/\n\/*-----------------------------------------------------------------------------\n\/*-----------------------------------------------------------------------------\n| Styles\n|----------------------------------------------------------------------------*\/\n.jp-Statusbar-ProgressCircle svg {\n display: block;\n margin: 0 auto;\n width: 16px;\n height: 24px;\n align-self: normal;\n}\n.jp-Statusbar-ProgressCircle path {\n fill: var(--jp-inverse-layout-color3);\n}\n.jp-Statusbar-ProgressBar-progress-bar {\n height: 10px;\n width: 100px;\n border: solid 0.25px var(--jp-brand-color2);\n border-radius: 3px;\n overflow: hidden;\n align-self: center;\n}\n.jp-Statusbar-ProgressBar-progress-bar > div {\n background-color: var(--jp-brand-color2);\n background-image: linear-gradient(\n -45deg,\n rgba(255, 255, 255, 0.2) 25%,\n transparent 25%,\n transparent 50%,\n rgba(255, 255, 255, 0.2) 50%,\n rgba(255, 255, 255, 0.2) 75%,\n transparent 75%,\n transparent\n );\n background-size: 40px 40px;\n float: left;\n width: 0%;\n height: 100%;\n font-size: 12px;\n line-height: 14px;\n color: #ffffff;\n text-align: center;\n animation: jp-Statusbar-ExecutionTime-progress-bar 2s linear infinite;\n}\n.jp-Statusbar-ProgressBar-progress-bar p {\n color: var(--jp-ui-font-color1);\n font-family: var(--jp-ui-font-family);\n font-size: var(--jp-ui-font-size1);\n line-height: 10px;\n width: 100px;\n}\n@keyframes jp-Statusbar-ExecutionTime-progress-bar {\n 0% {\n background-position: 0 0;\n }\n 100% {\n background-position: 40px 40px;\n }\n}\n\/* BASICS *\/\n.CodeMirror {\n \/* Set height, width, borders, and global font properties here *\/\n font-family: monospace;\n height: 300px;\n color: black;\n direction: ltr;\n}\n\/* PADDING *\/\n.CodeMirror-lines {\n padding: 4px 0; \/* Vertical padding around content *\/\n}\n.CodeMirror pre.CodeMirror-line,\n.CodeMirror pre.CodeMirror-line-like {\n padding: 0 4px; \/* Horizontal padding of content *\/\n}\n.CodeMirror-scrollbar-filler, .CodeMirror-gutter-filler {\n background-color: white; \/* The little square between H and V scrollbars *\/\n}\n\/* GUTTER *\/\n.CodeMirror-gutters {\n border-right: 1px solid #ddd;\n background-color: #f7f7f7;\n white-space: nowrap;\n}\n.CodeMirror-linenumbers {}\n.CodeMirror-linenumber {\n padding: 0 3px 0 5px;\n min-width: 20px;\n text-align: right;\n color: #999;\n white-space: nowrap;\n}\n.CodeMirror-guttermarker { color: black; }\n.CodeMirror-guttermarker-subtle { color: #999; }\n\/* CURSOR *\/\n.CodeMirror-cursor {\n border-left: 1px solid black;\n border-right: none;\n width: 0;\n}\n\/* Shown when moving in bi-directional text *\/\n.CodeMirror div.CodeMirror-secondarycursor {\n border-left: 1px solid silver;\n}\n.cm-fat-cursor .CodeMirror-cursor {\n width: auto;\n border: 0 !important;\n background: #7e7;\n}\n.cm-fat-cursor div.CodeMirror-cursors {\n z-index: 1;\n}\n.cm-fat-cursor-mark {\n background-color: rgba(20, 255, 20, 0.5);\n -webkit-animation: blink 1.06s steps(1) infinite;\n -moz-animation: blink 1.06s steps(1) infinite;\n animation: blink 1.06s steps(1) infinite;\n}\n.cm-animate-fat-cursor {\n width: auto;\n border: 0;\n -webkit-animation: blink 1.06s steps(1) infinite;\n -moz-animation: blink 1.06s steps(1) infinite;\n animation: blink 1.06s steps(1) infinite;\n background-color: #7e7;\n}\n@-moz-keyframes blink {\n 0% {}\n 50% { background-color: transparent; }\n 100% {}\n}\n@-webkit-keyframes blink {\n 0% {}\n 50% { background-color: transparent; }\n 100% {}\n}\n@keyframes blink {\n 0% {}\n 50% { background-color: transparent; }\n 100% {}\n}\n\/* Can style cursor different in overwrite (non-insert) mode *\/\n.CodeMirror-overwrite .CodeMirror-cursor {}\n.cm-tab { display: inline-block; text-decoration: inherit; }\n.CodeMirror-rulers {\n position: absolute;\n left: 0; right: 0; top: -50px; bottom: 0;\n overflow: hidden;\n}\n.CodeMirror-ruler {\n border-left: 1px solid #ccc;\n top: 0; bottom: 0;\n position: absolute;\n}\n\/* DEFAULT THEME *\/\n.cm-s-default .cm-header {color: blue;}\n.cm-s-default .cm-quote {color: #090;}\n.cm-negative {color: #d44;}\n.cm-positive {color: #292;}\n.cm-header, .cm-strong {font-weight: bold;}\n.cm-em {font-style: italic;}\n.cm-link {text-decoration: underline;}\n.cm-strikethrough {text-decoration: line-through;}\n.cm-s-default .cm-keyword {color: #708;}\n.cm-s-default .cm-atom {color: #219;}\n.cm-s-default .cm-number {color: #164;}\n.cm-s-default .cm-def {color: #00f;}\n.cm-s-default .cm-variable,\n.cm-s-default .cm-punctuation,\n.cm-s-default .cm-property,\n.cm-s-default .cm-operator {}\n.cm-s-default .cm-variable-2 {color: #05a;}\n.cm-s-default .cm-variable-3, .cm-s-default .cm-type {color: #085;}\n.cm-s-default .cm-comment {color: #a50;}\n.cm-s-default .cm-string {color: #a11;}\n.cm-s-default .cm-string-2 {color: #f50;}\n.cm-s-default .cm-meta {color: #555;}\n.cm-s-default .cm-qualifier {color: #555;}\n.cm-s-default .cm-builtin {color: #30a;}\n.cm-s-default .cm-bracket {color: #997;}\n.cm-s-default .cm-tag {color: #170;}\n.cm-s-default .cm-attribute {color: #00c;}\n.cm-s-default .cm-hr {color: #999;}\n.cm-s-default .cm-link {color: #00c;}\n.cm-s-default .cm-error {color: #f00;}\n.cm-invalidchar {color: #f00;}\n.CodeMirror-composing { border-bottom: 2px solid; }\n\/* Default styles for common addons *\/\ndiv.CodeMirror span.CodeMirror-matchingbracket {color: #0b0;}\ndiv.CodeMirror span.CodeMirror-nonmatchingbracket {color: #a22;}\n.CodeMirror-matchingtag { background: rgba(255, 150, 0, .3); }\n.CodeMirror-activeline-background {background: #e8f2ff;}\n\/* STOP *\/\n\/* The rest of this file contains styles related to the mechanics of\n the editor. You probably shouldn't touch them. *\/\n.CodeMirror {\n position: relative;\n overflow: hidden;\n background: white;\n}\n.CodeMirror-scroll {\n overflow: scroll !important; \/* Things will break if this is overridden *\/\n \/* 50px is the magic margin used to hide the element's real scrollbars *\/\n \/* See overflow: hidden in .CodeMirror *\/\n margin-bottom: -50px; margin-right: -50px;\n padding-bottom: 50px;\n height: 100%;\n outline: none; \/* Prevent dragging from highlighting the element *\/\n position: relative;\n}\n.CodeMirror-sizer {\n position: relative;\n border-right: 50px solid transparent;\n}\n\/* The fake, visible scrollbars. Used to force redraw during scrolling\n before actual scrolling happens, thus preventing shaking and\n flickering artifacts. *\/\n.CodeMirror-vscrollbar, .CodeMirror-hscrollbar, .CodeMirror-scrollbar-filler, .CodeMirror-gutter-filler {\n position: absolute;\n z-index: 6;\n display: none;\n outline: none;\n}\n.CodeMirror-vscrollbar {\n right: 0; top: 0;\n overflow-x: hidden;\n overflow-y: scroll;\n}\n.CodeMirror-hscrollbar {\n bottom: 0; left: 0;\n overflow-y: hidden;\n overflow-x: scroll;\n}\n.CodeMirror-scrollbar-filler {\n right: 0; bottom: 0;\n}\n.CodeMirror-gutter-filler {\n left: 0; bottom: 0;\n}\n.CodeMirror-gutters {\n position: absolute; left: 0; top: 0;\n min-height: 100%;\n z-index: 3;\n}\n.CodeMirror-gutter {\n white-space: normal;\n height: 100%;\n display: inline-block;\n vertical-align: top;\n margin-bottom: -50px;\n}\n.CodeMirror-gutter-wrapper {\n position: absolute;\n z-index: 4;\n background: none !important;\n border: none !important;\n}\n.CodeMirror-gutter-background {\n position: absolute;\n top: 0; bottom: 0;\n z-index: 4;\n}\n.CodeMirror-gutter-elt {\n position: absolute;\n cursor: default;\n z-index: 4;\n}\n.CodeMirror-gutter-wrapper ::selection { background-color: transparent }\n.CodeMirror-gutter-wrapper ::-moz-selection { background-color: transparent }\n.CodeMirror-lines {\n cursor: text;\n min-height: 1px; \/* prevents collapsing before first draw *\/\n}\n.CodeMirror pre.CodeMirror-line,\n.CodeMirror pre.CodeMirror-line-like {\n \/* Reset some styles that the rest of the page might have set *\/\n -moz-border-radius: 0; -webkit-border-radius: 0; border-radius: 0;\n border-width: 0;\n background: transparent;\n font-family: inherit;\n font-size: inherit;\n margin: 0;\n white-space: pre;\n word-wrap: normal;\n line-height: inherit;\n color: inherit;\n z-index: 2;\n position: relative;\n overflow: visible;\n -webkit-tap-highlight-color: transparent;\n -webkit-font-variant-ligatures: contextual;\n font-variant-ligatures: contextual;\n}\n.CodeMirror-wrap pre.CodeMirror-line,\n.CodeMirror-wrap pre.CodeMirror-line-like {\n word-wrap: break-word;\n white-space: pre-wrap;\n word-break: normal;\n}\n.CodeMirror-linebackground {\n position: absolute;\n left: 0; right: 0; top: 0; bottom: 0;\n z-index: 0;\n}\n.CodeMirror-linewidget {\n position: relative;\n z-index: 2;\n padding: 0.1px; \/* Force widget margins to stay inside of the container *\/\n}\n.CodeMirror-widget {}\n.CodeMirror-rtl pre { direction: rtl; }\n.CodeMirror-code {\n outline: none;\n}\n\/* Force content-box sizing for the elements where we expect it *\/\n.CodeMirror-scroll,\n.CodeMirror-sizer,\n.CodeMirror-gutter,\n.CodeMirror-gutters,\n.CodeMirror-linenumber {\n -moz-box-sizing: content-box;\n box-sizing: content-box;\n}\n.CodeMirror-measure {\n position: absolute;\n width: 100%;\n height: 0;\n overflow: hidden;\n visibility: hidden;\n}\n.CodeMirror-cursor {\n position: absolute;\n pointer-events: none;\n}\n.CodeMirror-measure pre { position: static; }\ndiv.CodeMirror-cursors {\n visibility: hidden;\n position: relative;\n z-index: 3;\n}\ndiv.CodeMirror-dragcursors {\n visibility: visible;\n}\n.CodeMirror-focused div.CodeMirror-cursors {\n visibility: visible;\n}\n.CodeMirror-selected { background: #d9d9d9; }\n.CodeMirror-focused .CodeMirror-selected { background: #d7d4f0; }\n.CodeMirror-crosshair { cursor: crosshair; }\n.CodeMirror-line::selection, .CodeMirror-line > span::selection, .CodeMirror-line > span > span::selection { background: #d7d4f0; }\n.CodeMirror-line::-moz-selection, .CodeMirror-line > span::-moz-selection, .CodeMirror-line > span > span::-moz-selection { background: #d7d4f0; }\n.cm-searching {\n background-color: #ffa;\n background-color: rgba(255, 255, 0, .4);\n}\n\/* Used to force a border model for a node *\/\n.cm-force-border { padding-right: .1px; }\n@media print {\n \/* Hide the cursor when printing *\/\n .CodeMirror div.CodeMirror-cursors {\n visibility: hidden;\n }\n}\n\/* See issue #2901 *\/\n.cm-tab-wrap-hack:after { content: ''; }\n\/* Help users use markselection to safely style text background *\/\nspan.CodeMirror-selectedtext { background: none; }\n.CodeMirror-dialog {\n position: absolute;\n left: 0; right: 0;\n background: inherit;\n z-index: 15;\n padding: .1em .8em;\n overflow: hidden;\n color: inherit;\n}\n.CodeMirror-dialog-top {\n border-bottom: 1px solid #eee;\n top: 0;\n}\n.CodeMirror-dialog-bottom {\n border-top: 1px solid #eee;\n bottom: 0;\n}\n.CodeMirror-dialog input {\n border: none;\n outline: none;\n background: transparent;\n width: 20em;\n color: inherit;\n font-family: monospace;\n}\n.CodeMirror-dialog button {\n font-size: 70%;\n}\n.CodeMirror-foldmarker {\n color: blue;\n text-shadow: #b9f 1px 1px 2px, #b9f -1px -1px 2px, #b9f 1px -1px 2px, #b9f -1px 1px 2px;\n font-family: arial;\n line-height: .3;\n cursor: pointer;\n}\n.CodeMirror-foldgutter {\n width: .7em;\n}\n.CodeMirror-foldgutter-open,\n.CodeMirror-foldgutter-folded {\n cursor: pointer;\n}\n.CodeMirror-foldgutter-open:after {\n content: \"\\25BE\";\n}\n.CodeMirror-foldgutter-folded:after {\n content: \"\\25B8\";\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*\/\n.CodeMirror {\n line-height: var(--jp-code-line-height);\n font-size: var(--jp-code-font-size);\n font-family: var(--jp-code-font-family);\n border: 0;\n border-radius: 0;\n height: auto;\n \/* Changed to auto to autogrow *\/\n}\n.CodeMirror pre {\n padding: 0 var(--jp-code-padding);\n}\n.CodeMirror.cm-fat-cursor .cm-overlay.cm-searching {\n opacity: 0.5;\n}\n.jp-CodeMirrorEditor[data-type='inline'] .CodeMirror-dialog {\n background-color: var(--jp-layout-color0);\n color: var(--jp-content-font-color1);\n}\n\/* This causes https:\/\/github.com\/jupyter\/jupyterlab\/issues\/522 *\/\n\/* May not cause it not because we changed it! *\/\n.CodeMirror-lines {\n padding: var(--jp-code-padding) 0;\n}\n.CodeMirror-linenumber {\n padding: 0 8px;\n}\n.jp-CodeMirrorEditor {\n cursor: text;\n}\n.jp-CodeMirrorEditor[data-type='inline'] .CodeMirror-cursor {\n border-left: var(--jp-code-cursor-width0) solid var(--jp-editor-cursor-color);\n}\n\/* When zoomed out 67% and 33% on a screen of 1440 width x 900 height *\/\n@media screen and (min-width: 2138px) and (max-width: 4319px) {\n .jp-CodeMirrorEditor[data-type='inline'] .CodeMirror-cursor {\n border-left: var(--jp-code-cursor-width1) solid\n var(--jp-editor-cursor-color);\n }\n}\n\/* When zoomed out less than 33% *\/\n@media screen and (min-width: 4320px) {\n .jp-CodeMirrorEditor[data-type='inline'] .CodeMirror-cursor {\n border-left: var(--jp-code-cursor-width2) solid\n var(--jp-editor-cursor-color);\n }\n}\n.CodeMirror.jp-mod-readOnly .CodeMirror-cursor {\n display: none;\n}\n.CodeMirror-gutters {\n border-right: 1px solid var(--jp-border-color2);\n background-color: var(--jp-layout-color0);\n}\n.jp-CollaboratorCursor {\n border-left: 5px solid transparent;\n border-right: 5px solid transparent;\n border-top: none;\n border-bottom: 3px solid;\n background-clip: content-box;\n margin-left: -5px;\n margin-right: -5px;\n}\n.CodeMirror-selectedtext.cm-searching {\n background-color: var(--jp-search-selected-match-background-color) !important;\n color: var(--jp-search-selected-match-color) !important;\n}\n.cm-searching {\n background-color: var(\n --jp-search-unselected-match-background-color\n ) !important;\n color: var(--jp-search-unselected-match-color) !important;\n}\n.cm-trailingspace {\n background-image: url(data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAgAAAAFCAYAAAB4ka1VAAAAsElEQVQIHQGlAFr\/AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA7+r3zKmT0\/+pk9P\/7+r3zAAAAAAAAAAABAAAAAAAAAAA6OPzM+\/q9wAAAAAA6OPzMwAAAAAAAAAAAgAAAAAAAAAAGR8NiRQaCgAZIA0AGR8NiQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQyoYJ\/SY80UAAAAASUVORK5CYII=);\n background-position: center left;\n background-repeat: repeat-x;\n}\n.CodeMirror-focused .CodeMirror-selected {\n background-color: var(--jp-editor-selected-focused-background);\n}\n.CodeMirror-selected {\n background-color: var(--jp-editor-selected-background);\n}\n.jp-CollaboratorCursor-hover {\n position: absolute;\n z-index: 1;\n transform: translateX(-50%);\n color: white;\n border-radius: 3px;\n padding-left: 4px;\n padding-right: 4px;\n padding-top: 1px;\n padding-bottom: 1px;\n text-align: center;\n font-size: var(--jp-ui-font-size1);\n white-space: nowrap;\n}\n.jp-CodeMirror-ruler {\n border-left: 1px dashed var(--jp-border-color2);\n}\n\/**\n * Here is our jupyter theme for CodeMirror syntax highlighting\n * This is used in our marked.js syntax highlighting and CodeMirror itself\n * The string \"jupyter\" is set in ..\/codemirror\/widget.DEFAULT_CODEMIRROR_THEME\n * This came from the classic notebook, which came form highlight.js\/GitHub\n *\/\n\/**\n * CodeMirror themes are handling the background\/color in this way. This works\n * fine for CodeMirror editors outside the notebook, but the notebook styles\n * these things differently.\n *\/\n.CodeMirror.cm-s-jupyter {\n background: var(--jp-layout-color0);\n color: var(--jp-content-font-color1);\n}\n\/* In the notebook, we want this styling to be handled by its container *\/\n.jp-CodeConsole .CodeMirror.cm-s-jupyter,\n.jp-Notebook .CodeMirror.cm-s-jupyter {\n background: transparent;\n}\n.cm-s-jupyter .CodeMirror-cursor {\n border-left: var(--jp-code-cursor-width0) solid var(--jp-editor-cursor-color);\n}\n.cm-s-jupyter span.cm-keyword {\n color: var(--jp-mirror-editor-keyword-color);\n font-weight: bold;\n}\n.cm-s-jupyter span.cm-atom {\n color: var(--jp-mirror-editor-atom-color);\n}\n.cm-s-jupyter span.cm-number {\n color: var(--jp-mirror-editor-number-color);\n}\n.cm-s-jupyter span.cm-def {\n color: var(--jp-mirror-editor-def-color);\n}\n.cm-s-jupyter span.cm-variable {\n color: var(--jp-mirror-editor-variable-color);\n}\n.cm-s-jupyter span.cm-variable-2 {\n color: var(--jp-mirror-editor-variable-2-color);\n}\n.cm-s-jupyter span.cm-variable-3 {\n color: var(--jp-mirror-editor-variable-3-color);\n}\n.cm-s-jupyter span.cm-punctuation {\n color: var(--jp-mirror-editor-punctuation-color);\n}\n.cm-s-jupyter span.cm-property {\n color: var(--jp-mirror-editor-property-color);\n}\n.cm-s-jupyter span.cm-operator {\n color: var(--jp-mirror-editor-operator-color);\n font-weight: bold;\n}\n.cm-s-jupyter span.cm-comment {\n color: var(--jp-mirror-editor-comment-color);\n font-style: italic;\n}\n.cm-s-jupyter span.cm-string {\n color: var(--jp-mirror-editor-string-color);\n}\n.cm-s-jupyter span.cm-string-2 {\n color: var(--jp-mirror-editor-string-2-color);\n}\n.cm-s-jupyter span.cm-meta {\n color: var(--jp-mirror-editor-meta-color);\n}\n.cm-s-jupyter span.cm-qualifier {\n color: var(--jp-mirror-editor-qualifier-color);\n}\n.cm-s-jupyter span.cm-builtin {\n color: var(--jp-mirror-editor-builtin-color);\n}\n.cm-s-jupyter span.cm-bracket {\n color: var(--jp-mirror-editor-bracket-color);\n}\n.cm-s-jupyter span.cm-tag {\n color: var(--jp-mirror-editor-tag-color);\n}\n.cm-s-jupyter span.cm-attribute {\n color: var(--jp-mirror-editor-attribute-color);\n}\n.cm-s-jupyter span.cm-header {\n color: var(--jp-mirror-editor-header-color);\n}\n.cm-s-jupyter span.cm-quote {\n color: var(--jp-mirror-editor-quote-color);\n}\n.cm-s-jupyter span.cm-link {\n color: var(--jp-mirror-editor-link-color);\n}\n.cm-s-jupyter span.cm-error {\n color: var(--jp-mirror-editor-error-color);\n}\n.cm-s-jupyter span.cm-hr {\n color: #999;\n}\n.cm-s-jupyter span.cm-tab {\n background: url(data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH\/ZOdnZOcM\/sgk\/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j\/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);\n background-position: right;\n background-repeat: no-repeat;\n}\n.cm-s-jupyter .CodeMirror-activeline-background,\n.cm-s-jupyter .CodeMirror-gutter {\n background-color: var(--jp-layout-color2);\n}\n\/* Styles for shared cursors (remote cursor locations and selected ranges) *\/\n.jp-CodeMirrorEditor .remote-caret {\n position: relative;\n border-left: 2px solid black;\n margin-left: -1px;\n margin-right: -1px;\n box-sizing: border-box;\n}\n.jp-CodeMirrorEditor .remote-caret > div {\n white-space: nowrap;\n position: absolute;\n top: -1.15em;\n padding-bottom: 0.05em;\n left: -2px;\n font-size: 0.95em;\n background-color: rgb(250, 129, 0);\n font-family: var(--jp-ui-font-family);\n font-weight: bold;\n line-height: normal;\n user-select: none;\n color: white;\n padding-left: 2px;\n padding-right: 2px;\n z-index: 3;\n transition: opacity 0.3s ease-in-out;\n}\n.jp-CodeMirrorEditor .remote-caret.hide-name > div {\n transition-delay: 0.7s;\n opacity: 0;\n}\n\/* Use `div[style]` as more specific selector on 3.4.x to reduce the impact of\n * Chromium style invalidation strategy on performance when many divs are present.\n *\/\n.jp-CodeMirrorEditor .remote-caret:hover > div[style] {\n opacity: 1;\n transition-delay: 0s;\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*\/\n\/*-----------------------------------------------------------------------------\n| RenderedText\n|----------------------------------------------------------------------------*\/\n:root {\n \/* This is the padding value to fill the gaps between lines containing spans with background color. *\/\n --jp-private-code-span-padding: calc(\n (var(--jp-code-line-height) - 1) * var(--jp-code-font-size) \/ 2\n );\n}\n.jp-RenderedText {\n text-align: left;\n padding-left: var(--jp-code-padding);\n line-height: var(--jp-code-line-height);\n font-family: var(--jp-code-font-family);\n}\n.jp-RenderedText pre,\n.jp-RenderedJavaScript pre,\n.jp-RenderedHTMLCommon pre {\n color: var(--jp-content-font-color1);\n font-size: var(--jp-code-font-size);\n border: none;\n margin: 0px;\n padding: 0px;\n}\n.jp-RenderedText pre a:link {\n text-decoration: none;\n color: var(--jp-content-link-color);\n}\n.jp-RenderedText pre a:hover {\n text-decoration: underline;\n color: var(--jp-content-link-color);\n}\n.jp-RenderedText pre a:visited {\n text-decoration: none;\n color: var(--jp-content-link-color);\n}\n\/* console foregrounds and backgrounds *\/\n.jp-RenderedText pre .ansi-black-fg {\n color: #3e424d;\n}\n.jp-RenderedText pre .ansi-red-fg {\n color: #e75c58;\n}\n.jp-RenderedText pre .ansi-green-fg {\n color: #00a250;\n}\n.jp-RenderedText pre .ansi-yellow-fg {\n color: #ddb62b;\n}\n.jp-RenderedText pre .ansi-blue-fg {\n color: #208ffb;\n}\n.jp-RenderedText pre .ansi-magenta-fg {\n color: #d160c4;\n}\n.jp-RenderedText pre .ansi-cyan-fg {\n color: #60c6c8;\n}\n.jp-RenderedText pre .ansi-white-fg {\n color: #c5c1b4;\n}\n.jp-RenderedText pre .ansi-black-bg {\n background-color: #3e424d;\n padding: var(--jp-private-code-span-padding) 0;\n}\n.jp-RenderedText pre .ansi-red-bg {\n background-color: #e75c58;\n padding: var(--jp-private-code-span-padding) 0;\n}\n.jp-RenderedText pre .ansi-green-bg {\n background-color: #00a250;\n padding: var(--jp-private-code-span-padding) 0;\n}\n.jp-RenderedText pre .ansi-yellow-bg {\n background-color: #ddb62b;\n padding: var(--jp-private-code-span-padding) 0;\n}\n.jp-RenderedText pre .ansi-blue-bg {\n background-color: #208ffb;\n padding: var(--jp-private-code-span-padding) 0;\n}\n.jp-RenderedText pre .ansi-magenta-bg {\n background-color: #d160c4;\n padding: var(--jp-private-code-span-padding) 0;\n}\n.jp-RenderedText pre .ansi-cyan-bg {\n background-color: #60c6c8;\n padding: var(--jp-private-code-span-padding) 0;\n}\n.jp-RenderedText pre .ansi-white-bg {\n background-color: #c5c1b4;\n padding: var(--jp-private-code-span-padding) 0;\n}\n.jp-RenderedText pre .ansi-black-intense-fg {\n color: #282c36;\n}\n.jp-RenderedText pre .ansi-red-intense-fg {\n color: #b22b31;\n}\n.jp-RenderedText pre .ansi-green-intense-fg {\n color: #007427;\n}\n.jp-RenderedText pre .ansi-yellow-intense-fg {\n color: #b27d12;\n}\n.jp-RenderedText pre .ansi-blue-intense-fg {\n color: #0065ca;\n}\n.jp-RenderedText pre .ansi-magenta-intense-fg {\n color: #a03196;\n}\n.jp-RenderedText pre .ansi-cyan-intense-fg {\n color: #258f8f;\n}\n.jp-RenderedText pre .ansi-white-intense-fg {\n color: #a1a6b2;\n}\n.jp-RenderedText pre .ansi-black-intense-bg {\n background-color: #282c36;\n padding: var(--jp-private-code-span-padding) 0;\n}\n.jp-RenderedText pre .ansi-red-intense-bg {\n background-color: #b22b31;\n padding: var(--jp-private-code-span-padding) 0;\n}\n.jp-RenderedText pre .ansi-green-intense-bg {\n background-color: #007427;\n padding: var(--jp-private-code-span-padding) 0;\n}\n.jp-RenderedText pre .ansi-yellow-intense-bg {\n background-color: #b27d12;\n padding: var(--jp-private-code-span-padding) 0;\n}\n.jp-RenderedText pre .ansi-blue-intense-bg {\n background-color: #0065ca;\n padding: var(--jp-private-code-span-padding) 0;\n}\n.jp-RenderedText pre .ansi-magenta-intense-bg {\n background-color: #a03196;\n padding: var(--jp-private-code-span-padding) 0;\n}\n.jp-RenderedText pre .ansi-cyan-intense-bg {\n background-color: #258f8f;\n padding: var(--jp-private-code-span-padding) 0;\n}\n.jp-RenderedText pre .ansi-white-intense-bg {\n background-color: #a1a6b2;\n padding: var(--jp-private-code-span-padding) 0;\n}\n.jp-RenderedText pre .ansi-default-inverse-fg {\n color: var(--jp-ui-inverse-font-color0);\n}\n.jp-RenderedText pre .ansi-default-inverse-bg {\n background-color: var(--jp-inverse-layout-color0);\n padding: var(--jp-private-code-span-padding) 0;\n}\n.jp-RenderedText pre .ansi-bold {\n font-weight: bold;\n}\n.jp-RenderedText pre .ansi-underline {\n text-decoration: underline;\n}\n.jp-RenderedText[data-mime-type='application\/vnd.jupyter.stderr'] {\n background: var(--jp-rendermime-error-background);\n padding-top: var(--jp-code-padding);\n}\n\/*-----------------------------------------------------------------------------\n| RenderedLatex\n|----------------------------------------------------------------------------*\/\n.jp-RenderedLatex {\n color: var(--jp-content-font-color1);\n font-size: var(--jp-content-font-size1);\n line-height: var(--jp-content-line-height);\n}\n\/* Left-justify outputs.*\/\n.jp-OutputArea-output.jp-RenderedLatex {\n padding: var(--jp-code-padding);\n text-align: left;\n}\n\/*-----------------------------------------------------------------------------\n| RenderedHTML\n|----------------------------------------------------------------------------*\/\n.jp-RenderedHTMLCommon {\n color: var(--jp-content-font-color1);\n font-family: var(--jp-content-font-family);\n font-size: var(--jp-content-font-size1);\n line-height: var(--jp-content-line-height);\n \/* Give a bit more R padding on Markdown text to keep line lengths reasonable *\/\n padding-right: 20px;\n}\n.jp-RenderedHTMLCommon em {\n font-style: italic;\n}\n.jp-RenderedHTMLCommon strong {\n font-weight: bold;\n}\n.jp-RenderedHTMLCommon u {\n text-decoration: underline;\n}\n.jp-RenderedHTMLCommon a:link {\n text-decoration: none;\n color: var(--jp-content-link-color);\n}\n.jp-RenderedHTMLCommon a:hover {\n text-decoration: underline;\n color: var(--jp-content-link-color);\n}\n.jp-RenderedHTMLCommon a:visited {\n text-decoration: none;\n color: var(--jp-content-link-color);\n}\n\/* Headings *\/\n.jp-RenderedHTMLCommon h1,\n.jp-RenderedHTMLCommon h2,\n.jp-RenderedHTMLCommon h3,\n.jp-RenderedHTMLCommon h4,\n.jp-RenderedHTMLCommon h5,\n.jp-RenderedHTMLCommon h6 {\n line-height: var(--jp-content-heading-line-height);\n font-weight: var(--jp-content-heading-font-weight);\n font-style: normal;\n margin: var(--jp-content-heading-margin-top) 0\n var(--jp-content-heading-margin-bottom) 0;\n}\n.jp-RenderedHTMLCommon h1:first-child,\n.jp-RenderedHTMLCommon h2:first-child,\n.jp-RenderedHTMLCommon h3:first-child,\n.jp-RenderedHTMLCommon h4:first-child,\n.jp-RenderedHTMLCommon h5:first-child,\n.jp-RenderedHTMLCommon h6:first-child {\n margin-top: calc(0.5 * var(--jp-content-heading-margin-top));\n}\n.jp-RenderedHTMLCommon h1:last-child,\n.jp-RenderedHTMLCommon h2:last-child,\n.jp-RenderedHTMLCommon h3:last-child,\n.jp-RenderedHTMLCommon h4:last-child,\n.jp-RenderedHTMLCommon h5:last-child,\n.jp-RenderedHTMLCommon h6:last-child {\n margin-bottom: calc(0.5 * var(--jp-content-heading-margin-bottom));\n}\n.jp-RenderedHTMLCommon h1 {\n font-size: var(--jp-content-font-size5);\n}\n.jp-RenderedHTMLCommon h2 {\n font-size: var(--jp-content-font-size4);\n}\n.jp-RenderedHTMLCommon h3 {\n font-size: var(--jp-content-font-size3);\n}\n.jp-RenderedHTMLCommon h4 {\n font-size: var(--jp-content-font-size2);\n}\n.jp-RenderedHTMLCommon h5 {\n font-size: var(--jp-content-font-size1);\n}\n.jp-RenderedHTMLCommon h6 {\n font-size: var(--jp-content-font-size0);\n}\n\/* Lists *\/\n.jp-RenderedHTMLCommon ul:not(.list-inline),\n.jp-RenderedHTMLCommon ol:not(.list-inline) {\n padding-left: 2em;\n}\n.jp-RenderedHTMLCommon ul {\n list-style: disc;\n}\n.jp-RenderedHTMLCommon ul ul {\n list-style: square;\n}\n.jp-RenderedHTMLCommon ul ul ul {\n list-style: circle;\n}\n.jp-RenderedHTMLCommon ol {\n list-style: decimal;\n}\n.jp-RenderedHTMLCommon ol ol {\n list-style: upper-alpha;\n}\n.jp-RenderedHTMLCommon ol ol ol {\n list-style: lower-alpha;\n}\n.jp-RenderedHTMLCommon ol ol ol ol {\n list-style: lower-roman;\n}\n.jp-RenderedHTMLCommon ol ol ol ol ol {\n list-style: decimal;\n}\n.jp-RenderedHTMLCommon ol,\n.jp-RenderedHTMLCommon ul {\n margin-bottom: 1em;\n}\n.jp-RenderedHTMLCommon ul ul,\n.jp-RenderedHTMLCommon ul ol,\n.jp-RenderedHTMLCommon ol ul,\n.jp-RenderedHTMLCommon ol ol {\n margin-bottom: 0em;\n}\n.jp-RenderedHTMLCommon hr {\n color: var(--jp-border-color2);\n background-color: var(--jp-border-color1);\n margin-top: 1em;\n margin-bottom: 1em;\n}\n.jp-RenderedHTMLCommon > pre {\n margin: 1.5em 2em;\n}\n.jp-RenderedHTMLCommon pre,\n.jp-RenderedHTMLCommon code {\n border: 0;\n background-color: var(--jp-layout-color0);\n color: var(--jp-content-font-color1);\n font-family: var(--jp-code-font-family);\n font-size: inherit;\n line-height: var(--jp-code-line-height);\n padding: 0;\n white-space: pre-wrap;\n}\n.jp-RenderedHTMLCommon :not(pre) > code {\n background-color: var(--jp-layout-color2);\n padding: 1px 5px;\n}\n\/* Tables *\/\n.jp-RenderedHTMLCommon table {\n border-collapse: collapse;\n border-spacing: 0;\n border: none;\n color: var(--jp-ui-font-color1);\n font-size: var(--jp-ui-font-size1);\n table-layout: fixed;\n margin-left: auto;\n margin-right: auto;\n}\n.jp-RenderedHTMLCommon thead {\n border-bottom: var(--jp-border-width) solid var(--jp-border-color1);\n vertical-align: bottom;\n}\n.jp-RenderedHTMLCommon td,\n.jp-RenderedHTMLCommon th,\n.jp-RenderedHTMLCommon tr {\n vertical-align: middle;\n padding: 0.5em 0.5em;\n line-height: normal;\n white-space: normal;\n max-width: none;\n border: none;\n}\n.jp-RenderedMarkdown.jp-RenderedHTMLCommon td,\n.jp-RenderedMarkdown.jp-RenderedHTMLCommon th {\n max-width: none;\n}\n:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon td,\n:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon th,\n:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon tr {\n text-align: right;\n}\n.jp-RenderedHTMLCommon th {\n font-weight: bold;\n}\n.jp-RenderedHTMLCommon tbody tr:nth-child(odd) {\n background: var(--jp-layout-color0);\n}\n.jp-RenderedHTMLCommon tbody tr:nth-child(even) {\n background: var(--jp-rendermime-table-row-background);\n}\n.jp-RenderedHTMLCommon tbody tr:hover {\n background: var(--jp-rendermime-table-row-hover-background);\n}\n.jp-RenderedHTMLCommon table {\n margin-bottom: 1em;\n}\n.jp-RenderedHTMLCommon p {\n text-align: left;\n margin: 0px;\n}\n.jp-RenderedHTMLCommon p {\n margin-bottom: 1em;\n}\n.jp-RenderedHTMLCommon img {\n -moz-force-broken-image-icon: 1;\n}\n\/* Restrict to direct children as other images could be nested in other content. *\/\n.jp-RenderedHTMLCommon > img {\n display: block;\n margin-left: 0;\n margin-right: 0;\n margin-bottom: 1em;\n}\n\/* Change color behind transparent images if they need it... *\/\n[data-jp-theme-light='false'] .jp-RenderedImage img.jp-needs-light-background {\n background-color: var(--jp-inverse-layout-color1);\n}\n[data-jp-theme-light='true'] .jp-RenderedImage img.jp-needs-dark-background {\n background-color: var(--jp-inverse-layout-color1);\n}\n\/* ...or leave it untouched if they don't *\/\n[data-jp-theme-light='false'] .jp-RenderedImage img.jp-needs-dark-background {\n}\n[data-jp-theme-light='true'] .jp-RenderedImage img.jp-needs-light-background {\n}\n.jp-RenderedHTMLCommon img,\n.jp-RenderedImage img,\n.jp-RenderedHTMLCommon svg,\n.jp-RenderedSVG svg {\n max-width: 100%;\n height: auto;\n}\n.jp-RenderedHTMLCommon img.jp-mod-unconfined,\n.jp-RenderedImage img.jp-mod-unconfined,\n.jp-RenderedHTMLCommon svg.jp-mod-unconfined,\n.jp-RenderedSVG svg.jp-mod-unconfined {\n max-width: none;\n}\n.jp-RenderedHTMLCommon .alert {\n padding: var(--jp-notebook-padding);\n border: var(--jp-border-width) solid transparent;\n border-radius: var(--jp-border-radius);\n margin-bottom: 1em;\n}\n.jp-RenderedHTMLCommon .alert-info {\n color: var(--jp-info-color0);\n background-color: var(--jp-info-color3);\n border-color: var(--jp-info-color2);\n}\n.jp-RenderedHTMLCommon .alert-info hr {\n border-color: var(--jp-info-color3);\n}\n.jp-RenderedHTMLCommon .alert-info > p:last-child,\n.jp-RenderedHTMLCommon .alert-info > ul:last-child {\n margin-bottom: 0;\n}\n.jp-RenderedHTMLCommon .alert-warning {\n color: var(--jp-warn-color0);\n background-color: var(--jp-warn-color3);\n border-color: var(--jp-warn-color2);\n}\n.jp-RenderedHTMLCommon .alert-warning hr {\n border-color: var(--jp-warn-color3);\n}\n.jp-RenderedHTMLCommon .alert-warning > p:last-child,\n.jp-RenderedHTMLCommon .alert-warning > ul:last-child {\n margin-bottom: 0;\n}\n.jp-RenderedHTMLCommon .alert-success {\n color: var(--jp-success-color0);\n background-color: var(--jp-success-color3);\n border-color: var(--jp-success-color2);\n}\n.jp-RenderedHTMLCommon .alert-success hr {\n border-color: var(--jp-success-color3);\n}\n.jp-RenderedHTMLCommon .alert-success > p:last-child,\n.jp-RenderedHTMLCommon .alert-success > ul:last-child {\n margin-bottom: 0;\n}\n.jp-RenderedHTMLCommon .alert-danger {\n color: var(--jp-error-color0);\n background-color: var(--jp-error-color3);\n border-color: var(--jp-error-color2);\n}\n.jp-RenderedHTMLCommon .alert-danger hr {\n border-color: var(--jp-error-color3);\n}\n.jp-RenderedHTMLCommon .alert-danger > p:last-child,\n.jp-RenderedHTMLCommon .alert-danger > ul:last-child {\n margin-bottom: 0;\n}\n.jp-RenderedHTMLCommon blockquote {\n margin: 1em 2em;\n padding: 0 1em;\n border-left: 5px solid var(--jp-border-color2);\n}\na.jp-InternalAnchorLink {\n visibility: hidden;\n margin-left: 8px;\n color: var(--md-blue-800);\n}\nh1:hover .jp-InternalAnchorLink,\nh2:hover .jp-InternalAnchorLink,\nh3:hover .jp-InternalAnchorLink,\nh4:hover .jp-InternalAnchorLink,\nh5:hover .jp-InternalAnchorLink,\nh6:hover .jp-InternalAnchorLink {\n visibility: visible;\n}\n.jp-RenderedHTMLCommon kbd {\n background-color: var(--jp-rendermime-table-row-background);\n border: 1px solid var(--jp-border-color0);\n border-bottom-color: var(--jp-border-color2);\n border-radius: 3px;\n box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);\n display: inline-block;\n font-size: var(--jp-ui-font-size0);\n line-height: 1em;\n padding: 0.2em 0.5em;\n}\n\/* Most direct children of .jp-RenderedHTMLCommon have a margin-bottom of 1.0.\n * At the bottom of cells this is a bit too much as there is also spacing\n * between cells. Going all the way to 0 gets too tight between markdown and\n * code cells.\n *\/\n.jp-RenderedHTMLCommon > *:last-child {\n margin-bottom: 0.5em;\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*\/\n.jp-MimeDocument {\n outline: none;\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*\/\n\/*-----------------------------------------------------------------------------\n| Variables\n|----------------------------------------------------------------------------*\/\n:root {\n --jp-private-filebrowser-button-height: 28px;\n --jp-private-filebrowser-button-width: 48px;\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*\/\n.jp-FileBrowser {\n display: flex;\n flex-direction: column;\n color: var(--jp-ui-font-color1);\n background: var(--jp-layout-color1);\n \/* This is needed so that all font sizing of children done in ems is\n * relative to this base size *\/\n font-size: var(--jp-ui-font-size1);\n}\n.jp-FileBrowser-toolbar.jp-Toolbar {\n border-bottom: none;\n height: auto;\n margin: 8px 12px 0px 12px;\n padding: 0px;\n box-shadow: none;\n justify-content: flex-start;\n}\n.jp-BreadCrumbs {\n flex: 0 0 auto;\n margin: 8px 12px 8px 12px;\n}\n.jp-BreadCrumbs-item {\n margin: 0px 2px;\n padding: 0px 2px;\n border-radius: var(--jp-border-radius);\n cursor: pointer;\n}\n.jp-BreadCrumbs-item:hover {\n background-color: var(--jp-layout-color2);\n}\n.jp-BreadCrumbs-item:first-child {\n margin-left: 0px;\n}\n.jp-BreadCrumbs-item.jp-mod-dropTarget {\n background-color: var(--jp-brand-color2);\n opacity: 0.7;\n}\n\/*-----------------------------------------------------------------------------\n| Buttons\n|----------------------------------------------------------------------------*\/\n.jp-FileBrowser-toolbar > .jp-Toolbar-item {\n flex: 0 0 auto;\n padding-left: 0px;\n padding-right: 2px;\n}\n.jp-FileBrowser-toolbar > .jp-Toolbar-item .jp-ToolbarButtonComponent {\n width: 40px;\n}\n.jp-FileBrowser-toolbar\n .jp-ToolbarButtonComponent[data-command='filebrowser:create-main-launcher'] {\n width: 72px;\n background: var(--jp-brand-color1);\n}\n.jp-FileBrowser-toolbar\n .jp-ToolbarButtonComponent[data-command='filebrowser:create-main-launcher']:hover,\n.jp-FileBrowser-toolbar\n .jp-ToolbarButtonComponent[data-command='filebrowser:create-main-launcher']:focus-visible {\n background-color: var(--jp-brand-color0) !important;\n}\n.jp-FileBrowser-toolbar\n .jp-ToolbarButtonComponent[data-command='filebrowser:create-main-launcher']\n .jp-icon3 {\n fill: var(--jp-layout-color1);\n}\n\/*-----------------------------------------------------------------------------\n| Other styles\n|----------------------------------------------------------------------------*\/\n.jp-FileDialog.jp-mod-conflict input {\n color: var(--jp-error-color1);\n}\n.jp-FileDialog .jp-new-name-title {\n margin-top: 12px;\n}\n.jp-LastModified-hidden {\n display: none;\n}\n.jp-FileBrowser-filterBox {\n padding: 0px;\n flex: 0 0 auto;\n margin: 8px 12px 0px 12px;\n}\n\/*-----------------------------------------------------------------------------\n| DirListing\n|----------------------------------------------------------------------------*\/\n.jp-DirListing {\n flex: 1 1 auto;\n display: flex;\n flex-direction: column;\n outline: 0;\n}\n.jp-DirListing:focus-visible {\n outline: 1px solid var(--jp-brand-color1);\n outline-offset: -2px;\n}\n.jp-DirListing-header {\n flex: 0 0 auto;\n display: flex;\n flex-direction: row;\n overflow: hidden;\n border-top: var(--jp-border-width) solid var(--jp-border-color2);\n border-bottom: var(--jp-border-width) solid var(--jp-border-color1);\n box-shadow: var(--jp-toolbar-box-shadow);\n z-index: 2;\n}\n.jp-DirListing-headerItem {\n padding: 4px 12px 2px 12px;\n font-weight: 500;\n}\n.jp-DirListing-headerItem:hover {\n background: var(--jp-layout-color2);\n}\n.jp-DirListing-headerItem.jp-id-name {\n flex: 1 0 84px;\n}\n.jp-DirListing-headerItem.jp-id-modified {\n flex: 0 0 112px;\n border-left: var(--jp-border-width) solid var(--jp-border-color2);\n text-align: right;\n}\n.jp-id-narrow {\n display: none;\n flex: 0 0 5px;\n padding: 4px 4px;\n border-left: var(--jp-border-width) solid var(--jp-border-color2);\n text-align: right;\n color: var(--jp-border-color2);\n}\n.jp-DirListing-narrow .jp-id-narrow {\n display: block;\n}\n.jp-DirListing-narrow .jp-id-modified,\n.jp-DirListing-narrow .jp-DirListing-itemModified {\n display: none;\n}\n.jp-DirListing-headerItem.jp-mod-selected {\n font-weight: 600;\n}\n\/* increase specificity to override bundled default *\/\n.jp-DirListing-content {\n flex: 1 1 auto;\n margin: 0;\n padding: 0;\n list-style-type: none;\n overflow: auto;\n background-color: var(--jp-layout-color1);\n}\n.jp-DirListing-content mark {\n color: var(--jp-ui-font-color0);\n background-color: transparent;\n font-weight: bold;\n}\n.jp-DirListing-content .jp-DirListing-item.jp-mod-selected mark {\n color: var(--jp-ui-inverse-font-color0);\n}\n\/* Style the directory listing content when a user drops a file to upload *\/\n.jp-DirListing.jp-mod-native-drop .jp-DirListing-content {\n outline: 5px dashed rgba(128, 128, 128, 0.5);\n outline-offset: -10px;\n cursor: copy;\n}\n.jp-DirListing-item {\n display: flex;\n flex-direction: row;\n padding: 4px 12px;\n -webkit-user-select: none;\n -moz-user-select: none;\n -ms-user-select: none;\n user-select: none;\n}\n.jp-DirListing-item[data-is-dot] {\n opacity: 75%;\n}\n.jp-DirListing-item.jp-mod-selected {\n color: var(--jp-ui-inverse-font-color1);\n background: var(--jp-brand-color1);\n}\n.jp-DirListing-item.jp-mod-dropTarget {\n background: var(--jp-brand-color3);\n}\n.jp-DirListing-item:hover:not(.jp-mod-selected) {\n background: var(--jp-layout-color2);\n}\n.jp-DirListing-itemIcon {\n flex: 0 0 20px;\n margin-right: 4px;\n}\n.jp-DirListing-itemText {\n flex: 1 0 64px;\n white-space: nowrap;\n overflow: hidden;\n text-overflow: ellipsis;\n user-select: none;\n}\n.jp-DirListing-itemModified {\n flex: 0 0 125px;\n text-align: right;\n}\n.jp-DirListing-editor {\n flex: 1 0 64px;\n outline: none;\n border: none;\n color: var(--jp-ui-font-color1);\n background-color: var(--jp-layout-color1);\n}\n.jp-DirListing-item.jp-mod-running .jp-DirListing-itemIcon:before {\n color: var(--jp-success-color1);\n content: '\\25CF';\n font-size: 8px;\n position: absolute;\n left: -8px;\n}\n.jp-DirListing-item.jp-mod-running.jp-mod-selected\n .jp-DirListing-itemIcon:before {\n color: var(--jp-ui-inverse-font-color1);\n}\n.jp-DirListing-item.lm-mod-drag-image,\n.jp-DirListing-item.jp-mod-selected.lm-mod-drag-image {\n font-size: var(--jp-ui-font-size1);\n padding-left: 4px;\n margin-left: 4px;\n width: 160px;\n background-color: var(--jp-ui-inverse-font-color2);\n box-shadow: var(--jp-elevation-z2);\n border-radius: 0px;\n color: var(--jp-ui-font-color1);\n transform: translateX(-40%) translateY(-58%);\n}\n.jp-Document {\n min-width: 120px;\n min-height: 120px;\n outline: none;\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*\/\n\/*-----------------------------------------------------------------------------\n| Private CSS variables\n|----------------------------------------------------------------------------*\/\n:root {\n}\n\/*-----------------------------------------------------------------------------\n| Main OutputArea\n| OutputArea has a list of Outputs\n|----------------------------------------------------------------------------*\/\n.jp-OutputArea {\n overflow-y: auto;\n}\n.jp-OutputArea-child {\n display: flex;\n flex-direction: row;\n}\nbody[data-format='mobile'] .jp-OutputArea-child {\n flex-direction: column;\n}\n.jp-OutputPrompt {\n flex: 0 0 var(--jp-cell-prompt-width);\n color: var(--jp-cell-outprompt-font-color);\n font-family: var(--jp-cell-prompt-font-family);\n padding: var(--jp-code-padding);\n letter-spacing: var(--jp-cell-prompt-letter-spacing);\n line-height: var(--jp-code-line-height);\n font-size: var(--jp-code-font-size);\n border: var(--jp-border-width) solid transparent;\n opacity: var(--jp-cell-prompt-opacity);\n \/* Right align prompt text, don't wrap to handle large prompt numbers *\/\n text-align: right;\n white-space: nowrap;\n overflow: hidden;\n text-overflow: ellipsis;\n \/* Disable text selection *\/\n -webkit-user-select: none;\n -moz-user-select: none;\n -ms-user-select: none;\n user-select: none;\n}\nbody[data-format='mobile'] .jp-OutputPrompt {\n flex: 0 0 auto;\n text-align: left;\n}\n.jp-OutputArea-output {\n height: auto;\n overflow: auto;\n user-select: text;\n -moz-user-select: text;\n -webkit-user-select: text;\n -ms-user-select: text;\n}\n.jp-OutputArea-child .jp-OutputArea-output {\n flex-grow: 1;\n flex-shrink: 1;\n}\nbody[data-format='mobile'] .jp-OutputArea-child .jp-OutputArea-output {\n margin-left: var(--jp-notebook-padding);\n}\n\/**\n * Isolated output.\n *\/\n.jp-OutputArea-output.jp-mod-isolated {\n width: 100%;\n display: block;\n}\n\/*\nWhen drag events occur, `p-mod-override-cursor` is added to the body.\nBecause iframes steal all cursor events, the following two rules are necessary\nto suppress pointer events while resize drags are occurring. There may be a\nbetter solution to this problem.\n*\/\nbody.lm-mod-override-cursor .jp-OutputArea-output.jp-mod-isolated {\n position: relative;\n}\nbody.lm-mod-override-cursor .jp-OutputArea-output.jp-mod-isolated:before {\n content: '';\n position: absolute;\n top: 0;\n left: 0;\n right: 0;\n bottom: 0;\n background: transparent;\n}\n\/* pre *\/\n.jp-OutputArea-output pre {\n border: none;\n margin: 0px;\n padding: 0px;\n overflow-x: auto;\n overflow-y: auto;\n word-break: break-all;\n word-wrap: break-word;\n white-space: pre-wrap;\n}\n\/* tables *\/\n.jp-OutputArea-output.jp-RenderedHTMLCommon table {\n margin-left: 0;\n margin-right: 0;\n}\n\/* description lists *\/\n.jp-OutputArea-output dl,\n.jp-OutputArea-output dt,\n.jp-OutputArea-output dd {\n display: block;\n}\n.jp-OutputArea-output dl {\n width: 100%;\n overflow: hidden;\n padding: 0;\n margin: 0;\n}\n.jp-OutputArea-output dt {\n font-weight: bold;\n float: left;\n width: 20%;\n padding: 0;\n margin: 0;\n}\n.jp-OutputArea-output dd {\n float: left;\n width: 80%;\n padding: 0;\n margin: 0;\n}\n.jp-TrimmedOutputs a {\n margin: 10px;\n text-decoration: none;\n cursor: pointer;\n}\n\/* Hide the gutter in case of\n * - nested output areas (e.g. in the case of output widgets)\n * - mirrored output areas\n *\/\n.jp-OutputArea .jp-OutputArea .jp-OutputArea-prompt {\n display: none;\n}\n\/* Hide empty lines in the output area, for instance due to cleared widgets *\/\n.jp-OutputArea-prompt:empty {\n padding: 0;\n border: 0;\n}\n\/*-----------------------------------------------------------------------------\n| executeResult is added to any Output-result for the display of the object\n| returned by a cell\n|----------------------------------------------------------------------------*\/\n.jp-OutputArea-output.jp-OutputArea-executeResult {\n margin-left: 0px;\n flex: 1 1 auto;\n}\n\/* Text output with the Out[] prompt needs a top padding to match the\n * alignment of the Out[] prompt itself.\n *\/\n.jp-OutputArea-executeResult .jp-RenderedText.jp-OutputArea-output {\n padding-top: var(--jp-code-padding);\n border-top: var(--jp-border-width) solid transparent;\n}\n\/*-----------------------------------------------------------------------------\n| The Stdin output\n|----------------------------------------------------------------------------*\/\n.jp-Stdin-prompt {\n color: var(--jp-content-font-color0);\n padding-right: var(--jp-code-padding);\n vertical-align: baseline;\n flex: 0 0 auto;\n}\n.jp-Stdin-input {\n font-family: var(--jp-code-font-family);\n font-size: inherit;\n color: inherit;\n background-color: inherit;\n width: 42%;\n min-width: 200px;\n \/* make sure input baseline aligns with prompt *\/\n vertical-align: baseline;\n \/* padding + margin = 0.5em between prompt and cursor *\/\n padding: 0em 0.25em;\n margin: 0em 0.25em;\n flex: 0 0 70%;\n}\n.jp-Stdin-input::placeholder {\n opacity: 0;\n}\n.jp-Stdin-input:focus {\n box-shadow: none;\n}\n.jp-Stdin-input:focus::placeholder {\n opacity: 1;\n}\n\/*-----------------------------------------------------------------------------\n| Output Area View\n|----------------------------------------------------------------------------*\/\n.jp-LinkedOutputView .jp-OutputArea {\n height: 100%;\n display: block;\n}\n.jp-LinkedOutputView .jp-OutputArea-output:only-child {\n height: 100%;\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*\/\n.jp-Collapser {\n flex: 0 0 var(--jp-cell-collapser-width);\n padding: 0px;\n margin: 0px;\n border: none;\n outline: none;\n background: transparent;\n border-radius: var(--jp-border-radius);\n opacity: 1;\n}\n.jp-Collapser-child {\n display: block;\n width: 100%;\n box-sizing: border-box;\n \/* height: 100% doesn't work because the height of its parent is computed from content *\/\n position: absolute;\n top: 0px;\n bottom: 0px;\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*\/\n\/*-----------------------------------------------------------------------------\n| Header\/Footer\n|----------------------------------------------------------------------------*\/\n\/* Hidden by zero height by default *\/\n.jp-CellHeader,\n.jp-CellFooter {\n height: 0px;\n width: 100%;\n padding: 0px;\n margin: 0px;\n border: none;\n outline: none;\n background: transparent;\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*\/\n\/*-----------------------------------------------------------------------------\n| Input\n|----------------------------------------------------------------------------*\/\n\/* All input areas *\/\n.jp-InputArea {\n display: flex;\n flex-direction: row;\n overflow: hidden;\n}\nbody[data-format='mobile'] .jp-InputArea {\n flex-direction: column;\n}\n.jp-InputArea-editor {\n flex: 1 1 auto;\n overflow: hidden;\n}\n.jp-InputArea-editor {\n \/* This is the non-active, default styling *\/\n border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);\n border-radius: 0px;\n background: var(--jp-cell-editor-background);\n}\nbody[data-format='mobile'] .jp-InputArea-editor {\n margin-left: var(--jp-notebook-padding);\n}\n.jp-InputPrompt {\n flex: 0 0 var(--jp-cell-prompt-width);\n color: var(--jp-cell-inprompt-font-color);\n font-family: var(--jp-cell-prompt-font-family);\n padding: var(--jp-code-padding);\n letter-spacing: var(--jp-cell-prompt-letter-spacing);\n opacity: var(--jp-cell-prompt-opacity);\n line-height: var(--jp-code-line-height);\n font-size: var(--jp-code-font-size);\n border: var(--jp-border-width) solid transparent;\n opacity: var(--jp-cell-prompt-opacity);\n \/* Right align prompt text, don't wrap to handle large prompt numbers *\/\n text-align: right;\n white-space: nowrap;\n overflow: hidden;\n text-overflow: ellipsis;\n \/* Disable text selection *\/\n -webkit-user-select: none;\n -moz-user-select: none;\n -ms-user-select: none;\n user-select: none;\n}\nbody[data-format='mobile'] .jp-InputPrompt {\n flex: 0 0 auto;\n text-align: left;\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*\/\n\/*-----------------------------------------------------------------------------\n| Placeholder\n|----------------------------------------------------------------------------*\/\n.jp-Placeholder {\n display: flex;\n flex-direction: row;\n flex: 1 1 auto;\n}\n.jp-Placeholder-prompt {\n box-sizing: border-box;\n}\n.jp-Placeholder-content {\n flex: 1 1 auto;\n border: none;\n background: transparent;\n height: 20px;\n box-sizing: border-box;\n}\n.jp-Placeholder-content .jp-MoreHorizIcon {\n width: 32px;\n height: 16px;\n border: 1px solid transparent;\n border-radius: var(--jp-border-radius);\n}\n.jp-Placeholder-content .jp-MoreHorizIcon:hover {\n border: 1px solid var(--jp-border-color1);\n box-shadow: 0px 0px 2px 0px rgba(0, 0, 0, 0.25);\n background-color: var(--jp-layout-color0);\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*\/\n\/*-----------------------------------------------------------------------------\n| Private CSS variables\n|----------------------------------------------------------------------------*\/\n:root {\n --jp-private-cell-scrolling-output-offset: 5px;\n}\n\/*-----------------------------------------------------------------------------\n| Cell\n|----------------------------------------------------------------------------*\/\n.jp-Cell {\n padding: var(--jp-cell-padding);\n margin: 0px;\n border: none;\n outline: none;\n background: transparent;\n}\n\/*-----------------------------------------------------------------------------\n| Common input\/output\n|----------------------------------------------------------------------------*\/\n.jp-Cell-inputWrapper,\n.jp-Cell-outputWrapper {\n display: flex;\n flex-direction: row;\n padding: 0px;\n margin: 0px;\n \/* Added to reveal the box-shadow on the input and output collapsers. *\/\n overflow: visible;\n}\n\/* Only input\/output areas inside cells *\/\n.jp-Cell-inputArea,\n.jp-Cell-outputArea {\n flex: 1 1 auto;\n}\n\/*-----------------------------------------------------------------------------\n| Collapser\n|----------------------------------------------------------------------------*\/\n\/* Make the output collapser disappear when there is not output, but do so\n * in a manner that leaves it in the layout and preserves its width.\n *\/\n.jp-Cell.jp-mod-noOutputs .jp-Cell-outputCollapser {\n border: none !important;\n background: transparent !important;\n}\n.jp-Cell:not(.jp-mod-noOutputs) .jp-Cell-outputCollapser {\n min-height: var(--jp-cell-collapser-min-height);\n}\n\/*-----------------------------------------------------------------------------\n| Output\n|----------------------------------------------------------------------------*\/\n\/* Put a space between input and output when there IS output *\/\n.jp-Cell:not(.jp-mod-noOutputs) .jp-Cell-outputWrapper {\n margin-top: 5px;\n}\n.jp-CodeCell.jp-mod-outputsScrolled .jp-Cell-outputArea {\n overflow-y: auto;\n max-height: 24em;\n margin-left: var(--jp-private-cell-scrolling-output-offset);\n}\n.jp-CodeCell.jp-mod-outputsScrolled .jp-Cell-outputArea::after {\n content: ' ';\n box-shadow: inset 0 0 6px 2px rgb(0 0 0 \/ 30%);\n width: 100%;\n height: 100%;\n position: sticky;\n bottom: 0;\n top: 0;\n margin-top: -50%;\n float: left;\n display: block;\n pointer-events: none;\n}\n.jp-CodeCell.jp-mod-outputsScrolled .jp-OutputArea-child {\n padding-top: 6px;\n}\n.jp-CodeCell.jp-mod-outputsScrolled .jp-OutputArea-prompt {\n flex: 0 0\n calc(\n var(--jp-cell-prompt-width) -\n var(--jp-private-cell-scrolling-output-offset)\n );\n}\n\/*-----------------------------------------------------------------------------\n| CodeCell\n|----------------------------------------------------------------------------*\/\n\/*-----------------------------------------------------------------------------\n| MarkdownCell\n|----------------------------------------------------------------------------*\/\n.jp-MarkdownOutput {\n flex: 1 1 auto;\n margin-top: 0;\n margin-bottom: 0;\n padding-left: var(--jp-code-padding);\n}\n.jp-MarkdownOutput.jp-RenderedHTMLCommon {\n overflow: auto;\n}\n\/* collapseHeadingButton (show always if hiddenCellsButton is _not_ shown) *\/\n.jp-collapseHeadingButton {\n display: none;\n min-height: var(--jp-cell-collapser-min-height);\n font-size: var(--jp-code-font-size);\n position: absolute;\n right: 0;\n top: 0;\n bottom: 0;\n background-color: transparent;\n background-size: 25px;\n background-repeat: no-repeat;\n background-position-x: center;\n background-position-y: top;\n background-image: var(--jp-icon-caret-down);\n border: none;\n cursor: pointer;\n}\n.jp-collapseHeadingButton:hover {\n background-color: var(--jp-layout-color2);\n}\n.jp-collapseHeadingButton.jp-mod-collapsed {\n background-image: var(--jp-icon-caret-right);\n}\n:is(.jp-MarkdownCell:hover, .jp-mod-active) .jp-collapseHeadingButton {\n display: flex;\n}\n\/*\n set the container font size to match that of content\n so that the nested collapse buttons have the right size\n*\/\n.jp-MarkdownCell .jp-InputPrompt {\n font-size: var(--jp-content-font-size1);\n}\n\/*\n Align collapseHeadingButton with cell top header\n The font sizes are identical to the ones in packages\/rendermime\/style\/base.css\n*\/\n.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='1'] {\n font-size: var(--jp-content-font-size5);\n background-position-y: calc(0.3 * var(--jp-content-font-size5));\n}\n.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='2'] {\n font-size: var(--jp-content-font-size4);\n background-position-y: calc(0.3 * var(--jp-content-font-size4));\n}\n.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='3'] {\n font-size: var(--jp-content-font-size3);\n background-position-y: calc(0.3 * var(--jp-content-font-size3));\n}\n.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='4'] {\n font-size: var(--jp-content-font-size2);\n background-position-y: calc(0.3 * var(--jp-content-font-size2));\n}\n.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='5'] {\n font-size: var(--jp-content-font-size1);\n background-position-y: top;\n}\n.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='6'] {\n font-size: var(--jp-content-font-size0);\n background-position-y: top;\n}\n.jp-showHiddenCellsButton {\n margin-left: calc(var(--jp-cell-prompt-width) + 2 * var(--jp-code-padding));\n margin-top: var(--jp-code-padding);\n border: 1px solid var(--jp-border-color2);\n background-color: var(--jp-border-color3) !important;\n color: var(--jp-content-font-color0) !important;\n}\n.jp-showHiddenCellsButton:hover {\n background-color: var(--jp-border-color2) !important;\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*\/\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*\/\n\/*-----------------------------------------------------------------------------\n| Variables\n|----------------------------------------------------------------------------*\/\n:root {\n --jp-notebook-toolbar-padding: 2px 5px 2px 2px;\n}\n\/*-----------------------------------------------------------------------------\n\/*-----------------------------------------------------------------------------\n| Styles\n|----------------------------------------------------------------------------*\/\n.jp-NotebookPanel-toolbar {\n padding: var(--jp-notebook-toolbar-padding);\n}\n.jp-Toolbar-item.jp-Notebook-toolbarCellType .jp-select-wrapper.jp-mod-focused {\n border: none;\n box-shadow: none;\n}\n.jp-Notebook-toolbarCellTypeDropdown select {\n height: 24px;\n font-size: var(--jp-ui-font-size1);\n line-height: 14px;\n border-radius: 0;\n display: block;\n}\n.jp-Notebook-toolbarCellTypeDropdown span {\n top: 5px !important;\n}\n.jp-Toolbar-responsive-popup {\n position: absolute;\n height: fit-content;\n display: flex;\n flex-direction: row;\n flex-wrap: wrap;\n justify-content: flex-end;\n border-bottom: var(--jp-border-width) solid var(--jp-toolbar-border-color);\n box-shadow: var(--jp-toolbar-box-shadow);\n background: var(--jp-toolbar-background);\n min-height: var(--jp-toolbar-micro-height);\n padding: var(--jp-notebook-toolbar-padding);\n z-index: 1;\n right: 0px;\n top: 0px;\n}\n.jp-Toolbar > .jp-Toolbar-responsive-opener {\n margin-left: auto;\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*\/\n\/*-----------------------------------------------------------------------------\n| Variables\n|----------------------------------------------------------------------------*\/\n\/*-----------------------------------------------------------------------------\n\/*-----------------------------------------------------------------------------\n| Styles\n|----------------------------------------------------------------------------*\/\n.jp-Notebook-ExecutionIndicator {\n position: relative;\n display: inline-block;\n height: 100%;\n z-index: 9997;\n}\n.jp-Notebook-ExecutionIndicator-tooltip {\n visibility: hidden;\n height: auto;\n width: max-content;\n width: -moz-max-content;\n background-color: var(--jp-layout-color2);\n color: var(--jp-ui-font-color1);\n text-align: justify;\n border-radius: 6px;\n padding: 0 5px;\n position: fixed;\n display: table;\n}\n.jp-Notebook-ExecutionIndicator-tooltip.up {\n transform: translateX(-50%) translateY(-100%) translateY(-32px);\n}\n.jp-Notebook-ExecutionIndicator-tooltip.down {\n transform: translateX(calc(-100% + 16px)) translateY(5px);\n}\n.jp-Notebook-ExecutionIndicator-tooltip.hidden {\n display: none;\n}\n.jp-Notebook-ExecutionIndicator:hover .jp-Notebook-ExecutionIndicator-tooltip {\n visibility: visible;\n}\n.jp-Notebook-ExecutionIndicator span {\n font-size: var(--jp-ui-font-size1);\n font-family: var(--jp-ui-font-family);\n color: var(--jp-ui-font-color1);\n line-height: 24px;\n display: block;\n}\n.jp-Notebook-ExecutionIndicator-progress-bar {\n display: flex;\n justify-content: center;\n height: 100%;\n}\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*\/\n\/*-----------------------------------------------------------------------------\n| Private CSS variables\n|----------------------------------------------------------------------------*\/\n:root {\n --jp-private-notebook-dragImage-width: 304px;\n --jp-private-notebook-dragImage-height: 36px;\n --jp-private-notebook-selected-color: var(--md-blue-400);\n --jp-private-notebook-active-color: var(--md-green-400);\n}\n\/*-----------------------------------------------------------------------------\n| Imports\n|----------------------------------------------------------------------------*\/\n\/*-----------------------------------------------------------------------------\n| Notebook\n|----------------------------------------------------------------------------*\/\n.jp-NotebookPanel {\n display: block;\n height: 100%;\n}\n.jp-NotebookPanel.jp-Document {\n min-width: 240px;\n min-height: 120px;\n}\n.jp-Notebook {\n padding: var(--jp-notebook-padding);\n outline: none;\n overflow: auto;\n background: var(--jp-layout-color0);\n}\n.jp-Notebook.jp-mod-scrollPastEnd::after {\n display: block;\n content: '';\n min-height: var(--jp-notebook-scroll-padding);\n}\n.jp-MainAreaWidget-ContainStrict .jp-Notebook * {\n contain: strict;\n}\n.jp-Notebook .jp-Cell {\n overflow: visible;\n}\n.jp-Notebook .jp-Cell .jp-InputPrompt {\n cursor: move;\n float: left;\n}\n\/*-----------------------------------------------------------------------------\n| Notebook state related styling\n|\n| The notebook and cells each have states, here are the possibilities:\n|\n| - Notebook\n| - Command\n| - Edit\n| - Cell\n| - None\n| - Active (only one can be active)\n| - Selected (the cells actions are applied to)\n| - Multiselected (when multiple selected, the cursor)\n| - No outputs\n|----------------------------------------------------------------------------*\/\n\/* Command or edit modes *\/\n.jp-Notebook .jp-Cell:not(.jp-mod-active) .jp-InputPrompt {\n opacity: var(--jp-cell-prompt-not-active-opacity);\n color: var(--jp-cell-prompt-not-active-font-color);\n}\n.jp-Notebook .jp-Cell:not(.jp-mod-active) .jp-OutputPrompt {\n opacity: var(--jp-cell-prompt-not-active-opacity);\n color: var(--jp-cell-prompt-not-active-font-color);\n}\n\/* cell is active *\/\n.jp-Notebook .jp-Cell.jp-mod-active .jp-Collapser {\n background: var(--jp-brand-color1);\n}\n\/* cell is dirty *\/\n.jp-Notebook .jp-Cell.jp-mod-dirty .jp-InputPrompt {\n color: var(--jp-warn-color1);\n}\n.jp-Notebook .jp-Cell.jp-mod-dirty .jp-InputPrompt:before {\n color: var(--jp-warn-color1);\n content: '\u2022';\n}\n.jp-Notebook .jp-Cell.jp-mod-active.jp-mod-dirty .jp-Collapser {\n background: var(--jp-warn-color1);\n}\n\/* collapser is hovered *\/\n.jp-Notebook .jp-Cell .jp-Collapser:hover {\n box-shadow: var(--jp-elevation-z2);\n background: var(--jp-brand-color1);\n opacity: var(--jp-cell-collapser-not-active-hover-opacity);\n}\n\/* cell is active and collapser is hovered *\/\n.jp-Notebook .jp-Cell.jp-mod-active .jp-Collapser:hover {\n background: var(--jp-brand-color0);\n opacity: 1;\n}\n\/* Command mode *\/\n.jp-Notebook.jp-mod-commandMode .jp-Cell.jp-mod-selected {\n background: var(--jp-notebook-multiselected-color);\n}\n.jp-Notebook.jp-mod-commandMode\n .jp-Cell.jp-mod-active.jp-mod-selected:not(.jp-mod-multiSelected) {\n background: transparent;\n}\n\/* Edit mode *\/\n.jp-Notebook.jp-mod-editMode .jp-Cell.jp-mod-active .jp-InputArea-editor {\n border: var(--jp-border-width) solid var(--jp-cell-editor-active-border-color);\n box-shadow: var(--jp-input-box-shadow);\n background-color: var(--jp-cell-editor-active-background);\n}\n\/*-----------------------------------------------------------------------------\n| Notebook drag and drop\n|----------------------------------------------------------------------------*\/\n.jp-Notebook-cell.jp-mod-dropSource {\n opacity: 0.5;\n}\n.jp-Notebook-cell.jp-mod-dropTarget,\n.jp-Notebook.jp-mod-commandMode\n .jp-Notebook-cell.jp-mod-active.jp-mod-selected.jp-mod-dropTarget {\n border-top-color: var(--jp-private-notebook-selected-color);\n border-top-style: solid;\n border-top-width: 2px;\n}\n.jp-dragImage {\n display: block;\n flex-direction: row;\n width: var(--jp-private-notebook-dragImage-width);\n height: var(--jp-private-notebook-dragImage-height);\n border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);\n background: var(--jp-cell-editor-background);\n overflow: visible;\n}\n.jp-dragImage-singlePrompt {\n box-shadow: 2px 2px 4px 0px rgba(0, 0, 0, 0.12);\n}\n.jp-dragImage .jp-dragImage-content {\n flex: 1 1 auto;\n z-index: 2;\n font-size: var(--jp-code-font-size);\n font-family: var(--jp-code-font-family);\n line-height: var(--jp-code-line-height);\n padding: var(--jp-code-padding);\n border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);\n background: var(--jp-cell-editor-background-color);\n color: var(--jp-content-font-color3);\n text-align: left;\n margin: 4px 4px 4px 0px;\n}\n.jp-dragImage .jp-dragImage-prompt {\n flex: 0 0 auto;\n min-width: 36px;\n color: var(--jp-cell-inprompt-font-color);\n padding: var(--jp-code-padding);\n padding-left: 12px;\n font-family: var(--jp-cell-prompt-font-family);\n letter-spacing: var(--jp-cell-prompt-letter-spacing);\n line-height: 1.9;\n font-size: var(--jp-code-font-size);\n border: var(--jp-border-width) solid transparent;\n}\n.jp-dragImage-multipleBack {\n z-index: -1;\n position: absolute;\n height: 32px;\n width: 300px;\n top: 8px;\n left: 8px;\n background: var(--jp-layout-color2);\n border: var(--jp-border-width) solid var(--jp-input-border-color);\n box-shadow: 2px 2px 4px 0px rgba(0, 0, 0, 0.12);\n}\n\/*-----------------------------------------------------------------------------\n| Cell toolbar\n|----------------------------------------------------------------------------*\/\n.jp-NotebookTools {\n display: block;\n min-width: var(--jp-sidebar-min-width);\n color: var(--jp-ui-font-color1);\n background: var(--jp-layout-color1);\n \/* This is needed so that all font sizing of children done in ems is\n * relative to this base size *\/\n font-size: var(--jp-ui-font-size1);\n overflow: auto;\n}\n.jp-NotebookTools-tool {\n padding: 0px 12px 0 12px;\n}\n.jp-ActiveCellTool {\n padding: 12px;\n background-color: var(--jp-layout-color1);\n border-top: none !important;\n}\n.jp-ActiveCellTool .jp-InputArea-prompt {\n flex: 0 0 auto;\n padding-left: 0px;\n}\n.jp-ActiveCellTool .jp-InputArea-editor {\n flex: 1 1 auto;\n background: var(--jp-cell-editor-background);\n border-color: var(--jp-cell-editor-border-color);\n}\n.jp-ActiveCellTool .jp-InputArea-editor .CodeMirror {\n background: transparent;\n}\n.jp-MetadataEditorTool {\n flex-direction: column;\n padding: 12px 0px 12px 0px;\n}\n.jp-RankedPanel > :not(:first-child) {\n margin-top: 12px;\n}\n.jp-KeySelector select.jp-mod-styled {\n font-size: var(--jp-ui-font-size1);\n color: var(--jp-ui-font-color0);\n border: var(--jp-border-width) solid var(--jp-border-color1);\n}\n.jp-KeySelector label,\n.jp-MetadataEditorTool label {\n line-height: 1.4;\n}\n.jp-NotebookTools .jp-select-wrapper {\n margin-top: 4px;\n margin-bottom: 0px;\n}\n.jp-NotebookTools .jp-Collapse {\n margin-top: 16px;\n}\n\/*-----------------------------------------------------------------------------\n| Presentation Mode (.jp-mod-presentationMode)\n|----------------------------------------------------------------------------*\/\n.jp-mod-presentationMode .jp-Notebook {\n --jp-content-font-size1: var(--jp-content-presentation-font-size1);\n --jp-code-font-size: var(--jp-code-presentation-font-size);\n}\n.jp-mod-presentationMode .jp-Notebook .jp-Cell .jp-InputPrompt,\n.jp-mod-presentationMode .jp-Notebook .jp-Cell .jp-OutputPrompt {\n flex: 0 0 110px;\n}\n\/*-----------------------------------------------------------------------------\n| Side-by-side Mode (.jp-mod-sideBySide)\n|----------------------------------------------------------------------------*\/\n:root {\n --jp-side-by-side-output-size: 1fr;\n --jp-side-by-side-resized-cell: var(--jp-side-by-side-output-size);\n}\n.jp-mod-sideBySide.jp-Notebook .jp-Notebook-cell {\n margin-top: 3em;\n margin-bottom: 3em;\n margin-left: 5%;\n margin-right: 5%;\n}\n.jp-mod-sideBySide.jp-Notebook .jp-CodeCell {\n display: grid;\n grid-template-columns: minmax(0, 1fr) min-content minmax(\n 0,\n var(--jp-side-by-side-output-size)\n );\n grid-template-rows: auto minmax(0, 1fr) auto;\n grid-template-areas:\n 'header header header'\n 'input handle output'\n 'footer footer footer';\n}\n.jp-mod-sideBySide.jp-Notebook .jp-CodeCell.jp-mod-resizedCell {\n grid-template-columns: minmax(0, 1fr) min-content minmax(\n 0,\n var(--jp-side-by-side-resized-cell)\n );\n}\n.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-CellHeader {\n grid-area: header;\n}\n.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-Cell-inputWrapper {\n grid-area: input;\n}\n.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-Cell-outputWrapper {\n \/* overwrite the default margin (no vertical separation needed in side by side move *\/\n margin-top: 0;\n grid-area: output;\n}\n.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-CellFooter {\n grid-area: footer;\n}\n.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-CellResizeHandle {\n grid-area: handle;\n user-select: none;\n display: block;\n height: 100%;\n cursor: ew-resize;\n padding: 0 var(--jp-cell-padding);\n}\n.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-CellResizeHandle::after {\n content: '';\n display: block;\n background: var(--jp-border-color2);\n height: 100%;\n width: 5px;\n}\n.jp-mod-sideBySide.jp-Notebook\n .jp-CodeCell.jp-mod-resizedCell\n .jp-CellResizeHandle::after {\n background: var(--jp-border-color0);\n}\n.jp-CellResizeHandle {\n display: none;\n}\n\/*-----------------------------------------------------------------------------\n| Placeholder\n|----------------------------------------------------------------------------*\/\n.jp-Cell-Placeholder {\n padding-left: 55px;\n}\n.jp-Cell-Placeholder-wrapper {\n background: #fff;\n border: 1px solid;\n border-color: #e5e6e9 #dfe0e4 #d0d1d5;\n border-radius: 4px;\n -webkit-border-radius: 4px;\n margin: 10px 15px;\n}\n.jp-Cell-Placeholder-wrapper-inner {\n padding: 15px;\n position: relative;\n}\n.jp-Cell-Placeholder-wrapper-body {\n background-repeat: repeat;\n background-size: 50% auto;\n}\n.jp-Cell-Placeholder-wrapper-body div {\n background: #f6f7f8;\n background-image: -webkit-linear-gradient(\n left,\n #f6f7f8 0%,\n #edeef1 20%,\n #f6f7f8 40%,\n #f6f7f8 100%\n );\n background-repeat: no-repeat;\n background-size: 800px 104px;\n height: 104px;\n position: relative;\n}\n.jp-Cell-Placeholder-wrapper-body div {\n position: absolute;\n right: 15px;\n left: 15px;\n top: 15px;\n}\ndiv.jp-Cell-Placeholder-h1 {\n top: 20px;\n height: 20px;\n left: 15px;\n width: 150px;\n}\ndiv.jp-Cell-Placeholder-h2 {\n left: 15px;\n top: 50px;\n height: 10px;\n width: 100px;\n}\ndiv.jp-Cell-Placeholder-content-1,\ndiv.jp-Cell-Placeholder-content-2,\ndiv.jp-Cell-Placeholder-content-3 {\n left: 15px;\n right: 15px;\n height: 10px;\n}\ndiv.jp-Cell-Placeholder-content-1 {\n top: 100px;\n}\ndiv.jp-Cell-Placeholder-content-2 {\n top: 120px;\n}\ndiv.jp-Cell-Placeholder-content-3 {\n top: 140px;\n}\n<\/style>\n <style type=\"text\/css\">\n\/*-----------------------------------------------------------------------------\n| Copyright (c) Jupyter Development Team.\n| Distributed under the terms of the Modified BSD License.\n|----------------------------------------------------------------------------*\/\n\/*\nThe following CSS variables define the main, public API for styling JupyterLab.\nThese variables should be used by all plugins wherever possible. In other\nwords, plugins should not define custom colors, sizes, etc unless absolutely\nnecessary. This enables users to change the visual theme of JupyterLab\nby changing these variables.\nMany variables appear in an ordered sequence (0,1,2,3). These sequences\nare designed to work well together, so for example, `--jp-border-color1` should\nbe used with `--jp-layout-color1`. The numbers have the following meanings:\n* 0: super-primary, reserved for special emphasis\n* 1: primary, most important under normal situations\n* 2: secondary, next most important under normal situations\n* 3: tertiary, next most important under normal situations\nThroughout JupyterLab, we are mostly following principles from Google's\nMaterial Design when selecting colors. We are not, however, following\nall of MD as it is not optimized for dense, information rich UIs.\n*\/\n:root {\n \/* Elevation\n *\n * We style box-shadows using Material Design's idea of elevation. These particular numbers are taken from here:\n *\n * https:\/\/github.com\/material-components\/material-components-web\n * https:\/\/material-components-web.appspot.com\/elevation.html\n *\/\n --jp-shadow-base-lightness: 0;\n --jp-shadow-umbra-color: rgba(\n var(--jp-shadow-base-lightness),\n var(--jp-shadow-base-lightness),\n var(--jp-shadow-base-lightness),\n 0.2\n );\n --jp-shadow-penumbra-color: rgba(\n var(--jp-shadow-base-lightness),\n var(--jp-shadow-base-lightness),\n var(--jp-shadow-base-lightness),\n 0.14\n );\n --jp-shadow-ambient-color: rgba(\n var(--jp-shadow-base-lightness),\n var(--jp-shadow-base-lightness),\n var(--jp-shadow-base-lightness),\n 0.12\n );\n --jp-elevation-z0: none;\n --jp-elevation-z1: 0px 2px 1px -1px var(--jp-shadow-umbra-color),\n 0px 1px 1px 0px var(--jp-shadow-penumbra-color),\n 0px 1px 3px 0px var(--jp-shadow-ambient-color);\n --jp-elevation-z2: 0px 3px 1px -2px var(--jp-shadow-umbra-color),\n 0px 2px 2px 0px var(--jp-shadow-penumbra-color),\n 0px 1px 5px 0px var(--jp-shadow-ambient-color);\n --jp-elevation-z4: 0px 2px 4px -1px var(--jp-shadow-umbra-color),\n 0px 4px 5px 0px var(--jp-shadow-penumbra-color),\n 0px 1px 10px 0px var(--jp-shadow-ambient-color);\n --jp-elevation-z6: 0px 3px 5px -1px var(--jp-shadow-umbra-color),\n 0px 6px 10px 0px var(--jp-shadow-penumbra-color),\n 0px 1px 18px 0px var(--jp-shadow-ambient-color);\n --jp-elevation-z8: 0px 5px 5px -3px var(--jp-shadow-umbra-color),\n 0px 8px 10px 1px var(--jp-shadow-penumbra-color),\n 0px 3px 14px 2px var(--jp-shadow-ambient-color);\n --jp-elevation-z12: 0px 7px 8px -4px var(--jp-shadow-umbra-color),\n 0px 12px 17px 2px var(--jp-shadow-penumbra-color),\n 0px 5px 22px 4px var(--jp-shadow-ambient-color);\n --jp-elevation-z16: 0px 8px 10px -5px var(--jp-shadow-umbra-color),\n 0px 16px 24px 2px var(--jp-shadow-penumbra-color),\n 0px 6px 30px 5px var(--jp-shadow-ambient-color);\n --jp-elevation-z20: 0px 10px 13px -6px var(--jp-shadow-umbra-color),\n 0px 20px 31px 3px var(--jp-shadow-penumbra-color),\n 0px 8px 38px 7px var(--jp-shadow-ambient-color);\n --jp-elevation-z24: 0px 11px 15px -7px var(--jp-shadow-umbra-color),\n 0px 24px 38px 3px var(--jp-shadow-penumbra-color),\n 0px 9px 46px 8px var(--jp-shadow-ambient-color);\n \/* Borders\n *\n * The following variables, specify the visual styling of borders in JupyterLab.\n *\/\n --jp-border-width: 1px;\n --jp-border-color0: var(--md-grey-400);\n --jp-border-color1: var(--md-grey-400);\n --jp-border-color2: var(--md-grey-300);\n --jp-border-color3: var(--md-grey-200);\n --jp-inverse-border-color: var(--md-grey-600);\n --jp-border-radius: 2px;\n \/* UI Fonts\n *\n * The UI font CSS variables are used for the typography all of the JupyterLab\n * user interface elements that are not directly user generated content.\n *\n * The font sizing here is done assuming that the body font size of --jp-ui-font-size1\n * is applied to a parent element. When children elements, such as headings, are sized\n * in em all things will be computed relative to that body size.\n *\/\n --jp-ui-font-scale-factor: 1.2;\n --jp-ui-font-size0: 0.83333em;\n --jp-ui-font-size1: 13px; \/* Base font size *\/\n --jp-ui-font-size2: 1.2em;\n --jp-ui-font-size3: 1.44em;\n --jp-ui-font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Helvetica,\n Arial, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol';\n \/*\n * Use these font colors against the corresponding main layout colors.\n * In a light theme, these go from dark to light.\n *\/\n \/* Defaults use Material Design specification *\/\n --jp-ui-font-color0: rgba(0, 0, 0, 1);\n --jp-ui-font-color1: rgba(0, 0, 0, 0.87);\n --jp-ui-font-color2: rgba(0, 0, 0, 0.54);\n --jp-ui-font-color3: rgba(0, 0, 0, 0.38);\n \/*\n * Use these against the brand\/accent\/warn\/error colors.\n * These will typically go from light to darker, in both a dark and light theme.\n *\/\n --jp-ui-inverse-font-color0: rgba(255, 255, 255, 1);\n --jp-ui-inverse-font-color1: rgba(255, 255, 255, 1);\n --jp-ui-inverse-font-color2: rgba(255, 255, 255, 0.7);\n --jp-ui-inverse-font-color3: rgba(255, 255, 255, 0.5);\n \/* Content Fonts\n *\n * Content font variables are used for typography of user generated content.\n *\n * The font sizing here is done assuming that the body font size of --jp-content-font-size1\n * is applied to a parent element. When children elements, such as headings, are sized\n * in em all things will be computed relative to that body size.\n *\/\n --jp-content-line-height: 1.6;\n --jp-content-font-scale-factor: 1.2;\n --jp-content-font-size0: 0.83333em;\n --jp-content-font-size1: 14px; \/* Base font size *\/\n --jp-content-font-size2: 1.2em;\n --jp-content-font-size3: 1.44em;\n --jp-content-font-size4: 1.728em;\n --jp-content-font-size5: 2.0736em;\n \/* This gives a magnification of about 125% in presentation mode over normal. *\/\n --jp-content-presentation-font-size1: 17px;\n --jp-content-heading-line-height: 1;\n --jp-content-heading-margin-top: 1.2em;\n --jp-content-heading-margin-bottom: 0.8em;\n --jp-content-heading-font-weight: 500;\n \/* Defaults use Material Design specification *\/\n --jp-content-font-color0: rgba(0, 0, 0, 1);\n --jp-content-font-color1: rgba(0, 0, 0, 0.87);\n --jp-content-font-color2: rgba(0, 0, 0, 0.54);\n --jp-content-font-color3: rgba(0, 0, 0, 0.38);\n --jp-content-link-color: var(--md-blue-700);\n --jp-content-font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI',\n Helvetica, Arial, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji',\n 'Segoe UI Symbol';\n \/*\n * Code Fonts\n *\n * Code font variables are used for typography of code and other monospaces content.\n *\/\n --jp-code-font-size: 13px;\n --jp-code-line-height: 1.3077; \/* 17px for 13px base *\/\n --jp-code-padding: 5px; \/* 5px for 13px base, codemirror highlighting needs integer px value *\/\n --jp-code-font-family-default: Menlo, Consolas, 'DejaVu Sans Mono', monospace;\n --jp-code-font-family: var(--jp-code-font-family-default);\n \/* This gives a magnification of about 125% in presentation mode over normal. *\/\n --jp-code-presentation-font-size: 16px;\n \/* may need to tweak cursor width if you change font size *\/\n --jp-code-cursor-width0: 1.4px;\n --jp-code-cursor-width1: 2px;\n --jp-code-cursor-width2: 4px;\n \/* Layout\n *\n * The following are the main layout colors use in JupyterLab. In a light\n * theme these would go from light to dark.\n *\/\n --jp-layout-color0: white;\n --jp-layout-color1: white;\n --jp-layout-color2: var(--md-grey-200);\n --jp-layout-color3: var(--md-grey-400);\n --jp-layout-color4: var(--md-grey-600);\n \/* Inverse Layout\n *\n * The following are the inverse layout colors use in JupyterLab. In a light\n * theme these would go from dark to light.\n *\/\n --jp-inverse-layout-color0: #111111;\n --jp-inverse-layout-color1: var(--md-grey-900);\n --jp-inverse-layout-color2: var(--md-grey-800);\n --jp-inverse-layout-color3: var(--md-grey-700);\n --jp-inverse-layout-color4: var(--md-grey-600);\n \/* Brand\/accent *\/\n --jp-brand-color0: var(--md-blue-900);\n --jp-brand-color1: var(--md-blue-700);\n --jp-brand-color2: var(--md-blue-300);\n --jp-brand-color3: var(--md-blue-100);\n --jp-brand-color4: var(--md-blue-50);\n --jp-accent-color0: var(--md-green-900);\n --jp-accent-color1: var(--md-green-700);\n --jp-accent-color2: var(--md-green-300);\n --jp-accent-color3: var(--md-green-100);\n \/* State colors (warn, error, success, info) *\/\n --jp-warn-color0: var(--md-orange-900);\n --jp-warn-color1: var(--md-orange-700);\n --jp-warn-color2: var(--md-orange-300);\n --jp-warn-color3: var(--md-orange-100);\n --jp-error-color0: var(--md-red-900);\n --jp-error-color1: var(--md-red-700);\n --jp-error-color2: var(--md-red-300);\n --jp-error-color3: var(--md-red-100);\n --jp-success-color0: var(--md-green-900);\n --jp-success-color1: var(--md-green-700);\n --jp-success-color2: var(--md-green-300);\n --jp-success-color3: var(--md-green-100);\n --jp-info-color0: var(--md-cyan-900);\n --jp-info-color1: var(--md-cyan-700);\n --jp-info-color2: var(--md-cyan-300);\n --jp-info-color3: var(--md-cyan-100);\n \/* Cell specific styles *\/\n --jp-cell-padding: 5px;\n --jp-cell-collapser-width: 8px;\n --jp-cell-collapser-min-height: 20px;\n --jp-cell-collapser-not-active-hover-opacity: 0.6;\n --jp-cell-editor-background: var(--md-grey-100);\n --jp-cell-editor-border-color: var(--md-grey-300);\n --jp-cell-editor-box-shadow: inset 0 0 2px var(--md-blue-300);\n --jp-cell-editor-active-background: var(--jp-layout-color0);\n --jp-cell-editor-active-border-color: var(--jp-brand-color1);\n --jp-cell-prompt-width: 64px;\n --jp-cell-prompt-font-family: var(--jp-code-font-family-default);\n --jp-cell-prompt-letter-spacing: 0px;\n --jp-cell-prompt-opacity: 1;\n --jp-cell-prompt-not-active-opacity: 0.5;\n --jp-cell-prompt-not-active-font-color: var(--md-grey-700);\n \/* A custom blend of MD grey and blue 600\n * See https:\/\/meyerweb.com\/eric\/tools\/color-blend\/#546E7A:1E88E5:5:hex *\/\n --jp-cell-inprompt-font-color: #307fc1;\n \/* A custom blend of MD grey and orange 600\n * https:\/\/meyerweb.com\/eric\/tools\/color-blend\/#546E7A:F4511E:5:hex *\/\n --jp-cell-outprompt-font-color: #bf5b3d;\n \/* Notebook specific styles *\/\n --jp-notebook-padding: 10px;\n --jp-notebook-select-background: var(--jp-layout-color1);\n --jp-notebook-multiselected-color: var(--md-blue-50);\n \/* The scroll padding is calculated to fill enough space at the bottom of the\n notebook to show one single-line cell (with appropriate padding) at the top\n when the notebook is scrolled all the way to the bottom. We also subtract one\n pixel so that no scrollbar appears if we have just one single-line cell in the\n notebook. This padding is to enable a 'scroll past end' feature in a notebook.\n *\/\n --jp-notebook-scroll-padding: calc(\n 100% - var(--jp-code-font-size) * var(--jp-code-line-height) -\n var(--jp-code-padding) - var(--jp-cell-padding) - 1px\n );\n \/* Rendermime styles *\/\n --jp-rendermime-error-background: #fdd;\n --jp-rendermime-table-row-background: var(--md-grey-100);\n --jp-rendermime-table-row-hover-background: var(--md-light-blue-50);\n \/* Dialog specific styles *\/\n --jp-dialog-background: rgba(0, 0, 0, 0.25);\n \/* Console specific styles *\/\n --jp-console-padding: 10px;\n \/* Toolbar specific styles *\/\n --jp-toolbar-border-color: var(--jp-border-color1);\n --jp-toolbar-micro-height: 8px;\n --jp-toolbar-background: var(--jp-layout-color1);\n --jp-toolbar-box-shadow: 0px 0px 2px 0px rgba(0, 0, 0, 0.24);\n --jp-toolbar-header-margin: 4px 4px 0px 4px;\n --jp-toolbar-active-background: var(--md-grey-300);\n \/* Statusbar specific styles *\/\n --jp-statusbar-height: 24px;\n \/* Input field styles *\/\n --jp-input-box-shadow: inset 0 0 2px var(--md-blue-300);\n --jp-input-active-background: var(--jp-layout-color1);\n --jp-input-hover-background: var(--jp-layout-color1);\n --jp-input-background: var(--md-grey-100);\n --jp-input-border-color: var(--jp-inverse-border-color);\n --jp-input-active-border-color: var(--jp-brand-color1);\n --jp-input-active-box-shadow-color: rgba(19, 124, 189, 0.3);\n \/* General editor styles *\/\n --jp-editor-selected-background: #d9d9d9;\n --jp-editor-selected-focused-background: #d7d4f0;\n --jp-editor-cursor-color: var(--jp-ui-font-color0);\n \/* Code mirror specific styles *\/\n --jp-mirror-editor-keyword-color: #008000;\n --jp-mirror-editor-atom-color: #88f;\n --jp-mirror-editor-number-color: #080;\n --jp-mirror-editor-def-color: #00f;\n --jp-mirror-editor-variable-color: var(--md-grey-900);\n --jp-mirror-editor-variable-2-color: #05a;\n --jp-mirror-editor-variable-3-color: #085;\n --jp-mirror-editor-punctuation-color: #05a;\n --jp-mirror-editor-property-color: #05a;\n --jp-mirror-editor-operator-color: #aa22ff;\n --jp-mirror-editor-comment-color: #408080;\n --jp-mirror-editor-string-color: #ba2121;\n --jp-mirror-editor-string-2-color: #708;\n --jp-mirror-editor-meta-color: #aa22ff;\n --jp-mirror-editor-qualifier-color: #555;\n --jp-mirror-editor-builtin-color: #008000;\n --jp-mirror-editor-bracket-color: #997;\n --jp-mirror-editor-tag-color: #170;\n --jp-mirror-editor-attribute-color: #00c;\n --jp-mirror-editor-header-color: blue;\n --jp-mirror-editor-quote-color: #090;\n --jp-mirror-editor-link-color: #00c;\n --jp-mirror-editor-error-color: #f00;\n --jp-mirror-editor-hr-color: #999;\n \/*\n RTC user specific colors.\n These colors are used for the cursor, username in the editor,\n and the icon of the user.\n *\/\n --jp-collaborator-color1: #ffad8e;\n --jp-collaborator-color2: #dac83d;\n --jp-collaborator-color3: #72dd76;\n --jp-collaborator-color4: #00e4d0;\n --jp-collaborator-color5: #45d4ff;\n --jp-collaborator-color6: #e2b1ff;\n --jp-collaborator-color7: #ff9de6;\n \/* Vega extension styles *\/\n --jp-vega-background: white;\n \/* Sidebar-related styles *\/\n --jp-sidebar-min-width: 250px;\n \/* Search-related styles *\/\n --jp-search-toggle-off-opacity: 0.5;\n --jp-search-toggle-hover-opacity: 0.8;\n --jp-search-toggle-on-opacity: 1;\n --jp-search-selected-match-background-color: rgb(245, 200, 0);\n --jp-search-selected-match-color: black;\n --jp-search-unselected-match-background-color: var(\n --jp-inverse-layout-color0\n );\n --jp-search-unselected-match-color: var(--jp-ui-inverse-font-color0);\n \/* Icon colors that work well with light or dark backgrounds *\/\n --jp-icon-contrast-color0: var(--md-purple-600);\n --jp-icon-contrast-color1: var(--md-green-600);\n --jp-icon-contrast-color2: var(--md-pink-600);\n --jp-icon-contrast-color3: var(--md-blue-600);\n \/* File or activity icons and switch semantic variables *\/\n --jp-jupyter-icon-color: #f37626;\n --jp-notebook-icon-color: #f37626;\n --jp-json-icon-color: var(--md-orange-700);\n --jp-console-icon-background-color: var(--md-blue-700);\n --jp-console-icon-color: white;\n --jp-terminal-icon-background-color: var(--md-grey-800);\n --jp-terminal-icon-color: var(--md-grey-200);\n --jp-text-editor-icon-color: var(--md-grey-700);\n --jp-inspector-icon-color: var(--md-grey-700);\n --jp-switch-color: var(--md-grey-400);\n --jp-switch-true-position-color: var(--md-orange-900);\n}\n<\/style>\n<style type=\"text\/css\">\n\/* Force rendering true colors when outputing to pdf *\/\n* {\n -webkit-print-color-adjust: exact;\n}\n\/* Misc *\/\na.anchor-link {\n display: none;\n}\n\/* Input area styling *\/\n.jp-InputArea {\n overflow: hidden;\n}\n.jp-InputArea-editor {\n overflow: hidden;\n}\n.CodeMirror.cm-s-jupyter .highlight pre {\n\/* weird, but --jp-code-padding defined to be 5px but 4px horizontal padding is hardcoded for pre.CodeMirror-line *\/\n padding: var(--jp-code-padding) 4px;\n margin: 0;\n font-family: inherit;\n font-size: inherit;\n line-height: inherit;\n color: inherit;\n}\n.jp-OutputArea-output pre {\n line-height: inherit;\n font-family: inherit;\n}\n.jp-RenderedText pre {\n color: var(--jp-content-font-color1);\n font-size: var(--jp-code-font-size);\n}\n\/* Using table instead of flexbox so that we can use break-inside property *\/\n\/* CSS rules under this comment should not be required anymore after we move to the JupyterLab 4.0 CSS *\/\n.jp-CodeCell.jp-mod-outputsScrolled .jp-OutputArea-prompt {\n min-width: calc(\n var(--jp-cell-prompt-width) - var(--jp-private-cell-scrolling-output-offset)\n );\n}\n.jp-OutputArea-child {\n display: table;\n width: 100%;\n}\n.jp-OutputPrompt {\n display: table-cell;\n vertical-align: top;\n min-width: var(--jp-cell-prompt-width);\n}\nbody[data-format='mobile'] .jp-OutputPrompt {\n display: table-row;\n}\n.jp-OutputArea-output {\n display: table-cell;\n width: 100%;\n}\nbody[data-format='mobile'] .jp-OutputArea-child .jp-OutputArea-output {\n display: table-row;\n}\n.jp-OutputArea-output.jp-OutputArea-executeResult {\n width: 100%;\n}\n\/* Hiding the collapser by default *\/\n.jp-Collapser {\n display: none;\n}\n@page {\n margin: 0.5in; \/* Margin for each printed piece of paper *\/\n}\n@media print {\n .jp-Cell-inputWrapper,\n .jp-Cell-outputWrapper {\n display: block;\n }\n .jp-OutputArea-child {\n break-inside: avoid-page;\n }\n}\n<\/style>\n<!-- Load mathjax -->\n <script src=\"https:\/\/cdnjs.cloudflare.com\/ajax\/libs\/mathjax\/2.7.7\/latest.js?config=TeX-AMS_CHTML-full,Safe\"> <\/script>\n <!-- MathJax configuration -->\n <script type=\"text\/x-mathjax-config\">\n init_mathjax = function() {\n if (window.MathJax) {\n \/\/ MathJax loaded\n MathJax.Hub.Config({\n TeX: {\n equationNumbers: {\n autoNumber: \"AMS\",\n useLabelIds: true\n }\n },\n tex2jax: {\n inlineMath: [ ['$','$'], [\"\\\\(\",\"\\\\)\"] ],\n displayMath: [ ['$$','$$'], [\"\\\\[\",\"\\\\]\"] ],\n processEscapes: true,\n processEnvironments: true\n },\n displayAlign: 'center',\n CommonHTML: {\n linebreaks: {\n automatic: true\n }\n }\n });\n MathJax.Hub.Queue([\"Typeset\", MathJax.Hub]);\n }\n }\n init_mathjax();\n <\/script>\n <!-- End of mathjax configuration --><\/head>\n<body class=\"jp-Notebook\" data-jp-theme-light=\"true\" data-jp-theme-name=\"JupyterLab Light\">\n<div id=\"cell-id=3bda8c05\" class=\"jp-Cell jp-MarkdownCell jp-Notebook-cell\">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\"><div class=\"jp-InputPrompt jp-InputArea-prompt\">\n<\/div><div class=\"jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput \" data-mime-type=\"text\/markdown\">\n<h1 id=\"Bayesian-Neural-Network\">Bayesian Neural Network<a class=\"anchor-link\" href=\"#Bayesian-Neural-Network\">¶<\/a><\/h1><p>\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd \ub3c4\uad6c \uc81c\ud488\uad70\uc778 Turing\uacfc Flux\uc758 \uc870\ud569\uc744 \uc0ac\uc6a9\ud574 \ubca0\uc774\uc9c0\uc548 \uc2e0\uacbd\ub9dd\uc744 \uad6c\ud604\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\ub4dc\ub9bd\ub2c8\ub2e4. \ubd84\ub958 \uc54c\uace0\ub9ac\uc998\uc744 \uad6c\ud604\ud558\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c Flux\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc2e0\uacbd\ub9dd\uc758 \ub808\uc774\uc5b4\ub97c \uc9c0\uc815\ud558\uace0 Turing\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud655\ub960\uc801 \ucd94\ub860\uc744 \uad6c\ud604\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div><div id=\"cell-id=9c7ba385\" class=\"jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs \">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\">\n<div class=\"jp-InputPrompt jp-InputArea-prompt\">In [194]:<\/div>\n<div class=\"jp-CodeMirrorEditor jp-Editor jp-InputArea-editor\" data-type=\"inline\">\n <div class=\"CodeMirror cm-s-jupyter\">\n<div class=\" highlight hl-julia\"><pre><span><\/span><span class=\"k\">using<\/span> <span class=\"n\">Turing<\/span>\n<span class=\"k\">using<\/span> <span class=\"n\">FillArrays<\/span>\n<span class=\"k\">using<\/span> <span class=\"n\">Flux<\/span>\n<span class=\"k\">using<\/span> <span class=\"n\">ReverseDiff<\/span>\n<span class=\"k\">using<\/span> <span class=\"n\">LinearAlgebra<\/span>\n<span class=\"k\">using<\/span> <span class=\"n\">Random<\/span>\n<span class=\"k\">using<\/span> <span class=\"n\">Plots<\/span>\n<span class=\"k\">using<\/span> <span class=\"n\">JLD2<\/span>\n<span class=\"k\">using<\/span> <span class=\"n\">DataFrames<\/span>\n<span class=\"k\">using<\/span> <span class=\"n\">StatsPlots<\/span>\n<\/pre><\/div>\n <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><div id=\"cell-id=c378b8dd\" class=\"jp-Cell jp-CodeCell jp-Notebook-cell \">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\">\n<div class=\"jp-InputPrompt jp-InputArea-prompt\">In [70]:<\/div>\n<div class=\"jp-CodeMirrorEditor jp-Editor jp-InputArea-editor\" data-type=\"inline\">\n <div class=\"CodeMirror cm-s-jupyter\">\n<div class=\" highlight hl-julia\"><pre><span><\/span><span class=\"c\"># Use reverse_diff due to the number of parameters in neural networks.<\/span>\n<span class=\"n\">Turing<\/span><span class=\"o\">.<\/span><span class=\"n\">setadbackend<\/span><span class=\"p\">(<\/span><span class=\"ss\">:reversediff<\/span><span class=\"p\">)<\/span>\n<\/pre><\/div>\n <\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"jp-Cell-outputWrapper\">\n<div class=\"jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser\">\n<\/div>\n<div class=\"jp-OutputArea jp-Cell-outputArea\">\n<div class=\"jp-OutputArea-child jp-OutputArea-executeResult\">\n \n <div class=\"jp-OutputPrompt jp-OutputArea-prompt\">Out[70]:<\/div>\n<div class=\"jp-RenderedText jp-OutputArea-output jp-OutputArea-executeResult\" data-mime-type=\"text\/plain\">\n<pre>:reversediff<\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"cell-id=b7ec6b1b\" class=\"jp-Cell jp-MarkdownCell jp-Notebook-cell\">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\"><div class=\"jp-InputPrompt jp-InputArea-prompt\">\n<\/div><div class=\"jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput \" data-mime-type=\"text\/markdown\">\n<h2 id=\"%EB%AA%A9%ED%91%9C\">목표<a class=\"anchor-link\" href=\"#%EB%AA%A9%ED%91%9C\">¶<\/a><\/h2><p><strong>\uc544\ub798 \uadf8\ub9bc\uc758 \ub370\uc774\ud130 \ud3ec\uc778\ud2b8\ub97c \ubd84\ub958\ud55c\ub2e4.<\/strong><\/p>\n<p>\uc5ec\uae30\uc11c \uc6b0\ub9ac\uc758 \ubaa9\ud45c\ub294 \ubca0\uc774\uc9c0\uc548 \uc2e0\uacbd\ub9dd\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc778\uacf5 \ub370\uc774\ud130 \uc138\ud2b8\uc758 \ud3ec\uc778\ud2b8\ub97c \ubd84\ub958\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc544\ub798 \ucf54\ub4dc\ub294 \uc0c1\uc790 \ubaa8\uc591\uc758 \ud328\ud134\uc73c\ub85c \ubc30\uc5f4\ub41c \ub370\uc774\ud130 \ud3ec\uc778\ud2b8\ub97c \uc0dd\uc131\ud558\uace0 \uc791\uc5c5\ud560 \ub370\uc774\ud130 \uc138\ud2b8\uc758 \uadf8\ub798\ud504\ub97c \ud45c\uc2dc\ud569\ub2c8\ub2e4.<\/p>\n<p><img decoding=\"async\" src=\"data:image\/png;base64,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\" alt=\"image.png\" \/><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"cell-id=e3da75e8\" class=\"jp-Cell jp-MarkdownCell jp-Notebook-cell\">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\"><div class=\"jp-InputPrompt jp-InputArea-prompt\">\n<\/div><div class=\"jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput \" data-mime-type=\"text\/markdown\">\n<h2 id=\"%EB%8D%B0%EC%9D%B4%ED%84%B0-%ED%8F%AC%EC%9D%B8%ED%8A%B8-%EB%B0%8F-%EB%A0%88%EC%9D%B4%EB%B8%94-%EC%83%9D%EC%84%B1\">데이터 포인트 및 레이블 생성<a class=\"anchor-link\" href=\"#%EB%8D%B0%EC%9D%B4%ED%84%B0-%ED%8F%AC%EC%9D%B8%ED%8A%B8-%EB%B0%8F-%EB%A0%88%EC%9D%B4%EB%B8%94-%EC%83%9D%EC%84%B1\">¶<\/a><\/h2><p><strong>\ub370\uc774\ud130\ud3ec\uc778\ud2b8 \uc0dd\uc131:<\/strong><\/p>\n<pre><code> \ucd1d N\uac1c\uc758 \ub370\uc774\ud130 \ud3ec\uc778\ud2b8\ub97c 4\uac1c\uc758 \uad6c\ud68d\uc73c\ub85c \ub098\ub220\uc11c \uc0dd\uc131\ud55c\ub2e4.\n 1,2,3,4 \ubd84\uba74\uc5d0 \uac01\uac01 20\uac1c\uc758 \ub370\uc774\ud130 \ud3ec\uc778\ud2b8 \uc0dd\uc131\n<\/code><\/pre>\n<pre><code>* 1\uc0ac\ubd84\uba74 : 0.5 < x < 5, 0.5 < y < 5 , \ube68\uac04\uc810\n* 3\uc0ac\ubd84\uba74 : -5 < x < -0.5, -5 < y < -0.5 , \ube68\uac04\uc810\n* 4\uc0ac\ubd84\uba74 : 0.5 < x < 5, -5 < y < -0.5 , \ud30c\ub780\uc810\n* 2\uc0ac\ubd84\uba74 : -5 < x < -0.5, 0.5 < y < 5 , \ud30c\ub780\uc810\n<\/code><\/pre>\n<p><strong>\ubd84\ub958 \uce74\ud14c\uace0\ub9ac \uc0dd\uc131:<\/strong><\/p>\n<pre><code> \ube68\uac04\uc810 : 1\n \ud30c\ub780\uc810 : 0\n<\/code><\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div><div id=\"cell-id=2cd907dd\" class=\"jp-Cell jp-CodeCell jp-Notebook-cell \">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\">\n<div class=\"jp-InputPrompt jp-InputArea-prompt\">In [184]:<\/div>\n<div class=\"jp-CodeMirrorEditor jp-Editor jp-InputArea-editor\" data-type=\"inline\">\n <div class=\"CodeMirror cm-s-jupyter\">\n<div class=\" highlight hl-julia\"><pre><span><\/span><span class=\"c\"># Number of point to generate.<\/span>\n<span class=\"n\">N<\/span> <span class=\"o\">=<\/span> <span class=\"mi\">80<\/span>\n<span class=\"n\">M<\/span> <span class=\"o\">=<\/span> <span class=\"n\">round<\/span><span class=\"p\">(<\/span><span class=\"kt\">Int<\/span><span class=\"p\">,<\/span> <span class=\"n\">N<\/span><span class=\"o\">\/<\/span><span class=\"mi\">4<\/span><span class=\"p\">)<\/span> \n<span class=\"n\">Random<\/span><span class=\"o\">.<\/span><span class=\"n\">seed!<\/span><span class=\"p\">(<\/span><span class=\"mi\">1234<\/span><span class=\"p\">)<\/span>\n<span class=\"c\"># Generate artificial data.<\/span>\n<span class=\"c\"># ----------------------------------<\/span>\n<span class=\"c\"># 1\uc0ac \ubd84\uba74\uc758 \ube68\uac15 \ub370\uc774\ud130 \ud3ec\uc778\ud2b8 \uc0dd\uc131<\/span>\n<span class=\"c\"># 0.5 < x < 5, 0.5 < y < 5<\/span>\n<span class=\"c\"># -----------------------------------<\/span>\n<span class=\"n\">x1s<\/span> <span class=\"o\">=<\/span> <span class=\"n\">rand<\/span><span class=\"p\">(<\/span><span class=\"n\">M<\/span><span class=\"p\">)<\/span> <span class=\"o\">*<\/span> <span class=\"mf\">4.5<\/span> <span class=\"c\"># 0 ~ 4.5<\/span>\n<span class=\"n\">x2s<\/span> <span class=\"o\">=<\/span> <span class=\"n\">rand<\/span><span class=\"p\">(<\/span><span class=\"n\">M<\/span><span class=\"p\">)<\/span> <span class=\"o\">*<\/span> <span class=\"mf\">4.5<\/span> <span class=\"c\"># 0 ~ 4.5<\/span>\n<span class=\"c\"># ([0.5 ~ 5, 0.5 ~ 5]+)<\/span>\n<span class=\"n\">xt1s<\/span> <span class=\"o\">=<\/span> <span class=\"kt\">Array<\/span><span class=\"p\">([[<\/span><span class=\"n\">x1s<\/span><span class=\"p\">[<\/span><span class=\"n\">i<\/span><span class=\"p\">]<\/span> <span class=\"o\">+<\/span> <span class=\"mf\">0.5<\/span><span class=\"p\">;<\/span> <span class=\"n\">x2s<\/span><span class=\"p\">[<\/span><span class=\"n\">i<\/span><span class=\"p\">]<\/span> <span class=\"o\">+<\/span> <span class=\"mf\">0.5<\/span><span class=\"p\">]<\/span> <span class=\"k\">for<\/span> <span class=\"n\">i<\/span> <span class=\"k\">in<\/span> <span class=\"mi\">1<\/span><span class=\"o\">:<\/span><span class=\"n\">M<\/span><span class=\"p\">])<\/span> \n<span class=\"c\"># ----------------------------------<\/span>\n<span class=\"c\"># 3\uc0ac \ubd84\uba74\uc758 \ube68\uac15 \ub370\uc774\ud130 \ud3ec\uc778\ud2b8 \uc0dd\uc131<\/span>\n<span class=\"c\"># -5 < x < 0.5, -5 < y < 0.5<\/span>\n<span class=\"c\"># -----------------------------------<\/span>\n<span class=\"n\">x1s<\/span> <span class=\"o\">=<\/span> <span class=\"n\">rand<\/span><span class=\"p\">(<\/span><span class=\"n\">M<\/span><span class=\"p\">)<\/span> <span class=\"o\">*<\/span> <span class=\"mf\">4.5<\/span>\n<span class=\"n\">x2s<\/span> <span class=\"o\">=<\/span> <span class=\"n\">rand<\/span><span class=\"p\">(<\/span><span class=\"n\">M<\/span><span class=\"p\">)<\/span> <span class=\"o\">*<\/span> <span class=\"mf\">4.5<\/span>\n<span class=\"c\"># ([-5 ~ -0.5]+)<\/span>\n<span class=\"n\">append!<\/span><span class=\"p\">(<\/span><span class=\"n\">xt1s<\/span><span class=\"p\">,<\/span><span class=\"kt\">Array<\/span><span class=\"p\">([[<\/span><span class=\"n\">x1s<\/span><span class=\"p\">[<\/span><span class=\"n\">i<\/span><span class=\"p\">]<\/span><span class=\"o\">-<\/span><span class=\"mi\">5<\/span><span class=\"p\">;<\/span> <span class=\"n\">x2s<\/span><span class=\"p\">[<\/span><span class=\"n\">i<\/span><span class=\"p\">]<\/span><span class=\"o\">-<\/span><span class=\"mi\">5<\/span><span class=\"p\">]<\/span> <span class=\"k\">for<\/span> <span class=\"n\">i<\/span> <span class=\"k\">in<\/span> <span class=\"mi\">1<\/span><span class=\"o\">:<\/span><span class=\"n\">M<\/span><span class=\"p\">]))<\/span>\n<span class=\"c\"># ----------------------------------<\/span>\n<span class=\"c\"># 4\uc0ac \ubd84\uba74\uc758 \ud30c\ub791 \ub370\uc774\ud130 \ud3ec\uc778\ud2b8 \uc0dd\uc131<\/span>\n<span class=\"c\"># 0.5 < x < 5, -5 < y < -0.5<\/span>\n<span class=\"c\"># -----------------------------------<\/span>\n<span class=\"n\">x1s<\/span> <span class=\"o\">=<\/span> <span class=\"n\">rand<\/span><span class=\"p\">(<\/span><span class=\"n\">M<\/span><span class=\"p\">)<\/span> <span class=\"o\">*<\/span> <span class=\"mf\">4.5<\/span>\n<span class=\"n\">x2s<\/span> <span class=\"o\">=<\/span> <span class=\"n\">rand<\/span><span class=\"p\">(<\/span><span class=\"n\">M<\/span><span class=\"p\">)<\/span> <span class=\"o\">*<\/span> <span class=\"mf\">4.5<\/span>\n<span class=\"c\"># ([0.5 ~ 5, -5 ~ -0.5]+)<\/span>\n<span class=\"n\">xt0s<\/span> <span class=\"o\">=<\/span> <span class=\"kt\">Array<\/span><span class=\"p\">([[<\/span><span class=\"n\">x1s<\/span><span class=\"p\">[<\/span><span class=\"n\">i<\/span><span class=\"p\">]<\/span> <span class=\"o\">+<\/span> <span class=\"mf\">0.5<\/span><span class=\"p\">;<\/span> <span class=\"n\">x2s<\/span><span class=\"p\">[<\/span><span class=\"n\">i<\/span><span class=\"p\">]<\/span> <span class=\"o\">-<\/span> <span class=\"mi\">5<\/span><span class=\"p\">]<\/span> <span class=\"k\">for<\/span> <span class=\"n\">i<\/span> <span class=\"k\">in<\/span> <span class=\"mi\">1<\/span><span class=\"o\">:<\/span><span class=\"n\">M<\/span><span class=\"p\">])<\/span>\n<span class=\"c\"># ----------------------------------<\/span>\n<span class=\"c\"># 2\uc0ac \ubd84\uba74\uc758 \ud30c\ub791 \ub370\uc774\ud130 \ud3ec\uc778\ud2b8 \uc0dd\uc131<\/span>\n<span class=\"c\"># -5 < x < -0.5, 0.5 < y < 5<\/span>\n<span class=\"c\"># -----------------------------------<\/span>\n<span class=\"n\">x1s<\/span> <span class=\"o\">=<\/span> <span class=\"n\">rand<\/span><span class=\"p\">(<\/span><span class=\"n\">M<\/span><span class=\"p\">)<\/span> <span class=\"o\">*<\/span> <span class=\"mf\">4.5<\/span>\n<span class=\"n\">x2s<\/span> <span class=\"o\">=<\/span> <span class=\"n\">rand<\/span><span class=\"p\">(<\/span><span class=\"n\">M<\/span><span class=\"p\">)<\/span> <span class=\"o\">*<\/span> <span class=\"mf\">4.5<\/span>\n<span class=\"n\">append!<\/span><span class=\"p\">(<\/span><span class=\"n\">xt0s<\/span><span class=\"p\">,<\/span> <span class=\"kt\">Array<\/span><span class=\"p\">([[<\/span><span class=\"n\">x1s<\/span><span class=\"p\">[<\/span><span class=\"n\">i<\/span><span class=\"p\">]<\/span> <span class=\"o\">-<\/span> <span class=\"mi\">5<\/span><span class=\"p\">,<\/span> <span class=\"n\">x2s<\/span><span class=\"p\">[<\/span><span class=\"n\">i<\/span><span class=\"p\">]<\/span> <span class=\"o\">+<\/span> <span class=\"mf\">0.5<\/span> <span class=\"p\">]<\/span> <span class=\"k\">for<\/span> <span class=\"n\">i<\/span> <span class=\"k\">in<\/span> <span class=\"mi\">1<\/span><span class=\"o\">:<\/span><span class=\"n\">M<\/span><span class=\"p\">]))<\/span>\n<span class=\"c\"># Store all the data for later<\/span>\n<span class=\"c\"># \ube68\uac15, \ud30c\ub791 \ub370\uc774\ud130 \ubcd1\ud569<\/span>\n<span class=\"n\">xs<\/span> <span class=\"o\">=<\/span> <span class=\"n\">vcat<\/span><span class=\"p\">(<\/span><span class=\"n\">xt1s<\/span><span class=\"p\">,<\/span><span class=\"n\">xt0s<\/span><span class=\"p\">)<\/span>\n<span class=\"c\"># \ubd84\ub958\uce74\ud14c\ub85c\ub9ac \uc0dd\uc131<\/span>\n<span class=\"c\"># \ube68\uac04\uc810(1), \ud30c\ub780\uc810(0)\uc758 \ub808\uc774\ube14 \uc0dd\uc131<\/span>\n<span class=\"n\">ts<\/span> <span class=\"o\">=<\/span> <span class=\"n\">vcat<\/span><span class=\"p\">(<\/span><span class=\"n\">ones<\/span><span class=\"p\">(<\/span><span class=\"mi\">2<\/span><span class=\"o\">*<\/span><span class=\"n\">M<\/span><span class=\"p\">),<\/span> <span class=\"n\">zeros<\/span><span class=\"p\">(<\/span><span class=\"mi\">2<\/span><span class=\"o\">*<\/span><span class=\"n\">M<\/span><span class=\"p\">))<\/span>\n<span class=\"c\"># Plot data points<\/span>\n<span class=\"k\">function<\/span> <span class=\"n\">plot_data<\/span><span class=\"p\">()<\/span>\n <span class=\"n\">x1<\/span> <span class=\"o\">=<\/span> <span class=\"n\">map<\/span><span class=\"p\">(<\/span><span class=\"n\">e<\/span><span class=\"o\">-><\/span><span class=\"n\">e<\/span><span class=\"p\">[<\/span><span class=\"mi\">1<\/span><span class=\"p\">],<\/span> <span class=\"n\">xt1s<\/span><span class=\"p\">)<\/span>\n <span class=\"n\">y1<\/span> <span class=\"o\">=<\/span> <span class=\"n\">map<\/span><span class=\"p\">(<\/span><span class=\"n\">e<\/span><span class=\"o\">-><\/span><span class=\"n\">e<\/span><span class=\"p\">[<\/span><span class=\"mi\">2<\/span><span class=\"p\">],<\/span> <span class=\"n\">xt1s<\/span><span class=\"p\">)<\/span>\n <span class=\"n\">x2<\/span> <span class=\"o\">=<\/span> <span class=\"n\">map<\/span><span class=\"p\">(<\/span><span class=\"n\">e<\/span><span class=\"o\">-><\/span><span class=\"n\">e<\/span><span class=\"p\">[<\/span><span class=\"mi\">1<\/span><span class=\"p\">],<\/span> <span class=\"n\">xt0s<\/span><span class=\"p\">)<\/span>\n <span class=\"n\">y2<\/span> <span class=\"o\">=<\/span> <span class=\"n\">map<\/span><span class=\"p\">(<\/span><span class=\"n\">e<\/span><span class=\"o\">-><\/span><span class=\"n\">e<\/span><span class=\"p\">[<\/span><span class=\"mi\">2<\/span><span class=\"p\">],<\/span> <span class=\"n\">xt0s<\/span><span class=\"p\">)<\/span>\n \n <span class=\"n\">Plots<\/span><span class=\"o\">.<\/span><span class=\"n\">scatter<\/span><span class=\"p\">(<\/span><span class=\"n\">x1<\/span><span class=\"p\">,<\/span><span class=\"n\">y1<\/span><span class=\"p\">;<\/span> <span class=\"n\">color<\/span><span class=\"o\">=<\/span><span class=\"ss\">:red<\/span><span class=\"p\">)<\/span>\n <span class=\"k\">return<\/span> <span class=\"n\">Plots<\/span><span class=\"o\">.<\/span><span class=\"n\">scatter!<\/span><span class=\"p\">(<\/span><span class=\"n\">x2<\/span><span class=\"p\">,<\/span><span class=\"n\">y2<\/span><span class=\"p\">;<\/span> <span class=\"n\">color<\/span><span class=\"o\">=<\/span><span class=\"ss\">:blue<\/span><span class=\"p\">,<\/span><span class=\"n\">legend<\/span><span class=\"o\">=<\/span><span class=\"nb\">false<\/span><span class=\"p\">)<\/span>\n<span class=\"k\">end<\/span>\n<span class=\"n\">plot_data<\/span><span class=\"p\">()<\/span>\n<\/pre><\/div>\n <\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"jp-Cell-outputWrapper\">\n<div class=\"jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser\">\n<\/div>\n<div class=\"jp-OutputArea jp-Cell-outputArea\">\n<div class=\"jp-OutputArea-child jp-OutputArea-executeResult\">\n \n <div class=\"jp-OutputPrompt jp-OutputArea-prompt\">Out[184]:<\/div>\n<div class=\"jp-RenderedHTMLCommon jp-RenderedHTML jp-OutputArea-output jp-OutputArea-executeResult\" data-mime-type=\"text\/html\">\n<?xml version=\"1.0\" encoding=\"utf-8\"?>\n<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" width=\"600\" height=\"400\" viewBox=\"0 0 2400 1600\">\n<defs>\n <clipPath id=\"clip730\">\n <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"\/>\n <\/clipPath>\n<\/defs>\n<path clip-path=\"url(#clip730)\" d=\"M0 1600 L2400 1600 L2400 0 L0 0 Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"\/>\n<defs>\n <clipPath id=\"clip731\">\n <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"\/>\n <\/clipPath>\n<\/defs>\n<path clip-path=\"url(#clip730)\" d=\"M149.191 1486.45 L2352.76 1486.45 L2352.76 47.2441 L149.191 47.2441 Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"\/>\n<defs>\n <clipPath id=\"clip732\">\n <rect x=\"149\" y=\"47\" width=\"2205\" height=\"1440\"\/>\n <\/clipPath>\n<\/defs>\n<polyline clip-path=\"url(#clip732)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"397.566,1486.45 397.566,47.2441 \"\/>\n<polyline clip-path=\"url(#clip732)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"819.288,1486.45 819.288,47.2441 \"\/>\n<polyline clip-path=\"url(#clip732)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1241.01,1486.45 1241.01,47.2441 \"\/>\n<polyline clip-path=\"url(#clip732)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1662.73,1486.45 1662.73,47.2441 \"\/>\n<polyline clip-path=\"url(#clip732)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"2084.45,1486.45 2084.45,47.2441 \"\/>\n<polyline clip-path=\"url(#clip730)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"149.191,1486.45 2352.76,1486.45 \"\/>\n<polyline clip-path=\"url(#clip730)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"397.566,1486.45 397.566,1467.55 \"\/>\n<polyline clip-path=\"url(#clip730)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"819.288,1486.45 819.288,1467.55 \"\/>\n<polyline clip-path=\"url(#clip730)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1241.01,1486.45 1241.01,1467.55 \"\/>\n<polyline clip-path=\"url(#clip730)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1662.73,1486.45 1662.73,1467.55 \"\/>\n<polyline clip-path=\"url(#clip730)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2084.45,1486.45 2084.45,1467.55 \"\/>\n<path clip-path=\"url(#clip730)\" d=\"M366.467 1532.02 L396.142 1532.02 L396.142 1535.95 L366.467 1535.95 L366.467 1532.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip730)\" d=\"M419.082 1518.36 L407.277 1536.81 L419.082 1536.81 L419.082 1518.36 M417.855 1514.29 L423.735 1514.29 L423.735 1536.81 L428.665 1536.81 L428.665 1540.7 L423.735 1540.7 L423.735 1548.85 L419.082 1548.85 L419.082 1540.7 L403.48 1540.7 L403.48 1536.19 L417.855 1514.29 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip730)\" d=\"M789.23 1532.02 L818.906 1532.02 L818.906 1535.95 L789.23 1535.95 L789.23 1532.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip730)\" d=\"M833.026 1544.91 L849.346 1544.91 L849.346 1548.85 L827.401 1548.85 L827.401 1544.91 Q830.063 1542.16 834.647 1537.53 Q839.253 1532.88 840.434 1531.53 Q842.679 1529.01 843.559 1527.27 Q844.462 1525.51 844.462 1523.82 Q844.462 1521.07 842.517 1519.33 Q840.596 1517.6 837.494 1517.6 Q835.295 1517.6 832.841 1518.36 Q830.411 1519.13 827.633 1520.68 L827.633 1515.95 Q830.457 1514.82 832.911 1514.24 Q835.364 1513.66 837.401 1513.66 Q842.772 1513.66 845.966 1516.35 Q849.161 1519.03 849.161 1523.52 Q849.161 1525.65 848.35 1527.57 Q847.563 1529.47 845.457 1532.07 Q844.878 1532.74 841.776 1535.95 Q838.675 1539.15 833.026 1544.91 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip730)\" d=\"M1241.01 1517.37 Q1237.4 1517.37 1235.57 1520.93 Q1233.76 1524.47 1233.76 1531.6 Q1233.76 1538.71 1235.57 1542.27 Q1237.4 1545.82 1241.01 1545.82 Q1244.64 1545.82 1246.45 1542.27 Q1248.28 1538.71 1248.28 1531.6 Q1248.28 1524.47 1246.45 1520.93 Q1244.64 1517.37 1241.01 1517.37 M1241.01 1513.66 Q1246.82 1513.66 1249.88 1518.27 Q1252.95 1522.85 1252.95 1531.6 Q1252.95 1540.33 1249.88 1544.94 Q1246.82 1549.52 1241.01 1549.52 Q1235.2 1549.52 1232.12 1544.94 Q1229.07 1540.33 1229.07 1531.6 Q1229.07 1522.85 1232.12 1518.27 Q1235.2 1513.66 1241.01 1513.66 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip730)\" d=\"M1657.39 1544.91 L1673.7 1544.91 L1673.7 1548.85 L1651.76 1548.85 L1651.76 1544.91 Q1654.42 1542.16 1659.01 1537.53 Q1663.61 1532.88 1664.79 1531.53 Q1667.04 1529.01 1667.92 1527.27 Q1668.82 1525.51 1668.82 1523.82 Q1668.82 1521.07 1666.88 1519.33 Q1664.95 1517.6 1661.85 1517.6 Q1659.65 1517.6 1657.2 1518.36 Q1654.77 1519.13 1651.99 1520.68 L1651.99 1515.95 Q1654.82 1514.82 1657.27 1514.24 Q1659.72 1513.66 1661.76 1513.66 Q1667.13 1513.66 1670.32 1516.35 Q1673.52 1519.03 1673.52 1523.52 Q1673.52 1525.65 1672.71 1527.57 Q1671.92 1529.47 1669.82 1532.07 Q1669.24 1532.74 1666.13 1535.95 Q1663.03 1539.15 1657.39 1544.91 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip730)\" d=\"M2087.46 1518.36 L2075.66 1536.81 L2087.46 1536.81 L2087.46 1518.36 M2086.24 1514.29 L2092.12 1514.29 L2092.12 1536.81 L2097.05 1536.81 L2097.05 1540.7 L2092.12 1540.7 L2092.12 1548.85 L2087.46 1548.85 L2087.46 1540.7 L2071.86 1540.7 L2071.86 1536.19 L2086.24 1514.29 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><polyline clip-path=\"url(#clip732)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"149.191,1317.63 2352.76,1317.63 \"\/>\n<polyline clip-path=\"url(#clip732)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"149.191,1038.56 2352.76,1038.56 \"\/>\n<polyline clip-path=\"url(#clip732)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"149.191,759.487 2352.76,759.487 \"\/>\n<polyline clip-path=\"url(#clip732)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"149.191,480.416 2352.76,480.416 \"\/>\n<polyline clip-path=\"url(#clip732)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"149.191,201.346 2352.76,201.346 \"\/>\n<polyline clip-path=\"url(#clip730)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"149.191,1486.45 149.191,47.2441 \"\/>\n<polyline clip-path=\"url(#clip730)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"149.191,1317.63 168.089,1317.63 \"\/>\n<polyline clip-path=\"url(#clip730)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"149.191,1038.56 168.089,1038.56 \"\/>\n<polyline clip-path=\"url(#clip730)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"149.191,759.487 168.089,759.487 \"\/>\n<polyline clip-path=\"url(#clip730)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"149.191,480.416 168.089,480.416 \"\/>\n<polyline clip-path=\"url(#clip730)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"149.191,201.346 168.089,201.346 \"\/>\n<path clip-path=\"url(#clip730)\" d=\"M50.9921 1318.08 L80.6679 1318.08 L80.6679 1322.01 L50.9921 1322.01 L50.9921 1318.08 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip730)\" d=\"M103.608 1304.42 L91.8021 1322.87 L103.608 1322.87 L103.608 1304.42 M102.381 1300.35 L108.26 1300.35 L108.26 1322.87 L113.191 1322.87 L113.191 1326.76 L108.26 1326.76 L108.26 1334.91 L103.608 1334.91 L103.608 1326.76 L88.0058 1326.76 L88.0058 1322.25 L102.381 1300.35 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip730)\" d=\"M53.0754 1039.01 L82.7512 1039.01 L82.7512 1042.94 L53.0754 1042.94 L53.0754 1039.01 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip730)\" d=\"M96.8715 1051.9 L113.191 1051.9 L113.191 1055.84 L91.2465 1055.84 L91.2465 1051.9 Q93.9086 1049.15 98.4919 1044.52 Q103.098 1039.86 104.279 1038.52 Q106.524 1036 107.404 1034.26 Q108.307 1032.5 108.307 1030.81 Q108.307 1028.06 106.362 1026.32 Q104.441 1024.59 101.339 1024.59 Q99.14 1024.59 96.6863 1025.35 Q94.2558 1026.11 91.478 1027.67 L91.478 1022.94 Q94.3021 1021.81 96.7558 1021.23 Q99.2095 1020.65 101.246 1020.65 Q106.617 1020.65 109.811 1023.34 Q113.006 1026.02 113.006 1030.51 Q113.006 1032.64 112.196 1034.56 Q111.408 1036.46 109.302 1039.05 Q108.723 1039.73 105.621 1042.94 Q102.52 1046.14 96.8715 1051.9 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip730)\" d=\"M101.246 745.285 Q97.6354 745.285 95.8067 748.85 Q94.0012 752.392 94.0012 759.521 Q94.0012 766.628 95.8067 770.193 Q97.6354 773.734 101.246 773.734 Q104.881 773.734 106.686 770.193 Q108.515 766.628 108.515 759.521 Q108.515 752.392 106.686 748.85 Q104.881 745.285 101.246 745.285 M101.246 741.582 Q107.057 741.582 110.112 746.188 Q113.191 750.771 113.191 759.521 Q113.191 768.248 110.112 772.855 Q107.057 777.438 101.246 777.438 Q95.4363 777.438 92.3576 772.855 Q89.3021 768.248 89.3021 759.521 Q89.3021 750.771 92.3576 746.188 Q95.4363 741.582 101.246 741.582 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip730)\" d=\"M96.8715 493.761 L113.191 493.761 L113.191 497.696 L91.2465 497.696 L91.2465 493.761 Q93.9086 491.007 98.4919 486.377 Q103.098 481.724 104.279 480.382 Q106.524 477.859 107.404 476.122 Q108.307 474.363 108.307 472.673 Q108.307 469.919 106.362 468.183 Q104.441 466.447 101.339 466.447 Q99.14 466.447 96.6863 467.21 Q94.2558 467.974 91.478 469.525 L91.478 464.803 Q94.3021 463.669 96.7558 463.09 Q99.2095 462.511 101.246 462.511 Q106.617 462.511 109.811 465.197 Q113.006 467.882 113.006 472.372 Q113.006 474.502 112.196 476.423 Q111.408 478.322 109.302 480.914 Q108.723 481.585 105.621 484.803 Q102.52 487.997 96.8715 493.761 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip730)\" d=\"M103.608 188.14 L91.8021 206.589 L103.608 206.589 L103.608 188.14 M102.381 184.066 L108.26 184.066 L108.26 206.589 L113.191 206.589 L113.191 210.478 L108.26 210.478 L108.26 218.626 L103.608 218.626 L103.608 210.478 L88.0058 210.478 L88.0058 205.964 L102.381 184.066 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><circle clip-path=\"url(#clip732)\" cx=\"1896.66\" cy=\"637.326\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"1736.71\" cy=\"359.568\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"2268.88\" cy=\"161.874\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"1360.59\" cy=\"360.728\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"1840.19\" cy=\"681.653\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"1953.3\" cy=\"434.958\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"2143.14\" cy=\"611.812\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"2264.14\" cy=\"282.286\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"2095.83\" cy=\"115.409\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"2006.9\" cy=\"480.272\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"1884.17\" cy=\"471.21\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"1855.39\" cy=\"357.748\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"2021.46\" cy=\"87.9763\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"1445.06\" cy=\"676.256\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"2111.9\" cy=\"462.035\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"2172.47\" cy=\"687.759\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"1470.77\" cy=\"605.149\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"2244.51\" cy=\"355.735\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"1891.4\" cy=\"643.774\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"1989.45\" cy=\"374.663\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"937.857\" cy=\"1092.44\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"623.039\" cy=\"909.12\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"641.98\" cy=\"878.894\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"445.419\" cy=\"950.733\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"247.85\" cy=\"1117.62\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"1053.46\" cy=\"1179.93\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"900.495\" cy=\"995.005\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"834.588\" cy=\"1293.89\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"338.511\" cy=\"1041.71\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"1083.95\" cy=\"1445.72\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"473.125\" cy=\"1073.79\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"711.825\" cy=\"1422.33\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"405.108\" cy=\"1423.65\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"280.65\" cy=\"1092.72\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"386.603\" cy=\"1195.79\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"211.556\" cy=\"1358.97\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"374.676\" cy=\"1202.28\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"859.607\" cy=\"1189.29\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"741.516\" cy=\"1261.81\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"363.842\" cy=\"902.776\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"1761.39\" cy=\"1183.02\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"2165.68\" cy=\"1053.6\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"2073.01\" cy=\"1075.3\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"2118.65\" cy=\"1143.21\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"1960.19\" cy=\"1130.09\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"1682.89\" cy=\"1142.12\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"1894.93\" cy=\"1412.76\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"1598.19\" cy=\"1417.9\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"2283.93\" cy=\"1360.41\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"1657.74\" cy=\"922.395\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"1651.18\" cy=\"942.514\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"1449.38\" cy=\"961.149\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"1480.94\" cy=\"1407.83\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"2204.41\" cy=\"1362.95\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"1742.02\" cy=\"1152.74\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"2290.39\" cy=\"1336.32\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"1812.27\" cy=\"1059.4\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"2135.87\" cy=\"1271.97\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"2192.5\" cy=\"1290.99\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"1441.04\" cy=\"1027.02\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"777.36\" cy=\"390.495\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"565.203\" cy=\"298.173\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"900.52\" cy=\"530.227\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"1110.11\" cy=\"417.316\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"245.084\" cy=\"238.451\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"429.972\" cy=\"422.844\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"621.183\" cy=\"354.099\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"972.209\" cy=\"465.227\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"746.008\" cy=\"388.332\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"513.478\" cy=\"646.577\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"912.613\" cy=\"196.738\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"388.538\" cy=\"344.68\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"750.705\" cy=\"237.411\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"927.281\" cy=\"274.847\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"287.147\" cy=\"404.514\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"922.584\" cy=\"639.165\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"1001.36\" cy=\"215.279\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"555.797\" cy=\"602.703\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"939.693\" cy=\"325.579\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip732)\" cx=\"365.713\" cy=\"117.935\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<\/svg>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"cell-id=3e39561e\" class=\"jp-Cell jp-MarkdownCell jp-Notebook-cell\">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\"><div class=\"jp-InputPrompt jp-InputArea-prompt\">\n<\/div><div class=\"jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput \" data-mime-type=\"text\/markdown\">\n<p><strong>Flex \uc2e0\uacbd\ub9dd\uc758 \ub370\uc774\ud130\ub294 Float32 \uc774\ubbc0\ub85c \uae30\ubcf8 Float64\ub97c Float32\ub85c \ubc14\uafd4 \uc8fc\ub294\uac83\uc774 \uc131\ub2a5\uc774 \uc88b\uc74c (GPU \uc0ac\uc6a9\ud558\ub294 \uacbd\uc6b0\ub3c4 \ub9c8\ucc2c\uac00\uc9c0)<\/strong><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div><div id=\"cell-id=9948d72b\" class=\"jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs \">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\">\n<div class=\"jp-InputPrompt jp-InputArea-prompt\">In [4]:<\/div>\n<div class=\"jp-CodeMirrorEditor jp-Editor jp-InputArea-editor\" data-type=\"inline\">\n <div class=\"CodeMirror cm-s-jupyter\">\n<div class=\" highlight hl-julia\"><pre><span><\/span><span class=\"c\"># const F = Float32<\/span>\n<\/pre><\/div>\n <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><div id=\"cell-id=7bd6c118\" class=\"jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs \">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\">\n<div class=\"jp-InputPrompt jp-InputArea-prompt\">In [5]:<\/div>\n<div class=\"jp-CodeMirrorEditor jp-Editor jp-InputArea-editor\" data-type=\"inline\">\n <div class=\"CodeMirror cm-s-jupyter\">\n<div class=\" highlight hl-julia\"><pre><span><\/span><span class=\"c\"># xs = map(e->F.(e),xs)<\/span>\n<span class=\"c\"># ts = map(e->F.(e),ts);<\/span>\n<\/pre><\/div>\n <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"cell-id=cd5ca445\" class=\"jp-Cell jp-MarkdownCell jp-Notebook-cell\">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\"><div class=\"jp-InputPrompt jp-InputArea-prompt\">\n<\/div><div class=\"jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput \" data-mime-type=\"text\/markdown\">\n<h2 id=\"Building-a-Neural-Netrwork\">Building a Neural Netrwork<a class=\"anchor-link\" href=\"#Building-a-Neural-Netrwork\">¶<\/a><\/h2><p>\ub2e4\uc74c \ub2e8\uacc4\ub294 \uae30\uc874 \uc2e0\uacbd\ub9dd\ucc98\ub7fc \ub9e4\uac1c\ubcc0\uc218\ub97c \ub2e8\uc77c\uc810\uc774 \uc544\ub2cc \ubd84\ud3ec\ub85c \ud45c\ud604\ud558\ub294 <a href=\"https:\/\/en.wikipedia.org\/wiki\/Feedforward_neural_network\">\ud53c\ub4dc\ud3ec\uc6cc\ub4dc \uc2e0\uacbd\ub9dd<\/a>\uc744 \uc815\uc758\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 Flux\uc758 \uc2e0\uacbd\ub9dd \uae30\ubcf8 \uc694\uc18c\uc778 <code>Dense<\/code>\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc120\ud615 \uacc4\uce35(linear layer)\uc744 \uc815\uc758\ud558\uace0 <code>Chain<\/code>\uc744 \ud1b5\ud574 \uad6c\uc131\ud560 \uac83\uc785\ub2c8\ub2e4. \uc544\ub798 \uadf8\ub9bc\uacfc \uac19\uc774 \uc6b0\ub9ac\uac00 \ub9cc\ub4e0 \ub124\ud2b8\uc6cc\ud06c <code>nn_initial<\/code>\uc5d0\ub294 <code>tanh<\/code> \ud65c\uc131\ud654\uac00 \uc788\ub294 \ub450 \uac1c\uc758 \uc228\uaca8\uc9c4 \ub808\uc774\uc5b4\uc640 \uc2dc\uadf8\ubaa8\uc774\ub4dc(<code>\u03c3<\/code>) \ud65c\uc131\ud654\uac00 \uc788\ub294 \ud558\ub098\uc758 \ucd9c\ub825 \ub808\uc774\uc5b4\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p><img decoding=\"async\" src=\"data:image\/png;base64,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\" alt=\"image-2.png\" \/><\/p>\n<p><code>nn_initial<\/code>\uc740 \ud568\uc218\ucc98\ub7fc \uc791\ub3d9\ud558\uba70 \ub370\uc774\ud130\ub97c \uc785\ub825\uc73c\ub85c \ubc1b\uc544 \uc608\uce21\uc744 \ucd9c\ub825\ud560 \uc218 \uc788\ub294 \uc778\uc2a4\ud134\uc2a4\uc785\ub2c8\ub2e4. \uc2e0\uacbd\ub9dd \ub9e4\uac1c\ubcc0\uc218\uc5d0 \ub300\ud55c \ubd84\ud3ec\ub97c \uc815\uc758\ud558\uace0 Flux\uc758 <code>destructure<\/code>\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub9e4\uac1c\ubcc0\uc218\ub97c <code>parameters_initial<\/code>\ub85c \ucd94\ucd9c\ud569\ub2c8\ub2e4. <code>destructure<\/code>\ub294 \ub610\ud55c (\uc0c8\ub85c\uc6b4) \ub9e4\uac1c\ubcc0\uc218\ub97c \ubc1b\uc544 <code>nn_initial<\/code>\uacfc \uc544\ud0a4\ud14d\ucc98\ub294 \ub3d9\uc77c\ud558\uc9c0\ub9cc \ub9e4\uac1c\ubcc0\uc218\uac00 \uc5c5\ub370\uc774\ud2b8\ub41c \uc2e0\uacbd\ub9dd \uc778\uc2a4\ud134\uc2a4\ub97c \ubc18\ud658\ud560 \uc218 \uc788\ub294 \ub610 \ub2e4\ub978 \ud568\uc218 <code>reconstruct<\/code>\ub97c \ubc18\ud658\ud569\ub2c8\ub2e4.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"cell-id=41d057f1\" class=\"jp-Cell jp-MarkdownCell jp-Notebook-cell\">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\"><div class=\"jp-InputPrompt jp-InputArea-prompt\">\n<\/div><div class=\"jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput \" data-mime-type=\"text\/markdown\">\n<p>$\n\\text{parameters_initial} = [w^1_{11},w^1_{12},w^1_{13},…,w^1_{23},b^1_1,b^1_2,b^1_3,w^2_{11},w^2_{12},…,w^2_{32},b^2_1,b^2_2,w^3_{11},w^3_{21},b^3_1]\n$<\/p>\n<p><strong>Flux.destructure :<\/strong> \uc8fc\uc5b4\uc9c4 \uc2e0\uacbd\ub9dd\uc758 \ubaa8\ub4e0 \uac00\uc911\uce58($w$)\uc640 \ud3b8\ud5a5($b$)\uc744 \ucd94\ucd9c\ud558\uace0, \uc774\ub7ec\ud55c \uac00\uc911\uce58\uc640 \ud3b8\ud5a5\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc6d0\ub798\uc758 \uc2e0\uacbd\ub9dd \uad6c\uc870\ub85c \uc7ac\uad6c\uc131\ud560 \uc218 \uc788\ub294 \uacb0\uacfc\ub97c \ubc18\ud658<\/p>\n<p><strong>parameters_initial :<\/strong> \uc2e0\uacbd\ub9dd\uc758 \ucd08\uae30 \uac00\uc911\uce58\uc640 \ud3b8\ud5a5\uc744 \ub2f4\uace0 \uc788\ub294 \ubc30\uc5f4<\/p>\n<p><strong>reconstruct :<\/strong> \uc774\ub7ec\ud55c \uac00\uc911\uce58\uc640 \ud3b8\ud5a5\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc6d0\ub798\uc758 \uc2e0\uacbd\ub9dd \uad6c\uc870\ub85c \uc7ac\uad6c\uc131 \ud560 \uc218 \uc788\ub294 \ud568\uc218<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div><div id=\"cell-id=6442f826\" class=\"jp-Cell jp-CodeCell jp-Notebook-cell \">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\">\n<div class=\"jp-InputPrompt jp-InputArea-prompt\">In [72]:<\/div>\n<div class=\"jp-CodeMirrorEditor jp-Editor jp-InputArea-editor\" data-type=\"inline\">\n <div class=\"CodeMirror cm-s-jupyter\">\n<div class=\" highlight hl-julia\"><pre><span><\/span><span class=\"c\"># Construct a neural network using Flux<\/span>\n<span class=\"n\">nn_initial<\/span> <span class=\"o\">=<\/span> <span class=\"n\">Chain<\/span><span class=\"p\">(<\/span><span class=\"n\">Dense<\/span><span class=\"p\">(<\/span><span class=\"mi\">2<\/span><span class=\"p\">,<\/span> <span class=\"mi\">3<\/span><span class=\"p\">,<\/span> <span class=\"n\">tanh<\/span><span class=\"p\">),<\/span>\n <span class=\"n\">Dense<\/span><span class=\"p\">(<\/span><span class=\"mi\">3<\/span><span class=\"p\">,<\/span> <span class=\"mi\">2<\/span><span class=\"p\">,<\/span> <span class=\"n\">tanh<\/span><span class=\"p\">),<\/span>\n <span class=\"n\">Dense<\/span><span class=\"p\">(<\/span><span class=\"mi\">2<\/span><span class=\"p\">,<\/span> <span class=\"mi\">1<\/span><span class=\"p\">,<\/span> <span class=\"n\">\u03c3<\/span><span class=\"p\">))<\/span>\n<span class=\"c\"># Extract weights and a helper function to reconstruct NN from weights<\/span>\n<span class=\"n\">parameters_initial<\/span><span class=\"p\">,<\/span> <span class=\"n\">reconstruct<\/span> <span class=\"o\">=<\/span> <span class=\"n\">Flux<\/span><span class=\"o\">.<\/span><span class=\"n\">destructure<\/span><span class=\"p\">(<\/span><span class=\"n\">nn_initial<\/span><span class=\"p\">)<\/span>\n<span class=\"p\">(<\/span><span class=\"n\">parameters_initial<\/span><span class=\"p\">,<\/span> <span class=\"n\">reconstruct<\/span><span class=\"p\">)<\/span> <span class=\"o\">|><\/span> <span class=\"n\">display<\/span>\n<span class=\"c\"># number of parameters in NN<\/span>\n<span class=\"n\">length<\/span><span class=\"p\">(<\/span><span class=\"n\">parameters_initial<\/span><span class=\"p\">)<\/span> <span class=\"o\">|><\/span> <span class=\"n\">display<\/span>\n<\/pre><\/div>\n <\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"jp-Cell-outputWrapper\">\n<div class=\"jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser\">\n<\/div>\n<div class=\"jp-OutputArea jp-Cell-outputArea\">\n<div class=\"jp-OutputArea-child\">\n \n <div class=\"jp-OutputPrompt jp-OutputArea-prompt\"><\/div>\n<div class=\"jp-RenderedText jp-OutputArea-output \" data-mime-type=\"text\/plain\">\n<pre>(Float32[0.003838873, -0.69605756, 0.65243447, -0.9733285, -0.076712295, -0.98042494, 0.0, 0.0, 0.0, -0.92877734, 1.0588763, 0.17422558, 0.8207938, -0.7399675, 0.15133403, 0.0, 0.0, 0.6228594, 0.05872354, 0.0], Restructure(Chain, ..., 20))<\/pre>\n<\/div>\n<\/div>\n<div class=\"jp-OutputArea-child\">\n \n <div class=\"jp-OutputPrompt jp-OutputArea-prompt\"><\/div>\n<div class=\"jp-RenderedText jp-OutputArea-output \" data-mime-type=\"text\/plain\">\n<pre>20<\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"cell-id=6b10def5\" class=\"jp-Cell jp-MarkdownCell jp-Notebook-cell\">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\"><div class=\"jp-InputPrompt jp-InputArea-prompt\">\n<\/div><div class=\"jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput \" data-mime-type=\"text\/markdown\">\n<p><strong>Flux<\/strong>\uc5d0\uc11c \ub370\uc774\ud130\ub97c Float32\ub97c \uae30\ubcf8\uc801\uc73c\ub85c \ucde8\uae09\ud558\uae30 \ub54c\ubb38\uc5d0 Float32\ub85c \ubc14\uafd4 \uc900\ub2e4<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div><div id=\"cell-id=deb2ed53\" class=\"jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs \">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\">\n<div class=\"jp-InputPrompt jp-InputArea-prompt\">In [7]:<\/div>\n<div class=\"jp-CodeMirrorEditor jp-Editor jp-InputArea-editor\" data-type=\"inline\">\n <div class=\"CodeMirror cm-s-jupyter\">\n<div class=\" highlight hl-julia\"><pre><span><\/span><span class=\"n\">x<\/span> <span class=\"o\">=<\/span> <span class=\"n\">map<\/span><span class=\"p\">(<\/span><span class=\"n\">e<\/span><span class=\"o\">-><\/span><span class=\"kt\">Float32<\/span><span class=\"o\">.<\/span><span class=\"p\">(<\/span><span class=\"n\">e<\/span><span class=\"p\">),<\/span> <span class=\"n\">hcat<\/span><span class=\"p\">(<\/span><span class=\"n\">xs<\/span><span class=\"o\">...<\/span><span class=\"p\">))<\/span>\n<span class=\"n\">y<\/span> <span class=\"o\">=<\/span> <span class=\"n\">map<\/span><span class=\"p\">(<\/span><span class=\"n\">e<\/span><span class=\"o\">-><\/span><span class=\"kt\">Float32<\/span><span class=\"o\">.<\/span><span class=\"p\">(<\/span><span class=\"n\">e<\/span><span class=\"p\">),<\/span> <span class=\"n\">ts<\/span><span class=\"p\">);<\/span>\n<\/pre><\/div>\n <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><div id=\"cell-id=f9dd8a35\" class=\"jp-Cell jp-CodeCell jp-Notebook-cell \">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\">\n<div class=\"jp-InputPrompt jp-InputArea-prompt\">In [8]:<\/div>\n<div class=\"jp-CodeMirrorEditor jp-Editor jp-InputArea-editor\" data-type=\"inline\">\n <div class=\"CodeMirror cm-s-jupyter\">\n<div class=\" highlight hl-julia\"><pre><span><\/span><span class=\"k\">let<\/span>\n <span class=\"n\">pred<\/span> <span class=\"o\">=<\/span> <span class=\"n\">nn_initial<\/span><span class=\"p\">(<\/span><span class=\"n\">x<\/span><span class=\"p\">)<\/span> \n<span class=\"k\">end<\/span>\n<\/pre><\/div>\n <\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"jp-Cell-outputWrapper\">\n<div class=\"jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser\">\n<\/div>\n<div class=\"jp-OutputArea jp-Cell-outputArea\">\n<div class=\"jp-OutputArea-child jp-OutputArea-executeResult\">\n \n <div class=\"jp-OutputPrompt jp-OutputArea-prompt\">Out[8]:<\/div>\n<div class=\"jp-RenderedText jp-OutputArea-output jp-OutputArea-executeResult\" data-mime-type=\"text\/plain\">\n<pre>1\u00d780 Matrix{Float32}:\n 0.4649 0.620925 0.618656 0.62601 \u2026 0.638107 0.634906 0.638755<\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"cell-id=76f90e8c\" class=\"jp-Cell jp-MarkdownCell jp-Notebook-cell\">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\"><div class=\"jp-InputPrompt jp-InputArea-prompt\">\n<\/div><div class=\"jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput \" data-mime-type=\"text\/markdown\">\n<h2 id=\"%EC%8B%A0%EA%B2%BD%EB%A7%9D%EC%9D%98-%EA%B0%80%EC%A4%91%EC%B9%98%EC%99%80-%ED%8E%B8%ED%96%A5(Parameters)%EC%97%90-%EB%8C%80%ED%95%9C-Bayesian-%EC%B6%94%EB%A1%A0-%EB%AA%A8%EB%8D%B8-%EC%9E%91%EC%84%B1\">신경망의 가중치와 편향(Parameters)에 대한 Bayesian 추론 모델 작성<a class=\"anchor-link\" href=\"#%EC%8B%A0%EA%B2%BD%EB%A7%9D%EC%9D%98-%EA%B0%80%EC%A4%91%EC%B9%98%EC%99%80-%ED%8E%B8%ED%96%A5(Parameters)%EC%97%90-%EB%8C%80%ED%95%9C-Bayesian-%EC%B6%94%EB%A1%A0-%EB%AA%A8%EB%8D%B8-%EC%9E%91%EC%84%B1\">¶<\/a><\/h2><p>\uc544\ub798\uc758 \ud655\ub960\uc801 \ubaa8\ub378 \uc0ac\uc591\uc740 IID \uc815\uaddc \ubd84\ud3ec \ud655\ub960 \ubcc0\uc218\uac00 \uc788\ub294 <code>parameters<\/code> \ubcc0\uc218\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4. <code>parameters<\/code> \ubca1\ud130\ub294 \uc2e0\uacbd\ub9dd\uc758 \ubaa8\ub4e0 \ud30c\ub77c\ubbf8\ud130(\uac00\uc911\uce58 \ubc0f \ud3b8\ud5a5)\ub97c \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/p>\n<p>\uc2e0\uacbd\ub9dd\uc758 parameters(\uc989 w,b) \uac01\uac01\uc774 \uc815\uaddc\ubd84\ud3ec\ub97c \uc774\ub8e8\ub294 \ud655\ub960\ubcc0\uc218\ub85c \ubcf4\uace0 \uc774\ub4e4\uc740 parameters\uc758 \uac01 \uac12\uc744 \ud3c9\uade0(\u03bc)\uc73c\ub85c \ud558\uace0 1\/$\\alpha$ \uc744 \uacf5\ubd84\uc0b0\ud589\ub82c(covariance matrix:\u03a3)\ub85c \uc124\uc815 \ud55c\ub2e4.<\/p>\n<p><strong>\uc0ac\uc804\ubd84\ud3ec \uc815\uc758:<\/strong><\/p>\n<p>\uac01 \ud30c\ub77c\ubbf8\ud130(w,b)\ub294 \ud30c\ub77c\ubbf8\ud130\uac12\uc744 \uc911\uc2ec\uc73c\ub85c \uc815\uaddc\ubd84\ud3ec\ub97c \uc774\ub8ec\ub2e4\uace0 \uac00\uc815<\/p>\n<p><strong>\uc6b0\ub3c4(Likelihood):<\/strong><\/p>\n<p>\ubd84\ub958\ud655\ub960\uc740 \uc2e0\uacbd\ub9dd\uc5d0\uc11c \uc608\uce21\ud55c \uac01 \uc810\uc5d0 \ub300\ud55c \ubd84\ub958 \ud655\ub960\ub85c \ubca0\ub974\ub204\uc774 \ubd84\ud3ec\ub97c \ub530\ub984<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div><div id=\"cell-id=44c1ee36\" class=\"jp-Cell jp-CodeCell jp-Notebook-cell \">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\">\n<div class=\"jp-InputPrompt jp-InputArea-prompt\">In [9]:<\/div>\n<div class=\"jp-CodeMirrorEditor jp-Editor jp-InputArea-editor\" data-type=\"inline\">\n <div class=\"CodeMirror cm-s-jupyter\">\n<div class=\" highlight hl-julia\"><pre><span><\/span><span class=\"nd\">@model<\/span> <span class=\"k\">function<\/span> <span class=\"n\">bayes_nn<\/span><span class=\"p\">(<\/span><span class=\"n\">xs<\/span><span class=\"p\">,<\/span> <span class=\"n\">ts<\/span><span class=\"p\">,<\/span> <span class=\"n\">nparameters<\/span><span class=\"p\">,<\/span> <span class=\"n\">reconstruct<\/span><span class=\"p\">;<\/span> <span class=\"n\">\u03b1<\/span><span class=\"o\">=<\/span><span class=\"mf\">0.09<\/span><span class=\"p\">)<\/span>\n <span class=\"c\"># Create the weights and bias vector.<\/span>\n <span class=\"n\">parameters<\/span> <span class=\"o\">~<\/span> <span class=\"n\">MvNormal<\/span><span class=\"p\">(<\/span><span class=\"n\">Zeros<\/span><span class=\"p\">(<\/span><span class=\"n\">nparameters<\/span><span class=\"p\">),<\/span> <span class=\"n\">I<\/span> <span class=\"o\">\/<\/span> <span class=\"n\">\u03b1<\/span><span class=\"p\">)<\/span>\n \n <span class=\"c\"># Construct NN from parameters<\/span>\n <span class=\"c\"># \uc0c8\ub85c\uc6b4 \ud30c\ub77c\ubbf8\ud130\ub85c \uc2e0\uacbd\ub9dd\uc744 \uc7ac\uad6c\uc131 <\/span>\n <span class=\"n\">nn<\/span> <span class=\"o\">=<\/span> <span class=\"n\">reconstruct<\/span><span class=\"p\">(<\/span><span class=\"n\">parameters<\/span><span class=\"p\">)<\/span>\n \n <span class=\"c\"># Forward NN to make predictions<\/span>\n <span class=\"n\">preds<\/span> <span class=\"o\">=<\/span> <span class=\"n\">nn<\/span><span class=\"p\">(<\/span><span class=\"n\">xs<\/span><span class=\"p\">)<\/span>\n \n <span class=\"c\"># Observe each prediction.<\/span>\n <span class=\"k\">for<\/span> <span class=\"n\">i<\/span> <span class=\"k\">in<\/span> <span class=\"mi\">1<\/span><span class=\"o\">:<\/span><span class=\"n\">length<\/span><span class=\"p\">(<\/span><span class=\"n\">ts<\/span><span class=\"p\">)<\/span>\n <span class=\"n\">ts<\/span><span class=\"p\">[<\/span><span class=\"n\">i<\/span><span class=\"p\">]<\/span> <span class=\"o\">~<\/span> <span class=\"n\">Bernoulli<\/span><span class=\"p\">(<\/span><span class=\"n\">preds<\/span><span class=\"p\">[<\/span><span class=\"n\">i<\/span><span class=\"p\">])<\/span>\n <span class=\"k\">end<\/span>\n<span class=\"k\">end<\/span>\n<\/pre><\/div>\n <\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"jp-Cell-outputWrapper\">\n<div class=\"jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser\">\n<\/div>\n<div class=\"jp-OutputArea jp-Cell-outputArea\">\n<div class=\"jp-OutputArea-child jp-OutputArea-executeResult\">\n \n <div class=\"jp-OutputPrompt jp-OutputArea-prompt\">Out[9]:<\/div>\n<div class=\"jp-RenderedText jp-OutputArea-output jp-OutputArea-executeResult\" data-mime-type=\"text\/plain\">\n<pre>bayes_nn (generic function with 2 methods)<\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"cell-id=ee77dd33\" class=\"jp-Cell jp-MarkdownCell jp-Notebook-cell\">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\"><div class=\"jp-InputPrompt jp-InputArea-prompt\">\n<\/div><div class=\"jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput \" data-mime-type=\"text\/markdown\">\n<p>\uc774\uc81c \uc0d8\ud50c\uc744 \ud638\ucd9c\ud558\uc5ec \ucd94\ub860\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc11c\ub294 NUTS \ud574\ubc00\ud134 \ubaac\ud14c\uce74\ub97c\ub85c \uc0d8\ud50c\ub7ec\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n<p>xs\uc758 \ub370\uc774\ud130 \ud3ec\uba67\uc744 column vector \ud3ec\ub9f7\uc73c\ub85c \ubc14\uafd4\uc57c \ud568<\/p>\n<p>\uc2e0\uacbd\ub9dd\uc5d0 \uc785\ub825\uc740 column vector<\/p>\n<pre><code>xs = \n80-element Vector{Vector{Float64}}:\n [3.109379540603596, 0.875480402444553]\n [2.3508235307743273, 2.8660804874110517]\n [4.874612371049609, 4.282884137652053]\n column vector \n hcat(xs...) = \n 2\u00d780 Matrix{Float64}:\n 3.10938 2.35082 4.87461 0.56709 \u2026 -3.2496 -1.42898 -4.15106\n 0.87548 2.86608 4.28288 2.85777 1.12361 3.10967 4.59778 \n<\/code><\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div><div id=\"cell-id=5b55f2fe\" class=\"jp-Cell jp-CodeCell jp-Notebook-cell \">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\">\n<div class=\"jp-InputPrompt jp-InputArea-prompt\">In [10]:<\/div>\n<div class=\"jp-CodeMirrorEditor jp-Editor jp-InputArea-editor\" data-type=\"inline\">\n <div class=\"CodeMirror cm-s-jupyter\">\n<div class=\" highlight hl-julia\"><pre><span><\/span><span class=\"c\"># \ubca0\uc774\uc988 \ucd94\ub860 \uc2dc\ud589<\/span>\n<span class=\"n\">n_thread<\/span> <span class=\"o\">=<\/span> <span class=\"n\">Threads<\/span><span class=\"o\">.<\/span><span class=\"n\">nthreads<\/span><span class=\"p\">()<\/span>\n<span class=\"n\">N<\/span> <span class=\"o\">=<\/span> <span class=\"mi\">5000<\/span>\n<span class=\"n\">n_sample<\/span> <span class=\"o\">=<\/span> <span class=\"n\">div<\/span><span class=\"p\">(<\/span><span class=\"n\">N<\/span><span class=\"p\">,<\/span> <span class=\"n\">n_thread<\/span><span class=\"p\">)<\/span>\n<span class=\"n\">m<\/span> <span class=\"o\">=<\/span> <span class=\"n\">bayes_nn<\/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\">length<\/span><span class=\"p\">(<\/span><span class=\"n\">parameters_initial<\/span><span class=\"p\">),<\/span> <span class=\"n\">reconstruct<\/span><span class=\"p\">)<\/span>\n<span class=\"n\">ch<\/span> <span class=\"o\">=<\/span> <span class=\"n\">sample<\/span><span class=\"p\">(<\/span><span class=\"n\">m<\/span><span class=\"p\">,<\/span> <span class=\"n\">NUTS<\/span><span class=\"p\">(),<\/span> <span class=\"n\">MCMCThreads<\/span><span class=\"p\">(),<\/span><span class=\"n\">n_sample<\/span><span class=\"p\">,<\/span><span class=\"n\">n_thread<\/span><span class=\"p\">)<\/span>\n<\/pre><\/div>\n <\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"jp-Cell-outputWrapper\">\n<div class=\"jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser\">\n<\/div>\n<div class=\"jp-OutputArea jp-Cell-outputArea\">\n<div class=\"jp-OutputArea-child\">\n \n <div class=\"jp-OutputPrompt jp-OutputArea-prompt\"><\/div>\n<div class=\"jp-RenderedText jp-OutputArea-output\" data-mime-type=\"application\/vnd.jupyter.stderr\">\n<pre><span class=\"ansi-cyan-intense-fg ansi-bold\">\u250c <\/span><span class=\"ansi-cyan-intense-fg ansi-bold\">Info: <\/span>Found initial step size\n<span class=\"ansi-cyan-intense-fg ansi-bold\">\u2514 <\/span> \u03f5 = 0.2\n<span class=\"ansi-cyan-intense-fg ansi-bold\">\u250c <\/span><span class=\"ansi-cyan-intense-fg ansi-bold\">Info: <\/span>Found initial step size\n<span class=\"ansi-cyan-intense-fg ansi-bold\">\u2514 <\/span> \u03f5 = 0.4\n<span class=\"ansi-cyan-intense-fg ansi-bold\">\u250c <\/span><span class=\"ansi-cyan-intense-fg ansi-bold\">Info: <\/span>Found initial step size\n<span class=\"ansi-cyan-intense-fg ansi-bold\">\u2514 <\/span> \u03f5 = 0.8\n<span class=\"ansi-cyan-intense-fg ansi-bold\">\u250c <\/span><span class=\"ansi-cyan-intense-fg ansi-bold\">Info: <\/span>Found initial step size\n<span class=\"ansi-cyan-intense-fg ansi-bold\">\u2514 <\/span> \u03f5 = 0.4\n<span class=\"ansi-cyan-intense-fg ansi-bold\">\u250c <\/span><span class=\"ansi-cyan-intense-fg ansi-bold\">Info: <\/span>Found initial step size\n<span class=\"ansi-cyan-intense-fg ansi-bold\">\u2514 <\/span> \u03f5 = 0.4\n<span class=\"ansi-cyan-intense-fg ansi-bold\">\u250c <\/span><span class=\"ansi-cyan-intense-fg ansi-bold\">Info: <\/span>Found initial step size\n<span class=\"ansi-cyan-intense-fg ansi-bold\">\u2514 <\/span> \u03f5 = 0.05\n<span class=\"ansi-cyan-intense-fg ansi-bold\">\u250c <\/span><span class=\"ansi-cyan-intense-fg ansi-bold\">Info: <\/span>Found initial step size\n<span class=\"ansi-cyan-intense-fg ansi-bold\">\u2514 <\/span> \u03f5 = 0.05\n<span class=\"ansi-cyan-intense-fg ansi-bold\">\u250c <\/span><span class=\"ansi-cyan-intense-fg ansi-bold\">Info: <\/span>Found initial step size\n<span class=\"ansi-cyan-intense-fg ansi-bold\">\u2514 <\/span> \u03f5 = 0.4\n<span class=\"ansi-cyan-intense-fg ansi-bold\">\u250c <\/span><span class=\"ansi-cyan-intense-fg ansi-bold\">Info: <\/span>Found initial step size\n<span class=\"ansi-cyan-intense-fg ansi-bold\">\u2514 <\/span> \u03f5 = 0.4\n<span class=\"ansi-cyan-intense-fg ansi-bold\">\u250c <\/span><span class=\"ansi-cyan-intense-fg ansi-bold\">Info: <\/span>Found initial step size\n<span class=\"ansi-cyan-intense-fg ansi-bold\">\u2514 <\/span> \u03f5 = 0.21640625000000002\n<span class=\"ansi-cyan-intense-fg ansi-bold\">\u250c <\/span><span class=\"ansi-cyan-intense-fg ansi-bold\">Info: <\/span>Found initial step size\n<span class=\"ansi-cyan-intense-fg ansi-bold\">\u2514 <\/span> \u03f5 = 0.8\n<span class=\"ansi-cyan-intense-fg ansi-bold\">\u250c <\/span><span class=\"ansi-cyan-intense-fg ansi-bold\">Info: <\/span>Found initial step size\n<span class=\"ansi-cyan-intense-fg ansi-bold\">\u2514 <\/span> \u03f5 = 0.4\n<span class=\"ansi-cyan-intense-fg ansi-bold\">\u250c <\/span><span class=\"ansi-cyan-intense-fg ansi-bold\">Info: <\/span>Found initial step size\n<span class=\"ansi-cyan-intense-fg ansi-bold\">\u2514 <\/span> \u03f5 = 0.4\n<span class=\"ansi-cyan-intense-fg ansi-bold\">\u250c <\/span><span class=\"ansi-cyan-intense-fg ansi-bold\">Info: <\/span>Found initial step size\n<span class=\"ansi-cyan-intense-fg ansi-bold\">\u2514 <\/span> \u03f5 = 0.0484375\n<span class=\"ansi-cyan-intense-fg ansi-bold\">\u250c <\/span><span class=\"ansi-cyan-intense-fg ansi-bold\">Info: <\/span>Found initial step size\n<span class=\"ansi-cyan-intense-fg ansi-bold\">\u2514 <\/span> \u03f5 = 0.39990234375\n<span class=\"ansi-cyan-intense-fg ansi-bold\">\u250c <\/span><span class=\"ansi-cyan-intense-fg ansi-bold\">Info: <\/span>Found initial step size\n<span class=\"ansi-cyan-intense-fg ansi-bold\">\u2514 <\/span> \u03f5 = 0.03125\n<span class=\"ansi-green-fg\">Sampling (16 threads): 100%|\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588| Time: 0:05:24<\/span>\n<\/pre>\n<\/div>\n<\/div>\n<div class=\"jp-OutputArea-child jp-OutputArea-executeResult\">\n \n <div class=\"jp-OutputPrompt jp-OutputArea-prompt\">Out[10]:<\/div>\n<div class=\"jp-RenderedText jp-OutputArea-output jp-OutputArea-executeResult\" data-mime-type=\"text\/plain\">\n<pre>Chains MCMC chain (312\u00d732\u00d716 Array{Float64, 3}):\nIterations = 157:1:468\nNumber of chains = 16\nSamples per chain = 312\nWall duration = 826.41 seconds\nCompute duration = 11192.32 seconds\nparameters = parameters[1], parameters[2], parameters[3], parameters[4], parameters[5], parameters[6], parameters[7], parameters[8], parameters[9], parameters[10], parameters[11], parameters[12], parameters[13], parameters[14], parameters[15], parameters[16], parameters[17], parameters[18], parameters[19], parameters[20]\ninternals = lp, n_steps, is_accept, acceptance_rate, log_density, hamiltonian_energy, hamiltonian_energy_error, max_hamiltonian_energy_error, tree_depth, numerical_error, step_size, nom_step_size\nSummary Statistics\n <span class=\"ansi-bold\"> parameters <\/span> <span class=\"ansi-bold\"> mean <\/span> <span class=\"ansi-bold\"> std <\/span> <span class=\"ansi-bold\"> mcse <\/span> <span class=\"ansi-bold\"> ess_bulk <\/span> <span class=\"ansi-bold\"> ess_tail <\/span> <span class=\"ansi-bold\"> rhat<\/span> \u22ef\n <span class=\"ansi-black-intense-fg\"> Symbol <\/span> <span class=\"ansi-black-intense-fg\"> Float64 <\/span> <span class=\"ansi-black-intense-fg\"> Float64 <\/span> <span class=\"ansi-black-intense-fg\"> Float64 <\/span> <span class=\"ansi-black-intense-fg\"> Float64 <\/span> <span class=\"ansi-black-intense-fg\"> Float64 <\/span> <span class=\"ansi-black-intense-fg\"> Float64<\/span> \u22ef\n parameters[1] 0.1546 3.4528 0.4921 49.9153 145.1910 1.2387 \u22ef\n parameters[2] 1.0427 3.4304 0.4239 64.3732 157.4950 1.1919 \u22ef\n parameters[3] -0.0770 3.9476 0.6594 35.9270 187.7273 1.3772 \u22ef\n parameters[4] 0.5137 3.9479 0.6770 35.2276 117.1930 1.3805 \u22ef\n parameters[5] 0.1675 3.8163 0.5821 44.8605 85.4270 1.2767 \u22ef\n parameters[6] -0.0910 3.2386 0.4294 54.8255 127.5765 1.2635 \u22ef\n parameters[7] 0.1628 2.5750 0.1391 347.4933 889.0700 1.0377 \u22ef\n parameters[8] -0.2693 2.6979 0.1997 175.4675 716.6765 1.0662 \u22ef\n parameters[9] 0.1384 2.3972 0.0925 717.8933 440.1522 1.0213 \u22ef\n parameters[10] -0.2081 3.5279 0.5366 46.6756 432.7114 1.2528 \u22ef\n parameters[11] -0.2471 3.3511 0.4741 52.6409 513.5498 1.2214 \u22ef\n parameters[12] 0.1926 3.4427 0.4563 62.4289 626.6283 1.1818 \u22ef\n parameters[13] 0.6787 3.4776 0.4709 57.5466 470.8515 1.2081 \u22ef\n parameters[14] -0.2204 3.6568 0.5043 57.7363 481.8551 1.1978 \u22ef\n parameters[15] 0.5018 3.5921 0.5028 56.9850 565.6284 1.1970 \u22ef\n parameters[16] 0.4972 3.8963 0.8458 26.6858 421.1597 1.6449 \u22ef\n parameters[17] -0.0600 3.8601 0.8357 26.6036 577.7419 1.6346 \u22ef\n parameters[18] -0.4443 5.6422 1.3373 25.6788 269.2036 1.6823 \u22ef\n parameters[19] 0.0404 5.6609 1.3585 25.2032 207.0638 1.7224 \u22ef\n parameters[20] -1.0537 4.9407 1.1657 26.1533 169.2818 1.6545 \u22ef\n<span class=\"ansi-cyan-fg\"> 1 column omitted<\/span>\nQuantiles\n <span class=\"ansi-bold\"> parameters <\/span> <span class=\"ansi-bold\"> 2.5% <\/span> <span class=\"ansi-bold\"> 25.0% <\/span> <span class=\"ansi-bold\"> 50.0% <\/span> <span class=\"ansi-bold\"> 75.0% <\/span> <span class=\"ansi-bold\"> 97.5% <\/span>\n <span class=\"ansi-black-intense-fg\"> Symbol <\/span> <span class=\"ansi-black-intense-fg\"> Float64 <\/span> <span class=\"ansi-black-intense-fg\"> Float64 <\/span> <span class=\"ansi-black-intense-fg\"> Float64 <\/span> <span class=\"ansi-black-intense-fg\"> Float64 <\/span> <span class=\"ansi-black-intense-fg\"> Float64 <\/span>\n parameters[1] -7.0350 -1.3898 0.0502 1.7004 7.6664\n parameters[2] -6.1759 -0.5834 0.3549 3.1386 8.3968\n parameters[3] -7.8482 -2.6145 -0.0729 2.1262 7.6693\n parameters[4] -7.7854 -1.2576 0.1925 3.2401 8.0020\n parameters[5] -7.7179 -1.5415 0.1358 2.4509 7.4884\n parameters[6] -7.0489 -1.2593 -0.0792 0.9019 7.0117\n parameters[7] -4.8500 -1.4015 0.1389 1.6419 5.5794\n parameters[8] -5.6327 -1.9319 -0.2002 1.3163 5.5201\n parameters[9] -4.7680 -1.1862 0.1242 1.4579 5.4378\n parameters[10] -6.2271 -3.0134 -0.4625 2.6360 6.3334\n parameters[11] -6.3347 -2.8296 -0.3839 2.3910 5.8521\n parameters[12] -6.2369 -2.5175 0.5199 2.8463 6.1262\n parameters[13] -6.1294 -2.0009 1.1477 3.2994 6.6373\n parameters[14] -6.5645 -3.0929 -0.3645 2.7194 6.4987\n parameters[15] -6.0796 -2.4911 1.0792 3.3558 6.6376\n parameters[16] -6.6460 -2.9220 1.6796 3.6060 6.7747\n parameters[17] -6.3914 -3.3815 -0.1131 3.1963 6.4821\n parameters[18] -7.9063 -5.4175 -3.6641 5.2265 8.0685\n parameters[19] -7.8541 -5.3287 0.0948 5.3811 8.0630\n parameters[20] -7.4320 -5.0559 -3.6068 4.3279 7.0206\n<\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"cell-id=aa2fcff4\" class=\"jp-Cell jp-MarkdownCell jp-Notebook-cell\">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\"><div class=\"jp-InputPrompt jp-InputArea-prompt\">\n<\/div><div class=\"jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput \" data-mime-type=\"text\/markdown\">\n<p>\uc774\uc81c \uc0d8\ud50c\ub9c1\ub41c \uccb4\uc778\uc5d0\uc11c \ub9e4\uac1c\ubcc0\uc218 \uc0d8\ud50c\uc744 \uc138\ud0c0(n_thread x n_sample x 20 \ud06c\uae30, \uc5ec\uae30\uc11c n_thread x n_sample\uc740 \ubc18\ubcf5 \ud69f\uc218, 20\uc740 \ub9e4\uac1c\ubcc0\uc218 \uc218)\ub85c \ucd94\ucd9c\ud569\ub2c8\ub2e4. \uc774 \uc0d8\ud50c\uc740 \uc8fc\ub85c \ubaa8\ub378\uc758 \ubd84\ub958\uae30\uac00 \uc5bc\ub9c8\ub098 \uc88b\uc740\uc9c0 \ud310\ub2e8\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"cell-id=8a0648b4\" class=\"jp-Cell jp-MarkdownCell jp-Notebook-cell\">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\"><div class=\"jp-InputPrompt jp-InputArea-prompt\">\n<\/div><div class=\"jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput \" data-mime-type=\"text\/markdown\">\n<h3 id=\"sampling-%EA%B2%B0%EA%B3%BC-save-&-load\">sampling 결과 save & load<a class=\"anchor-link\" href=\"#sampling-%EA%B2%B0%EA%B3%BC-save-&-load\">¶<\/a><\/h3>\n<\/div>\n<\/div>\n<\/div>\n<\/div><div id=\"cell-id=34f97f91\" class=\"jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs \">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\">\n<div class=\"jp-InputPrompt jp-InputArea-prompt\">In [12]:<\/div>\n<div class=\"jp-CodeMirrorEditor jp-Editor jp-InputArea-editor\" data-type=\"inline\">\n <div class=\"CodeMirror cm-s-jupyter\">\n<div class=\" highlight hl-julia\"><pre><span><\/span><span class=\"nd\">@save<\/span> <span class=\"s\">"bayes_nn_samples.jld2"<\/span> <span class=\"n\">ch<\/span>\n<\/pre><\/div>\n <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><div id=\"cell-id=0a73bdad\" class=\"jp-Cell jp-CodeCell jp-Notebook-cell \">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\">\n<div class=\"jp-InputPrompt jp-InputArea-prompt\">In [14]:<\/div>\n<div class=\"jp-CodeMirrorEditor jp-Editor jp-InputArea-editor\" data-type=\"inline\">\n <div class=\"CodeMirror cm-s-jupyter\">\n<div class=\" highlight hl-julia\"><pre><span><\/span><span class=\"nd\">@load<\/span> <span class=\"s\">"bayes_nn_samples.jld2"<\/span> <span class=\"n\">ch<\/span>\n<\/pre><\/div>\n <\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"jp-Cell-outputWrapper\">\n<div class=\"jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser\">\n<\/div>\n<div class=\"jp-OutputArea jp-Cell-outputArea\">\n<div class=\"jp-OutputArea-child jp-OutputArea-executeResult\">\n \n <div class=\"jp-OutputPrompt jp-OutputArea-prompt\">Out[14]:<\/div>\n<div class=\"jp-RenderedText jp-OutputArea-output jp-OutputArea-executeResult\" data-mime-type=\"text\/plain\">\n<pre>1-element Vector{Symbol}:\n :ch<\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><div id=\"cell-id=23a63fd1\" class=\"jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs \">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\">\n<div class=\"jp-InputPrompt jp-InputArea-prompt\">In [223]:<\/div>\n<div class=\"jp-CodeMirrorEditor jp-Editor jp-InputArea-editor\" data-type=\"inline\">\n <div class=\"CodeMirror cm-s-jupyter\">\n<div class=\" highlight hl-julia\"><pre><span><\/span><span class=\"c\"># df = DataFrame(ch)<\/span>\n<\/pre><\/div>\n <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><div id=\"cell-id=1cf34417\" class=\"jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs \">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\">\n<div class=\"jp-InputPrompt jp-InputArea-prompt\">In [224]:<\/div>\n<div class=\"jp-CodeMirrorEditor jp-Editor jp-InputArea-editor\" data-type=\"inline\">\n <div class=\"CodeMirror cm-s-jupyter\">\n<div class=\" highlight hl-julia\"><pre><span><\/span><span class=\"c\"># plot(ch)<\/span>\n<\/pre><\/div>\n <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"cell-id=12e363ff\" class=\"jp-Cell jp-MarkdownCell jp-Notebook-cell\">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\"><div class=\"jp-InputPrompt jp-InputArea-prompt\">\n<\/div><div class=\"jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput \" data-mime-type=\"text\/markdown\">\n<h3 id=\"%EC%97%AC%EB%9F%AC-sample%EC%97%90-%EC%9E%88%EB%8A%94-parameter%EB%93%A4%EC%9D%84-%ED%95%98%EB%82%98%EB%A1%9C-%ED%95%A9%EC%B9%98%EA%B8%B0\">여러 sample에 있는 parameter들을 하나로 합치기<a class=\"anchor-link\" href=\"#%EC%97%AC%EB%9F%AC-sample%EC%97%90-%EC%9E%88%EB%8A%94-parameter%EB%93%A4%EC%9D%84-%ED%95%98%EB%82%98%EB%A1%9C-%ED%95%A9%EC%B9%98%EA%B8%B0\">¶<\/a><\/h3>\n<\/div>\n<\/div>\n<\/div>\n<\/div><div id=\"cell-id=b2793e39\" class=\"jp-Cell jp-CodeCell jp-Notebook-cell \">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\">\n<div class=\"jp-InputPrompt jp-InputArea-prompt\">In [92]:<\/div>\n<div class=\"jp-CodeMirrorEditor jp-Editor jp-InputArea-editor\" data-type=\"inline\">\n <div class=\"CodeMirror cm-s-jupyter\">\n<div class=\" highlight hl-julia\"><pre><span><\/span><span class=\"n\">theta<\/span><span class=\"p\">,<\/span><span class=\"n\">lp<\/span> <span class=\"o\">=<\/span> <span class=\"k\">let<\/span>\n <span class=\"n\">params<\/span> <span class=\"o\">=<\/span> <span class=\"n\">MCMCChains<\/span><span class=\"o\">.<\/span><span class=\"n\">group<\/span><span class=\"p\">(<\/span><span class=\"n\">ch<\/span><span class=\"p\">,<\/span> <span class=\"ss\">:parameters<\/span><span class=\"p\">)<\/span><span class=\"o\">.<\/span><span class=\"n\">value<\/span>\n <span class=\"n\">_<\/span><span class=\"p\">,<\/span><span class=\"n\">_<\/span><span class=\"p\">,<\/span><span class=\"n\">n<\/span> <span class=\"o\">=<\/span> <span class=\"n\">size<\/span><span class=\"p\">(<\/span><span class=\"n\">params<\/span><span class=\"p\">)<\/span> \n <span class=\"n\">theta<\/span> <span class=\"o\">=<\/span> <span class=\"n\">vcat<\/span><span class=\"p\">([<\/span><span class=\"n\">params<\/span><span class=\"p\">[<\/span><span class=\"o\">:<\/span><span class=\"p\">,<\/span><span class=\"o\">:<\/span><span class=\"p\">,<\/span><span class=\"n\">i<\/span><span class=\"p\">]<\/span> <span class=\"k\">for<\/span> <span class=\"n\">i<\/span> <span class=\"k\">in<\/span> <span class=\"mi\">1<\/span><span class=\"o\">:<\/span><span class=\"n\">n<\/span><span class=\"p\">]<\/span><span class=\"o\">...<\/span><span class=\"p\">)<\/span>\n \n <span class=\"n\">lps<\/span> <span class=\"o\">=<\/span> <span class=\"n\">MCMCChains<\/span><span class=\"o\">.<\/span><span class=\"n\">group<\/span><span class=\"p\">(<\/span><span class=\"n\">ch<\/span><span class=\"p\">,<\/span> <span class=\"ss\">:lp<\/span><span class=\"p\">)<\/span><span class=\"o\">.<\/span><span class=\"n\">value<\/span>\n <span class=\"n\">lp<\/span> <span class=\"o\">=<\/span> <span class=\"n\">vcat<\/span><span class=\"p\">([<\/span><span class=\"n\">lps<\/span><span class=\"p\">[<\/span><span class=\"o\">:<\/span><span class=\"p\">,<\/span><span class=\"o\">:<\/span><span class=\"p\">,<\/span><span class=\"n\">i<\/span><span class=\"p\">]<\/span> <span class=\"k\">for<\/span> <span class=\"n\">i<\/span> <span class=\"k\">in<\/span> <span class=\"mi\">1<\/span><span class=\"o\">:<\/span><span class=\"n\">n<\/span><span class=\"p\">]<\/span><span class=\"o\">...<\/span><span class=\"p\">)<\/span>\n <span class=\"n\">theta<\/span><span class=\"p\">,<\/span> <span class=\"n\">lp<\/span>\n<span class=\"k\">end<\/span>\n<\/pre><\/div>\n <\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"jp-Cell-outputWrapper\">\n<div class=\"jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser\">\n<\/div>\n<div class=\"jp-OutputArea jp-Cell-outputArea\">\n<div class=\"jp-OutputArea-child jp-OutputArea-executeResult\">\n \n <div class=\"jp-OutputPrompt jp-OutputArea-prompt\">Out[92]:<\/div>\n<div class=\"jp-RenderedText jp-OutputArea-output jp-OutputArea-executeResult\" data-mime-type=\"text\/plain\">\n<pre>([3.5171679776053835 -0.9596372644349761 \u2026 -6.0924936373184355 6.047657338663431; 5.037591208545007 -1.1063193382489742 \u2026 -5.038118829941873 7.25731220690677; \u2026 ; -5.680101618153894 4.771512342796615 \u2026 5.2549205099170235 -3.426074813990592; -2.9224796942447853 7.19441000252973 \u2026 4.212654073919177 -4.865727837337831], [-55.622668058247896; -61.7161545745407; \u2026 ; -60.79717928864991; -60.22461074899916;;])<\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"cell-id=14ab8746\" class=\"jp-Cell jp-MarkdownCell jp-Notebook-cell\">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\"><div class=\"jp-InputPrompt jp-InputArea-prompt\">\n<\/div><div class=\"jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput \" data-mime-type=\"text\/markdown\">\n<h2 id=\"Prediction-Visualization\">Prediction Visualization<a class=\"anchor-link\" href=\"#Prediction-Visualization\">¶<\/a><\/h2><p>MAP(Maximum a Posterior) \ucd94\uc815\uc744 \uc0ac\uc6a9\ud558\uc5ec \uac00\uc7a5 \ub192\uc740 \ub85c\uadf8 \uc0ac\ud6c4\ubd84\ud3ec(posterior)\ub97c \uc81c\uacf5\ud55c \uac00\uc911\uce58 \uc9d1\ud569\uc744 \uc0ac\uc6a9\ud558\uc5ec \ubaa8\uc9d1\ub2e8\uc744 \ubd84\ub958\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div><div id=\"cell-id=dd1f1f3a\" class=\"jp-Cell jp-CodeCell jp-Notebook-cell \">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\">\n<div class=\"jp-InputPrompt jp-InputArea-prompt\">In [90]:<\/div>\n<div class=\"jp-CodeMirrorEditor jp-Editor jp-InputArea-editor\" data-type=\"inline\">\n <div class=\"CodeMirror cm-s-jupyter\">\n<div class=\" highlight hl-julia\"><pre><span><\/span><span class=\"c\"># A helper to create NN from weights `\u03b8` and run it through data `x`<\/span>\n<span class=\"n\">nn_forward<\/span><span class=\"p\">(<\/span><span class=\"n\">x<\/span><span class=\"p\">,<\/span> <span class=\"n\">\u03b8\u1d62<\/span><span class=\"p\">)<\/span> <span class=\"o\">=<\/span> <span class=\"n\">reconstruct<\/span><span class=\"p\">(<\/span><span class=\"n\">\u03b8\u1d62<\/span><span class=\"p\">)(<\/span><span class=\"n\">x<\/span><span class=\"p\">)<\/span>\n<\/pre><\/div>\n <\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"jp-Cell-outputWrapper\">\n<div class=\"jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser\">\n<\/div>\n<div class=\"jp-OutputArea jp-Cell-outputArea\">\n<div class=\"jp-OutputArea-child jp-OutputArea-executeResult\">\n \n <div class=\"jp-OutputPrompt jp-OutputArea-prompt\">Out[90]:<\/div>\n<div class=\"jp-RenderedText jp-OutputArea-output jp-OutputArea-executeResult\" data-mime-type=\"text\/plain\">\n<pre>nn_forward (generic function with 1 method)<\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><div id=\"cell-id=f7183358\" class=\"jp-Cell jp-CodeCell jp-Notebook-cell \">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\">\n<div class=\"jp-InputPrompt jp-InputArea-prompt\">In [93]:<\/div>\n<div class=\"jp-CodeMirrorEditor jp-Editor jp-InputArea-editor\" data-type=\"inline\">\n <div class=\"CodeMirror cm-s-jupyter\">\n<div class=\" highlight hl-julia\"><pre><span><\/span><span class=\"k\">let<\/span>\n <span class=\"n\">\u03b8\u1d62<\/span> <span class=\"o\">=<\/span> <span class=\"n\">theta<\/span><span class=\"p\">[<\/span><span class=\"mi\">1<\/span><span class=\"p\">,<\/span><span class=\"o\">:<\/span><span class=\"p\">]<\/span>\n <span class=\"n\">nn_forward<\/span><span class=\"p\">(<\/span><span class=\"n\">x<\/span><span class=\"p\">,<\/span><span class=\"n\">\u03b8\u1d62<\/span><span class=\"p\">)<\/span>\n<span class=\"k\">end<\/span>\n<\/pre><\/div>\n <\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"jp-Cell-outputWrapper\">\n<div class=\"jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser\">\n<\/div>\n<div class=\"jp-OutputArea jp-Cell-outputArea\">\n<div class=\"jp-OutputArea-child jp-OutputArea-executeResult\">\n \n <div class=\"jp-OutputPrompt jp-OutputArea-prompt\">Out[93]:<\/div>\n<div class=\"jp-RenderedText jp-OutputArea-output jp-OutputArea-executeResult\" data-mime-type=\"text\/plain\">\n<pre>1\u00d780 Matrix{Float32}:\n 0.989521 0.989531 0.991785 \u2026 0.00579351 0.00599253 0.00599403<\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><div id=\"cell-id=2edead49\" class=\"jp-Cell jp-CodeCell jp-Notebook-cell \">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\">\n<div class=\"jp-InputPrompt jp-InputArea-prompt\">In [187]:<\/div>\n<div class=\"jp-CodeMirrorEditor jp-Editor jp-InputArea-editor\" data-type=\"inline\">\n <div class=\"CodeMirror cm-s-jupyter\">\n<div class=\" highlight hl-julia\"><pre><span><\/span><span class=\"c\"># Find the index that provided the highest log posterior in the chain<\/span>\n<span class=\"n\">i<\/span> <span class=\"o\">=<\/span> <span class=\"n\">argmax<\/span><span class=\"p\">(<\/span><span class=\"n\">lp<\/span><span class=\"p\">)<\/span>\n<span class=\"n\">i<\/span> <span class=\"o\">|><\/span> <span class=\"n\">display<\/span>\n<span class=\"c\"># Extract the max row value from i<\/span>\n<span class=\"n\">i<\/span> <span class=\"o\">=<\/span> <span class=\"n\">i<\/span><span class=\"o\">.<\/span><span class=\"n\">I<\/span><span class=\"p\">[<\/span><span class=\"mi\">1<\/span><span class=\"p\">]<\/span>\n<span class=\"n\">\u03b8\u2098\u2090\u209a<\/span> <span class=\"o\">=<\/span> <span class=\"n\">theta<\/span><span class=\"p\">[<\/span><span class=\"n\">i<\/span><span class=\"p\">,<\/span><span class=\"o\">:<\/span><span class=\"p\">]<\/span>\n<span class=\"n\">println<\/span><span class=\"p\">(<\/span><span class=\"s\">"MAP \ucd94\uc815 \ucd5c\uc801 \ud30c\ub9ac\ubbf8\ud130 : \u03b8\u2098\u2090\u209a = <\/span><span class=\"si\">$\u03b8\u2098\u2090\u209a<\/span><span class=\"s\">"<\/span><span class=\"p\">)<\/span>\n<span class=\"c\"># \ubc18\ubcf5\uc791\uc5c5\uc2dc \uc131\ub2a5\uc744 \uc704\ud574 MAP \ucd94\uc815\uacb0\uacfc theta[i,:]\ub97c \uace0\uc815<\/span>\n<span class=\"n\">nn_forward_map<\/span><span class=\"p\">(<\/span><span class=\"n\">x<\/span><span class=\"p\">)<\/span> <span class=\"o\">=<\/span> <span class=\"n\">reconstruct<\/span><span class=\"p\">(<\/span><span class=\"n\">\u03b8\u2098\u2090\u209a<\/span><span class=\"p\">)(<\/span><span class=\"n\">x<\/span><span class=\"p\">)<\/span>\n<span class=\"c\"># MAP\uc73c\ub85c \ucd94\uc815\ud55c theta\ub97c \uc0ac\uc6a9\ud55c x\uc758 \ubd84\ub958 \uacb0\uacfc<\/span>\n<span class=\"s\">"MAP\uc73c\ub85c \ucd94\uc815\ud55c \ud30c\ub77c\ubbf8\ud130 \u03b8\u2098\u2090\u209a\ub97c \uc0ac\uc6a9\ud55c x\uc758 \ubd84\ub958 \uacb0\uacfc"<\/span> <span class=\"o\">|><\/span> <span class=\"n\">display<\/span>\n<span class=\"n\">nn_forward2<\/span><span class=\"p\">(<\/span><span class=\"n\">x<\/span><span class=\"p\">)<\/span> <span class=\"o\">|><\/span> <span class=\"n\">display<\/span>\n<span class=\"c\"># Plot the posterior distribution with contour plot<\/span>\n<span class=\"n\">x1_range<\/span> <span class=\"o\">=<\/span> <span class=\"kt\">Float32<\/span><span class=\"o\">.<\/span><span class=\"p\">(<\/span><span class=\"n\">collect<\/span><span class=\"p\">(<\/span><span class=\"n\">range<\/span><span class=\"p\">(<\/span><span class=\"o\">-<\/span><span class=\"mi\">6<\/span><span class=\"p\">;<\/span> <span class=\"n\">stop<\/span><span class=\"o\">=<\/span><span class=\"mi\">6<\/span><span class=\"p\">,<\/span> <span class=\"n\">length<\/span><span class=\"o\">=<\/span><span class=\"mi\">25<\/span><span class=\"p\">)))<\/span>\n<span class=\"n\">x2_range<\/span> <span class=\"o\">=<\/span> <span class=\"kt\">Float32<\/span><span class=\"o\">.<\/span><span class=\"p\">(<\/span><span class=\"n\">collect<\/span><span class=\"p\">(<\/span><span class=\"n\">range<\/span><span class=\"p\">(<\/span><span class=\"o\">-<\/span><span class=\"mi\">6<\/span><span class=\"p\">;<\/span> <span class=\"n\">stop<\/span><span class=\"o\">=<\/span><span class=\"mi\">6<\/span><span class=\"p\">,<\/span> <span class=\"n\">length<\/span><span class=\"o\">=<\/span><span class=\"mi\">25<\/span><span class=\"p\">)))<\/span>\n<span class=\"n\">Z<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[<\/span><span class=\"n\">nn_forward_map<\/span><span class=\"p\">([<\/span><span class=\"n\">x1<\/span><span class=\"p\">,<\/span> <span class=\"n\">x2<\/span><span class=\"p\">])[<\/span><span class=\"mi\">1<\/span><span class=\"p\">]<\/span> <span class=\"k\">for<\/span> <span class=\"n\">x1<\/span> <span class=\"k\">in<\/span> <span class=\"n\">x1_range<\/span><span class=\"p\">,<\/span> <span class=\"n\">x2<\/span> <span class=\"k\">in<\/span> <span class=\"n\">x2_range<\/span><span class=\"p\">]<\/span>\n<span class=\"n\">plot_data<\/span><span class=\"p\">()<\/span>\n<span class=\"n\">contour!<\/span><span class=\"p\">(<\/span><span class=\"n\">x1_range<\/span><span class=\"p\">,<\/span><span class=\"n\">x2_range<\/span><span class=\"p\">,<\/span><span class=\"n\">Z<\/span><span class=\"p\">)<\/span>\n<\/pre><\/div>\n <\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"jp-Cell-outputWrapper\">\n<div class=\"jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser\">\n<\/div>\n<div class=\"jp-OutputArea jp-Cell-outputArea\">\n<div class=\"jp-OutputArea-child\">\n \n <div class=\"jp-OutputPrompt jp-OutputArea-prompt\"><\/div>\n<div class=\"jp-RenderedText jp-OutputArea-output \" data-mime-type=\"text\/plain\">\n<pre>CartesianIndex(135, 1)<\/pre>\n<\/div>\n<\/div>\n<div class=\"jp-OutputArea-child\">\n \n <div class=\"jp-OutputPrompt jp-OutputArea-prompt\"><\/div>\n<div class=\"jp-RenderedText jp-OutputArea-output\" data-mime-type=\"text\/plain\">\n<pre>MAP \ucd94\uc815 \ucd5c\uc801 \ud30c\ub9ac\ubbf8\ud130 : \u03b8\u2098\u2090\u209a = [0.8640540809571358, -0.14663568688546055, -3.495132454721974, 2.997271215464062, -2.110583352609562, 0.0694509980479484, 1.3307833957246198, 0.05268024674726891, -1.8745139040591927, -2.5434329945680583, 0.9400456978922308, 0.5297885282669079, -1.2166826424902661, 2.343275454019229, -2.656676466187899, 3.4320310656152584, 1.7135439109110557, -4.112167441252718, -4.628350312189436, 3.9488920277727897]\n<\/pre>\n<\/div>\n<\/div>\n<div class=\"jp-OutputArea-child\">\n \n <div class=\"jp-OutputPrompt jp-OutputArea-prompt\"><\/div>\n<div class=\"jp-RenderedText jp-OutputArea-output \" data-mime-type=\"text\/plain\">\n<pre>"MAP\uc73c\ub85c \ucd94\uc815\ud55c \ud30c\ub77c\ubbf8\ud130 \u03b8\u2098\u2090\u209a\ub97c \uc0ac\uc6a9\ud55c x\uc758 \ubd84\ub958 \uacb0\uacfc"<\/pre>\n<\/div>\n<\/div>\n<div class=\"jp-OutputArea-child\">\n \n <div class=\"jp-OutputPrompt jp-OutputArea-prompt\"><\/div>\n<div class=\"jp-RenderedText jp-OutputArea-output \" data-mime-type=\"text\/plain\">\n<pre>1\u00d780 Matrix{Float32}:\n 0.963621 0.963744 0.963744 0.963711 \u2026 0.0206274 0.0177642 0.0179179<\/pre>\n<\/div>\n<\/div>\n<div class=\"jp-OutputArea-child jp-OutputArea-executeResult\">\n \n <div class=\"jp-OutputPrompt jp-OutputArea-prompt\">Out[187]:<\/div>\n<div class=\"jp-RenderedHTMLCommon jp-RenderedHTML jp-OutputArea-output jp-OutputArea-executeResult\" data-mime-type=\"text\/html\">\n<?xml version=\"1.0\" encoding=\"utf-8\"?>\n<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" width=\"600\" height=\"400\" viewBox=\"0 0 2400 1600\">\n<defs>\n <clipPath id=\"clip000\">\n <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"\/>\n <\/clipPath>\n<\/defs>\n<path clip-path=\"url(#clip000)\" d=\"M0 1600 L2400 1600 L2400 0 L0 0 Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"\/>\n<defs>\n <clipPath id=\"clip001\">\n <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"\/>\n <\/clipPath>\n<\/defs>\n<path clip-path=\"url(#clip000)\" d=\"M193.936 1486.45 L2112.76 1486.45 L2112.76 47.2441 L193.936 47.2441 Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"\/>\n<defs>\n <clipPath id=\"clip002\">\n <rect x=\"193\" y=\"47\" width=\"1920\" height=\"1440\"\/>\n <\/clipPath>\n<\/defs>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"399.093,1486.45 399.093,47.2441 \"\/>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"776.219,1486.45 776.219,47.2441 \"\/>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1153.35,1486.45 1153.35,47.2441 \"\/>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1530.47,1486.45 1530.47,47.2441 \"\/>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1907.6,1486.45 1907.6,47.2441 \"\/>\n<polyline clip-path=\"url(#clip000)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"193.936,1486.45 2112.76,1486.45 \"\/>\n<polyline clip-path=\"url(#clip000)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"399.093,1486.45 399.093,1467.55 \"\/>\n<polyline clip-path=\"url(#clip000)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"776.219,1486.45 776.219,1467.55 \"\/>\n<polyline clip-path=\"url(#clip000)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1153.35,1486.45 1153.35,1467.55 \"\/>\n<polyline clip-path=\"url(#clip000)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1530.47,1486.45 1530.47,1467.55 \"\/>\n<polyline clip-path=\"url(#clip000)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1907.6,1486.45 1907.6,1467.55 \"\/>\n<path clip-path=\"url(#clip000)\" d=\"M345.621 1532.02 L375.297 1532.02 L375.297 1535.95 L345.621 1535.95 L345.621 1532.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M385.436 1514.29 L403.792 1514.29 L403.792 1518.22 L389.718 1518.22 L389.718 1526.7 Q390.736 1526.35 391.755 1526.19 Q392.773 1526 393.792 1526 Q399.579 1526 402.959 1529.17 Q406.338 1532.34 406.338 1537.76 Q406.338 1543.34 402.866 1546.44 Q399.394 1549.52 393.074 1549.52 Q390.898 1549.52 388.63 1549.15 Q386.385 1548.78 383.977 1548.04 L383.977 1543.34 Q386.061 1544.47 388.283 1545.03 Q390.505 1545.58 392.982 1545.58 Q396.986 1545.58 399.324 1543.48 Q401.662 1541.37 401.662 1537.76 Q401.662 1534.15 399.324 1532.04 Q396.986 1529.94 392.982 1529.94 Q391.107 1529.94 389.232 1530.35 Q387.38 1530.77 385.436 1531.65 L385.436 1514.29 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M415.551 1542.97 L420.435 1542.97 L420.435 1548.85 L415.551 1548.85 L415.551 1542.97 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M440.62 1517.37 Q437.009 1517.37 435.181 1520.93 Q433.375 1524.47 433.375 1531.6 Q433.375 1538.71 435.181 1542.27 Q437.009 1545.82 440.62 1545.82 Q444.255 1545.82 446.06 1542.27 Q447.889 1538.71 447.889 1531.6 Q447.889 1524.47 446.06 1520.93 Q444.255 1517.37 440.62 1517.37 M440.62 1513.66 Q446.431 1513.66 449.486 1518.27 Q452.565 1522.85 452.565 1531.6 Q452.565 1540.33 449.486 1544.94 Q446.431 1549.52 440.62 1549.52 Q434.81 1549.52 431.732 1544.94 Q428.676 1540.33 428.676 1531.6 Q428.676 1522.85 431.732 1518.27 Q434.81 1513.66 440.62 1513.66 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M723.245 1532.02 L752.921 1532.02 L752.921 1535.95 L723.245 1535.95 L723.245 1532.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M767.041 1544.91 L783.361 1544.91 L783.361 1548.85 L761.416 1548.85 L761.416 1544.91 Q764.078 1542.16 768.662 1537.53 Q773.268 1532.88 774.449 1531.53 Q776.694 1529.01 777.574 1527.27 Q778.476 1525.51 778.476 1523.82 Q778.476 1521.07 776.532 1519.33 Q774.611 1517.6 771.509 1517.6 Q769.31 1517.6 766.856 1518.36 Q764.425 1519.13 761.648 1520.68 L761.648 1515.95 Q764.472 1514.82 766.925 1514.24 Q769.379 1513.66 771.416 1513.66 Q776.787 1513.66 779.981 1516.35 Q783.175 1519.03 783.175 1523.52 Q783.175 1525.65 782.365 1527.57 Q781.578 1529.47 779.472 1532.07 Q778.893 1532.74 775.791 1535.95 Q772.689 1539.15 767.041 1544.91 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M793.175 1542.97 L798.06 1542.97 L798.06 1548.85 L793.175 1548.85 L793.175 1542.97 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M808.291 1514.29 L826.647 1514.29 L826.647 1518.22 L812.573 1518.22 L812.573 1526.7 Q813.592 1526.35 814.61 1526.19 Q815.629 1526 816.647 1526 Q822.434 1526 825.814 1529.17 Q829.194 1532.34 829.194 1537.76 Q829.194 1543.34 825.721 1546.44 Q822.249 1549.52 815.93 1549.52 Q813.754 1549.52 811.485 1549.15 Q809.24 1548.78 806.833 1548.04 L806.833 1543.34 Q808.916 1544.47 811.138 1545.03 Q813.36 1545.58 815.837 1545.58 Q819.842 1545.58 822.18 1543.48 Q824.518 1541.37 824.518 1537.76 Q824.518 1534.15 822.18 1532.04 Q819.842 1529.94 815.837 1529.94 Q813.962 1529.94 812.087 1530.35 Q810.235 1530.77 808.291 1531.65 L808.291 1514.29 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M1130.73 1517.37 Q1127.12 1517.37 1125.29 1520.93 Q1123.49 1524.47 1123.49 1531.6 Q1123.49 1538.71 1125.29 1542.27 Q1127.12 1545.82 1130.73 1545.82 Q1134.36 1545.82 1136.17 1542.27 Q1138 1538.71 1138 1531.6 Q1138 1524.47 1136.17 1520.93 Q1134.36 1517.37 1130.73 1517.37 M1130.73 1513.66 Q1136.54 1513.66 1139.6 1518.27 Q1142.67 1522.85 1142.67 1531.6 Q1142.67 1540.33 1139.6 1544.94 Q1136.54 1549.52 1130.73 1549.52 Q1124.92 1549.52 1121.84 1544.94 Q1118.79 1540.33 1118.79 1531.6 Q1118.79 1522.85 1121.84 1518.27 Q1124.92 1513.66 1130.73 1513.66 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M1150.89 1542.97 L1155.78 1542.97 L1155.78 1548.85 L1150.89 1548.85 L1150.89 1542.97 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M1175.96 1517.37 Q1172.35 1517.37 1170.52 1520.93 Q1168.72 1524.47 1168.72 1531.6 Q1168.72 1538.71 1170.52 1542.27 Q1172.35 1545.82 1175.96 1545.82 Q1179.6 1545.82 1181.4 1542.27 Q1183.23 1538.71 1183.23 1531.6 Q1183.23 1524.47 1181.4 1520.93 Q1179.6 1517.37 1175.96 1517.37 M1175.96 1513.66 Q1181.77 1513.66 1184.83 1518.27 Q1187.91 1522.85 1187.91 1531.6 Q1187.91 1540.33 1184.83 1544.94 Q1181.77 1549.52 1175.96 1549.52 Q1170.15 1549.52 1167.07 1544.94 Q1164.02 1540.33 1164.02 1531.6 Q1164.02 1522.85 1167.07 1518.27 Q1170.15 1513.66 1175.96 1513.66 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M1502.21 1544.91 L1518.53 1544.91 L1518.53 1548.85 L1496.58 1548.85 L1496.58 1544.91 Q1499.25 1542.16 1503.83 1537.53 Q1508.44 1532.88 1509.62 1531.53 Q1511.86 1529.01 1512.74 1527.27 Q1513.64 1525.51 1513.64 1523.82 Q1513.64 1521.07 1511.7 1519.33 Q1509.78 1517.6 1506.68 1517.6 Q1504.48 1517.6 1502.02 1518.36 Q1499.59 1519.13 1496.82 1520.68 L1496.82 1515.95 Q1499.64 1514.82 1502.09 1514.24 Q1504.55 1513.66 1506.58 1513.66 Q1511.95 1513.66 1515.15 1516.35 Q1518.34 1519.03 1518.34 1523.52 Q1518.34 1525.65 1517.53 1527.57 Q1516.75 1529.47 1514.64 1532.07 Q1514.06 1532.74 1510.96 1535.95 Q1507.86 1539.15 1502.21 1544.91 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M1528.34 1542.97 L1533.23 1542.97 L1533.23 1548.85 L1528.34 1548.85 L1528.34 1542.97 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M1543.46 1514.29 L1561.81 1514.29 L1561.81 1518.22 L1547.74 1518.22 L1547.74 1526.7 Q1548.76 1526.35 1549.78 1526.19 Q1550.8 1526 1551.81 1526 Q1557.6 1526 1560.98 1529.17 Q1564.36 1532.34 1564.36 1537.76 Q1564.36 1543.34 1560.89 1546.44 Q1557.42 1549.52 1551.1 1549.52 Q1548.92 1549.52 1546.65 1549.15 Q1544.41 1548.78 1542 1548.04 L1542 1543.34 Q1544.08 1544.47 1546.31 1545.03 Q1548.53 1545.58 1551 1545.58 Q1555.01 1545.58 1557.35 1543.48 Q1559.69 1541.37 1559.69 1537.76 Q1559.69 1534.15 1557.35 1532.04 Q1555.01 1529.94 1551 1529.94 Q1549.13 1529.94 1547.25 1530.35 Q1545.4 1530.77 1543.46 1531.65 L1543.46 1514.29 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M1874.76 1514.29 L1893.12 1514.29 L1893.12 1518.22 L1879.05 1518.22 L1879.05 1526.7 Q1880.06 1526.35 1881.08 1526.19 Q1882.1 1526 1883.12 1526 Q1888.91 1526 1892.29 1529.17 Q1895.67 1532.34 1895.67 1537.76 Q1895.67 1543.34 1892.19 1546.44 Q1888.72 1549.52 1882.4 1549.52 Q1880.23 1549.52 1877.96 1549.15 Q1875.71 1548.78 1873.31 1548.04 L1873.31 1543.34 Q1875.39 1544.47 1877.61 1545.03 Q1879.83 1545.58 1882.31 1545.58 Q1886.31 1545.58 1888.65 1543.48 Q1890.99 1541.37 1890.99 1537.76 Q1890.99 1534.15 1888.65 1532.04 Q1886.31 1529.94 1882.31 1529.94 Q1880.43 1529.94 1878.56 1530.35 Q1876.71 1530.77 1874.76 1531.65 L1874.76 1514.29 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M1904.88 1542.97 L1909.76 1542.97 L1909.76 1548.85 L1904.88 1548.85 L1904.88 1542.97 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M1929.95 1517.37 Q1926.34 1517.37 1924.51 1520.93 Q1922.7 1524.47 1922.7 1531.6 Q1922.7 1538.71 1924.51 1542.27 Q1926.34 1545.82 1929.95 1545.82 Q1933.58 1545.82 1935.39 1542.27 Q1937.22 1538.71 1937.22 1531.6 Q1937.22 1524.47 1935.39 1520.93 Q1933.58 1517.37 1929.95 1517.37 M1929.95 1513.66 Q1935.76 1513.66 1938.81 1518.27 Q1941.89 1522.85 1941.89 1531.6 Q1941.89 1540.33 1938.81 1544.94 Q1935.76 1549.52 1929.95 1549.52 Q1924.14 1549.52 1921.06 1544.94 Q1918 1540.33 1918 1531.6 Q1918 1522.85 1921.06 1518.27 Q1924.14 1513.66 1929.95 1513.66 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><polyline clip-path=\"url(#clip002)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"193.936,1332.57 2112.76,1332.57 \"\/>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"193.936,1049.71 2112.76,1049.71 \"\/>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"193.936,766.846 2112.76,766.846 \"\/>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"193.936,483.984 2112.76,483.984 \"\/>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"193.936,201.121 2112.76,201.121 \"\/>\n<polyline clip-path=\"url(#clip000)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"193.936,1486.45 193.936,47.2441 \"\/>\n<polyline clip-path=\"url(#clip000)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"193.936,1332.57 210.733,1332.57 \"\/>\n<polyline clip-path=\"url(#clip000)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"193.936,1049.71 210.733,1049.71 \"\/>\n<polyline clip-path=\"url(#clip000)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"193.936,766.846 210.733,766.846 \"\/>\n<polyline clip-path=\"url(#clip000)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"193.936,483.984 210.733,483.984 \"\/>\n<polyline clip-path=\"url(#clip000)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"193.936,201.121 210.733,201.121 \"\/>\n<path clip-path=\"url(#clip000)\" d=\"M50.9921 1333.02 L80.6679 1333.02 L80.6679 1336.96 L50.9921 1336.96 L50.9921 1333.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M90.8067 1315.29 L109.163 1315.29 L109.163 1319.23 L95.0891 1319.23 L95.0891 1327.7 Q96.1076 1327.35 97.1261 1327.19 Q98.1447 1327 99.1632 1327 Q104.95 1327 108.33 1330.17 Q111.709 1333.35 111.709 1338.76 Q111.709 1344.34 108.237 1347.44 Q104.765 1350.52 98.4456 1350.52 Q96.2697 1350.52 94.0012 1350.15 Q91.7558 1349.78 89.3484 1349.04 L89.3484 1344.34 Q91.4317 1345.48 93.6539 1346.03 Q95.8761 1346.59 98.353 1346.59 Q102.358 1346.59 104.696 1344.48 Q107.033 1342.37 107.033 1338.76 Q107.033 1335.15 104.696 1333.05 Q102.358 1330.94 98.353 1330.94 Q96.478 1330.94 94.603 1331.36 Q92.7512 1331.77 90.8067 1332.65 L90.8067 1315.29 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M120.922 1343.97 L125.807 1343.97 L125.807 1349.85 L120.922 1349.85 L120.922 1343.97 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M145.992 1318.37 Q142.381 1318.37 140.552 1321.93 Q138.746 1325.48 138.746 1332.61 Q138.746 1339.71 140.552 1343.28 Q142.381 1346.82 145.992 1346.82 Q149.626 1346.82 151.431 1343.28 Q153.26 1339.71 153.26 1332.61 Q153.26 1325.48 151.431 1321.93 Q149.626 1318.37 145.992 1318.37 M145.992 1314.67 Q151.802 1314.67 154.857 1319.27 Q157.936 1323.86 157.936 1332.61 Q157.936 1341.33 154.857 1345.94 Q151.802 1350.52 145.992 1350.52 Q140.181 1350.52 137.103 1345.94 Q134.047 1341.33 134.047 1332.61 Q134.047 1323.86 137.103 1319.27 Q140.181 1314.67 145.992 1314.67 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M51.9875 1050.16 L81.6633 1050.16 L81.6633 1054.09 L51.9875 1054.09 L51.9875 1050.16 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M95.7836 1063.05 L112.103 1063.05 L112.103 1066.99 L90.1586 1066.99 L90.1586 1063.05 Q92.8206 1060.3 97.4039 1055.67 Q102.01 1051.02 103.191 1049.67 Q105.436 1047.15 106.316 1045.41 Q107.219 1043.66 107.219 1041.97 Q107.219 1039.21 105.274 1037.47 Q103.353 1035.74 100.251 1035.74 Q98.0521 1035.74 95.5984 1036.5 Q93.1678 1037.27 90.3901 1038.82 L90.3901 1034.1 Q93.2141 1032.96 95.6678 1032.38 Q98.1215 1031.8 100.159 1031.8 Q105.529 1031.8 108.723 1034.49 Q111.918 1037.17 111.918 1041.66 Q111.918 1043.79 111.108 1045.72 Q110.321 1047.61 108.214 1050.21 Q107.635 1050.88 104.534 1054.09 Q101.432 1057.29 95.7836 1063.05 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M121.918 1061.11 L126.802 1061.11 L126.802 1066.99 L121.918 1066.99 L121.918 1061.11 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M137.033 1032.43 L155.39 1032.43 L155.39 1036.36 L141.316 1036.36 L141.316 1044.84 Q142.334 1044.49 143.353 1044.33 Q144.371 1044.14 145.39 1044.14 Q151.177 1044.14 154.556 1047.31 Q157.936 1050.48 157.936 1055.9 Q157.936 1061.48 154.464 1064.58 Q150.992 1067.66 144.672 1067.66 Q142.496 1067.66 140.228 1067.29 Q137.982 1066.92 135.575 1066.18 L135.575 1061.48 Q137.658 1062.61 139.881 1063.17 Q142.103 1063.72 144.58 1063.72 Q148.584 1063.72 150.922 1061.62 Q153.26 1059.51 153.26 1055.9 Q153.26 1052.29 150.922 1050.18 Q148.584 1048.08 144.58 1048.08 Q142.705 1048.08 140.83 1048.49 Q138.978 1048.91 137.033 1049.79 L137.033 1032.43 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M100.76 752.645 Q97.1493 752.645 95.3206 756.209 Q93.515 759.751 93.515 766.881 Q93.515 773.987 95.3206 777.552 Q97.1493 781.094 100.76 781.094 Q104.395 781.094 106.2 777.552 Q108.029 773.987 108.029 766.881 Q108.029 759.751 106.2 756.209 Q104.395 752.645 100.76 752.645 M100.76 748.941 Q106.571 748.941 109.626 753.547 Q112.705 758.131 112.705 766.881 Q112.705 775.608 109.626 780.214 Q106.571 784.797 100.76 784.797 Q94.9502 784.797 91.8715 780.214 Q88.816 775.608 88.816 766.881 Q88.816 758.131 91.8715 753.547 Q94.9502 748.941 100.76 748.941 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M120.922 778.246 L125.807 778.246 L125.807 784.126 L120.922 784.126 L120.922 778.246 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M145.992 752.645 Q142.381 752.645 140.552 756.209 Q138.746 759.751 138.746 766.881 Q138.746 773.987 140.552 777.552 Q142.381 781.094 145.992 781.094 Q149.626 781.094 151.431 777.552 Q153.26 773.987 153.26 766.881 Q153.26 759.751 151.431 756.209 Q149.626 752.645 145.992 752.645 M145.992 748.941 Q151.802 748.941 154.857 753.547 Q157.936 758.131 157.936 766.881 Q157.936 775.608 154.857 780.214 Q151.802 784.797 145.992 784.797 Q140.181 784.797 137.103 780.214 Q134.047 775.608 134.047 766.881 Q134.047 758.131 137.103 753.547 Q140.181 748.941 145.992 748.941 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M95.7836 497.328 L112.103 497.328 L112.103 501.264 L90.1586 501.264 L90.1586 497.328 Q92.8206 494.574 97.4039 489.944 Q102.01 485.291 103.191 483.949 Q105.436 481.426 106.316 479.69 Q107.219 477.93 107.219 476.241 Q107.219 473.486 105.274 471.75 Q103.353 470.014 100.251 470.014 Q98.0521 470.014 95.5984 470.778 Q93.1678 471.542 90.3901 473.092 L90.3901 468.37 Q93.2141 467.236 95.6678 466.657 Q98.1215 466.079 100.159 466.079 Q105.529 466.079 108.723 468.764 Q111.918 471.449 111.918 475.94 Q111.918 478.069 111.108 479.991 Q110.321 481.889 108.214 484.481 Q107.635 485.153 104.534 488.37 Q101.432 491.565 95.7836 497.328 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M121.918 495.384 L126.802 495.384 L126.802 501.264 L121.918 501.264 L121.918 495.384 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M137.033 466.704 L155.39 466.704 L155.39 470.639 L141.316 470.639 L141.316 479.111 Q142.334 478.764 143.353 478.602 Q144.371 478.417 145.39 478.417 Q151.177 478.417 154.556 481.588 Q157.936 484.759 157.936 490.176 Q157.936 495.754 154.464 498.856 Q150.992 501.935 144.672 501.935 Q142.496 501.935 140.228 501.565 Q137.982 501.194 135.575 500.453 L135.575 495.754 Q137.658 496.889 139.881 497.444 Q142.103 498 144.58 498 Q148.584 498 150.922 495.893 Q153.26 493.787 153.26 490.176 Q153.26 486.565 150.922 484.458 Q148.584 482.352 144.58 482.352 Q142.705 482.352 140.83 482.768 Q138.978 483.185 137.033 484.065 L137.033 466.704 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M90.8067 183.841 L109.163 183.841 L109.163 187.776 L95.0891 187.776 L95.0891 196.249 Q96.1076 195.901 97.1261 195.739 Q98.1447 195.554 99.1632 195.554 Q104.95 195.554 108.33 198.725 Q111.709 201.897 111.709 207.313 Q111.709 212.892 108.237 215.994 Q104.765 219.073 98.4456 219.073 Q96.2697 219.073 94.0012 218.702 Q91.7558 218.332 89.3484 217.591 L89.3484 212.892 Q91.4317 214.026 93.6539 214.582 Q95.8761 215.137 98.353 215.137 Q102.358 215.137 104.696 213.031 Q107.033 210.924 107.033 207.313 Q107.033 203.702 104.696 201.596 Q102.358 199.489 98.353 199.489 Q96.478 199.489 94.603 199.906 Q92.7512 200.323 90.8067 201.202 L90.8067 183.841 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M120.922 212.522 L125.807 212.522 L125.807 218.401 L120.922 218.401 L120.922 212.522 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M145.992 186.92 Q142.381 186.92 140.552 190.485 Q138.746 194.026 138.746 201.156 Q138.746 208.262 140.552 211.827 Q142.381 215.369 145.992 215.369 Q149.626 215.369 151.431 211.827 Q153.26 208.262 153.26 201.156 Q153.26 194.026 151.431 190.485 Q149.626 186.92 145.992 186.92 M145.992 183.216 Q151.802 183.216 154.857 187.823 Q157.936 192.406 157.936 201.156 Q157.936 209.883 154.857 214.489 Q151.802 219.073 145.992 219.073 Q140.181 219.073 137.103 214.489 Q134.047 209.883 134.047 201.156 Q134.047 192.406 137.103 187.823 Q140.181 183.216 145.992 183.216 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><circle clip-path=\"url(#clip002)\" cx=\"1622.4\" cy=\"667.79\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1507.97\" cy=\"442.563\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1888.68\" cy=\"282.259\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1238.89\" cy=\"443.504\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1582\" cy=\"703.733\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1662.92\" cy=\"503.695\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1798.73\" cy=\"647.101\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1885.29\" cy=\"379.898\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1764.89\" cy=\"244.582\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1701.26\" cy=\"540.439\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1613.47\" cy=\"533.091\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1592.87\" cy=\"441.088\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1711.68\" cy=\"222.338\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1299.32\" cy=\"699.357\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1776.38\" cy=\"525.652\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1819.72\" cy=\"708.684\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1317.72\" cy=\"641.698\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1871.25\" cy=\"439.456\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1618.64\" cy=\"673.018\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1688.78\" cy=\"454.803\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"936.469\" cy=\"1036.83\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"711.247\" cy=\"888.179\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"724.798\" cy=\"863.67\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"584.178\" cy=\"921.922\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"442.836\" cy=\"1057.25\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1019.17\" cy=\"1107.77\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"909.74\" cy=\"957.821\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"862.59\" cy=\"1200.18\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"507.695\" cy=\"995.692\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1040.99\" cy=\"1323.29\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"603.999\" cy=\"1021.7\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"774.766\" cy=\"1304.33\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"555.339\" cy=\"1305.4\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"466.301\" cy=\"1037.06\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"542.1\" cy=\"1120.63\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"416.871\" cy=\"1252.95\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"533.568\" cy=\"1125.89\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"880.489\" cy=\"1115.36\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"796.007\" cy=\"1174.16\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"525.817\" cy=\"883.035\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1525.63\" cy=\"1110.28\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1814.86\" cy=\"1005.33\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1748.56\" cy=\"1022.93\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1781.21\" cy=\"1078\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1667.85\" cy=\"1067.35\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1469.47\" cy=\"1077.11\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1621.16\" cy=\"1296.56\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1408.88\" cy=\"1300.73\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1899.45\" cy=\"1254.11\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1451.47\" cy=\"898.944\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1446.78\" cy=\"915.258\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1302.42\" cy=\"930.368\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1324.99\" cy=\"1292.56\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1842.56\" cy=\"1256.18\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1511.77\" cy=\"1085.72\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1904.08\" cy=\"1234.58\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1562.03\" cy=\"1010.04\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1793.53\" cy=\"1182.41\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1834.05\" cy=\"1197.82\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1296.44\" cy=\"983.782\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"821.649\" cy=\"467.641\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"669.872\" cy=\"392.78\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"909.758\" cy=\"580.946\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"1059.7\" cy=\"489.39\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"440.857\" cy=\"344.353\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"573.127\" cy=\"493.872\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"709.92\" cy=\"438.129\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"961.045\" cy=\"528.24\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"799.22\" cy=\"465.888\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"632.867\" cy=\"675.291\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"918.41\" cy=\"310.53\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"543.485\" cy=\"430.492\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"802.58\" cy=\"343.51\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"928.903\" cy=\"373.866\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"470.949\" cy=\"479.009\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"925.543\" cy=\"669.281\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"981.897\" cy=\"325.564\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"663.142\" cy=\"639.715\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"937.783\" cy=\"415.003\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip002)\" cx=\"527.156\" cy=\"246.63\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#090621; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"248.242,825.683 323.668,825.352 399.093,824.898 474.518,824.264 545.146,823.418 549.943,822.55 625.369,808.482 700.794,797.589 776.219,789.382 851.645,783.393 927.07,779.287 1002.5,777.877 1075.26,823.418 1077.92,823.979 1153.35,826.978 1192.56,823.418 1153.35,819.921 1082.93,766.846 1081.28,710.274 1077.92,703.718 1014.87,653.701 1008.17,597.129 1007.33,540.556 1002.5,497.843 984.946,483.984 934.904,427.411 932.532,370.839 930.852,314.266 927.07,305.386 867.318,257.694 857.796,201.121 856.641,144.549 851.645,105.901 828.982,87.9763 \"\/>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#1f0c47; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"854.941,87.9763 862.045,144.549 863.971,201.121 882.999,257.694 927.07,292.87 936.182,314.266 938.088,370.839 942.74,427.411 1002.5,479.244 1006.35,483.984 1012.52,540.556 1013.86,597.129 1027.24,653.701 1077.92,693.901 1086.31,710.274 1088.01,766.846 1153.35,816.094 1228.77,822.772 1248.26,823.418 1304.2,834.284 1375.59,823.418 1379.62,823.313 1455.05,821.398 1530.47,820.01 1605.9,819.024 1681.32,818.319 1756.75,817.811 1832.17,817.438 1907.6,817.162 1983.02,816.955 2058.45,816.797 \"\/>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#090621; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2058.45,820.486 1983.02,820.654 1907.6,820.876 1832.17,821.171 1756.75,821.57 1681.32,822.115 1605.9,822.871 1566.51,823.418 1530.47,830.608 1455.05,843.605 1379.62,852.866 1304.2,858.487 1228.77,853.81 1224.95,879.991 1226.98,936.563 1228.77,979.069 1238.38,993.136 1281.89,1049.71 1297.72,1106.28 1300.4,1162.85 1301.51,1219.43 1304.2,1258.61 1321.1,1276 1367.54,1332.57 1374.98,1389.14 1377.02,1445.72 \"\/>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#1f0c47; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1371.7,1445.72 1368.66,1389.14 1352.51,1332.57 1304.2,1286.82 1300.27,1276 1296.54,1219.43 1295.13,1162.85 1289.41,1106.28 1254.16,1049.71 1228.77,1020.88 1224.29,993.136 1222.01,936.563 1219.69,879.991 1153.35,830.874 1077.92,827.716 1057.51,823.418 1002.5,788.986 927.07,791.853 851.645,800.107 776.219,812.14 719.874,823.418 700.794,824.089 625.369,825.909 549.943,827.136 474.518,827.98 399.093,828.572 323.668,828.995 248.242,829.305 \"\/>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#3b0964; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"248.242,832.926 323.668,832.639 399.093,832.245 474.518,831.696 549.943,830.913 625.369,829.773 700.794,828.083 776.219,825.532 818.532,823.418 851.645,816.821 927.07,804.419 1002.5,800.096 1039.76,823.418 1077.92,831.452 1153.35,834.77 1214.42,879.991 1217.04,936.563 1219.2,993.136 1228.28,1049.71 1228.77,1050.46 1281.1,1106.28 1289.87,1162.85 1291.57,1219.43 1295.1,1276 1304.2,1301.05 1337.48,1332.57 1362.34,1389.14 1366.38,1445.72 \"\/>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#550f6d; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1361.06,1445.72 1356.02,1389.14 1322.46,1332.57 1304.2,1315.28 1289.93,1276 1286.6,1219.43 1284.6,1162.85 1272.8,1106.28 1228.77,1059.32 1222.51,1049.71 1214.11,993.136 1212.06,936.563 1209.16,879.991 1153.35,838.665 1077.92,835.188 1022.01,823.418 1002.5,811.206 927.07,816.985 892.505,823.418 851.645,826.135 776.219,829.722 700.794,832.076 625.369,833.637 549.943,834.689 474.518,835.412 399.093,835.919 323.668,836.283 248.242,836.548 \"\/>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#6e186e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"248.242,840.17 323.668,839.926 399.093,839.593 474.518,839.128 549.943,838.465 625.369,837.501 700.794,836.07 776.219,833.912 851.645,830.624 927.07,825.822 989.741,823.418 1002.5,822.315 1004.26,823.418 1077.92,838.924 1153.35,842.561 1203.9,879.991 1207.09,936.563 1209.02,993.136 1216.73,1049.71 1228.77,1068.18 1264.49,1106.28 1279.33,1162.85 1281.62,1219.43 1284.76,1276 1304.2,1329.51 1307.43,1332.57 1349.7,1389.14 1355.74,1445.72 \"\/>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#88216a; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1350.41,1445.72 1343.38,1389.14 1304.2,1338.92 1298.66,1332.57 1279.59,1276 1276.65,1219.43 1274.07,1162.85 1256.19,1106.28 1228.77,1077.04 1210.96,1049.71 1203.93,993.136 1202.12,936.563 1198.64,879.991 1153.35,846.457 1077.92,842.66 1002.5,828.094 927.07,830.747 851.645,835.113 776.219,838.102 700.794,840.064 625.369,841.365 549.943,842.241 474.518,842.844 399.093,843.267 323.668,843.57 248.242,843.792 \"\/>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#a12b61; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"248.242,847.413 323.668,847.214 399.093,846.941 474.518,846.56 549.943,846.018 625.369,845.228 700.794,844.058 776.219,842.292 851.645,839.602 927.07,835.673 1002.5,833.285 1077.92,846.397 1153.35,850.353 1193.38,879.991 1197.15,936.563 1198.84,993.136 1205.18,1049.71 1228.77,1085.9 1247.88,1106.28 1268.8,1162.85 1271.68,1219.43 1274.42,1276 1291.59,1332.57 1304.2,1347.02 1337.06,1389.14 1345.09,1445.72 \"\/>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#ba3655; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1339.77,1445.72 1330.75,1389.14 1304.2,1355.12 1284.53,1332.57 1269.25,1276 1266.7,1219.43 1263.54,1162.85 1239.57,1106.28 1228.77,1094.76 1199.4,1049.71 1193.75,993.136 1192.17,936.563 1188.12,879.991 1153.35,854.248 1077.92,850.133 1002.5,838.476 927.07,840.598 851.645,844.091 776.219,846.482 700.794,848.052 625.369,849.092 549.943,849.794 474.518,850.276 399.093,850.615 323.668,850.858 248.242,851.035 \"\/>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#d04544; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"248.242,854.657 323.668,854.501 399.093,854.289 474.518,853.992 549.943,853.57 625.369,852.956 700.794,852.046 776.219,850.672 851.645,848.58 927.07,845.524 1002.5,843.667 1077.92,853.869 1153.35,858.144 1182.85,879.991 1187.2,936.563 1188.66,993.136 1193.63,1049.71 1228.77,1103.62 1231.27,1106.28 1258.27,1162.85 1261.73,1219.43 1264.08,1276 1277.47,1332.57 1304.2,1363.22 1324.43,1389.14 1334.45,1445.72 \"\/>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#e35832; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1329.13,1445.72 1318.11,1389.14 1304.2,1371.32 1270.41,1332.57 1258.92,1276 1256.76,1219.43 1253,1162.85 1228.77,1113.75 1220.88,1106.28 1187.85,1049.71 1183.58,993.136 1182.23,936.563 1177.59,879.991 1153.35,862.04 1077.92,857.605 1002.5,848.858 927.07,850.449 851.645,853.069 776.219,854.862 700.794,856.039 625.369,856.82 549.943,857.346 474.518,857.708 399.093,857.963 323.668,858.145 248.242,858.278 \"\/>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#f0701e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"248.242,861.9 323.668,861.789 399.093,861.637 474.518,861.425 549.943,861.123 625.369,860.684 700.794,860.033 776.219,859.052 851.645,857.557 927.07,855.375 1002.5,854.049 1077.92,861.341 1153.35,865.935 1172.33,879.991 1177.25,936.563 1178.49,993.136 1182.08,1049.71 1209.6,1106.28 1228.77,1124.42 1247.74,1162.85 1251.79,1219.43 1253.75,1276 1263.35,1332.57 1304.2,1379.41 1311.79,1389.14 1323.81,1445.72 \"\/>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#f98c09; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1318.49,1445.72 1305.47,1389.14 1304.2,1387.51 1256.29,1332.57 1248.58,1276 1246.81,1219.43 1242.47,1162.85 1228.77,1135.09 1198.31,1106.28 1176.3,1049.71 1173.4,993.136 1172.28,936.563 1167.07,879.991 1153.35,869.831 1077.92,865.078 1002.5,859.24 927.07,860.3 851.645,862.046 776.219,863.242 700.794,864.027 625.369,864.548 549.943,864.899 474.518,865.141 399.093,865.31 323.668,865.432 248.242,865.522 \"\/>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#fbaa0e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"248.242,869.144 323.668,869.076 399.093,868.984 474.518,868.857 549.943,868.675 625.369,868.411 700.794,868.021 776.219,867.432 851.645,866.535 927.07,865.226 1002.5,864.431 1077.92,868.814 1153.35,873.727 1161.81,879.991 1167.31,936.563 1168.31,993.136 1170.53,1049.71 1187.03,1106.28 1228.77,1145.76 1237.2,1162.85 1241.84,1219.43 1243.41,1276 1249.22,1332.57 1288.02,1389.14 1304.2,1407.33 1313.17,1445.72 \"\/>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#f8c931; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1307.84,1445.72 1304.2,1430.1 1267.77,1389.14 1242.16,1332.57 1238.24,1276 1236.87,1219.43 1231.94,1162.85 1228.77,1156.44 1175.75,1106.28 1164.75,1049.71 1163.22,993.136 1162.34,936.563 1156.54,879.991 1153.35,877.623 1077.92,872.55 1002.5,869.622 927.07,870.151 851.645,871.024 776.219,871.622 700.794,872.015 625.369,872.275 549.943,872.451 474.518,872.573 399.093,872.658 323.668,872.72 248.242,872.765 \"\/>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#f1e864; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"248.242,876.387 323.668,876.364 399.093,876.332 474.518,876.289 549.943,876.228 625.369,876.139 700.794,876.009 776.219,875.812 851.645,875.513 927.07,875.077 1002.5,874.813 1077.92,876.286 1131.97,879.991 1153.35,898.474 1157.36,936.563 1158.13,993.136 1158.97,1049.71 1164.47,1106.28 1207.12,1162.85 1228.77,1184.82 1231.89,1219.43 1233.07,1276 1235.1,1332.57 1247.51,1389.14 1285.32,1445.72 \"\/>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#3b0964; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2058.45,813.109 1983.02,813.256 1907.6,813.449 1832.17,813.706 1756.75,814.052 1681.32,814.524 1605.9,815.177 1530.47,816.091 1455.05,817.378 1379.62,819.152 1304.2,821.042 1228.77,818.641 1153.35,812.267 1093.09,766.846 1091.34,710.274 1077.92,684.085 1039.62,653.701 1019.55,597.129 1017.71,540.556 1011.87,483.984 1002.5,472.447 950.576,427.411 943.645,370.839 941.512,314.266 927.07,280.353 898.681,257.694 870.146,201.121 867.449,144.549 860.713,87.9763 \"\/>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#550f6d; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"866.485,87.9763 872.853,144.549 876.32,201.121 914.362,257.694 927.07,267.837 946.842,314.266 949.201,370.839 958.412,427.411 1002.5,465.65 1017.4,483.984 1022.89,540.556 1025.24,597.129 1051.99,653.701 1077.92,674.269 1096.38,710.274 1098.16,766.846 1153.35,808.44 1228.77,814.51 1304.2,816.73 1379.62,814.991 1455.05,813.357 1530.47,812.172 1605.9,811.33 1681.32,810.728 1756.75,810.293 1832.17,809.973 1907.6,809.736 1983.02,809.557 2058.45,809.42 \"\/>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#6e186e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2058.45,805.732 1983.02,805.858 1907.6,806.023 1832.17,806.241 1756.75,806.534 1681.32,806.932 1605.9,807.483 1530.47,808.254 1455.05,809.337 1379.62,810.83 1304.2,812.418 1228.77,810.378 1153.35,804.612 1103.24,766.846 1101.41,710.274 1077.92,664.453 1064.37,653.701 1030.93,597.129 1028.08,540.556 1022.93,483.984 1002.5,458.853 966.248,427.411 954.758,370.839 952.172,314.266 928.516,257.694 927.07,256.246 882.495,201.121 878.256,144.549 872.257,87.9763 \"\/>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#88216a; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"878.029,87.9763 883.66,144.549 888.67,201.121 927.07,248.61 936.143,257.694 957.502,314.266 960.314,370.839 974.084,427.411 1002.5,452.056 1028.45,483.984 1033.27,540.556 1036.62,597.129 1076.74,653.701 1077.92,654.637 1106.44,710.274 1108.32,766.846 1153.35,800.785 1228.77,806.247 1304.2,808.106 1379.62,806.669 1455.05,805.316 1530.47,804.335 1605.9,803.637 1681.32,803.137 1756.75,802.775 1832.17,802.509 1907.6,802.31 1983.02,802.159 2058.45,802.043 \"\/>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#a12b61; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2058.45,798.355 1983.02,798.461 1907.6,798.597 1832.17,798.776 1756.75,799.016 1681.32,799.341 1605.9,799.79 1530.47,800.416 1455.05,801.296 1379.62,802.508 1304.2,803.794 1228.77,802.116 1153.35,796.958 1113.4,766.846 1111.47,710.274 1085.24,653.701 1077.92,646.554 1042.32,597.129 1038.45,540.556 1033.98,483.984 1002.5,445.259 981.92,427.411 965.87,370.839 962.832,314.266 943.769,257.694 927.07,240.974 894.844,201.121 889.064,144.549 883.8,87.9763 \"\/>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#ba3655; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"889.572,87.9763 894.468,144.549 901.019,201.121 927.07,233.338 951.396,257.694 968.162,314.266 971.427,370.839 989.756,427.411 1002.5,438.461 1039.51,483.984 1043.64,540.556 1048.01,597.129 1077.92,638.655 1093.34,653.701 1116.5,710.274 1118.47,766.846 1153.35,793.13 1228.77,797.984 1304.2,799.482 1379.62,798.347 1455.05,797.275 1530.47,796.497 1605.9,795.943 1681.32,795.545 1756.75,795.257 1832.17,795.044 1907.6,794.884 1983.02,794.762 2058.45,794.666 \"\/>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#d04544; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2058.45,790.978 1983.02,791.063 1907.6,791.171 1832.17,791.311 1756.75,791.498 1681.32,791.75 1605.9,792.096 1530.47,792.578 1455.05,793.255 1379.62,794.186 1304.2,795.17 1228.77,793.853 1153.35,789.303 1123.55,766.846 1121.53,710.274 1101.43,653.701 1077.92,630.755 1053.7,597.129 1048.83,540.556 1045.03,483.984 1002.5,431.664 997.592,427.411 976.983,370.839 973.492,314.266 959.023,257.694 927.07,225.702 907.193,201.121 899.871,144.549 895.344,87.9763 \"\/>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#e35832; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"901.116,87.9763 905.275,144.549 913.368,201.121 927.07,218.066 966.649,257.694 978.822,314.266 982.54,370.839 1002.5,422.072 1007.67,427.411 1050.56,483.984 1054.01,540.556 1059.39,597.129 1077.92,622.855 1109.53,653.701 1126.56,710.274 1128.63,766.846 1153.35,785.476 1228.77,789.722 1304.2,790.858 1379.62,790.025 1455.05,789.235 1530.47,788.66 1605.9,788.249 1681.32,787.954 1756.75,787.739 1832.17,787.579 1907.6,787.458 1983.02,787.364 2058.45,787.289 \"\/>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#f0701e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2058.45,783.601 1983.02,783.665 1907.6,783.744 1832.17,783.846 1756.75,783.98 1681.32,784.158 1605.9,784.402 1530.47,784.741 1455.05,785.214 1379.62,785.864 1304.2,786.546 1228.77,785.59 1153.35,781.649 1133.71,766.846 1131.6,710.274 1117.62,653.701 1077.92,614.955 1065.08,597.129 1059.2,540.556 1056.09,483.984 1021.49,427.411 1002.5,407.807 988.096,370.839 984.152,314.266 974.276,257.694 927.07,210.43 919.543,201.121 910.679,144.549 906.888,87.9763 \"\/>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#f98c09; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"912.66,87.9763 916.083,144.549 925.717,201.121 927.07,202.794 981.903,257.694 989.482,314.266 993.652,370.839 1002.5,393.542 1035.31,427.411 1061.61,483.984 1064.39,540.556 1070.77,597.129 1077.92,607.056 1125.72,653.701 1136.63,710.274 1138.78,766.846 1153.35,777.821 1228.77,781.459 1304.2,782.234 1379.62,781.702 1455.05,781.194 1530.47,780.822 1605.9,780.556 1681.32,780.363 1756.75,780.221 1832.17,780.114 1907.6,780.031 1983.02,779.966 2058.45,779.913 \"\/>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#fbaa0e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2058.45,776.224 1983.02,776.267 1907.6,776.318 1832.17,776.381 1756.75,776.462 1681.32,776.567 1605.9,776.709 1530.47,776.903 1455.05,777.173 1379.62,777.541 1304.2,777.922 1228.77,777.328 1153.35,773.994 1143.86,766.846 1141.66,710.274 1133.82,653.701 1077.92,599.156 1076.46,597.129 1069.57,540.556 1067.14,483.984 1049.13,427.411 1002.5,379.276 999.209,370.839 994.812,314.266 989.53,257.694 949.864,201.121 927.07,176.77 921.486,144.549 918.431,87.9763 \"\/>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#f8c931; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"924.203,87.9763 926.89,144.549 927.07,145.588 979.053,201.121 997.156,257.694 1000.14,314.266 1002.5,343.65 1022.24,370.839 1062.95,427.411 1072.66,483.984 1074.76,540.556 1077.92,566.041 1103.44,597.129 1141.91,653.701 1146.69,710.274 1148.94,766.846 1153.35,770.167 1228.77,773.197 1304.2,773.61 1379.62,773.38 1455.05,773.153 1530.47,772.984 1605.9,772.862 1681.32,772.771 1756.75,772.703 1832.17,772.649 1907.6,772.605 1983.02,772.568 2058.45,772.536 \"\/>\n<polyline clip-path=\"url(#clip002)\" style=\"stroke:#f1e864; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2058.45,768.847 1983.02,768.869 1907.6,768.892 1832.17,768.916 1756.75,768.944 1681.32,768.976 1605.9,769.015 1530.47,769.066 1455.05,769.132 1379.62,769.219 1304.2,769.298 1228.77,769.065 1168.25,766.846 1153.35,750.393 1151.72,710.274 1150.01,653.701 1137.76,597.129 1111.81,540.556 1084.66,483.984 1077.92,463.022 1076.78,427.411 1070.56,370.839 1058.02,314.266 1044.44,257.694 1033.98,201.121 1026.67,144.549 1021.2,87.9763 \"\/>\n<defs>\n <clipPath id=\"clip003\">\n <rect x=\"2160\" y=\"47\" width=\"73\" height=\"1440\"\/>\n <\/clipPath>\n<\/defs>\n<polyline clip-path=\"url(#clip003)\" style=\"stroke:#0a0723; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1396.5 2232.76,1396.5 \"\/>\n<polyline clip-path=\"url(#clip003)\" style=\"stroke:#200c4a; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1306.55 2232.76,1306.55 \"\/>\n<polyline clip-path=\"url(#clip003)\" style=\"stroke:#3c0965; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1216.6 2232.76,1216.6 \"\/>\n<polyline clip-path=\"url(#clip003)\" style=\"stroke:#570f6d; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1126.65 2232.76,1126.65 \"\/>\n<polyline clip-path=\"url(#clip003)\" style=\"stroke:#70196e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1036.7 2232.76,1036.7 \"\/>\n<polyline clip-path=\"url(#clip003)\" style=\"stroke:#892269; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,946.746 2232.76,946.746 \"\/>\n<polyline clip-path=\"url(#clip003)\" style=\"stroke:#a32b61; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,856.796 2232.76,856.796 \"\/>\n<polyline clip-path=\"url(#clip003)\" style=\"stroke:#bb3754; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,766.846 2232.76,766.846 \"\/>\n<polyline clip-path=\"url(#clip003)\" style=\"stroke:#d04544; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,676.896 2232.76,676.896 \"\/>\n<polyline clip-path=\"url(#clip003)\" style=\"stroke:#e35832; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,586.946 2232.76,586.946 \"\/>\n<polyline clip-path=\"url(#clip003)\" style=\"stroke:#f0701e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,496.995 2232.76,496.995 \"\/>\n<polyline clip-path=\"url(#clip003)\" style=\"stroke:#f98c09; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,407.045 2232.76,407.045 \"\/>\n<polyline clip-path=\"url(#clip003)\" style=\"stroke:#fbaa0e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,317.095 2232.76,317.095 \"\/>\n<polyline clip-path=\"url(#clip003)\" style=\"stroke:#f8c931; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,227.145 2232.76,227.145 \"\/>\n<polyline clip-path=\"url(#clip003)\" style=\"stroke:#f1e864; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,137.194 2232.76,137.194 \"\/>\n<path clip-path=\"url(#clip000)\" d=\"M2280.7 1334.6 Q2277.09 1334.6 2275.26 1338.17 Q2273.45 1341.71 2273.45 1348.84 Q2273.45 1355.95 2275.26 1359.51 Q2277.09 1363.05 2280.7 1363.05 Q2284.33 1363.05 2286.14 1359.51 Q2287.97 1355.95 2287.97 1348.84 Q2287.97 1341.71 2286.14 1338.17 Q2284.33 1334.6 2280.7 1334.6 M2280.7 1330.9 Q2286.51 1330.9 2289.57 1335.51 Q2292.64 1340.09 2292.64 1348.84 Q2292.64 1357.57 2289.57 1362.17 Q2286.51 1366.76 2280.7 1366.76 Q2274.89 1366.76 2271.81 1362.17 Q2268.76 1357.57 2268.76 1348.84 Q2268.76 1340.09 2271.81 1335.51 Q2274.89 1330.9 2280.7 1330.9 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M2300.86 1360.21 L2305.75 1360.21 L2305.75 1366.09 L2300.86 1366.09 L2300.86 1360.21 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M2316.74 1362.15 L2324.38 1362.15 L2324.38 1335.79 L2316.07 1337.45 L2316.07 1333.19 L2324.33 1331.53 L2329.01 1331.53 L2329.01 1362.15 L2336.65 1362.15 L2336.65 1366.09 L2316.74 1366.09 L2316.74 1362.15 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M2280.7 1187.69 Q2277.09 1187.69 2275.26 1191.26 Q2273.45 1194.8 2273.45 1201.93 Q2273.45 1209.03 2275.26 1212.6 Q2277.09 1216.14 2280.7 1216.14 Q2284.33 1216.14 2286.14 1212.6 Q2287.97 1209.03 2287.97 1201.93 Q2287.97 1194.8 2286.14 1191.26 Q2284.33 1187.69 2280.7 1187.69 M2280.7 1183.99 Q2286.51 1183.99 2289.57 1188.6 Q2292.64 1193.18 2292.64 1201.93 Q2292.64 1210.66 2289.57 1215.26 Q2286.51 1219.85 2280.7 1219.85 Q2274.89 1219.85 2271.81 1215.26 Q2268.76 1210.66 2268.76 1201.93 Q2268.76 1193.18 2271.81 1188.6 Q2274.89 1183.99 2280.7 1183.99 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M2300.86 1213.29 L2305.75 1213.29 L2305.75 1219.17 L2300.86 1219.17 L2300.86 1213.29 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M2319.96 1215.24 L2336.28 1215.24 L2336.28 1219.17 L2314.33 1219.17 L2314.33 1215.24 Q2317 1212.48 2321.58 1207.85 Q2326.19 1203.2 2327.37 1201.86 Q2329.61 1199.34 2330.49 1197.6 Q2331.39 1195.84 2331.39 1194.15 Q2331.39 1191.4 2329.45 1189.66 Q2327.53 1187.92 2324.43 1187.92 Q2322.23 1187.92 2319.77 1188.69 Q2317.34 1189.45 2314.57 1191 L2314.57 1186.28 Q2317.39 1185.15 2319.84 1184.57 Q2322.3 1183.99 2324.33 1183.99 Q2329.7 1183.99 2332.9 1186.67 Q2336.09 1189.36 2336.09 1193.85 Q2336.09 1195.98 2335.28 1197.9 Q2334.5 1199.8 2332.39 1202.39 Q2331.81 1203.06 2328.71 1206.28 Q2325.61 1209.47 2319.96 1215.24 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M2280.7 1040.78 Q2277.09 1040.78 2275.26 1044.34 Q2273.45 1047.89 2273.45 1055.02 Q2273.45 1062.12 2275.26 1065.69 Q2277.09 1069.23 2280.7 1069.23 Q2284.33 1069.23 2286.14 1065.69 Q2287.97 1062.12 2287.97 1055.02 Q2287.97 1047.89 2286.14 1044.34 Q2284.33 1040.78 2280.7 1040.78 M2280.7 1037.08 Q2286.51 1037.08 2289.57 1041.68 Q2292.64 1046.27 2292.64 1055.02 Q2292.64 1063.74 2289.57 1068.35 Q2286.51 1072.93 2280.7 1072.93 Q2274.89 1072.93 2271.81 1068.35 Q2268.76 1063.74 2268.76 1055.02 Q2268.76 1046.27 2271.81 1041.68 Q2274.89 1037.08 2280.7 1037.08 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M2300.86 1066.38 L2305.75 1066.38 L2305.75 1072.26 L2300.86 1072.26 L2300.86 1066.38 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M2330.1 1053.63 Q2333.45 1054.34 2335.33 1056.61 Q2337.23 1058.88 2337.23 1062.22 Q2337.23 1067.33 2333.71 1070.13 Q2330.19 1072.93 2323.71 1072.93 Q2321.53 1072.93 2319.22 1072.49 Q2316.93 1072.08 2314.47 1071.22 L2314.47 1066.71 Q2316.42 1067.84 2318.73 1068.42 Q2321.05 1069 2323.57 1069 Q2327.97 1069 2330.26 1067.26 Q2332.58 1065.53 2332.58 1062.22 Q2332.58 1059.16 2330.42 1057.45 Q2328.29 1055.71 2324.47 1055.71 L2320.45 1055.71 L2320.45 1051.87 L2324.66 1051.87 Q2328.11 1051.87 2329.94 1050.5 Q2331.76 1049.11 2331.76 1046.52 Q2331.76 1043.86 2329.87 1042.45 Q2327.99 1041.01 2324.47 1041.01 Q2322.55 1041.01 2320.35 1041.43 Q2318.15 1041.84 2315.51 1042.72 L2315.51 1038.56 Q2318.18 1037.82 2320.49 1037.45 Q2322.83 1037.08 2324.89 1037.08 Q2330.21 1037.08 2333.32 1039.51 Q2336.42 1041.91 2336.42 1046.03 Q2336.42 1048.9 2334.77 1050.9 Q2333.13 1052.86 2330.1 1053.63 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M2280.7 893.868 Q2277.09 893.868 2275.26 897.432 Q2273.45 900.974 2273.45 908.104 Q2273.45 915.21 2275.26 918.775 Q2277.09 922.316 2280.7 922.316 Q2284.33 922.316 2286.14 918.775 Q2287.97 915.21 2287.97 908.104 Q2287.97 900.974 2286.14 897.432 Q2284.33 893.868 2280.7 893.868 M2280.7 890.164 Q2286.51 890.164 2289.57 894.77 Q2292.64 899.354 2292.64 908.104 Q2292.64 916.83 2289.57 921.437 Q2286.51 926.02 2280.7 926.02 Q2274.89 926.02 2271.81 921.437 Q2268.76 916.83 2268.76 908.104 Q2268.76 899.354 2271.81 894.77 Q2274.89 890.164 2280.7 890.164 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M2300.86 919.469 L2305.75 919.469 L2305.75 925.349 L2300.86 925.349 L2300.86 919.469 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M2328.78 894.863 L2316.97 913.312 L2328.78 913.312 L2328.78 894.863 M2327.55 890.789 L2333.43 890.789 L2333.43 913.312 L2338.36 913.312 L2338.36 917.201 L2333.43 917.201 L2333.43 925.349 L2328.78 925.349 L2328.78 917.201 L2313.18 917.201 L2313.18 912.687 L2327.55 890.789 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M2280.7 746.955 Q2277.09 746.955 2275.26 750.52 Q2273.45 754.062 2273.45 761.191 Q2273.45 768.298 2275.26 771.862 Q2277.09 775.404 2280.7 775.404 Q2284.33 775.404 2286.14 771.862 Q2287.97 768.298 2287.97 761.191 Q2287.97 754.062 2286.14 750.52 Q2284.33 746.955 2280.7 746.955 M2280.7 743.251 Q2286.51 743.251 2289.57 747.858 Q2292.64 752.441 2292.64 761.191 Q2292.64 769.918 2289.57 774.524 Q2286.51 779.108 2280.7 779.108 Q2274.89 779.108 2271.81 774.524 Q2268.76 769.918 2268.76 761.191 Q2268.76 752.441 2271.81 747.858 Q2274.89 743.251 2280.7 743.251 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M2300.86 772.557 L2305.75 772.557 L2305.75 778.436 L2300.86 778.436 L2300.86 772.557 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M2315.98 743.876 L2334.33 743.876 L2334.33 747.812 L2320.26 747.812 L2320.26 756.284 Q2321.28 755.937 2322.3 755.775 Q2323.32 755.589 2324.33 755.589 Q2330.12 755.589 2333.5 758.761 Q2336.88 761.932 2336.88 767.349 Q2336.88 772.927 2333.41 776.029 Q2329.94 779.108 2323.62 779.108 Q2321.44 779.108 2319.17 778.737 Q2316.93 778.367 2314.52 777.626 L2314.52 772.927 Q2316.6 774.061 2318.83 774.617 Q2321.05 775.173 2323.52 775.173 Q2327.53 775.173 2329.87 773.066 Q2332.2 770.96 2332.2 767.349 Q2332.2 763.737 2329.87 761.631 Q2327.53 759.525 2323.52 759.525 Q2321.65 759.525 2319.77 759.941 Q2317.92 760.358 2315.98 761.237 L2315.98 743.876 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M2280.7 600.043 Q2277.09 600.043 2275.26 603.607 Q2273.45 607.149 2273.45 614.279 Q2273.45 621.385 2275.26 624.95 Q2277.09 628.492 2280.7 628.492 Q2284.33 628.492 2286.14 624.95 Q2287.97 621.385 2287.97 614.279 Q2287.97 607.149 2286.14 603.607 Q2284.33 600.043 2280.7 600.043 M2280.7 596.339 Q2286.51 596.339 2289.57 600.945 Q2292.64 605.529 2292.64 614.279 Q2292.64 623.006 2289.57 627.612 Q2286.51 632.195 2280.7 632.195 Q2274.89 632.195 2271.81 627.612 Q2268.76 623.006 2268.76 614.279 Q2268.76 605.529 2271.81 600.945 Q2274.89 596.339 2280.7 596.339 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M2300.86 625.644 L2305.75 625.644 L2305.75 631.524 L2300.86 631.524 L2300.86 625.644 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M2326.51 612.381 Q2323.36 612.381 2321.51 614.533 Q2319.68 616.686 2319.68 620.436 Q2319.68 624.163 2321.51 626.339 Q2323.36 628.492 2326.51 628.492 Q2329.66 628.492 2331.49 626.339 Q2333.34 624.163 2333.34 620.436 Q2333.34 616.686 2331.49 614.533 Q2329.66 612.381 2326.51 612.381 M2335.79 597.728 L2335.79 601.987 Q2334.03 601.154 2332.23 600.714 Q2330.45 600.274 2328.69 600.274 Q2324.06 600.274 2321.6 603.399 Q2319.17 606.524 2318.83 612.844 Q2320.19 610.83 2322.25 609.765 Q2324.31 608.677 2326.79 608.677 Q2332 608.677 2335.01 611.848 Q2338.04 614.996 2338.04 620.436 Q2338.04 625.76 2334.89 628.978 Q2331.74 632.195 2326.51 632.195 Q2320.51 632.195 2317.34 627.612 Q2314.17 623.006 2314.17 614.279 Q2314.17 606.084 2318.06 601.223 Q2321.95 596.339 2328.5 596.339 Q2330.26 596.339 2332.04 596.686 Q2333.85 597.033 2335.79 597.728 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M2280.7 453.13 Q2277.09 453.13 2275.26 456.695 Q2273.45 460.237 2273.45 467.366 Q2273.45 474.473 2275.26 478.038 Q2277.09 481.579 2280.7 481.579 Q2284.33 481.579 2286.14 478.038 Q2287.97 474.473 2287.97 467.366 Q2287.97 460.237 2286.14 456.695 Q2284.33 453.13 2280.7 453.13 M2280.7 449.427 Q2286.51 449.427 2289.57 454.033 Q2292.64 458.616 2292.64 467.366 Q2292.64 476.093 2289.57 480.7 Q2286.51 485.283 2280.7 485.283 Q2274.89 485.283 2271.81 480.7 Q2268.76 476.093 2268.76 467.366 Q2268.76 458.616 2271.81 454.033 Q2274.89 449.427 2280.7 449.427 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M2300.86 478.732 L2305.75 478.732 L2305.75 484.612 L2300.86 484.612 L2300.86 478.732 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M2314.75 450.052 L2336.97 450.052 L2336.97 452.042 L2324.43 484.612 L2319.54 484.612 L2331.35 453.987 L2314.75 453.987 L2314.75 450.052 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M2280.7 306.218 Q2277.09 306.218 2275.26 309.783 Q2273.45 313.324 2273.45 320.454 Q2273.45 327.56 2275.26 331.125 Q2277.09 334.667 2280.7 334.667 Q2284.33 334.667 2286.14 331.125 Q2287.97 327.56 2287.97 320.454 Q2287.97 313.324 2286.14 309.783 Q2284.33 306.218 2280.7 306.218 M2280.7 302.514 Q2286.51 302.514 2289.57 307.121 Q2292.64 311.704 2292.64 320.454 Q2292.64 329.181 2289.57 333.787 Q2286.51 338.37 2280.7 338.37 Q2274.89 338.37 2271.81 333.787 Q2268.76 329.181 2268.76 320.454 Q2268.76 311.704 2271.81 307.121 Q2274.89 302.514 2280.7 302.514 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M2300.86 331.82 L2305.75 331.82 L2305.75 337.699 L2300.86 337.699 L2300.86 331.82 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M2325.93 321.287 Q2322.6 321.287 2320.68 323.07 Q2318.78 324.852 2318.78 327.977 Q2318.78 331.102 2320.68 332.884 Q2322.6 334.667 2325.93 334.667 Q2329.26 334.667 2331.19 332.884 Q2333.11 331.079 2333.11 327.977 Q2333.11 324.852 2331.19 323.07 Q2329.29 321.287 2325.93 321.287 M2321.26 319.296 Q2318.25 318.556 2316.56 316.496 Q2314.89 314.435 2314.89 311.472 Q2314.89 307.329 2317.83 304.922 Q2320.79 302.514 2325.93 302.514 Q2331.09 302.514 2334.03 304.922 Q2336.97 307.329 2336.97 311.472 Q2336.97 314.435 2335.28 316.496 Q2333.62 318.556 2330.63 319.296 Q2334.01 320.083 2335.89 322.375 Q2337.78 324.667 2337.78 327.977 Q2337.78 333 2334.7 335.685 Q2331.65 338.37 2325.93 338.37 Q2320.21 338.37 2317.14 335.685 Q2314.08 333 2314.08 327.977 Q2314.08 324.667 2315.98 322.375 Q2317.88 320.083 2321.26 319.296 M2319.54 311.912 Q2319.54 314.597 2321.21 316.102 Q2322.9 317.607 2325.93 317.607 Q2328.94 317.607 2330.63 316.102 Q2332.34 314.597 2332.34 311.912 Q2332.34 309.227 2330.63 307.722 Q2328.94 306.218 2325.93 306.218 Q2322.9 306.218 2321.21 307.722 Q2319.54 309.227 2319.54 311.912 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M2280.7 159.305 Q2277.09 159.305 2275.26 162.87 Q2273.45 166.412 2273.45 173.541 Q2273.45 180.648 2275.26 184.213 Q2277.09 187.754 2280.7 187.754 Q2284.33 187.754 2286.14 184.213 Q2287.97 180.648 2287.97 173.541 Q2287.97 166.412 2286.14 162.87 Q2284.33 159.305 2280.7 159.305 M2280.7 155.602 Q2286.51 155.602 2289.57 160.208 Q2292.64 164.791 2292.64 173.541 Q2292.64 182.268 2289.57 186.875 Q2286.51 191.458 2280.7 191.458 Q2274.89 191.458 2271.81 186.875 Q2268.76 182.268 2268.76 173.541 Q2268.76 164.791 2271.81 160.208 Q2274.89 155.602 2280.7 155.602 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M2300.86 184.907 L2305.75 184.907 L2305.75 190.787 L2300.86 190.787 L2300.86 184.907 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip000)\" d=\"M2316.07 190.069 L2316.07 185.81 Q2317.83 186.643 2319.64 187.083 Q2321.44 187.523 2323.18 187.523 Q2327.81 187.523 2330.24 184.421 Q2332.69 181.296 2333.04 174.953 Q2331.7 176.944 2329.64 178.009 Q2327.58 179.074 2325.08 179.074 Q2319.89 179.074 2316.86 175.949 Q2313.85 172.801 2313.85 167.361 Q2313.85 162.037 2317 158.819 Q2320.14 155.602 2325.38 155.602 Q2331.37 155.602 2334.52 160.208 Q2337.69 164.791 2337.69 173.541 Q2337.69 181.713 2333.8 186.597 Q2329.94 191.458 2323.39 191.458 Q2321.63 191.458 2319.82 191.111 Q2318.01 190.764 2316.07 190.069 M2325.38 175.416 Q2328.52 175.416 2330.35 173.264 Q2332.2 171.111 2332.2 167.361 Q2332.2 163.634 2330.35 161.481 Q2328.52 159.305 2325.38 159.305 Q2322.23 159.305 2320.38 161.481 Q2318.55 163.634 2318.55 167.361 Q2318.55 171.111 2320.38 173.264 Q2322.23 175.416 2325.38 175.416 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><polyline clip-path=\"url(#clip000)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1486.45 2232.76,1352.43 2256.76,1352.43 2232.76,1352.43 2232.76,1205.52 2256.76,1205.52 2232.76,1205.52 2232.76,1058.61 2256.76,1058.61 2232.76,1058.61 2232.76,911.698 2256.76,911.698 2232.76,911.698 2232.76,764.785 2256.76,764.785 2232.76,764.785 2232.76,617.873 2256.76,617.873 2232.76,617.873 2232.76,470.96 2256.76,470.96 2232.76,470.96 2232.76,324.048 2256.76,324.048 2232.76,324.048 2232.76,177.136 2256.76,177.136 2232.76,177.136 2232.76,47.2441 \"\/>\n<\/svg>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"cell-id=95edcb8f\" class=\"jp-Cell jp-MarkdownCell jp-Notebook-cell\">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\"><div class=\"jp-InputPrompt jp-InputArea-prompt\">\n<\/div><div class=\"jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput \" data-mime-type=\"text\/markdown\">\n<p>\uc704\uc758 \ub4f1\uace0\uc120 \ud50c\ub86f\uc740 MAP \uba54\uc11c\ub4dc\uac00 \ub370\uc774\ud130\ub97c \ubd84\ub958\ud558\ub294 \ub370 \uadf8\ub9ac \ub098\uc058\uc9c0 \uc54a\ub2e4\ub294 \uac83\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div><div id=\"cell-id=d38274ce\" class=\"jp-Cell jp-CodeCell jp-Notebook-cell \">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\">\n<div class=\"jp-InputPrompt jp-InputArea-prompt\">In [186]:<\/div>\n<div class=\"jp-CodeMirrorEditor jp-Editor jp-InputArea-editor\" data-type=\"inline\">\n <div class=\"CodeMirror cm-s-jupyter\">\n<div class=\" highlight hl-julia\"><pre><span><\/span><span class=\"k\">let<\/span>\n <span class=\"c\"># Plot the posterior distribution with contour plot<\/span>\n <span class=\"n\">colors<\/span> <span class=\"o\">=<\/span> <span class=\"n\">vec<\/span><span class=\"p\">(<\/span><span class=\"n\">nn_forward2<\/span><span class=\"p\">(<\/span><span class=\"n\">x<\/span><span class=\"p\">))<\/span>\n <span class=\"n\">plot_data<\/span><span class=\"p\">()<\/span>\n <span class=\"n\">scatter!<\/span><span class=\"p\">(<\/span><span class=\"n\">x<\/span><span class=\"p\">[<\/span><span class=\"mi\">1<\/span><span class=\"p\">,<\/span><span class=\"o\">:<\/span><span class=\"p\">],<\/span><span class=\"n\">x<\/span><span class=\"p\">[<\/span><span class=\"mi\">2<\/span><span class=\"p\">,<\/span><span class=\"o\">:<\/span><span class=\"p\">],<\/span> <span class=\"n\">zcolor<\/span><span class=\"o\">=<\/span><span class=\"n\">colors<\/span> <span class=\"p\">,<\/span> <span class=\"n\">legend<\/span><span class=\"o\">=<\/span><span class=\"nb\">false<\/span><span class=\"p\">,<\/span> <span class=\"n\">colorbar<\/span><span class=\"o\">=<\/span><span class=\"nb\">true<\/span><span class=\"p\">,<\/span>\n <span class=\"n\">markersize<\/span><span class=\"o\">=<\/span><span class=\"mi\">10<\/span><span class=\"p\">,<\/span> <span class=\"n\">marker<\/span><span class=\"o\">=<\/span><span class=\"ss\">:cross<\/span><span class=\"p\">,<\/span>\n <span class=\"n\">background_color<\/span><span class=\"o\">=<\/span><span class=\"ss\">:grey<\/span><span class=\"p\">)<\/span>\n<span class=\"k\">end<\/span>\n<\/pre><\/div>\n <\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"jp-Cell-outputWrapper\">\n<div class=\"jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser\">\n<\/div>\n<div class=\"jp-OutputArea jp-Cell-outputArea\">\n<div class=\"jp-OutputArea-child jp-OutputArea-executeResult\">\n \n <div class=\"jp-OutputPrompt jp-OutputArea-prompt\">Out[186]:<\/div>\n<div class=\"jp-RenderedHTMLCommon jp-RenderedHTML jp-OutputArea-output jp-OutputArea-executeResult\" data-mime-type=\"text\/html\">\n<?xml version=\"1.0\" encoding=\"utf-8\"?>\n<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" width=\"600\" height=\"400\" viewBox=\"0 0 2400 1600\">\n<defs>\n <clipPath id=\"clip910\">\n <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"\/>\n <\/clipPath>\n<\/defs>\n<path clip-path=\"url(#clip910)\" d=\"M0 1600 L2400 1600 L2400 0 L0 0 Z\" fill=\"#808080\" fill-rule=\"evenodd\" fill-opacity=\"1\"\/>\n<defs>\n <clipPath id=\"clip911\">\n <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"\/>\n <\/clipPath>\n<\/defs>\n<path clip-path=\"url(#clip910)\" d=\"M149.191 1486.45 L2112.76 1486.45 L2112.76 47.2441 L149.191 47.2441 Z\" fill=\"#808080\" fill-rule=\"evenodd\" fill-opacity=\"1\"\/>\n<defs>\n <clipPath id=\"clip912\">\n <rect x=\"149\" y=\"47\" width=\"1965\" height=\"1440\"\/>\n <\/clipPath>\n<\/defs>\n<polyline clip-path=\"url(#clip912)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"370.514,1486.45 370.514,47.2441 \"\/>\n<polyline clip-path=\"url(#clip912)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"746.305,1486.45 746.305,47.2441 \"\/>\n<polyline clip-path=\"url(#clip912)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1122.1,1486.45 1122.1,47.2441 \"\/>\n<polyline clip-path=\"url(#clip912)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1497.89,1486.45 1497.89,47.2441 \"\/>\n<polyline clip-path=\"url(#clip912)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1873.68,1486.45 1873.68,47.2441 \"\/>\n<polyline clip-path=\"url(#clip910)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"149.191,1486.45 2112.76,1486.45 \"\/>\n<polyline clip-path=\"url(#clip910)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"370.514,1486.45 370.514,1467.55 \"\/>\n<polyline clip-path=\"url(#clip910)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"746.305,1486.45 746.305,1467.55 \"\/>\n<polyline clip-path=\"url(#clip910)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1122.1,1486.45 1122.1,1467.55 \"\/>\n<polyline clip-path=\"url(#clip910)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1497.89,1486.45 1497.89,1467.55 \"\/>\n<polyline clip-path=\"url(#clip910)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1873.68,1486.45 1873.68,1467.55 \"\/>\n<path clip-path=\"url(#clip910)\" d=\"M339.415 1532.02 L369.091 1532.02 L369.091 1535.95 L339.415 1535.95 L339.415 1532.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip910)\" d=\"M392.03 1518.36 L380.225 1536.81 L392.03 1536.81 L392.03 1518.36 M390.804 1514.29 L396.683 1514.29 L396.683 1536.81 L401.614 1536.81 L401.614 1540.7 L396.683 1540.7 L396.683 1548.85 L392.03 1548.85 L392.03 1540.7 L376.429 1540.7 L376.429 1536.19 L390.804 1514.29 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip910)\" d=\"M716.247 1532.02 L745.923 1532.02 L745.923 1535.95 L716.247 1535.95 L716.247 1532.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip910)\" d=\"M760.043 1544.91 L776.363 1544.91 L776.363 1548.85 L754.418 1548.85 L754.418 1544.91 Q757.08 1542.16 761.664 1537.53 Q766.27 1532.88 767.451 1531.53 Q769.696 1529.01 770.575 1527.27 Q771.478 1525.51 771.478 1523.82 Q771.478 1521.07 769.534 1519.33 Q767.613 1517.6 764.511 1517.6 Q762.312 1517.6 759.858 1518.36 Q757.427 1519.13 754.65 1520.68 L754.65 1515.95 Q757.474 1514.82 759.927 1514.24 Q762.381 1513.66 764.418 1513.66 Q769.788 1513.66 772.983 1516.35 Q776.177 1519.03 776.177 1523.52 Q776.177 1525.65 775.367 1527.57 Q774.58 1529.47 772.474 1532.07 Q771.895 1532.74 768.793 1535.95 Q765.691 1539.15 760.043 1544.91 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip910)\" d=\"M1122.1 1517.37 Q1118.48 1517.37 1116.66 1520.93 Q1114.85 1524.47 1114.85 1531.6 Q1114.85 1538.71 1116.66 1542.27 Q1118.48 1545.82 1122.1 1545.82 Q1125.73 1545.82 1127.54 1542.27 Q1129.36 1538.71 1129.36 1531.6 Q1129.36 1524.47 1127.54 1520.93 Q1125.73 1517.37 1122.1 1517.37 M1122.1 1513.66 Q1127.91 1513.66 1130.96 1518.27 Q1134.04 1522.85 1134.04 1531.6 Q1134.04 1540.33 1130.96 1544.94 Q1127.91 1549.52 1122.1 1549.52 Q1116.29 1549.52 1113.21 1544.94 Q1110.15 1540.33 1110.15 1531.6 Q1110.15 1522.85 1113.21 1518.27 Q1116.29 1513.66 1122.1 1513.66 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip910)\" d=\"M1492.54 1544.91 L1508.86 1544.91 L1508.86 1548.85 L1486.91 1548.85 L1486.91 1544.91 Q1489.58 1542.16 1494.16 1537.53 Q1498.77 1532.88 1499.95 1531.53 Q1502.19 1529.01 1503.07 1527.27 Q1503.97 1525.51 1503.97 1523.82 Q1503.97 1521.07 1502.03 1519.33 Q1500.11 1517.6 1497.01 1517.6 Q1494.81 1517.6 1492.35 1518.36 Q1489.92 1519.13 1487.15 1520.68 L1487.15 1515.95 Q1489.97 1514.82 1492.42 1514.24 Q1494.88 1513.66 1496.91 1513.66 Q1502.28 1513.66 1505.48 1516.35 Q1508.67 1519.03 1508.67 1523.52 Q1508.67 1525.65 1507.86 1527.57 Q1507.08 1529.47 1504.97 1532.07 Q1504.39 1532.74 1501.29 1535.95 Q1498.19 1539.15 1492.54 1544.91 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip910)\" d=\"M1876.69 1518.36 L1864.88 1536.81 L1876.69 1536.81 L1876.69 1518.36 M1875.46 1514.29 L1881.34 1514.29 L1881.34 1536.81 L1886.27 1536.81 L1886.27 1540.7 L1881.34 1540.7 L1881.34 1548.85 L1876.69 1548.85 L1876.69 1540.7 L1861.08 1540.7 L1861.08 1536.19 L1875.46 1514.29 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><polyline clip-path=\"url(#clip912)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"149.191,1317.63 2112.76,1317.63 \"\/>\n<polyline clip-path=\"url(#clip912)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"149.191,1038.56 2112.76,1038.56 \"\/>\n<polyline clip-path=\"url(#clip912)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"149.191,759.487 2112.76,759.487 \"\/>\n<polyline clip-path=\"url(#clip912)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"149.191,480.416 2112.76,480.416 \"\/>\n<polyline clip-path=\"url(#clip912)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"149.191,201.346 2112.76,201.346 \"\/>\n<polyline clip-path=\"url(#clip910)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"149.191,1486.45 149.191,47.2441 \"\/>\n<polyline clip-path=\"url(#clip910)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"149.191,1317.63 166.03,1317.63 \"\/>\n<polyline clip-path=\"url(#clip910)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"149.191,1038.56 166.03,1038.56 \"\/>\n<polyline clip-path=\"url(#clip910)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"149.191,759.487 166.03,759.487 \"\/>\n<polyline clip-path=\"url(#clip910)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"149.191,480.416 166.03,480.416 \"\/>\n<polyline clip-path=\"url(#clip910)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"149.191,201.346 166.03,201.346 \"\/>\n<path clip-path=\"url(#clip910)\" d=\"M50.9921 1318.08 L80.6679 1318.08 L80.6679 1322.01 L50.9921 1322.01 L50.9921 1318.08 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip910)\" d=\"M103.608 1304.42 L91.8021 1322.87 L103.608 1322.87 L103.608 1304.42 M102.381 1300.35 L108.26 1300.35 L108.26 1322.87 L113.191 1322.87 L113.191 1326.76 L108.26 1326.76 L108.26 1334.91 L103.608 1334.91 L103.608 1326.76 L88.0058 1326.76 L88.0058 1322.25 L102.381 1300.35 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip910)\" d=\"M53.0754 1039.01 L82.7512 1039.01 L82.7512 1042.94 L53.0754 1042.94 L53.0754 1039.01 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip910)\" d=\"M96.8715 1051.9 L113.191 1051.9 L113.191 1055.84 L91.2465 1055.84 L91.2465 1051.9 Q93.9086 1049.15 98.4919 1044.52 Q103.098 1039.86 104.279 1038.52 Q106.524 1036 107.404 1034.26 Q108.307 1032.5 108.307 1030.81 Q108.307 1028.06 106.362 1026.32 Q104.441 1024.59 101.339 1024.59 Q99.14 1024.59 96.6863 1025.35 Q94.2558 1026.11 91.478 1027.67 L91.478 1022.94 Q94.3021 1021.81 96.7558 1021.23 Q99.2095 1020.65 101.246 1020.65 Q106.617 1020.65 109.811 1023.34 Q113.006 1026.02 113.006 1030.51 Q113.006 1032.64 112.196 1034.56 Q111.408 1036.46 109.302 1039.05 Q108.723 1039.73 105.621 1042.94 Q102.52 1046.14 96.8715 1051.9 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip910)\" d=\"M101.246 745.285 Q97.6354 745.285 95.8067 748.85 Q94.0012 752.392 94.0012 759.521 Q94.0012 766.628 95.8067 770.193 Q97.6354 773.734 101.246 773.734 Q104.881 773.734 106.686 770.193 Q108.515 766.628 108.515 759.521 Q108.515 752.392 106.686 748.85 Q104.881 745.285 101.246 745.285 M101.246 741.582 Q107.057 741.582 110.112 746.188 Q113.191 750.771 113.191 759.521 Q113.191 768.248 110.112 772.855 Q107.057 777.438 101.246 777.438 Q95.4363 777.438 92.3576 772.855 Q89.3021 768.248 89.3021 759.521 Q89.3021 750.771 92.3576 746.188 Q95.4363 741.582 101.246 741.582 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip910)\" d=\"M96.8715 493.761 L113.191 493.761 L113.191 497.696 L91.2465 497.696 L91.2465 493.761 Q93.9086 491.007 98.4919 486.377 Q103.098 481.724 104.279 480.382 Q106.524 477.859 107.404 476.122 Q108.307 474.363 108.307 472.673 Q108.307 469.919 106.362 468.183 Q104.441 466.447 101.339 466.447 Q99.14 466.447 96.6863 467.21 Q94.2558 467.974 91.478 469.525 L91.478 464.803 Q94.3021 463.669 96.7558 463.09 Q99.2095 462.511 101.246 462.511 Q106.617 462.511 109.811 465.197 Q113.006 467.882 113.006 472.372 Q113.006 474.502 112.196 476.423 Q111.408 478.322 109.302 480.914 Q108.723 481.585 105.621 484.803 Q102.52 487.997 96.8715 493.761 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip910)\" d=\"M103.608 188.14 L91.8021 206.589 L103.608 206.589 L103.608 188.14 M102.381 184.066 L108.26 184.066 L108.26 206.589 L113.191 206.589 L113.191 210.478 L108.26 210.478 L108.26 218.626 L103.608 218.626 L103.608 210.478 L88.0058 210.478 L88.0058 205.964 L102.381 184.066 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><circle clip-path=\"url(#clip912)\" cx=\"1706.33\" cy=\"637.326\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"1563.8\" cy=\"359.568\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"2038.01\" cy=\"161.874\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"1228.65\" cy=\"360.728\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"1656.02\" cy=\"681.653\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"1756.81\" cy=\"434.958\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"1925.97\" cy=\"611.812\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"2033.79\" cy=\"282.286\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"1883.81\" cy=\"115.409\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"1804.57\" cy=\"480.272\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"1695.21\" cy=\"471.21\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"1669.56\" cy=\"357.748\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"1817.54\" cy=\"87.9763\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"1303.92\" cy=\"676.256\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"1898.13\" cy=\"462.035\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"1952.11\" cy=\"687.759\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"1326.83\" cy=\"605.149\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"2016.3\" cy=\"355.735\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"1701.65\" cy=\"643.774\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"1789.02\" cy=\"374.663\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"851.959\" cy=\"1092.44\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"571.43\" cy=\"909.12\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"588.308\" cy=\"878.894\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"413.155\" cy=\"950.733\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"237.105\" cy=\"1117.62\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"954.968\" cy=\"1179.93\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"818.667\" cy=\"995.005\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"759.938\" cy=\"1293.89\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"317.891\" cy=\"1041.71\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"982.143\" cy=\"1445.72\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"437.844\" cy=\"1073.79\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"650.546\" cy=\"1422.33\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"377.235\" cy=\"1423.65\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"266.332\" cy=\"1092.72\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"360.745\" cy=\"1195.79\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"204.763\" cy=\"1358.97\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"350.117\" cy=\"1202.28\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"782.232\" cy=\"1189.29\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"677.003\" cy=\"1261.81\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"340.464\" cy=\"902.776\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"1585.8\" cy=\"1183.02\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"1946.05\" cy=\"1053.6\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"1863.48\" cy=\"1075.3\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"1904.15\" cy=\"1143.21\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"1762.94\" cy=\"1130.09\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"1515.85\" cy=\"1142.12\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"1704.79\" cy=\"1412.76\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"1440.38\" cy=\"1417.9\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"2051.42\" cy=\"1360.41\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"1493.43\" cy=\"922.395\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"1487.59\" cy=\"942.514\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"1307.78\" cy=\"961.149\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"1335.9\" cy=\"1407.83\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"1980.56\" cy=\"1362.95\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"1568.54\" cy=\"1152.74\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"2057.18\" cy=\"1336.32\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"1631.14\" cy=\"1059.4\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"1919.49\" cy=\"1271.97\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"1969.96\" cy=\"1290.99\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"1300.34\" cy=\"1027.02\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"708.943\" cy=\"390.495\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"519.893\" cy=\"298.173\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"818.689\" cy=\"530.227\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"1005.45\" cy=\"417.316\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"234.64\" cy=\"238.451\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"399.391\" cy=\"422.844\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"569.776\" cy=\"354.099\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"882.57\" cy=\"465.227\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"681.006\" cy=\"388.332\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"473.802\" cy=\"646.577\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"829.466\" cy=\"196.738\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"362.469\" cy=\"344.68\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"685.191\" cy=\"237.411\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"842.535\" cy=\"274.847\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"272.122\" cy=\"404.514\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"838.35\" cy=\"639.165\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"908.544\" cy=\"215.279\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"511.512\" cy=\"602.703\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"853.596\" cy=\"325.579\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip912)\" cx=\"342.131\" cy=\"117.935\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1706.33\" y1=\"637.326\" x2=\"1706.33\" y2=\"597.326\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1706.33\" y1=\"637.326\" x2=\"1666.33\" y2=\"637.326\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1706.33\" y1=\"637.326\" x2=\"1706.33\" y2=\"677.326\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1706.33\" y1=\"637.326\" x2=\"1746.33\" y2=\"637.326\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1563.8\" y1=\"359.568\" x2=\"1563.8\" y2=\"319.568\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1563.8\" y1=\"359.568\" x2=\"1523.8\" y2=\"359.568\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1563.8\" y1=\"359.568\" x2=\"1563.8\" y2=\"399.568\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1563.8\" y1=\"359.568\" x2=\"1603.8\" y2=\"359.568\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"2038.01\" y1=\"161.874\" x2=\"2038.01\" y2=\"121.874\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"2038.01\" y1=\"161.874\" x2=\"1998.01\" y2=\"161.874\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"2038.01\" y1=\"161.874\" x2=\"2038.01\" y2=\"201.874\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"2038.01\" y1=\"161.874\" x2=\"2078.01\" y2=\"161.874\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1228.65\" y1=\"360.728\" x2=\"1228.65\" y2=\"320.728\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1228.65\" y1=\"360.728\" x2=\"1188.65\" y2=\"360.728\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1228.65\" y1=\"360.728\" x2=\"1228.65\" y2=\"400.728\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1228.65\" y1=\"360.728\" x2=\"1268.65\" y2=\"360.728\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1656.02\" y1=\"681.653\" x2=\"1656.02\" y2=\"641.653\" style=\"stroke:#f3f68b; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1656.02\" y1=\"681.653\" x2=\"1616.02\" y2=\"681.653\" style=\"stroke:#f3f68b; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1656.02\" y1=\"681.653\" x2=\"1656.02\" y2=\"721.653\" style=\"stroke:#f3f68b; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1656.02\" y1=\"681.653\" x2=\"1696.02\" y2=\"681.653\" style=\"stroke:#f3f68b; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1756.81\" y1=\"434.958\" x2=\"1756.81\" y2=\"394.958\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1756.81\" y1=\"434.958\" x2=\"1716.81\" y2=\"434.958\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1756.81\" y1=\"434.958\" x2=\"1756.81\" y2=\"474.958\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1756.81\" y1=\"434.958\" x2=\"1796.81\" y2=\"434.958\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1925.97\" y1=\"611.812\" x2=\"1925.97\" y2=\"571.812\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1925.97\" y1=\"611.812\" x2=\"1885.97\" y2=\"611.812\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1925.97\" y1=\"611.812\" x2=\"1925.97\" y2=\"651.812\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1925.97\" y1=\"611.812\" x2=\"1965.97\" y2=\"611.812\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"2033.79\" y1=\"282.286\" x2=\"2033.79\" y2=\"242.286\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"2033.79\" y1=\"282.286\" x2=\"1993.79\" y2=\"282.286\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"2033.79\" y1=\"282.286\" x2=\"2033.79\" y2=\"322.286\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"2033.79\" y1=\"282.286\" x2=\"2073.79\" y2=\"282.286\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1883.81\" y1=\"115.409\" x2=\"1883.81\" y2=\"75.409\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1883.81\" y1=\"115.409\" x2=\"1843.81\" y2=\"115.409\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1883.81\" y1=\"115.409\" x2=\"1883.81\" y2=\"155.409\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1883.81\" y1=\"115.409\" x2=\"1923.81\" y2=\"115.409\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1804.57\" y1=\"480.272\" x2=\"1804.57\" y2=\"440.272\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1804.57\" y1=\"480.272\" x2=\"1764.57\" y2=\"480.272\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1804.57\" y1=\"480.272\" x2=\"1804.57\" y2=\"520.272\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1804.57\" y1=\"480.272\" x2=\"1844.57\" y2=\"480.272\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1695.21\" y1=\"471.21\" x2=\"1695.21\" y2=\"431.21\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1695.21\" y1=\"471.21\" x2=\"1655.21\" y2=\"471.21\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1695.21\" y1=\"471.21\" x2=\"1695.21\" y2=\"511.21\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1695.21\" y1=\"471.21\" x2=\"1735.21\" y2=\"471.21\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1669.56\" y1=\"357.748\" x2=\"1669.56\" y2=\"317.748\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1669.56\" y1=\"357.748\" x2=\"1629.56\" y2=\"357.748\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1669.56\" y1=\"357.748\" x2=\"1669.56\" y2=\"397.748\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1669.56\" y1=\"357.748\" x2=\"1709.56\" y2=\"357.748\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1817.54\" y1=\"87.9763\" x2=\"1817.54\" y2=\"47.9763\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1817.54\" y1=\"87.9763\" x2=\"1777.54\" y2=\"87.9763\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1817.54\" y1=\"87.9763\" x2=\"1817.54\" y2=\"127.976\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1817.54\" y1=\"87.9763\" x2=\"1857.54\" y2=\"87.9763\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1303.92\" y1=\"676.256\" x2=\"1303.92\" y2=\"636.256\" style=\"stroke:#f3f68b; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1303.92\" y1=\"676.256\" x2=\"1263.92\" y2=\"676.256\" style=\"stroke:#f3f68b; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1303.92\" y1=\"676.256\" x2=\"1303.92\" y2=\"716.256\" style=\"stroke:#f3f68b; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1303.92\" y1=\"676.256\" x2=\"1343.92\" y2=\"676.256\" style=\"stroke:#f3f68b; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1898.13\" y1=\"462.035\" x2=\"1898.13\" y2=\"422.035\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1898.13\" y1=\"462.035\" x2=\"1858.13\" y2=\"462.035\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1898.13\" y1=\"462.035\" x2=\"1898.13\" y2=\"502.035\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1898.13\" y1=\"462.035\" x2=\"1938.13\" y2=\"462.035\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1952.11\" y1=\"687.759\" x2=\"1952.11\" y2=\"647.759\" style=\"stroke:#f3f68b; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1952.11\" y1=\"687.759\" x2=\"1912.11\" y2=\"687.759\" style=\"stroke:#f3f68b; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1952.11\" y1=\"687.759\" x2=\"1952.11\" y2=\"727.759\" style=\"stroke:#f3f68b; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1952.11\" y1=\"687.759\" x2=\"1992.11\" y2=\"687.759\" style=\"stroke:#f3f68b; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1326.83\" y1=\"605.149\" x2=\"1326.83\" y2=\"565.149\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1326.83\" y1=\"605.149\" x2=\"1286.83\" y2=\"605.149\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1326.83\" y1=\"605.149\" x2=\"1326.83\" y2=\"645.149\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1326.83\" y1=\"605.149\" x2=\"1366.83\" y2=\"605.149\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"2016.3\" y1=\"355.735\" x2=\"2016.3\" y2=\"315.735\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"2016.3\" y1=\"355.735\" x2=\"1976.3\" y2=\"355.735\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"2016.3\" y1=\"355.735\" x2=\"2016.3\" y2=\"395.735\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"2016.3\" y1=\"355.735\" x2=\"2056.3\" y2=\"355.735\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1701.65\" y1=\"643.774\" x2=\"1701.65\" y2=\"603.774\" style=\"stroke:#f3f78b; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1701.65\" y1=\"643.774\" x2=\"1661.65\" y2=\"643.774\" style=\"stroke:#f3f78b; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1701.65\" y1=\"643.774\" x2=\"1701.65\" y2=\"683.774\" style=\"stroke:#f3f78b; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1701.65\" y1=\"643.774\" x2=\"1741.65\" y2=\"643.774\" style=\"stroke:#f3f78b; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1789.02\" y1=\"374.663\" x2=\"1789.02\" y2=\"334.663\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1789.02\" y1=\"374.663\" x2=\"1749.02\" y2=\"374.663\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1789.02\" y1=\"374.663\" x2=\"1789.02\" y2=\"414.663\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1789.02\" y1=\"374.663\" x2=\"1829.02\" y2=\"374.663\" style=\"stroke:#f3f78c; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"851.959\" y1=\"1092.44\" x2=\"851.959\" y2=\"1052.44\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"851.959\" y1=\"1092.44\" x2=\"811.959\" y2=\"1092.44\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"851.959\" y1=\"1092.44\" x2=\"851.959\" y2=\"1132.44\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"851.959\" y1=\"1092.44\" x2=\"891.959\" y2=\"1092.44\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"571.43\" y1=\"909.12\" x2=\"571.43\" y2=\"869.12\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"571.43\" y1=\"909.12\" x2=\"531.43\" y2=\"909.12\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"571.43\" y1=\"909.12\" x2=\"571.43\" y2=\"949.12\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"571.43\" y1=\"909.12\" x2=\"611.43\" y2=\"909.12\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"588.308\" y1=\"878.894\" x2=\"588.308\" y2=\"838.894\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"588.308\" y1=\"878.894\" x2=\"548.308\" y2=\"878.894\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"588.308\" y1=\"878.894\" x2=\"588.308\" y2=\"918.894\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"588.308\" y1=\"878.894\" x2=\"628.308\" y2=\"878.894\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"413.155\" y1=\"950.733\" x2=\"413.155\" y2=\"910.733\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"413.155\" y1=\"950.733\" x2=\"373.155\" y2=\"950.733\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"413.155\" y1=\"950.733\" x2=\"413.155\" y2=\"990.733\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"413.155\" y1=\"950.733\" x2=\"453.155\" y2=\"950.733\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"237.105\" y1=\"1117.62\" x2=\"237.105\" y2=\"1077.62\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"237.105\" y1=\"1117.62\" x2=\"197.105\" y2=\"1117.62\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"237.105\" y1=\"1117.62\" x2=\"237.105\" y2=\"1157.62\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"237.105\" y1=\"1117.62\" x2=\"277.105\" y2=\"1117.62\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"954.968\" y1=\"1179.93\" x2=\"954.968\" y2=\"1139.93\" style=\"stroke:#fbfea3; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"954.968\" y1=\"1179.93\" x2=\"914.968\" y2=\"1179.93\" style=\"stroke:#fbfea3; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"954.968\" y1=\"1179.93\" x2=\"954.968\" y2=\"1219.93\" style=\"stroke:#fbfea3; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"954.968\" y1=\"1179.93\" x2=\"994.968\" y2=\"1179.93\" style=\"stroke:#fbfea3; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"818.667\" y1=\"995.005\" x2=\"818.667\" y2=\"955.005\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"818.667\" y1=\"995.005\" x2=\"778.667\" y2=\"995.005\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"818.667\" y1=\"995.005\" x2=\"818.667\" y2=\"1035.01\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"818.667\" y1=\"995.005\" x2=\"858.667\" y2=\"995.005\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"759.938\" y1=\"1293.89\" x2=\"759.938\" y2=\"1253.89\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"759.938\" y1=\"1293.89\" x2=\"719.938\" y2=\"1293.89\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"759.938\" y1=\"1293.89\" x2=\"759.938\" y2=\"1333.89\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"759.938\" y1=\"1293.89\" x2=\"799.938\" y2=\"1293.89\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"317.891\" y1=\"1041.71\" x2=\"317.891\" y2=\"1001.71\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"317.891\" y1=\"1041.71\" x2=\"277.891\" y2=\"1041.71\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"317.891\" y1=\"1041.71\" x2=\"317.891\" y2=\"1081.71\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"317.891\" y1=\"1041.71\" x2=\"357.891\" y2=\"1041.71\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"982.143\" y1=\"1445.72\" x2=\"982.143\" y2=\"1405.72\" style=\"stroke:#f9fc9d; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"982.143\" y1=\"1445.72\" x2=\"942.143\" y2=\"1445.72\" style=\"stroke:#f9fc9d; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"982.143\" y1=\"1445.72\" x2=\"982.143\" y2=\"1485.72\" style=\"stroke:#f9fc9d; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"982.143\" y1=\"1445.72\" x2=\"1022.14\" y2=\"1445.72\" style=\"stroke:#f9fc9d; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"437.844\" y1=\"1073.79\" x2=\"437.844\" y2=\"1033.79\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"437.844\" y1=\"1073.79\" x2=\"397.844\" y2=\"1073.79\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"437.844\" y1=\"1073.79\" x2=\"437.844\" y2=\"1113.79\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"437.844\" y1=\"1073.79\" x2=\"477.844\" y2=\"1073.79\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"650.546\" y1=\"1422.33\" x2=\"650.546\" y2=\"1382.33\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"650.546\" y1=\"1422.33\" x2=\"610.546\" y2=\"1422.33\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"650.546\" y1=\"1422.33\" x2=\"650.546\" y2=\"1462.33\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"650.546\" y1=\"1422.33\" x2=\"690.546\" y2=\"1422.33\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"377.235\" y1=\"1423.65\" x2=\"377.235\" y2=\"1383.65\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"377.235\" y1=\"1423.65\" x2=\"337.235\" y2=\"1423.65\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"377.235\" y1=\"1423.65\" x2=\"377.235\" y2=\"1463.65\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"377.235\" y1=\"1423.65\" x2=\"417.235\" y2=\"1423.65\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"266.332\" y1=\"1092.72\" x2=\"266.332\" y2=\"1052.72\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"266.332\" y1=\"1092.72\" x2=\"226.332\" y2=\"1092.72\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"266.332\" y1=\"1092.72\" x2=\"266.332\" y2=\"1132.72\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"266.332\" y1=\"1092.72\" x2=\"306.332\" y2=\"1092.72\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"360.745\" y1=\"1195.79\" x2=\"360.745\" y2=\"1155.79\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"360.745\" y1=\"1195.79\" x2=\"320.745\" y2=\"1195.79\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"360.745\" y1=\"1195.79\" x2=\"360.745\" y2=\"1235.79\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"360.745\" y1=\"1195.79\" x2=\"400.745\" y2=\"1195.79\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"204.764\" y1=\"1358.97\" x2=\"204.764\" y2=\"1318.97\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"204.764\" y1=\"1358.97\" x2=\"164.764\" y2=\"1358.97\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"204.764\" y1=\"1358.97\" x2=\"204.764\" y2=\"1398.97\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"204.764\" y1=\"1358.97\" x2=\"244.764\" y2=\"1358.97\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"350.117\" y1=\"1202.28\" x2=\"350.117\" y2=\"1162.28\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"350.117\" y1=\"1202.28\" x2=\"310.117\" y2=\"1202.28\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"350.117\" y1=\"1202.28\" x2=\"350.117\" y2=\"1242.28\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"350.117\" y1=\"1202.28\" x2=\"390.117\" y2=\"1202.28\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"782.232\" y1=\"1189.29\" x2=\"782.232\" y2=\"1149.29\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"782.232\" y1=\"1189.29\" x2=\"742.232\" y2=\"1189.29\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"782.232\" y1=\"1189.29\" x2=\"782.232\" y2=\"1229.29\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"782.232\" y1=\"1189.29\" x2=\"822.232\" y2=\"1189.29\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"677.003\" y1=\"1261.81\" x2=\"677.003\" y2=\"1221.81\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"677.003\" y1=\"1261.81\" x2=\"637.003\" y2=\"1261.81\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"677.003\" y1=\"1261.81\" x2=\"677.003\" y2=\"1301.81\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"677.003\" y1=\"1261.81\" x2=\"717.003\" y2=\"1261.81\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"340.464\" y1=\"902.776\" x2=\"340.464\" y2=\"862.776\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"340.464\" y1=\"902.776\" x2=\"300.464\" y2=\"902.776\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"340.464\" y1=\"902.776\" x2=\"340.464\" y2=\"942.776\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"340.464\" y1=\"902.776\" x2=\"380.464\" y2=\"902.776\" style=\"stroke:#fcfea4; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1585.8\" y1=\"1183.02\" x2=\"1585.8\" y2=\"1143.02\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1585.8\" y1=\"1183.02\" x2=\"1545.8\" y2=\"1183.02\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1585.8\" y1=\"1183.02\" x2=\"1585.8\" y2=\"1223.02\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1585.8\" y1=\"1183.02\" x2=\"1625.8\" y2=\"1183.02\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1946.05\" y1=\"1053.6\" x2=\"1946.05\" y2=\"1013.6\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1946.05\" y1=\"1053.6\" x2=\"1906.05\" y2=\"1053.6\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1946.05\" y1=\"1053.6\" x2=\"1946.05\" y2=\"1093.6\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1946.05\" y1=\"1053.6\" x2=\"1986.05\" y2=\"1053.6\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1863.48\" y1=\"1075.3\" x2=\"1863.48\" y2=\"1035.3\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1863.48\" y1=\"1075.3\" x2=\"1823.48\" y2=\"1075.3\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1863.48\" y1=\"1075.3\" x2=\"1863.48\" y2=\"1115.3\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1863.48\" y1=\"1075.3\" x2=\"1903.48\" y2=\"1075.3\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1904.15\" y1=\"1143.21\" x2=\"1904.15\" y2=\"1103.21\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1904.15\" y1=\"1143.21\" x2=\"1864.15\" y2=\"1143.21\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1904.15\" y1=\"1143.21\" x2=\"1904.15\" y2=\"1183.21\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1904.15\" y1=\"1143.21\" x2=\"1944.15\" y2=\"1143.21\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1762.94\" y1=\"1130.09\" x2=\"1762.94\" y2=\"1090.09\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1762.94\" y1=\"1130.09\" x2=\"1722.94\" y2=\"1130.09\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1762.94\" y1=\"1130.09\" x2=\"1762.94\" y2=\"1170.09\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1762.94\" y1=\"1130.09\" x2=\"1802.94\" y2=\"1130.09\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1515.85\" y1=\"1142.12\" x2=\"1515.85\" y2=\"1102.12\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1515.85\" y1=\"1142.12\" x2=\"1475.85\" y2=\"1142.12\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1515.85\" y1=\"1142.12\" x2=\"1515.85\" y2=\"1182.12\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1515.85\" y1=\"1142.12\" x2=\"1555.85\" y2=\"1142.12\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1704.79\" y1=\"1412.76\" x2=\"1704.79\" y2=\"1372.76\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1704.79\" y1=\"1412.76\" x2=\"1664.79\" y2=\"1412.76\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1704.79\" y1=\"1412.76\" x2=\"1704.79\" y2=\"1452.76\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1704.79\" y1=\"1412.76\" x2=\"1744.79\" y2=\"1412.76\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1440.38\" y1=\"1417.9\" x2=\"1440.38\" y2=\"1377.9\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1440.38\" y1=\"1417.9\" x2=\"1400.38\" y2=\"1417.9\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1440.38\" y1=\"1417.9\" x2=\"1440.38\" y2=\"1457.9\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1440.38\" y1=\"1417.9\" x2=\"1480.38\" y2=\"1417.9\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"2051.42\" y1=\"1360.41\" x2=\"2051.42\" y2=\"1320.41\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"2051.42\" y1=\"1360.41\" x2=\"2011.42\" y2=\"1360.41\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"2051.42\" y1=\"1360.41\" x2=\"2051.42\" y2=\"1400.41\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"2051.42\" y1=\"1360.41\" x2=\"2091.42\" y2=\"1360.41\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1493.43\" y1=\"922.395\" x2=\"1493.43\" y2=\"882.395\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1493.43\" y1=\"922.395\" x2=\"1453.43\" y2=\"922.395\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1493.43\" y1=\"922.395\" x2=\"1493.43\" y2=\"962.395\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1493.43\" y1=\"922.395\" x2=\"1533.43\" y2=\"922.395\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1487.59\" y1=\"942.514\" x2=\"1487.59\" y2=\"902.514\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1487.59\" y1=\"942.514\" x2=\"1447.59\" y2=\"942.514\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1487.59\" y1=\"942.514\" x2=\"1487.59\" y2=\"982.514\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1487.59\" y1=\"942.514\" x2=\"1527.59\" y2=\"942.514\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1307.78\" y1=\"961.149\" x2=\"1307.78\" y2=\"921.149\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1307.78\" y1=\"961.149\" x2=\"1267.78\" y2=\"961.149\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1307.78\" y1=\"961.149\" x2=\"1307.78\" y2=\"1001.15\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1307.78\" y1=\"961.149\" x2=\"1347.78\" y2=\"961.149\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1335.9\" y1=\"1407.83\" x2=\"1335.9\" y2=\"1367.83\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1335.9\" y1=\"1407.83\" x2=\"1295.9\" y2=\"1407.83\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1335.9\" y1=\"1407.83\" x2=\"1335.9\" y2=\"1447.83\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1335.9\" y1=\"1407.83\" x2=\"1375.9\" y2=\"1407.83\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1980.56\" y1=\"1362.95\" x2=\"1980.56\" y2=\"1322.95\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1980.56\" y1=\"1362.95\" x2=\"1940.56\" y2=\"1362.95\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1980.56\" y1=\"1362.95\" x2=\"1980.56\" y2=\"1402.95\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1980.56\" y1=\"1362.95\" x2=\"2020.56\" y2=\"1362.95\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1568.54\" y1=\"1152.74\" x2=\"1568.54\" y2=\"1112.74\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1568.54\" y1=\"1152.74\" x2=\"1528.54\" y2=\"1152.74\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1568.54\" y1=\"1152.74\" x2=\"1568.54\" y2=\"1192.74\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1568.54\" y1=\"1152.74\" x2=\"1608.54\" y2=\"1152.74\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"2057.18\" y1=\"1336.32\" x2=\"2057.18\" y2=\"1296.32\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"2057.18\" y1=\"1336.32\" x2=\"2017.18\" y2=\"1336.32\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"2057.18\" y1=\"1336.32\" x2=\"2057.18\" y2=\"1376.32\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"2057.18\" y1=\"1336.32\" x2=\"2097.18\" y2=\"1336.32\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1631.14\" y1=\"1059.4\" x2=\"1631.14\" y2=\"1019.4\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1631.14\" y1=\"1059.4\" x2=\"1591.14\" y2=\"1059.4\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1631.14\" y1=\"1059.4\" x2=\"1631.14\" y2=\"1099.4\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1631.14\" y1=\"1059.4\" x2=\"1671.14\" y2=\"1059.4\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1919.49\" y1=\"1271.97\" x2=\"1919.49\" y2=\"1231.97\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1919.49\" y1=\"1271.97\" x2=\"1879.49\" y2=\"1271.97\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1919.49\" y1=\"1271.97\" x2=\"1919.49\" y2=\"1311.97\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1919.49\" y1=\"1271.97\" x2=\"1959.49\" y2=\"1271.97\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1969.96\" y1=\"1290.99\" x2=\"1969.96\" y2=\"1250.99\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1969.96\" y1=\"1290.99\" x2=\"1929.96\" y2=\"1290.99\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1969.96\" y1=\"1290.99\" x2=\"1969.96\" y2=\"1330.99\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1969.96\" y1=\"1290.99\" x2=\"2009.96\" y2=\"1290.99\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1300.34\" y1=\"1027.02\" x2=\"1300.34\" y2=\"987.021\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1300.34\" y1=\"1027.02\" x2=\"1260.34\" y2=\"1027.02\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1300.34\" y1=\"1027.02\" x2=\"1300.34\" y2=\"1067.02\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1300.34\" y1=\"1027.02\" x2=\"1340.34\" y2=\"1027.02\" style=\"stroke:#000003; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"708.943\" y1=\"390.495\" x2=\"708.943\" y2=\"350.495\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"708.943\" y1=\"390.495\" x2=\"668.943\" y2=\"390.495\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"708.943\" y1=\"390.495\" x2=\"708.943\" y2=\"430.495\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"708.943\" y1=\"390.495\" x2=\"748.943\" y2=\"390.495\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"519.893\" y1=\"298.173\" x2=\"519.893\" y2=\"258.173\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"519.893\" y1=\"298.173\" x2=\"479.893\" y2=\"298.173\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"519.893\" y1=\"298.173\" x2=\"519.893\" y2=\"338.173\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"519.893\" y1=\"298.173\" x2=\"559.893\" y2=\"298.173\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"818.689\" y1=\"530.227\" x2=\"818.689\" y2=\"490.227\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"818.689\" y1=\"530.227\" x2=\"778.689\" y2=\"530.227\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"818.689\" y1=\"530.227\" x2=\"818.689\" y2=\"570.227\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"818.689\" y1=\"530.227\" x2=\"858.689\" y2=\"530.227\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1005.45\" y1=\"417.316\" x2=\"1005.45\" y2=\"377.316\" style=\"stroke:#000005; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1005.45\" y1=\"417.316\" x2=\"965.455\" y2=\"417.316\" style=\"stroke:#000005; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1005.45\" y1=\"417.316\" x2=\"1005.45\" y2=\"457.316\" style=\"stroke:#000005; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"1005.45\" y1=\"417.316\" x2=\"1045.45\" y2=\"417.316\" style=\"stroke:#000005; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"234.64\" y1=\"238.451\" x2=\"234.64\" y2=\"198.451\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"234.64\" y1=\"238.451\" x2=\"194.64\" y2=\"238.451\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"234.64\" y1=\"238.451\" x2=\"234.64\" y2=\"278.451\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"234.64\" y1=\"238.451\" x2=\"274.64\" y2=\"238.451\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"399.391\" y1=\"422.844\" x2=\"399.391\" y2=\"382.844\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"399.391\" y1=\"422.844\" x2=\"359.391\" y2=\"422.844\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"399.391\" y1=\"422.844\" x2=\"399.391\" y2=\"462.844\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"399.391\" y1=\"422.844\" x2=\"439.391\" y2=\"422.844\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"569.776\" y1=\"354.099\" x2=\"569.776\" y2=\"314.099\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"569.776\" y1=\"354.099\" x2=\"529.776\" y2=\"354.099\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"569.776\" y1=\"354.099\" x2=\"569.776\" y2=\"394.099\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"569.776\" y1=\"354.099\" x2=\"609.776\" y2=\"354.099\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"882.57\" y1=\"465.227\" x2=\"882.57\" y2=\"425.227\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"882.57\" y1=\"465.227\" x2=\"842.57\" y2=\"465.227\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"882.57\" y1=\"465.227\" x2=\"882.57\" y2=\"505.227\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"882.57\" y1=\"465.227\" x2=\"922.57\" y2=\"465.227\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"681.006\" y1=\"388.332\" x2=\"681.006\" y2=\"348.332\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"681.006\" y1=\"388.332\" x2=\"641.006\" y2=\"388.332\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"681.006\" y1=\"388.332\" x2=\"681.006\" y2=\"428.332\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"681.006\" y1=\"388.332\" x2=\"721.006\" y2=\"388.332\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"473.802\" y1=\"646.577\" x2=\"473.802\" y2=\"606.577\" style=\"stroke:#06041b; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"473.802\" y1=\"646.577\" x2=\"433.802\" y2=\"646.577\" style=\"stroke:#06041b; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"473.802\" y1=\"646.577\" x2=\"473.802\" y2=\"686.577\" style=\"stroke:#06041b; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"473.802\" y1=\"646.577\" x2=\"513.802\" y2=\"646.577\" style=\"stroke:#06041b; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"829.466\" y1=\"196.738\" x2=\"829.466\" y2=\"156.738\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"829.466\" y1=\"196.738\" x2=\"789.466\" y2=\"196.738\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"829.466\" y1=\"196.738\" x2=\"829.466\" y2=\"236.738\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"829.466\" y1=\"196.738\" x2=\"869.466\" y2=\"196.738\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"362.469\" y1=\"344.68\" x2=\"362.469\" y2=\"304.68\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"362.469\" y1=\"344.68\" x2=\"322.469\" y2=\"344.68\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"362.469\" y1=\"344.68\" x2=\"362.469\" y2=\"384.68\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"362.469\" y1=\"344.68\" x2=\"402.469\" y2=\"344.68\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"685.191\" y1=\"237.411\" x2=\"685.191\" y2=\"197.411\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"685.191\" y1=\"237.411\" x2=\"645.191\" y2=\"237.411\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"685.191\" y1=\"237.411\" x2=\"685.191\" y2=\"277.411\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"685.191\" y1=\"237.411\" x2=\"725.191\" y2=\"237.411\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"842.535\" y1=\"274.847\" x2=\"842.535\" y2=\"234.847\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"842.535\" y1=\"274.847\" x2=\"802.535\" y2=\"274.847\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"842.535\" y1=\"274.847\" x2=\"842.535\" y2=\"314.847\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"842.535\" y1=\"274.847\" x2=\"882.535\" y2=\"274.847\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"272.122\" y1=\"404.514\" x2=\"272.122\" y2=\"364.514\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"272.122\" y1=\"404.514\" x2=\"232.122\" y2=\"404.514\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"272.122\" y1=\"404.514\" x2=\"272.122\" y2=\"444.514\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"272.122\" y1=\"404.514\" x2=\"312.122\" y2=\"404.514\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"838.35\" y1=\"639.165\" x2=\"838.35\" y2=\"599.165\" style=\"stroke:#010008; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"838.35\" y1=\"639.165\" x2=\"798.35\" y2=\"639.165\" style=\"stroke:#010008; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"838.35\" y1=\"639.165\" x2=\"838.35\" y2=\"679.165\" style=\"stroke:#010008; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"838.35\" y1=\"639.165\" x2=\"878.35\" y2=\"639.165\" style=\"stroke:#010008; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"908.544\" y1=\"215.279\" x2=\"908.544\" y2=\"175.279\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"908.544\" y1=\"215.279\" x2=\"868.544\" y2=\"215.279\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"908.544\" y1=\"215.279\" x2=\"908.544\" y2=\"255.279\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"908.544\" y1=\"215.279\" x2=\"948.544\" y2=\"215.279\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"511.512\" y1=\"602.703\" x2=\"511.512\" y2=\"562.703\" style=\"stroke:#010008; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"511.512\" y1=\"602.703\" x2=\"471.512\" y2=\"602.703\" style=\"stroke:#010008; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"511.512\" y1=\"602.703\" x2=\"511.512\" y2=\"642.703\" style=\"stroke:#010008; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"511.512\" y1=\"602.703\" x2=\"551.512\" y2=\"602.703\" style=\"stroke:#010008; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"853.596\" y1=\"325.579\" x2=\"853.596\" y2=\"285.579\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"853.596\" y1=\"325.579\" x2=\"813.596\" y2=\"325.579\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"853.596\" y1=\"325.579\" x2=\"853.596\" y2=\"365.579\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"853.596\" y1=\"325.579\" x2=\"893.596\" y2=\"325.579\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"342.131\" y1=\"117.935\" x2=\"342.131\" y2=\"77.935\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"342.131\" y1=\"117.935\" x2=\"302.131\" y2=\"117.935\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"342.131\" y1=\"117.935\" x2=\"342.131\" y2=\"157.935\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<line clip-path=\"url(#clip912)\" x1=\"342.131\" y1=\"117.935\" x2=\"382.131\" y2=\"117.935\" style=\"stroke:#000006; stroke-width:3.2; stroke-opacity:1\"\/>\n<defs>\n <clipPath id=\"clip913\">\n <rect x=\"2160\" y=\"47\" width=\"73\" height=\"1440\"\/>\n <\/clipPath>\n<\/defs>\n<g clip-path=\"url(#clip913)\">\n<image width=\"72\" height=\"1439\" xlink:href=\"data:image\/png;base64,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\nBYGCQOE\/LrLuTX\/wFc8AAAAASUVORK5CYII=\n\" transform=\"translate(2161, 47)\"\/>\n<\/g>\n<path clip-path=\"url(#clip910)\" d=\"M2280.7 1334.68 Q2277.09 1334.68 2275.26 1338.25 Q2273.45 1341.79 2273.45 1348.92 Q2273.45 1356.02 2275.26 1359.59 Q2277.09 1363.13 2280.7 1363.13 Q2284.33 1363.13 2286.14 1359.59 Q2287.97 1356.02 2287.97 1348.92 Q2287.97 1341.79 2286.14 1338.25 Q2284.33 1334.68 2280.7 1334.68 M2280.7 1330.98 Q2286.51 1330.98 2289.57 1335.58 Q2292.64 1340.17 2292.64 1348.92 Q2292.64 1357.64 2289.57 1362.25 Q2286.51 1366.83 2280.7 1366.83 Q2274.89 1366.83 2271.81 1362.25 Q2268.76 1357.64 2268.76 1348.92 Q2268.76 1340.17 2271.81 1335.58 Q2274.89 1330.98 2280.7 1330.98 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip910)\" d=\"M2300.86 1360.28 L2305.75 1360.28 L2305.75 1366.16 L2300.86 1366.16 L2300.86 1360.28 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip910)\" d=\"M2316.74 1362.23 L2324.38 1362.23 L2324.38 1335.86 L2316.07 1337.53 L2316.07 1333.27 L2324.33 1331.6 L2329.01 1331.6 L2329.01 1362.23 L2336.65 1362.23 L2336.65 1366.16 L2316.74 1366.16 L2316.74 1362.23 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip910)\" d=\"M2280.7 1187.76 Q2277.09 1187.76 2275.26 1191.33 Q2273.45 1194.87 2273.45 1202 Q2273.45 1209.1 2275.26 1212.67 Q2277.09 1216.21 2280.7 1216.21 Q2284.33 1216.21 2286.14 1212.67 Q2287.97 1209.1 2287.97 1202 Q2287.97 1194.87 2286.14 1191.33 Q2284.33 1187.76 2280.7 1187.76 M2280.7 1184.06 Q2286.51 1184.06 2289.57 1188.66 Q2292.64 1193.25 2292.64 1202 Q2292.64 1210.72 2289.57 1215.33 Q2286.51 1219.91 2280.7 1219.91 Q2274.89 1219.91 2271.81 1215.33 Q2268.76 1210.72 2268.76 1202 Q2268.76 1193.25 2271.81 1188.66 Q2274.89 1184.06 2280.7 1184.06 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip910)\" d=\"M2300.86 1213.36 L2305.75 1213.36 L2305.75 1219.24 L2300.86 1219.24 L2300.86 1213.36 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip910)\" d=\"M2319.96 1215.31 L2336.28 1215.31 L2336.28 1219.24 L2314.33 1219.24 L2314.33 1215.31 Q2317 1212.55 2321.58 1207.92 Q2326.19 1203.27 2327.37 1201.93 Q2329.61 1199.4 2330.49 1197.67 Q2331.39 1195.91 2331.39 1194.22 Q2331.39 1191.46 2329.45 1189.73 Q2327.53 1187.99 2324.43 1187.99 Q2322.23 1187.99 2319.77 1188.76 Q2317.34 1189.52 2314.57 1191.07 L2314.57 1186.35 Q2317.39 1185.21 2319.84 1184.64 Q2322.3 1184.06 2324.33 1184.06 Q2329.7 1184.06 2332.9 1186.74 Q2336.09 1189.43 2336.09 1193.92 Q2336.09 1196.05 2335.28 1197.97 Q2334.5 1199.87 2332.39 1202.46 Q2331.81 1203.13 2328.71 1206.35 Q2325.61 1209.54 2319.96 1215.31 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip910)\" d=\"M2280.7 1040.84 Q2277.09 1040.84 2275.26 1044.4 Q2273.45 1047.95 2273.45 1055.08 Q2273.45 1062.18 2275.26 1065.75 Q2277.09 1069.29 2280.7 1069.29 Q2284.33 1069.29 2286.14 1065.75 Q2287.97 1062.18 2287.97 1055.08 Q2287.97 1047.95 2286.14 1044.4 Q2284.33 1040.84 2280.7 1040.84 M2280.7 1037.14 Q2286.51 1037.14 2289.57 1041.74 Q2292.64 1046.33 2292.64 1055.08 Q2292.64 1063.8 2289.57 1068.41 Q2286.51 1072.99 2280.7 1072.99 Q2274.89 1072.99 2271.81 1068.41 Q2268.76 1063.8 2268.76 1055.08 Q2268.76 1046.33 2271.81 1041.74 Q2274.89 1037.14 2280.7 1037.14 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip910)\" d=\"M2300.86 1066.44 L2305.75 1066.44 L2305.75 1072.32 L2300.86 1072.32 L2300.86 1066.44 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip910)\" d=\"M2330.1 1053.69 Q2333.45 1054.4 2335.33 1056.67 Q2337.23 1058.94 2337.23 1062.27 Q2337.23 1067.39 2333.71 1070.19 Q2330.19 1072.99 2323.71 1072.99 Q2321.53 1072.99 2319.22 1072.55 Q2316.93 1072.14 2314.47 1071.28 L2314.47 1066.77 Q2316.42 1067.9 2318.73 1068.48 Q2321.05 1069.06 2323.57 1069.06 Q2327.97 1069.06 2330.26 1067.32 Q2332.58 1065.58 2332.58 1062.27 Q2332.58 1059.22 2330.42 1057.51 Q2328.29 1055.77 2324.47 1055.77 L2320.45 1055.77 L2320.45 1051.93 L2324.66 1051.93 Q2328.11 1051.93 2329.94 1050.56 Q2331.76 1049.17 2331.76 1046.58 Q2331.76 1043.92 2329.87 1042.51 Q2327.99 1041.07 2324.47 1041.07 Q2322.55 1041.07 2320.35 1041.49 Q2318.15 1041.9 2315.51 1042.78 L2315.51 1038.62 Q2318.18 1037.88 2320.49 1037.51 Q2322.83 1037.14 2324.89 1037.14 Q2330.21 1037.14 2333.32 1039.57 Q2336.42 1041.97 2336.42 1046.09 Q2336.42 1048.96 2334.77 1050.96 Q2333.13 1052.92 2330.1 1053.69 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip910)\" d=\"M2280.7 893.918 Q2277.09 893.918 2275.26 897.483 Q2273.45 901.025 2273.45 908.154 Q2273.45 915.261 2275.26 918.826 Q2277.09 922.367 2280.7 922.367 Q2284.33 922.367 2286.14 918.826 Q2287.97 915.261 2287.97 908.154 Q2287.97 901.025 2286.14 897.483 Q2284.33 893.918 2280.7 893.918 M2280.7 890.215 Q2286.51 890.215 2289.57 894.821 Q2292.64 899.404 2292.64 908.154 Q2292.64 916.881 2289.57 921.488 Q2286.51 926.071 2280.7 926.071 Q2274.89 926.071 2271.81 921.488 Q2268.76 916.881 2268.76 908.154 Q2268.76 899.404 2271.81 894.821 Q2274.89 890.215 2280.7 890.215 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip910)\" d=\"M2300.86 919.52 L2305.75 919.52 L2305.75 925.4 L2300.86 925.4 L2300.86 919.52 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip910)\" d=\"M2328.78 894.914 L2316.97 913.363 L2328.78 913.363 L2328.78 894.914 M2327.55 890.84 L2333.43 890.84 L2333.43 913.363 L2338.36 913.363 L2338.36 917.252 L2333.43 917.252 L2333.43 925.4 L2328.78 925.4 L2328.78 917.252 L2313.18 917.252 L2313.18 912.738 L2327.55 890.84 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip910)\" d=\"M2280.7 746.997 Q2277.09 746.997 2275.26 750.562 Q2273.45 754.104 2273.45 761.233 Q2273.45 768.34 2275.26 771.905 Q2277.09 775.446 2280.7 775.446 Q2284.33 775.446 2286.14 771.905 Q2287.97 768.34 2287.97 761.233 Q2287.97 754.104 2286.14 750.562 Q2284.33 746.997 2280.7 746.997 M2280.7 743.294 Q2286.51 743.294 2289.57 747.9 Q2292.64 752.483 2292.64 761.233 Q2292.64 769.96 2289.57 774.567 Q2286.51 779.15 2280.7 779.15 Q2274.89 779.15 2271.81 774.567 Q2268.76 769.96 2268.76 761.233 Q2268.76 752.483 2271.81 747.9 Q2274.89 743.294 2280.7 743.294 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip910)\" d=\"M2300.86 772.599 L2305.75 772.599 L2305.75 778.479 L2300.86 778.479 L2300.86 772.599 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip910)\" d=\"M2315.98 743.919 L2334.33 743.919 L2334.33 747.854 L2320.26 747.854 L2320.26 756.326 Q2321.28 755.979 2322.3 755.817 Q2323.32 755.631 2324.33 755.631 Q2330.12 755.631 2333.5 758.803 Q2336.88 761.974 2336.88 767.391 Q2336.88 772.969 2333.41 776.071 Q2329.94 779.15 2323.62 779.15 Q2321.44 779.15 2319.17 778.78 Q2316.93 778.409 2314.52 777.668 L2314.52 772.969 Q2316.6 774.104 2318.83 774.659 Q2321.05 775.215 2323.52 775.215 Q2327.53 775.215 2329.87 773.108 Q2332.2 771.002 2332.2 767.391 Q2332.2 763.78 2329.87 761.673 Q2327.53 759.567 2323.52 759.567 Q2321.65 759.567 2319.77 759.983 Q2317.92 760.4 2315.98 761.28 L2315.98 743.919 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip910)\" d=\"M2280.7 600.076 Q2277.09 600.076 2275.26 603.641 Q2273.45 607.183 2273.45 614.312 Q2273.45 621.419 2275.26 624.983 Q2277.09 628.525 2280.7 628.525 Q2284.33 628.525 2286.14 624.983 Q2287.97 621.419 2287.97 614.312 Q2287.97 607.183 2286.14 603.641 Q2284.33 600.076 2280.7 600.076 M2280.7 596.373 Q2286.51 596.373 2289.57 600.979 Q2292.64 605.562 2292.64 614.312 Q2292.64 623.039 2289.57 627.646 Q2286.51 632.229 2280.7 632.229 Q2274.89 632.229 2271.81 627.646 Q2268.76 623.039 2268.76 614.312 Q2268.76 605.562 2271.81 600.979 Q2274.89 596.373 2280.7 596.373 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip910)\" d=\"M2300.86 625.678 L2305.75 625.678 L2305.75 631.558 L2300.86 631.558 L2300.86 625.678 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip910)\" d=\"M2326.51 612.414 Q2323.36 612.414 2321.51 614.567 Q2319.68 616.72 2319.68 620.47 Q2319.68 624.196 2321.51 626.372 Q2323.36 628.525 2326.51 628.525 Q2329.66 628.525 2331.49 626.372 Q2333.34 624.196 2333.34 620.47 Q2333.34 616.72 2331.49 614.567 Q2329.66 612.414 2326.51 612.414 M2335.79 597.761 L2335.79 602.021 Q2334.03 601.187 2332.23 600.748 Q2330.45 600.308 2328.69 600.308 Q2324.06 600.308 2321.6 603.433 Q2319.17 606.558 2318.83 612.877 Q2320.19 610.863 2322.25 609.798 Q2324.31 608.71 2326.79 608.71 Q2332 608.71 2335.01 611.882 Q2338.04 615.03 2338.04 620.47 Q2338.04 625.794 2334.89 629.011 Q2331.74 632.229 2326.51 632.229 Q2320.51 632.229 2317.34 627.646 Q2314.17 623.039 2314.17 614.312 Q2314.17 606.118 2318.06 601.257 Q2321.95 596.373 2328.5 596.373 Q2330.26 596.373 2332.04 596.72 Q2333.85 597.067 2335.79 597.761 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip910)\" d=\"M2280.7 453.155 Q2277.09 453.155 2275.26 456.72 Q2273.45 460.262 2273.45 467.391 Q2273.45 474.498 2275.26 478.062 Q2277.09 481.604 2280.7 481.604 Q2284.33 481.604 2286.14 478.062 Q2287.97 474.498 2287.97 467.391 Q2287.97 460.262 2286.14 456.72 Q2284.33 453.155 2280.7 453.155 M2280.7 449.451 Q2286.51 449.451 2289.57 454.058 Q2292.64 458.641 2292.64 467.391 Q2292.64 476.118 2289.57 480.724 Q2286.51 485.308 2280.7 485.308 Q2274.89 485.308 2271.81 480.724 Q2268.76 476.118 2268.76 467.391 Q2268.76 458.641 2271.81 454.058 Q2274.89 449.451 2280.7 449.451 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip910)\" d=\"M2300.86 478.757 L2305.75 478.757 L2305.75 484.636 L2300.86 484.636 L2300.86 478.757 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip910)\" d=\"M2314.75 450.076 L2336.97 450.076 L2336.97 452.067 L2324.43 484.636 L2319.54 484.636 L2331.35 454.012 L2314.75 454.012 L2314.75 450.076 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip910)\" d=\"M2280.7 306.234 Q2277.09 306.234 2275.26 309.799 Q2273.45 313.341 2273.45 320.47 Q2273.45 327.577 2275.26 331.141 Q2277.09 334.683 2280.7 334.683 Q2284.33 334.683 2286.14 331.141 Q2287.97 327.577 2287.97 320.47 Q2287.97 313.341 2286.14 309.799 Q2284.33 306.234 2280.7 306.234 M2280.7 302.53 Q2286.51 302.53 2289.57 307.137 Q2292.64 311.72 2292.64 320.47 Q2292.64 329.197 2289.57 333.803 Q2286.51 338.387 2280.7 338.387 Q2274.89 338.387 2271.81 333.803 Q2268.76 329.197 2268.76 320.47 Q2268.76 311.72 2271.81 307.137 Q2274.89 302.53 2280.7 302.53 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip910)\" d=\"M2300.86 331.836 L2305.75 331.836 L2305.75 337.715 L2300.86 337.715 L2300.86 331.836 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip910)\" d=\"M2325.93 321.303 Q2322.6 321.303 2320.68 323.086 Q2318.78 324.868 2318.78 327.993 Q2318.78 331.118 2320.68 332.901 Q2322.6 334.683 2325.93 334.683 Q2329.26 334.683 2331.19 332.901 Q2333.11 331.095 2333.11 327.993 Q2333.11 324.868 2331.19 323.086 Q2329.29 321.303 2325.93 321.303 M2321.26 319.313 Q2318.25 318.572 2316.56 316.512 Q2314.89 314.452 2314.89 311.489 Q2314.89 307.345 2317.83 304.938 Q2320.79 302.53 2325.93 302.53 Q2331.09 302.53 2334.03 304.938 Q2336.97 307.345 2336.97 311.489 Q2336.97 314.452 2335.28 316.512 Q2333.62 318.572 2330.63 319.313 Q2334.01 320.1 2335.89 322.391 Q2337.78 324.683 2337.78 327.993 Q2337.78 333.016 2334.7 335.702 Q2331.65 338.387 2325.93 338.387 Q2320.21 338.387 2317.14 335.702 Q2314.08 333.016 2314.08 327.993 Q2314.08 324.683 2315.98 322.391 Q2317.88 320.1 2321.26 319.313 M2319.54 311.928 Q2319.54 314.614 2321.21 316.118 Q2322.9 317.623 2325.93 317.623 Q2328.94 317.623 2330.63 316.118 Q2332.34 314.614 2332.34 311.928 Q2332.34 309.243 2330.63 307.739 Q2328.94 306.234 2325.93 306.234 Q2322.9 306.234 2321.21 307.739 Q2319.54 309.243 2319.54 311.928 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip910)\" d=\"M2280.7 159.313 Q2277.09 159.313 2275.26 162.878 Q2273.45 166.419 2273.45 173.549 Q2273.45 180.655 2275.26 184.22 Q2277.09 187.762 2280.7 187.762 Q2284.33 187.762 2286.14 184.22 Q2287.97 180.655 2287.97 173.549 Q2287.97 166.419 2286.14 162.878 Q2284.33 159.313 2280.7 159.313 M2280.7 155.609 Q2286.51 155.609 2289.57 160.216 Q2292.64 164.799 2292.64 173.549 Q2292.64 182.276 2289.57 186.882 Q2286.51 191.466 2280.7 191.466 Q2274.89 191.466 2271.81 186.882 Q2268.76 182.276 2268.76 173.549 Q2268.76 164.799 2271.81 160.216 Q2274.89 155.609 2280.7 155.609 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip910)\" d=\"M2300.86 184.915 L2305.75 184.915 L2305.75 190.794 L2300.86 190.794 L2300.86 184.915 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip910)\" d=\"M2316.07 190.077 L2316.07 185.818 Q2317.83 186.651 2319.64 187.091 Q2321.44 187.53 2323.18 187.53 Q2327.81 187.53 2330.24 184.429 Q2332.69 181.304 2333.04 174.961 Q2331.7 176.952 2329.64 178.017 Q2327.58 179.081 2325.08 179.081 Q2319.89 179.081 2316.86 175.956 Q2313.85 172.808 2313.85 167.369 Q2313.85 162.044 2317 158.827 Q2320.14 155.609 2325.38 155.609 Q2331.37 155.609 2334.52 160.216 Q2337.69 164.799 2337.69 173.549 Q2337.69 181.72 2333.8 186.605 Q2329.94 191.466 2323.39 191.466 Q2321.63 191.466 2319.82 191.118 Q2318.01 190.771 2316.07 190.077 M2325.38 175.424 Q2328.52 175.424 2330.35 173.271 Q2332.2 171.119 2332.2 167.369 Q2332.2 163.642 2330.35 161.489 Q2328.52 159.313 2325.38 159.313 Q2322.23 159.313 2320.38 161.489 Q2318.55 163.642 2318.55 167.369 Q2318.55 171.119 2320.38 173.271 Q2322.23 175.424 2325.38 175.424 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><polyline clip-path=\"url(#clip910)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1486.45 2232.76,1352.51 2256.76,1352.51 2232.76,1352.51 2232.76,1205.59 2256.76,1205.59 2232.76,1205.59 2232.76,1058.67 2256.76,1058.67 2232.76,1058.67 2232.76,911.748 2256.76,911.748 2232.76,911.748 2232.76,764.827 2256.76,764.827 2232.76,764.827 2232.76,617.906 2256.76,617.906 2232.76,617.906 2232.76,470.985 2256.76,470.985 2232.76,470.985 2232.76,324.064 2256.76,324.064 2232.76,324.064 2232.76,177.143 2256.76,177.143 2232.76,177.143 2232.76,47.2441 \"\/>\n<\/svg>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"cell-id=6ba7fdc1\" class=\"jp-Cell jp-MarkdownCell jp-Notebook-cell\">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\"><div class=\"jp-InputPrompt jp-InputArea-prompt\">\n<\/div><div class=\"jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput \" data-mime-type=\"text\/markdown\">\n<p>\uc774\uc81c \uc608\uce21\uc744 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3 id=\"%EB%B2%A0%EC%9D%B4%EC%A6%88-%EC%8B%A0%EA%B2%BD%EB%A7%9D%EC%9D%98-%EC%98%88%EC%B8%A1-%EB%B6%84%ED%8F%AC\">베이즈 신경망의 예측 분포<a class=\"anchor-link\" href=\"#%EB%B2%A0%EC%9D%B4%EC%A6%88-%EC%8B%A0%EA%B2%BD%EB%A7%9D%EC%9D%98-%EC%98%88%EC%B8%A1-%EB%B6%84%ED%8F%AC\">¶<\/a><\/h3><p>\uc774 \uc218\uc2dd\uc740 <strong>\ubca0\uc774\uc988 \uc2e0\uacbd\ub9dd\uc758 \uc608\uce21<\/strong>\uc744 \uc704\ud55c \uac83\uc785\ub2c8\ub2e4.<\/p>\n$$\np(\\tilde{x} | X,\\alpha) = \\int_\\theta p(\\tilde{x} | \\theta) p(\\theta | X,\\alpha) \\approx \\sum_{\\theta \\sim p(\\theta | X,\\alpha) } f_\\theta(\\tilde{x})\n$$<p>$p(\\tilde{x} | X,\\alpha)$\ub294 \ud559\uc2b5\ub370\uc774\ud130 $X$\uc640 \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 $\\alpha$\uac00 \uc8fc\uc5b4 \uc84c\uc744 \ub54c \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130 \ud3ec\uc778\ud2b8$\\tilde{x}$\uc5d0 \ub300\ud55c \uc608\uce21 \ud655\ub960\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/p>\n<p>\uc5ec\uae30\uc11c $p(\\tilde{x} | \\theta)$\ub294 \ud30c\ub77c\ubbf8\ud130(\uac00\uc911\uce58\uc640 \ud3b8\ud5a5) $\\theta$\ub85c \uad6c\uc131\ub41c\uc2e0\uacbd\ub9dd \ubaa8\ub378\uc744 \ud1b5\ud574 \uc8fc\uc5b4\uc9c4 \uc785\ub825 $\\tilde{x}$\uc5d0 \ub300\ud55c \uc608\uce21\uc744 \ub098\ud0c0 \ub0c5\ub2c8\ub2e4. \uc2e0\uacbd\ub9dd\uc740 \ud30c\ub77c\ubbf8\ud130 $\\theta$\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc785\ub825 \ub370\uc774\ud130\ub97c \ubcc0\ud658\ud558\uba70, \uc774\ub97c \ud1b5\ud574 \uc5bb\uc5b4\uc9c4 \ucd9c\ub825\uc744 $f_\\theta(\\tilde{x})$\ub85c \ud45c\ud604 \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c $p(\\tilde{x} | \\theta)$\uc640 $f_\\theta(\\tilde{x})$\ub294 \ub3d9\uc77c \ud558\ub2e4\uace0 \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>$p(\\theta | X,\\alpha)$\ub294 \ud559\uc2b5\ub370\uc774\ud130 $X$\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubca0\uc774\uc988 \ucd94\ub860\uc73c\ub85c \uc5bb\uc740 \ud30c\ub77c\ubbf8\ud130 $\\theta$\uc758 \uc0ac\ud6c4\ubd84\ud3ec \uc785\ub2c8\ub2e4.<br\/>\n\uc774 \uc608\uc81c\uc5d0\uc11c $X$\ub294 \ub370\uc774\ud130 \ud3ec\uc778\ud2b8 <code>xs<\/code>\uc640 \ud0c0\ucf13(\ub610\ub294 \uce74\ud14c\uace0\ub9ac, \ub808\uc774\ube14) <code>ts<\/code>\ub97c \ud3ec\ud568 \ud569\ub2c8\ub2e4. \uc989 $X = \\{xs,ts\\}$<\/p>\n<p>\uc704\uc758 \uc218\uc2dd\uc5d0\uc11c $p(\\tilde{x} | X,\\alpha)$\uc744 \uc801\ubd84\uc73c\ub85c \uc9c1\uc811 \uc5bb\ub294\uac83\uc740 \uc77c\ubc18\uc801\uc73c\ub85c \uacc4\uc0b0\uc801\uc73c\ub85c \uc5b4\ub835\uac70\ub098 \ubd88\uac00\ub2a5 \ud558\uae30 \ub54c\ubb38\uc5d0 \uadfc\uc0ac\uc801 \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud558\uac8c \ub429\ub2c8\ub2e4.<\/p>\n<p>$\\sum_{\\theta \\sim p(\\theta | X,\\alpha) } f_\\theta(\\tilde{x})$\ub294 \uc774\ub7ec\ud55c \uadfc\uc0ac\uc801 \ubc29\ubc95 \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. \uc5ec\uae30\uc11c\ub294 $p(\\theta | X,\\alpha)$\uc758 \ud655\ub960\ubd84\ud3ec\uc5d0\uc11c \uc0d8\ud50c\ub9c1\ub41c \ud2b9\uc815\ud55c $\\theta$ \uac12\ub4e4\uc5d0 \ub300\ud574\uc11c\ub9cc $f_\\theta(\\tilde{x})$\ub97c \uacc4\uc0b0\ud558\uc5ec \ud3c9\uade0\uc744 \ucde8\ud569\ub2c8\ub2e4. \uc774\ub7f0 \ubc29\uc2dd\uc73c\ub85c, \uc804\uccb4 $\\theta$\uc758 \uacf5\uac04\uc744 \ub300\uc2e0\ud574\uc11c \ud2b9\uc815\ud55c \uc0d8\ud50c\ub9c1\ub41c $\\theta$\uac12\ub4e4\ub9cc\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc801\ubd84\uc744 \uadfc\uc0ac\ud558\uac8c \ub429\ub2c8\ub2e4.<\/p>\n<p>\uc774\ub7ec\ud55c \uadfc\uc0ac \ubc29\uc2dd\uc744 \ubaac\ud14c\uce74\ub97c\ub85c \uc801\ubd84(Monte Carlo integration)\uc774\ub77c \ubd88\ub9ac\uba70, \ub192\uc740 \ucc28\uc6d0\uc758 \uc801\ubd84 \ubb38\uc81c\uc5d0 \ud754\ud76c \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<p>\ub530\ub77c\uc11c $p(\\tilde{x} | X,\\alpha)$\uc5d0 \ub300\ud55c \uc801\ubd84\uc774 $\\sum_{\\theta \\sim p(\\theta | X,\\alpha) } f_\\theta(\\tilde{x})$\uc5d0 \uac00\uae5d\ub2e4\ub294 \uac83\uc740, \uc801\ubd84 \uac12\uc744 \uadfc\uc0ac\ud558\uae30 \uc704\ud574 \ubaac\ud14c\uce74\ub97c\ub85c \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud55c\ub2e4\ub294 \uac83\uc744 \uc758\ubbf8 \ud569\ub2c8\ub2e4.<\/p>\n<h3 id=\"$%5Ctheta$%EC%9D%98-%EC%82%AC%ED%9B%84-%EB%B6%84%ED%8F%AC-$p(%5Ctheta-%7C-X,%5Calpha)$-%EA%B5%AC%ED%95%98%EA%B8%B0\">$\\theta$의 사후 분포 $p(\\theta | X,\\alpha)$ 구하기<a class=\"anchor-link\" href=\"#$%5Ctheta$%EC%9D%98-%EC%82%AC%ED%9B%84-%EB%B6%84%ED%8F%AC-$p(%5Ctheta-%7C-X,%5Calpha)$-%EA%B5%AC%ED%95%98%EA%B8%B0\">¶<\/a><\/h3><p>$p(\\theta | X,\\alpha) \\propto p(X|\\theta) p(\\theta|\\alpha)$<\/p>\n<ul>\n<li>$p(X | \\theta)$ : \uc6b0\ub3c4 (likelihood)<\/li>\n<li>$p(\\theta|\\alpha)$ : \ud30c\ub77c\ubbf8\ud130 $\\theta$\uc758 \uc0ac\uc804\ubd84\ud3ec<\/li>\n<\/ul>\n<h4 id=\"1.-%EC%82%AC%EC%A0%84%EB%B6%84%ED%8F%AC(prior)\">1. 사전분포(prior)<a class=\"anchor-link\" href=\"#1.-%EC%82%AC%EC%A0%84%EB%B6%84%ED%8F%AC(prior)\">¶<\/a><\/h4><ul>\n<li>\uc218\uc2dd : $p(\\theta | \\alpha)$<\/li>\n<\/ul>\n<p>\ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 $\\alpha$\uac00 \uc8fc\uc5b4 \uc84c\uc744\ub54c \ud30c\ub77c\ubbf8\ud130 $\\theta$\uc758 \uc0ac\uc804\ubd84\ud3ec<\/p>\n<ul>\n<li>\ucf54\ub4dc:<\/li>\n<\/ul>\n<div class=\"highlight\"><pre><span><\/span><span class=\"n\">parameters<\/span> <span class=\"o\">~<\/span> <span class=\"n\">MvNormal<\/span><span class=\"p\">(<\/span><span class=\"n\">Zeros<\/span><span class=\"p\">(<\/span><span class=\"n\">nparameters<\/span><span class=\"p\">),<\/span> <span class=\"n\">I<\/span> <span class=\"o\">\/<\/span> <span class=\"n\">\u03b1<\/span><span class=\"p\">)<\/span>\n<\/pre><\/div>\n<ul>\n<li>\ud574\ub2f9 \ucf54\ub4dc\ub294 \uc2e0\uacbd\ub9dd\uc758 \uac00\uc911\uce58\uc640 \ud3b8\ud5a5\uc5d0 \ub300\ud55c \uc0ac\uc804\ubd84\ud3ec\ub97c \uc815\uaddc\ubd84\ud3ec\ub85c \uc124\uc815\ud569\ub2c8\ub2e4. \uc5ec\uae30\uc11c $\\alpha$\ub294 \uc815\uaddc\ubd84\ud3ec\uc758 \uacf5\ubd84\uc0b0\uc744 \uc870\uc808\ud558\ub294 \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \uc785\ub2c8\ub2e4.<\/li>\n<li>$\\alpha$ : \uc815\uaddc\ubd84\ud3ec\uc758 \uacf5\ubd84\uc0b0 \ud589\ub82c\uc758 \uc815\ubc00\ub3c4\ub97c \uacb0\uc815\ud558\ub294 \ud558\uc774\ud37c \ud30c\ub77c\ubbf8\ud130\ub85c\uc11c \uac12\uc774 \ud06c\uba74 \uc0ac\uc804\ubd84\ud3ec\uc758 \ubd84\uc0b0\uc774 \uc791\uc544\uc838 \ud30c\ub77c\ubbf8\ud130\uc758 \uac12\uc774 0 (\ub610\ub294 \ud3c9\uade0\uac12) \uc8fc\ubcc0\uc5d0 \ub354 \uc9d1\uc911\ub418\uac8c \ub418\uba70 \ubc18\ub300\ub85c \uac12\uc774 \uc791\uc73c\uba74 \ud30c\ub77c\ubbf8\ud130\uc758 \uac00\ub2a5\ud55c \uac12\uc758 \ubc94\uc704\uac00 \ub113\uc5b4\uc9c4\ub2e4. \uc218\uc2dd\uacfc \ucf54\ub4dc\uc5d0\uc11c $\\alpha$\ub294 \ub3d9\uc77c\ud55c \uac1c\ub150\uc744 \ub098\ud0c0\ub0b4\uba70, \ubca0\uc774\uc9c0\uc548 \uc811\uadfc\ubc95\uc5d0\uc11c \ubaa8\ub378\uc758 \ud30c\ub77c\ubbf8\ud130\uc5d0 \ub300\ud55c \uc0ac\uc804 \uc9c0\uc2dd\uc744 \ub098\ud0c0\ub0b4\ub294 \uc815\ubc00\ub3c4(precision) \ub610\ub294 \ubd88\ud655\uc2e4\uc131(uncertainty)\ub97c \uc870\uc808\ud558\ub294 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h4 id=\"2.-%EC%8B%A0%EA%B2%BD%EB%A7%9D-%EC%98%88%EC%B8%A1-%EB%AA%A8%EB%8D%B8\">2. 신경망 예측 모델<a class=\"anchor-link\" href=\"#2.-%EC%8B%A0%EA%B2%BD%EB%A7%9D-%EC%98%88%EC%B8%A1-%EB%AA%A8%EB%8D%B8\">¶<\/a><\/h4><p>\ud30c\ub77c\ubbf8\ud130 $\\theta$\uac00 \uc8fc\uc5b4 \uc84c\uc744 \ub54c \uc2e0\uacbd\ub9dd\uc758 \uc608\uce21 \ud568\uc218 : $f_{\\theta}$<\/p>\n<ul>\n<li>\uc218\uc2dd(1) : $f_{\\theta}(X)$<\/li>\n<\/ul>\n<ul>\n<li>$X$ : \ucf54\ub4dc(1)\uc5d0\uc11c \uc0ac\uc6a9\ub41c xs<\/li>\n<li>\uc544\ub798 \ucf54\ub4dc(1)\uc5d0\uc11c <code>preds<\/code>\uac00 $f_{\\theta}(X)$\uc5d0 \ud574\ub2f9<\/li>\n<\/ul>\n<ul>\n<li>\ucf54\ub4dc(1): \uc218\uc2dd(1)\uc5d0 \ud574\ub2f9 \ud558\ub294 \ucf54\ub4dc<\/li>\n<\/ul>\n<div class=\"highlight\"><pre><span><\/span><span class=\"n\">nn<\/span> <span class=\"o\">=<\/span> <span class=\"n\">reconstruct<\/span><span class=\"p\">(<\/span><span class=\"n\">parameters<\/span><span class=\"p\">)<\/span>\n<span class=\"n\">preds<\/span> <span class=\"o\">=<\/span> <span class=\"n\">nn<\/span><span class=\"p\">(<\/span><span class=\"n\">xs<\/span><span class=\"p\">)<\/span>\n<\/pre><\/div>\n<ul>\n<li>\uc218\uc2dd(2) : $f_{\\theta_i}(\\tilde{x})$<\/li>\n<\/ul>\n<ul>\n<li>$\\theta_i$ : \ucf54\ub4dc(2)\uc5d0\uc11c \uc0ac\uc6a9\ub41c <code>theta[i, :]<\/code><\/li>\n<li>$\\tilde{x}$ : \ucf54\ub4dc(2)\uc5d0\uc11c \uc0ac\uc6a9\ub41c <code>x1<\/code>, <code>x2<\/code><\/li>\n<\/ul>\n<ul>\n<li>\ucf54\ub4dc(2): \uc218\uc2dd(2)\uc5d0 \ud574\ub2f9 \ud558\ub294 \ucf54\ub4dc<\/li>\n<\/ul>\n<div class=\"highlight\"><pre><span><\/span><span class=\"n\">nn_forward<\/span><span class=\"p\">(<\/span><span class=\"n\">x<\/span><span class=\"p\">,<\/span> <span class=\"n\">theta<\/span><span class=\"p\">)<\/span> <span class=\"o\">=<\/span> <span class=\"n\">reconstruct<\/span><span class=\"p\">(<\/span><span class=\"n\">theta<\/span><span class=\"p\">)(<\/span><span class=\"n\">x<\/span><span class=\"p\">)<\/span>\n<span class=\"n\">nn_forward<\/span><span class=\"p\">([<\/span><span class=\"n\">x1<\/span><span class=\"p\">,<\/span> <span class=\"n\">x2<\/span><span class=\"p\">],<\/span> <span class=\"n\">theta<\/span><span class=\"p\">[<\/span><span class=\"n\">i<\/span><span class=\"p\">,<\/span> <span class=\"o\">:<\/span><span class=\"p\">])<\/span>\n<\/pre><\/div>\n<ul>\n<li><p>\uc218\uc2dd(3) : $\\sum_{\\theta \\sim p(\\theta | X,\\alpha) } f_\\theta(\\tilde{x})$<\/p>\n<\/li>\n<li><p>\ucf54\ub4dc(3): \uc218\uc2dd(3)\uc5d0 \ud574\ub2f9 \ud558\ub294 \ucf54\ub4dc<\/p>\n<\/li>\n<\/ul>\n<div class=\"highlight\"><pre><span><\/span><span class=\"k\">function<\/span> <span class=\"n\">nn_predict<\/span><span class=\"p\">(<\/span><span class=\"n\">x<\/span><span class=\"p\">,<\/span> <span class=\"n\">theta<\/span><span class=\"p\">,<\/span> <span class=\"n\">num<\/span><span class=\"p\">)<\/span>\n <span class=\"k\">return<\/span> <span class=\"n\">mean<\/span><span class=\"p\">([<\/span><span class=\"n\">nn_forward<\/span><span class=\"p\">(<\/span><span class=\"n\">x<\/span><span class=\"p\">,<\/span> <span class=\"n\">theta<\/span><span class=\"p\">[<\/span><span class=\"n\">i<\/span><span class=\"p\">,<\/span> <span class=\"o\">:<\/span><span class=\"p\">])[<\/span><span class=\"mi\">1<\/span><span class=\"p\">]<\/span> <span class=\"k\">for<\/span> <span class=\"n\">i<\/span> <span class=\"k\">in<\/span> <span class=\"mi\">1<\/span><span class=\"o\">:<\/span><span class=\"mi\">10<\/span><span class=\"o\">:<\/span><span class=\"n\">num<\/span><span class=\"p\">])<\/span>\n<span class=\"k\">end<\/span><span class=\"p\">;<\/span>\n<\/pre><\/div>\n<h4 id=\"3.-%EC%9A%B0%EB%8F%84(Likelihood)\">3. 우도(Likelihood)<a class=\"anchor-link\" href=\"#3.-%EC%9A%B0%EB%8F%84(Likelihood)\">¶<\/a><\/h4><ul>\n<li>\uc218\uc2dd : $p(X | \\theta)$<\/li>\n<\/ul>\n<ul>\n<li>\ud30c\ub77c\ubbf8\ud130(\uc5ec\uae30\uc11c\ub294 \uc2e0\uacbd\ub9dd\uc758 \uac00\uc911\uce58\uc640 \ud3b8\ud5a5) $\\theta$\uac00 \uc8fc\uc5b4\uc84c\uc744 \ub54c \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130 \ud3ec\uc778\ud2b8 $X$\uc758 \ubd84\ud3ec\ub97c \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/li>\n<li>$X$ = {<code>xs<\/code>,<code>ts<\/code>}<\/li>\n<li>$p(X | \\theta) = p(\\text{ts} | \\text{xs}, \\theta) = \\prod_{i=1}^N p(t_i | x_i,\\theta) = \\prod_{i=1}^N \\text{Bernoulli}(t_i;f_{\\theta}(x_i))$<\/li>\n<li>\uc2e0\uacbd\ub9dd\uc758 \ucd9c\ub825\uc778 <code>preds<\/code>\uc640 \uc2e4\uc81c \ud0c0\ucf13(\ub808\uc774\ube14)\uac12 <code>ts<\/code>\uac04\uc758 \uad00\uacc4\ub294 Bernoulli\ubd84\ud3ec\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378\ub9c1 \ub429\ub2c8\ub2e4.<br\/> \uc989 <code>ts[i] ~ Bernoulli(preds[i])<\/code>\uc5d0\uc11c,<br\/> $p(t_i | x_i,\\theta) = \\text{Bernoulli}(t_i;f_{\\theta}(x_i))$<br\/>\uc5d0 \ud574\ub2f9 \ud569\ub2c8\ub2e4.<br\/>\n \uc5ec\uae30\uc11c $t_i$ = <code>ts[i]<\/code>, $x_i$=<code>xs[i]<\/code>, $f_{\\theta}(x_i)$ = <code>pred[i]<\/code><\/li>\n<\/ul>\n<p>-$f_{\\theta}(x_i)$ = <code>preds[i] = nn(xs[i]) = reconstruct(parameters)(xs[i])<\/code><\/p>\n<ul>\n<li>\uc774\ub807\uac8c \ud45c\ud604\ub41c \uc6b0\ub3c4\ub294 \uc2e0\uacbd\ub9dd\uc758 \uc608\uce21\uc774 \uc5bc\ub9c8\ub098 \uc2e4\uc81c \ud0c0\uac9f\uac12\uacfc \uc77c\uce58 \ud558\ub294\uc9c0 \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<ul>\n<li>\ucf54\ub4dc:<\/li>\n<\/ul>\n<div class=\"highlight\"><pre><span><\/span><span class=\"n\">nn<\/span> <span class=\"o\">=<\/span> <span class=\"n\">reconstruct<\/span><span class=\"p\">(<\/span><span class=\"n\">parameters<\/span><span class=\"p\">)<\/span>\n<span class=\"n\">preds<\/span> <span class=\"o\">=<\/span> <span class=\"n\">nn<\/span><span class=\"p\">(<\/span><span class=\"n\">xs<\/span><span class=\"p\">)<\/span>\n<span class=\"k\">for<\/span> <span class=\"n\">i<\/span> <span class=\"k\">in<\/span> <span class=\"mi\">1<\/span><span class=\"o\">:<\/span><span class=\"n\">length<\/span><span class=\"p\">(<\/span><span class=\"n\">ts<\/span><span class=\"p\">)<\/span>\n <span class=\"n\">ts<\/span><span class=\"p\">[<\/span><span class=\"n\">i<\/span><span class=\"p\">]<\/span> <span class=\"o\">~<\/span> <span class=\"n\">Bernoulli<\/span><span class=\"p\">(<\/span><span class=\"n\">preds<\/span><span class=\"p\">[<\/span><span class=\"n\">i<\/span><span class=\"p\">])<\/span>\n<span class=\"k\">end<\/span>\n<\/pre><\/div>\n<ul>\n<li>\uc8fc\uc5b4\uc9c4 <code>parameters<\/code> (\uc218\uc2dd\uc5d0\uc11c $\\theta$ \ud574\ub2f9)\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc2e0\uacbd\ub9dd\uc744 \uc7ac\uad6c\uc131(<code>reconstruct<\/code>)\ud558\uace0,<\/li>\n<li>\uc774 \uc2e0\uacbd\ub9dd\uc744 \uc0ac\uc6a9\ud574 \uc785\ub825 \ub370\uc774\ud130 <code>xs<\/code>\uc5d0 \ub300\ud55c \uc608\uce21 <code>preds<\/code>\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h4 id=\"4.-%EC%82%AC%ED%9B%84%EB%B6%84%ED%8F%AC(posterior)\">4. 사후분포(posterior)<a class=\"anchor-link\" href=\"#4.-%EC%82%AC%ED%9B%84%EB%B6%84%ED%8F%AC(posterior)\">¶<\/a><\/h4><ul>\n<li>\uc218\uc2dd: $p(\\theta | X,\\alpha)$<\/li>\n<\/ul>\n<ul>\n<li>\uc0ac\ud6c4\ubd84\ud3ec\uc758 \uc815\ud655\ud55c \ud615\ud0dc\ub294 \uacc4\uc0b0\uc801\uc73c\ub85c \uc5b4\ub824\uc6b8 \uc218 \uc788\uae30 \ub54c\ubb38\uc5d0 \uc885\uc885 MCMC(Markov Chain Monte Carlo)\uc640 \uac19\uc740 \uc0d8\ud50c\ub9c1 \uae30\ubc95\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774 \ubd84\ud3ec\uc5d0\uc11c \uc0d8\ud50c\uc744 \uc5bb\uc2b5\ub2c8\ub2e4. <code>ch = sample(m, NUTS(), N)<\/code><\/li>\n<li>\uc0ac\ud6c4\ubd84\ud3ec\uc5d0\uc11c \uc0d8\ud50c\ub9c1 : $\\theta \\sim p(\\theta | X,\\alpha)$, <code>theta = MCMCChains.group(ch, :parameters).value<\/code><\/li>\n<li>\uc0ac\ud6c4\ubd84\ud3ec\ub294 \uacc4\uc0b0\uc758 \ud3b8\uc758\ub97c \uc704\ud574 <code>log<\/code>\ub97c \ucde8\ud55c <code>log<\/code> \uc0ac\ud6c4\ubd84\ud3ec\ub85c \uacc4\uc0b0 \ud55c\ub2e4<\/li>\n<\/ul>\n<ul>\n<li>\ucf54\ub4dc:<\/li>\n<\/ul>\n<div class=\"highlight\"><pre><span><\/span><span class=\"c\">## \uc0ac\ud6c4\ubd84\ud3ec\ub97c \uacc4\uc0b0\ud558\uace0 \uc0ac\ud6c4 \ubd84\ud3ec\uc5d0\uc11c \uc0d8\ud50c\ub9c1<\/span>\n<span class=\"c\">## ch : \ud30c\ub77c\ubbf8\ud130 \uc0d8\ud50c<\/span>\n<span class=\"n\">ch<\/span> <span class=\"o\">=<\/span> <span class=\"n\">sample<\/span><span class=\"p\">(<\/span><span class=\"n\">m<\/span><span class=\"p\">,<\/span> <span class=\"n\">NUTS<\/span><span class=\"p\">(),<\/span> <span class=\"n\">N<\/span><span class=\"p\">)<\/span>\n<span class=\"c\">## \uc0d8\ud50c\uc5d0\uc11c \ud835\udf03\ub97c \ucd94\ucd9c<\/span>\n<span class=\"n\">theta<\/span> <span class=\"o\">=<\/span> <span class=\"n\">MCMCChains<\/span><span class=\"o\">.<\/span><span class=\"n\">group<\/span><span class=\"p\">(<\/span><span class=\"n\">ch<\/span><span class=\"p\">,<\/span> <span class=\"ss\">:parameters<\/span><span class=\"p\">)<\/span><span class=\"o\">.<\/span><span class=\"n\">value<\/span>\n<span class=\"c\">## \uc0d8\ud50c\uc5d0\uc11c \ub85c\uadf8 \uc0ac\ud6c4\ubd84\ud3ec\ub97c \ucd94\ucd9c<\/span>\n<span class=\"n\">lp<\/span> <span class=\"o\">=<\/span> <span class=\"n\">ch<\/span><span class=\"p\">[<\/span><span class=\"ss\">:lp<\/span><span class=\"p\">]<\/span>\n<\/pre><\/div>\n<p>\ub610\ub294 \uc5ec\ub7ec\uac1c\uc758 \uc0d8\ud50c chain\uc744 \uc0dd\uc131\ud558\uace0 \ud558\ub098\ub85c \ud569\uccd0\uc11c \ud835\udf03\uc640 \ub85c\uadf8 \uc0ac\ud6c4\ubd84\ud3ec\ub97c \ucd94\ucd9c\ud55c\ub2e4<\/p>\n<div class=\"highlight\"><pre><span><\/span><span class=\"n\">ch<\/span> <span class=\"o\">=<\/span> <span class=\"n\">sample<\/span><span class=\"p\">(<\/span><span class=\"n\">m<\/span><span class=\"p\">,<\/span> <span class=\"n\">NUTS<\/span><span class=\"p\">(),<\/span> <span class=\"n\">MCMCThreads<\/span><span class=\"p\">(),<\/span><span class=\"n\">n_sample<\/span><span class=\"p\">,<\/span><span class=\"n\">n_thread<\/span><span class=\"p\">)<\/span>\n<span class=\"n\">theta<\/span><span class=\"p\">,<\/span><span class=\"n\">lp<\/span> <span class=\"o\">=<\/span> <span class=\"k\">let<\/span>\n <span class=\"n\">params<\/span> <span class=\"o\">=<\/span> <span class=\"n\">MCMCChains<\/span><span class=\"o\">.<\/span><span class=\"n\">group<\/span><span class=\"p\">(<\/span><span class=\"n\">ch<\/span><span class=\"p\">,<\/span> <span class=\"ss\">:parameters<\/span><span class=\"p\">)<\/span><span class=\"o\">.<\/span><span class=\"n\">value<\/span>\n <span class=\"n\">_<\/span><span class=\"p\">,<\/span><span class=\"n\">_<\/span><span class=\"p\">,<\/span><span class=\"n\">n<\/span> <span class=\"o\">=<\/span> <span class=\"n\">size<\/span><span class=\"p\">(<\/span><span class=\"n\">params<\/span><span class=\"p\">)<\/span> \n <span class=\"n\">theta<\/span> <span class=\"o\">=<\/span> <span class=\"n\">vcat<\/span><span class=\"p\">([<\/span><span class=\"n\">params<\/span><span class=\"p\">[<\/span><span class=\"o\">:<\/span><span class=\"p\">,<\/span><span class=\"o\">:<\/span><span class=\"p\">,<\/span><span class=\"n\">i<\/span><span class=\"p\">]<\/span> <span class=\"k\">for<\/span> <span class=\"n\">i<\/span> <span class=\"k\">in<\/span> <span class=\"mi\">1<\/span><span class=\"o\">:<\/span><span class=\"n\">n<\/span><span class=\"p\">]<\/span><span class=\"o\">...<\/span><span class=\"p\">)<\/span>\n <span class=\"n\">lps<\/span> <span class=\"o\">=<\/span> <span class=\"n\">MCMCChains<\/span><span class=\"o\">.<\/span><span class=\"n\">group<\/span><span class=\"p\">(<\/span><span class=\"n\">ch<\/span><span class=\"p\">,<\/span> <span class=\"ss\">:lp<\/span><span class=\"p\">)<\/span><span class=\"o\">.<\/span><span class=\"n\">value<\/span>\n <span class=\"n\">lp<\/span> <span class=\"o\">=<\/span> <span class=\"n\">vcat<\/span><span class=\"p\">([<\/span><span class=\"n\">lps<\/span><span class=\"p\">[<\/span><span class=\"o\">:<\/span><span class=\"p\">,<\/span><span class=\"o\">:<\/span><span class=\"p\">,<\/span><span class=\"n\">i<\/span><span class=\"p\">]<\/span> <span class=\"k\">for<\/span> <span class=\"n\">i<\/span> <span class=\"k\">in<\/span> <span class=\"mi\">1<\/span><span class=\"o\">:<\/span><span class=\"n\">n<\/span><span class=\"p\">]<\/span><span class=\"o\">...<\/span><span class=\"p\">)<\/span>\n <span class=\"n\">theta<\/span><span class=\"p\">,<\/span> <span class=\"n\">lp<\/span>\n<span class=\"k\">end<\/span>\n<\/pre><\/div>\n<h3 id=\"%EC%98%88%EC%B8%A1-%ED%95%A8%EC%88%98-%EB%A7%8C%EB%93%A4%EA%B8%B0\">예측 함수 만들기<a class=\"anchor-link\" href=\"#%EC%98%88%EC%B8%A1-%ED%95%A8%EC%88%98-%EB%A7%8C%EB%93%A4%EA%B8%B0\">¶<\/a><\/h3><p>\uc544\ub798 \uc218\uc2dd\uc5d0\uc11c \uc608\uce21\uc5d0 \ud574\ub2f9\ud558\ub294 $p(\\tilde{x} | X,\\alpha)$\ub97c \uc704\ud55c $p(\\theta | X,\\alpha)$\uacfc $f_{\\theta}$ \ub97c \uc804\ubd80 \uad6c\ud588\ub2e4.\n$\np(\\tilde{x} | X,\\alpha) = \\int_\\theta p(\\tilde{x} | \\theta) p(\\theta | X,\\alpha) \\approx \\sum_{\\theta \\sim p(\\theta | X,\\alpha) } f_{\\theta}(\\tilde{x})\n$<\/p>\n<ul>\n<li>\uc218\uc2dd : $p(\\tilde{x} | X,\\alpha) \\approx \\sum_{\\theta \\sim p(\\theta | X,\\alpha) } f_{\\theta}(\\tilde{x})$<\/li>\n<\/ul>\n<ul>\n<li><p>$f_{\\theta}(\\tilde{x})$ = <code>nn_forward(x, theta) = reconstruct(theta)(x)<\/code><\/p>\n<\/li>\n<li><p>$\\sum_{\\theta \\sim p(\\theta | X,\\alpha) } f_{\\theta}(\\tilde{x})$ = <code>nn_predict(x, theta, num)<\/code><\/p>\n<\/li>\n<\/ul>\n<ul>\n<li>\ucf54\ub4dc :<\/li>\n<\/ul>\n<div class=\"highlight\"><pre><span><\/span><span class=\"n\">nn_forward<\/span><span class=\"p\">(<\/span><span class=\"n\">x<\/span><span class=\"p\">,<\/span> <span class=\"n\">theta<\/span><span class=\"p\">)<\/span> <span class=\"o\">=<\/span> <span class=\"n\">reconstruct<\/span><span class=\"p\">(<\/span><span class=\"n\">theta<\/span><span class=\"p\">)(<\/span><span class=\"n\">x<\/span><span class=\"p\">)<\/span>\n<span class=\"k\">function<\/span> <span class=\"n\">nn_predict<\/span><span class=\"p\">(<\/span><span class=\"n\">x<\/span><span class=\"p\">,<\/span> <span class=\"n\">theta<\/span><span class=\"p\">,<\/span> <span class=\"n\">num<\/span><span class=\"p\">)<\/span>\n <span class=\"k\">return<\/span> <span class=\"n\">mean<\/span><span class=\"p\">([<\/span><span class=\"n\">nn_forward<\/span><span class=\"p\">(<\/span><span class=\"n\">x<\/span><span class=\"p\">,<\/span> <span class=\"n\">theta<\/span><span class=\"p\">[<\/span><span class=\"n\">i<\/span><span class=\"p\">,<\/span> <span class=\"o\">:<\/span><span class=\"p\">])[<\/span><span class=\"mi\">1<\/span><span class=\"p\">]<\/span> <span class=\"k\">for<\/span> <span class=\"n\">i<\/span> <span class=\"k\">in<\/span> <span class=\"mi\">1<\/span><span class=\"o\">:<\/span><span class=\"mi\">10<\/span><span class=\"o\">:<\/span><span class=\"n\">num<\/span><span class=\"p\">])<\/span>\n<span class=\"k\">end<\/span><span class=\"p\">;<\/span>\n<\/pre><\/div>\n<ul>\n<li><code>nn_predict<\/code> \ud568\uc218\ub294 MCMC \uccb4\uc778\uc5d0\uc11c \ub3c4\ucd9c\ub41c \uac00\uc911\uce58\ub85c \ub9e4\uac1c\ubcc0\uc218\ud654\ub41c \ub124\ud2b8\uc6cc\ud06c\uc5d0\uc11c \ud3c9\uade0 \uc608\uce21\uac12\uc744 \uac00\uc838\uc635\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h3 id=\"%EC%98%88%EC%B8%A1-%EC%98%88%EC%8B%9C\">예측 예시<a class=\"anchor-link\" href=\"#%EC%98%88%EC%B8%A1-%EC%98%88%EC%8B%9C\">¶<\/a><\/h3><div class=\"highlight\"><pre><span><\/span><span class=\"n\">n_end<\/span> <span class=\"o\">=<\/span> <span class=\"mi\">1500<\/span>\n<span class=\"n\">x1_range<\/span> <span class=\"o\">=<\/span> <span class=\"n\">collect<\/span><span class=\"p\">(<\/span><span class=\"n\">range<\/span><span class=\"p\">(<\/span><span class=\"o\">-<\/span><span class=\"mi\">6<\/span><span class=\"p\">;<\/span> <span class=\"n\">stop<\/span><span class=\"o\">=<\/span><span class=\"mi\">6<\/span><span class=\"p\">,<\/span> <span class=\"n\">length<\/span><span class=\"o\">=<\/span><span class=\"mi\">25<\/span><span class=\"p\">))<\/span>\n<span class=\"n\">x2_range<\/span> <span class=\"o\">=<\/span> <span class=\"n\">collect<\/span><span class=\"p\">(<\/span><span class=\"n\">range<\/span><span class=\"p\">(<\/span><span class=\"o\">-<\/span><span class=\"mi\">6<\/span><span class=\"p\">;<\/span> <span class=\"n\">stop<\/span><span class=\"o\">=<\/span><span class=\"mi\">6<\/span><span class=\"p\">,<\/span> <span class=\"n\">length<\/span><span class=\"o\">=<\/span><span class=\"mi\">25<\/span><span class=\"p\">))<\/span>\n<span class=\"n\">Z<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[<\/span><span class=\"n\">nn_predict<\/span><span class=\"p\">([<\/span><span class=\"n\">x1<\/span><span class=\"p\">,<\/span> <span class=\"n\">x2<\/span><span class=\"p\">],<\/span> <span class=\"n\">theta<\/span><span class=\"p\">,<\/span> <span class=\"n\">n_end<\/span><span class=\"p\">)[<\/span><span class=\"mi\">1<\/span><span class=\"p\">]<\/span> <span class=\"k\">for<\/span> <span class=\"n\">x1<\/span> <span class=\"k\">in<\/span> <span class=\"n\">x1_range<\/span><span class=\"p\">,<\/span> <span class=\"n\">x2<\/span> <span class=\"k\">in<\/span> <span class=\"n\">x2_range<\/span><span class=\"p\">]<\/span>\n<\/pre><\/div>\n<p>\uc5ec\uae30\uc11c \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130 $\\tilde{x}$\ub294 <code>x1_range<\/code>\uc640 <code>x2_range<\/code>\ub85c \ud45c\ud604<\/p>\n<p>Z\uac00 $p(\\tilde{x} | X,\\alpha)$\uc5d0 \ud574\ub2f9<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div><div id=\"cell-id=85365608\" class=\"jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs \">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\">\n<div class=\"jp-InputPrompt jp-InputArea-prompt\">In [ ]:<\/div>\n<div class=\"jp-CodeMirrorEditor jp-Editor jp-InputArea-editor\" data-type=\"inline\">\n <div class=\"CodeMirror cm-s-jupyter\">\n<div class=\" highlight hl-julia\"><pre><span><\/span>\n<\/pre><\/div>\n <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"cell-id=a03cb71a\" class=\"jp-Cell jp-MarkdownCell jp-Notebook-cell\">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\"><div class=\"jp-InputPrompt jp-InputArea-prompt\">\n<\/div><div class=\"jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput \" data-mime-type=\"text\/markdown\">\n<p><strong>\ud3c9\uade0\uc608\uce21\ud568\uc218<\/strong> : $p(\\tilde{x} | X,\\alpha) \\approx \\sum_{\\theta \\sim p(\\theta | X,\\alpha) } f_{\\theta}(\\tilde{x})$<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div><div id=\"cell-id=07c4c5c5\" class=\"jp-Cell jp-CodeCell jp-Notebook-cell \">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\">\n<div class=\"jp-InputPrompt jp-InputArea-prompt\">In [188]:<\/div>\n<div class=\"jp-CodeMirrorEditor jp-Editor jp-InputArea-editor\" data-type=\"inline\">\n <div class=\"CodeMirror cm-s-jupyter\">\n<div class=\" highlight hl-julia\"><pre><span><\/span><span class=\"c\"># Return the average predicted value across multiple weight<\/span>\n<span class=\"k\">function<\/span> <span class=\"n\">nn_predict<\/span><span class=\"p\">(<\/span><span class=\"n\">x<\/span><span class=\"p\">,<\/span> <span class=\"n\">theta<\/span><span class=\"p\">,<\/span><span class=\"n\">num<\/span><span class=\"p\">)<\/span>\n <span class=\"k\">return<\/span> <span class=\"n\">mean<\/span><span class=\"p\">([<\/span><span class=\"n\">nn_forward<\/span><span class=\"p\">(<\/span><span class=\"n\">x<\/span><span class=\"p\">,<\/span> <span class=\"n\">theta<\/span><span class=\"p\">[<\/span><span class=\"n\">i<\/span><span class=\"p\">,<\/span> <span class=\"o\">:<\/span><span class=\"p\">])[<\/span><span class=\"mi\">1<\/span><span class=\"p\">]<\/span> <span class=\"k\">for<\/span> <span class=\"n\">i<\/span> <span class=\"k\">in<\/span> <span class=\"mi\">1<\/span><span class=\"o\">:<\/span><span class=\"mi\">10<\/span><span class=\"o\">:<\/span><span class=\"n\">num<\/span><span class=\"p\">])<\/span>\n<span class=\"k\">end<\/span>\n<\/pre><\/div>\n <\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"jp-Cell-outputWrapper\">\n<div class=\"jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser\">\n<\/div>\n<div class=\"jp-OutputArea jp-Cell-outputArea\">\n<div class=\"jp-OutputArea-child jp-OutputArea-executeResult\">\n \n <div class=\"jp-OutputPrompt jp-OutputArea-prompt\">Out[188]:<\/div>\n<div class=\"jp-RenderedText jp-OutputArea-output jp-OutputArea-executeResult\" data-mime-type=\"text\/plain\">\n<pre>nn_predict (generic function with 1 method)<\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"cell-id=b0b0fcbc\" class=\"jp-Cell jp-MarkdownCell jp-Notebook-cell\">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\"><div class=\"jp-InputPrompt jp-InputArea-prompt\">\n<\/div><div class=\"jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput \" data-mime-type=\"text\/markdown\">\n<p>\ub2e4\uc74c\uc73c\ub85c, <code>nn_predict<\/code> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec <code>x1<\/code> \ubc0f <code>x2<\/code> \uc88c\ud45c\uac00 -6\uc5d0\uc11c 6 \uc0ac\uc774\uc758 \ubc94\uc704\uc778 \uc9c0\uc810 \uc0d8\ud50c\uc5d0\uc11c \uac12\uc744 \uc608\uce21\ud569\ub2c8\ub2e4. \uc544\ub798\uc5d0\uc11c \ubcfc \uc218 \uc788\ub4ef\uc774 \uc5ec\uc804\ud788 \ub370\uc774\ud130\uc5d0 \ub9cc\uc871\uc2a4\ub7fd\uac8c \uc798 \ub9de\uc73c\uba70, \ub354 \uc911\uc694\ud55c \uac83\uc740 \uc2e0\uacbd\ub9dd\uc758 \uc608\uce21\uc774 \ubd88\ud655\uc2e4\ud55c \ubd80\ubd84, \uc989 \ud074\ub7ec\uc2a4\ud130 \uacbd\uacc4 \uc0ac\uc774\uc758 \uc601\uc5ed\ub3c4 \ud6e8\uc52c \uc27d\uac8c \ud655\uc778\ud560 \uc218 \uc788\ub2e4\ub294 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div><div id=\"cell-id=34ece4d9\" class=\"jp-Cell jp-CodeCell jp-Notebook-cell \">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\">\n<div class=\"jp-InputPrompt jp-InputArea-prompt\">In [193]:<\/div>\n<div class=\"jp-CodeMirrorEditor jp-Editor jp-InputArea-editor\" data-type=\"inline\">\n <div class=\"CodeMirror cm-s-jupyter\">\n<div class=\" highlight hl-julia\"><pre><span><\/span><span class=\"c\"># Plot the average prediction<\/span>\n<span class=\"n\">n_end<\/span> <span class=\"o\">=<\/span> <span class=\"mi\">1500<\/span>\n<span class=\"n\">x1_range<\/span> <span class=\"o\">=<\/span> <span class=\"n\">collect<\/span><span class=\"p\">(<\/span><span class=\"n\">range<\/span><span class=\"p\">(<\/span><span class=\"o\">-<\/span><span class=\"mi\">6<\/span><span class=\"p\">;<\/span> <span class=\"n\">stop<\/span><span class=\"o\">=<\/span><span class=\"mi\">6<\/span><span class=\"p\">,<\/span> <span class=\"n\">length<\/span><span class=\"o\">=<\/span><span class=\"mi\">25<\/span><span class=\"p\">))<\/span>\n<span class=\"n\">x2_range<\/span> <span class=\"o\">=<\/span> <span class=\"n\">collect<\/span><span class=\"p\">(<\/span><span class=\"n\">range<\/span><span class=\"p\">(<\/span><span class=\"o\">-<\/span><span class=\"mi\">6<\/span><span class=\"p\">;<\/span> <span class=\"n\">stop<\/span><span class=\"o\">=<\/span><span class=\"mi\">6<\/span><span class=\"p\">,<\/span> <span class=\"n\">length<\/span><span class=\"o\">=<\/span><span class=\"mi\">25<\/span><span class=\"p\">))<\/span>\n<span class=\"n\">Z<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[<\/span><span class=\"n\">nn_predict<\/span><span class=\"p\">([<\/span><span class=\"n\">x1<\/span><span class=\"p\">,<\/span> <span class=\"n\">x2<\/span><span class=\"p\">],<\/span> <span class=\"n\">theta<\/span><span class=\"p\">,<\/span> <span class=\"n\">n_end<\/span><span class=\"p\">)[<\/span><span class=\"mi\">1<\/span><span class=\"p\">]<\/span> <span class=\"k\">for<\/span> <span class=\"n\">x1<\/span> <span class=\"k\">in<\/span> <span class=\"n\">x1_range<\/span><span class=\"p\">,<\/span> <span class=\"n\">x2<\/span> <span class=\"k\">in<\/span> <span class=\"n\">x2_range<\/span><span class=\"p\">]<\/span>\n<span class=\"n\">plot_data<\/span><span class=\"p\">()<\/span>\n<span class=\"n\">contour!<\/span><span class=\"p\">(<\/span><span class=\"n\">x1_range<\/span><span class=\"p\">,<\/span> <span class=\"n\">x2_range<\/span><span class=\"p\">,<\/span> <span class=\"n\">Z<\/span><span class=\"p\">)<\/span>\n<\/pre><\/div>\n <\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"jp-Cell-outputWrapper\">\n<div class=\"jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser\">\n<\/div>\n<div class=\"jp-OutputArea jp-Cell-outputArea\">\n<div class=\"jp-OutputArea-child jp-OutputArea-executeResult\">\n \n <div class=\"jp-OutputPrompt jp-OutputArea-prompt\">Out[193]:<\/div>\n<div class=\"jp-RenderedHTMLCommon jp-RenderedHTML jp-OutputArea-output jp-OutputArea-executeResult\" data-mime-type=\"text\/html\">\n<?xml version=\"1.0\" encoding=\"utf-8\"?>\n<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" width=\"600\" height=\"400\" viewBox=\"0 0 2400 1600\">\n<defs>\n <clipPath id=\"clip180\">\n <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"\/>\n <\/clipPath>\n<\/defs>\n<path clip-path=\"url(#clip180)\" d=\"M0 1600 L2400 1600 L2400 0 L0 0 Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"\/>\n<defs>\n <clipPath id=\"clip181\">\n <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"\/>\n <\/clipPath>\n<\/defs>\n<path clip-path=\"url(#clip180)\" d=\"M193.936 1486.45 L2112.76 1486.45 L2112.76 47.2441 L193.936 47.2441 Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"\/>\n<defs>\n <clipPath id=\"clip182\">\n <rect x=\"193\" y=\"47\" width=\"1920\" height=\"1440\"\/>\n <\/clipPath>\n<\/defs>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"399.093,1486.45 399.093,47.2441 \"\/>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"776.219,1486.45 776.219,47.2441 \"\/>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1153.35,1486.45 1153.35,47.2441 \"\/>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1530.47,1486.45 1530.47,47.2441 \"\/>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1907.6,1486.45 1907.6,47.2441 \"\/>\n<polyline clip-path=\"url(#clip180)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"193.936,1486.45 2112.76,1486.45 \"\/>\n<polyline clip-path=\"url(#clip180)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"399.093,1486.45 399.093,1467.55 \"\/>\n<polyline clip-path=\"url(#clip180)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"776.219,1486.45 776.219,1467.55 \"\/>\n<polyline clip-path=\"url(#clip180)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1153.35,1486.45 1153.35,1467.55 \"\/>\n<polyline clip-path=\"url(#clip180)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1530.47,1486.45 1530.47,1467.55 \"\/>\n<polyline clip-path=\"url(#clip180)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1907.6,1486.45 1907.6,1467.55 \"\/>\n<path clip-path=\"url(#clip180)\" d=\"M345.621 1532.02 L375.297 1532.02 L375.297 1535.95 L345.621 1535.95 L345.621 1532.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M385.436 1514.29 L403.792 1514.29 L403.792 1518.22 L389.718 1518.22 L389.718 1526.7 Q390.736 1526.35 391.755 1526.19 Q392.773 1526 393.792 1526 Q399.579 1526 402.959 1529.17 Q406.338 1532.34 406.338 1537.76 Q406.338 1543.34 402.866 1546.44 Q399.394 1549.52 393.074 1549.52 Q390.898 1549.52 388.63 1549.15 Q386.385 1548.78 383.977 1548.04 L383.977 1543.34 Q386.061 1544.47 388.283 1545.03 Q390.505 1545.58 392.982 1545.58 Q396.986 1545.58 399.324 1543.48 Q401.662 1541.37 401.662 1537.76 Q401.662 1534.15 399.324 1532.04 Q396.986 1529.94 392.982 1529.94 Q391.107 1529.94 389.232 1530.35 Q387.38 1530.77 385.436 1531.65 L385.436 1514.29 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M415.551 1542.97 L420.435 1542.97 L420.435 1548.85 L415.551 1548.85 L415.551 1542.97 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M440.62 1517.37 Q437.009 1517.37 435.181 1520.93 Q433.375 1524.47 433.375 1531.6 Q433.375 1538.71 435.181 1542.27 Q437.009 1545.82 440.62 1545.82 Q444.255 1545.82 446.06 1542.27 Q447.889 1538.71 447.889 1531.6 Q447.889 1524.47 446.06 1520.93 Q444.255 1517.37 440.62 1517.37 M440.62 1513.66 Q446.431 1513.66 449.486 1518.27 Q452.565 1522.85 452.565 1531.6 Q452.565 1540.33 449.486 1544.94 Q446.431 1549.52 440.62 1549.52 Q434.81 1549.52 431.732 1544.94 Q428.676 1540.33 428.676 1531.6 Q428.676 1522.85 431.732 1518.27 Q434.81 1513.66 440.62 1513.66 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M723.245 1532.02 L752.921 1532.02 L752.921 1535.95 L723.245 1535.95 L723.245 1532.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M767.041 1544.91 L783.361 1544.91 L783.361 1548.85 L761.416 1548.85 L761.416 1544.91 Q764.078 1542.16 768.662 1537.53 Q773.268 1532.88 774.449 1531.53 Q776.694 1529.01 777.574 1527.27 Q778.476 1525.51 778.476 1523.82 Q778.476 1521.07 776.532 1519.33 Q774.611 1517.6 771.509 1517.6 Q769.31 1517.6 766.856 1518.36 Q764.425 1519.13 761.648 1520.68 L761.648 1515.95 Q764.472 1514.82 766.925 1514.24 Q769.379 1513.66 771.416 1513.66 Q776.787 1513.66 779.981 1516.35 Q783.175 1519.03 783.175 1523.52 Q783.175 1525.65 782.365 1527.57 Q781.578 1529.47 779.472 1532.07 Q778.893 1532.74 775.791 1535.95 Q772.689 1539.15 767.041 1544.91 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M793.175 1542.97 L798.06 1542.97 L798.06 1548.85 L793.175 1548.85 L793.175 1542.97 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M808.291 1514.29 L826.647 1514.29 L826.647 1518.22 L812.573 1518.22 L812.573 1526.7 Q813.592 1526.35 814.61 1526.19 Q815.629 1526 816.647 1526 Q822.434 1526 825.814 1529.17 Q829.194 1532.34 829.194 1537.76 Q829.194 1543.34 825.721 1546.44 Q822.249 1549.52 815.93 1549.52 Q813.754 1549.52 811.485 1549.15 Q809.24 1548.78 806.833 1548.04 L806.833 1543.34 Q808.916 1544.47 811.138 1545.03 Q813.36 1545.58 815.837 1545.58 Q819.842 1545.58 822.18 1543.48 Q824.518 1541.37 824.518 1537.76 Q824.518 1534.15 822.18 1532.04 Q819.842 1529.94 815.837 1529.94 Q813.962 1529.94 812.087 1530.35 Q810.235 1530.77 808.291 1531.65 L808.291 1514.29 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M1130.73 1517.37 Q1127.12 1517.37 1125.29 1520.93 Q1123.49 1524.47 1123.49 1531.6 Q1123.49 1538.71 1125.29 1542.27 Q1127.12 1545.82 1130.73 1545.82 Q1134.36 1545.82 1136.17 1542.27 Q1138 1538.71 1138 1531.6 Q1138 1524.47 1136.17 1520.93 Q1134.36 1517.37 1130.73 1517.37 M1130.73 1513.66 Q1136.54 1513.66 1139.6 1518.27 Q1142.67 1522.85 1142.67 1531.6 Q1142.67 1540.33 1139.6 1544.94 Q1136.54 1549.52 1130.73 1549.52 Q1124.92 1549.52 1121.84 1544.94 Q1118.79 1540.33 1118.79 1531.6 Q1118.79 1522.85 1121.84 1518.27 Q1124.92 1513.66 1130.73 1513.66 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M1150.89 1542.97 L1155.78 1542.97 L1155.78 1548.85 L1150.89 1548.85 L1150.89 1542.97 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M1175.96 1517.37 Q1172.35 1517.37 1170.52 1520.93 Q1168.72 1524.47 1168.72 1531.6 Q1168.72 1538.71 1170.52 1542.27 Q1172.35 1545.82 1175.96 1545.82 Q1179.6 1545.82 1181.4 1542.27 Q1183.23 1538.71 1183.23 1531.6 Q1183.23 1524.47 1181.4 1520.93 Q1179.6 1517.37 1175.96 1517.37 M1175.96 1513.66 Q1181.77 1513.66 1184.83 1518.27 Q1187.91 1522.85 1187.91 1531.6 Q1187.91 1540.33 1184.83 1544.94 Q1181.77 1549.52 1175.96 1549.52 Q1170.15 1549.52 1167.07 1544.94 Q1164.02 1540.33 1164.02 1531.6 Q1164.02 1522.85 1167.07 1518.27 Q1170.15 1513.66 1175.96 1513.66 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M1502.21 1544.91 L1518.53 1544.91 L1518.53 1548.85 L1496.58 1548.85 L1496.58 1544.91 Q1499.25 1542.16 1503.83 1537.53 Q1508.44 1532.88 1509.62 1531.53 Q1511.86 1529.01 1512.74 1527.27 Q1513.64 1525.51 1513.64 1523.82 Q1513.64 1521.07 1511.7 1519.33 Q1509.78 1517.6 1506.68 1517.6 Q1504.48 1517.6 1502.02 1518.36 Q1499.59 1519.13 1496.82 1520.68 L1496.82 1515.95 Q1499.64 1514.82 1502.09 1514.24 Q1504.55 1513.66 1506.58 1513.66 Q1511.95 1513.66 1515.15 1516.35 Q1518.34 1519.03 1518.34 1523.52 Q1518.34 1525.65 1517.53 1527.57 Q1516.75 1529.47 1514.64 1532.07 Q1514.06 1532.74 1510.96 1535.95 Q1507.86 1539.15 1502.21 1544.91 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M1528.34 1542.97 L1533.23 1542.97 L1533.23 1548.85 L1528.34 1548.85 L1528.34 1542.97 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M1543.46 1514.29 L1561.81 1514.29 L1561.81 1518.22 L1547.74 1518.22 L1547.74 1526.7 Q1548.76 1526.35 1549.78 1526.19 Q1550.8 1526 1551.81 1526 Q1557.6 1526 1560.98 1529.17 Q1564.36 1532.34 1564.36 1537.76 Q1564.36 1543.34 1560.89 1546.44 Q1557.42 1549.52 1551.1 1549.52 Q1548.92 1549.52 1546.65 1549.15 Q1544.41 1548.78 1542 1548.04 L1542 1543.34 Q1544.08 1544.47 1546.31 1545.03 Q1548.53 1545.58 1551 1545.58 Q1555.01 1545.58 1557.35 1543.48 Q1559.69 1541.37 1559.69 1537.76 Q1559.69 1534.15 1557.35 1532.04 Q1555.01 1529.94 1551 1529.94 Q1549.13 1529.94 1547.25 1530.35 Q1545.4 1530.77 1543.46 1531.65 L1543.46 1514.29 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M1874.76 1514.29 L1893.12 1514.29 L1893.12 1518.22 L1879.05 1518.22 L1879.05 1526.7 Q1880.06 1526.35 1881.08 1526.19 Q1882.1 1526 1883.12 1526 Q1888.91 1526 1892.29 1529.17 Q1895.67 1532.34 1895.67 1537.76 Q1895.67 1543.34 1892.19 1546.44 Q1888.72 1549.52 1882.4 1549.52 Q1880.23 1549.52 1877.96 1549.15 Q1875.71 1548.78 1873.31 1548.04 L1873.31 1543.34 Q1875.39 1544.47 1877.61 1545.03 Q1879.83 1545.58 1882.31 1545.58 Q1886.31 1545.58 1888.65 1543.48 Q1890.99 1541.37 1890.99 1537.76 Q1890.99 1534.15 1888.65 1532.04 Q1886.31 1529.94 1882.31 1529.94 Q1880.43 1529.94 1878.56 1530.35 Q1876.71 1530.77 1874.76 1531.65 L1874.76 1514.29 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M1904.88 1542.97 L1909.76 1542.97 L1909.76 1548.85 L1904.88 1548.85 L1904.88 1542.97 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M1929.95 1517.37 Q1926.34 1517.37 1924.51 1520.93 Q1922.7 1524.47 1922.7 1531.6 Q1922.7 1538.71 1924.51 1542.27 Q1926.34 1545.82 1929.95 1545.82 Q1933.58 1545.82 1935.39 1542.27 Q1937.22 1538.71 1937.22 1531.6 Q1937.22 1524.47 1935.39 1520.93 Q1933.58 1517.37 1929.95 1517.37 M1929.95 1513.66 Q1935.76 1513.66 1938.81 1518.27 Q1941.89 1522.85 1941.89 1531.6 Q1941.89 1540.33 1938.81 1544.94 Q1935.76 1549.52 1929.95 1549.52 Q1924.14 1549.52 1921.06 1544.94 Q1918 1540.33 1918 1531.6 Q1918 1522.85 1921.06 1518.27 Q1924.14 1513.66 1929.95 1513.66 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><polyline clip-path=\"url(#clip182)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"193.936,1332.57 2112.76,1332.57 \"\/>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"193.936,1049.71 2112.76,1049.71 \"\/>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"193.936,766.846 2112.76,766.846 \"\/>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"193.936,483.984 2112.76,483.984 \"\/>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"193.936,201.121 2112.76,201.121 \"\/>\n<polyline clip-path=\"url(#clip180)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"193.936,1486.45 193.936,47.2441 \"\/>\n<polyline clip-path=\"url(#clip180)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"193.936,1332.57 210.733,1332.57 \"\/>\n<polyline clip-path=\"url(#clip180)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"193.936,1049.71 210.733,1049.71 \"\/>\n<polyline clip-path=\"url(#clip180)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"193.936,766.846 210.733,766.846 \"\/>\n<polyline clip-path=\"url(#clip180)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"193.936,483.984 210.733,483.984 \"\/>\n<polyline clip-path=\"url(#clip180)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"193.936,201.121 210.733,201.121 \"\/>\n<path clip-path=\"url(#clip180)\" d=\"M50.9921 1333.02 L80.6679 1333.02 L80.6679 1336.96 L50.9921 1336.96 L50.9921 1333.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M90.8067 1315.29 L109.163 1315.29 L109.163 1319.23 L95.0891 1319.23 L95.0891 1327.7 Q96.1076 1327.35 97.1261 1327.19 Q98.1447 1327 99.1632 1327 Q104.95 1327 108.33 1330.17 Q111.709 1333.35 111.709 1338.76 Q111.709 1344.34 108.237 1347.44 Q104.765 1350.52 98.4456 1350.52 Q96.2697 1350.52 94.0012 1350.15 Q91.7558 1349.78 89.3484 1349.04 L89.3484 1344.34 Q91.4317 1345.48 93.6539 1346.03 Q95.8761 1346.59 98.353 1346.59 Q102.358 1346.59 104.696 1344.48 Q107.033 1342.37 107.033 1338.76 Q107.033 1335.15 104.696 1333.05 Q102.358 1330.94 98.353 1330.94 Q96.478 1330.94 94.603 1331.36 Q92.7512 1331.77 90.8067 1332.65 L90.8067 1315.29 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M120.922 1343.97 L125.807 1343.97 L125.807 1349.85 L120.922 1349.85 L120.922 1343.97 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M145.992 1318.37 Q142.381 1318.37 140.552 1321.93 Q138.746 1325.48 138.746 1332.61 Q138.746 1339.71 140.552 1343.28 Q142.381 1346.82 145.992 1346.82 Q149.626 1346.82 151.431 1343.28 Q153.26 1339.71 153.26 1332.61 Q153.26 1325.48 151.431 1321.93 Q149.626 1318.37 145.992 1318.37 M145.992 1314.67 Q151.802 1314.67 154.857 1319.27 Q157.936 1323.86 157.936 1332.61 Q157.936 1341.33 154.857 1345.94 Q151.802 1350.52 145.992 1350.52 Q140.181 1350.52 137.103 1345.94 Q134.047 1341.33 134.047 1332.61 Q134.047 1323.86 137.103 1319.27 Q140.181 1314.67 145.992 1314.67 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M51.9875 1050.16 L81.6633 1050.16 L81.6633 1054.09 L51.9875 1054.09 L51.9875 1050.16 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M95.7836 1063.05 L112.103 1063.05 L112.103 1066.99 L90.1586 1066.99 L90.1586 1063.05 Q92.8206 1060.3 97.4039 1055.67 Q102.01 1051.02 103.191 1049.67 Q105.436 1047.15 106.316 1045.41 Q107.219 1043.66 107.219 1041.97 Q107.219 1039.21 105.274 1037.47 Q103.353 1035.74 100.251 1035.74 Q98.0521 1035.74 95.5984 1036.5 Q93.1678 1037.27 90.3901 1038.82 L90.3901 1034.1 Q93.2141 1032.96 95.6678 1032.38 Q98.1215 1031.8 100.159 1031.8 Q105.529 1031.8 108.723 1034.49 Q111.918 1037.17 111.918 1041.66 Q111.918 1043.79 111.108 1045.72 Q110.321 1047.61 108.214 1050.21 Q107.635 1050.88 104.534 1054.09 Q101.432 1057.29 95.7836 1063.05 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M121.918 1061.11 L126.802 1061.11 L126.802 1066.99 L121.918 1066.99 L121.918 1061.11 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M137.033 1032.43 L155.39 1032.43 L155.39 1036.36 L141.316 1036.36 L141.316 1044.84 Q142.334 1044.49 143.353 1044.33 Q144.371 1044.14 145.39 1044.14 Q151.177 1044.14 154.556 1047.31 Q157.936 1050.48 157.936 1055.9 Q157.936 1061.48 154.464 1064.58 Q150.992 1067.66 144.672 1067.66 Q142.496 1067.66 140.228 1067.29 Q137.982 1066.92 135.575 1066.18 L135.575 1061.48 Q137.658 1062.61 139.881 1063.17 Q142.103 1063.72 144.58 1063.72 Q148.584 1063.72 150.922 1061.62 Q153.26 1059.51 153.26 1055.9 Q153.26 1052.29 150.922 1050.18 Q148.584 1048.08 144.58 1048.08 Q142.705 1048.08 140.83 1048.49 Q138.978 1048.91 137.033 1049.79 L137.033 1032.43 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M100.76 752.645 Q97.1493 752.645 95.3206 756.209 Q93.515 759.751 93.515 766.881 Q93.515 773.987 95.3206 777.552 Q97.1493 781.094 100.76 781.094 Q104.395 781.094 106.2 777.552 Q108.029 773.987 108.029 766.881 Q108.029 759.751 106.2 756.209 Q104.395 752.645 100.76 752.645 M100.76 748.941 Q106.571 748.941 109.626 753.547 Q112.705 758.131 112.705 766.881 Q112.705 775.608 109.626 780.214 Q106.571 784.797 100.76 784.797 Q94.9502 784.797 91.8715 780.214 Q88.816 775.608 88.816 766.881 Q88.816 758.131 91.8715 753.547 Q94.9502 748.941 100.76 748.941 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M120.922 778.246 L125.807 778.246 L125.807 784.126 L120.922 784.126 L120.922 778.246 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M145.992 752.645 Q142.381 752.645 140.552 756.209 Q138.746 759.751 138.746 766.881 Q138.746 773.987 140.552 777.552 Q142.381 781.094 145.992 781.094 Q149.626 781.094 151.431 777.552 Q153.26 773.987 153.26 766.881 Q153.26 759.751 151.431 756.209 Q149.626 752.645 145.992 752.645 M145.992 748.941 Q151.802 748.941 154.857 753.547 Q157.936 758.131 157.936 766.881 Q157.936 775.608 154.857 780.214 Q151.802 784.797 145.992 784.797 Q140.181 784.797 137.103 780.214 Q134.047 775.608 134.047 766.881 Q134.047 758.131 137.103 753.547 Q140.181 748.941 145.992 748.941 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M95.7836 497.328 L112.103 497.328 L112.103 501.264 L90.1586 501.264 L90.1586 497.328 Q92.8206 494.574 97.4039 489.944 Q102.01 485.291 103.191 483.949 Q105.436 481.426 106.316 479.69 Q107.219 477.93 107.219 476.241 Q107.219 473.486 105.274 471.75 Q103.353 470.014 100.251 470.014 Q98.0521 470.014 95.5984 470.778 Q93.1678 471.542 90.3901 473.092 L90.3901 468.37 Q93.2141 467.236 95.6678 466.657 Q98.1215 466.079 100.159 466.079 Q105.529 466.079 108.723 468.764 Q111.918 471.449 111.918 475.94 Q111.918 478.069 111.108 479.991 Q110.321 481.889 108.214 484.481 Q107.635 485.153 104.534 488.37 Q101.432 491.565 95.7836 497.328 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M121.918 495.384 L126.802 495.384 L126.802 501.264 L121.918 501.264 L121.918 495.384 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M137.033 466.704 L155.39 466.704 L155.39 470.639 L141.316 470.639 L141.316 479.111 Q142.334 478.764 143.353 478.602 Q144.371 478.417 145.39 478.417 Q151.177 478.417 154.556 481.588 Q157.936 484.759 157.936 490.176 Q157.936 495.754 154.464 498.856 Q150.992 501.935 144.672 501.935 Q142.496 501.935 140.228 501.565 Q137.982 501.194 135.575 500.453 L135.575 495.754 Q137.658 496.889 139.881 497.444 Q142.103 498 144.58 498 Q148.584 498 150.922 495.893 Q153.26 493.787 153.26 490.176 Q153.26 486.565 150.922 484.458 Q148.584 482.352 144.58 482.352 Q142.705 482.352 140.83 482.768 Q138.978 483.185 137.033 484.065 L137.033 466.704 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M90.8067 183.841 L109.163 183.841 L109.163 187.776 L95.0891 187.776 L95.0891 196.249 Q96.1076 195.901 97.1261 195.739 Q98.1447 195.554 99.1632 195.554 Q104.95 195.554 108.33 198.725 Q111.709 201.897 111.709 207.313 Q111.709 212.892 108.237 215.994 Q104.765 219.073 98.4456 219.073 Q96.2697 219.073 94.0012 218.702 Q91.7558 218.332 89.3484 217.591 L89.3484 212.892 Q91.4317 214.026 93.6539 214.582 Q95.8761 215.137 98.353 215.137 Q102.358 215.137 104.696 213.031 Q107.033 210.924 107.033 207.313 Q107.033 203.702 104.696 201.596 Q102.358 199.489 98.353 199.489 Q96.478 199.489 94.603 199.906 Q92.7512 200.323 90.8067 201.202 L90.8067 183.841 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M120.922 212.522 L125.807 212.522 L125.807 218.401 L120.922 218.401 L120.922 212.522 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M145.992 186.92 Q142.381 186.92 140.552 190.485 Q138.746 194.026 138.746 201.156 Q138.746 208.262 140.552 211.827 Q142.381 215.369 145.992 215.369 Q149.626 215.369 151.431 211.827 Q153.26 208.262 153.26 201.156 Q153.26 194.026 151.431 190.485 Q149.626 186.92 145.992 186.92 M145.992 183.216 Q151.802 183.216 154.857 187.823 Q157.936 192.406 157.936 201.156 Q157.936 209.883 154.857 214.489 Q151.802 219.073 145.992 219.073 Q140.181 219.073 137.103 214.489 Q134.047 209.883 134.047 201.156 Q134.047 192.406 137.103 187.823 Q140.181 183.216 145.992 183.216 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><circle clip-path=\"url(#clip182)\" cx=\"1622.4\" cy=\"667.79\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1507.97\" cy=\"442.563\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1888.68\" cy=\"282.259\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1238.89\" cy=\"443.504\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1582\" cy=\"703.733\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1662.92\" cy=\"503.695\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1798.73\" cy=\"647.101\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1885.29\" cy=\"379.898\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1764.89\" cy=\"244.582\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1701.26\" cy=\"540.439\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1613.47\" cy=\"533.091\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1592.87\" cy=\"441.088\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1711.68\" cy=\"222.338\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1299.32\" cy=\"699.357\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1776.38\" cy=\"525.652\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1819.72\" cy=\"708.684\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1317.72\" cy=\"641.698\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1871.25\" cy=\"439.456\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1618.64\" cy=\"673.018\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1688.78\" cy=\"454.803\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"936.469\" cy=\"1036.83\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"711.247\" cy=\"888.179\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"724.798\" cy=\"863.67\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"584.178\" cy=\"921.922\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"442.836\" cy=\"1057.25\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1019.17\" cy=\"1107.77\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"909.74\" cy=\"957.821\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"862.59\" cy=\"1200.18\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"507.695\" cy=\"995.692\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1040.99\" cy=\"1323.29\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"603.999\" cy=\"1021.7\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"774.766\" cy=\"1304.33\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"555.339\" cy=\"1305.4\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"466.301\" cy=\"1037.06\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"542.1\" cy=\"1120.63\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"416.871\" cy=\"1252.95\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"533.568\" cy=\"1125.89\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"880.489\" cy=\"1115.36\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"796.007\" cy=\"1174.16\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"525.817\" cy=\"883.035\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1525.63\" cy=\"1110.28\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1814.86\" cy=\"1005.33\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1748.56\" cy=\"1022.93\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1781.21\" cy=\"1078\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1667.85\" cy=\"1067.35\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1469.47\" cy=\"1077.11\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1621.16\" cy=\"1296.56\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1408.88\" cy=\"1300.73\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1899.45\" cy=\"1254.11\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1451.47\" cy=\"898.944\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1446.78\" cy=\"915.258\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1302.42\" cy=\"930.368\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1324.99\" cy=\"1292.56\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1842.56\" cy=\"1256.18\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1511.77\" cy=\"1085.72\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1904.08\" cy=\"1234.58\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1562.03\" cy=\"1010.04\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1793.53\" cy=\"1182.41\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1834.05\" cy=\"1197.82\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1296.44\" cy=\"983.782\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"821.649\" cy=\"467.641\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"669.872\" cy=\"392.78\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"909.758\" cy=\"580.946\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"1059.7\" cy=\"489.39\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"440.857\" cy=\"344.353\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"573.127\" cy=\"493.872\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"709.92\" cy=\"438.129\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"961.045\" cy=\"528.24\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"799.22\" cy=\"465.888\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"632.867\" cy=\"675.291\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"918.41\" cy=\"310.53\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"543.485\" cy=\"430.492\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"802.58\" cy=\"343.51\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"928.903\" cy=\"373.866\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"470.949\" cy=\"479.009\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"925.543\" cy=\"669.281\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"981.897\" cy=\"325.564\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"663.142\" cy=\"639.715\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"937.783\" cy=\"415.003\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<circle clip-path=\"url(#clip182)\" cx=\"527.156\" cy=\"246.63\" r=\"14.4\" fill=\"#0000ff\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#f1e864; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"999.001,1445.72 1002.5,1430.9 1006.12,1389.14 1015.15,1332.57 1021.13,1276 1024.98,1219.43 1027.41,1162.85 1028.8,1106.28 1026.2,1049.71 1016.2,993.136 1004.66,936.563 1002.5,902.671 971.918,879.991 927.07,875.041 851.645,861.493 776.219,846.358 700.794,840.516 625.369,833.661 549.943,839.768 474.518,847.608 399.093,853.867 323.668,858.37 248.242,861.421 \"\/>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#f8c931; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"248.242,839.762 323.668,834.976 399.093,826.094 417.612,823.418 474.518,819.402 549.943,815.8 625.369,814.628 700.794,816.849 776.219,817.615 851.645,819.1 927.07,821.606 942.257,823.418 1002.5,845.948 1024.28,879.991 1031.01,936.563 1041.28,993.136 1052.23,1049.71 1057.21,1106.28 1055.35,1162.85 1052.77,1219.43 1049.27,1276 1044.95,1332.57 1041.68,1389.14 1038.71,1445.72 \"\/>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#fbaa0e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1076.28,1445.72 1077.24,1389.14 1074.76,1332.57 1077.4,1276 1077.92,1266.77 1079.67,1219.43 1081.08,1162.85 1081.71,1106.28 1078.08,1049.71 1077.92,1048.12 1066.36,993.136 1057.35,936.563 1047.34,879.991 1011.44,823.418 1002.5,818.747 927.07,810.109 851.645,807.925 776.219,806.337 700.794,805.635 625.369,803.494 549.943,803.412 474.518,805.835 399.093,808.525 323.668,813.775 248.242,818.282 \"\/>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#f0701e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"248.242,776.426 323.668,775.654 399.093,775.563 474.518,778.701 549.943,778.635 625.369,781.224 700.794,783.206 776.219,783.781 851.645,785.574 927.07,787.115 1002.5,793.807 1059.21,823.418 1077.92,853.828 1085.47,879.991 1092.33,936.563 1096.71,993.136 1102.45,1049.71 1109.66,1106.28 1114,1162.85 1116.52,1219.43 1121.67,1276 1122.7,1332.57 1125.96,1389.14 1128.64,1445.72 \"\/>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#f98c09; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1102.72,1445.72 1101.71,1389.14 1099.06,1332.57 1099.59,1276 1098.09,1219.43 1097.54,1162.85 1095.68,1106.28 1090.26,1049.71 1084.5,993.136 1080.51,936.563 1077.92,913.829 1070.4,879.991 1035.33,823.418 1002.5,806.277 927.07,798.612 851.645,796.749 776.219,795.059 700.794,794.42 625.369,792.359 549.943,791.023 474.518,792.268 399.093,792.044 323.668,794.715 248.242,797.354 \"\/>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#ba3655; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"248.242,725.647 323.668,729.283 399.093,733.17 474.518,739.978 549.943,743.741 625.369,749.395 700.794,752.551 776.219,754.518 851.645,755.901 927.07,756.803 1002.5,758.938 1039.97,766.846 1077.92,782.509 1108.2,823.418 1119.07,879.991 1127.78,936.563 1133.33,993.136 1138.99,1049.71 1151.58,1106.28 1153.35,1116.01 1162.6,1162.85 1170.79,1219.43 1181.1,1276 1186.16,1332.57 1189.86,1389.14 1195.31,1445.72 \"\/>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#a12b61; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1215.81,1445.72 1209.38,1389.14 1205.42,1332.57 1198.83,1276 1188.21,1219.43 1177.78,1162.85 1165.07,1106.28 1153.35,1059.32 1151.17,1049.71 1145.54,993.136 1139.6,936.563 1130.27,879.991 1121.86,823.418 1125.15,766.846 1153.35,765.151 1228.77,765.063 1260.2,766.846 1304.2,769.668 1379.62,772.527 1455.05,774.332 1530.47,778.518 1605.9,781.759 1681.32,784.697 1756.75,788.653 1832.17,792.528 1907.6,794.776 1983.02,797.386 2058.45,799.207 \"\/>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#6e186e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2058.45,821.379 1983.02,819.013 1907.6,815.39 1832.17,812.205 1756.75,807.185 1681.32,802.023 1605.9,798.667 1530.47,795.701 1455.05,791.404 1379.62,789.593 1304.2,787.702 1228.77,786.521 1153.35,815.618 1149.17,823.418 1152.67,879.991 1153.35,883.78 1166.2,936.563 1172.89,993.136 1179.5,1049.71 1191.92,1106.28 1208.14,1162.85 1223.06,1219.43 1228.77,1248.46 1234.87,1276 1245.08,1332.57 1252.16,1389.14 1262.56,1445.72 \"\/>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#550f6d; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1287.25,1445.72 1275.4,1389.14 1265.79,1332.57 1254.45,1276 1241.71,1219.43 1228.77,1182.57 1223.32,1162.85 1205.35,1106.28 1193.87,1049.71 1187.26,993.136 1181.56,936.563 1171.01,879.991 1170.66,823.418 1228.77,797.596 1304.2,796.72 1379.62,798.127 1455.05,799.94 1530.47,804.293 1605.9,807.121 1681.32,810.687 1756.75,816.45 1832.17,822.044 1861.38,823.418 1907.6,827.945 1983.02,835.44 2058.45,840.902 \"\/>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#3b0964; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2058.45,862.328 1983.02,855.725 1907.6,848.427 1832.17,838.699 1756.75,828.127 1730.68,823.418 1681.32,819.35 1605.9,815.575 1530.47,812.884 1455.05,808.476 1379.62,806.66 1304.2,805.737 1228.77,808.671 1195.58,823.418 1189.8,879.991 1196.92,936.563 1201.62,993.136 1208.23,1049.71 1218.78,1106.28 1228.77,1136.69 1242.46,1162.85 1260.97,1219.43 1274.03,1276 1286.5,1332.57 1298.64,1389.14 1304.2,1413.59 1316.58,1445.72 \"\/>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#1f0c47; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1356.02,1445.72 1340.53,1389.14 1312.57,1332.57 1304.2,1320.58 1293.61,1276 1280.23,1219.43 1263.83,1162.85 1237.61,1106.28 1228.77,1085.2 1222.59,1049.71 1215.99,993.136 1212.28,936.563 1208.59,879.991 1220.51,823.418 1228.77,819.747 1304.2,814.754 1379.62,815.194 1455.05,817.012 1530.47,821.476 1587.63,823.418 1605.9,825.462 1681.32,835.66 1756.75,847.113 1832.17,856.46 1907.6,868.909 1983.02,876.009 2022.83,879.991 2058.45,887.412 \"\/>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#090621; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2058.45,929.666 1983.02,922.161 1907.6,904.192 1863.43,879.991 1832.17,874.221 1756.75,866.099 1681.32,858.74 1605.9,853.738 1530.47,849.086 1455.05,835.381 1379.62,825.579 1304.2,825.982 1228.77,874.361 1227.38,879.991 1227.64,936.563 1228.77,959.174 1236.7,993.136 1257.32,1049.71 1272.17,1106.28 1285.21,1162.85 1299.49,1219.43 1304.2,1239.07 1344.33,1276 1370.15,1332.57 1379.62,1359.51 1409.31,1389.14 1445.28,1445.72 \"\/>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#88216a; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1237.86,1445.72 1228.92,1389.14 1228.77,1387.48 1224.67,1332.57 1216.56,1276 1205.63,1219.43 1192.96,1162.85 1178.5,1106.28 1165.14,1049.71 1158.52,993.136 1153.35,954.212 1151.42,936.563 1141.47,879.991 1135.52,823.418 1153.35,790.079 1228.77,775.445 1304.2,778.685 1379.62,781.06 1455.05,782.868 1530.47,787.109 1605.9,790.213 1681.32,793.36 1756.75,797.919 1832.17,802.366 1907.6,805.083 1983.02,808.2 2058.45,810.293 \"\/>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#ba3655; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2058.45,788.121 1983.02,786.573 1907.6,784.469 1832.17,782.689 1756.75,779.387 1681.32,776.033 1605.9,773.305 1530.47,769.926 1474.31,766.846 1455.05,765.908 1379.62,764.346 1304.2,761.58 1228.77,757.086 1153.35,746.371 1124.06,710.274 1111.78,653.701 1100.75,597.129 1091.38,540.556 1085.83,483.984 1083.53,427.411 1080.54,370.839 1077.92,338.194 1075.83,314.266 1070.62,257.694 1065.48,201.121 1062.88,144.549 1055.94,87.9763 \"\/>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#a12b61; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1029,87.9763 1036.73,144.549 1042.72,201.121 1049.7,257.694 1057.69,314.266 1063.61,370.839 1068.22,427.411 1070.81,483.984 1076.97,540.556 1077.92,545.19 1087.94,597.129 1099.84,653.701 1108.82,710.274 1077.92,762.92 1002.5,749.501 927.07,748.685 851.645,747.636 776.219,746.289 700.794,743.275 625.369,739.182 549.943,732.461 474.518,727.341 399.093,719.541 323.668,714.482 259.778,710.274 248.242,709.405 \"\/>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#550f6d; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"248.242,658.659 323.668,666.025 399.093,676.799 474.518,688.936 549.943,696.927 625.369,707.849 642.937,710.274 700.794,715.447 776.219,721.605 851.645,722.839 927.07,724.33 1002.5,721.19 1043.48,710.274 1057.57,653.701 1047.25,597.129 1036,540.556 1027.24,483.984 1023.06,427.411 1012.67,370.839 1003.25,314.266 1002.5,311.263 985.059,257.694 973.019,201.121 953.593,144.549 941.445,87.9763 \"\/>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#6e186e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"971.733,87.9763 982.518,144.549 996.932,201.121 1002.5,228.082 1007.84,257.694 1021.4,314.266 1029.65,370.839 1038.12,427.411 1041.76,483.984 1049.66,540.556 1061.08,597.129 1075.03,653.701 1077.92,702.042 1078.35,710.274 1077.92,711.004 1002.5,730.627 927.07,732.448 851.645,731.105 776.219,729.833 700.794,724.723 625.369,718.757 552.82,710.274 549.943,709.848 474.518,701.873 399.093,691.228 323.668,682.319 248.242,675.574 \"\/>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#88216a; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"248.242,692.49 323.668,698.613 399.093,705.657 435.077,710.274 474.518,714.705 549.943,721.182 625.369,728.97 700.794,733.999 776.219,738.061 851.645,739.37 927.07,740.567 1002.5,740.064 1077.92,736.962 1093.59,710.274 1087.89,653.701 1077.92,608.812 1074.92,597.129 1063.31,540.556 1056.29,483.984 1053.17,427.411 1046.63,370.839 1039.54,314.266 1028.77,257.694 1019.96,201.121 1010.58,144.549 1002.5,90.6991 1002.02,87.9763 \"\/>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#1f0c47; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"871.981,87.9763 892.16,144.549 923.321,201.121 927.07,209.127 938.217,257.694 951.999,314.266 966.218,370.839 983.948,427.411 992.737,483.984 1002.5,506.33 1008.69,540.556 1019.58,597.129 1022.65,653.701 1002.5,686.391 927.07,703.528 851.645,699.26 776.219,696.722 700.794,686.263 625.369,679.221 549.943,671.084 474.518,663.063 425.908,653.701 399.093,643.264 323.668,624.498 248.242,614.6 \"\/>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#3b0964; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"248.242,637.508 323.668,647.979 345.431,653.701 399.093,662.37 474.518,676 549.943,684.005 625.369,693.535 700.794,702.91 741.503,710.274 776.219,713.377 851.645,714.574 927.07,716.212 1002.5,711.753 1008.05,710.274 1040.11,653.701 1033.42,597.129 1022.35,540.556 1012.71,483.984 1008.01,427.411 1002.5,400.407 992.112,370.839 977.785,314.266 961.638,257.694 949.107,201.121 927.07,149.226 924.393,144.549 908.096,87.9763 \"\/>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#090621; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"813.97,87.9763 851.645,123.599 859.927,144.549 875.534,201.121 894.981,257.694 924.588,314.266 927.07,317.715 940.324,370.839 954.681,427.411 959.815,483.984 975.783,540.556 1002.5,580.092 1005.75,597.129 1005.19,653.701 1002.5,658.068 927.07,678.409 851.645,676.301 776.219,674.963 700.794,669.615 625.369,664.907 549.943,658.163 508.048,653.701 474.518,641.233 399.093,617.117 323.668,601.017 292.669,597.129 248.242,556.575 \"\/>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#d04544; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"248.242,741.853 323.668,744.084 399.093,746.798 474.518,752.615 549.943,755.021 625.369,759.608 700.794,761.827 776.219,762.746 851.645,764.167 927.07,764.922 971.872,766.846 1002.5,768.867 1077.92,800.963 1094.54,823.418 1107.87,879.991 1115.96,936.563 1121.12,993.136 1126.81,1049.71 1137.6,1106.28 1146.93,1162.85 1153.35,1219.29 1153.36,1219.43 1163.38,1276 1166.9,1332.57 1170.34,1389.14 1174.81,1445.72 \"\/>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#e35832; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1154.31,1445.72 1153.35,1430.64 1150.21,1389.14 1146.34,1332.57 1143.76,1276 1134.94,1219.43 1130.46,1162.85 1123.63,1106.28 1114.63,1049.71 1108.92,993.136 1104.15,936.563 1096.67,879.991 1080.88,823.418 1077.92,819.417 1002.5,781.337 927.07,775.618 851.645,774.399 776.219,772.504 700.794,771.992 625.369,770.089 560.687,766.846 549.943,766.3 474.518,765.251 399.093,760.426 323.668,758.885 248.242,758.058 \"\/>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#fbaa0e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1179.84,87.9763 1177.81,144.549 1175.9,201.121 1174.23,257.694 1170.19,314.266 1166.95,370.839 1165.79,427.411 1167.37,483.984 1168.52,540.556 1171.56,597.129 1180.5,653.701 1212.17,710.274 1228.77,717.201 1304.2,723.257 1379.62,726.957 1455.05,727.792 1530.47,728.541 1605.9,728.368 1681.32,727.22 1756.75,726.017 1832.17,723.696 1907.6,716.549 1983.02,713.522 2025.66,710.274 2058.45,706.455 \"\/>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#f8c931; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2058.45,680.785 1983.02,688.284 1907.6,692.807 1838.55,710.274 1832.17,710.967 1756.75,714.821 1681.32,717.162 1605.9,719.285 1530.47,720.289 1455.05,720.169 1379.62,719.479 1304.2,715.593 1240.79,710.274 1228.77,706.219 1198.35,653.701 1191.98,597.129 1189.71,540.556 1189.09,483.984 1187.67,427.411 1188.17,370.839 1190.51,314.266 1195.19,257.694 1200.6,201.121 1205.9,144.549 1207.87,87.9763 \"\/>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#f1e864; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1250.15,87.9763 1243.51,144.549 1228.77,176.788 1225.31,201.121 1216.15,257.694 1210.82,314.266 1209.38,370.839 1209.55,427.411 1210.82,483.984 1210.91,540.556 1212.41,597.129 1216.2,653.701 1228.77,675.397 1304.2,696.238 1347.18,710.274 1379.62,712.001 1455.05,712.545 1530.47,712.036 1603.21,710.274 1605.9,709.767 1681.32,695.039 1756.75,684.694 1832.17,672.662 1907.6,663.179 1983.02,661.021 2058.45,655.115 \"\/>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#e35832; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2058.45,765.286 1983.02,763.895 1907.6,762.411 1832.17,761.885 1756.75,759.607 1681.32,757.396 1605.9,755.618 1530.47,753.299 1455.05,750.662 1379.62,749.39 1304.2,746.251 1228.77,741.132 1154.83,710.274 1153.35,707.447 1135.68,653.701 1126.35,597.129 1120.31,540.556 1116.84,483.984 1115.04,427.411 1113.95,370.839 1112.98,314.266 1112,257.694 1108.88,201.121 1108.16,144.549 1105.49,87.9763 \"\/>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#d04544; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1082.2,87.9763 1086.93,144.549 1087.58,201.121 1091.36,257.694 1094.38,314.266 1097.25,370.839 1099.28,427.411 1101.34,483.984 1105.84,540.556 1113.55,597.129 1123.73,653.701 1139.29,710.274 1153.35,727.592 1228.77,749.109 1304.2,753.916 1379.62,756.868 1455.05,758.285 1530.47,761.552 1605.9,764.702 1665.94,766.846 1681.32,767.37 1756.75,770.121 1832.17,772.85 1907.6,774.163 1983.02,775.759 2058.45,777.036 \"\/>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#f0701e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2058.45,745.992 1983.02,747.104 1907.6,747.124 1832.17,749.155 1756.75,748.41 1681.32,747.337 1605.9,746.535 1530.47,745.047 1455.05,743.039 1379.62,741.912 1304.2,738.586 1228.77,733.155 1173.95,710.274 1153.35,671.109 1147.62,653.701 1139.16,597.129 1134.77,540.556 1132.34,483.984 1130.79,427.411 1130.66,370.839 1131.57,314.266 1132.64,257.694 1130.19,201.121 1129.39,144.549 1128.78,87.9763 \"\/>\n<polyline clip-path=\"url(#clip182)\" style=\"stroke:#f98c09; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1152.08,87.9763 1150.61,144.549 1151.49,201.121 1153.27,257.694 1150.17,314.266 1147.36,370.839 1146.55,427.411 1147.85,483.984 1149.24,540.556 1151.96,597.129 1153.35,606.855 1162.65,653.701 1193.06,710.274 1228.77,725.178 1304.2,730.922 1379.62,734.434 1455.05,735.415 1530.47,736.794 1605.9,737.452 1681.32,737.279 1756.75,737.214 1832.17,736.426 1907.6,731.836 1983.02,730.313 2058.45,726.697 \"\/>\n<defs>\n <clipPath id=\"clip183\">\n <rect x=\"2160\" y=\"47\" width=\"73\" height=\"1440\"\/>\n <\/clipPath>\n<\/defs>\n<polyline clip-path=\"url(#clip183)\" style=\"stroke:#0a0723; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1396.5 2232.76,1396.5 \"\/>\n<polyline clip-path=\"url(#clip183)\" style=\"stroke:#200c4a; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1306.55 2232.76,1306.55 \"\/>\n<polyline clip-path=\"url(#clip183)\" style=\"stroke:#3c0965; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1216.6 2232.76,1216.6 \"\/>\n<polyline clip-path=\"url(#clip183)\" style=\"stroke:#570f6d; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1126.65 2232.76,1126.65 \"\/>\n<polyline clip-path=\"url(#clip183)\" style=\"stroke:#70196e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1036.7 2232.76,1036.7 \"\/>\n<polyline clip-path=\"url(#clip183)\" style=\"stroke:#892269; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,946.746 2232.76,946.746 \"\/>\n<polyline clip-path=\"url(#clip183)\" style=\"stroke:#a32b61; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,856.796 2232.76,856.796 \"\/>\n<polyline clip-path=\"url(#clip183)\" style=\"stroke:#bb3754; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,766.846 2232.76,766.846 \"\/>\n<polyline clip-path=\"url(#clip183)\" style=\"stroke:#d04544; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,676.896 2232.76,676.896 \"\/>\n<polyline clip-path=\"url(#clip183)\" style=\"stroke:#e35832; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,586.946 2232.76,586.946 \"\/>\n<polyline clip-path=\"url(#clip183)\" style=\"stroke:#f0701e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,496.995 2232.76,496.995 \"\/>\n<polyline clip-path=\"url(#clip183)\" style=\"stroke:#f98c09; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,407.045 2232.76,407.045 \"\/>\n<polyline clip-path=\"url(#clip183)\" style=\"stroke:#fbaa0e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,317.095 2232.76,317.095 \"\/>\n<polyline clip-path=\"url(#clip183)\" style=\"stroke:#f8c931; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,227.145 2232.76,227.145 \"\/>\n<polyline clip-path=\"url(#clip183)\" style=\"stroke:#f1e864; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,137.194 2232.76,137.194 \"\/>\n<path clip-path=\"url(#clip180)\" d=\"M2280.7 1341.12 Q2277.09 1341.12 2275.26 1344.68 Q2273.45 1348.22 2273.45 1355.35 Q2273.45 1362.46 2275.26 1366.02 Q2277.09 1369.57 2280.7 1369.57 Q2284.33 1369.57 2286.14 1366.02 Q2287.97 1362.46 2287.97 1355.35 Q2287.97 1348.22 2286.14 1344.68 Q2284.33 1341.12 2280.7 1341.12 M2280.7 1337.41 Q2286.51 1337.41 2289.57 1342.02 Q2292.64 1346.6 2292.64 1355.35 Q2292.64 1364.08 2289.57 1368.69 Q2286.51 1373.27 2280.7 1373.27 Q2274.89 1373.27 2271.81 1368.69 Q2268.76 1364.08 2268.76 1355.35 Q2268.76 1346.6 2271.81 1342.02 Q2274.89 1337.41 2280.7 1337.41 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M2300.86 1366.72 L2305.75 1366.72 L2305.75 1372.6 L2300.86 1372.6 L2300.86 1366.72 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M2316.74 1368.66 L2324.38 1368.66 L2324.38 1342.3 L2316.07 1343.96 L2316.07 1339.7 L2324.33 1338.04 L2329.01 1338.04 L2329.01 1368.66 L2336.65 1368.66 L2336.65 1372.6 L2316.74 1372.6 L2316.74 1368.66 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M2280.7 1192.1 Q2277.09 1192.1 2275.26 1195.66 Q2273.45 1199.21 2273.45 1206.34 Q2273.45 1213.44 2275.26 1217.01 Q2277.09 1220.55 2280.7 1220.55 Q2284.33 1220.55 2286.14 1217.01 Q2287.97 1213.44 2287.97 1206.34 Q2287.97 1199.21 2286.14 1195.66 Q2284.33 1192.1 2280.7 1192.1 M2280.7 1188.4 Q2286.51 1188.4 2289.57 1193 Q2292.64 1197.59 2292.64 1206.34 Q2292.64 1215.06 2289.57 1219.67 Q2286.51 1224.25 2280.7 1224.25 Q2274.89 1224.25 2271.81 1219.67 Q2268.76 1215.06 2268.76 1206.34 Q2268.76 1197.59 2271.81 1193 Q2274.89 1188.4 2280.7 1188.4 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M2300.86 1217.7 L2305.75 1217.7 L2305.75 1223.58 L2300.86 1223.58 L2300.86 1217.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M2319.96 1219.65 L2336.28 1219.65 L2336.28 1223.58 L2314.33 1223.58 L2314.33 1219.65 Q2317 1216.89 2321.58 1212.26 Q2326.19 1207.61 2327.37 1206.27 Q2329.61 1203.74 2330.49 1202.01 Q2331.39 1200.25 2331.39 1198.56 Q2331.39 1195.8 2329.45 1194.07 Q2327.53 1192.33 2324.43 1192.33 Q2322.23 1192.33 2319.77 1193.1 Q2317.34 1193.86 2314.57 1195.41 L2314.57 1190.69 Q2317.39 1189.55 2319.84 1188.97 Q2322.3 1188.4 2324.33 1188.4 Q2329.7 1188.4 2332.9 1191.08 Q2336.09 1193.77 2336.09 1198.26 Q2336.09 1200.39 2335.28 1202.31 Q2334.5 1204.21 2332.39 1206.8 Q2331.81 1207.47 2328.71 1210.69 Q2325.61 1213.88 2319.96 1219.65 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M2280.7 1043.08 Q2277.09 1043.08 2275.26 1046.65 Q2273.45 1050.19 2273.45 1057.32 Q2273.45 1064.43 2275.26 1067.99 Q2277.09 1071.53 2280.7 1071.53 Q2284.33 1071.53 2286.14 1067.99 Q2287.97 1064.43 2287.97 1057.32 Q2287.97 1050.19 2286.14 1046.65 Q2284.33 1043.08 2280.7 1043.08 M2280.7 1039.38 Q2286.51 1039.38 2289.57 1043.99 Q2292.64 1048.57 2292.64 1057.32 Q2292.64 1066.05 2289.57 1070.65 Q2286.51 1075.24 2280.7 1075.24 Q2274.89 1075.24 2271.81 1070.65 Q2268.76 1066.05 2268.76 1057.32 Q2268.76 1048.57 2271.81 1043.99 Q2274.89 1039.38 2280.7 1039.38 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M2300.86 1068.69 L2305.75 1068.69 L2305.75 1074.57 L2300.86 1074.57 L2300.86 1068.69 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M2330.1 1055.93 Q2333.45 1056.65 2335.33 1058.92 Q2337.23 1061.19 2337.23 1064.52 Q2337.23 1069.63 2333.71 1072.44 Q2330.19 1075.24 2323.71 1075.24 Q2321.53 1075.24 2319.22 1074.8 Q2316.93 1074.38 2314.47 1073.52 L2314.47 1069.01 Q2316.42 1070.14 2318.73 1070.72 Q2321.05 1071.3 2323.57 1071.3 Q2327.97 1071.3 2330.26 1069.57 Q2332.58 1067.83 2332.58 1064.52 Q2332.58 1061.46 2330.42 1059.75 Q2328.29 1058.01 2324.47 1058.01 L2320.45 1058.01 L2320.45 1054.17 L2324.66 1054.17 Q2328.11 1054.17 2329.94 1052.81 Q2331.76 1051.42 2331.76 1048.82 Q2331.76 1046.16 2329.87 1044.75 Q2327.99 1043.32 2324.47 1043.32 Q2322.55 1043.32 2320.35 1043.73 Q2318.15 1044.15 2315.51 1045.03 L2315.51 1040.86 Q2318.18 1040.12 2320.49 1039.75 Q2322.83 1039.38 2324.89 1039.38 Q2330.21 1039.38 2333.32 1041.81 Q2336.42 1044.22 2336.42 1048.34 Q2336.42 1051.21 2334.77 1053.2 Q2333.13 1055.17 2330.1 1055.93 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M2280.7 894.068 Q2277.09 894.068 2275.26 897.632 Q2273.45 901.174 2273.45 908.304 Q2273.45 915.41 2275.26 918.975 Q2277.09 922.517 2280.7 922.517 Q2284.33 922.517 2286.14 918.975 Q2287.97 915.41 2287.97 908.304 Q2287.97 901.174 2286.14 897.632 Q2284.33 894.068 2280.7 894.068 M2280.7 890.364 Q2286.51 890.364 2289.57 894.97 Q2292.64 899.554 2292.64 908.304 Q2292.64 917.03 2289.57 921.637 Q2286.51 926.22 2280.7 926.22 Q2274.89 926.22 2271.81 921.637 Q2268.76 917.03 2268.76 908.304 Q2268.76 899.554 2271.81 894.97 Q2274.89 890.364 2280.7 890.364 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M2300.86 919.669 L2305.75 919.669 L2305.75 925.549 L2300.86 925.549 L2300.86 919.669 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M2328.78 895.063 L2316.97 913.512 L2328.78 913.512 L2328.78 895.063 M2327.55 890.989 L2333.43 890.989 L2333.43 913.512 L2338.36 913.512 L2338.36 917.401 L2333.43 917.401 L2333.43 925.549 L2328.78 925.549 L2328.78 917.401 L2313.18 917.401 L2313.18 912.887 L2327.55 890.989 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M2280.7 745.051 Q2277.09 745.051 2275.26 748.616 Q2273.45 752.158 2273.45 759.287 Q2273.45 766.394 2275.26 769.959 Q2277.09 773.5 2280.7 773.5 Q2284.33 773.5 2286.14 769.959 Q2287.97 766.394 2287.97 759.287 Q2287.97 752.158 2286.14 748.616 Q2284.33 745.051 2280.7 745.051 M2280.7 741.348 Q2286.51 741.348 2289.57 745.954 Q2292.64 750.537 2292.64 759.287 Q2292.64 768.014 2289.57 772.621 Q2286.51 777.204 2280.7 777.204 Q2274.89 777.204 2271.81 772.621 Q2268.76 768.014 2268.76 759.287 Q2268.76 750.537 2271.81 745.954 Q2274.89 741.348 2280.7 741.348 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M2300.86 770.653 L2305.75 770.653 L2305.75 776.533 L2300.86 776.533 L2300.86 770.653 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M2315.98 741.973 L2334.33 741.973 L2334.33 745.908 L2320.26 745.908 L2320.26 754.38 Q2321.28 754.033 2322.3 753.871 Q2323.32 753.686 2324.33 753.686 Q2330.12 753.686 2333.5 756.857 Q2336.88 760.028 2336.88 765.445 Q2336.88 771.023 2333.41 774.125 Q2329.94 777.204 2323.62 777.204 Q2321.44 777.204 2319.17 776.834 Q2316.93 776.463 2314.52 775.723 L2314.52 771.023 Q2316.6 772.158 2318.83 772.713 Q2321.05 773.269 2323.52 773.269 Q2327.53 773.269 2329.87 771.162 Q2332.2 769.056 2332.2 765.445 Q2332.2 761.834 2329.87 759.727 Q2327.53 757.621 2323.52 757.621 Q2321.65 757.621 2319.77 758.037 Q2317.92 758.454 2315.98 759.334 L2315.98 741.973 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M2280.7 596.035 Q2277.09 596.035 2275.26 599.6 Q2273.45 603.142 2273.45 610.271 Q2273.45 617.378 2275.26 620.943 Q2277.09 624.484 2280.7 624.484 Q2284.33 624.484 2286.14 620.943 Q2287.97 617.378 2287.97 610.271 Q2287.97 603.142 2286.14 599.6 Q2284.33 596.035 2280.7 596.035 M2280.7 592.332 Q2286.51 592.332 2289.57 596.938 Q2292.64 601.521 2292.64 610.271 Q2292.64 618.998 2289.57 623.605 Q2286.51 628.188 2280.7 628.188 Q2274.89 628.188 2271.81 623.605 Q2268.76 618.998 2268.76 610.271 Q2268.76 601.521 2271.81 596.938 Q2274.89 592.332 2280.7 592.332 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M2300.86 621.637 L2305.75 621.637 L2305.75 627.517 L2300.86 627.517 L2300.86 621.637 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M2326.51 608.373 Q2323.36 608.373 2321.51 610.526 Q2319.68 612.679 2319.68 616.429 Q2319.68 620.155 2321.51 622.331 Q2323.36 624.484 2326.51 624.484 Q2329.66 624.484 2331.49 622.331 Q2333.34 620.155 2333.34 616.429 Q2333.34 612.679 2331.49 610.526 Q2329.66 608.373 2326.51 608.373 M2335.79 593.72 L2335.79 597.98 Q2334.03 597.146 2332.23 596.707 Q2330.45 596.267 2328.69 596.267 Q2324.06 596.267 2321.6 599.392 Q2319.17 602.517 2318.83 608.836 Q2320.19 606.822 2322.25 605.757 Q2324.31 604.669 2326.79 604.669 Q2332 604.669 2335.01 607.841 Q2338.04 610.989 2338.04 616.429 Q2338.04 621.753 2334.89 624.97 Q2331.74 628.188 2326.51 628.188 Q2320.51 628.188 2317.34 623.605 Q2314.17 618.998 2314.17 610.271 Q2314.17 602.077 2318.06 597.216 Q2321.95 592.332 2328.5 592.332 Q2330.26 592.332 2332.04 592.679 Q2333.85 593.026 2335.79 593.72 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M2280.7 447.019 Q2277.09 447.019 2275.26 450.584 Q2273.45 454.125 2273.45 461.255 Q2273.45 468.362 2275.26 471.926 Q2277.09 475.468 2280.7 475.468 Q2284.33 475.468 2286.14 471.926 Q2287.97 468.362 2287.97 461.255 Q2287.97 454.125 2286.14 450.584 Q2284.33 447.019 2280.7 447.019 M2280.7 443.315 Q2286.51 443.315 2289.57 447.922 Q2292.64 452.505 2292.64 461.255 Q2292.64 469.982 2289.57 474.588 Q2286.51 479.172 2280.7 479.172 Q2274.89 479.172 2271.81 474.588 Q2268.76 469.982 2268.76 461.255 Q2268.76 452.505 2271.81 447.922 Q2274.89 443.315 2280.7 443.315 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M2300.86 472.621 L2305.75 472.621 L2305.75 478.5 L2300.86 478.5 L2300.86 472.621 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M2314.75 443.94 L2336.97 443.94 L2336.97 445.931 L2324.43 478.5 L2319.54 478.5 L2331.35 447.876 L2314.75 447.876 L2314.75 443.94 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M2280.7 298.003 Q2277.09 298.003 2275.26 301.568 Q2273.45 305.109 2273.45 312.239 Q2273.45 319.345 2275.26 322.91 Q2277.09 326.452 2280.7 326.452 Q2284.33 326.452 2286.14 322.91 Q2287.97 319.345 2287.97 312.239 Q2287.97 305.109 2286.14 301.568 Q2284.33 298.003 2280.7 298.003 M2280.7 294.299 Q2286.51 294.299 2289.57 298.906 Q2292.64 303.489 2292.64 312.239 Q2292.64 320.966 2289.57 325.572 Q2286.51 330.155 2280.7 330.155 Q2274.89 330.155 2271.81 325.572 Q2268.76 320.966 2268.76 312.239 Q2268.76 303.489 2271.81 298.906 Q2274.89 294.299 2280.7 294.299 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M2300.86 323.605 L2305.75 323.605 L2305.75 329.484 L2300.86 329.484 L2300.86 323.605 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M2325.93 313.072 Q2322.6 313.072 2320.68 314.855 Q2318.78 316.637 2318.78 319.762 Q2318.78 322.887 2320.68 324.669 Q2322.6 326.452 2325.93 326.452 Q2329.26 326.452 2331.19 324.669 Q2333.11 322.864 2333.11 319.762 Q2333.11 316.637 2331.19 314.855 Q2329.29 313.072 2325.93 313.072 M2321.26 311.081 Q2318.25 310.341 2316.56 308.281 Q2314.89 306.22 2314.89 303.257 Q2314.89 299.114 2317.83 296.707 Q2320.79 294.299 2325.93 294.299 Q2331.09 294.299 2334.03 296.707 Q2336.97 299.114 2336.97 303.257 Q2336.97 306.22 2335.28 308.281 Q2333.62 310.341 2330.63 311.081 Q2334.01 311.869 2335.89 314.16 Q2337.78 316.452 2337.78 319.762 Q2337.78 324.785 2334.7 327.47 Q2331.65 330.155 2325.93 330.155 Q2320.21 330.155 2317.14 327.47 Q2314.08 324.785 2314.08 319.762 Q2314.08 316.452 2315.98 314.16 Q2317.88 311.869 2321.26 311.081 M2319.54 303.697 Q2319.54 306.382 2321.21 307.887 Q2322.9 309.392 2325.93 309.392 Q2328.94 309.392 2330.63 307.887 Q2332.34 306.382 2332.34 303.697 Q2332.34 301.012 2330.63 299.507 Q2328.94 298.003 2325.93 298.003 Q2322.9 298.003 2321.21 299.507 Q2319.54 301.012 2319.54 303.697 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M2280.7 148.987 Q2277.09 148.987 2275.26 152.551 Q2273.45 156.093 2273.45 163.223 Q2273.45 170.329 2275.26 173.894 Q2277.09 177.436 2280.7 177.436 Q2284.33 177.436 2286.14 173.894 Q2287.97 170.329 2287.97 163.223 Q2287.97 156.093 2286.14 152.551 Q2284.33 148.987 2280.7 148.987 M2280.7 145.283 Q2286.51 145.283 2289.57 149.889 Q2292.64 154.473 2292.64 163.223 Q2292.64 171.95 2289.57 176.556 Q2286.51 181.139 2280.7 181.139 Q2274.89 181.139 2271.81 176.556 Q2268.76 171.95 2268.76 163.223 Q2268.76 154.473 2271.81 149.889 Q2274.89 145.283 2280.7 145.283 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M2300.86 174.588 L2305.75 174.588 L2305.75 180.468 L2300.86 180.468 L2300.86 174.588 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip180)\" d=\"M2316.07 179.75 L2316.07 175.491 Q2317.83 176.324 2319.64 176.764 Q2321.44 177.204 2323.18 177.204 Q2327.81 177.204 2330.24 174.102 Q2332.69 170.977 2333.04 164.635 Q2331.7 166.625 2329.64 167.69 Q2327.58 168.755 2325.08 168.755 Q2319.89 168.755 2316.86 165.63 Q2313.85 162.482 2313.85 157.042 Q2313.85 151.718 2317 148.501 Q2320.14 145.283 2325.38 145.283 Q2331.37 145.283 2334.52 149.889 Q2337.69 154.473 2337.69 163.223 Q2337.69 171.394 2333.8 176.278 Q2329.94 181.139 2323.39 181.139 Q2321.63 181.139 2319.82 180.792 Q2318.01 180.445 2316.07 179.75 M2325.38 165.098 Q2328.52 165.098 2330.35 162.945 Q2332.2 160.792 2332.2 157.042 Q2332.2 153.315 2330.35 151.163 Q2328.52 148.987 2325.38 148.987 Q2322.23 148.987 2320.38 151.163 Q2318.55 153.315 2318.55 157.042 Q2318.55 160.792 2320.38 162.945 Q2322.23 165.098 2325.38 165.098 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><polyline clip-path=\"url(#clip180)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1486.45 2232.76,1358.95 2256.76,1358.95 2232.76,1358.95 2232.76,1209.93 2256.76,1209.93 2232.76,1209.93 2232.76,1060.91 2256.76,1060.91 2232.76,1060.91 2232.76,911.898 2256.76,911.898 2232.76,911.898 2232.76,762.882 2256.76,762.882 2232.76,762.882 2232.76,613.865 2256.76,613.865 2232.76,613.865 2232.76,464.849 2256.76,464.849 2232.76,464.849 2232.76,315.833 2256.76,315.833 2232.76,315.833 2232.76,166.817 2256.76,166.817 2232.76,166.817 2232.76,47.2441 \"\/>\n<\/svg>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"cell-id=15dea976\" class=\"jp-Cell jp-MarkdownCell jp-Notebook-cell\">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\"><div class=\"jp-InputPrompt jp-InputArea-prompt\">\n<\/div><div class=\"jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput \" data-mime-type=\"text\/markdown\">\n<p>\ubca0\uc774\uc9c0\uc548 \uc2e0\uacbd\ub9dd\uc758 \uc608\uce21\ub825\uc774 \uc0d8\ud50c \uac04\uc5d0 \uc5b4\ub5bb\uac8c \ubcc0\ud654\ud588\ub294\uc9c0 \uc54c\uace0 \uc2f6\ub2e4\uace0 \uac00\uc815\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uc774 \uacbd\uc6b0 \ub2e4\uc74c \uadf8\ub798\ud504\ub294 \uc0d8\ud50c 1\uc5d0\uc11c 1,000\uae4c\uc9c0\uc758 \ub124\ud2b8\uc6cc\ud06c \uac00\uc911\uce58\uc5d0\uc11c \uc0dd\uc131\ub41c \uc724\uacfd\uc120 \ud50c\ub86f\uc758 \uc560\ub2c8\uba54\uc774\uc158\uc744 \ud45c\uc2dc\ud569\ub2c8\ub2e4.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div><div id=\"cell-id=3c69cc07\" class=\"jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs \">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\">\n<div class=\"jp-InputPrompt jp-InputArea-prompt\">In [222]:<\/div>\n<div class=\"jp-CodeMirrorEditor jp-Editor jp-InputArea-editor\" data-type=\"inline\">\n <div class=\"CodeMirror cm-s-jupyter\">\n<div class=\" highlight hl-julia\"><pre><span><\/span><span class=\"c\"># # Number of iteration to plot<\/span>\n<span class=\"c\"># n_end = 500<\/span>\n<span class=\"c\"># anim = @gif for i in 1:n_end<\/span>\n<span class=\"c\"># plot_data()<\/span>\n<span class=\"c\"># Z = [nn_forward([x1,x2],theta[i,:])[1] for x1 in x1_range, x2 in x2_range]<\/span>\n<span class=\"c\"># contour!(x1_range, x2_range, Z; title="Iteration $i", clim = (0,1))<\/span>\n<span class=\"c\"># end every 5<\/span>\n<\/pre><\/div>\n <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"cell-id=06729c88\" class=\"jp-Cell jp-MarkdownCell jp-Notebook-cell\">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\"><div class=\"jp-InputPrompt jp-InputArea-prompt\">\n<\/div><div class=\"jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput \" data-mime-type=\"text\/markdown\">\n<h2 id=\"ROC-Curve\">ROC Curve<a class=\"anchor-link\" href=\"#ROC-Curve\">¶<\/a><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div><div id=\"cell-id=21c989f9\" class=\"jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs \">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\">\n<div class=\"jp-InputPrompt jp-InputArea-prompt\">In [197]:<\/div>\n<div class=\"jp-CodeMirrorEditor jp-Editor jp-InputArea-editor\" data-type=\"inline\">\n <div class=\"CodeMirror cm-s-jupyter\">\n<div class=\" highlight hl-julia\"><pre><span><\/span><span class=\"k\">using<\/span> <span class=\"n\">PyCall<\/span>\n<\/pre><\/div>\n <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><div id=\"cell-id=278888f5\" class=\"jp-Cell jp-CodeCell jp-Notebook-cell \">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\">\n<div class=\"jp-InputPrompt jp-InputArea-prompt\">In [213]:<\/div>\n<div class=\"jp-CodeMirrorEditor jp-Editor jp-InputArea-editor\" data-type=\"inline\">\n <div class=\"CodeMirror cm-s-jupyter\">\n<div class=\" highlight hl-julia\"><pre><span><\/span><span class=\"c\"># return : optimal_threshold<\/span>\n<span class=\"k\">function<\/span> <span class=\"n\">plot_roc_curve<\/span><span class=\"p\">(<\/span><span class=\"n\">fpr<\/span><span class=\"p\">,<\/span><span class=\"n\">tpr<\/span><span class=\"p\">,<\/span><span class=\"n\">thresholds<\/span><span class=\"p\">,<\/span><span class=\"n\">optimal_auc<\/span><span class=\"p\">)<\/span>\n <span class=\"n\">J_values<\/span> <span class=\"o\">=<\/span> <span class=\"n\">tpr<\/span> <span class=\"o\">-<\/span> <span class=\"n\">fpr<\/span>\n <span class=\"n\">idx<\/span> <span class=\"o\">=<\/span> <span class=\"n\">argmax<\/span><span class=\"p\">(<\/span><span class=\"n\">J_values<\/span><span class=\"p\">)<\/span>\n <span class=\"n\">optimal_threshold<\/span> <span class=\"o\">=<\/span> <span class=\"n\">thresholds<\/span><span class=\"p\">[<\/span><span class=\"n\">idx<\/span><span class=\"p\">]<\/span> \n <span class=\"n\">plot<\/span><span class=\"p\">(<\/span><span class=\"n\">fpr<\/span><span class=\"p\">,<\/span><span class=\"n\">tpr<\/span><span class=\"p\">,<\/span> <span class=\"n\">title<\/span><span class=\"o\">=<\/span><span class=\"s\">"ROC Curve"<\/span><span class=\"p\">,<\/span> \n <span class=\"n\">label<\/span><span class=\"o\">=<\/span><span class=\"s\">"ROC Curve(AUC=<\/span><span class=\"si\">$<\/span><span class=\"p\">(<\/span><span class=\"n\">round<\/span><span class=\"p\">(<\/span><span class=\"n\">optimal_auc<\/span><span class=\"p\">,<\/span><span class=\"n\">digits<\/span><span class=\"o\">=<\/span><span class=\"mi\">2<\/span><span class=\"p\">))<\/span><span class=\"s\">)"<\/span><span class=\"p\">,<\/span>\n <span class=\"n\">xlabel<\/span> <span class=\"o\">=<\/span> <span class=\"s\">"False Positive Rate(FPR)"<\/span><span class=\"p\">,<\/span>\n <span class=\"n\">ylabel<\/span> <span class=\"o\">=<\/span> <span class=\"s\">"True Positive Rate(TPR)"<\/span><span class=\"p\">)<\/span>\n <span class=\"n\">scatter!<\/span><span class=\"p\">([<\/span><span class=\"n\">fpr<\/span><span class=\"p\">[<\/span><span class=\"n\">idx<\/span><span class=\"p\">]],[<\/span><span class=\"n\">tpr<\/span><span class=\"p\">[<\/span><span class=\"n\">idx<\/span><span class=\"p\">]],<\/span> <span class=\"n\">color<\/span><span class=\"o\">=<\/span><span class=\"ss\">:red<\/span><span class=\"p\">,<\/span>\n <span class=\"n\">label<\/span><span class=\"o\">=<\/span><span class=\"s\">"Optimal threshold=<\/span><span class=\"si\">$<\/span><span class=\"p\">(<\/span><span class=\"n\">round<\/span><span class=\"p\">(<\/span><span class=\"n\">optimal_threshold<\/span><span class=\"p\">,<\/span><span class=\"n\">digits<\/span><span class=\"o\">=<\/span><span class=\"mi\">4<\/span><span class=\"p\">))<\/span><span class=\"se\">\\n<\/span><span class=\"s\">Sensitivity=<\/span><span class=\"si\">$<\/span><span class=\"p\">(<\/span><span class=\"n\">round<\/span><span class=\"p\">(<\/span><span class=\"n\">tpr<\/span><span class=\"p\">[<\/span><span class=\"n\">idx<\/span><span class=\"p\">],<\/span><span class=\"n\">digits<\/span><span class=\"o\">=<\/span><span class=\"mi\">2<\/span><span class=\"p\">))<\/span><span class=\"se\">\\n<\/span><span class=\"s\">Specificity=<\/span><span class=\"si\">$<\/span><span class=\"p\">(<\/span><span class=\"n\">round<\/span><span class=\"p\">(<\/span><span class=\"mi\">1<\/span> <span class=\"o\">-<\/span> <span class=\"n\">fpr<\/span><span class=\"p\">[<\/span><span class=\"n\">idx<\/span><span class=\"p\">],<\/span><span class=\"n\">digits<\/span><span class=\"o\">=<\/span><span class=\"mi\">2<\/span><span class=\"p\">))<\/span><span class=\"s\">"<\/span><span class=\"p\">)<\/span>\n <span class=\"n\">plot!<\/span><span class=\"p\">([<\/span><span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"mi\">1<\/span><span class=\"p\">],<\/span> <span class=\"p\">[<\/span><span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"mi\">1<\/span><span class=\"p\">],<\/span> <span class=\"n\">linestyle<\/span><span class=\"o\">=<\/span><span class=\"ss\">:dash<\/span><span class=\"p\">,<\/span> <span class=\"n\">color<\/span><span class=\"o\">=<\/span><span class=\"ss\">:black<\/span><span class=\"p\">,<\/span> <span class=\"n\">label<\/span><span class=\"o\">=<\/span><span class=\"s\">"Random Classifier"<\/span><span class=\"p\">)<\/span><span class=\"o\">|><\/span><span class=\"n\">display<\/span> \n <span class=\"n\">optimal_threshold<\/span>\n<span class=\"k\">end<\/span>\n<\/pre><\/div>\n <\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"jp-Cell-outputWrapper\">\n<div class=\"jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser\">\n<\/div>\n<div class=\"jp-OutputArea jp-Cell-outputArea\">\n<div class=\"jp-OutputArea-child jp-OutputArea-executeResult\">\n \n <div class=\"jp-OutputPrompt jp-OutputArea-prompt\">Out[213]:<\/div>\n<div class=\"jp-RenderedText jp-OutputArea-output jp-OutputArea-executeResult\" data-mime-type=\"text\/plain\">\n<pre>plot_roc_curve (generic function with 1 method)<\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"cell-id=7eb27fd2\" class=\"jp-Cell jp-MarkdownCell jp-Notebook-cell\">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\"><div class=\"jp-InputPrompt jp-InputArea-prompt\">\n<\/div><div class=\"jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput \" data-mime-type=\"text\/markdown\">\n<h3 id=\"X-%EC%97%90-%EB%8C%80%ED%95%9C-ROC-Curve\">X 에 대한 ROC Curve<a class=\"anchor-link\" href=\"#X-%EC%97%90-%EB%8C%80%ED%95%9C-ROC-Curve\">¶<\/a><\/h3>\n<\/div>\n<\/div>\n<\/div>\n<\/div><div id=\"cell-id=623ca44b\" class=\"jp-Cell jp-CodeCell jp-Notebook-cell \">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\">\n<div class=\"jp-InputPrompt jp-InputArea-prompt\">In [217]:<\/div>\n<div class=\"jp-CodeMirrorEditor jp-Editor jp-InputArea-editor\" data-type=\"inline\">\n <div class=\"CodeMirror cm-s-jupyter\">\n<div class=\" highlight hl-julia\"><pre><span><\/span><span class=\"n\">optimal_threshold<\/span> <span class=\"o\">=<\/span> <span class=\"k\">let<\/span>\n <span class=\"n\">n_end<\/span> <span class=\"o\">=<\/span> <span class=\"mi\">1500<\/span>\n <span class=\"n\">_<\/span><span class=\"p\">,<\/span><span class=\"n\">n<\/span> <span class=\"o\">=<\/span> <span class=\"n\">size<\/span><span class=\"p\">(<\/span><span class=\"n\">x<\/span><span class=\"p\">)<\/span>\n <span class=\"n\">category_pred<\/span> <span class=\"o\">=<\/span> <span class=\"n\">map<\/span><span class=\"p\">(<\/span><span class=\"n\">i<\/span><span class=\"o\">-><\/span><span class=\"n\">nn_predict<\/span><span class=\"p\">([<\/span><span class=\"n\">x<\/span><span class=\"p\">[<\/span><span class=\"mi\">1<\/span><span class=\"p\">,<\/span><span class=\"n\">i<\/span><span class=\"p\">],<\/span><span class=\"n\">x<\/span><span class=\"p\">[<\/span><span class=\"mi\">2<\/span><span class=\"p\">,<\/span><span class=\"n\">i<\/span><span class=\"p\">]],<\/span> <span class=\"n\">theta<\/span><span class=\"p\">,<\/span> <span class=\"n\">n_end<\/span><span class=\"p\">)<\/span> <span class=\"p\">,<\/span> <span class=\"mi\">1<\/span><span class=\"o\">:<\/span><span class=\"n\">n<\/span><span class=\"p\">)<\/span> \n <span class=\"n\">category_true<\/span> <span class=\"o\">=<\/span> <span class=\"kt\">Int<\/span><span class=\"o\">.<\/span><span class=\"p\">(<\/span><span class=\"n\">y<\/span><span class=\"p\">)<\/span>\n \n <span class=\"n\">sklearn<\/span> <span class=\"o\">=<\/span> <span class=\"n\">pyimport<\/span><span class=\"p\">(<\/span><span class=\"s\">"sklearn.metrics"<\/span><span class=\"p\">)<\/span>\n <span class=\"n\">fpr<\/span><span class=\"p\">,<\/span> <span class=\"n\">tpr<\/span><span class=\"p\">,<\/span> <span class=\"n\">thresholds<\/span> <span class=\"o\">=<\/span> <span class=\"n\">sklearn<\/span><span class=\"o\">.<\/span><span class=\"n\">roc_curve<\/span><span class=\"p\">(<\/span><span class=\"n\">category_true<\/span><span class=\"p\">,<\/span><span class=\"n\">category_pred<\/span><span class=\"p\">)<\/span> \n <span class=\"n\">optimal_auc<\/span> <span class=\"o\">=<\/span> <span class=\"n\">sklearn<\/span><span class=\"o\">.<\/span><span class=\"n\">auc<\/span><span class=\"p\">(<\/span><span class=\"n\">fpr<\/span><span class=\"p\">,<\/span> <span class=\"n\">tpr<\/span><span class=\"p\">)<\/span> \n <span class=\"n\">plot_roc_curve<\/span><span class=\"p\">(<\/span><span class=\"n\">fpr<\/span><span class=\"p\">,<\/span><span class=\"n\">tpr<\/span><span class=\"p\">,<\/span><span class=\"n\">thresholds<\/span><span class=\"p\">,<\/span><span class=\"n\">optimal_auc<\/span><span class=\"p\">)<\/span> \n<span class=\"k\">end<\/span>\n<\/pre><\/div>\n <\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"jp-Cell-outputWrapper\">\n<div class=\"jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser\">\n<\/div>\n<div class=\"jp-OutputArea jp-Cell-outputArea\">\n<div class=\"jp-OutputArea-child\">\n \n <div class=\"jp-OutputPrompt jp-OutputArea-prompt\"><\/div>\n<div class=\"jp-RenderedHTMLCommon jp-RenderedHTML jp-OutputArea-output \" data-mime-type=\"text\/html\">\n<?xml version=\"1.0\" encoding=\"utf-8\"?>\n<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" width=\"600\" height=\"400\" viewBox=\"0 0 2400 1600\">\n<defs>\n <clipPath id=\"clip540\">\n <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"\/>\n <\/clipPath>\n<\/defs>\n<path clip-path=\"url(#clip540)\" d=\"M0 1600 L2400 1600 L2400 0 L0 0 Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"\/>\n<defs>\n <clipPath id=\"clip541\">\n <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"\/>\n <\/clipPath>\n<\/defs>\n<path clip-path=\"url(#clip540)\" d=\"M249.542 1423.18 L2352.76 1423.18 L2352.76 123.472 L249.542 123.472 Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"\/>\n<defs>\n <clipPath id=\"clip542\">\n <rect x=\"249\" y=\"123\" width=\"2104\" height=\"1301\"\/>\n <\/clipPath>\n<\/defs>\n<polyline clip-path=\"url(#clip542)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"309.067,1423.18 309.067,123.472 \"\/>\n<polyline clip-path=\"url(#clip542)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"805.108,1423.18 805.108,123.472 \"\/>\n<polyline clip-path=\"url(#clip542)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1301.15,1423.18 1301.15,123.472 \"\/>\n<polyline clip-path=\"url(#clip542)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1797.19,1423.18 1797.19,123.472 \"\/>\n<polyline clip-path=\"url(#clip542)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"2293.23,1423.18 2293.23,123.472 \"\/>\n<polyline clip-path=\"url(#clip540)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"249.542,1423.18 2352.76,1423.18 \"\/>\n<polyline clip-path=\"url(#clip540)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"309.067,1423.18 309.067,1404.28 \"\/>\n<polyline clip-path=\"url(#clip540)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"805.108,1423.18 805.108,1404.28 \"\/>\n<polyline clip-path=\"url(#clip540)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1301.15,1423.18 1301.15,1404.28 \"\/>\n<polyline clip-path=\"url(#clip540)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1797.19,1423.18 1797.19,1404.28 \"\/>\n<polyline clip-path=\"url(#clip540)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2293.23,1423.18 2293.23,1404.28 \"\/>\n<path clip-path=\"url(#clip540)\" d=\"M271.37 1454.1 Q267.759 1454.1 265.931 1457.66 Q264.125 1461.2 264.125 1468.33 Q264.125 1475.44 265.931 1479.01 Q267.759 1482.55 271.37 1482.55 Q275.005 1482.55 276.81 1479.01 Q278.639 1475.44 278.639 1468.33 Q278.639 1461.2 276.81 1457.66 Q275.005 1454.1 271.37 1454.1 M271.37 1450.39 Q277.181 1450.39 280.236 1455 Q283.315 1459.58 283.315 1468.33 Q283.315 1477.06 280.236 1481.67 Q277.181 1486.25 271.37 1486.25 Q265.56 1486.25 262.482 1481.67 Q259.426 1477.06 259.426 1468.33 Q259.426 1459.58 262.482 1455 Q265.56 1450.39 271.37 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M291.532 1479.7 L296.417 1479.7 L296.417 1485.58 L291.532 1485.58 L291.532 1479.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M316.602 1454.1 Q312.991 1454.1 311.162 1457.66 Q309.356 1461.2 309.356 1468.33 Q309.356 1475.44 311.162 1479.01 Q312.991 1482.55 316.602 1482.55 Q320.236 1482.55 322.041 1479.01 Q323.87 1475.44 323.87 1468.33 Q323.87 1461.2 322.041 1457.66 Q320.236 1454.1 316.602 1454.1 M316.602 1450.39 Q322.412 1450.39 325.467 1455 Q328.546 1459.58 328.546 1468.33 Q328.546 1477.06 325.467 1481.67 Q322.412 1486.25 316.602 1486.25 Q310.791 1486.25 307.713 1481.67 Q304.657 1477.06 304.657 1468.33 Q304.657 1459.58 307.713 1455 Q310.791 1450.39 316.602 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M346.764 1454.1 Q343.152 1454.1 341.324 1457.66 Q339.518 1461.2 339.518 1468.33 Q339.518 1475.44 341.324 1479.01 Q343.152 1482.55 346.764 1482.55 Q350.398 1482.55 352.203 1479.01 Q354.032 1475.44 354.032 1468.33 Q354.032 1461.2 352.203 1457.66 Q350.398 1454.1 346.764 1454.1 M346.764 1450.39 Q352.574 1450.39 355.629 1455 Q358.708 1459.58 358.708 1468.33 Q358.708 1477.06 355.629 1481.67 Q352.574 1486.25 346.764 1486.25 Q340.953 1486.25 337.875 1481.67 Q334.819 1477.06 334.819 1468.33 Q334.819 1459.58 337.875 1455 Q340.953 1450.39 346.764 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M767.909 1454.1 Q764.298 1454.1 762.469 1457.66 Q760.664 1461.2 760.664 1468.33 Q760.664 1475.44 762.469 1479.01 Q764.298 1482.55 767.909 1482.55 Q771.543 1482.55 773.349 1479.01 Q775.178 1475.44 775.178 1468.33 Q775.178 1461.2 773.349 1457.66 Q771.543 1454.1 767.909 1454.1 M767.909 1450.39 Q773.719 1450.39 776.775 1455 Q779.853 1459.58 779.853 1468.33 Q779.853 1477.06 776.775 1481.67 Q773.719 1486.25 767.909 1486.25 Q762.099 1486.25 759.02 1481.67 Q755.965 1477.06 755.965 1468.33 Q755.965 1459.58 759.02 1455 Q762.099 1450.39 767.909 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M788.071 1479.7 L792.955 1479.7 L792.955 1485.58 L788.071 1485.58 L788.071 1479.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M807.168 1481.64 L823.487 1481.64 L823.487 1485.58 L801.543 1485.58 L801.543 1481.64 Q804.205 1478.89 808.788 1474.26 Q813.395 1469.61 814.576 1468.27 Q816.821 1465.74 817.7 1464.01 Q818.603 1462.25 818.603 1460.56 Q818.603 1457.8 816.659 1456.07 Q814.738 1454.33 811.636 1454.33 Q809.437 1454.33 806.983 1455.09 Q804.552 1455.86 801.775 1457.41 L801.775 1452.69 Q804.599 1451.55 807.052 1450.97 Q809.506 1450.39 811.543 1450.39 Q816.913 1450.39 820.108 1453.08 Q823.302 1455.77 823.302 1460.26 Q823.302 1462.39 822.492 1464.31 Q821.705 1466.2 819.599 1468.8 Q819.02 1469.47 815.918 1472.69 Q812.816 1475.88 807.168 1481.64 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M833.349 1451.02 L851.705 1451.02 L851.705 1454.96 L837.631 1454.96 L837.631 1463.43 Q838.649 1463.08 839.668 1462.92 Q840.686 1462.73 841.705 1462.73 Q847.492 1462.73 850.872 1465.9 Q854.251 1469.08 854.251 1474.49 Q854.251 1480.07 850.779 1483.17 Q847.307 1486.25 840.987 1486.25 Q838.811 1486.25 836.543 1485.88 Q834.298 1485.51 831.89 1484.77 L831.89 1480.07 Q833.974 1481.2 836.196 1481.76 Q838.418 1482.32 840.895 1482.32 Q844.899 1482.32 847.237 1480.21 Q849.575 1478.1 849.575 1474.49 Q849.575 1470.88 847.237 1468.77 Q844.899 1466.67 840.895 1466.67 Q839.02 1466.67 837.145 1467.08 Q835.293 1467.5 833.349 1468.38 L833.349 1451.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1263.45 1454.1 Q1259.84 1454.1 1258.01 1457.66 Q1256.21 1461.2 1256.21 1468.33 Q1256.21 1475.44 1258.01 1479.01 Q1259.84 1482.55 1263.45 1482.55 Q1267.09 1482.55 1268.89 1479.01 Q1270.72 1475.44 1270.72 1468.33 Q1270.72 1461.2 1268.89 1457.66 Q1267.09 1454.1 1263.45 1454.1 M1263.45 1450.39 Q1269.26 1450.39 1272.32 1455 Q1275.4 1459.58 1275.4 1468.33 Q1275.4 1477.06 1272.32 1481.67 Q1269.26 1486.25 1263.45 1486.25 Q1257.64 1486.25 1254.56 1481.67 Q1251.51 1477.06 1251.51 1468.33 Q1251.51 1459.58 1254.56 1455 Q1257.64 1450.39 1263.45 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1283.61 1479.7 L1288.5 1479.7 L1288.5 1485.58 L1283.61 1485.58 L1283.61 1479.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1298.73 1451.02 L1317.09 1451.02 L1317.09 1454.96 L1303.01 1454.96 L1303.01 1463.43 Q1304.03 1463.08 1305.05 1462.92 Q1306.07 1462.73 1307.09 1462.73 Q1312.87 1462.73 1316.25 1465.9 Q1319.63 1469.08 1319.63 1474.49 Q1319.63 1480.07 1316.16 1483.17 Q1312.69 1486.25 1306.37 1486.25 Q1304.19 1486.25 1301.92 1485.88 Q1299.68 1485.51 1297.27 1484.77 L1297.27 1480.07 Q1299.35 1481.2 1301.58 1481.76 Q1303.8 1482.32 1306.28 1482.32 Q1310.28 1482.32 1312.62 1480.21 Q1314.96 1478.1 1314.96 1474.49 Q1314.96 1470.88 1312.62 1468.77 Q1310.28 1466.67 1306.28 1466.67 Q1304.4 1466.67 1302.53 1467.08 Q1300.67 1467.5 1298.73 1468.38 L1298.73 1451.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1338.85 1454.1 Q1335.23 1454.1 1333.41 1457.66 Q1331.6 1461.2 1331.6 1468.33 Q1331.6 1475.44 1333.41 1479.01 Q1335.23 1482.55 1338.85 1482.55 Q1342.48 1482.55 1344.29 1479.01 Q1346.11 1475.44 1346.11 1468.33 Q1346.11 1461.2 1344.29 1457.66 Q1342.48 1454.1 1338.85 1454.1 M1338.85 1450.39 Q1344.66 1450.39 1347.71 1455 Q1350.79 1459.58 1350.79 1468.33 Q1350.79 1477.06 1347.71 1481.67 Q1344.66 1486.25 1338.85 1486.25 Q1333.04 1486.25 1329.96 1481.67 Q1326.9 1477.06 1326.9 1468.33 Q1326.9 1459.58 1329.96 1455 Q1333.04 1450.39 1338.85 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1759.99 1454.1 Q1756.38 1454.1 1754.55 1457.66 Q1752.75 1461.2 1752.75 1468.33 Q1752.75 1475.44 1754.55 1479.01 Q1756.38 1482.55 1759.99 1482.55 Q1763.63 1482.55 1765.43 1479.01 Q1767.26 1475.44 1767.26 1468.33 Q1767.26 1461.2 1765.43 1457.66 Q1763.63 1454.1 1759.99 1454.1 M1759.99 1450.39 Q1765.8 1450.39 1768.86 1455 Q1771.94 1459.58 1771.94 1468.33 Q1771.94 1477.06 1768.86 1481.67 Q1765.8 1486.25 1759.99 1486.25 Q1754.18 1486.25 1751.1 1481.67 Q1748.05 1477.06 1748.05 1468.33 Q1748.05 1459.58 1751.1 1455 Q1754.18 1450.39 1759.99 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1780.15 1479.7 L1785.04 1479.7 L1785.04 1485.58 L1780.15 1485.58 L1780.15 1479.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1794.04 1451.02 L1816.26 1451.02 L1816.26 1453.01 L1803.72 1485.58 L1798.83 1485.58 L1810.64 1454.96 L1794.04 1454.96 L1794.04 1451.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1825.43 1451.02 L1843.79 1451.02 L1843.79 1454.96 L1829.71 1454.96 L1829.71 1463.43 Q1830.73 1463.08 1831.75 1462.92 Q1832.77 1462.73 1833.79 1462.73 Q1839.57 1462.73 1842.95 1465.9 Q1846.33 1469.08 1846.33 1474.49 Q1846.33 1480.07 1842.86 1483.17 Q1839.39 1486.25 1833.07 1486.25 Q1830.89 1486.25 1828.62 1485.88 Q1826.38 1485.51 1823.97 1484.77 L1823.97 1480.07 Q1826.06 1481.2 1828.28 1481.76 Q1830.5 1482.32 1832.98 1482.32 Q1836.98 1482.32 1839.32 1480.21 Q1841.66 1478.1 1841.66 1474.49 Q1841.66 1470.88 1839.32 1468.77 Q1836.98 1466.67 1832.98 1466.67 Q1831.1 1466.67 1829.23 1467.08 Q1827.38 1467.5 1825.43 1468.38 L1825.43 1451.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M2245.3 1481.64 L2252.94 1481.64 L2252.94 1455.28 L2244.63 1456.95 L2244.63 1452.69 L2252.9 1451.02 L2257.57 1451.02 L2257.57 1481.64 L2265.21 1481.64 L2265.21 1485.58 L2245.3 1485.58 L2245.3 1481.64 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M2274.65 1479.7 L2279.54 1479.7 L2279.54 1485.58 L2274.65 1485.58 L2274.65 1479.7 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M2299.72 1454.1 Q2296.11 1454.1 2294.28 1457.66 Q2292.48 1461.2 2292.48 1468.33 Q2292.48 1475.44 2294.28 1479.01 Q2296.11 1482.55 2299.72 1482.55 Q2303.36 1482.55 2305.16 1479.01 Q2306.99 1475.44 2306.99 1468.33 Q2306.99 1461.2 2305.16 1457.66 Q2303.36 1454.1 2299.72 1454.1 M2299.72 1450.39 Q2305.53 1450.39 2308.59 1455 Q2311.67 1459.58 2311.67 1468.33 Q2311.67 1477.06 2308.59 1481.67 Q2305.53 1486.25 2299.72 1486.25 Q2293.91 1486.25 2290.84 1481.67 Q2287.78 1477.06 2287.78 1468.33 Q2287.78 1459.58 2290.84 1455 Q2293.91 1450.39 2299.72 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M2329.89 1454.1 Q2326.27 1454.1 2324.45 1457.66 Q2322.64 1461.2 2322.64 1468.33 Q2322.64 1475.44 2324.45 1479.01 Q2326.27 1482.55 2329.89 1482.55 Q2333.52 1482.55 2335.33 1479.01 Q2337.15 1475.44 2337.15 1468.33 Q2337.15 1461.2 2335.33 1457.66 Q2333.52 1454.1 2329.89 1454.1 M2329.89 1450.39 Q2335.7 1450.39 2338.75 1455 Q2341.83 1459.58 2341.83 1468.33 Q2341.83 1477.06 2338.75 1481.67 Q2335.7 1486.25 2329.89 1486.25 Q2324.08 1486.25 2321 1481.67 Q2317.94 1477.06 2317.94 1468.33 Q2317.94 1459.58 2321 1455 Q2324.08 1450.39 2329.89 1450.39 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M917.758 1520.52 L945.067 1520.52 L945.067 1525.93 L924.188 1525.93 L924.188 1539.94 L943.03 1539.94 L943.03 1545.35 L924.188 1545.35 L924.188 1568.04 L917.758 1568.04 L917.758 1520.52 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M965.215 1550.12 Q958.117 1550.12 955.38 1551.75 Q952.642 1553.37 952.642 1557.29 Q952.642 1560.4 954.679 1562.25 Q956.748 1564.07 960.281 1564.07 Q965.151 1564.07 968.079 1560.63 Q971.039 1557.16 971.039 1551.43 L971.039 1550.12 L965.215 1550.12 M976.896 1547.71 L976.896 1568.04 L971.039 1568.04 L971.039 1562.63 Q969.034 1565.88 966.042 1567.44 Q963.05 1568.97 958.722 1568.97 Q953.247 1568.97 950.001 1565.91 Q946.786 1562.82 946.786 1557.67 Q946.786 1551.65 950.796 1548.6 Q954.839 1545.54 962.828 1545.54 L971.039 1545.54 L971.039 1544.97 Q971.039 1540.93 968.366 1538.73 Q965.724 1536.5 960.918 1536.5 Q957.862 1536.5 954.966 1537.23 Q952.07 1537.97 949.396 1539.43 L949.396 1534.02 Q952.611 1532.78 955.634 1532.17 Q958.658 1531.54 961.523 1531.54 Q969.257 1531.54 973.076 1535.55 Q976.896 1539.56 976.896 1547.71 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M988.959 1518.52 L994.815 1518.52 L994.815 1568.04 L988.959 1568.04 L988.959 1518.52 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1029.79 1533.45 L1029.79 1538.98 Q1027.31 1537.71 1024.64 1537.07 Q1021.96 1536.44 1019.1 1536.44 Q1014.74 1536.44 1012.54 1537.77 Q1010.38 1539.11 1010.38 1541.79 Q1010.38 1543.82 1011.94 1545 Q1013.5 1546.15 1018.21 1547.2 L1020.21 1547.64 Q1026.45 1548.98 1029.06 1551.43 Q1031.7 1553.85 1031.7 1558.21 Q1031.7 1563.17 1027.76 1566.07 Q1023.84 1568.97 1016.97 1568.97 Q1014.1 1568.97 1010.98 1568.39 Q1007.9 1567.85 1004.46 1566.74 L1004.46 1560.69 Q1007.71 1562.38 1010.86 1563.24 Q1014.01 1564.07 1017.1 1564.07 Q1021.23 1564.07 1023.46 1562.66 Q1025.69 1561.23 1025.69 1558.65 Q1025.69 1556.27 1024.07 1554.99 Q1022.47 1553.72 1017.03 1552.54 L1014.99 1552.07 Q1009.55 1550.92 1007.13 1548.56 Q1004.71 1546.18 1004.71 1542.04 Q1004.71 1537.01 1008.28 1534.27 Q1011.84 1531.54 1018.4 1531.54 Q1021.65 1531.54 1024.51 1532.01 Q1027.38 1532.49 1029.79 1533.45 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1071.52 1548.76 L1071.52 1551.62 L1044.6 1551.62 Q1044.98 1557.67 1048.22 1560.85 Q1051.5 1564 1057.33 1564 Q1060.7 1564 1063.85 1563.17 Q1067.03 1562.35 1070.15 1560.69 L1070.15 1566.23 Q1067 1567.57 1063.69 1568.27 Q1060.38 1568.97 1056.98 1568.97 Q1048.45 1568.97 1043.45 1564 Q1038.48 1559.04 1038.48 1550.57 Q1038.48 1541.82 1043.19 1536.69 Q1047.94 1531.54 1055.96 1531.54 Q1063.15 1531.54 1067.32 1536.18 Q1071.52 1540.8 1071.52 1548.76 M1065.67 1547.04 Q1065.6 1542.23 1062.96 1539.37 Q1060.35 1536.5 1056.02 1536.5 Q1051.12 1536.5 1048.16 1539.27 Q1045.23 1542.04 1044.79 1547.07 L1065.67 1547.04 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1108.54 1525.81 L1108.54 1543.66 L1116.62 1543.66 Q1121.11 1543.66 1123.56 1541.34 Q1126.01 1539.02 1126.01 1534.72 Q1126.01 1530.45 1123.56 1528.13 Q1121.11 1525.81 1116.62 1525.81 L1108.54 1525.81 M1102.11 1520.52 L1116.62 1520.52 Q1124.61 1520.52 1128.69 1524.15 Q1132.79 1527.75 1132.79 1534.72 Q1132.79 1541.75 1128.69 1545.35 Q1124.61 1548.95 1116.62 1548.95 L1108.54 1548.95 L1108.54 1568.04 L1102.11 1568.04 L1102.11 1520.52 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1152.65 1536.5 Q1147.94 1536.5 1145.21 1540.19 Q1142.47 1543.85 1142.47 1550.25 Q1142.47 1556.65 1145.17 1560.34 Q1147.91 1564 1152.65 1564 Q1157.33 1564 1160.07 1560.31 Q1162.81 1556.62 1162.81 1550.25 Q1162.81 1543.92 1160.07 1540.23 Q1157.33 1536.5 1152.65 1536.5 M1152.65 1531.54 Q1160.29 1531.54 1164.65 1536.5 Q1169.01 1541.47 1169.01 1550.25 Q1169.01 1559 1164.65 1564 Q1160.29 1568.97 1152.65 1568.97 Q1144.98 1568.97 1140.62 1564 Q1136.29 1559 1136.29 1550.25 Q1136.29 1541.47 1140.62 1536.5 Q1144.98 1531.54 1152.65 1531.54 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1201.45 1533.45 L1201.45 1538.98 Q1198.96 1537.71 1196.29 1537.07 Q1193.62 1536.44 1190.75 1536.44 Q1186.39 1536.44 1184.2 1537.77 Q1182.03 1539.11 1182.03 1541.79 Q1182.03 1543.82 1183.59 1545 Q1185.15 1546.15 1189.86 1547.2 L1191.87 1547.64 Q1198.1 1548.98 1200.71 1551.43 Q1203.36 1553.85 1203.36 1558.21 Q1203.36 1563.17 1199.41 1566.07 Q1195.49 1568.97 1188.62 1568.97 Q1185.75 1568.97 1182.64 1568.39 Q1179.55 1567.85 1176.11 1566.74 L1176.11 1560.69 Q1179.36 1562.38 1182.51 1563.24 Q1185.66 1564.07 1188.75 1564.07 Q1192.88 1564.07 1195.11 1562.66 Q1197.34 1561.23 1197.34 1558.65 Q1197.34 1556.27 1195.72 1554.99 Q1194.13 1553.72 1188.68 1552.54 L1186.65 1552.07 Q1181.2 1550.92 1178.78 1548.56 Q1176.37 1546.18 1176.37 1542.04 Q1176.37 1537.01 1179.93 1534.27 Q1183.49 1531.54 1190.05 1531.54 Q1193.3 1531.54 1196.16 1532.01 Q1199.03 1532.49 1201.45 1533.45 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1212.68 1532.4 L1218.54 1532.4 L1218.54 1568.04 L1212.68 1568.04 L1212.68 1532.4 M1212.68 1518.52 L1218.54 1518.52 L1218.54 1525.93 L1212.68 1525.93 L1212.68 1518.52 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1236.58 1522.27 L1236.58 1532.4 L1248.65 1532.4 L1248.65 1536.95 L1236.58 1536.95 L1236.58 1556.3 Q1236.58 1560.66 1237.76 1561.9 Q1238.97 1563.14 1242.63 1563.14 L1248.65 1563.14 L1248.65 1568.04 L1242.63 1568.04 Q1235.85 1568.04 1233.27 1565.53 Q1230.7 1562.98 1230.7 1556.3 L1230.7 1536.95 L1226.4 1536.95 L1226.4 1532.4 L1230.7 1532.4 L1230.7 1522.27 L1236.58 1522.27 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1256.35 1532.4 L1262.21 1532.4 L1262.21 1568.04 L1256.35 1568.04 L1256.35 1532.4 M1256.35 1518.52 L1262.21 1518.52 L1262.21 1525.93 L1256.35 1525.93 L1256.35 1518.52 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1270.26 1532.4 L1276.47 1532.4 L1287.61 1562.31 L1298.75 1532.4 L1304.95 1532.4 L1291.58 1568.04 L1283.63 1568.04 L1270.26 1532.4 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1343.53 1548.76 L1343.53 1551.62 L1316.6 1551.62 Q1316.98 1557.67 1320.23 1560.85 Q1323.51 1564 1329.33 1564 Q1332.71 1564 1335.86 1563.17 Q1339.04 1562.35 1342.16 1560.69 L1342.16 1566.23 Q1339.01 1567.57 1335.7 1568.27 Q1332.39 1568.97 1328.98 1568.97 Q1320.45 1568.97 1315.46 1564 Q1310.49 1559.04 1310.49 1550.57 Q1310.49 1541.82 1315.2 1536.69 Q1319.94 1531.54 1327.96 1531.54 Q1335.16 1531.54 1339.33 1536.18 Q1343.53 1540.8 1343.53 1548.76 M1337.67 1547.04 Q1337.61 1542.23 1334.97 1539.37 Q1332.36 1536.5 1328.03 1536.5 Q1323.13 1536.5 1320.17 1539.27 Q1317.24 1542.04 1316.79 1547.07 L1337.67 1547.04 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1396.65 1545.76 Q1398.72 1546.46 1400.66 1548.76 Q1402.63 1551.05 1404.61 1555.06 L1411.13 1568.04 L1404.23 1568.04 L1398.15 1555.85 Q1395.79 1551.08 1393.56 1549.52 Q1391.37 1547.96 1387.55 1547.96 L1380.55 1547.96 L1380.55 1568.04 L1374.12 1568.04 L1374.12 1520.52 L1388.63 1520.52 Q1396.78 1520.52 1400.79 1523.93 Q1404.8 1527.34 1404.8 1534.21 Q1404.8 1538.7 1402.7 1541.66 Q1400.63 1544.62 1396.65 1545.76 M1380.55 1525.81 L1380.55 1542.68 L1388.63 1542.68 Q1393.28 1542.68 1395.63 1540.54 Q1398.02 1538.38 1398.02 1534.21 Q1398.02 1530.04 1395.63 1527.94 Q1393.28 1525.81 1388.63 1525.81 L1380.55 1525.81 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1433.92 1550.12 Q1426.82 1550.12 1424.09 1551.75 Q1421.35 1553.37 1421.35 1557.29 Q1421.35 1560.4 1423.39 1562.25 Q1425.46 1564.07 1428.99 1564.07 Q1433.86 1564.07 1436.79 1560.63 Q1439.75 1557.16 1439.75 1551.43 L1439.75 1550.12 L1433.92 1550.12 M1445.6 1547.71 L1445.6 1568.04 L1439.75 1568.04 L1439.75 1562.63 Q1437.74 1565.88 1434.75 1567.44 Q1431.76 1568.97 1427.43 1568.97 Q1421.95 1568.97 1418.71 1565.91 Q1415.49 1562.82 1415.49 1557.67 Q1415.49 1551.65 1419.5 1548.6 Q1423.55 1545.54 1431.53 1545.54 L1439.75 1545.54 L1439.75 1544.97 Q1439.75 1540.93 1437.07 1538.73 Q1434.43 1536.5 1429.62 1536.5 Q1426.57 1536.5 1423.67 1537.23 Q1420.78 1537.97 1418.1 1539.43 L1418.1 1534.02 Q1421.32 1532.78 1424.34 1532.17 Q1427.37 1531.54 1430.23 1531.54 Q1437.96 1531.54 1441.78 1535.55 Q1445.6 1539.56 1445.6 1547.71 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1463.46 1522.27 L1463.46 1532.4 L1475.52 1532.4 L1475.52 1536.95 L1463.46 1536.95 L1463.46 1556.3 Q1463.46 1560.66 1464.64 1561.9 Q1465.85 1563.14 1469.51 1563.14 L1475.52 1563.14 L1475.52 1568.04 L1469.51 1568.04 Q1462.73 1568.04 1460.15 1565.53 Q1457.57 1562.98 1457.57 1556.3 L1457.57 1536.95 L1453.27 1536.95 L1453.27 1532.4 L1457.57 1532.4 L1457.57 1522.27 L1463.46 1522.27 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1513.72 1548.76 L1513.72 1551.62 L1486.79 1551.62 Q1487.17 1557.67 1490.42 1560.85 Q1493.7 1564 1499.52 1564 Q1502.89 1564 1506.05 1563.17 Q1509.23 1562.35 1512.35 1560.69 L1512.35 1566.23 Q1509.2 1567.57 1505.89 1568.27 Q1502.58 1568.97 1499.17 1568.97 Q1490.64 1568.97 1485.64 1564 Q1480.68 1559.04 1480.68 1550.57 Q1480.68 1541.82 1485.39 1536.69 Q1490.13 1531.54 1498.15 1531.54 Q1505.34 1531.54 1509.51 1536.18 Q1513.72 1540.8 1513.72 1548.76 M1507.86 1547.04 Q1507.8 1542.23 1505.15 1539.37 Q1502.54 1536.5 1498.22 1536.5 Q1493.31 1536.5 1490.35 1539.27 Q1487.43 1542.04 1486.98 1547.07 L1507.86 1547.04 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1537.4 1518.58 Q1533.13 1525.9 1531.06 1533.06 Q1528.99 1540.23 1528.99 1547.58 Q1528.99 1554.93 1531.06 1562.16 Q1533.16 1569.35 1537.4 1576.64 L1532.3 1576.64 Q1527.53 1569.16 1525.14 1561.93 Q1522.79 1554.71 1522.79 1547.58 Q1522.79 1540.48 1525.14 1533.29 Q1527.5 1526.09 1532.3 1518.58 L1537.4 1518.58 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1549.01 1520.52 L1576.32 1520.52 L1576.32 1525.93 L1555.44 1525.93 L1555.44 1539.94 L1574.29 1539.94 L1574.29 1545.35 L1555.44 1545.35 L1555.44 1568.04 L1549.01 1568.04 L1549.01 1520.52 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1592.94 1525.81 L1592.94 1543.66 L1601.02 1543.66 Q1605.51 1543.66 1607.96 1541.34 Q1610.41 1539.02 1610.41 1534.72 Q1610.41 1530.45 1607.96 1528.13 Q1605.51 1525.81 1601.02 1525.81 L1592.94 1525.81 M1586.51 1520.52 L1601.02 1520.52 Q1609.01 1520.52 1613.08 1524.15 Q1617.19 1527.75 1617.19 1534.72 Q1617.19 1541.75 1613.08 1545.35 Q1609.01 1548.95 1601.02 1548.95 L1592.94 1548.95 L1592.94 1568.04 L1586.51 1568.04 L1586.51 1520.52 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1648.35 1545.76 Q1650.42 1546.46 1652.36 1548.76 Q1654.33 1551.05 1656.31 1555.06 L1662.83 1568.04 L1655.93 1568.04 L1649.85 1555.85 Q1647.49 1551.08 1645.26 1549.52 Q1643.07 1547.96 1639.25 1547.96 L1632.25 1547.96 L1632.25 1568.04 L1625.82 1568.04 L1625.82 1520.52 L1640.33 1520.52 Q1648.48 1520.52 1652.49 1523.93 Q1656.5 1527.34 1656.5 1534.21 Q1656.5 1538.7 1654.4 1541.66 Q1652.33 1544.62 1648.35 1545.76 M1632.25 1525.81 L1632.25 1542.68 L1640.33 1542.68 Q1644.98 1542.68 1647.33 1540.54 Q1649.72 1538.38 1649.72 1534.21 Q1649.72 1530.04 1647.33 1527.94 Q1644.98 1525.81 1640.33 1525.81 L1632.25 1525.81 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1669.93 1518.58 L1675.02 1518.58 Q1679.8 1526.09 1682.15 1533.29 Q1684.54 1540.48 1684.54 1547.58 Q1684.54 1554.71 1682.15 1561.93 Q1679.8 1569.16 1675.02 1576.64 L1669.93 1576.64 Q1674.16 1569.35 1676.23 1562.16 Q1678.33 1554.93 1678.33 1547.58 Q1678.33 1540.23 1676.23 1533.06 Q1674.16 1525.9 1669.93 1518.58 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><polyline clip-path=\"url(#clip542)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"249.542,1386.4 2352.76,1386.4 \"\/>\n<polyline clip-path=\"url(#clip542)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"249.542,1079.86 2352.76,1079.86 \"\/>\n<polyline clip-path=\"url(#clip542)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"249.542,773.326 2352.76,773.326 \"\/>\n<polyline clip-path=\"url(#clip542)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"249.542,466.791 2352.76,466.791 \"\/>\n<polyline clip-path=\"url(#clip542)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"249.542,160.256 2352.76,160.256 \"\/>\n<polyline clip-path=\"url(#clip540)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"249.542,1423.18 249.542,123.472 \"\/>\n<polyline clip-path=\"url(#clip540)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"249.542,1386.4 268.44,1386.4 \"\/>\n<polyline clip-path=\"url(#clip540)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"249.542,1079.86 268.44,1079.86 \"\/>\n<polyline clip-path=\"url(#clip540)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"249.542,773.326 268.44,773.326 \"\/>\n<polyline clip-path=\"url(#clip540)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"249.542,466.791 268.44,466.791 \"\/>\n<polyline clip-path=\"url(#clip540)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"249.542,160.256 268.44,160.256 \"\/>\n<path clip-path=\"url(#clip540)\" d=\"M126.205 1372.19 Q122.593 1372.19 120.765 1375.76 Q118.959 1379.3 118.959 1386.43 Q118.959 1393.54 120.765 1397.1 Q122.593 1400.64 126.205 1400.64 Q129.839 1400.64 131.644 1397.1 Q133.473 1393.54 133.473 1386.43 Q133.473 1379.3 131.644 1375.76 Q129.839 1372.19 126.205 1372.19 M126.205 1368.49 Q132.015 1368.49 135.07 1373.1 Q138.149 1377.68 138.149 1386.43 Q138.149 1395.16 135.07 1399.76 Q132.015 1404.35 126.205 1404.35 Q120.394 1404.35 117.316 1399.76 Q114.26 1395.16 114.26 1386.43 Q114.26 1377.68 117.316 1373.1 Q120.394 1368.49 126.205 1368.49 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M146.366 1397.8 L151.251 1397.8 L151.251 1403.68 L146.366 1403.68 L146.366 1397.8 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M171.436 1372.19 Q167.825 1372.19 165.996 1375.76 Q164.19 1379.3 164.19 1386.43 Q164.19 1393.54 165.996 1397.1 Q167.825 1400.64 171.436 1400.64 Q175.07 1400.64 176.876 1397.1 Q178.704 1393.54 178.704 1386.43 Q178.704 1379.3 176.876 1375.76 Q175.07 1372.19 171.436 1372.19 M171.436 1368.49 Q177.246 1368.49 180.301 1373.1 Q183.38 1377.68 183.38 1386.43 Q183.38 1395.16 180.301 1399.76 Q177.246 1404.35 171.436 1404.35 Q165.626 1404.35 162.547 1399.76 Q159.491 1395.16 159.491 1386.43 Q159.491 1377.68 162.547 1373.1 Q165.626 1368.49 171.436 1368.49 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M201.598 1372.19 Q197.987 1372.19 196.158 1375.76 Q194.352 1379.3 194.352 1386.43 Q194.352 1393.54 196.158 1397.1 Q197.987 1400.64 201.598 1400.64 Q205.232 1400.64 207.037 1397.1 Q208.866 1393.54 208.866 1386.43 Q208.866 1379.3 207.037 1375.76 Q205.232 1372.19 201.598 1372.19 M201.598 1368.49 Q207.408 1368.49 210.463 1373.1 Q213.542 1377.68 213.542 1386.43 Q213.542 1395.16 210.463 1399.76 Q207.408 1404.35 201.598 1404.35 Q195.787 1404.35 192.709 1399.76 Q189.653 1395.16 189.653 1386.43 Q189.653 1377.68 192.709 1373.1 Q195.787 1368.49 201.598 1368.49 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M127.2 1065.66 Q123.589 1065.66 121.76 1069.22 Q119.955 1072.77 119.955 1079.9 Q119.955 1087 121.76 1090.57 Q123.589 1094.11 127.2 1094.11 Q130.834 1094.11 132.64 1090.57 Q134.468 1087 134.468 1079.9 Q134.468 1072.77 132.64 1069.22 Q130.834 1065.66 127.2 1065.66 M127.2 1061.96 Q133.01 1061.96 136.066 1066.56 Q139.144 1071.15 139.144 1079.9 Q139.144 1088.62 136.066 1093.23 Q133.01 1097.81 127.2 1097.81 Q121.39 1097.81 118.311 1093.23 Q115.256 1088.62 115.256 1079.9 Q115.256 1071.15 118.311 1066.56 Q121.39 1061.96 127.2 1061.96 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M147.362 1091.26 L152.246 1091.26 L152.246 1097.14 L147.362 1097.14 L147.362 1091.26 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M166.459 1093.21 L182.778 1093.21 L182.778 1097.14 L160.834 1097.14 L160.834 1093.21 Q163.496 1090.45 168.079 1085.82 Q172.686 1081.17 173.866 1079.83 Q176.112 1077.3 176.991 1075.57 Q177.894 1073.81 177.894 1072.12 Q177.894 1069.36 175.95 1067.63 Q174.028 1065.89 170.927 1065.89 Q168.727 1065.89 166.274 1066.65 Q163.843 1067.42 161.065 1068.97 L161.065 1064.25 Q163.89 1063.11 166.343 1062.53 Q168.797 1061.96 170.834 1061.96 Q176.204 1061.96 179.399 1064.64 Q182.593 1067.33 182.593 1071.82 Q182.593 1073.95 181.783 1075.87 Q180.996 1077.77 178.889 1080.36 Q178.311 1081.03 175.209 1084.25 Q172.107 1087.44 166.459 1093.21 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M192.639 1062.58 L210.996 1062.58 L210.996 1066.52 L196.922 1066.52 L196.922 1074.99 Q197.94 1074.64 198.959 1074.48 Q199.977 1074.29 200.996 1074.29 Q206.783 1074.29 210.162 1077.47 Q213.542 1080.64 213.542 1086.05 Q213.542 1091.63 210.07 1094.73 Q206.598 1097.81 200.278 1097.81 Q198.102 1097.81 195.834 1097.44 Q193.588 1097.07 191.181 1096.33 L191.181 1091.63 Q193.264 1092.77 195.487 1093.32 Q197.709 1093.88 200.186 1093.88 Q204.19 1093.88 206.528 1091.77 Q208.866 1089.66 208.866 1086.05 Q208.866 1082.44 206.528 1080.34 Q204.19 1078.23 200.186 1078.23 Q198.311 1078.23 196.436 1078.65 Q194.584 1079.06 192.639 1079.94 L192.639 1062.58 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M126.205 759.125 Q122.593 759.125 120.765 762.689 Q118.959 766.231 118.959 773.361 Q118.959 780.467 120.765 784.032 Q122.593 787.574 126.205 787.574 Q129.839 787.574 131.644 784.032 Q133.473 780.467 133.473 773.361 Q133.473 766.231 131.644 762.689 Q129.839 759.125 126.205 759.125 M126.205 755.421 Q132.015 755.421 135.07 760.027 Q138.149 764.611 138.149 773.361 Q138.149 782.088 135.07 786.694 Q132.015 791.277 126.205 791.277 Q120.394 791.277 117.316 786.694 Q114.26 782.088 114.26 773.361 Q114.26 764.611 117.316 760.027 Q120.394 755.421 126.205 755.421 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M146.366 784.726 L151.251 784.726 L151.251 790.606 L146.366 790.606 L146.366 784.726 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M161.482 756.046 L179.839 756.046 L179.839 759.981 L165.765 759.981 L165.765 768.453 Q166.783 768.106 167.802 767.944 Q168.82 767.759 169.839 767.759 Q175.626 767.759 179.005 770.93 Q182.385 774.101 182.385 779.518 Q182.385 785.097 178.913 788.199 Q175.44 791.277 169.121 791.277 Q166.945 791.277 164.677 790.907 Q162.431 790.537 160.024 789.796 L160.024 785.097 Q162.107 786.231 164.329 786.787 Q166.552 787.342 169.028 787.342 Q173.033 787.342 175.371 785.236 Q177.709 783.129 177.709 779.518 Q177.709 775.907 175.371 773.801 Q173.033 771.694 169.028 771.694 Q167.153 771.694 165.278 772.111 Q163.427 772.527 161.482 773.407 L161.482 756.046 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M201.598 759.125 Q197.987 759.125 196.158 762.689 Q194.352 766.231 194.352 773.361 Q194.352 780.467 196.158 784.032 Q197.987 787.574 201.598 787.574 Q205.232 787.574 207.037 784.032 Q208.866 780.467 208.866 773.361 Q208.866 766.231 207.037 762.689 Q205.232 759.125 201.598 759.125 M201.598 755.421 Q207.408 755.421 210.463 760.027 Q213.542 764.611 213.542 773.361 Q213.542 782.088 210.463 786.694 Q207.408 791.277 201.598 791.277 Q195.787 791.277 192.709 786.694 Q189.653 782.088 189.653 773.361 Q189.653 764.611 192.709 760.027 Q195.787 755.421 201.598 755.421 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M127.2 452.59 Q123.589 452.59 121.76 456.155 Q119.955 459.696 119.955 466.826 Q119.955 473.932 121.76 477.497 Q123.589 481.039 127.2 481.039 Q130.834 481.039 132.64 477.497 Q134.468 473.932 134.468 466.826 Q134.468 459.696 132.64 456.155 Q130.834 452.59 127.2 452.59 M127.2 448.886 Q133.01 448.886 136.066 453.493 Q139.144 458.076 139.144 466.826 Q139.144 475.553 136.066 480.159 Q133.01 484.742 127.2 484.742 Q121.39 484.742 118.311 480.159 Q115.256 475.553 115.256 466.826 Q115.256 458.076 118.311 453.493 Q121.39 448.886 127.2 448.886 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M147.362 478.192 L152.246 478.192 L152.246 484.071 L147.362 484.071 L147.362 478.192 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M161.251 449.511 L183.473 449.511 L183.473 451.502 L170.927 484.071 L166.042 484.071 L177.848 453.446 L161.251 453.446 L161.251 449.511 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M192.639 449.511 L210.996 449.511 L210.996 453.446 L196.922 453.446 L196.922 461.918 Q197.94 461.571 198.959 461.409 Q199.977 461.224 200.996 461.224 Q206.783 461.224 210.162 464.395 Q213.542 467.567 213.542 472.983 Q213.542 478.562 210.07 481.664 Q206.598 484.742 200.278 484.742 Q198.102 484.742 195.834 484.372 Q193.588 484.002 191.181 483.261 L191.181 478.562 Q193.264 479.696 195.487 480.252 Q197.709 480.807 200.186 480.807 Q204.19 480.807 206.528 478.701 Q208.866 476.594 208.866 472.983 Q208.866 469.372 206.528 467.266 Q204.19 465.159 200.186 465.159 Q198.311 465.159 196.436 465.576 Q194.584 465.993 192.639 466.872 L192.639 449.511 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M117.015 173.601 L124.654 173.601 L124.654 147.236 L116.343 148.902 L116.343 144.643 L124.607 142.976 L129.283 142.976 L129.283 173.601 L136.922 173.601 L136.922 177.536 L117.015 177.536 L117.015 173.601 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M146.366 171.657 L151.251 171.657 L151.251 177.536 L146.366 177.536 L146.366 171.657 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M171.436 146.055 Q167.825 146.055 165.996 149.62 Q164.19 153.161 164.19 160.291 Q164.19 167.397 165.996 170.962 Q167.825 174.504 171.436 174.504 Q175.07 174.504 176.876 170.962 Q178.704 167.397 178.704 160.291 Q178.704 153.161 176.876 149.62 Q175.07 146.055 171.436 146.055 M171.436 142.351 Q177.246 142.351 180.301 146.958 Q183.38 151.541 183.38 160.291 Q183.38 169.018 180.301 173.624 Q177.246 178.208 171.436 178.208 Q165.626 178.208 162.547 173.624 Q159.491 169.018 159.491 160.291 Q159.491 151.541 162.547 146.958 Q165.626 142.351 171.436 142.351 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M201.598 146.055 Q197.987 146.055 196.158 149.62 Q194.352 153.161 194.352 160.291 Q194.352 167.397 196.158 170.962 Q197.987 174.504 201.598 174.504 Q205.232 174.504 207.037 170.962 Q208.866 167.397 208.866 160.291 Q208.866 153.161 207.037 149.62 Q205.232 146.055 201.598 146.055 M201.598 142.351 Q207.408 142.351 210.463 146.958 Q213.542 151.541 213.542 160.291 Q213.542 169.018 210.463 173.624 Q207.408 178.208 201.598 178.208 Q195.787 178.208 192.709 173.624 Q189.653 169.018 189.653 160.291 Q189.653 151.541 192.709 146.958 Q195.787 142.351 201.598 142.351 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M16.4842 1148.58 L16.4842 1108.38 L21.895 1108.38 L21.895 1125.25 L64.0042 1125.25 L64.0042 1131.72 L21.895 1131.72 L21.895 1148.58 L16.4842 1148.58 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M33.8307 1091.36 Q33.2578 1092.34 33.0032 1093.52 Q32.7167 1094.67 32.7167 1096.07 Q32.7167 1101.03 35.9632 1103.71 Q39.1779 1106.35 45.2253 1106.35 L64.0042 1106.35 L64.0042 1112.24 L28.3562 1112.24 L28.3562 1106.35 L33.8944 1106.35 Q30.6479 1104.5 29.0883 1101.54 Q27.4968 1098.58 27.4968 1094.35 Q27.4968 1093.74 27.5923 1093.01 Q27.656 1092.28 27.8151 1091.39 L33.8307 1091.36 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M49.9359 1085.82 L28.3562 1085.82 L28.3562 1079.96 L49.7131 1079.96 Q54.7739 1079.96 57.3202 1077.99 Q59.8346 1076.02 59.8346 1072.07 Q59.8346 1067.33 56.8109 1064.59 Q53.7872 1061.82 48.5673 1061.82 L28.3562 1061.82 L28.3562 1055.96 L64.0042 1055.96 L64.0042 1061.82 L58.5296 1061.82 Q61.7762 1063.95 63.3676 1066.79 Q64.9272 1069.59 64.9272 1073.31 Q64.9272 1079.45 61.1078 1082.64 Q57.2883 1085.82 49.9359 1085.82 M27.4968 1071.08 L27.4968 1071.08 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M44.7161 1013.41 L47.5806 1013.41 L47.5806 1040.34 Q53.6281 1039.95 56.8109 1036.71 Q59.9619 1033.43 59.9619 1027.6 Q59.9619 1024.23 59.1344 1021.08 Q58.3069 1017.9 56.6518 1014.78 L62.1899 1014.78 Q63.5267 1017.93 64.227 1021.24 Q64.9272 1024.55 64.9272 1027.95 Q64.9272 1036.48 59.9619 1041.48 Q54.9967 1046.45 46.5303 1046.45 Q37.7774 1046.45 32.6531 1041.74 Q27.4968 1036.99 27.4968 1028.97 Q27.4968 1021.78 32.1438 1017.61 Q36.7589 1013.41 44.7161 1013.41 M42.9973 1019.27 Q38.1912 1019.33 35.3266 1021.97 Q32.4621 1024.58 32.4621 1028.91 Q32.4621 1033.81 35.2312 1036.77 Q38.0002 1039.7 43.0292 1040.14 L42.9973 1019.27 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M21.7677 976.392 L39.6235 976.392 L39.6235 968.308 Q39.6235 963.82 37.3 961.369 Q34.9765 958.918 30.6797 958.918 Q26.4147 958.918 24.0912 961.369 Q21.7677 963.82 21.7677 968.308 L21.7677 976.392 M16.4842 982.821 L16.4842 968.308 Q16.4842 960.319 20.1126 956.245 Q23.7092 952.139 30.6797 952.139 Q37.7138 952.139 41.3104 956.245 Q44.907 960.319 44.907 968.308 L44.907 976.392 L64.0042 976.392 L64.0042 982.821 L16.4842 982.821 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M32.4621 932.278 Q32.4621 936.988 36.1542 939.726 Q39.8145 942.463 46.212 942.463 Q52.6095 942.463 56.3017 939.757 Q59.9619 937.02 59.9619 932.278 Q59.9619 927.599 56.2698 924.862 Q52.5777 922.124 46.212 922.124 Q39.8781 922.124 36.186 924.862 Q32.4621 927.599 32.4621 932.278 M27.4968 932.278 Q27.4968 924.639 32.4621 920.278 Q37.4273 915.918 46.212 915.918 Q54.9649 915.918 59.9619 920.278 Q64.9272 924.639 64.9272 932.278 Q64.9272 939.948 59.9619 944.309 Q54.9649 948.638 46.212 948.638 Q37.4273 948.638 32.4621 944.309 Q27.4968 939.948 27.4968 932.278 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M29.4065 883.485 L34.9447 883.485 Q33.6716 885.967 33.035 888.641 Q32.3984 891.314 32.3984 894.179 Q32.3984 898.539 33.7352 900.736 Q35.072 902.9 37.7456 902.9 Q39.7826 902.9 40.9603 901.34 Q42.1061 899.781 43.1565 895.07 L43.6021 893.065 Q44.9389 886.827 47.3897 884.217 Q49.8086 881.575 54.1691 881.575 Q59.1344 881.575 62.0308 885.522 Q64.9272 889.436 64.9272 896.311 Q64.9272 899.176 64.3543 902.295 Q63.8132 905.383 62.6992 908.82 L56.6518 908.82 Q58.3387 905.574 59.198 902.423 Q60.0256 899.271 60.0256 896.184 Q60.0256 892.046 58.6251 889.818 Q57.1929 887.59 54.6147 887.59 Q52.2276 887.59 50.9545 889.214 Q49.6813 890.805 48.5037 896.248 L48.0262 898.285 Q46.8804 903.727 44.5251 906.146 Q42.138 908.565 38.0002 908.565 Q32.9713 908.565 30.2341 905.001 Q27.4968 901.436 27.4968 894.879 Q27.4968 891.633 27.9743 888.768 Q28.4517 885.904 29.4065 883.485 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M28.3562 872.249 L28.3562 866.393 L64.0042 866.393 L64.0042 872.249 L28.3562 872.249 M14.479 872.249 L14.479 866.393 L21.895 866.393 L21.895 872.249 L14.479 872.249 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M18.2347 848.346 L28.3562 848.346 L28.3562 836.283 L32.9077 836.283 L32.9077 848.346 L52.2594 848.346 Q56.6199 848.346 57.8613 847.168 Q59.1026 845.959 59.1026 842.298 L59.1026 836.283 L64.0042 836.283 L64.0042 842.298 Q64.0042 849.078 61.4897 851.656 Q58.9434 854.234 52.2594 854.234 L32.9077 854.234 L32.9077 858.531 L28.3562 858.531 L28.3562 854.234 L18.2347 854.234 L18.2347 848.346 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M28.3562 828.58 L28.3562 822.724 L64.0042 822.724 L64.0042 828.58 L28.3562 828.58 M14.479 828.58 L14.479 822.724 L21.895 822.724 L21.895 828.58 L14.479 828.58 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M28.3562 814.671 L28.3562 808.465 L58.275 797.325 L28.3562 786.185 L28.3562 779.978 L64.0042 793.346 L64.0042 801.303 L28.3562 814.671 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M44.7161 741.402 L47.5806 741.402 L47.5806 768.329 Q53.6281 767.947 56.8109 764.7 Q59.9619 761.422 59.9619 755.597 Q59.9619 752.224 59.1344 749.073 Q58.3069 745.89 56.6518 742.771 L62.1899 742.771 Q63.5267 745.922 64.227 749.232 Q64.9272 752.542 64.9272 755.948 Q64.9272 764.478 59.9619 769.475 Q54.9967 774.44 46.5303 774.44 Q37.7774 774.44 32.6531 769.729 Q27.4968 764.987 27.4968 756.966 Q27.4968 749.773 32.1438 745.603 Q36.7589 741.402 44.7161 741.402 M42.9973 747.258 Q38.1912 747.322 35.3266 749.964 Q32.4621 752.574 32.4621 756.902 Q32.4621 761.804 35.2312 764.764 Q38.0002 767.692 43.0292 768.138 L42.9973 747.258 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M41.7242 688.28 Q42.4244 686.211 44.7161 684.27 Q47.0077 682.296 51.0181 680.323 L64.0042 673.798 L64.0042 680.705 L51.8138 686.784 Q47.0395 689.14 45.48 691.368 Q43.9204 693.564 43.9204 697.383 L43.9204 704.385 L64.0042 704.385 L64.0042 710.815 L16.4842 710.815 L16.4842 696.301 Q16.4842 688.153 19.8898 684.142 Q23.2955 680.132 30.1704 680.132 Q34.6582 680.132 37.6183 682.233 Q40.5784 684.302 41.7242 688.28 M21.7677 704.385 L38.6368 704.385 L38.6368 696.301 Q38.6368 691.654 36.5043 689.299 Q34.34 686.912 30.1704 686.912 Q26.0009 686.912 23.9002 689.299 Q21.7677 691.654 21.7677 696.301 L21.7677 704.385 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M46.0847 651.009 Q46.0847 658.107 47.7079 660.844 Q49.3312 663.581 53.2461 663.581 Q56.3653 663.581 58.2114 661.544 Q60.0256 659.475 60.0256 655.942 Q60.0256 651.073 56.5881 648.144 Q53.1188 645.184 47.3897 645.184 L46.0847 645.184 L46.0847 651.009 M43.6657 639.328 L64.0042 639.328 L64.0042 645.184 L58.5933 645.184 Q61.8398 647.19 63.3994 650.181 Q64.9272 653.173 64.9272 657.502 Q64.9272 662.976 61.8716 666.223 Q58.7843 669.438 53.6281 669.438 Q47.6125 669.438 44.5569 665.427 Q41.5014 661.385 41.5014 653.396 L41.5014 645.184 L40.9285 645.184 Q36.8862 645.184 34.6901 647.858 Q32.4621 650.5 32.4621 655.306 Q32.4621 658.361 33.1941 661.258 Q33.9262 664.154 35.3903 666.828 L29.9795 666.828 Q28.7381 663.613 28.1334 660.589 Q27.4968 657.566 27.4968 654.701 Q27.4968 646.967 31.5072 643.147 Q35.5176 639.328 43.6657 639.328 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M18.2347 621.472 L28.3562 621.472 L28.3562 609.409 L32.9077 609.409 L32.9077 621.472 L52.2594 621.472 Q56.6199 621.472 57.8613 620.294 Q59.1026 619.085 59.1026 615.425 L59.1026 609.409 L64.0042 609.409 L64.0042 615.425 Q64.0042 622.204 61.4897 624.782 Q58.9434 627.36 52.2594 627.36 L32.9077 627.36 L32.9077 631.657 L28.3562 631.657 L28.3562 627.36 L18.2347 627.36 L18.2347 621.472 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M44.7161 571.215 L47.5806 571.215 L47.5806 598.142 Q53.6281 597.76 56.8109 594.513 Q59.9619 591.235 59.9619 585.41 Q59.9619 582.036 59.1344 578.885 Q58.3069 575.703 56.6518 572.583 L62.1899 572.583 Q63.5267 575.734 64.227 579.045 Q64.9272 582.355 64.9272 585.76 Q64.9272 594.29 59.9619 599.288 Q54.9967 604.253 46.5303 604.253 Q37.7774 604.253 32.6531 599.542 Q27.4968 594.8 27.4968 586.779 Q27.4968 579.586 32.1438 575.416 Q36.7589 571.215 44.7161 571.215 M42.9973 577.071 Q38.1912 577.135 35.3266 579.777 Q32.4621 582.387 32.4621 586.715 Q32.4621 591.617 35.2312 594.577 Q38.0002 597.505 43.0292 597.951 L42.9973 577.071 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M14.5426 547.534 Q21.8632 551.799 29.0246 553.868 Q36.186 555.937 43.5384 555.937 Q50.8908 555.937 58.1159 553.868 Q65.3091 551.768 72.5979 547.534 L72.5979 552.627 Q65.1182 557.401 57.8931 559.788 Q50.668 562.144 43.5384 562.144 Q36.4406 562.144 29.2474 559.788 Q22.0542 557.433 14.5426 552.627 L14.5426 547.534 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M16.4842 542.505 L16.4842 502.306 L21.895 502.306 L21.895 519.175 L64.0042 519.175 L64.0042 525.636 L21.895 525.636 L21.895 542.505 L16.4842 542.505 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M21.7677 489.67 L39.6235 489.67 L39.6235 481.586 Q39.6235 477.098 37.3 474.647 Q34.9765 472.196 30.6797 472.196 Q26.4147 472.196 24.0912 474.647 Q21.7677 477.098 21.7677 481.586 L21.7677 489.67 M16.4842 496.099 L16.4842 481.586 Q16.4842 473.597 20.1126 469.523 Q23.7092 465.417 30.6797 465.417 Q37.7138 465.417 41.3104 469.523 Q44.907 473.597 44.907 481.586 L44.907 489.67 L64.0042 489.67 L64.0042 496.099 L16.4842 496.099 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M41.7242 434.257 Q42.4244 432.188 44.7161 430.246 Q47.0077 428.273 51.0181 426.299 L64.0042 419.775 L64.0042 426.681 L51.8138 432.761 Q47.0395 435.116 45.48 437.344 Q43.9204 439.54 43.9204 443.36 L43.9204 450.362 L64.0042 450.362 L64.0042 456.791 L16.4842 456.791 L16.4842 442.277 Q16.4842 434.129 19.8898 430.119 Q23.2955 426.109 30.1704 426.109 Q34.6582 426.109 37.6183 428.209 Q40.5784 430.278 41.7242 434.257 M21.7677 450.362 L38.6368 450.362 L38.6368 442.277 Q38.6368 437.63 36.5043 435.275 Q34.34 432.888 30.1704 432.888 Q26.0009 432.888 23.9002 435.275 Q21.7677 437.63 21.7677 442.277 L21.7677 450.362 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M14.5426 412.677 L14.5426 407.584 Q22.0542 402.81 29.2474 400.455 Q36.4406 398.068 43.5384 398.068 Q50.668 398.068 57.8931 400.455 Q65.1182 402.81 72.5979 407.584 L72.5979 412.677 Q65.3091 408.444 58.1159 406.375 Q50.8908 404.274 43.5384 404.274 Q36.186 404.274 29.0246 406.375 Q21.8632 408.444 14.5426 412.677 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1110.11 44.2197 Q1112.74 45.1109 1115.21 48.0275 Q1117.72 50.9442 1120.24 56.0483 L1128.54 72.576 L1119.75 72.576 L1112.01 57.061 Q1109.01 50.9847 1106.18 48.9997 Q1103.38 47.0148 1098.52 47.0148 L1089.61 47.0148 L1089.61 72.576 L1081.43 72.576 L1081.43 12.096 L1099.9 12.096 Q1110.27 12.096 1115.37 16.4305 Q1120.48 20.7649 1120.48 29.5149 Q1120.48 35.2267 1117.81 38.994 Q1115.17 42.7613 1110.11 44.2197 M1089.61 18.8205 L1089.61 40.2903 L1099.9 40.2903 Q1105.81 40.2903 1108.81 37.5762 Q1111.85 34.8216 1111.85 29.5149 Q1111.85 24.2082 1108.81 21.5346 Q1105.81 18.8205 1099.9 18.8205 L1089.61 18.8205 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1163.62 17.6457 Q1154.71 17.6457 1149.44 24.2892 Q1144.22 30.9327 1144.22 42.3968 Q1144.22 53.8203 1149.44 60.4638 Q1154.71 67.1073 1163.62 67.1073 Q1172.53 67.1073 1177.72 60.4638 Q1182.94 53.8203 1182.94 42.3968 Q1182.94 30.9327 1177.72 24.2892 Q1172.53 17.6457 1163.62 17.6457 M1163.62 11.0023 Q1176.34 11.0023 1183.96 19.5497 Q1191.57 28.0566 1191.57 42.3968 Q1191.57 56.6965 1183.96 65.2439 Q1176.34 73.7508 1163.62 73.7508 Q1150.86 73.7508 1143.2 65.2439 Q1135.59 56.737 1135.59 42.3968 Q1135.59 28.0566 1143.2 19.5497 Q1150.86 11.0023 1163.62 11.0023 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1249.66 16.7545 L1249.66 25.383 Q1245.53 21.5346 1240.83 19.6307 Q1236.17 17.7268 1230.91 17.7268 Q1220.54 17.7268 1215.03 24.0867 Q1209.52 30.4061 1209.52 42.3968 Q1209.52 54.3469 1215.03 60.7069 Q1220.54 67.0263 1230.91 67.0263 Q1236.17 67.0263 1240.83 65.1223 Q1245.53 63.2184 1249.66 59.3701 L1249.66 67.9175 Q1245.37 70.8341 1240.55 72.2924 Q1235.77 73.7508 1230.42 73.7508 Q1216.69 73.7508 1208.79 65.3654 Q1200.89 56.9395 1200.89 42.3968 Q1200.89 27.8135 1208.79 19.4281 Q1216.69 11.0023 1230.42 11.0023 Q1235.85 11.0023 1240.63 12.4606 Q1245.45 13.8784 1249.66 16.7545 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1333.96 16.7545 L1333.96 25.383 Q1329.83 21.5346 1325.13 19.6307 Q1320.47 17.7268 1315.21 17.7268 Q1304.84 17.7268 1299.33 24.0867 Q1293.82 30.4061 1293.82 42.3968 Q1293.82 54.3469 1299.33 60.7069 Q1304.84 67.0263 1315.21 67.0263 Q1320.47 67.0263 1325.13 65.1223 Q1329.83 63.2184 1333.96 59.3701 L1333.96 67.9175 Q1329.67 70.8341 1324.85 72.2924 Q1320.07 73.7508 1314.72 73.7508 Q1300.99 73.7508 1293.09 65.3654 Q1285.19 56.9395 1285.19 42.3968 Q1285.19 27.8135 1293.09 19.4281 Q1300.99 11.0023 1314.72 11.0023 Q1320.15 11.0023 1324.93 12.4606 Q1329.75 13.8784 1333.96 16.7545 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1345.51 54.671 L1345.51 27.2059 L1352.96 27.2059 L1352.96 54.3874 Q1352.96 60.8284 1355.47 64.0691 Q1357.98 67.2693 1363.01 67.2693 Q1369.04 67.2693 1372.53 63.421 Q1376.05 59.5726 1376.05 52.9291 L1376.05 27.2059 L1383.5 27.2059 L1383.5 72.576 L1376.05 72.576 L1376.05 65.6084 Q1373.34 69.7404 1369.73 71.7658 Q1366.17 73.7508 1361.43 73.7508 Q1353.61 73.7508 1349.56 68.8897 Q1345.51 64.0286 1345.51 54.671 M1364.26 26.1121 L1364.26 26.1121 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1425.15 34.1734 Q1423.89 33.4443 1422.39 33.1202 Q1420.93 32.7556 1419.15 32.7556 Q1412.83 32.7556 1409.43 36.8875 Q1406.07 40.9789 1406.07 48.6757 L1406.07 72.576 L1398.57 72.576 L1398.57 27.2059 L1406.07 27.2059 L1406.07 34.2544 Q1408.42 30.1225 1412.18 28.1376 Q1415.95 26.1121 1421.34 26.1121 Q1422.11 26.1121 1423.04 26.2337 Q1423.97 26.3147 1425.11 26.5172 L1425.15 34.1734 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1427.62 27.2059 L1435.52 27.2059 L1449.7 65.2844 L1463.87 27.2059 L1471.77 27.2059 L1454.76 72.576 L1444.63 72.576 L1427.62 27.2059 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1520.87 48.0275 L1520.87 51.6733 L1486.6 51.6733 Q1487.09 59.3701 1491.22 63.421 Q1495.39 67.4314 1502.8 67.4314 Q1507.1 67.4314 1511.11 66.3781 Q1515.16 65.3249 1519.13 63.2184 L1519.13 70.267 Q1515.12 71.9684 1510.9 72.8596 Q1506.69 73.7508 1502.36 73.7508 Q1491.5 73.7508 1485.14 67.4314 Q1478.82 61.1119 1478.82 50.3365 Q1478.82 39.1965 1484.82 32.6746 Q1490.85 26.1121 1501.06 26.1121 Q1510.22 26.1121 1515.52 32.0264 Q1520.87 37.9003 1520.87 48.0275 M1513.42 45.84 Q1513.34 39.7232 1509.97 36.0774 Q1506.65 32.4315 1501.14 32.4315 Q1494.9 32.4315 1491.14 35.9558 Q1487.41 39.4801 1486.84 45.8805 L1513.42 45.84 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><polyline clip-path=\"url(#clip542)\" style=\"stroke:#009af9; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"309.067,1386.4 309.067,1355.74 309.067,160.256 2293.23,160.256 \"\/>\n<circle clip-path=\"url(#clip542)\" cx=\"309.067\" cy=\"160.256\" r=\"14.4\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"\/>\n<polyline clip-path=\"url(#clip542)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" stroke-dasharray=\"16, 10\" points=\"309.067,1386.4 2293.23,160.256 \"\/>\n<path clip-path=\"url(#clip540)\" d=\"M1446.47 1379.86 L2282.65 1379.86 L2282.65 757.776 L1446.47 757.776 Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"\/>\n<polyline clip-path=\"url(#clip540)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1446.47,1379.86 2282.65,1379.86 2282.65,757.776 1446.47,757.776 1446.47,1379.86 \"\/>\n<polyline clip-path=\"url(#clip540)\" style=\"stroke:#009af9; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1469.84,913.296 1610.06,913.296 \"\/>\n<path clip-path=\"url(#clip540)\" d=\"M1649.82 914.373 Q1651.32 914.882 1652.73 916.549 Q1654.17 918.215 1655.6 921.132 L1660.35 930.576 L1655.32 930.576 L1650.9 921.711 Q1649.19 918.238 1647.57 917.104 Q1645.97 915.97 1643.2 915.97 L1638.1 915.97 L1638.1 930.576 L1633.43 930.576 L1633.43 896.016 L1643.98 896.016 Q1649.91 896.016 1652.82 898.493 Q1655.74 900.97 1655.74 905.97 Q1655.74 909.234 1654.21 911.387 Q1652.71 913.539 1649.82 914.373 M1638.1 899.859 L1638.1 912.127 L1643.98 912.127 Q1647.36 912.127 1649.07 910.576 Q1650.81 909.002 1650.81 905.97 Q1650.81 902.938 1649.07 901.41 Q1647.36 899.859 1643.98 899.859 L1638.1 899.859 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1680.39 899.188 Q1675.3 899.188 1672.29 902.984 Q1669.31 906.78 1669.31 913.331 Q1669.31 919.859 1672.29 923.655 Q1675.3 927.451 1680.39 927.451 Q1685.49 927.451 1688.45 923.655 Q1691.44 919.859 1691.44 913.331 Q1691.44 906.78 1688.45 902.984 Q1685.49 899.188 1680.39 899.188 M1680.39 895.391 Q1687.66 895.391 1692.01 900.275 Q1696.37 905.137 1696.37 913.331 Q1696.37 921.502 1692.01 926.386 Q1687.66 931.248 1680.39 931.248 Q1673.1 931.248 1668.73 926.386 Q1664.38 921.525 1664.38 913.331 Q1664.38 905.137 1668.73 900.275 Q1673.1 895.391 1680.39 895.391 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1729.56 898.678 L1729.56 903.609 Q1727.2 901.41 1724.51 900.322 Q1721.85 899.234 1718.84 899.234 Q1712.92 899.234 1709.77 902.868 Q1706.62 906.479 1706.62 913.331 Q1706.62 920.16 1709.77 923.794 Q1712.92 927.405 1718.84 927.405 Q1721.85 927.405 1724.51 926.317 Q1727.2 925.229 1729.56 923.03 L1729.56 927.914 Q1727.11 929.581 1724.35 930.414 Q1721.62 931.248 1718.57 931.248 Q1710.72 931.248 1706.2 926.456 Q1701.69 921.641 1701.69 913.331 Q1701.69 904.998 1706.2 900.206 Q1710.72 895.391 1718.57 895.391 Q1721.67 895.391 1724.4 896.225 Q1727.15 897.035 1729.56 898.678 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1777.73 898.678 L1777.73 903.609 Q1775.37 901.41 1772.69 900.322 Q1770.02 899.234 1767.01 899.234 Q1761.09 899.234 1757.94 902.868 Q1754.79 906.479 1754.79 913.331 Q1754.79 920.16 1757.94 923.794 Q1761.09 927.405 1767.01 927.405 Q1770.02 927.405 1772.69 926.317 Q1775.37 925.229 1777.73 923.03 L1777.73 927.914 Q1775.28 929.581 1772.52 930.414 Q1769.79 931.248 1766.74 931.248 Q1758.89 931.248 1754.38 926.456 Q1749.86 921.641 1749.86 913.331 Q1749.86 904.998 1754.38 900.206 Q1758.89 895.391 1766.74 895.391 Q1769.84 895.391 1772.57 896.225 Q1775.32 897.035 1777.73 898.678 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1784.33 920.345 L1784.33 904.65 L1788.59 904.65 L1788.59 920.183 Q1788.59 923.863 1790.02 925.715 Q1791.46 927.544 1794.33 927.544 Q1797.78 927.544 1799.77 925.345 Q1801.78 923.146 1801.78 919.349 L1801.78 904.65 L1806.04 904.65 L1806.04 930.576 L1801.78 930.576 L1801.78 926.595 Q1800.23 928.956 1798.17 930.113 Q1796.13 931.248 1793.43 931.248 Q1788.96 931.248 1786.64 928.47 Q1784.33 925.692 1784.33 920.345 M1795.05 904.025 L1795.05 904.025 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1829.84 908.632 Q1829.12 908.215 1828.26 908.03 Q1827.43 907.822 1826.41 907.822 Q1822.8 907.822 1820.86 910.183 Q1818.93 912.521 1818.93 916.919 L1818.93 930.576 L1814.65 930.576 L1814.65 904.65 L1818.93 904.65 L1818.93 908.678 Q1820.28 906.317 1822.43 905.183 Q1824.58 904.025 1827.66 904.025 Q1828.1 904.025 1828.63 904.095 Q1829.17 904.141 1829.81 904.257 L1829.84 908.632 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1831.25 904.65 L1835.76 904.65 L1843.87 926.41 L1851.97 904.65 L1856.48 904.65 L1846.76 930.576 L1840.97 930.576 L1831.25 904.65 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1884.54 916.549 L1884.54 918.632 L1864.95 918.632 Q1865.23 923.03 1867.59 925.345 Q1869.98 927.636 1874.21 927.636 Q1876.67 927.636 1878.96 927.035 Q1881.27 926.433 1883.54 925.229 L1883.54 929.257 Q1881.25 930.229 1878.84 930.738 Q1876.43 931.248 1873.96 931.248 Q1867.75 931.248 1864.12 927.636 Q1860.51 924.025 1860.51 917.868 Q1860.51 911.502 1863.93 907.775 Q1867.38 904.025 1873.22 904.025 Q1878.45 904.025 1881.48 907.405 Q1884.54 910.762 1884.54 916.549 M1880.28 915.299 Q1880.23 911.803 1878.31 909.72 Q1876.41 907.637 1873.26 907.637 Q1869.7 907.637 1867.55 909.65 Q1865.42 911.664 1865.09 915.322 L1880.28 915.299 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1901.76 894.604 Q1898.66 899.928 1897.15 905.137 Q1895.65 910.345 1895.65 915.692 Q1895.65 921.039 1897.15 926.294 Q1898.68 931.525 1901.76 936.826 L1898.05 936.826 Q1894.58 931.386 1892.85 926.132 Q1891.13 920.877 1891.13 915.692 Q1891.13 910.53 1892.85 905.299 Q1894.56 900.067 1898.05 894.604 L1901.76 894.604 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1921.76 900.623 L1915.42 917.822 L1928.12 917.822 L1921.76 900.623 M1919.12 896.016 L1924.42 896.016 L1937.59 930.576 L1932.73 930.576 L1929.58 921.711 L1914 921.711 L1910.86 930.576 L1905.93 930.576 L1919.12 896.016 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1942.11 896.016 L1946.8 896.016 L1946.8 917.012 Q1946.8 922.567 1948.82 925.021 Q1950.83 927.451 1955.35 927.451 Q1959.84 927.451 1961.85 925.021 Q1963.86 922.567 1963.86 917.012 L1963.86 896.016 L1968.56 896.016 L1968.56 917.59 Q1968.56 924.349 1965.21 927.798 Q1961.87 931.248 1955.35 931.248 Q1948.8 931.248 1945.44 927.798 Q1942.11 924.349 1942.11 917.59 L1942.11 896.016 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M2003.22 898.678 L2003.22 903.609 Q2000.86 901.41 1998.17 900.322 Q1995.51 899.234 1992.5 899.234 Q1986.57 899.234 1983.42 902.868 Q1980.28 906.479 1980.28 913.331 Q1980.28 920.16 1983.42 923.794 Q1986.57 927.405 1992.5 927.405 Q1995.51 927.405 1998.17 926.317 Q2000.86 925.229 2003.22 923.03 L2003.22 927.914 Q2000.76 929.581 1998.01 930.414 Q1995.28 931.248 1992.22 931.248 Q1984.37 931.248 1979.86 926.456 Q1975.35 921.641 1975.35 913.331 Q1975.35 904.998 1979.86 900.206 Q1984.37 895.391 1992.22 895.391 Q1995.32 895.391 1998.05 896.225 Q2000.81 897.035 2003.22 898.678 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M2010.81 909.049 L2040.48 909.049 L2040.48 912.937 L2010.81 912.937 L2010.81 909.049 M2010.81 918.493 L2040.48 918.493 L2040.48 922.428 L2010.81 922.428 L2010.81 918.493 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M2051.39 926.641 L2059.03 926.641 L2059.03 900.275 L2050.72 901.942 L2050.72 897.683 L2058.98 896.016 L2063.66 896.016 L2063.66 926.641 L2071.29 926.641 L2071.29 930.576 L2051.39 930.576 L2051.39 926.641 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M2080.74 924.697 L2085.62 924.697 L2085.62 930.576 L2080.74 930.576 L2080.74 924.697 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M2105.81 899.095 Q2102.2 899.095 2100.37 902.66 Q2098.56 906.201 2098.56 913.331 Q2098.56 920.437 2100.37 924.002 Q2102.2 927.544 2105.81 927.544 Q2109.44 927.544 2111.25 924.002 Q2113.08 920.437 2113.08 913.331 Q2113.08 906.201 2111.25 902.66 Q2109.44 899.095 2105.81 899.095 M2105.81 895.391 Q2111.62 895.391 2114.67 899.998 Q2117.75 904.581 2117.75 913.331 Q2117.75 922.058 2114.67 926.664 Q2111.62 931.248 2105.81 931.248 Q2100 931.248 2096.92 926.664 Q2093.86 922.058 2093.86 913.331 Q2093.86 904.581 2096.92 899.998 Q2100 895.391 2105.81 895.391 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M2124.7 894.604 L2128.4 894.604 Q2131.87 900.067 2133.59 905.299 Q2135.32 910.53 2135.32 915.692 Q2135.32 920.877 2133.59 926.132 Q2131.87 931.386 2128.4 936.826 L2124.7 936.826 Q2127.78 931.525 2129.28 926.294 Q2130.81 921.039 2130.81 915.692 Q2130.81 910.345 2129.28 905.137 Q2127.78 899.928 2124.7 894.604 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><circle clip-path=\"url(#clip540)\" cx=\"1539.95\" cy=\"1068.82\" r=\"20.48\" fill=\"#ff0000\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.55111\"\/>\n<path clip-path=\"url(#clip540)\" d=\"M1649.45 1002.87 Q1644.35 1002.87 1641.34 1006.66 Q1638.36 1010.46 1638.36 1017.01 Q1638.36 1023.54 1641.34 1027.33 Q1644.35 1031.13 1649.45 1031.13 Q1654.54 1031.13 1657.5 1027.33 Q1660.49 1023.54 1660.49 1017.01 Q1660.49 1010.46 1657.5 1006.66 Q1654.54 1002.87 1649.45 1002.87 M1649.45 999.071 Q1656.71 999.071 1661.07 1003.96 Q1665.42 1008.82 1665.42 1017.01 Q1665.42 1025.18 1661.07 1030.07 Q1656.71 1034.93 1649.45 1034.93 Q1642.15 1034.93 1637.78 1030.07 Q1633.43 1025.21 1633.43 1017.01 Q1633.43 1008.82 1637.78 1003.96 Q1642.15 999.071 1649.45 999.071 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1676.67 1030.37 L1676.67 1044.12 L1672.38 1044.12 L1672.38 1008.33 L1676.67 1008.33 L1676.67 1012.27 Q1678.01 1009.95 1680.05 1008.84 Q1682.11 1007.71 1684.95 1007.71 Q1689.68 1007.71 1692.62 1011.46 Q1695.58 1015.21 1695.58 1021.32 Q1695.58 1027.43 1692.62 1031.18 Q1689.68 1034.93 1684.95 1034.93 Q1682.11 1034.93 1680.05 1033.82 Q1678.01 1032.68 1676.67 1030.37 M1691.16 1021.32 Q1691.16 1016.62 1689.21 1013.96 Q1687.29 1011.27 1683.91 1011.27 Q1680.53 1011.27 1678.59 1013.96 Q1676.67 1016.62 1676.67 1021.32 Q1676.67 1026.02 1678.59 1028.7 Q1680.53 1031.36 1683.91 1031.36 Q1687.29 1031.36 1689.21 1028.7 Q1691.16 1026.02 1691.16 1021.32 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1706.85 1000.97 L1706.85 1008.33 L1715.63 1008.33 L1715.63 1011.64 L1706.85 1011.64 L1706.85 1025.71 Q1706.85 1028.89 1707.71 1029.79 Q1708.59 1030.69 1711.25 1030.69 L1715.63 1030.69 L1715.63 1034.26 L1711.25 1034.26 Q1706.32 1034.26 1704.44 1032.43 Q1702.57 1030.58 1702.57 1025.71 L1702.57 1011.64 L1699.44 1011.64 L1699.44 1008.33 L1702.57 1008.33 L1702.57 1000.97 L1706.85 1000.97 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1721.23 1008.33 L1725.49 1008.33 L1725.49 1034.26 L1721.23 1034.26 L1721.23 1008.33 M1721.23 998.238 L1725.49 998.238 L1725.49 1003.63 L1721.23 1003.63 L1721.23 998.238 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1754.58 1013.31 Q1756.18 1010.44 1758.4 1009.07 Q1760.62 1007.71 1763.63 1007.71 Q1767.69 1007.71 1769.88 1010.55 Q1772.08 1013.38 1772.08 1018.61 L1772.08 1034.26 L1767.8 1034.26 L1767.8 1018.75 Q1767.8 1015.02 1766.48 1013.21 Q1765.16 1011.41 1762.45 1011.41 Q1759.14 1011.41 1757.22 1013.61 Q1755.3 1015.81 1755.3 1019.6 L1755.3 1034.26 L1751.02 1034.26 L1751.02 1018.75 Q1751.02 1015 1749.7 1013.21 Q1748.38 1011.41 1745.63 1011.41 Q1742.36 1011.41 1740.44 1013.63 Q1738.52 1015.83 1738.52 1019.6 L1738.52 1034.26 L1734.24 1034.26 L1734.24 1008.33 L1738.52 1008.33 L1738.52 1012.36 Q1739.98 1009.97 1742.01 1008.84 Q1744.05 1007.71 1746.85 1007.71 Q1749.68 1007.71 1751.64 1009.14 Q1753.63 1010.58 1754.58 1013.31 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1792.36 1021.22 Q1787.2 1021.22 1785.21 1022.4 Q1783.22 1023.59 1783.22 1026.43 Q1783.22 1028.7 1784.7 1030.04 Q1786.2 1031.36 1788.77 1031.36 Q1792.31 1031.36 1794.44 1028.86 Q1796.6 1026.34 1796.6 1022.17 L1796.6 1021.22 L1792.36 1021.22 M1800.86 1019.46 L1800.86 1034.26 L1796.6 1034.26 L1796.6 1030.32 Q1795.14 1032.68 1792.96 1033.82 Q1790.79 1034.93 1787.64 1034.93 Q1783.66 1034.93 1781.3 1032.71 Q1778.96 1030.46 1778.96 1026.71 Q1778.96 1022.34 1781.87 1020.11 Q1784.81 1017.89 1790.62 1017.89 L1796.6 1017.89 L1796.6 1017.47 Q1796.6 1014.53 1794.65 1012.94 Q1792.73 1011.32 1789.24 1011.32 Q1787.01 1011.32 1784.91 1011.85 Q1782.8 1012.38 1780.86 1013.45 L1780.86 1009.51 Q1783.19 1008.61 1785.39 1008.17 Q1787.59 1007.71 1789.68 1007.71 Q1795.3 1007.71 1798.08 1010.62 Q1800.86 1013.54 1800.86 1019.46 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1809.63 998.238 L1813.89 998.238 L1813.89 1034.26 L1809.63 1034.26 L1809.63 998.238 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1842.08 1000.97 L1842.08 1008.33 L1850.86 1008.33 L1850.86 1011.64 L1842.08 1011.64 L1842.08 1025.71 Q1842.08 1028.89 1842.94 1029.79 Q1843.82 1030.69 1846.48 1030.69 L1850.86 1030.69 L1850.86 1034.26 L1846.48 1034.26 Q1841.55 1034.26 1839.68 1032.43 Q1837.8 1030.58 1837.8 1025.71 L1837.8 1011.64 L1834.68 1011.64 L1834.68 1008.33 L1837.8 1008.33 L1837.8 1000.97 L1842.08 1000.97 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1878.01 1018.61 L1878.01 1034.26 L1873.75 1034.26 L1873.75 1018.75 Q1873.75 1015.07 1872.31 1013.24 Q1870.88 1011.41 1868.01 1011.41 Q1864.56 1011.41 1862.57 1013.61 Q1860.58 1015.81 1860.58 1019.6 L1860.58 1034.26 L1856.3 1034.26 L1856.3 998.238 L1860.58 998.238 L1860.58 1012.36 Q1862.11 1010.02 1864.17 1008.86 Q1866.25 1007.71 1868.96 1007.71 Q1873.43 1007.71 1875.72 1010.48 Q1878.01 1013.24 1878.01 1018.61 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1901.53 1012.31 Q1900.81 1011.9 1899.95 1011.71 Q1899.12 1011.5 1898.1 1011.5 Q1894.49 1011.5 1892.55 1013.86 Q1890.62 1016.2 1890.62 1020.6 L1890.62 1034.26 L1886.34 1034.26 L1886.34 1008.33 L1890.62 1008.33 L1890.62 1012.36 Q1891.97 1010 1894.12 1008.86 Q1896.27 1007.71 1899.35 1007.71 Q1899.79 1007.71 1900.32 1007.77 Q1900.86 1007.82 1901.5 1007.94 L1901.53 1012.31 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1927.13 1020.23 L1927.13 1022.31 L1907.55 1022.31 Q1907.82 1026.71 1910.18 1029.02 Q1912.57 1031.32 1916.8 1031.32 Q1919.26 1031.32 1921.55 1030.71 Q1923.86 1030.11 1926.13 1028.91 L1926.13 1032.94 Q1923.84 1033.91 1921.43 1034.42 Q1919.03 1034.93 1916.55 1034.93 Q1910.35 1034.93 1906.71 1031.32 Q1903.1 1027.71 1903.1 1021.55 Q1903.1 1015.18 1906.53 1011.46 Q1909.98 1007.71 1915.81 1007.71 Q1921.04 1007.71 1924.07 1011.09 Q1927.13 1014.44 1927.13 1020.23 M1922.87 1018.98 Q1922.82 1015.48 1920.9 1013.4 Q1919 1011.32 1915.86 1011.32 Q1912.29 1011.32 1910.14 1013.33 Q1908.01 1015.34 1907.68 1019 L1922.87 1018.98 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1950.65 1009.09 L1950.65 1013.12 Q1948.84 1012.2 1946.9 1011.73 Q1944.95 1011.27 1942.87 1011.27 Q1939.7 1011.27 1938.1 1012.24 Q1936.53 1013.21 1936.53 1015.16 Q1936.53 1016.64 1937.66 1017.5 Q1938.8 1018.33 1942.22 1019.09 L1943.68 1019.42 Q1948.22 1020.39 1950.11 1022.17 Q1952.04 1023.93 1952.04 1027.1 Q1952.04 1030.71 1949.17 1032.82 Q1946.32 1034.93 1941.32 1034.93 Q1939.24 1034.93 1936.97 1034.51 Q1934.72 1034.12 1932.22 1033.31 L1932.22 1028.91 Q1934.58 1030.14 1936.87 1030.76 Q1939.17 1031.36 1941.41 1031.36 Q1944.42 1031.36 1946.04 1030.34 Q1947.66 1029.3 1947.66 1027.43 Q1947.66 1025.69 1946.48 1024.77 Q1945.32 1023.84 1941.36 1022.98 L1939.88 1022.64 Q1935.92 1021.8 1934.17 1020.09 Q1932.41 1018.35 1932.41 1015.34 Q1932.41 1011.69 1935 1009.7 Q1937.59 1007.71 1942.36 1007.71 Q1944.72 1007.71 1946.8 1008.05 Q1948.89 1008.4 1950.65 1009.09 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1980.37 1018.61 L1980.37 1034.26 L1976.11 1034.26 L1976.11 1018.75 Q1976.11 1015.07 1974.67 1013.24 Q1973.24 1011.41 1970.37 1011.41 Q1966.92 1011.41 1964.93 1013.61 Q1962.94 1015.81 1962.94 1019.6 L1962.94 1034.26 L1958.66 1034.26 L1958.66 998.238 L1962.94 998.238 L1962.94 1012.36 Q1964.47 1010.02 1966.53 1008.86 Q1968.61 1007.71 1971.32 1007.71 Q1975.79 1007.71 1978.08 1010.48 Q1980.37 1013.24 1980.37 1018.61 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1998.91 1011.32 Q1995.48 1011.32 1993.49 1014 Q1991.5 1016.66 1991.5 1021.32 Q1991.5 1025.97 1993.47 1028.65 Q1995.46 1031.32 1998.91 1031.32 Q2002.31 1031.32 2004.3 1028.63 Q2006.29 1025.95 2006.29 1021.32 Q2006.29 1016.71 2004.3 1014.02 Q2002.31 1011.32 1998.91 1011.32 M1998.91 1007.71 Q2004.47 1007.71 2007.64 1011.32 Q2010.81 1014.93 2010.81 1021.32 Q2010.81 1027.68 2007.64 1031.32 Q2004.47 1034.93 1998.91 1034.93 Q1993.33 1034.93 1990.16 1031.32 Q1987.01 1027.68 1987.01 1021.32 Q1987.01 1014.93 1990.16 1011.32 Q1993.33 1007.71 1998.91 1007.71 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M2017.87 998.238 L2022.13 998.238 L2022.13 1034.26 L2017.87 1034.26 L2017.87 998.238 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M2048.1 1012.27 L2048.1 998.238 L2052.36 998.238 L2052.36 1034.26 L2048.1 1034.26 L2048.1 1030.37 Q2046.76 1032.68 2044.7 1033.82 Q2042.66 1034.93 2039.79 1034.93 Q2035.09 1034.93 2032.13 1031.18 Q2029.19 1027.43 2029.19 1021.32 Q2029.19 1015.21 2032.13 1011.46 Q2035.09 1007.71 2039.79 1007.71 Q2042.66 1007.71 2044.7 1008.84 Q2046.76 1009.95 2048.1 1012.27 M2033.59 1021.32 Q2033.59 1026.02 2035.51 1028.7 Q2037.45 1031.36 2040.83 1031.36 Q2044.21 1031.36 2046.16 1028.7 Q2048.1 1026.02 2048.1 1021.32 Q2048.1 1016.62 2046.16 1013.96 Q2044.21 1011.27 2040.83 1011.27 Q2037.45 1011.27 2035.51 1013.96 Q2033.59 1016.62 2033.59 1021.32 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M2061.69 1012.73 L2091.36 1012.73 L2091.36 1016.62 L2061.69 1016.62 L2061.69 1012.73 M2061.69 1022.17 L2091.36 1022.17 L2091.36 1026.11 L2061.69 1026.11 L2061.69 1022.17 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M2111.46 1002.77 Q2107.85 1002.77 2106.02 1006.34 Q2104.21 1009.88 2104.21 1017.01 Q2104.21 1024.12 2106.02 1027.68 Q2107.85 1031.22 2111.46 1031.22 Q2115.09 1031.22 2116.9 1027.68 Q2118.72 1024.12 2118.72 1017.01 Q2118.72 1009.88 2116.9 1006.34 Q2115.09 1002.77 2111.46 1002.77 M2111.46 999.071 Q2117.27 999.071 2120.32 1003.68 Q2123.4 1008.26 2123.4 1017.01 Q2123.4 1025.74 2120.32 1030.34 Q2117.27 1034.93 2111.46 1034.93 Q2105.65 1034.93 2102.57 1030.34 Q2099.51 1025.74 2099.51 1017.01 Q2099.51 1008.26 2102.57 1003.68 Q2105.65 999.071 2111.46 999.071 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M2131.62 1028.38 L2136.5 1028.38 L2136.5 1034.26 L2131.62 1034.26 L2131.62 1028.38 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M2146.83 1033.54 L2146.83 1029.28 Q2148.59 1030.11 2150.39 1030.55 Q2152.2 1030.99 2153.93 1030.99 Q2158.56 1030.99 2160.99 1027.89 Q2163.45 1024.77 2163.79 1018.42 Q2162.45 1020.41 2160.39 1021.48 Q2158.33 1022.54 2155.83 1022.54 Q2150.65 1022.54 2147.61 1019.42 Q2144.6 1016.27 2144.6 1010.83 Q2144.6 1005.51 2147.75 1002.29 Q2150.9 999.071 2156.13 999.071 Q2162.13 999.071 2165.28 1003.68 Q2168.45 1008.26 2168.45 1017.01 Q2168.45 1025.18 2164.56 1030.07 Q2160.69 1034.93 2154.14 1034.93 Q2152.38 1034.93 2150.58 1034.58 Q2148.77 1034.23 2146.83 1033.54 M2156.13 1018.89 Q2159.28 1018.89 2161.11 1016.73 Q2162.96 1014.58 2162.96 1010.83 Q2162.96 1007.1 2161.11 1004.95 Q2159.28 1002.77 2156.13 1002.77 Q2152.98 1002.77 2151.13 1004.95 Q2149.3 1007.1 2149.3 1010.83 Q2149.3 1014.58 2151.13 1016.73 Q2152.98 1018.89 2156.13 1018.89 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M2176.9 999.696 L2195.25 999.696 L2195.25 1003.63 L2181.18 1003.63 L2181.18 1012.1 Q2182.2 1011.76 2183.22 1011.59 Q2184.23 1011.41 2185.25 1011.41 Q2191.04 1011.41 2194.42 1014.58 Q2197.8 1017.75 2197.8 1023.17 Q2197.8 1028.75 2194.33 1031.85 Q2190.85 1034.93 2184.53 1034.93 Q2182.36 1034.93 2180.09 1034.56 Q2177.84 1034.19 2175.44 1033.45 L2175.44 1028.75 Q2177.52 1029.88 2179.74 1030.44 Q2181.97 1030.99 2184.44 1030.99 Q2188.45 1030.99 2190.78 1028.89 Q2193.12 1026.78 2193.12 1023.17 Q2193.12 1019.56 2190.78 1017.45 Q2188.45 1015.34 2184.44 1015.34 Q2182.57 1015.34 2180.69 1015.76 Q2178.84 1016.18 2176.9 1017.06 L2176.9 999.696 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M2211.04 1030.32 L2227.36 1030.32 L2227.36 1034.26 L2205.41 1034.26 L2205.41 1030.32 Q2208.08 1027.57 2212.66 1022.94 Q2217.27 1018.28 2218.45 1016.94 Q2220.69 1014.42 2221.57 1012.68 Q2222.47 1010.92 2222.47 1009.23 Q2222.47 1006.48 2220.53 1004.74 Q2218.61 1003.01 2215.51 1003.01 Q2213.31 1003.01 2210.85 1003.77 Q2208.42 1004.53 2205.65 1006.09 L2205.65 1001.36 Q2208.47 1000.23 2210.92 999.65 Q2213.38 999.071 2215.41 999.071 Q2220.78 999.071 2223.98 1001.76 Q2227.17 1004.44 2227.17 1008.93 Q2227.17 1011.06 2226.36 1012.98 Q2225.58 1014.88 2223.47 1017.47 Q2222.89 1018.15 2219.79 1021.36 Q2216.69 1024.56 2211.04 1030.32 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M2247.75 1015.11 Q2244.6 1015.11 2242.75 1017.27 Q2240.92 1019.42 2240.92 1023.17 Q2240.92 1026.9 2242.75 1029.07 Q2244.6 1031.22 2247.75 1031.22 Q2250.9 1031.22 2252.73 1029.07 Q2254.58 1026.9 2254.58 1023.17 Q2254.58 1019.42 2252.73 1017.27 Q2250.9 1015.11 2247.75 1015.11 M2257.03 1000.46 L2257.03 1004.72 Q2255.28 1003.89 2253.47 1003.45 Q2251.69 1003.01 2249.93 1003.01 Q2245.3 1003.01 2242.84 1006.13 Q2240.41 1009.26 2240.07 1015.58 Q2241.43 1013.56 2243.49 1012.5 Q2245.55 1011.41 2248.03 1011.41 Q2253.24 1011.41 2256.25 1014.58 Q2259.28 1017.73 2259.28 1023.17 Q2259.28 1028.49 2256.13 1031.71 Q2252.98 1034.93 2247.75 1034.93 Q2241.76 1034.93 2238.59 1030.34 Q2235.41 1025.74 2235.41 1017.01 Q2235.41 1008.82 2239.3 1003.96 Q2243.19 999.071 2249.74 999.071 Q2251.5 999.071 2253.28 999.418 Q2255.09 999.766 2257.03 1000.46 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1655.67 1052.67 L1655.67 1057.23 Q1653.01 1055.96 1650.65 1055.33 Q1648.29 1054.71 1646.09 1054.71 Q1642.27 1054.71 1640.19 1056.19 Q1638.13 1057.67 1638.13 1060.4 Q1638.13 1062.69 1639.49 1063.87 Q1640.88 1065.03 1644.72 1065.75 L1647.55 1066.33 Q1652.78 1067.32 1655.26 1069.85 Q1657.76 1072.35 1657.76 1076.56 Q1657.76 1081.58 1654.38 1084.17 Q1651.02 1086.77 1644.51 1086.77 Q1642.06 1086.77 1639.28 1086.21 Q1636.53 1085.66 1633.57 1084.57 L1633.57 1079.75 Q1636.41 1081.35 1639.14 1082.16 Q1641.88 1082.97 1644.51 1082.97 Q1648.52 1082.97 1650.7 1081.4 Q1652.87 1079.82 1652.87 1076.91 Q1652.87 1074.36 1651.3 1072.93 Q1649.75 1071.49 1646.18 1070.77 L1643.33 1070.22 Q1638.1 1069.18 1635.76 1066.95 Q1633.43 1064.73 1633.43 1060.77 Q1633.43 1056.19 1636.64 1053.55 Q1639.88 1050.91 1645.56 1050.91 Q1647.99 1050.91 1650.51 1051.35 Q1653.03 1051.79 1655.67 1052.67 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1687.04 1072.07 L1687.04 1074.15 L1667.45 1074.15 Q1667.73 1078.55 1670.09 1080.86 Q1672.48 1083.16 1676.71 1083.16 Q1679.17 1083.16 1681.46 1082.55 Q1683.77 1081.95 1686.04 1080.75 L1686.04 1084.78 Q1683.75 1085.75 1681.34 1086.26 Q1678.94 1086.77 1676.46 1086.77 Q1670.26 1086.77 1666.62 1083.16 Q1663.01 1079.55 1663.01 1073.39 Q1663.01 1067.02 1666.44 1063.3 Q1669.88 1059.55 1675.72 1059.55 Q1680.95 1059.55 1683.98 1062.93 Q1687.04 1066.28 1687.04 1072.07 M1682.78 1070.82 Q1682.73 1067.32 1680.81 1065.24 Q1678.91 1063.16 1675.76 1063.16 Q1672.2 1063.16 1670.05 1065.17 Q1667.92 1067.18 1667.59 1070.84 L1682.78 1070.82 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1715.58 1070.45 L1715.58 1086.1 L1711.32 1086.1 L1711.32 1070.59 Q1711.32 1066.91 1709.88 1065.08 Q1708.45 1063.25 1705.58 1063.25 Q1702.13 1063.25 1700.14 1065.45 Q1698.15 1067.65 1698.15 1071.44 L1698.15 1086.1 L1693.87 1086.1 L1693.87 1060.17 L1698.15 1060.17 L1698.15 1064.2 Q1699.68 1061.86 1701.74 1060.7 Q1703.82 1059.55 1706.53 1059.55 Q1711 1059.55 1713.29 1062.32 Q1715.58 1065.08 1715.58 1070.45 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1740.6 1060.93 L1740.6 1064.96 Q1738.8 1064.04 1736.85 1063.57 Q1734.91 1063.11 1732.82 1063.11 Q1729.65 1063.11 1728.06 1064.08 Q1726.48 1065.05 1726.48 1067 Q1726.48 1068.48 1727.62 1069.34 Q1728.75 1070.17 1732.18 1070.93 L1733.63 1071.26 Q1738.17 1072.23 1740.07 1074.01 Q1741.99 1075.77 1741.99 1078.94 Q1741.99 1082.55 1739.12 1084.66 Q1736.27 1086.77 1731.27 1086.77 Q1729.19 1086.77 1726.92 1086.35 Q1724.68 1085.96 1722.18 1085.15 L1722.18 1080.75 Q1724.54 1081.98 1726.83 1082.6 Q1729.12 1083.2 1731.37 1083.2 Q1734.38 1083.2 1736 1082.18 Q1737.62 1081.14 1737.62 1079.27 Q1737.62 1077.53 1736.44 1076.61 Q1735.28 1075.68 1731.32 1074.82 L1729.84 1074.48 Q1725.88 1073.64 1724.12 1071.93 Q1722.36 1070.19 1722.36 1067.18 Q1722.36 1063.53 1724.95 1061.54 Q1727.55 1059.55 1732.31 1059.55 Q1734.68 1059.55 1736.76 1059.89 Q1738.84 1060.24 1740.6 1060.93 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1748.77 1060.17 L1753.03 1060.17 L1753.03 1086.1 L1748.77 1086.1 L1748.77 1060.17 M1748.77 1050.08 L1753.03 1050.08 L1753.03 1055.47 L1748.77 1055.47 L1748.77 1050.08 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1766.16 1052.81 L1766.16 1060.17 L1774.93 1060.17 L1774.93 1063.48 L1766.16 1063.48 L1766.16 1077.55 Q1766.16 1080.73 1767.01 1081.63 Q1767.89 1082.53 1770.56 1082.53 L1774.93 1082.53 L1774.93 1086.1 L1770.56 1086.1 Q1765.62 1086.1 1763.75 1084.27 Q1761.87 1082.42 1761.87 1077.55 L1761.87 1063.48 L1758.75 1063.48 L1758.75 1060.17 L1761.87 1060.17 L1761.87 1052.81 L1766.16 1052.81 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1780.53 1060.17 L1784.79 1060.17 L1784.79 1086.1 L1780.53 1086.1 L1780.53 1060.17 M1780.53 1050.08 L1784.79 1050.08 L1784.79 1055.47 L1780.53 1055.47 L1780.53 1050.08 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1790.65 1060.17 L1795.16 1060.17 L1803.26 1081.93 L1811.37 1060.17 L1815.88 1060.17 L1806.16 1086.1 L1800.37 1086.1 L1790.65 1060.17 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1821.76 1060.17 L1826.02 1060.17 L1826.02 1086.1 L1821.76 1086.1 L1821.76 1060.17 M1821.76 1050.08 L1826.02 1050.08 L1826.02 1055.47 L1821.76 1055.47 L1821.76 1050.08 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1839.14 1052.81 L1839.14 1060.17 L1847.92 1060.17 L1847.92 1063.48 L1839.14 1063.48 L1839.14 1077.55 Q1839.14 1080.73 1840 1081.63 Q1840.88 1082.53 1843.54 1082.53 L1847.92 1082.53 L1847.92 1086.1 L1843.54 1086.1 Q1838.61 1086.1 1836.74 1084.27 Q1834.86 1082.42 1834.86 1077.55 L1834.86 1063.48 L1831.74 1063.48 L1831.74 1060.17 L1834.86 1060.17 L1834.86 1052.81 L1839.14 1052.81 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1864.3 1088.5 Q1862.5 1093.13 1860.79 1094.55 Q1859.07 1095.96 1856.2 1095.96 L1852.8 1095.96 L1852.8 1092.39 L1855.3 1092.39 Q1857.06 1092.39 1858.03 1091.56 Q1859 1090.73 1860.18 1087.62 L1860.95 1085.68 L1850.46 1060.17 L1854.98 1060.17 L1863.08 1080.45 L1871.18 1060.17 L1875.69 1060.17 L1864.3 1088.5 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1882.13 1064.57 L1911.8 1064.57 L1911.8 1068.46 L1882.13 1068.46 L1882.13 1064.57 M1882.13 1074.01 L1911.8 1074.01 L1911.8 1077.95 L1882.13 1077.95 L1882.13 1074.01 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1922.71 1082.16 L1930.35 1082.16 L1930.35 1055.8 L1922.04 1057.46 L1922.04 1053.2 L1930.3 1051.54 L1934.98 1051.54 L1934.98 1082.16 L1942.61 1082.16 L1942.61 1086.1 L1922.71 1086.1 L1922.71 1082.16 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1952.06 1080.22 L1956.94 1080.22 L1956.94 1086.1 L1952.06 1086.1 L1952.06 1080.22 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1977.13 1054.61 Q1973.52 1054.61 1971.69 1058.18 Q1969.88 1061.72 1969.88 1068.85 Q1969.88 1075.96 1971.69 1079.52 Q1973.52 1083.06 1977.13 1083.06 Q1980.76 1083.06 1982.57 1079.52 Q1984.4 1075.96 1984.4 1068.85 Q1984.4 1061.72 1982.57 1058.18 Q1980.76 1054.61 1977.13 1054.61 M1977.13 1050.91 Q1982.94 1050.91 1985.99 1055.52 Q1989.07 1060.1 1989.07 1068.85 Q1989.07 1077.58 1985.99 1082.18 Q1982.94 1086.77 1977.13 1086.77 Q1971.32 1086.77 1968.24 1082.18 Q1965.18 1077.58 1965.18 1068.85 Q1965.18 1060.1 1968.24 1055.52 Q1971.32 1050.91 1977.13 1050.91 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1655.67 1104.51 L1655.67 1109.07 Q1653.01 1107.8 1650.65 1107.17 Q1648.29 1106.55 1646.09 1106.55 Q1642.27 1106.55 1640.19 1108.03 Q1638.13 1109.51 1638.13 1112.24 Q1638.13 1114.53 1639.49 1115.71 Q1640.88 1116.87 1644.72 1117.59 L1647.55 1118.17 Q1652.78 1119.16 1655.26 1121.69 Q1657.76 1124.19 1657.76 1128.4 Q1657.76 1133.42 1654.38 1136.01 Q1651.02 1138.61 1644.51 1138.61 Q1642.06 1138.61 1639.28 1138.05 Q1636.53 1137.5 1633.57 1136.41 L1633.57 1131.59 Q1636.41 1133.19 1639.14 1134 Q1641.88 1134.81 1644.51 1134.81 Q1648.52 1134.81 1650.7 1133.24 Q1652.87 1131.66 1652.87 1128.75 Q1652.87 1126.2 1651.3 1124.77 Q1649.75 1123.33 1646.18 1122.61 L1643.33 1122.06 Q1638.1 1121.02 1635.76 1118.79 Q1633.43 1116.57 1633.43 1112.61 Q1633.43 1108.03 1636.64 1105.39 Q1639.88 1102.75 1645.56 1102.75 Q1647.99 1102.75 1650.51 1103.19 Q1653.03 1103.63 1655.67 1104.51 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1668.98 1134.05 L1668.98 1147.8 L1664.7 1147.8 L1664.7 1112.01 L1668.98 1112.01 L1668.98 1115.95 Q1670.32 1113.63 1672.36 1112.52 Q1674.42 1111.39 1677.27 1111.39 Q1681.99 1111.39 1684.93 1115.14 Q1687.89 1118.89 1687.89 1125 Q1687.89 1131.11 1684.93 1134.86 Q1681.99 1138.61 1677.27 1138.61 Q1674.42 1138.61 1672.36 1137.5 Q1670.32 1136.36 1668.98 1134.05 M1683.47 1125 Q1683.47 1120.3 1681.53 1117.64 Q1679.61 1114.95 1676.23 1114.95 Q1672.85 1114.95 1670.9 1117.64 Q1668.98 1120.3 1668.98 1125 Q1668.98 1129.7 1670.9 1132.38 Q1672.85 1135.04 1676.23 1135.04 Q1679.61 1135.04 1681.53 1132.38 Q1683.47 1129.7 1683.47 1125 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1717.13 1123.91 L1717.13 1125.99 L1697.55 1125.99 Q1697.82 1130.39 1700.19 1132.7 Q1702.57 1135 1706.81 1135 Q1709.26 1135 1711.55 1134.39 Q1713.87 1133.79 1716.13 1132.59 L1716.13 1136.62 Q1713.84 1137.59 1711.44 1138.1 Q1709.03 1138.61 1706.55 1138.61 Q1700.35 1138.61 1696.71 1135 Q1693.1 1131.39 1693.1 1125.23 Q1693.1 1118.86 1696.53 1115.14 Q1699.98 1111.39 1705.81 1111.39 Q1711.04 1111.39 1714.07 1114.77 Q1717.13 1118.12 1717.13 1123.91 M1712.87 1122.66 Q1712.82 1119.16 1710.9 1117.08 Q1709 1115 1705.86 1115 Q1702.29 1115 1700.14 1117.01 Q1698.01 1119.02 1697.69 1122.68 L1712.87 1122.66 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1742.78 1113.01 L1742.78 1116.99 Q1740.97 1115.99 1739.14 1115.51 Q1737.34 1115 1735.49 1115 Q1731.34 1115 1729.05 1117.64 Q1726.76 1120.25 1726.76 1125 Q1726.76 1129.74 1729.05 1132.38 Q1731.34 1135 1735.49 1135 Q1737.34 1135 1739.14 1134.51 Q1740.97 1134 1742.78 1133.01 L1742.78 1136.94 Q1741 1137.77 1739.07 1138.19 Q1737.18 1138.61 1735.02 1138.61 Q1729.17 1138.61 1725.72 1134.93 Q1722.27 1131.25 1722.27 1125 Q1722.27 1118.65 1725.74 1115.02 Q1729.24 1111.39 1735.3 1111.39 Q1737.27 1111.39 1739.14 1111.8 Q1741.02 1112.2 1742.78 1113.01 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1750.19 1112.01 L1754.44 1112.01 L1754.44 1137.94 L1750.19 1137.94 L1750.19 1112.01 M1750.19 1101.92 L1754.44 1101.92 L1754.44 1107.31 L1750.19 1107.31 L1750.19 1101.92 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1776.48 1101.92 L1776.48 1105.46 L1772.41 1105.46 Q1770.12 1105.46 1769.21 1106.39 Q1768.33 1107.31 1768.33 1109.72 L1768.33 1112.01 L1775.35 1112.01 L1775.35 1115.32 L1768.33 1115.32 L1768.33 1137.94 L1764.05 1137.94 L1764.05 1115.32 L1759.98 1115.32 L1759.98 1112.01 L1764.05 1112.01 L1764.05 1110.2 Q1764.05 1105.88 1766.06 1103.91 Q1768.08 1101.92 1772.45 1101.92 L1776.48 1101.92 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1780.05 1112.01 L1784.31 1112.01 L1784.31 1137.94 L1780.05 1137.94 L1780.05 1112.01 M1780.05 1101.92 L1784.31 1101.92 L1784.31 1107.31 L1780.05 1107.31 L1780.05 1101.92 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1811.87 1113.01 L1811.87 1116.99 Q1810.07 1115.99 1808.24 1115.51 Q1806.43 1115 1804.58 1115 Q1800.44 1115 1798.15 1117.64 Q1795.86 1120.25 1795.86 1125 Q1795.86 1129.74 1798.15 1132.38 Q1800.44 1135 1804.58 1135 Q1806.43 1135 1808.24 1134.51 Q1810.07 1134 1811.87 1133.01 L1811.87 1136.94 Q1810.09 1137.77 1808.17 1138.19 Q1806.27 1138.61 1804.12 1138.61 Q1798.26 1138.61 1794.81 1134.93 Q1791.37 1131.25 1791.37 1125 Q1791.37 1118.65 1794.84 1115.02 Q1798.33 1111.39 1804.4 1111.39 Q1806.37 1111.39 1808.24 1111.8 Q1810.12 1112.2 1811.87 1113.01 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1819.28 1112.01 L1823.54 1112.01 L1823.54 1137.94 L1819.28 1137.94 L1819.28 1112.01 M1819.28 1101.92 L1823.54 1101.92 L1823.54 1107.31 L1819.28 1107.31 L1819.28 1101.92 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1836.67 1104.65 L1836.67 1112.01 L1845.44 1112.01 L1845.44 1115.32 L1836.67 1115.32 L1836.67 1129.39 Q1836.67 1132.57 1837.52 1133.47 Q1838.4 1134.37 1841.06 1134.37 L1845.44 1134.37 L1845.44 1137.94 L1841.06 1137.94 Q1836.13 1137.94 1834.26 1136.11 Q1832.38 1134.26 1832.38 1129.39 L1832.38 1115.32 L1829.26 1115.32 L1829.26 1112.01 L1832.38 1112.01 L1832.38 1104.65 L1836.67 1104.65 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1861.83 1140.34 Q1860.02 1144.97 1858.31 1146.39 Q1856.6 1147.8 1853.73 1147.8 L1850.32 1147.8 L1850.32 1144.23 L1852.82 1144.23 Q1854.58 1144.23 1855.56 1143.4 Q1856.53 1142.57 1857.71 1139.46 L1858.47 1137.52 L1847.99 1112.01 L1852.5 1112.01 L1860.6 1132.29 L1868.7 1112.01 L1873.22 1112.01 L1861.83 1140.34 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1879.65 1116.41 L1909.33 1116.41 L1909.33 1120.3 L1879.65 1120.3 L1879.65 1116.41 M1879.65 1125.85 L1909.33 1125.85 L1909.33 1129.79 L1879.65 1129.79 L1879.65 1125.85 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1920.23 1134 L1927.87 1134 L1927.87 1107.64 L1919.56 1109.3 L1919.56 1105.04 L1927.82 1103.38 L1932.5 1103.38 L1932.5 1134 L1940.14 1134 L1940.14 1137.94 L1920.23 1137.94 L1920.23 1134 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1949.58 1132.06 L1954.47 1132.06 L1954.47 1137.94 L1949.58 1137.94 L1949.58 1132.06 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1974.65 1106.45 Q1971.04 1106.45 1969.21 1110.02 Q1967.41 1113.56 1967.41 1120.69 Q1967.41 1127.8 1969.21 1131.36 Q1971.04 1134.9 1974.65 1134.9 Q1978.29 1134.9 1980.09 1131.36 Q1981.92 1127.8 1981.92 1120.69 Q1981.92 1113.56 1980.09 1110.02 Q1978.29 1106.45 1974.65 1106.45 M1974.65 1102.75 Q1980.46 1102.75 1983.52 1107.36 Q1986.6 1111.94 1986.6 1120.69 Q1986.6 1129.42 1983.52 1134.02 Q1980.46 1138.61 1974.65 1138.61 Q1968.84 1138.61 1965.76 1134.02 Q1962.71 1129.42 1962.71 1120.69 Q1962.71 1111.94 1965.76 1107.36 Q1968.84 1102.75 1974.65 1102.75 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><polyline clip-path=\"url(#clip540)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" stroke-dasharray=\"16, 10\" points=\"1469.84,1224.34 1610.06,1224.34 \"\/>\n<path clip-path=\"url(#clip540)\" d=\"M1649.82 1225.41 Q1651.32 1225.92 1652.73 1227.59 Q1654.17 1229.26 1655.6 1232.17 L1660.35 1241.62 L1655.32 1241.62 L1650.9 1232.75 Q1649.19 1229.28 1647.57 1228.14 Q1645.97 1227.01 1643.2 1227.01 L1638.1 1227.01 L1638.1 1241.62 L1633.43 1241.62 L1633.43 1207.06 L1643.98 1207.06 Q1649.91 1207.06 1652.82 1209.53 Q1655.74 1212.01 1655.74 1217.01 Q1655.74 1220.27 1654.21 1222.43 Q1652.71 1224.58 1649.82 1225.41 M1638.1 1210.9 L1638.1 1223.17 L1643.98 1223.17 Q1647.36 1223.17 1649.07 1221.62 Q1650.81 1220.04 1650.81 1217.01 Q1650.81 1213.98 1649.07 1212.45 Q1647.36 1210.9 1643.98 1210.9 L1638.1 1210.9 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1676.92 1228.58 Q1671.76 1228.58 1669.77 1229.76 Q1667.78 1230.95 1667.78 1233.79 Q1667.78 1236.06 1669.26 1237.4 Q1670.76 1238.72 1673.33 1238.72 Q1676.88 1238.72 1679.01 1236.22 Q1681.16 1233.7 1681.16 1229.53 L1681.16 1228.58 L1676.92 1228.58 M1685.42 1226.82 L1685.42 1241.62 L1681.16 1241.62 L1681.16 1237.68 Q1679.7 1240.04 1677.52 1241.18 Q1675.35 1242.29 1672.2 1242.29 Q1668.22 1242.29 1665.86 1240.07 Q1663.52 1237.82 1663.52 1234.07 Q1663.52 1229.7 1666.44 1227.47 Q1669.38 1225.25 1675.19 1225.25 L1681.16 1225.25 L1681.16 1224.83 Q1681.16 1221.89 1679.21 1220.3 Q1677.29 1218.68 1673.8 1218.68 Q1671.57 1218.68 1669.47 1219.21 Q1667.36 1219.74 1665.42 1220.81 L1665.42 1216.87 Q1667.76 1215.97 1669.95 1215.53 Q1672.15 1215.07 1674.24 1215.07 Q1679.86 1215.07 1682.64 1217.98 Q1685.42 1220.9 1685.42 1226.82 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1715.74 1225.97 L1715.74 1241.62 L1711.48 1241.62 L1711.48 1226.11 Q1711.48 1222.43 1710.05 1220.6 Q1708.61 1218.77 1705.74 1218.77 Q1702.29 1218.77 1700.3 1220.97 Q1698.31 1223.17 1698.31 1226.96 L1698.31 1241.62 L1694.03 1241.62 L1694.03 1215.69 L1698.31 1215.69 L1698.31 1219.72 Q1699.84 1217.38 1701.9 1216.22 Q1703.98 1215.07 1706.69 1215.07 Q1711.16 1215.07 1713.45 1217.84 Q1715.74 1220.6 1715.74 1225.97 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1741.3 1219.63 L1741.3 1205.6 L1745.56 1205.6 L1745.56 1241.62 L1741.3 1241.62 L1741.3 1237.73 Q1739.95 1240.04 1737.89 1241.18 Q1735.86 1242.29 1732.99 1242.29 Q1728.29 1242.29 1725.32 1238.54 Q1722.38 1234.79 1722.38 1228.68 Q1722.38 1222.57 1725.32 1218.82 Q1728.29 1215.07 1732.99 1215.07 Q1735.86 1215.07 1737.89 1216.2 Q1739.95 1217.31 1741.3 1219.63 M1726.78 1228.68 Q1726.78 1233.38 1728.7 1236.06 Q1730.65 1238.72 1734.03 1238.72 Q1737.41 1238.72 1739.35 1236.06 Q1741.3 1233.38 1741.3 1228.68 Q1741.3 1223.98 1739.35 1221.32 Q1737.41 1218.63 1734.03 1218.63 Q1730.65 1218.63 1728.7 1221.32 Q1726.78 1223.98 1726.78 1228.68 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1764.37 1218.68 Q1760.95 1218.68 1758.96 1221.36 Q1756.97 1224.02 1756.97 1228.68 Q1756.97 1233.33 1758.94 1236.01 Q1760.93 1238.68 1764.37 1238.68 Q1767.78 1238.68 1769.77 1235.99 Q1771.76 1233.31 1771.76 1228.68 Q1771.76 1224.07 1769.77 1221.38 Q1767.78 1218.68 1764.37 1218.68 M1764.37 1215.07 Q1769.93 1215.07 1773.1 1218.68 Q1776.27 1222.29 1776.27 1228.68 Q1776.27 1235.04 1773.1 1238.68 Q1769.93 1242.29 1764.37 1242.29 Q1758.8 1242.29 1755.63 1238.68 Q1752.48 1235.04 1752.48 1228.68 Q1752.48 1222.29 1755.63 1218.68 Q1758.8 1215.07 1764.37 1215.07 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1803.52 1220.67 Q1805.12 1217.8 1807.34 1216.43 Q1809.56 1215.07 1812.57 1215.07 Q1816.62 1215.07 1818.82 1217.91 Q1821.02 1220.74 1821.02 1225.97 L1821.02 1241.62 L1816.74 1241.62 L1816.74 1226.11 Q1816.74 1222.38 1815.42 1220.57 Q1814.1 1218.77 1811.39 1218.77 Q1808.08 1218.77 1806.16 1220.97 Q1804.24 1223.17 1804.24 1226.96 L1804.24 1241.62 L1799.95 1241.62 L1799.95 1226.11 Q1799.95 1222.36 1798.63 1220.57 Q1797.31 1218.77 1794.56 1218.77 Q1791.3 1218.77 1789.37 1220.99 Q1787.45 1223.19 1787.45 1226.96 L1787.45 1241.62 L1783.17 1241.62 L1783.17 1215.69 L1787.45 1215.69 L1787.45 1219.72 Q1788.91 1217.33 1790.95 1216.2 Q1792.99 1215.07 1795.79 1215.07 Q1798.61 1215.07 1800.58 1216.5 Q1802.57 1217.94 1803.52 1220.67 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1870.65 1209.72 L1870.65 1214.65 Q1868.29 1212.45 1865.6 1211.36 Q1862.94 1210.27 1859.93 1210.27 Q1854 1210.27 1850.86 1213.91 Q1847.71 1217.52 1847.71 1224.37 Q1847.71 1231.2 1850.86 1234.83 Q1854 1238.44 1859.93 1238.44 Q1862.94 1238.44 1865.6 1237.36 Q1868.29 1236.27 1870.65 1234.07 L1870.65 1238.95 Q1868.19 1240.62 1865.44 1241.45 Q1862.71 1242.29 1859.65 1242.29 Q1851.81 1242.29 1847.29 1237.5 Q1842.78 1232.68 1842.78 1224.37 Q1842.78 1216.04 1847.29 1211.25 Q1851.81 1206.43 1859.65 1206.43 Q1862.75 1206.43 1865.49 1207.26 Q1868.24 1208.07 1870.65 1209.72 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1877.68 1205.6 L1881.94 1205.6 L1881.94 1241.62 L1877.68 1241.62 L1877.68 1205.6 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1902.64 1228.58 Q1897.48 1228.58 1895.49 1229.76 Q1893.49 1230.95 1893.49 1233.79 Q1893.49 1236.06 1894.98 1237.4 Q1896.48 1238.72 1899.05 1238.72 Q1902.59 1238.72 1904.72 1236.22 Q1906.87 1233.7 1906.87 1229.53 L1906.87 1228.58 L1902.64 1228.58 M1911.13 1226.82 L1911.13 1241.62 L1906.87 1241.62 L1906.87 1237.68 Q1905.42 1240.04 1903.24 1241.18 Q1901.06 1242.29 1897.92 1242.29 Q1893.93 1242.29 1891.57 1240.07 Q1889.24 1237.82 1889.24 1234.07 Q1889.24 1229.7 1892.15 1227.47 Q1895.09 1225.25 1900.9 1225.25 L1906.87 1225.25 L1906.87 1224.83 Q1906.87 1221.89 1904.93 1220.3 Q1903.01 1218.68 1899.51 1218.68 Q1897.29 1218.68 1895.18 1219.21 Q1893.08 1219.74 1891.13 1220.81 L1891.13 1216.87 Q1893.47 1215.97 1895.67 1215.53 Q1897.87 1215.07 1899.95 1215.07 Q1905.58 1215.07 1908.36 1217.98 Q1911.13 1220.9 1911.13 1226.82 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1936.43 1216.45 L1936.43 1220.48 Q1934.63 1219.56 1932.68 1219.09 Q1930.74 1218.63 1928.66 1218.63 Q1925.49 1218.63 1923.89 1219.6 Q1922.31 1220.57 1922.31 1222.52 Q1922.31 1224 1923.45 1224.86 Q1924.58 1225.69 1928.01 1226.45 L1929.47 1226.78 Q1934 1227.75 1935.9 1229.53 Q1937.82 1231.29 1937.82 1234.46 Q1937.82 1238.07 1934.95 1240.18 Q1932.11 1242.29 1927.11 1242.29 Q1925.02 1242.29 1922.75 1241.87 Q1920.51 1241.48 1918.01 1240.67 L1918.01 1236.27 Q1920.37 1237.5 1922.66 1238.12 Q1924.95 1238.72 1927.2 1238.72 Q1930.21 1238.72 1931.83 1237.7 Q1933.45 1236.66 1933.45 1234.79 Q1933.45 1233.05 1932.27 1232.13 Q1931.11 1231.2 1927.15 1230.34 L1925.67 1230 Q1921.71 1229.16 1919.95 1227.45 Q1918.19 1225.71 1918.19 1222.7 Q1918.19 1219.05 1920.79 1217.06 Q1923.38 1215.07 1928.15 1215.07 Q1930.51 1215.07 1932.59 1215.41 Q1934.67 1215.76 1936.43 1216.45 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1961.13 1216.45 L1961.13 1220.48 Q1959.33 1219.56 1957.38 1219.09 Q1955.44 1218.63 1953.36 1218.63 Q1950.18 1218.63 1948.59 1219.6 Q1947.01 1220.57 1947.01 1222.52 Q1947.01 1224 1948.15 1224.86 Q1949.28 1225.69 1952.71 1226.45 L1954.17 1226.78 Q1958.7 1227.75 1960.6 1229.53 Q1962.52 1231.29 1962.52 1234.46 Q1962.52 1238.07 1959.65 1240.18 Q1956.8 1242.29 1951.8 1242.29 Q1949.72 1242.29 1947.45 1241.87 Q1945.21 1241.48 1942.71 1240.67 L1942.71 1236.27 Q1945.07 1237.5 1947.36 1238.12 Q1949.65 1238.72 1951.9 1238.72 Q1954.91 1238.72 1956.53 1237.7 Q1958.15 1236.66 1958.15 1234.79 Q1958.15 1233.05 1956.97 1232.13 Q1955.81 1231.2 1951.85 1230.34 L1950.37 1230 Q1946.41 1229.16 1944.65 1227.45 Q1942.89 1225.71 1942.89 1222.7 Q1942.89 1219.05 1945.49 1217.06 Q1948.08 1215.07 1952.85 1215.07 Q1955.21 1215.07 1957.29 1215.41 Q1959.37 1215.76 1961.13 1216.45 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1969.3 1215.69 L1973.56 1215.69 L1973.56 1241.62 L1969.3 1241.62 L1969.3 1215.69 M1969.3 1205.6 L1973.56 1205.6 L1973.56 1210.99 L1969.3 1210.99 L1969.3 1205.6 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1995.6 1205.6 L1995.6 1209.14 L1991.53 1209.14 Q1989.23 1209.14 1988.33 1210.07 Q1987.45 1210.99 1987.45 1213.4 L1987.45 1215.69 L1994.47 1215.69 L1994.47 1219 L1987.45 1219 L1987.45 1241.62 L1983.17 1241.62 L1983.17 1219 L1979.1 1219 L1979.1 1215.69 L1983.17 1215.69 L1983.17 1213.88 Q1983.17 1209.56 1985.18 1207.59 Q1987.2 1205.6 1991.57 1205.6 L1995.6 1205.6 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M1999.17 1215.69 L2003.42 1215.69 L2003.42 1241.62 L1999.17 1241.62 L1999.17 1215.69 M1999.17 1205.6 L2003.42 1205.6 L2003.42 1210.99 L1999.17 1210.99 L1999.17 1205.6 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M2034.51 1227.59 L2034.51 1229.67 L2014.93 1229.67 Q2015.21 1234.07 2017.57 1236.38 Q2019.95 1238.68 2024.19 1238.68 Q2026.64 1238.68 2028.93 1238.07 Q2031.25 1237.47 2033.52 1236.27 L2033.52 1240.3 Q2031.23 1241.27 2028.82 1241.78 Q2026.41 1242.29 2023.93 1242.29 Q2017.73 1242.29 2014.1 1238.68 Q2010.48 1235.07 2010.48 1228.91 Q2010.48 1222.54 2013.91 1218.82 Q2017.36 1215.07 2023.19 1215.07 Q2028.42 1215.07 2031.46 1218.45 Q2034.51 1221.8 2034.51 1227.59 M2030.25 1226.34 Q2030.21 1222.84 2028.29 1220.76 Q2026.39 1218.68 2023.24 1218.68 Q2019.67 1218.68 2017.52 1220.69 Q2015.39 1222.7 2015.07 1226.36 L2030.25 1226.34 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><path clip-path=\"url(#clip540)\" d=\"M2056.53 1219.67 Q2055.81 1219.26 2054.95 1219.07 Q2054.12 1218.86 2053.1 1218.86 Q2049.49 1218.86 2047.54 1221.22 Q2045.62 1223.56 2045.62 1227.96 L2045.62 1241.62 L2041.34 1241.62 L2041.34 1215.69 L2045.62 1215.69 L2045.62 1219.72 Q2046.97 1217.36 2049.12 1216.22 Q2051.27 1215.07 2054.35 1215.07 Q2054.79 1215.07 2055.32 1215.13 Q2055.85 1215.18 2056.5 1215.3 L2056.53 1219.67 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" \/><\/svg>\n<\/div>\n<\/div>\n<div class=\"jp-OutputArea-child jp-OutputArea-executeResult\">\n \n <div class=\"jp-OutputPrompt jp-OutputArea-prompt\">Out[217]:<\/div>\n<div class=\"jp-RenderedText jp-OutputArea-output jp-OutputArea-executeResult\" data-mime-type=\"text\/plain\">\n<pre>0.95259494f0<\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><div id=\"cell-id=abd85ad2\" class=\"jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs \">\n<div class=\"jp-Cell-inputWrapper\">\n<div class=\"jp-Collapser jp-InputCollapser jp-Cell-inputCollapser\">\n<\/div>\n<div class=\"jp-InputArea jp-Cell-inputArea\">\n<div class=\"jp-InputPrompt jp-InputArea-prompt\">In [ ]:<\/div>\n<div class=\"jp-CodeMirrorEditor jp-Editor jp-InputArea-editor\" data-type=\"inline\">\n <div class=\"CodeMirror cm-s-jupyter\">\n<div class=\" highlight hl-julia\"><pre><span><\/span>\n<\/pre><\/div>\n <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/body>\n<\/html>\n","protected":false},"excerpt":{"rendered":"<p>Neural Network\ub294 \uc608\ub97c \ub4e4\uc5b4 \uc774 \uc608\uc81c \ucc98\ub7fc \uc120\ud615\ud68c\uadc0(Linear Regression)\uc73c\ub85c \ubd84\ub958\ud558\uae30 \uc5b4\ub824\uc6b4 \ubd84\ub958\ub97c \uc218\ud589 \ud560 \uc218 \uc788\ub2e4. \ubca0\uc774\uc988 \ucd94\ub860\uacfc \uc0d8\ud50c\ub9c1\uc73c\ub85c \uc5bb\uace0 \uc2f6\uc740\uac83\uc740 \uc2e0\uacbd\ub9dd\uc758 \uac00\uc911\uce58\uc640 \ud3b8\ud5a5\uc5d0 \ub300\ud55c \uc0ac\ud6c4\ubd84\ud3ec\ub97c \uc5bb\uace0 \uc774\ub97c \ud1b5\ud574 \uc2e0\uacbd\ub9dd\uc744 \uc7ac\uad6c\uc131 \ud558\uc5ec \uc120\ud615\ud68c\uadc0\uc5d0\uc11c \ubd84\ub958\ud558\uae30 \uc5b4\ub824\uc6b4 \ubd84\ub958 \ubb38\uc81c\ub97c \ud574\uacb0\ud55c\ub2e4. \uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd \ub3c4\uad6c \uc81c\ud488\uad70\uc778 Turing\uacfc Flux\uc758 \uc870\ud569\uc744 \uc0ac\uc6a9\ud574 \ubca0\uc774\uc9c0\uc548 \uc2e0\uacbd\ub9dd\uc744 \uad6c\ud604\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\ub4dc\ub9bd\ub2c8\ub2e4. \ubd84\ub958 \uc54c\uace0\ub9ac\uc998\uc744 \uad6c\ud604\ud558\ub294 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"default","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[54,61,41,82],"tags":[],"_links":{"self":[{"href":"https:\/\/julialang.kr\/index.php?rest_route=\/wp\/v2\/posts\/3831"}],"collection":[{"href":"https:\/\/julialang.kr\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/julialang.kr\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/julialang.kr\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/julialang.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3831"}],"version-history":[{"count":4,"href":"https:\/\/julialang.kr\/index.php?rest_route=\/wp\/v2\/posts\/3831\/revisions"}],"predecessor-version":[{"id":3841,"href":"https:\/\/julialang.kr\/index.php?rest_route=\/wp\/v2\/posts\/3831\/revisions\/3841"}],"wp:attachment":[{"href":"https:\/\/julialang.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3831"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/julialang.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3831"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/julialang.kr\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3831"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}